warning: commands will be executed using /bin/sh
job 2964 at Fri Mar 14 03:49:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140311/YutaMouse20-140311/YutaMouse20-140311
ElecNo	5
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 3997961 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1332653 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70303 members 
Mstep: Class 2 contains 69885 members 
Mstep: Class 3 contains 70293 members 
Mstep: Class 4 contains 69852 members 
Mstep: Class 5 contains 70374 members 
Mstep: Class 6 contains 70047 members 
Mstep: Class 7 contains 70440 members 
Mstep: Class 8 contains 69880 members 
Mstep: Class 9 contains 70108 members 
Mstep: Class 10 contains 69946 members 
Mstep: Class 11 contains 70097 members 
Mstep: Class 12 contains 70054 members 
Mstep: Class 13 contains 70443 members 
Mstep: Class 14 contains 69964 members 
Mstep: Class 15 contains 69943 members 
Mstep: Class 16 contains 70818 members 
Mstep: Class 17 contains 69973 members 
Mstep: Class 18 contains 70245 members 
Mstep: Class 19 contains 69988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 717.508789 but Gain 3497.464844
Score: -151550592.000000 Penalty: 62954.371094
Iteration 0F: 19 clusters Score -1.515506e+08 nChanged 1256535
Entering Unmasked Mstep 
Mstep: Class 0 contains 2253 members 
Mstep: Class 1 contains 69867 members 
Mstep: Class 2 contains 107897 members 
Mstep: Class 3 contains 89886 members 
Mstep: Class 5 contains 50635 members 
Mstep: Class 6 contains 102249 members 
Mstep: Class 7 contains 16512 members 
Mstep: Class 8 contains 68046 members 
Mstep: Class 9 contains 49259 members 
Mstep: Class 10 contains 79531 members 
Mstep: Class 11 contains 28552 members 
Mstep: Class 12 contains 69373 members 
Mstep: Class 13 contains 158826 members 
Mstep: Class 14 contains 160930 members 
Mstep: Class 15 contains 80252 members 
Mstep: Class 16 contains 66448 members 
Mstep: Class 17 contains 52146 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 68857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155204336.000000 Penalty: 62954.371094
Iteration 1F: 19 clusters Score -1.552043e+08 nChanged 451204
Entering Unmasked Mstep 
Mstep: Class 0 contains 1487 members 
Mstep: Class 1 contains 78832 members 
Mstep: Class 2 contains 95000 members 
Mstep: Class 3 contains 89464 members 
Mstep: Class 5 contains 55305 members 
Mstep: Class 6 contains 90558 members 
Mstep: Class 7 contains 10299 members 
Mstep: Class 8 contains 60353 members 
Mstep: Class 9 contains 45085 members 
Mstep: Class 10 contains 70967 members 
Mstep: Class 11 contains 23012 members 
Mstep: Class 12 contains 65121 members 
Mstep: Class 13 contains 162474 members 
Mstep: Class 14 contains 239404 members 
Mstep: Class 15 contains 71299 members 
Mstep: Class 16 contains 64346 members 
Mstep: Class 17 contains 38063 members 
Mstep: Class 18 contains 10233 members 
Mstep: Class 19 contains 61351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156074288.000000 Penalty: 62954.371094
Iteration 2F: 19 clusters Score -1.560743e+08 nChanged 370720
Entering Unmasked Mstep 
Mstep: Class 0 contains 1084 members 
Mstep: Class 1 contains 95045 members 
Mstep: Class 2 contains 85988 members 
Mstep: Class 3 contains 100158 members 
Mstep: Class 5 contains 65403 members 
Mstep: Class 6 contains 85628 members 
Mstep: Class 7 contains 8082 members 
Mstep: Class 8 contains 45312 members 
Mstep: Class 9 contains 36066 members 
Mstep: Class 10 contains 57935 members 
Mstep: Class 11 contains 19332 members 
Mstep: Class 12 contains 63774 members 
Mstep: Class 13 contains 158371 members 
Mstep: Class 14 contains 299793 members 
Mstep: Class 15 contains 68710 members 
Mstep: Class 16 contains 59827 members 
Mstep: Class 17 contains 26230 members 
Mstep: Class 18 contains 7284 members 
Mstep: Class 19 contains 48631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156666112.000000 Penalty: 62954.371094
Iteration 3F: 19 clusters Score -1.566661e+08 nChanged 310012
Entering Unmasked Mstep 
Mstep: Class 0 contains 1050 members 
Mstep: Class 1 contains 132204 members 
Mstep: Class 2 contains 76298 members 
Mstep: Class 3 contains 127127 members 
Mstep: Class 5 contains 77427 members 
Mstep: Class 6 contains 80468 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 30846 members 
Mstep: Class 9 contains 29858 members 
Mstep: Class 10 contains 43092 members 
Mstep: Class 11 contains 17007 members 
Mstep: Class 12 contains 59562 members 
Mstep: Class 13 contains 165647 members 
Mstep: Class 14 contains 303508 members 
Mstep: Class 15 contains 67228 members 
Mstep: Class 16 contains 57170 members 
Mstep: Class 17 contains 18281 members 
Mstep: Class 18 contains 5348 members 
Mstep: Class 19 contains 33496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157139120.000000 Penalty: 62954.371094
Iteration 4F: 19 clusters Score -1.571391e+08 nChanged 258555
Entering Unmasked Mstep 
Mstep: Class 0 contains 1017 members 
Mstep: Class 1 contains 177495 members 
Mstep: Class 2 contains 65275 members 
Mstep: Class 3 contains 163629 members 
Mstep: Class 5 contains 88075 members 
Mstep: Class 6 contains 75874 members 
Mstep: Class 7 contains 6523 members 
Mstep: Class 8 contains 21055 members 
Mstep: Class 9 contains 29965 members 
Mstep: Class 10 contains 31241 members 
Mstep: Class 11 contains 17151 members 
Mstep: Class 12 contains 50160 members 
Mstep: Class 13 contains 180839 members 
Mstep: Class 14 contains 265945 members 
Mstep: Class 15 contains 63645 members 
Mstep: Class 16 contains 54993 members 
Mstep: Class 17 contains 13861 members 
Mstep: Class 18 contains 4552 members 
Mstep: Class 19 contains 21358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157491296.000000 Penalty: 62954.371094
Iteration 5F: 19 clusters Score -1.574913e+08 nChanged 197267
Entering Unmasked Mstep 
Mstep: Class 0 contains 962 members 
Mstep: Class 1 contains 210145 members 
Mstep: Class 2 contains 56010 members 
Mstep: Class 3 contains 199694 members 
Mstep: Class 5 contains 95541 members 
Mstep: Class 6 contains 73556 members 
Mstep: Class 7 contains 6148 members 
Mstep: Class 8 contains 14769 members 
Mstep: Class 9 contains 35588 members 
Mstep: Class 10 contains 22729 members 
Mstep: Class 11 contains 18184 members 
Mstep: Class 12 contains 40571 members 
Mstep: Class 13 contains 192439 members 
Mstep: Class 14 contains 223467 members 
Mstep: Class 15 contains 59476 members 
Mstep: Class 16 contains 54524 members 
Mstep: Class 17 contains 11529 members 
Mstep: Class 18 contains 3997 members 
Mstep: Class 19 contains 13324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157721216.000000 Penalty: 62954.371094
Iteration 6F: 19 clusters Score -1.577212e+08 nChanged 147709
Entering Unmasked Mstep 
Mstep: Class 0 contains 822 members 
Mstep: Class 1 contains 231959 members 
Mstep: Class 2 contains 49662 members 
Mstep: Class 3 contains 232667 members 
Mstep: Class 5 contains 98180 members 
Mstep: Class 6 contains 72317 members 
Mstep: Class 7 contains 5897 members 
Mstep: Class 8 contains 11244 members 
Mstep: Class 9 contains 40224 members 
Mstep: Class 10 contains 17555 members 
Mstep: Class 11 contains 18905 members 
Mstep: Class 12 contains 34284 members 
Mstep: Class 13 contains 200603 members 
Mstep: Class 14 contains 183461 members 
Mstep: Class 15 contains 55384 members 
Mstep: Class 16 contains 56680 members 
Mstep: Class 17 contains 10706 members 
Mstep: Class 18 contains 3638 members 
Mstep: Class 19 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157906384.000000 Penalty: 62954.371094
Iteration 7F: 19 clusters Score -1.579064e+08 nChanged 112821
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 246662 members 
Mstep: Class 2 contains 45588 members 
Mstep: Class 3 contains 260132 members 
Mstep: Class 5 contains 97577 members 
Mstep: Class 6 contains 71553 members 
Mstep: Class 7 contains 5858 members 
Mstep: Class 8 contains 9237 members 
Mstep: Class 9 contains 40395 members 
Mstep: Class 10 contains 14180 members 
Mstep: Class 11 contains 19104 members 
Mstep: Class 12 contains 29610 members 
Mstep: Class 13 contains 206831 members 
Mstep: Class 14 contains 153414 members 
Mstep: Class 15 contains 51725 members 
Mstep: Class 16 contains 60552 members 
Mstep: Class 17 contains 10626 members 
Mstep: Class 18 contains 3829 members 
Mstep: Class 19 contains 5673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158027344.000000 Penalty: 62954.371094
Iteration 8F: 19 clusters Score -1.580273e+08 nChanged 88097
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 256082 members 
Mstep: Class 2 contains 43086 members 
Mstep: Class 3 contains 282249 members 
Mstep: Class 5 contains 95370 members 
Mstep: Class 6 contains 70552 members 
Mstep: Class 7 contains 6054 members 
Mstep: Class 8 contains 7947 members 
Mstep: Class 9 contains 39537 members 
Mstep: Class 10 contains 11800 members 
Mstep: Class 11 contains 19112 members 
Mstep: Class 12 contains 24634 members 
Mstep: Class 13 contains 212154 members 
Mstep: Class 14 contains 131234 members 
Mstep: Class 15 contains 48835 members 
Mstep: Class 16 contains 65517 members 
Mstep: Class 17 contains 10803 members 
Mstep: Class 18 contains 3410 members 
Mstep: Class 19 contains 4176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158085408.000000 Penalty: 62954.371094
Iteration 9F: 19 clusters Score -1.580854e+08 nChanged 68084
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 261882 members 
Mstep: Class 2 contains 41372 members 
Mstep: Class 3 contains 298629 members 
Mstep: Class 5 contains 92998 members 
Mstep: Class 6 contains 69570 members 
Mstep: Class 7 contains 6455 members 
Mstep: Class 8 contains 7219 members 
Mstep: Class 9 contains 38952 members 
Mstep: Class 10 contains 10068 members 
Mstep: Class 11 contains 19181 members 
Mstep: Class 12 contains 20169 members 
Mstep: Class 13 contains 216630 members 
Mstep: Class 14 contains 115393 members 
Mstep: Class 15 contains 46668 members 
Mstep: Class 16 contains 69694 members 
Mstep: Class 17 contains 10951 members 
Mstep: Class 18 contains 3203 members 
Mstep: Class 19 contains 3519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158122048.000000 Penalty: 62954.371094
Iteration 10F: 19 clusters Score -1.58122e+08 nChanged 54156
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 265637 members 
Mstep: Class 2 contains 40225 members 
Mstep: Class 3 contains 311121 members 
Mstep: Class 5 contains 90606 members 
Mstep: Class 6 contains 68559 members 
Mstep: Class 7 contains 6926 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 38633 members 
Mstep: Class 10 contains 8794 members 
Mstep: Class 11 contains 19389 members 
Mstep: Class 12 contains 17615 members 
Mstep: Class 13 contains 220263 members 
Mstep: Class 14 contains 103072 members 
Mstep: Class 15 contains 45414 members 
Mstep: Class 16 contains 71915 members 
Mstep: Class 17 contains 11101 members 
Mstep: Class 18 contains 3083 members 
Mstep: Class 19 contains 3345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158145920.000000 Penalty: 62954.371094
Iteration 11Q: 19 clusters Score -1.581459e+08 nChanged 42491
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 267878 members 
Mstep: Class 2 contains 39449 members 
Mstep: Class 3 contains 319215 members 
Mstep: Class 5 contains 88540 members 
Mstep: Class 6 contains 67699 members 
Mstep: Class 7 contains 7475 members 
Mstep: Class 8 contains 6795 members 
Mstep: Class 9 contains 38551 members 
Mstep: Class 10 contains 7913 members 
Mstep: Class 11 contains 19662 members 
Mstep: Class 12 contains 16565 members 
Mstep: Class 13 contains 222988 members 
Mstep: Class 14 contains 94423 members 
Mstep: Class 15 contains 44986 members 
Mstep: Class 16 contains 72759 members 
Mstep: Class 17 contains 11118 members 
Mstep: Class 18 contains 3040 members 
Mstep: Class 19 contains 3501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158163152.000000 Penalty: 62954.371094
Iteration 12Q: 19 clusters Score -1.581632e+08 nChanged 34568
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 269283 members 
Mstep: Class 2 contains 38989 members 
Mstep: Class 3 contains 324236 members 
Mstep: Class 5 contains 86559 members 
Mstep: Class 6 contains 66964 members 
Mstep: Class 7 contains 8116 members 
Mstep: Class 8 contains 6952 members 
Mstep: Class 9 contains 38576 members 
Mstep: Class 10 contains 7422 members 
Mstep: Class 11 contains 19998 members 
Mstep: Class 12 contains 16502 members 
Mstep: Class 13 contains 225016 members 
Mstep: Class 14 contains 88340 members 
Mstep: Class 15 contains 44843 members 
Mstep: Class 16 contains 72861 members 
Mstep: Class 17 contains 11124 members 
Mstep: Class 18 contains 3027 members 
Mstep: Class 19 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158178784.000000 Penalty: 62954.371094
Iteration 13Q: 19 clusters Score -1.581788e+08 nChanged 29074
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 270063 members 
Mstep: Class 2 contains 38600 members 
Mstep: Class 3 contains 326789 members 
Mstep: Class 5 contains 84879 members 
Mstep: Class 6 contains 66347 members 
Mstep: Class 7 contains 8881 members 
Mstep: Class 8 contains 7347 members 
Mstep: Class 9 contains 38630 members 
Mstep: Class 10 contains 7203 members 
Mstep: Class 11 contains 20369 members 
Mstep: Class 12 contains 16853 members 
Mstep: Class 13 contains 226478 members 
Mstep: Class 14 contains 84063 members 
Mstep: Class 15 contains 44944 members 
Mstep: Class 16 contains 72819 members 
Mstep: Class 17 contains 11210 members 
Mstep: Class 18 contains 3019 members 
Mstep: Class 19 contains 4063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158191008.000000 Penalty: 62954.371094
Iteration 14Q: 19 clusters Score -1.58191e+08 nChanged 25529
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 270676 members 
Mstep: Class 2 contains 38044 members 
Mstep: Class 3 contains 327578 members 
Mstep: Class 5 contains 83179 members 
Mstep: Class 6 contains 65797 members 
Mstep: Class 7 contains 9738 members 
Mstep: Class 8 contains 7956 members 
Mstep: Class 9 contains 38681 members 
Mstep: Class 10 contains 7314 members 
Mstep: Class 11 contains 20842 members 
Mstep: Class 12 contains 17352 members 
Mstep: Class 13 contains 227654 members 
Mstep: Class 14 contains 80930 members 
Mstep: Class 15 contains 45224 members 
Mstep: Class 16 contains 72809 members 
Mstep: Class 17 contains 11327 members 
Mstep: Class 18 contains 3017 members 
Mstep: Class 19 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158203280.000000 Penalty: 62954.371094
Iteration 15Q: 19 clusters Score -1.582033e+08 nChanged 23428
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 271101 members 
Mstep: Class 2 contains 37462 members 
Mstep: Class 3 contains 327399 members 
Mstep: Class 5 contains 81310 members 
Mstep: Class 6 contains 65424 members 
Mstep: Class 7 contains 10659 members 
Mstep: Class 8 contains 8680 members 
Mstep: Class 9 contains 38745 members 
Mstep: Class 10 contains 7647 members 
Mstep: Class 11 contains 21336 members 
Mstep: Class 12 contains 17930 members 
Mstep: Class 13 contains 228547 members 
Mstep: Class 14 contains 78537 members 
Mstep: Class 15 contains 45507 members 
Mstep: Class 16 contains 72846 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 3017 members 
Mstep: Class 19 contains 4730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158214192.000000 Penalty: 62954.371094
Iteration 16Q: 19 clusters Score -1.582142e+08 nChanged 22116
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 271650 members 
Mstep: Class 2 contains 36796 members 
Mstep: Class 3 contains 326350 members 
Mstep: Class 5 contains 79207 members 
Mstep: Class 6 contains 65044 members 
Mstep: Class 7 contains 11621 members 
Mstep: Class 8 contains 9513 members 
Mstep: Class 9 contains 38810 members 
Mstep: Class 10 contains 8185 members 
Mstep: Class 11 contains 21966 members 
Mstep: Class 12 contains 18478 members 
Mstep: Class 13 contains 229318 members 
Mstep: Class 14 contains 76658 members 
Mstep: Class 15 contains 45813 members 
Mstep: Class 16 contains 72924 members 
Mstep: Class 17 contains 12219 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 4989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158224592.000000 Penalty: 62954.371094
Iteration 17Q: 19 clusters Score -1.582246e+08 nChanged 20938
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 272221 members 
Mstep: Class 2 contains 36116 members 
Mstep: Class 3 contains 324936 members 
Mstep: Class 5 contains 76617 members 
Mstep: Class 6 contains 64773 members 
Mstep: Class 7 contains 12569 members 
Mstep: Class 8 contains 10403 members 
Mstep: Class 9 contains 38856 members 
Mstep: Class 10 contains 8993 members 
Mstep: Class 11 contains 22584 members 
Mstep: Class 12 contains 18988 members 
Mstep: Class 13 contains 230011 members 
Mstep: Class 14 contains 75271 members 
Mstep: Class 15 contains 46114 members 
Mstep: Class 16 contains 73060 members 
Mstep: Class 17 contains 12810 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158235408.000000 Penalty: 62954.371094
Iteration 18Q: 19 clusters Score -1.582354e+08 nChanged 20065
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 272873 members 
Mstep: Class 2 contains 35309 members 
Mstep: Class 3 contains 323541 members 
Mstep: Class 5 contains 73758 members 
Mstep: Class 6 contains 64546 members 
Mstep: Class 7 contains 13339 members 
Mstep: Class 8 contains 11368 members 
Mstep: Class 9 contains 38902 members 
Mstep: Class 10 contains 10019 members 
Mstep: Class 11 contains 23167 members 
Mstep: Class 12 contains 19434 members 
Mstep: Class 13 contains 230720 members 
Mstep: Class 14 contains 74108 members 
Mstep: Class 15 contains 46512 members 
Mstep: Class 16 contains 73207 members 
Mstep: Class 17 contains 13310 members 
Mstep: Class 18 contains 3017 members 
Mstep: Class 19 contains 5427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158248016.000000 Penalty: 62954.371094
Iteration 19Q: 19 clusters Score -1.58248e+08 nChanged 19259
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 273591 members 
Mstep: Class 2 contains 34522 members 
Mstep: Class 3 contains 322224 members 
Mstep: Class 5 contains 70631 members 
Mstep: Class 6 contains 64474 members 
Mstep: Class 7 contains 13950 members 
Mstep: Class 8 contains 12476 members 
Mstep: Class 9 contains 38933 members 
Mstep: Class 10 contains 11095 members 
Mstep: Class 11 contains 23701 members 
Mstep: Class 12 contains 19819 members 
Mstep: Class 13 contains 231563 members 
Mstep: Class 14 contains 73038 members 
Mstep: Class 15 contains 46908 members 
Mstep: Class 16 contains 73347 members 
Mstep: Class 17 contains 13718 members 
Mstep: Class 18 contains 3020 members 
Mstep: Class 19 contains 5547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158260864.000000 Penalty: 62954.371094
Iteration 20F: 19 clusters Score -1.582609e+08 nChanged 19458
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 274272 members 
Mstep: Class 2 contains 33607 members 
Mstep: Class 3 contains 320125 members 
Mstep: Class 5 contains 67438 members 
Mstep: Class 6 contains 64327 members 
Mstep: Class 7 contains 14595 members 
Mstep: Class 8 contains 13834 members 
Mstep: Class 9 contains 38942 members 
Mstep: Class 10 contains 12034 members 
Mstep: Class 11 contains 24223 members 
Mstep: Class 12 contains 20199 members 
Mstep: Class 13 contains 232647 members 
Mstep: Class 14 contains 72147 members 
Mstep: Class 15 contains 47189 members 
Mstep: Class 16 contains 73466 members 
Mstep: Class 17 contains 14657 members 
Mstep: Class 18 contains 3021 members 
Mstep: Class 19 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158271888.000000 Penalty: 62954.371094
Iteration 21Q: 19 clusters Score -1.582719e+08 nChanged 18451
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 274905 members 
Mstep: Class 2 contains 32681 members 
Mstep: Class 3 contains 317763 members 
Mstep: Class 5 contains 64678 members 
Mstep: Class 6 contains 64316 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 15393 members 
Mstep: Class 9 contains 38944 members 
Mstep: Class 10 contains 12517 members 
Mstep: Class 11 contains 24684 members 
Mstep: Class 12 contains 20569 members 
Mstep: Class 13 contains 234068 members 
Mstep: Class 14 contains 71221 members 
Mstep: Class 15 contains 47483 members 
Mstep: Class 16 contains 73585 members 
Mstep: Class 17 contains 15479 members 
Mstep: Class 18 contains 3022 members 
Mstep: Class 19 contains 6086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158281632.000000 Penalty: 62954.371094
Iteration 22Q: 19 clusters Score -1.582816e+08 nChanged 16990
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 275486 members 
Mstep: Class 2 contains 31691 members 
Mstep: Class 3 contains 315276 members 
Mstep: Class 5 contains 62606 members 
Mstep: Class 6 contains 64484 members 
Mstep: Class 7 contains 15645 members 
Mstep: Class 8 contains 17062 members 
Mstep: Class 9 contains 38946 members 
Mstep: Class 10 contains 12635 members 
Mstep: Class 11 contains 25076 members 
Mstep: Class 12 contains 20913 members 
Mstep: Class 13 contains 235460 members 
Mstep: Class 14 contains 70200 members 
Mstep: Class 15 contains 47788 members 
Mstep: Class 16 contains 73711 members 
Mstep: Class 17 contains 16283 members 
Mstep: Class 18 contains 3022 members 
Mstep: Class 19 contains 6282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158289824.000000 Penalty: 62954.371094
Iteration 23Q: 19 clusters Score -1.582898e+08 nChanged 15196
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 275969 members 
Mstep: Class 2 contains 30671 members 
Mstep: Class 3 contains 312762 members 
Mstep: Class 5 contains 61137 members 
Mstep: Class 6 contains 64696 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 18797 members 
Mstep: Class 9 contains 38943 members 
Mstep: Class 10 contains 12602 members 
Mstep: Class 11 contains 25436 members 
Mstep: Class 12 contains 21242 members 
Mstep: Class 13 contains 236586 members 
Mstep: Class 14 contains 69150 members 
Mstep: Class 15 contains 48162 members 
Mstep: Class 16 contains 73816 members 
Mstep: Class 17 contains 17037 members 
Mstep: Class 18 contains 3017 members 
Mstep: Class 19 contains 6443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158296208.000000 Penalty: 62954.371094
Iteration 24Q: 19 clusters Score -1.582962e+08 nChanged 13489
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 276287 members 
Mstep: Class 2 contains 29635 members 
Mstep: Class 3 contains 310372 members 
Mstep: Class 5 contains 60044 members 
Mstep: Class 6 contains 65009 members 
Mstep: Class 7 contains 16484 members 
Mstep: Class 8 contains 20525 members 
Mstep: Class 9 contains 38933 members 
Mstep: Class 10 contains 12588 members 
Mstep: Class 11 contains 25734 members 
Mstep: Class 12 contains 21486 members 
Mstep: Class 13 contains 237450 members 
Mstep: Class 14 contains 68131 members 
Mstep: Class 15 contains 48583 members 
Mstep: Class 16 contains 73928 members 
Mstep: Class 17 contains 17789 members 
Mstep: Class 18 contains 3015 members 
Mstep: Class 19 contains 6573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158301152.000000 Penalty: 62954.371094
Iteration 25Q: 19 clusters Score -1.583012e+08 nChanged 12166
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 276515 members 
Mstep: Class 2 contains 28615 members 
Mstep: Class 3 contains 307986 members 
Mstep: Class 5 contains 59314 members 
Mstep: Class 6 contains 65357 members 
Mstep: Class 7 contains 16865 members 
Mstep: Class 8 contains 22213 members 
Mstep: Class 9 contains 38920 members 
Mstep: Class 10 contains 12694 members 
Mstep: Class 11 contains 25944 members 
Mstep: Class 12 contains 21716 members 
Mstep: Class 13 contains 237972 members 
Mstep: Class 14 contains 67232 members 
Mstep: Class 15 contains 49033 members 
Mstep: Class 16 contains 74009 members 
Mstep: Class 17 contains 18483 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 6684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158304896.000000 Penalty: 62954.371094
Iteration 26Q: 19 clusters Score -1.583049e+08 nChanged 10664
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 276709 members 
Mstep: Class 2 contains 27607 members 
Mstep: Class 3 contains 305774 members 
Mstep: Class 5 contains 58778 members 
Mstep: Class 6 contains 65726 members 
Mstep: Class 7 contains 17239 members 
Mstep: Class 8 contains 23715 members 
Mstep: Class 9 contains 38885 members 
Mstep: Class 10 contains 12827 members 
Mstep: Class 11 contains 26130 members 
Mstep: Class 12 contains 21909 members 
Mstep: Class 13 contains 238291 members 
Mstep: Class 14 contains 66494 members 
Mstep: Class 15 contains 49574 members 
Mstep: Class 16 contains 74093 members 
Mstep: Class 17 contains 19015 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 6786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158307760.000000 Penalty: 62954.371094
Iteration 27Q: 19 clusters Score -1.583078e+08 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 276904 members 
Mstep: Class 2 contains 26709 members 
Mstep: Class 3 contains 303600 members 
Mstep: Class 5 contains 58372 members 
Mstep: Class 6 contains 66071 members 
Mstep: Class 7 contains 17538 members 
Mstep: Class 8 contains 25035 members 
Mstep: Class 9 contains 38874 members 
Mstep: Class 10 contains 12981 members 
Mstep: Class 11 contains 26275 members 
Mstep: Class 12 contains 22086 members 
Mstep: Class 13 contains 238486 members 
Mstep: Class 14 contains 65946 members 
Mstep: Class 15 contains 50138 members 
Mstep: Class 16 contains 74158 members 
Mstep: Class 17 contains 19468 members 
Mstep: Class 18 contains 3012 members 
Mstep: Class 19 contains 6913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158310432.000000 Penalty: 62954.371094
Iteration 28Q: 19 clusters Score -1.583104e+08 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 277021 members 
Mstep: Class 2 contains 25852 members 
Mstep: Class 3 contains 301812 members 
Mstep: Class 5 contains 58035 members 
Mstep: Class 6 contains 66458 members 
Mstep: Class 7 contains 17839 members 
Mstep: Class 8 contains 26163 members 
Mstep: Class 9 contains 38874 members 
Mstep: Class 10 contains 13133 members 
Mstep: Class 11 contains 26386 members 
Mstep: Class 12 contains 22215 members 
Mstep: Class 13 contains 238633 members 
Mstep: Class 14 contains 65426 members 
Mstep: Class 15 contains 50691 members 
Mstep: Class 16 contains 74173 members 
Mstep: Class 17 contains 19813 members 
Mstep: Class 18 contains 3015 members 
Mstep: Class 19 contains 7027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158314160.000000 Penalty: 62954.371094
Iteration 29Q: 19 clusters Score -1.583142e+08 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 277101 members 
Mstep: Class 2 contains 24920 members 
Mstep: Class 3 contains 300392 members 
Mstep: Class 5 contains 57742 members 
Mstep: Class 6 contains 66787 members 
Mstep: Class 7 contains 18116 members 
Mstep: Class 8 contains 27118 members 
Mstep: Class 9 contains 38859 members 
Mstep: Class 10 contains 13302 members 
Mstep: Class 11 contains 26455 members 
Mstep: Class 12 contains 22331 members 
Mstep: Class 13 contains 238732 members 
Mstep: Class 14 contains 65051 members 
Mstep: Class 15 contains 51312 members 
Mstep: Class 16 contains 74180 members 
Mstep: Class 17 contains 20029 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 7125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158316256.000000 Penalty: 62954.371094
Iteration 30Q: 19 clusters Score -1.583163e+08 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 277204 members 
Mstep: Class 2 contains 24003 members 
Mstep: Class 3 contains 299193 members 
Mstep: Class 5 contains 57542 members 
Mstep: Class 6 contains 67136 members 
Mstep: Class 7 contains 18414 members 
Mstep: Class 8 contains 27891 members 
Mstep: Class 9 contains 38845 members 
Mstep: Class 10 contains 13473 members 
Mstep: Class 11 contains 26493 members 
Mstep: Class 12 contains 22431 members 
Mstep: Class 13 contains 238762 members 
Mstep: Class 14 contains 64772 members 
Mstep: Class 15 contains 51937 members 
Mstep: Class 16 contains 74136 members 
Mstep: Class 17 contains 20137 members 
Mstep: Class 18 contains 3013 members 
Mstep: Class 19 contains 7184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158318752.000000 Penalty: 62954.371094
Iteration 31Q: 19 clusters Score -1.583188e+08 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 277292 members 
Mstep: Class 2 contains 23127 members 
Mstep: Class 3 contains 298148 members 
Mstep: Class 5 contains 57342 members 
Mstep: Class 6 contains 67411 members 
Mstep: Class 7 contains 18727 members 
Mstep: Class 8 contains 28563 members 
Mstep: Class 9 contains 38838 members 
Mstep: Class 10 contains 13667 members 
Mstep: Class 11 contains 26485 members 
Mstep: Class 12 contains 22519 members 
Mstep: Class 13 contains 238730 members 
Mstep: Class 14 contains 64611 members 
Mstep: Class 15 contains 52589 members 
Mstep: Class 16 contains 74082 members 
Mstep: Class 17 contains 20166 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 7255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158319744.000000 Penalty: 62954.371094
Iteration 32Q: 19 clusters Score -1.583197e+08 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 277396 members 
Mstep: Class 2 contains 22310 members 
Mstep: Class 3 contains 297277 members 
Mstep: Class 5 contains 57144 members 
Mstep: Class 6 contains 67621 members 
Mstep: Class 7 contains 19051 members 
Mstep: Class 8 contains 29098 members 
Mstep: Class 9 contains 38828 members 
Mstep: Class 10 contains 13839 members 
Mstep: Class 11 contains 26496 members 
Mstep: Class 12 contains 22598 members 
Mstep: Class 13 contains 238697 members 
Mstep: Class 14 contains 64501 members 
Mstep: Class 15 contains 53230 members 
Mstep: Class 16 contains 74021 members 
Mstep: Class 17 contains 20142 members 
Mstep: Class 18 contains 3013 members 
Mstep: Class 19 contains 7304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158321728.000000 Penalty: 62954.371094
Iteration 33Q: 19 clusters Score -1.583217e+08 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 277484 members 
Mstep: Class 2 contains 21541 members 
Mstep: Class 3 contains 296609 members 
Mstep: Class 5 contains 56986 members 
Mstep: Class 6 contains 67797 members 
Mstep: Class 7 contains 19389 members 
Mstep: Class 8 contains 29487 members 
Mstep: Class 9 contains 38813 members 
Mstep: Class 10 contains 14009 members 
Mstep: Class 11 contains 26504 members 
Mstep: Class 12 contains 22661 members 
Mstep: Class 13 contains 238663 members 
Mstep: Class 14 contains 64445 members 
Mstep: Class 15 contains 53818 members 
Mstep: Class 16 contains 73981 members 
Mstep: Class 17 contains 20013 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 7352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158322656.000000 Penalty: 62954.371094
Iteration 34Q: 19 clusters Score -1.583227e+08 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 277557 members 
Mstep: Class 2 contains 20799 members 
Mstep: Class 3 contains 296079 members 
Mstep: Class 5 contains 56816 members 
Mstep: Class 6 contains 67962 members 
Mstep: Class 7 contains 19733 members 
Mstep: Class 8 contains 29815 members 
Mstep: Class 9 contains 38799 members 
Mstep: Class 10 contains 14156 members 
Mstep: Class 11 contains 26529 members 
Mstep: Class 12 contains 22725 members 
Mstep: Class 13 contains 238584 members 
Mstep: Class 14 contains 64428 members 
Mstep: Class 15 contains 54401 members 
Mstep: Class 16 contains 73925 members 
Mstep: Class 17 contains 19863 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 7381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158323664.000000 Penalty: 62954.371094
Iteration 35Q: 19 clusters Score -1.583237e+08 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 277634 members 
Mstep: Class 2 contains 20120 members 
Mstep: Class 3 contains 295640 members 
Mstep: Class 5 contains 56608 members 
Mstep: Class 6 contains 68092 members 
Mstep: Class 7 contains 20080 members 
Mstep: Class 8 contains 30071 members 
Mstep: Class 9 contains 38796 members 
Mstep: Class 10 contains 14308 members 
Mstep: Class 11 contains 26521 members 
Mstep: Class 12 contains 22792 members 
Mstep: Class 13 contains 238483 members 
Mstep: Class 14 contains 64457 members 
Mstep: Class 15 contains 54951 members 
Mstep: Class 16 contains 73884 members 
Mstep: Class 17 contains 19715 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 7400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158325056.000000 Penalty: 62954.371094
Iteration 36Q: 19 clusters Score -1.583251e+08 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 277698 members 
Mstep: Class 2 contains 19478 members 
Mstep: Class 3 contains 295279 members 
Mstep: Class 5 contains 56352 members 
Mstep: Class 6 contains 68225 members 
Mstep: Class 7 contains 20423 members 
Mstep: Class 8 contains 30235 members 
Mstep: Class 9 contains 38795 members 
Mstep: Class 10 contains 14421 members 
Mstep: Class 11 contains 26525 members 
Mstep: Class 12 contains 22865 members 
Mstep: Class 13 contains 238449 members 
Mstep: Class 14 contains 64547 members 
Mstep: Class 15 contains 55451 members 
Mstep: Class 16 contains 73861 members 
Mstep: Class 17 contains 19519 members 
Mstep: Class 18 contains 3015 members 
Mstep: Class 19 contains 7428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158325744.000000 Penalty: 62954.371094
Iteration 37Q: 19 clusters Score -1.583257e+08 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 277740 members 
Mstep: Class 2 contains 18911 members 
Mstep: Class 3 contains 294979 members 
Mstep: Class 5 contains 56066 members 
Mstep: Class 6 contains 68288 members 
Mstep: Class 7 contains 20768 members 
Mstep: Class 8 contains 30367 members 
Mstep: Class 9 contains 38785 members 
Mstep: Class 10 contains 14542 members 
Mstep: Class 11 contains 26529 members 
Mstep: Class 12 contains 22936 members 
Mstep: Class 13 contains 238414 members 
Mstep: Class 14 contains 64663 members 
Mstep: Class 15 contains 55932 members 
Mstep: Class 16 contains 73849 members 
Mstep: Class 17 contains 19338 members 
Mstep: Class 18 contains 3013 members 
Mstep: Class 19 contains 7446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158326720.000000 Penalty: 62954.371094
Iteration 38Q: 19 clusters Score -1.583267e+08 nChanged 3511
Entering ConstructFrom: 
Score: -158326720.000000 Penalty: 62954.371094
Entering ConstructFrom: 
Trying to split cluster 1 (277777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277777 members 
Entering Unmasked Estep 
Score: -33726420.000000 Penalty: 3108.574219
	Iteration 0F: 2 clusters Score -3.372642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138963 members 
Mstep: Class 2 contains 138814 members 
Entering Unmasked Estep 
Score: -33546454.000000 Penalty: 6217.148438
	Iteration 0F: 3 clusters Score -3.354645e+07 nChanged 134514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140867 members 
Mstep: Class 2 contains 136910 members 
Entering Unmasked Estep 
Score: -33628304.000000 Penalty: 6217.148438
	Iteration 1F: 3 clusters Score -3.36283e+07 nChanged 10090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142971 members 
Mstep: Class 2 contains 134806 members 
Entering Unmasked Estep 
Score: -33631644.000000 Penalty: 6217.148438
	Iteration 2Q: 3 clusters Score -3.363164e+07 nChanged 12309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146966 members 
Mstep: Class 2 contains 130811 members 
Entering Unmasked Estep 
Score: -33636852.000000 Penalty: 6217.148438
	Iteration 3Q: 3 clusters Score -3.363685e+07 nChanged 14776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153552 members 
Mstep: Class 2 contains 124225 members 
Entering Unmasked Estep 
Score: -33644476.000000 Penalty: 6217.148438
	Iteration 4F: 3 clusters Score -3.364448e+07 nChanged 17378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163400 members 
Mstep: Class 2 contains 114377 members 
Entering Unmasked Estep 
Score: -33653976.000000 Penalty: 6217.148438
	Iteration 5F: 3 clusters Score -3.365398e+07 nChanged 19326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176074 members 
Mstep: Class 2 contains 101703 members 
Entering Unmasked Estep 
Score: -33666136.000000 Penalty: 6217.148438
	Iteration 6F: 3 clusters Score -3.366614e+07 nChanged 19872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189646 members 
Mstep: Class 2 contains 88131 members 
Entering Unmasked Estep 
Score: -33679356.000000 Penalty: 6217.148438
	Iteration 7F: 3 clusters Score -3.367936e+07 nChanged 18421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201985 members 
Mstep: Class 2 contains 75792 members 
Entering Unmasked Estep 
Score: -33692132.000000 Penalty: 6217.148438
	Iteration 8F: 3 clusters Score -3.369213e+07 nChanged 15749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211578 members 
Mstep: Class 2 contains 66199 members 
Entering Unmasked Estep 
Score: -33703700.000000 Penalty: 6217.148438
	Iteration 9F: 3 clusters Score -3.37037e+07 nChanged 12084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218248 members 
Mstep: Class 2 contains 59529 members 
Entering Unmasked Estep 
Score: -33711644.000000 Penalty: 6217.148438
	Iteration 10Q: 3 clusters Score -3.371164e+07 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222479 members 
Mstep: Class 2 contains 55298 members 
Entering Unmasked Estep 
Score: -33716620.000000 Penalty: 6217.148438
	Iteration 11Q: 3 clusters Score -3.371662e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225360 members 
Mstep: Class 2 contains 52417 members 
Entering Unmasked Estep 
Score: -33719128.000000 Penalty: 6217.148438
	Iteration 12Q: 3 clusters Score -3.371913e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227508 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -33720660.000000 Penalty: 6217.148438
	Iteration 13Q: 3 clusters Score -3.372066e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229312 members 
Mstep: Class 2 contains 48465 members 
Entering Unmasked Estep 
Score: -33721464.000000 Penalty: 6217.148438
	Iteration 14Q: 3 clusters Score -3.372146e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230955 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -33722100.000000 Penalty: 6217.148438
	Iteration 15Q: 3 clusters Score -3.37221e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232458 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -33722376.000000 Penalty: 6217.148438
	Iteration 16Q: 3 clusters Score -3.372238e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233846 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -33722648.000000 Penalty: 6217.148438
	Iteration 17Q: 3 clusters Score -3.372265e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235113 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -33722900.000000 Penalty: 6217.148438
	Iteration 18Q: 3 clusters Score -3.37229e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236386 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -33723104.000000 Penalty: 6217.148438
	Iteration 19Q: 3 clusters Score -3.37231e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237558 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -33723276.000000 Penalty: 6217.148438
	Iteration 20F: 3 clusters Score -3.372328e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238690 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -33723468.000000 Penalty: 6217.148438
	Iteration 21Q: 3 clusters Score -3.372347e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239773 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -33723724.000000 Penalty: 6217.148438
	Iteration 22Q: 3 clusters Score -3.372372e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240892 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -33724116.000000 Penalty: 6217.148438
	Iteration 23Q: 3 clusters Score -3.372412e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242078 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -33724708.000000 Penalty: 6217.148438
	Iteration 24Q: 3 clusters Score -3.372471e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243283 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -33725372.000000 Penalty: 6217.148438
	Iteration 25Q: 3 clusters Score -3.372537e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244598 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -33726576.000000 Penalty: 6217.148438
	Iteration 26Q: 3 clusters Score -3.372658e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245973 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -33729060.000000 Penalty: 6217.148438
	Iteration 27Q: 3 clusters Score -3.372906e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247372 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -33733592.000000 Penalty: 6217.148438
	Iteration 28Q: 3 clusters Score -3.373359e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248251 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -33737080.000000 Penalty: 6217.148438
	Iteration 29Q: 3 clusters Score -3.373708e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248435 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -33737948.000000 Penalty: 6217.148438
	Iteration 30Q: 3 clusters Score -3.373795e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248411 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -33738304.000000 Penalty: 6217.148438
	Iteration 31Q: 3 clusters Score -3.37383e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248319 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -33738356.000000 Penalty: 6217.148438
	Iteration 32Q: 3 clusters Score -3.373836e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248305 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -33738352.000000 Penalty: 6217.148438
	Iteration 33Q: 3 clusters Score -3.373835e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248308 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -33738372.000000 Penalty: 6217.148438
	Iteration 34Q: 3 clusters Score -3.373837e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248305 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -33738380.000000 Penalty: 6217.148438
	Iteration 35Q: 3 clusters Score -3.373838e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248305 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -33738384.000000 Penalty: 6217.148438
	Iteration 36Q: 3 clusters Score -3.373838e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248314 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -33738356.000000 Penalty: 6217.148438
	Iteration 37Q: 3 clusters Score -3.373836e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248312 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -33738360.000000 Penalty: 6217.148438
	Iteration 38Q: 3 clusters Score -3.373836e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248313 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -33738364.000000 Penalty: 6217.148438
	Iteration 39Q: 3 clusters Score -3.373836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248315 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -33738360.000000 Penalty: 6217.148438
	Iteration 40F: 3 clusters Score -3.373836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248314 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -33738348.000000 Penalty: 6217.148438
	Iteration 41Q: 3 clusters Score -3.373835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248316 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -33738344.000000 Penalty: 6217.148438
	Iteration 42Q: 3 clusters Score -3.373834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248316 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -33738348.000000 Penalty: 6217.148438
	Iteration 43Q: 3 clusters Score -3.373835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248316 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -33738356.000000 Penalty: 6217.148438
	Iteration 44Q: 3 clusters Score -3.373836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248315 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -33738340.000000 Penalty: 6217.148438
	Iteration 45Q: 3 clusters Score -3.373834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248315 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -33738340.000000 Penalty: 6217.148438
	Iteration 46F: 3 clusters Score -3.373834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 248315 members 
Mstep: Class 2 contains 18361 members 
Mstep: Class 3 contains 294768 members 
Mstep: Class 4 contains 29462 members 
Mstep: Class 5 contains 55740 members 
Mstep: Class 6 contains 68325 members 
Mstep: Class 7 contains 21083 members 
Mstep: Class 8 contains 30450 members 
Mstep: Class 9 contains 38787 members 
Mstep: Class 10 contains 14663 members 
Mstep: Class 11 contains 26520 members 
Mstep: Class 12 contains 23001 members 
Mstep: Class 13 contains 238311 members 
Mstep: Class 14 contains 64861 members 
Mstep: Class 15 contains 56395 members 
Mstep: Class 16 contains 73833 members 
Mstep: Class 17 contains 19211 members 
Mstep: Class 18 contains 3011 members 
Mstep: Class 19 contains 7469 members 
Entering Unmasked Estep 
Score: -158339632.000000 Penalty: 66451.835938
Splitting cluster 1 changes total score from -158326720.000000 to -158339632.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (18361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Entering Unmasked Estep 
Score: -2099598.500000 Penalty: 2434.860107
	Iteration 0F: 2 clusters Score -2099598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2086552.750000 Penalty: 4869.720215
	Iteration 0F: 3 clusters Score -2086553 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2090994.625000 Penalty: 4869.720215
	Iteration 1F: 3 clusters Score -2090995 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2091594.625000 Penalty: 4869.720215
	Iteration 2F: 3 clusters Score -2091595 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2092185.500000 Penalty: 4869.720215
	Iteration 3F: 3 clusters Score -2092186 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2092894.875000 Penalty: 4869.720215
	Iteration 4F: 3 clusters Score -2092895 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2093617.000000 Penalty: 4869.720215
	Iteration 5F: 3 clusters Score -2093617 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2094367.500000 Penalty: 4869.720215
	Iteration 6F: 3 clusters Score -2094368 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2095002.250000 Penalty: 4869.720215
	Iteration 7F: 3 clusters Score -2095002 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2095537.250000 Penalty: 4869.720215
	Iteration 8Q: 3 clusters Score -2095537 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2095958.500000 Penalty: 4869.720215
	Iteration 9Q: 3 clusters Score -2095958 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2096327.625000 Penalty: 4869.720215
	Iteration 10Q: 3 clusters Score -2096328 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -2096678.250000 Penalty: 4869.720215
	Iteration 11Q: 3 clusters Score -2096678 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2097000.000000 Penalty: 4869.720215
	Iteration 12Q: 3 clusters Score -2097000 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2097271.250000 Penalty: 4869.720215
	Iteration 13Q: 3 clusters Score -2097271 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2097530.500000 Penalty: 4869.720215
	Iteration 14Q: 3 clusters Score -2097530 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2097727.000000 Penalty: 4869.720215
	Iteration 15Q: 3 clusters Score -2097727 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2097889.000000 Penalty: 4869.720215
	Iteration 16Q: 3 clusters Score -2097889 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2098018.500000 Penalty: 4869.720215
	Iteration 17Q: 3 clusters Score -2098018 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2098111.250000 Penalty: 4869.720215
	Iteration 18Q: 3 clusters Score -2098111 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2098178.750000 Penalty: 4869.720215
	Iteration 19Q: 3 clusters Score -2098179 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2098226.500000 Penalty: 4869.720215
	Iteration 20F: 3 clusters Score -2098226 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2098266.250000 Penalty: 4869.720215
	Iteration 21Q: 3 clusters Score -2098266 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2098311.500000 Penalty: 4869.720215
	Iteration 22Q: 3 clusters Score -2098312 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2098353.000000 Penalty: 4869.720215
	Iteration 23Q: 3 clusters Score -2098353 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2098388.000000 Penalty: 4869.720215
	Iteration 24Q: 3 clusters Score -2098388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2098410.750000 Penalty: 4869.720215
	Iteration 25Q: 3 clusters Score -2098411 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2098435.000000 Penalty: 4869.720215
	Iteration 26Q: 3 clusters Score -2098435 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2098459.250000 Penalty: 4869.720215
	Iteration 27Q: 3 clusters Score -2098459 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2098483.750000 Penalty: 4869.720215
	Iteration 28Q: 3 clusters Score -2098484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2098501.500000 Penalty: 4869.720215
	Iteration 29Q: 3 clusters Score -2098502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2098510.750000 Penalty: 4869.720215
	Iteration 30Q: 3 clusters Score -2098511 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2098523.000000 Penalty: 4869.720215
	Iteration 31Q: 3 clusters Score -2098523 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -2098530.750000 Penalty: 4869.720215
	Iteration 32Q: 3 clusters Score -2098531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2098539.750000 Penalty: 4869.720215
	Iteration 33Q: 3 clusters Score -2098540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2098545.750000 Penalty: 4869.720215
	Iteration 34Q: 3 clusters Score -2098546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2098551.250000 Penalty: 4869.720215
	Iteration 35Q: 3 clusters Score -2098551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2098555.500000 Penalty: 4869.720215
	Iteration 36Q: 3 clusters Score -2098556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2098558.250000 Penalty: 4869.720215
	Iteration 37Q: 3 clusters Score -2098558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2098560.250000 Penalty: 4869.720215
	Iteration 38Q: 3 clusters Score -2098560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2098563.500000 Penalty: 4869.720215
	Iteration 39Q: 3 clusters Score -2098564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2098562.750000 Penalty: 4869.720215
	Iteration 40F: 3 clusters Score -2098563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2098569.500000 Penalty: 4869.720215
	Iteration 41Q: 3 clusters Score -2098570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2098573.750000 Penalty: 4869.720215
	Iteration 42Q: 3 clusters Score -2098574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -2098576.250000 Penalty: 4869.720215
	Iteration 43Q: 3 clusters Score -2098576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2098581.500000 Penalty: 4869.720215
	Iteration 44Q: 3 clusters Score -2098582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2098583.500000 Penalty: 4869.720215
	Iteration 45Q: 3 clusters Score -2098584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2098591.250000 Penalty: 4869.720215
	Iteration 46Q: 3 clusters Score -2098591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2098595.250000 Penalty: 4869.720215
	Iteration 47Q: 3 clusters Score -2098595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2098602.250000 Penalty: 4869.720215
	Iteration 48Q: 3 clusters Score -2098602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2098604.250000 Penalty: 4869.720215
	Iteration 49Q: 3 clusters Score -2098604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2098603.250000 Penalty: 4869.720215
	Iteration 50Q: 3 clusters Score -2098603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2098613.250000 Penalty: 4869.720215
	Iteration 51Q: 3 clusters Score -2098613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2098610.000000 Penalty: 4869.720215
	Iteration 52Q: 3 clusters Score -2098610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2098610.000000 Penalty: 4869.720215
	Iteration 53Q: 3 clusters Score -2098610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2098613.500000 Penalty: 4869.720215
	Iteration 54Q: 3 clusters Score -2098614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2098617.750000 Penalty: 4869.720215
	Iteration 55Q: 3 clusters Score -2098618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2098617.250000 Penalty: 4869.720215
	Iteration 56Q: 3 clusters Score -2098617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2098619.500000 Penalty: 4869.720215
	Iteration 57Q: 3 clusters Score -2098620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2098621.250000 Penalty: 4869.720215
	Iteration 58Q: 3 clusters Score -2098621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2098619.750000 Penalty: 4869.720215
	Iteration 59Q: 3 clusters Score -2098620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2098624.000000 Penalty: 4869.720215
	Iteration 60F: 3 clusters Score -2098624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2098625.500000 Penalty: 4869.720215
	Iteration 61Q: 3 clusters Score -2098626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2098625.000000 Penalty: 4869.720215
	Iteration 62Q: 3 clusters Score -2098625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2098626.000000 Penalty: 4869.720215
	Iteration 63Q: 3 clusters Score -2098626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2098623.500000 Penalty: 4869.720215
	Iteration 64Q: 3 clusters Score -2098624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2098627.750000 Penalty: 4869.720215
	Iteration 65Q: 3 clusters Score -2098628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2098629.250000 Penalty: 4869.720215
	Iteration 66Q: 3 clusters Score -2098629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2098631.750000 Penalty: 4869.720215
	Iteration 67Q: 3 clusters Score -2098632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2098631.000000 Penalty: 4869.720215
	Iteration 68Q: 3 clusters Score -2098631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2098632.750000 Penalty: 4869.720215
	Iteration 69Q: 3 clusters Score -2098633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2098631.750000 Penalty: 4869.720215
	Iteration 70Q: 3 clusters Score -2098632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2098631.750000 Penalty: 4869.720215
	Iteration 71F: 3 clusters Score -2098632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (294768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294768 members 
Entering Unmasked Estep 
Score: -35957824.000000 Penalty: 3123.298096
	Iteration 0F: 2 clusters Score -3.595782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147163 members 
Mstep: Class 2 contains 147605 members 
Entering Unmasked Estep 
Score: -35798192.000000 Penalty: 6246.596191
	Iteration 0F: 3 clusters Score -3.579819e+07 nChanged 142649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142220 members 
Mstep: Class 2 contains 152548 members 
Entering Unmasked Estep 
Score: -35883048.000000 Penalty: 6246.596191
	Iteration 1F: 3 clusters Score -3.588305e+07 nChanged 9656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138494 members 
Mstep: Class 2 contains 156274 members 
Entering Unmasked Estep 
Score: -35885712.000000 Penalty: 6246.596191
	Iteration 2Q: 3 clusters Score -3.588571e+07 nChanged 12035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132759 members 
Mstep: Class 2 contains 162009 members 
Entering Unmasked Estep 
Score: -35889352.000000 Penalty: 6246.596191
	Iteration 3Q: 3 clusters Score -3.588935e+07 nChanged 15098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124663 members 
Mstep: Class 2 contains 170105 members 
Entering Unmasked Estep 
Score: -35894660.000000 Penalty: 6246.596191
	Iteration 4F: 3 clusters Score -3.589466e+07 nChanged 17591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114728 members 
Mstep: Class 2 contains 180040 members 
Entering Unmasked Estep 
Score: -35900452.000000 Penalty: 6246.596191
	Iteration 5F: 3 clusters Score -3.590045e+07 nChanged 18199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104725 members 
Mstep: Class 2 contains 190043 members 
Entering Unmasked Estep 
Score: -35905920.000000 Penalty: 6246.596191
	Iteration 6F: 3 clusters Score -3.590592e+07 nChanged 17046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96115 members 
Mstep: Class 2 contains 198653 members 
Entering Unmasked Estep 
Score: -35909992.000000 Penalty: 6246.596191
	Iteration 7F: 3 clusters Score -3.590999e+07 nChanged 14399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89386 members 
Mstep: Class 2 contains 205382 members 
Entering Unmasked Estep 
Score: -35913748.000000 Penalty: 6246.596191
	Iteration 8Q: 3 clusters Score -3.591375e+07 nChanged 12129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84633 members 
Mstep: Class 2 contains 210135 members 
Entering Unmasked Estep 
Score: -35917676.000000 Penalty: 6246.596191
	Iteration 9Q: 3 clusters Score -3.591768e+07 nChanged 11170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82113 members 
Mstep: Class 2 contains 212655 members 
Entering Unmasked Estep 
Score: -35922824.000000 Penalty: 6246.596191
	Iteration 10Q: 3 clusters Score -3.592282e+07 nChanged 11316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81913 members 
Mstep: Class 2 contains 212855 members 
Entering Unmasked Estep 
Score: -35929364.000000 Penalty: 6246.596191
	Iteration 11Q: 3 clusters Score -3.592936e+07 nChanged 11569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83678 members 
Mstep: Class 2 contains 211090 members 
Entering Unmasked Estep 
Score: -35935240.000000 Penalty: 6246.596191
	Iteration 12Q: 3 clusters Score -3.593524e+07 nChanged 10002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86228 members 
Mstep: Class 2 contains 208540 members 
Entering Unmasked Estep 
Score: -35938504.000000 Penalty: 6246.596191
	Iteration 13Q: 3 clusters Score -3.59385e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 205789 members 
Entering Unmasked Estep 
Score: -35940440.000000 Penalty: 6246.596191
	Iteration 14Q: 3 clusters Score -3.594044e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91860 members 
Mstep: Class 2 contains 202908 members 
Entering Unmasked Estep 
Score: -35941368.000000 Penalty: 6246.596191
	Iteration 15Q: 3 clusters Score -3.594137e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94809 members 
Mstep: Class 2 contains 199959 members 
Entering Unmasked Estep 
Score: -35941888.000000 Penalty: 6246.596191
	Iteration 16Q: 3 clusters Score -3.594189e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97895 members 
Mstep: Class 2 contains 196873 members 
Entering Unmasked Estep 
Score: -35942592.000000 Penalty: 6246.596191
	Iteration 17Q: 3 clusters Score -3.594259e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101111 members 
Mstep: Class 2 contains 193657 members 
Entering Unmasked Estep 
Score: -35943364.000000 Penalty: 6246.596191
	Iteration 18Q: 3 clusters Score -3.594336e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104395 members 
Mstep: Class 2 contains 190373 members 
Entering Unmasked Estep 
Score: -35943988.000000 Penalty: 6246.596191
	Iteration 19Q: 3 clusters Score -3.594399e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107723 members 
Mstep: Class 2 contains 187045 members 
Entering Unmasked Estep 
Score: -35944736.000000 Penalty: 6246.596191
	Iteration 20F: 3 clusters Score -3.594474e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111097 members 
Mstep: Class 2 contains 183671 members 
Entering Unmasked Estep 
Score: -35945568.000000 Penalty: 6246.596191
	Iteration 21Q: 3 clusters Score -3.594557e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114483 members 
Mstep: Class 2 contains 180285 members 
Entering Unmasked Estep 
Score: -35946312.000000 Penalty: 6246.596191
	Iteration 22Q: 3 clusters Score -3.594631e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117691 members 
Mstep: Class 2 contains 177077 members 
Entering Unmasked Estep 
Score: -35946896.000000 Penalty: 6246.596191
	Iteration 23Q: 3 clusters Score -3.59469e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120871 members 
Mstep: Class 2 contains 173897 members 
Entering Unmasked Estep 
Score: -35947520.000000 Penalty: 6246.596191
	Iteration 24Q: 3 clusters Score -3.594752e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123968 members 
Mstep: Class 2 contains 170800 members 
Entering Unmasked Estep 
Score: -35948168.000000 Penalty: 6246.596191
	Iteration 25Q: 3 clusters Score -3.594817e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126992 members 
Mstep: Class 2 contains 167776 members 
Entering Unmasked Estep 
Score: -35948516.000000 Penalty: 6246.596191
	Iteration 26Q: 3 clusters Score -3.594852e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129868 members 
Mstep: Class 2 contains 164900 members 
Entering Unmasked Estep 
Score: -35949148.000000 Penalty: 6246.596191
	Iteration 27Q: 3 clusters Score -3.594915e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132600 members 
Mstep: Class 2 contains 162168 members 
Entering Unmasked Estep 
Score: -35949456.000000 Penalty: 6246.596191
	Iteration 28Q: 3 clusters Score -3.594946e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135126 members 
Mstep: Class 2 contains 159642 members 
Entering Unmasked Estep 
Score: -35950088.000000 Penalty: 6246.596191
	Iteration 29Q: 3 clusters Score -3.595009e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137468 members 
Mstep: Class 2 contains 157300 members 
Entering Unmasked Estep 
Score: -35950504.000000 Penalty: 6246.596191
	Iteration 30Q: 3 clusters Score -3.59505e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139658 members 
Mstep: Class 2 contains 155110 members 
Entering Unmasked Estep 
Score: -35951008.000000 Penalty: 6246.596191
	Iteration 31Q: 3 clusters Score -3.595101e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141683 members 
Mstep: Class 2 contains 153085 members 
Entering Unmasked Estep 
Score: -35951460.000000 Penalty: 6246.596191
	Iteration 32Q: 3 clusters Score -3.595146e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143570 members 
Mstep: Class 2 contains 151198 members 
Entering Unmasked Estep 
Score: -35951728.000000 Penalty: 6246.596191
	Iteration 33Q: 3 clusters Score -3.595173e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145252 members 
Mstep: Class 2 contains 149516 members 
Entering Unmasked Estep 
Score: -35952192.000000 Penalty: 6246.596191
	Iteration 34Q: 3 clusters Score -3.595219e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147000 members 
Mstep: Class 2 contains 147768 members 
Entering Unmasked Estep 
Score: -35952444.000000 Penalty: 6246.596191
	Iteration 35Q: 3 clusters Score -3.595244e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148875 members 
Mstep: Class 2 contains 145893 members 
Entering Unmasked Estep 
Score: -35952868.000000 Penalty: 6246.596191
	Iteration 36Q: 3 clusters Score -3.595287e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150822 members 
Mstep: Class 2 contains 143946 members 
Entering Unmasked Estep 
Score: -35953240.000000 Penalty: 6246.596191
	Iteration 37Q: 3 clusters Score -3.595324e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152876 members 
Mstep: Class 2 contains 141892 members 
Entering Unmasked Estep 
Score: -35953492.000000 Penalty: 6246.596191
	Iteration 38Q: 3 clusters Score -3.595349e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155181 members 
Mstep: Class 2 contains 139587 members 
Entering Unmasked Estep 
Score: -35953552.000000 Penalty: 6246.596191
	Iteration 39Q: 3 clusters Score -3.595355e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157970 members 
Mstep: Class 2 contains 136798 members 
Entering Unmasked Estep 
Score: -35953584.000000 Penalty: 6246.596191
	Iteration 40F: 3 clusters Score -3.595358e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161441 members 
Mstep: Class 2 contains 133327 members 
Entering Unmasked Estep 
Score: -35954036.000000 Penalty: 6246.596191
	Iteration 41Q: 3 clusters Score -3.595404e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165575 members 
Mstep: Class 2 contains 129193 members 
Entering Unmasked Estep 
Score: -35954436.000000 Penalty: 6246.596191
	Iteration 42Q: 3 clusters Score -3.595444e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170506 members 
Mstep: Class 2 contains 124262 members 
Entering Unmasked Estep 
Score: -35955060.000000 Penalty: 6246.596191
	Iteration 43Q: 3 clusters Score -3.595506e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176420 members 
Mstep: Class 2 contains 118348 members 
Entering Unmasked Estep 
Score: -35955852.000000 Penalty: 6246.596191
	Iteration 44Q: 3 clusters Score -3.595585e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183292 members 
Mstep: Class 2 contains 111476 members 
Entering Unmasked Estep 
Score: -35956780.000000 Penalty: 6246.596191
	Iteration 45Q: 3 clusters Score -3.595678e+07 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191210 members 
Mstep: Class 2 contains 103558 members 
Entering Unmasked Estep 
Score: -35957812.000000 Penalty: 6246.596191
	Iteration 46Q: 3 clusters Score -3.595781e+07 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200020 members 
Mstep: Class 2 contains 94748 members 
Entering Unmasked Estep 
Score: -35959184.000000 Penalty: 6246.596191
	Iteration 47Q: 3 clusters Score -3.595918e+07 nChanged 9556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209294 members 
Mstep: Class 2 contains 85474 members 
Entering Unmasked Estep 
Score: -35960948.000000 Penalty: 6246.596191
	Iteration 48Q: 3 clusters Score -3.596095e+07 nChanged 9472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218398 members 
Mstep: Class 2 contains 76370 members 
Entering Unmasked Estep 
Score: -35962540.000000 Penalty: 6246.596191
	Iteration 49Q: 3 clusters Score -3.596254e+07 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226857 members 
Mstep: Class 2 contains 67911 members 
Entering Unmasked Estep 
Score: -35964648.000000 Penalty: 6246.596191
	Iteration 50Q: 3 clusters Score -3.596465e+07 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234155 members 
Mstep: Class 2 contains 60613 members 
Entering Unmasked Estep 
Score: -35966044.000000 Penalty: 6246.596191
	Iteration 51Q: 3 clusters Score -3.596604e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240100 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -35966760.000000 Penalty: 6246.596191
	Iteration 52Q: 3 clusters Score -3.596676e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244719 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -35967656.000000 Penalty: 6246.596191
	Iteration 53Q: 3 clusters Score -3.596766e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248339 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -35968420.000000 Penalty: 6246.596191
	Iteration 54Q: 3 clusters Score -3.596842e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251236 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -35968864.000000 Penalty: 6246.596191
	Iteration 55Q: 3 clusters Score -3.596886e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253509 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -35968960.000000 Penalty: 6246.596191
	Iteration 56Q: 3 clusters Score -3.596896e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255350 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -35969180.000000 Penalty: 6246.596191
	Iteration 57Q: 3 clusters Score -3.596918e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256851 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -35969360.000000 Penalty: 6246.596191
	Iteration 58Q: 3 clusters Score -3.596936e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258013 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -35969432.000000 Penalty: 6246.596191
	Iteration 59Q: 3 clusters Score -3.596943e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258997 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -35971372.000000 Penalty: 6246.596191
	Iteration 60F: 3 clusters Score -3.597137e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261238 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -35971664.000000 Penalty: 6246.596191
	Iteration 61Q: 3 clusters Score -3.597166e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262992 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -35971444.000000 Penalty: 6246.596191
	Iteration 62Q: 3 clusters Score -3.597144e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264329 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -35971244.000000 Penalty: 6246.596191
	Iteration 63Q: 3 clusters Score -3.597124e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265433 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -35971156.000000 Penalty: 6246.596191
	Iteration 64Q: 3 clusters Score -3.597116e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266336 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -35971064.000000 Penalty: 6246.596191
	Iteration 65Q: 3 clusters Score -3.597106e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267029 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -35970756.000000 Penalty: 6246.596191
	Iteration 66Q: 3 clusters Score -3.597076e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267618 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -35970612.000000 Penalty: 6246.596191
	Iteration 67Q: 3 clusters Score -3.597061e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268130 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -35970564.000000 Penalty: 6246.596191
	Iteration 68Q: 3 clusters Score -3.597056e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268601 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -35970428.000000 Penalty: 6246.596191
	Iteration 69Q: 3 clusters Score -3.597043e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269000 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -35970368.000000 Penalty: 6246.596191
	Iteration 70Q: 3 clusters Score -3.597037e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269346 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -35970264.000000 Penalty: 6246.596191
	Iteration 71Q: 3 clusters Score -3.597026e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269654 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -35970140.000000 Penalty: 6246.596191
	Iteration 72Q: 3 clusters Score -3.597014e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269922 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -35970100.000000 Penalty: 6246.596191
	Iteration 73Q: 3 clusters Score -3.59701e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270163 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -35970080.000000 Penalty: 6246.596191
	Iteration 74Q: 3 clusters Score -3.597008e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270395 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -35970028.000000 Penalty: 6246.596191
	Iteration 75Q: 3 clusters Score -3.597003e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270611 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -35969976.000000 Penalty: 6246.596191
	Iteration 76Q: 3 clusters Score -3.596998e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270802 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -35969932.000000 Penalty: 6246.596191
	Iteration 77Q: 3 clusters Score -3.596993e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270981 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -35969868.000000 Penalty: 6246.596191
	Iteration 78Q: 3 clusters Score -3.596987e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271136 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -35969844.000000 Penalty: 6246.596191
	Iteration 79Q: 3 clusters Score -3.596984e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271279 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -35969804.000000 Penalty: 6246.596191
	Iteration 80F: 3 clusters Score -3.59698e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271418 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -35969792.000000 Penalty: 6246.596191
	Iteration 81Q: 3 clusters Score -3.596979e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271550 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -35969708.000000 Penalty: 6246.596191
	Iteration 82Q: 3 clusters Score -3.596971e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271677 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -35969740.000000 Penalty: 6246.596191
	Iteration 83Q: 3 clusters Score -3.596974e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271806 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -35969648.000000 Penalty: 6246.596191
	Iteration 84Q: 3 clusters Score -3.596965e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271926 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -35969620.000000 Penalty: 6246.596191
	Iteration 85Q: 3 clusters Score -3.596962e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272041 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -35969616.000000 Penalty: 6246.596191
	Iteration 86Q: 3 clusters Score -3.596962e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272155 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -35969544.000000 Penalty: 6246.596191
	Iteration 87Q: 3 clusters Score -3.596954e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272269 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -35969488.000000 Penalty: 6246.596191
	Iteration 88Q: 3 clusters Score -3.596949e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272373 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -35969500.000000 Penalty: 6246.596191
	Iteration 89Q: 3 clusters Score -3.59695e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272483 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -35969492.000000 Penalty: 6246.596191
	Iteration 90Q: 3 clusters Score -3.596949e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272585 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -35969488.000000 Penalty: 6246.596191
	Iteration 91Q: 3 clusters Score -3.596949e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272677 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -35969528.000000 Penalty: 6246.596191
	Iteration 92Q: 3 clusters Score -3.596953e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272740 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -35969508.000000 Penalty: 6246.596191
	Iteration 93Q: 3 clusters Score -3.596951e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272791 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -35969476.000000 Penalty: 6246.596191
	Iteration 94Q: 3 clusters Score -3.596948e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272844 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -35969504.000000 Penalty: 6246.596191
	Iteration 95Q: 3 clusters Score -3.59695e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272887 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -35969488.000000 Penalty: 6246.596191
	Iteration 96Q: 3 clusters Score -3.596949e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272929 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -35969492.000000 Penalty: 6246.596191
	Iteration 97Q: 3 clusters Score -3.596949e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272968 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -35969480.000000 Penalty: 6246.596191
	Iteration 98Q: 3 clusters Score -3.596948e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273013 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -35969452.000000 Penalty: 6246.596191
	Iteration 99Q: 3 clusters Score -3.596945e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273063 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -35969452.000000 Penalty: 6246.596191
	Iteration 100F: 3 clusters Score -3.596945e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273110 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -35969476.000000 Penalty: 6246.596191
	Iteration 101Q: 3 clusters Score -3.596948e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273145 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -35969492.000000 Penalty: 6246.596191
	Iteration 102Q: 3 clusters Score -3.596949e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273192 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -35969492.000000 Penalty: 6246.596191
	Iteration 103Q: 3 clusters Score -3.596949e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273237 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -35969476.000000 Penalty: 6246.596191
	Iteration 104Q: 3 clusters Score -3.596948e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273291 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -35969472.000000 Penalty: 6246.596191
	Iteration 105Q: 3 clusters Score -3.596947e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273339 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -35969480.000000 Penalty: 6246.596191
	Iteration 106Q: 3 clusters Score -3.596948e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273392 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -35969476.000000 Penalty: 6246.596191
	Iteration 107Q: 3 clusters Score -3.596948e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273437 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -35969480.000000 Penalty: 6246.596191
	Iteration 108Q: 3 clusters Score -3.596948e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273480 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -35969480.000000 Penalty: 6246.596191
	Iteration 109Q: 3 clusters Score -3.596948e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273526 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -35969496.000000 Penalty: 6246.596191
	Iteration 110Q: 3 clusters Score -3.59695e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273583 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -35969464.000000 Penalty: 6246.596191
	Iteration 111Q: 3 clusters Score -3.596946e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273629 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -35969416.000000 Penalty: 6246.596191
	Iteration 112Q: 3 clusters Score -3.596942e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273661 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -35969388.000000 Penalty: 6246.596191
	Iteration 113Q: 3 clusters Score -3.596939e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273681 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -35969408.000000 Penalty: 6246.596191
	Iteration 114Q: 3 clusters Score -3.596941e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273691 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -35969384.000000 Penalty: 6246.596191
	Iteration 115Q: 3 clusters Score -3.596938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273703 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -35969384.000000 Penalty: 6246.596191
	Iteration 116Q: 3 clusters Score -3.596938e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273717 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -35969364.000000 Penalty: 6246.596191
	Iteration 117Q: 3 clusters Score -3.596936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273724 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -35969380.000000 Penalty: 6246.596191
	Iteration 118Q: 3 clusters Score -3.596938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273729 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -35969396.000000 Penalty: 6246.596191
	Iteration 119Q: 3 clusters Score -3.59694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273735 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -35969392.000000 Penalty: 6246.596191
	Iteration 120F: 3 clusters Score -3.596939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273742 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -35969376.000000 Penalty: 6246.596191
	Iteration 121Q: 3 clusters Score -3.596938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273751 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -35969376.000000 Penalty: 6246.596191
	Iteration 122Q: 3 clusters Score -3.596938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273759 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -35969396.000000 Penalty: 6246.596191
	Iteration 123Q: 3 clusters Score -3.59694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273763 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -35969384.000000 Penalty: 6246.596191
	Iteration 124Q: 3 clusters Score -3.596938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273767 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -35969384.000000 Penalty: 6246.596191
	Iteration 125Q: 3 clusters Score -3.596938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273769 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -35969372.000000 Penalty: 6246.596191
	Iteration 126Q: 3 clusters Score -3.596937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273773 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -35969372.000000 Penalty: 6246.596191
	Iteration 127Q: 3 clusters Score -3.596937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273778 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -35969380.000000 Penalty: 6246.596191
	Iteration 128Q: 3 clusters Score -3.596938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273781 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -35969368.000000 Penalty: 6246.596191
	Iteration 129Q: 3 clusters Score -3.596937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273786 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -35969372.000000 Penalty: 6246.596191
	Iteration 130Q: 3 clusters Score -3.596937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273790 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -35969376.000000 Penalty: 6246.596191
	Iteration 131Q: 3 clusters Score -3.596938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273793 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -35969388.000000 Penalty: 6246.596191
	Iteration 132Q: 3 clusters Score -3.596939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273795 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -35969404.000000 Penalty: 6246.596191
	Iteration 133Q: 3 clusters Score -3.59694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273797 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -35969392.000000 Penalty: 6246.596191
	Iteration 134Q: 3 clusters Score -3.596939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273797 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -35969392.000000 Penalty: 6246.596191
	Iteration 135F: 3 clusters Score -3.596939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 248315 members 
Mstep: Class 2 contains 18361 members 
Mstep: Class 3 contains 273797 members 
Mstep: Class 4 contains 29462 members 
Mstep: Class 5 contains 55740 members 
Mstep: Class 6 contains 68325 members 
Mstep: Class 7 contains 21083 members 
Mstep: Class 8 contains 30450 members 
Mstep: Class 9 contains 38787 members 
Mstep: Class 10 contains 14663 members 
Mstep: Class 11 contains 26520 members 
Mstep: Class 12 contains 23001 members 
Mstep: Class 13 contains 238311 members 
Mstep: Class 14 contains 64861 members 
Mstep: Class 15 contains 56395 members 
Mstep: Class 16 contains 73833 members 
Mstep: Class 17 contains 19211 members 
Mstep: Class 18 contains 3011 members 
Mstep: Class 19 contains 7469 members 
Mstep: Class 20 contains 20971 members 
Entering Unmasked Estep 
Score: -158352432.000000 Penalty: 69949.304688
Splitting cluster 3 changes total score from -158326720.000000 to -158352432.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 5 (55740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Entering Unmasked Estep 
Score: -6856930.000000 Penalty: 2710.256348
	Iteration 0F: 2 clusters Score -6856930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -6819613.000000 Penalty: 5420.512695
	Iteration 0F: 3 clusters Score -6819613 nChanged 25827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -6834990.500000 Penalty: 5420.512695
	Iteration 1F: 3 clusters Score -6834990 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -6837148.000000 Penalty: 5420.512695
	Iteration 2F: 3 clusters Score -6837148 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -6840098.500000 Penalty: 5420.512695
	Iteration 3F: 3 clusters Score -6840098 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -6843555.000000 Penalty: 5420.512695
	Iteration 4F: 3 clusters Score -6843555 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -6846802.500000 Penalty: 5420.512695
	Iteration 5F: 3 clusters Score -6846802 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -6849341.500000 Penalty: 5420.512695
	Iteration 6F: 3 clusters Score -6849342 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -6851165.000000 Penalty: 5420.512695
	Iteration 7Q: 3 clusters Score -6851165 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -6852347.500000 Penalty: 5420.512695
	Iteration 8Q: 3 clusters Score -6852348 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -6852966.500000 Penalty: 5420.512695
	Iteration 9Q: 3 clusters Score -6852966 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -6853279.500000 Penalty: 5420.512695
	Iteration 10Q: 3 clusters Score -6853280 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -6853431.500000 Penalty: 5420.512695
	Iteration 11Q: 3 clusters Score -6853432 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -6853550.500000 Penalty: 5420.512695
	Iteration 12Q: 3 clusters Score -6853550 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -6853639.500000 Penalty: 5420.512695
	Iteration 13Q: 3 clusters Score -6853640 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -6853762.000000 Penalty: 5420.512695
	Iteration 14Q: 3 clusters Score -6853762 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -6853856.500000 Penalty: 5420.512695
	Iteration 15Q: 3 clusters Score -6853856 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -6853946.500000 Penalty: 5420.512695
	Iteration 16Q: 3 clusters Score -6853946 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -6854006.500000 Penalty: 5420.512695
	Iteration 17Q: 3 clusters Score -6854006 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -6854080.000000 Penalty: 5420.512695
	Iteration 18Q: 3 clusters Score -6854080 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -6854179.500000 Penalty: 5420.512695
	Iteration 19Q: 3 clusters Score -6854180 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -6854275.500000 Penalty: 5420.512695
	Iteration 20F: 3 clusters Score -6854276 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -6854375.000000 Penalty: 5420.512695
	Iteration 21Q: 3 clusters Score -6854375 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -6854422.000000 Penalty: 5420.512695
	Iteration 22Q: 3 clusters Score -6854422 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -6854465.500000 Penalty: 5420.512695
	Iteration 23Q: 3 clusters Score -6854466 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -6854554.500000 Penalty: 5420.512695
	Iteration 24Q: 3 clusters Score -6854554 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -6854640.500000 Penalty: 5420.512695
	Iteration 25Q: 3 clusters Score -6854640 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -6854733.500000 Penalty: 5420.512695
	Iteration 26Q: 3 clusters Score -6854734 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -6854776.000000 Penalty: 5420.512695
	Iteration 27Q: 3 clusters Score -6854776 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -6854805.500000 Penalty: 5420.512695
	Iteration 28Q: 3 clusters Score -6854806 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 45778 members 
Entering Unmasked Estep 
Score: -6854871.500000 Penalty: 5420.512695
	Iteration 29Q: 3 clusters Score -6854872 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -6854934.500000 Penalty: 5420.512695
	Iteration 30Q: 3 clusters Score -6854934 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 46334 members 
Entering Unmasked Estep 
Score: -6854999.000000 Penalty: 5420.512695
	Iteration 31Q: 3 clusters Score -6854999 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -6855045.500000 Penalty: 5420.512695
	Iteration 32Q: 3 clusters Score -6855046 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -6855088.000000 Penalty: 5420.512695
	Iteration 33Q: 3 clusters Score -6855088 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -6855124.000000 Penalty: 5420.512695
	Iteration 34Q: 3 clusters Score -6855124 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -6855181.000000 Penalty: 5420.512695
	Iteration 35Q: 3 clusters Score -6855181 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -6855239.000000 Penalty: 5420.512695
	Iteration 36Q: 3 clusters Score -6855239 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -6855271.000000 Penalty: 5420.512695
	Iteration 37Q: 3 clusters Score -6855271 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 47957 members 
Entering Unmasked Estep 
Score: -6855299.500000 Penalty: 5420.512695
	Iteration 38Q: 3 clusters Score -6855300 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -6855321.000000 Penalty: 5420.512695
	Iteration 39Q: 3 clusters Score -6855321 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -6855346.500000 Penalty: 5420.512695
	Iteration 40F: 3 clusters Score -6855346 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
Score: -6855383.500000 Penalty: 5420.512695
	Iteration 41Q: 3 clusters Score -6855384 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -6855404.500000 Penalty: 5420.512695
	Iteration 42Q: 3 clusters Score -6855404 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -6855435.000000 Penalty: 5420.512695
	Iteration 43Q: 3 clusters Score -6855435 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -6855479.500000 Penalty: 5420.512695
	Iteration 44Q: 3 clusters Score -6855480 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 49059 members 
Entering Unmasked Estep 
Score: -6855487.000000 Penalty: 5420.512695
	Iteration 45Q: 3 clusters Score -6855487 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -6855496.000000 Penalty: 5420.512695
	Iteration 46Q: 3 clusters Score -6855496 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -6855504.000000 Penalty: 5420.512695
	Iteration 47Q: 3 clusters Score -6855504 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 49449 members 
Entering Unmasked Estep 
Score: -6855541.000000 Penalty: 5420.512695
	Iteration 48Q: 3 clusters Score -6855541 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -6855565.500000 Penalty: 5420.512695
	Iteration 49Q: 3 clusters Score -6855566 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -6855599.000000 Penalty: 5420.512695
	Iteration 50Q: 3 clusters Score -6855599 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 49836 members 
Entering Unmasked Estep 
Score: -6855627.000000 Penalty: 5420.512695
	Iteration 51Q: 3 clusters Score -6855627 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -6855649.500000 Penalty: 5420.512695
	Iteration 52Q: 3 clusters Score -6855650 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -6855657.500000 Penalty: 5420.512695
	Iteration 53Q: 3 clusters Score -6855658 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -6855683.000000 Penalty: 5420.512695
	Iteration 54Q: 3 clusters Score -6855683 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -6855695.500000 Penalty: 5420.512695
	Iteration 55Q: 3 clusters Score -6855696 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -6855722.500000 Penalty: 5420.512695
	Iteration 56Q: 3 clusters Score -6855722 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 50491 members 
Entering Unmasked Estep 
Score: -6855720.000000 Penalty: 5420.512695
	Iteration 57Q: 3 clusters Score -6855720 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -6855723.000000 Penalty: 5420.512695
	Iteration 58Q: 3 clusters Score -6855723 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -6855739.500000 Penalty: 5420.512695
	Iteration 59Q: 3 clusters Score -6855740 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 50736 members 
Entering Unmasked Estep 
Score: -6855759.500000 Penalty: 5420.512695
	Iteration 60F: 3 clusters Score -6855760 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -6855774.000000 Penalty: 5420.512695
	Iteration 61Q: 3 clusters Score -6855774 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -6855791.500000 Penalty: 5420.512695
	Iteration 62Q: 3 clusters Score -6855792 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 50955 members 
Entering Unmasked Estep 
Score: -6855813.000000 Penalty: 5420.512695
	Iteration 63Q: 3 clusters Score -6855813 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 51014 members 
Entering Unmasked Estep 
Score: -6855807.000000 Penalty: 5420.512695
	Iteration 64Q: 3 clusters Score -6855807 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -6855826.000000 Penalty: 5420.512695
	Iteration 65Q: 3 clusters Score -6855826 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
Score: -6855839.500000 Penalty: 5420.512695
	Iteration 66Q: 3 clusters Score -6855840 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -6855839.000000 Penalty: 5420.512695
	Iteration 67Q: 3 clusters Score -6855839 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -6855855.500000 Penalty: 5420.512695
	Iteration 68Q: 3 clusters Score -6855856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
Score: -6855851.500000 Penalty: 5420.512695
	Iteration 69Q: 3 clusters Score -6855852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -6855863.000000 Penalty: 5420.512695
	Iteration 70Q: 3 clusters Score -6855863 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 51367 members 
Entering Unmasked Estep 
Score: -6855873.500000 Penalty: 5420.512695
	Iteration 71Q: 3 clusters Score -6855874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 51412 members 
Entering Unmasked Estep 
Score: -6855886.500000 Penalty: 5420.512695
	Iteration 72Q: 3 clusters Score -6855886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 51458 members 
Entering Unmasked Estep 
Score: -6855900.000000 Penalty: 5420.512695
	Iteration 73Q: 3 clusters Score -6855900 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 51504 members 
Entering Unmasked Estep 
Score: -6855883.500000 Penalty: 5420.512695
	Iteration 74Q: 3 clusters Score -6855884 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -6855899.500000 Penalty: 5420.512695
	Iteration 75Q: 3 clusters Score -6855900 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 51594 members 
Entering Unmasked Estep 
Score: -6855905.000000 Penalty: 5420.512695
	Iteration 76Q: 3 clusters Score -6855905 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -6855914.500000 Penalty: 5420.512695
	Iteration 77Q: 3 clusters Score -6855914 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 51684 members 
Entering Unmasked Estep 
Score: -6855925.500000 Penalty: 5420.512695
	Iteration 78Q: 3 clusters Score -6855926 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 51715 members 
Entering Unmasked Estep 
Score: -6855927.500000 Penalty: 5420.512695
	Iteration 79Q: 3 clusters Score -6855928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -6855930.000000 Penalty: 5420.512695
	Iteration 80F: 3 clusters Score -6855930 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -6855928.000000 Penalty: 5420.512695
	Iteration 81Q: 3 clusters Score -6855928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 51810 members 
Entering Unmasked Estep 
Score: -6855926.500000 Penalty: 5420.512695
	Iteration 82Q: 3 clusters Score -6855926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -6855946.000000 Penalty: 5420.512695
	Iteration 83Q: 3 clusters Score -6855946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -6855951.000000 Penalty: 5420.512695
	Iteration 84Q: 3 clusters Score -6855951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 51897 members 
Entering Unmasked Estep 
Score: -6855949.500000 Penalty: 5420.512695
	Iteration 85Q: 3 clusters Score -6855950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -6855958.500000 Penalty: 5420.512695
	Iteration 86Q: 3 clusters Score -6855958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -6855961.000000 Penalty: 5420.512695
	Iteration 87Q: 3 clusters Score -6855961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 51966 members 
Entering Unmasked Estep 
Score: -6855965.000000 Penalty: 5420.512695
	Iteration 88Q: 3 clusters Score -6855965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -6855963.500000 Penalty: 5420.512695
	Iteration 89Q: 3 clusters Score -6855964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -6855973.000000 Penalty: 5420.512695
	Iteration 90Q: 3 clusters Score -6855973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -6855985.000000 Penalty: 5420.512695
	Iteration 91Q: 3 clusters Score -6855985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 52025 members 
Entering Unmasked Estep 
Score: -6855973.500000 Penalty: 5420.512695
	Iteration 92Q: 3 clusters Score -6855974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -6855978.000000 Penalty: 5420.512695
	Iteration 93Q: 3 clusters Score -6855978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -6855986.500000 Penalty: 5420.512695
	Iteration 94Q: 3 clusters Score -6855986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 52048 members 
Entering Unmasked Estep 
Score: -6855989.000000 Penalty: 5420.512695
	Iteration 95Q: 3 clusters Score -6855989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -6855988.500000 Penalty: 5420.512695
	Iteration 96Q: 3 clusters Score -6855988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -6855990.000000 Penalty: 5420.512695
	Iteration 97Q: 3 clusters Score -6855990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -6855988.500000 Penalty: 5420.512695
	Iteration 98Q: 3 clusters Score -6855988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 52058 members 
Entering Unmasked Estep 
Score: -6855992.500000 Penalty: 5420.512695
	Iteration 99Q: 3 clusters Score -6855992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 52058 members 
Entering Unmasked Estep 
Score: -6855992.500000 Penalty: 5420.512695
	Iteration 100F: 3 clusters Score -6855992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (68325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68325 members 
Entering Unmasked Estep 
Score: -7754080.000000 Penalty: 2760.743896
	Iteration 0F: 2 clusters Score -7754080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -7708220.500000 Penalty: 5521.487793
	Iteration 0F: 3 clusters Score -7708220 nChanged 32176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -7727445.500000 Penalty: 5521.487793
	Iteration 1F: 3 clusters Score -7727446 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -7729587.000000 Penalty: 5521.487793
	Iteration 2F: 3 clusters Score -7729587 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -7732122.000000 Penalty: 5521.487793
	Iteration 3F: 3 clusters Score -7732122 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -7734917.500000 Penalty: 5521.487793
	Iteration 4F: 3 clusters Score -7734918 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -7737488.500000 Penalty: 5521.487793
	Iteration 5F: 3 clusters Score -7737488 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -7739465.000000 Penalty: 5521.487793
	Iteration 6F: 3 clusters Score -7739465 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -7740971.000000 Penalty: 5521.487793
	Iteration 7Q: 3 clusters Score -7740971 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -7742187.000000 Penalty: 5521.487793
	Iteration 8Q: 3 clusters Score -7742187 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -7743148.000000 Penalty: 5521.487793
	Iteration 9Q: 3 clusters Score -7743148 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -7743944.500000 Penalty: 5521.487793
	Iteration 10Q: 3 clusters Score -7743944 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -7744584.500000 Penalty: 5521.487793
	Iteration 11Q: 3 clusters Score -7744584 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -7745094.500000 Penalty: 5521.487793
	Iteration 12Q: 3 clusters Score -7745094 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -7745402.000000 Penalty: 5521.487793
	Iteration 13Q: 3 clusters Score -7745402 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -7745660.000000 Penalty: 5521.487793
	Iteration 14Q: 3 clusters Score -7745660 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -7745888.000000 Penalty: 5521.487793
	Iteration 15Q: 3 clusters Score -7745888 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -7746078.500000 Penalty: 5521.487793
	Iteration 16Q: 3 clusters Score -7746078 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -7746247.500000 Penalty: 5521.487793
	Iteration 17Q: 3 clusters Score -7746248 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -7746416.000000 Penalty: 5521.487793
	Iteration 18Q: 3 clusters Score -7746416 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -7746574.500000 Penalty: 5521.487793
	Iteration 19Q: 3 clusters Score -7746574 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -7746706.000000 Penalty: 5521.487793
	Iteration 20F: 3 clusters Score -7746706 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -7746916.500000 Penalty: 5521.487793
	Iteration 21Q: 3 clusters Score -7746916 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -7747164.500000 Penalty: 5521.487793
	Iteration 22Q: 3 clusters Score -7747164 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -7747390.000000 Penalty: 5521.487793
	Iteration 23Q: 3 clusters Score -7747390 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -7747600.500000 Penalty: 5521.487793
	Iteration 24Q: 3 clusters Score -7747600 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48475 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -7747911.500000 Penalty: 5521.487793
	Iteration 25Q: 3 clusters Score -7747912 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -7748207.500000 Penalty: 5521.487793
	Iteration 26Q: 3 clusters Score -7748208 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -7748471.500000 Penalty: 5521.487793
	Iteration 27Q: 3 clusters Score -7748472 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -7748792.500000 Penalty: 5521.487793
	Iteration 28Q: 3 clusters Score -7748792 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51454 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -7749026.000000 Penalty: 5521.487793
	Iteration 29Q: 3 clusters Score -7749026 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -7749264.000000 Penalty: 5521.487793
	Iteration 30Q: 3 clusters Score -7749264 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52734 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -7749466.000000 Penalty: 5521.487793
	Iteration 31Q: 3 clusters Score -7749466 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -7749675.500000 Penalty: 5521.487793
	Iteration 32Q: 3 clusters Score -7749676 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -7749850.000000 Penalty: 5521.487793
	Iteration 33Q: 3 clusters Score -7749850 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54520 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -7750018.500000 Penalty: 5521.487793
	Iteration 34Q: 3 clusters Score -7750018 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -7750185.500000 Penalty: 5521.487793
	Iteration 35Q: 3 clusters Score -7750186 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -7750342.500000 Penalty: 5521.487793
	Iteration 36Q: 3 clusters Score -7750342 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56139 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -7750455.500000 Penalty: 5521.487793
	Iteration 37Q: 3 clusters Score -7750456 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56623 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -7750582.500000 Penalty: 5521.487793
	Iteration 38Q: 3 clusters Score -7750582 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -7750691.000000 Penalty: 5521.487793
	Iteration 39Q: 3 clusters Score -7750691 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57519 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -7750831.000000 Penalty: 5521.487793
	Iteration 40F: 3 clusters Score -7750831 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57924 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -7750898.000000 Penalty: 5521.487793
	Iteration 41Q: 3 clusters Score -7750898 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58328 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -7751003.500000 Penalty: 5521.487793
	Iteration 42Q: 3 clusters Score -7751004 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58728 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -7751103.500000 Penalty: 5521.487793
	Iteration 43Q: 3 clusters Score -7751104 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59127 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -7751202.000000 Penalty: 5521.487793
	Iteration 44Q: 3 clusters Score -7751202 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59516 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -7751319.500000 Penalty: 5521.487793
	Iteration 45Q: 3 clusters Score -7751320 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59885 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -7751436.000000 Penalty: 5521.487793
	Iteration 46Q: 3 clusters Score -7751436 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -7751510.500000 Penalty: 5521.487793
	Iteration 47Q: 3 clusters Score -7751510 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60523 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -7751610.000000 Penalty: 5521.487793
	Iteration 48Q: 3 clusters Score -7751610 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60823 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -7751661.500000 Penalty: 5521.487793
	Iteration 49Q: 3 clusters Score -7751662 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61100 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -7751765.000000 Penalty: 5521.487793
	Iteration 50Q: 3 clusters Score -7751765 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61360 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -7751820.500000 Penalty: 5521.487793
	Iteration 51Q: 3 clusters Score -7751820 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61595 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -7751879.500000 Penalty: 5521.487793
	Iteration 52Q: 3 clusters Score -7751880 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61853 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -7751968.500000 Penalty: 5521.487793
	Iteration 53Q: 3 clusters Score -7751968 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62101 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -7752051.500000 Penalty: 5521.487793
	Iteration 54Q: 3 clusters Score -7752052 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62316 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -7752105.000000 Penalty: 5521.487793
	Iteration 55Q: 3 clusters Score -7752105 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62523 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -7752144.000000 Penalty: 5521.487793
	Iteration 56Q: 3 clusters Score -7752144 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62701 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -7752199.500000 Penalty: 5521.487793
	Iteration 57Q: 3 clusters Score -7752200 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62877 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -7752259.000000 Penalty: 5521.487793
	Iteration 58Q: 3 clusters Score -7752259 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -7752325.500000 Penalty: 5521.487793
	Iteration 59Q: 3 clusters Score -7752326 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63282 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -7752382.000000 Penalty: 5521.487793
	Iteration 60F: 3 clusters Score -7752382 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63485 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -7752469.500000 Penalty: 5521.487793
	Iteration 61Q: 3 clusters Score -7752470 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -7752531.500000 Penalty: 5521.487793
	Iteration 62Q: 3 clusters Score -7752532 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63872 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -7752616.000000 Penalty: 5521.487793
	Iteration 63Q: 3 clusters Score -7752616 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64063 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -7752674.000000 Penalty: 5521.487793
	Iteration 64Q: 3 clusters Score -7752674 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64250 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -7752771.500000 Penalty: 5521.487793
	Iteration 65Q: 3 clusters Score -7752772 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64450 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -7752908.000000 Penalty: 5521.487793
	Iteration 66Q: 3 clusters Score -7752908 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64608 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -7753017.500000 Penalty: 5521.487793
	Iteration 67Q: 3 clusters Score -7753018 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64742 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -7753114.500000 Penalty: 5521.487793
	Iteration 68Q: 3 clusters Score -7753114 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64864 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -7753216.000000 Penalty: 5521.487793
	Iteration 69Q: 3 clusters Score -7753216 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64972 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -7753294.500000 Penalty: 5521.487793
	Iteration 70Q: 3 clusters Score -7753294 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65048 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -7753360.000000 Penalty: 5521.487793
	Iteration 71Q: 3 clusters Score -7753360 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65126 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -7753428.500000 Penalty: 5521.487793
	Iteration 72Q: 3 clusters Score -7753428 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -7753476.500000 Penalty: 5521.487793
	Iteration 73Q: 3 clusters Score -7753476 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65241 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -7753521.500000 Penalty: 5521.487793
	Iteration 74Q: 3 clusters Score -7753522 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65278 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -7753520.500000 Penalty: 5521.487793
	Iteration 75Q: 3 clusters Score -7753520 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65317 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -7753582.000000 Penalty: 5521.487793
	Iteration 76Q: 3 clusters Score -7753582 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65367 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -7753635.000000 Penalty: 5521.487793
	Iteration 77Q: 3 clusters Score -7753635 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65413 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -7753689.000000 Penalty: 5521.487793
	Iteration 78Q: 3 clusters Score -7753689 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65435 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -7753704.000000 Penalty: 5521.487793
	Iteration 79Q: 3 clusters Score -7753704 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65467 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -7753735.000000 Penalty: 5521.487793
	Iteration 80F: 3 clusters Score -7753735 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -7753782.000000 Penalty: 5521.487793
	Iteration 81Q: 3 clusters Score -7753782 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65467 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -7753780.500000 Penalty: 5521.487793
	Iteration 82Q: 3 clusters Score -7753780 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65461 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -7753803.500000 Penalty: 5521.487793
	Iteration 83Q: 3 clusters Score -7753804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65460 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -7753809.000000 Penalty: 5521.487793
	Iteration 84Q: 3 clusters Score -7753809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65467 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -7753823.500000 Penalty: 5521.487793
	Iteration 85Q: 3 clusters Score -7753824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65466 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -7753827.500000 Penalty: 5521.487793
	Iteration 86Q: 3 clusters Score -7753828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65465 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -7753837.500000 Penalty: 5521.487793
	Iteration 87Q: 3 clusters Score -7753838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65466 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -7753839.500000 Penalty: 5521.487793
	Iteration 88Q: 3 clusters Score -7753840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -7753834.500000 Penalty: 5521.487793
	Iteration 89Q: 3 clusters Score -7753834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65457 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -7753838.500000 Penalty: 5521.487793
	Iteration 90Q: 3 clusters Score -7753838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65456 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -7753839.500000 Penalty: 5521.487793
	Iteration 91Q: 3 clusters Score -7753840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65452 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -7753854.000000 Penalty: 5521.487793
	Iteration 92Q: 3 clusters Score -7753854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65449 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -7753853.500000 Penalty: 5521.487793
	Iteration 93Q: 3 clusters Score -7753854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65452 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -7753856.500000 Penalty: 5521.487793
	Iteration 94Q: 3 clusters Score -7753856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -7753860.500000 Penalty: 5521.487793
	Iteration 95Q: 3 clusters Score -7753860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65467 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -7753856.500000 Penalty: 5521.487793
	Iteration 96Q: 3 clusters Score -7753856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65478 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -7753853.500000 Penalty: 5521.487793
	Iteration 97Q: 3 clusters Score -7753854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65486 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -7753851.500000 Penalty: 5521.487793
	Iteration 98Q: 3 clusters Score -7753852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65496 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -7753864.000000 Penalty: 5521.487793
	Iteration 99Q: 3 clusters Score -7753864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -7753863.500000 Penalty: 5521.487793
	Iteration 100F: 3 clusters Score -7753864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65519 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -7753872.500000 Penalty: 5521.487793
	Iteration 101Q: 3 clusters Score -7753872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -7753876.000000 Penalty: 5521.487793
	Iteration 102Q: 3 clusters Score -7753876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65533 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -7753872.500000 Penalty: 5521.487793
	Iteration 103Q: 3 clusters Score -7753872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -7753876.500000 Penalty: 5521.487793
	Iteration 104Q: 3 clusters Score -7753876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65554 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -7753886.500000 Penalty: 5521.487793
	Iteration 105Q: 3 clusters Score -7753886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65567 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -7753875.000000 Penalty: 5521.487793
	Iteration 106Q: 3 clusters Score -7753875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65579 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -7753877.000000 Penalty: 5521.487793
	Iteration 107Q: 3 clusters Score -7753877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65578 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -7753888.500000 Penalty: 5521.487793
	Iteration 108Q: 3 clusters Score -7753888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65585 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -7753892.000000 Penalty: 5521.487793
	Iteration 109Q: 3 clusters Score -7753892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65585 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -7753897.000000 Penalty: 5521.487793
	Iteration 110Q: 3 clusters Score -7753897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65584 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -7753904.500000 Penalty: 5521.487793
	Iteration 111Q: 3 clusters Score -7753904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65584 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -7753903.000000 Penalty: 5521.487793
	Iteration 112Q: 3 clusters Score -7753903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65594 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -7753903.000000 Penalty: 5521.487793
	Iteration 113Q: 3 clusters Score -7753903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65597 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -7753901.500000 Penalty: 5521.487793
	Iteration 114Q: 3 clusters Score -7753902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65599 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -7753901.500000 Penalty: 5521.487793
	Iteration 115Q: 3 clusters Score -7753902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65603 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -7753903.500000 Penalty: 5521.487793
	Iteration 116Q: 3 clusters Score -7753904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65603 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -7753903.500000 Penalty: 5521.487793
	Iteration 117Q: 3 clusters Score -7753904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65601 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -7753904.500000 Penalty: 5521.487793
	Iteration 118Q: 3 clusters Score -7753904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65603 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -7753914.000000 Penalty: 5521.487793
	Iteration 119Q: 3 clusters Score -7753914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65603 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -7753910.500000 Penalty: 5521.487793
	Iteration 120F: 3 clusters Score -7753910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65602 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -7753912.500000 Penalty: 5521.487793
	Iteration 121Q: 3 clusters Score -7753912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65601 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -7753910.500000 Penalty: 5521.487793
	Iteration 122Q: 3 clusters Score -7753910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65602 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -7753907.000000 Penalty: 5521.487793
	Iteration 123Q: 3 clusters Score -7753907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65605 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -7753907.000000 Penalty: 5521.487793
	Iteration 124Q: 3 clusters Score -7753907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -7753914.000000 Penalty: 5521.487793
	Iteration 125Q: 3 clusters Score -7753914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -7753914.000000 Penalty: 5521.487793
	Iteration 126F: 3 clusters Score -7753914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Entering Unmasked Estep 
Score: -2586626.750000 Penalty: 2469.143066
	Iteration 0F: 2 clusters Score -2586627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2571816.250000 Penalty: 4938.286133
	Iteration 0F: 3 clusters Score -2571816 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2576895.500000 Penalty: 4938.286133
	Iteration 1F: 3 clusters Score -2576896 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2577365.000000 Penalty: 4938.286133
	Iteration 2F: 3 clusters Score -2577365 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2577827.500000 Penalty: 4938.286133
	Iteration 3Q: 3 clusters Score -2577828 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2578343.500000 Penalty: 4938.286133
	Iteration 4Q: 3 clusters Score -2578344 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2578805.750000 Penalty: 4938.286133
	Iteration 5Q: 3 clusters Score -2578806 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2579275.250000 Penalty: 4938.286133
	Iteration 6Q: 3 clusters Score -2579275 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2579709.500000 Penalty: 4938.286133
	Iteration 7Q: 3 clusters Score -2579710 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2580111.250000 Penalty: 4938.286133
	Iteration 8Q: 3 clusters Score -2580111 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2580532.000000 Penalty: 4938.286133
	Iteration 9Q: 3 clusters Score -2580532 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2580954.250000 Penalty: 4938.286133
	Iteration 10Q: 3 clusters Score -2580954 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2581357.000000 Penalty: 4938.286133
	Iteration 11Q: 3 clusters Score -2581357 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2581762.250000 Penalty: 4938.286133
	Iteration 12Q: 3 clusters Score -2581762 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2582129.000000 Penalty: 4938.286133
	Iteration 13Q: 3 clusters Score -2582129 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2582414.250000 Penalty: 4938.286133
	Iteration 14Q: 3 clusters Score -2582414 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2582626.000000 Penalty: 4938.286133
	Iteration 15Q: 3 clusters Score -2582626 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2582824.750000 Penalty: 4938.286133
	Iteration 16Q: 3 clusters Score -2582825 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2583016.000000 Penalty: 4938.286133
	Iteration 17Q: 3 clusters Score -2583016 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -2583189.250000 Penalty: 4938.286133
	Iteration 18Q: 3 clusters Score -2583189 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2583352.250000 Penalty: 4938.286133
	Iteration 19Q: 3 clusters Score -2583352 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2583500.500000 Penalty: 4938.286133
	Iteration 20F: 3 clusters Score -2583500 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2583664.750000 Penalty: 4938.286133
	Iteration 21Q: 3 clusters Score -2583665 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2583811.250000 Penalty: 4938.286133
	Iteration 22Q: 3 clusters Score -2583811 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2583956.750000 Penalty: 4938.286133
	Iteration 23Q: 3 clusters Score -2583957 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2584109.750000 Penalty: 4938.286133
	Iteration 24Q: 3 clusters Score -2584110 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2584246.250000 Penalty: 4938.286133
	Iteration 25Q: 3 clusters Score -2584246 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2584357.000000 Penalty: 4938.286133
	Iteration 26Q: 3 clusters Score -2584357 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2584481.500000 Penalty: 4938.286133
	Iteration 27Q: 3 clusters Score -2584482 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2584588.500000 Penalty: 4938.286133
	Iteration 28Q: 3 clusters Score -2584588 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2584674.750000 Penalty: 4938.286133
	Iteration 29Q: 3 clusters Score -2584675 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2584741.500000 Penalty: 4938.286133
	Iteration 30Q: 3 clusters Score -2584742 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -2584792.250000 Penalty: 4938.286133
	Iteration 31Q: 3 clusters Score -2584792 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2584818.000000 Penalty: 4938.286133
	Iteration 32Q: 3 clusters Score -2584818 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2584847.500000 Penalty: 4938.286133
	Iteration 33Q: 3 clusters Score -2584848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2584852.250000 Penalty: 4938.286133
	Iteration 34Q: 3 clusters Score -2584852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -2584859.000000 Penalty: 4938.286133
	Iteration 35Q: 3 clusters Score -2584859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2584864.000000 Penalty: 4938.286133
	Iteration 36Q: 3 clusters Score -2584864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -2584868.750000 Penalty: 4938.286133
	Iteration 37Q: 3 clusters Score -2584869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -2584868.750000 Penalty: 4938.286133
	Iteration 38Q: 3 clusters Score -2584869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -2584879.000000 Penalty: 4938.286133
	Iteration 39Q: 3 clusters Score -2584879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -2584879.000000 Penalty: 4938.286133
	Iteration 40F: 3 clusters Score -2584879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -2584881.250000 Penalty: 4938.286133
	Iteration 41Q: 3 clusters Score -2584881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -2584886.000000 Penalty: 4938.286133
	Iteration 42Q: 3 clusters Score -2584886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -2584886.750000 Penalty: 4938.286133
	Iteration 43Q: 3 clusters Score -2584887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -2584890.500000 Penalty: 4938.286133
	Iteration 44Q: 3 clusters Score -2584890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -2584890.500000 Penalty: 4938.286133
	Iteration 45F: 3 clusters Score -2584890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Entering Unmasked Estep 
Score: -3719055.750000 Penalty: 2560.312500
	Iteration 0F: 2 clusters Score -3719056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -3698150.500000 Penalty: 5120.625000
	Iteration 0F: 3 clusters Score -3698150 nChanged 13732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -3705738.500000 Penalty: 5120.625000
	Iteration 1F: 3 clusters Score -3705738 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3706294.250000 Penalty: 5120.625000
	Iteration 2F: 3 clusters Score -3706294 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -3706806.750000 Penalty: 5120.625000
	Iteration 3Q: 3 clusters Score -3706807 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -3707354.500000 Penalty: 5120.625000
	Iteration 4Q: 3 clusters Score -3707354 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -3707948.250000 Penalty: 5120.625000
	Iteration 5Q: 3 clusters Score -3707948 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3708572.750000 Penalty: 5120.625000
	Iteration 6Q: 3 clusters Score -3708573 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -3709235.750000 Penalty: 5120.625000
	Iteration 7Q: 3 clusters Score -3709236 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -3709999.500000 Penalty: 5120.625000
	Iteration 8Q: 3 clusters Score -3710000 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -3710859.000000 Penalty: 5120.625000
	Iteration 9Q: 3 clusters Score -3710859 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -3711855.750000 Penalty: 5120.625000
	Iteration 10Q: 3 clusters Score -3711856 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -3712806.000000 Penalty: 5120.625000
	Iteration 11Q: 3 clusters Score -3712806 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -3713426.750000 Penalty: 5120.625000
	Iteration 12Q: 3 clusters Score -3713427 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -3713819.500000 Penalty: 5120.625000
	Iteration 13Q: 3 clusters Score -3713820 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -3714059.500000 Penalty: 5120.625000
	Iteration 14Q: 3 clusters Score -3714060 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -3714234.500000 Penalty: 5120.625000
	Iteration 15Q: 3 clusters Score -3714234 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -3714389.250000 Penalty: 5120.625000
	Iteration 16Q: 3 clusters Score -3714389 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -3714511.000000 Penalty: 5120.625000
	Iteration 17Q: 3 clusters Score -3714511 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -3714647.000000 Penalty: 5120.625000
	Iteration 18Q: 3 clusters Score -3714647 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -3714729.750000 Penalty: 5120.625000
	Iteration 19Q: 3 clusters Score -3714730 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -3714833.750000 Penalty: 5120.625000
	Iteration 20F: 3 clusters Score -3714834 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -3714945.000000 Penalty: 5120.625000
	Iteration 21Q: 3 clusters Score -3714945 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -3715086.250000 Penalty: 5120.625000
	Iteration 22Q: 3 clusters Score -3715086 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -3715192.000000 Penalty: 5120.625000
	Iteration 23Q: 3 clusters Score -3715192 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -3715312.250000 Penalty: 5120.625000
	Iteration 24Q: 3 clusters Score -3715312 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -3715456.500000 Penalty: 5120.625000
	Iteration 25Q: 3 clusters Score -3715456 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -3715605.000000 Penalty: 5120.625000
	Iteration 26Q: 3 clusters Score -3715605 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -3715732.500000 Penalty: 5120.625000
	Iteration 27Q: 3 clusters Score -3715732 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -3715828.500000 Penalty: 5120.625000
	Iteration 28Q: 3 clusters Score -3715828 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -3715973.000000 Penalty: 5120.625000
	Iteration 29Q: 3 clusters Score -3715973 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -3716084.750000 Penalty: 5120.625000
	Iteration 30Q: 3 clusters Score -3716085 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -3716198.000000 Penalty: 5120.625000
	Iteration 31Q: 3 clusters Score -3716198 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -3716288.250000 Penalty: 5120.625000
	Iteration 32Q: 3 clusters Score -3716288 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -3716348.750000 Penalty: 5120.625000
	Iteration 33Q: 3 clusters Score -3716349 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -3716415.500000 Penalty: 5120.625000
	Iteration 34Q: 3 clusters Score -3716416 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -3716485.500000 Penalty: 5120.625000
	Iteration 35Q: 3 clusters Score -3716486 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -3716569.250000 Penalty: 5120.625000
	Iteration 36Q: 3 clusters Score -3716569 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -3716625.250000 Penalty: 5120.625000
	Iteration 37Q: 3 clusters Score -3716625 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -3716679.750000 Penalty: 5120.625000
	Iteration 38Q: 3 clusters Score -3716680 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -3716716.750000 Penalty: 5120.625000
	Iteration 39Q: 3 clusters Score -3716717 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -3716758.750000 Penalty: 5120.625000
	Iteration 40F: 3 clusters Score -3716759 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -3716799.000000 Penalty: 5120.625000
	Iteration 41Q: 3 clusters Score -3716799 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -3716824.000000 Penalty: 5120.625000
	Iteration 42Q: 3 clusters Score -3716824 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -3716855.750000 Penalty: 5120.625000
	Iteration 43Q: 3 clusters Score -3716856 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -3716876.250000 Penalty: 5120.625000
	Iteration 44Q: 3 clusters Score -3716876 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -3716889.500000 Penalty: 5120.625000
	Iteration 45Q: 3 clusters Score -3716890 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -3716909.500000 Penalty: 5120.625000
	Iteration 46Q: 3 clusters Score -3716910 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -3716922.000000 Penalty: 5120.625000
	Iteration 47Q: 3 clusters Score -3716922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -3716939.750000 Penalty: 5120.625000
	Iteration 48Q: 3 clusters Score -3716940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -3716954.250000 Penalty: 5120.625000
	Iteration 49Q: 3 clusters Score -3716954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -3716970.500000 Penalty: 5120.625000
	Iteration 50Q: 3 clusters Score -3716970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -3716974.750000 Penalty: 5120.625000
	Iteration 51Q: 3 clusters Score -3716975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -3716982.750000 Penalty: 5120.625000
	Iteration 52Q: 3 clusters Score -3716983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -3716989.750000 Penalty: 5120.625000
	Iteration 53Q: 3 clusters Score -3716990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -3716996.250000 Penalty: 5120.625000
	Iteration 54Q: 3 clusters Score -3716996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -3717002.000000 Penalty: 5120.625000
	Iteration 55Q: 3 clusters Score -3717002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -3717008.250000 Penalty: 5120.625000
	Iteration 56Q: 3 clusters Score -3717008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -3717010.250000 Penalty: 5120.625000
	Iteration 57Q: 3 clusters Score -3717010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -3717010.000000 Penalty: 5120.625000
	Iteration 58Q: 3 clusters Score -3717010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -3717014.250000 Penalty: 5120.625000
	Iteration 59Q: 3 clusters Score -3717014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -3717010.000000 Penalty: 5120.625000
	Iteration 60F: 3 clusters Score -3717010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -3717015.000000 Penalty: 5120.625000
	Iteration 61Q: 3 clusters Score -3717015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -3717016.500000 Penalty: 5120.625000
	Iteration 62Q: 3 clusters Score -3717016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -3717012.750000 Penalty: 5120.625000
	Iteration 63Q: 3 clusters Score -3717013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -3717018.000000 Penalty: 5120.625000
	Iteration 64Q: 3 clusters Score -3717018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -3717019.500000 Penalty: 5120.625000
	Iteration 65Q: 3 clusters Score -3717020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -3717022.250000 Penalty: 5120.625000
	Iteration 66Q: 3 clusters Score -3717022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -3717026.000000 Penalty: 5120.625000
	Iteration 67Q: 3 clusters Score -3717026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -3717024.000000 Penalty: 5120.625000
	Iteration 68Q: 3 clusters Score -3717024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -3717029.000000 Penalty: 5120.625000
	Iteration 69Q: 3 clusters Score -3717029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -3717028.500000 Penalty: 5120.625000
	Iteration 70Q: 3 clusters Score -3717028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -3717026.750000 Penalty: 5120.625000
	Iteration 71Q: 3 clusters Score -3717027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -3717033.250000 Penalty: 5120.625000
	Iteration 72Q: 3 clusters Score -3717033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -3717029.500000 Penalty: 5120.625000
	Iteration 73Q: 3 clusters Score -3717030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -3717029.000000 Penalty: 5120.625000
	Iteration 74Q: 3 clusters Score -3717029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -3717030.750000 Penalty: 5120.625000
	Iteration 75Q: 3 clusters Score -3717031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -3717029.250000 Penalty: 5120.625000
	Iteration 76Q: 3 clusters Score -3717029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -3717032.250000 Penalty: 5120.625000
	Iteration 77Q: 3 clusters Score -3717032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -3717033.750000 Penalty: 5120.625000
	Iteration 78Q: 3 clusters Score -3717034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -3717035.500000 Penalty: 5120.625000
	Iteration 79Q: 3 clusters Score -3717036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -3717035.500000 Penalty: 5120.625000
	Iteration 80F: 3 clusters Score -3717036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -3717043.000000 Penalty: 5120.625000
	Iteration 81Q: 3 clusters Score -3717043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -3717040.500000 Penalty: 5120.625000
	Iteration 82Q: 3 clusters Score -3717040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -3717041.000000 Penalty: 5120.625000
	Iteration 83Q: 3 clusters Score -3717041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -3717045.500000 Penalty: 5120.625000
	Iteration 84Q: 3 clusters Score -3717046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -3717049.250000 Penalty: 5120.625000
	Iteration 85Q: 3 clusters Score -3717049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -3717053.250000 Penalty: 5120.625000
	Iteration 86Q: 3 clusters Score -3717053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -3717054.750000 Penalty: 5120.625000
	Iteration 87Q: 3 clusters Score -3717055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -3717054.250000 Penalty: 5120.625000
	Iteration 88Q: 3 clusters Score -3717054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -3717054.750000 Penalty: 5120.625000
	Iteration 89Q: 3 clusters Score -3717055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -3717061.500000 Penalty: 5120.625000
	Iteration 90Q: 3 clusters Score -3717062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -3717054.250000 Penalty: 5120.625000
	Iteration 91Q: 3 clusters Score -3717054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -3717055.750000 Penalty: 5120.625000
	Iteration 92Q: 3 clusters Score -3717056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -3717062.250000 Penalty: 5120.625000
	Iteration 93Q: 3 clusters Score -3717062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -3717056.250000 Penalty: 5120.625000
	Iteration 94Q: 3 clusters Score -3717056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -3717064.250000 Penalty: 5120.625000
	Iteration 95Q: 3 clusters Score -3717064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -3717062.750000 Penalty: 5120.625000
	Iteration 96Q: 3 clusters Score -3717063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -3717064.000000 Penalty: 5120.625000
	Iteration 97Q: 3 clusters Score -3717064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -3717064.000000 Penalty: 5120.625000
	Iteration 98F: 3 clusters Score -3717064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Entering Unmasked Estep 
Score: -4748555.500000 Penalty: 2620.328613
	Iteration 0F: 2 clusters Score -4748556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -4722272.000000 Penalty: 5240.657227
	Iteration 0F: 3 clusters Score -4722272 nChanged 17769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -4732399.500000 Penalty: 5240.657227
	Iteration 1F: 3 clusters Score -4732400 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -4733322.500000 Penalty: 5240.657227
	Iteration 2F: 3 clusters Score -4733322 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -4734490.500000 Penalty: 5240.657227
	Iteration 3F: 3 clusters Score -4734490 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -4735737.500000 Penalty: 5240.657227
	Iteration 4F: 3 clusters Score -4735738 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -4737092.000000 Penalty: 5240.657227
	Iteration 5F: 3 clusters Score -4737092 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -4738271.500000 Penalty: 5240.657227
	Iteration 6F: 3 clusters Score -4738272 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -4739238.500000 Penalty: 5240.657227
	Iteration 7F: 3 clusters Score -4739238 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -4739974.500000 Penalty: 5240.657227
	Iteration 8Q: 3 clusters Score -4739974 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -4740519.500000 Penalty: 5240.657227
	Iteration 9Q: 3 clusters Score -4740520 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -4740889.000000 Penalty: 5240.657227
	Iteration 10Q: 3 clusters Score -4740889 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -4741185.000000 Penalty: 5240.657227
	Iteration 11Q: 3 clusters Score -4741185 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -4741434.500000 Penalty: 5240.657227
	Iteration 12Q: 3 clusters Score -4741434 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -4741689.500000 Penalty: 5240.657227
	Iteration 13Q: 3 clusters Score -4741690 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -4741933.000000 Penalty: 5240.657227
	Iteration 14Q: 3 clusters Score -4741933 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -4742215.500000 Penalty: 5240.657227
	Iteration 15Q: 3 clusters Score -4742216 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -4742553.000000 Penalty: 5240.657227
	Iteration 16Q: 3 clusters Score -4742553 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -4742886.000000 Penalty: 5240.657227
	Iteration 17Q: 3 clusters Score -4742886 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -4743279.000000 Penalty: 5240.657227
	Iteration 18Q: 3 clusters Score -4743279 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -4743696.500000 Penalty: 5240.657227
	Iteration 19Q: 3 clusters Score -4743696 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -4744169.000000 Penalty: 5240.657227
	Iteration 20F: 3 clusters Score -4744169 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -4744695.000000 Penalty: 5240.657227
	Iteration 21Q: 3 clusters Score -4744695 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -4745152.000000 Penalty: 5240.657227
	Iteration 22Q: 3 clusters Score -4745152 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -4745549.000000 Penalty: 5240.657227
	Iteration 23Q: 3 clusters Score -4745549 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4745905.000000 Penalty: 5240.657227
	Iteration 24Q: 3 clusters Score -4745905 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4746159.500000 Penalty: 5240.657227
	Iteration 25Q: 3 clusters Score -4746160 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4746350.500000 Penalty: 5240.657227
	Iteration 26Q: 3 clusters Score -4746350 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4746462.500000 Penalty: 5240.657227
	Iteration 27Q: 3 clusters Score -4746462 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4746535.500000 Penalty: 5240.657227
	Iteration 28Q: 3 clusters Score -4746536 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4746599.500000 Penalty: 5240.657227
	Iteration 29Q: 3 clusters Score -4746600 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4746638.500000 Penalty: 5240.657227
	Iteration 30Q: 3 clusters Score -4746638 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4746692.000000 Penalty: 5240.657227
	Iteration 31Q: 3 clusters Score -4746692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4746721.000000 Penalty: 5240.657227
	Iteration 32Q: 3 clusters Score -4746721 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4746758.500000 Penalty: 5240.657227
	Iteration 33Q: 3 clusters Score -4746758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4746778.000000 Penalty: 5240.657227
	Iteration 34Q: 3 clusters Score -4746778 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4746821.000000 Penalty: 5240.657227
	Iteration 35Q: 3 clusters Score -4746821 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4746857.000000 Penalty: 5240.657227
	Iteration 36Q: 3 clusters Score -4746857 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4746874.500000 Penalty: 5240.657227
	Iteration 37Q: 3 clusters Score -4746874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4746899.500000 Penalty: 5240.657227
	Iteration 38Q: 3 clusters Score -4746900 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4746916.000000 Penalty: 5240.657227
	Iteration 39Q: 3 clusters Score -4746916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4746966.500000 Penalty: 5240.657227
	Iteration 40F: 3 clusters Score -4746966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4747023.500000 Penalty: 5240.657227
	Iteration 41Q: 3 clusters Score -4747024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4747050.500000 Penalty: 5240.657227
	Iteration 42Q: 3 clusters Score -4747050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4747061.000000 Penalty: 5240.657227
	Iteration 43Q: 3 clusters Score -4747061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4747084.000000 Penalty: 5240.657227
	Iteration 44Q: 3 clusters Score -4747084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4747089.500000 Penalty: 5240.657227
	Iteration 45Q: 3 clusters Score -4747090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4747102.000000 Penalty: 5240.657227
	Iteration 46Q: 3 clusters Score -4747102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4747127.500000 Penalty: 5240.657227
	Iteration 47Q: 3 clusters Score -4747128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4747136.000000 Penalty: 5240.657227
	Iteration 48Q: 3 clusters Score -4747136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4747150.500000 Penalty: 5240.657227
	Iteration 49Q: 3 clusters Score -4747150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4747160.000000 Penalty: 5240.657227
	Iteration 50Q: 3 clusters Score -4747160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4747171.500000 Penalty: 5240.657227
	Iteration 51Q: 3 clusters Score -4747172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4747177.000000 Penalty: 5240.657227
	Iteration 52Q: 3 clusters Score -4747177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4747183.000000 Penalty: 5240.657227
	Iteration 53Q: 3 clusters Score -4747183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4747206.500000 Penalty: 5240.657227
	Iteration 54Q: 3 clusters Score -4747206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4747210.500000 Penalty: 5240.657227
	Iteration 55Q: 3 clusters Score -4747210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4747214.000000 Penalty: 5240.657227
	Iteration 56Q: 3 clusters Score -4747214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4747218.500000 Penalty: 5240.657227
	Iteration 57Q: 3 clusters Score -4747218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4747223.500000 Penalty: 5240.657227
	Iteration 58Q: 3 clusters Score -4747224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4747226.500000 Penalty: 5240.657227
	Iteration 59Q: 3 clusters Score -4747226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4747239.000000 Penalty: 5240.657227
	Iteration 60F: 3 clusters Score -4747239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4747235.500000 Penalty: 5240.657227
	Iteration 61Q: 3 clusters Score -4747236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4747236.500000 Penalty: 5240.657227
	Iteration 62Q: 3 clusters Score -4747236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4747234.000000 Penalty: 5240.657227
	Iteration 63Q: 3 clusters Score -4747234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4747242.000000 Penalty: 5240.657227
	Iteration 64Q: 3 clusters Score -4747242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4747251.000000 Penalty: 5240.657227
	Iteration 65Q: 3 clusters Score -4747251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4747259.500000 Penalty: 5240.657227
	Iteration 66Q: 3 clusters Score -4747260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4747268.500000 Penalty: 5240.657227
	Iteration 67Q: 3 clusters Score -4747268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4747260.000000 Penalty: 5240.657227
	Iteration 68Q: 3 clusters Score -4747260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4747254.500000 Penalty: 5240.657227
	Iteration 69Q: 3 clusters Score -4747254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4747263.500000 Penalty: 5240.657227
	Iteration 70Q: 3 clusters Score -4747264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4747268.500000 Penalty: 5240.657227
	Iteration 71Q: 3 clusters Score -4747268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4747270.000000 Penalty: 5240.657227
	Iteration 72Q: 3 clusters Score -4747270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4747290.500000 Penalty: 5240.657227
	Iteration 73Q: 3 clusters Score -4747290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4747298.500000 Penalty: 5240.657227
	Iteration 74Q: 3 clusters Score -4747298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4747305.000000 Penalty: 5240.657227
	Iteration 75Q: 3 clusters Score -4747305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4747307.500000 Penalty: 5240.657227
	Iteration 76Q: 3 clusters Score -4747308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4747309.000000 Penalty: 5240.657227
	Iteration 77Q: 3 clusters Score -4747309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4747309.500000 Penalty: 5240.657227
	Iteration 78Q: 3 clusters Score -4747310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4747322.500000 Penalty: 5240.657227
	Iteration 79Q: 3 clusters Score -4747322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4747328.500000 Penalty: 5240.657227
	Iteration 80F: 3 clusters Score -4747328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4747332.000000 Penalty: 5240.657227
	Iteration 81Q: 3 clusters Score -4747332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4747338.000000 Penalty: 5240.657227
	Iteration 82Q: 3 clusters Score -4747338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4747339.000000 Penalty: 5240.657227
	Iteration 83Q: 3 clusters Score -4747339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4747343.000000 Penalty: 5240.657227
	Iteration 84Q: 3 clusters Score -4747343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4747338.000000 Penalty: 5240.657227
	Iteration 85Q: 3 clusters Score -4747338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4747338.000000 Penalty: 5240.657227
	Iteration 86Q: 3 clusters Score -4747338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4747338.000000 Penalty: 5240.657227
	Iteration 87F: 3 clusters Score -4747338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Entering Unmasked Estep 
Score: -1774834.750000 Penalty: 2379.084473
	Iteration 0F: 2 clusters Score -1774835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1764181.250000 Penalty: 4758.168945
	Iteration 0F: 3 clusters Score -1764181 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1767812.000000 Penalty: 4758.168945
	Iteration 1F: 3 clusters Score -1767812 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1768516.500000 Penalty: 4758.168945
	Iteration 2F: 3 clusters Score -1768516 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1769395.500000 Penalty: 4758.168945
	Iteration 3F: 3 clusters Score -1769396 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1770379.375000 Penalty: 4758.168945
	Iteration 4F: 3 clusters Score -1770379 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1771332.500000 Penalty: 4758.168945
	Iteration 5F: 3 clusters Score -1771332 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1772057.000000 Penalty: 4758.168945
	Iteration 6F: 3 clusters Score -1772057 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1772557.000000 Penalty: 4758.168945
	Iteration 7Q: 3 clusters Score -1772557 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1772890.500000 Penalty: 4758.168945
	Iteration 8Q: 3 clusters Score -1772890 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1773092.125000 Penalty: 4758.168945
	Iteration 9Q: 3 clusters Score -1773092 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1773222.000000 Penalty: 4758.168945
	Iteration 10Q: 3 clusters Score -1773222 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1773287.750000 Penalty: 4758.168945
	Iteration 11Q: 3 clusters Score -1773288 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1773334.375000 Penalty: 4758.168945
	Iteration 12Q: 3 clusters Score -1773334 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1773358.500000 Penalty: 4758.168945
	Iteration 13Q: 3 clusters Score -1773358 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1773372.750000 Penalty: 4758.168945
	Iteration 14Q: 3 clusters Score -1773373 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1773389.000000 Penalty: 4758.168945
	Iteration 15Q: 3 clusters Score -1773389 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1773396.125000 Penalty: 4758.168945
	Iteration 16Q: 3 clusters Score -1773396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1773403.125000 Penalty: 4758.168945
	Iteration 17Q: 3 clusters Score -1773403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1773409.125000 Penalty: 4758.168945
	Iteration 18Q: 3 clusters Score -1773409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1773410.500000 Penalty: 4758.168945
	Iteration 19Q: 3 clusters Score -1773410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1773414.750000 Penalty: 4758.168945
	Iteration 20F: 3 clusters Score -1773415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1773418.125000 Penalty: 4758.168945
	Iteration 21Q: 3 clusters Score -1773418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1773422.000000 Penalty: 4758.168945
	Iteration 22Q: 3 clusters Score -1773422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1773426.875000 Penalty: 4758.168945
	Iteration 23Q: 3 clusters Score -1773427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1773434.625000 Penalty: 4758.168945
	Iteration 24Q: 3 clusters Score -1773435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1773435.875000 Penalty: 4758.168945
	Iteration 25Q: 3 clusters Score -1773436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1773438.000000 Penalty: 4758.168945
	Iteration 26Q: 3 clusters Score -1773438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1773436.875000 Penalty: 4758.168945
	Iteration 27Q: 3 clusters Score -1773437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1773438.625000 Penalty: 4758.168945
	Iteration 28Q: 3 clusters Score -1773439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1773435.875000 Penalty: 4758.168945
	Iteration 29Q: 3 clusters Score -1773436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1773437.750000 Penalty: 4758.168945
	Iteration 30Q: 3 clusters Score -1773438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1773438.125000 Penalty: 4758.168945
	Iteration 31Q: 3 clusters Score -1773438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1773437.250000 Penalty: 4758.168945
	Iteration 32Q: 3 clusters Score -1773437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1773436.375000 Penalty: 4758.168945
	Iteration 33Q: 3 clusters Score -1773436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1773436.375000 Penalty: 4758.168945
	Iteration 34F: 3 clusters Score -1773436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Entering Unmasked Estep 
Score: -3205414.500000 Penalty: 2526.042236
	Iteration 0F: 2 clusters Score -3205414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -3187058.000000 Penalty: 5052.084473
	Iteration 0F: 3 clusters Score -3187058 nChanged 11871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -3193585.500000 Penalty: 5052.084473
	Iteration 1F: 3 clusters Score -3193586 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -3194202.250000 Penalty: 5052.084473
	Iteration 2F: 3 clusters Score -3194202 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -3194841.500000 Penalty: 5052.084473
	Iteration 3F: 3 clusters Score -3194842 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -3195505.250000 Penalty: 5052.084473
	Iteration 4F: 3 clusters Score -3195505 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -3196218.000000 Penalty: 5052.084473
	Iteration 5F: 3 clusters Score -3196218 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -3196941.750000 Penalty: 5052.084473
	Iteration 6F: 3 clusters Score -3196942 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -3197667.750000 Penalty: 5052.084473
	Iteration 7F: 3 clusters Score -3197668 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -3198279.500000 Penalty: 5052.084473
	Iteration 8Q: 3 clusters Score -3198280 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3198759.000000 Penalty: 5052.084473
	Iteration 9Q: 3 clusters Score -3198759 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -3199142.250000 Penalty: 5052.084473
	Iteration 10Q: 3 clusters Score -3199142 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -3199411.000000 Penalty: 5052.084473
	Iteration 11Q: 3 clusters Score -3199411 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -3199650.250000 Penalty: 5052.084473
	Iteration 12Q: 3 clusters Score -3199650 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -3199869.000000 Penalty: 5052.084473
	Iteration 13Q: 3 clusters Score -3199869 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -3200057.750000 Penalty: 5052.084473
	Iteration 14Q: 3 clusters Score -3200058 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -3200273.250000 Penalty: 5052.084473
	Iteration 15Q: 3 clusters Score -3200273 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -3200493.000000 Penalty: 5052.084473
	Iteration 16Q: 3 clusters Score -3200493 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -3200674.750000 Penalty: 5052.084473
	Iteration 17Q: 3 clusters Score -3200675 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -3200816.000000 Penalty: 5052.084473
	Iteration 18Q: 3 clusters Score -3200816 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -3200923.250000 Penalty: 5052.084473
	Iteration 19Q: 3 clusters Score -3200923 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -3201028.750000 Penalty: 5052.084473
	Iteration 20F: 3 clusters Score -3201029 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -3201132.500000 Penalty: 5052.084473
	Iteration 21Q: 3 clusters Score -3201132 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -3201246.500000 Penalty: 5052.084473
	Iteration 22Q: 3 clusters Score -3201246 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -3201340.750000 Penalty: 5052.084473
	Iteration 23Q: 3 clusters Score -3201341 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -3201430.000000 Penalty: 5052.084473
	Iteration 24Q: 3 clusters Score -3201430 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -3201512.500000 Penalty: 5052.084473
	Iteration 25Q: 3 clusters Score -3201512 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -3201580.000000 Penalty: 5052.084473
	Iteration 26Q: 3 clusters Score -3201580 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -3201634.750000 Penalty: 5052.084473
	Iteration 27Q: 3 clusters Score -3201635 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -3201697.750000 Penalty: 5052.084473
	Iteration 28Q: 3 clusters Score -3201698 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -3201776.750000 Penalty: 5052.084473
	Iteration 29Q: 3 clusters Score -3201777 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -3201828.250000 Penalty: 5052.084473
	Iteration 30Q: 3 clusters Score -3201828 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -3201865.500000 Penalty: 5052.084473
	Iteration 31Q: 3 clusters Score -3201866 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -3201942.750000 Penalty: 5052.084473
	Iteration 32Q: 3 clusters Score -3201943 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -3202018.500000 Penalty: 5052.084473
	Iteration 33Q: 3 clusters Score -3202018 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -3202089.500000 Penalty: 5052.084473
	Iteration 34Q: 3 clusters Score -3202090 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -3202170.250000 Penalty: 5052.084473
	Iteration 35Q: 3 clusters Score -3202170 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -3202248.500000 Penalty: 5052.084473
	Iteration 36Q: 3 clusters Score -3202248 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -3202314.000000 Penalty: 5052.084473
	Iteration 37Q: 3 clusters Score -3202314 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -3202373.750000 Penalty: 5052.084473
	Iteration 38Q: 3 clusters Score -3202374 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -3202437.250000 Penalty: 5052.084473
	Iteration 39Q: 3 clusters Score -3202437 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -3202478.000000 Penalty: 5052.084473
	Iteration 40F: 3 clusters Score -3202478 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -3202528.250000 Penalty: 5052.084473
	Iteration 41Q: 3 clusters Score -3202528 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -3202575.250000 Penalty: 5052.084473
	Iteration 42Q: 3 clusters Score -3202575 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -3202612.250000 Penalty: 5052.084473
	Iteration 43Q: 3 clusters Score -3202612 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -3202657.500000 Penalty: 5052.084473
	Iteration 44Q: 3 clusters Score -3202658 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -3202691.750000 Penalty: 5052.084473
	Iteration 45Q: 3 clusters Score -3202692 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -3202727.750000 Penalty: 5052.084473
	Iteration 46Q: 3 clusters Score -3202728 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -3202784.750000 Penalty: 5052.084473
	Iteration 47Q: 3 clusters Score -3202785 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -3202840.250000 Penalty: 5052.084473
	Iteration 48Q: 3 clusters Score -3202840 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -3202885.000000 Penalty: 5052.084473
	Iteration 49Q: 3 clusters Score -3202885 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -3202946.250000 Penalty: 5052.084473
	Iteration 50Q: 3 clusters Score -3202946 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -3202989.000000 Penalty: 5052.084473
	Iteration 51Q: 3 clusters Score -3202989 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -3203046.500000 Penalty: 5052.084473
	Iteration 52Q: 3 clusters Score -3203046 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -3203134.000000 Penalty: 5052.084473
	Iteration 53Q: 3 clusters Score -3203134 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -3203216.750000 Penalty: 5052.084473
	Iteration 54Q: 3 clusters Score -3203217 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -3203281.250000 Penalty: 5052.084473
	Iteration 55Q: 3 clusters Score -3203281 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -3203321.500000 Penalty: 5052.084473
	Iteration 56Q: 3 clusters Score -3203322 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -3203356.250000 Penalty: 5052.084473
	Iteration 57Q: 3 clusters Score -3203356 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -3203376.750000 Penalty: 5052.084473
	Iteration 58Q: 3 clusters Score -3203377 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -3203394.750000 Penalty: 5052.084473
	Iteration 59Q: 3 clusters Score -3203395 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -3203410.750000 Penalty: 5052.084473
	Iteration 60F: 3 clusters Score -3203411 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3203429.000000 Penalty: 5052.084473
	Iteration 61Q: 3 clusters Score -3203429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -3203429.500000 Penalty: 5052.084473
	Iteration 62Q: 3 clusters Score -3203430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -3203436.750000 Penalty: 5052.084473
	Iteration 63Q: 3 clusters Score -3203437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -3203443.750000 Penalty: 5052.084473
	Iteration 64Q: 3 clusters Score -3203444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -3203454.750000 Penalty: 5052.084473
	Iteration 65Q: 3 clusters Score -3203455 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -3203464.000000 Penalty: 5052.084473
	Iteration 66Q: 3 clusters Score -3203464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -3203463.250000 Penalty: 5052.084473
	Iteration 67Q: 3 clusters Score -3203463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3203470.500000 Penalty: 5052.084473
	Iteration 68Q: 3 clusters Score -3203470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -3203471.500000 Penalty: 5052.084473
	Iteration 69Q: 3 clusters Score -3203472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -3203481.750000 Penalty: 5052.084473
	Iteration 70Q: 3 clusters Score -3203482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -3203492.250000 Penalty: 5052.084473
	Iteration 71Q: 3 clusters Score -3203492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3203491.000000 Penalty: 5052.084473
	Iteration 72Q: 3 clusters Score -3203491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -3203491.500000 Penalty: 5052.084473
	Iteration 73Q: 3 clusters Score -3203492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -3203488.500000 Penalty: 5052.084473
	Iteration 74Q: 3 clusters Score -3203488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -3203493.000000 Penalty: 5052.084473
	Iteration 75Q: 3 clusters Score -3203493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -3203493.000000 Penalty: 5052.084473
	Iteration 76Q: 3 clusters Score -3203493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -3203496.250000 Penalty: 5052.084473
	Iteration 77Q: 3 clusters Score -3203496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -3203495.250000 Penalty: 5052.084473
	Iteration 78Q: 3 clusters Score -3203495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -3203492.750000 Penalty: 5052.084473
	Iteration 79Q: 3 clusters Score -3203493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -3203490.750000 Penalty: 5052.084473
	Iteration 80F: 3 clusters Score -3203491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -3203498.500000 Penalty: 5052.084473
	Iteration 81Q: 3 clusters Score -3203498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -3203502.500000 Penalty: 5052.084473
	Iteration 82Q: 3 clusters Score -3203502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -3203504.000000 Penalty: 5052.084473
	Iteration 83Q: 3 clusters Score -3203504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -3203506.500000 Penalty: 5052.084473
	Iteration 84Q: 3 clusters Score -3203506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -3203504.000000 Penalty: 5052.084473
	Iteration 85Q: 3 clusters Score -3203504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -3203509.250000 Penalty: 5052.084473
	Iteration 86Q: 3 clusters Score -3203509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -3203506.500000 Penalty: 5052.084473
	Iteration 87Q: 3 clusters Score -3203506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -3203516.000000 Penalty: 5052.084473
	Iteration 88Q: 3 clusters Score -3203516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -3203513.250000 Penalty: 5052.084473
	Iteration 89Q: 3 clusters Score -3203513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -3203512.500000 Penalty: 5052.084473
	Iteration 90Q: 3 clusters Score -3203512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -3203512.250000 Penalty: 5052.084473
	Iteration 91Q: 3 clusters Score -3203512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -3203513.000000 Penalty: 5052.084473
	Iteration 92Q: 3 clusters Score -3203513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -3203519.750000 Penalty: 5052.084473
	Iteration 93Q: 3 clusters Score -3203520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -3203519.250000 Penalty: 5052.084473
	Iteration 94Q: 3 clusters Score -3203519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -3203518.000000 Penalty: 5052.084473
	Iteration 95Q: 3 clusters Score -3203518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -3203516.250000 Penalty: 5052.084473
	Iteration 96Q: 3 clusters Score -3203516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -3203519.500000 Penalty: 5052.084473
	Iteration 97Q: 3 clusters Score -3203520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -3203519.000000 Penalty: 5052.084473
	Iteration 98Q: 3 clusters Score -3203519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -3203519.000000 Penalty: 5052.084473
	Iteration 99F: 3 clusters Score -3203519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Entering Unmasked Estep 
Score: -2846079.250000 Penalty: 2490.736572
	Iteration 0F: 2 clusters Score -2846079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2829991.000000 Penalty: 4981.473145
	Iteration 0F: 3 clusters Score -2829991 nChanged 10260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2835430.000000 Penalty: 4981.473145
	Iteration 1F: 3 clusters Score -2835430 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2835804.250000 Penalty: 4981.473145
	Iteration 2Q: 3 clusters Score -2835804 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2836158.750000 Penalty: 4981.473145
	Iteration 3Q: 3 clusters Score -2836159 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2836441.250000 Penalty: 4981.473145
	Iteration 4Q: 3 clusters Score -2836441 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2836669.750000 Penalty: 4981.473145
	Iteration 5Q: 3 clusters Score -2836670 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2836909.000000 Penalty: 4981.473145
	Iteration 6Q: 3 clusters Score -2836909 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2837121.250000 Penalty: 4981.473145
	Iteration 7Q: 3 clusters Score -2837121 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2837368.750000 Penalty: 4981.473145
	Iteration 8Q: 3 clusters Score -2837369 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2837672.250000 Penalty: 4981.473145
	Iteration 9Q: 3 clusters Score -2837672 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2838062.500000 Penalty: 4981.473145
	Iteration 10Q: 3 clusters Score -2838062 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2838559.250000 Penalty: 4981.473145
	Iteration 11Q: 3 clusters Score -2838559 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2839234.000000 Penalty: 4981.473145
	Iteration 12Q: 3 clusters Score -2839234 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2840048.500000 Penalty: 4981.473145
	Iteration 13F: 3 clusters Score -2840048 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2840868.750000 Penalty: 4981.473145
	Iteration 14F: 3 clusters Score -2840869 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2841723.750000 Penalty: 4981.473145
	Iteration 15Q: 3 clusters Score -2841724 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2842414.500000 Penalty: 4981.473145
	Iteration 16Q: 3 clusters Score -2842414 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2842999.000000 Penalty: 4981.473145
	Iteration 17Q: 3 clusters Score -2842999 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2843405.500000 Penalty: 4981.473145
	Iteration 18Q: 3 clusters Score -2843406 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2843639.750000 Penalty: 4981.473145
	Iteration 19Q: 3 clusters Score -2843640 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2843774.250000 Penalty: 4981.473145
	Iteration 20F: 3 clusters Score -2843774 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2843861.500000 Penalty: 4981.473145
	Iteration 21Q: 3 clusters Score -2843862 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2843922.250000 Penalty: 4981.473145
	Iteration 22Q: 3 clusters Score -2843922 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2843953.500000 Penalty: 4981.473145
	Iteration 23Q: 3 clusters Score -2843954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2843974.500000 Penalty: 4981.473145
	Iteration 24Q: 3 clusters Score -2843974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2843992.250000 Penalty: 4981.473145
	Iteration 25Q: 3 clusters Score -2843992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2844003.750000 Penalty: 4981.473145
	Iteration 26Q: 3 clusters Score -2844004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2844029.750000 Penalty: 4981.473145
	Iteration 27Q: 3 clusters Score -2844030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2844040.250000 Penalty: 4981.473145
	Iteration 28Q: 3 clusters Score -2844040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2844054.000000 Penalty: 4981.473145
	Iteration 29Q: 3 clusters Score -2844054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2844052.750000 Penalty: 4981.473145
	Iteration 30Q: 3 clusters Score -2844053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2844051.500000 Penalty: 4981.473145
	Iteration 31Q: 3 clusters Score -2844052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2844053.500000 Penalty: 4981.473145
	Iteration 32Q: 3 clusters Score -2844054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2844051.000000 Penalty: 4981.473145
	Iteration 33Q: 3 clusters Score -2844051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2844051.000000 Penalty: 4981.473145
	Iteration 34F: 3 clusters Score -2844051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (238311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238311 members 
Entering Unmasked Estep 
Score: -28777124.000000 Penalty: 3070.570312
	Iteration 0F: 2 clusters Score -2.877712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119562 members 
Mstep: Class 2 contains 118749 members 
Entering Unmasked Estep 
Score: -28617614.000000 Penalty: 6141.140625
	Iteration 0F: 3 clusters Score -2.861761e+07 nChanged 115198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127130 members 
Mstep: Class 2 contains 111181 members 
Entering Unmasked Estep 
Score: -28686192.000000 Penalty: 6141.140625
	Iteration 1F: 3 clusters Score -2.868619e+07 nChanged 9385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132555 members 
Mstep: Class 2 contains 105756 members 
Entering Unmasked Estep 
Score: -28689838.000000 Penalty: 6141.140625
	Iteration 2Q: 3 clusters Score -2.868984e+07 nChanged 12184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141061 members 
Mstep: Class 2 contains 97250 members 
Entering Unmasked Estep 
Score: -28695614.000000 Penalty: 6141.140625
	Iteration 3F: 3 clusters Score -2.869561e+07 nChanged 15762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153439 members 
Mstep: Class 2 contains 84872 members 
Entering Unmasked Estep 
Score: -28705120.000000 Penalty: 6141.140625
	Iteration 4F: 3 clusters Score -2.870512e+07 nChanged 18851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169646 members 
Mstep: Class 2 contains 68665 members 
Entering Unmasked Estep 
Score: -28718486.000000 Penalty: 6141.140625
	Iteration 5F: 3 clusters Score -2.871849e+07 nChanged 19533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187529 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -28734070.000000 Penalty: 6141.140625
	Iteration 6F: 3 clusters Score -2.873407e+07 nChanged 16662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203237 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -28748338.000000 Penalty: 6141.140625
	Iteration 7F: 3 clusters Score -2.874834e+07 nChanged 11643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214418 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -28758130.000000 Penalty: 6141.140625
	Iteration 8Q: 3 clusters Score -2.875813e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221630 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -28763990.000000 Penalty: 6141.140625
	Iteration 9Q: 3 clusters Score -2.876399e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226521 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -28767670.000000 Penalty: 6141.140625
	Iteration 10Q: 3 clusters Score -2.876767e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229971 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -28770140.000000 Penalty: 6141.140625
	Iteration 11Q: 3 clusters Score -2.877014e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232426 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -28771536.000000 Penalty: 6141.140625
	Iteration 12Q: 3 clusters Score -2.877154e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234179 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -28772628.000000 Penalty: 6141.140625
	Iteration 13Q: 3 clusters Score -2.877263e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235305 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -28773466.000000 Penalty: 6141.140625
	Iteration 14Q: 3 clusters Score -2.877347e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236021 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -28773894.000000 Penalty: 6141.140625
	Iteration 15Q: 3 clusters Score -2.877389e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236507 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -28774176.000000 Penalty: 6141.140625
	Iteration 16Q: 3 clusters Score -2.877418e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236846 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -28774440.000000 Penalty: 6141.140625
	Iteration 17Q: 3 clusters Score -2.877444e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237078 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -28774578.000000 Penalty: 6141.140625
	Iteration 18Q: 3 clusters Score -2.877458e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237199 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -28774662.000000 Penalty: 6141.140625
	Iteration 19Q: 3 clusters Score -2.877466e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237265 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -28774676.000000 Penalty: 6141.140625
	Iteration 20F: 3 clusters Score -2.877468e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237297 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -28774688.000000 Penalty: 6141.140625
	Iteration 21Q: 3 clusters Score -2.877469e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237334 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -28774726.000000 Penalty: 6141.140625
	Iteration 22Q: 3 clusters Score -2.877473e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237368 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -28774748.000000 Penalty: 6141.140625
	Iteration 23Q: 3 clusters Score -2.877475e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237396 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -28774750.000000 Penalty: 6141.140625
	Iteration 24Q: 3 clusters Score -2.877475e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237421 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -28774772.000000 Penalty: 6141.140625
	Iteration 25Q: 3 clusters Score -2.877477e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237435 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -28774812.000000 Penalty: 6141.140625
	Iteration 26Q: 3 clusters Score -2.877481e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237435 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -28774832.000000 Penalty: 6141.140625
	Iteration 27Q: 3 clusters Score -2.877483e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237440 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -28774850.000000 Penalty: 6141.140625
	Iteration 28Q: 3 clusters Score -2.877485e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237440 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -28774874.000000 Penalty: 6141.140625
	Iteration 29Q: 3 clusters Score -2.877487e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237447 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -28774902.000000 Penalty: 6141.140625
	Iteration 30Q: 3 clusters Score -2.87749e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237454 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -28774912.000000 Penalty: 6141.140625
	Iteration 31Q: 3 clusters Score -2.877491e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237454 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -28774914.000000 Penalty: 6141.140625
	Iteration 32Q: 3 clusters Score -2.877491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237457 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -28774936.000000 Penalty: 6141.140625
	Iteration 33Q: 3 clusters Score -2.877494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237453 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -28774930.000000 Penalty: 6141.140625
	Iteration 34Q: 3 clusters Score -2.877493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237456 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -28774932.000000 Penalty: 6141.140625
	Iteration 35Q: 3 clusters Score -2.877493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237458 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -28774924.000000 Penalty: 6141.140625
	Iteration 36Q: 3 clusters Score -2.877492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237458 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -28774924.000000 Penalty: 6141.140625
	Iteration 37F: 3 clusters Score -2.877492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (64861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64861 members 
Entering Unmasked Estep 
Score: -7981597.500000 Penalty: 2747.840332
	Iteration 0F: 2 clusters Score -7981598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -7937919.500000 Penalty: 5495.680664
	Iteration 0F: 3 clusters Score -7937920 nChanged 30385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -7955297.500000 Penalty: 5495.680664
	Iteration 1F: 3 clusters Score -7955298 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -7956246.500000 Penalty: 5495.680664
	Iteration 2Q: 3 clusters Score -7956246 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -7957485.000000 Penalty: 5495.680664
	Iteration 3Q: 3 clusters Score -7957485 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -7958930.000000 Penalty: 5495.680664
	Iteration 4F: 3 clusters Score -7958930 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -7960957.000000 Penalty: 5495.680664
	Iteration 5F: 3 clusters Score -7960957 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -7963418.500000 Penalty: 5495.680664
	Iteration 6F: 3 clusters Score -7963418 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -7966051.000000 Penalty: 5495.680664
	Iteration 7F: 3 clusters Score -7966051 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -7968897.500000 Penalty: 5495.680664
	Iteration 8F: 3 clusters Score -7968898 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -7971693.000000 Penalty: 5495.680664
	Iteration 9F: 3 clusters Score -7971693 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 54542 members 
Entering Unmasked Estep 
Score: -7974145.500000 Penalty: 5495.680664
	Iteration 10Q: 3 clusters Score -7974146 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 56273 members 
Entering Unmasked Estep 
Score: -7975908.000000 Penalty: 5495.680664
	Iteration 11Q: 3 clusters Score -7975908 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -7977060.000000 Penalty: 5495.680664
	Iteration 12Q: 3 clusters Score -7977060 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 58184 members 
Entering Unmasked Estep 
Score: -7977644.500000 Penalty: 5495.680664
	Iteration 13Q: 3 clusters Score -7977644 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 58744 members 
Entering Unmasked Estep 
Score: -7977958.500000 Penalty: 5495.680664
	Iteration 14Q: 3 clusters Score -7977958 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 59235 members 
Entering Unmasked Estep 
Score: -7978219.000000 Penalty: 5495.680664
	Iteration 15Q: 3 clusters Score -7978219 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 59644 members 
Entering Unmasked Estep 
Score: -7978381.000000 Penalty: 5495.680664
	Iteration 16Q: 3 clusters Score -7978381 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 59980 members 
Entering Unmasked Estep 
Score: -7978525.500000 Penalty: 5495.680664
	Iteration 17Q: 3 clusters Score -7978526 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 60257 members 
Entering Unmasked Estep 
Score: -7978600.500000 Penalty: 5495.680664
	Iteration 18Q: 3 clusters Score -7978600 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -7978704.000000 Penalty: 5495.680664
	Iteration 19Q: 3 clusters Score -7978704 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 60735 members 
Entering Unmasked Estep 
Score: -7978779.500000 Penalty: 5495.680664
	Iteration 20F: 3 clusters Score -7978780 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 60951 members 
Entering Unmasked Estep 
Score: -7978837.000000 Penalty: 5495.680664
	Iteration 21Q: 3 clusters Score -7978837 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 61157 members 
Entering Unmasked Estep 
Score: -7978928.500000 Penalty: 5495.680664
	Iteration 22Q: 3 clusters Score -7978928 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 61354 members 
Entering Unmasked Estep 
Score: -7978983.000000 Penalty: 5495.680664
	Iteration 23Q: 3 clusters Score -7978983 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 61514 members 
Entering Unmasked Estep 
Score: -7979013.000000 Penalty: 5495.680664
	Iteration 24Q: 3 clusters Score -7979013 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 61642 members 
Entering Unmasked Estep 
Score: -7979060.000000 Penalty: 5495.680664
	Iteration 25Q: 3 clusters Score -7979060 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 61773 members 
Entering Unmasked Estep 
Score: -7979090.500000 Penalty: 5495.680664
	Iteration 26Q: 3 clusters Score -7979090 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 61896 members 
Entering Unmasked Estep 
Score: -7979135.500000 Penalty: 5495.680664
	Iteration 27Q: 3 clusters Score -7979136 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
Score: -7979174.000000 Penalty: 5495.680664
	Iteration 28Q: 3 clusters Score -7979174 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -7979220.500000 Penalty: 5495.680664
	Iteration 29Q: 3 clusters Score -7979220 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 62199 members 
Entering Unmasked Estep 
Score: -7979256.000000 Penalty: 5495.680664
	Iteration 30Q: 3 clusters Score -7979256 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 62272 members 
Entering Unmasked Estep 
Score: -7979289.500000 Penalty: 5495.680664
	Iteration 31Q: 3 clusters Score -7979290 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 62326 members 
Entering Unmasked Estep 
Score: -7979303.500000 Penalty: 5495.680664
	Iteration 32Q: 3 clusters Score -7979304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 62368 members 
Entering Unmasked Estep 
Score: -7979317.500000 Penalty: 5495.680664
	Iteration 33Q: 3 clusters Score -7979318 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 62415 members 
Entering Unmasked Estep 
Score: -7979313.500000 Penalty: 5495.680664
	Iteration 34Q: 3 clusters Score -7979314 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 62456 members 
Entering Unmasked Estep 
Score: -7979313.500000 Penalty: 5495.680664
	Iteration 35Q: 3 clusters Score -7979314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 62480 members 
Entering Unmasked Estep 
Score: -7979327.500000 Penalty: 5495.680664
	Iteration 36Q: 3 clusters Score -7979328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 62499 members 
Entering Unmasked Estep 
Score: -7979313.000000 Penalty: 5495.680664
	Iteration 37Q: 3 clusters Score -7979313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -7979326.500000 Penalty: 5495.680664
	Iteration 38Q: 3 clusters Score -7979326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 62540 members 
Entering Unmasked Estep 
Score: -7979329.000000 Penalty: 5495.680664
	Iteration 39Q: 3 clusters Score -7979329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 62561 members 
Entering Unmasked Estep 
Score: -7979328.500000 Penalty: 5495.680664
	Iteration 40F: 3 clusters Score -7979328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 62582 members 
Entering Unmasked Estep 
Score: -7979330.500000 Penalty: 5495.680664
	Iteration 41Q: 3 clusters Score -7979330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 62603 members 
Entering Unmasked Estep 
Score: -7979334.500000 Penalty: 5495.680664
	Iteration 42Q: 3 clusters Score -7979334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 62620 members 
Entering Unmasked Estep 
Score: -7979332.000000 Penalty: 5495.680664
	Iteration 43Q: 3 clusters Score -7979332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 62630 members 
Entering Unmasked Estep 
Score: -7979342.500000 Penalty: 5495.680664
	Iteration 44Q: 3 clusters Score -7979342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 62636 members 
Entering Unmasked Estep 
Score: -7979334.000000 Penalty: 5495.680664
	Iteration 45Q: 3 clusters Score -7979334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 62647 members 
Entering Unmasked Estep 
Score: -7979348.000000 Penalty: 5495.680664
	Iteration 46Q: 3 clusters Score -7979348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 62663 members 
Entering Unmasked Estep 
Score: -7979349.500000 Penalty: 5495.680664
	Iteration 47Q: 3 clusters Score -7979350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
Score: -7979363.000000 Penalty: 5495.680664
	Iteration 48Q: 3 clusters Score -7979363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -7979366.500000 Penalty: 5495.680664
	Iteration 49Q: 3 clusters Score -7979366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 62700 members 
Entering Unmasked Estep 
Score: -7979371.000000 Penalty: 5495.680664
	Iteration 50Q: 3 clusters Score -7979371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 62723 members 
Entering Unmasked Estep 
Score: -7979384.000000 Penalty: 5495.680664
	Iteration 51Q: 3 clusters Score -7979384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 62749 members 
Entering Unmasked Estep 
Score: -7979385.000000 Penalty: 5495.680664
	Iteration 52Q: 3 clusters Score -7979385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -7979384.000000 Penalty: 5495.680664
	Iteration 53Q: 3 clusters Score -7979384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 62787 members 
Entering Unmasked Estep 
Score: -7979389.000000 Penalty: 5495.680664
	Iteration 54Q: 3 clusters Score -7979389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 62806 members 
Entering Unmasked Estep 
Score: -7979391.500000 Penalty: 5495.680664
	Iteration 55Q: 3 clusters Score -7979392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 62820 members 
Entering Unmasked Estep 
Score: -7979387.500000 Penalty: 5495.680664
	Iteration 56Q: 3 clusters Score -7979388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 62826 members 
Entering Unmasked Estep 
Score: -7979386.000000 Penalty: 5495.680664
	Iteration 57Q: 3 clusters Score -7979386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 62835 members 
Entering Unmasked Estep 
Score: -7979385.500000 Penalty: 5495.680664
	Iteration 58Q: 3 clusters Score -7979386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -7979393.000000 Penalty: 5495.680664
	Iteration 59Q: 3 clusters Score -7979393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 62850 members 
Entering Unmasked Estep 
Score: -7979400.000000 Penalty: 5495.680664
	Iteration 60F: 3 clusters Score -7979400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -7979410.500000 Penalty: 5495.680664
	Iteration 61Q: 3 clusters Score -7979410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 62868 members 
Entering Unmasked Estep 
Score: -7979410.000000 Penalty: 5495.680664
	Iteration 62Q: 3 clusters Score -7979410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 62876 members 
Entering Unmasked Estep 
Score: -7979410.000000 Penalty: 5495.680664
	Iteration 63Q: 3 clusters Score -7979410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -7979413.000000 Penalty: 5495.680664
	Iteration 64Q: 3 clusters Score -7979413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 62895 members 
Entering Unmasked Estep 
Score: -7979426.000000 Penalty: 5495.680664
	Iteration 65Q: 3 clusters Score -7979426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 62903 members 
Entering Unmasked Estep 
Score: -7979423.500000 Penalty: 5495.680664
	Iteration 66Q: 3 clusters Score -7979424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 62910 members 
Entering Unmasked Estep 
Score: -7979425.500000 Penalty: 5495.680664
	Iteration 67Q: 3 clusters Score -7979426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 62917 members 
Entering Unmasked Estep 
Score: -7979435.500000 Penalty: 5495.680664
	Iteration 68Q: 3 clusters Score -7979436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 62924 members 
Entering Unmasked Estep 
Score: -7979427.000000 Penalty: 5495.680664
	Iteration 69Q: 3 clusters Score -7979427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 62927 members 
Entering Unmasked Estep 
Score: -7979436.000000 Penalty: 5495.680664
	Iteration 70Q: 3 clusters Score -7979436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 62931 members 
Entering Unmasked Estep 
Score: -7979440.500000 Penalty: 5495.680664
	Iteration 71Q: 3 clusters Score -7979440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 62935 members 
Entering Unmasked Estep 
Score: -7979439.000000 Penalty: 5495.680664
	Iteration 72Q: 3 clusters Score -7979439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 62936 members 
Entering Unmasked Estep 
Score: -7979435.500000 Penalty: 5495.680664
	Iteration 73Q: 3 clusters Score -7979436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -7979437.500000 Penalty: 5495.680664
	Iteration 74Q: 3 clusters Score -7979438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -7979437.500000 Penalty: 5495.680664
	Iteration 75F: 3 clusters Score -7979438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (56395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56395 members 
Entering Unmasked Estep 
Score: -6682257.500000 Penalty: 2713.153809
	Iteration 0F: 2 clusters Score -6682258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -6644178.000000 Penalty: 5426.307617
	Iteration 0F: 3 clusters Score -6644178 nChanged 26438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -6660015.000000 Penalty: 5426.307617
	Iteration 1F: 3 clusters Score -6660015 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -6662844.500000 Penalty: 5426.307617
	Iteration 2F: 3 clusters Score -6662844 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -6669085.000000 Penalty: 5426.307617
	Iteration 3F: 3 clusters Score -6669085 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -6678086.000000 Penalty: 5426.307617
	Iteration 4F: 3 clusters Score -6678086 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -6685562.000000 Penalty: 5426.307617
	Iteration 5F: 3 clusters Score -6685562 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -6689016.000000 Penalty: 5426.307617
	Iteration 6F: 3 clusters Score -6689016 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -6690341.500000 Penalty: 5426.307617
	Iteration 7Q: 3 clusters Score -6690342 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -6690781.500000 Penalty: 5426.307617
	Iteration 8Q: 3 clusters Score -6690782 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -6690984.000000 Penalty: 5426.307617
	Iteration 9Q: 3 clusters Score -6690984 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -6691080.000000 Penalty: 5426.307617
	Iteration 10Q: 3 clusters Score -6691080 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -6691133.000000 Penalty: 5426.307617
	Iteration 11Q: 3 clusters Score -6691133 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -6691140.500000 Penalty: 5426.307617
	Iteration 12Q: 3 clusters Score -6691140 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -6691162.000000 Penalty: 5426.307617
	Iteration 13Q: 3 clusters Score -6691162 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -6691190.000000 Penalty: 5426.307617
	Iteration 14Q: 3 clusters Score -6691190 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -6691195.500000 Penalty: 5426.307617
	Iteration 15Q: 3 clusters Score -6691196 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -6691198.000000 Penalty: 5426.307617
	Iteration 16Q: 3 clusters Score -6691198 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -6691213.500000 Penalty: 5426.307617
	Iteration 17Q: 3 clusters Score -6691214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -6691222.500000 Penalty: 5426.307617
	Iteration 18Q: 3 clusters Score -6691222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -6691235.500000 Penalty: 5426.307617
	Iteration 19Q: 3 clusters Score -6691236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 49096 members 
Entering Unmasked Estep 
Score: -6691232.500000 Penalty: 5426.307617
	Iteration 20F: 3 clusters Score -6691232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -6691240.500000 Penalty: 5426.307617
	Iteration 21Q: 3 clusters Score -6691240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -6691229.000000 Penalty: 5426.307617
	Iteration 22Q: 3 clusters Score -6691229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -6691219.500000 Penalty: 5426.307617
	Iteration 23Q: 3 clusters Score -6691220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 49180 members 
Entering Unmasked Estep 
Score: -6691226.000000 Penalty: 5426.307617
	Iteration 24Q: 3 clusters Score -6691226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -6691225.000000 Penalty: 5426.307617
	Iteration 25Q: 3 clusters Score -6691225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -6691219.500000 Penalty: 5426.307617
	Iteration 26Q: 3 clusters Score -6691220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -6691222.000000 Penalty: 5426.307617
	Iteration 27Q: 3 clusters Score -6691222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -6691222.000000 Penalty: 5426.307617
	Iteration 28F: 3 clusters Score -6691222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 248315 members 
Mstep: Class 2 contains 18361 members 
Mstep: Class 3 contains 273797 members 
Mstep: Class 4 contains 29462 members 
Mstep: Class 5 contains 55740 members 
Mstep: Class 6 contains 68325 members 
Mstep: Class 7 contains 21083 members 
Mstep: Class 8 contains 30450 members 
Mstep: Class 9 contains 38787 members 
Mstep: Class 10 contains 14663 members 
Mstep: Class 11 contains 26520 members 
Mstep: Class 12 contains 23001 members 
Mstep: Class 13 contains 238311 members 
Mstep: Class 14 contains 64861 members 
Mstep: Class 15 contains 7197 members 
Mstep: Class 16 contains 73833 members 
Mstep: Class 17 contains 19211 members 
Mstep: Class 18 contains 3011 members 
Mstep: Class 19 contains 7469 members 
Mstep: Class 20 contains 20971 members 
Mstep: Class 21 contains 49198 members 
Entering Unmasked Estep 
Score: -158362240.000000 Penalty: 73446.765625
Splitting cluster 15 changes total score from -158326720.000000 to -158362240.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 16 (73833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73833 members 
Entering Unmasked Estep 
Score: -9041933.000000 Penalty: 2779.971191
	Iteration 0F: 2 clusters Score -9041933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -8992391.000000 Penalty: 5559.942383
	Iteration 0F: 3 clusters Score -8992391 nChanged 34667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -9011821.000000 Penalty: 5559.942383
	Iteration 1F: 3 clusters Score -9011821 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -9012531.000000 Penalty: 5559.942383
	Iteration 2Q: 3 clusters Score -9012531 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -9013389.000000 Penalty: 5559.942383
	Iteration 3Q: 3 clusters Score -9013389 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -9014629.000000 Penalty: 5559.942383
	Iteration 4Q: 3 clusters Score -9014629 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -9016485.000000 Penalty: 5559.942383
	Iteration 5F: 3 clusters Score -9016485 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -9019332.000000 Penalty: 5559.942383
	Iteration 6F: 3 clusters Score -9019332 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -9023422.000000 Penalty: 5559.942383
	Iteration 7F: 3 clusters Score -9023422 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 59260 members 
Entering Unmasked Estep 
Score: -9028261.000000 Penalty: 5559.942383
	Iteration 8F: 3 clusters Score -9028261 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 63921 members 
Entering Unmasked Estep 
Score: -9032584.000000 Penalty: 5559.942383
	Iteration 9F: 3 clusters Score -9032584 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 67447 members 
Entering Unmasked Estep 
Score: -9035743.000000 Penalty: 5559.942383
	Iteration 10Q: 3 clusters Score -9035743 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 69704 members 
Entering Unmasked Estep 
Score: -9037716.000000 Penalty: 5559.942383
	Iteration 11Q: 3 clusters Score -9037716 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 70976 members 
Entering Unmasked Estep 
Score: -9038692.000000 Penalty: 5559.942383
	Iteration 12Q: 3 clusters Score -9038692 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 71670 members 
Entering Unmasked Estep 
Score: -9039193.000000 Penalty: 5559.942383
	Iteration 13Q: 3 clusters Score -9039193 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 72067 members 
Entering Unmasked Estep 
Score: -9039445.000000 Penalty: 5559.942383
	Iteration 14Q: 3 clusters Score -9039445 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 72290 members 
Entering Unmasked Estep 
Score: -9039574.000000 Penalty: 5559.942383
	Iteration 15Q: 3 clusters Score -9039574 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 72422 members 
Entering Unmasked Estep 
Score: -9039676.000000 Penalty: 5559.942383
	Iteration 16Q: 3 clusters Score -9039676 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 72507 members 
Entering Unmasked Estep 
Score: -9039736.000000 Penalty: 5559.942383
	Iteration 17Q: 3 clusters Score -9039736 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 72555 members 
Entering Unmasked Estep 
Score: -9039768.000000 Penalty: 5559.942383
	Iteration 18Q: 3 clusters Score -9039768 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 72598 members 
Entering Unmasked Estep 
Score: -9039796.000000 Penalty: 5559.942383
	Iteration 19Q: 3 clusters Score -9039796 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 72634 members 
Entering Unmasked Estep 
Score: -9039843.000000 Penalty: 5559.942383
	Iteration 20F: 3 clusters Score -9039843 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 72654 members 
Entering Unmasked Estep 
Score: -9039837.000000 Penalty: 5559.942383
	Iteration 21Q: 3 clusters Score -9039837 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 72657 members 
Entering Unmasked Estep 
Score: -9039868.000000 Penalty: 5559.942383
	Iteration 22Q: 3 clusters Score -9039868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 72668 members 
Entering Unmasked Estep 
Score: -9039878.000000 Penalty: 5559.942383
	Iteration 23Q: 3 clusters Score -9039878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 72677 members 
Entering Unmasked Estep 
Score: -9039883.000000 Penalty: 5559.942383
	Iteration 24Q: 3 clusters Score -9039883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 72692 members 
Entering Unmasked Estep 
Score: -9039894.000000 Penalty: 5559.942383
	Iteration 25Q: 3 clusters Score -9039894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 72706 members 
Entering Unmasked Estep 
Score: -9039901.000000 Penalty: 5559.942383
	Iteration 26Q: 3 clusters Score -9039901 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 72728 members 
Entering Unmasked Estep 
Score: -9039923.000000 Penalty: 5559.942383
	Iteration 27Q: 3 clusters Score -9039923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 72745 members 
Entering Unmasked Estep 
Score: -9039940.000000 Penalty: 5559.942383
	Iteration 28Q: 3 clusters Score -9039940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 72756 members 
Entering Unmasked Estep 
Score: -9039939.000000 Penalty: 5559.942383
	Iteration 29Q: 3 clusters Score -9039939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 72760 members 
Entering Unmasked Estep 
Score: -9039938.000000 Penalty: 5559.942383
	Iteration 30Q: 3 clusters Score -9039938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 72766 members 
Entering Unmasked Estep 
Score: -9039940.000000 Penalty: 5559.942383
	Iteration 31Q: 3 clusters Score -9039940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 72769 members 
Entering Unmasked Estep 
Score: -9039941.000000 Penalty: 5559.942383
	Iteration 32Q: 3 clusters Score -9039941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 72772 members 
Entering Unmasked Estep 
Score: -9039944.000000 Penalty: 5559.942383
	Iteration 33Q: 3 clusters Score -9039944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -9039951.000000 Penalty: 5559.942383
	Iteration 34Q: 3 clusters Score -9039951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 72781 members 
Entering Unmasked Estep 
Score: -9039948.000000 Penalty: 5559.942383
	Iteration 35Q: 3 clusters Score -9039948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 72779 members 
Entering Unmasked Estep 
Score: -9039954.000000 Penalty: 5559.942383
	Iteration 36Q: 3 clusters Score -9039954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 72782 members 
Entering Unmasked Estep 
Score: -9039954.000000 Penalty: 5559.942383
	Iteration 37Q: 3 clusters Score -9039954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -9039955.000000 Penalty: 5559.942383
	Iteration 38Q: 3 clusters Score -9039955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 72787 members 
Entering Unmasked Estep 
Score: -9039961.000000 Penalty: 5559.942383
	Iteration 39Q: 3 clusters Score -9039961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 72792 members 
Entering Unmasked Estep 
Score: -9039957.000000 Penalty: 5559.942383
	Iteration 40F: 3 clusters Score -9039957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 72792 members 
Entering Unmasked Estep 
Score: -9039962.000000 Penalty: 5559.942383
	Iteration 41Q: 3 clusters Score -9039962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 72795 members 
Entering Unmasked Estep 
Score: -9039957.000000 Penalty: 5559.942383
	Iteration 42Q: 3 clusters Score -9039957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 72796 members 
Entering Unmasked Estep 
Score: -9039960.000000 Penalty: 5559.942383
	Iteration 43Q: 3 clusters Score -9039960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 72797 members 
Entering Unmasked Estep 
Score: -9039964.000000 Penalty: 5559.942383
	Iteration 44Q: 3 clusters Score -9039964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 72797 members 
Entering Unmasked Estep 
Score: -9039964.000000 Penalty: 5559.942383
	Iteration 45F: 3 clusters Score -9039964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Entering Unmasked Estep 
Score: -2339956.250000 Penalty: 2446.083008
	Iteration 0F: 2 clusters Score -2339956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2326282.250000 Penalty: 4892.166016
	Iteration 0F: 3 clusters Score -2326282 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2330898.250000 Penalty: 4892.166016
	Iteration 1F: 3 clusters Score -2330898 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2331336.750000 Penalty: 4892.166016
	Iteration 2F: 3 clusters Score -2331337 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2331745.250000 Penalty: 4892.166016
	Iteration 3Q: 3 clusters Score -2331745 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2332088.250000 Penalty: 4892.166016
	Iteration 4Q: 3 clusters Score -2332088 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2332412.750000 Penalty: 4892.166016
	Iteration 5Q: 3 clusters Score -2332413 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2332683.500000 Penalty: 4892.166016
	Iteration 6Q: 3 clusters Score -2332684 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2332915.250000 Penalty: 4892.166016
	Iteration 7Q: 3 clusters Score -2332915 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2333115.500000 Penalty: 4892.166016
	Iteration 8Q: 3 clusters Score -2333116 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2333273.250000 Penalty: 4892.166016
	Iteration 9Q: 3 clusters Score -2333273 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2333445.750000 Penalty: 4892.166016
	Iteration 10Q: 3 clusters Score -2333446 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2333620.500000 Penalty: 4892.166016
	Iteration 11Q: 3 clusters Score -2333620 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2333775.250000 Penalty: 4892.166016
	Iteration 12Q: 3 clusters Score -2333775 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2333956.000000 Penalty: 4892.166016
	Iteration 13Q: 3 clusters Score -2333956 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2334128.000000 Penalty: 4892.166016
	Iteration 14Q: 3 clusters Score -2334128 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2334335.750000 Penalty: 4892.166016
	Iteration 15Q: 3 clusters Score -2334336 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2334584.750000 Penalty: 4892.166016
	Iteration 16Q: 3 clusters Score -2334585 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2334903.250000 Penalty: 4892.166016
	Iteration 17Q: 3 clusters Score -2334903 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2335309.500000 Penalty: 4892.166016
	Iteration 18Q: 3 clusters Score -2335310 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2335797.500000 Penalty: 4892.166016
	Iteration 19Q: 3 clusters Score -2335798 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2336240.750000 Penalty: 4892.166016
	Iteration 20F: 3 clusters Score -2336241 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2336626.500000 Penalty: 4892.166016
	Iteration 21Q: 3 clusters Score -2336626 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2336956.750000 Penalty: 4892.166016
	Iteration 22Q: 3 clusters Score -2336957 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2337221.250000 Penalty: 4892.166016
	Iteration 23Q: 3 clusters Score -2337221 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2337418.000000 Penalty: 4892.166016
	Iteration 24Q: 3 clusters Score -2337418 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2337584.250000 Penalty: 4892.166016
	Iteration 25Q: 3 clusters Score -2337584 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2337729.000000 Penalty: 4892.166016
	Iteration 26Q: 3 clusters Score -2337729 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2337857.250000 Penalty: 4892.166016
	Iteration 27Q: 3 clusters Score -2337857 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2337966.750000 Penalty: 4892.166016
	Iteration 28Q: 3 clusters Score -2337967 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2338047.500000 Penalty: 4892.166016
	Iteration 29Q: 3 clusters Score -2338048 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2338100.000000 Penalty: 4892.166016
	Iteration 30Q: 3 clusters Score -2338100 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2338139.250000 Penalty: 4892.166016
	Iteration 31Q: 3 clusters Score -2338139 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2338169.750000 Penalty: 4892.166016
	Iteration 32Q: 3 clusters Score -2338170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2338183.250000 Penalty: 4892.166016
	Iteration 33Q: 3 clusters Score -2338183 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2338202.250000 Penalty: 4892.166016
	Iteration 34Q: 3 clusters Score -2338202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2338219.750000 Penalty: 4892.166016
	Iteration 35Q: 3 clusters Score -2338220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2338243.500000 Penalty: 4892.166016
	Iteration 36Q: 3 clusters Score -2338244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2338249.000000 Penalty: 4892.166016
	Iteration 37Q: 3 clusters Score -2338249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2338256.000000 Penalty: 4892.166016
	Iteration 38Q: 3 clusters Score -2338256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2338259.250000 Penalty: 4892.166016
	Iteration 39Q: 3 clusters Score -2338259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2338263.500000 Penalty: 4892.166016
	Iteration 40F: 3 clusters Score -2338264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2338272.500000 Penalty: 4892.166016
	Iteration 41Q: 3 clusters Score -2338272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2338276.000000 Penalty: 4892.166016
	Iteration 42Q: 3 clusters Score -2338276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2338280.500000 Penalty: 4892.166016
	Iteration 43Q: 3 clusters Score -2338280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2338282.750000 Penalty: 4892.166016
	Iteration 44Q: 3 clusters Score -2338283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2338287.500000 Penalty: 4892.166016
	Iteration 45Q: 3 clusters Score -2338288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2338290.250000 Penalty: 4892.166016
	Iteration 46Q: 3 clusters Score -2338290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2338294.750000 Penalty: 4892.166016
	Iteration 47Q: 3 clusters Score -2338295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2338295.000000 Penalty: 4892.166016
	Iteration 48Q: 3 clusters Score -2338295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2338296.750000 Penalty: 4892.166016
	Iteration 49Q: 3 clusters Score -2338297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2338295.500000 Penalty: 4892.166016
	Iteration 50Q: 3 clusters Score -2338296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2338296.250000 Penalty: 4892.166016
	Iteration 51Q: 3 clusters Score -2338296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2338301.750000 Penalty: 4892.166016
	Iteration 52Q: 3 clusters Score -2338302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2338298.500000 Penalty: 4892.166016
	Iteration 53Q: 3 clusters Score -2338298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2338303.750000 Penalty: 4892.166016
	Iteration 54Q: 3 clusters Score -2338304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2338303.250000 Penalty: 4892.166016
	Iteration 55Q: 3 clusters Score -2338303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2338304.250000 Penalty: 4892.166016
	Iteration 56Q: 3 clusters Score -2338304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2338307.750000 Penalty: 4892.166016
	Iteration 57Q: 3 clusters Score -2338308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2338307.750000 Penalty: 4892.166016
	Iteration 58F: 3 clusters Score -2338308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Entering Unmasked Estep 
Score: -304152.843750 Penalty: 1986.486938
	Iteration 0F: 2 clusters Score -304152.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -301214.093750 Penalty: 3972.973877
	Iteration 0F: 3 clusters Score -301214.1 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -303859.593750 Penalty: 3972.973877
	Iteration 1F: 3 clusters Score -303859.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -306159.906250 Penalty: 3972.973877
	Iteration 2F: 3 clusters Score -306159.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -308996.000000 Penalty: 3972.973877
	Iteration 3F: 3 clusters Score -308996 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -310971.687500 Penalty: 3972.973877
	Iteration 4F: 3 clusters Score -310971.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -311368.687500 Penalty: 3972.973877
	Iteration 5Q: 3 clusters Score -311368.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -311606.906250 Penalty: 3972.973877
	Iteration 6Q: 3 clusters Score -311606.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -311719.062500 Penalty: 3972.973877
	Iteration 7Q: 3 clusters Score -311719.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -311882.062500 Penalty: 3972.973877
	Iteration 8Q: 3 clusters Score -311882.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -312130.437500 Penalty: 3972.973877
	Iteration 9Q: 3 clusters Score -312130.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -312365.562500 Penalty: 3972.973877
	Iteration 10Q: 3 clusters Score -312365.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -312492.468750 Penalty: 3972.973877
	Iteration 11Q: 3 clusters Score -312492.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -312543.593750 Penalty: 3972.973877
	Iteration 12Q: 3 clusters Score -312543.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -312549.093750 Penalty: 3972.973877
	Iteration 13Q: 3 clusters Score -312549.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -312549.718750 Penalty: 3972.973877
	Iteration 14Q: 3 clusters Score -312549.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -312550.843750 Penalty: 3972.973877
	Iteration 15F: 3 clusters Score -312550.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -312553.062500 Penalty: 3972.973877
	Iteration 16Q: 3 clusters Score -312553.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -312553.031250 Penalty: 3972.973877
	Iteration 17Q: 3 clusters Score -312553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -312553.031250 Penalty: 3972.973877
	Iteration 18F: 3 clusters Score -312553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 248315 members 
Mstep: Class 2 contains 18361 members 
Mstep: Class 3 contains 273797 members 
Mstep: Class 4 contains 29462 members 
Mstep: Class 5 contains 55740 members 
Mstep: Class 6 contains 68325 members 
Mstep: Class 7 contains 21083 members 
Mstep: Class 8 contains 30450 members 
Mstep: Class 9 contains 38787 members 
Mstep: Class 10 contains 14663 members 
Mstep: Class 11 contains 26520 members 
Mstep: Class 12 contains 23001 members 
Mstep: Class 13 contains 238311 members 
Mstep: Class 14 contains 64861 members 
Mstep: Class 15 contains 7197 members 
Mstep: Class 16 contains 73833 members 
Mstep: Class 17 contains 19211 members 
Mstep: Class 18 contains 2158 members 
Mstep: Class 19 contains 7469 members 
Mstep: Class 20 contains 20971 members 
Mstep: Class 21 contains 49198 members 
Mstep: Class 22 contains 853 members 
Entering Unmasked Estep 
Score: -158368864.000000 Penalty: 76944.234375
Splitting cluster 18 changes total score from -158326720.000000 to -158368864.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -901505.250000 Penalty: 2211.791992
	Iteration 0F: 2 clusters Score -901505.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -895426.625000 Penalty: 4423.583984
	Iteration 0F: 3 clusters Score -895426.6 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -897104.500000 Penalty: 4423.583984
	Iteration 1F: 3 clusters Score -897104.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -897410.875000 Penalty: 4423.583984
	Iteration 2F: 3 clusters Score -897410.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -897611.812500 Penalty: 4423.583984
	Iteration 3F: 3 clusters Score -897611.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -897794.000000 Penalty: 4423.583984
	Iteration 4Q: 3 clusters Score -897794 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -897956.625000 Penalty: 4423.583984
	Iteration 5Q: 3 clusters Score -897956.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -898107.437500 Penalty: 4423.583984
	Iteration 6Q: 3 clusters Score -898107.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -898256.250000 Penalty: 4423.583984
	Iteration 7Q: 3 clusters Score -898256.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -898390.562500 Penalty: 4423.583984
	Iteration 8Q: 3 clusters Score -898390.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -898529.687500 Penalty: 4423.583984
	Iteration 9Q: 3 clusters Score -898529.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -898658.937500 Penalty: 4423.583984
	Iteration 10Q: 3 clusters Score -898658.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -898765.875000 Penalty: 4423.583984
	Iteration 11Q: 3 clusters Score -898765.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -898852.937500 Penalty: 4423.583984
	Iteration 12Q: 3 clusters Score -898852.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -898922.062500 Penalty: 4423.583984
	Iteration 13Q: 3 clusters Score -898922.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -898976.812500 Penalty: 4423.583984
	Iteration 14Q: 3 clusters Score -898976.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -899022.375000 Penalty: 4423.583984
	Iteration 15Q: 3 clusters Score -899022.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -899068.187500 Penalty: 4423.583984
	Iteration 16Q: 3 clusters Score -899068.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -899113.687500 Penalty: 4423.583984
	Iteration 17Q: 3 clusters Score -899113.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -899153.812500 Penalty: 4423.583984
	Iteration 18Q: 3 clusters Score -899153.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -899191.562500 Penalty: 4423.583984
	Iteration 19Q: 3 clusters Score -899191.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -899217.500000 Penalty: 4423.583984
	Iteration 20F: 3 clusters Score -899217.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -899243.375000 Penalty: 4423.583984
	Iteration 21Q: 3 clusters Score -899243.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -899267.687500 Penalty: 4423.583984
	Iteration 22Q: 3 clusters Score -899267.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -899295.000000 Penalty: 4423.583984
	Iteration 23Q: 3 clusters Score -899295 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -899323.125000 Penalty: 4423.583984
	Iteration 24Q: 3 clusters Score -899323.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -899348.125000 Penalty: 4423.583984
	Iteration 25Q: 3 clusters Score -899348.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -899374.687500 Penalty: 4423.583984
	Iteration 26Q: 3 clusters Score -899374.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -899403.875000 Penalty: 4423.583984
	Iteration 27Q: 3 clusters Score -899403.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -899429.625000 Penalty: 4423.583984
	Iteration 28Q: 3 clusters Score -899429.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -899449.500000 Penalty: 4423.583984
	Iteration 29Q: 3 clusters Score -899449.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -899474.000000 Penalty: 4423.583984
	Iteration 30Q: 3 clusters Score -899474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -899491.750000 Penalty: 4423.583984
	Iteration 31Q: 3 clusters Score -899491.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -899503.750000 Penalty: 4423.583984
	Iteration 32Q: 3 clusters Score -899503.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -899513.687500 Penalty: 4423.583984
	Iteration 33Q: 3 clusters Score -899513.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -899526.875000 Penalty: 4423.583984
	Iteration 34Q: 3 clusters Score -899526.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -899539.750000 Penalty: 4423.583984
	Iteration 35Q: 3 clusters Score -899539.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -899551.875000 Penalty: 4423.583984
	Iteration 36Q: 3 clusters Score -899551.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -899557.437500 Penalty: 4423.583984
	Iteration 37Q: 3 clusters Score -899557.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -899567.125000 Penalty: 4423.583984
	Iteration 38Q: 3 clusters Score -899567.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -899575.312500 Penalty: 4423.583984
	Iteration 39Q: 3 clusters Score -899575.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -899585.687500 Penalty: 4423.583984
	Iteration 40F: 3 clusters Score -899585.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -899589.312500 Penalty: 4423.583984
	Iteration 41Q: 3 clusters Score -899589.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -899595.375000 Penalty: 4423.583984
	Iteration 42Q: 3 clusters Score -899595.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -899602.937500 Penalty: 4423.583984
	Iteration 43Q: 3 clusters Score -899602.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -899606.750000 Penalty: 4423.583984
	Iteration 44Q: 3 clusters Score -899606.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -899609.062500 Penalty: 4423.583984
	Iteration 45Q: 3 clusters Score -899609.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -899613.812500 Penalty: 4423.583984
	Iteration 46Q: 3 clusters Score -899613.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -899615.500000 Penalty: 4423.583984
	Iteration 47Q: 3 clusters Score -899615.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -899617.562500 Penalty: 4423.583984
	Iteration 48Q: 3 clusters Score -899617.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -899618.312500 Penalty: 4423.583984
	Iteration 49Q: 3 clusters Score -899618.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -899621.562500 Penalty: 4423.583984
	Iteration 50Q: 3 clusters Score -899621.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -899622.812500 Penalty: 4423.583984
	Iteration 51Q: 3 clusters Score -899622.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -899623.125000 Penalty: 4423.583984
	Iteration 52Q: 3 clusters Score -899623.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -899623.312500 Penalty: 4423.583984
	Iteration 53Q: 3 clusters Score -899623.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -899623.875000 Penalty: 4423.583984
	Iteration 54Q: 3 clusters Score -899623.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -899623.687500 Penalty: 4423.583984
	Iteration 55Q: 3 clusters Score -899623.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -899623.187500 Penalty: 4423.583984
	Iteration 56Q: 3 clusters Score -899623.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -899628.687500 Penalty: 4423.583984
	Iteration 57Q: 3 clusters Score -899628.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -899628.062500 Penalty: 4423.583984
	Iteration 58Q: 3 clusters Score -899628.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -899631.500000 Penalty: 4423.583984
	Iteration 59Q: 3 clusters Score -899631.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -899632.375000 Penalty: 4423.583984
	Iteration 60F: 3 clusters Score -899632.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -899633.000000 Penalty: 4423.583984
	Iteration 61Q: 3 clusters Score -899633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -899636.937500 Penalty: 4423.583984
	Iteration 62Q: 3 clusters Score -899636.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -899638.187500 Penalty: 4423.583984
	Iteration 63Q: 3 clusters Score -899638.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -899640.687500 Penalty: 4423.583984
	Iteration 64Q: 3 clusters Score -899640.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -899641.875000 Penalty: 4423.583984
	Iteration 65Q: 3 clusters Score -899641.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -899646.312500 Penalty: 4423.583984
	Iteration 66Q: 3 clusters Score -899646.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -899649.250000 Penalty: 4423.583984
	Iteration 67Q: 3 clusters Score -899649.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -899654.187500 Penalty: 4423.583984
	Iteration 68Q: 3 clusters Score -899654.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -899657.187500 Penalty: 4423.583984
	Iteration 69Q: 3 clusters Score -899657.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -899660.500000 Penalty: 4423.583984
	Iteration 70Q: 3 clusters Score -899660.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -899663.062500 Penalty: 4423.583984
	Iteration 71Q: 3 clusters Score -899663.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -899664.062500 Penalty: 4423.583984
	Iteration 72Q: 3 clusters Score -899664.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -899665.062500 Penalty: 4423.583984
	Iteration 73Q: 3 clusters Score -899665.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -899667.437500 Penalty: 4423.583984
	Iteration 74Q: 3 clusters Score -899667.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -899674.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -899678.125000 Penalty: 4423.583984
	Iteration 76Q: 3 clusters Score -899678.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -899680.187500 Penalty: 4423.583984
	Iteration 77Q: 3 clusters Score -899680.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -899682.250000 Penalty: 4423.583984
	Iteration 78Q: 3 clusters Score -899682.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -899681.562500 Penalty: 4423.583984
	Iteration 79Q: 3 clusters Score -899681.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -899682.000000 Penalty: 4423.583984
	Iteration 80F: 3 clusters Score -899682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -899683.062500 Penalty: 4423.583984
	Iteration 81Q: 3 clusters Score -899683.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -899684.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -899687.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -899685.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -899685.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -899685.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -899685.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
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	Iteration 88F: 3 clusters Score -899685.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 248315 members 
Mstep: Class 2 contains 18361 members 
Mstep: Class 3 contains 273797 members 
Mstep: Class 5 contains 55740 members 
Mstep: Class 6 contains 68325 members 
Mstep: Class 7 contains 21083 members 
Mstep: Class 8 contains 30450 members 
Mstep: Class 9 contains 38787 members 
Mstep: Class 10 contains 14663 members 
Mstep: Class 11 contains 26520 members 
Mstep: Class 12 contains 23001 members 
Mstep: Class 13 contains 238311 members 
Mstep: Class 14 contains 64861 members 
Mstep: Class 15 contains 7197 members 
Mstep: Class 16 contains 73833 members 
Mstep: Class 17 contains 19211 members 
Mstep: Class 18 contains 2158 members 
Mstep: Class 19 contains 7469 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 23 clusters Score -1.58376e+08 nChanged 15888
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 248368 members 
Mstep: Class 2 contains 18477 members 
Mstep: Class 3 contains 273738 members 
Mstep: Class 4 contains 29733 members 
Mstep: Class 5 contains 55405 members 
Mstep: Class 6 contains 69254 members 
Mstep: Class 7 contains 21551 members 
Mstep: Class 8 contains 30304 members 
Mstep: Class 9 contains 38725 members 
Mstep: Class 10 contains 14766 members 
Mstep: Class 11 contains 26598 members 
Mstep: Class 12 contains 23137 members 
Mstep: Class 13 contains 238402 members 
Mstep: Class 14 contains 64963 members 
Mstep: Class 15 contains 7546 members 
Mstep: Class 16 contains 73293 members 
Mstep: Class 17 contains 19427 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 7452 members 
Mstep: Class 20 contains 20640 members 
Mstep: Class 21 contains 47759 members 
Mstep: Class 22 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 23 clusters Score -1.583838e+08 nChanged 11710
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 247599 members 
Mstep: Class 2 contains 17846 members 
Mstep: Class 3 contains 272733 members 
Mstep: Class 4 contains 30099 members 
Mstep: Class 5 contains 55031 members 
Mstep: Class 6 contains 69256 members 
Mstep: Class 7 contains 21942 members 
Mstep: Class 8 contains 30779 members 
Mstep: Class 9 contains 38664 members 
Mstep: Class 10 contains 14887 members 
Mstep: Class 11 contains 26090 members 
Mstep: Class 12 contains 23215 members 
Mstep: Class 13 contains 237946 members 
Mstep: Class 14 contains 65069 members 
Mstep: Class 15 contains 7827 members 
Mstep: Class 16 contains 72857 members 
Mstep: Class 17 contains 19119 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 19 contains 7279 members 
Mstep: Class 20 contains 21400 members 
Mstep: Class 21 contains 49896 members 
Mstep: Class 22 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 23 clusters Score -1.583884e+08 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 246937 members 
Mstep: Class 2 contains 17254 members 
Mstep: Class 3 contains 272100 members 
Mstep: Class 4 contains 30435 members 
Mstep: Class 5 contains 54612 members 
Mstep: Class 6 contains 69303 members 
Mstep: Class 7 contains 22319 members 
Mstep: Class 8 contains 31215 members 
Mstep: Class 9 contains 38617 members 
Mstep: Class 10 contains 14991 members 
Mstep: Class 11 contains 25722 members 
Mstep: Class 12 contains 23275 members 
Mstep: Class 13 contains 237588 members 
Mstep: Class 14 contains 65324 members 
Mstep: Class 15 contains 8183 members 
Mstep: Class 16 contains 72462 members 
Mstep: Class 17 contains 18812 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 7182 members 
Mstep: Class 20 contains 22036 members 
Mstep: Class 21 contains 51175 members 
Mstep: Class 22 contains 927 members 
Entering Unmasked Estep 
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Iteration 42Q: 23 clusters Score -1.583905e+08 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 246472 members 
Mstep: Class 2 contains 16701 members 
Mstep: Class 3 contains 271488 members 
Mstep: Class 4 contains 30701 members 
Mstep: Class 5 contains 54150 members 
Mstep: Class 6 contains 69322 members 
Mstep: Class 7 contains 22634 members 
Mstep: Class 8 contains 31571 members 
Mstep: Class 9 contains 38581 members 
Mstep: Class 10 contains 15094 members 
Mstep: Class 11 contains 25438 members 
Mstep: Class 12 contains 23332 members 
Mstep: Class 13 contains 237281 members 
Mstep: Class 14 contains 65739 members 
Mstep: Class 15 contains 8514 members 
Mstep: Class 16 contains 72165 members 
Mstep: Class 17 contains 18517 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 22638 members 
Mstep: Class 21 contains 52075 members 
Mstep: Class 22 contains 924 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 23 clusters Score -1.583917e+08 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 246078 members 
Mstep: Class 2 contains 16191 members 
Mstep: Class 3 contains 270916 members 
Mstep: Class 4 contains 30936 members 
Mstep: Class 5 contains 53644 members 
Mstep: Class 6 contains 69339 members 
Mstep: Class 7 contains 22943 members 
Mstep: Class 8 contains 31813 members 
Mstep: Class 9 contains 38563 members 
Mstep: Class 10 contains 15197 members 
Mstep: Class 11 contains 25201 members 
Mstep: Class 12 contains 23398 members 
Mstep: Class 13 contains 236963 members 
Mstep: Class 14 contains 66217 members 
Mstep: Class 15 contains 8818 members 
Mstep: Class 16 contains 71922 members 
Mstep: Class 17 contains 18285 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 19 contains 7101 members 
Mstep: Class 20 contains 23222 members 
Mstep: Class 21 contains 52798 members 
Mstep: Class 22 contains 925 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 23 clusters Score -1.583927e+08 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 245780 members 
Mstep: Class 2 contains 15791 members 
Mstep: Class 3 contains 270319 members 
Mstep: Class 4 contains 31128 members 
Mstep: Class 5 contains 53123 members 
Mstep: Class 6 contains 69344 members 
Mstep: Class 7 contains 23229 members 
Mstep: Class 8 contains 32023 members 
Mstep: Class 9 contains 38552 members 
Mstep: Class 10 contains 15303 members 
Mstep: Class 11 contains 24996 members 
Mstep: Class 12 contains 23450 members 
Mstep: Class 13 contains 236671 members 
Mstep: Class 14 contains 66713 members 
Mstep: Class 15 contains 9082 members 
Mstep: Class 16 contains 71726 members 
Mstep: Class 17 contains 18050 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 19 contains 7079 members 
Mstep: Class 20 contains 23794 members 
Mstep: Class 21 contains 53393 members 
Mstep: Class 22 contains 924 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 23 clusters Score -1.583936e+08 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 245595 members 
Mstep: Class 2 contains 15439 members 
Mstep: Class 3 contains 269717 members 
Mstep: Class 4 contains 31283 members 
Mstep: Class 5 contains 52539 members 
Mstep: Class 6 contains 69321 members 
Mstep: Class 7 contains 23497 members 
Mstep: Class 8 contains 32225 members 
Mstep: Class 9 contains 38545 members 
Mstep: Class 10 contains 15397 members 
Mstep: Class 11 contains 24848 members 
Mstep: Class 12 contains 23495 members 
Mstep: Class 13 contains 236408 members 
Mstep: Class 14 contains 67291 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 71544 members 
Mstep: Class 17 contains 17779 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 19 contains 7058 members 
Mstep: Class 20 contains 24382 members 
Mstep: Class 21 contains 53891 members 
Mstep: Class 22 contains 925 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 23 clusters Score -1.583942e+08 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 245476 members 
Mstep: Class 2 contains 15114 members 
Mstep: Class 3 contains 269204 members 
Mstep: Class 4 contains 31382 members 
Mstep: Class 5 contains 51910 members 
Mstep: Class 6 contains 69321 members 
Mstep: Class 7 contains 23753 members 
Mstep: Class 8 contains 32390 members 
Mstep: Class 9 contains 38543 members 
Mstep: Class 10 contains 15461 members 
Mstep: Class 11 contains 24744 members 
Mstep: Class 12 contains 23531 members 
Mstep: Class 13 contains 236212 members 
Mstep: Class 14 contains 67892 members 
Mstep: Class 15 contains 9459 members 
Mstep: Class 16 contains 71378 members 
Mstep: Class 17 contains 17520 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 19 contains 7032 members 
Mstep: Class 20 contains 24909 members 
Mstep: Class 21 contains 54315 members 
Mstep: Class 22 contains 924 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 23 clusters Score -1.583942e+08 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 245394 members 
Mstep: Class 2 contains 14837 members 
Mstep: Class 3 contains 268696 members 
Mstep: Class 4 contains 31463 members 
Mstep: Class 5 contains 51274 members 
Mstep: Class 6 contains 69315 members 
Mstep: Class 7 contains 23995 members 
Mstep: Class 8 contains 32528 members 
Mstep: Class 9 contains 38541 members 
Mstep: Class 10 contains 15535 members 
Mstep: Class 11 contains 24658 members 
Mstep: Class 12 contains 23571 members 
Mstep: Class 13 contains 236026 members 
Mstep: Class 14 contains 68536 members 
Mstep: Class 15 contains 9596 members 
Mstep: Class 16 contains 71244 members 
Mstep: Class 17 contains 17282 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 19 contains 7020 members 
Mstep: Class 20 contains 25386 members 
Mstep: Class 21 contains 54649 members 
Mstep: Class 22 contains 924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158395184.000000 Penalty: 76944.234375
Iteration 48Q: 23 clusters Score -1.583952e+08 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 245367 members 
Mstep: Class 2 contains 14551 members 
Mstep: Class 3 contains 268188 members 
Mstep: Class 4 contains 31510 members 
Mstep: Class 5 contains 50543 members 
Mstep: Class 6 contains 69291 members 
Mstep: Class 7 contains 24223 members 
Mstep: Class 8 contains 32663 members 
Mstep: Class 9 contains 38537 members 
Mstep: Class 10 contains 15596 members 
Mstep: Class 11 contains 24597 members 
Mstep: Class 12 contains 23605 members 
Mstep: Class 13 contains 235843 members 
Mstep: Class 14 contains 69294 members 
Mstep: Class 15 contains 9702 members 
Mstep: Class 16 contains 71125 members 
Mstep: Class 17 contains 17100 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 19 contains 7022 members 
Mstep: Class 20 contains 25836 members 
Mstep: Class 21 contains 54953 members 
Mstep: Class 22 contains 924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158395088.000000 Penalty: 76944.234375
Iteration 49Q: 23 clusters Score -1.583951e+08 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 245326 members 
Mstep: Class 2 contains 14299 members 
Mstep: Class 3 contains 267699 members 
Mstep: Class 4 contains 31549 members 
Mstep: Class 5 contains 49761 members 
Mstep: Class 6 contains 69268 members 
Mstep: Class 7 contains 24445 members 
Mstep: Class 8 contains 32788 members 
Mstep: Class 9 contains 38538 members 
Mstep: Class 10 contains 15638 members 
Mstep: Class 11 contains 24545 members 
Mstep: Class 12 contains 23631 members 
Mstep: Class 13 contains 235690 members 
Mstep: Class 14 contains 70105 members 
Mstep: Class 15 contains 9808 members 
Mstep: Class 16 contains 71022 members 
Mstep: Class 17 contains 16946 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 19 contains 7021 members 
Mstep: Class 20 contains 26254 members 
Mstep: Class 21 contains 55214 members 
Mstep: Class 22 contains 923 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 23 clusters Score -1.583955e+08 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 245316 members 
Mstep: Class 2 contains 14104 members 
Mstep: Class 3 contains 267238 members 
Mstep: Class 4 contains 31575 members 
Mstep: Class 5 contains 48849 members 
Mstep: Class 6 contains 69248 members 
Mstep: Class 7 contains 24635 members 
Mstep: Class 8 contains 32888 members 
Mstep: Class 9 contains 38536 members 
Mstep: Class 10 contains 15684 members 
Mstep: Class 11 contains 24493 members 
Mstep: Class 12 contains 23669 members 
Mstep: Class 13 contains 235527 members 
Mstep: Class 14 contains 71047 members 
Mstep: Class 15 contains 9891 members 
Mstep: Class 16 contains 70932 members 
Mstep: Class 17 contains 16820 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 7025 members 
Mstep: Class 20 contains 26645 members 
Mstep: Class 21 contains 55427 members 
Mstep: Class 22 contains 922 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 23 clusters Score -1.583959e+08 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 245287 members 
Mstep: Class 2 contains 13933 members 
Mstep: Class 3 contains 266769 members 
Mstep: Class 4 contains 31602 members 
Mstep: Class 5 contains 47826 members 
Mstep: Class 6 contains 69239 members 
Mstep: Class 7 contains 24802 members 
Mstep: Class 8 contains 32987 members 
Mstep: Class 9 contains 38537 members 
Mstep: Class 10 contains 15727 members 
Mstep: Class 11 contains 24438 members 
Mstep: Class 12 contains 23695 members 
Mstep: Class 13 contains 235362 members 
Mstep: Class 14 contains 72099 members 
Mstep: Class 15 contains 9970 members 
Mstep: Class 16 contains 70877 members 
Mstep: Class 17 contains 16735 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 7021 members 
Mstep: Class 20 contains 27036 members 
Mstep: Class 21 contains 55607 members 
Mstep: Class 22 contains 922 members 
Entering Unmasked Estep 
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Iteration 52Q: 23 clusters Score -1.583966e+08 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 245264 members 
Mstep: Class 2 contains 13781 members 
Mstep: Class 3 contains 266347 members 
Mstep: Class 4 contains 31626 members 
Mstep: Class 5 contains 46712 members 
Mstep: Class 6 contains 69242 members 
Mstep: Class 7 contains 24970 members 
Mstep: Class 8 contains 33061 members 
Mstep: Class 9 contains 38536 members 
Mstep: Class 10 contains 15761 members 
Mstep: Class 11 contains 24395 members 
Mstep: Class 12 contains 23713 members 
Mstep: Class 13 contains 235190 members 
Mstep: Class 14 contains 73247 members 
Mstep: Class 15 contains 10028 members 
Mstep: Class 16 contains 70816 members 
Mstep: Class 17 contains 16647 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 7017 members 
Mstep: Class 20 contains 27398 members 
Mstep: Class 21 contains 55799 members 
Mstep: Class 22 contains 921 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 23 clusters Score -1.583968e+08 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 245228 members 
Mstep: Class 2 contains 13651 members 
Mstep: Class 3 contains 265969 members 
Mstep: Class 4 contains 31650 members 
Mstep: Class 5 contains 45494 members 
Mstep: Class 6 contains 69235 members 
Mstep: Class 7 contains 25122 members 
Mstep: Class 8 contains 33120 members 
Mstep: Class 9 contains 38537 members 
Mstep: Class 10 contains 15805 members 
Mstep: Class 11 contains 24357 members 
Mstep: Class 12 contains 23731 members 
Mstep: Class 13 contains 235022 members 
Mstep: Class 14 contains 74516 members 
Mstep: Class 15 contains 10084 members 
Mstep: Class 16 contains 70756 members 
Mstep: Class 17 contains 16570 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 7021 members 
Mstep: Class 20 contains 27720 members 
Mstep: Class 21 contains 55962 members 
Mstep: Class 22 contains 921 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 23 clusters Score -1.583974e+08 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 245172 members 
Mstep: Class 2 contains 13532 members 
Mstep: Class 3 contains 265623 members 
Mstep: Class 4 contains 31671 members 
Mstep: Class 5 contains 44128 members 
Mstep: Class 6 contains 69239 members 
Mstep: Class 7 contains 25260 members 
Mstep: Class 8 contains 33186 members 
Mstep: Class 9 contains 38537 members 
Mstep: Class 10 contains 15851 members 
Mstep: Class 11 contains 24333 members 
Mstep: Class 12 contains 23746 members 
Mstep: Class 13 contains 234855 members 
Mstep: Class 14 contains 75921 members 
Mstep: Class 15 contains 10129 members 
Mstep: Class 16 contains 70692 members 
Mstep: Class 17 contains 16494 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 7018 members 
Mstep: Class 20 contains 28030 members 
Mstep: Class 21 contains 56133 members 
Mstep: Class 22 contains 921 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 23 clusters Score -1.583982e+08 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 245135 members 
Mstep: Class 2 contains 13444 members 
Mstep: Class 3 contains 265275 members 
Mstep: Class 4 contains 31686 members 
Mstep: Class 5 contains 42683 members 
Mstep: Class 6 contains 69234 members 
Mstep: Class 7 contains 25359 members 
Mstep: Class 8 contains 33248 members 
Mstep: Class 9 contains 38536 members 
Mstep: Class 10 contains 15885 members 
Mstep: Class 11 contains 24294 members 
Mstep: Class 12 contains 23755 members 
Mstep: Class 13 contains 234717 members 
Mstep: Class 14 contains 77439 members 
Mstep: Class 15 contains 10178 members 
Mstep: Class 16 contains 70636 members 
Mstep: Class 17 contains 16437 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 7018 members 
Mstep: Class 20 contains 28342 members 
Mstep: Class 21 contains 56249 members 
Mstep: Class 22 contains 921 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 23 clusters Score -1.58399e+08 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 245083 members 
Mstep: Class 2 contains 13378 members 
Mstep: Class 3 contains 264933 members 
Mstep: Class 4 contains 31700 members 
Mstep: Class 5 contains 41054 members 
Mstep: Class 6 contains 69210 members 
Mstep: Class 7 contains 25470 members 
Mstep: Class 8 contains 33303 members 
Mstep: Class 9 contains 38533 members 
Mstep: Class 10 contains 15923 members 
Mstep: Class 11 contains 24263 members 
Mstep: Class 12 contains 23763 members 
Mstep: Class 13 contains 234594 members 
Mstep: Class 14 contains 79129 members 
Mstep: Class 15 contains 10228 members 
Mstep: Class 16 contains 70599 members 
Mstep: Class 17 contains 16377 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 7024 members 
Mstep: Class 20 contains 28643 members 
Mstep: Class 21 contains 56343 members 
Mstep: Class 22 contains 921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158399344.000000 Penalty: 76944.234375
Iteration 57Q: 23 clusters Score -1.583993e+08 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 245076 members 
Mstep: Class 2 contains 13319 members 
Mstep: Class 3 contains 264608 members 
Mstep: Class 4 contains 31717 members 
Mstep: Class 5 contains 39270 members 
Mstep: Class 6 contains 69167 members 
Mstep: Class 7 contains 25552 members 
Mstep: Class 8 contains 33346 members 
Mstep: Class 9 contains 38529 members 
Mstep: Class 10 contains 15959 members 
Mstep: Class 11 contains 24240 members 
Mstep: Class 12 contains 23770 members 
Mstep: Class 13 contains 234452 members 
Mstep: Class 14 contains 80991 members 
Mstep: Class 15 contains 10274 members 
Mstep: Class 16 contains 70560 members 
Mstep: Class 17 contains 16320 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 7021 members 
Mstep: Class 20 contains 28958 members 
Mstep: Class 21 contains 56421 members 
Mstep: Class 22 contains 921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158400080.000000 Penalty: 76944.234375
Iteration 58Q: 23 clusters Score -1.584001e+08 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 245081 members 
Mstep: Class 2 contains 13257 members 
Mstep: Class 3 contains 264291 members 
Mstep: Class 4 contains 31729 members 
Mstep: Class 5 contains 37445 members 
Mstep: Class 6 contains 69126 members 
Mstep: Class 7 contains 25615 members 
Mstep: Class 8 contains 33363 members 
Mstep: Class 9 contains 38526 members 
Mstep: Class 10 contains 15994 members 
Mstep: Class 11 contains 24222 members 
Mstep: Class 12 contains 23779 members 
Mstep: Class 13 contains 234302 members 
Mstep: Class 14 contains 82917 members 
Mstep: Class 15 contains 10323 members 
Mstep: Class 16 contains 70547 members 
Mstep: Class 17 contains 16265 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 7017 members 
Mstep: Class 20 contains 29258 members 
Mstep: Class 21 contains 56493 members 
Mstep: Class 22 contains 921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158400496.000000 Penalty: 76944.234375
Iteration 59Q: 23 clusters Score -1.584005e+08 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 245084 members 
Mstep: Class 2 contains 13215 members 
Mstep: Class 3 contains 263979 members 
Mstep: Class 4 contains 31744 members 
Mstep: Class 5 contains 35502 members 
Mstep: Class 6 contains 69093 members 
Mstep: Class 7 contains 25671 members 
Mstep: Class 8 contains 33388 members 
Mstep: Class 9 contains 38527 members 
Mstep: Class 10 contains 16016 members 
Mstep: Class 11 contains 24211 members 
Mstep: Class 12 contains 23786 members 
Mstep: Class 13 contains 234185 members 
Mstep: Class 14 contains 84932 members 
Mstep: Class 15 contains 10374 members 
Mstep: Class 16 contains 70515 members 
Mstep: Class 17 contains 16219 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 7010 members 
Mstep: Class 20 contains 29541 members 
Mstep: Class 21 contains 56558 members 
Mstep: Class 22 contains 921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158401904.000000 Penalty: 76944.234375
Iteration 60F: 23 clusters Score -1.584019e+08 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 245070 members 
Mstep: Class 2 contains 13162 members 
Mstep: Class 3 contains 263685 members 
Mstep: Class 4 contains 31759 members 
Mstep: Class 5 contains 33562 members 
Mstep: Class 6 contains 69033 members 
Mstep: Class 7 contains 25730 members 
Mstep: Class 8 contains 33408 members 
Mstep: Class 9 contains 38525 members 
Mstep: Class 10 contains 16036 members 
Mstep: Class 11 contains 24204 members 
Mstep: Class 12 contains 23794 members 
Mstep: Class 13 contains 234039 members 
Mstep: Class 14 contains 86968 members 
Mstep: Class 15 contains 10405 members 
Mstep: Class 16 contains 70500 members 
Mstep: Class 17 contains 16218 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 7015 members 
Mstep: Class 20 contains 29803 members 
Mstep: Class 21 contains 56634 members 
Mstep: Class 22 contains 932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402880.000000 Penalty: 76944.234375
Iteration 61Q: 23 clusters Score -1.584029e+08 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 245064 members 
Mstep: Class 2 contains 13116 members 
Mstep: Class 3 contains 263429 members 
Mstep: Class 4 contains 31772 members 
Mstep: Class 5 contains 31514 members 
Mstep: Class 6 contains 68983 members 
Mstep: Class 7 contains 25805 members 
Mstep: Class 8 contains 33424 members 
Mstep: Class 9 contains 38523 members 
Mstep: Class 10 contains 16040 members 
Mstep: Class 11 contains 24193 members 
Mstep: Class 12 contains 23807 members 
Mstep: Class 13 contains 233873 members 
Mstep: Class 14 contains 89136 members 
Mstep: Class 15 contains 10444 members 
Mstep: Class 16 contains 70490 members 
Mstep: Class 17 contains 16217 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 7015 members 
Mstep: Class 20 contains 30020 members 
Mstep: Class 21 contains 56685 members 
Mstep: Class 22 contains 932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158403696.000000 Penalty: 76944.234375
Iteration 62Q: 23 clusters Score -1.584037e+08 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 245025 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 263187 members 
Mstep: Class 4 contains 31781 members 
Mstep: Class 5 contains 29459 members 
Mstep: Class 6 contains 68947 members 
Mstep: Class 7 contains 25864 members 
Mstep: Class 8 contains 33437 members 
Mstep: Class 9 contains 38519 members 
Mstep: Class 10 contains 16058 members 
Mstep: Class 11 contains 24197 members 
Mstep: Class 12 contains 23817 members 
Mstep: Class 13 contains 233672 members 
Mstep: Class 14 contains 91343 members 
Mstep: Class 15 contains 10478 members 
Mstep: Class 16 contains 70475 members 
Mstep: Class 17 contains 16230 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 7024 members 
Mstep: Class 20 contains 30227 members 
Mstep: Class 21 contains 56738 members 
Mstep: Class 22 contains 932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158404768.000000 Penalty: 76944.234375
Iteration 63Q: 23 clusters Score -1.584048e+08 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 245001 members 
Mstep: Class 2 contains 13042 members 
Mstep: Class 3 contains 262973 members 
Mstep: Class 4 contains 31791 members 
Mstep: Class 5 contains 27401 members 
Mstep: Class 6 contains 68850 members 
Mstep: Class 7 contains 25935 members 
Mstep: Class 8 contains 33462 members 
Mstep: Class 9 contains 38518 members 
Mstep: Class 10 contains 16073 members 
Mstep: Class 11 contains 24209 members 
Mstep: Class 12 contains 23821 members 
Mstep: Class 13 contains 233463 members 
Mstep: Class 14 contains 93580 members 
Mstep: Class 15 contains 10501 members 
Mstep: Class 16 contains 70467 members 
Mstep: Class 17 contains 16217 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 7027 members 
Mstep: Class 20 contains 30419 members 
Mstep: Class 21 contains 56800 members 
Mstep: Class 22 contains 932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158405360.000000 Penalty: 76944.234375
Iteration 64Q: 23 clusters Score -1.584054e+08 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 244988 members 
Mstep: Class 2 contains 13007 members 
Mstep: Class 3 contains 262757 members 
Mstep: Class 4 contains 31803 members 
Mstep: Class 5 contains 25354 members 
Mstep: Class 6 contains 68780 members 
Mstep: Class 7 contains 26001 members 
Mstep: Class 8 contains 33480 members 
Mstep: Class 9 contains 38517 members 
Mstep: Class 10 contains 16082 members 
Mstep: Class 11 contains 24216 members 
Mstep: Class 12 contains 23828 members 
Mstep: Class 13 contains 233245 members 
Mstep: Class 14 contains 95833 members 
Mstep: Class 15 contains 10519 members 
Mstep: Class 16 contains 70454 members 
Mstep: Class 17 contains 16199 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 7028 members 
Mstep: Class 20 contains 30606 members 
Mstep: Class 21 contains 56853 members 
Mstep: Class 22 contains 932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158406144.000000 Penalty: 76944.234375
Iteration 65Q: 23 clusters Score -1.584061e+08 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 244988 members 
Mstep: Class 2 contains 12966 members 
Mstep: Class 3 contains 262572 members 
Mstep: Class 4 contains 31819 members 
Mstep: Class 5 contains 23347 members 
Mstep: Class 6 contains 68707 members 
Mstep: Class 7 contains 26055 members 
Mstep: Class 8 contains 33490 members 
Mstep: Class 9 contains 38517 members 
Mstep: Class 10 contains 16093 members 
Mstep: Class 11 contains 24217 members 
Mstep: Class 12 contains 23831 members 
Mstep: Class 13 contains 233028 members 
Mstep: Class 14 contains 98030 members 
Mstep: Class 15 contains 10530 members 
Mstep: Class 16 contains 70449 members 
Mstep: Class 17 contains 16193 members 
Mstep: Class 18 contains 2162 members 
Mstep: Class 19 contains 7028 members 
Mstep: Class 20 contains 30785 members 
Mstep: Class 21 contains 56906 members 
Mstep: Class 22 contains 932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158406960.000000 Penalty: 76944.234375
Iteration 66Q: 23 clusters Score -1.58407e+08 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 244989 members 
Mstep: Class 2 contains 12923 members 
Mstep: Class 3 contains 262394 members 
Mstep: Class 4 contains 31830 members 
Mstep: Class 5 contains 21407 members 
Mstep: Class 6 contains 68648 members 
Mstep: Class 7 contains 26092 members 
Mstep: Class 8 contains 33500 members 
Mstep: Class 9 contains 38517 members 
Mstep: Class 10 contains 16109 members 
Mstep: Class 11 contains 24217 members 
Mstep: Class 12 contains 23834 members 
Mstep: Class 13 contains 232809 members 
Mstep: Class 14 contains 100158 members 
Mstep: Class 15 contains 10543 members 
Mstep: Class 16 contains 70448 members 
Mstep: Class 17 contains 16185 members 
Mstep: Class 18 contains 2162 members 
Mstep: Class 19 contains 7033 members 
Mstep: Class 20 contains 30960 members 
Mstep: Class 21 contains 56955 members 
Mstep: Class 22 contains 932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158408192.000000 Penalty: 76944.234375
Iteration 67Q: 23 clusters Score -1.584082e+08 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 244980 members 
Mstep: Class 2 contains 12905 members 
Mstep: Class 3 contains 262234 members 
Mstep: Class 4 contains 31844 members 
Mstep: Class 5 contains 19495 members 
Mstep: Class 6 contains 68554 members 
Mstep: Class 7 contains 26133 members 
Mstep: Class 8 contains 33513 members 
Mstep: Class 9 contains 38518 members 
Mstep: Class 10 contains 16124 members 
Mstep: Class 11 contains 24223 members 
Mstep: Class 12 contains 23839 members 
Mstep: Class 13 contains 232595 members 
Mstep: Class 14 contains 102284 members 
Mstep: Class 15 contains 10555 members 
Mstep: Class 16 contains 70452 members 
Mstep: Class 17 contains 16163 members 
Mstep: Class 18 contains 2162 members 
Mstep: Class 19 contains 7037 members 
Mstep: Class 20 contains 31118 members 
Mstep: Class 21 contains 56985 members 
Mstep: Class 22 contains 932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158409312.000000 Penalty: 76944.234375
Iteration 68Q: 23 clusters Score -1.584093e+08 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 244992 members 
Mstep: Class 2 contains 12873 members 
Mstep: Class 3 contains 262072 members 
Mstep: Class 4 contains 31847 members 
Mstep: Class 5 contains 17711 members 
Mstep: Class 6 contains 68398 members 
Mstep: Class 7 contains 26164 members 
Mstep: Class 8 contains 33535 members 
Mstep: Class 9 contains 38517 members 
Mstep: Class 10 contains 16128 members 
Mstep: Class 11 contains 24230 members 
Mstep: Class 12 contains 23849 members 
Mstep: Class 13 contains 232332 members 
Mstep: Class 14 contains 104389 members 
Mstep: Class 15 contains 10565 members 
Mstep: Class 16 contains 70462 members 
Mstep: Class 17 contains 16148 members 
Mstep: Class 18 contains 2162 members 
Mstep: Class 19 contains 7047 members 
Mstep: Class 20 contains 31269 members 
Mstep: Class 21 contains 57024 members 
Mstep: Class 22 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158409952.000000 Penalty: 76944.234375
Iteration 69Q: 23 clusters Score -1.5841e+08 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 244990 members 
Mstep: Class 2 contains 12836 members 
Mstep: Class 3 contains 261936 members 
Mstep: Class 4 contains 31849 members 
Mstep: Class 5 contains 16001 members 
Mstep: Class 6 contains 68266 members 
Mstep: Class 7 contains 26185 members 
Mstep: Class 8 contains 33549 members 
Mstep: Class 9 contains 38524 members 
Mstep: Class 10 contains 16131 members 
Mstep: Class 11 contains 24243 members 
Mstep: Class 12 contains 23862 members 
Mstep: Class 13 contains 232045 members 
Mstep: Class 14 contains 106437 members 
Mstep: Class 15 contains 10572 members 
Mstep: Class 16 contains 70469 members 
Mstep: Class 17 contains 16136 members 
Mstep: Class 18 contains 2162 members 
Mstep: Class 19 contains 7056 members 
Mstep: Class 20 contains 31401 members 
Mstep: Class 21 contains 57064 members 
Mstep: Class 22 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158411120.000000 Penalty: 76944.234375
Iteration 70Q: 23 clusters Score -1.584111e+08 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 244988 members 
Mstep: Class 2 contains 12803 members 
Mstep: Class 3 contains 261809 members 
Mstep: Class 4 contains 31856 members 
Mstep: Class 5 contains 14452 members 
Mstep: Class 6 contains 68159 members 
Mstep: Class 7 contains 26213 members 
Mstep: Class 8 contains 33570 members 
Mstep: Class 9 contains 38525 members 
Mstep: Class 10 contains 16130 members 
Mstep: Class 11 contains 24239 members 
Mstep: Class 12 contains 23872 members 
Mstep: Class 13 contains 231814 members 
Mstep: Class 14 contains 108246 members 
Mstep: Class 15 contains 10577 members 
Mstep: Class 16 contains 70478 members 
Mstep: Class 17 contains 16130 members 
Mstep: Class 18 contains 2162 members 
Mstep: Class 19 contains 7068 members 
Mstep: Class 20 contains 31527 members 
Mstep: Class 21 contains 57096 members 
Mstep: Class 22 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158411936.000000 Penalty: 76944.234375
Iteration 71Q: 23 clusters Score -1.584119e+08 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 244987 members 
Mstep: Class 2 contains 12776 members 
Mstep: Class 3 contains 261689 members 
Mstep: Class 4 contains 31862 members 
Mstep: Class 5 contains 13014 members 
Mstep: Class 6 contains 68047 members 
Mstep: Class 7 contains 26238 members 
Mstep: Class 8 contains 33588 members 
Mstep: Class 9 contains 38528 members 
Mstep: Class 10 contains 16138 members 
Mstep: Class 11 contains 24232 members 
Mstep: Class 12 contains 23866 members 
Mstep: Class 13 contains 231578 members 
Mstep: Class 14 contains 110010 members 
Mstep: Class 15 contains 10579 members 
Mstep: Class 16 contains 70470 members 
Mstep: Class 17 contains 16116 members 
Mstep: Class 18 contains 2162 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 31633 members 
Mstep: Class 21 contains 57124 members 
Mstep: Class 22 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158412784.000000 Penalty: 76944.234375
Iteration 72Q: 23 clusters Score -1.584128e+08 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 244989 members 
Mstep: Class 2 contains 12746 members 
Mstep: Class 3 contains 261576 members 
Mstep: Class 4 contains 31869 members 
Mstep: Class 5 contains 11761 members 
Mstep: Class 6 contains 67934 members 
Mstep: Class 7 contains 26251 members 
Mstep: Class 8 contains 33586 members 
Mstep: Class 9 contains 38524 members 
Mstep: Class 10 contains 16144 members 
Mstep: Class 11 contains 24224 members 
Mstep: Class 12 contains 23862 members 
Mstep: Class 13 contains 231322 members 
Mstep: Class 14 contains 111644 members 
Mstep: Class 15 contains 10581 members 
Mstep: Class 16 contains 70458 members 
Mstep: Class 17 contains 16097 members 
Mstep: Class 18 contains 2162 members 
Mstep: Class 19 contains 7091 members 
Mstep: Class 20 contains 31729 members 
Mstep: Class 21 contains 57164 members 
Mstep: Class 22 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413488.000000 Penalty: 76944.234375
Iteration 73Q: 23 clusters Score -1.584135e+08 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 244999 members 
Mstep: Class 2 contains 12712 members 
Mstep: Class 3 contains 261438 members 
Mstep: Class 4 contains 31877 members 
Mstep: Class 5 contains 10679 members 
Mstep: Class 6 contains 67847 members 
Mstep: Class 7 contains 26264 members 
Mstep: Class 8 contains 33588 members 
Mstep: Class 9 contains 38525 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 24206 members 
Mstep: Class 12 contains 23864 members 
Mstep: Class 13 contains 231044 members 
Mstep: Class 14 contains 113127 members 
Mstep: Class 15 contains 10582 members 
Mstep: Class 16 contains 70441 members 
Mstep: Class 17 contains 16058 members 
Mstep: Class 18 contains 2161 members 
Mstep: Class 19 contains 7104 members 
Mstep: Class 20 contains 31831 members 
Mstep: Class 21 contains 57209 members 
Mstep: Class 22 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413792.000000 Penalty: 76944.234375
Iteration 74Q: 23 clusters Score -1.584138e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 245012 members 
Mstep: Class 2 contains 12692 members 
Mstep: Class 3 contains 261314 members 
Mstep: Class 4 contains 31882 members 
Mstep: Class 5 contains 9712 members 
Mstep: Class 6 contains 67745 members 
Mstep: Class 7 contains 26269 members 
Mstep: Class 8 contains 33601 members 
Mstep: Class 9 contains 38521 members 
Mstep: Class 10 contains 16166 members 
Mstep: Class 11 contains 24198 members 
Mstep: Class 12 contains 23869 members 
Mstep: Class 13 contains 230811 members 
Mstep: Class 14 contains 114447 members 
Mstep: Class 15 contains 10583 members 
Mstep: Class 16 contains 70425 members 
Mstep: Class 17 contains 16032 members 
Mstep: Class 18 contains 2161 members 
Mstep: Class 19 contains 7106 members 
Mstep: Class 20 contains 31921 members 
Mstep: Class 21 contains 57247 members 
Mstep: Class 22 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414000.000000 Penalty: 76944.234375
Iteration 75Q: 23 clusters Score -1.58414e+08 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 245027 members 
Mstep: Class 2 contains 12667 members 
Mstep: Class 3 contains 261203 members 
Mstep: Class 4 contains 31885 members 
Mstep: Class 5 contains 8864 members 
Mstep: Class 6 contains 67650 members 
Mstep: Class 7 contains 26276 members 
Mstep: Class 8 contains 33620 members 
Mstep: Class 9 contains 38525 members 
Mstep: Class 10 contains 16170 members 
Mstep: Class 11 contains 24189 members 
Mstep: Class 12 contains 23870 members 
Mstep: Class 13 contains 230565 members 
Mstep: Class 14 contains 115652 members 
Mstep: Class 15 contains 10587 members 
Mstep: Class 16 contains 70409 members 
Mstep: Class 17 contains 15997 members 
Mstep: Class 18 contains 2161 members 
Mstep: Class 19 contains 7113 members 
Mstep: Class 20 contains 32001 members 
Mstep: Class 21 contains 57283 members 
Mstep: Class 22 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415072.000000 Penalty: 76944.234375
Iteration 76Q: 23 clusters Score -1.584151e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 245035 members 
Mstep: Class 2 contains 12646 members 
Mstep: Class 3 contains 261083 members 
Mstep: Class 4 contains 31887 members 
Mstep: Class 5 contains 8122 members 
Mstep: Class 6 contains 67572 members 
Mstep: Class 7 contains 26301 members 
Mstep: Class 8 contains 33628 members 
Mstep: Class 9 contains 38526 members 
Mstep: Class 10 contains 16180 members 
Mstep: Class 11 contains 24189 members 
Mstep: Class 12 contains 23865 members 
Mstep: Class 13 contains 230305 members 
Mstep: Class 14 contains 116756 members 
Mstep: Class 15 contains 10589 members 
Mstep: Class 16 contains 70400 members 
Mstep: Class 17 contains 15973 members 
Mstep: Class 18 contains 2161 members 
Mstep: Class 19 contains 7114 members 
Mstep: Class 20 contains 32078 members 
Mstep: Class 21 contains 57304 members 
Mstep: Class 22 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415408.000000 Penalty: 76944.234375
Iteration 77Q: 23 clusters Score -1.584154e+08 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 245043 members 
Mstep: Class 2 contains 12632 members 
Mstep: Class 3 contains 260995 members 
Mstep: Class 4 contains 31892 members 
Mstep: Class 5 contains 7495 members 
Mstep: Class 6 contains 67478 members 
Mstep: Class 7 contains 26311 members 
Mstep: Class 8 contains 33622 members 
Mstep: Class 9 contains 38526 members 
Mstep: Class 10 contains 16189 members 
Mstep: Class 11 contains 24189 members 
Mstep: Class 12 contains 23864 members 
Mstep: Class 13 contains 230073 members 
Mstep: Class 14 contains 117733 members 
Mstep: Class 15 contains 10591 members 
Mstep: Class 16 contains 70393 members 
Mstep: Class 17 contains 15929 members 
Mstep: Class 18 contains 2161 members 
Mstep: Class 19 contains 7114 members 
Mstep: Class 20 contains 32152 members 
Mstep: Class 21 contains 57332 members 
Mstep: Class 22 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415568.000000 Penalty: 76944.234375
Iteration 78Q: 23 clusters Score -1.584156e+08 nChanged 1381
Entering ConstructFrom: 
Score: -158415568.000000 Penalty: 76944.234375
Entering ConstructFrom: 
Trying to split cluster 1 (245040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245040 members 
Entering Unmasked Estep 
Score: -29858234.000000 Penalty: 3077.475830
	Iteration 0F: 2 clusters Score -2.985823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122910 members 
Mstep: Class 2 contains 122130 members 
Entering Unmasked Estep 
Score: -29697674.000000 Penalty: 6154.951660
	Iteration 0F: 3 clusters Score -2.969767e+07 nChanged 118404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131534 members 
Mstep: Class 2 contains 113506 members 
Entering Unmasked Estep 
Score: -29769940.000000 Penalty: 6154.951660
	Iteration 1F: 3 clusters Score -2.976994e+07 nChanged 10245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137577 members 
Mstep: Class 2 contains 107463 members 
Entering Unmasked Estep 
Score: -29774086.000000 Penalty: 6154.951660
	Iteration 2Q: 3 clusters Score -2.977409e+07 nChanged 13873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146688 members 
Mstep: Class 2 contains 98352 members 
Entering Unmasked Estep 
Score: -29781704.000000 Penalty: 6154.951660
	Iteration 3F: 3 clusters Score -2.97817e+07 nChanged 18166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159868 members 
Mstep: Class 2 contains 85172 members 
Entering Unmasked Estep 
Score: -29793888.000000 Penalty: 6154.951660
	Iteration 4F: 3 clusters Score -2.979389e+07 nChanged 20488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176174 members 
Mstep: Class 2 contains 68866 members 
Entering Unmasked Estep 
Score: -29808498.000000 Penalty: 6154.951660
	Iteration 5F: 3 clusters Score -2.98085e+07 nChanged 18937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192663 members 
Mstep: Class 2 contains 52377 members 
Entering Unmasked Estep 
Score: -29822526.000000 Penalty: 6154.951660
	Iteration 6F: 3 clusters Score -2.982253e+07 nChanged 15075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206874 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -29834248.000000 Penalty: 6154.951660
	Iteration 7F: 3 clusters Score -2.983425e+07 nChanged 11160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217680 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -29844146.000000 Penalty: 6154.951660
	Iteration 8Q: 3 clusters Score -2.984415e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224741 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -29852276.000000 Penalty: 6154.951660
	Iteration 9Q: 3 clusters Score -2.985228e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228477 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -29858384.000000 Penalty: 6154.951660
	Iteration 10Q: 3 clusters Score -2.985838e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230099 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -29860888.000000 Penalty: 6154.951660
	Iteration 11Q: 3 clusters Score -2.986089e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231203 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -29861862.000000 Penalty: 6154.951660
	Iteration 12Q: 3 clusters Score -2.986186e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232005 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -29862194.000000 Penalty: 6154.951660
	Iteration 13Q: 3 clusters Score -2.986219e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232627 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -29862508.000000 Penalty: 6154.951660
	Iteration 14Q: 3 clusters Score -2.986251e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233151 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -29862724.000000 Penalty: 6154.951660
	Iteration 15Q: 3 clusters Score -2.986272e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233575 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -29862834.000000 Penalty: 6154.951660
	Iteration 16Q: 3 clusters Score -2.986283e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233915 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -29862898.000000 Penalty: 6154.951660
	Iteration 17Q: 3 clusters Score -2.98629e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234211 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -29863006.000000 Penalty: 6154.951660
	Iteration 18Q: 3 clusters Score -2.986301e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234430 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -29863024.000000 Penalty: 6154.951660
	Iteration 19Q: 3 clusters Score -2.986302e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234606 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -29863000.000000 Penalty: 6154.951660
	Iteration 20F: 3 clusters Score -2.9863e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234732 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -29862996.000000 Penalty: 6154.951660
	Iteration 21Q: 3 clusters Score -2.9863e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234835 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -29863058.000000 Penalty: 6154.951660
	Iteration 22Q: 3 clusters Score -2.986306e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234918 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -29863052.000000 Penalty: 6154.951660
	Iteration 23Q: 3 clusters Score -2.986305e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235003 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -29863066.000000 Penalty: 6154.951660
	Iteration 24Q: 3 clusters Score -2.986307e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235066 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -29863076.000000 Penalty: 6154.951660
	Iteration 25Q: 3 clusters Score -2.986308e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235124 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -29863074.000000 Penalty: 6154.951660
	Iteration 26Q: 3 clusters Score -2.986307e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235176 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -29863084.000000 Penalty: 6154.951660
	Iteration 27Q: 3 clusters Score -2.986308e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235221 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -29863060.000000 Penalty: 6154.951660
	Iteration 28Q: 3 clusters Score -2.986306e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235256 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -29863064.000000 Penalty: 6154.951660
	Iteration 29Q: 3 clusters Score -2.986306e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235272 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -29863064.000000 Penalty: 6154.951660
	Iteration 30Q: 3 clusters Score -2.986306e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235287 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -29863068.000000 Penalty: 6154.951660
	Iteration 31Q: 3 clusters Score -2.986307e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235301 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -29863056.000000 Penalty: 6154.951660
	Iteration 32Q: 3 clusters Score -2.986306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235314 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -29863062.000000 Penalty: 6154.951660
	Iteration 33Q: 3 clusters Score -2.986306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235328 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -29863054.000000 Penalty: 6154.951660
	Iteration 34Q: 3 clusters Score -2.986305e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235345 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -29863072.000000 Penalty: 6154.951660
	Iteration 35Q: 3 clusters Score -2.986307e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235362 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -29863046.000000 Penalty: 6154.951660
	Iteration 36Q: 3 clusters Score -2.986305e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235375 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -29863094.000000 Penalty: 6154.951660
	Iteration 37Q: 3 clusters Score -2.986309e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235397 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -29863122.000000 Penalty: 6154.951660
	Iteration 38Q: 3 clusters Score -2.986312e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235412 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -29863126.000000 Penalty: 6154.951660
	Iteration 39Q: 3 clusters Score -2.986313e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235418 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -29863124.000000 Penalty: 6154.951660
	Iteration 40F: 3 clusters Score -2.986312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235424 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -29863128.000000 Penalty: 6154.951660
	Iteration 41Q: 3 clusters Score -2.986313e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235428 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -29863100.000000 Penalty: 6154.951660
	Iteration 42Q: 3 clusters Score -2.98631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235432 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -29863108.000000 Penalty: 6154.951660
	Iteration 43Q: 3 clusters Score -2.986311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235435 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -29863122.000000 Penalty: 6154.951660
	Iteration 44Q: 3 clusters Score -2.986312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235437 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -29863132.000000 Penalty: 6154.951660
	Iteration 45Q: 3 clusters Score -2.986313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235438 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -29863130.000000 Penalty: 6154.951660
	Iteration 46Q: 3 clusters Score -2.986313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235439 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -29863130.000000 Penalty: 6154.951660
	Iteration 47Q: 3 clusters Score -2.986313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235439 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -29863130.000000 Penalty: 6154.951660
	Iteration 48F: 3 clusters Score -2.986313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 235439 members 
Mstep: Class 2 contains 12625 members 
Mstep: Class 3 contains 260905 members 
Mstep: Class 4 contains 31896 members 
Mstep: Class 5 contains 6930 members 
Mstep: Class 6 contains 67378 members 
Mstep: Class 7 contains 26325 members 
Mstep: Class 8 contains 33617 members 
Mstep: Class 9 contains 38529 members 
Mstep: Class 10 contains 16192 members 
Mstep: Class 11 contains 24186 members 
Mstep: Class 12 contains 23864 members 
Mstep: Class 13 contains 229865 members 
Mstep: Class 14 contains 118631 members 
Mstep: Class 15 contains 10591 members 
Mstep: Class 16 contains 70387 members 
Mstep: Class 17 contains 15905 members 
Mstep: Class 18 contains 2161 members 
Mstep: Class 19 contains 7128 members 
Mstep: Class 20 contains 32215 members 
Mstep: Class 21 contains 57344 members 
Mstep: Class 22 contains 931 members 
Mstep: Class 23 contains 9601 members 
Entering Unmasked Estep 
Score: -158421936.000000 Penalty: 80441.695312
Splitting cluster 1 changes total score from -158415568.000000 to -158421936.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 2 (12625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Entering Unmasked Estep 
Score: -1427880.625000 Penalty: 2341.971924
	Iteration 0F: 2 clusters Score -1427881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1418493.375000 Penalty: 4683.943848
	Iteration 0F: 3 clusters Score -1418493 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1421383.000000 Penalty: 4683.943848
	Iteration 1F: 3 clusters Score -1421383 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1421742.000000 Penalty: 4683.943848
	Iteration 2F: 3 clusters Score -1421742 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1422052.625000 Penalty: 4683.943848
	Iteration 3F: 3 clusters Score -1422053 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1422362.125000 Penalty: 4683.943848
	Iteration 4Q: 3 clusters Score -1422362 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1422694.625000 Penalty: 4683.943848
	Iteration 5Q: 3 clusters Score -1422695 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1423155.125000 Penalty: 4683.943848
	Iteration 6Q: 3 clusters Score -1423155 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1423741.000000 Penalty: 4683.943848
	Iteration 7F: 3 clusters Score -1423741 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1424384.750000 Penalty: 4683.943848
	Iteration 8F: 3 clusters Score -1424385 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1425065.000000 Penalty: 4683.943848
	Iteration 9F: 3 clusters Score -1425065 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1425683.125000 Penalty: 4683.943848
	Iteration 10F: 3 clusters Score -1425683 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1426244.500000 Penalty: 4683.943848
	Iteration 11Q: 3 clusters Score -1426244 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1426610.500000 Penalty: 4683.943848
	Iteration 12Q: 3 clusters Score -1426610 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1426852.250000 Penalty: 4683.943848
	Iteration 13Q: 3 clusters Score -1426852 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1427006.250000 Penalty: 4683.943848
	Iteration 14Q: 3 clusters Score -1427006 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1427079.000000 Penalty: 4683.943848
	Iteration 15Q: 3 clusters Score -1427079 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1427115.750000 Penalty: 4683.943848
	Iteration 16Q: 3 clusters Score -1427116 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1427140.500000 Penalty: 4683.943848
	Iteration 17Q: 3 clusters Score -1427140 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1427167.875000 Penalty: 4683.943848
	Iteration 18Q: 3 clusters Score -1427168 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1427180.875000 Penalty: 4683.943848
	Iteration 19Q: 3 clusters Score -1427181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1427191.375000 Penalty: 4683.943848
	Iteration 20F: 3 clusters Score -1427191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1427195.375000 Penalty: 4683.943848
	Iteration 21Q: 3 clusters Score -1427195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1427198.000000 Penalty: 4683.943848
	Iteration 22Q: 3 clusters Score -1427198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1427199.000000 Penalty: 4683.943848
	Iteration 23Q: 3 clusters Score -1427199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1427198.875000 Penalty: 4683.943848
	Iteration 24Q: 3 clusters Score -1427199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1427203.250000 Penalty: 4683.943848
	Iteration 25Q: 3 clusters Score -1427203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1427205.250000 Penalty: 4683.943848
	Iteration 26Q: 3 clusters Score -1427205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1427207.875000 Penalty: 4683.943848
	Iteration 27Q: 3 clusters Score -1427208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1427208.250000 Penalty: 4683.943848
	Iteration 28Q: 3 clusters Score -1427208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1427207.375000 Penalty: 4683.943848
	Iteration 29Q: 3 clusters Score -1427207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1427208.250000 Penalty: 4683.943848
	Iteration 30Q: 3 clusters Score -1427208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1427208.250000 Penalty: 4683.943848
	Iteration 31F: 3 clusters Score -1427208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (260905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260905 members 
Entering Unmasked Estep 
Score: -31915538.000000 Penalty: 3093.033936
	Iteration 0F: 2 clusters Score -3.191554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130326 members 
Mstep: Class 2 contains 130579 members 
Entering Unmasked Estep 
Score: -31762218.000000 Penalty: 6186.067871
	Iteration 0F: 3 clusters Score -3.176222e+07 nChanged 126069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129153 members 
Mstep: Class 2 contains 131752 members 
Entering Unmasked Estep 
Score: -31836930.000000 Penalty: 6186.067871
	Iteration 1F: 3 clusters Score -3.183693e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128496 members 
Mstep: Class 2 contains 132409 members 
Entering Unmasked Estep 
Score: -31838360.000000 Penalty: 6186.067871
	Iteration 2Q: 3 clusters Score -3.183836e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127611 members 
Mstep: Class 2 contains 133294 members 
Entering Unmasked Estep 
Score: -31840374.000000 Penalty: 6186.067871
	Iteration 3Q: 3 clusters Score -3.184037e+07 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126411 members 
Mstep: Class 2 contains 134494 members 
Entering Unmasked Estep 
Score: -31843116.000000 Penalty: 6186.067871
	Iteration 4Q: 3 clusters Score -3.184312e+07 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124793 members 
Mstep: Class 2 contains 136112 members 
Entering Unmasked Estep 
Score: -31846328.000000 Penalty: 6186.067871
	Iteration 5Q: 3 clusters Score -3.184633e+07 nChanged 10576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122267 members 
Mstep: Class 2 contains 138638 members 
Entering Unmasked Estep 
Score: -31850068.000000 Penalty: 6186.067871
	Iteration 6Q: 3 clusters Score -3.185007e+07 nChanged 11643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118524 members 
Mstep: Class 2 contains 142381 members 
Entering Unmasked Estep 
Score: -31854922.000000 Penalty: 6186.067871
	Iteration 7Q: 3 clusters Score -3.185492e+07 nChanged 12035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113029 members 
Mstep: Class 2 contains 147876 members 
Entering Unmasked Estep 
Score: -31860556.000000 Penalty: 6186.067871
	Iteration 8Q: 3 clusters Score -3.186056e+07 nChanged 12374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105417 members 
Mstep: Class 2 contains 155488 members 
Entering Unmasked Estep 
Score: -31866390.000000 Penalty: 6186.067871
	Iteration 9Q: 3 clusters Score -3.186639e+07 nChanged 12525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95866 members 
Mstep: Class 2 contains 165039 members 
Entering Unmasked Estep 
Score: -31872484.000000 Penalty: 6186.067871
	Iteration 10Q: 3 clusters Score -3.187248e+07 nChanged 13098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84220 members 
Mstep: Class 2 contains 176685 members 
Entering Unmasked Estep 
Score: -31878750.000000 Penalty: 6186.067871
	Iteration 11F: 3 clusters Score -3.187875e+07 nChanged 13618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71256 members 
Mstep: Class 2 contains 189649 members 
Entering Unmasked Estep 
Score: -31885016.000000 Penalty: 6186.067871
	Iteration 12F: 3 clusters Score -3.188502e+07 nChanged 13609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57949 members 
Mstep: Class 2 contains 202956 members 
Entering Unmasked Estep 
Score: -31891440.000000 Penalty: 6186.067871
	Iteration 13F: 3 clusters Score -3.189144e+07 nChanged 12432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 215210 members 
Entering Unmasked Estep 
Score: -31896558.000000 Penalty: 6186.067871
	Iteration 14Q: 3 clusters Score -3.189656e+07 nChanged 10587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 225725 members 
Entering Unmasked Estep 
Score: -31900652.000000 Penalty: 6186.067871
	Iteration 15Q: 3 clusters Score -3.190065e+07 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 234147 members 
Entering Unmasked Estep 
Score: -31903998.000000 Penalty: 6186.067871
	Iteration 16Q: 3 clusters Score -3.1904e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 240720 members 
Entering Unmasked Estep 
Score: -31906526.000000 Penalty: 6186.067871
	Iteration 17Q: 3 clusters Score -3.190653e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 245544 members 
Entering Unmasked Estep 
Score: -31908620.000000 Penalty: 6186.067871
	Iteration 18Q: 3 clusters Score -3.190862e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 249180 members 
Entering Unmasked Estep 
Score: -31909950.000000 Penalty: 6186.067871
	Iteration 19Q: 3 clusters Score -3.190995e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 251885 members 
Entering Unmasked Estep 
Score: -31911108.000000 Penalty: 6186.067871
	Iteration 20F: 3 clusters Score -3.191111e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 253781 members 
Entering Unmasked Estep 
Score: -31911874.000000 Penalty: 6186.067871
	Iteration 21Q: 3 clusters Score -3.191187e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 255086 members 
Entering Unmasked Estep 
Score: -31912342.000000 Penalty: 6186.067871
	Iteration 22Q: 3 clusters Score -3.191234e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 255988 members 
Entering Unmasked Estep 
Score: -31912686.000000 Penalty: 6186.067871
	Iteration 23Q: 3 clusters Score -3.191269e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 256611 members 
Entering Unmasked Estep 
Score: -31912928.000000 Penalty: 6186.067871
	Iteration 24Q: 3 clusters Score -3.191293e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 257079 members 
Entering Unmasked Estep 
Score: -31913086.000000 Penalty: 6186.067871
	Iteration 25Q: 3 clusters Score -3.191309e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 257427 members 
Entering Unmasked Estep 
Score: -31913256.000000 Penalty: 6186.067871
	Iteration 26Q: 3 clusters Score -3.191326e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 257699 members 
Entering Unmasked Estep 
Score: -31913370.000000 Penalty: 6186.067871
	Iteration 27Q: 3 clusters Score -3.191337e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 257899 members 
Entering Unmasked Estep 
Score: -31913424.000000 Penalty: 6186.067871
	Iteration 28Q: 3 clusters Score -3.191342e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 258072 members 
Entering Unmasked Estep 
Score: -31913548.000000 Penalty: 6186.067871
	Iteration 29Q: 3 clusters Score -3.191355e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 258187 members 
Entering Unmasked Estep 
Score: -31913590.000000 Penalty: 6186.067871
	Iteration 30Q: 3 clusters Score -3.191359e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 258284 members 
Entering Unmasked Estep 
Score: -31913674.000000 Penalty: 6186.067871
	Iteration 31Q: 3 clusters Score -3.191367e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 258378 members 
Entering Unmasked Estep 
Score: -31913744.000000 Penalty: 6186.067871
	Iteration 32Q: 3 clusters Score -3.191374e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 258473 members 
Entering Unmasked Estep 
Score: -31913788.000000 Penalty: 6186.067871
	Iteration 33Q: 3 clusters Score -3.191379e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 258541 members 
Entering Unmasked Estep 
Score: -31913838.000000 Penalty: 6186.067871
	Iteration 34Q: 3 clusters Score -3.191384e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 258593 members 
Entering Unmasked Estep 
Score: -31913830.000000 Penalty: 6186.067871
	Iteration 35Q: 3 clusters Score -3.191383e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 258624 members 
Entering Unmasked Estep 
Score: -31913900.000000 Penalty: 6186.067871
	Iteration 36Q: 3 clusters Score -3.19139e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 258652 members 
Entering Unmasked Estep 
Score: -31913926.000000 Penalty: 6186.067871
	Iteration 37Q: 3 clusters Score -3.191393e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 258667 members 
Entering Unmasked Estep 
Score: -31913942.000000 Penalty: 6186.067871
	Iteration 38Q: 3 clusters Score -3.191394e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 258681 members 
Entering Unmasked Estep 
Score: -31913938.000000 Penalty: 6186.067871
	Iteration 39Q: 3 clusters Score -3.191394e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 258698 members 
Entering Unmasked Estep 
Score: -31913956.000000 Penalty: 6186.067871
	Iteration 40F: 3 clusters Score -3.191396e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 258719 members 
Entering Unmasked Estep 
Score: -31913934.000000 Penalty: 6186.067871
	Iteration 41Q: 3 clusters Score -3.191393e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 258740 members 
Entering Unmasked Estep 
Score: -31913976.000000 Penalty: 6186.067871
	Iteration 42Q: 3 clusters Score -3.191398e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 258754 members 
Entering Unmasked Estep 
Score: -31913950.000000 Penalty: 6186.067871
	Iteration 43Q: 3 clusters Score -3.191395e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 258776 members 
Entering Unmasked Estep 
Score: -31913976.000000 Penalty: 6186.067871
	Iteration 44Q: 3 clusters Score -3.191398e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 258797 members 
Entering Unmasked Estep 
Score: -31914014.000000 Penalty: 6186.067871
	Iteration 45Q: 3 clusters Score -3.191401e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 258804 members 
Entering Unmasked Estep 
Score: -31914028.000000 Penalty: 6186.067871
	Iteration 46Q: 3 clusters Score -3.191403e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 258821 members 
Entering Unmasked Estep 
Score: -31914042.000000 Penalty: 6186.067871
	Iteration 47Q: 3 clusters Score -3.191404e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 258826 members 
Entering Unmasked Estep 
Score: -31914050.000000 Penalty: 6186.067871
	Iteration 48Q: 3 clusters Score -3.191405e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 258841 members 
Entering Unmasked Estep 
Score: -31914086.000000 Penalty: 6186.067871
	Iteration 49Q: 3 clusters Score -3.191409e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 258854 members 
Entering Unmasked Estep 
Score: -31914068.000000 Penalty: 6186.067871
	Iteration 50Q: 3 clusters Score -3.191407e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 258864 members 
Entering Unmasked Estep 
Score: -31914058.000000 Penalty: 6186.067871
	Iteration 51Q: 3 clusters Score -3.191406e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 258875 members 
Entering Unmasked Estep 
Score: -31914084.000000 Penalty: 6186.067871
	Iteration 52Q: 3 clusters Score -3.191408e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 258878 members 
Entering Unmasked Estep 
Score: -31914080.000000 Penalty: 6186.067871
	Iteration 53Q: 3 clusters Score -3.191408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 258888 members 
Entering Unmasked Estep 
Score: -31914082.000000 Penalty: 6186.067871
	Iteration 54Q: 3 clusters Score -3.191408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 258891 members 
Entering Unmasked Estep 
Score: -31914072.000000 Penalty: 6186.067871
	Iteration 55Q: 3 clusters Score -3.191407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 258891 members 
Entering Unmasked Estep 
Score: -31914088.000000 Penalty: 6186.067871
	Iteration 56Q: 3 clusters Score -3.191409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 258894 members 
Entering Unmasked Estep 
Score: -31914076.000000 Penalty: 6186.067871
	Iteration 57Q: 3 clusters Score -3.191408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 258897 members 
Entering Unmasked Estep 
Score: -31914086.000000 Penalty: 6186.067871
	Iteration 58Q: 3 clusters Score -3.191409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 258901 members 
Entering Unmasked Estep 
Score: -31914092.000000 Penalty: 6186.067871
	Iteration 59Q: 3 clusters Score -3.191409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 258907 members 
Entering Unmasked Estep 
Score: -31914096.000000 Penalty: 6186.067871
	Iteration 60F: 3 clusters Score -3.19141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 258908 members 
Entering Unmasked Estep 
Score: -31914094.000000 Penalty: 6186.067871
	Iteration 61Q: 3 clusters Score -3.191409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 258908 members 
Entering Unmasked Estep 
Score: -31914094.000000 Penalty: 6186.067871
	Iteration 62Q: 3 clusters Score -3.191409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 258907 members 
Entering Unmasked Estep 
Score: -31914116.000000 Penalty: 6186.067871
	Iteration 63Q: 3 clusters Score -3.191412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 258906 members 
Entering Unmasked Estep 
Score: -31914098.000000 Penalty: 6186.067871
	Iteration 64Q: 3 clusters Score -3.19141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 258908 members 
Entering Unmasked Estep 
Score: -31914072.000000 Penalty: 6186.067871
	Iteration 65Q: 3 clusters Score -3.191407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 258910 members 
Entering Unmasked Estep 
Score: -31914082.000000 Penalty: 6186.067871
	Iteration 66Q: 3 clusters Score -3.191408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 258912 members 
Entering Unmasked Estep 
Score: -31914072.000000 Penalty: 6186.067871
	Iteration 67Q: 3 clusters Score -3.191407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 258913 members 
Entering Unmasked Estep 
Score: -31914078.000000 Penalty: 6186.067871
	Iteration 68Q: 3 clusters Score -3.191408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 258912 members 
Entering Unmasked Estep 
Score: -31914076.000000 Penalty: 6186.067871
	Iteration 69Q: 3 clusters Score -3.191408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 258911 members 
Entering Unmasked Estep 
Score: -31914080.000000 Penalty: 6186.067871
	Iteration 70Q: 3 clusters Score -3.191408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 258909 members 
Entering Unmasked Estep 
Score: -31914074.000000 Penalty: 6186.067871
	Iteration 71Q: 3 clusters Score -3.191407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 258908 members 
Entering Unmasked Estep 
Score: -31914060.000000 Penalty: 6186.067871
	Iteration 72Q: 3 clusters Score -3.191406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 258907 members 
Entering Unmasked Estep 
Score: -31914066.000000 Penalty: 6186.067871
	Iteration 73Q: 3 clusters Score -3.191407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 258906 members 
Entering Unmasked Estep 
Score: -31914064.000000 Penalty: 6186.067871
	Iteration 74Q: 3 clusters Score -3.191406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 258908 members 
Entering Unmasked Estep 
Score: -31914058.000000 Penalty: 6186.067871
	Iteration 75Q: 3 clusters Score -3.191406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 258909 members 
Entering Unmasked Estep 
Score: -31914064.000000 Penalty: 6186.067871
	Iteration 76Q: 3 clusters Score -3.191406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 258908 members 
Entering Unmasked Estep 
Score: -31914078.000000 Penalty: 6186.067871
	Iteration 77Q: 3 clusters Score -3.191408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 258908 members 
Entering Unmasked Estep 
Score: -31914078.000000 Penalty: 6186.067871
	Iteration 78F: 3 clusters Score -3.191408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Entering Unmasked Estep 
Score: -3887112.500000 Penalty: 2571.818359
	Iteration 0F: 2 clusters Score -3887112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -3865319.000000 Penalty: 5143.636719
	Iteration 0F: 3 clusters Score -3865319 nChanged 14415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -3873255.750000 Penalty: 5143.636719
	Iteration 1F: 3 clusters Score -3873256 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -3873995.500000 Penalty: 5143.636719
	Iteration 2F: 3 clusters Score -3873996 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -3875031.750000 Penalty: 5143.636719
	Iteration 3F: 3 clusters Score -3875032 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -3876378.500000 Penalty: 5143.636719
	Iteration 4F: 3 clusters Score -3876378 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -3878249.250000 Penalty: 5143.636719
	Iteration 5F: 3 clusters Score -3878249 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -3880344.500000 Penalty: 5143.636719
	Iteration 6F: 3 clusters Score -3880344 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -3882078.250000 Penalty: 5143.636719
	Iteration 7F: 3 clusters Score -3882078 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3883108.250000 Penalty: 5143.636719
	Iteration 8Q: 3 clusters Score -3883108 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -3883741.000000 Penalty: 5143.636719
	Iteration 9Q: 3 clusters Score -3883741 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -3884225.000000 Penalty: 5143.636719
	Iteration 10Q: 3 clusters Score -3884225 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3884564.000000 Penalty: 5143.636719
	Iteration 11Q: 3 clusters Score -3884564 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3884808.250000 Penalty: 5143.636719
	Iteration 12Q: 3 clusters Score -3884808 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3884969.750000 Penalty: 5143.636719
	Iteration 13Q: 3 clusters Score -3884970 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3885083.250000 Penalty: 5143.636719
	Iteration 14Q: 3 clusters Score -3885083 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3885166.250000 Penalty: 5143.636719
	Iteration 15Q: 3 clusters Score -3885166 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3885235.500000 Penalty: 5143.636719
	Iteration 16Q: 3 clusters Score -3885236 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3885297.750000 Penalty: 5143.636719
	Iteration 17Q: 3 clusters Score -3885298 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3885350.750000 Penalty: 5143.636719
	Iteration 18Q: 3 clusters Score -3885351 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3885380.750000 Penalty: 5143.636719
	Iteration 19Q: 3 clusters Score -3885381 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3885420.250000 Penalty: 5143.636719
	Iteration 20F: 3 clusters Score -3885420 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3885415.250000 Penalty: 5143.636719
	Iteration 21Q: 3 clusters Score -3885415 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3885436.250000 Penalty: 5143.636719
	Iteration 22Q: 3 clusters Score -3885436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3885442.000000 Penalty: 5143.636719
	Iteration 23Q: 3 clusters Score -3885442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3885453.750000 Penalty: 5143.636719
	Iteration 24Q: 3 clusters Score -3885454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3885465.000000 Penalty: 5143.636719
	Iteration 25Q: 3 clusters Score -3885465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3885470.750000 Penalty: 5143.636719
	Iteration 26Q: 3 clusters Score -3885471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3885477.500000 Penalty: 5143.636719
	Iteration 27Q: 3 clusters Score -3885478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3885476.250000 Penalty: 5143.636719
	Iteration 28Q: 3 clusters Score -3885476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3885479.750000 Penalty: 5143.636719
	Iteration 29Q: 3 clusters Score -3885480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3885480.250000 Penalty: 5143.636719
	Iteration 30Q: 3 clusters Score -3885480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3885482.000000 Penalty: 5143.636719
	Iteration 31Q: 3 clusters Score -3885482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3885482.000000 Penalty: 5143.636719
	Iteration 32Q: 3 clusters Score -3885482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3885480.500000 Penalty: 5143.636719
	Iteration 33Q: 3 clusters Score -3885480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3885479.500000 Penalty: 5143.636719
	Iteration 34Q: 3 clusters Score -3885480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3885480.750000 Penalty: 5143.636719
	Iteration 35Q: 3 clusters Score -3885481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3885483.750000 Penalty: 5143.636719
	Iteration 36Q: 3 clusters Score -3885484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3885479.500000 Penalty: 5143.636719
	Iteration 37Q: 3 clusters Score -3885480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3885479.500000 Penalty: 5143.636719
	Iteration 38F: 3 clusters Score -3885480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Entering Unmasked Estep 
Score: -838472.000000 Penalty: 2193.216553
	Iteration 0F: 2 clusters Score -838472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -832734.062500 Penalty: 4386.433105
	Iteration 0F: 3 clusters Score -832734.1 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -834232.500000 Penalty: 4386.433105
	Iteration 1F: 3 clusters Score -834232.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -834562.500000 Penalty: 4386.433105
	Iteration 2F: 3 clusters Score -834562.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -834768.312500 Penalty: 4386.433105
	Iteration 3F: 3 clusters Score -834768.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -834897.812500 Penalty: 4386.433105
	Iteration 4Q: 3 clusters Score -834897.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -834992.750000 Penalty: 4386.433105
	Iteration 5Q: 3 clusters Score -834992.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -835080.687500 Penalty: 4386.433105
	Iteration 6Q: 3 clusters Score -835080.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -835174.750000 Penalty: 4386.433105
	Iteration 7Q: 3 clusters Score -835174.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -835284.250000 Penalty: 4386.433105
	Iteration 8Q: 3 clusters Score -835284.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -835398.500000 Penalty: 4386.433105
	Iteration 9Q: 3 clusters Score -835398.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -835504.750000 Penalty: 4386.433105
	Iteration 10Q: 3 clusters Score -835504.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -835644.625000 Penalty: 4386.433105
	Iteration 11Q: 3 clusters Score -835644.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -835812.125000 Penalty: 4386.433105
	Iteration 12Q: 3 clusters Score -835812.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -835998.000000 Penalty: 4386.433105
	Iteration 13Q: 3 clusters Score -835998 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -836242.375000 Penalty: 4386.433105
	Iteration 14Q: 3 clusters Score -836242.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -836491.625000 Penalty: 4386.433105
	Iteration 15Q: 3 clusters Score -836491.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -836714.375000 Penalty: 4386.433105
	Iteration 16Q: 3 clusters Score -836714.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -836974.937500 Penalty: 4386.433105
	Iteration 17Q: 3 clusters Score -836974.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -837203.500000 Penalty: 4386.433105
	Iteration 18Q: 3 clusters Score -837203.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -837358.062500 Penalty: 4386.433105
	Iteration 19Q: 3 clusters Score -837358.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -837425.125000 Penalty: 4386.433105
	Iteration 20F: 3 clusters Score -837425.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -837463.187500 Penalty: 4386.433105
	Iteration 21Q: 3 clusters Score -837463.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -837485.375000 Penalty: 4386.433105
	Iteration 22Q: 3 clusters Score -837485.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -837500.750000 Penalty: 4386.433105
	Iteration 23Q: 3 clusters Score -837500.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -837508.750000 Penalty: 4386.433105
	Iteration 24Q: 3 clusters Score -837508.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -837509.187500 Penalty: 4386.433105
	Iteration 25Q: 3 clusters Score -837509.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -837511.500000 Penalty: 4386.433105
	Iteration 26Q: 3 clusters Score -837511.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -837516.312500 Penalty: 4386.433105
	Iteration 27Q: 3 clusters Score -837516.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -837514.562500 Penalty: 4386.433105
	Iteration 28Q: 3 clusters Score -837514.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -837515.875000 Penalty: 4386.433105
	Iteration 29Q: 3 clusters Score -837515.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -837519.187500 Penalty: 4386.433105
	Iteration 30Q: 3 clusters Score -837519.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -837519.625000 Penalty: 4386.433105
	Iteration 31Q: 3 clusters Score -837519.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -837520.875000 Penalty: 4386.433105
	Iteration 32Q: 3 clusters Score -837520.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -837523.062500 Penalty: 4386.433105
	Iteration 33Q: 3 clusters Score -837523.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -837522.937500 Penalty: 4386.433105
	Iteration 34Q: 3 clusters Score -837522.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -837522.937500 Penalty: 4386.433105
	Iteration 35F: 3 clusters Score -837522.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (67378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67378 members 
Entering Unmasked Estep 
Score: -7654341.500000 Penalty: 2757.282227
	Iteration 0F: 2 clusters Score -7654342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -7608931.000000 Penalty: 5514.564453
	Iteration 0F: 3 clusters Score -7608931 nChanged 31577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -7627281.500000 Penalty: 5514.564453
	Iteration 1F: 3 clusters Score -7627282 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -7628463.500000 Penalty: 5514.564453
	Iteration 2Q: 3 clusters Score -7628464 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -7629974.500000 Penalty: 5514.564453
	Iteration 3Q: 3 clusters Score -7629974 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -7631891.000000 Penalty: 5514.564453
	Iteration 4F: 3 clusters Score -7631891 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -7634291.500000 Penalty: 5514.564453
	Iteration 5F: 3 clusters Score -7634292 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -7637141.500000 Penalty: 5514.564453
	Iteration 6F: 3 clusters Score -7637142 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -7639886.500000 Penalty: 5514.564453
	Iteration 7F: 3 clusters Score -7639886 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -7642436.000000 Penalty: 5514.564453
	Iteration 8F: 3 clusters Score -7642436 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -7644754.000000 Penalty: 5514.564453
	Iteration 9Q: 3 clusters Score -7644754 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49505 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -7646553.500000 Penalty: 5514.564453
	Iteration 10Q: 3 clusters Score -7646554 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -7647650.000000 Penalty: 5514.564453
	Iteration 11Q: 3 clusters Score -7647650 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -7648342.000000 Penalty: 5514.564453
	Iteration 12Q: 3 clusters Score -7648342 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52798 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -7648842.000000 Penalty: 5514.564453
	Iteration 13Q: 3 clusters Score -7648842 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -7649278.500000 Penalty: 5514.564453
	Iteration 14Q: 3 clusters Score -7649278 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -7649685.500000 Penalty: 5514.564453
	Iteration 15Q: 3 clusters Score -7649686 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55168 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -7650024.500000 Penalty: 5514.564453
	Iteration 16Q: 3 clusters Score -7650024 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -7650370.000000 Penalty: 5514.564453
	Iteration 17Q: 3 clusters Score -7650370 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56573 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -7650612.000000 Penalty: 5514.564453
	Iteration 18Q: 3 clusters Score -7650612 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57184 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -7650893.000000 Penalty: 5514.564453
	Iteration 19Q: 3 clusters Score -7650893 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57734 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -7651075.500000 Penalty: 5514.564453
	Iteration 20F: 3 clusters Score -7651076 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58235 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -7651291.000000 Penalty: 5514.564453
	Iteration 21Q: 3 clusters Score -7651291 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58766 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -7651451.000000 Penalty: 5514.564453
	Iteration 22Q: 3 clusters Score -7651451 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -7651581.000000 Penalty: 5514.564453
	Iteration 23Q: 3 clusters Score -7651581 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59691 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -7651718.500000 Penalty: 5514.564453
	Iteration 24Q: 3 clusters Score -7651718 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -7651839.500000 Penalty: 5514.564453
	Iteration 25Q: 3 clusters Score -7651840 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60475 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -7651965.000000 Penalty: 5514.564453
	Iteration 26Q: 3 clusters Score -7651965 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60780 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -7652007.000000 Penalty: 5514.564453
	Iteration 27Q: 3 clusters Score -7652007 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -7652064.500000 Penalty: 5514.564453
	Iteration 28Q: 3 clusters Score -7652064 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61266 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -7652130.000000 Penalty: 5514.564453
	Iteration 29Q: 3 clusters Score -7652130 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61465 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -7652163.500000 Penalty: 5514.564453
	Iteration 30Q: 3 clusters Score -7652164 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61653 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -7652187.000000 Penalty: 5514.564453
	Iteration 31Q: 3 clusters Score -7652187 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61831 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -7652258.500000 Penalty: 5514.564453
	Iteration 32Q: 3 clusters Score -7652258 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61956 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -7652279.500000 Penalty: 5514.564453
	Iteration 33Q: 3 clusters Score -7652280 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62086 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -7652294.500000 Penalty: 5514.564453
	Iteration 34Q: 3 clusters Score -7652294 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62220 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -7652312.000000 Penalty: 5514.564453
	Iteration 35Q: 3 clusters Score -7652312 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62367 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -7652351.500000 Penalty: 5514.564453
	Iteration 36Q: 3 clusters Score -7652352 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -7652373.500000 Penalty: 5514.564453
	Iteration 37Q: 3 clusters Score -7652374 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62617 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -7652378.500000 Penalty: 5514.564453
	Iteration 38Q: 3 clusters Score -7652378 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62728 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -7652402.000000 Penalty: 5514.564453
	Iteration 39Q: 3 clusters Score -7652402 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62824 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -7652407.000000 Penalty: 5514.564453
	Iteration 40F: 3 clusters Score -7652407 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -7652408.000000 Penalty: 5514.564453
	Iteration 41Q: 3 clusters Score -7652408 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62999 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -7652428.000000 Penalty: 5514.564453
	Iteration 42Q: 3 clusters Score -7652428 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -7652446.500000 Penalty: 5514.564453
	Iteration 43Q: 3 clusters Score -7652446 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63165 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -7652463.500000 Penalty: 5514.564453
	Iteration 44Q: 3 clusters Score -7652464 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63253 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -7652504.000000 Penalty: 5514.564453
	Iteration 45Q: 3 clusters Score -7652504 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63330 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -7652526.500000 Penalty: 5514.564453
	Iteration 46Q: 3 clusters Score -7652526 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -7652531.000000 Penalty: 5514.564453
	Iteration 47Q: 3 clusters Score -7652531 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63479 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -7652559.000000 Penalty: 5514.564453
	Iteration 48Q: 3 clusters Score -7652559 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63543 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -7652558.000000 Penalty: 5514.564453
	Iteration 49Q: 3 clusters Score -7652558 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63601 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -7652571.500000 Penalty: 5514.564453
	Iteration 50Q: 3 clusters Score -7652572 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63675 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -7652587.500000 Penalty: 5514.564453
	Iteration 51Q: 3 clusters Score -7652588 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63752 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -7652606.500000 Penalty: 5514.564453
	Iteration 52Q: 3 clusters Score -7652606 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63835 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -7652626.500000 Penalty: 5514.564453
	Iteration 53Q: 3 clusters Score -7652626 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63908 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -7652662.500000 Penalty: 5514.564453
	Iteration 54Q: 3 clusters Score -7652662 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63979 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -7652692.000000 Penalty: 5514.564453
	Iteration 55Q: 3 clusters Score -7652692 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64045 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -7652720.000000 Penalty: 5514.564453
	Iteration 56Q: 3 clusters Score -7652720 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64113 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -7652730.000000 Penalty: 5514.564453
	Iteration 57Q: 3 clusters Score -7652730 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64188 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -7652760.500000 Penalty: 5514.564453
	Iteration 58Q: 3 clusters Score -7652760 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -7652787.500000 Penalty: 5514.564453
	Iteration 59Q: 3 clusters Score -7652788 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64350 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -7652801.000000 Penalty: 5514.564453
	Iteration 60F: 3 clusters Score -7652801 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64426 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -7652818.500000 Penalty: 5514.564453
	Iteration 61Q: 3 clusters Score -7652818 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -7652843.500000 Penalty: 5514.564453
	Iteration 62Q: 3 clusters Score -7652844 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64591 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -7652885.500000 Penalty: 5514.564453
	Iteration 63Q: 3 clusters Score -7652886 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64649 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -7652916.500000 Penalty: 5514.564453
	Iteration 64Q: 3 clusters Score -7652916 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64704 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -7652936.000000 Penalty: 5514.564453
	Iteration 65Q: 3 clusters Score -7652936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64761 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -7652948.000000 Penalty: 5514.564453
	Iteration 66Q: 3 clusters Score -7652948 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64805 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -7652957.000000 Penalty: 5514.564453
	Iteration 67Q: 3 clusters Score -7652957 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64840 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -7652967.000000 Penalty: 5514.564453
	Iteration 68Q: 3 clusters Score -7652967 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64861 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -7652977.500000 Penalty: 5514.564453
	Iteration 69Q: 3 clusters Score -7652978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64874 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -7652992.500000 Penalty: 5514.564453
	Iteration 70Q: 3 clusters Score -7652992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64897 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -7652988.500000 Penalty: 5514.564453
	Iteration 71Q: 3 clusters Score -7652988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64913 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -7652994.500000 Penalty: 5514.564453
	Iteration 72Q: 3 clusters Score -7652994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64928 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -7653001.000000 Penalty: 5514.564453
	Iteration 73Q: 3 clusters Score -7653001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64939 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -7653008.000000 Penalty: 5514.564453
	Iteration 74Q: 3 clusters Score -7653008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64954 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -7653018.500000 Penalty: 5514.564453
	Iteration 75Q: 3 clusters Score -7653018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64964 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -7653031.000000 Penalty: 5514.564453
	Iteration 76Q: 3 clusters Score -7653031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64979 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -7653038.000000 Penalty: 5514.564453
	Iteration 77Q: 3 clusters Score -7653038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65001 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -7653031.000000 Penalty: 5514.564453
	Iteration 78Q: 3 clusters Score -7653031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65016 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -7653038.500000 Penalty: 5514.564453
	Iteration 79Q: 3 clusters Score -7653038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65029 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -7653036.500000 Penalty: 5514.564453
	Iteration 80F: 3 clusters Score -7653036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65035 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -7653039.000000 Penalty: 5514.564453
	Iteration 81Q: 3 clusters Score -7653039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65038 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -7653046.000000 Penalty: 5514.564453
	Iteration 82Q: 3 clusters Score -7653046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65041 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7653046.500000 Penalty: 5514.564453
	Iteration 83Q: 3 clusters Score -7653046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65041 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7653045.500000 Penalty: 5514.564453
	Iteration 84Q: 3 clusters Score -7653046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65041 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7653044.500000 Penalty: 5514.564453
	Iteration 85Q: 3 clusters Score -7653044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65041 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7653041.000000 Penalty: 5514.564453
	Iteration 86Q: 3 clusters Score -7653041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65041 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7653041.000000 Penalty: 5514.564453
	Iteration 87F: 3 clusters Score -7653041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Entering Unmasked Estep 
Score: -3223138.250000 Penalty: 2524.211914
	Iteration 0F: 2 clusters Score -3223138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -3204880.000000 Penalty: 5048.423828
	Iteration 0F: 3 clusters Score -3204880 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -3211348.750000 Penalty: 5048.423828
	Iteration 1F: 3 clusters Score -3211349 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -3211836.750000 Penalty: 5048.423828
	Iteration 2Q: 3 clusters Score -3211837 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -3212348.000000 Penalty: 5048.423828
	Iteration 3Q: 3 clusters Score -3212348 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -3212884.500000 Penalty: 5048.423828
	Iteration 4Q: 3 clusters Score -3212884 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -3213512.500000 Penalty: 5048.423828
	Iteration 5F: 3 clusters Score -3213512 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -3214192.000000 Penalty: 5048.423828
	Iteration 6F: 3 clusters Score -3214192 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -3215035.000000 Penalty: 5048.423828
	Iteration 7F: 3 clusters Score -3215035 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -3215942.250000 Penalty: 5048.423828
	Iteration 8F: 3 clusters Score -3215942 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -3216902.250000 Penalty: 5048.423828
	Iteration 9F: 3 clusters Score -3216902 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -3217849.500000 Penalty: 5048.423828
	Iteration 10F: 3 clusters Score -3217850 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -3218780.750000 Penalty: 5048.423828
	Iteration 11Q: 3 clusters Score -3218781 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -3219629.500000 Penalty: 5048.423828
	Iteration 12Q: 3 clusters Score -3219630 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -3220217.500000 Penalty: 5048.423828
	Iteration 13Q: 3 clusters Score -3220218 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -3220552.000000 Penalty: 5048.423828
	Iteration 14Q: 3 clusters Score -3220552 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -3220751.000000 Penalty: 5048.423828
	Iteration 15Q: 3 clusters Score -3220751 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -3220881.000000 Penalty: 5048.423828
	Iteration 16Q: 3 clusters Score -3220881 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -3220979.750000 Penalty: 5048.423828
	Iteration 17Q: 3 clusters Score -3220980 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -3221033.000000 Penalty: 5048.423828
	Iteration 18Q: 3 clusters Score -3221033 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -3221065.500000 Penalty: 5048.423828
	Iteration 19Q: 3 clusters Score -3221066 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -3221088.250000 Penalty: 5048.423828
	Iteration 20F: 3 clusters Score -3221088 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -3221101.250000 Penalty: 5048.423828
	Iteration 21Q: 3 clusters Score -3221101 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -3221113.750000 Penalty: 5048.423828
	Iteration 22Q: 3 clusters Score -3221114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -3221126.750000 Penalty: 5048.423828
	Iteration 23Q: 3 clusters Score -3221127 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -3221134.500000 Penalty: 5048.423828
	Iteration 24Q: 3 clusters Score -3221134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -3221138.500000 Penalty: 5048.423828
	Iteration 25Q: 3 clusters Score -3221138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -3221151.500000 Penalty: 5048.423828
	Iteration 26Q: 3 clusters Score -3221152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -3221158.250000 Penalty: 5048.423828
	Iteration 27Q: 3 clusters Score -3221158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -3221172.500000 Penalty: 5048.423828
	Iteration 28Q: 3 clusters Score -3221172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -3221184.000000 Penalty: 5048.423828
	Iteration 29Q: 3 clusters Score -3221184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -3221184.250000 Penalty: 5048.423828
	Iteration 30Q: 3 clusters Score -3221184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -3221187.750000 Penalty: 5048.423828
	Iteration 31Q: 3 clusters Score -3221188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -3221193.250000 Penalty: 5048.423828
	Iteration 32Q: 3 clusters Score -3221193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -3221196.500000 Penalty: 5048.423828
	Iteration 33Q: 3 clusters Score -3221196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -3221198.250000 Penalty: 5048.423828
	Iteration 34Q: 3 clusters Score -3221198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -3221195.500000 Penalty: 5048.423828
	Iteration 35Q: 3 clusters Score -3221196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3221195.500000 Penalty: 5048.423828
	Iteration 36Q: 3 clusters Score -3221196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -3221194.000000 Penalty: 5048.423828
	Iteration 37Q: 3 clusters Score -3221194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -3221194.000000 Penalty: 5048.423828
	Iteration 38F: 3 clusters Score -3221194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Entering Unmasked Estep 
Score: -4104644.250000 Penalty: 2584.851074
	Iteration 0F: 2 clusters Score -4104644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -4081851.250000 Penalty: 5169.702148
	Iteration 0F: 3 clusters Score -4081851 nChanged 15217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -4090398.250000 Penalty: 5169.702148
	Iteration 1F: 3 clusters Score -4090398 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -4091068.000000 Penalty: 5169.702148
	Iteration 2Q: 3 clusters Score -4091068 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -4091765.500000 Penalty: 5169.702148
	Iteration 3F: 3 clusters Score -4091766 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -4092589.000000 Penalty: 5169.702148
	Iteration 4F: 3 clusters Score -4092589 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -4093588.500000 Penalty: 5169.702148
	Iteration 5F: 3 clusters Score -4093588 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -4094774.000000 Penalty: 5169.702148
	Iteration 6F: 3 clusters Score -4094774 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -4096209.500000 Penalty: 5169.702148
	Iteration 7F: 3 clusters Score -4096210 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -4097814.500000 Penalty: 5169.702148
	Iteration 8F: 3 clusters Score -4097814 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -4099285.000000 Penalty: 5169.702148
	Iteration 9F: 3 clusters Score -4099285 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -4100389.750000 Penalty: 5169.702148
	Iteration 10Q: 3 clusters Score -4100390 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -4101110.000000 Penalty: 5169.702148
	Iteration 11Q: 3 clusters Score -4101110 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -4101619.000000 Penalty: 5169.702148
	Iteration 12Q: 3 clusters Score -4101619 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -4101933.500000 Penalty: 5169.702148
	Iteration 13Q: 3 clusters Score -4101934 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -4102112.750000 Penalty: 5169.702148
	Iteration 14Q: 3 clusters Score -4102113 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -4102276.000000 Penalty: 5169.702148
	Iteration 15Q: 3 clusters Score -4102276 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -4102374.000000 Penalty: 5169.702148
	Iteration 16Q: 3 clusters Score -4102374 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -4102421.500000 Penalty: 5169.702148
	Iteration 17Q: 3 clusters Score -4102422 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -4102477.750000 Penalty: 5169.702148
	Iteration 18Q: 3 clusters Score -4102478 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -4102520.250000 Penalty: 5169.702148
	Iteration 19Q: 3 clusters Score -4102520 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -4102550.250000 Penalty: 5169.702148
	Iteration 20F: 3 clusters Score -4102550 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -4102577.750000 Penalty: 5169.702148
	Iteration 21Q: 3 clusters Score -4102578 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -4102599.750000 Penalty: 5169.702148
	Iteration 22Q: 3 clusters Score -4102600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -4102620.750000 Penalty: 5169.702148
	Iteration 23Q: 3 clusters Score -4102621 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -4102631.250000 Penalty: 5169.702148
	Iteration 24Q: 3 clusters Score -4102631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -4102636.500000 Penalty: 5169.702148
	Iteration 25Q: 3 clusters Score -4102636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -4102640.500000 Penalty: 5169.702148
	Iteration 26Q: 3 clusters Score -4102640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -4102642.750000 Penalty: 5169.702148
	Iteration 27Q: 3 clusters Score -4102643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -4102646.750000 Penalty: 5169.702148
	Iteration 28Q: 3 clusters Score -4102647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -4102642.500000 Penalty: 5169.702148
	Iteration 29Q: 3 clusters Score -4102642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -4102646.500000 Penalty: 5169.702148
	Iteration 30Q: 3 clusters Score -4102646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -4102650.000000 Penalty: 5169.702148
	Iteration 31Q: 3 clusters Score -4102650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -4102655.500000 Penalty: 5169.702148
	Iteration 32Q: 3 clusters Score -4102656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -4102655.750000 Penalty: 5169.702148
	Iteration 33Q: 3 clusters Score -4102656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -4102658.750000 Penalty: 5169.702148
	Iteration 34Q: 3 clusters Score -4102659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -4102659.250000 Penalty: 5169.702148
	Iteration 35Q: 3 clusters Score -4102659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -4102659.250000 Penalty: 5169.702148
	Iteration 36F: 3 clusters Score -4102659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Entering Unmasked Estep 
Score: -4718425.500000 Penalty: 2618.673340
	Iteration 0F: 2 clusters Score -4718426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -4692200.500000 Penalty: 5237.346680
	Iteration 0F: 3 clusters Score -4692200 nChanged 17585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -4701928.500000 Penalty: 5237.346680
	Iteration 1F: 3 clusters Score -4701928 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -4702662.500000 Penalty: 5237.346680
	Iteration 2F: 3 clusters Score -4702662 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -4703299.500000 Penalty: 5237.346680
	Iteration 3Q: 3 clusters Score -4703300 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -4703906.000000 Penalty: 5237.346680
	Iteration 4Q: 3 clusters Score -4703906 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -4704401.000000 Penalty: 5237.346680
	Iteration 5Q: 3 clusters Score -4704401 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -4704956.500000 Penalty: 5237.346680
	Iteration 6Q: 3 clusters Score -4704956 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -4705530.000000 Penalty: 5237.346680
	Iteration 7Q: 3 clusters Score -4705530 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -4706157.000000 Penalty: 5237.346680
	Iteration 8Q: 3 clusters Score -4706157 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -4706845.500000 Penalty: 5237.346680
	Iteration 9Q: 3 clusters Score -4706846 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -4707557.000000 Penalty: 5237.346680
	Iteration 10Q: 3 clusters Score -4707557 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -4708374.500000 Penalty: 5237.346680
	Iteration 11Q: 3 clusters Score -4708374 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -4709213.000000 Penalty: 5237.346680
	Iteration 12Q: 3 clusters Score -4709213 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -4710186.000000 Penalty: 5237.346680
	Iteration 13Q: 3 clusters Score -4710186 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -4710981.500000 Penalty: 5237.346680
	Iteration 14Q: 3 clusters Score -4710982 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -4711643.000000 Penalty: 5237.346680
	Iteration 15Q: 3 clusters Score -4711643 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -4712230.500000 Penalty: 5237.346680
	Iteration 16Q: 3 clusters Score -4712230 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -4712711.000000 Penalty: 5237.346680
	Iteration 17Q: 3 clusters Score -4712711 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -4713022.500000 Penalty: 5237.346680
	Iteration 18Q: 3 clusters Score -4713022 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -4713283.500000 Penalty: 5237.346680
	Iteration 19Q: 3 clusters Score -4713284 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -4713561.500000 Penalty: 5237.346680
	Iteration 20F: 3 clusters Score -4713562 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -4713792.500000 Penalty: 5237.346680
	Iteration 21Q: 3 clusters Score -4713792 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -4714023.500000 Penalty: 5237.346680
	Iteration 22Q: 3 clusters Score -4714024 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -4714259.500000 Penalty: 5237.346680
	Iteration 23Q: 3 clusters Score -4714260 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -4714488.000000 Penalty: 5237.346680
	Iteration 24Q: 3 clusters Score -4714488 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -4714701.500000 Penalty: 5237.346680
	Iteration 25Q: 3 clusters Score -4714702 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -4714949.000000 Penalty: 5237.346680
	Iteration 26Q: 3 clusters Score -4714949 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -4715169.000000 Penalty: 5237.346680
	Iteration 27Q: 3 clusters Score -4715169 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4715343.000000 Penalty: 5237.346680
	Iteration 28Q: 3 clusters Score -4715343 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4715541.000000 Penalty: 5237.346680
	Iteration 29Q: 3 clusters Score -4715541 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4715685.500000 Penalty: 5237.346680
	Iteration 30Q: 3 clusters Score -4715686 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4715783.500000 Penalty: 5237.346680
	Iteration 31Q: 3 clusters Score -4715784 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4715863.000000 Penalty: 5237.346680
	Iteration 32Q: 3 clusters Score -4715863 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4715936.000000 Penalty: 5237.346680
	Iteration 33Q: 3 clusters Score -4715936 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4715971.500000 Penalty: 5237.346680
	Iteration 34Q: 3 clusters Score -4715972 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4716014.000000 Penalty: 5237.346680
	Iteration 35Q: 3 clusters Score -4716014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4716028.500000 Penalty: 5237.346680
	Iteration 36Q: 3 clusters Score -4716028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4716046.000000 Penalty: 5237.346680
	Iteration 37Q: 3 clusters Score -4716046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4716062.500000 Penalty: 5237.346680
	Iteration 38Q: 3 clusters Score -4716062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4716071.500000 Penalty: 5237.346680
	Iteration 39Q: 3 clusters Score -4716072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4716080.000000 Penalty: 5237.346680
	Iteration 40F: 3 clusters Score -4716080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4716097.000000 Penalty: 5237.346680
	Iteration 41Q: 3 clusters Score -4716097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4716116.500000 Penalty: 5237.346680
	Iteration 42Q: 3 clusters Score -4716116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4716126.500000 Penalty: 5237.346680
	Iteration 43Q: 3 clusters Score -4716126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4716149.000000 Penalty: 5237.346680
	Iteration 44Q: 3 clusters Score -4716149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4716166.500000 Penalty: 5237.346680
	Iteration 45Q: 3 clusters Score -4716166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4716179.000000 Penalty: 5237.346680
	Iteration 46Q: 3 clusters Score -4716179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4716191.500000 Penalty: 5237.346680
	Iteration 47Q: 3 clusters Score -4716192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4716210.500000 Penalty: 5237.346680
	Iteration 48Q: 3 clusters Score -4716210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4716210.500000 Penalty: 5237.346680
	Iteration 49Q: 3 clusters Score -4716210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4716216.500000 Penalty: 5237.346680
	Iteration 50Q: 3 clusters Score -4716216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4716226.000000 Penalty: 5237.346680
	Iteration 51Q: 3 clusters Score -4716226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4716225.500000 Penalty: 5237.346680
	Iteration 52Q: 3 clusters Score -4716226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4716237.000000 Penalty: 5237.346680
	Iteration 53Q: 3 clusters Score -4716237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4716238.000000 Penalty: 5237.346680
	Iteration 54Q: 3 clusters Score -4716238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4716239.500000 Penalty: 5237.346680
	Iteration 55Q: 3 clusters Score -4716240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4716237.000000 Penalty: 5237.346680
	Iteration 56Q: 3 clusters Score -4716237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4716239.500000 Penalty: 5237.346680
	Iteration 57Q: 3 clusters Score -4716240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4716240.500000 Penalty: 5237.346680
	Iteration 58Q: 3 clusters Score -4716240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4716240.500000 Penalty: 5237.346680
	Iteration 59F: 3 clusters Score -4716240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Entering Unmasked Estep 
Score: -1964189.500000 Penalty: 2403.683594
	Iteration 0F: 2 clusters Score -1964190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1952607.500000 Penalty: 4807.367188
	Iteration 0F: 3 clusters Score -1952608 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1956354.375000 Penalty: 4807.367188
	Iteration 1F: 3 clusters Score -1956354 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1956804.750000 Penalty: 4807.367188
	Iteration 2F: 3 clusters Score -1956805 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1957229.125000 Penalty: 4807.367188
	Iteration 3F: 3 clusters Score -1957229 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1957745.500000 Penalty: 4807.367188
	Iteration 4F: 3 clusters Score -1957746 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1958366.000000 Penalty: 4807.367188
	Iteration 5F: 3 clusters Score -1958366 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1959094.500000 Penalty: 4807.367188
	Iteration 6F: 3 clusters Score -1959094 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1959931.125000 Penalty: 4807.367188
	Iteration 7F: 3 clusters Score -1959931 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1960654.000000 Penalty: 4807.367188
	Iteration 8F: 3 clusters Score -1960654 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1961194.625000 Penalty: 4807.367188
	Iteration 9Q: 3 clusters Score -1961195 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1961570.500000 Penalty: 4807.367188
	Iteration 10Q: 3 clusters Score -1961570 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1961815.125000 Penalty: 4807.367188
	Iteration 11Q: 3 clusters Score -1961815 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1961970.000000 Penalty: 4807.367188
	Iteration 12Q: 3 clusters Score -1961970 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1962099.250000 Penalty: 4807.367188
	Iteration 13Q: 3 clusters Score -1962099 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1962242.000000 Penalty: 4807.367188
	Iteration 14Q: 3 clusters Score -1962242 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1962337.250000 Penalty: 4807.367188
	Iteration 15Q: 3 clusters Score -1962337 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1962401.625000 Penalty: 4807.367188
	Iteration 16Q: 3 clusters Score -1962402 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1962452.250000 Penalty: 4807.367188
	Iteration 17Q: 3 clusters Score -1962452 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1962495.625000 Penalty: 4807.367188
	Iteration 18Q: 3 clusters Score -1962496 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1962544.875000 Penalty: 4807.367188
	Iteration 19Q: 3 clusters Score -1962545 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1962578.500000 Penalty: 4807.367188
	Iteration 20F: 3 clusters Score -1962578 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1962609.500000 Penalty: 4807.367188
	Iteration 21Q: 3 clusters Score -1962610 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1962625.375000 Penalty: 4807.367188
	Iteration 22Q: 3 clusters Score -1962625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1962635.000000 Penalty: 4807.367188
	Iteration 23Q: 3 clusters Score -1962635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1962642.875000 Penalty: 4807.367188
	Iteration 24Q: 3 clusters Score -1962643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1962649.875000 Penalty: 4807.367188
	Iteration 25Q: 3 clusters Score -1962650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1962657.125000 Penalty: 4807.367188
	Iteration 26Q: 3 clusters Score -1962657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1962661.000000 Penalty: 4807.367188
	Iteration 27Q: 3 clusters Score -1962661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1962664.625000 Penalty: 4807.367188
	Iteration 28Q: 3 clusters Score -1962665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1962667.000000 Penalty: 4807.367188
	Iteration 29Q: 3 clusters Score -1962667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1962668.125000 Penalty: 4807.367188
	Iteration 30Q: 3 clusters Score -1962668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1962672.875000 Penalty: 4807.367188
	Iteration 31Q: 3 clusters Score -1962673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1962673.750000 Penalty: 4807.367188
	Iteration 32Q: 3 clusters Score -1962674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1962677.375000 Penalty: 4807.367188
	Iteration 33Q: 3 clusters Score -1962677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1962677.375000 Penalty: 4807.367188
	Iteration 34Q: 3 clusters Score -1962677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1962675.500000 Penalty: 4807.367188
	Iteration 35Q: 3 clusters Score -1962676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1962675.500000 Penalty: 4807.367188
	Iteration 36F: 3 clusters Score -1962676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Entering Unmasked Estep 
Score: -2925714.000000 Penalty: 2503.195068
	Iteration 0F: 2 clusters Score -2925714 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 12102 members 
Entering Unmasked Estep 
Score: -2908952.750000 Penalty: 5006.390137
	Iteration 0F: 3 clusters Score -2908953 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2914635.250000 Penalty: 5006.390137
	Iteration 1F: 3 clusters Score -2914635 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2915272.500000 Penalty: 5006.390137
	Iteration 2F: 3 clusters Score -2915272 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2916068.500000 Penalty: 5006.390137
	Iteration 3F: 3 clusters Score -2916068 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2916917.000000 Penalty: 5006.390137
	Iteration 4F: 3 clusters Score -2916917 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2917776.000000 Penalty: 5006.390137
	Iteration 5F: 3 clusters Score -2917776 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2918556.250000 Penalty: 5006.390137
	Iteration 6F: 3 clusters Score -2918556 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2919217.750000 Penalty: 5006.390137
	Iteration 7F: 3 clusters Score -2919218 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2919806.750000 Penalty: 5006.390137
	Iteration 8Q: 3 clusters Score -2919807 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2920221.500000 Penalty: 5006.390137
	Iteration 9Q: 3 clusters Score -2920222 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2920539.250000 Penalty: 5006.390137
	Iteration 10Q: 3 clusters Score -2920539 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2920816.750000 Penalty: 5006.390137
	Iteration 11Q: 3 clusters Score -2920817 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2921048.000000 Penalty: 5006.390137
	Iteration 12Q: 3 clusters Score -2921048 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2921280.500000 Penalty: 5006.390137
	Iteration 13Q: 3 clusters Score -2921280 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2921492.750000 Penalty: 5006.390137
	Iteration 14Q: 3 clusters Score -2921493 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2921745.750000 Penalty: 5006.390137
	Iteration 15Q: 3 clusters Score -2921746 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -2922014.000000 Penalty: 5006.390137
	Iteration 16Q: 3 clusters Score -2922014 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2922327.250000 Penalty: 5006.390137
	Iteration 17Q: 3 clusters Score -2922327 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2922633.000000 Penalty: 5006.390137
	Iteration 18Q: 3 clusters Score -2922633 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2922893.500000 Penalty: 5006.390137
	Iteration 19Q: 3 clusters Score -2922894 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2923113.750000 Penalty: 5006.390137
	Iteration 20F: 3 clusters Score -2923114 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2923275.500000 Penalty: 5006.390137
	Iteration 21Q: 3 clusters Score -2923276 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -2923380.500000 Penalty: 5006.390137
	Iteration 22Q: 3 clusters Score -2923380 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2923456.500000 Penalty: 5006.390137
	Iteration 23Q: 3 clusters Score -2923456 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2923512.000000 Penalty: 5006.390137
	Iteration 24Q: 3 clusters Score -2923512 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2923539.250000 Penalty: 5006.390137
	Iteration 25Q: 3 clusters Score -2923539 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -2923572.500000 Penalty: 5006.390137
	Iteration 26Q: 3 clusters Score -2923572 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2923603.250000 Penalty: 5006.390137
	Iteration 27Q: 3 clusters Score -2923603 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -2923620.000000 Penalty: 5006.390137
	Iteration 28Q: 3 clusters Score -2923620 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -2923625.500000 Penalty: 5006.390137
	Iteration 29Q: 3 clusters Score -2923626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2923638.000000 Penalty: 5006.390137
	Iteration 30Q: 3 clusters Score -2923638 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2923651.500000 Penalty: 5006.390137
	Iteration 31Q: 3 clusters Score -2923652 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2923670.000000 Penalty: 5006.390137
	Iteration 32Q: 3 clusters Score -2923670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -2923680.500000 Penalty: 5006.390137
	Iteration 33Q: 3 clusters Score -2923680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2923683.000000 Penalty: 5006.390137
	Iteration 34Q: 3 clusters Score -2923683 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -2923692.000000 Penalty: 5006.390137
	Iteration 35Q: 3 clusters Score -2923692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -2923702.750000 Penalty: 5006.390137
	Iteration 36Q: 3 clusters Score -2923703 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2923707.250000 Penalty: 5006.390137
	Iteration 37Q: 3 clusters Score -2923707 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -2923718.750000 Penalty: 5006.390137
	Iteration 38Q: 3 clusters Score -2923719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -2923734.000000 Penalty: 5006.390137
	Iteration 39Q: 3 clusters Score -2923734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -2923727.500000 Penalty: 5006.390137
	Iteration 40F: 3 clusters Score -2923728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -2923731.750000 Penalty: 5006.390137
	Iteration 41Q: 3 clusters Score -2923732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -2923741.500000 Penalty: 5006.390137
	Iteration 42Q: 3 clusters Score -2923742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2923753.750000 Penalty: 5006.390137
	Iteration 43Q: 3 clusters Score -2923754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -2923755.000000 Penalty: 5006.390137
	Iteration 44Q: 3 clusters Score -2923755 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -2923754.500000 Penalty: 5006.390137
	Iteration 45Q: 3 clusters Score -2923754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -2923769.000000 Penalty: 5006.390137
	Iteration 46Q: 3 clusters Score -2923769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2923769.000000 Penalty: 5006.390137
	Iteration 47Q: 3 clusters Score -2923769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -2923768.500000 Penalty: 5006.390137
	Iteration 48Q: 3 clusters Score -2923768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -2923778.000000 Penalty: 5006.390137
	Iteration 49Q: 3 clusters Score -2923778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -2923776.250000 Penalty: 5006.390137
	Iteration 50Q: 3 clusters Score -2923776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -2923789.750000 Penalty: 5006.390137
	Iteration 51Q: 3 clusters Score -2923790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -2923794.000000 Penalty: 5006.390137
	Iteration 52Q: 3 clusters Score -2923794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2923786.750000 Penalty: 5006.390137
	Iteration 53Q: 3 clusters Score -2923787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2923791.500000 Penalty: 5006.390137
	Iteration 54Q: 3 clusters Score -2923792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -2923791.000000 Penalty: 5006.390137
	Iteration 55Q: 3 clusters Score -2923791 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2923800.500000 Penalty: 5006.390137
	Iteration 56Q: 3 clusters Score -2923800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -2923799.000000 Penalty: 5006.390137
	Iteration 57Q: 3 clusters Score -2923799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -2923810.500000 Penalty: 5006.390137
	Iteration 58Q: 3 clusters Score -2923810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -2923806.000000 Penalty: 5006.390137
	Iteration 59Q: 3 clusters Score -2923806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -2923810.000000 Penalty: 5006.390137
	Iteration 60F: 3 clusters Score -2923810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -2923810.750000 Penalty: 5006.390137
	Iteration 61Q: 3 clusters Score -2923811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -2923809.000000 Penalty: 5006.390137
	Iteration 62Q: 3 clusters Score -2923809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2923811.000000 Penalty: 5006.390137
	Iteration 63Q: 3 clusters Score -2923811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2923811.000000 Penalty: 5006.390137
	Iteration 64F: 3 clusters Score -2923811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Entering Unmasked Estep 
Score: -2952423.000000 Penalty: 2499.871338
	Iteration 0F: 2 clusters Score -2952423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2935839.250000 Penalty: 4999.742676
	Iteration 0F: 3 clusters Score -2935839 nChanged 10555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2941633.250000 Penalty: 4999.742676
	Iteration 1F: 3 clusters Score -2941633 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2942080.500000 Penalty: 4999.742676
	Iteration 2F: 3 clusters Score -2942080 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2942524.500000 Penalty: 4999.742676
	Iteration 3Q: 3 clusters Score -2942524 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2943012.000000 Penalty: 4999.742676
	Iteration 4Q: 3 clusters Score -2943012 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2943654.750000 Penalty: 4999.742676
	Iteration 5F: 3 clusters Score -2943655 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2944474.000000 Penalty: 4999.742676
	Iteration 6F: 3 clusters Score -2944474 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2945444.500000 Penalty: 4999.742676
	Iteration 7F: 3 clusters Score -2945444 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2946537.750000 Penalty: 4999.742676
	Iteration 8F: 3 clusters Score -2946538 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2947606.250000 Penalty: 4999.742676
	Iteration 9F: 3 clusters Score -2947606 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2948441.250000 Penalty: 4999.742676
	Iteration 10Q: 3 clusters Score -2948441 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2949060.000000 Penalty: 4999.742676
	Iteration 11Q: 3 clusters Score -2949060 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2949475.250000 Penalty: 4999.742676
	Iteration 12Q: 3 clusters Score -2949475 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2949720.750000 Penalty: 4999.742676
	Iteration 13Q: 3 clusters Score -2949721 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2949865.500000 Penalty: 4999.742676
	Iteration 14Q: 3 clusters Score -2949866 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2949994.750000 Penalty: 4999.742676
	Iteration 15Q: 3 clusters Score -2949995 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2950074.500000 Penalty: 4999.742676
	Iteration 16Q: 3 clusters Score -2950074 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2950127.250000 Penalty: 4999.742676
	Iteration 17Q: 3 clusters Score -2950127 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2950166.500000 Penalty: 4999.742676
	Iteration 18Q: 3 clusters Score -2950166 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2950203.000000 Penalty: 4999.742676
	Iteration 19Q: 3 clusters Score -2950203 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2950235.750000 Penalty: 4999.742676
	Iteration 20F: 3 clusters Score -2950236 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2950266.250000 Penalty: 4999.742676
	Iteration 21Q: 3 clusters Score -2950266 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2950285.250000 Penalty: 4999.742676
	Iteration 22Q: 3 clusters Score -2950285 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2950306.500000 Penalty: 4999.742676
	Iteration 23Q: 3 clusters Score -2950306 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2950322.250000 Penalty: 4999.742676
	Iteration 24Q: 3 clusters Score -2950322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2950335.250000 Penalty: 4999.742676
	Iteration 25Q: 3 clusters Score -2950335 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2950346.250000 Penalty: 4999.742676
	Iteration 26Q: 3 clusters Score -2950346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2950359.500000 Penalty: 4999.742676
	Iteration 27Q: 3 clusters Score -2950360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2950364.500000 Penalty: 4999.742676
	Iteration 28Q: 3 clusters Score -2950364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2950372.750000 Penalty: 4999.742676
	Iteration 29Q: 3 clusters Score -2950373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2950379.000000 Penalty: 4999.742676
	Iteration 30Q: 3 clusters Score -2950379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2950382.250000 Penalty: 4999.742676
	Iteration 31Q: 3 clusters Score -2950382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2950388.750000 Penalty: 4999.742676
	Iteration 32Q: 3 clusters Score -2950389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2950393.750000 Penalty: 4999.742676
	Iteration 33Q: 3 clusters Score -2950394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2950397.250000 Penalty: 4999.742676
	Iteration 34Q: 3 clusters Score -2950397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2950400.500000 Penalty: 4999.742676
	Iteration 35Q: 3 clusters Score -2950400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2950401.500000 Penalty: 4999.742676
	Iteration 36Q: 3 clusters Score -2950402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2950399.000000 Penalty: 4999.742676
	Iteration 37Q: 3 clusters Score -2950399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2950400.750000 Penalty: 4999.742676
	Iteration 38Q: 3 clusters Score -2950401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2950406.250000 Penalty: 4999.742676
	Iteration 39Q: 3 clusters Score -2950406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2950406.000000 Penalty: 4999.742676
	Iteration 40F: 3 clusters Score -2950406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2950410.000000 Penalty: 4999.742676
	Iteration 41Q: 3 clusters Score -2950410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2950411.250000 Penalty: 4999.742676
	Iteration 42Q: 3 clusters Score -2950411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2950412.000000 Penalty: 4999.742676
	Iteration 43Q: 3 clusters Score -2950412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2950417.750000 Penalty: 4999.742676
	Iteration 44Q: 3 clusters Score -2950418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2950422.500000 Penalty: 4999.742676
	Iteration 45Q: 3 clusters Score -2950422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2950421.250000 Penalty: 4999.742676
	Iteration 46Q: 3 clusters Score -2950421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2950425.750000 Penalty: 4999.742676
	Iteration 47Q: 3 clusters Score -2950426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2950423.500000 Penalty: 4999.742676
	Iteration 48Q: 3 clusters Score -2950424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2950426.000000 Penalty: 4999.742676
	Iteration 49Q: 3 clusters Score -2950426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2950430.000000 Penalty: 4999.742676
	Iteration 50Q: 3 clusters Score -2950430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2950428.250000 Penalty: 4999.742676
	Iteration 51Q: 3 clusters Score -2950428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2950434.250000 Penalty: 4999.742676
	Iteration 52Q: 3 clusters Score -2950434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2950436.000000 Penalty: 4999.742676
	Iteration 53Q: 3 clusters Score -2950436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2950437.000000 Penalty: 4999.742676
	Iteration 54Q: 3 clusters Score -2950437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2950434.000000 Penalty: 4999.742676
	Iteration 55Q: 3 clusters Score -2950434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2950436.250000 Penalty: 4999.742676
	Iteration 56Q: 3 clusters Score -2950436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2950436.000000 Penalty: 4999.742676
	Iteration 57Q: 3 clusters Score -2950436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2950432.000000 Penalty: 4999.742676
	Iteration 58Q: 3 clusters Score -2950432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2950439.500000 Penalty: 4999.742676
	Iteration 59Q: 3 clusters Score -2950440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2950438.750000 Penalty: 4999.742676
	Iteration 60F: 3 clusters Score -2950439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (229865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229865 members 
Entering Unmasked Estep 
Score: -27771688.000000 Penalty: 3061.621338
	Iteration 0F: 2 clusters Score -2.777169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114801 members 
Mstep: Class 2 contains 115064 members 
Entering Unmasked Estep 
Score: -27618538.000000 Penalty: 6123.242676
	Iteration 0F: 3 clusters Score -2.761854e+07 nChanged 110799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110808 members 
Mstep: Class 2 contains 119057 members 
Entering Unmasked Estep 
Score: -27683554.000000 Penalty: 6123.242676
	Iteration 1F: 3 clusters Score -2.768355e+07 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108167 members 
Mstep: Class 2 contains 121698 members 
Entering Unmasked Estep 
Score: -27685424.000000 Penalty: 6123.242676
	Iteration 2Q: 3 clusters Score -2.768542e+07 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104085 members 
Mstep: Class 2 contains 125780 members 
Entering Unmasked Estep 
Score: -27687928.000000 Penalty: 6123.242676
	Iteration 3Q: 3 clusters Score -2.768793e+07 nChanged 10204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97879 members 
Mstep: Class 2 contains 131986 members 
Entering Unmasked Estep 
Score: -27691738.000000 Penalty: 6123.242676
	Iteration 4Q: 3 clusters Score -2.769174e+07 nChanged 12312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89247 members 
Mstep: Class 2 contains 140618 members 
Entering Unmasked Estep 
Score: -27697920.000000 Penalty: 6123.242676
	Iteration 5F: 3 clusters Score -2.769792e+07 nChanged 14649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78028 members 
Mstep: Class 2 contains 151837 members 
Entering Unmasked Estep 
Score: -27706332.000000 Penalty: 6123.242676
	Iteration 6F: 3 clusters Score -2.770633e+07 nChanged 16041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64745 members 
Mstep: Class 2 contains 165120 members 
Entering Unmasked Estep 
Score: -27716730.000000 Penalty: 6123.242676
	Iteration 7F: 3 clusters Score -2.771673e+07 nChanged 16081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50478 members 
Mstep: Class 2 contains 179387 members 
Entering Unmasked Estep 
Score: -27728136.000000 Penalty: 6123.242676
	Iteration 8F: 3 clusters Score -2.772814e+07 nChanged 14654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 193257 members 
Entering Unmasked Estep 
Score: -27739170.000000 Penalty: 6123.242676
	Iteration 9F: 3 clusters Score -2.773917e+07 nChanged 12394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 205455 members 
Entering Unmasked Estep 
Score: -27749162.000000 Penalty: 6123.242676
	Iteration 10F: 3 clusters Score -2.774916e+07 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 215128 members 
Entering Unmasked Estep 
Score: -27757274.000000 Penalty: 6123.242676
	Iteration 11Q: 3 clusters Score -2.775727e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 221675 members 
Entering Unmasked Estep 
Score: -27763166.000000 Penalty: 6123.242676
	Iteration 12Q: 3 clusters Score -2.776317e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 225326 members 
Entering Unmasked Estep 
Score: -27766306.000000 Penalty: 6123.242676
	Iteration 13Q: 3 clusters Score -2.776631e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 227099 members 
Entering Unmasked Estep 
Score: -27767638.000000 Penalty: 6123.242676
	Iteration 14Q: 3 clusters Score -2.776764e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 227913 members 
Entering Unmasked Estep 
Score: -27768310.000000 Penalty: 6123.242676
	Iteration 15Q: 3 clusters Score -2.776831e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 228352 members 
Entering Unmasked Estep 
Score: -27768722.000000 Penalty: 6123.242676
	Iteration 16Q: 3 clusters Score -2.776872e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 228569 members 
Entering Unmasked Estep 
Score: -27768906.000000 Penalty: 6123.242676
	Iteration 17Q: 3 clusters Score -2.776891e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 228687 members 
Entering Unmasked Estep 
Score: -27768994.000000 Penalty: 6123.242676
	Iteration 18Q: 3 clusters Score -2.776899e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 228776 members 
Entering Unmasked Estep 
Score: -27769084.000000 Penalty: 6123.242676
	Iteration 19Q: 3 clusters Score -2.776908e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 228842 members 
Entering Unmasked Estep 
Score: -27769104.000000 Penalty: 6123.242676
	Iteration 20F: 3 clusters Score -2.77691e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 228879 members 
Entering Unmasked Estep 
Score: -27769154.000000 Penalty: 6123.242676
	Iteration 21Q: 3 clusters Score -2.776915e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 228912 members 
Entering Unmasked Estep 
Score: -27769182.000000 Penalty: 6123.242676
	Iteration 22Q: 3 clusters Score -2.776918e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 228935 members 
Entering Unmasked Estep 
Score: -27769220.000000 Penalty: 6123.242676
	Iteration 23Q: 3 clusters Score -2.776922e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 228942 members 
Entering Unmasked Estep 
Score: -27769236.000000 Penalty: 6123.242676
	Iteration 24Q: 3 clusters Score -2.776924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 228947 members 
Entering Unmasked Estep 
Score: -27769248.000000 Penalty: 6123.242676
	Iteration 25Q: 3 clusters Score -2.776925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 228948 members 
Entering Unmasked Estep 
Score: -27769236.000000 Penalty: 6123.242676
	Iteration 26Q: 3 clusters Score -2.776924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 228945 members 
Entering Unmasked Estep 
Score: -27769224.000000 Penalty: 6123.242676
	Iteration 27Q: 3 clusters Score -2.776922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 228949 members 
Entering Unmasked Estep 
Score: -27769228.000000 Penalty: 6123.242676
	Iteration 28Q: 3 clusters Score -2.776923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 228956 members 
Entering Unmasked Estep 
Score: -27769240.000000 Penalty: 6123.242676
	Iteration 29Q: 3 clusters Score -2.776924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 228957 members 
Entering Unmasked Estep 
Score: -27769248.000000 Penalty: 6123.242676
	Iteration 30Q: 3 clusters Score -2.776925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 228962 members 
Entering Unmasked Estep 
Score: -27769260.000000 Penalty: 6123.242676
	Iteration 31Q: 3 clusters Score -2.776926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 228965 members 
Entering Unmasked Estep 
Score: -27769240.000000 Penalty: 6123.242676
	Iteration 32Q: 3 clusters Score -2.776924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 228971 members 
Entering Unmasked Estep 
Score: -27769238.000000 Penalty: 6123.242676
	Iteration 33Q: 3 clusters Score -2.776924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 228971 members 
Entering Unmasked Estep 
Score: -27769250.000000 Penalty: 6123.242676
	Iteration 34Q: 3 clusters Score -2.776925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 228970 members 
Entering Unmasked Estep 
Score: -27769256.000000 Penalty: 6123.242676
	Iteration 35Q: 3 clusters Score -2.776926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 228969 members 
Entering Unmasked Estep 
Score: -27769250.000000 Penalty: 6123.242676
	Iteration 36Q: 3 clusters Score -2.776925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 228970 members 
Entering Unmasked Estep 
Score: -27769256.000000 Penalty: 6123.242676
	Iteration 37Q: 3 clusters Score -2.776926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 228970 members 
Entering Unmasked Estep 
Score: -27769256.000000 Penalty: 6123.242676
	Iteration 38F: 3 clusters Score -2.776926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (118631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118631 members 
Entering Unmasked Estep 
Score: -14536371.000000 Penalty: 2897.575684
	Iteration 0F: 2 clusters Score -1.453637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 59403 members 
Entering Unmasked Estep 
Score: -14456963.000000 Penalty: 5795.151367
	Iteration 0F: 3 clusters Score -1.445696e+07 nChanged 56261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 59326 members 
Entering Unmasked Estep 
Score: -14489874.000000 Penalty: 5795.151367
	Iteration 1F: 3 clusters Score -1.448987e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59771 members 
Mstep: Class 2 contains 58860 members 
Entering Unmasked Estep 
Score: -14491238.000000 Penalty: 5795.151367
	Iteration 2Q: 3 clusters Score -1.449124e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60736 members 
Mstep: Class 2 contains 57895 members 
Entering Unmasked Estep 
Score: -14493223.000000 Penalty: 5795.151367
	Iteration 3Q: 3 clusters Score -1.449322e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62221 members 
Mstep: Class 2 contains 56410 members 
Entering Unmasked Estep 
Score: -14495542.000000 Penalty: 5795.151367
	Iteration 4Q: 3 clusters Score -1.449554e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64245 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -14498772.000000 Penalty: 5795.151367
	Iteration 5F: 3 clusters Score -1.449877e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66599 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -14502379.000000 Penalty: 5795.151367
	Iteration 6F: 3 clusters Score -1.450238e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68679 members 
Mstep: Class 2 contains 49952 members 
Entering Unmasked Estep 
Score: -14505646.000000 Penalty: 5795.151367
	Iteration 7F: 3 clusters Score -1.450565e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70310 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -14507866.000000 Penalty: 5795.151367
	Iteration 8F: 3 clusters Score -1.450787e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71556 members 
Mstep: Class 2 contains 47075 members 
Entering Unmasked Estep 
Score: -14509380.000000 Penalty: 5795.151367
	Iteration 9Q: 3 clusters Score -1.450938e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72495 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -14510485.000000 Penalty: 5795.151367
	Iteration 10Q: 3 clusters Score -1.451048e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73176 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -14510994.000000 Penalty: 5795.151367
	Iteration 11Q: 3 clusters Score -1.451099e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73749 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -14511286.000000 Penalty: 5795.151367
	Iteration 12Q: 3 clusters Score -1.451129e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74296 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -14511520.000000 Penalty: 5795.151367
	Iteration 13Q: 3 clusters Score -1.451152e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74891 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -14511742.000000 Penalty: 5795.151367
	Iteration 14Q: 3 clusters Score -1.451174e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75537 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -14511861.000000 Penalty: 5795.151367
	Iteration 15Q: 3 clusters Score -1.451186e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76266 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -14511935.000000 Penalty: 5795.151367
	Iteration 16Q: 3 clusters Score -1.451194e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77106 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -14511998.000000 Penalty: 5795.151367
	Iteration 17Q: 3 clusters Score -1.4512e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78092 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -14512171.000000 Penalty: 5795.151367
	Iteration 18Q: 3 clusters Score -1.451217e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79263 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -14512433.000000 Penalty: 5795.151367
	Iteration 19Q: 3 clusters Score -1.451243e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80686 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -14512711.000000 Penalty: 5795.151367
	Iteration 20F: 3 clusters Score -1.451271e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82376 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -14512985.000000 Penalty: 5795.151367
	Iteration 21Q: 3 clusters Score -1.451298e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84460 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -14513459.000000 Penalty: 5795.151367
	Iteration 22Q: 3 clusters Score -1.451346e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86941 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -14514162.000000 Penalty: 5795.151367
	Iteration 23Q: 3 clusters Score -1.451416e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89864 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -14515260.000000 Penalty: 5795.151367
	Iteration 24Q: 3 clusters Score -1.451526e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93259 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -14516560.000000 Penalty: 5795.151367
	Iteration 25Q: 3 clusters Score -1.451656e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97186 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -14518577.000000 Penalty: 5795.151367
	Iteration 26Q: 3 clusters Score -1.451858e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101428 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -14521175.000000 Penalty: 5795.151367
	Iteration 27Q: 3 clusters Score -1.452118e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105695 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -14523871.000000 Penalty: 5795.151367
	Iteration 28Q: 3 clusters Score -1.452387e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109713 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -14526978.000000 Penalty: 5795.151367
	Iteration 29Q: 3 clusters Score -1.452698e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113029 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -14529762.000000 Penalty: 5795.151367
	Iteration 30Q: 3 clusters Score -1.452976e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115271 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -14531499.000000 Penalty: 5795.151367
	Iteration 31Q: 3 clusters Score -1.45315e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116588 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -14532497.000000 Penalty: 5795.151367
	Iteration 32Q: 3 clusters Score -1.45325e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117322 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -14533082.000000 Penalty: 5795.151367
	Iteration 33Q: 3 clusters Score -1.453308e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117699 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -14533394.000000 Penalty: 5795.151367
	Iteration 34Q: 3 clusters Score -1.453339e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117884 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -14533564.000000 Penalty: 5795.151367
	Iteration 35Q: 3 clusters Score -1.453356e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117987 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -14533685.000000 Penalty: 5795.151367
	Iteration 36Q: 3 clusters Score -1.453368e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118045 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -14533721.000000 Penalty: 5795.151367
	Iteration 37Q: 3 clusters Score -1.453372e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118083 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -14533722.000000 Penalty: 5795.151367
	Iteration 38Q: 3 clusters Score -1.453372e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118117 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -14533780.000000 Penalty: 5795.151367
	Iteration 39Q: 3 clusters Score -1.453378e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118142 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -14533814.000000 Penalty: 5795.151367
	Iteration 40F: 3 clusters Score -1.453381e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118162 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -14533854.000000 Penalty: 5795.151367
	Iteration 41Q: 3 clusters Score -1.453385e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118181 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -14533874.000000 Penalty: 5795.151367
	Iteration 42Q: 3 clusters Score -1.453387e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118194 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -14533873.000000 Penalty: 5795.151367
	Iteration 43Q: 3 clusters Score -1.453387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118198 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -14533885.000000 Penalty: 5795.151367
	Iteration 44Q: 3 clusters Score -1.453388e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118207 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -14533890.000000 Penalty: 5795.151367
	Iteration 45Q: 3 clusters Score -1.453389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118211 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -14533892.000000 Penalty: 5795.151367
	Iteration 46Q: 3 clusters Score -1.453389e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118214 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -14533909.000000 Penalty: 5795.151367
	Iteration 47Q: 3 clusters Score -1.453391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118220 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -14533913.000000 Penalty: 5795.151367
	Iteration 48Q: 3 clusters Score -1.453391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118224 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -14533914.000000 Penalty: 5795.151367
	Iteration 49Q: 3 clusters Score -1.453391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118225 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -14533911.000000 Penalty: 5795.151367
	Iteration 50Q: 3 clusters Score -1.453391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118226 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -14533915.000000 Penalty: 5795.151367
	Iteration 51Q: 3 clusters Score -1.453392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118226 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -14533915.000000 Penalty: 5795.151367
	Iteration 52F: 3 clusters Score -1.453392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Entering Unmasked Estep 
Score: -1224722.625000 Penalty: 2298.404541
	Iteration 0F: 2 clusters Score -1224723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1216731.875000 Penalty: 4596.809082
	Iteration 0F: 3 clusters Score -1216732 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1219165.125000 Penalty: 4596.809082
	Iteration 1F: 3 clusters Score -1219165 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1219551.875000 Penalty: 4596.809082
	Iteration 2F: 3 clusters Score -1219552 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1219879.625000 Penalty: 4596.809082
	Iteration 3F: 3 clusters Score -1219880 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1220245.875000 Penalty: 4596.809082
	Iteration 4F: 3 clusters Score -1220246 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1220634.250000 Penalty: 4596.809082
	Iteration 5F: 3 clusters Score -1220634 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1221012.500000 Penalty: 4596.809082
	Iteration 6F: 3 clusters Score -1221012 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1221454.750000 Penalty: 4596.809082
	Iteration 7F: 3 clusters Score -1221455 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1221995.375000 Penalty: 4596.809082
	Iteration 8F: 3 clusters Score -1221995 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1222684.000000 Penalty: 4596.809082
	Iteration 9F: 3 clusters Score -1222684 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1223662.875000 Penalty: 4596.809082
	Iteration 10F: 3 clusters Score -1223663 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1224556.125000 Penalty: 4596.809082
	Iteration 11F: 3 clusters Score -1224556 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1225029.250000 Penalty: 4596.809082
	Iteration 12F: 3 clusters Score -1225029 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1225311.750000 Penalty: 4596.809082
	Iteration 13Q: 3 clusters Score -1225312 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1225474.500000 Penalty: 4596.809082
	Iteration 14Q: 3 clusters Score -1225474 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1225577.625000 Penalty: 4596.809082
	Iteration 15Q: 3 clusters Score -1225578 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1225667.500000 Penalty: 4596.809082
	Iteration 16Q: 3 clusters Score -1225668 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1225741.875000 Penalty: 4596.809082
	Iteration 17Q: 3 clusters Score -1225742 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1225810.750000 Penalty: 4596.809082
	Iteration 18Q: 3 clusters Score -1225811 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1225874.625000 Penalty: 4596.809082
	Iteration 19Q: 3 clusters Score -1225875 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1225921.875000 Penalty: 4596.809082
	Iteration 20F: 3 clusters Score -1225922 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1225972.625000 Penalty: 4596.809082
	Iteration 21Q: 3 clusters Score -1225973 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1225997.250000 Penalty: 4596.809082
	Iteration 22Q: 3 clusters Score -1225997 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1226017.000000 Penalty: 4596.809082
	Iteration 23Q: 3 clusters Score -1226017 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1226041.625000 Penalty: 4596.809082
	Iteration 24Q: 3 clusters Score -1226042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1226048.625000 Penalty: 4596.809082
	Iteration 25Q: 3 clusters Score -1226049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1226056.250000 Penalty: 4596.809082
	Iteration 26Q: 3 clusters Score -1226056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1226056.500000 Penalty: 4596.809082
	Iteration 27Q: 3 clusters Score -1226056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1226058.250000 Penalty: 4596.809082
	Iteration 28Q: 3 clusters Score -1226058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1226056.250000 Penalty: 4596.809082
	Iteration 29Q: 3 clusters Score -1226056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1226062.875000 Penalty: 4596.809082
	Iteration 30Q: 3 clusters Score -1226063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1226063.250000 Penalty: 4596.809082
	Iteration 31Q: 3 clusters Score -1226063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1226065.875000 Penalty: 4596.809082
	Iteration 32Q: 3 clusters Score -1226066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1226065.500000 Penalty: 4596.809082
	Iteration 33Q: 3 clusters Score -1226066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1226065.375000 Penalty: 4596.809082
	Iteration 34Q: 3 clusters Score -1226065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1226065.375000 Penalty: 4596.809082
	Iteration 35F: 3 clusters Score -1226065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 235439 members 
Mstep: Class 2 contains 12625 members 
Mstep: Class 3 contains 260905 members 
Mstep: Class 4 contains 31896 members 
Mstep: Class 5 contains 6930 members 
Mstep: Class 6 contains 67378 members 
Mstep: Class 7 contains 26325 members 
Mstep: Class 8 contains 33617 members 
Mstep: Class 9 contains 38529 members 
Mstep: Class 10 contains 16192 members 
Mstep: Class 11 contains 24186 members 
Mstep: Class 12 contains 23864 members 
Mstep: Class 13 contains 229865 members 
Mstep: Class 14 contains 118631 members 
Mstep: Class 15 contains 5279 members 
Mstep: Class 16 contains 70387 members 
Mstep: Class 17 contains 15905 members 
Mstep: Class 18 contains 2161 members 
Mstep: Class 19 contains 7128 members 
Mstep: Class 20 contains 32215 members 
Mstep: Class 21 contains 57344 members 
Mstep: Class 22 contains 931 members 
Mstep: Class 23 contains 9601 members 
Mstep: Class 24 contains 5312 members 
Entering Unmasked Estep 
Score: -158421680.000000 Penalty: 83939.164062
Splitting cluster 15 changes total score from -158415568.000000 to -158421680.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (70387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70387 members 
Entering Unmasked Estep 
Score: -8621589.000000 Penalty: 2768.117432
	Iteration 0F: 2 clusters Score -8621589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -8574507.000000 Penalty: 5536.234863
	Iteration 0F: 3 clusters Score -8574507 nChanged 33126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -8593507.000000 Penalty: 5536.234863
	Iteration 1F: 3 clusters Score -8593507 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -8594634.000000 Penalty: 5536.234863
	Iteration 2Q: 3 clusters Score -8594634 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -8596376.000000 Penalty: 5536.234863
	Iteration 3F: 3 clusters Score -8596376 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -8599057.000000 Penalty: 5536.234863
	Iteration 4F: 3 clusters Score -8599057 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -8602994.000000 Penalty: 5536.234863
	Iteration 5F: 3 clusters Score -8602994 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 55379 members 
Entering Unmasked Estep 
Score: -8607211.000000 Penalty: 5536.234863
	Iteration 6F: 3 clusters Score -8607211 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 59956 members 
Entering Unmasked Estep 
Score: -8611325.000000 Penalty: 5536.234863
	Iteration 7F: 3 clusters Score -8611325 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 63573 members 
Entering Unmasked Estep 
Score: -8614439.000000 Penalty: 5536.234863
	Iteration 8F: 3 clusters Score -8614439 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 66076 members 
Entering Unmasked Estep 
Score: -8616481.000000 Penalty: 5536.234863
	Iteration 9Q: 3 clusters Score -8616481 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 67645 members 
Entering Unmasked Estep 
Score: -8617631.000000 Penalty: 5536.234863
	Iteration 10Q: 3 clusters Score -8617631 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 68589 members 
Entering Unmasked Estep 
Score: -8618397.000000 Penalty: 5536.234863
	Iteration 11Q: 3 clusters Score -8618397 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 69106 members 
Entering Unmasked Estep 
Score: -8618831.000000 Penalty: 5536.234863
	Iteration 12Q: 3 clusters Score -8618831 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -8618997.000000 Penalty: 5536.234863
	Iteration 13Q: 3 clusters Score -8618997 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 69533 members 
Entering Unmasked Estep 
Score: -8619105.000000 Penalty: 5536.234863
	Iteration 14Q: 3 clusters Score -8619105 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 69610 members 
Entering Unmasked Estep 
Score: -8619158.000000 Penalty: 5536.234863
	Iteration 15Q: 3 clusters Score -8619158 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 69667 members 
Entering Unmasked Estep 
Score: -8619182.000000 Penalty: 5536.234863
	Iteration 16Q: 3 clusters Score -8619182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 69705 members 
Entering Unmasked Estep 
Score: -8619204.000000 Penalty: 5536.234863
	Iteration 17Q: 3 clusters Score -8619204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 69722 members 
Entering Unmasked Estep 
Score: -8619222.000000 Penalty: 5536.234863
	Iteration 18Q: 3 clusters Score -8619222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 69733 members 
Entering Unmasked Estep 
Score: -8619222.000000 Penalty: 5536.234863
	Iteration 19Q: 3 clusters Score -8619222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 69743 members 
Entering Unmasked Estep 
Score: -8619218.000000 Penalty: 5536.234863
	Iteration 20F: 3 clusters Score -8619218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -8619236.000000 Penalty: 5536.234863
	Iteration 21Q: 3 clusters Score -8619236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 69763 members 
Entering Unmasked Estep 
Score: -8619236.000000 Penalty: 5536.234863
	Iteration 22Q: 3 clusters Score -8619236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 69773 members 
Entering Unmasked Estep 
Score: -8619238.000000 Penalty: 5536.234863
	Iteration 23Q: 3 clusters Score -8619238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 69784 members 
Entering Unmasked Estep 
Score: -8619248.000000 Penalty: 5536.234863
	Iteration 24Q: 3 clusters Score -8619248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 69791 members 
Entering Unmasked Estep 
Score: -8619238.000000 Penalty: 5536.234863
	Iteration 25Q: 3 clusters Score -8619238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 69797 members 
Entering Unmasked Estep 
Score: -8619258.000000 Penalty: 5536.234863
	Iteration 26Q: 3 clusters Score -8619258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 69803 members 
Entering Unmasked Estep 
Score: -8619259.000000 Penalty: 5536.234863
	Iteration 27Q: 3 clusters Score -8619259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -8619267.000000 Penalty: 5536.234863
	Iteration 28Q: 3 clusters Score -8619267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 69806 members 
Entering Unmasked Estep 
Score: -8619278.000000 Penalty: 5536.234863
	Iteration 29Q: 3 clusters Score -8619278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 69810 members 
Entering Unmasked Estep 
Score: -8619278.000000 Penalty: 5536.234863
	Iteration 30Q: 3 clusters Score -8619278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 69814 members 
Entering Unmasked Estep 
Score: -8619288.000000 Penalty: 5536.234863
	Iteration 31Q: 3 clusters Score -8619288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 69815 members 
Entering Unmasked Estep 
Score: -8619278.000000 Penalty: 5536.234863
	Iteration 32Q: 3 clusters Score -8619278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 69817 members 
Entering Unmasked Estep 
Score: -8619283.000000 Penalty: 5536.234863
	Iteration 33Q: 3 clusters Score -8619283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 69818 members 
Entering Unmasked Estep 
Score: -8619279.000000 Penalty: 5536.234863
	Iteration 34Q: 3 clusters Score -8619279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 69818 members 
Entering Unmasked Estep 
Score: -8619279.000000 Penalty: 5536.234863
	Iteration 35F: 3 clusters Score -8619279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Entering Unmasked Estep 
Score: -1935290.250000 Penalty: 2399.248535
	Iteration 0F: 2 clusters Score -1935290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1923996.625000 Penalty: 4798.497070
	Iteration 0F: 3 clusters Score -1923997 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1928023.250000 Penalty: 4798.497070
	Iteration 1F: 3 clusters Score -1928023 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1928776.875000 Penalty: 4798.497070
	Iteration 2F: 3 clusters Score -1928777 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1929555.000000 Penalty: 4798.497070
	Iteration 3F: 3 clusters Score -1929555 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1930391.000000 Penalty: 4798.497070
	Iteration 4F: 3 clusters Score -1930391 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1931103.250000 Penalty: 4798.497070
	Iteration 5F: 3 clusters Score -1931103 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1931628.875000 Penalty: 4798.497070
	Iteration 6F: 3 clusters Score -1931629 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1931938.375000 Penalty: 4798.497070
	Iteration 7Q: 3 clusters Score -1931938 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1932151.500000 Penalty: 4798.497070
	Iteration 8Q: 3 clusters Score -1932152 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1932314.000000 Penalty: 4798.497070
	Iteration 9Q: 3 clusters Score -1932314 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1932442.500000 Penalty: 4798.497070
	Iteration 10Q: 3 clusters Score -1932442 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1932534.875000 Penalty: 4798.497070
	Iteration 11Q: 3 clusters Score -1932535 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1932626.000000 Penalty: 4798.497070
	Iteration 12Q: 3 clusters Score -1932626 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1932714.750000 Penalty: 4798.497070
	Iteration 13Q: 3 clusters Score -1932715 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1932797.125000 Penalty: 4798.497070
	Iteration 14Q: 3 clusters Score -1932797 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1932892.625000 Penalty: 4798.497070
	Iteration 15Q: 3 clusters Score -1932893 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1932967.625000 Penalty: 4798.497070
	Iteration 16Q: 3 clusters Score -1932968 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1933029.125000 Penalty: 4798.497070
	Iteration 17Q: 3 clusters Score -1933029 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1933090.750000 Penalty: 4798.497070
	Iteration 18Q: 3 clusters Score -1933091 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1933137.500000 Penalty: 4798.497070
	Iteration 19Q: 3 clusters Score -1933138 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1933185.750000 Penalty: 4798.497070
	Iteration 20F: 3 clusters Score -1933186 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1933241.875000 Penalty: 4798.497070
	Iteration 21Q: 3 clusters Score -1933242 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1933294.625000 Penalty: 4798.497070
	Iteration 22Q: 3 clusters Score -1933295 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1933350.250000 Penalty: 4798.497070
	Iteration 23Q: 3 clusters Score -1933350 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1933402.375000 Penalty: 4798.497070
	Iteration 24Q: 3 clusters Score -1933402 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1933463.125000 Penalty: 4798.497070
	Iteration 25Q: 3 clusters Score -1933463 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1933515.875000 Penalty: 4798.497070
	Iteration 26Q: 3 clusters Score -1933516 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1933561.250000 Penalty: 4798.497070
	Iteration 27Q: 3 clusters Score -1933561 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1933615.375000 Penalty: 4798.497070
	Iteration 28Q: 3 clusters Score -1933615 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1933666.500000 Penalty: 4798.497070
	Iteration 29Q: 3 clusters Score -1933666 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1933715.375000 Penalty: 4798.497070
	Iteration 30Q: 3 clusters Score -1933715 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1933764.625000 Penalty: 4798.497070
	Iteration 31Q: 3 clusters Score -1933765 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1933804.875000 Penalty: 4798.497070
	Iteration 32Q: 3 clusters Score -1933805 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1933850.750000 Penalty: 4798.497070
	Iteration 33Q: 3 clusters Score -1933851 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1933900.000000 Penalty: 4798.497070
	Iteration 34Q: 3 clusters Score -1933900 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1933956.375000 Penalty: 4798.497070
	Iteration 35Q: 3 clusters Score -1933956 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1934025.250000 Penalty: 4798.497070
	Iteration 36Q: 3 clusters Score -1934025 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1934076.875000 Penalty: 4798.497070
	Iteration 37Q: 3 clusters Score -1934077 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1934123.000000 Penalty: 4798.497070
	Iteration 38Q: 3 clusters Score -1934123 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1934178.375000 Penalty: 4798.497070
	Iteration 39Q: 3 clusters Score -1934178 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1934229.000000 Penalty: 4798.497070
	Iteration 40F: 3 clusters Score -1934229 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1934280.500000 Penalty: 4798.497070
	Iteration 41Q: 3 clusters Score -1934280 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1934325.375000 Penalty: 4798.497070
	Iteration 42Q: 3 clusters Score -1934325 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1934358.500000 Penalty: 4798.497070
	Iteration 43Q: 3 clusters Score -1934358 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1934383.750000 Penalty: 4798.497070
	Iteration 44Q: 3 clusters Score -1934384 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1934410.375000 Penalty: 4798.497070
	Iteration 45Q: 3 clusters Score -1934410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1934422.625000 Penalty: 4798.497070
	Iteration 46Q: 3 clusters Score -1934423 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1934447.375000 Penalty: 4798.497070
	Iteration 47Q: 3 clusters Score -1934447 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1934465.375000 Penalty: 4798.497070
	Iteration 48Q: 3 clusters Score -1934465 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1934479.000000 Penalty: 4798.497070
	Iteration 49Q: 3 clusters Score -1934479 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1934490.250000 Penalty: 4798.497070
	Iteration 50Q: 3 clusters Score -1934490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1934502.250000 Penalty: 4798.497070
	Iteration 51Q: 3 clusters Score -1934502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1934507.875000 Penalty: 4798.497070
	Iteration 52Q: 3 clusters Score -1934508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1934515.250000 Penalty: 4798.497070
	Iteration 53Q: 3 clusters Score -1934515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1934522.750000 Penalty: 4798.497070
	Iteration 54Q: 3 clusters Score -1934523 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1934528.625000 Penalty: 4798.497070
	Iteration 55Q: 3 clusters Score -1934529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1934537.250000 Penalty: 4798.497070
	Iteration 56Q: 3 clusters Score -1934537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1934540.250000 Penalty: 4798.497070
	Iteration 57Q: 3 clusters Score -1934540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1934538.000000 Penalty: 4798.497070
	Iteration 58Q: 3 clusters Score -1934538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1934539.875000 Penalty: 4798.497070
	Iteration 59Q: 3 clusters Score -1934540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1934542.375000 Penalty: 4798.497070
	Iteration 60F: 3 clusters Score -1934542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1934542.750000 Penalty: 4798.497070
	Iteration 61Q: 3 clusters Score -1934543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1934542.750000 Penalty: 4798.497070
	Iteration 62F: 3 clusters Score -1934543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Entering Unmasked Estep 
Score: -229194.078125 Penalty: 1904.224854
	Iteration 0F: 2 clusters Score -229194.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -226625.000000 Penalty: 3808.449707
	Iteration 0F: 3 clusters Score -226625 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -228166.296875 Penalty: 3808.449707
	Iteration 1F: 3 clusters Score -228166.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -230115.968750 Penalty: 3808.449707
	Iteration 2F: 3 clusters Score -230116 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -231818.468750 Penalty: 3808.449707
	Iteration 3F: 3 clusters Score -231818.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -233046.171875 Penalty: 3808.449707
	Iteration 4F: 3 clusters Score -233046.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -233636.187500 Penalty: 3808.449707
	Iteration 5Q: 3 clusters Score -233636.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -233686.921875 Penalty: 3808.449707
	Iteration 6Q: 3 clusters Score -233686.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -233743.953125 Penalty: 3808.449707
	Iteration 7Q: 3 clusters Score -233744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -233780.375000 Penalty: 3808.449707
	Iteration 8Q: 3 clusters Score -233780.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -233801.796875 Penalty: 3808.449707
	Iteration 9Q: 3 clusters Score -233801.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -233814.734375 Penalty: 3808.449707
	Iteration 10Q: 3 clusters Score -233814.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -233821.968750 Penalty: 3808.449707
	Iteration 11Q: 3 clusters Score -233822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -233825.671875 Penalty: 3808.449707
	Iteration 12Q: 3 clusters Score -233825.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -233827.375000 Penalty: 3808.449707
	Iteration 13Q: 3 clusters Score -233827.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -233827.375000 Penalty: 3808.449707
	Iteration 14F: 3 clusters Score -233827.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 235439 members 
Mstep: Class 2 contains 12625 members 
Mstep: Class 3 contains 260905 members 
Mstep: Class 4 contains 31896 members 
Mstep: Class 5 contains 6930 members 
Mstep: Class 6 contains 67378 members 
Mstep: Class 7 contains 26325 members 
Mstep: Class 8 contains 33617 members 
Mstep: Class 9 contains 38529 members 
Mstep: Class 10 contains 16192 members 
Mstep: Class 11 contains 24186 members 
Mstep: Class 12 contains 23864 members 
Mstep: Class 13 contains 229865 members 
Mstep: Class 14 contains 118631 members 
Mstep: Class 15 contains 5279 members 
Mstep: Class 16 contains 70387 members 
Mstep: Class 17 contains 15905 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 7128 members 
Mstep: Class 20 contains 32215 members 
Mstep: Class 21 contains 57344 members 
Mstep: Class 22 contains 931 members 
Mstep: Class 23 contains 9601 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 1321 members 
Entering Unmasked Estep 
Score: -158424736.000000 Penalty: 87436.632812
Splitting cluster 18 changes total score from -158415568.000000 to -158424736.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (7128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Entering Unmasked Estep 
Score: -860073.062500 Penalty: 2200.202881
	Iteration 0F: 2 clusters Score -860073.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -854254.312500 Penalty: 4400.405762
	Iteration 0F: 3 clusters Score -854254.3 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -855803.937500 Penalty: 4400.405762
	Iteration 1F: 3 clusters Score -855803.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -856129.937500 Penalty: 4400.405762
	Iteration 2F: 3 clusters Score -856129.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -856383.375000 Penalty: 4400.405762
	Iteration 3F: 3 clusters Score -856383.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -856569.937500 Penalty: 4400.405762
	Iteration 4Q: 3 clusters Score -856569.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -856738.875000 Penalty: 4400.405762
	Iteration 5Q: 3 clusters Score -856738.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -856885.125000 Penalty: 4400.405762
	Iteration 6Q: 3 clusters Score -856885.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -857069.062500 Penalty: 4400.405762
	Iteration 7Q: 3 clusters Score -857069.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -857247.125000 Penalty: 4400.405762
	Iteration 8Q: 3 clusters Score -857247.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -857407.250000 Penalty: 4400.405762
	Iteration 9Q: 3 clusters Score -857407.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -857543.875000 Penalty: 4400.405762
	Iteration 10Q: 3 clusters Score -857543.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -857644.187500 Penalty: 4400.405762
	Iteration 11Q: 3 clusters Score -857644.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -857731.312500 Penalty: 4400.405762
	Iteration 12Q: 3 clusters Score -857731.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -857799.500000 Penalty: 4400.405762
	Iteration 13Q: 3 clusters Score -857799.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -857851.500000 Penalty: 4400.405762
	Iteration 14Q: 3 clusters Score -857851.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -857901.875000 Penalty: 4400.405762
	Iteration 15Q: 3 clusters Score -857901.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -857932.750000 Penalty: 4400.405762
	Iteration 16Q: 3 clusters Score -857932.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -857952.375000 Penalty: 4400.405762
	Iteration 17Q: 3 clusters Score -857952.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -857969.250000 Penalty: 4400.405762
	Iteration 18Q: 3 clusters Score -857969.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -857986.437500 Penalty: 4400.405762
	Iteration 19Q: 3 clusters Score -857986.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -858007.875000 Penalty: 4400.405762
	Iteration 20F: 3 clusters Score -858007.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -858027.750000 Penalty: 4400.405762
	Iteration 21Q: 3 clusters Score -858027.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -858041.687500 Penalty: 4400.405762
	Iteration 22Q: 3 clusters Score -858041.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -858059.312500 Penalty: 4400.405762
	Iteration 23Q: 3 clusters Score -858059.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -858070.937500 Penalty: 4400.405762
	Iteration 24Q: 3 clusters Score -858070.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -858085.875000 Penalty: 4400.405762
	Iteration 25Q: 3 clusters Score -858085.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -858096.312500 Penalty: 4400.405762
	Iteration 26Q: 3 clusters Score -858096.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -858110.812500 Penalty: 4400.405762
	Iteration 27Q: 3 clusters Score -858110.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -858123.375000 Penalty: 4400.405762
	Iteration 28Q: 3 clusters Score -858123.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -858130.687500 Penalty: 4400.405762
	Iteration 29Q: 3 clusters Score -858130.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -858137.625000 Penalty: 4400.405762
	Iteration 30Q: 3 clusters Score -858137.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -858141.375000 Penalty: 4400.405762
	Iteration 31Q: 3 clusters Score -858141.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -858150.562500 Penalty: 4400.405762
	Iteration 32Q: 3 clusters Score -858150.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -858159.437500 Penalty: 4400.405762
	Iteration 33Q: 3 clusters Score -858159.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -858167.437500 Penalty: 4400.405762
	Iteration 34Q: 3 clusters Score -858167.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -858170.812500 Penalty: 4400.405762
	Iteration 35Q: 3 clusters Score -858170.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -858178.437500 Penalty: 4400.405762
	Iteration 36Q: 3 clusters Score -858178.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -858184.812500 Penalty: 4400.405762
	Iteration 37Q: 3 clusters Score -858184.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -858194.187500 Penalty: 4400.405762
	Iteration 38Q: 3 clusters Score -858194.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -858203.437500 Penalty: 4400.405762
	Iteration 39Q: 3 clusters Score -858203.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -858208.062500 Penalty: 4400.405762
	Iteration 40F: 3 clusters Score -858208.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -858212.000000 Penalty: 4400.405762
	Iteration 41Q: 3 clusters Score -858212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -858216.625000 Penalty: 4400.405762
	Iteration 42Q: 3 clusters Score -858216.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -858220.125000 Penalty: 4400.405762
	Iteration 43Q: 3 clusters Score -858220.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -858228.875000 Penalty: 4400.405762
	Iteration 44Q: 3 clusters Score -858228.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -858233.625000 Penalty: 4400.405762
	Iteration 45Q: 3 clusters Score -858233.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -858240.750000 Penalty: 4400.405762
	Iteration 46Q: 3 clusters Score -858240.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -858240.000000 Penalty: 4400.405762
	Iteration 47Q: 3 clusters Score -858240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -858244.125000 Penalty: 4400.405762
	Iteration 48Q: 3 clusters Score -858244.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -858246.812500 Penalty: 4400.405762
	Iteration 49Q: 3 clusters Score -858246.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -858250.000000 Penalty: 4400.405762
	Iteration 50Q: 3 clusters Score -858250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -858255.812500 Penalty: 4400.405762
	Iteration 51Q: 3 clusters Score -858255.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -858257.937500 Penalty: 4400.405762
	Iteration 52Q: 3 clusters Score -858257.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -858262.437500 Penalty: 4400.405762
	Iteration 53Q: 3 clusters Score -858262.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -858267.562500 Penalty: 4400.405762
	Iteration 54Q: 3 clusters Score -858267.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -858270.500000 Penalty: 4400.405762
	Iteration 55Q: 3 clusters Score -858270.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -858276.875000 Penalty: 4400.405762
	Iteration 56Q: 3 clusters Score -858276.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -858280.312500 Penalty: 4400.405762
	Iteration 57Q: 3 clusters Score -858280.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -858285.437500 Penalty: 4400.405762
	Iteration 58Q: 3 clusters Score -858285.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -858291.500000 Penalty: 4400.405762
	Iteration 59Q: 3 clusters Score -858291.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -858297.187500 Penalty: 4400.405762
	Iteration 60F: 3 clusters Score -858297.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -858304.562500 Penalty: 4400.405762
	Iteration 61Q: 3 clusters Score -858304.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -858308.500000 Penalty: 4400.405762
	Iteration 62Q: 3 clusters Score -858308.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -858308.000000 Penalty: 4400.405762
	Iteration 63Q: 3 clusters Score -858308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -858310.312500 Penalty: 4400.405762
	Iteration 64Q: 3 clusters Score -858310.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -858311.625000 Penalty: 4400.405762
	Iteration 65Q: 3 clusters Score -858311.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -858312.625000 Penalty: 4400.405762
	Iteration 66Q: 3 clusters Score -858312.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -858312.625000 Penalty: 4400.405762
	Iteration 67F: 3 clusters Score -858312.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Entering Unmasked Estep 
Score: -3975273.750000 Penalty: 2574.286377
	Iteration 0F: 2 clusters Score -3975274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -3953304.250000 Penalty: 5148.572754
	Iteration 0F: 3 clusters Score -3953304 nChanged 14603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -3961880.250000 Penalty: 5148.572754
	Iteration 1F: 3 clusters Score -3961880 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -3962883.500000 Penalty: 5148.572754
	Iteration 2F: 3 clusters Score -3962884 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -3963902.750000 Penalty: 5148.572754
	Iteration 3F: 3 clusters Score -3963903 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -3964875.250000 Penalty: 5148.572754
	Iteration 4F: 3 clusters Score -3964875 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -3965788.750000 Penalty: 5148.572754
	Iteration 5F: 3 clusters Score -3965789 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -3966860.000000 Penalty: 5148.572754
	Iteration 6F: 3 clusters Score -3966860 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -3967998.000000 Penalty: 5148.572754
	Iteration 7F: 3 clusters Score -3967998 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -3969149.000000 Penalty: 5148.572754
	Iteration 8F: 3 clusters Score -3969149 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3970190.500000 Penalty: 5148.572754
	Iteration 9Q: 3 clusters Score -3970190 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3971108.500000 Penalty: 5148.572754
	Iteration 10Q: 3 clusters Score -3971108 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3971863.000000 Penalty: 5148.572754
	Iteration 11Q: 3 clusters Score -3971863 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3972357.750000 Penalty: 5148.572754
	Iteration 12Q: 3 clusters Score -3972358 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3972618.000000 Penalty: 5148.572754
	Iteration 13Q: 3 clusters Score -3972618 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3972786.500000 Penalty: 5148.572754
	Iteration 14Q: 3 clusters Score -3972786 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3972886.250000 Penalty: 5148.572754
	Iteration 15Q: 3 clusters Score -3972886 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3972952.500000 Penalty: 5148.572754
	Iteration 16Q: 3 clusters Score -3972952 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3973006.250000 Penalty: 5148.572754
	Iteration 17Q: 3 clusters Score -3973006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3973041.500000 Penalty: 5148.572754
	Iteration 18Q: 3 clusters Score -3973042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3973075.000000 Penalty: 5148.572754
	Iteration 19Q: 3 clusters Score -3973075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3973099.750000 Penalty: 5148.572754
	Iteration 20F: 3 clusters Score -3973100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3973102.000000 Penalty: 5148.572754
	Iteration 21Q: 3 clusters Score -3973102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3973100.250000 Penalty: 5148.572754
	Iteration 22Q: 3 clusters Score -3973100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3973104.500000 Penalty: 5148.572754
	Iteration 23Q: 3 clusters Score -3973104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3973111.500000 Penalty: 5148.572754
	Iteration 24Q: 3 clusters Score -3973112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3973118.250000 Penalty: 5148.572754
	Iteration 25Q: 3 clusters Score -3973118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3973113.750000 Penalty: 5148.572754
	Iteration 26Q: 3 clusters Score -3973114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3973123.000000 Penalty: 5148.572754
	Iteration 27Q: 3 clusters Score -3973123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3973128.000000 Penalty: 5148.572754
	Iteration 28Q: 3 clusters Score -3973128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3973134.000000 Penalty: 5148.572754
	Iteration 29Q: 3 clusters Score -3973134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3973136.000000 Penalty: 5148.572754
	Iteration 30Q: 3 clusters Score -3973136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3973134.250000 Penalty: 5148.572754
	Iteration 31Q: 3 clusters Score -3973134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3973138.000000 Penalty: 5148.572754
	Iteration 32Q: 3 clusters Score -3973138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3973138.000000 Penalty: 5148.572754
	Iteration 33F: 3 clusters Score -3973138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (57344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Entering Unmasked Estep 
Score: -6860950.000000 Penalty: 2717.292236
	Iteration 0F: 2 clusters Score -6860950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -6822517.000000 Penalty: 5434.584473
	Iteration 0F: 3 clusters Score -6822517 nChanged 26450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -6837295.500000 Penalty: 5434.584473
	Iteration 1F: 3 clusters Score -6837296 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -6838221.500000 Penalty: 5434.584473
	Iteration 2Q: 3 clusters Score -6838222 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -6839303.500000 Penalty: 5434.584473
	Iteration 3Q: 3 clusters Score -6839304 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -6840394.500000 Penalty: 5434.584473
	Iteration 4Q: 3 clusters Score -6840394 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -6841421.000000 Penalty: 5434.584473
	Iteration 5Q: 3 clusters Score -6841421 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -6842509.000000 Penalty: 5434.584473
	Iteration 6Q: 3 clusters Score -6842509 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -6843586.500000 Penalty: 5434.584473
	Iteration 7Q: 3 clusters Score -6843586 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -6844667.000000 Penalty: 5434.584473
	Iteration 8Q: 3 clusters Score -6844667 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -6845722.500000 Penalty: 5434.584473
	Iteration 9Q: 3 clusters Score -6845722 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -6846767.500000 Penalty: 5434.584473
	Iteration 10Q: 3 clusters Score -6846768 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -6847745.500000 Penalty: 5434.584473
	Iteration 11Q: 3 clusters Score -6847746 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -6848751.500000 Penalty: 5434.584473
	Iteration 12Q: 3 clusters Score -6848752 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -6849722.500000 Penalty: 5434.584473
	Iteration 13Q: 3 clusters Score -6849722 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -6850661.500000 Penalty: 5434.584473
	Iteration 14Q: 3 clusters Score -6850662 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -6851428.000000 Penalty: 5434.584473
	Iteration 15Q: 3 clusters Score -6851428 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -6851979.500000 Penalty: 5434.584473
	Iteration 16Q: 3 clusters Score -6851980 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -6852493.000000 Penalty: 5434.584473
	Iteration 17Q: 3 clusters Score -6852493 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -6852958.000000 Penalty: 5434.584473
	Iteration 18Q: 3 clusters Score -6852958 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -6853377.000000 Penalty: 5434.584473
	Iteration 19Q: 3 clusters Score -6853377 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -6853775.500000 Penalty: 5434.584473
	Iteration 20F: 3 clusters Score -6853776 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -6854114.000000 Penalty: 5434.584473
	Iteration 21Q: 3 clusters Score -6854114 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -6854511.500000 Penalty: 5434.584473
	Iteration 22Q: 3 clusters Score -6854512 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -6854940.500000 Penalty: 5434.584473
	Iteration 23Q: 3 clusters Score -6854940 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -6855306.500000 Penalty: 5434.584473
	Iteration 24Q: 3 clusters Score -6855306 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -6855694.000000 Penalty: 5434.584473
	Iteration 25Q: 3 clusters Score -6855694 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 48982 members 
Entering Unmasked Estep 
Score: -6856090.500000 Penalty: 5434.584473
	Iteration 26Q: 3 clusters Score -6856090 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -6856481.000000 Penalty: 5434.584473
	Iteration 27Q: 3 clusters Score -6856481 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -6856789.000000 Penalty: 5434.584473
	Iteration 28Q: 3 clusters Score -6856789 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 51067 members 
Entering Unmasked Estep 
Score: -6857097.500000 Penalty: 5434.584473
	Iteration 29Q: 3 clusters Score -6857098 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -6857352.000000 Penalty: 5434.584473
	Iteration 30Q: 3 clusters Score -6857352 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -6857569.500000 Penalty: 5434.584473
	Iteration 31Q: 3 clusters Score -6857570 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -6857717.500000 Penalty: 5434.584473
	Iteration 32Q: 3 clusters Score -6857718 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -6857820.000000 Penalty: 5434.584473
	Iteration 33Q: 3 clusters Score -6857820 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
Score: -6857929.500000 Penalty: 5434.584473
	Iteration 34Q: 3 clusters Score -6857930 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 53441 members 
Entering Unmasked Estep 
Score: -6858021.500000 Penalty: 5434.584473
	Iteration 35Q: 3 clusters Score -6858022 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 53709 members 
Entering Unmasked Estep 
Score: -6858124.000000 Penalty: 5434.584473
	Iteration 36Q: 3 clusters Score -6858124 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 53930 members 
Entering Unmasked Estep 
Score: -6858204.000000 Penalty: 5434.584473
	Iteration 37Q: 3 clusters Score -6858204 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 54138 members 
Entering Unmasked Estep 
Score: -6858292.500000 Penalty: 5434.584473
	Iteration 38Q: 3 clusters Score -6858292 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -6858380.000000 Penalty: 5434.584473
	Iteration 39Q: 3 clusters Score -6858380 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 54541 members 
Entering Unmasked Estep 
Score: -6858478.000000 Penalty: 5434.584473
	Iteration 40F: 3 clusters Score -6858478 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 54766 members 
Entering Unmasked Estep 
Score: -6858568.000000 Penalty: 5434.584473
	Iteration 41Q: 3 clusters Score -6858568 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 54957 members 
Entering Unmasked Estep 
Score: -6858662.500000 Penalty: 5434.584473
	Iteration 42Q: 3 clusters Score -6858662 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 55127 members 
Entering Unmasked Estep 
Score: -6858747.500000 Penalty: 5434.584473
	Iteration 43Q: 3 clusters Score -6858748 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 55275 members 
Entering Unmasked Estep 
Score: -6858821.000000 Penalty: 5434.584473
	Iteration 44Q: 3 clusters Score -6858821 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 55394 members 
Entering Unmasked Estep 
Score: -6858893.500000 Penalty: 5434.584473
	Iteration 45Q: 3 clusters Score -6858894 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 55496 members 
Entering Unmasked Estep 
Score: -6858958.000000 Penalty: 5434.584473
	Iteration 46Q: 3 clusters Score -6858958 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -6859003.500000 Penalty: 5434.584473
	Iteration 47Q: 3 clusters Score -6859004 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -6859057.500000 Penalty: 5434.584473
	Iteration 48Q: 3 clusters Score -6859058 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -6859100.500000 Penalty: 5434.584473
	Iteration 49Q: 3 clusters Score -6859100 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -6859139.000000 Penalty: 5434.584473
	Iteration 50Q: 3 clusters Score -6859139 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -6859147.500000 Penalty: 5434.584473
	Iteration 51Q: 3 clusters Score -6859148 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -6859175.000000 Penalty: 5434.584473
	Iteration 52Q: 3 clusters Score -6859175 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 55950 members 
Entering Unmasked Estep 
Score: -6859185.000000 Penalty: 5434.584473
	Iteration 53Q: 3 clusters Score -6859185 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 55993 members 
Entering Unmasked Estep 
Score: -6859203.000000 Penalty: 5434.584473
	Iteration 54Q: 3 clusters Score -6859203 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -6859237.000000 Penalty: 5434.584473
	Iteration 55Q: 3 clusters Score -6859237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 56055 members 
Entering Unmasked Estep 
Score: -6859247.000000 Penalty: 5434.584473
	Iteration 56Q: 3 clusters Score -6859247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 56085 members 
Entering Unmasked Estep 
Score: -6859263.000000 Penalty: 5434.584473
	Iteration 57Q: 3 clusters Score -6859263 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 56110 members 
Entering Unmasked Estep 
Score: -6859277.000000 Penalty: 5434.584473
	Iteration 58Q: 3 clusters Score -6859277 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 56132 members 
Entering Unmasked Estep 
Score: -6859296.000000 Penalty: 5434.584473
	Iteration 59Q: 3 clusters Score -6859296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 56155 members 
Entering Unmasked Estep 
Score: -6859315.500000 Penalty: 5434.584473
	Iteration 60F: 3 clusters Score -6859316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 56182 members 
Entering Unmasked Estep 
Score: -6859340.500000 Penalty: 5434.584473
	Iteration 61Q: 3 clusters Score -6859340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 56215 members 
Entering Unmasked Estep 
Score: -6859347.000000 Penalty: 5434.584473
	Iteration 62Q: 3 clusters Score -6859347 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -6859370.000000 Penalty: 5434.584473
	Iteration 63Q: 3 clusters Score -6859370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 56277 members 
Entering Unmasked Estep 
Score: -6859398.500000 Penalty: 5434.584473
	Iteration 64Q: 3 clusters Score -6859398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 56310 members 
Entering Unmasked Estep 
Score: -6859421.000000 Penalty: 5434.584473
	Iteration 65Q: 3 clusters Score -6859421 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 56341 members 
Entering Unmasked Estep 
Score: -6859431.500000 Penalty: 5434.584473
	Iteration 66Q: 3 clusters Score -6859432 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -6859478.000000 Penalty: 5434.584473
	Iteration 67Q: 3 clusters Score -6859478 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 56412 members 
Entering Unmasked Estep 
Score: -6859508.000000 Penalty: 5434.584473
	Iteration 68Q: 3 clusters Score -6859508 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
Score: -6859546.500000 Penalty: 5434.584473
	Iteration 69Q: 3 clusters Score -6859546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 56474 members 
Entering Unmasked Estep 
Score: -6859580.500000 Penalty: 5434.584473
	Iteration 70Q: 3 clusters Score -6859580 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 56504 members 
Entering Unmasked Estep 
Score: -6859629.000000 Penalty: 5434.584473
	Iteration 71Q: 3 clusters Score -6859629 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 56535 members 
Entering Unmasked Estep 
Score: -6859673.500000 Penalty: 5434.584473
	Iteration 72Q: 3 clusters Score -6859674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 56565 members 
Entering Unmasked Estep 
Score: -6859725.500000 Penalty: 5434.584473
	Iteration 73Q: 3 clusters Score -6859726 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 56589 members 
Entering Unmasked Estep 
Score: -6859759.000000 Penalty: 5434.584473
	Iteration 74Q: 3 clusters Score -6859759 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 56610 members 
Entering Unmasked Estep 
Score: -6859799.500000 Penalty: 5434.584473
	Iteration 75Q: 3 clusters Score -6859800 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
Score: -6859844.000000 Penalty: 5434.584473
	Iteration 76Q: 3 clusters Score -6859844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 56650 members 
Entering Unmasked Estep 
Score: -6859888.500000 Penalty: 5434.584473
	Iteration 77Q: 3 clusters Score -6859888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -6859941.000000 Penalty: 5434.584473
	Iteration 78Q: 3 clusters Score -6859941 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -6860009.000000 Penalty: 5434.584473
	Iteration 79Q: 3 clusters Score -6860009 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 56733 members 
Entering Unmasked Estep 
Score: -6860159.000000 Penalty: 5434.584473
	Iteration 80F: 3 clusters Score -6860159 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -6860241.000000 Penalty: 5434.584473
	Iteration 81Q: 3 clusters Score -6860241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -6860275.000000 Penalty: 5434.584473
	Iteration 82Q: 3 clusters Score -6860275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 56737 members 
Entering Unmasked Estep 
Score: -6860277.500000 Penalty: 5434.584473
	Iteration 83Q: 3 clusters Score -6860278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 56733 members 
Entering Unmasked Estep 
Score: -6860278.000000 Penalty: 5434.584473
	Iteration 84Q: 3 clusters Score -6860278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -6860283.000000 Penalty: 5434.584473
	Iteration 85Q: 3 clusters Score -6860283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 56729 members 
Entering Unmasked Estep 
Score: -6860287.000000 Penalty: 5434.584473
	Iteration 86Q: 3 clusters Score -6860287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 56729 members 
Entering Unmasked Estep 
Score: -6860287.000000 Penalty: 5434.584473
	Iteration 87F: 3 clusters Score -6860287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -91067.000000 Penalty: 1695.392334
	Iteration 0F: 2 clusters Score -91067 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 463 members 
Entering Unmasked Estep 
Score: -89579.164062 Penalty: 3390.784668
	Iteration 0F: 3 clusters Score -89579.16 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -91277.203125 Penalty: 3390.784668
	Iteration 1F: 3 clusters Score -91277.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -93004.226562 Penalty: 3390.784668
	Iteration 2F: 3 clusters Score -93004.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -93813.203125 Penalty: 3390.784668
	Iteration 3Q: 3 clusters Score -93813.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -93921.093750 Penalty: 3390.784668
	Iteration 4Q: 3 clusters Score -93921.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -93948.820312 Penalty: 3390.784668
	Iteration 5Q: 3 clusters Score -93948.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -93960.070312 Penalty: 3390.784668
	Iteration 6Q: 3 clusters Score -93960.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -93964.406250 Penalty: 3390.784668
	Iteration 7Q: 3 clusters Score -93964.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -93964.406250 Penalty: 3390.784668
	Iteration 8F: 3 clusters Score -93964.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 235439 members 
Mstep: Class 2 contains 12625 members 
Mstep: Class 3 contains 260905 members 
Mstep: Class 4 contains 31896 members 
Mstep: Class 5 contains 6930 members 
Mstep: Class 6 contains 67378 members 
Mstep: Class 7 contains 26325 members 
Mstep: Class 8 contains 33617 members 
Mstep: Class 9 contains 38529 members 
Mstep: Class 10 contains 16192 members 
Mstep: Class 11 contains 24186 members 
Mstep: Class 12 contains 23864 members 
Mstep: Class 13 contains 229865 members 
Mstep: Class 14 contains 118631 members 
Mstep: Class 15 contains 5279 members 
Mstep: Class 16 contains 70387 members 
Mstep: Class 17 contains 15905 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 7128 members 
Mstep: Class 20 contains 32215 members 
Mstep: Class 21 contains 57344 members 
Mstep: Class 22 contains 262 members 
Mstep: Class 23 contains 9601 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 1321 members 
Mstep: Class 26 contains 669 members 
Entering Unmasked Estep 
Score: -158425824.000000 Penalty: 90934.093750
Splitting cluster 22 changes total score from -158415568.000000 to -158425824.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 235439 members 
Mstep: Class 2 contains 12625 members 
Mstep: Class 3 contains 260905 members 
Mstep: Class 4 contains 31896 members 
Mstep: Class 5 contains 6930 members 
Mstep: Class 6 contains 67378 members 
Mstep: Class 7 contains 26325 members 
Mstep: Class 8 contains 33617 members 
Mstep: Class 9 contains 38529 members 
Mstep: Class 10 contains 16192 members 
Mstep: Class 11 contains 24186 members 
Mstep: Class 12 contains 23864 members 
Mstep: Class 13 contains 229865 members 
Mstep: Class 14 contains 118631 members 
Mstep: Class 15 contains 5279 members 
Mstep: Class 16 contains 70387 members 
Mstep: Class 17 contains 15905 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 7128 members 
Mstep: Class 20 contains 32215 members 
Mstep: Class 21 contains 57344 members 
Mstep: Class 22 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426944.000000 Penalty: 90934.093750
Iteration 79Q: 27 clusters Score -1.584269e+08 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 235424 members 
Mstep: Class 2 contains 12682 members 
Mstep: Class 3 contains 260766 members 
Mstep: Class 4 contains 31870 members 
Mstep: Class 5 contains 6421 members 
Mstep: Class 6 contains 67569 members 
Mstep: Class 7 contains 26344 members 
Mstep: Class 8 contains 33559 members 
Mstep: Class 9 contains 38633 members 
Mstep: Class 10 contains 16193 members 
Mstep: Class 11 contains 24175 members 
Mstep: Class 12 contains 23866 members 
Mstep: Class 13 contains 229617 members 
Mstep: Class 14 contains 119402 members 
Mstep: Class 15 contains 5509 members 
Mstep: Class 16 contains 70341 members 
Mstep: Class 17 contains 15953 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 7130 members 
Mstep: Class 20 contains 32282 members 
Mstep: Class 21 contains 57196 members 
Mstep: Class 22 contains 260 members 
Mstep: Class 23 contains 9553 members 
Mstep: Class 24 contains 5070 members 
Mstep: Class 25 contains 1318 members 
Mstep: Class 26 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427776.000000 Penalty: 90934.093750
Iteration 80F: 27 clusters Score -1.584278e+08 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 235282 members 
Mstep: Class 2 contains 12613 members 
Mstep: Class 3 contains 260040 members 
Mstep: Class 4 contains 31896 members 
Mstep: Class 5 contains 5994 members 
Mstep: Class 6 contains 67504 members 
Mstep: Class 7 contains 26342 members 
Mstep: Class 8 contains 33466 members 
Mstep: Class 9 contains 38618 members 
Mstep: Class 10 contains 16185 members 
Mstep: Class 11 contains 24114 members 
Mstep: Class 12 contains 23869 members 
Mstep: Class 13 contains 229384 members 
Mstep: Class 14 contains 120107 members 
Mstep: Class 15 contains 5662 members 
Mstep: Class 16 contains 70280 members 
Mstep: Class 17 contains 15966 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 7106 members 
Mstep: Class 20 contains 32227 members 
Mstep: Class 21 contains 57107 members 
Mstep: Class 22 contains 261 members 
Mstep: Class 23 contains 9807 members 
Mstep: Class 24 contains 5911 members 
Mstep: Class 25 contains 1329 members 
Mstep: Class 26 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427984.000000 Penalty: 90934.093750
Iteration 81Q: 27 clusters Score -1.58428e+08 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 235158 members 
Mstep: Class 2 contains 12556 members 
Mstep: Class 3 contains 259523 members 
Mstep: Class 4 contains 31921 members 
Mstep: Class 5 contains 5601 members 
Mstep: Class 6 contains 67548 members 
Mstep: Class 7 contains 26339 members 
Mstep: Class 8 contains 33393 members 
Mstep: Class 9 contains 38624 members 
Mstep: Class 10 contains 16188 members 
Mstep: Class 11 contains 24065 members 
Mstep: Class 12 contains 23870 members 
Mstep: Class 13 contains 229126 members 
Mstep: Class 14 contains 120760 members 
Mstep: Class 15 contains 5773 members 
Mstep: Class 16 contains 70245 members 
Mstep: Class 17 contains 15978 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 7085 members 
Mstep: Class 20 contains 32224 members 
Mstep: Class 21 contains 57101 members 
Mstep: Class 22 contains 258 members 
Mstep: Class 23 contains 9936 members 
Mstep: Class 24 contains 6453 members 
Mstep: Class 25 contains 1330 members 
Mstep: Class 26 contains 752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427952.000000 Penalty: 90934.093750
Iteration 82Q: 27 clusters Score -1.58428e+08 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 235048 members 
Mstep: Class 2 contains 12497 members 
Mstep: Class 3 contains 259151 members 
Mstep: Class 4 contains 31973 members 
Mstep: Class 5 contains 5274 members 
Mstep: Class 6 contains 67544 members 
Mstep: Class 7 contains 26330 members 
Mstep: Class 8 contains 33325 members 
Mstep: Class 9 contains 38630 members 
Mstep: Class 10 contains 16197 members 
Mstep: Class 11 contains 24020 members 
Mstep: Class 12 contains 23875 members 
Mstep: Class 13 contains 228904 members 
Mstep: Class 14 contains 121346 members 
Mstep: Class 15 contains 5854 members 
Mstep: Class 16 contains 70219 members 
Mstep: Class 17 contains 15972 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 7085 members 
Mstep: Class 20 contains 32227 members 
Mstep: Class 21 contains 57116 members 
Mstep: Class 22 contains 258 members 
Mstep: Class 23 contains 10029 members 
Mstep: Class 24 contains 6850 members 
Mstep: Class 25 contains 1329 members 
Mstep: Class 26 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158428176.000000 Penalty: 90934.093750
Iteration 83Q: 27 clusters Score -1.584282e+08 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 234941 members 
Mstep: Class 2 contains 12423 members 
Mstep: Class 3 contains 258850 members 
Mstep: Class 4 contains 32004 members 
Mstep: Class 5 contains 4973 members 
Mstep: Class 6 contains 67551 members 
Mstep: Class 7 contains 26314 members 
Mstep: Class 8 contains 33273 members 
Mstep: Class 9 contains 38631 members 
Mstep: Class 10 contains 16206 members 
Mstep: Class 11 contains 23981 members 
Mstep: Class 12 contains 23884 members 
Mstep: Class 13 contains 228684 members 
Mstep: Class 14 contains 121914 members 
Mstep: Class 15 contains 5932 members 
Mstep: Class 16 contains 70190 members 
Mstep: Class 17 contains 15982 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 7083 members 
Mstep: Class 20 contains 32253 members 
Mstep: Class 21 contains 57124 members 
Mstep: Class 22 contains 257 members 
Mstep: Class 23 contains 10123 members 
Mstep: Class 24 contains 7148 members 
Mstep: Class 25 contains 1330 members 
Mstep: Class 26 contains 757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158428400.000000 Penalty: 90934.093750
Iteration 84Q: 27 clusters Score -1.584284e+08 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 234853 members 
Mstep: Class 2 contains 12363 members 
Mstep: Class 3 contains 258627 members 
Mstep: Class 4 contains 32031 members 
Mstep: Class 5 contains 4748 members 
Mstep: Class 6 contains 67537 members 
Mstep: Class 7 contains 26303 members 
Mstep: Class 8 contains 33210 members 
Mstep: Class 9 contains 38634 members 
Mstep: Class 10 contains 16215 members 
Mstep: Class 11 contains 23959 members 
Mstep: Class 12 contains 23887 members 
Mstep: Class 13 contains 228500 members 
Mstep: Class 14 contains 122360 members 
Mstep: Class 15 contains 5990 members 
Mstep: Class 16 contains 70169 members 
Mstep: Class 17 contains 15982 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7082 members 
Mstep: Class 20 contains 32278 members 
Mstep: Class 21 contains 57121 members 
Mstep: Class 22 contains 256 members 
Mstep: Class 23 contains 10203 members 
Mstep: Class 24 contains 7404 members 
Mstep: Class 25 contains 1331 members 
Mstep: Class 26 contains 765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158428336.000000 Penalty: 90934.093750
Iteration 85Q: 27 clusters Score -1.584283e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 234770 members 
Mstep: Class 2 contains 12288 members 
Mstep: Class 3 contains 258438 members 
Mstep: Class 4 contains 32048 members 
Mstep: Class 5 contains 4577 members 
Mstep: Class 6 contains 67559 members 
Mstep: Class 7 contains 26294 members 
Mstep: Class 8 contains 33168 members 
Mstep: Class 9 contains 38639 members 
Mstep: Class 10 contains 16218 members 
Mstep: Class 11 contains 23933 members 
Mstep: Class 12 contains 23890 members 
Mstep: Class 13 contains 228333 members 
Mstep: Class 14 contains 122722 members 
Mstep: Class 15 contains 6032 members 
Mstep: Class 16 contains 70161 members 
Mstep: Class 17 contains 15996 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 32306 members 
Mstep: Class 21 contains 57136 members 
Mstep: Class 22 contains 253 members 
Mstep: Class 23 contains 10282 members 
Mstep: Class 24 contains 7586 members 
Mstep: Class 25 contains 1331 members 
Mstep: Class 26 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158428224.000000 Penalty: 90934.093750
Iteration 86Q: 27 clusters Score -1.584282e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234652 members 
Mstep: Class 2 contains 12202 members 
Mstep: Class 3 contains 258278 members 
Mstep: Class 4 contains 32063 members 
Mstep: Class 5 contains 4466 members 
Mstep: Class 6 contains 67578 members 
Mstep: Class 7 contains 26296 members 
Mstep: Class 8 contains 33143 members 
Mstep: Class 9 contains 38641 members 
Mstep: Class 10 contains 16225 members 
Mstep: Class 11 contains 23905 members 
Mstep: Class 12 contains 23890 members 
Mstep: Class 13 contains 228152 members 
Mstep: Class 14 contains 123039 members 
Mstep: Class 15 contains 6059 members 
Mstep: Class 16 contains 70148 members 
Mstep: Class 17 contains 16012 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 32339 members 
Mstep: Class 21 contains 57162 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10350 members 
Mstep: Class 24 contains 7774 members 
Mstep: Class 25 contains 1332 members 
Mstep: Class 26 contains 775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158428688.000000 Penalty: 90934.093750
Iteration 87Q: 27 clusters Score -1.584287e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234552 members 
Mstep: Class 2 contains 12104 members 
Mstep: Class 3 contains 258148 members 
Mstep: Class 4 contains 32085 members 
Mstep: Class 5 contains 4399 members 
Mstep: Class 6 contains 67581 members 
Mstep: Class 7 contains 26286 members 
Mstep: Class 8 contains 33127 members 
Mstep: Class 9 contains 38642 members 
Mstep: Class 10 contains 16235 members 
Mstep: Class 11 contains 23885 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 227997 members 
Mstep: Class 14 contains 123326 members 
Mstep: Class 15 contains 6090 members 
Mstep: Class 16 contains 70124 members 
Mstep: Class 17 contains 16019 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7079 members 
Mstep: Class 20 contains 32376 members 
Mstep: Class 21 contains 57173 members 
Mstep: Class 22 contains 247 members 
Mstep: Class 23 contains 10403 members 
Mstep: Class 24 contains 7927 members 
Mstep: Class 25 contains 1332 members 
Mstep: Class 26 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158428800.000000 Penalty: 90934.093750
Iteration 88Q: 27 clusters Score -1.584288e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234469 members 
Mstep: Class 2 contains 12020 members 
Mstep: Class 3 contains 258022 members 
Mstep: Class 4 contains 32104 members 
Mstep: Class 5 contains 4354 members 
Mstep: Class 6 contains 67596 members 
Mstep: Class 7 contains 26279 members 
Mstep: Class 8 contains 33096 members 
Mstep: Class 9 contains 38642 members 
Mstep: Class 10 contains 16240 members 
Mstep: Class 11 contains 23879 members 
Mstep: Class 12 contains 23891 members 
Mstep: Class 13 contains 227850 members 
Mstep: Class 14 contains 123598 members 
Mstep: Class 15 contains 6115 members 
Mstep: Class 16 contains 70107 members 
Mstep: Class 17 contains 16022 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 32409 members 
Mstep: Class 21 contains 57183 members 
Mstep: Class 22 contains 247 members 
Mstep: Class 23 contains 10448 members 
Mstep: Class 24 contains 8041 members 
Mstep: Class 25 contains 1332 members 
Mstep: Class 26 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158428736.000000 Penalty: 90934.093750
Iteration 89Q: 27 clusters Score -1.584287e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234401 members 
Mstep: Class 2 contains 11944 members 
Mstep: Class 3 contains 257898 members 
Mstep: Class 4 contains 32107 members 
Mstep: Class 5 contains 4325 members 
Mstep: Class 6 contains 67594 members 
Mstep: Class 7 contains 26278 members 
Mstep: Class 8 contains 33081 members 
Mstep: Class 9 contains 38647 members 
Mstep: Class 10 contains 16255 members 
Mstep: Class 11 contains 23870 members 
Mstep: Class 12 contains 23889 members 
Mstep: Class 13 contains 227697 members 
Mstep: Class 14 contains 123823 members 
Mstep: Class 15 contains 6132 members 
Mstep: Class 16 contains 70097 members 
Mstep: Class 17 contains 16030 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7076 members 
Mstep: Class 20 contains 32446 members 
Mstep: Class 21 contains 57198 members 
Mstep: Class 22 contains 247 members 
Mstep: Class 23 contains 10492 members 
Mstep: Class 24 contains 8162 members 
Mstep: Class 25 contains 1332 members 
Mstep: Class 26 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158428672.000000 Penalty: 90934.093750
Iteration 90Q: 27 clusters Score -1.584287e+08 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234355 members 
Mstep: Class 2 contains 11881 members 
Mstep: Class 3 contains 257807 members 
Mstep: Class 4 contains 32116 members 
Mstep: Class 5 contains 4325 members 
Mstep: Class 6 contains 67588 members 
Mstep: Class 7 contains 26281 members 
Mstep: Class 8 contains 33047 members 
Mstep: Class 9 contains 38649 members 
Mstep: Class 10 contains 16268 members 
Mstep: Class 11 contains 23856 members 
Mstep: Class 12 contains 23895 members 
Mstep: Class 13 contains 227551 members 
Mstep: Class 14 contains 124006 members 
Mstep: Class 15 contains 6151 members 
Mstep: Class 16 contains 70073 members 
Mstep: Class 17 contains 16028 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7076 members 
Mstep: Class 20 contains 32475 members 
Mstep: Class 21 contains 57228 members 
Mstep: Class 22 contains 247 members 
Mstep: Class 23 contains 10530 members 
Mstep: Class 24 contains 8255 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158428992.000000 Penalty: 90934.093750
Iteration 91Q: 27 clusters Score -1.58429e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234318 members 
Mstep: Class 2 contains 11820 members 
Mstep: Class 3 contains 257731 members 
Mstep: Class 4 contains 32126 members 
Mstep: Class 5 contains 4345 members 
Mstep: Class 6 contains 67590 members 
Mstep: Class 7 contains 26287 members 
Mstep: Class 8 contains 33030 members 
Mstep: Class 9 contains 38653 members 
Mstep: Class 10 contains 16276 members 
Mstep: Class 11 contains 23844 members 
Mstep: Class 12 contains 23899 members 
Mstep: Class 13 contains 227415 members 
Mstep: Class 14 contains 124146 members 
Mstep: Class 15 contains 6168 members 
Mstep: Class 16 contains 70047 members 
Mstep: Class 17 contains 16024 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7081 members 
Mstep: Class 20 contains 32493 members 
Mstep: Class 21 contains 57237 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10557 members 
Mstep: Class 24 contains 8353 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429312.000000 Penalty: 90934.093750
Iteration 92Q: 27 clusters Score -1.584293e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234292 members 
Mstep: Class 2 contains 11758 members 
Mstep: Class 3 contains 257662 members 
Mstep: Class 4 contains 32130 members 
Mstep: Class 5 contains 4363 members 
Mstep: Class 6 contains 67601 members 
Mstep: Class 7 contains 26293 members 
Mstep: Class 8 contains 33024 members 
Mstep: Class 9 contains 38652 members 
Mstep: Class 10 contains 16282 members 
Mstep: Class 11 contains 23837 members 
Mstep: Class 12 contains 23901 members 
Mstep: Class 13 contains 227291 members 
Mstep: Class 14 contains 124279 members 
Mstep: Class 15 contains 6181 members 
Mstep: Class 16 contains 70015 members 
Mstep: Class 17 contains 16007 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 32506 members 
Mstep: Class 21 contains 57238 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10587 members 
Mstep: Class 24 contains 8463 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429264.000000 Penalty: 90934.093750
Iteration 93Q: 27 clusters Score -1.584293e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234251 members 
Mstep: Class 2 contains 11702 members 
Mstep: Class 3 contains 257604 members 
Mstep: Class 4 contains 32132 members 
Mstep: Class 5 contains 4365 members 
Mstep: Class 6 contains 67605 members 
Mstep: Class 7 contains 26299 members 
Mstep: Class 8 contains 33019 members 
Mstep: Class 9 contains 38656 members 
Mstep: Class 10 contains 16298 members 
Mstep: Class 11 contains 23824 members 
Mstep: Class 12 contains 23900 members 
Mstep: Class 13 contains 227154 members 
Mstep: Class 14 contains 124417 members 
Mstep: Class 15 contains 6191 members 
Mstep: Class 16 contains 69992 members 
Mstep: Class 17 contains 15999 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7079 members 
Mstep: Class 20 contains 32522 members 
Mstep: Class 21 contains 57241 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10621 members 
Mstep: Class 24 contains 8569 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429328.000000 Penalty: 90934.093750
Iteration 94Q: 27 clusters Score -1.584293e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234211 members 
Mstep: Class 2 contains 11658 members 
Mstep: Class 3 contains 257562 members 
Mstep: Class 4 contains 32136 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 67613 members 
Mstep: Class 7 contains 26302 members 
Mstep: Class 8 contains 32989 members 
Mstep: Class 9 contains 38656 members 
Mstep: Class 10 contains 16309 members 
Mstep: Class 11 contains 23821 members 
Mstep: Class 12 contains 23905 members 
Mstep: Class 13 contains 227043 members 
Mstep: Class 14 contains 124537 members 
Mstep: Class 15 contains 6199 members 
Mstep: Class 16 contains 69961 members 
Mstep: Class 17 contains 15994 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7081 members 
Mstep: Class 20 contains 32533 members 
Mstep: Class 21 contains 57236 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10647 members 
Mstep: Class 24 contains 8652 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429280.000000 Penalty: 90934.093750
Iteration 95Q: 27 clusters Score -1.584293e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234182 members 
Mstep: Class 2 contains 11612 members 
Mstep: Class 3 contains 257528 members 
Mstep: Class 4 contains 32141 members 
Mstep: Class 5 contains 4398 members 
Mstep: Class 6 contains 67643 members 
Mstep: Class 7 contains 26307 members 
Mstep: Class 8 contains 32963 members 
Mstep: Class 9 contains 38657 members 
Mstep: Class 10 contains 16309 members 
Mstep: Class 11 contains 23823 members 
Mstep: Class 12 contains 23905 members 
Mstep: Class 13 contains 226953 members 
Mstep: Class 14 contains 124652 members 
Mstep: Class 15 contains 6208 members 
Mstep: Class 16 contains 69931 members 
Mstep: Class 17 contains 15981 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7081 members 
Mstep: Class 20 contains 32549 members 
Mstep: Class 21 contains 57230 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10660 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429312.000000 Penalty: 90934.093750
Iteration 96Q: 27 clusters Score -1.584293e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234161 members 
Mstep: Class 2 contains 11558 members 
Mstep: Class 3 contains 257479 members 
Mstep: Class 4 contains 32146 members 
Mstep: Class 5 contains 4384 members 
Mstep: Class 6 contains 67673 members 
Mstep: Class 7 contains 26308 members 
Mstep: Class 8 contains 32949 members 
Mstep: Class 9 contains 38656 members 
Mstep: Class 10 contains 16318 members 
Mstep: Class 11 contains 23814 members 
Mstep: Class 12 contains 23905 members 
Mstep: Class 13 contains 226870 members 
Mstep: Class 14 contains 124752 members 
Mstep: Class 15 contains 6221 members 
Mstep: Class 16 contains 69908 members 
Mstep: Class 17 contains 15979 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7089 members 
Mstep: Class 20 contains 32562 members 
Mstep: Class 21 contains 57228 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10670 members 
Mstep: Class 24 contains 8810 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429328.000000 Penalty: 90934.093750
Iteration 97Q: 27 clusters Score -1.584293e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234138 members 
Mstep: Class 2 contains 11531 members 
Mstep: Class 3 contains 257447 members 
Mstep: Class 4 contains 32149 members 
Mstep: Class 5 contains 4386 members 
Mstep: Class 6 contains 67681 members 
Mstep: Class 7 contains 26309 members 
Mstep: Class 8 contains 32939 members 
Mstep: Class 9 contains 38653 members 
Mstep: Class 10 contains 16338 members 
Mstep: Class 11 contains 23809 members 
Mstep: Class 12 contains 23904 members 
Mstep: Class 13 contains 226786 members 
Mstep: Class 14 contains 124832 members 
Mstep: Class 15 contains 6242 members 
Mstep: Class 16 contains 69891 members 
Mstep: Class 17 contains 15976 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7088 members 
Mstep: Class 20 contains 32569 members 
Mstep: Class 21 contains 57210 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10681 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429184.000000 Penalty: 90934.093750
Iteration 98Q: 27 clusters Score -1.584292e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234118 members 
Mstep: Class 2 contains 11496 members 
Mstep: Class 3 contains 257394 members 
Mstep: Class 4 contains 32148 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 67687 members 
Mstep: Class 7 contains 26313 members 
Mstep: Class 8 contains 32926 members 
Mstep: Class 9 contains 38653 members 
Mstep: Class 10 contains 16350 members 
Mstep: Class 11 contains 23810 members 
Mstep: Class 12 contains 23904 members 
Mstep: Class 13 contains 226731 members 
Mstep: Class 14 contains 124893 members 
Mstep: Class 15 contains 6262 members 
Mstep: Class 16 contains 69875 members 
Mstep: Class 17 contains 15972 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7086 members 
Mstep: Class 20 contains 32582 members 
Mstep: Class 21 contains 57211 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10688 members 
Mstep: Class 24 contains 8956 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429024.000000 Penalty: 90934.093750
Iteration 99Q: 27 clusters Score -1.58429e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234092 members 
Mstep: Class 2 contains 11455 members 
Mstep: Class 3 contains 257352 members 
Mstep: Class 4 contains 32155 members 
Mstep: Class 5 contains 4388 members 
Mstep: Class 6 contains 67698 members 
Mstep: Class 7 contains 26317 members 
Mstep: Class 8 contains 32918 members 
Mstep: Class 9 contains 38654 members 
Mstep: Class 10 contains 16360 members 
Mstep: Class 11 contains 23813 members 
Mstep: Class 12 contains 23906 members 
Mstep: Class 13 contains 226688 members 
Mstep: Class 14 contains 124944 members 
Mstep: Class 15 contains 6272 members 
Mstep: Class 16 contains 69855 members 
Mstep: Class 17 contains 15972 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7083 members 
Mstep: Class 20 contains 32603 members 
Mstep: Class 21 contains 57205 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10695 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158428960.000000 Penalty: 90934.093750
Iteration 100F: 27 clusters Score -1.58429e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234077 members 
Mstep: Class 2 contains 11410 members 
Mstep: Class 3 contains 257313 members 
Mstep: Class 4 contains 32160 members 
Mstep: Class 5 contains 4443 members 
Mstep: Class 6 contains 67675 members 
Mstep: Class 7 contains 26321 members 
Mstep: Class 8 contains 32904 members 
Mstep: Class 9 contains 38654 members 
Mstep: Class 10 contains 16365 members 
Mstep: Class 11 contains 23813 members 
Mstep: Class 12 contains 23905 members 
Mstep: Class 13 contains 226659 members 
Mstep: Class 14 contains 124974 members 
Mstep: Class 15 contains 6278 members 
Mstep: Class 16 contains 69838 members 
Mstep: Class 17 contains 15968 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 32621 members 
Mstep: Class 21 contains 57218 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10701 members 
Mstep: Class 24 contains 9065 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158428848.000000 Penalty: 90934.093750
Iteration 101Q: 27 clusters Score -1.584288e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234060 members 
Mstep: Class 2 contains 11374 members 
Mstep: Class 3 contains 257284 members 
Mstep: Class 4 contains 32167 members 
Mstep: Class 5 contains 4471 members 
Mstep: Class 6 contains 67683 members 
Mstep: Class 7 contains 26324 members 
Mstep: Class 8 contains 32881 members 
Mstep: Class 9 contains 38655 members 
Mstep: Class 10 contains 16365 members 
Mstep: Class 11 contains 23811 members 
Mstep: Class 12 contains 23903 members 
Mstep: Class 13 contains 226618 members 
Mstep: Class 14 contains 125021 members 
Mstep: Class 15 contains 6285 members 
Mstep: Class 16 contains 69820 members 
Mstep: Class 17 contains 15962 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 32643 members 
Mstep: Class 21 contains 57213 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10707 members 
Mstep: Class 24 contains 9116 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429040.000000 Penalty: 90934.093750
Iteration 102Q: 27 clusters Score -1.58429e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234037 members 
Mstep: Class 2 contains 11344 members 
Mstep: Class 3 contains 257255 members 
Mstep: Class 4 contains 32171 members 
Mstep: Class 5 contains 4500 members 
Mstep: Class 6 contains 67674 members 
Mstep: Class 7 contains 26332 members 
Mstep: Class 8 contains 32849 members 
Mstep: Class 9 contains 38657 members 
Mstep: Class 10 contains 16377 members 
Mstep: Class 11 contains 23809 members 
Mstep: Class 12 contains 23897 members 
Mstep: Class 13 contains 226562 members 
Mstep: Class 14 contains 125090 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 69795 members 
Mstep: Class 17 contains 15961 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7076 members 
Mstep: Class 20 contains 32663 members 
Mstep: Class 21 contains 57216 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10713 members 
Mstep: Class 24 contains 9170 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429024.000000 Penalty: 90934.093750
Iteration 103Q: 27 clusters Score -1.58429e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234017 members 
Mstep: Class 2 contains 11319 members 
Mstep: Class 3 contains 257229 members 
Mstep: Class 4 contains 32174 members 
Mstep: Class 5 contains 4529 members 
Mstep: Class 6 contains 67653 members 
Mstep: Class 7 contains 26340 members 
Mstep: Class 8 contains 32833 members 
Mstep: Class 9 contains 38660 members 
Mstep: Class 10 contains 16383 members 
Mstep: Class 11 contains 23810 members 
Mstep: Class 12 contains 23896 members 
Mstep: Class 13 contains 226511 members 
Mstep: Class 14 contains 125173 members 
Mstep: Class 15 contains 6299 members 
Mstep: Class 16 contains 69764 members 
Mstep: Class 17 contains 15951 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7074 members 
Mstep: Class 20 contains 32670 members 
Mstep: Class 21 contains 57201 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10719 members 
Mstep: Class 24 contains 9234 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429088.000000 Penalty: 90934.093750
Iteration 104Q: 27 clusters Score -1.584291e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233993 members 
Mstep: Class 2 contains 11285 members 
Mstep: Class 3 contains 257203 members 
Mstep: Class 4 contains 32181 members 
Mstep: Class 5 contains 4561 members 
Mstep: Class 6 contains 67644 members 
Mstep: Class 7 contains 26337 members 
Mstep: Class 8 contains 32816 members 
Mstep: Class 9 contains 38663 members 
Mstep: Class 10 contains 16390 members 
Mstep: Class 11 contains 23813 members 
Mstep: Class 12 contains 23897 members 
Mstep: Class 13 contains 226464 members 
Mstep: Class 14 contains 125231 members 
Mstep: Class 15 contains 6305 members 
Mstep: Class 16 contains 69740 members 
Mstep: Class 17 contains 15943 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7072 members 
Mstep: Class 20 contains 32684 members 
Mstep: Class 21 contains 57196 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10723 members 
Mstep: Class 24 contains 9298 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429168.000000 Penalty: 90934.093750
Iteration 105Q: 27 clusters Score -1.584292e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233969 members 
Mstep: Class 2 contains 11256 members 
Mstep: Class 3 contains 257166 members 
Mstep: Class 4 contains 32183 members 
Mstep: Class 5 contains 4600 members 
Mstep: Class 6 contains 67647 members 
Mstep: Class 7 contains 26336 members 
Mstep: Class 8 contains 32799 members 
Mstep: Class 9 contains 38661 members 
Mstep: Class 10 contains 16397 members 
Mstep: Class 11 contains 23811 members 
Mstep: Class 12 contains 23899 members 
Mstep: Class 13 contains 226417 members 
Mstep: Class 14 contains 125288 members 
Mstep: Class 15 contains 6307 members 
Mstep: Class 16 contains 69716 members 
Mstep: Class 17 contains 15939 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7074 members 
Mstep: Class 20 contains 32701 members 
Mstep: Class 21 contains 57194 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10727 members 
Mstep: Class 24 contains 9352 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429184.000000 Penalty: 90934.093750
Iteration 106Q: 27 clusters Score -1.584292e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233950 members 
Mstep: Class 2 contains 11231 members 
Mstep: Class 3 contains 257140 members 
Mstep: Class 4 contains 32180 members 
Mstep: Class 5 contains 4618 members 
Mstep: Class 6 contains 67662 members 
Mstep: Class 7 contains 26336 members 
Mstep: Class 8 contains 32789 members 
Mstep: Class 9 contains 38664 members 
Mstep: Class 10 contains 16399 members 
Mstep: Class 11 contains 23805 members 
Mstep: Class 12 contains 23899 members 
Mstep: Class 13 contains 226373 members 
Mstep: Class 14 contains 125345 members 
Mstep: Class 15 contains 6311 members 
Mstep: Class 16 contains 69695 members 
Mstep: Class 17 contains 15934 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7076 members 
Mstep: Class 20 contains 32715 members 
Mstep: Class 21 contains 57192 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10730 members 
Mstep: Class 24 contains 9395 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429536.000000 Penalty: 90934.093750
Iteration 107Q: 27 clusters Score -1.584295e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233933 members 
Mstep: Class 2 contains 11212 members 
Mstep: Class 3 contains 257115 members 
Mstep: Class 4 contains 32175 members 
Mstep: Class 5 contains 4654 members 
Mstep: Class 6 contains 67657 members 
Mstep: Class 7 contains 26336 members 
Mstep: Class 8 contains 32758 members 
Mstep: Class 9 contains 38664 members 
Mstep: Class 10 contains 16400 members 
Mstep: Class 11 contains 23802 members 
Mstep: Class 12 contains 23899 members 
Mstep: Class 13 contains 226334 members 
Mstep: Class 14 contains 125402 members 
Mstep: Class 15 contains 6315 members 
Mstep: Class 16 contains 69683 members 
Mstep: Class 17 contains 15930 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 32734 members 
Mstep: Class 21 contains 57185 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10734 members 
Mstep: Class 24 contains 9438 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429536.000000 Penalty: 90934.093750
Iteration 108Q: 27 clusters Score -1.584295e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233918 members 
Mstep: Class 2 contains 11198 members 
Mstep: Class 3 contains 257089 members 
Mstep: Class 4 contains 32176 members 
Mstep: Class 5 contains 4679 members 
Mstep: Class 6 contains 67657 members 
Mstep: Class 7 contains 26341 members 
Mstep: Class 8 contains 32729 members 
Mstep: Class 9 contains 38663 members 
Mstep: Class 10 contains 16405 members 
Mstep: Class 11 contains 23796 members 
Mstep: Class 12 contains 23900 members 
Mstep: Class 13 contains 226281 members 
Mstep: Class 14 contains 125477 members 
Mstep: Class 15 contains 6321 members 
Mstep: Class 16 contains 69677 members 
Mstep: Class 17 contains 15927 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7082 members 
Mstep: Class 20 contains 32746 members 
Mstep: Class 21 contains 57183 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10736 members 
Mstep: Class 24 contains 9457 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429424.000000 Penalty: 90934.093750
Iteration 109Q: 27 clusters Score -1.584294e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233892 members 
Mstep: Class 2 contains 11183 members 
Mstep: Class 3 contains 257062 members 
Mstep: Class 4 contains 32178 members 
Mstep: Class 5 contains 4707 members 
Mstep: Class 6 contains 67671 members 
Mstep: Class 7 contains 26339 members 
Mstep: Class 8 contains 32707 members 
Mstep: Class 9 contains 38661 members 
Mstep: Class 10 contains 16409 members 
Mstep: Class 11 contains 23793 members 
Mstep: Class 12 contains 23901 members 
Mstep: Class 13 contains 226230 members 
Mstep: Class 14 contains 125537 members 
Mstep: Class 15 contains 6323 members 
Mstep: Class 16 contains 69668 members 
Mstep: Class 17 contains 15926 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7084 members 
Mstep: Class 20 contains 32754 members 
Mstep: Class 21 contains 57186 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10738 members 
Mstep: Class 24 contains 9489 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429312.000000 Penalty: 90934.093750
Iteration 110Q: 27 clusters Score -1.584293e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233870 members 
Mstep: Class 2 contains 11176 members 
Mstep: Class 3 contains 257043 members 
Mstep: Class 4 contains 32180 members 
Mstep: Class 5 contains 4744 members 
Mstep: Class 6 contains 67677 members 
Mstep: Class 7 contains 26336 members 
Mstep: Class 8 contains 32685 members 
Mstep: Class 9 contains 38660 members 
Mstep: Class 10 contains 16415 members 
Mstep: Class 11 contains 23789 members 
Mstep: Class 12 contains 23904 members 
Mstep: Class 13 contains 226176 members 
Mstep: Class 14 contains 125591 members 
Mstep: Class 15 contains 6325 members 
Mstep: Class 16 contains 69652 members 
Mstep: Class 17 contains 15925 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7085 members 
Mstep: Class 20 contains 32758 members 
Mstep: Class 21 contains 57178 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10739 members 
Mstep: Class 24 contains 9530 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429152.000000 Penalty: 90934.093750
Iteration 111Q: 27 clusters Score -1.584292e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233851 members 
Mstep: Class 2 contains 11173 members 
Mstep: Class 3 contains 257022 members 
Mstep: Class 4 contains 32184 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 67691 members 
Mstep: Class 7 contains 26335 members 
Mstep: Class 8 contains 32666 members 
Mstep: Class 9 contains 38660 members 
Mstep: Class 10 contains 16420 members 
Mstep: Class 11 contains 23787 members 
Mstep: Class 12 contains 23903 members 
Mstep: Class 13 contains 226133 members 
Mstep: Class 14 contains 125658 members 
Mstep: Class 15 contains 6328 members 
Mstep: Class 16 contains 69624 members 
Mstep: Class 17 contains 15920 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7087 members 
Mstep: Class 20 contains 32764 members 
Mstep: Class 21 contains 57176 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10741 members 
Mstep: Class 24 contains 9555 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429184.000000 Penalty: 90934.093750
Iteration 112Q: 27 clusters Score -1.584292e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233831 members 
Mstep: Class 2 contains 11171 members 
Mstep: Class 3 contains 257008 members 
Mstep: Class 4 contains 32187 members 
Mstep: Class 5 contains 4773 members 
Mstep: Class 6 contains 67702 members 
Mstep: Class 7 contains 26335 members 
Mstep: Class 8 contains 32656 members 
Mstep: Class 9 contains 38660 members 
Mstep: Class 10 contains 16427 members 
Mstep: Class 11 contains 23786 members 
Mstep: Class 12 contains 23906 members 
Mstep: Class 13 contains 226084 members 
Mstep: Class 14 contains 125709 members 
Mstep: Class 15 contains 6329 members 
Mstep: Class 16 contains 69609 members 
Mstep: Class 17 contains 15918 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7089 members 
Mstep: Class 20 contains 32773 members 
Mstep: Class 21 contains 57174 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10741 members 
Mstep: Class 24 contains 9569 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429024.000000 Penalty: 90934.093750
Iteration 113Q: 27 clusters Score -1.58429e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233813 members 
Mstep: Class 2 contains 11169 members 
Mstep: Class 3 contains 256994 members 
Mstep: Class 4 contains 32188 members 
Mstep: Class 5 contains 4776 members 
Mstep: Class 6 contains 67713 members 
Mstep: Class 7 contains 26334 members 
Mstep: Class 8 contains 32651 members 
Mstep: Class 9 contains 38661 members 
Mstep: Class 10 contains 16432 members 
Mstep: Class 11 contains 23784 members 
Mstep: Class 12 contains 23908 members 
Mstep: Class 13 contains 226046 members 
Mstep: Class 14 contains 125760 members 
Mstep: Class 15 contains 6330 members 
Mstep: Class 16 contains 69597 members 
Mstep: Class 17 contains 15920 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7089 members 
Mstep: Class 20 contains 32782 members 
Mstep: Class 21 contains 57175 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 9573 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429152.000000 Penalty: 90934.093750
Iteration 114Q: 27 clusters Score -1.584292e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233803 members 
Mstep: Class 2 contains 11171 members 
Mstep: Class 3 contains 256980 members 
Mstep: Class 4 contains 32189 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 67717 members 
Mstep: Class 7 contains 26334 members 
Mstep: Class 8 contains 32643 members 
Mstep: Class 9 contains 38662 members 
Mstep: Class 10 contains 16434 members 
Mstep: Class 11 contains 23783 members 
Mstep: Class 12 contains 23907 members 
Mstep: Class 13 contains 226015 members 
Mstep: Class 14 contains 125813 members 
Mstep: Class 15 contains 6330 members 
Mstep: Class 16 contains 69582 members 
Mstep: Class 17 contains 15919 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7093 members 
Mstep: Class 20 contains 32787 members 
Mstep: Class 21 contains 57175 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 9581 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429024.000000 Penalty: 90934.093750
Iteration 115Q: 27 clusters Score -1.58429e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233799 members 
Mstep: Class 2 contains 11175 members 
Mstep: Class 3 contains 256961 members 
Mstep: Class 4 contains 32189 members 
Mstep: Class 5 contains 4787 members 
Mstep: Class 6 contains 67722 members 
Mstep: Class 7 contains 26333 members 
Mstep: Class 8 contains 32641 members 
Mstep: Class 9 contains 38662 members 
Mstep: Class 10 contains 16428 members 
Mstep: Class 11 contains 23784 members 
Mstep: Class 12 contains 23907 members 
Mstep: Class 13 contains 225997 members 
Mstep: Class 14 contains 125844 members 
Mstep: Class 15 contains 6331 members 
Mstep: Class 16 contains 69571 members 
Mstep: Class 17 contains 15913 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7095 members 
Mstep: Class 20 contains 32794 members 
Mstep: Class 21 contains 57177 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 9585 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429120.000000 Penalty: 90934.093750
Iteration 116Q: 27 clusters Score -1.584291e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233794 members 
Mstep: Class 2 contains 11165 members 
Mstep: Class 3 contains 256950 members 
Mstep: Class 4 contains 32190 members 
Mstep: Class 5 contains 4791 members 
Mstep: Class 6 contains 67717 members 
Mstep: Class 7 contains 26333 members 
Mstep: Class 8 contains 32640 members 
Mstep: Class 9 contains 38662 members 
Mstep: Class 10 contains 16428 members 
Mstep: Class 11 contains 23783 members 
Mstep: Class 12 contains 23908 members 
Mstep: Class 13 contains 225983 members 
Mstep: Class 14 contains 125878 members 
Mstep: Class 15 contains 6331 members 
Mstep: Class 16 contains 69556 members 
Mstep: Class 17 contains 15912 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 32801 members 
Mstep: Class 21 contains 57184 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 9592 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429136.000000 Penalty: 90934.093750
Iteration 117Q: 27 clusters Score -1.584291e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233791 members 
Mstep: Class 2 contains 11160 members 
Mstep: Class 3 contains 256942 members 
Mstep: Class 4 contains 32190 members 
Mstep: Class 5 contains 4806 members 
Mstep: Class 6 contains 67708 members 
Mstep: Class 7 contains 26333 members 
Mstep: Class 8 contains 32639 members 
Mstep: Class 9 contains 38662 members 
Mstep: Class 10 contains 16432 members 
Mstep: Class 11 contains 23785 members 
Mstep: Class 12 contains 23908 members 
Mstep: Class 13 contains 225962 members 
Mstep: Class 14 contains 125902 members 
Mstep: Class 15 contains 6336 members 
Mstep: Class 16 contains 69543 members 
Mstep: Class 17 contains 15912 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 7099 members 
Mstep: Class 20 contains 32805 members 
Mstep: Class 21 contains 57182 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 9598 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429152.000000 Penalty: 90934.093750
Iteration 118Q: 27 clusters Score -1.584292e+08 nChanged 181
Entering ConstructFrom: 
Score: -158429152.000000 Penalty: 90934.093750
Entering ConstructFrom: 
Trying to split cluster 1 (233799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233799 members 
Entering Unmasked Estep 
Score: -28524850.000000 Penalty: 3065.829834
	Iteration 0F: 2 clusters Score -2.852485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117106 members 
Mstep: Class 2 contains 116693 members 
Entering Unmasked Estep 
Score: -28371848.000000 Penalty: 6131.659668
	Iteration 0F: 3 clusters Score -2.837185e+07 nChanged 112878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120898 members 
Mstep: Class 2 contains 112901 members 
Entering Unmasked Estep 
Score: -28438064.000000 Penalty: 6131.659668
	Iteration 1F: 3 clusters Score -2.843806e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123566 members 
Mstep: Class 2 contains 110233 members 
Entering Unmasked Estep 
Score: -28439618.000000 Penalty: 6131.659668
	Iteration 2Q: 3 clusters Score -2.843962e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127652 members 
Mstep: Class 2 contains 106147 members 
Entering Unmasked Estep 
Score: -28441982.000000 Penalty: 6131.659668
	Iteration 3Q: 3 clusters Score -2.844198e+07 nChanged 9369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133987 members 
Mstep: Class 2 contains 99812 members 
Entering Unmasked Estep 
Score: -28445330.000000 Penalty: 6131.659668
	Iteration 4Q: 3 clusters Score -2.844533e+07 nChanged 12061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143452 members 
Mstep: Class 2 contains 90347 members 
Entering Unmasked Estep 
Score: -28451252.000000 Penalty: 6131.659668
	Iteration 5F: 3 clusters Score -2.845125e+07 nChanged 15779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156937 members 
Mstep: Class 2 contains 76862 members 
Entering Unmasked Estep 
Score: -28461136.000000 Penalty: 6131.659668
	Iteration 6F: 3 clusters Score -2.846114e+07 nChanged 18645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173886 members 
Mstep: Class 2 contains 59913 members 
Entering Unmasked Estep 
Score: -28475246.000000 Penalty: 6131.659668
	Iteration 7F: 3 clusters Score -2.847525e+07 nChanged 18163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190857 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -28489458.000000 Penalty: 6131.659668
	Iteration 8F: 3 clusters Score -2.848946e+07 nChanged 14538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204739 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -28500320.000000 Penalty: 6131.659668
	Iteration 9F: 3 clusters Score -2.850032e+07 nChanged 9955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214450 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -28508504.000000 Penalty: 6131.659668
	Iteration 10Q: 3 clusters Score -2.85085e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220826 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -28513710.000000 Penalty: 6131.659668
	Iteration 11Q: 3 clusters Score -2.851371e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224858 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -28516894.000000 Penalty: 6131.659668
	Iteration 12Q: 3 clusters Score -2.851689e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227343 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -28518640.000000 Penalty: 6131.659668
	Iteration 13Q: 3 clusters Score -2.851864e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228937 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -28519730.000000 Penalty: 6131.659668
	Iteration 14Q: 3 clusters Score -2.851973e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230017 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -28520496.000000 Penalty: 6131.659668
	Iteration 15Q: 3 clusters Score -2.85205e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230762 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -28521012.000000 Penalty: 6131.659668
	Iteration 16Q: 3 clusters Score -2.852101e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231275 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -28521268.000000 Penalty: 6131.659668
	Iteration 17Q: 3 clusters Score -2.852127e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231606 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -28521474.000000 Penalty: 6131.659668
	Iteration 18Q: 3 clusters Score -2.852147e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231856 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -28521680.000000 Penalty: 6131.659668
	Iteration 19Q: 3 clusters Score -2.852168e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232037 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -28521804.000000 Penalty: 6131.659668
	Iteration 20F: 3 clusters Score -2.85218e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232183 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -28521932.000000 Penalty: 6131.659668
	Iteration 21Q: 3 clusters Score -2.852193e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232313 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -28522050.000000 Penalty: 6131.659668
	Iteration 22Q: 3 clusters Score -2.852205e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232416 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -28522134.000000 Penalty: 6131.659668
	Iteration 23Q: 3 clusters Score -2.852213e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232494 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -28522188.000000 Penalty: 6131.659668
	Iteration 24Q: 3 clusters Score -2.852219e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232545 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -28522222.000000 Penalty: 6131.659668
	Iteration 25Q: 3 clusters Score -2.852222e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232576 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -28522248.000000 Penalty: 6131.659668
	Iteration 26Q: 3 clusters Score -2.852225e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232612 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -28522286.000000 Penalty: 6131.659668
	Iteration 27Q: 3 clusters Score -2.852229e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232635 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -28522302.000000 Penalty: 6131.659668
	Iteration 28Q: 3 clusters Score -2.85223e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232654 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -28522312.000000 Penalty: 6131.659668
	Iteration 29Q: 3 clusters Score -2.852231e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232670 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -28522304.000000 Penalty: 6131.659668
	Iteration 30Q: 3 clusters Score -2.85223e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232685 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -28522328.000000 Penalty: 6131.659668
	Iteration 31Q: 3 clusters Score -2.852233e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232694 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -28522352.000000 Penalty: 6131.659668
	Iteration 32Q: 3 clusters Score -2.852235e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232700 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -28522350.000000 Penalty: 6131.659668
	Iteration 33Q: 3 clusters Score -2.852235e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232706 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -28522352.000000 Penalty: 6131.659668
	Iteration 34Q: 3 clusters Score -2.852235e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232715 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -28522364.000000 Penalty: 6131.659668
	Iteration 35Q: 3 clusters Score -2.852236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232717 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -28522362.000000 Penalty: 6131.659668
	Iteration 36Q: 3 clusters Score -2.852236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232717 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -28522352.000000 Penalty: 6131.659668
	Iteration 37Q: 3 clusters Score -2.852235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232713 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -28522364.000000 Penalty: 6131.659668
	Iteration 38Q: 3 clusters Score -2.852236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232715 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -28522384.000000 Penalty: 6131.659668
	Iteration 39Q: 3 clusters Score -2.852238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232718 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -28522378.000000 Penalty: 6131.659668
	Iteration 40F: 3 clusters Score -2.852238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232721 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -28522388.000000 Penalty: 6131.659668
	Iteration 41Q: 3 clusters Score -2.852239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232719 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -28522374.000000 Penalty: 6131.659668
	Iteration 42Q: 3 clusters Score -2.852237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232722 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -28522392.000000 Penalty: 6131.659668
	Iteration 43Q: 3 clusters Score -2.852239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232722 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -28522414.000000 Penalty: 6131.659668
	Iteration 44Q: 3 clusters Score -2.852241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232727 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -28522408.000000 Penalty: 6131.659668
	Iteration 45Q: 3 clusters Score -2.852241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232726 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -28522420.000000 Penalty: 6131.659668
	Iteration 46Q: 3 clusters Score -2.852242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232728 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -28522406.000000 Penalty: 6131.659668
	Iteration 47Q: 3 clusters Score -2.852241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232731 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -28522414.000000 Penalty: 6131.659668
	Iteration 48Q: 3 clusters Score -2.852241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232732 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -28522414.000000 Penalty: 6131.659668
	Iteration 49Q: 3 clusters Score -2.852241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232732 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -28522414.000000 Penalty: 6131.659668
	Iteration 50F: 3 clusters Score -2.852241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Entering Unmasked Estep 
Score: -1261641.750000 Penalty: 2311.093506
	Iteration 0F: 2 clusters Score -1261642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1253287.500000 Penalty: 4622.187012
	Iteration 0F: 3 clusters Score -1253288 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1255813.875000 Penalty: 4622.187012
	Iteration 1F: 3 clusters Score -1255814 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1256260.750000 Penalty: 4622.187012
	Iteration 2F: 3 clusters Score -1256261 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1256654.875000 Penalty: 4622.187012
	Iteration 3F: 3 clusters Score -1256655 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1257014.500000 Penalty: 4622.187012
	Iteration 4F: 3 clusters Score -1257014 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1257403.625000 Penalty: 4622.187012
	Iteration 5Q: 3 clusters Score -1257404 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1257806.625000 Penalty: 4622.187012
	Iteration 6Q: 3 clusters Score -1257807 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1258233.000000 Penalty: 4622.187012
	Iteration 7Q: 3 clusters Score -1258233 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1258597.125000 Penalty: 4622.187012
	Iteration 8Q: 3 clusters Score -1258597 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1258966.375000 Penalty: 4622.187012
	Iteration 9Q: 3 clusters Score -1258966 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1259290.875000 Penalty: 4622.187012
	Iteration 10Q: 3 clusters Score -1259291 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1259525.875000 Penalty: 4622.187012
	Iteration 11Q: 3 clusters Score -1259526 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1259713.125000 Penalty: 4622.187012
	Iteration 12Q: 3 clusters Score -1259713 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1259864.125000 Penalty: 4622.187012
	Iteration 13Q: 3 clusters Score -1259864 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1259976.125000 Penalty: 4622.187012
	Iteration 14Q: 3 clusters Score -1259976 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1260047.375000 Penalty: 4622.187012
	Iteration 15Q: 3 clusters Score -1260047 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1260102.500000 Penalty: 4622.187012
	Iteration 16Q: 3 clusters Score -1260102 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1260146.875000 Penalty: 4622.187012
	Iteration 17Q: 3 clusters Score -1260147 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1260175.750000 Penalty: 4622.187012
	Iteration 18Q: 3 clusters Score -1260176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1260198.750000 Penalty: 4622.187012
	Iteration 19Q: 3 clusters Score -1260199 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1260231.000000 Penalty: 4622.187012
	Iteration 20F: 3 clusters Score -1260231 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1260256.625000 Penalty: 4622.187012
	Iteration 21Q: 3 clusters Score -1260257 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1260283.750000 Penalty: 4622.187012
	Iteration 22Q: 3 clusters Score -1260284 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1260314.125000 Penalty: 4622.187012
	Iteration 23Q: 3 clusters Score -1260314 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1260349.125000 Penalty: 4622.187012
	Iteration 24Q: 3 clusters Score -1260349 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1260390.000000 Penalty: 4622.187012
	Iteration 25Q: 3 clusters Score -1260390 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1260422.500000 Penalty: 4622.187012
	Iteration 26Q: 3 clusters Score -1260422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1260435.875000 Penalty: 4622.187012
	Iteration 27Q: 3 clusters Score -1260436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1260443.875000 Penalty: 4622.187012
	Iteration 28Q: 3 clusters Score -1260444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1260449.000000 Penalty: 4622.187012
	Iteration 29Q: 3 clusters Score -1260449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1260451.875000 Penalty: 4622.187012
	Iteration 30Q: 3 clusters Score -1260452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1260459.375000 Penalty: 4622.187012
	Iteration 31Q: 3 clusters Score -1260459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1260460.500000 Penalty: 4622.187012
	Iteration 32Q: 3 clusters Score -1260460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1260462.625000 Penalty: 4622.187012
	Iteration 33Q: 3 clusters Score -1260463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1260465.625000 Penalty: 4622.187012
	Iteration 34Q: 3 clusters Score -1260466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1260466.125000 Penalty: 4622.187012
	Iteration 35Q: 3 clusters Score -1260466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1260466.500000 Penalty: 4622.187012
	Iteration 36Q: 3 clusters Score -1260466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1260469.500000 Penalty: 4622.187012
	Iteration 37Q: 3 clusters Score -1260470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1260467.625000 Penalty: 4622.187012
	Iteration 38Q: 3 clusters Score -1260468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1260467.500000 Penalty: 4622.187012
	Iteration 39Q: 3 clusters Score -1260468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1260467.500000 Penalty: 4622.187012
	Iteration 40F: 3 clusters Score -1260468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (256938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256938 members 
Entering Unmasked Estep 
Score: -31452166.000000 Penalty: 3089.234131
	Iteration 0F: 2 clusters Score -3.145217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128584 members 
Mstep: Class 2 contains 128354 members 
Entering Unmasked Estep 
Score: -31300880.000000 Penalty: 6178.468262
	Iteration 0F: 3 clusters Score -3.130088e+07 nChanged 124190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129232 members 
Mstep: Class 2 contains 127706 members 
Entering Unmasked Estep 
Score: -31373766.000000 Penalty: 6178.468262
	Iteration 1F: 3 clusters Score -3.137377e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129801 members 
Mstep: Class 2 contains 127137 members 
Entering Unmasked Estep 
Score: -31375066.000000 Penalty: 6178.468262
	Iteration 2Q: 3 clusters Score -3.137507e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130740 members 
Mstep: Class 2 contains 126198 members 
Entering Unmasked Estep 
Score: -31376648.000000 Penalty: 6178.468262
	Iteration 3Q: 3 clusters Score -3.137665e+07 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132125 members 
Mstep: Class 2 contains 124813 members 
Entering Unmasked Estep 
Score: -31378990.000000 Penalty: 6178.468262
	Iteration 4Q: 3 clusters Score -3.137899e+07 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134390 members 
Mstep: Class 2 contains 122548 members 
Entering Unmasked Estep 
Score: -31382140.000000 Penalty: 6178.468262
	Iteration 5Q: 3 clusters Score -3.138214e+07 nChanged 10717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137897 members 
Mstep: Class 2 contains 119041 members 
Entering Unmasked Estep 
Score: -31386728.000000 Penalty: 6178.468262
	Iteration 6Q: 3 clusters Score -3.138673e+07 nChanged 12335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142988 members 
Mstep: Class 2 contains 113950 members 
Entering Unmasked Estep 
Score: -31392294.000000 Penalty: 6178.468262
	Iteration 7Q: 3 clusters Score -3.139229e+07 nChanged 13750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149802 members 
Mstep: Class 2 contains 107136 members 
Entering Unmasked Estep 
Score: -31399536.000000 Penalty: 6178.468262
	Iteration 8F: 3 clusters Score -3.139954e+07 nChanged 14720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158148 members 
Mstep: Class 2 contains 98790 members 
Entering Unmasked Estep 
Score: -31407862.000000 Penalty: 6178.468262
	Iteration 9F: 3 clusters Score -3.140786e+07 nChanged 15229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167407 members 
Mstep: Class 2 contains 89531 members 
Entering Unmasked Estep 
Score: -31417132.000000 Penalty: 6178.468262
	Iteration 10F: 3 clusters Score -3.141713e+07 nChanged 14343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176010 members 
Mstep: Class 2 contains 80928 members 
Entering Unmasked Estep 
Score: -31425394.000000 Penalty: 6178.468262
	Iteration 11F: 3 clusters Score -3.142539e+07 nChanged 12084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183352 members 
Mstep: Class 2 contains 73586 members 
Entering Unmasked Estep 
Score: -31431298.000000 Penalty: 6178.468262
	Iteration 12Q: 3 clusters Score -3.14313e+07 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189296 members 
Mstep: Class 2 contains 67642 members 
Entering Unmasked Estep 
Score: -31434266.000000 Penalty: 6178.468262
	Iteration 13Q: 3 clusters Score -3.143427e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194177 members 
Mstep: Class 2 contains 62761 members 
Entering Unmasked Estep 
Score: -31435592.000000 Penalty: 6178.468262
	Iteration 14Q: 3 clusters Score -3.143559e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198394 members 
Mstep: Class 2 contains 58544 members 
Entering Unmasked Estep 
Score: -31436516.000000 Penalty: 6178.468262
	Iteration 15Q: 3 clusters Score -3.143652e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202047 members 
Mstep: Class 2 contains 54891 members 
Entering Unmasked Estep 
Score: -31437054.000000 Penalty: 6178.468262
	Iteration 16Q: 3 clusters Score -3.143705e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205431 members 
Mstep: Class 2 contains 51507 members 
Entering Unmasked Estep 
Score: -31437574.000000 Penalty: 6178.468262
	Iteration 17Q: 3 clusters Score -3.143757e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208472 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -31437782.000000 Penalty: 6178.468262
	Iteration 18Q: 3 clusters Score -3.143778e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211193 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -31437998.000000 Penalty: 6178.468262
	Iteration 19Q: 3 clusters Score -3.1438e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213690 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -31438140.000000 Penalty: 6178.468262
	Iteration 20F: 3 clusters Score -3.143814e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215946 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -31438174.000000 Penalty: 6178.468262
	Iteration 21Q: 3 clusters Score -3.143817e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218095 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -31438422.000000 Penalty: 6178.468262
	Iteration 22Q: 3 clusters Score -3.143842e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220097 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -31438718.000000 Penalty: 6178.468262
	Iteration 23Q: 3 clusters Score -3.143872e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222029 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -31438880.000000 Penalty: 6178.468262
	Iteration 24Q: 3 clusters Score -3.143888e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223869 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -31439178.000000 Penalty: 6178.468262
	Iteration 25Q: 3 clusters Score -3.143918e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225634 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -31439504.000000 Penalty: 6178.468262
	Iteration 26Q: 3 clusters Score -3.14395e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227303 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -31439922.000000 Penalty: 6178.468262
	Iteration 27Q: 3 clusters Score -3.143992e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228887 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -31440234.000000 Penalty: 6178.468262
	Iteration 28Q: 3 clusters Score -3.144023e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230425 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -31440442.000000 Penalty: 6178.468262
	Iteration 29Q: 3 clusters Score -3.144044e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231932 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -31440798.000000 Penalty: 6178.468262
	Iteration 30Q: 3 clusters Score -3.14408e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233368 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -31441224.000000 Penalty: 6178.468262
	Iteration 31Q: 3 clusters Score -3.144122e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234796 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -31441392.000000 Penalty: 6178.468262
	Iteration 32Q: 3 clusters Score -3.144139e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236207 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -31441678.000000 Penalty: 6178.468262
	Iteration 33Q: 3 clusters Score -3.144168e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237543 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -31442066.000000 Penalty: 6178.468262
	Iteration 34Q: 3 clusters Score -3.144207e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238847 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -31442584.000000 Penalty: 6178.468262
	Iteration 35Q: 3 clusters Score -3.144258e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240149 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -31442932.000000 Penalty: 6178.468262
	Iteration 36Q: 3 clusters Score -3.144293e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241292 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -31443278.000000 Penalty: 6178.468262
	Iteration 37Q: 3 clusters Score -3.144328e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242373 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -31443690.000000 Penalty: 6178.468262
	Iteration 38Q: 3 clusters Score -3.144369e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243450 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -31444102.000000 Penalty: 6178.468262
	Iteration 39Q: 3 clusters Score -3.14441e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244445 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -31444484.000000 Penalty: 6178.468262
	Iteration 40F: 3 clusters Score -3.144448e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245437 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -31444862.000000 Penalty: 6178.468262
	Iteration 41Q: 3 clusters Score -3.144486e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246374 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -31445304.000000 Penalty: 6178.468262
	Iteration 42Q: 3 clusters Score -3.14453e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247170 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -31445692.000000 Penalty: 6178.468262
	Iteration 43Q: 3 clusters Score -3.144569e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247921 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -31446076.000000 Penalty: 6178.468262
	Iteration 44Q: 3 clusters Score -3.144608e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248596 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -31446374.000000 Penalty: 6178.468262
	Iteration 45Q: 3 clusters Score -3.144637e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249186 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -31446574.000000 Penalty: 6178.468262
	Iteration 46Q: 3 clusters Score -3.144657e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249715 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -31446758.000000 Penalty: 6178.468262
	Iteration 47Q: 3 clusters Score -3.144676e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250204 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -31446990.000000 Penalty: 6178.468262
	Iteration 48Q: 3 clusters Score -3.144699e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250644 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -31447234.000000 Penalty: 6178.468262
	Iteration 49Q: 3 clusters Score -3.144723e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251049 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -31447422.000000 Penalty: 6178.468262
	Iteration 50Q: 3 clusters Score -3.144742e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251385 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -31447548.000000 Penalty: 6178.468262
	Iteration 51Q: 3 clusters Score -3.144755e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251669 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -31447696.000000 Penalty: 6178.468262
	Iteration 52Q: 3 clusters Score -3.14477e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251916 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -31447722.000000 Penalty: 6178.468262
	Iteration 53Q: 3 clusters Score -3.144772e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252145 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -31447748.000000 Penalty: 6178.468262
	Iteration 54Q: 3 clusters Score -3.144775e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252358 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -31447860.000000 Penalty: 6178.468262
	Iteration 55Q: 3 clusters Score -3.144786e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252560 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -31448056.000000 Penalty: 6178.468262
	Iteration 56Q: 3 clusters Score -3.144806e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252760 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -31448178.000000 Penalty: 6178.468262
	Iteration 57Q: 3 clusters Score -3.144818e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252928 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -31448226.000000 Penalty: 6178.468262
	Iteration 58Q: 3 clusters Score -3.144823e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253080 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -31448340.000000 Penalty: 6178.468262
	Iteration 59Q: 3 clusters Score -3.144834e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253226 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -31448434.000000 Penalty: 6178.468262
	Iteration 60F: 3 clusters Score -3.144843e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253347 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -31448448.000000 Penalty: 6178.468262
	Iteration 61Q: 3 clusters Score -3.144845e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253447 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -31448478.000000 Penalty: 6178.468262
	Iteration 62Q: 3 clusters Score -3.144848e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253525 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -31448508.000000 Penalty: 6178.468262
	Iteration 63Q: 3 clusters Score -3.144851e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253594 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -31448508.000000 Penalty: 6178.468262
	Iteration 64Q: 3 clusters Score -3.144851e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253670 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -31448542.000000 Penalty: 6178.468262
	Iteration 65Q: 3 clusters Score -3.144854e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253738 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -31448544.000000 Penalty: 6178.468262
	Iteration 66Q: 3 clusters Score -3.144854e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253796 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -31448572.000000 Penalty: 6178.468262
	Iteration 67Q: 3 clusters Score -3.144857e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253846 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -31448546.000000 Penalty: 6178.468262
	Iteration 68Q: 3 clusters Score -3.144855e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253910 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -31448574.000000 Penalty: 6178.468262
	Iteration 69Q: 3 clusters Score -3.144857e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253964 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -31448624.000000 Penalty: 6178.468262
	Iteration 70Q: 3 clusters Score -3.144862e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254008 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -31448658.000000 Penalty: 6178.468262
	Iteration 71Q: 3 clusters Score -3.144866e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254054 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -31448682.000000 Penalty: 6178.468262
	Iteration 72Q: 3 clusters Score -3.144868e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254091 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -31448714.000000 Penalty: 6178.468262
	Iteration 73Q: 3 clusters Score -3.144871e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254116 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -31448724.000000 Penalty: 6178.468262
	Iteration 74Q: 3 clusters Score -3.144872e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254147 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -31448726.000000 Penalty: 6178.468262
	Iteration 75Q: 3 clusters Score -3.144873e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254181 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -31448716.000000 Penalty: 6178.468262
	Iteration 76Q: 3 clusters Score -3.144872e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254212 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -31448742.000000 Penalty: 6178.468262
	Iteration 77Q: 3 clusters Score -3.144874e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254247 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -31448780.000000 Penalty: 6178.468262
	Iteration 78Q: 3 clusters Score -3.144878e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254278 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -31448766.000000 Penalty: 6178.468262
	Iteration 79Q: 3 clusters Score -3.144877e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254303 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -31448798.000000 Penalty: 6178.468262
	Iteration 80F: 3 clusters Score -3.14488e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254319 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -31448802.000000 Penalty: 6178.468262
	Iteration 81Q: 3 clusters Score -3.14488e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254331 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -31448836.000000 Penalty: 6178.468262
	Iteration 82Q: 3 clusters Score -3.144884e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254349 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -31448872.000000 Penalty: 6178.468262
	Iteration 83Q: 3 clusters Score -3.144887e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254364 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -31448876.000000 Penalty: 6178.468262
	Iteration 84Q: 3 clusters Score -3.144888e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254380 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -31448874.000000 Penalty: 6178.468262
	Iteration 85Q: 3 clusters Score -3.144887e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254390 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -31448844.000000 Penalty: 6178.468262
	Iteration 86Q: 3 clusters Score -3.144884e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254404 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -31448884.000000 Penalty: 6178.468262
	Iteration 87Q: 3 clusters Score -3.144888e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254421 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -31448840.000000 Penalty: 6178.468262
	Iteration 88Q: 3 clusters Score -3.144884e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254431 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -31448838.000000 Penalty: 6178.468262
	Iteration 89Q: 3 clusters Score -3.144884e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254439 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -31448840.000000 Penalty: 6178.468262
	Iteration 90Q: 3 clusters Score -3.144884e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254445 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -31448834.000000 Penalty: 6178.468262
	Iteration 91Q: 3 clusters Score -3.144883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254452 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -31448846.000000 Penalty: 6178.468262
	Iteration 92Q: 3 clusters Score -3.144885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254454 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -31448828.000000 Penalty: 6178.468262
	Iteration 93Q: 3 clusters Score -3.144883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254455 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -31448830.000000 Penalty: 6178.468262
	Iteration 94Q: 3 clusters Score -3.144883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254453 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -31448838.000000 Penalty: 6178.468262
	Iteration 95Q: 3 clusters Score -3.144884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254453 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -31448838.000000 Penalty: 6178.468262
	Iteration 96F: 3 clusters Score -3.144884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Entering Unmasked Estep 
Score: -3921866.750000 Penalty: 2574.093750
	Iteration 0F: 2 clusters Score -3921867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3899851.000000 Penalty: 5148.187500
	Iteration 0F: 3 clusters Score -3899851 nChanged 14458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -3907666.750000 Penalty: 5148.187500
	Iteration 1F: 3 clusters Score -3907667 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -3908302.500000 Penalty: 5148.187500
	Iteration 2Q: 3 clusters Score -3908302 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -3909138.000000 Penalty: 5148.187500
	Iteration 3F: 3 clusters Score -3909138 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -3910468.250000 Penalty: 5148.187500
	Iteration 4F: 3 clusters Score -3910468 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -3912353.000000 Penalty: 5148.187500
	Iteration 5F: 3 clusters Score -3912353 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -3914445.750000 Penalty: 5148.187500
	Iteration 6F: 3 clusters Score -3914446 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -3916012.250000 Penalty: 5148.187500
	Iteration 7F: 3 clusters Score -3916012 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -3916934.750000 Penalty: 5148.187500
	Iteration 8F: 3 clusters Score -3916935 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -3917523.750000 Penalty: 5148.187500
	Iteration 9Q: 3 clusters Score -3917524 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -3917911.000000 Penalty: 5148.187500
	Iteration 10Q: 3 clusters Score -3917911 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -3918225.500000 Penalty: 5148.187500
	Iteration 11Q: 3 clusters Score -3918226 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3918488.000000 Penalty: 5148.187500
	Iteration 12Q: 3 clusters Score -3918488 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -3918763.000000 Penalty: 5148.187500
	Iteration 13Q: 3 clusters Score -3918763 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -3918974.500000 Penalty: 5148.187500
	Iteration 14Q: 3 clusters Score -3918974 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -3919174.000000 Penalty: 5148.187500
	Iteration 15Q: 3 clusters Score -3919174 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -3919351.000000 Penalty: 5148.187500
	Iteration 16Q: 3 clusters Score -3919351 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -3919519.000000 Penalty: 5148.187500
	Iteration 17Q: 3 clusters Score -3919519 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -3919661.000000 Penalty: 5148.187500
	Iteration 18Q: 3 clusters Score -3919661 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3919769.750000 Penalty: 5148.187500
	Iteration 19Q: 3 clusters Score -3919770 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3919844.500000 Penalty: 5148.187500
	Iteration 20F: 3 clusters Score -3919844 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3919918.750000 Penalty: 5148.187500
	Iteration 21Q: 3 clusters Score -3919919 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3919960.750000 Penalty: 5148.187500
	Iteration 22Q: 3 clusters Score -3919961 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -3919982.500000 Penalty: 5148.187500
	Iteration 23Q: 3 clusters Score -3919982 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3919998.250000 Penalty: 5148.187500
	Iteration 24Q: 3 clusters Score -3919998 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3920026.000000 Penalty: 5148.187500
	Iteration 25Q: 3 clusters Score -3920026 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3920064.250000 Penalty: 5148.187500
	Iteration 26Q: 3 clusters Score -3920064 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3920059.750000 Penalty: 5148.187500
	Iteration 27Q: 3 clusters Score -3920060 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3920082.000000 Penalty: 5148.187500
	Iteration 28Q: 3 clusters Score -3920082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3920104.500000 Penalty: 5148.187500
	Iteration 29Q: 3 clusters Score -3920104 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3920111.750000 Penalty: 5148.187500
	Iteration 30Q: 3 clusters Score -3920112 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3920134.500000 Penalty: 5148.187500
	Iteration 31Q: 3 clusters Score -3920134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3920136.750000 Penalty: 5148.187500
	Iteration 32Q: 3 clusters Score -3920137 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3920154.250000 Penalty: 5148.187500
	Iteration 33Q: 3 clusters Score -3920154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3920163.250000 Penalty: 5148.187500
	Iteration 34Q: 3 clusters Score -3920163 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3920178.750000 Penalty: 5148.187500
	Iteration 35Q: 3 clusters Score -3920179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3920183.750000 Penalty: 5148.187500
	Iteration 36Q: 3 clusters Score -3920184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3920193.500000 Penalty: 5148.187500
	Iteration 37Q: 3 clusters Score -3920194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3920195.500000 Penalty: 5148.187500
	Iteration 38Q: 3 clusters Score -3920196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3920191.500000 Penalty: 5148.187500
	Iteration 39Q: 3 clusters Score -3920192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3920197.250000 Penalty: 5148.187500
	Iteration 40F: 3 clusters Score -3920197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3920197.500000 Penalty: 5148.187500
	Iteration 41Q: 3 clusters Score -3920198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3920197.000000 Penalty: 5148.187500
	Iteration 42Q: 3 clusters Score -3920197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3920199.250000 Penalty: 5148.187500
	Iteration 43Q: 3 clusters Score -3920199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3920201.000000 Penalty: 5148.187500
	Iteration 44Q: 3 clusters Score -3920201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3920203.500000 Penalty: 5148.187500
	Iteration 45Q: 3 clusters Score -3920204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3920200.500000 Penalty: 5148.187500
	Iteration 46Q: 3 clusters Score -3920200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3920205.500000 Penalty: 5148.187500
	Iteration 47Q: 3 clusters Score -3920206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3920203.000000 Penalty: 5148.187500
	Iteration 48Q: 3 clusters Score -3920203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3920202.000000 Penalty: 5148.187500
	Iteration 49Q: 3 clusters Score -3920202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3920202.500000 Penalty: 5148.187500
	Iteration 50Q: 3 clusters Score -3920202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3920202.500000 Penalty: 5148.187500
	Iteration 51F: 3 clusters Score -3920202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Entering Unmasked Estep 
Score: -576886.937500 Penalty: 2102.862305
	Iteration 0F: 2 clusters Score -576886.9 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 2410 members 
Entering Unmasked Estep 
Score: -572425.187500 Penalty: 4205.724609
	Iteration 0F: 3 clusters Score -572425.2 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -573463.687500 Penalty: 4205.724609
	Iteration 1F: 3 clusters Score -573463.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -573682.187500 Penalty: 4205.724609
	Iteration 2F: 3 clusters Score -573682.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -573825.625000 Penalty: 4205.724609
	Iteration 3F: 3 clusters Score -573825.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -573928.187500 Penalty: 4205.724609
	Iteration 4Q: 3 clusters Score -573928.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -574030.937500 Penalty: 4205.724609
	Iteration 5Q: 3 clusters Score -574030.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -574111.437500 Penalty: 4205.724609
	Iteration 6Q: 3 clusters Score -574111.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -574169.187500 Penalty: 4205.724609
	Iteration 7Q: 3 clusters Score -574169.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -574208.312500 Penalty: 4205.724609
	Iteration 8Q: 3 clusters Score -574208.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -574241.250000 Penalty: 4205.724609
	Iteration 9Q: 3 clusters Score -574241.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -574263.375000 Penalty: 4205.724609
	Iteration 10Q: 3 clusters Score -574263.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -574287.875000 Penalty: 4205.724609
	Iteration 11Q: 3 clusters Score -574287.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -574307.375000 Penalty: 4205.724609
	Iteration 12Q: 3 clusters Score -574307.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -574323.312500 Penalty: 4205.724609
	Iteration 13Q: 3 clusters Score -574323.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -574337.437500 Penalty: 4205.724609
	Iteration 14Q: 3 clusters Score -574337.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -574355.875000 Penalty: 4205.724609
	Iteration 15Q: 3 clusters Score -574355.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -574370.375000 Penalty: 4205.724609
	Iteration 16Q: 3 clusters Score -574370.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -574386.875000 Penalty: 4205.724609
	Iteration 17Q: 3 clusters Score -574386.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -574400.000000 Penalty: 4205.724609
	Iteration 18Q: 3 clusters Score -574400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -574411.750000 Penalty: 4205.724609
	Iteration 19Q: 3 clusters Score -574411.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -574424.812500 Penalty: 4205.724609
	Iteration 20F: 3 clusters Score -574424.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -574434.000000 Penalty: 4205.724609
	Iteration 21Q: 3 clusters Score -574434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -574447.062500 Penalty: 4205.724609
	Iteration 22Q: 3 clusters Score -574447.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -574459.125000 Penalty: 4205.724609
	Iteration 23Q: 3 clusters Score -574459.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -574473.500000 Penalty: 4205.724609
	Iteration 24Q: 3 clusters Score -574473.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -574486.750000 Penalty: 4205.724609
	Iteration 25Q: 3 clusters Score -574486.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -574496.250000 Penalty: 4205.724609
	Iteration 26Q: 3 clusters Score -574496.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -574502.562500 Penalty: 4205.724609
	Iteration 27Q: 3 clusters Score -574502.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -574509.812500 Penalty: 4205.724609
	Iteration 28Q: 3 clusters Score -574509.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -574514.937500 Penalty: 4205.724609
	Iteration 29Q: 3 clusters Score -574514.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -574524.062500 Penalty: 4205.724609
	Iteration 30Q: 3 clusters Score -574524.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -574531.562500 Penalty: 4205.724609
	Iteration 31Q: 3 clusters Score -574531.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -574539.000000 Penalty: 4205.724609
	Iteration 32Q: 3 clusters Score -574539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -574545.562500 Penalty: 4205.724609
	Iteration 33Q: 3 clusters Score -574545.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -574550.687500 Penalty: 4205.724609
	Iteration 34Q: 3 clusters Score -574550.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -574555.250000 Penalty: 4205.724609
	Iteration 35Q: 3 clusters Score -574555.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -574560.000000 Penalty: 4205.724609
	Iteration 36Q: 3 clusters Score -574560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -574565.000000 Penalty: 4205.724609
	Iteration 37Q: 3 clusters Score -574565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -574575.937500 Penalty: 4205.724609
	Iteration 38Q: 3 clusters Score -574575.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -574585.687500 Penalty: 4205.724609
	Iteration 39Q: 3 clusters Score -574585.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -574591.000000 Penalty: 4205.724609
	Iteration 40F: 3 clusters Score -574591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -574596.687500 Penalty: 4205.724609
	Iteration 41Q: 3 clusters Score -574596.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -574601.562500 Penalty: 4205.724609
	Iteration 42Q: 3 clusters Score -574601.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -574608.187500 Penalty: 4205.724609
	Iteration 43Q: 3 clusters Score -574608.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -574611.812500 Penalty: 4205.724609
	Iteration 44Q: 3 clusters Score -574611.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -574615.312500 Penalty: 4205.724609
	Iteration 45Q: 3 clusters Score -574615.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -574620.812500 Penalty: 4205.724609
	Iteration 46Q: 3 clusters Score -574620.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -574624.062500 Penalty: 4205.724609
	Iteration 47Q: 3 clusters Score -574624.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -574626.312500 Penalty: 4205.724609
	Iteration 48Q: 3 clusters Score -574626.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -574628.812500 Penalty: 4205.724609
	Iteration 49Q: 3 clusters Score -574628.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -574631.625000 Penalty: 4205.724609
	Iteration 50Q: 3 clusters Score -574631.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -574632.750000 Penalty: 4205.724609
	Iteration 51Q: 3 clusters Score -574632.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -574635.062500 Penalty: 4205.724609
	Iteration 52Q: 3 clusters Score -574635.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -574639.062500 Penalty: 4205.724609
	Iteration 53Q: 3 clusters Score -574639.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -574643.812500 Penalty: 4205.724609
	Iteration 54Q: 3 clusters Score -574643.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -574651.062500 Penalty: 4205.724609
	Iteration 55Q: 3 clusters Score -574651.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -574658.125000 Penalty: 4205.724609
	Iteration 56Q: 3 clusters Score -574658.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -574665.750000 Penalty: 4205.724609
	Iteration 57Q: 3 clusters Score -574665.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -574676.437500 Penalty: 4205.724609
	Iteration 58Q: 3 clusters Score -574676.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -574687.687500 Penalty: 4205.724609
	Iteration 59Q: 3 clusters Score -574687.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -574697.250000 Penalty: 4205.724609
	Iteration 60F: 3 clusters Score -574697.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -574703.250000 Penalty: 4205.724609
	Iteration 61Q: 3 clusters Score -574703.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -574712.500000 Penalty: 4205.724609
	Iteration 62Q: 3 clusters Score -574712.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -574720.375000 Penalty: 4205.724609
	Iteration 63Q: 3 clusters Score -574720.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -574729.750000 Penalty: 4205.724609
	Iteration 64Q: 3 clusters Score -574729.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -574736.875000 Penalty: 4205.724609
	Iteration 65Q: 3 clusters Score -574736.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -574745.437500 Penalty: 4205.724609
	Iteration 66Q: 3 clusters Score -574745.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -574754.625000 Penalty: 4205.724609
	Iteration 67Q: 3 clusters Score -574754.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -574763.437500 Penalty: 4205.724609
	Iteration 68Q: 3 clusters Score -574763.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -574776.500000 Penalty: 4205.724609
	Iteration 69Q: 3 clusters Score -574776.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -574784.500000 Penalty: 4205.724609
	Iteration 70Q: 3 clusters Score -574784.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -574795.375000 Penalty: 4205.724609
	Iteration 71Q: 3 clusters Score -574795.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -574798.437500 Penalty: 4205.724609
	Iteration 72Q: 3 clusters Score -574798.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -574805.500000 Penalty: 4205.724609
	Iteration 73Q: 3 clusters Score -574805.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -574810.062500 Penalty: 4205.724609
	Iteration 74Q: 3 clusters Score -574810.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -574813.437500 Penalty: 4205.724609
	Iteration 75Q: 3 clusters Score -574813.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -574816.125000 Penalty: 4205.724609
	Iteration 76Q: 3 clusters Score -574816.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -574817.125000 Penalty: 4205.724609
	Iteration 77Q: 3 clusters Score -574817.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -574818.500000 Penalty: 4205.724609
	Iteration 78Q: 3 clusters Score -574818.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -574825.500000 Penalty: 4205.724609
	Iteration 79Q: 3 clusters Score -574825.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -574829.687500 Penalty: 4205.724609
	Iteration 80F: 3 clusters Score -574829.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -574832.500000 Penalty: 4205.724609
	Iteration 81Q: 3 clusters Score -574832.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -574837.562500 Penalty: 4205.724609
	Iteration 82Q: 3 clusters Score -574837.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -574842.937500 Penalty: 4205.724609
	Iteration 83Q: 3 clusters Score -574842.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -574847.125000 Penalty: 4205.724609
	Iteration 84Q: 3 clusters Score -574847.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -574850.625000 Penalty: 4205.724609
	Iteration 85Q: 3 clusters Score -574850.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -574853.375000 Penalty: 4205.724609
	Iteration 86Q: 3 clusters Score -574853.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -574855.437500 Penalty: 4205.724609
	Iteration 87Q: 3 clusters Score -574855.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -574855.750000 Penalty: 4205.724609
	Iteration 88Q: 3 clusters Score -574855.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -574856.437500 Penalty: 4205.724609
	Iteration 89Q: 3 clusters Score -574856.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -574856.437500 Penalty: 4205.724609
	Iteration 90F: 3 clusters Score -574856.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (67703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67703 members 
Entering Unmasked Estep 
Score: -7693358.000000 Penalty: 2758.475586
	Iteration 0F: 2 clusters Score -7693358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -7647993.500000 Penalty: 5516.951172
	Iteration 0F: 3 clusters Score -7647994 nChanged 31599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -7666242.000000 Penalty: 5516.951172
	Iteration 1F: 3 clusters Score -7666242 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -7667666.500000 Penalty: 5516.951172
	Iteration 2Q: 3 clusters Score -7667666 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -7669482.000000 Penalty: 5516.951172
	Iteration 3F: 3 clusters Score -7669482 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -7671540.000000 Penalty: 5516.951172
	Iteration 4F: 3 clusters Score -7671540 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -7673685.500000 Penalty: 5516.951172
	Iteration 5F: 3 clusters Score -7673686 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -7675861.000000 Penalty: 5516.951172
	Iteration 6F: 3 clusters Score -7675861 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -7677862.000000 Penalty: 5516.951172
	Iteration 7F: 3 clusters Score -7677862 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -7679671.000000 Penalty: 5516.951172
	Iteration 8Q: 3 clusters Score -7679671 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -7680931.000000 Penalty: 5516.951172
	Iteration 9Q: 3 clusters Score -7680931 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -7681937.000000 Penalty: 5516.951172
	Iteration 10Q: 3 clusters Score -7681937 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -7682602.000000 Penalty: 5516.951172
	Iteration 11Q: 3 clusters Score -7682602 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 42441 members 
Entering Unmasked Estep 
Score: -7683229.500000 Penalty: 5516.951172
	Iteration 12Q: 3 clusters Score -7683230 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -7683734.000000 Penalty: 5516.951172
	Iteration 13Q: 3 clusters Score -7683734 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -7684085.000000 Penalty: 5516.951172
	Iteration 14Q: 3 clusters Score -7684085 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -7684463.000000 Penalty: 5516.951172
	Iteration 15Q: 3 clusters Score -7684463 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -7684797.000000 Penalty: 5516.951172
	Iteration 16Q: 3 clusters Score -7684797 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -7685053.500000 Penalty: 5516.951172
	Iteration 17Q: 3 clusters Score -7685054 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -7685339.500000 Penalty: 5516.951172
	Iteration 18Q: 3 clusters Score -7685340 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -7685585.000000 Penalty: 5516.951172
	Iteration 19Q: 3 clusters Score -7685585 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -7685918.500000 Penalty: 5516.951172
	Iteration 20F: 3 clusters Score -7685918 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -7686253.000000 Penalty: 5516.951172
	Iteration 21Q: 3 clusters Score -7686253 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -7686593.500000 Penalty: 5516.951172
	Iteration 22Q: 3 clusters Score -7686594 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -7686993.000000 Penalty: 5516.951172
	Iteration 23Q: 3 clusters Score -7686993 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 52525 members 
Entering Unmasked Estep 
Score: -7687425.000000 Penalty: 5516.951172
	Iteration 24Q: 3 clusters Score -7687425 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 53555 members 
Entering Unmasked Estep 
Score: -7687793.000000 Penalty: 5516.951172
	Iteration 25Q: 3 clusters Score -7687793 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 54579 members 
Entering Unmasked Estep 
Score: -7688130.000000 Penalty: 5516.951172
	Iteration 26Q: 3 clusters Score -7688130 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -7688450.000000 Penalty: 5516.951172
	Iteration 27Q: 3 clusters Score -7688450 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 56601 members 
Entering Unmasked Estep 
Score: -7688885.000000 Penalty: 5516.951172
	Iteration 28Q: 3 clusters Score -7688885 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 57538 members 
Entering Unmasked Estep 
Score: -7689228.500000 Penalty: 5516.951172
	Iteration 29Q: 3 clusters Score -7689228 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 58407 members 
Entering Unmasked Estep 
Score: -7689519.500000 Penalty: 5516.951172
	Iteration 30Q: 3 clusters Score -7689520 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 59144 members 
Entering Unmasked Estep 
Score: -7689728.000000 Penalty: 5516.951172
	Iteration 31Q: 3 clusters Score -7689728 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -7689939.500000 Penalty: 5516.951172
	Iteration 32Q: 3 clusters Score -7689940 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 60411 members 
Entering Unmasked Estep 
Score: -7690154.500000 Penalty: 5516.951172
	Iteration 33Q: 3 clusters Score -7690154 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 60973 members 
Entering Unmasked Estep 
Score: -7690331.000000 Penalty: 5516.951172
	Iteration 34Q: 3 clusters Score -7690331 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 61471 members 
Entering Unmasked Estep 
Score: -7690490.500000 Penalty: 5516.951172
	Iteration 35Q: 3 clusters Score -7690490 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 61936 members 
Entering Unmasked Estep 
Score: -7690631.500000 Penalty: 5516.951172
	Iteration 36Q: 3 clusters Score -7690632 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 62326 members 
Entering Unmasked Estep 
Score: -7690762.000000 Penalty: 5516.951172
	Iteration 37Q: 3 clusters Score -7690762 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 62669 members 
Entering Unmasked Estep 
Score: -7690857.500000 Penalty: 5516.951172
	Iteration 38Q: 3 clusters Score -7690858 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 62949 members 
Entering Unmasked Estep 
Score: -7690925.000000 Penalty: 5516.951172
	Iteration 39Q: 3 clusters Score -7690925 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 63175 members 
Entering Unmasked Estep 
Score: -7690986.500000 Penalty: 5516.951172
	Iteration 40F: 3 clusters Score -7690986 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 63387 members 
Entering Unmasked Estep 
Score: -7691023.500000 Penalty: 5516.951172
	Iteration 41Q: 3 clusters Score -7691024 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 63574 members 
Entering Unmasked Estep 
Score: -7691091.500000 Penalty: 5516.951172
	Iteration 42Q: 3 clusters Score -7691092 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 63735 members 
Entering Unmasked Estep 
Score: -7691124.500000 Penalty: 5516.951172
	Iteration 43Q: 3 clusters Score -7691124 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 63893 members 
Entering Unmasked Estep 
Score: -7691196.500000 Penalty: 5516.951172
	Iteration 44Q: 3 clusters Score -7691196 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 64052 members 
Entering Unmasked Estep 
Score: -7691260.000000 Penalty: 5516.951172
	Iteration 45Q: 3 clusters Score -7691260 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 64217 members 
Entering Unmasked Estep 
Score: -7691317.000000 Penalty: 5516.951172
	Iteration 46Q: 3 clusters Score -7691317 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 64374 members 
Entering Unmasked Estep 
Score: -7691395.000000 Penalty: 5516.951172
	Iteration 47Q: 3 clusters Score -7691395 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 64527 members 
Entering Unmasked Estep 
Score: -7691430.000000 Penalty: 5516.951172
	Iteration 48Q: 3 clusters Score -7691430 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 64643 members 
Entering Unmasked Estep 
Score: -7691488.000000 Penalty: 5516.951172
	Iteration 49Q: 3 clusters Score -7691488 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 64760 members 
Entering Unmasked Estep 
Score: -7691552.500000 Penalty: 5516.951172
	Iteration 50Q: 3 clusters Score -7691552 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -7691611.000000 Penalty: 5516.951172
	Iteration 51Q: 3 clusters Score -7691611 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 64974 members 
Entering Unmasked Estep 
Score: -7691640.500000 Penalty: 5516.951172
	Iteration 52Q: 3 clusters Score -7691640 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 65049 members 
Entering Unmasked Estep 
Score: -7691692.500000 Penalty: 5516.951172
	Iteration 53Q: 3 clusters Score -7691692 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 65126 members 
Entering Unmasked Estep 
Score: -7691699.500000 Penalty: 5516.951172
	Iteration 54Q: 3 clusters Score -7691700 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 65204 members 
Entering Unmasked Estep 
Score: -7691746.000000 Penalty: 5516.951172
	Iteration 55Q: 3 clusters Score -7691746 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 65274 members 
Entering Unmasked Estep 
Score: -7691760.500000 Penalty: 5516.951172
	Iteration 56Q: 3 clusters Score -7691760 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 65326 members 
Entering Unmasked Estep 
Score: -7691790.500000 Penalty: 5516.951172
	Iteration 57Q: 3 clusters Score -7691790 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 65377 members 
Entering Unmasked Estep 
Score: -7691823.500000 Penalty: 5516.951172
	Iteration 58Q: 3 clusters Score -7691824 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 65432 members 
Entering Unmasked Estep 
Score: -7691849.500000 Penalty: 5516.951172
	Iteration 59Q: 3 clusters Score -7691850 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 65485 members 
Entering Unmasked Estep 
Score: -7691888.000000 Penalty: 5516.951172
	Iteration 60F: 3 clusters Score -7691888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 65525 members 
Entering Unmasked Estep 
Score: -7691925.500000 Penalty: 5516.951172
	Iteration 61Q: 3 clusters Score -7691926 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -7691947.500000 Penalty: 5516.951172
	Iteration 62Q: 3 clusters Score -7691948 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 65580 members 
Entering Unmasked Estep 
Score: -7691949.500000 Penalty: 5516.951172
	Iteration 63Q: 3 clusters Score -7691950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 65598 members 
Entering Unmasked Estep 
Score: -7691964.000000 Penalty: 5516.951172
	Iteration 64Q: 3 clusters Score -7691964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 65609 members 
Entering Unmasked Estep 
Score: -7691970.000000 Penalty: 5516.951172
	Iteration 65Q: 3 clusters Score -7691970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 65625 members 
Entering Unmasked Estep 
Score: -7691969.000000 Penalty: 5516.951172
	Iteration 66Q: 3 clusters Score -7691969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -7691995.500000 Penalty: 5516.951172
	Iteration 67Q: 3 clusters Score -7691996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 65647 members 
Entering Unmasked Estep 
Score: -7691978.500000 Penalty: 5516.951172
	Iteration 68Q: 3 clusters Score -7691978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 65652 members 
Entering Unmasked Estep 
Score: -7691981.000000 Penalty: 5516.951172
	Iteration 69Q: 3 clusters Score -7691981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -7691986.500000 Penalty: 5516.951172
	Iteration 70Q: 3 clusters Score -7691986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 65665 members 
Entering Unmasked Estep 
Score: -7691988.000000 Penalty: 5516.951172
	Iteration 71Q: 3 clusters Score -7691988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 65669 members 
Entering Unmasked Estep 
Score: -7691989.000000 Penalty: 5516.951172
	Iteration 72Q: 3 clusters Score -7691989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 65673 members 
Entering Unmasked Estep 
Score: -7691997.500000 Penalty: 5516.951172
	Iteration 73Q: 3 clusters Score -7691998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 65677 members 
Entering Unmasked Estep 
Score: -7692000.000000 Penalty: 5516.951172
	Iteration 74Q: 3 clusters Score -7692000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 65676 members 
Entering Unmasked Estep 
Score: -7691997.500000 Penalty: 5516.951172
	Iteration 75Q: 3 clusters Score -7691998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 65677 members 
Entering Unmasked Estep 
Score: -7691995.500000 Penalty: 5516.951172
	Iteration 76Q: 3 clusters Score -7691996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 65677 members 
Entering Unmasked Estep 
Score: -7691995.500000 Penalty: 5516.951172
	Iteration 77F: 3 clusters Score -7691996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Entering Unmasked Estep 
Score: -3224165.750000 Penalty: 2524.259033
	Iteration 0F: 2 clusters Score -3224166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3206071.750000 Penalty: 5048.518066
	Iteration 0F: 3 clusters Score -3206072 nChanged 11791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -3212505.500000 Penalty: 5048.518066
	Iteration 1F: 3 clusters Score -3212506 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -3213117.500000 Penalty: 5048.518066
	Iteration 2F: 3 clusters Score -3213118 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3213801.500000 Penalty: 5048.518066
	Iteration 3F: 3 clusters Score -3213802 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -3214503.500000 Penalty: 5048.518066
	Iteration 4F: 3 clusters Score -3214504 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -3215214.000000 Penalty: 5048.518066
	Iteration 5Q: 3 clusters Score -3215214 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -3215889.500000 Penalty: 5048.518066
	Iteration 6Q: 3 clusters Score -3215890 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -3216543.750000 Penalty: 5048.518066
	Iteration 7Q: 3 clusters Score -3216544 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -3217231.250000 Penalty: 5048.518066
	Iteration 8Q: 3 clusters Score -3217231 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -3217922.500000 Penalty: 5048.518066
	Iteration 9Q: 3 clusters Score -3217922 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -3218539.500000 Penalty: 5048.518066
	Iteration 10Q: 3 clusters Score -3218540 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -3219073.750000 Penalty: 5048.518066
	Iteration 11Q: 3 clusters Score -3219074 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -3219461.500000 Penalty: 5048.518066
	Iteration 12Q: 3 clusters Score -3219462 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -3219776.250000 Penalty: 5048.518066
	Iteration 13Q: 3 clusters Score -3219776 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -3220026.250000 Penalty: 5048.518066
	Iteration 14Q: 3 clusters Score -3220026 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -3220170.750000 Penalty: 5048.518066
	Iteration 15Q: 3 clusters Score -3220171 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -3220294.750000 Penalty: 5048.518066
	Iteration 16Q: 3 clusters Score -3220295 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -3220423.250000 Penalty: 5048.518066
	Iteration 17Q: 3 clusters Score -3220423 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -3220495.000000 Penalty: 5048.518066
	Iteration 18Q: 3 clusters Score -3220495 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -3220598.000000 Penalty: 5048.518066
	Iteration 19Q: 3 clusters Score -3220598 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3220666.500000 Penalty: 5048.518066
	Iteration 20F: 3 clusters Score -3220666 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -3220735.000000 Penalty: 5048.518066
	Iteration 21Q: 3 clusters Score -3220735 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -3220788.500000 Penalty: 5048.518066
	Iteration 22Q: 3 clusters Score -3220788 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -3220833.750000 Penalty: 5048.518066
	Iteration 23Q: 3 clusters Score -3220834 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -3220869.500000 Penalty: 5048.518066
	Iteration 24Q: 3 clusters Score -3220870 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -3220920.250000 Penalty: 5048.518066
	Iteration 25Q: 3 clusters Score -3220920 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -3220960.250000 Penalty: 5048.518066
	Iteration 26Q: 3 clusters Score -3220960 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -3221000.000000 Penalty: 5048.518066
	Iteration 27Q: 3 clusters Score -3221000 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -3221031.250000 Penalty: 5048.518066
	Iteration 28Q: 3 clusters Score -3221031 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -3221084.500000 Penalty: 5048.518066
	Iteration 29Q: 3 clusters Score -3221084 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -3221136.000000 Penalty: 5048.518066
	Iteration 30Q: 3 clusters Score -3221136 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -3221195.750000 Penalty: 5048.518066
	Iteration 31Q: 3 clusters Score -3221196 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -3221245.000000 Penalty: 5048.518066
	Iteration 32Q: 3 clusters Score -3221245 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -3221299.000000 Penalty: 5048.518066
	Iteration 33Q: 3 clusters Score -3221299 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -3221372.250000 Penalty: 5048.518066
	Iteration 34Q: 3 clusters Score -3221372 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -3221446.500000 Penalty: 5048.518066
	Iteration 35Q: 3 clusters Score -3221446 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -3221529.000000 Penalty: 5048.518066
	Iteration 36Q: 3 clusters Score -3221529 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -3221610.000000 Penalty: 5048.518066
	Iteration 37Q: 3 clusters Score -3221610 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -3221706.000000 Penalty: 5048.518066
	Iteration 38Q: 3 clusters Score -3221706 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -3221772.500000 Penalty: 5048.518066
	Iteration 39Q: 3 clusters Score -3221772 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -3221819.250000 Penalty: 5048.518066
	Iteration 40F: 3 clusters Score -3221819 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -3221877.000000 Penalty: 5048.518066
	Iteration 41Q: 3 clusters Score -3221877 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -3221924.750000 Penalty: 5048.518066
	Iteration 42Q: 3 clusters Score -3221925 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -3221975.250000 Penalty: 5048.518066
	Iteration 43Q: 3 clusters Score -3221975 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -3222031.500000 Penalty: 5048.518066
	Iteration 44Q: 3 clusters Score -3222032 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3222081.000000 Penalty: 5048.518066
	Iteration 45Q: 3 clusters Score -3222081 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -3222111.000000 Penalty: 5048.518066
	Iteration 46Q: 3 clusters Score -3222111 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -3222143.250000 Penalty: 5048.518066
	Iteration 47Q: 3 clusters Score -3222143 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -3222170.500000 Penalty: 5048.518066
	Iteration 48Q: 3 clusters Score -3222170 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -3222205.750000 Penalty: 5048.518066
	Iteration 49Q: 3 clusters Score -3222206 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -3222235.250000 Penalty: 5048.518066
	Iteration 50Q: 3 clusters Score -3222235 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -3222246.750000 Penalty: 5048.518066
	Iteration 51Q: 3 clusters Score -3222247 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -3222254.250000 Penalty: 5048.518066
	Iteration 52Q: 3 clusters Score -3222254 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -3222266.000000 Penalty: 5048.518066
	Iteration 53Q: 3 clusters Score -3222266 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -3222283.250000 Penalty: 5048.518066
	Iteration 54Q: 3 clusters Score -3222283 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -3222299.500000 Penalty: 5048.518066
	Iteration 55Q: 3 clusters Score -3222300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -3222307.500000 Penalty: 5048.518066
	Iteration 56Q: 3 clusters Score -3222308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -3222321.250000 Penalty: 5048.518066
	Iteration 57Q: 3 clusters Score -3222321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -3222338.750000 Penalty: 5048.518066
	Iteration 58Q: 3 clusters Score -3222339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -3222346.500000 Penalty: 5048.518066
	Iteration 59Q: 3 clusters Score -3222346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -3222361.250000 Penalty: 5048.518066
	Iteration 60F: 3 clusters Score -3222361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -3222367.000000 Penalty: 5048.518066
	Iteration 61Q: 3 clusters Score -3222367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -3222368.250000 Penalty: 5048.518066
	Iteration 62Q: 3 clusters Score -3222368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -3222371.250000 Penalty: 5048.518066
	Iteration 63Q: 3 clusters Score -3222371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -3222381.000000 Penalty: 5048.518066
	Iteration 64Q: 3 clusters Score -3222381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -3222385.500000 Penalty: 5048.518066
	Iteration 65Q: 3 clusters Score -3222386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -3222386.750000 Penalty: 5048.518066
	Iteration 66Q: 3 clusters Score -3222387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -3222387.000000 Penalty: 5048.518066
	Iteration 67Q: 3 clusters Score -3222387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -3222389.750000 Penalty: 5048.518066
	Iteration 68Q: 3 clusters Score -3222390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -3222388.000000 Penalty: 5048.518066
	Iteration 69Q: 3 clusters Score -3222388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -3222392.250000 Penalty: 5048.518066
	Iteration 70Q: 3 clusters Score -3222392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -3222392.000000 Penalty: 5048.518066
	Iteration 71Q: 3 clusters Score -3222392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -3222392.000000 Penalty: 5048.518066
	Iteration 72F: 3 clusters Score -3222392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Entering Unmasked Estep 
Score: -3988362.000000 Penalty: 2577.468506
	Iteration 0F: 2 clusters Score -3988362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -3965923.000000 Penalty: 5154.937012
	Iteration 0F: 3 clusters Score -3965923 nChanged 14924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -3974409.000000 Penalty: 5154.937012
	Iteration 1F: 3 clusters Score -3974409 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -3975208.250000 Penalty: 5154.937012
	Iteration 2F: 3 clusters Score -3975208 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -3976039.000000 Penalty: 5154.937012
	Iteration 3F: 3 clusters Score -3976039 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -3976880.000000 Penalty: 5154.937012
	Iteration 4F: 3 clusters Score -3976880 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -3977678.000000 Penalty: 5154.937012
	Iteration 5F: 3 clusters Score -3977678 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -3978454.000000 Penalty: 5154.937012
	Iteration 6Q: 3 clusters Score -3978454 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -3979219.250000 Penalty: 5154.937012
	Iteration 7Q: 3 clusters Score -3979219 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -3980000.250000 Penalty: 5154.937012
	Iteration 8Q: 3 clusters Score -3980000 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -3980785.500000 Penalty: 5154.937012
	Iteration 9Q: 3 clusters Score -3980786 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -3981526.000000 Penalty: 5154.937012
	Iteration 10Q: 3 clusters Score -3981526 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -3982384.750000 Penalty: 5154.937012
	Iteration 11Q: 3 clusters Score -3982385 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -3983257.000000 Penalty: 5154.937012
	Iteration 12Q: 3 clusters Score -3983257 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -3983986.250000 Penalty: 5154.937012
	Iteration 13Q: 3 clusters Score -3983986 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -3984497.500000 Penalty: 5154.937012
	Iteration 14Q: 3 clusters Score -3984498 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -3984917.500000 Penalty: 5154.937012
	Iteration 15Q: 3 clusters Score -3984918 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -3985197.750000 Penalty: 5154.937012
	Iteration 16Q: 3 clusters Score -3985198 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -3985403.250000 Penalty: 5154.937012
	Iteration 17Q: 3 clusters Score -3985403 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -3985520.750000 Penalty: 5154.937012
	Iteration 18Q: 3 clusters Score -3985521 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -3985595.750000 Penalty: 5154.937012
	Iteration 19Q: 3 clusters Score -3985596 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -3985669.000000 Penalty: 5154.937012
	Iteration 20F: 3 clusters Score -3985669 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -3985717.750000 Penalty: 5154.937012
	Iteration 21Q: 3 clusters Score -3985718 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -3985755.750000 Penalty: 5154.937012
	Iteration 22Q: 3 clusters Score -3985756 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -3985796.750000 Penalty: 5154.937012
	Iteration 23Q: 3 clusters Score -3985797 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -3985810.250000 Penalty: 5154.937012
	Iteration 24Q: 3 clusters Score -3985810 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -3985836.750000 Penalty: 5154.937012
	Iteration 25Q: 3 clusters Score -3985837 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -3985848.750000 Penalty: 5154.937012
	Iteration 26Q: 3 clusters Score -3985849 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -3985862.250000 Penalty: 5154.937012
	Iteration 27Q: 3 clusters Score -3985862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -3985879.000000 Penalty: 5154.937012
	Iteration 28Q: 3 clusters Score -3985879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -3985887.250000 Penalty: 5154.937012
	Iteration 29Q: 3 clusters Score -3985887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -3985899.750000 Penalty: 5154.937012
	Iteration 30Q: 3 clusters Score -3985900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -3985906.000000 Penalty: 5154.937012
	Iteration 31Q: 3 clusters Score -3985906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -3985922.250000 Penalty: 5154.937012
	Iteration 32Q: 3 clusters Score -3985922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -3985932.500000 Penalty: 5154.937012
	Iteration 33Q: 3 clusters Score -3985932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -3985956.250000 Penalty: 5154.937012
	Iteration 34Q: 3 clusters Score -3985956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -3985969.500000 Penalty: 5154.937012
	Iteration 35Q: 3 clusters Score -3985970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -3985979.500000 Penalty: 5154.937012
	Iteration 36Q: 3 clusters Score -3985980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -3985999.500000 Penalty: 5154.937012
	Iteration 37Q: 3 clusters Score -3986000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -3986011.000000 Penalty: 5154.937012
	Iteration 38Q: 3 clusters Score -3986011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -3986015.000000 Penalty: 5154.937012
	Iteration 39Q: 3 clusters Score -3986015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -3986020.250000 Penalty: 5154.937012
	Iteration 40F: 3 clusters Score -3986020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -3986023.500000 Penalty: 5154.937012
	Iteration 41Q: 3 clusters Score -3986024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -3986032.500000 Penalty: 5154.937012
	Iteration 42Q: 3 clusters Score -3986032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -3986038.500000 Penalty: 5154.937012
	Iteration 43Q: 3 clusters Score -3986038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -3986039.500000 Penalty: 5154.937012
	Iteration 44Q: 3 clusters Score -3986040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -3986039.250000 Penalty: 5154.937012
	Iteration 45Q: 3 clusters Score -3986039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -3986045.000000 Penalty: 5154.937012
	Iteration 46Q: 3 clusters Score -3986045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -3986046.750000 Penalty: 5154.937012
	Iteration 47Q: 3 clusters Score -3986047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -3986047.250000 Penalty: 5154.937012
	Iteration 48Q: 3 clusters Score -3986047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -3986051.250000 Penalty: 5154.937012
	Iteration 49Q: 3 clusters Score -3986051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -3986048.000000 Penalty: 5154.937012
	Iteration 50Q: 3 clusters Score -3986048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -3986048.000000 Penalty: 5154.937012
	Iteration 51F: 3 clusters Score -3986048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Entering Unmasked Estep 
Score: -4734259.500000 Penalty: 2619.534180
	Iteration 0F: 2 clusters Score -4734260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -4708050.000000 Penalty: 5239.068359
	Iteration 0F: 3 clusters Score -4708050 nChanged 17691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -4717809.500000 Penalty: 5239.068359
	Iteration 1F: 3 clusters Score -4717810 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -4718480.000000 Penalty: 5239.068359
	Iteration 2Q: 3 clusters Score -4718480 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -4719099.500000 Penalty: 5239.068359
	Iteration 3Q: 3 clusters Score -4719100 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -4719725.000000 Penalty: 5239.068359
	Iteration 4Q: 3 clusters Score -4719725 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -4720312.000000 Penalty: 5239.068359
	Iteration 5Q: 3 clusters Score -4720312 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -4720883.500000 Penalty: 5239.068359
	Iteration 6Q: 3 clusters Score -4720884 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -4721447.000000 Penalty: 5239.068359
	Iteration 7Q: 3 clusters Score -4721447 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -4721993.000000 Penalty: 5239.068359
	Iteration 8Q: 3 clusters Score -4721993 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -4722577.000000 Penalty: 5239.068359
	Iteration 9Q: 3 clusters Score -4722577 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -4723211.500000 Penalty: 5239.068359
	Iteration 10Q: 3 clusters Score -4723212 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -4723809.500000 Penalty: 5239.068359
	Iteration 11Q: 3 clusters Score -4723810 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -4724406.500000 Penalty: 5239.068359
	Iteration 12Q: 3 clusters Score -4724406 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -4724979.500000 Penalty: 5239.068359
	Iteration 13Q: 3 clusters Score -4724980 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -4725580.500000 Penalty: 5239.068359
	Iteration 14Q: 3 clusters Score -4725580 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -4726174.000000 Penalty: 5239.068359
	Iteration 15Q: 3 clusters Score -4726174 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -4726806.000000 Penalty: 5239.068359
	Iteration 16Q: 3 clusters Score -4726806 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -4727468.500000 Penalty: 5239.068359
	Iteration 17Q: 3 clusters Score -4727468 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -4728099.000000 Penalty: 5239.068359
	Iteration 18Q: 3 clusters Score -4728099 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -4728739.000000 Penalty: 5239.068359
	Iteration 19Q: 3 clusters Score -4728739 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -4729336.500000 Penalty: 5239.068359
	Iteration 20F: 3 clusters Score -4729336 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -4729952.000000 Penalty: 5239.068359
	Iteration 21Q: 3 clusters Score -4729952 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -4730481.500000 Penalty: 5239.068359
	Iteration 22Q: 3 clusters Score -4730482 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -4730988.500000 Penalty: 5239.068359
	Iteration 23Q: 3 clusters Score -4730988 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -4731417.000000 Penalty: 5239.068359
	Iteration 24Q: 3 clusters Score -4731417 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -4731746.500000 Penalty: 5239.068359
	Iteration 25Q: 3 clusters Score -4731746 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -4731975.000000 Penalty: 5239.068359
	Iteration 26Q: 3 clusters Score -4731975 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -4732110.500000 Penalty: 5239.068359
	Iteration 27Q: 3 clusters Score -4732110 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -4732201.500000 Penalty: 5239.068359
	Iteration 28Q: 3 clusters Score -4732202 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -4732278.000000 Penalty: 5239.068359
	Iteration 29Q: 3 clusters Score -4732278 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -4732356.500000 Penalty: 5239.068359
	Iteration 30Q: 3 clusters Score -4732356 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -4732423.000000 Penalty: 5239.068359
	Iteration 31Q: 3 clusters Score -4732423 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -4732479.000000 Penalty: 5239.068359
	Iteration 32Q: 3 clusters Score -4732479 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -4732521.500000 Penalty: 5239.068359
	Iteration 33Q: 3 clusters Score -4732522 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -4732549.500000 Penalty: 5239.068359
	Iteration 34Q: 3 clusters Score -4732550 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -4732606.000000 Penalty: 5239.068359
	Iteration 35Q: 3 clusters Score -4732606 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -4732664.000000 Penalty: 5239.068359
	Iteration 36Q: 3 clusters Score -4732664 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -4732701.500000 Penalty: 5239.068359
	Iteration 37Q: 3 clusters Score -4732702 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -4732745.000000 Penalty: 5239.068359
	Iteration 38Q: 3 clusters Score -4732745 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -4732799.500000 Penalty: 5239.068359
	Iteration 39Q: 3 clusters Score -4732800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -4732830.500000 Penalty: 5239.068359
	Iteration 40F: 3 clusters Score -4732830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -4732851.000000 Penalty: 5239.068359
	Iteration 41Q: 3 clusters Score -4732851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -4732868.500000 Penalty: 5239.068359
	Iteration 42Q: 3 clusters Score -4732868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -4732872.000000 Penalty: 5239.068359
	Iteration 43Q: 3 clusters Score -4732872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -4732895.500000 Penalty: 5239.068359
	Iteration 44Q: 3 clusters Score -4732896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -4732904.500000 Penalty: 5239.068359
	Iteration 45Q: 3 clusters Score -4732904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -4732924.500000 Penalty: 5239.068359
	Iteration 46Q: 3 clusters Score -4732924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -4732934.500000 Penalty: 5239.068359
	Iteration 47Q: 3 clusters Score -4732934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -4732950.500000 Penalty: 5239.068359
	Iteration 48Q: 3 clusters Score -4732950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -4732971.500000 Penalty: 5239.068359
	Iteration 49Q: 3 clusters Score -4732972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -4732989.000000 Penalty: 5239.068359
	Iteration 50Q: 3 clusters Score -4732989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -4733010.000000 Penalty: 5239.068359
	Iteration 51Q: 3 clusters Score -4733010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -4733024.500000 Penalty: 5239.068359
	Iteration 52Q: 3 clusters Score -4733024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -4733035.500000 Penalty: 5239.068359
	Iteration 53Q: 3 clusters Score -4733036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -4733044.000000 Penalty: 5239.068359
	Iteration 54Q: 3 clusters Score -4733044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -4733053.500000 Penalty: 5239.068359
	Iteration 55Q: 3 clusters Score -4733054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -4733064.500000 Penalty: 5239.068359
	Iteration 56Q: 3 clusters Score -4733064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -4733064.500000 Penalty: 5239.068359
	Iteration 57Q: 3 clusters Score -4733064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -4733071.500000 Penalty: 5239.068359
	Iteration 58Q: 3 clusters Score -4733072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -4733073.500000 Penalty: 5239.068359
	Iteration 59Q: 3 clusters Score -4733074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -4733087.000000 Penalty: 5239.068359
	Iteration 60F: 3 clusters Score -4733087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -4733086.000000 Penalty: 5239.068359
	Iteration 61Q: 3 clusters Score -4733086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -4733089.000000 Penalty: 5239.068359
	Iteration 62Q: 3 clusters Score -4733089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -4733087.000000 Penalty: 5239.068359
	Iteration 63Q: 3 clusters Score -4733087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -4733087.000000 Penalty: 5239.068359
	Iteration 64F: 3 clusters Score -4733087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Entering Unmasked Estep 
Score: -1995581.375000 Penalty: 2407.362793
	Iteration 0F: 2 clusters Score -1995581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1983766.500000 Penalty: 4814.725586
	Iteration 0F: 3 clusters Score -1983766 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1987750.125000 Penalty: 4814.725586
	Iteration 1F: 3 clusters Score -1987750 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1988390.250000 Penalty: 4814.725586
	Iteration 2F: 3 clusters Score -1988390 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1988958.125000 Penalty: 4814.725586
	Iteration 3F: 3 clusters Score -1988958 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1989516.625000 Penalty: 4814.725586
	Iteration 4F: 3 clusters Score -1989517 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1990054.000000 Penalty: 4814.725586
	Iteration 5F: 3 clusters Score -1990054 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1990581.500000 Penalty: 4814.725586
	Iteration 6F: 3 clusters Score -1990582 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1991091.375000 Penalty: 4814.725586
	Iteration 7Q: 3 clusters Score -1991091 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1991556.625000 Penalty: 4814.725586
	Iteration 8Q: 3 clusters Score -1991557 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1991957.000000 Penalty: 4814.725586
	Iteration 9Q: 3 clusters Score -1991957 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1992308.750000 Penalty: 4814.725586
	Iteration 10Q: 3 clusters Score -1992309 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1992620.875000 Penalty: 4814.725586
	Iteration 11Q: 3 clusters Score -1992621 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1992919.250000 Penalty: 4814.725586
	Iteration 12Q: 3 clusters Score -1992919 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1993178.625000 Penalty: 4814.725586
	Iteration 13Q: 3 clusters Score -1993179 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1993385.625000 Penalty: 4814.725586
	Iteration 14Q: 3 clusters Score -1993386 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1993554.750000 Penalty: 4814.725586
	Iteration 15Q: 3 clusters Score -1993555 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1993667.375000 Penalty: 4814.725586
	Iteration 16Q: 3 clusters Score -1993667 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1993738.625000 Penalty: 4814.725586
	Iteration 17Q: 3 clusters Score -1993739 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1993787.500000 Penalty: 4814.725586
	Iteration 18Q: 3 clusters Score -1993788 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1993822.000000 Penalty: 4814.725586
	Iteration 19Q: 3 clusters Score -1993822 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1993857.750000 Penalty: 4814.725586
	Iteration 20F: 3 clusters Score -1993858 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1993886.375000 Penalty: 4814.725586
	Iteration 21Q: 3 clusters Score -1993886 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1993916.750000 Penalty: 4814.725586
	Iteration 22Q: 3 clusters Score -1993917 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1993938.500000 Penalty: 4814.725586
	Iteration 23Q: 3 clusters Score -1993938 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1993958.500000 Penalty: 4814.725586
	Iteration 24Q: 3 clusters Score -1993958 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1993985.750000 Penalty: 4814.725586
	Iteration 25Q: 3 clusters Score -1993986 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1994000.375000 Penalty: 4814.725586
	Iteration 26Q: 3 clusters Score -1994000 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1994021.000000 Penalty: 4814.725586
	Iteration 27Q: 3 clusters Score -1994021 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1994026.500000 Penalty: 4814.725586
	Iteration 28Q: 3 clusters Score -1994026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1994035.625000 Penalty: 4814.725586
	Iteration 29Q: 3 clusters Score -1994036 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1994049.750000 Penalty: 4814.725586
	Iteration 30Q: 3 clusters Score -1994050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1994052.250000 Penalty: 4814.725586
	Iteration 31Q: 3 clusters Score -1994052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1994056.500000 Penalty: 4814.725586
	Iteration 32Q: 3 clusters Score -1994056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1994064.375000 Penalty: 4814.725586
	Iteration 33Q: 3 clusters Score -1994064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1994065.875000 Penalty: 4814.725586
	Iteration 34Q: 3 clusters Score -1994066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1994069.000000 Penalty: 4814.725586
	Iteration 35Q: 3 clusters Score -1994069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1994073.875000 Penalty: 4814.725586
	Iteration 36Q: 3 clusters Score -1994074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1994078.000000 Penalty: 4814.725586
	Iteration 37Q: 3 clusters Score -1994078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1994082.375000 Penalty: 4814.725586
	Iteration 38Q: 3 clusters Score -1994082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1994078.000000 Penalty: 4814.725586
	Iteration 39Q: 3 clusters Score -1994078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1994082.500000 Penalty: 4814.725586
	Iteration 40F: 3 clusters Score -1994082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1994082.125000 Penalty: 4814.725586
	Iteration 41Q: 3 clusters Score -1994082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1994086.000000 Penalty: 4814.725586
	Iteration 42Q: 3 clusters Score -1994086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1994085.500000 Penalty: 4814.725586
	Iteration 43Q: 3 clusters Score -1994086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1994085.125000 Penalty: 4814.725586
	Iteration 44Q: 3 clusters Score -1994085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1994087.625000 Penalty: 4814.725586
	Iteration 45Q: 3 clusters Score -1994088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1994087.875000 Penalty: 4814.725586
	Iteration 46Q: 3 clusters Score -1994088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1994088.000000 Penalty: 4814.725586
	Iteration 47Q: 3 clusters Score -1994088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1994086.250000 Penalty: 4814.725586
	Iteration 48Q: 3 clusters Score -1994086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1994086.750000 Penalty: 4814.725586
	Iteration 49Q: 3 clusters Score -1994087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1994090.375000 Penalty: 4814.725586
	Iteration 50Q: 3 clusters Score -1994090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1994089.375000 Penalty: 4814.725586
	Iteration 51Q: 3 clusters Score -1994089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1994090.500000 Penalty: 4814.725586
	Iteration 52Q: 3 clusters Score -1994090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1994089.375000 Penalty: 4814.725586
	Iteration 53Q: 3 clusters Score -1994089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1994089.500000 Penalty: 4814.725586
	Iteration 54Q: 3 clusters Score -1994090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1994089.500000 Penalty: 4814.725586
	Iteration 55F: 3 clusters Score -1994090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Entering Unmasked Estep 
Score: -2879023.000000 Penalty: 2499.069824
	Iteration 0F: 2 clusters Score -2879023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2862538.000000 Penalty: 4998.139648
	Iteration 0F: 3 clusters Score -2862538 nChanged 10633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2868538.500000 Penalty: 4998.139648
	Iteration 1F: 3 clusters Score -2868538 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2869187.750000 Penalty: 4998.139648
	Iteration 2F: 3 clusters Score -2869188 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2869940.500000 Penalty: 4998.139648
	Iteration 3F: 3 clusters Score -2869940 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2870810.000000 Penalty: 4998.139648
	Iteration 4F: 3 clusters Score -2870810 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2871640.750000 Penalty: 4998.139648
	Iteration 5F: 3 clusters Score -2871641 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2872371.000000 Penalty: 4998.139648
	Iteration 6F: 3 clusters Score -2872371 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2872968.500000 Penalty: 4998.139648
	Iteration 7F: 3 clusters Score -2872968 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2873336.250000 Penalty: 4998.139648
	Iteration 8Q: 3 clusters Score -2873336 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2873563.500000 Penalty: 4998.139648
	Iteration 9Q: 3 clusters Score -2873564 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2873719.000000 Penalty: 4998.139648
	Iteration 10Q: 3 clusters Score -2873719 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2873843.750000 Penalty: 4998.139648
	Iteration 11Q: 3 clusters Score -2873844 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2873933.750000 Penalty: 4998.139648
	Iteration 12Q: 3 clusters Score -2873934 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2873993.750000 Penalty: 4998.139648
	Iteration 13Q: 3 clusters Score -2873994 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2874039.250000 Penalty: 4998.139648
	Iteration 14Q: 3 clusters Score -2874039 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2874072.500000 Penalty: 4998.139648
	Iteration 15Q: 3 clusters Score -2874072 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2874115.000000 Penalty: 4998.139648
	Iteration 16Q: 3 clusters Score -2874115 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2874153.000000 Penalty: 4998.139648
	Iteration 17Q: 3 clusters Score -2874153 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2874192.750000 Penalty: 4998.139648
	Iteration 18Q: 3 clusters Score -2874193 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2874255.000000 Penalty: 4998.139648
	Iteration 19Q: 3 clusters Score -2874255 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2874290.750000 Penalty: 4998.139648
	Iteration 20F: 3 clusters Score -2874291 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2874329.000000 Penalty: 4998.139648
	Iteration 21Q: 3 clusters Score -2874329 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2874364.500000 Penalty: 4998.139648
	Iteration 22Q: 3 clusters Score -2874364 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2874389.250000 Penalty: 4998.139648
	Iteration 23Q: 3 clusters Score -2874389 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2874442.250000 Penalty: 4998.139648
	Iteration 24Q: 3 clusters Score -2874442 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2874487.250000 Penalty: 4998.139648
	Iteration 25Q: 3 clusters Score -2874487 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2874532.250000 Penalty: 4998.139648
	Iteration 26Q: 3 clusters Score -2874532 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2874580.750000 Penalty: 4998.139648
	Iteration 27Q: 3 clusters Score -2874581 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2874631.000000 Penalty: 4998.139648
	Iteration 28Q: 3 clusters Score -2874631 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2874653.250000 Penalty: 4998.139648
	Iteration 29Q: 3 clusters Score -2874653 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2874695.250000 Penalty: 4998.139648
	Iteration 30Q: 3 clusters Score -2874695 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2874739.750000 Penalty: 4998.139648
	Iteration 31Q: 3 clusters Score -2874740 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2874777.250000 Penalty: 4998.139648
	Iteration 32Q: 3 clusters Score -2874777 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2874811.500000 Penalty: 4998.139648
	Iteration 33Q: 3 clusters Score -2874812 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2874845.000000 Penalty: 4998.139648
	Iteration 34Q: 3 clusters Score -2874845 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2874889.000000 Penalty: 4998.139648
	Iteration 35Q: 3 clusters Score -2874889 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2874934.250000 Penalty: 4998.139648
	Iteration 36Q: 3 clusters Score -2874934 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2874973.000000 Penalty: 4998.139648
	Iteration 37Q: 3 clusters Score -2874973 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2875002.250000 Penalty: 4998.139648
	Iteration 38Q: 3 clusters Score -2875002 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2875038.000000 Penalty: 4998.139648
	Iteration 39Q: 3 clusters Score -2875038 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2875067.500000 Penalty: 4998.139648
	Iteration 40F: 3 clusters Score -2875068 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2875093.500000 Penalty: 4998.139648
	Iteration 41Q: 3 clusters Score -2875094 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2875126.000000 Penalty: 4998.139648
	Iteration 42Q: 3 clusters Score -2875126 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2875150.250000 Penalty: 4998.139648
	Iteration 43Q: 3 clusters Score -2875150 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2875178.000000 Penalty: 4998.139648
	Iteration 44Q: 3 clusters Score -2875178 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2875200.500000 Penalty: 4998.139648
	Iteration 45Q: 3 clusters Score -2875200 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2875253.000000 Penalty: 4998.139648
	Iteration 46Q: 3 clusters Score -2875253 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2875301.000000 Penalty: 4998.139648
	Iteration 47Q: 3 clusters Score -2875301 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2875338.000000 Penalty: 4998.139648
	Iteration 48Q: 3 clusters Score -2875338 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2875387.750000 Penalty: 4998.139648
	Iteration 49Q: 3 clusters Score -2875388 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2875434.000000 Penalty: 4998.139648
	Iteration 50Q: 3 clusters Score -2875434 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2875487.750000 Penalty: 4998.139648
	Iteration 51Q: 3 clusters Score -2875488 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2875543.250000 Penalty: 4998.139648
	Iteration 52Q: 3 clusters Score -2875543 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2875591.000000 Penalty: 4998.139648
	Iteration 53Q: 3 clusters Score -2875591 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2875651.000000 Penalty: 4998.139648
	Iteration 54Q: 3 clusters Score -2875651 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2875710.500000 Penalty: 4998.139648
	Iteration 55Q: 3 clusters Score -2875710 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2875762.500000 Penalty: 4998.139648
	Iteration 56Q: 3 clusters Score -2875762 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2875830.000000 Penalty: 4998.139648
	Iteration 57Q: 3 clusters Score -2875830 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2875890.500000 Penalty: 4998.139648
	Iteration 58Q: 3 clusters Score -2875890 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2875971.500000 Penalty: 4998.139648
	Iteration 59Q: 3 clusters Score -2875972 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2876021.750000 Penalty: 4998.139648
	Iteration 60F: 3 clusters Score -2876022 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2876082.750000 Penalty: 4998.139648
	Iteration 61Q: 3 clusters Score -2876083 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2876161.500000 Penalty: 4998.139648
	Iteration 62Q: 3 clusters Score -2876162 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2876211.000000 Penalty: 4998.139648
	Iteration 63Q: 3 clusters Score -2876211 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2876249.750000 Penalty: 4998.139648
	Iteration 64Q: 3 clusters Score -2876250 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2876291.500000 Penalty: 4998.139648
	Iteration 65Q: 3 clusters Score -2876292 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2876325.500000 Penalty: 4998.139648
	Iteration 66Q: 3 clusters Score -2876326 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2876355.500000 Penalty: 4998.139648
	Iteration 67Q: 3 clusters Score -2876356 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2876377.000000 Penalty: 4998.139648
	Iteration 68Q: 3 clusters Score -2876377 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2876400.750000 Penalty: 4998.139648
	Iteration 69Q: 3 clusters Score -2876401 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2876428.500000 Penalty: 4998.139648
	Iteration 70Q: 3 clusters Score -2876428 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2876446.750000 Penalty: 4998.139648
	Iteration 71Q: 3 clusters Score -2876447 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2876470.000000 Penalty: 4998.139648
	Iteration 72Q: 3 clusters Score -2876470 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2876485.000000 Penalty: 4998.139648
	Iteration 73Q: 3 clusters Score -2876485 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2876514.250000 Penalty: 4998.139648
	Iteration 74Q: 3 clusters Score -2876514 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2876533.000000 Penalty: 4998.139648
	Iteration 75Q: 3 clusters Score -2876533 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2876559.750000 Penalty: 4998.139648
	Iteration 76Q: 3 clusters Score -2876560 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2876582.250000 Penalty: 4998.139648
	Iteration 77Q: 3 clusters Score -2876582 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2876598.250000 Penalty: 4998.139648
	Iteration 78Q: 3 clusters Score -2876598 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2876610.000000 Penalty: 4998.139648
	Iteration 79Q: 3 clusters Score -2876610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2876629.750000 Penalty: 4998.139648
	Iteration 80F: 3 clusters Score -2876630 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2876644.000000 Penalty: 4998.139648
	Iteration 81Q: 3 clusters Score -2876644 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2876665.500000 Penalty: 4998.139648
	Iteration 82Q: 3 clusters Score -2876666 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2876693.000000 Penalty: 4998.139648
	Iteration 83Q: 3 clusters Score -2876693 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2876711.500000 Penalty: 4998.139648
	Iteration 84Q: 3 clusters Score -2876712 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2876738.750000 Penalty: 4998.139648
	Iteration 85Q: 3 clusters Score -2876739 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2876769.000000 Penalty: 4998.139648
	Iteration 86Q: 3 clusters Score -2876769 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2876797.000000 Penalty: 4998.139648
	Iteration 87Q: 3 clusters Score -2876797 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2876828.000000 Penalty: 4998.139648
	Iteration 88Q: 3 clusters Score -2876828 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2876862.250000 Penalty: 4998.139648
	Iteration 89Q: 3 clusters Score -2876862 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2876894.750000 Penalty: 4998.139648
	Iteration 90Q: 3 clusters Score -2876895 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2876956.750000 Penalty: 4998.139648
	Iteration 91Q: 3 clusters Score -2876957 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2877029.250000 Penalty: 4998.139648
	Iteration 92Q: 3 clusters Score -2877029 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2877075.500000 Penalty: 4998.139648
	Iteration 93Q: 3 clusters Score -2877076 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2877100.500000 Penalty: 4998.139648
	Iteration 94Q: 3 clusters Score -2877100 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2877117.000000 Penalty: 4998.139648
	Iteration 95Q: 3 clusters Score -2877117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2877134.250000 Penalty: 4998.139648
	Iteration 96Q: 3 clusters Score -2877134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2877145.750000 Penalty: 4998.139648
	Iteration 97Q: 3 clusters Score -2877146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2877144.750000 Penalty: 4998.139648
	Iteration 98Q: 3 clusters Score -2877145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2877151.250000 Penalty: 4998.139648
	Iteration 99Q: 3 clusters Score -2877151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2877154.750000 Penalty: 4998.139648
	Iteration 100F: 3 clusters Score -2877155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2877158.250000 Penalty: 4998.139648
	Iteration 101Q: 3 clusters Score -2877158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2877161.250000 Penalty: 4998.139648
	Iteration 102Q: 3 clusters Score -2877161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2877162.500000 Penalty: 4998.139648
	Iteration 103Q: 3 clusters Score -2877162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2877162.000000 Penalty: 4998.139648
	Iteration 104Q: 3 clusters Score -2877162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2877164.750000 Penalty: 4998.139648
	Iteration 105Q: 3 clusters Score -2877165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2877166.750000 Penalty: 4998.139648
	Iteration 106Q: 3 clusters Score -2877167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2877168.500000 Penalty: 4998.139648
	Iteration 107Q: 3 clusters Score -2877168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2877166.750000 Penalty: 4998.139648
	Iteration 108Q: 3 clusters Score -2877167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2877169.500000 Penalty: 4998.139648
	Iteration 109Q: 3 clusters Score -2877170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2877168.500000 Penalty: 4998.139648
	Iteration 110Q: 3 clusters Score -2877168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2877166.500000 Penalty: 4998.139648
	Iteration 111Q: 3 clusters Score -2877166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2877168.750000 Penalty: 4998.139648
	Iteration 112Q: 3 clusters Score -2877169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2877169.250000 Penalty: 4998.139648
	Iteration 113Q: 3 clusters Score -2877169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2877168.750000 Penalty: 4998.139648
	Iteration 114Q: 3 clusters Score -2877169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2877170.000000 Penalty: 4998.139648
	Iteration 115Q: 3 clusters Score -2877170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2877168.500000 Penalty: 4998.139648
	Iteration 116Q: 3 clusters Score -2877168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2877168.500000 Penalty: 4998.139648
	Iteration 117F: 3 clusters Score -2877168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Entering Unmasked Estep 
Score: -2958003.250000 Penalty: 2500.328125
	Iteration 0F: 2 clusters Score -2958003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2941365.250000 Penalty: 5000.656250
	Iteration 0F: 3 clusters Score -2941365 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2947318.000000 Penalty: 5000.656250
	Iteration 1F: 3 clusters Score -2947318 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2947766.750000 Penalty: 5000.656250
	Iteration 2F: 3 clusters Score -2947767 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2948221.750000 Penalty: 5000.656250
	Iteration 3Q: 3 clusters Score -2948222 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2948751.750000 Penalty: 5000.656250
	Iteration 4Q: 3 clusters Score -2948752 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2949391.500000 Penalty: 5000.656250
	Iteration 5F: 3 clusters Score -2949392 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2950328.000000 Penalty: 5000.656250
	Iteration 6F: 3 clusters Score -2950328 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2951602.250000 Penalty: 5000.656250
	Iteration 7F: 3 clusters Score -2951602 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2952939.750000 Penalty: 5000.656250
	Iteration 8F: 3 clusters Score -2952940 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2954036.000000 Penalty: 5000.656250
	Iteration 9F: 3 clusters Score -2954036 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2954737.000000 Penalty: 5000.656250
	Iteration 10Q: 3 clusters Score -2954737 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2955169.750000 Penalty: 5000.656250
	Iteration 11Q: 3 clusters Score -2955170 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2955444.500000 Penalty: 5000.656250
	Iteration 12Q: 3 clusters Score -2955444 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2955607.250000 Penalty: 5000.656250
	Iteration 13Q: 3 clusters Score -2955607 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2955721.000000 Penalty: 5000.656250
	Iteration 14Q: 3 clusters Score -2955721 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2955781.000000 Penalty: 5000.656250
	Iteration 15Q: 3 clusters Score -2955781 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2955839.000000 Penalty: 5000.656250
	Iteration 16Q: 3 clusters Score -2955839 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2955890.750000 Penalty: 5000.656250
	Iteration 17Q: 3 clusters Score -2955891 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2955921.750000 Penalty: 5000.656250
	Iteration 18Q: 3 clusters Score -2955922 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2955935.500000 Penalty: 5000.656250
	Iteration 19Q: 3 clusters Score -2955936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2955949.250000 Penalty: 5000.656250
	Iteration 20F: 3 clusters Score -2955949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2955964.000000 Penalty: 5000.656250
	Iteration 21Q: 3 clusters Score -2955964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2955973.000000 Penalty: 5000.656250
	Iteration 22Q: 3 clusters Score -2955973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2955978.000000 Penalty: 5000.656250
	Iteration 23Q: 3 clusters Score -2955978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2955974.750000 Penalty: 5000.656250
	Iteration 24Q: 3 clusters Score -2955975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2955986.000000 Penalty: 5000.656250
	Iteration 25Q: 3 clusters Score -2955986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2955993.500000 Penalty: 5000.656250
	Iteration 26Q: 3 clusters Score -2955994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2956006.750000 Penalty: 5000.656250
	Iteration 27Q: 3 clusters Score -2956007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2956012.250000 Penalty: 5000.656250
	Iteration 28Q: 3 clusters Score -2956012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2956021.750000 Penalty: 5000.656250
	Iteration 29Q: 3 clusters Score -2956022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2956035.500000 Penalty: 5000.656250
	Iteration 30Q: 3 clusters Score -2956036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2956052.750000 Penalty: 5000.656250
	Iteration 31Q: 3 clusters Score -2956053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2956053.250000 Penalty: 5000.656250
	Iteration 32Q: 3 clusters Score -2956053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2956070.250000 Penalty: 5000.656250
	Iteration 33Q: 3 clusters Score -2956070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2956072.000000 Penalty: 5000.656250
	Iteration 34Q: 3 clusters Score -2956072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2956071.000000 Penalty: 5000.656250
	Iteration 35Q: 3 clusters Score -2956071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2956077.750000 Penalty: 5000.656250
	Iteration 36Q: 3 clusters Score -2956078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2956079.250000 Penalty: 5000.656250
	Iteration 37Q: 3 clusters Score -2956079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2956080.250000 Penalty: 5000.656250
	Iteration 38Q: 3 clusters Score -2956080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2956083.750000 Penalty: 5000.656250
	Iteration 39Q: 3 clusters Score -2956084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2956081.750000 Penalty: 5000.656250
	Iteration 40F: 3 clusters Score -2956082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2956084.250000 Penalty: 5000.656250
	Iteration 41Q: 3 clusters Score -2956084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2956080.000000 Penalty: 5000.656250
	Iteration 42Q: 3 clusters Score -2956080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2956082.500000 Penalty: 5000.656250
	Iteration 43Q: 3 clusters Score -2956082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2956083.750000 Penalty: 5000.656250
	Iteration 44Q: 3 clusters Score -2956084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2956087.000000 Penalty: 5000.656250
	Iteration 45Q: 3 clusters Score -2956087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2956087.750000 Penalty: 5000.656250
	Iteration 46Q: 3 clusters Score -2956088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2956088.750000 Penalty: 5000.656250
	Iteration 47Q: 3 clusters Score -2956089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2956089.750000 Penalty: 5000.656250
	Iteration 48Q: 3 clusters Score -2956090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2956088.500000 Penalty: 5000.656250
	Iteration 49Q: 3 clusters Score -2956088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2956088.500000 Penalty: 5000.656250
	Iteration 50F: 3 clusters Score -2956088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (225945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225945 members 
Entering Unmasked Estep 
Score: -27307402.000000 Penalty: 3057.355713
	Iteration 0F: 2 clusters Score -2.73074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113211 members 
Mstep: Class 2 contains 112734 members 
Entering Unmasked Estep 
Score: -27156696.000000 Penalty: 6114.711426
	Iteration 0F: 3 clusters Score -2.71567e+07 nChanged 108798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118301 members 
Mstep: Class 2 contains 107644 members 
Entering Unmasked Estep 
Score: -27220440.000000 Penalty: 6114.711426
	Iteration 1F: 3 clusters Score -2.722044e+07 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122129 members 
Mstep: Class 2 contains 103816 members 
Entering Unmasked Estep 
Score: -27222524.000000 Penalty: 6114.711426
	Iteration 2Q: 3 clusters Score -2.722252e+07 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128176 members 
Mstep: Class 2 contains 97769 members 
Entering Unmasked Estep 
Score: -27226200.000000 Penalty: 6114.711426
	Iteration 3Q: 3 clusters Score -2.72262e+07 nChanged 12084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137342 members 
Mstep: Class 2 contains 88603 members 
Entering Unmasked Estep 
Score: -27232264.000000 Penalty: 6114.711426
	Iteration 4F: 3 clusters Score -2.723226e+07 nChanged 14966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149672 members 
Mstep: Class 2 contains 76273 members 
Entering Unmasked Estep 
Score: -27241814.000000 Penalty: 6114.711426
	Iteration 5F: 3 clusters Score -2.724181e+07 nChanged 16951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164405 members 
Mstep: Class 2 contains 61540 members 
Entering Unmasked Estep 
Score: -27253842.000000 Penalty: 6114.711426
	Iteration 6F: 3 clusters Score -2.725384e+07 nChanged 16779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179746 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -27266940.000000 Penalty: 6114.711426
	Iteration 7F: 3 clusters Score -2.726694e+07 nChanged 14897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193821 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -27278628.000000 Penalty: 6114.711426
	Iteration 8F: 3 clusters Score -2.727863e+07 nChanged 11724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205277 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -27288610.000000 Penalty: 6114.711426
	Iteration 9F: 3 clusters Score -2.728861e+07 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213683 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -27295638.000000 Penalty: 6114.711426
	Iteration 10Q: 3 clusters Score -2.729564e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219020 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -27300262.000000 Penalty: 6114.711426
	Iteration 11Q: 3 clusters Score -2.730026e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221932 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -27302266.000000 Penalty: 6114.711426
	Iteration 12Q: 3 clusters Score -2.730227e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223407 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -27303460.000000 Penalty: 6114.711426
	Iteration 13Q: 3 clusters Score -2.730346e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224175 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -27304026.000000 Penalty: 6114.711426
	Iteration 14Q: 3 clusters Score -2.730403e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224551 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -27304292.000000 Penalty: 6114.711426
	Iteration 15Q: 3 clusters Score -2.730429e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224735 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -27304438.000000 Penalty: 6114.711426
	Iteration 16Q: 3 clusters Score -2.730444e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224847 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -27304478.000000 Penalty: 6114.711426
	Iteration 17Q: 3 clusters Score -2.730448e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224915 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -27304568.000000 Penalty: 6114.711426
	Iteration 18Q: 3 clusters Score -2.730457e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224978 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -27304612.000000 Penalty: 6114.711426
	Iteration 19Q: 3 clusters Score -2.730461e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225017 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -27304634.000000 Penalty: 6114.711426
	Iteration 20F: 3 clusters Score -2.730463e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225048 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -27304658.000000 Penalty: 6114.711426
	Iteration 21Q: 3 clusters Score -2.730466e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225066 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -27304678.000000 Penalty: 6114.711426
	Iteration 22Q: 3 clusters Score -2.730468e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225091 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -27304666.000000 Penalty: 6114.711426
	Iteration 23Q: 3 clusters Score -2.730467e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225106 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -27304726.000000 Penalty: 6114.711426
	Iteration 24Q: 3 clusters Score -2.730473e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225117 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -27304744.000000 Penalty: 6114.711426
	Iteration 25Q: 3 clusters Score -2.730474e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225129 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -27304758.000000 Penalty: 6114.711426
	Iteration 26Q: 3 clusters Score -2.730476e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225142 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -27304754.000000 Penalty: 6114.711426
	Iteration 27Q: 3 clusters Score -2.730475e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225153 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -27304764.000000 Penalty: 6114.711426
	Iteration 28Q: 3 clusters Score -2.730476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225163 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -27304768.000000 Penalty: 6114.711426
	Iteration 29Q: 3 clusters Score -2.730477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225169 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -27304764.000000 Penalty: 6114.711426
	Iteration 30Q: 3 clusters Score -2.730476e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225175 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -27304762.000000 Penalty: 6114.711426
	Iteration 31Q: 3 clusters Score -2.730476e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225184 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -27304770.000000 Penalty: 6114.711426
	Iteration 32Q: 3 clusters Score -2.730477e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225193 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -27304786.000000 Penalty: 6114.711426
	Iteration 33Q: 3 clusters Score -2.730479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225202 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -27304810.000000 Penalty: 6114.711426
	Iteration 34Q: 3 clusters Score -2.730481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225206 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -27304802.000000 Penalty: 6114.711426
	Iteration 35Q: 3 clusters Score -2.73048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225208 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -27304804.000000 Penalty: 6114.711426
	Iteration 36Q: 3 clusters Score -2.73048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225210 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -27304802.000000 Penalty: 6114.711426
	Iteration 37Q: 3 clusters Score -2.73048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225213 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -27304814.000000 Penalty: 6114.711426
	Iteration 38Q: 3 clusters Score -2.730481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225213 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -27304806.000000 Penalty: 6114.711426
	Iteration 39Q: 3 clusters Score -2.730481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225213 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -27304810.000000 Penalty: 6114.711426
	Iteration 40F: 3 clusters Score -2.730481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225214 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -27304810.000000 Penalty: 6114.711426
	Iteration 41Q: 3 clusters Score -2.730481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225214 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -27304810.000000 Penalty: 6114.711426
	Iteration 42F: 3 clusters Score -2.730481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (125930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125930 members 
Entering Unmasked Estep 
Score: -15402670.000000 Penalty: 2912.383545
	Iteration 0F: 2 clusters Score -1.540267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62942 members 
Mstep: Class 2 contains 62988 members 
Entering Unmasked Estep 
Score: -15318711.000000 Penalty: 5824.767090
	Iteration 0F: 3 clusters Score -1.531871e+07 nChanged 59808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 65316 members 
Entering Unmasked Estep 
Score: -15353753.000000 Penalty: 5824.767090
	Iteration 1F: 3 clusters Score -1.535375e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 66962 members 
Entering Unmasked Estep 
Score: -15355802.000000 Penalty: 5824.767090
	Iteration 2Q: 3 clusters Score -1.53558e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56519 members 
Mstep: Class 2 contains 69411 members 
Entering Unmasked Estep 
Score: -15358636.000000 Penalty: 5824.767090
	Iteration 3F: 3 clusters Score -1.535864e+07 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 72493 members 
Entering Unmasked Estep 
Score: -15362634.000000 Penalty: 5824.767090
	Iteration 4F: 3 clusters Score -1.536263e+07 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 76000 members 
Entering Unmasked Estep 
Score: -15366900.000000 Penalty: 5824.767090
	Iteration 5F: 3 clusters Score -1.53669e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 79465 members 
Entering Unmasked Estep 
Score: -15371000.000000 Penalty: 5824.767090
	Iteration 6F: 3 clusters Score -1.5371e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 82703 members 
Entering Unmasked Estep 
Score: -15374129.000000 Penalty: 5824.767090
	Iteration 7F: 3 clusters Score -1.537413e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 85738 members 
Entering Unmasked Estep 
Score: -15376482.000000 Penalty: 5824.767090
	Iteration 8Q: 3 clusters Score -1.537648e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 88581 members 
Entering Unmasked Estep 
Score: -15377978.000000 Penalty: 5824.767090
	Iteration 9Q: 3 clusters Score -1.537798e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 91479 members 
Entering Unmasked Estep 
Score: -15379246.000000 Penalty: 5824.767090
	Iteration 10Q: 3 clusters Score -1.537925e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 94532 members 
Entering Unmasked Estep 
Score: -15380434.000000 Penalty: 5824.767090
	Iteration 11Q: 3 clusters Score -1.538043e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 97985 members 
Entering Unmasked Estep 
Score: -15381802.000000 Penalty: 5824.767090
	Iteration 12Q: 3 clusters Score -1.53818e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 101777 members 
Entering Unmasked Estep 
Score: -15383508.000000 Penalty: 5824.767090
	Iteration 13Q: 3 clusters Score -1.538351e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 105965 members 
Entering Unmasked Estep 
Score: -15385765.000000 Penalty: 5824.767090
	Iteration 14Q: 3 clusters Score -1.538576e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 110371 members 
Entering Unmasked Estep 
Score: -15388353.000000 Penalty: 5824.767090
	Iteration 15Q: 3 clusters Score -1.538835e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 114712 members 
Entering Unmasked Estep 
Score: -15391424.000000 Penalty: 5824.767090
	Iteration 16Q: 3 clusters Score -1.539142e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 118587 members 
Entering Unmasked Estep 
Score: -15394424.000000 Penalty: 5824.767090
	Iteration 17Q: 3 clusters Score -1.539442e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 121586 members 
Entering Unmasked Estep 
Score: -15396950.000000 Penalty: 5824.767090
	Iteration 18Q: 3 clusters Score -1.539695e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 123486 members 
Entering Unmasked Estep 
Score: -15398506.000000 Penalty: 5824.767090
	Iteration 19Q: 3 clusters Score -1.539851e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 124481 members 
Entering Unmasked Estep 
Score: -15399278.000000 Penalty: 5824.767090
	Iteration 20F: 3 clusters Score -1.539928e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 124948 members 
Entering Unmasked Estep 
Score: -15399704.000000 Penalty: 5824.767090
	Iteration 21Q: 3 clusters Score -1.53997e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 125133 members 
Entering Unmasked Estep 
Score: -15399912.000000 Penalty: 5824.767090
	Iteration 22Q: 3 clusters Score -1.539991e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 125226 members 
Entering Unmasked Estep 
Score: -15400058.000000 Penalty: 5824.767090
	Iteration 23Q: 3 clusters Score -1.540006e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 125291 members 
Entering Unmasked Estep 
Score: -15400121.000000 Penalty: 5824.767090
	Iteration 24Q: 3 clusters Score -1.540012e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 125321 members 
Entering Unmasked Estep 
Score: -15400180.000000 Penalty: 5824.767090
	Iteration 25Q: 3 clusters Score -1.540018e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 125343 members 
Entering Unmasked Estep 
Score: -15400181.000000 Penalty: 5824.767090
	Iteration 26Q: 3 clusters Score -1.540018e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 125350 members 
Entering Unmasked Estep 
Score: -15400217.000000 Penalty: 5824.767090
	Iteration 27Q: 3 clusters Score -1.540022e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 125364 members 
Entering Unmasked Estep 
Score: -15400246.000000 Penalty: 5824.767090
	Iteration 28Q: 3 clusters Score -1.540025e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 125368 members 
Entering Unmasked Estep 
Score: -15400279.000000 Penalty: 5824.767090
	Iteration 29Q: 3 clusters Score -1.540028e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 125379 members 
Entering Unmasked Estep 
Score: -15400293.000000 Penalty: 5824.767090
	Iteration 30Q: 3 clusters Score -1.540029e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 125388 members 
Entering Unmasked Estep 
Score: -15400314.000000 Penalty: 5824.767090
	Iteration 31Q: 3 clusters Score -1.540031e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 125395 members 
Entering Unmasked Estep 
Score: -15400332.000000 Penalty: 5824.767090
	Iteration 32Q: 3 clusters Score -1.540033e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 125399 members 
Entering Unmasked Estep 
Score: -15400360.000000 Penalty: 5824.767090
	Iteration 33Q: 3 clusters Score -1.540036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 125404 members 
Entering Unmasked Estep 
Score: -15400393.000000 Penalty: 5824.767090
	Iteration 34Q: 3 clusters Score -1.540039e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 125405 members 
Entering Unmasked Estep 
Score: -15400395.000000 Penalty: 5824.767090
	Iteration 35Q: 3 clusters Score -1.54004e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 125409 members 
Entering Unmasked Estep 
Score: -15400407.000000 Penalty: 5824.767090
	Iteration 36Q: 3 clusters Score -1.540041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 125412 members 
Entering Unmasked Estep 
Score: -15400418.000000 Penalty: 5824.767090
	Iteration 37Q: 3 clusters Score -1.540042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 125410 members 
Entering Unmasked Estep 
Score: -15400420.000000 Penalty: 5824.767090
	Iteration 38Q: 3 clusters Score -1.540042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 125418 members 
Entering Unmasked Estep 
Score: -15400435.000000 Penalty: 5824.767090
	Iteration 39Q: 3 clusters Score -1.540044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 125419 members 
Entering Unmasked Estep 
Score: -15400425.000000 Penalty: 5824.767090
	Iteration 40F: 3 clusters Score -1.540042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 125421 members 
Entering Unmasked Estep 
Score: -15400434.000000 Penalty: 5824.767090
	Iteration 41Q: 3 clusters Score -1.540043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 125421 members 
Entering Unmasked Estep 
Score: -15400434.000000 Penalty: 5824.767090
	Iteration 42F: 3 clusters Score -1.540043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Entering Unmasked Estep 
Score: -742052.937500 Penalty: 2170.992676
	Iteration 0F: 2 clusters Score -742052.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -736667.125000 Penalty: 4341.985352
	Iteration 0F: 3 clusters Score -736667.1 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -738077.250000 Penalty: 4341.985352
	Iteration 1F: 3 clusters Score -738077.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -738409.062500 Penalty: 4341.985352
	Iteration 2F: 3 clusters Score -738409.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -738754.062500 Penalty: 4341.985352
	Iteration 3F: 3 clusters Score -738754.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -739137.875000 Penalty: 4341.985352
	Iteration 4F: 3 clusters Score -739137.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -739517.750000 Penalty: 4341.985352
	Iteration 5F: 3 clusters Score -739517.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -739848.250000 Penalty: 4341.985352
	Iteration 6F: 3 clusters Score -739848.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -740108.812500 Penalty: 4341.985352
	Iteration 7F: 3 clusters Score -740108.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -740293.625000 Penalty: 4341.985352
	Iteration 8Q: 3 clusters Score -740293.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -740422.250000 Penalty: 4341.985352
	Iteration 9Q: 3 clusters Score -740422.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -740503.000000 Penalty: 4341.985352
	Iteration 10Q: 3 clusters Score -740503 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -740568.937500 Penalty: 4341.985352
	Iteration 11Q: 3 clusters Score -740568.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -740619.375000 Penalty: 4341.985352
	Iteration 12Q: 3 clusters Score -740619.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -740658.125000 Penalty: 4341.985352
	Iteration 13Q: 3 clusters Score -740658.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -740694.000000 Penalty: 4341.985352
	Iteration 14Q: 3 clusters Score -740694 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -740727.187500 Penalty: 4341.985352
	Iteration 15Q: 3 clusters Score -740727.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -740755.812500 Penalty: 4341.985352
	Iteration 16Q: 3 clusters Score -740755.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -740782.562500 Penalty: 4341.985352
	Iteration 17Q: 3 clusters Score -740782.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -740801.687500 Penalty: 4341.985352
	Iteration 18Q: 3 clusters Score -740801.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -740816.750000 Penalty: 4341.985352
	Iteration 19Q: 3 clusters Score -740816.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -740828.562500 Penalty: 4341.985352
	Iteration 20F: 3 clusters Score -740828.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -740838.062500 Penalty: 4341.985352
	Iteration 21Q: 3 clusters Score -740838.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -740845.875000 Penalty: 4341.985352
	Iteration 22Q: 3 clusters Score -740845.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -740851.250000 Penalty: 4341.985352
	Iteration 23Q: 3 clusters Score -740851.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -740855.187500 Penalty: 4341.985352
	Iteration 24Q: 3 clusters Score -740855.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -740855.187500 Penalty: 4341.985352
	Iteration 25Q: 3 clusters Score -740855.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -740856.437500 Penalty: 4341.985352
	Iteration 26Q: 3 clusters Score -740856.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -740858.125000 Penalty: 4341.985352
	Iteration 27Q: 3 clusters Score -740858.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -740858.750000 Penalty: 4341.985352
	Iteration 28Q: 3 clusters Score -740858.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -740857.875000 Penalty: 4341.985352
	Iteration 29Q: 3 clusters Score -740857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -740857.187500 Penalty: 4341.985352
	Iteration 30Q: 3 clusters Score -740857.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -740857.187500 Penalty: 4341.985352
	Iteration 31F: 3 clusters Score -740857.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (69530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69530 members 
Entering Unmasked Estep 
Score: -8521491.000000 Penalty: 2765.079346
	Iteration 0F: 2 clusters Score -8521491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -8475042.000000 Penalty: 5530.158691
	Iteration 0F: 3 clusters Score -8475042 nChanged 32522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -8493785.000000 Penalty: 5530.158691
	Iteration 1F: 3 clusters Score -8493785 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -8494787.000000 Penalty: 5530.158691
	Iteration 2Q: 3 clusters Score -8494787 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -8496050.000000 Penalty: 5530.158691
	Iteration 3Q: 3 clusters Score -8496050 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -8497572.000000 Penalty: 5530.158691
	Iteration 4F: 3 clusters Score -8497572 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -8499476.000000 Penalty: 5530.158691
	Iteration 5F: 3 clusters Score -8499476 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -8501494.000000 Penalty: 5530.158691
	Iteration 6F: 3 clusters Score -8501494 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -8503539.000000 Penalty: 5530.158691
	Iteration 7F: 3 clusters Score -8503539 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 47285 members 
Entering Unmasked Estep 
Score: -8505435.000000 Penalty: 5530.158691
	Iteration 8F: 3 clusters Score -8505435 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -8507196.000000 Penalty: 5530.158691
	Iteration 9Q: 3 clusters Score -8507196 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -8508916.000000 Penalty: 5530.158691
	Iteration 10Q: 3 clusters Score -8508916 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 55704 members 
Entering Unmasked Estep 
Score: -8510818.000000 Penalty: 5530.158691
	Iteration 11Q: 3 clusters Score -8510818 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 58346 members 
Entering Unmasked Estep 
Score: -8512709.000000 Penalty: 5530.158691
	Iteration 12Q: 3 clusters Score -8512709 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 60655 members 
Entering Unmasked Estep 
Score: -8514429.000000 Penalty: 5530.158691
	Iteration 13Q: 3 clusters Score -8514429 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 62421 members 
Entering Unmasked Estep 
Score: -8515630.000000 Penalty: 5530.158691
	Iteration 14Q: 3 clusters Score -8515630 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 63762 members 
Entering Unmasked Estep 
Score: -8516484.000000 Penalty: 5530.158691
	Iteration 15Q: 3 clusters Score -8516484 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 64817 members 
Entering Unmasked Estep 
Score: -8517158.000000 Penalty: 5530.158691
	Iteration 16Q: 3 clusters Score -8517158 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 65632 members 
Entering Unmasked Estep 
Score: -8517732.000000 Penalty: 5530.158691
	Iteration 17Q: 3 clusters Score -8517732 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 66270 members 
Entering Unmasked Estep 
Score: -8518147.000000 Penalty: 5530.158691
	Iteration 18Q: 3 clusters Score -8518147 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 66749 members 
Entering Unmasked Estep 
Score: -8518451.000000 Penalty: 5530.158691
	Iteration 19Q: 3 clusters Score -8518451 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 67115 members 
Entering Unmasked Estep 
Score: -8518710.000000 Penalty: 5530.158691
	Iteration 20F: 3 clusters Score -8518710 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 67375 members 
Entering Unmasked Estep 
Score: -8518892.000000 Penalty: 5530.158691
	Iteration 21Q: 3 clusters Score -8518892 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 67569 members 
Entering Unmasked Estep 
Score: -8519009.000000 Penalty: 5530.158691
	Iteration 22Q: 3 clusters Score -8519009 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 67709 members 
Entering Unmasked Estep 
Score: -8519098.000000 Penalty: 5530.158691
	Iteration 23Q: 3 clusters Score -8519098 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 67826 members 
Entering Unmasked Estep 
Score: -8519170.000000 Penalty: 5530.158691
	Iteration 24Q: 3 clusters Score -8519170 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 67929 members 
Entering Unmasked Estep 
Score: -8519217.000000 Penalty: 5530.158691
	Iteration 25Q: 3 clusters Score -8519217 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 68014 members 
Entering Unmasked Estep 
Score: -8519249.000000 Penalty: 5530.158691
	Iteration 26Q: 3 clusters Score -8519249 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 68073 members 
Entering Unmasked Estep 
Score: -8519288.000000 Penalty: 5530.158691
	Iteration 27Q: 3 clusters Score -8519288 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 68127 members 
Entering Unmasked Estep 
Score: -8519319.000000 Penalty: 5530.158691
	Iteration 28Q: 3 clusters Score -8519319 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 68167 members 
Entering Unmasked Estep 
Score: -8519339.000000 Penalty: 5530.158691
	Iteration 29Q: 3 clusters Score -8519339 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 68202 members 
Entering Unmasked Estep 
Score: -8519371.000000 Penalty: 5530.158691
	Iteration 30Q: 3 clusters Score -8519371 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 68230 members 
Entering Unmasked Estep 
Score: -8519383.000000 Penalty: 5530.158691
	Iteration 31Q: 3 clusters Score -8519383 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 68254 members 
Entering Unmasked Estep 
Score: -8519396.000000 Penalty: 5530.158691
	Iteration 32Q: 3 clusters Score -8519396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 68276 members 
Entering Unmasked Estep 
Score: -8519409.000000 Penalty: 5530.158691
	Iteration 33Q: 3 clusters Score -8519409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 68289 members 
Entering Unmasked Estep 
Score: -8519411.000000 Penalty: 5530.158691
	Iteration 34Q: 3 clusters Score -8519411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 68302 members 
Entering Unmasked Estep 
Score: -8519418.000000 Penalty: 5530.158691
	Iteration 35Q: 3 clusters Score -8519418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 68312 members 
Entering Unmasked Estep 
Score: -8519432.000000 Penalty: 5530.158691
	Iteration 36Q: 3 clusters Score -8519432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 68326 members 
Entering Unmasked Estep 
Score: -8519423.000000 Penalty: 5530.158691
	Iteration 37Q: 3 clusters Score -8519423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 68332 members 
Entering Unmasked Estep 
Score: -8519427.000000 Penalty: 5530.158691
	Iteration 38Q: 3 clusters Score -8519427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 68340 members 
Entering Unmasked Estep 
Score: -8519424.000000 Penalty: 5530.158691
	Iteration 39Q: 3 clusters Score -8519424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 68346 members 
Entering Unmasked Estep 
Score: -8519431.000000 Penalty: 5530.158691
	Iteration 40F: 3 clusters Score -8519431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 68348 members 
Entering Unmasked Estep 
Score: -8519435.000000 Penalty: 5530.158691
	Iteration 41Q: 3 clusters Score -8519435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 68354 members 
Entering Unmasked Estep 
Score: -8519435.000000 Penalty: 5530.158691
	Iteration 42Q: 3 clusters Score -8519435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
Score: -8519441.000000 Penalty: 5530.158691
	Iteration 43Q: 3 clusters Score -8519441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 68366 members 
Entering Unmasked Estep 
Score: -8519441.000000 Penalty: 5530.158691
	Iteration 44Q: 3 clusters Score -8519441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 68371 members 
Entering Unmasked Estep 
Score: -8519442.000000 Penalty: 5530.158691
	Iteration 45Q: 3 clusters Score -8519442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 68377 members 
Entering Unmasked Estep 
Score: -8519448.000000 Penalty: 5530.158691
	Iteration 46Q: 3 clusters Score -8519448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 68381 members 
Entering Unmasked Estep 
Score: -8519439.000000 Penalty: 5530.158691
	Iteration 47Q: 3 clusters Score -8519439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 68385 members 
Entering Unmasked Estep 
Score: -8519441.000000 Penalty: 5530.158691
	Iteration 48Q: 3 clusters Score -8519441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 68388 members 
Entering Unmasked Estep 
Score: -8519440.000000 Penalty: 5530.158691
	Iteration 49Q: 3 clusters Score -8519440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 68392 members 
Entering Unmasked Estep 
Score: -8519449.000000 Penalty: 5530.158691
	Iteration 50Q: 3 clusters Score -8519449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 68396 members 
Entering Unmasked Estep 
Score: -8519442.000000 Penalty: 5530.158691
	Iteration 51Q: 3 clusters Score -8519442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 68402 members 
Entering Unmasked Estep 
Score: -8519446.000000 Penalty: 5530.158691
	Iteration 52Q: 3 clusters Score -8519446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 68405 members 
Entering Unmasked Estep 
Score: -8519442.000000 Penalty: 5530.158691
	Iteration 53Q: 3 clusters Score -8519442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 68408 members 
Entering Unmasked Estep 
Score: -8519440.000000 Penalty: 5530.158691
	Iteration 54Q: 3 clusters Score -8519440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 68412 members 
Entering Unmasked Estep 
Score: -8519444.000000 Penalty: 5530.158691
	Iteration 55Q: 3 clusters Score -8519444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 68414 members 
Entering Unmasked Estep 
Score: -8519439.000000 Penalty: 5530.158691
	Iteration 56Q: 3 clusters Score -8519439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 68414 members 
Entering Unmasked Estep 
Score: -8519445.000000 Penalty: 5530.158691
	Iteration 57Q: 3 clusters Score -8519445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 68415 members 
Entering Unmasked Estep 
Score: -8519437.000000 Penalty: 5530.158691
	Iteration 58Q: 3 clusters Score -8519437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 68417 members 
Entering Unmasked Estep 
Score: -8519447.000000 Penalty: 5530.158691
	Iteration 59Q: 3 clusters Score -8519447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 68420 members 
Entering Unmasked Estep 
Score: -8519454.000000 Penalty: 5530.158691
	Iteration 60F: 3 clusters Score -8519454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 68422 members 
Entering Unmasked Estep 
Score: -8519450.000000 Penalty: 5530.158691
	Iteration 61Q: 3 clusters Score -8519450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 68422 members 
Entering Unmasked Estep 
Score: -8519450.000000 Penalty: 5530.158691
	Iteration 62F: 3 clusters Score -8519450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Entering Unmasked Estep 
Score: -1936856.500000 Penalty: 2399.310791
	Iteration 0F: 2 clusters Score -1936856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1925518.375000 Penalty: 4798.621582
	Iteration 0F: 3 clusters Score -1925518 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1929535.875000 Penalty: 4798.621582
	Iteration 1F: 3 clusters Score -1929536 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1930336.875000 Penalty: 4798.621582
	Iteration 2F: 3 clusters Score -1930337 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1931196.000000 Penalty: 4798.621582
	Iteration 3F: 3 clusters Score -1931196 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1932040.000000 Penalty: 4798.621582
	Iteration 4F: 3 clusters Score -1932040 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1932838.875000 Penalty: 4798.621582
	Iteration 5F: 3 clusters Score -1932839 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1933532.125000 Penalty: 4798.621582
	Iteration 6F: 3 clusters Score -1933532 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1934119.625000 Penalty: 4798.621582
	Iteration 7F: 3 clusters Score -1934120 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1934603.625000 Penalty: 4798.621582
	Iteration 8Q: 3 clusters Score -1934604 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1935046.500000 Penalty: 4798.621582
	Iteration 9Q: 3 clusters Score -1935046 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1935430.500000 Penalty: 4798.621582
	Iteration 10Q: 3 clusters Score -1935430 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1935768.875000 Penalty: 4798.621582
	Iteration 11Q: 3 clusters Score -1935769 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1936004.250000 Penalty: 4798.621582
	Iteration 12Q: 3 clusters Score -1936004 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1936141.000000 Penalty: 4798.621582
	Iteration 13Q: 3 clusters Score -1936141 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1936224.250000 Penalty: 4798.621582
	Iteration 14Q: 3 clusters Score -1936224 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1936259.125000 Penalty: 4798.621582
	Iteration 15Q: 3 clusters Score -1936259 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1936283.125000 Penalty: 4798.621582
	Iteration 16Q: 3 clusters Score -1936283 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1936296.875000 Penalty: 4798.621582
	Iteration 17Q: 3 clusters Score -1936297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1936309.125000 Penalty: 4798.621582
	Iteration 18Q: 3 clusters Score -1936309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1936312.875000 Penalty: 4798.621582
	Iteration 19Q: 3 clusters Score -1936313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1936311.875000 Penalty: 4798.621582
	Iteration 20F: 3 clusters Score -1936312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1936316.000000 Penalty: 4798.621582
	Iteration 21Q: 3 clusters Score -1936316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1936316.125000 Penalty: 4798.621582
	Iteration 22Q: 3 clusters Score -1936316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1936318.750000 Penalty: 4798.621582
	Iteration 23Q: 3 clusters Score -1936319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1936324.875000 Penalty: 4798.621582
	Iteration 24Q: 3 clusters Score -1936325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1936325.875000 Penalty: 4798.621582
	Iteration 25Q: 3 clusters Score -1936326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1936328.250000 Penalty: 4798.621582
	Iteration 26Q: 3 clusters Score -1936328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1936326.625000 Penalty: 4798.621582
	Iteration 27Q: 3 clusters Score -1936327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1936328.125000 Penalty: 4798.621582
	Iteration 28Q: 3 clusters Score -1936328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1936333.000000 Penalty: 4798.621582
	Iteration 29Q: 3 clusters Score -1936333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1936334.375000 Penalty: 4798.621582
	Iteration 30Q: 3 clusters Score -1936334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1936332.500000 Penalty: 4798.621582
	Iteration 31Q: 3 clusters Score -1936332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1936332.500000 Penalty: 4798.621582
	Iteration 32F: 3 clusters Score -1936332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Entering Unmasked Estep 
Score: -90496.281250 Penalty: 1668.403076
	Iteration 0F: 2 clusters Score -90496.28 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 414 members 
Entering Unmasked Estep 
Score: -88751.210938 Penalty: 3336.806152
	Iteration 0F: 3 clusters Score -88751.21 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -89278.304688 Penalty: 3336.806152
	Iteration 1F: 3 clusters Score -89278.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -90083.929688 Penalty: 3336.806152
	Iteration 2F: 3 clusters Score -90083.93 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -91422.960938 Penalty: 3336.806152
	Iteration 3F: 3 clusters Score -91422.96 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -92517.617188 Penalty: 3336.806152
	Iteration 4F: 3 clusters Score -92517.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -92714.375000 Penalty: 3336.806152
	Iteration 5Q: 3 clusters Score -92714.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -92816.914062 Penalty: 3336.806152
	Iteration 6Q: 3 clusters Score -92816.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -92945.601562 Penalty: 3336.806152
	Iteration 7Q: 3 clusters Score -92945.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -92994.281250 Penalty: 3336.806152
	Iteration 8Q: 3 clusters Score -92994.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -93112.164062 Penalty: 3336.806152
	Iteration 9Q: 3 clusters Score -93112.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -93112.164062 Penalty: 3336.806152
	Iteration 10F: 3 clusters Score -93112.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233799 members 
Mstep: Class 2 contains 11147 members 
Mstep: Class 3 contains 256938 members 
Mstep: Class 4 contains 32190 members 
Mstep: Class 5 contains 4814 members 
Mstep: Class 6 contains 67703 members 
Mstep: Class 7 contains 26330 members 
Mstep: Class 8 contains 32631 members 
Mstep: Class 9 contains 38663 members 
Mstep: Class 10 contains 16434 members 
Mstep: Class 11 contains 23787 members 
Mstep: Class 12 contains 23908 members 
Mstep: Class 13 contains 225945 members 
Mstep: Class 14 contains 125930 members 
Mstep: Class 15 contains 6336 members 
Mstep: Class 16 contains 69530 members 
Mstep: Class 17 contains 15909 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7098 members 
Mstep: Class 20 contains 32807 members 
Mstep: Class 21 contains 57183 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 9613 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 788 members 
Mstep: Class 27 contains 702 members 
Entering Unmasked Estep 
Score: -158429952.000000 Penalty: 94431.562500
Splitting cluster 18 changes total score from -158429152.000000 to -158429952.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (7098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Entering Unmasked Estep 
Score: -857457.000000 Penalty: 2199.156982
	Iteration 0F: 2 clusters Score -857457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -851589.750000 Penalty: 4398.313965
	Iteration 0F: 3 clusters Score -851589.8 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -853149.500000 Penalty: 4398.313965
	Iteration 1F: 3 clusters Score -853149.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -853430.187500 Penalty: 4398.313965
	Iteration 2F: 3 clusters Score -853430.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -853640.187500 Penalty: 4398.313965
	Iteration 3F: 3 clusters Score -853640.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -853828.687500 Penalty: 4398.313965
	Iteration 4Q: 3 clusters Score -853828.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -853997.562500 Penalty: 4398.313965
	Iteration 5Q: 3 clusters Score -853997.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -854145.625000 Penalty: 4398.313965
	Iteration 6Q: 3 clusters Score -854145.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -854272.187500 Penalty: 4398.313965
	Iteration 7Q: 3 clusters Score -854272.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -854409.312500 Penalty: 4398.313965
	Iteration 8Q: 3 clusters Score -854409.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -854542.937500 Penalty: 4398.313965
	Iteration 9Q: 3 clusters Score -854542.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -854650.187500 Penalty: 4398.313965
	Iteration 10Q: 3 clusters Score -854650.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -854736.812500 Penalty: 4398.313965
	Iteration 11Q: 3 clusters Score -854736.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -854797.750000 Penalty: 4398.313965
	Iteration 12Q: 3 clusters Score -854797.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -854841.062500 Penalty: 4398.313965
	Iteration 13Q: 3 clusters Score -854841.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -854876.937500 Penalty: 4398.313965
	Iteration 14Q: 3 clusters Score -854876.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -854905.187500 Penalty: 4398.313965
	Iteration 15Q: 3 clusters Score -854905.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -854927.875000 Penalty: 4398.313965
	Iteration 16Q: 3 clusters Score -854927.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -854946.062500 Penalty: 4398.313965
	Iteration 17Q: 3 clusters Score -854946.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -854963.312500 Penalty: 4398.313965
	Iteration 18Q: 3 clusters Score -854963.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -854981.625000 Penalty: 4398.313965
	Iteration 19Q: 3 clusters Score -854981.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -854990.687500 Penalty: 4398.313965
	Iteration 20F: 3 clusters Score -854990.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -855001.437500 Penalty: 4398.313965
	Iteration 21Q: 3 clusters Score -855001.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -855006.625000 Penalty: 4398.313965
	Iteration 22Q: 3 clusters Score -855006.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -855014.875000 Penalty: 4398.313965
	Iteration 23Q: 3 clusters Score -855014.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -855021.062500 Penalty: 4398.313965
	Iteration 24Q: 3 clusters Score -855021.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -855025.812500 Penalty: 4398.313965
	Iteration 25Q: 3 clusters Score -855025.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -855030.187500 Penalty: 4398.313965
	Iteration 26Q: 3 clusters Score -855030.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -855033.875000 Penalty: 4398.313965
	Iteration 27Q: 3 clusters Score -855033.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -855035.000000 Penalty: 4398.313965
	Iteration 28Q: 3 clusters Score -855035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -855039.375000 Penalty: 4398.313965
	Iteration 29Q: 3 clusters Score -855039.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -855042.187500 Penalty: 4398.313965
	Iteration 30Q: 3 clusters Score -855042.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -855044.250000 Penalty: 4398.313965
	Iteration 31Q: 3 clusters Score -855044.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -855044.812500 Penalty: 4398.313965
	Iteration 32Q: 3 clusters Score -855044.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -855044.312500 Penalty: 4398.313965
	Iteration 33Q: 3 clusters Score -855044.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -855044.812500 Penalty: 4398.313965
	Iteration 34Q: 3 clusters Score -855044.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -855044.750000 Penalty: 4398.313965
	Iteration 35Q: 3 clusters Score -855044.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -855044.750000 Penalty: 4398.313965
	Iteration 36F: 3 clusters Score -855044.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Entering Unmasked Estep 
Score: -4050413.000000 Penalty: 2578.802490
	Iteration 0F: 2 clusters Score -4050413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -4028020.500000 Penalty: 5157.604980
	Iteration 0F: 3 clusters Score -4028020 nChanged 14837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -4036006.250000 Penalty: 5157.604980
	Iteration 1F: 3 clusters Score -4036006 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -4036767.750000 Penalty: 5157.604980
	Iteration 2F: 3 clusters Score -4036768 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -4037848.000000 Penalty: 5157.604980
	Iteration 3F: 3 clusters Score -4037848 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -4039463.500000 Penalty: 5157.604980
	Iteration 4F: 3 clusters Score -4039464 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -4041574.250000 Penalty: 5157.604980
	Iteration 5F: 3 clusters Score -4041574 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -4043681.250000 Penalty: 5157.604980
	Iteration 6F: 3 clusters Score -4043681 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -4045476.250000 Penalty: 5157.604980
	Iteration 7F: 3 clusters Score -4045476 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -4046867.000000 Penalty: 5157.604980
	Iteration 8F: 3 clusters Score -4046867 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -4047803.750000 Penalty: 5157.604980
	Iteration 9Q: 3 clusters Score -4047804 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -4048410.000000 Penalty: 5157.604980
	Iteration 10Q: 3 clusters Score -4048410 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -4048762.250000 Penalty: 5157.604980
	Iteration 11Q: 3 clusters Score -4048762 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -4048979.000000 Penalty: 5157.604980
	Iteration 12Q: 3 clusters Score -4048979 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -4049084.250000 Penalty: 5157.604980
	Iteration 13Q: 3 clusters Score -4049084 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -4049189.000000 Penalty: 5157.604980
	Iteration 14Q: 3 clusters Score -4049189 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -4049245.750000 Penalty: 5157.604980
	Iteration 15Q: 3 clusters Score -4049246 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -4049278.000000 Penalty: 5157.604980
	Iteration 16Q: 3 clusters Score -4049278 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -4049301.250000 Penalty: 5157.604980
	Iteration 17Q: 3 clusters Score -4049301 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -4049337.250000 Penalty: 5157.604980
	Iteration 18Q: 3 clusters Score -4049337 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -4049342.750000 Penalty: 5157.604980
	Iteration 19Q: 3 clusters Score -4049343 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -4049361.000000 Penalty: 5157.604980
	Iteration 20F: 3 clusters Score -4049361 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -4049357.500000 Penalty: 5157.604980
	Iteration 21Q: 3 clusters Score -4049358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -4049360.750000 Penalty: 5157.604980
	Iteration 22Q: 3 clusters Score -4049361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -4049361.250000 Penalty: 5157.604980
	Iteration 23Q: 3 clusters Score -4049361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -4049363.500000 Penalty: 5157.604980
	Iteration 24Q: 3 clusters Score -4049364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -4049361.250000 Penalty: 5157.604980
	Iteration 25Q: 3 clusters Score -4049361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -4049359.500000 Penalty: 5157.604980
	Iteration 26Q: 3 clusters Score -4049360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -4049356.500000 Penalty: 5157.604980
	Iteration 27Q: 3 clusters Score -4049356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -4049358.750000 Penalty: 5157.604980
	Iteration 28Q: 3 clusters Score -4049359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -4049361.000000 Penalty: 5157.604980
	Iteration 29Q: 3 clusters Score -4049361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -4049357.000000 Penalty: 5157.604980
	Iteration 30Q: 3 clusters Score -4049357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -4049362.750000 Penalty: 5157.604980
	Iteration 31Q: 3 clusters Score -4049363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -4049362.750000 Penalty: 5157.604980
	Iteration 32Q: 3 clusters Score -4049363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -4049361.000000 Penalty: 5157.604980
	Iteration 33Q: 3 clusters Score -4049361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -4049361.000000 Penalty: 5157.604980
	Iteration 34F: 3 clusters Score -4049361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (57183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57183 members 
Entering Unmasked Estep 
Score: -6841761.500000 Penalty: 2716.594971
	Iteration 0F: 2 clusters Score -6841762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -6803389.000000 Penalty: 5433.189941
	Iteration 0F: 3 clusters Score -6803389 nChanged 26559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -6818394.500000 Penalty: 5433.189941
	Iteration 1F: 3 clusters Score -6818394 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -6819468.500000 Penalty: 5433.189941
	Iteration 2Q: 3 clusters Score -6819468 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -6820625.000000 Penalty: 5433.189941
	Iteration 3F: 3 clusters Score -6820625 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -6821845.000000 Penalty: 5433.189941
	Iteration 4F: 3 clusters Score -6821845 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -6823337.000000 Penalty: 5433.189941
	Iteration 5F: 3 clusters Score -6823337 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -6825017.000000 Penalty: 5433.189941
	Iteration 6F: 3 clusters Score -6825017 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -6827028.500000 Penalty: 5433.189941
	Iteration 7F: 3 clusters Score -6827028 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -6829306.000000 Penalty: 5433.189941
	Iteration 8F: 3 clusters Score -6829306 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -6831746.500000 Penalty: 5433.189941
	Iteration 9F: 3 clusters Score -6831746 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 49322 members 
Entering Unmasked Estep 
Score: -6834125.000000 Penalty: 5433.189941
	Iteration 10F: 3 clusters Score -6834125 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -6836180.500000 Penalty: 5433.189941
	Iteration 11Q: 3 clusters Score -6836180 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 53422 members 
Entering Unmasked Estep 
Score: -6837598.500000 Penalty: 5433.189941
	Iteration 12Q: 3 clusters Score -6837598 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -6838641.500000 Penalty: 5433.189941
	Iteration 13Q: 3 clusters Score -6838642 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 55269 members 
Entering Unmasked Estep 
Score: -6839330.000000 Penalty: 5433.189941
	Iteration 14Q: 3 clusters Score -6839330 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 55683 members 
Entering Unmasked Estep 
Score: -6839863.000000 Penalty: 5433.189941
	Iteration 15Q: 3 clusters Score -6839863 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -6840168.000000 Penalty: 5433.189941
	Iteration 16Q: 3 clusters Score -6840168 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 56054 members 
Entering Unmasked Estep 
Score: -6840380.000000 Penalty: 5433.189941
	Iteration 17Q: 3 clusters Score -6840380 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
Score: -6840540.500000 Penalty: 5433.189941
	Iteration 18Q: 3 clusters Score -6840540 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 56221 members 
Entering Unmasked Estep 
Score: -6840655.500000 Penalty: 5433.189941
	Iteration 19Q: 3 clusters Score -6840656 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 56269 members 
Entering Unmasked Estep 
Score: -6840762.500000 Penalty: 5433.189941
	Iteration 20F: 3 clusters Score -6840762 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 56313 members 
Entering Unmasked Estep 
Score: -6840857.500000 Penalty: 5433.189941
	Iteration 21Q: 3 clusters Score -6840858 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -6840901.000000 Penalty: 5433.189941
	Iteration 22Q: 3 clusters Score -6840901 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 56368 members 
Entering Unmasked Estep 
Score: -6840929.000000 Penalty: 5433.189941
	Iteration 23Q: 3 clusters Score -6840929 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 56392 members 
Entering Unmasked Estep 
Score: -6840973.500000 Penalty: 5433.189941
	Iteration 24Q: 3 clusters Score -6840974 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 56406 members 
Entering Unmasked Estep 
Score: -6841001.500000 Penalty: 5433.189941
	Iteration 25Q: 3 clusters Score -6841002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 56420 members 
Entering Unmasked Estep 
Score: -6841040.500000 Penalty: 5433.189941
	Iteration 26Q: 3 clusters Score -6841040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -6841047.000000 Penalty: 5433.189941
	Iteration 27Q: 3 clusters Score -6841047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 56448 members 
Entering Unmasked Estep 
Score: -6841061.500000 Penalty: 5433.189941
	Iteration 28Q: 3 clusters Score -6841062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -6841071.000000 Penalty: 5433.189941
	Iteration 29Q: 3 clusters Score -6841071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 56457 members 
Entering Unmasked Estep 
Score: -6841070.500000 Penalty: 5433.189941
	Iteration 30Q: 3 clusters Score -6841070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 56461 members 
Entering Unmasked Estep 
Score: -6841071.000000 Penalty: 5433.189941
	Iteration 31Q: 3 clusters Score -6841071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -6841076.000000 Penalty: 5433.189941
	Iteration 32Q: 3 clusters Score -6841076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 56462 members 
Entering Unmasked Estep 
Score: -6841077.000000 Penalty: 5433.189941
	Iteration 33Q: 3 clusters Score -6841077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -6841084.000000 Penalty: 5433.189941
	Iteration 34Q: 3 clusters Score -6841084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 56467 members 
Entering Unmasked Estep 
Score: -6841088.500000 Penalty: 5433.189941
	Iteration 35Q: 3 clusters Score -6841088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 56466 members 
Entering Unmasked Estep 
Score: -6841091.500000 Penalty: 5433.189941
	Iteration 36Q: 3 clusters Score -6841092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 56465 members 
Entering Unmasked Estep 
Score: -6841093.500000 Penalty: 5433.189941
	Iteration 37Q: 3 clusters Score -6841094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 56465 members 
Entering Unmasked Estep 
Score: -6841093.500000 Penalty: 5433.189941
	Iteration 38F: 3 clusters Score -6841094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -22974.521484 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -22974.52 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 123 members 
Entering Unmasked Estep 
Score: -21789.222656 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -21789.22 nChanged 31
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: -21894.548828 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -21894.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21934.406250 Penalty: 2734.660645
	Iteration 2Q: 3 clusters Score -21934.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21956.345703 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -21956.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21978.183594 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -21978.18 nChanged 3
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: -22016.072266 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -22016.07 nChanged 4
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: -22048.703125 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -22048.7 nChanged 2
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: -22059.417969 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -22059.42 nChanged 0
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: -22059.417969 Penalty: 2734.660645
	Iteration 8F: 3 clusters Score -22059.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Entering Unmasked Estep 
Score: -1330751.000000 Penalty: 2301.915283
	Iteration 0F: 2 clusters Score -1330751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1322680.625000 Penalty: 4603.830566
	Iteration 0F: 3 clusters Score -1322681 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1325170.500000 Penalty: 4603.830566
	Iteration 1F: 3 clusters Score -1325170 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1325533.125000 Penalty: 4603.830566
	Iteration 2F: 3 clusters Score -1325533 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1325797.375000 Penalty: 4603.830566
	Iteration 3F: 3 clusters Score -1325797 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1325999.625000 Penalty: 4603.830566
	Iteration 4Q: 3 clusters Score -1326000 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1326173.125000 Penalty: 4603.830566
	Iteration 5Q: 3 clusters Score -1326173 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1326321.250000 Penalty: 4603.830566
	Iteration 6Q: 3 clusters Score -1326321 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1326452.000000 Penalty: 4603.830566
	Iteration 7Q: 3 clusters Score -1326452 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1326575.625000 Penalty: 4603.830566
	Iteration 8Q: 3 clusters Score -1326576 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1326724.500000 Penalty: 4603.830566
	Iteration 9Q: 3 clusters Score -1326724 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1326842.000000 Penalty: 4603.830566
	Iteration 10Q: 3 clusters Score -1326842 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1326977.500000 Penalty: 4603.830566
	Iteration 11Q: 3 clusters Score -1326978 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1327124.125000 Penalty: 4603.830566
	Iteration 12Q: 3 clusters Score -1327124 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1327294.375000 Penalty: 4603.830566
	Iteration 13Q: 3 clusters Score -1327294 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1327501.625000 Penalty: 4603.830566
	Iteration 14Q: 3 clusters Score -1327502 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1327677.000000 Penalty: 4603.830566
	Iteration 15Q: 3 clusters Score -1327677 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1327838.000000 Penalty: 4603.830566
	Iteration 16Q: 3 clusters Score -1327838 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1327984.250000 Penalty: 4603.830566
	Iteration 17Q: 3 clusters Score -1327984 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1328095.250000 Penalty: 4603.830566
	Iteration 18Q: 3 clusters Score -1328095 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1328166.375000 Penalty: 4603.830566
	Iteration 19Q: 3 clusters Score -1328166 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1328210.375000 Penalty: 4603.830566
	Iteration 20F: 3 clusters Score -1328210 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1328241.625000 Penalty: 4603.830566
	Iteration 21Q: 3 clusters Score -1328242 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1328261.625000 Penalty: 4603.830566
	Iteration 22Q: 3 clusters Score -1328262 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1328282.500000 Penalty: 4603.830566
	Iteration 23Q: 3 clusters Score -1328282 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1328298.625000 Penalty: 4603.830566
	Iteration 24Q: 3 clusters Score -1328299 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1328312.875000 Penalty: 4603.830566
	Iteration 25Q: 3 clusters Score -1328313 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1328327.000000 Penalty: 4603.830566
	Iteration 26Q: 3 clusters Score -1328327 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1328337.500000 Penalty: 4603.830566
	Iteration 27Q: 3 clusters Score -1328338 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1328346.375000 Penalty: 4603.830566
	Iteration 28Q: 3 clusters Score -1328346 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1328353.250000 Penalty: 4603.830566
	Iteration 29Q: 3 clusters Score -1328353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1328363.500000 Penalty: 4603.830566
	Iteration 30Q: 3 clusters Score -1328364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1328371.125000 Penalty: 4603.830566
	Iteration 31Q: 3 clusters Score -1328371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1328371.375000 Penalty: 4603.830566
	Iteration 32Q: 3 clusters Score -1328371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1328375.625000 Penalty: 4603.830566
	Iteration 33Q: 3 clusters Score -1328376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1328379.625000 Penalty: 4603.830566
	Iteration 34Q: 3 clusters Score -1328380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1328383.000000 Penalty: 4603.830566
	Iteration 35Q: 3 clusters Score -1328383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1328390.375000 Penalty: 4603.830566
	Iteration 36Q: 3 clusters Score -1328390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1328392.625000 Penalty: 4603.830566
	Iteration 37Q: 3 clusters Score -1328393 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1328396.125000 Penalty: 4603.830566
	Iteration 38Q: 3 clusters Score -1328396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1328399.125000 Penalty: 4603.830566
	Iteration 39Q: 3 clusters Score -1328399 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1328406.000000 Penalty: 4603.830566
	Iteration 40F: 3 clusters Score -1328406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1328408.750000 Penalty: 4603.830566
	Iteration 41Q: 3 clusters Score -1328409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1328412.250000 Penalty: 4603.830566
	Iteration 42Q: 3 clusters Score -1328412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1328415.875000 Penalty: 4603.830566
	Iteration 43Q: 3 clusters Score -1328416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1328417.125000 Penalty: 4603.830566
	Iteration 44Q: 3 clusters Score -1328417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1328416.375000 Penalty: 4603.830566
	Iteration 45Q: 3 clusters Score -1328416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1328422.250000 Penalty: 4603.830566
	Iteration 46Q: 3 clusters Score -1328422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1328419.000000 Penalty: 4603.830566
	Iteration 47Q: 3 clusters Score -1328419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1328422.250000 Penalty: 4603.830566
	Iteration 48Q: 3 clusters Score -1328422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1328423.500000 Penalty: 4603.830566
	Iteration 49Q: 3 clusters Score -1328424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1328425.750000 Penalty: 4603.830566
	Iteration 50Q: 3 clusters Score -1328426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1328425.375000 Penalty: 4603.830566
	Iteration 51Q: 3 clusters Score -1328425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1328428.250000 Penalty: 4603.830566
	Iteration 52Q: 3 clusters Score -1328428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1328426.625000 Penalty: 4603.830566
	Iteration 53Q: 3 clusters Score -1328427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1328427.875000 Penalty: 4603.830566
	Iteration 54Q: 3 clusters Score -1328428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1328429.500000 Penalty: 4603.830566
	Iteration 55Q: 3 clusters Score -1328430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1328427.750000 Penalty: 4603.830566
	Iteration 56Q: 3 clusters Score -1328428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1328429.250000 Penalty: 4603.830566
	Iteration 57Q: 3 clusters Score -1328429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1328433.750000 Penalty: 4603.830566
	Iteration 58Q: 3 clusters Score -1328434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1328440.500000 Penalty: 4603.830566
	Iteration 59Q: 3 clusters Score -1328440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1328440.625000 Penalty: 4603.830566
	Iteration 60F: 3 clusters Score -1328441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1328444.250000 Penalty: 4603.830566
	Iteration 61Q: 3 clusters Score -1328444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1328444.000000 Penalty: 4603.830566
	Iteration 62Q: 3 clusters Score -1328444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1328441.125000 Penalty: 4603.830566
	Iteration 63Q: 3 clusters Score -1328441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1328442.500000 Penalty: 4603.830566
	Iteration 64Q: 3 clusters Score -1328442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1328441.000000 Penalty: 4603.830566
	Iteration 65Q: 3 clusters Score -1328441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1328444.000000 Penalty: 4603.830566
	Iteration 66Q: 3 clusters Score -1328444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1328445.750000 Penalty: 4603.830566
	Iteration 67Q: 3 clusters Score -1328446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1328445.750000 Penalty: 4603.830566
	Iteration 68F: 3 clusters Score -1328446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Entering Unmasked Estep 
Score: -1119443.125000 Penalty: 2274.376221
	Iteration 0F: 2 clusters Score -1119443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1111998.375000 Penalty: 4548.752441
	Iteration 0F: 3 clusters Score -1111998 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1114172.375000 Penalty: 4548.752441
	Iteration 1F: 3 clusters Score -1114172 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1114496.125000 Penalty: 4548.752441
	Iteration 2F: 3 clusters Score -1114496 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1114723.625000 Penalty: 4548.752441
	Iteration 3F: 3 clusters Score -1114724 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1114934.375000 Penalty: 4548.752441
	Iteration 4Q: 3 clusters Score -1114934 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1115148.625000 Penalty: 4548.752441
	Iteration 5Q: 3 clusters Score -1115149 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1115375.500000 Penalty: 4548.752441
	Iteration 6Q: 3 clusters Score -1115376 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1115601.875000 Penalty: 4548.752441
	Iteration 7Q: 3 clusters Score -1115602 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1115830.750000 Penalty: 4548.752441
	Iteration 8Q: 3 clusters Score -1115831 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1116075.500000 Penalty: 4548.752441
	Iteration 9Q: 3 clusters Score -1116076 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1116309.250000 Penalty: 4548.752441
	Iteration 10Q: 3 clusters Score -1116309 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1116523.125000 Penalty: 4548.752441
	Iteration 11Q: 3 clusters Score -1116523 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1116726.125000 Penalty: 4548.752441
	Iteration 12Q: 3 clusters Score -1116726 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1116908.625000 Penalty: 4548.752441
	Iteration 13Q: 3 clusters Score -1116909 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1117041.375000 Penalty: 4548.752441
	Iteration 14Q: 3 clusters Score -1117041 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1117124.000000 Penalty: 4548.752441
	Iteration 15Q: 3 clusters Score -1117124 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1117191.000000 Penalty: 4548.752441
	Iteration 16Q: 3 clusters Score -1117191 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1117246.000000 Penalty: 4548.752441
	Iteration 17Q: 3 clusters Score -1117246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1117285.125000 Penalty: 4548.752441
	Iteration 18Q: 3 clusters Score -1117285 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1117310.000000 Penalty: 4548.752441
	Iteration 19Q: 3 clusters Score -1117310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1117324.625000 Penalty: 4548.752441
	Iteration 20F: 3 clusters Score -1117325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1117342.500000 Penalty: 4548.752441
	Iteration 21Q: 3 clusters Score -1117342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1117352.875000 Penalty: 4548.752441
	Iteration 22Q: 3 clusters Score -1117353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1117368.500000 Penalty: 4548.752441
	Iteration 23Q: 3 clusters Score -1117368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1117381.125000 Penalty: 4548.752441
	Iteration 24Q: 3 clusters Score -1117381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1117386.875000 Penalty: 4548.752441
	Iteration 25Q: 3 clusters Score -1117387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1117393.875000 Penalty: 4548.752441
	Iteration 26Q: 3 clusters Score -1117394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1117397.000000 Penalty: 4548.752441
	Iteration 27Q: 3 clusters Score -1117397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1117401.250000 Penalty: 4548.752441
	Iteration 28Q: 3 clusters Score -1117401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1117406.625000 Penalty: 4548.752441
	Iteration 29Q: 3 clusters Score -1117407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1117414.750000 Penalty: 4548.752441
	Iteration 30Q: 3 clusters Score -1117415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1117420.625000 Penalty: 4548.752441
	Iteration 31Q: 3 clusters Score -1117421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1117423.125000 Penalty: 4548.752441
	Iteration 32Q: 3 clusters Score -1117423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1117424.500000 Penalty: 4548.752441
	Iteration 33Q: 3 clusters Score -1117424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1117428.000000 Penalty: 4548.752441
	Iteration 34Q: 3 clusters Score -1117428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1117428.125000 Penalty: 4548.752441
	Iteration 35Q: 3 clusters Score -1117428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1117428.875000 Penalty: 4548.752441
	Iteration 36Q: 3 clusters Score -1117429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1117428.875000 Penalty: 4548.752441
	Iteration 37F: 3 clusters Score -1117429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -145956.109375 Penalty: 1784.406494
	Iteration 0F: 2 clusters Score -145956.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -143844.062500 Penalty: 3568.812988
	Iteration 0F: 3 clusters Score -143844.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -144262.968750 Penalty: 3568.812988
	Iteration 1F: 3 clusters Score -144263 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -144461.281250 Penalty: 3568.812988
	Iteration 2F: 3 clusters Score -144461.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -144657.343750 Penalty: 3568.812988
	Iteration 3F: 3 clusters Score -144657.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -144850.171875 Penalty: 3568.812988
	Iteration 4F: 3 clusters Score -144850.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -145063.140625 Penalty: 3568.812988
	Iteration 5F: 3 clusters Score -145063.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -145239.671875 Penalty: 3568.812988
	Iteration 6Q: 3 clusters Score -145239.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -145422.515625 Penalty: 3568.812988
	Iteration 7Q: 3 clusters Score -145422.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -145540.296875 Penalty: 3568.812988
	Iteration 8Q: 3 clusters Score -145540.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -145665.125000 Penalty: 3568.812988
	Iteration 9Q: 3 clusters Score -145665.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -145744.281250 Penalty: 3568.812988
	Iteration 10Q: 3 clusters Score -145744.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -145844.484375 Penalty: 3568.812988
	Iteration 11Q: 3 clusters Score -145844.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -145891.546875 Penalty: 3568.812988
	Iteration 12Q: 3 clusters Score -145891.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -145973.390625 Penalty: 3568.812988
	Iteration 13Q: 3 clusters Score -145973.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -146136.515625 Penalty: 3568.812988
	Iteration 14Q: 3 clusters Score -146136.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -146537.468750 Penalty: 3568.812988
	Iteration 15Q: 3 clusters Score -146537.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -147013.046875 Penalty: 3568.812988
	Iteration 16Q: 3 clusters Score -147013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -147192.265625 Penalty: 3568.812988
	Iteration 17Q: 3 clusters Score -147192.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -147246.250000 Penalty: 3568.812988
	Iteration 18Q: 3 clusters Score -147246.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -147251.953125 Penalty: 3568.812988
	Iteration 19Q: 3 clusters Score -147252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -147251.953125 Penalty: 3568.812988
	Iteration 20F: 3 clusters Score -147252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233799 members 
Mstep: Class 2 contains 11147 members 
Mstep: Class 3 contains 256938 members 
Mstep: Class 4 contains 32190 members 
Mstep: Class 5 contains 4814 members 
Mstep: Class 6 contains 67703 members 
Mstep: Class 7 contains 26330 members 
Mstep: Class 8 contains 32631 members 
Mstep: Class 9 contains 38663 members 
Mstep: Class 10 contains 16434 members 
Mstep: Class 11 contains 23787 members 
Mstep: Class 12 contains 23908 members 
Mstep: Class 13 contains 225945 members 
Mstep: Class 14 contains 125930 members 
Mstep: Class 15 contains 6336 members 
Mstep: Class 16 contains 69530 members 
Mstep: Class 17 contains 15909 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7098 members 
Mstep: Class 20 contains 32807 members 
Mstep: Class 21 contains 57183 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 9613 members 
Mstep: Class 25 contains 699 members 
Mstep: Class 26 contains 788 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 634 members 
Entering Unmasked Estep 
Score: -158429696.000000 Penalty: 97929.023438
Splitting cluster 25 changes total score from -158429152.000000 to -158429696.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -84025.125000 Penalty: 1654.035522
	Iteration 0F: 2 clusters Score -84025.12 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 387 members 
Entering Unmasked Estep 
Score: -82284.101562 Penalty: 3308.071045
	Iteration 0F: 3 clusters Score -82284.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -82503.914062 Penalty: 3308.071045
	Iteration 1F: 3 clusters Score -82503.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -82584.187500 Penalty: 3308.071045
	Iteration 2F: 3 clusters Score -82584.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -82623.617188 Penalty: 3308.071045
	Iteration 3Q: 3 clusters Score -82623.62 nChanged 19
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: -82655.117188 Penalty: 3308.071045
	Iteration 4Q: 3 clusters Score -82655.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -82669.382812 Penalty: 3308.071045
	Iteration 5Q: 3 clusters Score -82669.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82695.335938 Penalty: 3308.071045
	Iteration 6Q: 3 clusters Score -82695.34 nChanged 14
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: -82728.492188 Penalty: 3308.071045
	Iteration 7Q: 3 clusters Score -82728.49 nChanged 23
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: -82769.062500 Penalty: 3308.071045
	Iteration 8Q: 3 clusters Score -82769.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82812.445312 Penalty: 3308.071045
	Iteration 9Q: 3 clusters Score -82812.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -82919.296875 Penalty: 3308.071045
	Iteration 10Q: 3 clusters Score -82919.3 nChanged 39
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: -83068.492188 Penalty: 3308.071045
	Iteration 11Q: 3 clusters Score -83068.49 nChanged 44
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: -83314.023438 Penalty: 3308.071045
	Iteration 12F: 3 clusters Score -83314.02 nChanged 59
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: -83840.593750 Penalty: 3308.071045
	Iteration 13F: 3 clusters Score -83840.59 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84757.695312 Penalty: 3308.071045
	Iteration 14F: 3 clusters Score -84757.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -85489.375000 Penalty: 3308.071045
	Iteration 15F: 3 clusters Score -85489.38 nChanged 10
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: -85802.359375 Penalty: 3308.071045
	Iteration 16Q: 3 clusters Score -85802.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -85991.898438 Penalty: 3308.071045
	Iteration 17Q: 3 clusters Score -85991.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -85991.898438 Penalty: 3308.071045
	Iteration 18F: 3 clusters Score -85991.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233799 members 
Mstep: Class 2 contains 11147 members 
Mstep: Class 3 contains 256938 members 
Mstep: Class 4 contains 32190 members 
Mstep: Class 5 contains 4814 members 
Mstep: Class 6 contains 67703 members 
Mstep: Class 7 contains 26330 members 
Mstep: Class 8 contains 32631 members 
Mstep: Class 9 contains 38663 members 
Mstep: Class 10 contains 16434 members 
Mstep: Class 11 contains 23787 members 
Mstep: Class 12 contains 23908 members 
Mstep: Class 13 contains 225945 members 
Mstep: Class 14 contains 125930 members 
Mstep: Class 15 contains 6336 members 
Mstep: Class 16 contains 69530 members 
Mstep: Class 17 contains 15909 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7098 members 
Mstep: Class 20 contains 32807 members 
Mstep: Class 21 contains 57183 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 9613 members 
Mstep: Class 25 contains 699 members 
Mstep: Class 26 contains 361 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 634 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
Score: -158429872.000000 Penalty: 101426.492188
Splitting cluster 26 changes total score from -158429152.000000 to -158429872.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233799 members 
Mstep: Class 2 contains 11147 members 
Mstep: Class 3 contains 256938 members 
Mstep: Class 4 contains 32190 members 
Mstep: Class 5 contains 4814 members 
Mstep: Class 6 contains 67703 members 
Mstep: Class 7 contains 26330 members 
Mstep: Class 8 contains 32631 members 
Mstep: Class 9 contains 38663 members 
Mstep: Class 10 contains 16434 members 
Mstep: Class 11 contains 23787 members 
Mstep: Class 12 contains 23908 members 
Mstep: Class 13 contains 225945 members 
Mstep: Class 14 contains 125930 members 
Mstep: Class 15 contains 6336 members 
Mstep: Class 16 contains 69530 members 
Mstep: Class 17 contains 15909 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7098 members 
Mstep: Class 20 contains 32807 members 
Mstep: Class 21 contains 57183 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 9613 members 
Mstep: Class 25 contains 699 members 
Mstep: Class 26 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430032.000000 Penalty: 101426.492188
Iteration 119Q: 30 clusters Score -1.5843e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233797 members 
Mstep: Class 2 contains 11132 members 
Mstep: Class 3 contains 256931 members 
Mstep: Class 4 contains 32190 members 
Mstep: Class 5 contains 4809 members 
Mstep: Class 6 contains 67710 members 
Mstep: Class 7 contains 26330 members 
Mstep: Class 8 contains 32628 members 
Mstep: Class 9 contains 38662 members 
Mstep: Class 10 contains 16436 members 
Mstep: Class 11 contains 23789 members 
Mstep: Class 12 contains 23906 members 
Mstep: Class 13 contains 225923 members 
Mstep: Class 14 contains 125971 members 
Mstep: Class 15 contains 6337 members 
Mstep: Class 16 contains 69516 members 
Mstep: Class 17 contains 15908 members 
Mstep: Class 18 contains 130 members 
Mstep: Class 19 contains 7098 members 
Mstep: Class 20 contains 32811 members 
Mstep: Class 21 contains 57177 members 
Mstep: Class 22 contains 247 members 
Mstep: Class 23 contains 10743 members 
Mstep: Class 24 contains 9623 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 628 members 
Mstep: Class 29 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430496.000000 Penalty: 101426.492188
Iteration 120F: 30 clusters Score -1.584305e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233786 members 
Mstep: Class 2 contains 11096 members 
Mstep: Class 3 contains 256918 members 
Mstep: Class 4 contains 32192 members 
Mstep: Class 5 contains 4808 members 
Mstep: Class 6 contains 67718 members 
Mstep: Class 7 contains 26326 members 
Mstep: Class 8 contains 32625 members 
Mstep: Class 9 contains 38661 members 
Mstep: Class 10 contains 16444 members 
Mstep: Class 11 contains 23788 members 
Mstep: Class 12 contains 23905 members 
Mstep: Class 13 contains 225877 members 
Mstep: Class 14 contains 126001 members 
Mstep: Class 15 contains 6335 members 
Mstep: Class 16 contains 69509 members 
Mstep: Class 17 contains 15900 members 
Mstep: Class 18 contains 132 members 
Mstep: Class 19 contains 7101 members 
Mstep: Class 20 contains 32817 members 
Mstep: Class 21 contains 57118 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 10745 members 
Mstep: Class 24 contains 9623 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 370 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 627 members 
Mstep: Class 29 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430672.000000 Penalty: 101426.492188
Iteration 121Q: 30 clusters Score -1.584307e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233782 members 
Mstep: Class 2 contains 11077 members 
Mstep: Class 3 contains 256909 members 
Mstep: Class 4 contains 32191 members 
Mstep: Class 5 contains 4810 members 
Mstep: Class 6 contains 67739 members 
Mstep: Class 7 contains 26326 members 
Mstep: Class 8 contains 32625 members 
Mstep: Class 9 contains 38660 members 
Mstep: Class 10 contains 16451 members 
Mstep: Class 11 contains 23783 members 
Mstep: Class 12 contains 23906 members 
Mstep: Class 13 contains 225842 members 
Mstep: Class 14 contains 126024 members 
Mstep: Class 15 contains 6334 members 
Mstep: Class 16 contains 69500 members 
Mstep: Class 17 contains 15895 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7102 members 
Mstep: Class 20 contains 32817 members 
Mstep: Class 21 contains 57095 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 10745 members 
Mstep: Class 24 contains 9636 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 373 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 624 members 
Mstep: Class 29 contains 654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430848.000000 Penalty: 101426.492188
Iteration 122Q: 30 clusters Score -1.584308e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233778 members 
Mstep: Class 2 contains 11073 members 
Mstep: Class 3 contains 256910 members 
Mstep: Class 4 contains 32194 members 
Mstep: Class 5 contains 4813 members 
Mstep: Class 6 contains 67740 members 
Mstep: Class 7 contains 26326 members 
Mstep: Class 8 contains 32629 members 
Mstep: Class 9 contains 38664 members 
Mstep: Class 10 contains 16451 members 
Mstep: Class 11 contains 23782 members 
Mstep: Class 12 contains 23905 members 
Mstep: Class 13 contains 225822 members 
Mstep: Class 14 contains 126043 members 
Mstep: Class 15 contains 6337 members 
Mstep: Class 16 contains 69496 members 
Mstep: Class 17 contains 15893 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7105 members 
Mstep: Class 20 contains 32820 members 
Mstep: Class 21 contains 57068 members 
Mstep: Class 22 contains 181 members 
Mstep: Class 23 contains 10746 members 
Mstep: Class 24 contains 9638 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 375 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 622 members 
Mstep: Class 29 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430768.000000 Penalty: 101426.492188
Iteration 123Q: 30 clusters Score -1.584308e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233761 members 
Mstep: Class 2 contains 11066 members 
Mstep: Class 3 contains 256905 members 
Mstep: Class 4 contains 32202 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 67745 members 
Mstep: Class 7 contains 26326 members 
Mstep: Class 8 contains 32627 members 
Mstep: Class 9 contains 38664 members 
Mstep: Class 10 contains 16454 members 
Mstep: Class 11 contains 23780 members 
Mstep: Class 12 contains 23905 members 
Mstep: Class 13 contains 225798 members 
Mstep: Class 14 contains 126072 members 
Mstep: Class 15 contains 6338 members 
Mstep: Class 16 contains 69489 members 
Mstep: Class 17 contains 15890 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7107 members 
Mstep: Class 20 contains 32826 members 
Mstep: Class 21 contains 57068 members 
Mstep: Class 22 contains 178 members 
Mstep: Class 23 contains 10746 members 
Mstep: Class 24 contains 9649 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 378 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 619 members 
Mstep: Class 29 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430880.000000 Penalty: 101426.492188
Iteration 124Q: 30 clusters Score -1.584309e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233750 members 
Mstep: Class 2 contains 11052 members 
Mstep: Class 3 contains 256899 members 
Mstep: Class 4 contains 32204 members 
Mstep: Class 5 contains 4809 members 
Mstep: Class 6 contains 67740 members 
Mstep: Class 7 contains 26324 members 
Mstep: Class 8 contains 32626 members 
Mstep: Class 9 contains 38666 members 
Mstep: Class 10 contains 16457 members 
Mstep: Class 11 contains 23779 members 
Mstep: Class 12 contains 23904 members 
Mstep: Class 13 contains 225793 members 
Mstep: Class 14 contains 126101 members 
Mstep: Class 15 contains 6340 members 
Mstep: Class 16 contains 69482 members 
Mstep: Class 17 contains 15886 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7108 members 
Mstep: Class 20 contains 32829 members 
Mstep: Class 21 contains 57063 members 
Mstep: Class 22 contains 176 members 
Mstep: Class 23 contains 10746 members 
Mstep: Class 24 contains 9668 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 383 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 614 members 
Mstep: Class 29 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430928.000000 Penalty: 101426.492188
Iteration 125Q: 30 clusters Score -1.584309e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233747 members 
Mstep: Class 2 contains 11048 members 
Mstep: Class 3 contains 256892 members 
Mstep: Class 4 contains 32206 members 
Mstep: Class 5 contains 4806 members 
Mstep: Class 6 contains 67735 members 
Mstep: Class 7 contains 26326 members 
Mstep: Class 8 contains 32624 members 
Mstep: Class 9 contains 38667 members 
Mstep: Class 10 contains 16462 members 
Mstep: Class 11 contains 23776 members 
Mstep: Class 12 contains 23903 members 
Mstep: Class 13 contains 225779 members 
Mstep: Class 14 contains 126125 members 
Mstep: Class 15 contains 6339 members 
Mstep: Class 16 contains 69476 members 
Mstep: Class 17 contains 15885 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7110 members 
Mstep: Class 20 contains 32831 members 
Mstep: Class 21 contains 57065 members 
Mstep: Class 22 contains 174 members 
Mstep: Class 23 contains 10746 members 
Mstep: Class 24 contains 9675 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 387 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 610 members 
Mstep: Class 29 contains 693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430880.000000 Penalty: 101426.492188
Iteration 126Q: 30 clusters Score -1.584309e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233744 members 
Mstep: Class 2 contains 11039 members 
Mstep: Class 3 contains 256886 members 
Mstep: Class 4 contains 32207 members 
Mstep: Class 5 contains 4807 members 
Mstep: Class 6 contains 67726 members 
Mstep: Class 7 contains 26325 members 
Mstep: Class 8 contains 32622 members 
Mstep: Class 9 contains 38669 members 
Mstep: Class 10 contains 16466 members 
Mstep: Class 11 contains 23774 members 
Mstep: Class 12 contains 23903 members 
Mstep: Class 13 contains 225770 members 
Mstep: Class 14 contains 126151 members 
Mstep: Class 15 contains 6339 members 
Mstep: Class 16 contains 69467 members 
Mstep: Class 17 contains 15885 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7114 members 
Mstep: Class 20 contains 32833 members 
Mstep: Class 21 contains 57068 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 10746 members 
Mstep: Class 24 contains 9679 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 604 members 
Mstep: Class 29 contains 697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430992.000000 Penalty: 101426.492188
Iteration 127Q: 30 clusters Score -1.58431e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233738 members 
Mstep: Class 2 contains 11035 members 
Mstep: Class 3 contains 256883 members 
Mstep: Class 4 contains 32208 members 
Mstep: Class 5 contains 4815 members 
Mstep: Class 6 contains 67722 members 
Mstep: Class 7 contains 26325 members 
Mstep: Class 8 contains 32617 members 
Mstep: Class 9 contains 38671 members 
Mstep: Class 10 contains 16467 members 
Mstep: Class 11 contains 23774 members 
Mstep: Class 12 contains 23903 members 
Mstep: Class 13 contains 225752 members 
Mstep: Class 14 contains 126176 members 
Mstep: Class 15 contains 6339 members 
Mstep: Class 16 contains 69457 members 
Mstep: Class 17 contains 15884 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7121 members 
Mstep: Class 20 contains 32834 members 
Mstep: Class 21 contains 57067 members 
Mstep: Class 22 contains 172 members 
Mstep: Class 23 contains 10746 members 
Mstep: Class 24 contains 9684 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 396 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 601 members 
Mstep: Class 29 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430816.000000 Penalty: 101426.492188
Iteration 128Q: 30 clusters Score -1.584308e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233742 members 
Mstep: Class 2 contains 11028 members 
Mstep: Class 3 contains 256873 members 
Mstep: Class 4 contains 32210 members 
Mstep: Class 5 contains 4832 members 
Mstep: Class 6 contains 67717 members 
Mstep: Class 7 contains 26325 members 
Mstep: Class 8 contains 32611 members 
Mstep: Class 9 contains 38672 members 
Mstep: Class 10 contains 16468 members 
Mstep: Class 11 contains 23771 members 
Mstep: Class 12 contains 23900 members 
Mstep: Class 13 contains 225734 members 
Mstep: Class 14 contains 126189 members 
Mstep: Class 15 contains 6340 members 
Mstep: Class 16 contains 69451 members 
Mstep: Class 17 contains 15885 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7126 members 
Mstep: Class 20 contains 32835 members 
Mstep: Class 21 contains 57066 members 
Mstep: Class 22 contains 172 members 
Mstep: Class 23 contains 10746 members 
Mstep: Class 24 contains 9695 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 400 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 597 members 
Mstep: Class 29 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430864.000000 Penalty: 101426.492188
Iteration 129Q: 30 clusters Score -1.584309e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233741 members 
Mstep: Class 2 contains 11028 members 
Mstep: Class 3 contains 256868 members 
Mstep: Class 4 contains 32212 members 
Mstep: Class 5 contains 4846 members 
Mstep: Class 6 contains 67702 members 
Mstep: Class 7 contains 26326 members 
Mstep: Class 8 contains 32609 members 
Mstep: Class 9 contains 38672 members 
Mstep: Class 10 contains 16468 members 
Mstep: Class 11 contains 23771 members 
Mstep: Class 12 contains 23899 members 
Mstep: Class 13 contains 225723 members 
Mstep: Class 14 contains 126202 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69448 members 
Mstep: Class 17 contains 15884 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7129 members 
Mstep: Class 20 contains 32840 members 
Mstep: Class 21 contains 57063 members 
Mstep: Class 22 contains 172 members 
Mstep: Class 23 contains 10746 members 
Mstep: Class 24 contains 9697 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 403 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 594 members 
Mstep: Class 29 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430832.000000 Penalty: 101426.492188
Iteration 130Q: 30 clusters Score -1.584308e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233744 members 
Mstep: Class 2 contains 11020 members 
Mstep: Class 3 contains 256866 members 
Mstep: Class 4 contains 32213 members 
Mstep: Class 5 contains 4853 members 
Mstep: Class 6 contains 67687 members 
Mstep: Class 7 contains 26326 members 
Mstep: Class 8 contains 32609 members 
Mstep: Class 9 contains 38672 members 
Mstep: Class 10 contains 16469 members 
Mstep: Class 11 contains 23768 members 
Mstep: Class 12 contains 23898 members 
Mstep: Class 13 contains 225717 members 
Mstep: Class 14 contains 126221 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69444 members 
Mstep: Class 17 contains 15885 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 32844 members 
Mstep: Class 21 contains 57062 members 
Mstep: Class 22 contains 172 members 
Mstep: Class 23 contains 10746 members 
Mstep: Class 24 contains 9698 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 404 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 593 members 
Mstep: Class 29 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430592.000000 Penalty: 101426.492188
Iteration 131Q: 30 clusters Score -1.584306e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233743 members 
Mstep: Class 2 contains 11020 members 
Mstep: Class 3 contains 256856 members 
Mstep: Class 4 contains 32215 members 
Mstep: Class 5 contains 4858 members 
Mstep: Class 6 contains 67669 members 
Mstep: Class 7 contains 26325 members 
Mstep: Class 8 contains 32611 members 
Mstep: Class 9 contains 38672 members 
Mstep: Class 10 contains 16472 members 
Mstep: Class 11 contains 23767 members 
Mstep: Class 12 contains 23899 members 
Mstep: Class 13 contains 225702 members 
Mstep: Class 14 contains 126244 members 
Mstep: Class 15 contains 6340 members 
Mstep: Class 16 contains 69441 members 
Mstep: Class 17 contains 15889 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7137 members 
Mstep: Class 20 contains 32846 members 
Mstep: Class 21 contains 57061 members 
Mstep: Class 22 contains 172 members 
Mstep: Class 23 contains 10746 members 
Mstep: Class 24 contains 9702 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 404 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 593 members 
Mstep: Class 29 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430640.000000 Penalty: 101426.492188
Iteration 132Q: 30 clusters Score -1.584306e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233740 members 
Mstep: Class 2 contains 11016 members 
Mstep: Class 3 contains 256853 members 
Mstep: Class 4 contains 32217 members 
Mstep: Class 5 contains 4862 members 
Mstep: Class 6 contains 67657 members 
Mstep: Class 7 contains 26324 members 
Mstep: Class 8 contains 32610 members 
Mstep: Class 9 contains 38673 members 
Mstep: Class 10 contains 16474 members 
Mstep: Class 11 contains 23766 members 
Mstep: Class 12 contains 23898 members 
Mstep: Class 13 contains 225696 members 
Mstep: Class 14 contains 126261 members 
Mstep: Class 15 contains 6340 members 
Mstep: Class 16 contains 69439 members 
Mstep: Class 17 contains 15885 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7139 members 
Mstep: Class 20 contains 32848 members 
Mstep: Class 21 contains 57067 members 
Mstep: Class 22 contains 172 members 
Mstep: Class 23 contains 10746 members 
Mstep: Class 24 contains 9704 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 404 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 593 members 
Mstep: Class 29 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430608.000000 Penalty: 101426.492188
Iteration 133Q: 30 clusters Score -1.584306e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233738 members 
Mstep: Class 2 contains 11016 members 
Mstep: Class 3 contains 256851 members 
Mstep: Class 4 contains 32217 members 
Mstep: Class 5 contains 4869 members 
Mstep: Class 6 contains 67651 members 
Mstep: Class 7 contains 26324 members 
Mstep: Class 8 contains 32608 members 
Mstep: Class 9 contains 38673 members 
Mstep: Class 10 contains 16472 members 
Mstep: Class 11 contains 23765 members 
Mstep: Class 12 contains 23897 members 
Mstep: Class 13 contains 225690 members 
Mstep: Class 14 contains 126276 members 
Mstep: Class 15 contains 6339 members 
Mstep: Class 16 contains 69436 members 
Mstep: Class 17 contains 15885 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7143 members 
Mstep: Class 20 contains 32851 members 
Mstep: Class 21 contains 57064 members 
Mstep: Class 22 contains 172 members 
Mstep: Class 23 contains 10746 members 
Mstep: Class 24 contains 9704 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 404 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 593 members 
Mstep: Class 29 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430672.000000 Penalty: 101426.492188
Iteration 134Q: 30 clusters Score -1.584307e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233730 members 
Mstep: Class 2 contains 11008 members 
Mstep: Class 3 contains 256850 members 
Mstep: Class 4 contains 32217 members 
Mstep: Class 5 contains 4888 members 
Mstep: Class 6 contains 67633 members 
Mstep: Class 7 contains 26325 members 
Mstep: Class 8 contains 32605 members 
Mstep: Class 9 contains 38674 members 
Mstep: Class 10 contains 16478 members 
Mstep: Class 11 contains 23765 members 
Mstep: Class 12 contains 23898 members 
Mstep: Class 13 contains 225677 members 
Mstep: Class 14 contains 126291 members 
Mstep: Class 15 contains 6340 members 
Mstep: Class 16 contains 69433 members 
Mstep: Class 17 contains 15884 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7148 members 
Mstep: Class 20 contains 32853 members 
Mstep: Class 21 contains 57063 members 
Mstep: Class 22 contains 172 members 
Mstep: Class 23 contains 10746 members 
Mstep: Class 24 contains 9709 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 404 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 593 members 
Mstep: Class 29 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430656.000000 Penalty: 101426.492188
Iteration 135Q: 30 clusters Score -1.584307e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233727 members 
Mstep: Class 2 contains 11005 members 
Mstep: Class 3 contains 256851 members 
Mstep: Class 4 contains 32218 members 
Mstep: Class 5 contains 4902 members 
Mstep: Class 6 contains 67617 members 
Mstep: Class 7 contains 26326 members 
Mstep: Class 8 contains 32606 members 
Mstep: Class 9 contains 38673 members 
Mstep: Class 10 contains 16482 members 
Mstep: Class 11 contains 23766 members 
Mstep: Class 12 contains 23898 members 
Mstep: Class 13 contains 225665 members 
Mstep: Class 14 contains 126303 members 
Mstep: Class 15 contains 6340 members 
Mstep: Class 16 contains 69434 members 
Mstep: Class 17 contains 15882 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7149 members 
Mstep: Class 20 contains 32853 members 
Mstep: Class 21 contains 57064 members 
Mstep: Class 22 contains 172 members 
Mstep: Class 23 contains 10746 members 
Mstep: Class 24 contains 9708 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 404 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 593 members 
Mstep: Class 29 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430768.000000 Penalty: 101426.492188
Iteration 136Q: 30 clusters Score -1.584308e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233725 members 
Mstep: Class 2 contains 11004 members 
Mstep: Class 3 contains 256845 members 
Mstep: Class 4 contains 32221 members 
Mstep: Class 5 contains 4922 members 
Mstep: Class 6 contains 67600 members 
Mstep: Class 7 contains 26326 members 
Mstep: Class 8 contains 32604 members 
Mstep: Class 9 contains 38673 members 
Mstep: Class 10 contains 16485 members 
Mstep: Class 11 contains 23767 members 
Mstep: Class 12 contains 23898 members 
Mstep: Class 13 contains 225656 members 
Mstep: Class 14 contains 126309 members 
Mstep: Class 15 contains 6340 members 
Mstep: Class 16 contains 69432 members 
Mstep: Class 17 contains 15881 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7150 members 
Mstep: Class 20 contains 32858 members 
Mstep: Class 21 contains 57065 members 
Mstep: Class 22 contains 172 members 
Mstep: Class 23 contains 10747 members 
Mstep: Class 24 contains 9707 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 404 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 593 members 
Mstep: Class 29 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430784.000000 Penalty: 101426.492188
Iteration 137Q: 30 clusters Score -1.584308e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233724 members 
Mstep: Class 2 contains 11005 members 
Mstep: Class 3 contains 256843 members 
Mstep: Class 4 contains 32220 members 
Mstep: Class 5 contains 4930 members 
Mstep: Class 6 contains 67583 members 
Mstep: Class 7 contains 26326 members 
Mstep: Class 8 contains 32601 members 
Mstep: Class 9 contains 38673 members 
Mstep: Class 10 contains 16487 members 
Mstep: Class 11 contains 23767 members 
Mstep: Class 12 contains 23898 members 
Mstep: Class 13 contains 225648 members 
Mstep: Class 14 contains 126323 members 
Mstep: Class 15 contains 6340 members 
Mstep: Class 16 contains 69431 members 
Mstep: Class 17 contains 15877 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7153 members 
Mstep: Class 20 contains 32863 members 
Mstep: Class 21 contains 57069 members 
Mstep: Class 22 contains 172 members 
Mstep: Class 23 contains 10748 members 
Mstep: Class 24 contains 9706 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 404 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 593 members 
Mstep: Class 29 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430848.000000 Penalty: 101426.492188
Iteration 138Q: 30 clusters Score -1.584308e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233722 members 
Mstep: Class 2 contains 11006 members 
Mstep: Class 3 contains 256840 members 
Mstep: Class 4 contains 32220 members 
Mstep: Class 5 contains 4933 members 
Mstep: Class 6 contains 67568 members 
Mstep: Class 7 contains 26326 members 
Mstep: Class 8 contains 32600 members 
Mstep: Class 9 contains 38673 members 
Mstep: Class 10 contains 16485 members 
Mstep: Class 11 contains 23767 members 
Mstep: Class 12 contains 23897 members 
Mstep: Class 13 contains 225646 members 
Mstep: Class 14 contains 126338 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69430 members 
Mstep: Class 17 contains 15875 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7159 members 
Mstep: Class 20 contains 32865 members 
Mstep: Class 21 contains 57068 members 
Mstep: Class 22 contains 172 members 
Mstep: Class 23 contains 10749 members 
Mstep: Class 24 contains 9707 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 404 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 593 members 
Mstep: Class 29 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430784.000000 Penalty: 101426.492188
Iteration 139Q: 30 clusters Score -1.584308e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233724 members 
Mstep: Class 2 contains 11007 members 
Mstep: Class 3 contains 256836 members 
Mstep: Class 4 contains 32220 members 
Mstep: Class 5 contains 4944 members 
Mstep: Class 6 contains 67553 members 
Mstep: Class 7 contains 26326 members 
Mstep: Class 8 contains 32597 members 
Mstep: Class 9 contains 38674 members 
Mstep: Class 10 contains 16485 members 
Mstep: Class 11 contains 23768 members 
Mstep: Class 12 contains 23896 members 
Mstep: Class 13 contains 225642 members 
Mstep: Class 14 contains 126351 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69428 members 
Mstep: Class 17 contains 15874 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7155 members 
Mstep: Class 20 contains 32868 members 
Mstep: Class 21 contains 57068 members 
Mstep: Class 22 contains 172 members 
Mstep: Class 23 contains 10749 members 
Mstep: Class 24 contains 9709 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 404 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 593 members 
Mstep: Class 29 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430784.000000 Penalty: 101426.492188
Iteration 140F: 30 clusters Score -1.584308e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233725 members 
Mstep: Class 2 contains 11006 members 
Mstep: Class 3 contains 256837 members 
Mstep: Class 4 contains 32220 members 
Mstep: Class 5 contains 4945 members 
Mstep: Class 6 contains 67531 members 
Mstep: Class 7 contains 26326 members 
Mstep: Class 8 contains 32595 members 
Mstep: Class 9 contains 38674 members 
Mstep: Class 10 contains 16482 members 
Mstep: Class 11 contains 23770 members 
Mstep: Class 12 contains 23895 members 
Mstep: Class 13 contains 225638 members 
Mstep: Class 14 contains 126376 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69427 members 
Mstep: Class 17 contains 15873 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7155 members 
Mstep: Class 20 contains 32868 members 
Mstep: Class 21 contains 57069 members 
Mstep: Class 22 contains 171 members 
Mstep: Class 23 contains 10749 members 
Mstep: Class 24 contains 9713 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 408 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 589 members 
Mstep: Class 29 contains 704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430736.000000 Penalty: 101426.492188
Iteration 141Q: 30 clusters Score -1.584307e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233726 members 
Mstep: Class 2 contains 11006 members 
Mstep: Class 3 contains 256832 members 
Mstep: Class 4 contains 32220 members 
Mstep: Class 5 contains 4960 members 
Mstep: Class 6 contains 67512 members 
Mstep: Class 7 contains 26325 members 
Mstep: Class 8 contains 32590 members 
Mstep: Class 9 contains 38674 members 
Mstep: Class 10 contains 16480 members 
Mstep: Class 11 contains 23770 members 
Mstep: Class 12 contains 23894 members 
Mstep: Class 13 contains 225633 members 
Mstep: Class 14 contains 126390 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69427 members 
Mstep: Class 17 contains 15872 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7159 members 
Mstep: Class 20 contains 32868 members 
Mstep: Class 21 contains 57069 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10749 members 
Mstep: Class 24 contains 9718 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 412 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 585 members 
Mstep: Class 29 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430704.000000 Penalty: 101426.492188
Iteration 142Q: 30 clusters Score -1.584307e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233729 members 
Mstep: Class 2 contains 11007 members 
Mstep: Class 3 contains 256825 members 
Mstep: Class 4 contains 32218 members 
Mstep: Class 5 contains 4962 members 
Mstep: Class 6 contains 67499 members 
Mstep: Class 7 contains 26322 members 
Mstep: Class 8 contains 32584 members 
Mstep: Class 9 contains 38674 members 
Mstep: Class 10 contains 16480 members 
Mstep: Class 11 contains 23768 members 
Mstep: Class 12 contains 23894 members 
Mstep: Class 13 contains 225625 members 
Mstep: Class 14 contains 126418 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69427 members 
Mstep: Class 17 contains 15873 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7162 members 
Mstep: Class 20 contains 32870 members 
Mstep: Class 21 contains 57066 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10749 members 
Mstep: Class 24 contains 9722 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430832.000000 Penalty: 101426.492188
Iteration 143Q: 30 clusters Score -1.584308e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233729 members 
Mstep: Class 2 contains 11008 members 
Mstep: Class 3 contains 256820 members 
Mstep: Class 4 contains 32217 members 
Mstep: Class 5 contains 4968 members 
Mstep: Class 6 contains 67487 members 
Mstep: Class 7 contains 26321 members 
Mstep: Class 8 contains 32576 members 
Mstep: Class 9 contains 38674 members 
Mstep: Class 10 contains 16480 members 
Mstep: Class 11 contains 23765 members 
Mstep: Class 12 contains 23894 members 
Mstep: Class 13 contains 225613 members 
Mstep: Class 14 contains 126442 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69426 members 
Mstep: Class 17 contains 15874 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7167 members 
Mstep: Class 20 contains 32872 members 
Mstep: Class 21 contains 57069 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10749 members 
Mstep: Class 24 contains 9723 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 563 members 
Mstep: Class 29 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430880.000000 Penalty: 101426.492188
Iteration 144Q: 30 clusters Score -1.584309e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233727 members 
Mstep: Class 2 contains 11010 members 
Mstep: Class 3 contains 256822 members 
Mstep: Class 4 contains 32216 members 
Mstep: Class 5 contains 4978 members 
Mstep: Class 6 contains 67460 members 
Mstep: Class 7 contains 26320 members 
Mstep: Class 8 contains 32573 members 
Mstep: Class 9 contains 38674 members 
Mstep: Class 10 contains 16482 members 
Mstep: Class 11 contains 23765 members 
Mstep: Class 12 contains 23896 members 
Mstep: Class 13 contains 225601 members 
Mstep: Class 14 contains 126469 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69425 members 
Mstep: Class 17 contains 15873 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7167 members 
Mstep: Class 20 contains 32874 members 
Mstep: Class 21 contains 57068 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10749 members 
Mstep: Class 24 contains 9724 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 543 members 
Mstep: Class 29 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430912.000000 Penalty: 101426.492188
Iteration 145Q: 30 clusters Score -1.584309e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233728 members 
Mstep: Class 2 contains 11013 members 
Mstep: Class 3 contains 256819 members 
Mstep: Class 4 contains 32215 members 
Mstep: Class 5 contains 4986 members 
Mstep: Class 6 contains 67445 members 
Mstep: Class 7 contains 26319 members 
Mstep: Class 8 contains 32568 members 
Mstep: Class 9 contains 38673 members 
Mstep: Class 10 contains 16483 members 
Mstep: Class 11 contains 23765 members 
Mstep: Class 12 contains 23898 members 
Mstep: Class 13 contains 225580 members 
Mstep: Class 14 contains 126494 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69425 members 
Mstep: Class 17 contains 15873 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7168 members 
Mstep: Class 20 contains 32876 members 
Mstep: Class 21 contains 57072 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10748 members 
Mstep: Class 24 contains 9725 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 489 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 509 members 
Mstep: Class 29 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158431136.000000 Penalty: 101426.492188
Iteration 146Q: 30 clusters Score -1.584311e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233731 members 
Mstep: Class 2 contains 11012 members 
Mstep: Class 3 contains 256817 members 
Mstep: Class 4 contains 32215 members 
Mstep: Class 5 contains 4997 members 
Mstep: Class 6 contains 67416 members 
Mstep: Class 7 contains 26318 members 
Mstep: Class 8 contains 32567 members 
Mstep: Class 9 contains 38673 members 
Mstep: Class 10 contains 16483 members 
Mstep: Class 11 contains 23766 members 
Mstep: Class 12 contains 23900 members 
Mstep: Class 13 contains 225565 members 
Mstep: Class 14 contains 126521 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69425 members 
Mstep: Class 17 contains 15873 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7170 members 
Mstep: Class 20 contains 32878 members 
Mstep: Class 21 contains 57076 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10748 members 
Mstep: Class 24 contains 9722 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 486 members 
Mstep: Class 29 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158431056.000000 Penalty: 101426.492188
Iteration 147Q: 30 clusters Score -1.584311e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233732 members 
Mstep: Class 2 contains 11008 members 
Mstep: Class 3 contains 256811 members 
Mstep: Class 4 contains 32215 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 67384 members 
Mstep: Class 7 contains 26315 members 
Mstep: Class 8 contains 32562 members 
Mstep: Class 9 contains 38673 members 
Mstep: Class 10 contains 16487 members 
Mstep: Class 11 contains 23767 members 
Mstep: Class 12 contains 23896 members 
Mstep: Class 13 contains 225556 members 
Mstep: Class 14 contains 126546 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69428 members 
Mstep: Class 17 contains 15873 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7173 members 
Mstep: Class 20 contains 32881 members 
Mstep: Class 21 contains 57078 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10748 members 
Mstep: Class 24 contains 9721 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 475 members 
Mstep: Class 29 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158431024.000000 Penalty: 101426.492188
Iteration 148Q: 30 clusters Score -1.58431e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233733 members 
Mstep: Class 2 contains 11010 members 
Mstep: Class 3 contains 256810 members 
Mstep: Class 4 contains 32216 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 67355 members 
Mstep: Class 7 contains 26315 members 
Mstep: Class 8 contains 32561 members 
Mstep: Class 9 contains 38671 members 
Mstep: Class 10 contains 16487 members 
Mstep: Class 11 contains 23767 members 
Mstep: Class 12 contains 23898 members 
Mstep: Class 13 contains 225540 members 
Mstep: Class 14 contains 126569 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69432 members 
Mstep: Class 17 contains 15873 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7171 members 
Mstep: Class 20 contains 32882 members 
Mstep: Class 21 contains 57079 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10748 members 
Mstep: Class 24 contains 9720 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 472 members 
Mstep: Class 29 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158431232.000000 Penalty: 101426.492188
Iteration 149Q: 30 clusters Score -1.584312e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233731 members 
Mstep: Class 2 contains 11014 members 
Mstep: Class 3 contains 256810 members 
Mstep: Class 4 contains 32216 members 
Mstep: Class 5 contains 5064 members 
Mstep: Class 6 contains 67329 members 
Mstep: Class 7 contains 26315 members 
Mstep: Class 8 contains 32559 members 
Mstep: Class 9 contains 38670 members 
Mstep: Class 10 contains 16485 members 
Mstep: Class 11 contains 23767 members 
Mstep: Class 12 contains 23897 members 
Mstep: Class 13 contains 225537 members 
Mstep: Class 14 contains 126575 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69434 members 
Mstep: Class 17 contains 15873 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7170 members 
Mstep: Class 20 contains 32883 members 
Mstep: Class 21 contains 57077 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10748 members 
Mstep: Class 24 contains 9719 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 467 members 
Mstep: Class 29 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158431120.000000 Penalty: 101426.492188
Iteration 150Q: 30 clusters Score -1.584311e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233730 members 
Mstep: Class 2 contains 11012 members 
Mstep: Class 3 contains 256805 members 
Mstep: Class 4 contains 32216 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 67299 members 
Mstep: Class 7 contains 26315 members 
Mstep: Class 8 contains 32556 members 
Mstep: Class 9 contains 38670 members 
Mstep: Class 10 contains 16488 members 
Mstep: Class 11 contains 23766 members 
Mstep: Class 12 contains 23897 members 
Mstep: Class 13 contains 225530 members 
Mstep: Class 14 contains 126607 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69432 members 
Mstep: Class 17 contains 15874 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7173 members 
Mstep: Class 20 contains 32883 members 
Mstep: Class 21 contains 57080 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10748 members 
Mstep: Class 24 contains 9719 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 532 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 465 members 
Mstep: Class 29 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158431168.000000 Penalty: 101426.492188
Iteration 151Q: 30 clusters Score -1.584312e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233730 members 
Mstep: Class 2 contains 11016 members 
Mstep: Class 3 contains 256802 members 
Mstep: Class 4 contains 32216 members 
Mstep: Class 5 contains 5096 members 
Mstep: Class 6 contains 67268 members 
Mstep: Class 7 contains 26315 members 
Mstep: Class 8 contains 32555 members 
Mstep: Class 9 contains 38671 members 
Mstep: Class 10 contains 16490 members 
Mstep: Class 11 contains 23766 members 
Mstep: Class 12 contains 23897 members 
Mstep: Class 13 contains 225523 members 
Mstep: Class 14 contains 126617 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69431 members 
Mstep: Class 17 contains 15875 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7173 members 
Mstep: Class 20 contains 32885 members 
Mstep: Class 21 contains 57079 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10748 members 
Mstep: Class 24 contains 9720 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 533 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 464 members 
Mstep: Class 29 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158431296.000000 Penalty: 101426.492188
Iteration 152Q: 30 clusters Score -1.584313e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233734 members 
Mstep: Class 2 contains 11021 members 
Mstep: Class 3 contains 256804 members 
Mstep: Class 4 contains 32216 members 
Mstep: Class 5 contains 5116 members 
Mstep: Class 6 contains 67235 members 
Mstep: Class 7 contains 26316 members 
Mstep: Class 8 contains 32553 members 
Mstep: Class 9 contains 38672 members 
Mstep: Class 10 contains 16492 members 
Mstep: Class 11 contains 23765 members 
Mstep: Class 12 contains 23898 members 
Mstep: Class 13 contains 225513 members 
Mstep: Class 14 contains 126624 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69429 members 
Mstep: Class 17 contains 15875 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7174 members 
Mstep: Class 20 contains 32888 members 
Mstep: Class 21 contains 57079 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10748 members 
Mstep: Class 24 contains 9721 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 534 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 463 members 
Mstep: Class 29 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158431376.000000 Penalty: 101426.492188
Iteration 153Q: 30 clusters Score -1.584314e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233737 members 
Mstep: Class 2 contains 11024 members 
Mstep: Class 3 contains 256801 members 
Mstep: Class 4 contains 32217 members 
Mstep: Class 5 contains 5139 members 
Mstep: Class 6 contains 67205 members 
Mstep: Class 7 contains 26315 members 
Mstep: Class 8 contains 32549 members 
Mstep: Class 9 contains 38672 members 
Mstep: Class 10 contains 16495 members 
Mstep: Class 11 contains 23766 members 
Mstep: Class 12 contains 23900 members 
Mstep: Class 13 contains 225504 members 
Mstep: Class 14 contains 126637 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69426 members 
Mstep: Class 17 contains 15874 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7174 members 
Mstep: Class 20 contains 32893 members 
Mstep: Class 21 contains 57076 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10748 members 
Mstep: Class 24 contains 9721 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 462 members 
Mstep: Class 29 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158431392.000000 Penalty: 101426.492188
Iteration 154Q: 30 clusters Score -1.584314e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233740 members 
Mstep: Class 2 contains 11026 members 
Mstep: Class 3 contains 256796 members 
Mstep: Class 4 contains 32217 members 
Mstep: Class 5 contains 5159 members 
Mstep: Class 6 contains 67174 members 
Mstep: Class 7 contains 26316 members 
Mstep: Class 8 contains 32544 members 
Mstep: Class 9 contains 38672 members 
Mstep: Class 10 contains 16495 members 
Mstep: Class 11 contains 23765 members 
Mstep: Class 12 contains 23900 members 
Mstep: Class 13 contains 225503 members 
Mstep: Class 14 contains 126645 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69426 members 
Mstep: Class 17 contains 15875 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7174 members 
Mstep: Class 20 contains 32902 members 
Mstep: Class 21 contains 57073 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10748 members 
Mstep: Class 24 contains 9723 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 461 members 
Mstep: Class 29 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158431424.000000 Penalty: 101426.492188
Iteration 155Q: 30 clusters Score -1.584314e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233742 members 
Mstep: Class 2 contains 11033 members 
Mstep: Class 3 contains 256800 members 
Mstep: Class 4 contains 32218 members 
Mstep: Class 5 contains 5165 members 
Mstep: Class 6 contains 67144 members 
Mstep: Class 7 contains 26315 members 
Mstep: Class 8 contains 32537 members 
Mstep: Class 9 contains 38673 members 
Mstep: Class 10 contains 16496 members 
Mstep: Class 11 contains 23764 members 
Mstep: Class 12 contains 23900 members 
Mstep: Class 13 contains 225495 members 
Mstep: Class 14 contains 126668 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69424 members 
Mstep: Class 17 contains 15875 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7172 members 
Mstep: Class 20 contains 32907 members 
Mstep: Class 21 contains 57074 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10748 members 
Mstep: Class 24 contains 9723 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 461 members 
Mstep: Class 29 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158431408.000000 Penalty: 101426.492188
Iteration 156Q: 30 clusters Score -1.584314e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233743 members 
Mstep: Class 2 contains 11042 members 
Mstep: Class 3 contains 256802 members 
Mstep: Class 4 contains 32218 members 
Mstep: Class 5 contains 5171 members 
Mstep: Class 6 contains 67123 members 
Mstep: Class 7 contains 26316 members 
Mstep: Class 8 contains 32529 members 
Mstep: Class 9 contains 38673 members 
Mstep: Class 10 contains 16497 members 
Mstep: Class 11 contains 23764 members 
Mstep: Class 12 contains 23899 members 
Mstep: Class 13 contains 225484 members 
Mstep: Class 14 contains 126691 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69420 members 
Mstep: Class 17 contains 15874 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7172 members 
Mstep: Class 20 contains 32911 members 
Mstep: Class 21 contains 57072 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10748 members 
Mstep: Class 24 contains 9724 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 537 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 460 members 
Mstep: Class 29 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158431504.000000 Penalty: 101426.492188
Iteration 157Q: 30 clusters Score -1.584315e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233741 members 
Mstep: Class 2 contains 11052 members 
Mstep: Class 3 contains 256801 members 
Mstep: Class 4 contains 32220 members 
Mstep: Class 5 contains 5171 members 
Mstep: Class 6 contains 67102 members 
Mstep: Class 7 contains 26316 members 
Mstep: Class 8 contains 32521 members 
Mstep: Class 9 contains 38673 members 
Mstep: Class 10 contains 16497 members 
Mstep: Class 11 contains 23763 members 
Mstep: Class 12 contains 23899 members 
Mstep: Class 13 contains 225472 members 
Mstep: Class 14 contains 126719 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69417 members 
Mstep: Class 17 contains 15875 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7176 members 
Mstep: Class 20 contains 32914 members 
Mstep: Class 21 contains 57071 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10748 members 
Mstep: Class 24 contains 9725 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 537 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 460 members 
Mstep: Class 29 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158431488.000000 Penalty: 101426.492188
Iteration 158Q: 30 clusters Score -1.584315e+08 nChanged 133
Entering ConstructFrom: 
Score: -158431488.000000 Penalty: 101426.492188
Entering ConstructFrom: 
Trying to split cluster 1 (233745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233745 members 
Entering Unmasked Estep 
Score: -28518810.000000 Penalty: 3065.772461
	Iteration 0F: 2 clusters Score -2.851881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117094 members 
Mstep: Class 2 contains 116651 members 
Entering Unmasked Estep 
Score: -28365148.000000 Penalty: 6131.544922
	Iteration 0F: 3 clusters Score -2.836515e+07 nChanged 113256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121296 members 
Mstep: Class 2 contains 112449 members 
Entering Unmasked Estep 
Score: -28431994.000000 Penalty: 6131.544922
	Iteration 1F: 3 clusters Score -2.843199e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123894 members 
Mstep: Class 2 contains 109851 members 
Entering Unmasked Estep 
Score: -28434070.000000 Penalty: 6131.544922
	Iteration 2Q: 3 clusters Score -2.843407e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127743 members 
Mstep: Class 2 contains 106002 members 
Entering Unmasked Estep 
Score: -28436168.000000 Penalty: 6131.544922
	Iteration 3Q: 3 clusters Score -2.843617e+07 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133424 members 
Mstep: Class 2 contains 100321 members 
Entering Unmasked Estep 
Score: -28439518.000000 Penalty: 6131.544922
	Iteration 4Q: 3 clusters Score -2.843952e+07 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141500 members 
Mstep: Class 2 contains 92245 members 
Entering Unmasked Estep 
Score: -28444540.000000 Penalty: 6131.544922
	Iteration 5Q: 3 clusters Score -2.844454e+07 nChanged 12428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152424 members 
Mstep: Class 2 contains 81321 members 
Entering Unmasked Estep 
Score: -28451914.000000 Penalty: 6131.544922
	Iteration 6F: 3 clusters Score -2.845191e+07 nChanged 14878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166420 members 
Mstep: Class 2 contains 67325 members 
Entering Unmasked Estep 
Score: -28462400.000000 Penalty: 6131.544922
	Iteration 7F: 3 clusters Score -2.84624e+07 nChanged 16659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182667 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -28475786.000000 Penalty: 6131.544922
	Iteration 8F: 3 clusters Score -2.847579e+07 nChanged 16225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198726 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -28489282.000000 Penalty: 6131.544922
	Iteration 9F: 3 clusters Score -2.848928e+07 nChanged 13291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211921 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -28500574.000000 Penalty: 6131.544922
	Iteration 10F: 3 clusters Score -2.850057e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221049 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -28507808.000000 Penalty: 6131.544922
	Iteration 11Q: 3 clusters Score -2.850781e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226617 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -28511786.000000 Penalty: 6131.544922
	Iteration 12Q: 3 clusters Score -2.851179e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229651 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -28513754.000000 Penalty: 6131.544922
	Iteration 13Q: 3 clusters Score -2.851375e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231285 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -28514832.000000 Penalty: 6131.544922
	Iteration 14Q: 3 clusters Score -2.851483e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232113 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -28515374.000000 Penalty: 6131.544922
	Iteration 15Q: 3 clusters Score -2.851537e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232534 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -28515596.000000 Penalty: 6131.544922
	Iteration 16Q: 3 clusters Score -2.85156e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232766 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -28515806.000000 Penalty: 6131.544922
	Iteration 17Q: 3 clusters Score -2.851581e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232905 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -28515940.000000 Penalty: 6131.544922
	Iteration 18Q: 3 clusters Score -2.851594e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232983 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -28515980.000000 Penalty: 6131.544922
	Iteration 19Q: 3 clusters Score -2.851598e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233040 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -28516020.000000 Penalty: 6131.544922
	Iteration 20F: 3 clusters Score -2.851602e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233083 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -28516042.000000 Penalty: 6131.544922
	Iteration 21Q: 3 clusters Score -2.851604e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233116 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -28516074.000000 Penalty: 6131.544922
	Iteration 22Q: 3 clusters Score -2.851607e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233137 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -28516112.000000 Penalty: 6131.544922
	Iteration 23Q: 3 clusters Score -2.851611e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233151 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -28516120.000000 Penalty: 6131.544922
	Iteration 24Q: 3 clusters Score -2.851612e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233163 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -28516124.000000 Penalty: 6131.544922
	Iteration 25Q: 3 clusters Score -2.851612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233170 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -28516134.000000 Penalty: 6131.544922
	Iteration 26Q: 3 clusters Score -2.851613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233173 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -28516136.000000 Penalty: 6131.544922
	Iteration 27Q: 3 clusters Score -2.851614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233177 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -28516130.000000 Penalty: 6131.544922
	Iteration 28Q: 3 clusters Score -2.851613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233181 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -28516132.000000 Penalty: 6131.544922
	Iteration 29Q: 3 clusters Score -2.851613e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233186 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -28516146.000000 Penalty: 6131.544922
	Iteration 30Q: 3 clusters Score -2.851615e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233192 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -28516140.000000 Penalty: 6131.544922
	Iteration 31Q: 3 clusters Score -2.851614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233194 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -28516156.000000 Penalty: 6131.544922
	Iteration 32Q: 3 clusters Score -2.851616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233196 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -28516150.000000 Penalty: 6131.544922
	Iteration 33Q: 3 clusters Score -2.851615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233198 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -28516174.000000 Penalty: 6131.544922
	Iteration 34Q: 3 clusters Score -2.851617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233200 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -28516160.000000 Penalty: 6131.544922
	Iteration 35Q: 3 clusters Score -2.851616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233199 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -28516164.000000 Penalty: 6131.544922
	Iteration 36Q: 3 clusters Score -2.851616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233199 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -28516164.000000 Penalty: 6131.544922
	Iteration 37Q: 3 clusters Score -2.851616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233199 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -28516158.000000 Penalty: 6131.544922
	Iteration 38Q: 3 clusters Score -2.851616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233202 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -28516164.000000 Penalty: 6131.544922
	Iteration 39Q: 3 clusters Score -2.851616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233205 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -28516164.000000 Penalty: 6131.544922
	Iteration 40F: 3 clusters Score -2.851616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233208 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -28516150.000000 Penalty: 6131.544922
	Iteration 41Q: 3 clusters Score -2.851615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233211 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -28516152.000000 Penalty: 6131.544922
	Iteration 42Q: 3 clusters Score -2.851615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233211 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -28516156.000000 Penalty: 6131.544922
	Iteration 43Q: 3 clusters Score -2.851616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233212 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -28516170.000000 Penalty: 6131.544922
	Iteration 44Q: 3 clusters Score -2.851617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233212 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -28516170.000000 Penalty: 6131.544922
	Iteration 45F: 3 clusters Score -2.851617e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Entering Unmasked Estep 
Score: -1253069.875000 Penalty: 2309.150391
	Iteration 0F: 2 clusters Score -1253070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1244805.875000 Penalty: 4618.300781
	Iteration 0F: 3 clusters Score -1244806 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1247416.750000 Penalty: 4618.300781
	Iteration 1F: 3 clusters Score -1247417 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1247976.875000 Penalty: 4618.300781
	Iteration 2F: 3 clusters Score -1247977 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1248437.375000 Penalty: 4618.300781
	Iteration 3F: 3 clusters Score -1248437 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1248833.750000 Penalty: 4618.300781
	Iteration 4F: 3 clusters Score -1248834 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1249187.250000 Penalty: 4618.300781
	Iteration 5F: 3 clusters Score -1249187 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1249517.250000 Penalty: 4618.300781
	Iteration 6Q: 3 clusters Score -1249517 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1249818.500000 Penalty: 4618.300781
	Iteration 7Q: 3 clusters Score -1249818 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1250107.500000 Penalty: 4618.300781
	Iteration 8Q: 3 clusters Score -1250108 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1250431.625000 Penalty: 4618.300781
	Iteration 9Q: 3 clusters Score -1250432 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1250744.000000 Penalty: 4618.300781
	Iteration 10Q: 3 clusters Score -1250744 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1251006.250000 Penalty: 4618.300781
	Iteration 11Q: 3 clusters Score -1251006 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1251206.750000 Penalty: 4618.300781
	Iteration 12Q: 3 clusters Score -1251207 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1251356.750000 Penalty: 4618.300781
	Iteration 13Q: 3 clusters Score -1251357 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1251436.750000 Penalty: 4618.300781
	Iteration 14Q: 3 clusters Score -1251437 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1251484.750000 Penalty: 4618.300781
	Iteration 15Q: 3 clusters Score -1251485 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1251514.000000 Penalty: 4618.300781
	Iteration 16Q: 3 clusters Score -1251514 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1251536.500000 Penalty: 4618.300781
	Iteration 17Q: 3 clusters Score -1251536 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1251554.375000 Penalty: 4618.300781
	Iteration 18Q: 3 clusters Score -1251554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1251569.125000 Penalty: 4618.300781
	Iteration 19Q: 3 clusters Score -1251569 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1251579.000000 Penalty: 4618.300781
	Iteration 20F: 3 clusters Score -1251579 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1251596.750000 Penalty: 4618.300781
	Iteration 21Q: 3 clusters Score -1251597 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1251617.500000 Penalty: 4618.300781
	Iteration 22Q: 3 clusters Score -1251618 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1251636.375000 Penalty: 4618.300781
	Iteration 23Q: 3 clusters Score -1251636 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1251658.500000 Penalty: 4618.300781
	Iteration 24Q: 3 clusters Score -1251658 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1251676.750000 Penalty: 4618.300781
	Iteration 25Q: 3 clusters Score -1251677 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1251694.375000 Penalty: 4618.300781
	Iteration 26Q: 3 clusters Score -1251694 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1251719.250000 Penalty: 4618.300781
	Iteration 27Q: 3 clusters Score -1251719 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1251747.375000 Penalty: 4618.300781
	Iteration 28Q: 3 clusters Score -1251747 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1251764.000000 Penalty: 4618.300781
	Iteration 29Q: 3 clusters Score -1251764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1251774.375000 Penalty: 4618.300781
	Iteration 30Q: 3 clusters Score -1251774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1251787.750000 Penalty: 4618.300781
	Iteration 31Q: 3 clusters Score -1251788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1251799.000000 Penalty: 4618.300781
	Iteration 32Q: 3 clusters Score -1251799 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1251809.250000 Penalty: 4618.300781
	Iteration 33Q: 3 clusters Score -1251809 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1251815.500000 Penalty: 4618.300781
	Iteration 34Q: 3 clusters Score -1251816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1251825.125000 Penalty: 4618.300781
	Iteration 35Q: 3 clusters Score -1251825 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1251836.125000 Penalty: 4618.300781
	Iteration 36Q: 3 clusters Score -1251836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1251847.250000 Penalty: 4618.300781
	Iteration 37Q: 3 clusters Score -1251847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1251856.250000 Penalty: 4618.300781
	Iteration 38Q: 3 clusters Score -1251856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1251862.000000 Penalty: 4618.300781
	Iteration 39Q: 3 clusters Score -1251862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1251865.875000 Penalty: 4618.300781
	Iteration 40F: 3 clusters Score -1251866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1251871.000000 Penalty: 4618.300781
	Iteration 41Q: 3 clusters Score -1251871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1251877.750000 Penalty: 4618.300781
	Iteration 42Q: 3 clusters Score -1251878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1251880.250000 Penalty: 4618.300781
	Iteration 43Q: 3 clusters Score -1251880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1251884.625000 Penalty: 4618.300781
	Iteration 44Q: 3 clusters Score -1251885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1251881.875000 Penalty: 4618.300781
	Iteration 45Q: 3 clusters Score -1251882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1251882.375000 Penalty: 4618.300781
	Iteration 46Q: 3 clusters Score -1251882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1251879.875000 Penalty: 4618.300781
	Iteration 47Q: 3 clusters Score -1251880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1251879.875000 Penalty: 4618.300781
	Iteration 48F: 3 clusters Score -1251880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (256804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256804 members 
Entering Unmasked Estep 
Score: -31436184.000000 Penalty: 3089.104980
	Iteration 0F: 2 clusters Score -3.143618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128782 members 
Mstep: Class 2 contains 128022 members 
Entering Unmasked Estep 
Score: -31285220.000000 Penalty: 6178.209961
	Iteration 0F: 3 clusters Score -3.128522e+07 nChanged 123820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134554 members 
Mstep: Class 2 contains 122250 members 
Entering Unmasked Estep 
Score: -31359300.000000 Penalty: 6178.209961
	Iteration 1F: 3 clusters Score -3.13593e+07 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137678 members 
Mstep: Class 2 contains 119126 members 
Entering Unmasked Estep 
Score: -31361700.000000 Penalty: 6178.209961
	Iteration 2Q: 3 clusters Score -3.13617e+07 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142150 members 
Mstep: Class 2 contains 114654 members 
Entering Unmasked Estep 
Score: -31364774.000000 Penalty: 6178.209961
	Iteration 3Q: 3 clusters Score -3.136477e+07 nChanged 11207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148655 members 
Mstep: Class 2 contains 108149 members 
Entering Unmasked Estep 
Score: -31370164.000000 Penalty: 6178.209961
	Iteration 4Q: 3 clusters Score -3.137016e+07 nChanged 13476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157821 members 
Mstep: Class 2 contains 98983 members 
Entering Unmasked Estep 
Score: -31378014.000000 Penalty: 6178.209961
	Iteration 5F: 3 clusters Score -3.137801e+07 nChanged 15749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169830 members 
Mstep: Class 2 contains 86974 members 
Entering Unmasked Estep 
Score: -31388602.000000 Penalty: 6178.209961
	Iteration 6F: 3 clusters Score -3.13886e+07 nChanged 17209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183793 members 
Mstep: Class 2 contains 73011 members 
Entering Unmasked Estep 
Score: -31400430.000000 Penalty: 6178.209961
	Iteration 7F: 3 clusters Score -3.140043e+07 nChanged 16442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197679 members 
Mstep: Class 2 contains 59125 members 
Entering Unmasked Estep 
Score: -31411446.000000 Penalty: 6178.209961
	Iteration 8F: 3 clusters Score -3.141145e+07 nChanged 14019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210044 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -31420214.000000 Penalty: 6178.209961
	Iteration 9F: 3 clusters Score -3.142021e+07 nChanged 11011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219967 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -31426280.000000 Penalty: 6178.209961
	Iteration 10Q: 3 clusters Score -3.142628e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227390 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -31429920.000000 Penalty: 6178.209961
	Iteration 11Q: 3 clusters Score -3.142992e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232765 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -31432380.000000 Penalty: 6178.209961
	Iteration 12Q: 3 clusters Score -3.143238e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236408 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -31433818.000000 Penalty: 6178.209961
	Iteration 13Q: 3 clusters Score -3.143382e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239104 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -31434622.000000 Penalty: 6178.209961
	Iteration 14Q: 3 clusters Score -3.143462e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241070 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -31435024.000000 Penalty: 6178.209961
	Iteration 15Q: 3 clusters Score -3.143502e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242559 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -31435244.000000 Penalty: 6178.209961
	Iteration 16Q: 3 clusters Score -3.143524e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243678 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -31435306.000000 Penalty: 6178.209961
	Iteration 17Q: 3 clusters Score -3.143531e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244590 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -31435446.000000 Penalty: 6178.209961
	Iteration 18Q: 3 clusters Score -3.143545e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245283 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -31435554.000000 Penalty: 6178.209961
	Iteration 19Q: 3 clusters Score -3.143555e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245894 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -31435710.000000 Penalty: 6178.209961
	Iteration 20F: 3 clusters Score -3.143571e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246390 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -31435808.000000 Penalty: 6178.209961
	Iteration 21Q: 3 clusters Score -3.143581e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246830 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -31435964.000000 Penalty: 6178.209961
	Iteration 22Q: 3 clusters Score -3.143596e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247190 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -31436072.000000 Penalty: 6178.209961
	Iteration 23Q: 3 clusters Score -3.143607e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247444 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -31436198.000000 Penalty: 6178.209961
	Iteration 24Q: 3 clusters Score -3.14362e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247640 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -31436276.000000 Penalty: 6178.209961
	Iteration 25Q: 3 clusters Score -3.143628e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247789 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -31436376.000000 Penalty: 6178.209961
	Iteration 26Q: 3 clusters Score -3.143638e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247877 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -31436432.000000 Penalty: 6178.209961
	Iteration 27Q: 3 clusters Score -3.143643e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247916 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -31436496.000000 Penalty: 6178.209961
	Iteration 28Q: 3 clusters Score -3.14365e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247931 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -31436456.000000 Penalty: 6178.209961
	Iteration 29Q: 3 clusters Score -3.143646e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247949 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -31436508.000000 Penalty: 6178.209961
	Iteration 30Q: 3 clusters Score -3.143651e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247957 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -31436460.000000 Penalty: 6178.209961
	Iteration 31Q: 3 clusters Score -3.143646e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247963 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -31436494.000000 Penalty: 6178.209961
	Iteration 32Q: 3 clusters Score -3.143649e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247979 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -31436534.000000 Penalty: 6178.209961
	Iteration 33Q: 3 clusters Score -3.143653e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247960 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -31436534.000000 Penalty: 6178.209961
	Iteration 34Q: 3 clusters Score -3.143653e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247936 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -31436544.000000 Penalty: 6178.209961
	Iteration 35Q: 3 clusters Score -3.143654e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247899 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -31436544.000000 Penalty: 6178.209961
	Iteration 36Q: 3 clusters Score -3.143654e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247870 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -31436608.000000 Penalty: 6178.209961
	Iteration 37Q: 3 clusters Score -3.143661e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247848 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -31436602.000000 Penalty: 6178.209961
	Iteration 38Q: 3 clusters Score -3.14366e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247824 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -31436630.000000 Penalty: 6178.209961
	Iteration 39Q: 3 clusters Score -3.143663e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247783 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -31436638.000000 Penalty: 6178.209961
	Iteration 40F: 3 clusters Score -3.143664e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247743 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -31436642.000000 Penalty: 6178.209961
	Iteration 41Q: 3 clusters Score -3.143664e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247709 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -31436604.000000 Penalty: 6178.209961
	Iteration 42Q: 3 clusters Score -3.14366e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247680 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -31436618.000000 Penalty: 6178.209961
	Iteration 43Q: 3 clusters Score -3.143662e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247639 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -31436610.000000 Penalty: 6178.209961
	Iteration 44Q: 3 clusters Score -3.143661e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247618 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -31436610.000000 Penalty: 6178.209961
	Iteration 45Q: 3 clusters Score -3.143661e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247606 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -31436606.000000 Penalty: 6178.209961
	Iteration 46Q: 3 clusters Score -3.143661e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247586 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -31436614.000000 Penalty: 6178.209961
	Iteration 47Q: 3 clusters Score -3.143661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247579 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -31436620.000000 Penalty: 6178.209961
	Iteration 48Q: 3 clusters Score -3.143662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247580 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -31436628.000000 Penalty: 6178.209961
	Iteration 49Q: 3 clusters Score -3.143663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247581 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -31436614.000000 Penalty: 6178.209961
	Iteration 50Q: 3 clusters Score -3.143661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247582 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -31436616.000000 Penalty: 6178.209961
	Iteration 51Q: 3 clusters Score -3.143662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247580 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -31436638.000000 Penalty: 6178.209961
	Iteration 52Q: 3 clusters Score -3.143664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247577 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -31436648.000000 Penalty: 6178.209961
	Iteration 53Q: 3 clusters Score -3.143665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247572 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -31436642.000000 Penalty: 6178.209961
	Iteration 54Q: 3 clusters Score -3.143664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247570 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -31436646.000000 Penalty: 6178.209961
	Iteration 55Q: 3 clusters Score -3.143665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247570 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -31436638.000000 Penalty: 6178.209961
	Iteration 56Q: 3 clusters Score -3.143664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247571 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -31436660.000000 Penalty: 6178.209961
	Iteration 57Q: 3 clusters Score -3.143666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247571 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -31436650.000000 Penalty: 6178.209961
	Iteration 58Q: 3 clusters Score -3.143665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247572 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -31436654.000000 Penalty: 6178.209961
	Iteration 59Q: 3 clusters Score -3.143665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247572 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -31436654.000000 Penalty: 6178.209961
	Iteration 60F: 3 clusters Score -3.143665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233745 members 
Mstep: Class 2 contains 11060 members 
Mstep: Class 3 contains 247572 members 
Mstep: Class 4 contains 32221 members 
Mstep: Class 5 contains 5187 members 
Mstep: Class 6 contains 67077 members 
Mstep: Class 7 contains 26314 members 
Mstep: Class 8 contains 32512 members 
Mstep: Class 9 contains 38673 members 
Mstep: Class 10 contains 16497 members 
Mstep: Class 11 contains 23763 members 
Mstep: Class 12 contains 23898 members 
Mstep: Class 13 contains 225464 members 
Mstep: Class 14 contains 126728 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69413 members 
Mstep: Class 17 contains 15876 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7179 members 
Mstep: Class 20 contains 32917 members 
Mstep: Class 21 contains 57072 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10748 members 
Mstep: Class 24 contains 9725 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 538 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 459 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 9232 members 
Entering Unmasked Estep 
Score: -158432480.000000 Penalty: 104923.953125
Splitting cluster 3 changes total score from -158431488.000000 to -158432480.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 4 (32221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Entering Unmasked Estep 
Score: -3925605.000000 Penalty: 2574.332764
	Iteration 0F: 2 clusters Score -3925605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -3903537.500000 Penalty: 5148.665527
	Iteration 0F: 3 clusters Score -3903538 nChanged 14656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -3911817.000000 Penalty: 5148.665527
	Iteration 1F: 3 clusters Score -3911817 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -3912357.250000 Penalty: 5148.665527
	Iteration 2F: 3 clusters Score -3912357 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -3912876.750000 Penalty: 5148.665527
	Iteration 3Q: 3 clusters Score -3912877 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -3913388.750000 Penalty: 5148.665527
	Iteration 4Q: 3 clusters Score -3913389 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -3913955.500000 Penalty: 5148.665527
	Iteration 5Q: 3 clusters Score -3913956 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -3914583.750000 Penalty: 5148.665527
	Iteration 6Q: 3 clusters Score -3914584 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -3915342.500000 Penalty: 5148.665527
	Iteration 7Q: 3 clusters Score -3915342 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -3916272.500000 Penalty: 5148.665527
	Iteration 8F: 3 clusters Score -3916272 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -3917386.500000 Penalty: 5148.665527
	Iteration 9F: 3 clusters Score -3917386 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3918696.750000 Penalty: 5148.665527
	Iteration 10F: 3 clusters Score -3918697 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -3920128.000000 Penalty: 5148.665527
	Iteration 11F: 3 clusters Score -3920128 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -3921245.250000 Penalty: 5148.665527
	Iteration 12Q: 3 clusters Score -3921245 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -3922050.250000 Penalty: 5148.665527
	Iteration 13Q: 3 clusters Score -3922050 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -3922619.000000 Penalty: 5148.665527
	Iteration 14Q: 3 clusters Score -3922619 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -3923037.250000 Penalty: 5148.665527
	Iteration 15Q: 3 clusters Score -3923037 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -3923319.250000 Penalty: 5148.665527
	Iteration 16Q: 3 clusters Score -3923319 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -3923493.500000 Penalty: 5148.665527
	Iteration 17Q: 3 clusters Score -3923494 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -3923588.750000 Penalty: 5148.665527
	Iteration 18Q: 3 clusters Score -3923589 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -3923646.000000 Penalty: 5148.665527
	Iteration 19Q: 3 clusters Score -3923646 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -3923697.750000 Penalty: 5148.665527
	Iteration 20F: 3 clusters Score -3923698 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -3923719.500000 Penalty: 5148.665527
	Iteration 21Q: 3 clusters Score -3923720 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -3923749.250000 Penalty: 5148.665527
	Iteration 22Q: 3 clusters Score -3923749 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -3923760.500000 Penalty: 5148.665527
	Iteration 23Q: 3 clusters Score -3923760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -3923769.250000 Penalty: 5148.665527
	Iteration 24Q: 3 clusters Score -3923769 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -3923777.500000 Penalty: 5148.665527
	Iteration 25Q: 3 clusters Score -3923778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -3923782.250000 Penalty: 5148.665527
	Iteration 26Q: 3 clusters Score -3923782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -3923797.250000 Penalty: 5148.665527
	Iteration 27Q: 3 clusters Score -3923797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -3923795.500000 Penalty: 5148.665527
	Iteration 28Q: 3 clusters Score -3923796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -3923796.000000 Penalty: 5148.665527
	Iteration 29Q: 3 clusters Score -3923796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -3923801.500000 Penalty: 5148.665527
	Iteration 30Q: 3 clusters Score -3923802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -3923806.250000 Penalty: 5148.665527
	Iteration 31Q: 3 clusters Score -3923806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -3923816.500000 Penalty: 5148.665527
	Iteration 32Q: 3 clusters Score -3923816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -3923822.750000 Penalty: 5148.665527
	Iteration 33Q: 3 clusters Score -3923823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -3923824.000000 Penalty: 5148.665527
	Iteration 34Q: 3 clusters Score -3923824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -3923829.250000 Penalty: 5148.665527
	Iteration 35Q: 3 clusters Score -3923829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -3923835.500000 Penalty: 5148.665527
	Iteration 36Q: 3 clusters Score -3923836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -3923836.000000 Penalty: 5148.665527
	Iteration 37Q: 3 clusters Score -3923836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -3923836.250000 Penalty: 5148.665527
	Iteration 38Q: 3 clusters Score -3923836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -3923836.000000 Penalty: 5148.665527
	Iteration 39Q: 3 clusters Score -3923836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -3923833.250000 Penalty: 5148.665527
	Iteration 40F: 3 clusters Score -3923833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -3923832.750000 Penalty: 5148.665527
	Iteration 41Q: 3 clusters Score -3923833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -3923834.750000 Penalty: 5148.665527
	Iteration 42Q: 3 clusters Score -3923835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -3923834.000000 Penalty: 5148.665527
	Iteration 43Q: 3 clusters Score -3923834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -3923840.250000 Penalty: 5148.665527
	Iteration 44Q: 3 clusters Score -3923840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -3923848.750000 Penalty: 5148.665527
	Iteration 45Q: 3 clusters Score -3923849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -3923841.500000 Penalty: 5148.665527
	Iteration 46Q: 3 clusters Score -3923842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -3923843.000000 Penalty: 5148.665527
	Iteration 47Q: 3 clusters Score -3923843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -3923835.000000 Penalty: 5148.665527
	Iteration 48Q: 3 clusters Score -3923835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -3923842.250000 Penalty: 5148.665527
	Iteration 49Q: 3 clusters Score -3923842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -3923846.750000 Penalty: 5148.665527
	Iteration 50Q: 3 clusters Score -3923847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -3923849.000000 Penalty: 5148.665527
	Iteration 51Q: 3 clusters Score -3923849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -3923854.250000 Penalty: 5148.665527
	Iteration 52Q: 3 clusters Score -3923854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -3923856.750000 Penalty: 5148.665527
	Iteration 53Q: 3 clusters Score -3923857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -3923859.500000 Penalty: 5148.665527
	Iteration 54Q: 3 clusters Score -3923860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -3923862.250000 Penalty: 5148.665527
	Iteration 55Q: 3 clusters Score -3923862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -3923872.500000 Penalty: 5148.665527
	Iteration 56Q: 3 clusters Score -3923872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -3923862.750000 Penalty: 5148.665527
	Iteration 57Q: 3 clusters Score -3923863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -3923867.000000 Penalty: 5148.665527
	Iteration 58Q: 3 clusters Score -3923867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -3923867.500000 Penalty: 5148.665527
	Iteration 59Q: 3 clusters Score -3923868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -3923868.250000 Penalty: 5148.665527
	Iteration 60F: 3 clusters Score -3923868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -3923870.500000 Penalty: 5148.665527
	Iteration 61Q: 3 clusters Score -3923870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -3923868.250000 Penalty: 5148.665527
	Iteration 62Q: 3 clusters Score -3923868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -3923867.250000 Penalty: 5148.665527
	Iteration 63Q: 3 clusters Score -3923867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -3923871.000000 Penalty: 5148.665527
	Iteration 64Q: 3 clusters Score -3923871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -3923871.750000 Penalty: 5148.665527
	Iteration 65Q: 3 clusters Score -3923872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -3923874.250000 Penalty: 5148.665527
	Iteration 66Q: 3 clusters Score -3923874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -3923871.750000 Penalty: 5148.665527
	Iteration 67Q: 3 clusters Score -3923872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -3923881.750000 Penalty: 5148.665527
	Iteration 68Q: 3 clusters Score -3923882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -3923891.250000 Penalty: 5148.665527
	Iteration 69Q: 3 clusters Score -3923891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -3923893.000000 Penalty: 5148.665527
	Iteration 70Q: 3 clusters Score -3923893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -3923898.000000 Penalty: 5148.665527
	Iteration 71Q: 3 clusters Score -3923898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -3923892.750000 Penalty: 5148.665527
	Iteration 72Q: 3 clusters Score -3923893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -3923896.250000 Penalty: 5148.665527
	Iteration 73Q: 3 clusters Score -3923896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -3923892.750000 Penalty: 5148.665527
	Iteration 74Q: 3 clusters Score -3923893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -3923893.000000 Penalty: 5148.665527
	Iteration 75Q: 3 clusters Score -3923893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -3923894.250000 Penalty: 5148.665527
	Iteration 76Q: 3 clusters Score -3923894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -3923893.750000 Penalty: 5148.665527
	Iteration 77Q: 3 clusters Score -3923894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -3923896.000000 Penalty: 5148.665527
	Iteration 78Q: 3 clusters Score -3923896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -3923899.250000 Penalty: 5148.665527
	Iteration 79Q: 3 clusters Score -3923899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -3923893.750000 Penalty: 5148.665527
	Iteration 80F: 3 clusters Score -3923894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -3923894.500000 Penalty: 5148.665527
	Iteration 81Q: 3 clusters Score -3923894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -3923895.250000 Penalty: 5148.665527
	Iteration 82Q: 3 clusters Score -3923895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -3923898.750000 Penalty: 5148.665527
	Iteration 83Q: 3 clusters Score -3923899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -3923893.000000 Penalty: 5148.665527
	Iteration 84Q: 3 clusters Score -3923893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -3923893.000000 Penalty: 5148.665527
	Iteration 85F: 3 clusters Score -3923893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Entering Unmasked Estep 
Score: -618729.312500 Penalty: 2121.369873
	Iteration 0F: 2 clusters Score -618729.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -614047.625000 Penalty: 4242.739746
	Iteration 0F: 3 clusters Score -614047.6 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -615234.000000 Penalty: 4242.739746
	Iteration 1F: 3 clusters Score -615234 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -615450.000000 Penalty: 4242.739746
	Iteration 2F: 3 clusters Score -615450 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -615582.062500 Penalty: 4242.739746
	Iteration 3Q: 3 clusters Score -615582.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -615680.687500 Penalty: 4242.739746
	Iteration 4Q: 3 clusters Score -615680.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -615760.312500 Penalty: 4242.739746
	Iteration 5Q: 3 clusters Score -615760.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -615828.062500 Penalty: 4242.739746
	Iteration 6Q: 3 clusters Score -615828.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -615892.500000 Penalty: 4242.739746
	Iteration 7Q: 3 clusters Score -615892.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -615948.500000 Penalty: 4242.739746
	Iteration 8Q: 3 clusters Score -615948.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -615995.750000 Penalty: 4242.739746
	Iteration 9Q: 3 clusters Score -615995.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -616051.062500 Penalty: 4242.739746
	Iteration 10Q: 3 clusters Score -616051.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -616096.187500 Penalty: 4242.739746
	Iteration 11Q: 3 clusters Score -616096.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -616147.687500 Penalty: 4242.739746
	Iteration 12Q: 3 clusters Score -616147.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -616193.250000 Penalty: 4242.739746
	Iteration 13Q: 3 clusters Score -616193.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -616231.750000 Penalty: 4242.739746
	Iteration 14Q: 3 clusters Score -616231.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -616260.937500 Penalty: 4242.739746
	Iteration 15Q: 3 clusters Score -616260.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -616292.312500 Penalty: 4242.739746
	Iteration 16Q: 3 clusters Score -616292.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -616324.187500 Penalty: 4242.739746
	Iteration 17Q: 3 clusters Score -616324.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -616368.937500 Penalty: 4242.739746
	Iteration 18Q: 3 clusters Score -616368.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -616408.375000 Penalty: 4242.739746
	Iteration 19Q: 3 clusters Score -616408.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -616458.000000 Penalty: 4242.739746
	Iteration 20F: 3 clusters Score -616458 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -616494.812500 Penalty: 4242.739746
	Iteration 21Q: 3 clusters Score -616494.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -616544.000000 Penalty: 4242.739746
	Iteration 22Q: 3 clusters Score -616544 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -616581.312500 Penalty: 4242.739746
	Iteration 23Q: 3 clusters Score -616581.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -616612.562500 Penalty: 4242.739746
	Iteration 24Q: 3 clusters Score -616612.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -616639.000000 Penalty: 4242.739746
	Iteration 25Q: 3 clusters Score -616639 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -616659.812500 Penalty: 4242.739746
	Iteration 26Q: 3 clusters Score -616659.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -616677.500000 Penalty: 4242.739746
	Iteration 27Q: 3 clusters Score -616677.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -616689.437500 Penalty: 4242.739746
	Iteration 28Q: 3 clusters Score -616689.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -616699.000000 Penalty: 4242.739746
	Iteration 29Q: 3 clusters Score -616699 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -616712.625000 Penalty: 4242.739746
	Iteration 30Q: 3 clusters Score -616712.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -616722.125000 Penalty: 4242.739746
	Iteration 31Q: 3 clusters Score -616722.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -616730.312500 Penalty: 4242.739746
	Iteration 32Q: 3 clusters Score -616730.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -616737.250000 Penalty: 4242.739746
	Iteration 33Q: 3 clusters Score -616737.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -616743.562500 Penalty: 4242.739746
	Iteration 34Q: 3 clusters Score -616743.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -616750.500000 Penalty: 4242.739746
	Iteration 35Q: 3 clusters Score -616750.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -616757.312500 Penalty: 4242.739746
	Iteration 36Q: 3 clusters Score -616757.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -616765.937500 Penalty: 4242.739746
	Iteration 37Q: 3 clusters Score -616765.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -616769.562500 Penalty: 4242.739746
	Iteration 38Q: 3 clusters Score -616769.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -616771.937500 Penalty: 4242.739746
	Iteration 39Q: 3 clusters Score -616771.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -616775.062500 Penalty: 4242.739746
	Iteration 40F: 3 clusters Score -616775.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -616776.937500 Penalty: 4242.739746
	Iteration 41Q: 3 clusters Score -616776.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -616778.625000 Penalty: 4242.739746
	Iteration 42Q: 3 clusters Score -616778.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -616782.875000 Penalty: 4242.739746
	Iteration 43Q: 3 clusters Score -616782.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -616782.750000 Penalty: 4242.739746
	Iteration 44Q: 3 clusters Score -616782.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -616785.437500 Penalty: 4242.739746
	Iteration 45Q: 3 clusters Score -616785.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -616785.000000 Penalty: 4242.739746
	Iteration 46Q: 3 clusters Score -616785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -616785.437500 Penalty: 4242.739746
	Iteration 47Q: 3 clusters Score -616785.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -616788.375000 Penalty: 4242.739746
	Iteration 48Q: 3 clusters Score -616788.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -616789.750000 Penalty: 4242.739746
	Iteration 49Q: 3 clusters Score -616789.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -616791.875000 Penalty: 4242.739746
	Iteration 50Q: 3 clusters Score -616791.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -616793.750000 Penalty: 4242.739746
	Iteration 51Q: 3 clusters Score -616793.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -616795.250000 Penalty: 4242.739746
	Iteration 52Q: 3 clusters Score -616795.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -616798.250000 Penalty: 4242.739746
	Iteration 53Q: 3 clusters Score -616798.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -616797.750000 Penalty: 4242.739746
	Iteration 54Q: 3 clusters Score -616797.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -616801.125000 Penalty: 4242.739746
	Iteration 55Q: 3 clusters Score -616801.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -616802.750000 Penalty: 4242.739746
	Iteration 56Q: 3 clusters Score -616802.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -616806.625000 Penalty: 4242.739746
	Iteration 57Q: 3 clusters Score -616806.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -616812.000000 Penalty: 4242.739746
	Iteration 58Q: 3 clusters Score -616812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -616815.625000 Penalty: 4242.739746
	Iteration 59Q: 3 clusters Score -616815.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -616816.875000 Penalty: 4242.739746
	Iteration 60F: 3 clusters Score -616816.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -616816.625000 Penalty: 4242.739746
	Iteration 61Q: 3 clusters Score -616816.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -616817.187500 Penalty: 4242.739746
	Iteration 62Q: 3 clusters Score -616817.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -616817.187500 Penalty: 4242.739746
	Iteration 63F: 3 clusters Score -616817.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (67077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67077 members 
Entering Unmasked Estep 
Score: -7621674.500000 Penalty: 2756.172119
	Iteration 0F: 2 clusters Score -7621674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -7576537.500000 Penalty: 5512.344238
	Iteration 0F: 3 clusters Score -7576538 nChanged 31336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -7594682.500000 Penalty: 5512.344238
	Iteration 1F: 3 clusters Score -7594682 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -7596382.000000 Penalty: 5512.344238
	Iteration 2F: 3 clusters Score -7596382 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -7598756.500000 Penalty: 5512.344238
	Iteration 3F: 3 clusters Score -7598756 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -7601750.500000 Penalty: 5512.344238
	Iteration 4F: 3 clusters Score -7601750 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -7605041.500000 Penalty: 5512.344238
	Iteration 5F: 3 clusters Score -7605042 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -7608070.500000 Penalty: 5512.344238
	Iteration 6F: 3 clusters Score -7608070 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -7610602.500000 Penalty: 5512.344238
	Iteration 7F: 3 clusters Score -7610602 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -7612630.500000 Penalty: 5512.344238
	Iteration 8Q: 3 clusters Score -7612630 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -7614047.500000 Penalty: 5512.344238
	Iteration 9Q: 3 clusters Score -7614048 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -7614996.500000 Penalty: 5512.344238
	Iteration 10Q: 3 clusters Score -7614996 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -7615656.000000 Penalty: 5512.344238
	Iteration 11Q: 3 clusters Score -7615656 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54153 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -7616202.500000 Penalty: 5512.344238
	Iteration 12Q: 3 clusters Score -7616202 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55297 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -7616623.000000 Penalty: 5512.344238
	Iteration 13Q: 3 clusters Score -7616623 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56358 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -7617067.000000 Penalty: 5512.344238
	Iteration 14Q: 3 clusters Score -7617067 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57381 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -7617468.500000 Penalty: 5512.344238
	Iteration 15Q: 3 clusters Score -7617468 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58295 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -7617815.000000 Penalty: 5512.344238
	Iteration 16Q: 3 clusters Score -7617815 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59126 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -7618155.000000 Penalty: 5512.344238
	Iteration 17Q: 3 clusters Score -7618155 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59880 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -7618488.000000 Penalty: 5512.344238
	Iteration 18Q: 3 clusters Score -7618488 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60514 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -7618792.500000 Penalty: 5512.344238
	Iteration 19Q: 3 clusters Score -7618792 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61100 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -7619114.000000 Penalty: 5512.344238
	Iteration 20F: 3 clusters Score -7619114 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61572 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -7619334.500000 Penalty: 5512.344238
	Iteration 21Q: 3 clusters Score -7619334 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61980 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -7619555.500000 Penalty: 5512.344238
	Iteration 22Q: 3 clusters Score -7619556 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62298 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -7619702.000000 Penalty: 5512.344238
	Iteration 23Q: 3 clusters Score -7619702 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62557 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -7619883.000000 Penalty: 5512.344238
	Iteration 24Q: 3 clusters Score -7619883 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62777 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -7620006.500000 Penalty: 5512.344238
	Iteration 25Q: 3 clusters Score -7620006 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -7620110.000000 Penalty: 5512.344238
	Iteration 26Q: 3 clusters Score -7620110 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -7620201.500000 Penalty: 5512.344238
	Iteration 27Q: 3 clusters Score -7620202 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63274 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -7620256.500000 Penalty: 5512.344238
	Iteration 28Q: 3 clusters Score -7620256 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63371 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -7620282.500000 Penalty: 5512.344238
	Iteration 29Q: 3 clusters Score -7620282 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63451 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -7620300.500000 Penalty: 5512.344238
	Iteration 30Q: 3 clusters Score -7620300 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63523 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -7620335.500000 Penalty: 5512.344238
	Iteration 31Q: 3 clusters Score -7620336 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63580 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -7620323.500000 Penalty: 5512.344238
	Iteration 32Q: 3 clusters Score -7620324 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63638 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -7620337.000000 Penalty: 5512.344238
	Iteration 33Q: 3 clusters Score -7620337 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63682 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -7620351.000000 Penalty: 5512.344238
	Iteration 34Q: 3 clusters Score -7620351 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63719 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -7620371.500000 Penalty: 5512.344238
	Iteration 35Q: 3 clusters Score -7620372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63750 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -7620377.000000 Penalty: 5512.344238
	Iteration 36Q: 3 clusters Score -7620377 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63773 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -7620379.500000 Penalty: 5512.344238
	Iteration 37Q: 3 clusters Score -7620380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63796 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -7620373.500000 Penalty: 5512.344238
	Iteration 38Q: 3 clusters Score -7620374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63820 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -7620383.500000 Penalty: 5512.344238
	Iteration 39Q: 3 clusters Score -7620384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63843 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -7620382.000000 Penalty: 5512.344238
	Iteration 40F: 3 clusters Score -7620382 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -7620401.000000 Penalty: 5512.344238
	Iteration 41Q: 3 clusters Score -7620401 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63899 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -7620420.500000 Penalty: 5512.344238
	Iteration 42Q: 3 clusters Score -7620420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63922 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -7620427.500000 Penalty: 5512.344238
	Iteration 43Q: 3 clusters Score -7620428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63934 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -7620440.500000 Penalty: 5512.344238
	Iteration 44Q: 3 clusters Score -7620440 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63954 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -7620441.500000 Penalty: 5512.344238
	Iteration 45Q: 3 clusters Score -7620442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63981 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -7620475.000000 Penalty: 5512.344238
	Iteration 46Q: 3 clusters Score -7620475 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64007 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -7620486.000000 Penalty: 5512.344238
	Iteration 47Q: 3 clusters Score -7620486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -7620501.500000 Penalty: 5512.344238
	Iteration 48Q: 3 clusters Score -7620502 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64040 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -7620505.500000 Penalty: 5512.344238
	Iteration 49Q: 3 clusters Score -7620506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64048 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -7620522.500000 Penalty: 5512.344238
	Iteration 50Q: 3 clusters Score -7620522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -7620523.000000 Penalty: 5512.344238
	Iteration 51Q: 3 clusters Score -7620523 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -7620542.500000 Penalty: 5512.344238
	Iteration 52Q: 3 clusters Score -7620542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64087 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -7620571.500000 Penalty: 5512.344238
	Iteration 53Q: 3 clusters Score -7620572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64091 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -7620572.500000 Penalty: 5512.344238
	Iteration 54Q: 3 clusters Score -7620572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64101 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -7620569.000000 Penalty: 5512.344238
	Iteration 55Q: 3 clusters Score -7620569 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64111 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -7620564.000000 Penalty: 5512.344238
	Iteration 56Q: 3 clusters Score -7620564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64114 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -7620591.000000 Penalty: 5512.344238
	Iteration 57Q: 3 clusters Score -7620591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64117 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -7620587.000000 Penalty: 5512.344238
	Iteration 58Q: 3 clusters Score -7620587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64116 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -7620592.500000 Penalty: 5512.344238
	Iteration 59Q: 3 clusters Score -7620592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64119 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -7620595.000000 Penalty: 5512.344238
	Iteration 60F: 3 clusters Score -7620595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64126 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -7620593.500000 Penalty: 5512.344238
	Iteration 61Q: 3 clusters Score -7620594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64129 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -7620595.500000 Penalty: 5512.344238
	Iteration 62Q: 3 clusters Score -7620596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64133 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -7620597.000000 Penalty: 5512.344238
	Iteration 63Q: 3 clusters Score -7620597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64136 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -7620600.500000 Penalty: 5512.344238
	Iteration 64Q: 3 clusters Score -7620600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64139 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -7620602.500000 Penalty: 5512.344238
	Iteration 65Q: 3 clusters Score -7620602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64139 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -7620593.500000 Penalty: 5512.344238
	Iteration 66Q: 3 clusters Score -7620594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64138 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -7620596.500000 Penalty: 5512.344238
	Iteration 67Q: 3 clusters Score -7620596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64139 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -7620597.000000 Penalty: 5512.344238
	Iteration 68Q: 3 clusters Score -7620597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64139 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -7620597.000000 Penalty: 5512.344238
	Iteration 69F: 3 clusters Score -7620597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Entering Unmasked Estep 
Score: -3222288.750000 Penalty: 2524.108398
	Iteration 0F: 2 clusters Score -3222289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -3204130.750000 Penalty: 5048.216797
	Iteration 0F: 3 clusters Score -3204131 nChanged 11812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -3210551.250000 Penalty: 5048.216797
	Iteration 1F: 3 clusters Score -3210551 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3211237.000000 Penalty: 5048.216797
	Iteration 2F: 3 clusters Score -3211237 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -3211918.750000 Penalty: 5048.216797
	Iteration 3F: 3 clusters Score -3211919 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -3212710.000000 Penalty: 5048.216797
	Iteration 4F: 3 clusters Score -3212710 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -3213584.500000 Penalty: 5048.216797
	Iteration 5F: 3 clusters Score -3213584 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -3214569.250000 Penalty: 5048.216797
	Iteration 6F: 3 clusters Score -3214569 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -3215606.000000 Penalty: 5048.216797
	Iteration 7F: 3 clusters Score -3215606 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -3216594.250000 Penalty: 5048.216797
	Iteration 8F: 3 clusters Score -3216594 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -3217495.000000 Penalty: 5048.216797
	Iteration 9Q: 3 clusters Score -3217495 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -3218295.750000 Penalty: 5048.216797
	Iteration 10Q: 3 clusters Score -3218296 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -3218926.750000 Penalty: 5048.216797
	Iteration 11Q: 3 clusters Score -3218927 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -3219414.000000 Penalty: 5048.216797
	Iteration 12Q: 3 clusters Score -3219414 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -3219729.000000 Penalty: 5048.216797
	Iteration 13Q: 3 clusters Score -3219729 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -3219926.000000 Penalty: 5048.216797
	Iteration 14Q: 3 clusters Score -3219926 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -3220031.250000 Penalty: 5048.216797
	Iteration 15Q: 3 clusters Score -3220031 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -3220083.500000 Penalty: 5048.216797
	Iteration 16Q: 3 clusters Score -3220084 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -3220146.250000 Penalty: 5048.216797
	Iteration 17Q: 3 clusters Score -3220146 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -3220180.500000 Penalty: 5048.216797
	Iteration 18Q: 3 clusters Score -3220180 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3220192.750000 Penalty: 5048.216797
	Iteration 19Q: 3 clusters Score -3220193 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -3220215.750000 Penalty: 5048.216797
	Iteration 20F: 3 clusters Score -3220216 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -3220229.500000 Penalty: 5048.216797
	Iteration 21Q: 3 clusters Score -3220230 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -3220255.000000 Penalty: 5048.216797
	Iteration 22Q: 3 clusters Score -3220255 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -3220269.250000 Penalty: 5048.216797
	Iteration 23Q: 3 clusters Score -3220269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -3220271.000000 Penalty: 5048.216797
	Iteration 24Q: 3 clusters Score -3220271 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -3220277.500000 Penalty: 5048.216797
	Iteration 25Q: 3 clusters Score -3220278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -3220288.250000 Penalty: 5048.216797
	Iteration 26Q: 3 clusters Score -3220288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -3220292.750000 Penalty: 5048.216797
	Iteration 27Q: 3 clusters Score -3220293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -3220291.750000 Penalty: 5048.216797
	Iteration 28Q: 3 clusters Score -3220292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -3220299.750000 Penalty: 5048.216797
	Iteration 29Q: 3 clusters Score -3220300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3220303.250000 Penalty: 5048.216797
	Iteration 30Q: 3 clusters Score -3220303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -3220304.000000 Penalty: 5048.216797
	Iteration 31Q: 3 clusters Score -3220304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -3220320.750000 Penalty: 5048.216797
	Iteration 32Q: 3 clusters Score -3220321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -3220322.000000 Penalty: 5048.216797
	Iteration 33Q: 3 clusters Score -3220322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -3220341.250000 Penalty: 5048.216797
	Iteration 34Q: 3 clusters Score -3220341 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -3220353.500000 Penalty: 5048.216797
	Iteration 35Q: 3 clusters Score -3220354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -3220359.500000 Penalty: 5048.216797
	Iteration 36Q: 3 clusters Score -3220360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -3220362.250000 Penalty: 5048.216797
	Iteration 37Q: 3 clusters Score -3220362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -3220368.000000 Penalty: 5048.216797
	Iteration 38Q: 3 clusters Score -3220368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3220370.250000 Penalty: 5048.216797
	Iteration 39Q: 3 clusters Score -3220370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -3220375.000000 Penalty: 5048.216797
	Iteration 40F: 3 clusters Score -3220375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -3220375.000000 Penalty: 5048.216797
	Iteration 41Q: 3 clusters Score -3220375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -3220390.000000 Penalty: 5048.216797
	Iteration 42Q: 3 clusters Score -3220390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -3220385.500000 Penalty: 5048.216797
	Iteration 43Q: 3 clusters Score -3220386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3220386.750000 Penalty: 5048.216797
	Iteration 44Q: 3 clusters Score -3220387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -3220386.250000 Penalty: 5048.216797
	Iteration 45Q: 3 clusters Score -3220386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -3220384.000000 Penalty: 5048.216797
	Iteration 46Q: 3 clusters Score -3220384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3220386.250000 Penalty: 5048.216797
	Iteration 47Q: 3 clusters Score -3220386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -3220389.000000 Penalty: 5048.216797
	Iteration 48Q: 3 clusters Score -3220389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -3220389.000000 Penalty: 5048.216797
	Iteration 49Q: 3 clusters Score -3220389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -3220389.000000 Penalty: 5048.216797
	Iteration 50F: 3 clusters Score -3220389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Entering Unmasked Estep 
Score: -3974373.500000 Penalty: 2576.562256
	Iteration 0F: 2 clusters Score -3974374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -3952233.750000 Penalty: 5153.124512
	Iteration 0F: 3 clusters Score -3952234 nChanged 14767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -3960300.750000 Penalty: 5153.124512
	Iteration 1F: 3 clusters Score -3960301 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -3960919.500000 Penalty: 5153.124512
	Iteration 2F: 3 clusters Score -3960920 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -3961547.000000 Penalty: 5153.124512
	Iteration 3Q: 3 clusters Score -3961547 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -3962206.000000 Penalty: 5153.124512
	Iteration 4Q: 3 clusters Score -3962206 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -3963031.750000 Penalty: 5153.124512
	Iteration 5F: 3 clusters Score -3963032 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -3964087.250000 Penalty: 5153.124512
	Iteration 6F: 3 clusters Score -3964087 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -3965432.500000 Penalty: 5153.124512
	Iteration 7F: 3 clusters Score -3965432 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -3967044.750000 Penalty: 5153.124512
	Iteration 8F: 3 clusters Score -3967045 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -3968621.750000 Penalty: 5153.124512
	Iteration 9F: 3 clusters Score -3968622 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -3969912.000000 Penalty: 5153.124512
	Iteration 10Q: 3 clusters Score -3969912 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3970814.500000 Penalty: 5153.124512
	Iteration 11Q: 3 clusters Score -3970814 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3971313.000000 Penalty: 5153.124512
	Iteration 12Q: 3 clusters Score -3971313 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3971639.500000 Penalty: 5153.124512
	Iteration 13Q: 3 clusters Score -3971640 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3971805.250000 Penalty: 5153.124512
	Iteration 14Q: 3 clusters Score -3971805 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3971906.500000 Penalty: 5153.124512
	Iteration 15Q: 3 clusters Score -3971906 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3971971.250000 Penalty: 5153.124512
	Iteration 16Q: 3 clusters Score -3971971 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3972022.250000 Penalty: 5153.124512
	Iteration 17Q: 3 clusters Score -3972022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3972054.000000 Penalty: 5153.124512
	Iteration 18Q: 3 clusters Score -3972054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3972088.250000 Penalty: 5153.124512
	Iteration 19Q: 3 clusters Score -3972088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3972100.500000 Penalty: 5153.124512
	Iteration 20F: 3 clusters Score -3972100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3972115.500000 Penalty: 5153.124512
	Iteration 21Q: 3 clusters Score -3972116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3972121.250000 Penalty: 5153.124512
	Iteration 22Q: 3 clusters Score -3972121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3972136.000000 Penalty: 5153.124512
	Iteration 23Q: 3 clusters Score -3972136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3972152.000000 Penalty: 5153.124512
	Iteration 24Q: 3 clusters Score -3972152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3972159.500000 Penalty: 5153.124512
	Iteration 25Q: 3 clusters Score -3972160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3972169.500000 Penalty: 5153.124512
	Iteration 26Q: 3 clusters Score -3972170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3972178.500000 Penalty: 5153.124512
	Iteration 27Q: 3 clusters Score -3972178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3972179.750000 Penalty: 5153.124512
	Iteration 28Q: 3 clusters Score -3972180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3972180.500000 Penalty: 5153.124512
	Iteration 29Q: 3 clusters Score -3972180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3972182.000000 Penalty: 5153.124512
	Iteration 30Q: 3 clusters Score -3972182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3972182.000000 Penalty: 5153.124512
	Iteration 31F: 3 clusters Score -3972182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Entering Unmasked Estep 
Score: -4735365.500000 Penalty: 2619.598389
	Iteration 0F: 2 clusters Score -4735366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -4709215.500000 Penalty: 5239.196777
	Iteration 0F: 3 clusters Score -4709216 nChanged 17615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -4719033.000000 Penalty: 5239.196777
	Iteration 1F: 3 clusters Score -4719033 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -4719909.000000 Penalty: 5239.196777
	Iteration 2F: 3 clusters Score -4719909 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -4721013.000000 Penalty: 5239.196777
	Iteration 3F: 3 clusters Score -4721013 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -4722234.500000 Penalty: 5239.196777
	Iteration 4F: 3 clusters Score -4722234 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -4723611.000000 Penalty: 5239.196777
	Iteration 5F: 3 clusters Score -4723611 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -4724813.000000 Penalty: 5239.196777
	Iteration 6F: 3 clusters Score -4724813 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -4725853.500000 Penalty: 5239.196777
	Iteration 7F: 3 clusters Score -4725854 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -4726714.500000 Penalty: 5239.196777
	Iteration 8Q: 3 clusters Score -4726714 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -4727498.000000 Penalty: 5239.196777
	Iteration 9Q: 3 clusters Score -4727498 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -4728268.500000 Penalty: 5239.196777
	Iteration 10Q: 3 clusters Score -4728268 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -4728997.500000 Penalty: 5239.196777
	Iteration 11Q: 3 clusters Score -4728998 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -4729619.500000 Penalty: 5239.196777
	Iteration 12Q: 3 clusters Score -4729620 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -4730226.000000 Penalty: 5239.196777
	Iteration 13Q: 3 clusters Score -4730226 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -4730862.500000 Penalty: 5239.196777
	Iteration 14Q: 3 clusters Score -4730862 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -4731446.500000 Penalty: 5239.196777
	Iteration 15Q: 3 clusters Score -4731446 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -4731921.500000 Penalty: 5239.196777
	Iteration 16Q: 3 clusters Score -4731922 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -4732300.500000 Penalty: 5239.196777
	Iteration 17Q: 3 clusters Score -4732300 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -4732593.500000 Penalty: 5239.196777
	Iteration 18Q: 3 clusters Score -4732594 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -4732811.000000 Penalty: 5239.196777
	Iteration 19Q: 3 clusters Score -4732811 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -4732962.500000 Penalty: 5239.196777
	Iteration 20F: 3 clusters Score -4732962 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -4733073.000000 Penalty: 5239.196777
	Iteration 21Q: 3 clusters Score -4733073 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -4733169.000000 Penalty: 5239.196777
	Iteration 22Q: 3 clusters Score -4733169 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -4733230.500000 Penalty: 5239.196777
	Iteration 23Q: 3 clusters Score -4733230 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -4733277.000000 Penalty: 5239.196777
	Iteration 24Q: 3 clusters Score -4733277 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -4733324.500000 Penalty: 5239.196777
	Iteration 25Q: 3 clusters Score -4733324 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -4733338.500000 Penalty: 5239.196777
	Iteration 26Q: 3 clusters Score -4733338 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -4733362.500000 Penalty: 5239.196777
	Iteration 27Q: 3 clusters Score -4733362 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -4733381.000000 Penalty: 5239.196777
	Iteration 28Q: 3 clusters Score -4733381 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -4733393.500000 Penalty: 5239.196777
	Iteration 29Q: 3 clusters Score -4733394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -4733398.500000 Penalty: 5239.196777
	Iteration 30Q: 3 clusters Score -4733398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -4733411.000000 Penalty: 5239.196777
	Iteration 31Q: 3 clusters Score -4733411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -4733426.000000 Penalty: 5239.196777
	Iteration 32Q: 3 clusters Score -4733426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -4733440.000000 Penalty: 5239.196777
	Iteration 33Q: 3 clusters Score -4733440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -4733440.000000 Penalty: 5239.196777
	Iteration 34Q: 3 clusters Score -4733440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -4733445.000000 Penalty: 5239.196777
	Iteration 35Q: 3 clusters Score -4733445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -4733448.500000 Penalty: 5239.196777
	Iteration 36Q: 3 clusters Score -4733448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -4733448.000000 Penalty: 5239.196777
	Iteration 37Q: 3 clusters Score -4733448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -4733456.000000 Penalty: 5239.196777
	Iteration 38Q: 3 clusters Score -4733456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -4733460.500000 Penalty: 5239.196777
	Iteration 39Q: 3 clusters Score -4733460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -4733463.000000 Penalty: 5239.196777
	Iteration 40F: 3 clusters Score -4733463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -4733463.500000 Penalty: 5239.196777
	Iteration 41Q: 3 clusters Score -4733464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -4733457.500000 Penalty: 5239.196777
	Iteration 42Q: 3 clusters Score -4733458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -4733460.000000 Penalty: 5239.196777
	Iteration 43Q: 3 clusters Score -4733460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -4733468.500000 Penalty: 5239.196777
	Iteration 44Q: 3 clusters Score -4733468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -4733472.500000 Penalty: 5239.196777
	Iteration 45Q: 3 clusters Score -4733472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -4733474.500000 Penalty: 5239.196777
	Iteration 46Q: 3 clusters Score -4733474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -4733473.000000 Penalty: 5239.196777
	Iteration 47Q: 3 clusters Score -4733473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -4733473.500000 Penalty: 5239.196777
	Iteration 48Q: 3 clusters Score -4733474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -4733485.500000 Penalty: 5239.196777
	Iteration 49Q: 3 clusters Score -4733486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -4733483.000000 Penalty: 5239.196777
	Iteration 50Q: 3 clusters Score -4733483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -4733486.000000 Penalty: 5239.196777
	Iteration 51Q: 3 clusters Score -4733486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -4733486.000000 Penalty: 5239.196777
	Iteration 52Q: 3 clusters Score -4733486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -4733488.500000 Penalty: 5239.196777
	Iteration 53Q: 3 clusters Score -4733488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -4733486.000000 Penalty: 5239.196777
	Iteration 54Q: 3 clusters Score -4733486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -4733485.500000 Penalty: 5239.196777
	Iteration 55Q: 3 clusters Score -4733486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -4733483.000000 Penalty: 5239.196777
	Iteration 56Q: 3 clusters Score -4733483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -4733484.000000 Penalty: 5239.196777
	Iteration 57Q: 3 clusters Score -4733484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -4733484.000000 Penalty: 5239.196777
	Iteration 58F: 3 clusters Score -4733484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Entering Unmasked Estep 
Score: -2003864.125000 Penalty: 2408.311523
	Iteration 0F: 2 clusters Score -2003864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1992134.750000 Penalty: 4816.623047
	Iteration 0F: 3 clusters Score -1992135 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1996128.875000 Penalty: 4816.623047
	Iteration 1F: 3 clusters Score -1996129 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1996843.500000 Penalty: 4816.623047
	Iteration 2F: 3 clusters Score -1996844 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1997565.625000 Penalty: 4816.623047
	Iteration 3F: 3 clusters Score -1997566 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1998359.250000 Penalty: 4816.623047
	Iteration 4F: 3 clusters Score -1998359 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1999250.000000 Penalty: 4816.623047
	Iteration 5F: 3 clusters Score -1999250 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2000123.625000 Penalty: 4816.623047
	Iteration 6F: 3 clusters Score -2000124 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2000806.125000 Penalty: 4816.623047
	Iteration 7F: 3 clusters Score -2000806 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2001251.125000 Penalty: 4816.623047
	Iteration 8Q: 3 clusters Score -2001251 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2001560.000000 Penalty: 4816.623047
	Iteration 9Q: 3 clusters Score -2001560 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2001768.000000 Penalty: 4816.623047
	Iteration 10Q: 3 clusters Score -2001768 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2001900.875000 Penalty: 4816.623047
	Iteration 11Q: 3 clusters Score -2001901 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2001998.875000 Penalty: 4816.623047
	Iteration 12Q: 3 clusters Score -2001999 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2002065.250000 Penalty: 4816.623047
	Iteration 13Q: 3 clusters Score -2002065 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2002107.375000 Penalty: 4816.623047
	Iteration 14Q: 3 clusters Score -2002107 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2002146.750000 Penalty: 4816.623047
	Iteration 15Q: 3 clusters Score -2002147 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2002183.375000 Penalty: 4816.623047
	Iteration 16Q: 3 clusters Score -2002183 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2002209.875000 Penalty: 4816.623047
	Iteration 17Q: 3 clusters Score -2002210 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2002232.500000 Penalty: 4816.623047
	Iteration 18Q: 3 clusters Score -2002232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2002250.625000 Penalty: 4816.623047
	Iteration 19Q: 3 clusters Score -2002251 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2002267.750000 Penalty: 4816.623047
	Iteration 20F: 3 clusters Score -2002268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2002280.375000 Penalty: 4816.623047
	Iteration 21Q: 3 clusters Score -2002280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2002290.125000 Penalty: 4816.623047
	Iteration 22Q: 3 clusters Score -2002290 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2002307.000000 Penalty: 4816.623047
	Iteration 23Q: 3 clusters Score -2002307 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2002324.750000 Penalty: 4816.623047
	Iteration 24Q: 3 clusters Score -2002325 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2002338.500000 Penalty: 4816.623047
	Iteration 25Q: 3 clusters Score -2002338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2002349.250000 Penalty: 4816.623047
	Iteration 26Q: 3 clusters Score -2002349 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2002359.625000 Penalty: 4816.623047
	Iteration 27Q: 3 clusters Score -2002360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2002360.500000 Penalty: 4816.623047
	Iteration 28Q: 3 clusters Score -2002360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2002364.750000 Penalty: 4816.623047
	Iteration 29Q: 3 clusters Score -2002365 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2002368.250000 Penalty: 4816.623047
	Iteration 30Q: 3 clusters Score -2002368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2002367.750000 Penalty: 4816.623047
	Iteration 31Q: 3 clusters Score -2002368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2002366.375000 Penalty: 4816.623047
	Iteration 32Q: 3 clusters Score -2002366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2002378.000000 Penalty: 4816.623047
	Iteration 33Q: 3 clusters Score -2002378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2002377.875000 Penalty: 4816.623047
	Iteration 34Q: 3 clusters Score -2002378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2002379.125000 Penalty: 4816.623047
	Iteration 35Q: 3 clusters Score -2002379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2002379.375000 Penalty: 4816.623047
	Iteration 36Q: 3 clusters Score -2002379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2002380.375000 Penalty: 4816.623047
	Iteration 37Q: 3 clusters Score -2002380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2002385.500000 Penalty: 4816.623047
	Iteration 38Q: 3 clusters Score -2002386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2002385.500000 Penalty: 4816.623047
	Iteration 39F: 3 clusters Score -2002386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Entering Unmasked Estep 
Score: -2876177.500000 Penalty: 2498.819336
	Iteration 0F: 2 clusters Score -2876178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2859678.500000 Penalty: 4997.638672
	Iteration 0F: 3 clusters Score -2859678 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2865646.000000 Penalty: 4997.638672
	Iteration 1F: 3 clusters Score -2865646 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2866168.750000 Penalty: 4997.638672
	Iteration 2F: 3 clusters Score -2866169 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2866705.750000 Penalty: 4997.638672
	Iteration 3F: 3 clusters Score -2866706 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2867256.250000 Penalty: 4997.638672
	Iteration 4Q: 3 clusters Score -2867256 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2867850.250000 Penalty: 4997.638672
	Iteration 5Q: 3 clusters Score -2867850 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2868532.000000 Penalty: 4997.638672
	Iteration 6F: 3 clusters Score -2868532 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2869298.500000 Penalty: 4997.638672
	Iteration 7F: 3 clusters Score -2869298 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2870116.000000 Penalty: 4997.638672
	Iteration 8F: 3 clusters Score -2870116 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2870965.750000 Penalty: 4997.638672
	Iteration 9F: 3 clusters Score -2870966 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2871685.000000 Penalty: 4997.638672
	Iteration 10Q: 3 clusters Score -2871685 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2872131.250000 Penalty: 4997.638672
	Iteration 11Q: 3 clusters Score -2872131 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2872432.750000 Penalty: 4997.638672
	Iteration 12Q: 3 clusters Score -2872433 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2872622.500000 Penalty: 4997.638672
	Iteration 13Q: 3 clusters Score -2872622 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2872785.500000 Penalty: 4997.638672
	Iteration 14Q: 3 clusters Score -2872786 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -2872908.000000 Penalty: 4997.638672
	Iteration 15Q: 3 clusters Score -2872908 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2873016.500000 Penalty: 4997.638672
	Iteration 16Q: 3 clusters Score -2873016 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2873130.250000 Penalty: 4997.638672
	Iteration 17Q: 3 clusters Score -2873130 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2873236.750000 Penalty: 4997.638672
	Iteration 18Q: 3 clusters Score -2873237 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2873353.750000 Penalty: 4997.638672
	Iteration 19Q: 3 clusters Score -2873354 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2873459.500000 Penalty: 4997.638672
	Iteration 20F: 3 clusters Score -2873460 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2873562.750000 Penalty: 4997.638672
	Iteration 21Q: 3 clusters Score -2873563 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2873651.250000 Penalty: 4997.638672
	Iteration 22Q: 3 clusters Score -2873651 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2873724.000000 Penalty: 4997.638672
	Iteration 23Q: 3 clusters Score -2873724 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2873795.500000 Penalty: 4997.638672
	Iteration 24Q: 3 clusters Score -2873796 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2873862.500000 Penalty: 4997.638672
	Iteration 25Q: 3 clusters Score -2873862 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2873921.750000 Penalty: 4997.638672
	Iteration 26Q: 3 clusters Score -2873922 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -2873974.750000 Penalty: 4997.638672
	Iteration 27Q: 3 clusters Score -2873975 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2874011.500000 Penalty: 4997.638672
	Iteration 28Q: 3 clusters Score -2874012 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -2874042.750000 Penalty: 4997.638672
	Iteration 29Q: 3 clusters Score -2874043 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2874051.500000 Penalty: 4997.638672
	Iteration 30Q: 3 clusters Score -2874052 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2874078.000000 Penalty: 4997.638672
	Iteration 31Q: 3 clusters Score -2874078 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -2874092.750000 Penalty: 4997.638672
	Iteration 32Q: 3 clusters Score -2874093 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2874107.750000 Penalty: 4997.638672
	Iteration 33Q: 3 clusters Score -2874108 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -2874112.500000 Penalty: 4997.638672
	Iteration 34Q: 3 clusters Score -2874112 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2874118.500000 Penalty: 4997.638672
	Iteration 35Q: 3 clusters Score -2874118 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -2874124.500000 Penalty: 4997.638672
	Iteration 36Q: 3 clusters Score -2874124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -2874132.250000 Penalty: 4997.638672
	Iteration 37Q: 3 clusters Score -2874132 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -2874155.750000 Penalty: 4997.638672
	Iteration 38Q: 3 clusters Score -2874156 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -2874167.000000 Penalty: 4997.638672
	Iteration 39Q: 3 clusters Score -2874167 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2874176.750000 Penalty: 4997.638672
	Iteration 40F: 3 clusters Score -2874177 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -2874195.250000 Penalty: 4997.638672
	Iteration 41Q: 3 clusters Score -2874195 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2874202.500000 Penalty: 4997.638672
	Iteration 42Q: 3 clusters Score -2874202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -2874216.500000 Penalty: 4997.638672
	Iteration 43Q: 3 clusters Score -2874216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -2874223.750000 Penalty: 4997.638672
	Iteration 44Q: 3 clusters Score -2874224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -2874230.750000 Penalty: 4997.638672
	Iteration 45Q: 3 clusters Score -2874231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -2874235.000000 Penalty: 4997.638672
	Iteration 46Q: 3 clusters Score -2874235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -2874242.500000 Penalty: 4997.638672
	Iteration 47Q: 3 clusters Score -2874242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -2874244.750000 Penalty: 4997.638672
	Iteration 48Q: 3 clusters Score -2874245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -2874254.500000 Penalty: 4997.638672
	Iteration 49Q: 3 clusters Score -2874254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -2874255.750000 Penalty: 4997.638672
	Iteration 50Q: 3 clusters Score -2874256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -2874253.500000 Penalty: 4997.638672
	Iteration 51Q: 3 clusters Score -2874254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -2874260.500000 Penalty: 4997.638672
	Iteration 52Q: 3 clusters Score -2874260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -2874259.250000 Penalty: 4997.638672
	Iteration 53Q: 3 clusters Score -2874259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -2874260.750000 Penalty: 4997.638672
	Iteration 54Q: 3 clusters Score -2874261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -2874257.000000 Penalty: 4997.638672
	Iteration 55Q: 3 clusters Score -2874257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -2874262.250000 Penalty: 4997.638672
	Iteration 56Q: 3 clusters Score -2874262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -2874259.000000 Penalty: 4997.638672
	Iteration 57Q: 3 clusters Score -2874259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2874258.250000 Penalty: 4997.638672
	Iteration 58Q: 3 clusters Score -2874258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2874257.500000 Penalty: 4997.638672
	Iteration 59Q: 3 clusters Score -2874258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -2874259.250000 Penalty: 4997.638672
	Iteration 60F: 3 clusters Score -2874259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -2874260.750000 Penalty: 4997.638672
	Iteration 61Q: 3 clusters Score -2874261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -2874261.500000 Penalty: 4997.638672
	Iteration 62Q: 3 clusters Score -2874262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -2874256.250000 Penalty: 4997.638672
	Iteration 63Q: 3 clusters Score -2874256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -2874262.750000 Penalty: 4997.638672
	Iteration 64Q: 3 clusters Score -2874263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2874264.250000 Penalty: 4997.638672
	Iteration 65Q: 3 clusters Score -2874264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -2874264.500000 Penalty: 4997.638672
	Iteration 66Q: 3 clusters Score -2874264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -2874260.500000 Penalty: 4997.638672
	Iteration 67Q: 3 clusters Score -2874260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2874262.000000 Penalty: 4997.638672
	Iteration 68Q: 3 clusters Score -2874262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -2874267.000000 Penalty: 4997.638672
	Iteration 69Q: 3 clusters Score -2874267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2874267.000000 Penalty: 4997.638672
	Iteration 70Q: 3 clusters Score -2874267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -2874270.250000 Penalty: 4997.638672
	Iteration 71Q: 3 clusters Score -2874270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -2874277.500000 Penalty: 4997.638672
	Iteration 72Q: 3 clusters Score -2874278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -2874276.750000 Penalty: 4997.638672
	Iteration 73Q: 3 clusters Score -2874277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -2874285.250000 Penalty: 4997.638672
	Iteration 74Q: 3 clusters Score -2874285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2874285.750000 Penalty: 4997.638672
	Iteration 75Q: 3 clusters Score -2874286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -2874281.750000 Penalty: 4997.638672
	Iteration 76Q: 3 clusters Score -2874282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -2874284.000000 Penalty: 4997.638672
	Iteration 77Q: 3 clusters Score -2874284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -2874286.000000 Penalty: 4997.638672
	Iteration 78Q: 3 clusters Score -2874286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -2874291.250000 Penalty: 4997.638672
	Iteration 79Q: 3 clusters Score -2874291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -2874289.500000 Penalty: 4997.638672
	Iteration 80F: 3 clusters Score -2874290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2874291.250000 Penalty: 4997.638672
	Iteration 81Q: 3 clusters Score -2874291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -2874292.750000 Penalty: 4997.638672
	Iteration 82Q: 3 clusters Score -2874293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -2874295.750000 Penalty: 4997.638672
	Iteration 83Q: 3 clusters Score -2874296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -2874294.000000 Penalty: 4997.638672
	Iteration 84Q: 3 clusters Score -2874294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -2874298.750000 Penalty: 4997.638672
	Iteration 85Q: 3 clusters Score -2874299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -2874301.250000 Penalty: 4997.638672
	Iteration 86Q: 3 clusters Score -2874301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -2874296.750000 Penalty: 4997.638672
	Iteration 87Q: 3 clusters Score -2874297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2874299.500000 Penalty: 4997.638672
	Iteration 88Q: 3 clusters Score -2874300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -2874300.250000 Penalty: 4997.638672
	Iteration 89Q: 3 clusters Score -2874300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -2874300.000000 Penalty: 4997.638672
	Iteration 90Q: 3 clusters Score -2874300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -2874301.000000 Penalty: 4997.638672
	Iteration 91Q: 3 clusters Score -2874301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2874304.250000 Penalty: 4997.638672
	Iteration 92Q: 3 clusters Score -2874304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2874302.500000 Penalty: 4997.638672
	Iteration 93Q: 3 clusters Score -2874302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -2874304.250000 Penalty: 4997.638672
	Iteration 94Q: 3 clusters Score -2874304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -2874303.750000 Penalty: 4997.638672
	Iteration 95Q: 3 clusters Score -2874304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -2874306.250000 Penalty: 4997.638672
	Iteration 96Q: 3 clusters Score -2874306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -2874303.000000 Penalty: 4997.638672
	Iteration 97Q: 3 clusters Score -2874303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -2874299.500000 Penalty: 4997.638672
	Iteration 98Q: 3 clusters Score -2874300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -2874302.250000 Penalty: 4997.638672
	Iteration 99Q: 3 clusters Score -2874302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -2874301.750000 Penalty: 4997.638672
	Iteration 100F: 3 clusters Score -2874302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -2874301.250000 Penalty: 4997.638672
	Iteration 101Q: 3 clusters Score -2874301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -2874302.750000 Penalty: 4997.638672
	Iteration 102Q: 3 clusters Score -2874303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -2874300.750000 Penalty: 4997.638672
	Iteration 103Q: 3 clusters Score -2874301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -2874300.750000 Penalty: 4997.638672
	Iteration 104F: 3 clusters Score -2874301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Entering Unmasked Estep 
Score: -2957020.000000 Penalty: 2500.224365
	Iteration 0F: 2 clusters Score -2957020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -2940461.500000 Penalty: 5000.448730
	Iteration 0F: 3 clusters Score -2940462 nChanged 10523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2946095.500000 Penalty: 5000.448730
	Iteration 1F: 3 clusters Score -2946096 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2946666.250000 Penalty: 5000.448730
	Iteration 2F: 3 clusters Score -2946666 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2947290.500000 Penalty: 5000.448730
	Iteration 3F: 3 clusters Score -2947290 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2948034.500000 Penalty: 5000.448730
	Iteration 4F: 3 clusters Score -2948034 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2948906.750000 Penalty: 5000.448730
	Iteration 5F: 3 clusters Score -2948907 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2949924.250000 Penalty: 5000.448730
	Iteration 6F: 3 clusters Score -2949924 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2951035.750000 Penalty: 5000.448730
	Iteration 7F: 3 clusters Score -2951036 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2952050.000000 Penalty: 5000.448730
	Iteration 8F: 3 clusters Score -2952050 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2952856.000000 Penalty: 5000.448730
	Iteration 9Q: 3 clusters Score -2952856 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2953473.250000 Penalty: 5000.448730
	Iteration 10Q: 3 clusters Score -2953473 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2953818.250000 Penalty: 5000.448730
	Iteration 11Q: 3 clusters Score -2953818 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2954075.000000 Penalty: 5000.448730
	Iteration 12Q: 3 clusters Score -2954075 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2954215.000000 Penalty: 5000.448730
	Iteration 13Q: 3 clusters Score -2954215 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2954315.750000 Penalty: 5000.448730
	Iteration 14Q: 3 clusters Score -2954316 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2954411.750000 Penalty: 5000.448730
	Iteration 15Q: 3 clusters Score -2954412 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2954473.250000 Penalty: 5000.448730
	Iteration 16Q: 3 clusters Score -2954473 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2954532.250000 Penalty: 5000.448730
	Iteration 17Q: 3 clusters Score -2954532 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2954565.250000 Penalty: 5000.448730
	Iteration 18Q: 3 clusters Score -2954565 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2954592.750000 Penalty: 5000.448730
	Iteration 19Q: 3 clusters Score -2954593 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2954626.250000 Penalty: 5000.448730
	Iteration 20F: 3 clusters Score -2954626 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2954660.000000 Penalty: 5000.448730
	Iteration 21Q: 3 clusters Score -2954660 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2954682.500000 Penalty: 5000.448730
	Iteration 22Q: 3 clusters Score -2954682 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2954711.000000 Penalty: 5000.448730
	Iteration 23Q: 3 clusters Score -2954711 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2954721.000000 Penalty: 5000.448730
	Iteration 24Q: 3 clusters Score -2954721 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2954748.750000 Penalty: 5000.448730
	Iteration 25Q: 3 clusters Score -2954749 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2954761.500000 Penalty: 5000.448730
	Iteration 26Q: 3 clusters Score -2954762 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2954781.750000 Penalty: 5000.448730
	Iteration 27Q: 3 clusters Score -2954782 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2954796.250000 Penalty: 5000.448730
	Iteration 28Q: 3 clusters Score -2954796 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2954806.250000 Penalty: 5000.448730
	Iteration 29Q: 3 clusters Score -2954806 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2954816.750000 Penalty: 5000.448730
	Iteration 30Q: 3 clusters Score -2954817 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2954825.750000 Penalty: 5000.448730
	Iteration 31Q: 3 clusters Score -2954826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2954840.750000 Penalty: 5000.448730
	Iteration 32Q: 3 clusters Score -2954841 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2954844.250000 Penalty: 5000.448730
	Iteration 33Q: 3 clusters Score -2954844 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2954860.000000 Penalty: 5000.448730
	Iteration 34Q: 3 clusters Score -2954860 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2954856.750000 Penalty: 5000.448730
	Iteration 35Q: 3 clusters Score -2954857 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2954859.250000 Penalty: 5000.448730
	Iteration 36Q: 3 clusters Score -2954859 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2954861.500000 Penalty: 5000.448730
	Iteration 37Q: 3 clusters Score -2954862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2954863.500000 Penalty: 5000.448730
	Iteration 38Q: 3 clusters Score -2954864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2954866.750000 Penalty: 5000.448730
	Iteration 39Q: 3 clusters Score -2954867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2954872.750000 Penalty: 5000.448730
	Iteration 40F: 3 clusters Score -2954873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2954868.500000 Penalty: 5000.448730
	Iteration 41Q: 3 clusters Score -2954868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2954874.250000 Penalty: 5000.448730
	Iteration 42Q: 3 clusters Score -2954874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2954873.500000 Penalty: 5000.448730
	Iteration 43Q: 3 clusters Score -2954874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2954880.500000 Penalty: 5000.448730
	Iteration 44Q: 3 clusters Score -2954880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2954885.250000 Penalty: 5000.448730
	Iteration 45Q: 3 clusters Score -2954885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2954889.750000 Penalty: 5000.448730
	Iteration 46Q: 3 clusters Score -2954890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2954895.250000 Penalty: 5000.448730
	Iteration 47Q: 3 clusters Score -2954895 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2954908.250000 Penalty: 5000.448730
	Iteration 48Q: 3 clusters Score -2954908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2954913.000000 Penalty: 5000.448730
	Iteration 49Q: 3 clusters Score -2954913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2954923.500000 Penalty: 5000.448730
	Iteration 50Q: 3 clusters Score -2954924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2954919.750000 Penalty: 5000.448730
	Iteration 51Q: 3 clusters Score -2954920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2954920.000000 Penalty: 5000.448730
	Iteration 52Q: 3 clusters Score -2954920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2954921.250000 Penalty: 5000.448730
	Iteration 53Q: 3 clusters Score -2954921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2954928.250000 Penalty: 5000.448730
	Iteration 54Q: 3 clusters Score -2954928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2954933.500000 Penalty: 5000.448730
	Iteration 55Q: 3 clusters Score -2954934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2954937.250000 Penalty: 5000.448730
	Iteration 56Q: 3 clusters Score -2954937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2954942.500000 Penalty: 5000.448730
	Iteration 57Q: 3 clusters Score -2954942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2954945.750000 Penalty: 5000.448730
	Iteration 58Q: 3 clusters Score -2954946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2954938.000000 Penalty: 5000.448730
	Iteration 59Q: 3 clusters Score -2954938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2954943.250000 Penalty: 5000.448730
	Iteration 60F: 3 clusters Score -2954943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2954944.250000 Penalty: 5000.448730
	Iteration 61Q: 3 clusters Score -2954944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2954940.000000 Penalty: 5000.448730
	Iteration 62Q: 3 clusters Score -2954940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2954949.750000 Penalty: 5000.448730
	Iteration 63Q: 3 clusters Score -2954950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2954948.500000 Penalty: 5000.448730
	Iteration 64Q: 3 clusters Score -2954948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2954948.750000 Penalty: 5000.448730
	Iteration 65Q: 3 clusters Score -2954949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2954948.250000 Penalty: 5000.448730
	Iteration 66Q: 3 clusters Score -2954948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2954949.000000 Penalty: 5000.448730
	Iteration 67Q: 3 clusters Score -2954949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2954956.250000 Penalty: 5000.448730
	Iteration 68Q: 3 clusters Score -2954956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2954959.500000 Penalty: 5000.448730
	Iteration 69Q: 3 clusters Score -2954960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2954956.500000 Penalty: 5000.448730
	Iteration 70Q: 3 clusters Score -2954956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2954960.000000 Penalty: 5000.448730
	Iteration 71Q: 3 clusters Score -2954960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2954964.500000 Penalty: 5000.448730
	Iteration 72Q: 3 clusters Score -2954964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2954965.250000 Penalty: 5000.448730
	Iteration 73Q: 3 clusters Score -2954965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2954958.250000 Penalty: 5000.448730
	Iteration 74Q: 3 clusters Score -2954958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2954961.500000 Penalty: 5000.448730
	Iteration 75Q: 3 clusters Score -2954962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2954962.750000 Penalty: 5000.448730
	Iteration 76Q: 3 clusters Score -2954963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2954960.500000 Penalty: 5000.448730
	Iteration 77Q: 3 clusters Score -2954960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2954960.500000 Penalty: 5000.448730
	Iteration 78F: 3 clusters Score -2954960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (225464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225464 members 
Entering Unmasked Estep 
Score: -27250870.000000 Penalty: 3056.826904
	Iteration 0F: 2 clusters Score -2.725087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112664 members 
Mstep: Class 2 contains 112800 members 
Entering Unmasked Estep 
Score: -27100066.000000 Penalty: 6113.653809
	Iteration 0F: 3 clusters Score -2.710007e+07 nChanged 108524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109646 members 
Mstep: Class 2 contains 115818 members 
Entering Unmasked Estep 
Score: -27163712.000000 Penalty: 6113.653809
	Iteration 1F: 3 clusters Score -2.716371e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107680 members 
Mstep: Class 2 contains 117784 members 
Entering Unmasked Estep 
Score: -27165386.000000 Penalty: 6113.653809
	Iteration 2Q: 3 clusters Score -2.716539e+07 nChanged 8078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104584 members 
Mstep: Class 2 contains 120880 members 
Entering Unmasked Estep 
Score: -27168032.000000 Penalty: 6113.653809
	Iteration 3Q: 3 clusters Score -2.716803e+07 nChanged 9871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99733 members 
Mstep: Class 2 contains 125731 members 
Entering Unmasked Estep 
Score: -27171952.000000 Penalty: 6113.653809
	Iteration 4Q: 3 clusters Score -2.717195e+07 nChanged 11839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92720 members 
Mstep: Class 2 contains 132744 members 
Entering Unmasked Estep 
Score: -27177672.000000 Penalty: 6113.653809
	Iteration 5F: 3 clusters Score -2.717767e+07 nChanged 13701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83297 members 
Mstep: Class 2 contains 142167 members 
Entering Unmasked Estep 
Score: -27185290.000000 Penalty: 6113.653809
	Iteration 6F: 3 clusters Score -2.718529e+07 nChanged 14928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71747 members 
Mstep: Class 2 contains 153717 members 
Entering Unmasked Estep 
Score: -27194422.000000 Penalty: 6113.653809
	Iteration 7F: 3 clusters Score -2.719442e+07 nChanged 14906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59083 members 
Mstep: Class 2 contains 166381 members 
Entering Unmasked Estep 
Score: -27203870.000000 Penalty: 6113.653809
	Iteration 8F: 3 clusters Score -2.720387e+07 nChanged 13695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 179072 members 
Entering Unmasked Estep 
Score: -27213240.000000 Penalty: 6113.653809
	Iteration 9F: 3 clusters Score -2.721324e+07 nChanged 12261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 191071 members 
Entering Unmasked Estep 
Score: -27222274.000000 Penalty: 6113.653809
	Iteration 10F: 3 clusters Score -2.722227e+07 nChanged 10687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 201690 members 
Entering Unmasked Estep 
Score: -27230626.000000 Penalty: 6113.653809
	Iteration 11Q: 3 clusters Score -2.723063e+07 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 210108 members 
Entering Unmasked Estep 
Score: -27237740.000000 Penalty: 6113.653809
	Iteration 12Q: 3 clusters Score -2.723774e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 215829 members 
Entering Unmasked Estep 
Score: -27242246.000000 Penalty: 6113.653809
	Iteration 13Q: 3 clusters Score -2.724225e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 219242 members 
Entering Unmasked Estep 
Score: -27244972.000000 Penalty: 6113.653809
	Iteration 14Q: 3 clusters Score -2.724497e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 221111 members 
Entering Unmasked Estep 
Score: -27246458.000000 Penalty: 6113.653809
	Iteration 15Q: 3 clusters Score -2.724646e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 222065 members 
Entering Unmasked Estep 
Score: -27247230.000000 Penalty: 6113.653809
	Iteration 16Q: 3 clusters Score -2.724723e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 222604 members 
Entering Unmasked Estep 
Score: -27247720.000000 Penalty: 6113.653809
	Iteration 17Q: 3 clusters Score -2.724772e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 222956 members 
Entering Unmasked Estep 
Score: -27248096.000000 Penalty: 6113.653809
	Iteration 18Q: 3 clusters Score -2.72481e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 223191 members 
Entering Unmasked Estep 
Score: -27248354.000000 Penalty: 6113.653809
	Iteration 19Q: 3 clusters Score -2.724835e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 223332 members 
Entering Unmasked Estep 
Score: -27248512.000000 Penalty: 6113.653809
	Iteration 20F: 3 clusters Score -2.724851e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 223445 members 
Entering Unmasked Estep 
Score: -27248658.000000 Penalty: 6113.653809
	Iteration 21Q: 3 clusters Score -2.724866e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 223514 members 
Entering Unmasked Estep 
Score: -27248810.000000 Penalty: 6113.653809
	Iteration 22Q: 3 clusters Score -2.724881e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 223574 members 
Entering Unmasked Estep 
Score: -27248868.000000 Penalty: 6113.653809
	Iteration 23Q: 3 clusters Score -2.724887e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 223616 members 
Entering Unmasked Estep 
Score: -27248902.000000 Penalty: 6113.653809
	Iteration 24Q: 3 clusters Score -2.72489e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 223621 members 
Entering Unmasked Estep 
Score: -27248990.000000 Penalty: 6113.653809
	Iteration 25Q: 3 clusters Score -2.724899e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 223626 members 
Entering Unmasked Estep 
Score: -27248978.000000 Penalty: 6113.653809
	Iteration 26Q: 3 clusters Score -2.724898e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 223625 members 
Entering Unmasked Estep 
Score: -27248996.000000 Penalty: 6113.653809
	Iteration 27Q: 3 clusters Score -2.7249e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 223621 members 
Entering Unmasked Estep 
Score: -27248974.000000 Penalty: 6113.653809
	Iteration 28Q: 3 clusters Score -2.724897e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 223628 members 
Entering Unmasked Estep 
Score: -27249014.000000 Penalty: 6113.653809
	Iteration 29Q: 3 clusters Score -2.724901e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 223634 members 
Entering Unmasked Estep 
Score: -27249006.000000 Penalty: 6113.653809
	Iteration 30Q: 3 clusters Score -2.724901e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 223644 members 
Entering Unmasked Estep 
Score: -27249032.000000 Penalty: 6113.653809
	Iteration 31Q: 3 clusters Score -2.724903e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 223644 members 
Entering Unmasked Estep 
Score: -27249014.000000 Penalty: 6113.653809
	Iteration 32Q: 3 clusters Score -2.724901e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 223645 members 
Entering Unmasked Estep 
Score: -27248996.000000 Penalty: 6113.653809
	Iteration 33Q: 3 clusters Score -2.7249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 223645 members 
Entering Unmasked Estep 
Score: -27249006.000000 Penalty: 6113.653809
	Iteration 34Q: 3 clusters Score -2.724901e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 223642 members 
Entering Unmasked Estep 
Score: -27248996.000000 Penalty: 6113.653809
	Iteration 35Q: 3 clusters Score -2.7249e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 223642 members 
Entering Unmasked Estep 
Score: -27249014.000000 Penalty: 6113.653809
	Iteration 36Q: 3 clusters Score -2.724901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 223640 members 
Entering Unmasked Estep 
Score: -27249024.000000 Penalty: 6113.653809
	Iteration 37Q: 3 clusters Score -2.724902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 223641 members 
Entering Unmasked Estep 
Score: -27249060.000000 Penalty: 6113.653809
	Iteration 38Q: 3 clusters Score -2.724906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 223641 members 
Entering Unmasked Estep 
Score: -27249062.000000 Penalty: 6113.653809
	Iteration 39Q: 3 clusters Score -2.724906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 223640 members 
Entering Unmasked Estep 
Score: -27249056.000000 Penalty: 6113.653809
	Iteration 40F: 3 clusters Score -2.724906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 223639 members 
Entering Unmasked Estep 
Score: -27249056.000000 Penalty: 6113.653809
	Iteration 41Q: 3 clusters Score -2.724906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 223636 members 
Entering Unmasked Estep 
Score: -27249048.000000 Penalty: 6113.653809
	Iteration 42Q: 3 clusters Score -2.724905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 223633 members 
Entering Unmasked Estep 
Score: -27249056.000000 Penalty: 6113.653809
	Iteration 43Q: 3 clusters Score -2.724906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 223631 members 
Entering Unmasked Estep 
Score: -27249040.000000 Penalty: 6113.653809
	Iteration 44Q: 3 clusters Score -2.724904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 223635 members 
Entering Unmasked Estep 
Score: -27249056.000000 Penalty: 6113.653809
	Iteration 45Q: 3 clusters Score -2.724906e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 223643 members 
Entering Unmasked Estep 
Score: -27249066.000000 Penalty: 6113.653809
	Iteration 46Q: 3 clusters Score -2.724907e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 223648 members 
Entering Unmasked Estep 
Score: -27249064.000000 Penalty: 6113.653809
	Iteration 47Q: 3 clusters Score -2.724906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 223650 members 
Entering Unmasked Estep 
Score: -27249070.000000 Penalty: 6113.653809
	Iteration 48Q: 3 clusters Score -2.724907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 223649 members 
Entering Unmasked Estep 
Score: -27249054.000000 Penalty: 6113.653809
	Iteration 49Q: 3 clusters Score -2.724905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 223649 members 
Entering Unmasked Estep 
Score: -27249064.000000 Penalty: 6113.653809
	Iteration 50Q: 3 clusters Score -2.724906e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 223649 members 
Entering Unmasked Estep 
Score: -27249066.000000 Penalty: 6113.653809
	Iteration 51Q: 3 clusters Score -2.724907e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 223644 members 
Entering Unmasked Estep 
Score: -27249070.000000 Penalty: 6113.653809
	Iteration 52Q: 3 clusters Score -2.724907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 223642 members 
Entering Unmasked Estep 
Score: -27249104.000000 Penalty: 6113.653809
	Iteration 53Q: 3 clusters Score -2.72491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 223636 members 
Entering Unmasked Estep 
Score: -27249064.000000 Penalty: 6113.653809
	Iteration 54Q: 3 clusters Score -2.724906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 223640 members 
Entering Unmasked Estep 
Score: -27249078.000000 Penalty: 6113.653809
	Iteration 55Q: 3 clusters Score -2.724908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 223644 members 
Entering Unmasked Estep 
Score: -27249088.000000 Penalty: 6113.653809
	Iteration 56Q: 3 clusters Score -2.724909e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 223652 members 
Entering Unmasked Estep 
Score: -27249076.000000 Penalty: 6113.653809
	Iteration 57Q: 3 clusters Score -2.724908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 223649 members 
Entering Unmasked Estep 
Score: -27249078.000000 Penalty: 6113.653809
	Iteration 58Q: 3 clusters Score -2.724908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 223650 members 
Entering Unmasked Estep 
Score: -27249096.000000 Penalty: 6113.653809
	Iteration 59Q: 3 clusters Score -2.72491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 223653 members 
Entering Unmasked Estep 
Score: -27249092.000000 Penalty: 6113.653809
	Iteration 60F: 3 clusters Score -2.724909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 223656 members 
Entering Unmasked Estep 
Score: -27249100.000000 Penalty: 6113.653809
	Iteration 61Q: 3 clusters Score -2.72491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 223658 members 
Entering Unmasked Estep 
Score: -27249088.000000 Penalty: 6113.653809
	Iteration 62Q: 3 clusters Score -2.724909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 223657 members 
Entering Unmasked Estep 
Score: -27249080.000000 Penalty: 6113.653809
	Iteration 63Q: 3 clusters Score -2.724908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 223650 members 
Entering Unmasked Estep 
Score: -27249074.000000 Penalty: 6113.653809
	Iteration 64Q: 3 clusters Score -2.724907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 223652 members 
Entering Unmasked Estep 
Score: -27249094.000000 Penalty: 6113.653809
	Iteration 65Q: 3 clusters Score -2.724909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 223654 members 
Entering Unmasked Estep 
Score: -27249094.000000 Penalty: 6113.653809
	Iteration 66Q: 3 clusters Score -2.724909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 223655 members 
Entering Unmasked Estep 
Score: -27249088.000000 Penalty: 6113.653809
	Iteration 67Q: 3 clusters Score -2.724909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 223655 members 
Entering Unmasked Estep 
Score: -27249096.000000 Penalty: 6113.653809
	Iteration 68Q: 3 clusters Score -2.72491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 223656 members 
Entering Unmasked Estep 
Score: -27249112.000000 Penalty: 6113.653809
	Iteration 69Q: 3 clusters Score -2.724911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 223650 members 
Entering Unmasked Estep 
Score: -27249114.000000 Penalty: 6113.653809
	Iteration 70Q: 3 clusters Score -2.724911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 223647 members 
Entering Unmasked Estep 
Score: -27249114.000000 Penalty: 6113.653809
	Iteration 71Q: 3 clusters Score -2.724911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 223645 members 
Entering Unmasked Estep 
Score: -27249108.000000 Penalty: 6113.653809
	Iteration 72Q: 3 clusters Score -2.724911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 223645 members 
Entering Unmasked Estep 
Score: -27249106.000000 Penalty: 6113.653809
	Iteration 73Q: 3 clusters Score -2.724911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 223644 members 
Entering Unmasked Estep 
Score: -27249118.000000 Penalty: 6113.653809
	Iteration 74Q: 3 clusters Score -2.724912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 223643 members 
Entering Unmasked Estep 
Score: -27249120.000000 Penalty: 6113.653809
	Iteration 75Q: 3 clusters Score -2.724912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 223643 members 
Entering Unmasked Estep 
Score: -27249132.000000 Penalty: 6113.653809
	Iteration 76Q: 3 clusters Score -2.724913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 223643 members 
Entering Unmasked Estep 
Score: -27249132.000000 Penalty: 6113.653809
	Iteration 77F: 3 clusters Score -2.724913e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (126728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126728 members 
Entering Unmasked Estep 
Score: -15497054.000000 Penalty: 2913.950195
	Iteration 0F: 2 clusters Score -1.549705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63360 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -15412365.000000 Penalty: 5827.900391
	Iteration 0F: 3 clusters Score -1.541236e+07 nChanged 60333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63923 members 
Mstep: Class 2 contains 62805 members 
Entering Unmasked Estep 
Score: -15447337.000000 Penalty: 5827.900391
	Iteration 1F: 3 clusters Score -1.544734e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64449 members 
Mstep: Class 2 contains 62279 members 
Entering Unmasked Estep 
Score: -15448351.000000 Penalty: 5827.900391
	Iteration 2Q: 3 clusters Score -1.544835e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65204 members 
Mstep: Class 2 contains 61524 members 
Entering Unmasked Estep 
Score: -15449490.000000 Penalty: 5827.900391
	Iteration 3Q: 3 clusters Score -1.544949e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66101 members 
Mstep: Class 2 contains 60627 members 
Entering Unmasked Estep 
Score: -15450864.000000 Penalty: 5827.900391
	Iteration 4Q: 3 clusters Score -1.545086e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67466 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -15452335.000000 Penalty: 5827.900391
	Iteration 5Q: 3 clusters Score -1.545234e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69489 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -15454014.000000 Penalty: 5827.900391
	Iteration 6Q: 3 clusters Score -1.545401e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72321 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -15455935.000000 Penalty: 5827.900391
	Iteration 7Q: 3 clusters Score -1.545594e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76126 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -15457951.000000 Penalty: 5827.900391
	Iteration 8Q: 3 clusters Score -1.545795e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81259 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -15460883.000000 Penalty: 5827.900391
	Iteration 9Q: 3 clusters Score -1.546088e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87901 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -15464732.000000 Penalty: 5827.900391
	Iteration 10F: 3 clusters Score -1.546473e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95921 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -15470096.000000 Penalty: 5827.900391
	Iteration 11F: 3 clusters Score -1.54701e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104631 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -15476466.000000 Penalty: 5827.900391
	Iteration 12F: 3 clusters Score -1.547647e+07 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112843 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -15483321.000000 Penalty: 5827.900391
	Iteration 13F: 3 clusters Score -1.548332e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119178 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -15488666.000000 Penalty: 5827.900391
	Iteration 14Q: 3 clusters Score -1.548867e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122963 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -15491790.000000 Penalty: 5827.900391
	Iteration 15Q: 3 clusters Score -1.549179e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124837 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -15493266.000000 Penalty: 5827.900391
	Iteration 16Q: 3 clusters Score -1.549327e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125626 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -15493865.000000 Penalty: 5827.900391
	Iteration 17Q: 3 clusters Score -1.549386e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125990 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -15494124.000000 Penalty: 5827.900391
	Iteration 18Q: 3 clusters Score -1.549412e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126136 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -15494232.000000 Penalty: 5827.900391
	Iteration 19Q: 3 clusters Score -1.549423e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126223 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -15494298.000000 Penalty: 5827.900391
	Iteration 20F: 3 clusters Score -1.54943e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126276 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -15494356.000000 Penalty: 5827.900391
	Iteration 21Q: 3 clusters Score -1.549436e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126305 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -15494385.000000 Penalty: 5827.900391
	Iteration 22Q: 3 clusters Score -1.549438e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126326 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -15494437.000000 Penalty: 5827.900391
	Iteration 23Q: 3 clusters Score -1.549444e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126345 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -15494458.000000 Penalty: 5827.900391
	Iteration 24Q: 3 clusters Score -1.549446e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126360 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -15494503.000000 Penalty: 5827.900391
	Iteration 25Q: 3 clusters Score -1.54945e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126370 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -15494494.000000 Penalty: 5827.900391
	Iteration 26Q: 3 clusters Score -1.549449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126376 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -15494505.000000 Penalty: 5827.900391
	Iteration 27Q: 3 clusters Score -1.54945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126378 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -15494511.000000 Penalty: 5827.900391
	Iteration 28Q: 3 clusters Score -1.549451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126381 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -15494511.000000 Penalty: 5827.900391
	Iteration 29Q: 3 clusters Score -1.549451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126383 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -15494520.000000 Penalty: 5827.900391
	Iteration 30Q: 3 clusters Score -1.549452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126384 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -15494522.000000 Penalty: 5827.900391
	Iteration 31Q: 3 clusters Score -1.549452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126388 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -15494522.000000 Penalty: 5827.900391
	Iteration 32Q: 3 clusters Score -1.549452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126392 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -15494518.000000 Penalty: 5827.900391
	Iteration 33Q: 3 clusters Score -1.549452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126394 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -15494524.000000 Penalty: 5827.900391
	Iteration 34Q: 3 clusters Score -1.549452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126396 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -15494543.000000 Penalty: 5827.900391
	Iteration 35Q: 3 clusters Score -1.549454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126396 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -15494543.000000 Penalty: 5827.900391
	Iteration 36F: 3 clusters Score -1.549454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Entering Unmasked Estep 
Score: -742759.812500 Penalty: 2171.188477
	Iteration 0F: 2 clusters Score -742759.8 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 3190 members 
Entering Unmasked Estep 
Score: -737360.375000 Penalty: 4342.376953
	Iteration 0F: 3 clusters Score -737360.4 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -738883.000000 Penalty: 4342.376953
	Iteration 1F: 3 clusters Score -738883 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -739244.062500 Penalty: 4342.376953
	Iteration 2F: 3 clusters Score -739244.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -739590.312500 Penalty: 4342.376953
	Iteration 3F: 3 clusters Score -739590.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -739983.500000 Penalty: 4342.376953
	Iteration 4F: 3 clusters Score -739983.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -740368.375000 Penalty: 4342.376953
	Iteration 5F: 3 clusters Score -740368.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -740662.437500 Penalty: 4342.376953
	Iteration 6F: 3 clusters Score -740662.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -740908.125000 Penalty: 4342.376953
	Iteration 7F: 3 clusters Score -740908.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -741079.625000 Penalty: 4342.376953
	Iteration 8Q: 3 clusters Score -741079.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -741203.187500 Penalty: 4342.376953
	Iteration 9Q: 3 clusters Score -741203.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -741288.187500 Penalty: 4342.376953
	Iteration 10Q: 3 clusters Score -741288.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -741355.062500 Penalty: 4342.376953
	Iteration 11Q: 3 clusters Score -741355.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -741397.000000 Penalty: 4342.376953
	Iteration 12Q: 3 clusters Score -741397 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -741428.250000 Penalty: 4342.376953
	Iteration 13Q: 3 clusters Score -741428.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -741454.937500 Penalty: 4342.376953
	Iteration 14Q: 3 clusters Score -741454.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -741475.437500 Penalty: 4342.376953
	Iteration 15Q: 3 clusters Score -741475.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -741489.500000 Penalty: 4342.376953
	Iteration 16Q: 3 clusters Score -741489.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -741508.562500 Penalty: 4342.376953
	Iteration 17Q: 3 clusters Score -741508.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -741518.562500 Penalty: 4342.376953
	Iteration 18Q: 3 clusters Score -741518.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -741530.375000 Penalty: 4342.376953
	Iteration 19Q: 3 clusters Score -741530.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -741537.812500 Penalty: 4342.376953
	Iteration 20F: 3 clusters Score -741537.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -741542.812500 Penalty: 4342.376953
	Iteration 21Q: 3 clusters Score -741542.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -741547.125000 Penalty: 4342.376953
	Iteration 22Q: 3 clusters Score -741547.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -741552.062500 Penalty: 4342.376953
	Iteration 23Q: 3 clusters Score -741552.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -741552.687500 Penalty: 4342.376953
	Iteration 24Q: 3 clusters Score -741552.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -741554.812500 Penalty: 4342.376953
	Iteration 25Q: 3 clusters Score -741554.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -741557.250000 Penalty: 4342.376953
	Iteration 26Q: 3 clusters Score -741557.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -741557.937500 Penalty: 4342.376953
	Iteration 27Q: 3 clusters Score -741557.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -741559.312500 Penalty: 4342.376953
	Iteration 28Q: 3 clusters Score -741559.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -741559.312500 Penalty: 4342.376953
	Iteration 29Q: 3 clusters Score -741559.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -741562.375000 Penalty: 4342.376953
	Iteration 30Q: 3 clusters Score -741562.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -741561.250000 Penalty: 4342.376953
	Iteration 31Q: 3 clusters Score -741561.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -741562.937500 Penalty: 4342.376953
	Iteration 32Q: 3 clusters Score -741562.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -741564.062500 Penalty: 4342.376953
	Iteration 33Q: 3 clusters Score -741564.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -741566.625000 Penalty: 4342.376953
	Iteration 34Q: 3 clusters Score -741566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -741566.250000 Penalty: 4342.376953
	Iteration 35Q: 3 clusters Score -741566.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -741566.875000 Penalty: 4342.376953
	Iteration 36Q: 3 clusters Score -741566.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -741569.250000 Penalty: 4342.376953
	Iteration 37Q: 3 clusters Score -741569.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -741572.750000 Penalty: 4342.376953
	Iteration 38Q: 3 clusters Score -741572.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -741572.750000 Penalty: 4342.376953
	Iteration 39Q: 3 clusters Score -741572.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -741575.375000 Penalty: 4342.376953
	Iteration 40F: 3 clusters Score -741575.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -741576.062500 Penalty: 4342.376953
	Iteration 41Q: 3 clusters Score -741576.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -741575.000000 Penalty: 4342.376953
	Iteration 42Q: 3 clusters Score -741575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -741575.000000 Penalty: 4342.376953
	Iteration 43F: 3 clusters Score -741575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (69413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69413 members 
Entering Unmasked Estep 
Score: -8507613.000000 Penalty: 2764.661621
	Iteration 0F: 2 clusters Score -8507613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -8461032.000000 Penalty: 5529.323242
	Iteration 0F: 3 clusters Score -8461032 nChanged 32510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -8479399.000000 Penalty: 5529.323242
	Iteration 1F: 3 clusters Score -8479399 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -8480266.000000 Penalty: 5529.323242
	Iteration 2Q: 3 clusters Score -8480266 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -8481341.000000 Penalty: 5529.323242
	Iteration 3Q: 3 clusters Score -8481341 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -8482878.000000 Penalty: 5529.323242
	Iteration 4Q: 3 clusters Score -8482878 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -8485039.000000 Penalty: 5529.323242
	Iteration 5F: 3 clusters Score -8485039 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -8487997.000000 Penalty: 5529.323242
	Iteration 6F: 3 clusters Score -8487997 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -8491675.000000 Penalty: 5529.323242
	Iteration 7F: 3 clusters Score -8491675 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -8495417.000000 Penalty: 5529.323242
	Iteration 8F: 3 clusters Score -8495417 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -8498693.000000 Penalty: 5529.323242
	Iteration 9F: 3 clusters Score -8498693 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 64087 members 
Entering Unmasked Estep 
Score: -8501196.000000 Penalty: 5529.323242
	Iteration 10Q: 3 clusters Score -8501196 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -8502741.000000 Penalty: 5529.323242
	Iteration 11Q: 3 clusters Score -8502741 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 67247 members 
Entering Unmasked Estep 
Score: -8503706.000000 Penalty: 5529.323242
	Iteration 12Q: 3 clusters Score -8503706 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 68002 members 
Entering Unmasked Estep 
Score: -8504324.000000 Penalty: 5529.323242
	Iteration 13Q: 3 clusters Score -8504324 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 68412 members 
Entering Unmasked Estep 
Score: -8504665.000000 Penalty: 5529.323242
	Iteration 14Q: 3 clusters Score -8504665 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -8504834.000000 Penalty: 5529.323242
	Iteration 15Q: 3 clusters Score -8504834 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 68773 members 
Entering Unmasked Estep 
Score: -8504993.000000 Penalty: 5529.323242
	Iteration 16Q: 3 clusters Score -8504993 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 68846 members 
Entering Unmasked Estep 
Score: -8505064.000000 Penalty: 5529.323242
	Iteration 17Q: 3 clusters Score -8505064 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 68887 members 
Entering Unmasked Estep 
Score: -8505104.000000 Penalty: 5529.323242
	Iteration 18Q: 3 clusters Score -8505104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 68913 members 
Entering Unmasked Estep 
Score: -8505158.000000 Penalty: 5529.323242
	Iteration 19Q: 3 clusters Score -8505158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 68930 members 
Entering Unmasked Estep 
Score: -8505191.000000 Penalty: 5529.323242
	Iteration 20F: 3 clusters Score -8505191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 68943 members 
Entering Unmasked Estep 
Score: -8505207.000000 Penalty: 5529.323242
	Iteration 21Q: 3 clusters Score -8505207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 68953 members 
Entering Unmasked Estep 
Score: -8505237.000000 Penalty: 5529.323242
	Iteration 22Q: 3 clusters Score -8505237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 68959 members 
Entering Unmasked Estep 
Score: -8505239.000000 Penalty: 5529.323242
	Iteration 23Q: 3 clusters Score -8505239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 68960 members 
Entering Unmasked Estep 
Score: -8505247.000000 Penalty: 5529.323242
	Iteration 24Q: 3 clusters Score -8505247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 68960 members 
Entering Unmasked Estep 
Score: -8505250.000000 Penalty: 5529.323242
	Iteration 25Q: 3 clusters Score -8505250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 68961 members 
Entering Unmasked Estep 
Score: -8505246.000000 Penalty: 5529.323242
	Iteration 26Q: 3 clusters Score -8505246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 68962 members 
Entering Unmasked Estep 
Score: -8505254.000000 Penalty: 5529.323242
	Iteration 27Q: 3 clusters Score -8505254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 68962 members 
Entering Unmasked Estep 
Score: -8505251.000000 Penalty: 5529.323242
	Iteration 28Q: 3 clusters Score -8505251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 68967 members 
Entering Unmasked Estep 
Score: -8505259.000000 Penalty: 5529.323242
	Iteration 29Q: 3 clusters Score -8505259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 68973 members 
Entering Unmasked Estep 
Score: -8505257.000000 Penalty: 5529.323242
	Iteration 30Q: 3 clusters Score -8505257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 68978 members 
Entering Unmasked Estep 
Score: -8505262.000000 Penalty: 5529.323242
	Iteration 31Q: 3 clusters Score -8505262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 68983 members 
Entering Unmasked Estep 
Score: -8505266.000000 Penalty: 5529.323242
	Iteration 32Q: 3 clusters Score -8505266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 68989 members 
Entering Unmasked Estep 
Score: -8505270.000000 Penalty: 5529.323242
	Iteration 33Q: 3 clusters Score -8505270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 68992 members 
Entering Unmasked Estep 
Score: -8505283.000000 Penalty: 5529.323242
	Iteration 34Q: 3 clusters Score -8505283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 68996 members 
Entering Unmasked Estep 
Score: -8505291.000000 Penalty: 5529.323242
	Iteration 35Q: 3 clusters Score -8505291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 68995 members 
Entering Unmasked Estep 
Score: -8505288.000000 Penalty: 5529.323242
	Iteration 36Q: 3 clusters Score -8505288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 68997 members 
Entering Unmasked Estep 
Score: -8505292.000000 Penalty: 5529.323242
	Iteration 37Q: 3 clusters Score -8505292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 68997 members 
Entering Unmasked Estep 
Score: -8505292.000000 Penalty: 5529.323242
	Iteration 38F: 3 clusters Score -8505292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Entering Unmasked Estep 
Score: -1933093.125000 Penalty: 2398.795654
	Iteration 0F: 2 clusters Score -1933093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1921810.000000 Penalty: 4797.591309
	Iteration 0F: 3 clusters Score -1921810 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1925795.000000 Penalty: 4797.591309
	Iteration 1F: 3 clusters Score -1925795 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1926676.000000 Penalty: 4797.591309
	Iteration 2F: 3 clusters Score -1926676 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1927572.250000 Penalty: 4797.591309
	Iteration 3F: 3 clusters Score -1927572 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1928515.500000 Penalty: 4797.591309
	Iteration 4F: 3 clusters Score -1928516 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1929382.375000 Penalty: 4797.591309
	Iteration 5F: 3 clusters Score -1929382 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1930177.500000 Penalty: 4797.591309
	Iteration 6F: 3 clusters Score -1930178 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1930741.625000 Penalty: 4797.591309
	Iteration 7Q: 3 clusters Score -1930742 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1931110.375000 Penalty: 4797.591309
	Iteration 8Q: 3 clusters Score -1931110 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1931340.000000 Penalty: 4797.591309
	Iteration 9Q: 3 clusters Score -1931340 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1931495.125000 Penalty: 4797.591309
	Iteration 10Q: 3 clusters Score -1931495 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1931596.125000 Penalty: 4797.591309
	Iteration 11Q: 3 clusters Score -1931596 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1931671.750000 Penalty: 4797.591309
	Iteration 12Q: 3 clusters Score -1931672 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1931725.250000 Penalty: 4797.591309
	Iteration 13Q: 3 clusters Score -1931725 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1931760.500000 Penalty: 4797.591309
	Iteration 14Q: 3 clusters Score -1931760 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1931787.250000 Penalty: 4797.591309
	Iteration 15Q: 3 clusters Score -1931787 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1931796.750000 Penalty: 4797.591309
	Iteration 16Q: 3 clusters Score -1931797 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1931802.000000 Penalty: 4797.591309
	Iteration 17Q: 3 clusters Score -1931802 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1931814.875000 Penalty: 4797.591309
	Iteration 18Q: 3 clusters Score -1931815 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1931821.000000 Penalty: 4797.591309
	Iteration 19Q: 3 clusters Score -1931821 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1931826.250000 Penalty: 4797.591309
	Iteration 20F: 3 clusters Score -1931826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1931829.625000 Penalty: 4797.591309
	Iteration 21Q: 3 clusters Score -1931830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1931837.375000 Penalty: 4797.591309
	Iteration 22Q: 3 clusters Score -1931837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1931840.750000 Penalty: 4797.591309
	Iteration 23Q: 3 clusters Score -1931841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1931842.375000 Penalty: 4797.591309
	Iteration 24Q: 3 clusters Score -1931842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1931847.500000 Penalty: 4797.591309
	Iteration 25Q: 3 clusters Score -1931848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1931848.125000 Penalty: 4797.591309
	Iteration 26Q: 3 clusters Score -1931848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1931852.375000 Penalty: 4797.591309
	Iteration 27Q: 3 clusters Score -1931852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1931854.625000 Penalty: 4797.591309
	Iteration 28Q: 3 clusters Score -1931855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1931861.000000 Penalty: 4797.591309
	Iteration 29Q: 3 clusters Score -1931861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1931862.875000 Penalty: 4797.591309
	Iteration 30Q: 3 clusters Score -1931863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1931863.500000 Penalty: 4797.591309
	Iteration 31Q: 3 clusters Score -1931864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1931866.375000 Penalty: 4797.591309
	Iteration 32Q: 3 clusters Score -1931866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1931871.000000 Penalty: 4797.591309
	Iteration 33Q: 3 clusters Score -1931871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1931870.875000 Penalty: 4797.591309
	Iteration 34Q: 3 clusters Score -1931871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1931871.625000 Penalty: 4797.591309
	Iteration 35Q: 3 clusters Score -1931872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1931870.250000 Penalty: 4797.591309
	Iteration 36Q: 3 clusters Score -1931870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1931869.750000 Penalty: 4797.591309
	Iteration 37Q: 3 clusters Score -1931870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1931869.750000 Penalty: 4797.591309
	Iteration 38F: 3 clusters Score -1931870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -13939.371094 Penalty: 1212.806519
	Iteration 0F: 2 clusters Score -13939.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -13008.178711 Penalty: 2425.613037
	Iteration 0F: 3 clusters Score -13008.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -13012.738281 Penalty: 2425.613037
	Iteration 1Q: 3 clusters Score -13012.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -13012.738281 Penalty: 2425.613037
	Iteration 2F: 3 clusters Score -13012.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Entering Unmasked Estep 
Score: -867069.375000 Penalty: 2201.971191
	Iteration 0F: 2 clusters Score -867069.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -861152.375000 Penalty: 4403.942383
	Iteration 0F: 3 clusters Score -861152.4 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -862714.125000 Penalty: 4403.942383
	Iteration 1F: 3 clusters Score -862714.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -862968.500000 Penalty: 4403.942383
	Iteration 2F: 3 clusters Score -862968.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -863110.250000 Penalty: 4403.942383
	Iteration 3Q: 3 clusters Score -863110.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -863197.375000 Penalty: 4403.942383
	Iteration 4Q: 3 clusters Score -863197.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -863270.000000 Penalty: 4403.942383
	Iteration 5Q: 3 clusters Score -863270 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -863319.812500 Penalty: 4403.942383
	Iteration 6Q: 3 clusters Score -863319.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -863369.937500 Penalty: 4403.942383
	Iteration 7Q: 3 clusters Score -863369.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -863419.562500 Penalty: 4403.942383
	Iteration 8Q: 3 clusters Score -863419.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -863464.062500 Penalty: 4403.942383
	Iteration 9Q: 3 clusters Score -863464.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -863502.937500 Penalty: 4403.942383
	Iteration 10Q: 3 clusters Score -863502.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -863544.625000 Penalty: 4403.942383
	Iteration 11Q: 3 clusters Score -863544.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -863591.000000 Penalty: 4403.942383
	Iteration 12Q: 3 clusters Score -863591 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -863643.000000 Penalty: 4403.942383
	Iteration 13Q: 3 clusters Score -863643 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -863695.375000 Penalty: 4403.942383
	Iteration 14Q: 3 clusters Score -863695.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -863748.812500 Penalty: 4403.942383
	Iteration 15Q: 3 clusters Score -863748.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -863813.625000 Penalty: 4403.942383
	Iteration 16Q: 3 clusters Score -863813.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -863863.500000 Penalty: 4403.942383
	Iteration 17Q: 3 clusters Score -863863.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -863914.437500 Penalty: 4403.942383
	Iteration 18Q: 3 clusters Score -863914.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -863971.937500 Penalty: 4403.942383
	Iteration 19Q: 3 clusters Score -863971.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -864039.562500 Penalty: 4403.942383
	Iteration 20F: 3 clusters Score -864039.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -864098.437500 Penalty: 4403.942383
	Iteration 21Q: 3 clusters Score -864098.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -864160.250000 Penalty: 4403.942383
	Iteration 22Q: 3 clusters Score -864160.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -864230.312500 Penalty: 4403.942383
	Iteration 23Q: 3 clusters Score -864230.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -864301.562500 Penalty: 4403.942383
	Iteration 24Q: 3 clusters Score -864301.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -864377.687500 Penalty: 4403.942383
	Iteration 25Q: 3 clusters Score -864377.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -864467.312500 Penalty: 4403.942383
	Iteration 26Q: 3 clusters Score -864467.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -864541.125000 Penalty: 4403.942383
	Iteration 27Q: 3 clusters Score -864541.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -864599.500000 Penalty: 4403.942383
	Iteration 28Q: 3 clusters Score -864599.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -864666.125000 Penalty: 4403.942383
	Iteration 29Q: 3 clusters Score -864666.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -864730.375000 Penalty: 4403.942383
	Iteration 30Q: 3 clusters Score -864730.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -864794.437500 Penalty: 4403.942383
	Iteration 31Q: 3 clusters Score -864794.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -864855.937500 Penalty: 4403.942383
	Iteration 32Q: 3 clusters Score -864855.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -864901.125000 Penalty: 4403.942383
	Iteration 33Q: 3 clusters Score -864901.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -864938.875000 Penalty: 4403.942383
	Iteration 34Q: 3 clusters Score -864938.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -864982.437500 Penalty: 4403.942383
	Iteration 35Q: 3 clusters Score -864982.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -865019.375000 Penalty: 4403.942383
	Iteration 36Q: 3 clusters Score -865019.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -865047.125000 Penalty: 4403.942383
	Iteration 37Q: 3 clusters Score -865047.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -865069.187500 Penalty: 4403.942383
	Iteration 38Q: 3 clusters Score -865069.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -865084.312500 Penalty: 4403.942383
	Iteration 39Q: 3 clusters Score -865084.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -865100.437500 Penalty: 4403.942383
	Iteration 40F: 3 clusters Score -865100.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -865116.187500 Penalty: 4403.942383
	Iteration 41Q: 3 clusters Score -865116.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -865128.875000 Penalty: 4403.942383
	Iteration 42Q: 3 clusters Score -865128.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -865137.687500 Penalty: 4403.942383
	Iteration 43Q: 3 clusters Score -865137.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -865141.375000 Penalty: 4403.942383
	Iteration 44Q: 3 clusters Score -865141.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -865143.687500 Penalty: 4403.942383
	Iteration 45Q: 3 clusters Score -865143.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -865144.500000 Penalty: 4403.942383
	Iteration 46Q: 3 clusters Score -865144.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -865147.250000 Penalty: 4403.942383
	Iteration 47Q: 3 clusters Score -865147.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -865151.500000 Penalty: 4403.942383
	Iteration 48Q: 3 clusters Score -865151.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -865154.000000 Penalty: 4403.942383
	Iteration 49Q: 3 clusters Score -865154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -865159.000000 Penalty: 4403.942383
	Iteration 50Q: 3 clusters Score -865159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -865161.312500 Penalty: 4403.942383
	Iteration 51Q: 3 clusters Score -865161.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -865161.750000 Penalty: 4403.942383
	Iteration 52Q: 3 clusters Score -865161.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -865162.437500 Penalty: 4403.942383
	Iteration 53Q: 3 clusters Score -865162.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -865161.125000 Penalty: 4403.942383
	Iteration 54Q: 3 clusters Score -865161.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -865163.750000 Penalty: 4403.942383
	Iteration 55Q: 3 clusters Score -865163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -865163.500000 Penalty: 4403.942383
	Iteration 56Q: 3 clusters Score -865163.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -865165.000000 Penalty: 4403.942383
	Iteration 57Q: 3 clusters Score -865165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -865163.687500 Penalty: 4403.942383
	Iteration 58Q: 3 clusters Score -865163.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -865165.562500 Penalty: 4403.942383
	Iteration 59Q: 3 clusters Score -865165.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -865165.562500 Penalty: 4403.942383
	Iteration 60F: 3 clusters Score -865165.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Entering Unmasked Estep 
Score: -4063760.500000 Penalty: 2579.632812
	Iteration 0F: 2 clusters Score -4063760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -4041229.750000 Penalty: 5159.265625
	Iteration 0F: 3 clusters Score -4041230 nChanged 15006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -4049446.500000 Penalty: 5159.265625
	Iteration 1F: 3 clusters Score -4049446 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -4050323.250000 Penalty: 5159.265625
	Iteration 2F: 3 clusters Score -4050323 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -4051693.500000 Penalty: 5159.265625
	Iteration 3F: 3 clusters Score -4051694 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -4053571.750000 Penalty: 5159.265625
	Iteration 4F: 3 clusters Score -4053572 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -4055749.250000 Penalty: 5159.265625
	Iteration 5F: 3 clusters Score -4055749 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -4057799.000000 Penalty: 5159.265625
	Iteration 6F: 3 clusters Score -4057799 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -4059364.000000 Penalty: 5159.265625
	Iteration 7F: 3 clusters Score -4059364 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -4060525.500000 Penalty: 5159.265625
	Iteration 8Q: 3 clusters Score -4060526 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -4061267.250000 Penalty: 5159.265625
	Iteration 9Q: 3 clusters Score -4061267 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -4061651.000000 Penalty: 5159.265625
	Iteration 10Q: 3 clusters Score -4061651 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -4061909.750000 Penalty: 5159.265625
	Iteration 11Q: 3 clusters Score -4061910 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -4062087.250000 Penalty: 5159.265625
	Iteration 12Q: 3 clusters Score -4062087 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -4062213.500000 Penalty: 5159.265625
	Iteration 13Q: 3 clusters Score -4062214 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -4062328.000000 Penalty: 5159.265625
	Iteration 14Q: 3 clusters Score -4062328 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -4062403.750000 Penalty: 5159.265625
	Iteration 15Q: 3 clusters Score -4062404 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -4062457.250000 Penalty: 5159.265625
	Iteration 16Q: 3 clusters Score -4062457 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -4062501.500000 Penalty: 5159.265625
	Iteration 17Q: 3 clusters Score -4062502 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -4062527.750000 Penalty: 5159.265625
	Iteration 18Q: 3 clusters Score -4062528 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -4062587.250000 Penalty: 5159.265625
	Iteration 19Q: 3 clusters Score -4062587 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -4062611.000000 Penalty: 5159.265625
	Iteration 20F: 3 clusters Score -4062611 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -4062617.500000 Penalty: 5159.265625
	Iteration 21Q: 3 clusters Score -4062618 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -4062625.000000 Penalty: 5159.265625
	Iteration 22Q: 3 clusters Score -4062625 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -4062624.750000 Penalty: 5159.265625
	Iteration 23Q: 3 clusters Score -4062625 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -4062641.000000 Penalty: 5159.265625
	Iteration 24Q: 3 clusters Score -4062641 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -4062642.750000 Penalty: 5159.265625
	Iteration 25Q: 3 clusters Score -4062643 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -4062654.750000 Penalty: 5159.265625
	Iteration 26Q: 3 clusters Score -4062655 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -4062649.500000 Penalty: 5159.265625
	Iteration 27Q: 3 clusters Score -4062650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -4062654.500000 Penalty: 5159.265625
	Iteration 28Q: 3 clusters Score -4062654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -4062669.500000 Penalty: 5159.265625
	Iteration 29Q: 3 clusters Score -4062670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -4062671.250000 Penalty: 5159.265625
	Iteration 30Q: 3 clusters Score -4062671 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -4062662.250000 Penalty: 5159.265625
	Iteration 31Q: 3 clusters Score -4062662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -4062670.750000 Penalty: 5159.265625
	Iteration 32Q: 3 clusters Score -4062671 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -4062678.500000 Penalty: 5159.265625
	Iteration 33Q: 3 clusters Score -4062678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -4062686.750000 Penalty: 5159.265625
	Iteration 34Q: 3 clusters Score -4062687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -4062684.750000 Penalty: 5159.265625
	Iteration 35Q: 3 clusters Score -4062685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -4062684.000000 Penalty: 5159.265625
	Iteration 36Q: 3 clusters Score -4062684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -4062694.250000 Penalty: 5159.265625
	Iteration 37Q: 3 clusters Score -4062694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -4062689.250000 Penalty: 5159.265625
	Iteration 38Q: 3 clusters Score -4062689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -4062690.750000 Penalty: 5159.265625
	Iteration 39Q: 3 clusters Score -4062691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -4062688.500000 Penalty: 5159.265625
	Iteration 40F: 3 clusters Score -4062688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -4062687.750000 Penalty: 5159.265625
	Iteration 41Q: 3 clusters Score -4062688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -4062691.250000 Penalty: 5159.265625
	Iteration 42Q: 3 clusters Score -4062691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -4062693.750000 Penalty: 5159.265625
	Iteration 43Q: 3 clusters Score -4062694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -4062697.250000 Penalty: 5159.265625
	Iteration 44Q: 3 clusters Score -4062697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -4062698.500000 Penalty: 5159.265625
	Iteration 45Q: 3 clusters Score -4062698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -4062697.000000 Penalty: 5159.265625
	Iteration 46Q: 3 clusters Score -4062697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -4062695.000000 Penalty: 5159.265625
	Iteration 47Q: 3 clusters Score -4062695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -4062694.250000 Penalty: 5159.265625
	Iteration 48Q: 3 clusters Score -4062694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -4062691.750000 Penalty: 5159.265625
	Iteration 49Q: 3 clusters Score -4062692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -4062696.000000 Penalty: 5159.265625
	Iteration 50Q: 3 clusters Score -4062696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -4062697.000000 Penalty: 5159.265625
	Iteration 51Q: 3 clusters Score -4062697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -4062696.000000 Penalty: 5159.265625
	Iteration 52Q: 3 clusters Score -4062696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -4062692.750000 Penalty: 5159.265625
	Iteration 53Q: 3 clusters Score -4062693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -4062698.250000 Penalty: 5159.265625
	Iteration 54Q: 3 clusters Score -4062698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -4062692.000000 Penalty: 5159.265625
	Iteration 55Q: 3 clusters Score -4062692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -4062698.000000 Penalty: 5159.265625
	Iteration 56Q: 3 clusters Score -4062698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -4062696.250000 Penalty: 5159.265625
	Iteration 57Q: 3 clusters Score -4062696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -4062696.250000 Penalty: 5159.265625
	Iteration 58F: 3 clusters Score -4062696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (57072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57072 members 
Entering Unmasked Estep 
Score: -6829739.500000 Penalty: 2716.113281
	Iteration 0F: 2 clusters Score -6829740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -6791452.000000 Penalty: 5432.226562
	Iteration 0F: 3 clusters Score -6791452 nChanged 26574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -6806364.500000 Penalty: 5432.226562
	Iteration 1F: 3 clusters Score -6806364 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -6807011.000000 Penalty: 5432.226562
	Iteration 2Q: 3 clusters Score -6807011 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -6807761.000000 Penalty: 5432.226562
	Iteration 3Q: 3 clusters Score -6807761 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -6808580.500000 Penalty: 5432.226562
	Iteration 4Q: 3 clusters Score -6808580 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -6809575.000000 Penalty: 5432.226562
	Iteration 5Q: 3 clusters Score -6809575 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -6810753.500000 Penalty: 5432.226562
	Iteration 6Q: 3 clusters Score -6810754 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -6812188.000000 Penalty: 5432.226562
	Iteration 7Q: 3 clusters Score -6812188 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -6814077.000000 Penalty: 5432.226562
	Iteration 8F: 3 clusters Score -6814077 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -6816482.500000 Penalty: 5432.226562
	Iteration 9F: 3 clusters Score -6816482 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -6819038.000000 Penalty: 5432.226562
	Iteration 10F: 3 clusters Score -6819038 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
Score: -6821403.500000 Penalty: 5432.226562
	Iteration 11F: 3 clusters Score -6821404 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -6823486.500000 Penalty: 5432.226562
	Iteration 12Q: 3 clusters Score -6823486 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 53482 members 
Entering Unmasked Estep 
Score: -6824978.000000 Penalty: 5432.226562
	Iteration 13Q: 3 clusters Score -6824978 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 54733 members 
Entering Unmasked Estep 
Score: -6825921.000000 Penalty: 5432.226562
	Iteration 14Q: 3 clusters Score -6825921 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 55491 members 
Entering Unmasked Estep 
Score: -6826481.000000 Penalty: 5432.226562
	Iteration 15Q: 3 clusters Score -6826481 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -6826823.500000 Penalty: 5432.226562
	Iteration 16Q: 3 clusters Score -6826824 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 56185 members 
Entering Unmasked Estep 
Score: -6827023.500000 Penalty: 5432.226562
	Iteration 17Q: 3 clusters Score -6827024 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 56335 members 
Entering Unmasked Estep 
Score: -6827136.000000 Penalty: 5432.226562
	Iteration 18Q: 3 clusters Score -6827136 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 56427 members 
Entering Unmasked Estep 
Score: -6827226.000000 Penalty: 5432.226562
	Iteration 19Q: 3 clusters Score -6827226 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -6827291.500000 Penalty: 5432.226562
	Iteration 20F: 3 clusters Score -6827292 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 56512 members 
Entering Unmasked Estep 
Score: -6827319.000000 Penalty: 5432.226562
	Iteration 21Q: 3 clusters Score -6827319 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
Score: -6827345.000000 Penalty: 5432.226562
	Iteration 22Q: 3 clusters Score -6827345 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 56556 members 
Entering Unmasked Estep 
Score: -6827363.000000 Penalty: 5432.226562
	Iteration 23Q: 3 clusters Score -6827363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 56569 members 
Entering Unmasked Estep 
Score: -6827366.500000 Penalty: 5432.226562
	Iteration 24Q: 3 clusters Score -6827366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 56576 members 
Entering Unmasked Estep 
Score: -6827388.500000 Penalty: 5432.226562
	Iteration 25Q: 3 clusters Score -6827388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 56587 members 
Entering Unmasked Estep 
Score: -6827394.000000 Penalty: 5432.226562
	Iteration 26Q: 3 clusters Score -6827394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 56595 members 
Entering Unmasked Estep 
Score: -6827400.500000 Penalty: 5432.226562
	Iteration 27Q: 3 clusters Score -6827400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 56598 members 
Entering Unmasked Estep 
Score: -6827410.000000 Penalty: 5432.226562
	Iteration 28Q: 3 clusters Score -6827410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 56601 members 
Entering Unmasked Estep 
Score: -6827411.000000 Penalty: 5432.226562
	Iteration 29Q: 3 clusters Score -6827411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 56601 members 
Entering Unmasked Estep 
Score: -6827413.000000 Penalty: 5432.226562
	Iteration 30Q: 3 clusters Score -6827413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -6827416.500000 Penalty: 5432.226562
	Iteration 31Q: 3 clusters Score -6827416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -6827416.500000 Penalty: 5432.226562
	Iteration 32F: 3 clusters Score -6827416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -15411.623047 Penalty: 1273.677979
	Iteration 0F: 2 clusters Score -15411.62 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 85 members 
Entering Unmasked Estep 
Score: -14391.661133 Penalty: 2547.355957
	Iteration 0F: 3 clusters Score -14391.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14441.256836 Penalty: 2547.355957
	Iteration 1F: 3 clusters Score -14441.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14455.298828 Penalty: 2547.355957
	Iteration 2Q: 3 clusters Score -14455.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14462.369141 Penalty: 2547.355957
	Iteration 3Q: 3 clusters Score -14462.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14477.285156 Penalty: 2547.355957
	Iteration 4Q: 3 clusters Score -14477.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14483.484375 Penalty: 2547.355957
	Iteration 5Q: 3 clusters Score -14483.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14508.692383 Penalty: 2547.355957
	Iteration 6Q: 3 clusters Score -14508.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14521.902344 Penalty: 2547.355957
	Iteration 7Q: 3 clusters Score -14521.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14521.902344 Penalty: 2547.355957
	Iteration 8F: 3 clusters Score -14521.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Entering Unmasked Estep 
Score: -1331484.750000 Penalty: 2302.053711
	Iteration 0F: 2 clusters Score -1331485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1323352.375000 Penalty: 4604.107422
	Iteration 0F: 3 clusters Score -1323352 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1325667.250000 Penalty: 4604.107422
	Iteration 1F: 3 clusters Score -1325667 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1325957.125000 Penalty: 4604.107422
	Iteration 2F: 3 clusters Score -1325957 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1326153.375000 Penalty: 4604.107422
	Iteration 3Q: 3 clusters Score -1326153 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1326301.750000 Penalty: 4604.107422
	Iteration 4Q: 3 clusters Score -1326302 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1326422.375000 Penalty: 4604.107422
	Iteration 5Q: 3 clusters Score -1326422 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1326502.250000 Penalty: 4604.107422
	Iteration 6Q: 3 clusters Score -1326502 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1326578.250000 Penalty: 4604.107422
	Iteration 7Q: 3 clusters Score -1326578 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1326649.875000 Penalty: 4604.107422
	Iteration 8Q: 3 clusters Score -1326650 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1326733.500000 Penalty: 4604.107422
	Iteration 9Q: 3 clusters Score -1326734 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1326805.250000 Penalty: 4604.107422
	Iteration 10Q: 3 clusters Score -1326805 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1326858.125000 Penalty: 4604.107422
	Iteration 11Q: 3 clusters Score -1326858 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1326906.375000 Penalty: 4604.107422
	Iteration 12Q: 3 clusters Score -1326906 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1326967.375000 Penalty: 4604.107422
	Iteration 13Q: 3 clusters Score -1326967 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1327003.000000 Penalty: 4604.107422
	Iteration 14Q: 3 clusters Score -1327003 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1327047.625000 Penalty: 4604.107422
	Iteration 15Q: 3 clusters Score -1327048 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1327090.875000 Penalty: 4604.107422
	Iteration 16Q: 3 clusters Score -1327091 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1327138.000000 Penalty: 4604.107422
	Iteration 17Q: 3 clusters Score -1327138 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1327171.625000 Penalty: 4604.107422
	Iteration 18Q: 3 clusters Score -1327172 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1327211.750000 Penalty: 4604.107422
	Iteration 19Q: 3 clusters Score -1327212 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1327259.750000 Penalty: 4604.107422
	Iteration 20F: 3 clusters Score -1327260 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1327318.250000 Penalty: 4604.107422
	Iteration 21Q: 3 clusters Score -1327318 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1327389.625000 Penalty: 4604.107422
	Iteration 22Q: 3 clusters Score -1327390 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1327461.375000 Penalty: 4604.107422
	Iteration 23Q: 3 clusters Score -1327461 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1327551.625000 Penalty: 4604.107422
	Iteration 24Q: 3 clusters Score -1327552 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1327662.750000 Penalty: 4604.107422
	Iteration 25Q: 3 clusters Score -1327663 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1327791.000000 Penalty: 4604.107422
	Iteration 26Q: 3 clusters Score -1327791 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1327949.875000 Penalty: 4604.107422
	Iteration 27Q: 3 clusters Score -1327950 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1328143.750000 Penalty: 4604.107422
	Iteration 28Q: 3 clusters Score -1328144 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1328347.875000 Penalty: 4604.107422
	Iteration 29Q: 3 clusters Score -1328348 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1328549.375000 Penalty: 4604.107422
	Iteration 30Q: 3 clusters Score -1328549 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1328731.625000 Penalty: 4604.107422
	Iteration 31Q: 3 clusters Score -1328732 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1328910.000000 Penalty: 4604.107422
	Iteration 32Q: 3 clusters Score -1328910 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1329038.125000 Penalty: 4604.107422
	Iteration 33Q: 3 clusters Score -1329038 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1329147.250000 Penalty: 4604.107422
	Iteration 34Q: 3 clusters Score -1329147 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1329226.250000 Penalty: 4604.107422
	Iteration 35Q: 3 clusters Score -1329226 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1329285.750000 Penalty: 4604.107422
	Iteration 36Q: 3 clusters Score -1329286 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1329346.125000 Penalty: 4604.107422
	Iteration 37Q: 3 clusters Score -1329346 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1329393.125000 Penalty: 4604.107422
	Iteration 38Q: 3 clusters Score -1329393 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1329433.625000 Penalty: 4604.107422
	Iteration 39Q: 3 clusters Score -1329434 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1329464.000000 Penalty: 4604.107422
	Iteration 40F: 3 clusters Score -1329464 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1329488.750000 Penalty: 4604.107422
	Iteration 41Q: 3 clusters Score -1329489 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1329509.250000 Penalty: 4604.107422
	Iteration 42Q: 3 clusters Score -1329509 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1329518.500000 Penalty: 4604.107422
	Iteration 43Q: 3 clusters Score -1329518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1329532.250000 Penalty: 4604.107422
	Iteration 44Q: 3 clusters Score -1329532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1329542.250000 Penalty: 4604.107422
	Iteration 45Q: 3 clusters Score -1329542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1329545.250000 Penalty: 4604.107422
	Iteration 46Q: 3 clusters Score -1329545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1329549.875000 Penalty: 4604.107422
	Iteration 47Q: 3 clusters Score -1329550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1329554.125000 Penalty: 4604.107422
	Iteration 48Q: 3 clusters Score -1329554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1329556.125000 Penalty: 4604.107422
	Iteration 49Q: 3 clusters Score -1329556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1329557.250000 Penalty: 4604.107422
	Iteration 50Q: 3 clusters Score -1329557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1329561.125000 Penalty: 4604.107422
	Iteration 51Q: 3 clusters Score -1329561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1329561.250000 Penalty: 4604.107422
	Iteration 52Q: 3 clusters Score -1329561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1329563.875000 Penalty: 4604.107422
	Iteration 53Q: 3 clusters Score -1329564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1329568.875000 Penalty: 4604.107422
	Iteration 54Q: 3 clusters Score -1329569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1329569.125000 Penalty: 4604.107422
	Iteration 55Q: 3 clusters Score -1329569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1329570.375000 Penalty: 4604.107422
	Iteration 56Q: 3 clusters Score -1329570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1329570.125000 Penalty: 4604.107422
	Iteration 57Q: 3 clusters Score -1329570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1329570.125000 Penalty: 4604.107422
	Iteration 58F: 3 clusters Score -1329570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Entering Unmasked Estep 
Score: -1132390.625000 Penalty: 2277.248779
	Iteration 0F: 2 clusters Score -1132391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1124933.625000 Penalty: 4554.497559
	Iteration 0F: 3 clusters Score -1124934 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1127052.875000 Penalty: 4554.497559
	Iteration 1F: 3 clusters Score -1127053 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1127334.625000 Penalty: 4554.497559
	Iteration 2F: 3 clusters Score -1127335 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1127538.875000 Penalty: 4554.497559
	Iteration 3Q: 3 clusters Score -1127539 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1127690.500000 Penalty: 4554.497559
	Iteration 4Q: 3 clusters Score -1127690 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1127808.500000 Penalty: 4554.497559
	Iteration 5Q: 3 clusters Score -1127808 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1127909.000000 Penalty: 4554.497559
	Iteration 6Q: 3 clusters Score -1127909 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1128000.875000 Penalty: 4554.497559
	Iteration 7Q: 3 clusters Score -1128001 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1128075.125000 Penalty: 4554.497559
	Iteration 8Q: 3 clusters Score -1128075 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1128155.125000 Penalty: 4554.497559
	Iteration 9Q: 3 clusters Score -1128155 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1128221.000000 Penalty: 4554.497559
	Iteration 10Q: 3 clusters Score -1128221 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1128286.250000 Penalty: 4554.497559
	Iteration 11Q: 3 clusters Score -1128286 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1128350.250000 Penalty: 4554.497559
	Iteration 12Q: 3 clusters Score -1128350 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1128414.625000 Penalty: 4554.497559
	Iteration 13Q: 3 clusters Score -1128415 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1128473.500000 Penalty: 4554.497559
	Iteration 14Q: 3 clusters Score -1128474 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1128534.375000 Penalty: 4554.497559
	Iteration 15Q: 3 clusters Score -1128534 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1128592.250000 Penalty: 4554.497559
	Iteration 16Q: 3 clusters Score -1128592 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1128651.250000 Penalty: 4554.497559
	Iteration 17Q: 3 clusters Score -1128651 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1128718.750000 Penalty: 4554.497559
	Iteration 18Q: 3 clusters Score -1128719 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1128808.500000 Penalty: 4554.497559
	Iteration 19Q: 3 clusters Score -1128808 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1128924.125000 Penalty: 4554.497559
	Iteration 20F: 3 clusters Score -1128924 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1129062.750000 Penalty: 4554.497559
	Iteration 21Q: 3 clusters Score -1129063 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1129197.125000 Penalty: 4554.497559
	Iteration 22Q: 3 clusters Score -1129197 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1129329.000000 Penalty: 4554.497559
	Iteration 23Q: 3 clusters Score -1129329 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1129461.875000 Penalty: 4554.497559
	Iteration 24Q: 3 clusters Score -1129462 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1129586.000000 Penalty: 4554.497559
	Iteration 25Q: 3 clusters Score -1129586 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1129681.250000 Penalty: 4554.497559
	Iteration 26Q: 3 clusters Score -1129681 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1129743.875000 Penalty: 4554.497559
	Iteration 27Q: 3 clusters Score -1129744 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1129786.750000 Penalty: 4554.497559
	Iteration 28Q: 3 clusters Score -1129787 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1129827.250000 Penalty: 4554.497559
	Iteration 29Q: 3 clusters Score -1129827 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1129859.875000 Penalty: 4554.497559
	Iteration 30Q: 3 clusters Score -1129860 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1129883.000000 Penalty: 4554.497559
	Iteration 31Q: 3 clusters Score -1129883 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1129911.250000 Penalty: 4554.497559
	Iteration 32Q: 3 clusters Score -1129911 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1129934.500000 Penalty: 4554.497559
	Iteration 33Q: 3 clusters Score -1129934 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1129963.250000 Penalty: 4554.497559
	Iteration 34Q: 3 clusters Score -1129963 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1129986.000000 Penalty: 4554.497559
	Iteration 35Q: 3 clusters Score -1129986 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1130005.000000 Penalty: 4554.497559
	Iteration 36Q: 3 clusters Score -1130005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1130010.250000 Penalty: 4554.497559
	Iteration 37Q: 3 clusters Score -1130010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1130017.625000 Penalty: 4554.497559
	Iteration 38Q: 3 clusters Score -1130018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1130021.125000 Penalty: 4554.497559
	Iteration 39Q: 3 clusters Score -1130021 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1130029.875000 Penalty: 4554.497559
	Iteration 40F: 3 clusters Score -1130030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1130040.375000 Penalty: 4554.497559
	Iteration 41Q: 3 clusters Score -1130040 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1130050.875000 Penalty: 4554.497559
	Iteration 42Q: 3 clusters Score -1130051 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1130064.500000 Penalty: 4554.497559
	Iteration 43Q: 3 clusters Score -1130064 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1130070.875000 Penalty: 4554.497559
	Iteration 44Q: 3 clusters Score -1130071 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1130080.250000 Penalty: 4554.497559
	Iteration 45Q: 3 clusters Score -1130080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1130091.125000 Penalty: 4554.497559
	Iteration 46Q: 3 clusters Score -1130091 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1130102.625000 Penalty: 4554.497559
	Iteration 47Q: 3 clusters Score -1130103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1130110.125000 Penalty: 4554.497559
	Iteration 48Q: 3 clusters Score -1130110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1130114.500000 Penalty: 4554.497559
	Iteration 49Q: 3 clusters Score -1130114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1130121.000000 Penalty: 4554.497559
	Iteration 50Q: 3 clusters Score -1130121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1130125.875000 Penalty: 4554.497559
	Iteration 51Q: 3 clusters Score -1130126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1130129.500000 Penalty: 4554.497559
	Iteration 52Q: 3 clusters Score -1130130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1130134.625000 Penalty: 4554.497559
	Iteration 53Q: 3 clusters Score -1130135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1130135.875000 Penalty: 4554.497559
	Iteration 54Q: 3 clusters Score -1130136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1130133.625000 Penalty: 4554.497559
	Iteration 55Q: 3 clusters Score -1130134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1130134.750000 Penalty: 4554.497559
	Iteration 56Q: 3 clusters Score -1130135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1130135.875000 Penalty: 4554.497559
	Iteration 57Q: 3 clusters Score -1130136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1130136.500000 Penalty: 4554.497559
	Iteration 58Q: 3 clusters Score -1130136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1130136.375000 Penalty: 4554.497559
	Iteration 59Q: 3 clusters Score -1130136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1130137.500000 Penalty: 4554.497559
	Iteration 60F: 3 clusters Score -1130138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -80657.789062 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -80657.79 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 353 members 
Entering Unmasked Estep 
Score: -78959.312500 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -78959.31 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -79224.968750 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -79224.97 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -79315.914062 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -79315.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79361.093750 Penalty: 3263.308594
	Iteration 3Q: 3 clusters Score -79361.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -79384.828125 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -79384.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -79400.773438 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -79400.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -79407.851562 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -79407.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -79410.445312 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -79410.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -79412.023438 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -79412.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -79413.304688 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -79413.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -79414.125000 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -79414.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -79414.125000 Penalty: 3263.308594
	Iteration 11F: 3 clusters Score -79414.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -61156.199219 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -61156.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -59603.601562 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -59603.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59851.714844 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -59851.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59933.816406 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -59933.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59967.835938 Penalty: 3118.777832
	Iteration 3Q: 3 clusters Score -59967.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -59995.531250 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -59995.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -60004.250000 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -60004.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -60010.976562 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -60010.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -60010.976562 Penalty: 3118.777832
	Iteration 7F: 3 clusters Score -60010.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -80045.101562 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -80045.1 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: -78338.796875 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -78338.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78565.828125 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -78565.83 nChanged 43
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: -78680.820312 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -78680.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -78736.265625 Penalty: 3250.750977
	Iteration 3Q: 3 clusters Score -78736.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -78760.484375 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -78760.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -78779.750000 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -78779.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -78790.390625 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -78790.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -78792.851562 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -78792.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -78795.476562 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -78795.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -78799.476562 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -78799.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -78806.750000 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -78806.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -78810.148438 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -78810.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -78814.710938 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -78814.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -78819.687500 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -78819.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -78825.179688 Penalty: 3250.750977
	Iteration 14Q: 3 clusters Score -78825.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -78835.960938 Penalty: 3250.750977
	Iteration 15Q: 3 clusters Score -78835.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -78856.835938 Penalty: 3250.750977
	Iteration 16Q: 3 clusters Score -78856.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -78862.546875 Penalty: 3250.750977
	Iteration 17Q: 3 clusters Score -78862.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -78863.359375 Penalty: 3250.750977
	Iteration 18Q: 3 clusters Score -78863.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -78864.726562 Penalty: 3250.750977
	Iteration 19Q: 3 clusters Score -78864.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -78864.726562 Penalty: 3250.750977
	Iteration 20F: 3 clusters Score -78864.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -50559.839844 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -50559.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49092.738281 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -49092.74 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -49224.148438 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -49224.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49254.152344 Penalty: 3040.009033
	Iteration 2Q: 3 clusters Score -49254.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49273.937500 Penalty: 3040.009033
	Iteration 3Q: 3 clusters Score -49273.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -49296.207031 Penalty: 3040.009033
	Iteration 4Q: 3 clusters Score -49296.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49314.488281 Penalty: 3040.009033
	Iteration 5Q: 3 clusters Score -49314.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -49317.101562 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -49317.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -49317.101562 Penalty: 3040.009033
	Iteration 7F: 3 clusters Score -49317.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -76353.953125 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -76353.95 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 374 members 
Entering Unmasked Estep 
Score: -74633.093750 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -74633.09 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -74800.734375 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -74800.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -74861.664062 Penalty: 3252.866211
	Iteration 2F: 3 clusters Score -74861.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -74894.484375 Penalty: 3252.866211
	Iteration 3Q: 3 clusters Score -74894.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -74911.171875 Penalty: 3252.866211
	Iteration 4Q: 3 clusters Score -74911.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -74924.757812 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -74924.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -74936.914062 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -74936.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -74947.828125 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -74947.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74952.960938 Penalty: 3252.866211
	Iteration 8Q: 3 clusters Score -74952.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -74953.687500 Penalty: 3252.866211
	Iteration 9Q: 3 clusters Score -74953.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -74954.703125 Penalty: 3252.866211
	Iteration 10Q: 3 clusters Score -74954.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -74954.703125 Penalty: 3252.866211
	Iteration 11F: 3 clusters Score -74954.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233745 members 
Mstep: Class 2 contains 11060 members 
Mstep: Class 3 contains 247572 members 
Mstep: Class 4 contains 32221 members 
Mstep: Class 5 contains 5187 members 
Mstep: Class 6 contains 67077 members 
Mstep: Class 7 contains 26314 members 
Mstep: Class 8 contains 32512 members 
Mstep: Class 9 contains 38673 members 
Mstep: Class 10 contains 16497 members 
Mstep: Class 11 contains 23763 members 
Mstep: Class 12 contains 23898 members 
Mstep: Class 13 contains 225464 members 
Mstep: Class 14 contains 126728 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69413 members 
Mstep: Class 17 contains 15876 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7179 members 
Mstep: Class 20 contains 32917 members 
Mstep: Class 21 contains 57072 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10748 members 
Mstep: Class 24 contains 9725 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 538 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 459 members 
Mstep: Class 29 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158433024.000000 Penalty: 104923.953125
Iteration 159Q: 31 clusters Score -1.58433e+08 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233600 members 
Mstep: Class 2 contains 11065 members 
Mstep: Class 3 contains 247168 members 
Mstep: Class 4 contains 32223 members 
Mstep: Class 5 contains 5195 members 
Mstep: Class 6 contains 67004 members 
Mstep: Class 7 contains 26255 members 
Mstep: Class 8 contains 32581 members 
Mstep: Class 9 contains 38659 members 
Mstep: Class 10 contains 16500 members 
Mstep: Class 11 contains 23700 members 
Mstep: Class 12 contains 23899 members 
Mstep: Class 13 contains 225479 members 
Mstep: Class 14 contains 126691 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 70199 members 
Mstep: Class 17 contains 15916 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7163 members 
Mstep: Class 20 contains 32918 members 
Mstep: Class 21 contains 57057 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10752 members 
Mstep: Class 24 contains 9679 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 538 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 459 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 9170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158434240.000000 Penalty: 104923.953125
Iteration 160F: 31 clusters Score -1.584342e+08 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233480 members 
Mstep: Class 2 contains 11066 members 
Mstep: Class 3 contains 246716 members 
Mstep: Class 4 contains 32225 members 
Mstep: Class 5 contains 5197 members 
Mstep: Class 6 contains 66890 members 
Mstep: Class 7 contains 26230 members 
Mstep: Class 8 contains 32553 members 
Mstep: Class 9 contains 38647 members 
Mstep: Class 10 contains 16499 members 
Mstep: Class 11 contains 23647 members 
Mstep: Class 12 contains 23897 members 
Mstep: Class 13 contains 225473 members 
Mstep: Class 14 contains 126688 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 70359 members 
Mstep: Class 17 contains 15940 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7146 members 
Mstep: Class 20 contains 32954 members 
Mstep: Class 21 contains 57054 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10754 members 
Mstep: Class 24 contains 9646 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 619 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 378 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 9812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158434400.000000 Penalty: 104923.953125
Iteration 161Q: 31 clusters Score -1.584344e+08 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233366 members 
Mstep: Class 2 contains 11070 members 
Mstep: Class 3 contains 246452 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 5212 members 
Mstep: Class 6 contains 66805 members 
Mstep: Class 7 contains 26207 members 
Mstep: Class 8 contains 32508 members 
Mstep: Class 9 contains 38639 members 
Mstep: Class 10 contains 16498 members 
Mstep: Class 11 contains 23604 members 
Mstep: Class 12 contains 23896 members 
Mstep: Class 13 contains 225457 members 
Mstep: Class 14 contains 126697 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 70410 members 
Mstep: Class 17 contains 15953 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7128 members 
Mstep: Class 20 contains 32974 members 
Mstep: Class 21 contains 57051 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10756 members 
Mstep: Class 24 contains 9621 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 693 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 304 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 10343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158434832.000000 Penalty: 104923.953125
Iteration 162Q: 31 clusters Score -1.584348e+08 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233280 members 
Mstep: Class 2 contains 11068 members 
Mstep: Class 3 contains 246150 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 5243 members 
Mstep: Class 6 contains 66717 members 
Mstep: Class 7 contains 26191 members 
Mstep: Class 8 contains 32465 members 
Mstep: Class 9 contains 38629 members 
Mstep: Class 10 contains 16498 members 
Mstep: Class 11 contains 23562 members 
Mstep: Class 12 contains 23895 members 
Mstep: Class 13 contains 225445 members 
Mstep: Class 14 contains 126710 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 70431 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7127 members 
Mstep: Class 20 contains 32994 members 
Mstep: Class 21 contains 57056 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10759 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 738 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 257 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 10878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158435520.000000 Penalty: 104923.953125
Iteration 163Q: 31 clusters Score -1.584355e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233212 members 
Mstep: Class 2 contains 11065 members 
Mstep: Class 3 contains 245870 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 5264 members 
Mstep: Class 6 contains 66641 members 
Mstep: Class 7 contains 26166 members 
Mstep: Class 8 contains 32420 members 
Mstep: Class 9 contains 38627 members 
Mstep: Class 10 contains 16496 members 
Mstep: Class 11 contains 23523 members 
Mstep: Class 12 contains 23894 members 
Mstep: Class 13 contains 225440 members 
Mstep: Class 14 contains 126715 members 
Mstep: Class 15 contains 6340 members 
Mstep: Class 16 contains 70403 members 
Mstep: Class 17 contains 15960 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7131 members 
Mstep: Class 20 contains 33023 members 
Mstep: Class 21 contains 57067 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10765 members 
Mstep: Class 24 contains 9582 members 
Mstep: Class 25 contains 716 members 
Mstep: Class 26 contains 752 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 11387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158436336.000000 Penalty: 104923.953125
Iteration 164Q: 31 clusters Score -1.584363e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233140 members 
Mstep: Class 2 contains 11064 members 
Mstep: Class 3 contains 245632 members 
Mstep: Class 4 contains 32227 members 
Mstep: Class 5 contains 5284 members 
Mstep: Class 6 contains 66563 members 
Mstep: Class 7 contains 26165 members 
Mstep: Class 8 contains 32370 members 
Mstep: Class 9 contains 38626 members 
Mstep: Class 10 contains 16498 members 
Mstep: Class 11 contains 23483 members 
Mstep: Class 12 contains 23894 members 
Mstep: Class 13 contains 225426 members 
Mstep: Class 14 contains 126733 members 
Mstep: Class 15 contains 6340 members 
Mstep: Class 16 contains 70373 members 
Mstep: Class 17 contains 15961 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7130 members 
Mstep: Class 20 contains 33049 members 
Mstep: Class 21 contains 57079 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10770 members 
Mstep: Class 24 contains 9562 members 
Mstep: Class 25 contains 712 members 
Mstep: Class 26 contains 757 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 244 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 11849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158436784.000000 Penalty: 104923.953125
Iteration 165Q: 31 clusters Score -1.584368e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233085 members 
Mstep: Class 2 contains 11072 members 
Mstep: Class 3 contains 245343 members 
Mstep: Class 4 contains 32232 members 
Mstep: Class 5 contains 5293 members 
Mstep: Class 6 contains 66516 members 
Mstep: Class 7 contains 26154 members 
Mstep: Class 8 contains 32324 members 
Mstep: Class 9 contains 38624 members 
Mstep: Class 10 contains 16500 members 
Mstep: Class 11 contains 23437 members 
Mstep: Class 12 contains 23895 members 
Mstep: Class 13 contains 225424 members 
Mstep: Class 14 contains 126742 members 
Mstep: Class 15 contains 6340 members 
Mstep: Class 16 contains 70336 members 
Mstep: Class 17 contains 15961 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7124 members 
Mstep: Class 20 contains 33066 members 
Mstep: Class 21 contains 57079 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10779 members 
Mstep: Class 24 contains 9549 members 
Mstep: Class 25 contains 713 members 
Mstep: Class 26 contains 761 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 240 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 12342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158436880.000000 Penalty: 104923.953125
Iteration 166Q: 31 clusters Score -1.584369e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233026 members 
Mstep: Class 2 contains 11079 members 
Mstep: Class 3 contains 245057 members 
Mstep: Class 4 contains 32234 members 
Mstep: Class 5 contains 5302 members 
Mstep: Class 6 contains 66476 members 
Mstep: Class 7 contains 26145 members 
Mstep: Class 8 contains 32294 members 
Mstep: Class 9 contains 38621 members 
Mstep: Class 10 contains 16501 members 
Mstep: Class 11 contains 23396 members 
Mstep: Class 12 contains 23894 members 
Mstep: Class 13 contains 225420 members 
Mstep: Class 14 contains 126751 members 
Mstep: Class 15 contains 6340 members 
Mstep: Class 16 contains 70289 members 
Mstep: Class 17 contains 15957 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7122 members 
Mstep: Class 20 contains 33053 members 
Mstep: Class 21 contains 57090 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10790 members 
Mstep: Class 24 contains 9558 members 
Mstep: Class 25 contains 714 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 12821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158436928.000000 Penalty: 104923.953125
Iteration 167Q: 31 clusters Score -1.584369e+08 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232982 members 
Mstep: Class 2 contains 11082 members 
Mstep: Class 3 contains 244786 members 
Mstep: Class 4 contains 32235 members 
Mstep: Class 5 contains 5327 members 
Mstep: Class 6 contains 66433 members 
Mstep: Class 7 contains 26138 members 
Mstep: Class 8 contains 32268 members 
Mstep: Class 9 contains 38614 members 
Mstep: Class 10 contains 16503 members 
Mstep: Class 11 contains 23359 members 
Mstep: Class 12 contains 23892 members 
Mstep: Class 13 contains 225418 members 
Mstep: Class 14 contains 126748 members 
Mstep: Class 15 contains 6340 members 
Mstep: Class 16 contains 70237 members 
Mstep: Class 17 contains 15948 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7128 members 
Mstep: Class 20 contains 33040 members 
Mstep: Class 21 contains 57095 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 9566 members 
Mstep: Class 25 contains 713 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 13274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158436960.000000 Penalty: 104923.953125
Iteration 168Q: 31 clusters Score -1.58437e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232952 members 
Mstep: Class 2 contains 11080 members 
Mstep: Class 3 contains 244501 members 
Mstep: Class 4 contains 32238 members 
Mstep: Class 5 contains 5353 members 
Mstep: Class 6 contains 66388 members 
Mstep: Class 7 contains 26127 members 
Mstep: Class 8 contains 32260 members 
Mstep: Class 9 contains 38612 members 
Mstep: Class 10 contains 16504 members 
Mstep: Class 11 contains 23323 members 
Mstep: Class 12 contains 23891 members 
Mstep: Class 13 contains 225407 members 
Mstep: Class 14 contains 126741 members 
Mstep: Class 15 contains 6340 members 
Mstep: Class 16 contains 70200 members 
Mstep: Class 17 contains 15945 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7127 members 
Mstep: Class 20 contains 33030 members 
Mstep: Class 21 contains 57106 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10817 members 
Mstep: Class 24 contains 9575 members 
Mstep: Class 25 contains 713 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 704 members 
Mstep: Class 30 contains 13700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158437104.000000 Penalty: 104923.953125
Iteration 169Q: 31 clusters Score -1.584371e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232921 members 
Mstep: Class 2 contains 11085 members 
Mstep: Class 3 contains 244222 members 
Mstep: Class 4 contains 32239 members 
Mstep: Class 5 contains 5374 members 
Mstep: Class 6 contains 66365 members 
Mstep: Class 7 contains 26117 members 
Mstep: Class 8 contains 32228 members 
Mstep: Class 9 contains 38614 members 
Mstep: Class 10 contains 16507 members 
Mstep: Class 11 contains 23290 members 
Mstep: Class 12 contains 23890 members 
Mstep: Class 13 contains 225393 members 
Mstep: Class 14 contains 126746 members 
Mstep: Class 15 contains 6340 members 
Mstep: Class 16 contains 70148 members 
Mstep: Class 17 contains 15948 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7129 members 
Mstep: Class 20 contains 33010 members 
Mstep: Class 21 contains 57101 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10830 members 
Mstep: Class 24 contains 9579 members 
Mstep: Class 25 contains 713 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 704 members 
Mstep: Class 30 contains 14141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158437264.000000 Penalty: 104923.953125
Iteration 170Q: 31 clusters Score -1.584373e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232901 members 
Mstep: Class 2 contains 11084 members 
Mstep: Class 3 contains 243950 members 
Mstep: Class 4 contains 32241 members 
Mstep: Class 5 contains 5416 members 
Mstep: Class 6 contains 66318 members 
Mstep: Class 7 contains 26104 members 
Mstep: Class 8 contains 32174 members 
Mstep: Class 9 contains 38610 members 
Mstep: Class 10 contains 16508 members 
Mstep: Class 11 contains 23271 members 
Mstep: Class 12 contains 23889 members 
Mstep: Class 13 contains 225392 members 
Mstep: Class 14 contains 126762 members 
Mstep: Class 15 contains 6340 members 
Mstep: Class 16 contains 70103 members 
Mstep: Class 17 contains 15948 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7130 members 
Mstep: Class 20 contains 32999 members 
Mstep: Class 21 contains 57097 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10841 members 
Mstep: Class 24 contains 9586 members 
Mstep: Class 25 contains 713 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 704 members 
Mstep: Class 30 contains 14553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158437280.000000 Penalty: 104923.953125
Iteration 171Q: 31 clusters Score -1.584373e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232889 members 
Mstep: Class 2 contains 11084 members 
Mstep: Class 3 contains 243696 members 
Mstep: Class 4 contains 32242 members 
Mstep: Class 5 contains 5458 members 
Mstep: Class 6 contains 66269 members 
Mstep: Class 7 contains 26094 members 
Mstep: Class 8 contains 32129 members 
Mstep: Class 9 contains 38610 members 
Mstep: Class 10 contains 16513 members 
Mstep: Class 11 contains 23243 members 
Mstep: Class 12 contains 23890 members 
Mstep: Class 13 contains 225383 members 
Mstep: Class 14 contains 126762 members 
Mstep: Class 15 contains 6340 members 
Mstep: Class 16 contains 70068 members 
Mstep: Class 17 contains 15946 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7131 members 
Mstep: Class 20 contains 32998 members 
Mstep: Class 21 contains 57101 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10853 members 
Mstep: Class 24 contains 9585 members 
Mstep: Class 25 contains 713 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 704 members 
Mstep: Class 30 contains 14933 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 172Q: 31 clusters Score -1.584373e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232877 members 
Mstep: Class 2 contains 11085 members 
Mstep: Class 3 contains 243438 members 
Mstep: Class 4 contains 32243 members 
Mstep: Class 5 contains 5500 members 
Mstep: Class 6 contains 66220 members 
Mstep: Class 7 contains 26081 members 
Mstep: Class 8 contains 32089 members 
Mstep: Class 9 contains 38610 members 
Mstep: Class 10 contains 16517 members 
Mstep: Class 11 contains 23226 members 
Mstep: Class 12 contains 23889 members 
Mstep: Class 13 contains 225376 members 
Mstep: Class 14 contains 126774 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 70035 members 
Mstep: Class 17 contains 15948 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7133 members 
Mstep: Class 20 contains 33004 members 
Mstep: Class 21 contains 57102 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10869 members 
Mstep: Class 24 contains 9574 members 
Mstep: Class 25 contains 713 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 704 members 
Mstep: Class 30 contains 15286 members 
Entering Unmasked Estep 
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Iteration 173Q: 31 clusters Score -1.584379e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232864 members 
Mstep: Class 2 contains 11088 members 
Mstep: Class 3 contains 243203 members 
Mstep: Class 4 contains 32243 members 
Mstep: Class 5 contains 5538 members 
Mstep: Class 6 contains 66166 members 
Mstep: Class 7 contains 26067 members 
Mstep: Class 8 contains 32051 members 
Mstep: Class 9 contains 38611 members 
Mstep: Class 10 contains 16519 members 
Mstep: Class 11 contains 23199 members 
Mstep: Class 12 contains 23889 members 
Mstep: Class 13 contains 225376 members 
Mstep: Class 14 contains 126791 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 70016 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7143 members 
Mstep: Class 20 contains 33001 members 
Mstep: Class 21 contains 57106 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10883 members 
Mstep: Class 24 contains 9561 members 
Mstep: Class 25 contains 713 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 704 members 
Mstep: Class 30 contains 15607 members 
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Iteration 174Q: 31 clusters Score -1.584382e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232840 members 
Mstep: Class 2 contains 11090 members 
Mstep: Class 3 contains 243009 members 
Mstep: Class 4 contains 32245 members 
Mstep: Class 5 contains 5582 members 
Mstep: Class 6 contains 66131 members 
Mstep: Class 7 contains 26053 members 
Mstep: Class 8 contains 32005 members 
Mstep: Class 9 contains 38611 members 
Mstep: Class 10 contains 16518 members 
Mstep: Class 11 contains 23171 members 
Mstep: Class 12 contains 23889 members 
Mstep: Class 13 contains 225373 members 
Mstep: Class 14 contains 126804 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69982 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7147 members 
Mstep: Class 20 contains 33009 members 
Mstep: Class 21 contains 57114 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10897 members 
Mstep: Class 24 contains 9555 members 
Mstep: Class 25 contains 713 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 704 members 
Mstep: Class 30 contains 15897 members 
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Iteration 175Q: 31 clusters Score -1.584385e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232823 members 
Mstep: Class 2 contains 11089 members 
Mstep: Class 3 contains 242789 members 
Mstep: Class 4 contains 32245 members 
Mstep: Class 5 contains 5612 members 
Mstep: Class 6 contains 66101 members 
Mstep: Class 7 contains 26042 members 
Mstep: Class 8 contains 31970 members 
Mstep: Class 9 contains 38610 members 
Mstep: Class 10 contains 16520 members 
Mstep: Class 11 contains 23156 members 
Mstep: Class 12 contains 23889 members 
Mstep: Class 13 contains 225366 members 
Mstep: Class 14 contains 126818 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69940 members 
Mstep: Class 17 contains 15953 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7155 members 
Mstep: Class 20 contains 33023 members 
Mstep: Class 21 contains 57125 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10907 members 
Mstep: Class 24 contains 9554 members 
Mstep: Class 25 contains 713 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 704 members 
Mstep: Class 30 contains 16189 members 
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Iteration 176Q: 31 clusters Score -1.584387e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232806 members 
Mstep: Class 2 contains 11091 members 
Mstep: Class 3 contains 242609 members 
Mstep: Class 4 contains 32243 members 
Mstep: Class 5 contains 5643 members 
Mstep: Class 6 contains 66074 members 
Mstep: Class 7 contains 26033 members 
Mstep: Class 8 contains 31949 members 
Mstep: Class 9 contains 38610 members 
Mstep: Class 10 contains 16522 members 
Mstep: Class 11 contains 23137 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 225364 members 
Mstep: Class 14 contains 126822 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69896 members 
Mstep: Class 17 contains 15958 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7161 members 
Mstep: Class 20 contains 33035 members 
Mstep: Class 21 contains 57123 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10921 members 
Mstep: Class 24 contains 9552 members 
Mstep: Class 25 contains 713 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 704 members 
Mstep: Class 30 contains 16439 members 
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Iteration 177Q: 31 clusters Score -1.584387e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232790 members 
Mstep: Class 2 contains 11090 members 
Mstep: Class 3 contains 242465 members 
Mstep: Class 4 contains 32241 members 
Mstep: Class 5 contains 5671 members 
Mstep: Class 6 contains 66047 members 
Mstep: Class 7 contains 26024 members 
Mstep: Class 8 contains 31932 members 
Mstep: Class 9 contains 38609 members 
Mstep: Class 10 contains 16521 members 
Mstep: Class 11 contains 23117 members 
Mstep: Class 12 contains 23887 members 
Mstep: Class 13 contains 225354 members 
Mstep: Class 14 contains 126821 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69865 members 
Mstep: Class 17 contains 15964 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7161 members 
Mstep: Class 20 contains 33045 members 
Mstep: Class 21 contains 57123 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10930 members 
Mstep: Class 24 contains 9548 members 
Mstep: Class 25 contains 713 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 704 members 
Mstep: Class 30 contains 16671 members 
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Iteration 178Q: 31 clusters Score -1.584387e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232776 members 
Mstep: Class 2 contains 11096 members 
Mstep: Class 3 contains 242329 members 
Mstep: Class 4 contains 32239 members 
Mstep: Class 5 contains 5689 members 
Mstep: Class 6 contains 66015 members 
Mstep: Class 7 contains 26016 members 
Mstep: Class 8 contains 31913 members 
Mstep: Class 9 contains 38609 members 
Mstep: Class 10 contains 16517 members 
Mstep: Class 11 contains 23098 members 
Mstep: Class 12 contains 23886 members 
Mstep: Class 13 contains 225349 members 
Mstep: Class 14 contains 126834 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69823 members 
Mstep: Class 17 contains 15970 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7164 members 
Mstep: Class 20 contains 33053 members 
Mstep: Class 21 contains 57119 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10939 members 
Mstep: Class 24 contains 9548 members 
Mstep: Class 25 contains 713 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 704 members 
Mstep: Class 30 contains 16894 members 
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Iteration 179Q: 31 clusters Score -1.584387e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232763 members 
Mstep: Class 2 contains 11104 members 
Mstep: Class 3 contains 242219 members 
Mstep: Class 4 contains 32239 members 
Mstep: Class 5 contains 5712 members 
Mstep: Class 6 contains 65987 members 
Mstep: Class 7 contains 26015 members 
Mstep: Class 8 contains 31894 members 
Mstep: Class 9 contains 38610 members 
Mstep: Class 10 contains 16514 members 
Mstep: Class 11 contains 23084 members 
Mstep: Class 12 contains 23885 members 
Mstep: Class 13 contains 225343 members 
Mstep: Class 14 contains 126835 members 
Mstep: Class 15 contains 6342 members 
Mstep: Class 16 contains 69785 members 
Mstep: Class 17 contains 15971 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7156 members 
Mstep: Class 20 contains 33063 members 
Mstep: Class 21 contains 57121 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10942 members 
Mstep: Class 24 contains 9536 members 
Mstep: Class 25 contains 713 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 704 members 
Mstep: Class 30 contains 17097 members 
Entering Unmasked Estep 
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Iteration 180F: 31 clusters Score -1.584385e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232741 members 
Mstep: Class 2 contains 11103 members 
Mstep: Class 3 contains 242105 members 
Mstep: Class 4 contains 32237 members 
Mstep: Class 5 contains 5734 members 
Mstep: Class 6 contains 65956 members 
Mstep: Class 7 contains 26017 members 
Mstep: Class 8 contains 31866 members 
Mstep: Class 9 contains 38613 members 
Mstep: Class 10 contains 16513 members 
Mstep: Class 11 contains 23075 members 
Mstep: Class 12 contains 23883 members 
Mstep: Class 13 contains 225339 members 
Mstep: Class 14 contains 126842 members 
Mstep: Class 15 contains 6342 members 
Mstep: Class 16 contains 69744 members 
Mstep: Class 17 contains 15975 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7154 members 
Mstep: Class 20 contains 33076 members 
Mstep: Class 21 contains 57125 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10953 members 
Mstep: Class 24 contains 9535 members 
Mstep: Class 25 contains 711 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 240 members 
Mstep: Class 29 contains 704 members 
Mstep: Class 30 contains 17289 members 
Entering Unmasked Estep 
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Iteration 181Q: 31 clusters Score -1.584384e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232729 members 
Mstep: Class 2 contains 11099 members 
Mstep: Class 3 contains 242013 members 
Mstep: Class 4 contains 32235 members 
Mstep: Class 5 contains 5758 members 
Mstep: Class 6 contains 65930 members 
Mstep: Class 7 contains 26013 members 
Mstep: Class 8 contains 31827 members 
Mstep: Class 9 contains 38615 members 
Mstep: Class 10 contains 16512 members 
Mstep: Class 11 contains 23067 members 
Mstep: Class 12 contains 23883 members 
Mstep: Class 13 contains 225330 members 
Mstep: Class 14 contains 126846 members 
Mstep: Class 15 contains 6342 members 
Mstep: Class 16 contains 69730 members 
Mstep: Class 17 contains 15977 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7153 members 
Mstep: Class 20 contains 33082 members 
Mstep: Class 21 contains 57130 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10962 members 
Mstep: Class 24 contains 9531 members 
Mstep: Class 25 contains 711 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 241 members 
Mstep: Class 29 contains 704 members 
Mstep: Class 30 contains 17452 members 
Entering Unmasked Estep 
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Iteration 182Q: 31 clusters Score -1.584383e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232712 members 
Mstep: Class 2 contains 11100 members 
Mstep: Class 3 contains 241927 members 
Mstep: Class 4 contains 32232 members 
Mstep: Class 5 contains 5776 members 
Mstep: Class 6 contains 65909 members 
Mstep: Class 7 contains 26010 members 
Mstep: Class 8 contains 31788 members 
Mstep: Class 9 contains 38616 members 
Mstep: Class 10 contains 16514 members 
Mstep: Class 11 contains 23061 members 
Mstep: Class 12 contains 23883 members 
Mstep: Class 13 contains 225326 members 
Mstep: Class 14 contains 126850 members 
Mstep: Class 15 contains 6342 members 
Mstep: Class 16 contains 69710 members 
Mstep: Class 17 contains 15979 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7152 members 
Mstep: Class 20 contains 33076 members 
Mstep: Class 21 contains 57129 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10966 members 
Mstep: Class 24 contains 9535 members 
Mstep: Class 25 contains 710 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 242 members 
Mstep: Class 29 contains 704 members 
Mstep: Class 30 contains 17623 members 
Entering Unmasked Estep 
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Iteration 183Q: 31 clusters Score -1.584385e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232696 members 
Mstep: Class 2 contains 11103 members 
Mstep: Class 3 contains 241866 members 
Mstep: Class 4 contains 32230 members 
Mstep: Class 5 contains 5799 members 
Mstep: Class 6 contains 65886 members 
Mstep: Class 7 contains 26001 members 
Mstep: Class 8 contains 31757 members 
Mstep: Class 9 contains 38616 members 
Mstep: Class 10 contains 16517 members 
Mstep: Class 11 contains 23052 members 
Mstep: Class 12 contains 23884 members 
Mstep: Class 13 contains 225315 members 
Mstep: Class 14 contains 126849 members 
Mstep: Class 15 contains 6342 members 
Mstep: Class 16 contains 69697 members 
Mstep: Class 17 contains 15981 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7155 members 
Mstep: Class 20 contains 33066 members 
Mstep: Class 21 contains 57130 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10969 members 
Mstep: Class 24 contains 9535 members 
Mstep: Class 25 contains 710 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 244 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 17767 members 
Entering Unmasked Estep 
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Iteration 184Q: 31 clusters Score -1.584388e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232693 members 
Mstep: Class 2 contains 11106 members 
Mstep: Class 3 contains 241798 members 
Mstep: Class 4 contains 32227 members 
Mstep: Class 5 contains 5817 members 
Mstep: Class 6 contains 65869 members 
Mstep: Class 7 contains 25991 members 
Mstep: Class 8 contains 31730 members 
Mstep: Class 9 contains 38617 members 
Mstep: Class 10 contains 16520 members 
Mstep: Class 11 contains 23035 members 
Mstep: Class 12 contains 23885 members 
Mstep: Class 13 contains 225309 members 
Mstep: Class 14 contains 126855 members 
Mstep: Class 15 contains 6342 members 
Mstep: Class 16 contains 69691 members 
Mstep: Class 17 contains 15982 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7155 members 
Mstep: Class 20 contains 33065 members 
Mstep: Class 21 contains 57133 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10973 members 
Mstep: Class 24 contains 9533 members 
Mstep: Class 25 contains 706 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 702 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 17889 members 
Entering Unmasked Estep 
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Iteration 185Q: 31 clusters Score -1.584388e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232685 members 
Mstep: Class 2 contains 11109 members 
Mstep: Class 3 contains 241739 members 
Mstep: Class 4 contains 32224 members 
Mstep: Class 5 contains 5833 members 
Mstep: Class 6 contains 65854 members 
Mstep: Class 7 contains 25979 members 
Mstep: Class 8 contains 31702 members 
Mstep: Class 9 contains 38617 members 
Mstep: Class 10 contains 16525 members 
Mstep: Class 11 contains 23024 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 225293 members 
Mstep: Class 14 contains 126857 members 
Mstep: Class 15 contains 6342 members 
Mstep: Class 16 contains 69693 members 
Mstep: Class 17 contains 15985 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7156 members 
Mstep: Class 20 contains 33057 members 
Mstep: Class 21 contains 57135 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10979 members 
Mstep: Class 24 contains 9532 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 18007 members 
Entering Unmasked Estep 
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Iteration 186Q: 31 clusters Score -1.584388e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232669 members 
Mstep: Class 2 contains 11113 members 
Mstep: Class 3 contains 241664 members 
Mstep: Class 4 contains 32224 members 
Mstep: Class 5 contains 5847 members 
Mstep: Class 6 contains 65834 members 
Mstep: Class 7 contains 25978 members 
Mstep: Class 8 contains 31682 members 
Mstep: Class 9 contains 38618 members 
Mstep: Class 10 contains 16526 members 
Mstep: Class 11 contains 23013 members 
Mstep: Class 12 contains 23889 members 
Mstep: Class 13 contains 225286 members 
Mstep: Class 14 contains 126865 members 
Mstep: Class 15 contains 6342 members 
Mstep: Class 16 contains 69693 members 
Mstep: Class 17 contains 15988 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7157 members 
Mstep: Class 20 contains 33048 members 
Mstep: Class 21 contains 57134 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10983 members 
Mstep: Class 24 contains 9526 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 18136 members 
Entering Unmasked Estep 
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Iteration 187Q: 31 clusters Score -1.584388e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232651 members 
Mstep: Class 2 contains 11113 members 
Mstep: Class 3 contains 241585 members 
Mstep: Class 4 contains 32222 members 
Mstep: Class 5 contains 5875 members 
Mstep: Class 6 contains 65807 members 
Mstep: Class 7 contains 25976 members 
Mstep: Class 8 contains 31668 members 
Mstep: Class 9 contains 38618 members 
Mstep: Class 10 contains 16528 members 
Mstep: Class 11 contains 22991 members 
Mstep: Class 12 contains 23886 members 
Mstep: Class 13 contains 225287 members 
Mstep: Class 14 contains 126866 members 
Mstep: Class 15 contains 6343 members 
Mstep: Class 16 contains 69684 members 
Mstep: Class 17 contains 15990 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7161 members 
Mstep: Class 20 contains 33046 members 
Mstep: Class 21 contains 57140 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 10995 members 
Mstep: Class 24 contains 9524 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 18259 members 
Entering Unmasked Estep 
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Iteration 188Q: 31 clusters Score -1.584387e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232637 members 
Mstep: Class 2 contains 11113 members 
Mstep: Class 3 contains 241520 members 
Mstep: Class 4 contains 32223 members 
Mstep: Class 5 contains 5903 members 
Mstep: Class 6 contains 65781 members 
Mstep: Class 7 contains 25977 members 
Mstep: Class 8 contains 31651 members 
Mstep: Class 9 contains 38618 members 
Mstep: Class 10 contains 16529 members 
Mstep: Class 11 contains 22977 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 225277 members 
Mstep: Class 14 contains 126867 members 
Mstep: Class 15 contains 6344 members 
Mstep: Class 16 contains 69681 members 
Mstep: Class 17 contains 15989 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7162 members 
Mstep: Class 20 contains 33040 members 
Mstep: Class 21 contains 57144 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11003 members 
Mstep: Class 24 contains 9528 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 18363 members 
Entering Unmasked Estep 
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Iteration 189Q: 31 clusters Score -1.584388e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232630 members 
Mstep: Class 2 contains 11112 members 
Mstep: Class 3 contains 241453 members 
Mstep: Class 4 contains 32219 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 6 contains 65757 members 
Mstep: Class 7 contains 25972 members 
Mstep: Class 8 contains 31630 members 
Mstep: Class 9 contains 38618 members 
Mstep: Class 10 contains 16532 members 
Mstep: Class 11 contains 22966 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 225272 members 
Mstep: Class 14 contains 126872 members 
Mstep: Class 15 contains 6346 members 
Mstep: Class 16 contains 69679 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7163 members 
Mstep: Class 20 contains 33038 members 
Mstep: Class 21 contains 57151 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11012 members 
Mstep: Class 24 contains 9529 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 18464 members 
Entering Unmasked Estep 
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Iteration 190Q: 31 clusters Score -1.584391e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232624 members 
Mstep: Class 2 contains 11112 members 
Mstep: Class 3 contains 241416 members 
Mstep: Class 4 contains 32215 members 
Mstep: Class 5 contains 5950 members 
Mstep: Class 6 contains 65732 members 
Mstep: Class 7 contains 25968 members 
Mstep: Class 8 contains 31600 members 
Mstep: Class 9 contains 38618 members 
Mstep: Class 10 contains 16533 members 
Mstep: Class 11 contains 22962 members 
Mstep: Class 12 contains 23889 members 
Mstep: Class 13 contains 225267 members 
Mstep: Class 14 contains 126878 members 
Mstep: Class 15 contains 6346 members 
Mstep: Class 16 contains 69669 members 
Mstep: Class 17 contains 15988 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7171 members 
Mstep: Class 20 contains 33028 members 
Mstep: Class 21 contains 57158 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11015 members 
Mstep: Class 24 contains 9525 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 18550 members 
Entering Unmasked Estep 
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Iteration 191Q: 31 clusters Score -1.58439e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232617 members 
Mstep: Class 2 contains 11112 members 
Mstep: Class 3 contains 241379 members 
Mstep: Class 4 contains 32217 members 
Mstep: Class 5 contains 5972 members 
Mstep: Class 6 contains 65726 members 
Mstep: Class 7 contains 25968 members 
Mstep: Class 8 contains 31569 members 
Mstep: Class 9 contains 38620 members 
Mstep: Class 10 contains 16530 members 
Mstep: Class 11 contains 22957 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 225267 members 
Mstep: Class 14 contains 126883 members 
Mstep: Class 15 contains 6346 members 
Mstep: Class 16 contains 69656 members 
Mstep: Class 17 contains 15988 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7178 members 
Mstep: Class 20 contains 33019 members 
Mstep: Class 21 contains 57160 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11017 members 
Mstep: Class 24 contains 9521 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 18624 members 
Entering Unmasked Estep 
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Iteration 192Q: 31 clusters Score -1.584389e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232611 members 
Mstep: Class 2 contains 11111 members 
Mstep: Class 3 contains 241334 members 
Mstep: Class 4 contains 32218 members 
Mstep: Class 5 contains 5980 members 
Mstep: Class 6 contains 65733 members 
Mstep: Class 7 contains 25967 members 
Mstep: Class 8 contains 31547 members 
Mstep: Class 9 contains 38619 members 
Mstep: Class 10 contains 16531 members 
Mstep: Class 11 contains 22957 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 225261 members 
Mstep: Class 14 contains 126898 members 
Mstep: Class 15 contains 6346 members 
Mstep: Class 16 contains 69651 members 
Mstep: Class 17 contains 15988 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7183 members 
Mstep: Class 20 contains 33007 members 
Mstep: Class 21 contains 57163 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11021 members 
Mstep: Class 24 contains 9517 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 18683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439024.000000 Penalty: 104923.953125
Iteration 193Q: 31 clusters Score -1.58439e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232600 members 
Mstep: Class 2 contains 11111 members 
Mstep: Class 3 contains 241287 members 
Mstep: Class 4 contains 32218 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 65732 members 
Mstep: Class 7 contains 25968 members 
Mstep: Class 8 contains 31534 members 
Mstep: Class 9 contains 38618 members 
Mstep: Class 10 contains 16532 members 
Mstep: Class 11 contains 22958 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 225257 members 
Mstep: Class 14 contains 126904 members 
Mstep: Class 15 contains 6346 members 
Mstep: Class 16 contains 69639 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7184 members 
Mstep: Class 20 contains 33002 members 
Mstep: Class 21 contains 57169 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11024 members 
Mstep: Class 24 contains 9516 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 18747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439008.000000 Penalty: 104923.953125
Iteration 194Q: 31 clusters Score -1.58439e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232598 members 
Mstep: Class 2 contains 11108 members 
Mstep: Class 3 contains 241247 members 
Mstep: Class 4 contains 32217 members 
Mstep: Class 5 contains 6013 members 
Mstep: Class 6 contains 65723 members 
Mstep: Class 7 contains 25966 members 
Mstep: Class 8 contains 31521 members 
Mstep: Class 9 contains 38619 members 
Mstep: Class 10 contains 16532 members 
Mstep: Class 11 contains 22954 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 225254 members 
Mstep: Class 14 contains 126908 members 
Mstep: Class 15 contains 6346 members 
Mstep: Class 16 contains 69630 members 
Mstep: Class 17 contains 15984 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7189 members 
Mstep: Class 20 contains 33002 members 
Mstep: Class 21 contains 57172 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11025 members 
Mstep: Class 24 contains 9517 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 18801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439056.000000 Penalty: 104923.953125
Iteration 195Q: 31 clusters Score -1.584391e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232592 members 
Mstep: Class 2 contains 11109 members 
Mstep: Class 3 contains 241221 members 
Mstep: Class 4 contains 32217 members 
Mstep: Class 5 contains 6041 members 
Mstep: Class 6 contains 65704 members 
Mstep: Class 7 contains 25964 members 
Mstep: Class 8 contains 31507 members 
Mstep: Class 9 contains 38620 members 
Mstep: Class 10 contains 16532 members 
Mstep: Class 11 contains 22950 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 225251 members 
Mstep: Class 14 contains 126912 members 
Mstep: Class 15 contains 6346 members 
Mstep: Class 16 contains 69620 members 
Mstep: Class 17 contains 15984 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7189 members 
Mstep: Class 20 contains 32998 members 
Mstep: Class 21 contains 57177 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11026 members 
Mstep: Class 24 contains 9515 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 18852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439168.000000 Penalty: 104923.953125
Iteration 196Q: 31 clusters Score -1.584392e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232586 members 
Mstep: Class 2 contains 11111 members 
Mstep: Class 3 contains 241194 members 
Mstep: Class 4 contains 32218 members 
Mstep: Class 5 contains 6070 members 
Mstep: Class 6 contains 65693 members 
Mstep: Class 7 contains 25963 members 
Mstep: Class 8 contains 31490 members 
Mstep: Class 9 contains 38622 members 
Mstep: Class 10 contains 16533 members 
Mstep: Class 11 contains 22948 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 225249 members 
Mstep: Class 14 contains 126914 members 
Mstep: Class 15 contains 6346 members 
Mstep: Class 16 contains 69607 members 
Mstep: Class 17 contains 15983 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7189 members 
Mstep: Class 20 contains 32994 members 
Mstep: Class 21 contains 57179 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11027 members 
Mstep: Class 24 contains 9513 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 18898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439168.000000 Penalty: 104923.953125
Iteration 197Q: 31 clusters Score -1.584392e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232586 members 
Mstep: Class 2 contains 11109 members 
Mstep: Class 3 contains 241189 members 
Mstep: Class 4 contains 32218 members 
Mstep: Class 5 contains 6091 members 
Mstep: Class 6 contains 65692 members 
Mstep: Class 7 contains 25959 members 
Mstep: Class 8 contains 31468 members 
Mstep: Class 9 contains 38622 members 
Mstep: Class 10 contains 16533 members 
Mstep: Class 11 contains 22941 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 225242 members 
Mstep: Class 14 contains 126922 members 
Mstep: Class 15 contains 6346 members 
Mstep: Class 16 contains 69590 members 
Mstep: Class 17 contains 15983 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7187 members 
Mstep: Class 20 contains 32990 members 
Mstep: Class 21 contains 57182 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11028 members 
Mstep: Class 24 contains 9513 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 18936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439200.000000 Penalty: 104923.953125
Iteration 198Q: 31 clusters Score -1.584392e+08 nChanged 175
Entering ConstructFrom: 
Score: -158439200.000000 Penalty: 104923.953125
Entering ConstructFrom: 
Trying to split cluster 1 (232575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232575 members 
Entering Unmasked Estep 
Score: -28377786.000000 Penalty: 3064.528076
	Iteration 0F: 2 clusters Score -2.837779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116208 members 
Mstep: Class 2 contains 116367 members 
Entering Unmasked Estep 
Score: -28224776.000000 Penalty: 6129.056152
	Iteration 0F: 3 clusters Score -2.822478e+07 nChanged 112388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114708 members 
Mstep: Class 2 contains 117867 members 
Entering Unmasked Estep 
Score: -28290486.000000 Penalty: 6129.056152
	Iteration 1F: 3 clusters Score -2.829049e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113719 members 
Mstep: Class 2 contains 118856 members 
Entering Unmasked Estep 
Score: -28291768.000000 Penalty: 6129.056152
	Iteration 2Q: 3 clusters Score -2.829177e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111980 members 
Mstep: Class 2 contains 120595 members 
Entering Unmasked Estep 
Score: -28293346.000000 Penalty: 6129.056152
	Iteration 3Q: 3 clusters Score -2.829335e+07 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109045 members 
Mstep: Class 2 contains 123530 members 
Entering Unmasked Estep 
Score: -28295970.000000 Penalty: 6129.056152
	Iteration 4Q: 3 clusters Score -2.829597e+07 nChanged 9972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104355 members 
Mstep: Class 2 contains 128220 members 
Entering Unmasked Estep 
Score: -28299424.000000 Penalty: 6129.056152
	Iteration 5Q: 3 clusters Score -2.829942e+07 nChanged 11960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97555 members 
Mstep: Class 2 contains 135020 members 
Entering Unmasked Estep 
Score: -28304478.000000 Penalty: 6129.056152
	Iteration 6F: 3 clusters Score -2.830448e+07 nChanged 13763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88456 members 
Mstep: Class 2 contains 144119 members 
Entering Unmasked Estep 
Score: -28311338.000000 Penalty: 6129.056152
	Iteration 7F: 3 clusters Score -2.831134e+07 nChanged 14683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77455 members 
Mstep: Class 2 contains 155120 members 
Entering Unmasked Estep 
Score: -28319166.000000 Penalty: 6129.056152
	Iteration 8F: 3 clusters Score -2.831917e+07 nChanged 14540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 167190 members 
Entering Unmasked Estep 
Score: -28327008.000000 Penalty: 6129.056152
	Iteration 9F: 3 clusters Score -2.832701e+07 nChanged 13598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 179724 members 
Entering Unmasked Estep 
Score: -28335148.000000 Penalty: 6129.056152
	Iteration 10F: 3 clusters Score -2.833515e+07 nChanged 12822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 192248 members 
Entering Unmasked Estep 
Score: -28343144.000000 Penalty: 6129.056152
	Iteration 11F: 3 clusters Score -2.834314e+07 nChanged 11744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 203938 members 
Entering Unmasked Estep 
Score: -28351760.000000 Penalty: 6129.056152
	Iteration 12F: 3 clusters Score -2.835176e+07 nChanged 9782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 213694 members 
Entering Unmasked Estep 
Score: -28359814.000000 Penalty: 6129.056152
	Iteration 13Q: 3 clusters Score -2.835981e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 220861 members 
Entering Unmasked Estep 
Score: -28365868.000000 Penalty: 6129.056152
	Iteration 14Q: 3 clusters Score -2.836587e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 225381 members 
Entering Unmasked Estep 
Score: -28369684.000000 Penalty: 6129.056152
	Iteration 15Q: 3 clusters Score -2.836968e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 227989 members 
Entering Unmasked Estep 
Score: -28372030.000000 Penalty: 6129.056152
	Iteration 16Q: 3 clusters Score -2.837203e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 229398 members 
Entering Unmasked Estep 
Score: -28373320.000000 Penalty: 6129.056152
	Iteration 17Q: 3 clusters Score -2.837332e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 230158 members 
Entering Unmasked Estep 
Score: -28373892.000000 Penalty: 6129.056152
	Iteration 18Q: 3 clusters Score -2.837389e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 230597 members 
Entering Unmasked Estep 
Score: -28374386.000000 Penalty: 6129.056152
	Iteration 19Q: 3 clusters Score -2.837439e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 230850 members 
Entering Unmasked Estep 
Score: -28374624.000000 Penalty: 6129.056152
	Iteration 20F: 3 clusters Score -2.837462e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 231030 members 
Entering Unmasked Estep 
Score: -28374820.000000 Penalty: 6129.056152
	Iteration 21Q: 3 clusters Score -2.837482e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 231140 members 
Entering Unmasked Estep 
Score: -28374926.000000 Penalty: 6129.056152
	Iteration 22Q: 3 clusters Score -2.837493e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 231220 members 
Entering Unmasked Estep 
Score: -28375014.000000 Penalty: 6129.056152
	Iteration 23Q: 3 clusters Score -2.837501e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 231291 members 
Entering Unmasked Estep 
Score: -28375094.000000 Penalty: 6129.056152
	Iteration 24Q: 3 clusters Score -2.837509e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 231357 members 
Entering Unmasked Estep 
Score: -28375164.000000 Penalty: 6129.056152
	Iteration 25Q: 3 clusters Score -2.837516e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 231407 members 
Entering Unmasked Estep 
Score: -28375220.000000 Penalty: 6129.056152
	Iteration 26Q: 3 clusters Score -2.837522e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 231442 members 
Entering Unmasked Estep 
Score: -28375290.000000 Penalty: 6129.056152
	Iteration 27Q: 3 clusters Score -2.837529e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 231473 members 
Entering Unmasked Estep 
Score: -28375324.000000 Penalty: 6129.056152
	Iteration 28Q: 3 clusters Score -2.837532e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 231495 members 
Entering Unmasked Estep 
Score: -28375328.000000 Penalty: 6129.056152
	Iteration 29Q: 3 clusters Score -2.837533e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 231511 members 
Entering Unmasked Estep 
Score: -28375344.000000 Penalty: 6129.056152
	Iteration 30Q: 3 clusters Score -2.837534e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 231521 members 
Entering Unmasked Estep 
Score: -28375358.000000 Penalty: 6129.056152
	Iteration 31Q: 3 clusters Score -2.837536e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 231527 members 
Entering Unmasked Estep 
Score: -28375358.000000 Penalty: 6129.056152
	Iteration 32Q: 3 clusters Score -2.837536e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 231543 members 
Entering Unmasked Estep 
Score: -28375384.000000 Penalty: 6129.056152
	Iteration 33Q: 3 clusters Score -2.837538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 231549 members 
Entering Unmasked Estep 
Score: -28375380.000000 Penalty: 6129.056152
	Iteration 34Q: 3 clusters Score -2.837538e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 231552 members 
Entering Unmasked Estep 
Score: -28375394.000000 Penalty: 6129.056152
	Iteration 35Q: 3 clusters Score -2.837539e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 231567 members 
Entering Unmasked Estep 
Score: -28375394.000000 Penalty: 6129.056152
	Iteration 36Q: 3 clusters Score -2.837539e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 231582 members 
Entering Unmasked Estep 
Score: -28375398.000000 Penalty: 6129.056152
	Iteration 37Q: 3 clusters Score -2.83754e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 231592 members 
Entering Unmasked Estep 
Score: -28375428.000000 Penalty: 6129.056152
	Iteration 38Q: 3 clusters Score -2.837543e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 231599 members 
Entering Unmasked Estep 
Score: -28375438.000000 Penalty: 6129.056152
	Iteration 39Q: 3 clusters Score -2.837544e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 231597 members 
Entering Unmasked Estep 
Score: -28375420.000000 Penalty: 6129.056152
	Iteration 40F: 3 clusters Score -2.837542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 231602 members 
Entering Unmasked Estep 
Score: -28375432.000000 Penalty: 6129.056152
	Iteration 41Q: 3 clusters Score -2.837543e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 231610 members 
Entering Unmasked Estep 
Score: -28375438.000000 Penalty: 6129.056152
	Iteration 42Q: 3 clusters Score -2.837544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 231618 members 
Entering Unmasked Estep 
Score: -28375444.000000 Penalty: 6129.056152
	Iteration 43Q: 3 clusters Score -2.837544e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 231622 members 
Entering Unmasked Estep 
Score: -28375436.000000 Penalty: 6129.056152
	Iteration 44Q: 3 clusters Score -2.837544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 231623 members 
Entering Unmasked Estep 
Score: -28375428.000000 Penalty: 6129.056152
	Iteration 45Q: 3 clusters Score -2.837543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 231626 members 
Entering Unmasked Estep 
Score: -28375456.000000 Penalty: 6129.056152
	Iteration 46Q: 3 clusters Score -2.837546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 231629 members 
Entering Unmasked Estep 
Score: -28375452.000000 Penalty: 6129.056152
	Iteration 47Q: 3 clusters Score -2.837545e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 231632 members 
Entering Unmasked Estep 
Score: -28375460.000000 Penalty: 6129.056152
	Iteration 48Q: 3 clusters Score -2.837546e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 231634 members 
Entering Unmasked Estep 
Score: -28375452.000000 Penalty: 6129.056152
	Iteration 49Q: 3 clusters Score -2.837545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 231634 members 
Entering Unmasked Estep 
Score: -28375460.000000 Penalty: 6129.056152
	Iteration 50Q: 3 clusters Score -2.837546e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 231632 members 
Entering Unmasked Estep 
Score: -28375458.000000 Penalty: 6129.056152
	Iteration 51Q: 3 clusters Score -2.837546e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 231628 members 
Entering Unmasked Estep 
Score: -28375466.000000 Penalty: 6129.056152
	Iteration 52Q: 3 clusters Score -2.837547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 231627 members 
Entering Unmasked Estep 
Score: -28375466.000000 Penalty: 6129.056152
	Iteration 53Q: 3 clusters Score -2.837547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 231625 members 
Entering Unmasked Estep 
Score: -28375484.000000 Penalty: 6129.056152
	Iteration 54Q: 3 clusters Score -2.837548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 231624 members 
Entering Unmasked Estep 
Score: -28375482.000000 Penalty: 6129.056152
	Iteration 55Q: 3 clusters Score -2.837548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 231624 members 
Entering Unmasked Estep 
Score: -28375472.000000 Penalty: 6129.056152
	Iteration 56Q: 3 clusters Score -2.837547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 231617 members 
Entering Unmasked Estep 
Score: -28375468.000000 Penalty: 6129.056152
	Iteration 57Q: 3 clusters Score -2.837547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 231611 members 
Entering Unmasked Estep 
Score: -28375486.000000 Penalty: 6129.056152
	Iteration 58Q: 3 clusters Score -2.837549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 231611 members 
Entering Unmasked Estep 
Score: -28375474.000000 Penalty: 6129.056152
	Iteration 59Q: 3 clusters Score -2.837547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 231608 members 
Entering Unmasked Estep 
Score: -28375466.000000 Penalty: 6129.056152
	Iteration 60F: 3 clusters Score -2.837547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 231608 members 
Entering Unmasked Estep 
Score: -28375476.000000 Penalty: 6129.056152
	Iteration 61Q: 3 clusters Score -2.837548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 231610 members 
Entering Unmasked Estep 
Score: -28375470.000000 Penalty: 6129.056152
	Iteration 62Q: 3 clusters Score -2.837547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 231613 members 
Entering Unmasked Estep 
Score: -28375476.000000 Penalty: 6129.056152
	Iteration 63Q: 3 clusters Score -2.837548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 231617 members 
Entering Unmasked Estep 
Score: -28375474.000000 Penalty: 6129.056152
	Iteration 64Q: 3 clusters Score -2.837547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 231615 members 
Entering Unmasked Estep 
Score: -28375472.000000 Penalty: 6129.056152
	Iteration 65Q: 3 clusters Score -2.837547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 231613 members 
Entering Unmasked Estep 
Score: -28375468.000000 Penalty: 6129.056152
	Iteration 66Q: 3 clusters Score -2.837547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 231612 members 
Entering Unmasked Estep 
Score: -28375478.000000 Penalty: 6129.056152
	Iteration 67Q: 3 clusters Score -2.837548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 231612 members 
Entering Unmasked Estep 
Score: -28375478.000000 Penalty: 6129.056152
	Iteration 68F: 3 clusters Score -2.837548e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Entering Unmasked Estep 
Score: -1258596.000000 Penalty: 2310.224365
	Iteration 0F: 2 clusters Score -1258596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1250359.250000 Penalty: 4620.448730
	Iteration 0F: 3 clusters Score -1250359 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1252930.250000 Penalty: 4620.448730
	Iteration 1F: 3 clusters Score -1252930 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1253408.625000 Penalty: 4620.448730
	Iteration 2F: 3 clusters Score -1253409 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1253832.125000 Penalty: 4620.448730
	Iteration 3F: 3 clusters Score -1253832 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1254226.500000 Penalty: 4620.448730
	Iteration 4F: 3 clusters Score -1254226 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1254659.500000 Penalty: 4620.448730
	Iteration 5F: 3 clusters Score -1254660 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1255082.125000 Penalty: 4620.448730
	Iteration 6F: 3 clusters Score -1255082 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1255488.000000 Penalty: 4620.448730
	Iteration 7F: 3 clusters Score -1255488 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1255842.375000 Penalty: 4620.448730
	Iteration 8Q: 3 clusters Score -1255842 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1256129.750000 Penalty: 4620.448730
	Iteration 9Q: 3 clusters Score -1256130 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1256324.125000 Penalty: 4620.448730
	Iteration 10Q: 3 clusters Score -1256324 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1256461.250000 Penalty: 4620.448730
	Iteration 11Q: 3 clusters Score -1256461 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1256571.750000 Penalty: 4620.448730
	Iteration 12Q: 3 clusters Score -1256572 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1256650.750000 Penalty: 4620.448730
	Iteration 13Q: 3 clusters Score -1256651 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1256706.875000 Penalty: 4620.448730
	Iteration 14Q: 3 clusters Score -1256707 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1256746.125000 Penalty: 4620.448730
	Iteration 15Q: 3 clusters Score -1256746 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1256789.875000 Penalty: 4620.448730
	Iteration 16Q: 3 clusters Score -1256790 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1256825.000000 Penalty: 4620.448730
	Iteration 17Q: 3 clusters Score -1256825 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1256857.375000 Penalty: 4620.448730
	Iteration 18Q: 3 clusters Score -1256857 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1256898.750000 Penalty: 4620.448730
	Iteration 19Q: 3 clusters Score -1256899 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1256934.500000 Penalty: 4620.448730
	Iteration 20F: 3 clusters Score -1256934 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1256967.125000 Penalty: 4620.448730
	Iteration 21Q: 3 clusters Score -1256967 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1257005.875000 Penalty: 4620.448730
	Iteration 22Q: 3 clusters Score -1257006 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1257047.500000 Penalty: 4620.448730
	Iteration 23Q: 3 clusters Score -1257048 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1257123.625000 Penalty: 4620.448730
	Iteration 24Q: 3 clusters Score -1257124 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1257221.125000 Penalty: 4620.448730
	Iteration 25Q: 3 clusters Score -1257221 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1257315.625000 Penalty: 4620.448730
	Iteration 26Q: 3 clusters Score -1257316 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1257416.500000 Penalty: 4620.448730
	Iteration 27Q: 3 clusters Score -1257416 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1257498.375000 Penalty: 4620.448730
	Iteration 28Q: 3 clusters Score -1257498 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1257572.875000 Penalty: 4620.448730
	Iteration 29Q: 3 clusters Score -1257573 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1257624.000000 Penalty: 4620.448730
	Iteration 30Q: 3 clusters Score -1257624 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1257669.125000 Penalty: 4620.448730
	Iteration 31Q: 3 clusters Score -1257669 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1257706.375000 Penalty: 4620.448730
	Iteration 32Q: 3 clusters Score -1257706 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1257728.125000 Penalty: 4620.448730
	Iteration 33Q: 3 clusters Score -1257728 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1257744.125000 Penalty: 4620.448730
	Iteration 34Q: 3 clusters Score -1257744 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1257756.375000 Penalty: 4620.448730
	Iteration 35Q: 3 clusters Score -1257756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1257758.250000 Penalty: 4620.448730
	Iteration 36Q: 3 clusters Score -1257758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1257767.000000 Penalty: 4620.448730
	Iteration 37Q: 3 clusters Score -1257767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1257766.750000 Penalty: 4620.448730
	Iteration 38Q: 3 clusters Score -1257767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1257771.250000 Penalty: 4620.448730
	Iteration 39Q: 3 clusters Score -1257771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1257774.000000 Penalty: 4620.448730
	Iteration 40F: 3 clusters Score -1257774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1257775.875000 Penalty: 4620.448730
	Iteration 41Q: 3 clusters Score -1257776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1257779.750000 Penalty: 4620.448730
	Iteration 42Q: 3 clusters Score -1257780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1257783.875000 Penalty: 4620.448730
	Iteration 43Q: 3 clusters Score -1257784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1257785.750000 Penalty: 4620.448730
	Iteration 44Q: 3 clusters Score -1257786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1257784.000000 Penalty: 4620.448730
	Iteration 45Q: 3 clusters Score -1257784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1257785.000000 Penalty: 4620.448730
	Iteration 46Q: 3 clusters Score -1257785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1257785.250000 Penalty: 4620.448730
	Iteration 47Q: 3 clusters Score -1257785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1257785.125000 Penalty: 4620.448730
	Iteration 48Q: 3 clusters Score -1257785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1257785.125000 Penalty: 4620.448730
	Iteration 49F: 3 clusters Score -1257785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (241170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241170 members 
Entering Unmasked Estep 
Score: -29520220.000000 Penalty: 3073.527832
	Iteration 0F: 2 clusters Score -2.952022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119966 members 
Mstep: Class 2 contains 121204 members 
Entering Unmasked Estep 
Score: -29374754.000000 Penalty: 6147.055664
	Iteration 0F: 3 clusters Score -2.937475e+07 nChanged 116367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106163 members 
Mstep: Class 2 contains 135007 members 
Entering Unmasked Estep 
Score: -29445036.000000 Penalty: 6147.055664
	Iteration 1F: 3 clusters Score -2.944504e+07 nChanged 11310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96705 members 
Mstep: Class 2 contains 144465 members 
Entering Unmasked Estep 
Score: -29450298.000000 Penalty: 6147.055664
	Iteration 2Q: 3 clusters Score -2.94503e+07 nChanged 15560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82583 members 
Mstep: Class 2 contains 158587 members 
Entering Unmasked Estep 
Score: -29459208.000000 Penalty: 6147.055664
	Iteration 3F: 3 clusters Score -2.945921e+07 nChanged 19381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64168 members 
Mstep: Class 2 contains 177002 members 
Entering Unmasked Estep 
Score: -29471048.000000 Penalty: 6147.055664
	Iteration 4F: 3 clusters Score -2.947105e+07 nChanged 20771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 197237 members 
Entering Unmasked Estep 
Score: -29483408.000000 Penalty: 6147.055664
	Iteration 5F: 3 clusters Score -2.948341e+07 nChanged 18059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 215038 members 
Entering Unmasked Estep 
Score: -29495926.000000 Penalty: 6147.055664
	Iteration 6F: 3 clusters Score -2.949593e+07 nChanged 12830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 227816 members 
Entering Unmasked Estep 
Score: -29505796.000000 Penalty: 6147.055664
	Iteration 7F: 3 clusters Score -2.95058e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 235317 members 
Entering Unmasked Estep 
Score: -29512414.000000 Penalty: 6147.055664
	Iteration 8Q: 3 clusters Score -2.951241e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 238837 members 
Entering Unmasked Estep 
Score: -29515594.000000 Penalty: 6147.055664
	Iteration 9Q: 3 clusters Score -2.951559e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 240145 members 
Entering Unmasked Estep 
Score: -29516842.000000 Penalty: 6147.055664
	Iteration 10Q: 3 clusters Score -2.951684e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 240539 members 
Entering Unmasked Estep 
Score: -29517238.000000 Penalty: 6147.055664
	Iteration 11Q: 3 clusters Score -2.951724e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 240683 members 
Entering Unmasked Estep 
Score: -29517370.000000 Penalty: 6147.055664
	Iteration 12Q: 3 clusters Score -2.951737e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 240740 members 
Entering Unmasked Estep 
Score: -29517416.000000 Penalty: 6147.055664
	Iteration 13Q: 3 clusters Score -2.951742e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 240776 members 
Entering Unmasked Estep 
Score: -29517472.000000 Penalty: 6147.055664
	Iteration 14Q: 3 clusters Score -2.951747e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 240792 members 
Entering Unmasked Estep 
Score: -29517494.000000 Penalty: 6147.055664
	Iteration 15Q: 3 clusters Score -2.951749e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 240802 members 
Entering Unmasked Estep 
Score: -29517498.000000 Penalty: 6147.055664
	Iteration 16Q: 3 clusters Score -2.95175e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 240809 members 
Entering Unmasked Estep 
Score: -29517538.000000 Penalty: 6147.055664
	Iteration 17Q: 3 clusters Score -2.951754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 240811 members 
Entering Unmasked Estep 
Score: -29517538.000000 Penalty: 6147.055664
	Iteration 18Q: 3 clusters Score -2.951754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 240814 members 
Entering Unmasked Estep 
Score: -29517556.000000 Penalty: 6147.055664
	Iteration 19Q: 3 clusters Score -2.951756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 240819 members 
Entering Unmasked Estep 
Score: -29517546.000000 Penalty: 6147.055664
	Iteration 20F: 3 clusters Score -2.951755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 240824 members 
Entering Unmasked Estep 
Score: -29517562.000000 Penalty: 6147.055664
	Iteration 21Q: 3 clusters Score -2.951756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 240825 members 
Entering Unmasked Estep 
Score: -29517570.000000 Penalty: 6147.055664
	Iteration 22Q: 3 clusters Score -2.951757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 240825 members 
Entering Unmasked Estep 
Score: -29517570.000000 Penalty: 6147.055664
	Iteration 23F: 3 clusters Score -2.951757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Entering Unmasked Estep 
Score: -3925473.750000 Penalty: 2574.317383
	Iteration 0F: 2 clusters Score -3925474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -3903462.250000 Penalty: 5148.634766
	Iteration 0F: 3 clusters Score -3903462 nChanged 14504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -3911222.250000 Penalty: 5148.634766
	Iteration 1F: 3 clusters Score -3911222 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -3911705.000000 Penalty: 5148.634766
	Iteration 2Q: 3 clusters Score -3911705 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -3912132.500000 Penalty: 5148.634766
	Iteration 3Q: 3 clusters Score -3912132 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -3912503.250000 Penalty: 5148.634766
	Iteration 4Q: 3 clusters Score -3912503 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -3912875.250000 Penalty: 5148.634766
	Iteration 5Q: 3 clusters Score -3912875 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -3913225.500000 Penalty: 5148.634766
	Iteration 6Q: 3 clusters Score -3913226 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -3913606.250000 Penalty: 5148.634766
	Iteration 7Q: 3 clusters Score -3913606 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -3913972.750000 Penalty: 5148.634766
	Iteration 8Q: 3 clusters Score -3913973 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -3914373.000000 Penalty: 5148.634766
	Iteration 9Q: 3 clusters Score -3914373 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -3914778.500000 Penalty: 5148.634766
	Iteration 10Q: 3 clusters Score -3914778 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -3915216.250000 Penalty: 5148.634766
	Iteration 11Q: 3 clusters Score -3915216 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -3915632.500000 Penalty: 5148.634766
	Iteration 12Q: 3 clusters Score -3915632 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -3916118.250000 Penalty: 5148.634766
	Iteration 13Q: 3 clusters Score -3916118 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -3916623.750000 Penalty: 5148.634766
	Iteration 14Q: 3 clusters Score -3916624 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3917128.250000 Penalty: 5148.634766
	Iteration 15Q: 3 clusters Score -3917128 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -3917610.000000 Penalty: 5148.634766
	Iteration 16Q: 3 clusters Score -3917610 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -3918095.250000 Penalty: 5148.634766
	Iteration 17Q: 3 clusters Score -3918095 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -3918564.000000 Penalty: 5148.634766
	Iteration 18Q: 3 clusters Score -3918564 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -3918984.500000 Penalty: 5148.634766
	Iteration 19Q: 3 clusters Score -3918984 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -3919332.750000 Penalty: 5148.634766
	Iteration 20F: 3 clusters Score -3919333 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -3919586.500000 Penalty: 5148.634766
	Iteration 21Q: 3 clusters Score -3919586 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -3919830.250000 Penalty: 5148.634766
	Iteration 22Q: 3 clusters Score -3919830 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -3920048.000000 Penalty: 5148.634766
	Iteration 23Q: 3 clusters Score -3920048 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -3920253.000000 Penalty: 5148.634766
	Iteration 24Q: 3 clusters Score -3920253 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -3920440.250000 Penalty: 5148.634766
	Iteration 25Q: 3 clusters Score -3920440 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -3920572.500000 Penalty: 5148.634766
	Iteration 26Q: 3 clusters Score -3920572 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -3920688.500000 Penalty: 5148.634766
	Iteration 27Q: 3 clusters Score -3920688 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -3920798.250000 Penalty: 5148.634766
	Iteration 28Q: 3 clusters Score -3920798 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -3920905.000000 Penalty: 5148.634766
	Iteration 29Q: 3 clusters Score -3920905 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -3921022.000000 Penalty: 5148.634766
	Iteration 30Q: 3 clusters Score -3921022 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -3921148.250000 Penalty: 5148.634766
	Iteration 31Q: 3 clusters Score -3921148 nChanged 472
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -3921264.750000 Penalty: 5148.634766
	Iteration 32Q: 3 clusters Score -3921265 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -3921344.750000 Penalty: 5148.634766
	Iteration 33Q: 3 clusters Score -3921345 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -3921478.250000 Penalty: 5148.634766
	Iteration 34Q: 3 clusters Score -3921478 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -3921600.000000 Penalty: 5148.634766
	Iteration 35Q: 3 clusters Score -3921600 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -3921689.500000 Penalty: 5148.634766
	Iteration 36Q: 3 clusters Score -3921690 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -3921814.000000 Penalty: 5148.634766
	Iteration 37Q: 3 clusters Score -3921814 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -3921950.000000 Penalty: 5148.634766
	Iteration 38Q: 3 clusters Score -3921950 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3922107.250000 Penalty: 5148.634766
	Iteration 39Q: 3 clusters Score -3922107 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -3922258.500000 Penalty: 5148.634766
	Iteration 40F: 3 clusters Score -3922258 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -3922399.000000 Penalty: 5148.634766
	Iteration 41Q: 3 clusters Score -3922399 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -3922522.500000 Penalty: 5148.634766
	Iteration 42Q: 3 clusters Score -3922522 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -3922641.500000 Penalty: 5148.634766
	Iteration 43Q: 3 clusters Score -3922642 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -3922759.000000 Penalty: 5148.634766
	Iteration 44Q: 3 clusters Score -3922759 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -3922845.500000 Penalty: 5148.634766
	Iteration 45Q: 3 clusters Score -3922846 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -3922908.000000 Penalty: 5148.634766
	Iteration 46Q: 3 clusters Score -3922908 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -3922996.000000 Penalty: 5148.634766
	Iteration 47Q: 3 clusters Score -3922996 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -3923051.500000 Penalty: 5148.634766
	Iteration 48Q: 3 clusters Score -3923052 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -3923108.000000 Penalty: 5148.634766
	Iteration 49Q: 3 clusters Score -3923108 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -3923160.500000 Penalty: 5148.634766
	Iteration 50Q: 3 clusters Score -3923160 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -3923197.250000 Penalty: 5148.634766
	Iteration 51Q: 3 clusters Score -3923197 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -3923226.250000 Penalty: 5148.634766
	Iteration 52Q: 3 clusters Score -3923226 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -3923249.250000 Penalty: 5148.634766
	Iteration 53Q: 3 clusters Score -3923249 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -3923266.000000 Penalty: 5148.634766
	Iteration 54Q: 3 clusters Score -3923266 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -3923270.500000 Penalty: 5148.634766
	Iteration 55Q: 3 clusters Score -3923270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -3923283.750000 Penalty: 5148.634766
	Iteration 56Q: 3 clusters Score -3923284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -3923296.000000 Penalty: 5148.634766
	Iteration 57Q: 3 clusters Score -3923296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -3923318.250000 Penalty: 5148.634766
	Iteration 58Q: 3 clusters Score -3923318 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -3923330.000000 Penalty: 5148.634766
	Iteration 59Q: 3 clusters Score -3923330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -3923333.000000 Penalty: 5148.634766
	Iteration 60F: 3 clusters Score -3923333 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -3923336.000000 Penalty: 5148.634766
	Iteration 61Q: 3 clusters Score -3923336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -3923348.000000 Penalty: 5148.634766
	Iteration 62Q: 3 clusters Score -3923348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -3923352.250000 Penalty: 5148.634766
	Iteration 63Q: 3 clusters Score -3923352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -3923358.750000 Penalty: 5148.634766
	Iteration 64Q: 3 clusters Score -3923359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -3923363.500000 Penalty: 5148.634766
	Iteration 65Q: 3 clusters Score -3923364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -3923364.750000 Penalty: 5148.634766
	Iteration 66Q: 3 clusters Score -3923365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -3923361.250000 Penalty: 5148.634766
	Iteration 67Q: 3 clusters Score -3923361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -3923370.750000 Penalty: 5148.634766
	Iteration 68Q: 3 clusters Score -3923371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -3923375.250000 Penalty: 5148.634766
	Iteration 69Q: 3 clusters Score -3923375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -3923378.250000 Penalty: 5148.634766
	Iteration 70Q: 3 clusters Score -3923378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -3923387.500000 Penalty: 5148.634766
	Iteration 71Q: 3 clusters Score -3923388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -3923382.500000 Penalty: 5148.634766
	Iteration 72Q: 3 clusters Score -3923382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -3923387.250000 Penalty: 5148.634766
	Iteration 73Q: 3 clusters Score -3923387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -3923391.000000 Penalty: 5148.634766
	Iteration 74Q: 3 clusters Score -3923391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -3923395.000000 Penalty: 5148.634766
	Iteration 75Q: 3 clusters Score -3923395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -3923388.750000 Penalty: 5148.634766
	Iteration 76Q: 3 clusters Score -3923389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -3923393.000000 Penalty: 5148.634766
	Iteration 77Q: 3 clusters Score -3923393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -3923393.750000 Penalty: 5148.634766
	Iteration 78Q: 3 clusters Score -3923394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -3923399.500000 Penalty: 5148.634766
	Iteration 79Q: 3 clusters Score -3923400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -3923401.500000 Penalty: 5148.634766
	Iteration 80F: 3 clusters Score -3923402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -3923400.250000 Penalty: 5148.634766
	Iteration 81Q: 3 clusters Score -3923400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -3923395.250000 Penalty: 5148.634766
	Iteration 82Q: 3 clusters Score -3923395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -3923399.000000 Penalty: 5148.634766
	Iteration 83Q: 3 clusters Score -3923399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -3923407.750000 Penalty: 5148.634766
	Iteration 84Q: 3 clusters Score -3923408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -3923402.500000 Penalty: 5148.634766
	Iteration 85Q: 3 clusters Score -3923402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -3923405.500000 Penalty: 5148.634766
	Iteration 86Q: 3 clusters Score -3923406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -3923408.750000 Penalty: 5148.634766
	Iteration 87Q: 3 clusters Score -3923409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -3923412.000000 Penalty: 5148.634766
	Iteration 88Q: 3 clusters Score -3923412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -3923411.000000 Penalty: 5148.634766
	Iteration 89Q: 3 clusters Score -3923411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -3923414.750000 Penalty: 5148.634766
	Iteration 90Q: 3 clusters Score -3923415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -3923418.250000 Penalty: 5148.634766
	Iteration 91Q: 3 clusters Score -3923418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -3923426.750000 Penalty: 5148.634766
	Iteration 92Q: 3 clusters Score -3923427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -3923429.000000 Penalty: 5148.634766
	Iteration 93Q: 3 clusters Score -3923429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -3923432.500000 Penalty: 5148.634766
	Iteration 94Q: 3 clusters Score -3923432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -3923438.000000 Penalty: 5148.634766
	Iteration 95Q: 3 clusters Score -3923438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -3923438.000000 Penalty: 5148.634766
	Iteration 96Q: 3 clusters Score -3923438 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -3923437.500000 Penalty: 5148.634766
	Iteration 97Q: 3 clusters Score -3923438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -3923444.250000 Penalty: 5148.634766
	Iteration 98Q: 3 clusters Score -3923444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -3923448.750000 Penalty: 5148.634766
	Iteration 99Q: 3 clusters Score -3923449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -3923446.250000 Penalty: 5148.634766
	Iteration 100F: 3 clusters Score -3923446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -3923451.250000 Penalty: 5148.634766
	Iteration 101Q: 3 clusters Score -3923451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -3923441.750000 Penalty: 5148.634766
	Iteration 102Q: 3 clusters Score -3923442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -3923447.250000 Penalty: 5148.634766
	Iteration 103Q: 3 clusters Score -3923447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -3923449.500000 Penalty: 5148.634766
	Iteration 104Q: 3 clusters Score -3923450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -3923441.250000 Penalty: 5148.634766
	Iteration 105Q: 3 clusters Score -3923441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -3923448.000000 Penalty: 5148.634766
	Iteration 106Q: 3 clusters Score -3923448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -3923444.750000 Penalty: 5148.634766
	Iteration 107Q: 3 clusters Score -3923445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -3923447.250000 Penalty: 5148.634766
	Iteration 108Q: 3 clusters Score -3923447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -3923454.750000 Penalty: 5148.634766
	Iteration 109Q: 3 clusters Score -3923455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -3923453.500000 Penalty: 5148.634766
	Iteration 110Q: 3 clusters Score -3923454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -3923454.000000 Penalty: 5148.634766
	Iteration 111Q: 3 clusters Score -3923454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -3923455.500000 Penalty: 5148.634766
	Iteration 112Q: 3 clusters Score -3923456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -3923455.000000 Penalty: 5148.634766
	Iteration 113Q: 3 clusters Score -3923455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -3923455.750000 Penalty: 5148.634766
	Iteration 114Q: 3 clusters Score -3923456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -3923453.500000 Penalty: 5148.634766
	Iteration 115Q: 3 clusters Score -3923454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -3923457.000000 Penalty: 5148.634766
	Iteration 116Q: 3 clusters Score -3923457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -3923453.750000 Penalty: 5148.634766
	Iteration 117Q: 3 clusters Score -3923454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -3923452.000000 Penalty: 5148.634766
	Iteration 118Q: 3 clusters Score -3923452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -3923452.000000 Penalty: 5148.634766
	Iteration 119F: 3 clusters Score -3923452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Entering Unmasked Estep 
Score: -728308.937500 Penalty: 2162.431152
	Iteration 0F: 2 clusters Score -728308.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -723088.437500 Penalty: 4324.862305
	Iteration 0F: 3 clusters Score -723088.4 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -724440.312500 Penalty: 4324.862305
	Iteration 1F: 3 clusters Score -724440.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -724676.250000 Penalty: 4324.862305
	Iteration 2F: 3 clusters Score -724676.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -724820.562500 Penalty: 4324.862305
	Iteration 3Q: 3 clusters Score -724820.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -724929.750000 Penalty: 4324.862305
	Iteration 4Q: 3 clusters Score -724929.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -725017.562500 Penalty: 4324.862305
	Iteration 5Q: 3 clusters Score -725017.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -725086.437500 Penalty: 4324.862305
	Iteration 6Q: 3 clusters Score -725086.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -725153.125000 Penalty: 4324.862305
	Iteration 7Q: 3 clusters Score -725153.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -725208.812500 Penalty: 4324.862305
	Iteration 8Q: 3 clusters Score -725208.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -725259.187500 Penalty: 4324.862305
	Iteration 9Q: 3 clusters Score -725259.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -725311.000000 Penalty: 4324.862305
	Iteration 10Q: 3 clusters Score -725311 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -725376.125000 Penalty: 4324.862305
	Iteration 11Q: 3 clusters Score -725376.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -725450.375000 Penalty: 4324.862305
	Iteration 12Q: 3 clusters Score -725450.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -725530.187500 Penalty: 4324.862305
	Iteration 13Q: 3 clusters Score -725530.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -725604.187500 Penalty: 4324.862305
	Iteration 14Q: 3 clusters Score -725604.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -725689.937500 Penalty: 4324.862305
	Iteration 15Q: 3 clusters Score -725689.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -725771.750000 Penalty: 4324.862305
	Iteration 16Q: 3 clusters Score -725771.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -725843.687500 Penalty: 4324.862305
	Iteration 17Q: 3 clusters Score -725843.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -725900.687500 Penalty: 4324.862305
	Iteration 18Q: 3 clusters Score -725900.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -725961.000000 Penalty: 4324.862305
	Iteration 19Q: 3 clusters Score -725961 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -726036.312500 Penalty: 4324.862305
	Iteration 20F: 3 clusters Score -726036.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -726112.937500 Penalty: 4324.862305
	Iteration 21Q: 3 clusters Score -726112.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -726180.062500 Penalty: 4324.862305
	Iteration 22Q: 3 clusters Score -726180.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -726219.312500 Penalty: 4324.862305
	Iteration 23Q: 3 clusters Score -726219.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -726246.625000 Penalty: 4324.862305
	Iteration 24Q: 3 clusters Score -726246.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -726261.750000 Penalty: 4324.862305
	Iteration 25Q: 3 clusters Score -726261.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -726274.000000 Penalty: 4324.862305
	Iteration 26Q: 3 clusters Score -726274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -726283.312500 Penalty: 4324.862305
	Iteration 27Q: 3 clusters Score -726283.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -726294.687500 Penalty: 4324.862305
	Iteration 28Q: 3 clusters Score -726294.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -726312.000000 Penalty: 4324.862305
	Iteration 29Q: 3 clusters Score -726312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -726325.062500 Penalty: 4324.862305
	Iteration 30Q: 3 clusters Score -726325.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -726333.125000 Penalty: 4324.862305
	Iteration 31Q: 3 clusters Score -726333.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -726340.437500 Penalty: 4324.862305
	Iteration 32Q: 3 clusters Score -726340.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -726347.062500 Penalty: 4324.862305
	Iteration 33Q: 3 clusters Score -726347.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -726350.062500 Penalty: 4324.862305
	Iteration 34Q: 3 clusters Score -726350.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -726354.937500 Penalty: 4324.862305
	Iteration 35Q: 3 clusters Score -726354.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -726358.187500 Penalty: 4324.862305
	Iteration 36Q: 3 clusters Score -726358.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -726362.437500 Penalty: 4324.862305
	Iteration 37Q: 3 clusters Score -726362.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -726365.750000 Penalty: 4324.862305
	Iteration 38Q: 3 clusters Score -726365.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -726372.312500 Penalty: 4324.862305
	Iteration 39Q: 3 clusters Score -726372.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -726378.062500 Penalty: 4324.862305
	Iteration 40F: 3 clusters Score -726378.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -726381.437500 Penalty: 4324.862305
	Iteration 41Q: 3 clusters Score -726381.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -726382.062500 Penalty: 4324.862305
	Iteration 42Q: 3 clusters Score -726382.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -726382.937500 Penalty: 4324.862305
	Iteration 43Q: 3 clusters Score -726382.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -726383.312500 Penalty: 4324.862305
	Iteration 44Q: 3 clusters Score -726383.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -726382.687500 Penalty: 4324.862305
	Iteration 45Q: 3 clusters Score -726382.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -726382.687500 Penalty: 4324.862305
	Iteration 46F: 3 clusters Score -726382.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (65679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65679 members 
Entering Unmasked Estep 
Score: -7461509.000000 Penalty: 2750.948486
	Iteration 0F: 2 clusters Score -7461509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -7417751.500000 Penalty: 5501.896973
	Iteration 0F: 3 clusters Score -7417752 nChanged 30505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -7435571.500000 Penalty: 5501.896973
	Iteration 1F: 3 clusters Score -7435572 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -7437153.500000 Penalty: 5501.896973
	Iteration 2F: 3 clusters Score -7437154 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -7439113.500000 Penalty: 5501.896973
	Iteration 3F: 3 clusters Score -7439114 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -7441354.000000 Penalty: 5501.896973
	Iteration 4F: 3 clusters Score -7441354 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -7443671.000000 Penalty: 5501.896973
	Iteration 5F: 3 clusters Score -7443671 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -7445626.500000 Penalty: 5501.896973
	Iteration 6F: 3 clusters Score -7445626 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -7447348.000000 Penalty: 5501.896973
	Iteration 7Q: 3 clusters Score -7447348 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -7448902.500000 Penalty: 5501.896973
	Iteration 8Q: 3 clusters Score -7448902 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -7450523.000000 Penalty: 5501.896973
	Iteration 9Q: 3 clusters Score -7450523 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53741 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -7452136.000000 Penalty: 5501.896973
	Iteration 10Q: 3 clusters Score -7452136 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -7453753.500000 Penalty: 5501.896973
	Iteration 11Q: 3 clusters Score -7453754 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58305 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -7455320.000000 Penalty: 5501.896973
	Iteration 12Q: 3 clusters Score -7455320 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60045 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -7456607.500000 Penalty: 5501.896973
	Iteration 13Q: 3 clusters Score -7456608 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61389 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -7457672.000000 Penalty: 5501.896973
	Iteration 14Q: 3 clusters Score -7457672 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -7458408.000000 Penalty: 5501.896973
	Iteration 15Q: 3 clusters Score -7458408 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62867 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -7458849.000000 Penalty: 5501.896973
	Iteration 16Q: 3 clusters Score -7458849 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63236 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -7459201.000000 Penalty: 5501.896973
	Iteration 17Q: 3 clusters Score -7459201 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63483 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -7459479.500000 Penalty: 5501.896973
	Iteration 18Q: 3 clusters Score -7459480 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63650 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7459720.500000 Penalty: 5501.896973
	Iteration 19Q: 3 clusters Score -7459720 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63756 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -7460005.500000 Penalty: 5501.896973
	Iteration 20F: 3 clusters Score -7460006 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63819 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7460348.000000 Penalty: 5501.896973
	Iteration 21Q: 3 clusters Score -7460348 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63859 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -7460639.000000 Penalty: 5501.896973
	Iteration 22Q: 3 clusters Score -7460639 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63874 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -7460736.000000 Penalty: 5501.896973
	Iteration 23Q: 3 clusters Score -7460736 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63884 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7460802.500000 Penalty: 5501.896973
	Iteration 24Q: 3 clusters Score -7460802 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63875 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -7460860.500000 Penalty: 5501.896973
	Iteration 25Q: 3 clusters Score -7460860 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63858 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -7460867.000000 Penalty: 5501.896973
	Iteration 26Q: 3 clusters Score -7460867 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63850 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -7460896.000000 Penalty: 5501.896973
	Iteration 27Q: 3 clusters Score -7460896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -7460914.500000 Penalty: 5501.896973
	Iteration 28Q: 3 clusters Score -7460914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -7460909.500000 Penalty: 5501.896973
	Iteration 29Q: 3 clusters Score -7460910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -7460916.000000 Penalty: 5501.896973
	Iteration 30Q: 3 clusters Score -7460916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63843 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -7460913.500000 Penalty: 5501.896973
	Iteration 31Q: 3 clusters Score -7460914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63839 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -7460923.000000 Penalty: 5501.896973
	Iteration 32Q: 3 clusters Score -7460923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63838 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -7460930.000000 Penalty: 5501.896973
	Iteration 33Q: 3 clusters Score -7460930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63838 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -7460938.000000 Penalty: 5501.896973
	Iteration 34Q: 3 clusters Score -7460938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -7460929.000000 Penalty: 5501.896973
	Iteration 35Q: 3 clusters Score -7460929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -7460932.000000 Penalty: 5501.896973
	Iteration 36Q: 3 clusters Score -7460932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63834 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -7460938.500000 Penalty: 5501.896973
	Iteration 37Q: 3 clusters Score -7460938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63834 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -7460938.500000 Penalty: 5501.896973
	Iteration 38F: 3 clusters Score -7460938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Entering Unmasked Estep 
Score: -3178056.750000 Penalty: 2520.720947
	Iteration 0F: 2 clusters Score -3178057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -3160074.750000 Penalty: 5041.441895
	Iteration 0F: 3 clusters Score -3160075 nChanged 11646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -3166398.250000 Penalty: 5041.441895
	Iteration 1F: 3 clusters Score -3166398 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -3166842.250000 Penalty: 5041.441895
	Iteration 2Q: 3 clusters Score -3166842 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -3167227.000000 Penalty: 5041.441895
	Iteration 3Q: 3 clusters Score -3167227 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -3167582.500000 Penalty: 5041.441895
	Iteration 4Q: 3 clusters Score -3167582 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -3167926.250000 Penalty: 5041.441895
	Iteration 5Q: 3 clusters Score -3167926 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -3168328.500000 Penalty: 5041.441895
	Iteration 6Q: 3 clusters Score -3168328 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -3168835.000000 Penalty: 5041.441895
	Iteration 7Q: 3 clusters Score -3168835 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -3169408.750000 Penalty: 5041.441895
	Iteration 8Q: 3 clusters Score -3169409 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -3169994.250000 Penalty: 5041.441895
	Iteration 9Q: 3 clusters Score -3169994 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -3170520.000000 Penalty: 5041.441895
	Iteration 10Q: 3 clusters Score -3170520 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -3170977.000000 Penalty: 5041.441895
	Iteration 11Q: 3 clusters Score -3170977 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -3171424.250000 Penalty: 5041.441895
	Iteration 12Q: 3 clusters Score -3171424 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -3171837.000000 Penalty: 5041.441895
	Iteration 13Q: 3 clusters Score -3171837 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3172205.500000 Penalty: 5041.441895
	Iteration 14Q: 3 clusters Score -3172206 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -3172560.000000 Penalty: 5041.441895
	Iteration 15Q: 3 clusters Score -3172560 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -3172898.000000 Penalty: 5041.441895
	Iteration 16Q: 3 clusters Score -3172898 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3173137.750000 Penalty: 5041.441895
	Iteration 17Q: 3 clusters Score -3173138 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -3173335.500000 Penalty: 5041.441895
	Iteration 18Q: 3 clusters Score -3173336 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -3173473.750000 Penalty: 5041.441895
	Iteration 19Q: 3 clusters Score -3173474 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -3173587.000000 Penalty: 5041.441895
	Iteration 20F: 3 clusters Score -3173587 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -3173672.750000 Penalty: 5041.441895
	Iteration 21Q: 3 clusters Score -3173673 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -3173737.250000 Penalty: 5041.441895
	Iteration 22Q: 3 clusters Score -3173737 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -3173813.750000 Penalty: 5041.441895
	Iteration 23Q: 3 clusters Score -3173814 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -3173868.000000 Penalty: 5041.441895
	Iteration 24Q: 3 clusters Score -3173868 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -3173948.000000 Penalty: 5041.441895
	Iteration 25Q: 3 clusters Score -3173948 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -3174025.500000 Penalty: 5041.441895
	Iteration 26Q: 3 clusters Score -3174026 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -3174116.250000 Penalty: 5041.441895
	Iteration 27Q: 3 clusters Score -3174116 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -3174192.750000 Penalty: 5041.441895
	Iteration 28Q: 3 clusters Score -3174193 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -3174263.750000 Penalty: 5041.441895
	Iteration 29Q: 3 clusters Score -3174264 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -3174380.750000 Penalty: 5041.441895
	Iteration 30Q: 3 clusters Score -3174381 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -3174464.250000 Penalty: 5041.441895
	Iteration 31Q: 3 clusters Score -3174464 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -3174555.750000 Penalty: 5041.441895
	Iteration 32Q: 3 clusters Score -3174556 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -3174652.500000 Penalty: 5041.441895
	Iteration 33Q: 3 clusters Score -3174652 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -3174758.250000 Penalty: 5041.441895
	Iteration 34Q: 3 clusters Score -3174758 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -3174852.500000 Penalty: 5041.441895
	Iteration 35Q: 3 clusters Score -3174852 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -3174930.000000 Penalty: 5041.441895
	Iteration 36Q: 3 clusters Score -3174930 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -3175019.250000 Penalty: 5041.441895
	Iteration 37Q: 3 clusters Score -3175019 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -3175089.000000 Penalty: 5041.441895
	Iteration 38Q: 3 clusters Score -3175089 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -3175160.500000 Penalty: 5041.441895
	Iteration 39Q: 3 clusters Score -3175160 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -3175237.000000 Penalty: 5041.441895
	Iteration 40F: 3 clusters Score -3175237 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -3175297.000000 Penalty: 5041.441895
	Iteration 41Q: 3 clusters Score -3175297 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -3175339.500000 Penalty: 5041.441895
	Iteration 42Q: 3 clusters Score -3175340 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -3175397.500000 Penalty: 5041.441895
	Iteration 43Q: 3 clusters Score -3175398 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -3175434.250000 Penalty: 5041.441895
	Iteration 44Q: 3 clusters Score -3175434 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -3175485.000000 Penalty: 5041.441895
	Iteration 45Q: 3 clusters Score -3175485 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -3175531.000000 Penalty: 5041.441895
	Iteration 46Q: 3 clusters Score -3175531 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -3175579.250000 Penalty: 5041.441895
	Iteration 47Q: 3 clusters Score -3175579 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -3175604.000000 Penalty: 5041.441895
	Iteration 48Q: 3 clusters Score -3175604 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -3175655.250000 Penalty: 5041.441895
	Iteration 49Q: 3 clusters Score -3175655 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -3175677.000000 Penalty: 5041.441895
	Iteration 50Q: 3 clusters Score -3175677 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -3175698.500000 Penalty: 5041.441895
	Iteration 51Q: 3 clusters Score -3175698 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -3175717.000000 Penalty: 5041.441895
	Iteration 52Q: 3 clusters Score -3175717 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -3175722.000000 Penalty: 5041.441895
	Iteration 53Q: 3 clusters Score -3175722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -3175717.000000 Penalty: 5041.441895
	Iteration 54Q: 3 clusters Score -3175717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -3175734.750000 Penalty: 5041.441895
	Iteration 55Q: 3 clusters Score -3175735 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -3175748.500000 Penalty: 5041.441895
	Iteration 56Q: 3 clusters Score -3175748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -3175757.250000 Penalty: 5041.441895
	Iteration 57Q: 3 clusters Score -3175757 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -3175764.500000 Penalty: 5041.441895
	Iteration 58Q: 3 clusters Score -3175764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -3175781.250000 Penalty: 5041.441895
	Iteration 59Q: 3 clusters Score -3175781 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -3175790.500000 Penalty: 5041.441895
	Iteration 60F: 3 clusters Score -3175790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -3175803.500000 Penalty: 5041.441895
	Iteration 61Q: 3 clusters Score -3175804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -3175814.250000 Penalty: 5041.441895
	Iteration 62Q: 3 clusters Score -3175814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -3175816.500000 Penalty: 5041.441895
	Iteration 63Q: 3 clusters Score -3175816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -3175821.500000 Penalty: 5041.441895
	Iteration 64Q: 3 clusters Score -3175822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -3175835.250000 Penalty: 5041.441895
	Iteration 65Q: 3 clusters Score -3175835 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -3175854.500000 Penalty: 5041.441895
	Iteration 66Q: 3 clusters Score -3175854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -3175858.250000 Penalty: 5041.441895
	Iteration 67Q: 3 clusters Score -3175858 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -3175870.000000 Penalty: 5041.441895
	Iteration 68Q: 3 clusters Score -3175870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -3175883.750000 Penalty: 5041.441895
	Iteration 69Q: 3 clusters Score -3175884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -3175884.750000 Penalty: 5041.441895
	Iteration 70Q: 3 clusters Score -3175885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -3175891.000000 Penalty: 5041.441895
	Iteration 71Q: 3 clusters Score -3175891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -3175895.750000 Penalty: 5041.441895
	Iteration 72Q: 3 clusters Score -3175896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -3175895.250000 Penalty: 5041.441895
	Iteration 73Q: 3 clusters Score -3175895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -3175897.000000 Penalty: 5041.441895
	Iteration 74Q: 3 clusters Score -3175897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -3175899.500000 Penalty: 5041.441895
	Iteration 75Q: 3 clusters Score -3175900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -3175901.750000 Penalty: 5041.441895
	Iteration 76Q: 3 clusters Score -3175902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -3175912.250000 Penalty: 5041.441895
	Iteration 77Q: 3 clusters Score -3175912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -3175914.000000 Penalty: 5041.441895
	Iteration 78Q: 3 clusters Score -3175914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -3175919.750000 Penalty: 5041.441895
	Iteration 79Q: 3 clusters Score -3175920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -3175911.250000 Penalty: 5041.441895
	Iteration 80F: 3 clusters Score -3175911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -3175913.000000 Penalty: 5041.441895
	Iteration 81Q: 3 clusters Score -3175913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3175915.750000 Penalty: 5041.441895
	Iteration 82Q: 3 clusters Score -3175916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -3175917.500000 Penalty: 5041.441895
	Iteration 83Q: 3 clusters Score -3175918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -3175919.750000 Penalty: 5041.441895
	Iteration 84Q: 3 clusters Score -3175920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -3175917.250000 Penalty: 5041.441895
	Iteration 85Q: 3 clusters Score -3175917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -3175919.500000 Penalty: 5041.441895
	Iteration 86Q: 3 clusters Score -3175920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -3175925.000000 Penalty: 5041.441895
	Iteration 87Q: 3 clusters Score -3175925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -3175924.500000 Penalty: 5041.441895
	Iteration 88Q: 3 clusters Score -3175924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -3175924.750000 Penalty: 5041.441895
	Iteration 89Q: 3 clusters Score -3175925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -3175924.750000 Penalty: 5041.441895
	Iteration 90F: 3 clusters Score -3175925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Entering Unmasked Estep 
Score: -3846855.250000 Penalty: 2568.373535
	Iteration 0F: 2 clusters Score -3846855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -3825422.750000 Penalty: 5136.747070
	Iteration 0F: 3 clusters Score -3825423 nChanged 14284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -3833144.500000 Penalty: 5136.747070
	Iteration 1F: 3 clusters Score -3833144 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -3833600.000000 Penalty: 5136.747070
	Iteration 2Q: 3 clusters Score -3833600 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -3834052.000000 Penalty: 5136.747070
	Iteration 3Q: 3 clusters Score -3834052 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -3834502.000000 Penalty: 5136.747070
	Iteration 4Q: 3 clusters Score -3834502 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -3835045.000000 Penalty: 5136.747070
	Iteration 5Q: 3 clusters Score -3835045 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3835782.750000 Penalty: 5136.747070
	Iteration 6Q: 3 clusters Score -3835783 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -3836848.500000 Penalty: 5136.747070
	Iteration 7F: 3 clusters Score -3836848 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -3838278.500000 Penalty: 5136.747070
	Iteration 8F: 3 clusters Score -3838278 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -3839993.250000 Penalty: 5136.747070
	Iteration 9F: 3 clusters Score -3839993 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -3841749.000000 Penalty: 5136.747070
	Iteration 10F: 3 clusters Score -3841749 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3842991.500000 Penalty: 5136.747070
	Iteration 11Q: 3 clusters Score -3842992 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3843706.000000 Penalty: 5136.747070
	Iteration 12Q: 3 clusters Score -3843706 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3844117.000000 Penalty: 5136.747070
	Iteration 13Q: 3 clusters Score -3844117 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3844322.750000 Penalty: 5136.747070
	Iteration 14Q: 3 clusters Score -3844323 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3844454.250000 Penalty: 5136.747070
	Iteration 15Q: 3 clusters Score -3844454 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3844527.500000 Penalty: 5136.747070
	Iteration 16Q: 3 clusters Score -3844528 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3844612.500000 Penalty: 5136.747070
	Iteration 17Q: 3 clusters Score -3844612 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3844658.000000 Penalty: 5136.747070
	Iteration 18Q: 3 clusters Score -3844658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3844689.000000 Penalty: 5136.747070
	Iteration 19Q: 3 clusters Score -3844689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3844710.500000 Penalty: 5136.747070
	Iteration 20F: 3 clusters Score -3844710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3844719.000000 Penalty: 5136.747070
	Iteration 21Q: 3 clusters Score -3844719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3844722.000000 Penalty: 5136.747070
	Iteration 22Q: 3 clusters Score -3844722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3844732.000000 Penalty: 5136.747070
	Iteration 23Q: 3 clusters Score -3844732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3844735.000000 Penalty: 5136.747070
	Iteration 24Q: 3 clusters Score -3844735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3844734.750000 Penalty: 5136.747070
	Iteration 25Q: 3 clusters Score -3844735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3844747.500000 Penalty: 5136.747070
	Iteration 26Q: 3 clusters Score -3844748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3844744.500000 Penalty: 5136.747070
	Iteration 27Q: 3 clusters Score -3844744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3844744.500000 Penalty: 5136.747070
	Iteration 28F: 3 clusters Score -3844744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Entering Unmasked Estep 
Score: -4729111.000000 Penalty: 2619.264648
	Iteration 0F: 2 clusters Score -4729111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -4702950.000000 Penalty: 5238.529297
	Iteration 0F: 3 clusters Score -4702950 nChanged 17587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -4712637.500000 Penalty: 5238.529297
	Iteration 1F: 3 clusters Score -4712638 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -4713252.000000 Penalty: 5238.529297
	Iteration 2Q: 3 clusters Score -4713252 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -4713919.000000 Penalty: 5238.529297
	Iteration 3Q: 3 clusters Score -4713919 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -4714723.500000 Penalty: 5238.529297
	Iteration 4Q: 3 clusters Score -4714724 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -4715987.500000 Penalty: 5238.529297
	Iteration 5F: 3 clusters Score -4715988 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -4717704.000000 Penalty: 5238.529297
	Iteration 6F: 3 clusters Score -4717704 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -4719852.500000 Penalty: 5238.529297
	Iteration 7F: 3 clusters Score -4719852 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -4722028.500000 Penalty: 5238.529297
	Iteration 8F: 3 clusters Score -4722028 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -4723773.000000 Penalty: 5238.529297
	Iteration 9F: 3 clusters Score -4723773 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -4724973.500000 Penalty: 5238.529297
	Iteration 10Q: 3 clusters Score -4724974 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4725780.500000 Penalty: 5238.529297
	Iteration 11Q: 3 clusters Score -4725780 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4726288.000000 Penalty: 5238.529297
	Iteration 12Q: 3 clusters Score -4726288 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4726525.500000 Penalty: 5238.529297
	Iteration 13Q: 3 clusters Score -4726526 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4726708.000000 Penalty: 5238.529297
	Iteration 14Q: 3 clusters Score -4726708 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4726799.000000 Penalty: 5238.529297
	Iteration 15Q: 3 clusters Score -4726799 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4726859.500000 Penalty: 5238.529297
	Iteration 16Q: 3 clusters Score -4726860 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4726911.000000 Penalty: 5238.529297
	Iteration 17Q: 3 clusters Score -4726911 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4726937.500000 Penalty: 5238.529297
	Iteration 18Q: 3 clusters Score -4726938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4726950.500000 Penalty: 5238.529297
	Iteration 19Q: 3 clusters Score -4726950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4726962.000000 Penalty: 5238.529297
	Iteration 20F: 3 clusters Score -4726962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4726972.000000 Penalty: 5238.529297
	Iteration 21Q: 3 clusters Score -4726972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4726974.500000 Penalty: 5238.529297
	Iteration 22Q: 3 clusters Score -4726974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4726983.500000 Penalty: 5238.529297
	Iteration 23Q: 3 clusters Score -4726984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4726989.000000 Penalty: 5238.529297
	Iteration 24Q: 3 clusters Score -4726989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4726987.000000 Penalty: 5238.529297
	Iteration 25Q: 3 clusters Score -4726987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4726985.500000 Penalty: 5238.529297
	Iteration 26Q: 3 clusters Score -4726986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4726990.500000 Penalty: 5238.529297
	Iteration 27Q: 3 clusters Score -4726990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4726996.500000 Penalty: 5238.529297
	Iteration 28Q: 3 clusters Score -4726996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4726996.500000 Penalty: 5238.529297
	Iteration 29F: 3 clusters Score -4726996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Entering Unmasked Estep 
Score: -2008888.250000 Penalty: 2408.837158
	Iteration 0F: 2 clusters Score -2008888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1997033.625000 Penalty: 4817.674316
	Iteration 0F: 3 clusters Score -1997034 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2000845.500000 Penalty: 4817.674316
	Iteration 1F: 3 clusters Score -2000846 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2001292.750000 Penalty: 4817.674316
	Iteration 2F: 3 clusters Score -2001293 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2001705.000000 Penalty: 4817.674316
	Iteration 3F: 3 clusters Score -2001705 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2002093.375000 Penalty: 4817.674316
	Iteration 4Q: 3 clusters Score -2002093 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2002446.250000 Penalty: 4817.674316
	Iteration 5Q: 3 clusters Score -2002446 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2002816.750000 Penalty: 4817.674316
	Iteration 6Q: 3 clusters Score -2002817 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2003228.625000 Penalty: 4817.674316
	Iteration 7Q: 3 clusters Score -2003229 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2003696.250000 Penalty: 4817.674316
	Iteration 8Q: 3 clusters Score -2003696 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2004211.375000 Penalty: 4817.674316
	Iteration 9F: 3 clusters Score -2004211 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2004747.500000 Penalty: 4817.674316
	Iteration 10Q: 3 clusters Score -2004748 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2005206.125000 Penalty: 4817.674316
	Iteration 11Q: 3 clusters Score -2005206 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2005615.375000 Penalty: 4817.674316
	Iteration 12Q: 3 clusters Score -2005615 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2005951.625000 Penalty: 4817.674316
	Iteration 13Q: 3 clusters Score -2005952 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2006208.250000 Penalty: 4817.674316
	Iteration 14Q: 3 clusters Score -2006208 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2006437.750000 Penalty: 4817.674316
	Iteration 15Q: 3 clusters Score -2006438 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2006612.125000 Penalty: 4817.674316
	Iteration 16Q: 3 clusters Score -2006612 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2006761.750000 Penalty: 4817.674316
	Iteration 17Q: 3 clusters Score -2006762 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2006878.000000 Penalty: 4817.674316
	Iteration 18Q: 3 clusters Score -2006878 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2006958.250000 Penalty: 4817.674316
	Iteration 19Q: 3 clusters Score -2006958 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2007018.000000 Penalty: 4817.674316
	Iteration 20F: 3 clusters Score -2007018 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2007063.625000 Penalty: 4817.674316
	Iteration 21Q: 3 clusters Score -2007064 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2007108.250000 Penalty: 4817.674316
	Iteration 22Q: 3 clusters Score -2007108 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2007144.500000 Penalty: 4817.674316
	Iteration 23Q: 3 clusters Score -2007144 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2007180.750000 Penalty: 4817.674316
	Iteration 24Q: 3 clusters Score -2007181 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2007204.375000 Penalty: 4817.674316
	Iteration 25Q: 3 clusters Score -2007204 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2007227.000000 Penalty: 4817.674316
	Iteration 26Q: 3 clusters Score -2007227 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2007247.000000 Penalty: 4817.674316
	Iteration 27Q: 3 clusters Score -2007247 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2007265.500000 Penalty: 4817.674316
	Iteration 28Q: 3 clusters Score -2007266 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2007288.125000 Penalty: 4817.674316
	Iteration 29Q: 3 clusters Score -2007288 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2007296.500000 Penalty: 4817.674316
	Iteration 30Q: 3 clusters Score -2007296 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2007318.625000 Penalty: 4817.674316
	Iteration 31Q: 3 clusters Score -2007319 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2007332.750000 Penalty: 4817.674316
	Iteration 32Q: 3 clusters Score -2007333 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2007343.875000 Penalty: 4817.674316
	Iteration 33Q: 3 clusters Score -2007344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2007341.250000 Penalty: 4817.674316
	Iteration 34Q: 3 clusters Score -2007341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2007343.750000 Penalty: 4817.674316
	Iteration 35Q: 3 clusters Score -2007344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2007343.750000 Penalty: 4817.674316
	Iteration 36Q: 3 clusters Score -2007344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2007345.125000 Penalty: 4817.674316
	Iteration 37Q: 3 clusters Score -2007345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2007349.250000 Penalty: 4817.674316
	Iteration 38Q: 3 clusters Score -2007349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2007348.625000 Penalty: 4817.674316
	Iteration 39Q: 3 clusters Score -2007349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2007350.125000 Penalty: 4817.674316
	Iteration 40F: 3 clusters Score -2007350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2007353.125000 Penalty: 4817.674316
	Iteration 41Q: 3 clusters Score -2007353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2007352.375000 Penalty: 4817.674316
	Iteration 42Q: 3 clusters Score -2007352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2007351.875000 Penalty: 4817.674316
	Iteration 43Q: 3 clusters Score -2007352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2007352.250000 Penalty: 4817.674316
	Iteration 44Q: 3 clusters Score -2007352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2007352.875000 Penalty: 4817.674316
	Iteration 45Q: 3 clusters Score -2007353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2007352.500000 Penalty: 4817.674316
	Iteration 46Q: 3 clusters Score -2007352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2007354.375000 Penalty: 4817.674316
	Iteration 47Q: 3 clusters Score -2007354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2007355.250000 Penalty: 4817.674316
	Iteration 48Q: 3 clusters Score -2007355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2007359.875000 Penalty: 4817.674316
	Iteration 49Q: 3 clusters Score -2007360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2007359.125000 Penalty: 4817.674316
	Iteration 50Q: 3 clusters Score -2007359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2007358.250000 Penalty: 4817.674316
	Iteration 51Q: 3 clusters Score -2007358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2007355.750000 Penalty: 4817.674316
	Iteration 52Q: 3 clusters Score -2007356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2007355.875000 Penalty: 4817.674316
	Iteration 53Q: 3 clusters Score -2007356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2007355.000000 Penalty: 4817.674316
	Iteration 54Q: 3 clusters Score -2007355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2007357.250000 Penalty: 4817.674316
	Iteration 55Q: 3 clusters Score -2007357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2007356.750000 Penalty: 4817.674316
	Iteration 56Q: 3 clusters Score -2007357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2007356.750000 Penalty: 4817.674316
	Iteration 57F: 3 clusters Score -2007357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Entering Unmasked Estep 
Score: -2776188.500000 Penalty: 2489.991699
	Iteration 0F: 2 clusters Score -2776188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2760227.500000 Penalty: 4979.983398
	Iteration 0F: 3 clusters Score -2760228 nChanged 10206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2765692.000000 Penalty: 4979.983398
	Iteration 1F: 3 clusters Score -2765692 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2766086.250000 Penalty: 4979.983398
	Iteration 2Q: 3 clusters Score -2766086 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2766466.250000 Penalty: 4979.983398
	Iteration 3Q: 3 clusters Score -2766466 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2766892.250000 Penalty: 4979.983398
	Iteration 4Q: 3 clusters Score -2766892 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2767363.500000 Penalty: 4979.983398
	Iteration 5Q: 3 clusters Score -2767364 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2767948.000000 Penalty: 4979.983398
	Iteration 6Q: 3 clusters Score -2767948 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2768685.750000 Penalty: 4979.983398
	Iteration 7F: 3 clusters Score -2768686 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2769504.500000 Penalty: 4979.983398
	Iteration 8F: 3 clusters Score -2769504 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2770388.500000 Penalty: 4979.983398
	Iteration 9F: 3 clusters Score -2770388 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2771237.250000 Penalty: 4979.983398
	Iteration 10Q: 3 clusters Score -2771237 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2771996.500000 Penalty: 4979.983398
	Iteration 11Q: 3 clusters Score -2771996 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2772613.500000 Penalty: 4979.983398
	Iteration 12Q: 3 clusters Score -2772614 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2773028.000000 Penalty: 4979.983398
	Iteration 13Q: 3 clusters Score -2773028 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2773328.250000 Penalty: 4979.983398
	Iteration 14Q: 3 clusters Score -2773328 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2773527.000000 Penalty: 4979.983398
	Iteration 15Q: 3 clusters Score -2773527 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2773679.750000 Penalty: 4979.983398
	Iteration 16Q: 3 clusters Score -2773680 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2773799.250000 Penalty: 4979.983398
	Iteration 17Q: 3 clusters Score -2773799 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2773859.000000 Penalty: 4979.983398
	Iteration 18Q: 3 clusters Score -2773859 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2773933.000000 Penalty: 4979.983398
	Iteration 19Q: 3 clusters Score -2773933 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2773982.750000 Penalty: 4979.983398
	Iteration 20F: 3 clusters Score -2773983 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2774055.000000 Penalty: 4979.983398
	Iteration 21Q: 3 clusters Score -2774055 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2774104.750000 Penalty: 4979.983398
	Iteration 22Q: 3 clusters Score -2774105 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2774146.250000 Penalty: 4979.983398
	Iteration 23Q: 3 clusters Score -2774146 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2774170.750000 Penalty: 4979.983398
	Iteration 24Q: 3 clusters Score -2774171 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2774203.250000 Penalty: 4979.983398
	Iteration 25Q: 3 clusters Score -2774203 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2774227.500000 Penalty: 4979.983398
	Iteration 26Q: 3 clusters Score -2774228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2774254.750000 Penalty: 4979.983398
	Iteration 27Q: 3 clusters Score -2774255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2774262.250000 Penalty: 4979.983398
	Iteration 28Q: 3 clusters Score -2774262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2774273.750000 Penalty: 4979.983398
	Iteration 29Q: 3 clusters Score -2774274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2774293.500000 Penalty: 4979.983398
	Iteration 30Q: 3 clusters Score -2774294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2774314.250000 Penalty: 4979.983398
	Iteration 31Q: 3 clusters Score -2774314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2774321.750000 Penalty: 4979.983398
	Iteration 32Q: 3 clusters Score -2774322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2774337.750000 Penalty: 4979.983398
	Iteration 33Q: 3 clusters Score -2774338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2774340.250000 Penalty: 4979.983398
	Iteration 34Q: 3 clusters Score -2774340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2774351.500000 Penalty: 4979.983398
	Iteration 35Q: 3 clusters Score -2774352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2774359.000000 Penalty: 4979.983398
	Iteration 36Q: 3 clusters Score -2774359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2774361.000000 Penalty: 4979.983398
	Iteration 37Q: 3 clusters Score -2774361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2774360.750000 Penalty: 4979.983398
	Iteration 38Q: 3 clusters Score -2774361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2774364.500000 Penalty: 4979.983398
	Iteration 39Q: 3 clusters Score -2774364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2774366.000000 Penalty: 4979.983398
	Iteration 40F: 3 clusters Score -2774366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Entering Unmasked Estep 
Score: -2955946.750000 Penalty: 2500.120605
	Iteration 0F: 2 clusters Score -2955947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2939366.500000 Penalty: 5000.241211
	Iteration 0F: 3 clusters Score -2939366 nChanged 10579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2945056.000000 Penalty: 5000.241211
	Iteration 1F: 3 clusters Score -2945056 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2945494.750000 Penalty: 5000.241211
	Iteration 2F: 3 clusters Score -2945495 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2945890.250000 Penalty: 5000.241211
	Iteration 3Q: 3 clusters Score -2945890 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2946291.250000 Penalty: 5000.241211
	Iteration 4Q: 3 clusters Score -2946291 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2946776.500000 Penalty: 5000.241211
	Iteration 5Q: 3 clusters Score -2946776 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2947447.250000 Penalty: 5000.241211
	Iteration 6F: 3 clusters Score -2947447 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2948250.750000 Penalty: 5000.241211
	Iteration 7F: 3 clusters Score -2948251 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2949184.250000 Penalty: 5000.241211
	Iteration 8F: 3 clusters Score -2949184 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2950175.750000 Penalty: 5000.241211
	Iteration 9F: 3 clusters Score -2950176 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2951051.750000 Penalty: 5000.241211
	Iteration 10F: 3 clusters Score -2951052 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2951800.250000 Penalty: 5000.241211
	Iteration 11Q: 3 clusters Score -2951800 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2952383.500000 Penalty: 5000.241211
	Iteration 12Q: 3 clusters Score -2952384 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -2952834.500000 Penalty: 5000.241211
	Iteration 13Q: 3 clusters Score -2952834 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -2953148.500000 Penalty: 5000.241211
	Iteration 14Q: 3 clusters Score -2953148 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2953365.500000 Penalty: 5000.241211
	Iteration 15Q: 3 clusters Score -2953366 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -2953527.000000 Penalty: 5000.241211
	Iteration 16Q: 3 clusters Score -2953527 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -2953651.000000 Penalty: 5000.241211
	Iteration 17Q: 3 clusters Score -2953651 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -2953743.000000 Penalty: 5000.241211
	Iteration 18Q: 3 clusters Score -2953743 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -2953798.750000 Penalty: 5000.241211
	Iteration 19Q: 3 clusters Score -2953799 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -2953841.750000 Penalty: 5000.241211
	Iteration 20F: 3 clusters Score -2953842 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -2953876.250000 Penalty: 5000.241211
	Iteration 21Q: 3 clusters Score -2953876 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -2953896.500000 Penalty: 5000.241211
	Iteration 22Q: 3 clusters Score -2953896 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -2953914.750000 Penalty: 5000.241211
	Iteration 23Q: 3 clusters Score -2953915 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2953934.750000 Penalty: 5000.241211
	Iteration 24Q: 3 clusters Score -2953935 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -2953939.250000 Penalty: 5000.241211
	Iteration 25Q: 3 clusters Score -2953939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -2953951.000000 Penalty: 5000.241211
	Iteration 26Q: 3 clusters Score -2953951 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -2953961.000000 Penalty: 5000.241211
	Iteration 27Q: 3 clusters Score -2953961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -2953968.250000 Penalty: 5000.241211
	Iteration 28Q: 3 clusters Score -2953968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -2953972.750000 Penalty: 5000.241211
	Iteration 29Q: 3 clusters Score -2953973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -2953970.000000 Penalty: 5000.241211
	Iteration 30Q: 3 clusters Score -2953970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -2953968.500000 Penalty: 5000.241211
	Iteration 31Q: 3 clusters Score -2953968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -2953977.250000 Penalty: 5000.241211
	Iteration 32Q: 3 clusters Score -2953977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -2953979.250000 Penalty: 5000.241211
	Iteration 33Q: 3 clusters Score -2953979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -2953984.750000 Penalty: 5000.241211
	Iteration 34Q: 3 clusters Score -2953985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -2953987.250000 Penalty: 5000.241211
	Iteration 35Q: 3 clusters Score -2953987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -2953991.250000 Penalty: 5000.241211
	Iteration 36Q: 3 clusters Score -2953991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -2953987.250000 Penalty: 5000.241211
	Iteration 37Q: 3 clusters Score -2953987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -2953986.000000 Penalty: 5000.241211
	Iteration 38Q: 3 clusters Score -2953986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -2953989.750000 Penalty: 5000.241211
	Iteration 39Q: 3 clusters Score -2953990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -2953987.000000 Penalty: 5000.241211
	Iteration 40F: 3 clusters Score -2953987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -2953987.000000 Penalty: 5000.241211
	Iteration 41Q: 3 clusters Score -2953987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -2953988.250000 Penalty: 5000.241211
	Iteration 42Q: 3 clusters Score -2953988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -2953990.000000 Penalty: 5000.241211
	Iteration 43Q: 3 clusters Score -2953990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -2953989.750000 Penalty: 5000.241211
	Iteration 44Q: 3 clusters Score -2953990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -2953989.250000 Penalty: 5000.241211
	Iteration 45Q: 3 clusters Score -2953989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -2953989.250000 Penalty: 5000.241211
	Iteration 46F: 3 clusters Score -2953989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (225236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225236 members 
Entering Unmasked Estep 
Score: -27223392.000000 Penalty: 3056.576416
	Iteration 0F: 2 clusters Score -2.722339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112679 members 
Mstep: Class 2 contains 112557 members 
Entering Unmasked Estep 
Score: -27073032.000000 Penalty: 6113.152832
	Iteration 0F: 3 clusters Score -2.707303e+07 nChanged 108710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112951 members 
Mstep: Class 2 contains 112285 members 
Entering Unmasked Estep 
Score: -27135366.000000 Penalty: 6113.152832
	Iteration 1F: 3 clusters Score -2.713537e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113467 members 
Mstep: Class 2 contains 111769 members 
Entering Unmasked Estep 
Score: -27136512.000000 Penalty: 6113.152832
	Iteration 2Q: 3 clusters Score -2.713651e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114436 members 
Mstep: Class 2 contains 110800 members 
Entering Unmasked Estep 
Score: -27138128.000000 Penalty: 6113.152832
	Iteration 3Q: 3 clusters Score -2.713813e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116160 members 
Mstep: Class 2 contains 109076 members 
Entering Unmasked Estep 
Score: -27140364.000000 Penalty: 6113.152832
	Iteration 4Q: 3 clusters Score -2.714036e+07 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119004 members 
Mstep: Class 2 contains 106232 members 
Entering Unmasked Estep 
Score: -27143504.000000 Penalty: 6113.152832
	Iteration 5Q: 3 clusters Score -2.71435e+07 nChanged 10237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123325 members 
Mstep: Class 2 contains 101911 members 
Entering Unmasked Estep 
Score: -27147538.000000 Penalty: 6113.152832
	Iteration 6Q: 3 clusters Score -2.714754e+07 nChanged 11611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129546 members 
Mstep: Class 2 contains 95690 members 
Entering Unmasked Estep 
Score: -27151990.000000 Penalty: 6113.152832
	Iteration 7F: 3 clusters Score -2.715199e+07 nChanged 12696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137934 members 
Mstep: Class 2 contains 87302 members 
Entering Unmasked Estep 
Score: -27157950.000000 Penalty: 6113.152832
	Iteration 8F: 3 clusters Score -2.715795e+07 nChanged 13383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148381 members 
Mstep: Class 2 contains 76855 members 
Entering Unmasked Estep 
Score: -27164836.000000 Penalty: 6113.152832
	Iteration 9F: 3 clusters Score -2.716484e+07 nChanged 13447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160134 members 
Mstep: Class 2 contains 65102 members 
Entering Unmasked Estep 
Score: -27172204.000000 Penalty: 6113.152832
	Iteration 10F: 3 clusters Score -2.71722e+07 nChanged 13077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172555 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -27179914.000000 Penalty: 6113.152832
	Iteration 11F: 3 clusters Score -2.717991e+07 nChanged 12369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184790 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -27188212.000000 Penalty: 6113.152832
	Iteration 12F: 3 clusters Score -2.718821e+07 nChanged 11710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196484 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -27197094.000000 Penalty: 6113.152832
	Iteration 13F: 3 clusters Score -2.719709e+07 nChanged 10194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206676 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -27205652.000000 Penalty: 6113.152832
	Iteration 14Q: 3 clusters Score -2.720565e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214305 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -27212374.000000 Penalty: 6113.152832
	Iteration 15Q: 3 clusters Score -2.721237e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218971 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -27216556.000000 Penalty: 6113.152832
	Iteration 16Q: 3 clusters Score -2.721656e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221441 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -27218634.000000 Penalty: 6113.152832
	Iteration 17Q: 3 clusters Score -2.721863e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222617 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -27219642.000000 Penalty: 6113.152832
	Iteration 18Q: 3 clusters Score -2.721964e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223182 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -27220156.000000 Penalty: 6113.152832
	Iteration 19Q: 3 clusters Score -2.722016e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223429 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -27220460.000000 Penalty: 6113.152832
	Iteration 20F: 3 clusters Score -2.722046e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223589 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -27220612.000000 Penalty: 6113.152832
	Iteration 21Q: 3 clusters Score -2.722061e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223691 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -27220712.000000 Penalty: 6113.152832
	Iteration 22Q: 3 clusters Score -2.722071e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223760 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -27220818.000000 Penalty: 6113.152832
	Iteration 23Q: 3 clusters Score -2.722082e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223806 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -27220844.000000 Penalty: 6113.152832
	Iteration 24Q: 3 clusters Score -2.722084e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223833 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -27220906.000000 Penalty: 6113.152832
	Iteration 25Q: 3 clusters Score -2.722091e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223855 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -27220978.000000 Penalty: 6113.152832
	Iteration 26Q: 3 clusters Score -2.722098e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223878 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -27220986.000000 Penalty: 6113.152832
	Iteration 27Q: 3 clusters Score -2.722099e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223891 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -27220992.000000 Penalty: 6113.152832
	Iteration 28Q: 3 clusters Score -2.722099e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223905 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -27221002.000000 Penalty: 6113.152832
	Iteration 29Q: 3 clusters Score -2.7221e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223919 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -27220984.000000 Penalty: 6113.152832
	Iteration 30Q: 3 clusters Score -2.722098e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223935 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -27221058.000000 Penalty: 6113.152832
	Iteration 31Q: 3 clusters Score -2.722106e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223944 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -27221052.000000 Penalty: 6113.152832
	Iteration 32Q: 3 clusters Score -2.722105e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223952 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -27221076.000000 Penalty: 6113.152832
	Iteration 33Q: 3 clusters Score -2.722108e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223954 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -27221050.000000 Penalty: 6113.152832
	Iteration 34Q: 3 clusters Score -2.722105e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223958 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -27221102.000000 Penalty: 6113.152832
	Iteration 35Q: 3 clusters Score -2.72211e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223963 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -27221106.000000 Penalty: 6113.152832
	Iteration 36Q: 3 clusters Score -2.722111e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223961 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -27221114.000000 Penalty: 6113.152832
	Iteration 37Q: 3 clusters Score -2.722111e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223965 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -27221124.000000 Penalty: 6113.152832
	Iteration 38Q: 3 clusters Score -2.722112e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223970 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -27221146.000000 Penalty: 6113.152832
	Iteration 39Q: 3 clusters Score -2.722115e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223977 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -27221132.000000 Penalty: 6113.152832
	Iteration 40F: 3 clusters Score -2.722113e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223982 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -27221146.000000 Penalty: 6113.152832
	Iteration 41Q: 3 clusters Score -2.722115e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223976 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -27221182.000000 Penalty: 6113.152832
	Iteration 42Q: 3 clusters Score -2.722118e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223968 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -27221176.000000 Penalty: 6113.152832
	Iteration 43Q: 3 clusters Score -2.722118e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223962 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -27221176.000000 Penalty: 6113.152832
	Iteration 44Q: 3 clusters Score -2.722118e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223961 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -27221166.000000 Penalty: 6113.152832
	Iteration 45Q: 3 clusters Score -2.722117e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223963 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -27221186.000000 Penalty: 6113.152832
	Iteration 46Q: 3 clusters Score -2.722119e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223949 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -27221230.000000 Penalty: 6113.152832
	Iteration 47Q: 3 clusters Score -2.722123e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223952 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -27221246.000000 Penalty: 6113.152832
	Iteration 48Q: 3 clusters Score -2.722125e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223950 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -27221222.000000 Penalty: 6113.152832
	Iteration 49Q: 3 clusters Score -2.722122e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223949 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -27221244.000000 Penalty: 6113.152832
	Iteration 50Q: 3 clusters Score -2.722124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223947 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -27221276.000000 Penalty: 6113.152832
	Iteration 51Q: 3 clusters Score -2.722128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223945 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -27221254.000000 Penalty: 6113.152832
	Iteration 52Q: 3 clusters Score -2.722125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223944 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -27221254.000000 Penalty: 6113.152832
	Iteration 53Q: 3 clusters Score -2.722125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223942 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -27221250.000000 Penalty: 6113.152832
	Iteration 54Q: 3 clusters Score -2.722125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223939 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -27221256.000000 Penalty: 6113.152832
	Iteration 55Q: 3 clusters Score -2.722126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223938 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -27221272.000000 Penalty: 6113.152832
	Iteration 56Q: 3 clusters Score -2.722127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223933 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -27221290.000000 Penalty: 6113.152832
	Iteration 57Q: 3 clusters Score -2.722129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223932 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -27221276.000000 Penalty: 6113.152832
	Iteration 58Q: 3 clusters Score -2.722128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223928 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -27221294.000000 Penalty: 6113.152832
	Iteration 59Q: 3 clusters Score -2.722129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223928 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -27221294.000000 Penalty: 6113.152832
	Iteration 60F: 3 clusters Score -2.722129e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (126927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126927 members 
Entering Unmasked Estep 
Score: -15519454.000000 Penalty: 2914.339111
	Iteration 0F: 2 clusters Score -1.551945e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63722 members 
Mstep: Class 2 contains 63205 members 
Entering Unmasked Estep 
Score: -15434229.000000 Penalty: 5828.678223
	Iteration 0F: 3 clusters Score -1.543423e+07 nChanged 60776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67088 members 
Mstep: Class 2 contains 59839 members 
Entering Unmasked Estep 
Score: -15469699.000000 Penalty: 5828.678223
	Iteration 1F: 3 clusters Score -1.54697e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68963 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
Score: -15470880.000000 Penalty: 5828.678223
	Iteration 2Q: 3 clusters Score -1.547088e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71863 members 
Mstep: Class 2 contains 55064 members 
Entering Unmasked Estep 
Score: -15472712.000000 Penalty: 5828.678223
	Iteration 3Q: 3 clusters Score -1.547271e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76158 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -15475276.000000 Penalty: 5828.678223
	Iteration 4Q: 3 clusters Score -1.547528e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82139 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -15479392.000000 Penalty: 5828.678223
	Iteration 5F: 3 clusters Score -1.547939e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89927 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -15485251.000000 Penalty: 5828.678223
	Iteration 6F: 3 clusters Score -1.548525e+07 nChanged 9523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99210 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -15492971.000000 Penalty: 5828.678223
	Iteration 7F: 3 clusters Score -1.549297e+07 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108770 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -15501480.000000 Penalty: 5828.678223
	Iteration 8F: 3 clusters Score -1.550148e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116660 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -15508613.000000 Penalty: 5828.678223
	Iteration 9F: 3 clusters Score -1.550861e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121849 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -15513049.000000 Penalty: 5828.678223
	Iteration 10Q: 3 clusters Score -1.551305e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124530 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -15515225.000000 Penalty: 5828.678223
	Iteration 11Q: 3 clusters Score -1.551522e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125702 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -15516175.000000 Penalty: 5828.678223
	Iteration 12Q: 3 clusters Score -1.551618e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126161 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -15516537.000000 Penalty: 5828.678223
	Iteration 13Q: 3 clusters Score -1.551654e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126363 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -15516710.000000 Penalty: 5828.678223
	Iteration 14Q: 3 clusters Score -1.551671e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126444 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -15516789.000000 Penalty: 5828.678223
	Iteration 15Q: 3 clusters Score -1.551679e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126477 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -15516834.000000 Penalty: 5828.678223
	Iteration 16Q: 3 clusters Score -1.551683e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126503 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -15516867.000000 Penalty: 5828.678223
	Iteration 17Q: 3 clusters Score -1.551687e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126521 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -15516878.000000 Penalty: 5828.678223
	Iteration 18Q: 3 clusters Score -1.551688e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126539 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -15516920.000000 Penalty: 5828.678223
	Iteration 19Q: 3 clusters Score -1.551692e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126551 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -15516931.000000 Penalty: 5828.678223
	Iteration 20F: 3 clusters Score -1.551693e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126560 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -15516949.000000 Penalty: 5828.678223
	Iteration 21Q: 3 clusters Score -1.551695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126565 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -15516954.000000 Penalty: 5828.678223
	Iteration 22Q: 3 clusters Score -1.551695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126569 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -15516948.000000 Penalty: 5828.678223
	Iteration 23Q: 3 clusters Score -1.551695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126570 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -15516944.000000 Penalty: 5828.678223
	Iteration 24Q: 3 clusters Score -1.551694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126569 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -15516953.000000 Penalty: 5828.678223
	Iteration 25Q: 3 clusters Score -1.551695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126569 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -15516953.000000 Penalty: 5828.678223
	Iteration 26F: 3 clusters Score -1.551695e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Entering Unmasked Estep 
Score: -743343.625000 Penalty: 2171.383789
	Iteration 0F: 2 clusters Score -743343.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -738008.375000 Penalty: 4342.767578
	Iteration 0F: 3 clusters Score -738008.4 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -739405.125000 Penalty: 4342.767578
	Iteration 1F: 3 clusters Score -739405.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -739814.625000 Penalty: 4342.767578
	Iteration 2F: 3 clusters Score -739814.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -740189.750000 Penalty: 4342.767578
	Iteration 3F: 3 clusters Score -740189.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -740596.375000 Penalty: 4342.767578
	Iteration 4F: 3 clusters Score -740596.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -741023.375000 Penalty: 4342.767578
	Iteration 5F: 3 clusters Score -741023.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -741360.750000 Penalty: 4342.767578
	Iteration 6F: 3 clusters Score -741360.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -741574.500000 Penalty: 4342.767578
	Iteration 7Q: 3 clusters Score -741574.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -741719.562500 Penalty: 4342.767578
	Iteration 8Q: 3 clusters Score -741719.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -741845.312500 Penalty: 4342.767578
	Iteration 9Q: 3 clusters Score -741845.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -741938.500000 Penalty: 4342.767578
	Iteration 10Q: 3 clusters Score -741938.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -742018.750000 Penalty: 4342.767578
	Iteration 11Q: 3 clusters Score -742018.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -742058.750000 Penalty: 4342.767578
	Iteration 12Q: 3 clusters Score -742058.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -742087.812500 Penalty: 4342.767578
	Iteration 13Q: 3 clusters Score -742087.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -742106.625000 Penalty: 4342.767578
	Iteration 14Q: 3 clusters Score -742106.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -742118.500000 Penalty: 4342.767578
	Iteration 15Q: 3 clusters Score -742118.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -742136.187500 Penalty: 4342.767578
	Iteration 16Q: 3 clusters Score -742136.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -742148.062500 Penalty: 4342.767578
	Iteration 17Q: 3 clusters Score -742148.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -742151.687500 Penalty: 4342.767578
	Iteration 18Q: 3 clusters Score -742151.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -742156.187500 Penalty: 4342.767578
	Iteration 19Q: 3 clusters Score -742156.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -742160.062500 Penalty: 4342.767578
	Iteration 20F: 3 clusters Score -742160.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -742163.937500 Penalty: 4342.767578
	Iteration 21Q: 3 clusters Score -742163.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -742167.750000 Penalty: 4342.767578
	Iteration 22Q: 3 clusters Score -742167.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -742173.312500 Penalty: 4342.767578
	Iteration 23Q: 3 clusters Score -742173.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -742175.562500 Penalty: 4342.767578
	Iteration 24Q: 3 clusters Score -742175.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -742183.000000 Penalty: 4342.767578
	Iteration 25Q: 3 clusters Score -742183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -742185.312500 Penalty: 4342.767578
	Iteration 26Q: 3 clusters Score -742185.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -742188.625000 Penalty: 4342.767578
	Iteration 27Q: 3 clusters Score -742188.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -742190.562500 Penalty: 4342.767578
	Iteration 28Q: 3 clusters Score -742190.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -742195.250000 Penalty: 4342.767578
	Iteration 29Q: 3 clusters Score -742195.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -742199.312500 Penalty: 4342.767578
	Iteration 30Q: 3 clusters Score -742199.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -742201.125000 Penalty: 4342.767578
	Iteration 31Q: 3 clusters Score -742201.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -742204.187500 Penalty: 4342.767578
	Iteration 32Q: 3 clusters Score -742204.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -742205.875000 Penalty: 4342.767578
	Iteration 33Q: 3 clusters Score -742205.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -742206.187500 Penalty: 4342.767578
	Iteration 34Q: 3 clusters Score -742206.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -742208.125000 Penalty: 4342.767578
	Iteration 35Q: 3 clusters Score -742208.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -742210.875000 Penalty: 4342.767578
	Iteration 36Q: 3 clusters Score -742210.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -742211.625000 Penalty: 4342.767578
	Iteration 37Q: 3 clusters Score -742211.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -742214.500000 Penalty: 4342.767578
	Iteration 38Q: 3 clusters Score -742214.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -742216.000000 Penalty: 4342.767578
	Iteration 39Q: 3 clusters Score -742216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -742218.250000 Penalty: 4342.767578
	Iteration 40F: 3 clusters Score -742218.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -742218.875000 Penalty: 4342.767578
	Iteration 41Q: 3 clusters Score -742218.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -742221.250000 Penalty: 4342.767578
	Iteration 42Q: 3 clusters Score -742221.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -742220.062500 Penalty: 4342.767578
	Iteration 43Q: 3 clusters Score -742220.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -742220.062500 Penalty: 4342.767578
	Iteration 44F: 3 clusters Score -742220.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (69576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69576 members 
Entering Unmasked Estep 
Score: -8525925.000000 Penalty: 2765.243408
	Iteration 0F: 2 clusters Score -8525925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -8479279.000000 Penalty: 5530.486816
	Iteration 0F: 3 clusters Score -8479279 nChanged 32584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -8497152.000000 Penalty: 5530.486816
	Iteration 1F: 3 clusters Score -8497152 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -8497774.000000 Penalty: 5530.486816
	Iteration 2Q: 3 clusters Score -8497774 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -8498490.000000 Penalty: 5530.486816
	Iteration 3Q: 3 clusters Score -8498490 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -8499431.000000 Penalty: 5530.486816
	Iteration 4Q: 3 clusters Score -8499431 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -8500830.000000 Penalty: 5530.486816
	Iteration 5Q: 3 clusters Score -8500830 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -8502752.000000 Penalty: 5530.486816
	Iteration 6F: 3 clusters Score -8502752 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -8505078.000000 Penalty: 5530.486816
	Iteration 7F: 3 clusters Score -8505078 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -8507699.000000 Penalty: 5530.486816
	Iteration 8F: 3 clusters Score -8507699 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -8510233.000000 Penalty: 5530.486816
	Iteration 9F: 3 clusters Score -8510233 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53848 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -8512539.000000 Penalty: 5530.486816
	Iteration 10F: 3 clusters Score -8512539 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57064 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -8514777.000000 Penalty: 5530.486816
	Iteration 11Q: 3 clusters Score -8514777 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60108 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -8516915.000000 Penalty: 5530.486816
	Iteration 12Q: 3 clusters Score -8516915 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -8519078.000000 Penalty: 5530.486816
	Iteration 13Q: 3 clusters Score -8519078 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64990 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -8520793.000000 Penalty: 5530.486816
	Iteration 14Q: 3 clusters Score -8520793 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66446 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -8522003.000000 Penalty: 5530.486816
	Iteration 15Q: 3 clusters Score -8522003 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67380 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -8522757.000000 Penalty: 5530.486816
	Iteration 16Q: 3 clusters Score -8522757 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67873 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8523159.000000 Penalty: 5530.486816
	Iteration 17Q: 3 clusters Score -8523159 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68153 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8523382.000000 Penalty: 5530.486816
	Iteration 18Q: 3 clusters Score -8523382 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68332 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8523519.000000 Penalty: 5530.486816
	Iteration 19Q: 3 clusters Score -8523519 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68460 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8523613.000000 Penalty: 5530.486816
	Iteration 20F: 3 clusters Score -8523613 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68534 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -8523677.000000 Penalty: 5530.486816
	Iteration 21Q: 3 clusters Score -8523677 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68578 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -8523714.000000 Penalty: 5530.486816
	Iteration 22Q: 3 clusters Score -8523714 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68612 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8523753.000000 Penalty: 5530.486816
	Iteration 23Q: 3 clusters Score -8523753 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68624 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8523775.000000 Penalty: 5530.486816
	Iteration 24Q: 3 clusters Score -8523775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68636 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8523789.000000 Penalty: 5530.486816
	Iteration 25Q: 3 clusters Score -8523789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68645 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8523800.000000 Penalty: 5530.486816
	Iteration 26Q: 3 clusters Score -8523800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68651 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8523801.000000 Penalty: 5530.486816
	Iteration 27Q: 3 clusters Score -8523801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68654 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8523810.000000 Penalty: 5530.486816
	Iteration 28Q: 3 clusters Score -8523810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68659 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8523816.000000 Penalty: 5530.486816
	Iteration 29Q: 3 clusters Score -8523816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68665 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8523826.000000 Penalty: 5530.486816
	Iteration 30Q: 3 clusters Score -8523826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68673 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8523837.000000 Penalty: 5530.486816
	Iteration 31Q: 3 clusters Score -8523837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68676 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8523846.000000 Penalty: 5530.486816
	Iteration 32Q: 3 clusters Score -8523846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68676 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8523842.000000 Penalty: 5530.486816
	Iteration 33Q: 3 clusters Score -8523842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68679 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8523845.000000 Penalty: 5530.486816
	Iteration 34Q: 3 clusters Score -8523845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68680 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8523843.000000 Penalty: 5530.486816
	Iteration 35Q: 3 clusters Score -8523843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68680 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8523843.000000 Penalty: 5530.486816
	Iteration 36F: 3 clusters Score -8523843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Entering Unmasked Estep 
Score: -1946342.500000 Penalty: 2400.477051
	Iteration 0F: 2 clusters Score -1946342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1934842.125000 Penalty: 4800.954102
	Iteration 0F: 3 clusters Score -1934842 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1938901.875000 Penalty: 4800.954102
	Iteration 1F: 3 clusters Score -1938902 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1939774.000000 Penalty: 4800.954102
	Iteration 2F: 3 clusters Score -1939774 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1940756.250000 Penalty: 4800.954102
	Iteration 3F: 3 clusters Score -1940756 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1941714.625000 Penalty: 4800.954102
	Iteration 4F: 3 clusters Score -1941715 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1942516.375000 Penalty: 4800.954102
	Iteration 5F: 3 clusters Score -1942516 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1943214.250000 Penalty: 4800.954102
	Iteration 6F: 3 clusters Score -1943214 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1943734.750000 Penalty: 4800.954102
	Iteration 7Q: 3 clusters Score -1943735 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1944199.250000 Penalty: 4800.954102
	Iteration 8Q: 3 clusters Score -1944199 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1944608.375000 Penalty: 4800.954102
	Iteration 9Q: 3 clusters Score -1944608 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1944933.375000 Penalty: 4800.954102
	Iteration 10Q: 3 clusters Score -1944933 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1945139.375000 Penalty: 4800.954102
	Iteration 11Q: 3 clusters Score -1945139 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1945260.500000 Penalty: 4800.954102
	Iteration 12Q: 3 clusters Score -1945260 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1945328.375000 Penalty: 4800.954102
	Iteration 13Q: 3 clusters Score -1945328 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1945377.625000 Penalty: 4800.954102
	Iteration 14Q: 3 clusters Score -1945378 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1945420.375000 Penalty: 4800.954102
	Iteration 15Q: 3 clusters Score -1945420 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1945458.250000 Penalty: 4800.954102
	Iteration 16Q: 3 clusters Score -1945458 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1945499.750000 Penalty: 4800.954102
	Iteration 17Q: 3 clusters Score -1945500 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1945531.250000 Penalty: 4800.954102
	Iteration 18Q: 3 clusters Score -1945531 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1945538.375000 Penalty: 4800.954102
	Iteration 19Q: 3 clusters Score -1945538 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1945552.500000 Penalty: 4800.954102
	Iteration 20F: 3 clusters Score -1945552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1945567.125000 Penalty: 4800.954102
	Iteration 21Q: 3 clusters Score -1945567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1945569.750000 Penalty: 4800.954102
	Iteration 22Q: 3 clusters Score -1945570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1945577.375000 Penalty: 4800.954102
	Iteration 23Q: 3 clusters Score -1945577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1945583.625000 Penalty: 4800.954102
	Iteration 24Q: 3 clusters Score -1945584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1945593.375000 Penalty: 4800.954102
	Iteration 25Q: 3 clusters Score -1945593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1945595.375000 Penalty: 4800.954102
	Iteration 26Q: 3 clusters Score -1945595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1945602.125000 Penalty: 4800.954102
	Iteration 27Q: 3 clusters Score -1945602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1945601.375000 Penalty: 4800.954102
	Iteration 28Q: 3 clusters Score -1945601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1945602.625000 Penalty: 4800.954102
	Iteration 29Q: 3 clusters Score -1945603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1945606.875000 Penalty: 4800.954102
	Iteration 30Q: 3 clusters Score -1945607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1945608.375000 Penalty: 4800.954102
	Iteration 31Q: 3 clusters Score -1945608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1945609.750000 Penalty: 4800.954102
	Iteration 32Q: 3 clusters Score -1945610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1945613.000000 Penalty: 4800.954102
	Iteration 33Q: 3 clusters Score -1945613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1945613.250000 Penalty: 4800.954102
	Iteration 34Q: 3 clusters Score -1945613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1945617.625000 Penalty: 4800.954102
	Iteration 35Q: 3 clusters Score -1945618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1945616.375000 Penalty: 4800.954102
	Iteration 36Q: 3 clusters Score -1945616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1945617.375000 Penalty: 4800.954102
	Iteration 37Q: 3 clusters Score -1945617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1945621.125000 Penalty: 4800.954102
	Iteration 38Q: 3 clusters Score -1945621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1945620.000000 Penalty: 4800.954102
	Iteration 39Q: 3 clusters Score -1945620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1945623.375000 Penalty: 4800.954102
	Iteration 40F: 3 clusters Score -1945623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1945621.000000 Penalty: 4800.954102
	Iteration 41Q: 3 clusters Score -1945621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1945625.375000 Penalty: 4800.954102
	Iteration 42Q: 3 clusters Score -1945625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1945627.875000 Penalty: 4800.954102
	Iteration 43Q: 3 clusters Score -1945628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1945632.000000 Penalty: 4800.954102
	Iteration 44Q: 3 clusters Score -1945632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1945633.125000 Penalty: 4800.954102
	Iteration 45Q: 3 clusters Score -1945633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1945633.625000 Penalty: 4800.954102
	Iteration 46Q: 3 clusters Score -1945634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1945634.125000 Penalty: 4800.954102
	Iteration 47Q: 3 clusters Score -1945634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1945634.750000 Penalty: 4800.954102
	Iteration 48Q: 3 clusters Score -1945635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1945635.750000 Penalty: 4800.954102
	Iteration 49Q: 3 clusters Score -1945636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1945635.875000 Penalty: 4800.954102
	Iteration 50Q: 3 clusters Score -1945636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1945639.375000 Penalty: 4800.954102
	Iteration 51Q: 3 clusters Score -1945639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1945639.375000 Penalty: 4800.954102
	Iteration 52F: 3 clusters Score -1945639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -13939.371094 Penalty: 1212.806519
	Iteration 0F: 2 clusters Score -13939.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12952.696289 Penalty: 2425.613037
	Iteration 0F: 3 clusters Score -12952.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Entering Unmasked Estep 
Score: -867602.562500 Penalty: 2202.316162
	Iteration 0F: 2 clusters Score -867602.6 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 3617 members 
Entering Unmasked Estep 
Score: -861741.187500 Penalty: 4404.632324
	Iteration 0F: 3 clusters Score -861741.2 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -863283.750000 Penalty: 4404.632324
	Iteration 1F: 3 clusters Score -863283.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -863547.687500 Penalty: 4404.632324
	Iteration 2F: 3 clusters Score -863547.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -863724.625000 Penalty: 4404.632324
	Iteration 3F: 3 clusters Score -863724.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -863857.812500 Penalty: 4404.632324
	Iteration 4Q: 3 clusters Score -863857.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -863978.937500 Penalty: 4404.632324
	Iteration 5Q: 3 clusters Score -863978.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -864082.375000 Penalty: 4404.632324
	Iteration 6Q: 3 clusters Score -864082.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -864197.250000 Penalty: 4404.632324
	Iteration 7Q: 3 clusters Score -864197.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -864324.625000 Penalty: 4404.632324
	Iteration 8Q: 3 clusters Score -864324.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -864437.625000 Penalty: 4404.632324
	Iteration 9Q: 3 clusters Score -864437.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -864553.625000 Penalty: 4404.632324
	Iteration 10Q: 3 clusters Score -864553.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -864676.187500 Penalty: 4404.632324
	Iteration 11Q: 3 clusters Score -864676.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -864787.500000 Penalty: 4404.632324
	Iteration 12Q: 3 clusters Score -864787.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -864907.750000 Penalty: 4404.632324
	Iteration 13Q: 3 clusters Score -864907.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -865036.562500 Penalty: 4404.632324
	Iteration 14Q: 3 clusters Score -865036.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -865146.375000 Penalty: 4404.632324
	Iteration 15Q: 3 clusters Score -865146.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -865247.750000 Penalty: 4404.632324
	Iteration 16Q: 3 clusters Score -865247.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -865364.000000 Penalty: 4404.632324
	Iteration 17Q: 3 clusters Score -865364 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -865467.437500 Penalty: 4404.632324
	Iteration 18Q: 3 clusters Score -865467.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -865536.000000 Penalty: 4404.632324
	Iteration 19Q: 3 clusters Score -865536 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -865594.937500 Penalty: 4404.632324
	Iteration 20F: 3 clusters Score -865594.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -865647.312500 Penalty: 4404.632324
	Iteration 21Q: 3 clusters Score -865647.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -865690.750000 Penalty: 4404.632324
	Iteration 22Q: 3 clusters Score -865690.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -865731.687500 Penalty: 4404.632324
	Iteration 23Q: 3 clusters Score -865731.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -865766.500000 Penalty: 4404.632324
	Iteration 24Q: 3 clusters Score -865766.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -865802.000000 Penalty: 4404.632324
	Iteration 25Q: 3 clusters Score -865802 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -865834.875000 Penalty: 4404.632324
	Iteration 26Q: 3 clusters Score -865834.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -865859.062500 Penalty: 4404.632324
	Iteration 27Q: 3 clusters Score -865859.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -865884.875000 Penalty: 4404.632324
	Iteration 28Q: 3 clusters Score -865884.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -865907.687500 Penalty: 4404.632324
	Iteration 29Q: 3 clusters Score -865907.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -865924.375000 Penalty: 4404.632324
	Iteration 30Q: 3 clusters Score -865924.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -865945.562500 Penalty: 4404.632324
	Iteration 31Q: 3 clusters Score -865945.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -865965.687500 Penalty: 4404.632324
	Iteration 32Q: 3 clusters Score -865965.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -865986.062500 Penalty: 4404.632324
	Iteration 33Q: 3 clusters Score -865986.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -866000.875000 Penalty: 4404.632324
	Iteration 34Q: 3 clusters Score -866000.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -866014.187500 Penalty: 4404.632324
	Iteration 35Q: 3 clusters Score -866014.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -866030.750000 Penalty: 4404.632324
	Iteration 36Q: 3 clusters Score -866030.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -866042.937500 Penalty: 4404.632324
	Iteration 37Q: 3 clusters Score -866042.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -866052.875000 Penalty: 4404.632324
	Iteration 38Q: 3 clusters Score -866052.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -866066.125000 Penalty: 4404.632324
	Iteration 39Q: 3 clusters Score -866066.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -866072.125000 Penalty: 4404.632324
	Iteration 40F: 3 clusters Score -866072.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -866078.937500 Penalty: 4404.632324
	Iteration 41Q: 3 clusters Score -866078.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -866080.562500 Penalty: 4404.632324
	Iteration 42Q: 3 clusters Score -866080.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -866082.187500 Penalty: 4404.632324
	Iteration 43Q: 3 clusters Score -866082.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -866083.000000 Penalty: 4404.632324
	Iteration 44Q: 3 clusters Score -866083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -866084.750000 Penalty: 4404.632324
	Iteration 45Q: 3 clusters Score -866084.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -866088.812500 Penalty: 4404.632324
	Iteration 46Q: 3 clusters Score -866088.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -866088.125000 Penalty: 4404.632324
	Iteration 47Q: 3 clusters Score -866088.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -866088.250000 Penalty: 4404.632324
	Iteration 48Q: 3 clusters Score -866088.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -866089.187500 Penalty: 4404.632324
	Iteration 49Q: 3 clusters Score -866089.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -866089.562500 Penalty: 4404.632324
	Iteration 50Q: 3 clusters Score -866089.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -866090.312500 Penalty: 4404.632324
	Iteration 51Q: 3 clusters Score -866090.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -866090.312500 Penalty: 4404.632324
	Iteration 52F: 3 clusters Score -866090.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Entering Unmasked Estep 
Score: -4071137.500000 Penalty: 2580.166992
	Iteration 0F: 2 clusters Score -4071138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -4048590.000000 Penalty: 5160.333984
	Iteration 0F: 3 clusters Score -4048590 nChanged 14936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -4056886.000000 Penalty: 5160.333984
	Iteration 1F: 3 clusters Score -4056886 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -4057568.000000 Penalty: 5160.333984
	Iteration 2F: 3 clusters Score -4057568 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -4058307.750000 Penalty: 5160.333984
	Iteration 3F: 3 clusters Score -4058308 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -4059368.500000 Penalty: 5160.333984
	Iteration 4F: 3 clusters Score -4059368 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -4060836.000000 Penalty: 5160.333984
	Iteration 5F: 3 clusters Score -4060836 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -4062626.000000 Penalty: 5160.333984
	Iteration 6F: 3 clusters Score -4062626 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -4064348.250000 Penalty: 5160.333984
	Iteration 7F: 3 clusters Score -4064348 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -4065890.500000 Penalty: 5160.333984
	Iteration 8F: 3 clusters Score -4065890 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -4066963.750000 Penalty: 5160.333984
	Iteration 9Q: 3 clusters Score -4066964 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -4067704.250000 Penalty: 5160.333984
	Iteration 10Q: 3 clusters Score -4067704 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -4068202.750000 Penalty: 5160.333984
	Iteration 11Q: 3 clusters Score -4068203 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -4068495.500000 Penalty: 5160.333984
	Iteration 12Q: 3 clusters Score -4068496 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -4068673.500000 Penalty: 5160.333984
	Iteration 13Q: 3 clusters Score -4068674 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -4068788.500000 Penalty: 5160.333984
	Iteration 14Q: 3 clusters Score -4068788 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -4068838.500000 Penalty: 5160.333984
	Iteration 15Q: 3 clusters Score -4068838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -4068866.000000 Penalty: 5160.333984
	Iteration 16Q: 3 clusters Score -4068866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -4068890.000000 Penalty: 5160.333984
	Iteration 17Q: 3 clusters Score -4068890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -4068914.500000 Penalty: 5160.333984
	Iteration 18Q: 3 clusters Score -4068914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -4068939.500000 Penalty: 5160.333984
	Iteration 19Q: 3 clusters Score -4068940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -4068951.750000 Penalty: 5160.333984
	Iteration 20F: 3 clusters Score -4068952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -4068954.500000 Penalty: 5160.333984
	Iteration 21Q: 3 clusters Score -4068954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -4068956.750000 Penalty: 5160.333984
	Iteration 22Q: 3 clusters Score -4068957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -4068958.750000 Penalty: 5160.333984
	Iteration 23Q: 3 clusters Score -4068959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -4068963.500000 Penalty: 5160.333984
	Iteration 24Q: 3 clusters Score -4068964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -4068968.500000 Penalty: 5160.333984
	Iteration 25Q: 3 clusters Score -4068968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -4068968.500000 Penalty: 5160.333984
	Iteration 26Q: 3 clusters Score -4068968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -4068972.500000 Penalty: 5160.333984
	Iteration 27Q: 3 clusters Score -4068972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -4068972.500000 Penalty: 5160.333984
	Iteration 28F: 3 clusters Score -4068972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (57188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Entering Unmasked Estep 
Score: -6843403.000000 Penalty: 2716.616699
	Iteration 0F: 2 clusters Score -6843403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -6805366.000000 Penalty: 5433.233398
	Iteration 0F: 3 clusters Score -6805366 nChanged 26278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -6819496.500000 Penalty: 5433.233398
	Iteration 1F: 3 clusters Score -6819496 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -6820051.500000 Penalty: 5433.233398
	Iteration 2Q: 3 clusters Score -6820052 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -6820655.500000 Penalty: 5433.233398
	Iteration 3Q: 3 clusters Score -6820656 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -6821312.500000 Penalty: 5433.233398
	Iteration 4Q: 3 clusters Score -6821312 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -6822141.500000 Penalty: 5433.233398
	Iteration 5Q: 3 clusters Score -6822142 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -6823177.500000 Penalty: 5433.233398
	Iteration 6Q: 3 clusters Score -6823178 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -6824564.000000 Penalty: 5433.233398
	Iteration 7Q: 3 clusters Score -6824564 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -6826163.500000 Penalty: 5433.233398
	Iteration 8F: 3 clusters Score -6826164 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -6828238.000000 Penalty: 5433.233398
	Iteration 9F: 3 clusters Score -6828238 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -6830520.500000 Penalty: 5433.233398
	Iteration 10F: 3 clusters Score -6830520 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -6832630.500000 Penalty: 5433.233398
	Iteration 11F: 3 clusters Score -6832630 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -6834418.000000 Penalty: 5433.233398
	Iteration 12Q: 3 clusters Score -6834418 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -6835933.000000 Penalty: 5433.233398
	Iteration 13Q: 3 clusters Score -6835933 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51621 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -6837202.500000 Penalty: 5433.233398
	Iteration 14Q: 3 clusters Score -6837202 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53090 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -6838260.000000 Penalty: 5433.233398
	Iteration 15Q: 3 clusters Score -6838260 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -6839120.500000 Penalty: 5433.233398
	Iteration 16Q: 3 clusters Score -6839120 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55107 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -6839745.000000 Penalty: 5433.233398
	Iteration 17Q: 3 clusters Score -6839745 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55711 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6840197.500000 Penalty: 5433.233398
	Iteration 18Q: 3 clusters Score -6840198 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6840502.500000 Penalty: 5433.233398
	Iteration 19Q: 3 clusters Score -6840502 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56363 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -6840663.500000 Penalty: 5433.233398
	Iteration 20F: 3 clusters Score -6840664 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56511 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6840750.000000 Penalty: 5433.233398
	Iteration 21Q: 3 clusters Score -6840750 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56595 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6840834.500000 Penalty: 5433.233398
	Iteration 22Q: 3 clusters Score -6840834 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56663 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6840884.500000 Penalty: 5433.233398
	Iteration 23Q: 3 clusters Score -6840884 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6840932.000000 Penalty: 5433.233398
	Iteration 24Q: 3 clusters Score -6840932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56745 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6840969.000000 Penalty: 5433.233398
	Iteration 25Q: 3 clusters Score -6840969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56771 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6840989.500000 Penalty: 5433.233398
	Iteration 26Q: 3 clusters Score -6840990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56780 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6841004.500000 Penalty: 5433.233398
	Iteration 27Q: 3 clusters Score -6841004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56789 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6841017.500000 Penalty: 5433.233398
	Iteration 28Q: 3 clusters Score -6841018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56802 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6841027.000000 Penalty: 5433.233398
	Iteration 29Q: 3 clusters Score -6841027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56811 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6841044.000000 Penalty: 5433.233398
	Iteration 30Q: 3 clusters Score -6841044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6841050.000000 Penalty: 5433.233398
	Iteration 31Q: 3 clusters Score -6841050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56829 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6841052.000000 Penalty: 5433.233398
	Iteration 32Q: 3 clusters Score -6841052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6841057.000000 Penalty: 5433.233398
	Iteration 33Q: 3 clusters Score -6841057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6841069.000000 Penalty: 5433.233398
	Iteration 34Q: 3 clusters Score -6841069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56844 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6841072.000000 Penalty: 5433.233398
	Iteration 35Q: 3 clusters Score -6841072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6841082.000000 Penalty: 5433.233398
	Iteration 36Q: 3 clusters Score -6841082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56851 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6841087.500000 Penalty: 5433.233398
	Iteration 37Q: 3 clusters Score -6841088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6841098.000000 Penalty: 5433.233398
	Iteration 38Q: 3 clusters Score -6841098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56860 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6841098.500000 Penalty: 5433.233398
	Iteration 39Q: 3 clusters Score -6841098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56861 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6841102.000000 Penalty: 5433.233398
	Iteration 40F: 3 clusters Score -6841102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56864 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6841099.000000 Penalty: 5433.233398
	Iteration 41Q: 3 clusters Score -6841099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56867 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6841116.000000 Penalty: 5433.233398
	Iteration 42Q: 3 clusters Score -6841116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56870 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6841117.000000 Penalty: 5433.233398
	Iteration 43Q: 3 clusters Score -6841117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56870 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6841117.000000 Penalty: 5433.233398
	Iteration 44F: 3 clusters Score -6841117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -15411.623047 Penalty: 1273.677979
	Iteration 0F: 2 clusters Score -15411.62 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 89 members 
Entering Unmasked Estep 
Score: -14379.353516 Penalty: 2547.355957
	Iteration 0F: 3 clusters Score -14379.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14442.967773 Penalty: 2547.355957
	Iteration 1F: 3 clusters Score -14442.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Entering Unmasked Estep 
Score: -1365796.625000 Penalty: 2308.454346
	Iteration 0F: 2 clusters Score -1365797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1357413.375000 Penalty: 4616.908691
	Iteration 0F: 3 clusters Score -1357413 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1359813.125000 Penalty: 4616.908691
	Iteration 1F: 3 clusters Score -1359813 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1360121.000000 Penalty: 4616.908691
	Iteration 2F: 3 clusters Score -1360121 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1360376.250000 Penalty: 4616.908691
	Iteration 3F: 3 clusters Score -1360376 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1360621.875000 Penalty: 4616.908691
	Iteration 4Q: 3 clusters Score -1360622 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1360893.750000 Penalty: 4616.908691
	Iteration 5Q: 3 clusters Score -1360894 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1361187.000000 Penalty: 4616.908691
	Iteration 6Q: 3 clusters Score -1361187 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1361486.500000 Penalty: 4616.908691
	Iteration 7Q: 3 clusters Score -1361486 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1361788.500000 Penalty: 4616.908691
	Iteration 8Q: 3 clusters Score -1361788 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1362074.625000 Penalty: 4616.908691
	Iteration 9Q: 3 clusters Score -1362075 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1362341.750000 Penalty: 4616.908691
	Iteration 10Q: 3 clusters Score -1362342 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1362575.500000 Penalty: 4616.908691
	Iteration 11Q: 3 clusters Score -1362576 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1362777.375000 Penalty: 4616.908691
	Iteration 12Q: 3 clusters Score -1362777 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1362975.125000 Penalty: 4616.908691
	Iteration 13Q: 3 clusters Score -1362975 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1363149.250000 Penalty: 4616.908691
	Iteration 14Q: 3 clusters Score -1363149 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1363299.000000 Penalty: 4616.908691
	Iteration 15Q: 3 clusters Score -1363299 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1363412.000000 Penalty: 4616.908691
	Iteration 16Q: 3 clusters Score -1363412 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1363490.625000 Penalty: 4616.908691
	Iteration 17Q: 3 clusters Score -1363491 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1363543.000000 Penalty: 4616.908691
	Iteration 18Q: 3 clusters Score -1363543 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1363589.625000 Penalty: 4616.908691
	Iteration 19Q: 3 clusters Score -1363590 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1363619.250000 Penalty: 4616.908691
	Iteration 20F: 3 clusters Score -1363619 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1363642.750000 Penalty: 4616.908691
	Iteration 21Q: 3 clusters Score -1363643 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1363661.500000 Penalty: 4616.908691
	Iteration 22Q: 3 clusters Score -1363662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1363674.375000 Penalty: 4616.908691
	Iteration 23Q: 3 clusters Score -1363674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1363684.250000 Penalty: 4616.908691
	Iteration 24Q: 3 clusters Score -1363684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1363693.000000 Penalty: 4616.908691
	Iteration 25Q: 3 clusters Score -1363693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1363697.000000 Penalty: 4616.908691
	Iteration 26Q: 3 clusters Score -1363697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1363706.375000 Penalty: 4616.908691
	Iteration 27Q: 3 clusters Score -1363706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1363712.250000 Penalty: 4616.908691
	Iteration 28Q: 3 clusters Score -1363712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1363719.875000 Penalty: 4616.908691
	Iteration 29Q: 3 clusters Score -1363720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1363727.875000 Penalty: 4616.908691
	Iteration 30Q: 3 clusters Score -1363728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1363734.250000 Penalty: 4616.908691
	Iteration 31Q: 3 clusters Score -1363734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1363738.625000 Penalty: 4616.908691
	Iteration 32Q: 3 clusters Score -1363739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1363745.375000 Penalty: 4616.908691
	Iteration 33Q: 3 clusters Score -1363745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1363752.500000 Penalty: 4616.908691
	Iteration 34Q: 3 clusters Score -1363752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1363761.125000 Penalty: 4616.908691
	Iteration 35Q: 3 clusters Score -1363761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1363775.000000 Penalty: 4616.908691
	Iteration 36Q: 3 clusters Score -1363775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1363779.500000 Penalty: 4616.908691
	Iteration 37Q: 3 clusters Score -1363780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1363783.125000 Penalty: 4616.908691
	Iteration 38Q: 3 clusters Score -1363783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1363787.375000 Penalty: 4616.908691
	Iteration 39Q: 3 clusters Score -1363787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1363796.875000 Penalty: 4616.908691
	Iteration 40F: 3 clusters Score -1363797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1363800.875000 Penalty: 4616.908691
	Iteration 41Q: 3 clusters Score -1363801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1363802.250000 Penalty: 4616.908691
	Iteration 42Q: 3 clusters Score -1363802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1363805.125000 Penalty: 4616.908691
	Iteration 43Q: 3 clusters Score -1363805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1363805.000000 Penalty: 4616.908691
	Iteration 44Q: 3 clusters Score -1363805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1363804.750000 Penalty: 4616.908691
	Iteration 45Q: 3 clusters Score -1363805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1363807.875000 Penalty: 4616.908691
	Iteration 46Q: 3 clusters Score -1363808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1363809.000000 Penalty: 4616.908691
	Iteration 47Q: 3 clusters Score -1363809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1363811.250000 Penalty: 4616.908691
	Iteration 48Q: 3 clusters Score -1363811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1363817.000000 Penalty: 4616.908691
	Iteration 49Q: 3 clusters Score -1363817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1363817.875000 Penalty: 4616.908691
	Iteration 50Q: 3 clusters Score -1363818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1363817.875000 Penalty: 4616.908691
	Iteration 51F: 3 clusters Score -1363818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Entering Unmasked Estep 
Score: -1107171.250000 Penalty: 2271.887207
	Iteration 0F: 2 clusters Score -1107171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1099777.250000 Penalty: 4543.774414
	Iteration 0F: 3 clusters Score -1099777 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1101985.250000 Penalty: 4543.774414
	Iteration 1F: 3 clusters Score -1101985 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1102315.875000 Penalty: 4543.774414
	Iteration 2F: 3 clusters Score -1102316 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1102548.750000 Penalty: 4543.774414
	Iteration 3F: 3 clusters Score -1102549 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1102737.625000 Penalty: 4543.774414
	Iteration 4Q: 3 clusters Score -1102738 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1102890.500000 Penalty: 4543.774414
	Iteration 5Q: 3 clusters Score -1102890 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1103033.125000 Penalty: 4543.774414
	Iteration 6Q: 3 clusters Score -1103033 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1103196.125000 Penalty: 4543.774414
	Iteration 7Q: 3 clusters Score -1103196 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1103340.250000 Penalty: 4543.774414
	Iteration 8Q: 3 clusters Score -1103340 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1103475.625000 Penalty: 4543.774414
	Iteration 9Q: 3 clusters Score -1103476 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1103602.875000 Penalty: 4543.774414
	Iteration 10Q: 3 clusters Score -1103603 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1103724.875000 Penalty: 4543.774414
	Iteration 11Q: 3 clusters Score -1103725 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1103854.375000 Penalty: 4543.774414
	Iteration 12Q: 3 clusters Score -1103854 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1103974.750000 Penalty: 4543.774414
	Iteration 13Q: 3 clusters Score -1103975 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1104091.125000 Penalty: 4543.774414
	Iteration 14Q: 3 clusters Score -1104091 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1104212.125000 Penalty: 4543.774414
	Iteration 15Q: 3 clusters Score -1104212 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1104310.750000 Penalty: 4543.774414
	Iteration 16Q: 3 clusters Score -1104311 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1104401.375000 Penalty: 4543.774414
	Iteration 17Q: 3 clusters Score -1104401 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1104483.500000 Penalty: 4543.774414
	Iteration 18Q: 3 clusters Score -1104484 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1104555.750000 Penalty: 4543.774414
	Iteration 19Q: 3 clusters Score -1104556 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1104626.500000 Penalty: 4543.774414
	Iteration 20F: 3 clusters Score -1104626 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1104688.875000 Penalty: 4543.774414
	Iteration 21Q: 3 clusters Score -1104689 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1104759.875000 Penalty: 4543.774414
	Iteration 22Q: 3 clusters Score -1104760 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1104826.250000 Penalty: 4543.774414
	Iteration 23Q: 3 clusters Score -1104826 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1104888.375000 Penalty: 4543.774414
	Iteration 24Q: 3 clusters Score -1104888 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1104940.875000 Penalty: 4543.774414
	Iteration 25Q: 3 clusters Score -1104941 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1104986.000000 Penalty: 4543.774414
	Iteration 26Q: 3 clusters Score -1104986 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1105021.750000 Penalty: 4543.774414
	Iteration 27Q: 3 clusters Score -1105022 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1105060.250000 Penalty: 4543.774414
	Iteration 28Q: 3 clusters Score -1105060 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1105094.375000 Penalty: 4543.774414
	Iteration 29Q: 3 clusters Score -1105094 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1105119.000000 Penalty: 4543.774414
	Iteration 30Q: 3 clusters Score -1105119 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1105137.375000 Penalty: 4543.774414
	Iteration 31Q: 3 clusters Score -1105137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1105150.125000 Penalty: 4543.774414
	Iteration 32Q: 3 clusters Score -1105150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1105159.000000 Penalty: 4543.774414
	Iteration 33Q: 3 clusters Score -1105159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1105170.250000 Penalty: 4543.774414
	Iteration 34Q: 3 clusters Score -1105170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1105180.125000 Penalty: 4543.774414
	Iteration 35Q: 3 clusters Score -1105180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1105192.000000 Penalty: 4543.774414
	Iteration 36Q: 3 clusters Score -1105192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1105199.875000 Penalty: 4543.774414
	Iteration 37Q: 3 clusters Score -1105200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1105206.000000 Penalty: 4543.774414
	Iteration 38Q: 3 clusters Score -1105206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1105214.750000 Penalty: 4543.774414
	Iteration 39Q: 3 clusters Score -1105215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1105223.000000 Penalty: 4543.774414
	Iteration 40F: 3 clusters Score -1105223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1105226.250000 Penalty: 4543.774414
	Iteration 41Q: 3 clusters Score -1105226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1105226.375000 Penalty: 4543.774414
	Iteration 42Q: 3 clusters Score -1105226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1105226.875000 Penalty: 4543.774414
	Iteration 43Q: 3 clusters Score -1105227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1105226.875000 Penalty: 4543.774414
	Iteration 44F: 3 clusters Score -1105227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -79209.765625 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -79209.77 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 358 members 
Entering Unmasked Estep 
Score: -77486.882812 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -77486.88 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -77724.398438 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -77724.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -77814.679688 Penalty: 3252.866211
	Iteration 2F: 3 clusters Score -77814.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -77846.445312 Penalty: 3252.866211
	Iteration 3Q: 3 clusters Score -77846.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -77858.718750 Penalty: 3252.866211
	Iteration 4Q: 3 clusters Score -77858.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -77876.101562 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -77876.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -77879.281250 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -77879.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -77879.929688 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -77879.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -77880.429688 Penalty: 3252.866211
	Iteration 8Q: 3 clusters Score -77880.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -77882.781250 Penalty: 3252.866211
	Iteration 9Q: 3 clusters Score -77882.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -77882.781250 Penalty: 3252.866211
	Iteration 10F: 3 clusters Score -77882.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -87312.296875 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -87312.3 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 370 members 
Entering Unmasked Estep 
Score: -85601.429688 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -85601.43 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -85890.843750 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -85890.84 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -85975.726562 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -85975.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -86021.695312 Penalty: 3292.729736
	Iteration 3Q: 3 clusters Score -86021.7 nChanged 25
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: -86080.156250 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -86080.16 nChanged 21
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: -86125.632812 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -86125.63 nChanged 16
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: -86148.812500 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -86148.81 nChanged 8
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: -86162.070312 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -86162.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -86172.515625 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -86172.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -86177.828125 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -86177.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -86184.593750 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -86184.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -86195.554688 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -86195.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -86210.328125 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -86210.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -86226.546875 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -86226.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -86242.414062 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -86242.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -86258.468750 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -86258.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -86269.320312 Penalty: 3292.729736
	Iteration 16Q: 3 clusters Score -86269.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -86296.257812 Penalty: 3292.729736
	Iteration 17Q: 3 clusters Score -86296.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -86315.210938 Penalty: 3292.729736
	Iteration 18Q: 3 clusters Score -86315.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -86331.679688 Penalty: 3292.729736
	Iteration 19Q: 3 clusters Score -86331.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -86353.195312 Penalty: 3292.729736
	Iteration 20F: 3 clusters Score -86353.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -86384.359375 Penalty: 3292.729736
	Iteration 21Q: 3 clusters Score -86384.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -86400.398438 Penalty: 3292.729736
	Iteration 22Q: 3 clusters Score -86400.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -86412.453125 Penalty: 3292.729736
	Iteration 23Q: 3 clusters Score -86412.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -86421.609375 Penalty: 3292.729736
	Iteration 24Q: 3 clusters Score -86421.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -86428.523438 Penalty: 3292.729736
	Iteration 25Q: 3 clusters Score -86428.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -86435.398438 Penalty: 3292.729736
	Iteration 26Q: 3 clusters Score -86435.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -86439.343750 Penalty: 3292.729736
	Iteration 27Q: 3 clusters Score -86439.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -86446.625000 Penalty: 3292.729736
	Iteration 28Q: 3 clusters Score -86446.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -86456.367188 Penalty: 3292.729736
	Iteration 29Q: 3 clusters Score -86456.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -86464.937500 Penalty: 3292.729736
	Iteration 30Q: 3 clusters Score -86464.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -86464.937500 Penalty: 3292.729736
	Iteration 31F: 3 clusters Score -86464.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -80144.093750 Penalty: 1625.728516
	Iteration 0F: 2 clusters Score -80144.09 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 341 members 
Entering Unmasked Estep 
Score: -78450.789062 Penalty: 3251.457031
	Iteration 0F: 3 clusters Score -78450.79 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78671.984375 Penalty: 3251.457031
	Iteration 1F: 3 clusters Score -78671.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -78731.343750 Penalty: 3251.457031
	Iteration 2F: 3 clusters Score -78731.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -78777.804688 Penalty: 3251.457031
	Iteration 3Q: 3 clusters Score -78777.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -78794.664062 Penalty: 3251.457031
	Iteration 4Q: 3 clusters Score -78794.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -78807.937500 Penalty: 3251.457031
	Iteration 5Q: 3 clusters Score -78807.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -78829.718750 Penalty: 3251.457031
	Iteration 6Q: 3 clusters Score -78829.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -78845.664062 Penalty: 3251.457031
	Iteration 7Q: 3 clusters Score -78845.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -78853.570312 Penalty: 3251.457031
	Iteration 8Q: 3 clusters Score -78853.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -78856.132812 Penalty: 3251.457031
	Iteration 9Q: 3 clusters Score -78856.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -78857.460938 Penalty: 3251.457031
	Iteration 10Q: 3 clusters Score -78857.46 nChanged 1
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: -78857.984375 Penalty: 3251.457031
	Iteration 11Q: 3 clusters Score -78857.98 nChanged 0
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: -78857.984375 Penalty: 3251.457031
	Iteration 12F: 3 clusters Score -78857.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -26992.591797 Penalty: 1364.312134
	Iteration 0F: 2 clusters Score -26992.59 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: -25813.144531 Penalty: 2728.624268
	Iteration 0F: 3 clusters Score -25813.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25876.375000 Penalty: 2728.624268
	Iteration 1F: 3 clusters Score -25876.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25906.583984 Penalty: 2728.624268
	Iteration 2Q: 3 clusters Score -25906.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25911.333984 Penalty: 2728.624268
	Iteration 3Q: 3 clusters Score -25911.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25911.333984 Penalty: 2728.624268
	Iteration 4F: 3 clusters Score -25911.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -76482.515625 Penalty: 1626.784546
	Iteration 0F: 2 clusters Score -76482.52 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 349 members 
Entering Unmasked Estep 
Score: -74797.101562 Penalty: 3253.569092
	Iteration 0F: 3 clusters Score -74797.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -75043.695312 Penalty: 3253.569092
	Iteration 1F: 3 clusters Score -75043.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -75111.593750 Penalty: 3253.569092
	Iteration 2Q: 3 clusters Score -75111.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75152.757812 Penalty: 3253.569092
	Iteration 3Q: 3 clusters Score -75152.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75181.031250 Penalty: 3253.569092
	Iteration 4Q: 3 clusters Score -75181.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -75203.710938 Penalty: 3253.569092
	Iteration 5Q: 3 clusters Score -75203.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -75216.203125 Penalty: 3253.569092
	Iteration 6Q: 3 clusters Score -75216.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75221.070312 Penalty: 3253.569092
	Iteration 7Q: 3 clusters Score -75221.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75224.507812 Penalty: 3253.569092
	Iteration 8Q: 3 clusters Score -75224.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -75226.007812 Penalty: 3253.569092
	Iteration 9Q: 3 clusters Score -75226.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -75229.351562 Penalty: 3253.569092
	Iteration 10Q: 3 clusters Score -75229.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -75232.093750 Penalty: 3253.569092
	Iteration 11Q: 3 clusters Score -75232.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75235.585938 Penalty: 3253.569092
	Iteration 12Q: 3 clusters Score -75235.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -75238.296875 Penalty: 3253.569092
	Iteration 13Q: 3 clusters Score -75238.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -75238.296875 Penalty: 3253.569092
	Iteration 14F: 3 clusters Score -75238.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Entering Unmasked Estep 
Score: -2389156.500000 Penalty: 2443.043701
	Iteration 0F: 2 clusters Score -2389156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2375689.750000 Penalty: 4886.087402
	Iteration 0F: 3 clusters Score -2375690 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2380088.250000 Penalty: 4886.087402
	Iteration 1F: 3 clusters Score -2380088 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2380463.250000 Penalty: 4886.087402
	Iteration 2F: 3 clusters Score -2380463 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2380772.000000 Penalty: 4886.087402
	Iteration 3Q: 3 clusters Score -2380772 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2381040.000000 Penalty: 4886.087402
	Iteration 4Q: 3 clusters Score -2381040 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2381258.000000 Penalty: 4886.087402
	Iteration 5Q: 3 clusters Score -2381258 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2381461.750000 Penalty: 4886.087402
	Iteration 6Q: 3 clusters Score -2381462 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2381672.000000 Penalty: 4886.087402
	Iteration 7Q: 3 clusters Score -2381672 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2381871.250000 Penalty: 4886.087402
	Iteration 8Q: 3 clusters Score -2381871 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2382112.750000 Penalty: 4886.087402
	Iteration 9Q: 3 clusters Score -2382113 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2382426.500000 Penalty: 4886.087402
	Iteration 10Q: 3 clusters Score -2382426 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2382827.750000 Penalty: 4886.087402
	Iteration 11Q: 3 clusters Score -2382828 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2383374.250000 Penalty: 4886.087402
	Iteration 12Q: 3 clusters Score -2383374 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2384027.250000 Penalty: 4886.087402
	Iteration 13Q: 3 clusters Score -2384027 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2384652.500000 Penalty: 4886.087402
	Iteration 14Q: 3 clusters Score -2384652 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2385191.250000 Penalty: 4886.087402
	Iteration 15Q: 3 clusters Score -2385191 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2385573.750000 Penalty: 4886.087402
	Iteration 16Q: 3 clusters Score -2385574 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2385876.750000 Penalty: 4886.087402
	Iteration 17Q: 3 clusters Score -2385877 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2386113.750000 Penalty: 4886.087402
	Iteration 18Q: 3 clusters Score -2386114 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2386289.750000 Penalty: 4886.087402
	Iteration 19Q: 3 clusters Score -2386290 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2386450.000000 Penalty: 4886.087402
	Iteration 20F: 3 clusters Score -2386450 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2386569.000000 Penalty: 4886.087402
	Iteration 21Q: 3 clusters Score -2386569 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2386702.250000 Penalty: 4886.087402
	Iteration 22Q: 3 clusters Score -2386702 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2386821.250000 Penalty: 4886.087402
	Iteration 23Q: 3 clusters Score -2386821 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2386915.250000 Penalty: 4886.087402
	Iteration 24Q: 3 clusters Score -2386915 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2387001.250000 Penalty: 4886.087402
	Iteration 25Q: 3 clusters Score -2387001 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2387073.500000 Penalty: 4886.087402
	Iteration 26Q: 3 clusters Score -2387074 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2387128.250000 Penalty: 4886.087402
	Iteration 27Q: 3 clusters Score -2387128 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2387161.000000 Penalty: 4886.087402
	Iteration 28Q: 3 clusters Score -2387161 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2387178.750000 Penalty: 4886.087402
	Iteration 29Q: 3 clusters Score -2387179 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2387192.750000 Penalty: 4886.087402
	Iteration 30Q: 3 clusters Score -2387193 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2387212.500000 Penalty: 4886.087402
	Iteration 31Q: 3 clusters Score -2387212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2387225.000000 Penalty: 4886.087402
	Iteration 32Q: 3 clusters Score -2387225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2387229.750000 Penalty: 4886.087402
	Iteration 33Q: 3 clusters Score -2387230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2387240.500000 Penalty: 4886.087402
	Iteration 34Q: 3 clusters Score -2387240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2387248.000000 Penalty: 4886.087402
	Iteration 35Q: 3 clusters Score -2387248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2387261.250000 Penalty: 4886.087402
	Iteration 36Q: 3 clusters Score -2387261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2387264.750000 Penalty: 4886.087402
	Iteration 37Q: 3 clusters Score -2387265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2387273.000000 Penalty: 4886.087402
	Iteration 38Q: 3 clusters Score -2387273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2387271.000000 Penalty: 4886.087402
	Iteration 39Q: 3 clusters Score -2387271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2387275.500000 Penalty: 4886.087402
	Iteration 40F: 3 clusters Score -2387276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2387277.500000 Penalty: 4886.087402
	Iteration 41Q: 3 clusters Score -2387278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2387278.500000 Penalty: 4886.087402
	Iteration 42Q: 3 clusters Score -2387278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2387280.750000 Penalty: 4886.087402
	Iteration 43Q: 3 clusters Score -2387281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2387288.000000 Penalty: 4886.087402
	Iteration 44Q: 3 clusters Score -2387288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2387290.000000 Penalty: 4886.087402
	Iteration 45Q: 3 clusters Score -2387290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2387290.000000 Penalty: 4886.087402
	Iteration 46Q: 3 clusters Score -2387290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2387293.750000 Penalty: 4886.087402
	Iteration 47Q: 3 clusters Score -2387294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2387295.000000 Penalty: 4886.087402
	Iteration 48Q: 3 clusters Score -2387295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2387296.000000 Penalty: 4886.087402
	Iteration 49Q: 3 clusters Score -2387296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2387296.000000 Penalty: 4886.087402
	Iteration 50Q: 3 clusters Score -2387296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2387296.250000 Penalty: 4886.087402
	Iteration 51Q: 3 clusters Score -2387296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2387292.250000 Penalty: 4886.087402
	Iteration 52Q: 3 clusters Score -2387292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2387293.500000 Penalty: 4886.087402
	Iteration 53Q: 3 clusters Score -2387294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2387294.250000 Penalty: 4886.087402
	Iteration 54Q: 3 clusters Score -2387294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2387294.250000 Penalty: 4886.087402
	Iteration 55F: 3 clusters Score -2387294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232575 members 
Mstep: Class 2 contains 11108 members 
Mstep: Class 3 contains 241170 members 
Mstep: Class 4 contains 32219 members 
Mstep: Class 5 contains 6121 members 
Mstep: Class 6 contains 65679 members 
Mstep: Class 7 contains 25957 members 
Mstep: Class 8 contains 31456 members 
Mstep: Class 9 contains 38621 members 
Mstep: Class 10 contains 16532 members 
Mstep: Class 11 contains 22932 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 225236 members 
Mstep: Class 14 contains 126927 members 
Mstep: Class 15 contains 6346 members 
Mstep: Class 16 contains 69576 members 
Mstep: Class 17 contains 15984 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7189 members 
Mstep: Class 20 contains 32988 members 
Mstep: Class 21 contains 57188 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11029 members 
Mstep: Class 24 contains 9517 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 18977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439248.000000 Penalty: 104923.953125
Iteration 199Q: 31 clusters Score -1.584392e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232570 members 
Mstep: Class 2 contains 11109 members 
Mstep: Class 3 contains 241155 members 
Mstep: Class 4 contains 32219 members 
Mstep: Class 5 contains 6148 members 
Mstep: Class 6 contains 65655 members 
Mstep: Class 7 contains 25955 members 
Mstep: Class 8 contains 31445 members 
Mstep: Class 9 contains 38622 members 
Mstep: Class 10 contains 16532 members 
Mstep: Class 11 contains 22921 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 225230 members 
Mstep: Class 14 contains 126934 members 
Mstep: Class 15 contains 6347 members 
Mstep: Class 16 contains 69569 members 
Mstep: Class 17 contains 15984 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7192 members 
Mstep: Class 20 contains 32989 members 
Mstep: Class 21 contains 57191 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11031 members 
Mstep: Class 24 contains 9517 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 19012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439312.000000 Penalty: 104923.953125
Iteration 200F: 31 clusters Score -1.584393e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232565 members 
Mstep: Class 2 contains 11108 members 
Mstep: Class 3 contains 241152 members 
Mstep: Class 4 contains 32219 members 
Mstep: Class 5 contains 6172 members 
Mstep: Class 6 contains 65634 members 
Mstep: Class 7 contains 25952 members 
Mstep: Class 8 contains 31432 members 
Mstep: Class 9 contains 38621 members 
Mstep: Class 10 contains 16532 members 
Mstep: Class 11 contains 22914 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 225225 members 
Mstep: Class 14 contains 126940 members 
Mstep: Class 15 contains 6347 members 
Mstep: Class 16 contains 69559 members 
Mstep: Class 17 contains 15983 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7198 members 
Mstep: Class 20 contains 32988 members 
Mstep: Class 21 contains 57196 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11032 members 
Mstep: Class 24 contains 9512 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 19046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439328.000000 Penalty: 104923.953125
Iteration 201Q: 31 clusters Score -1.584393e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232558 members 
Mstep: Class 2 contains 11106 members 
Mstep: Class 3 contains 241156 members 
Mstep: Class 4 contains 32220 members 
Mstep: Class 5 contains 6195 members 
Mstep: Class 6 contains 65602 members 
Mstep: Class 7 contains 25950 members 
Mstep: Class 8 contains 31420 members 
Mstep: Class 9 contains 38620 members 
Mstep: Class 10 contains 16532 members 
Mstep: Class 11 contains 22905 members 
Mstep: Class 12 contains 23887 members 
Mstep: Class 13 contains 225225 members 
Mstep: Class 14 contains 126955 members 
Mstep: Class 15 contains 6347 members 
Mstep: Class 16 contains 69549 members 
Mstep: Class 17 contains 15985 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7202 members 
Mstep: Class 20 contains 32986 members 
Mstep: Class 21 contains 57201 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11033 members 
Mstep: Class 24 contains 9512 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 19069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439232.000000 Penalty: 104923.953125
Iteration 202Q: 31 clusters Score -1.584392e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232554 members 
Mstep: Class 2 contains 11106 members 
Mstep: Class 3 contains 241158 members 
Mstep: Class 4 contains 32220 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 65579 members 
Mstep: Class 7 contains 25946 members 
Mstep: Class 8 contains 31415 members 
Mstep: Class 9 contains 38620 members 
Mstep: Class 10 contains 16531 members 
Mstep: Class 11 contains 22899 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 225221 members 
Mstep: Class 14 contains 126970 members 
Mstep: Class 15 contains 6347 members 
Mstep: Class 16 contains 69547 members 
Mstep: Class 17 contains 15986 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7201 members 
Mstep: Class 20 contains 32984 members 
Mstep: Class 21 contains 57204 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11033 members 
Mstep: Class 24 contains 9512 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 19086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439280.000000 Penalty: 104923.953125
Iteration 203Q: 31 clusters Score -1.584393e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232551 members 
Mstep: Class 2 contains 11105 members 
Mstep: Class 3 contains 241160 members 
Mstep: Class 4 contains 32220 members 
Mstep: Class 5 contains 6224 members 
Mstep: Class 6 contains 65565 members 
Mstep: Class 7 contains 25946 members 
Mstep: Class 8 contains 31410 members 
Mstep: Class 9 contains 38620 members 
Mstep: Class 10 contains 16532 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 23887 members 
Mstep: Class 13 contains 225216 members 
Mstep: Class 14 contains 126986 members 
Mstep: Class 15 contains 6347 members 
Mstep: Class 16 contains 69537 members 
Mstep: Class 17 contains 15986 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7197 members 
Mstep: Class 20 contains 32981 members 
Mstep: Class 21 contains 57204 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11033 members 
Mstep: Class 24 contains 9510 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 19104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439152.000000 Penalty: 104923.953125
Iteration 204Q: 31 clusters Score -1.584392e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232549 members 
Mstep: Class 2 contains 11107 members 
Mstep: Class 3 contains 241153 members 
Mstep: Class 4 contains 32220 members 
Mstep: Class 5 contains 6236 members 
Mstep: Class 6 contains 65566 members 
Mstep: Class 7 contains 25944 members 
Mstep: Class 8 contains 31406 members 
Mstep: Class 9 contains 38619 members 
Mstep: Class 10 contains 16532 members 
Mstep: Class 11 contains 22890 members 
Mstep: Class 12 contains 23886 members 
Mstep: Class 13 contains 225210 members 
Mstep: Class 14 contains 126994 members 
Mstep: Class 15 contains 6347 members 
Mstep: Class 16 contains 69524 members 
Mstep: Class 17 contains 15986 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7197 members 
Mstep: Class 20 contains 32974 members 
Mstep: Class 21 contains 57203 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11033 members 
Mstep: Class 24 contains 9507 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 19132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439216.000000 Penalty: 104923.953125
Iteration 205Q: 31 clusters Score -1.584392e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232543 members 
Mstep: Class 2 contains 11110 members 
Mstep: Class 3 contains 241141 members 
Mstep: Class 4 contains 32219 members 
Mstep: Class 5 contains 6248 members 
Mstep: Class 6 contains 65554 members 
Mstep: Class 7 contains 25946 members 
Mstep: Class 8 contains 31400 members 
Mstep: Class 9 contains 38621 members 
Mstep: Class 10 contains 16536 members 
Mstep: Class 11 contains 22886 members 
Mstep: Class 12 contains 23885 members 
Mstep: Class 13 contains 225204 members 
Mstep: Class 14 contains 127006 members 
Mstep: Class 15 contains 6347 members 
Mstep: Class 16 contains 69509 members 
Mstep: Class 17 contains 15985 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7200 members 
Mstep: Class 20 contains 32970 members 
Mstep: Class 21 contains 57202 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11033 members 
Mstep: Class 24 contains 9508 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 19162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439088.000000 Penalty: 104923.953125
Iteration 206Q: 31 clusters Score -1.584391e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232540 members 
Mstep: Class 2 contains 11109 members 
Mstep: Class 3 contains 241124 members 
Mstep: Class 4 contains 32221 members 
Mstep: Class 5 contains 6252 members 
Mstep: Class 6 contains 65542 members 
Mstep: Class 7 contains 25945 members 
Mstep: Class 8 contains 31394 members 
Mstep: Class 9 contains 38622 members 
Mstep: Class 10 contains 16538 members 
Mstep: Class 11 contains 22882 members 
Mstep: Class 12 contains 23885 members 
Mstep: Class 13 contains 225199 members 
Mstep: Class 14 contains 127029 members 
Mstep: Class 15 contains 6347 members 
Mstep: Class 16 contains 69494 members 
Mstep: Class 17 contains 15986 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7203 members 
Mstep: Class 20 contains 32966 members 
Mstep: Class 21 contains 57202 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11033 members 
Mstep: Class 24 contains 9510 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 19192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439168.000000 Penalty: 104923.953125
Iteration 207Q: 31 clusters Score -1.584392e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232540 members 
Mstep: Class 2 contains 11108 members 
Mstep: Class 3 contains 241115 members 
Mstep: Class 4 contains 32221 members 
Mstep: Class 5 contains 6255 members 
Mstep: Class 6 contains 65535 members 
Mstep: Class 7 contains 25944 members 
Mstep: Class 8 contains 31382 members 
Mstep: Class 9 contains 38622 members 
Mstep: Class 10 contains 16539 members 
Mstep: Class 11 contains 22879 members 
Mstep: Class 12 contains 23886 members 
Mstep: Class 13 contains 225194 members 
Mstep: Class 14 contains 127041 members 
Mstep: Class 15 contains 6347 members 
Mstep: Class 16 contains 69486 members 
Mstep: Class 17 contains 15986 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7204 members 
Mstep: Class 20 contains 32967 members 
Mstep: Class 21 contains 57206 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11033 members 
Mstep: Class 24 contains 9509 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 19216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439168.000000 Penalty: 104923.953125
Iteration 208Q: 31 clusters Score -1.584392e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232530 members 
Mstep: Class 2 contains 11108 members 
Mstep: Class 3 contains 241111 members 
Mstep: Class 4 contains 32221 members 
Mstep: Class 5 contains 6256 members 
Mstep: Class 6 contains 65525 members 
Mstep: Class 7 contains 25945 members 
Mstep: Class 8 contains 31374 members 
Mstep: Class 9 contains 38622 members 
Mstep: Class 10 contains 16538 members 
Mstep: Class 11 contains 22877 members 
Mstep: Class 12 contains 23885 members 
Mstep: Class 13 contains 225191 members 
Mstep: Class 14 contains 127062 members 
Mstep: Class 15 contains 6348 members 
Mstep: Class 16 contains 69480 members 
Mstep: Class 17 contains 15983 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7209 members 
Mstep: Class 20 contains 32970 members 
Mstep: Class 21 contains 57204 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11033 members 
Mstep: Class 24 contains 9508 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 19235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439200.000000 Penalty: 104923.953125
Iteration 209Q: 31 clusters Score -1.584392e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232529 members 
Mstep: Class 2 contains 11108 members 
Mstep: Class 3 contains 241108 members 
Mstep: Class 4 contains 32221 members 
Mstep: Class 5 contains 6267 members 
Mstep: Class 6 contains 65513 members 
Mstep: Class 7 contains 25941 members 
Mstep: Class 8 contains 31369 members 
Mstep: Class 9 contains 38621 members 
Mstep: Class 10 contains 16542 members 
Mstep: Class 11 contains 22876 members 
Mstep: Class 12 contains 23883 members 
Mstep: Class 13 contains 225181 members 
Mstep: Class 14 contains 127081 members 
Mstep: Class 15 contains 6349 members 
Mstep: Class 16 contains 69474 members 
Mstep: Class 17 contains 15984 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7207 members 
Mstep: Class 20 contains 32965 members 
Mstep: Class 21 contains 57206 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11034 members 
Mstep: Class 24 contains 9508 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 19248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439296.000000 Penalty: 104923.953125
Iteration 210Q: 31 clusters Score -1.584393e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232529 members 
Mstep: Class 2 contains 11109 members 
Mstep: Class 3 contains 241118 members 
Mstep: Class 4 contains 32218 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 65497 members 
Mstep: Class 7 contains 25938 members 
Mstep: Class 8 contains 31360 members 
Mstep: Class 9 contains 38622 members 
Mstep: Class 10 contains 16545 members 
Mstep: Class 11 contains 22875 members 
Mstep: Class 12 contains 23884 members 
Mstep: Class 13 contains 225169 members 
Mstep: Class 14 contains 127105 members 
Mstep: Class 15 contains 6349 members 
Mstep: Class 16 contains 69462 members 
Mstep: Class 17 contains 15984 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7211 members 
Mstep: Class 20 contains 32955 members 
Mstep: Class 21 contains 57206 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11035 members 
Mstep: Class 24 contains 9506 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 19257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439376.000000 Penalty: 104923.953125
Iteration 211Q: 31 clusters Score -1.584394e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232529 members 
Mstep: Class 2 contains 11111 members 
Mstep: Class 3 contains 241126 members 
Mstep: Class 4 contains 32217 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 65480 members 
Mstep: Class 7 contains 25936 members 
Mstep: Class 8 contains 31351 members 
Mstep: Class 9 contains 38624 members 
Mstep: Class 10 contains 16546 members 
Mstep: Class 11 contains 22875 members 
Mstep: Class 12 contains 23882 members 
Mstep: Class 13 contains 225163 members 
Mstep: Class 14 contains 127117 members 
Mstep: Class 15 contains 6349 members 
Mstep: Class 16 contains 69458 members 
Mstep: Class 17 contains 15985 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7209 members 
Mstep: Class 20 contains 32947 members 
Mstep: Class 21 contains 57205 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11036 members 
Mstep: Class 24 contains 9507 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 19269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439232.000000 Penalty: 104923.953125
Iteration 212Q: 31 clusters Score -1.584392e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232524 members 
Mstep: Class 2 contains 11114 members 
Mstep: Class 3 contains 241131 members 
Mstep: Class 4 contains 32215 members 
Mstep: Class 5 contains 6308 members 
Mstep: Class 6 contains 65481 members 
Mstep: Class 7 contains 25933 members 
Mstep: Class 8 contains 31339 members 
Mstep: Class 9 contains 38624 members 
Mstep: Class 10 contains 16546 members 
Mstep: Class 11 contains 22874 members 
Mstep: Class 12 contains 23881 members 
Mstep: Class 13 contains 225157 members 
Mstep: Class 14 contains 127132 members 
Mstep: Class 15 contains 6349 members 
Mstep: Class 16 contains 69441 members 
Mstep: Class 17 contains 15985 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7207 members 
Mstep: Class 20 contains 32941 members 
Mstep: Class 21 contains 57205 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11037 members 
Mstep: Class 24 contains 9506 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 19285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439440.000000 Penalty: 104923.953125
Iteration 213Q: 31 clusters Score -1.584394e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232522 members 
Mstep: Class 2 contains 11115 members 
Mstep: Class 3 contains 241128 members 
Mstep: Class 4 contains 32215 members 
Mstep: Class 5 contains 6337 members 
Mstep: Class 6 contains 65470 members 
Mstep: Class 7 contains 25933 members 
Mstep: Class 8 contains 31329 members 
Mstep: Class 9 contains 38623 members 
Mstep: Class 10 contains 16551 members 
Mstep: Class 11 contains 22873 members 
Mstep: Class 12 contains 23880 members 
Mstep: Class 13 contains 225147 members 
Mstep: Class 14 contains 127145 members 
Mstep: Class 15 contains 6349 members 
Mstep: Class 16 contains 69433 members 
Mstep: Class 17 contains 15985 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7203 members 
Mstep: Class 20 contains 32933 members 
Mstep: Class 21 contains 57205 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11038 members 
Mstep: Class 24 contains 9504 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 19297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439264.000000 Penalty: 104923.953125
Iteration 214Q: 31 clusters Score -1.584393e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232514 members 
Mstep: Class 2 contains 11116 members 
Mstep: Class 3 contains 241124 members 
Mstep: Class 4 contains 32214 members 
Mstep: Class 5 contains 6371 members 
Mstep: Class 6 contains 65450 members 
Mstep: Class 7 contains 25933 members 
Mstep: Class 8 contains 31312 members 
Mstep: Class 9 contains 38622 members 
Mstep: Class 10 contains 16554 members 
Mstep: Class 11 contains 22873 members 
Mstep: Class 12 contains 23879 members 
Mstep: Class 13 contains 225139 members 
Mstep: Class 14 contains 127162 members 
Mstep: Class 15 contains 6349 members 
Mstep: Class 16 contains 69426 members 
Mstep: Class 17 contains 15986 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7204 members 
Mstep: Class 20 contains 32927 members 
Mstep: Class 21 contains 57205 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11038 members 
Mstep: Class 24 contains 9503 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 19314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439424.000000 Penalty: 104923.953125
Iteration 215Q: 31 clusters Score -1.584394e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232509 members 
Mstep: Class 2 contains 11114 members 
Mstep: Class 3 contains 241125 members 
Mstep: Class 4 contains 32214 members 
Mstep: Class 5 contains 6396 members 
Mstep: Class 6 contains 65432 members 
Mstep: Class 7 contains 25934 members 
Mstep: Class 8 contains 31294 members 
Mstep: Class 9 contains 38617 members 
Mstep: Class 10 contains 16560 members 
Mstep: Class 11 contains 22871 members 
Mstep: Class 12 contains 23880 members 
Mstep: Class 13 contains 225131 members 
Mstep: Class 14 contains 127178 members 
Mstep: Class 15 contains 6349 members 
Mstep: Class 16 contains 69417 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7202 members 
Mstep: Class 20 contains 32922 members 
Mstep: Class 21 contains 57208 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11038 members 
Mstep: Class 24 contains 9503 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 19334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439360.000000 Penalty: 104923.953125
Iteration 216Q: 31 clusters Score -1.584394e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232502 members 
Mstep: Class 2 contains 11114 members 
Mstep: Class 3 contains 241128 members 
Mstep: Class 4 contains 32214 members 
Mstep: Class 5 contains 6439 members 
Mstep: Class 6 contains 65409 members 
Mstep: Class 7 contains 25934 members 
Mstep: Class 8 contains 31283 members 
Mstep: Class 9 contains 38615 members 
Mstep: Class 10 contains 16563 members 
Mstep: Class 11 contains 22871 members 
Mstep: Class 12 contains 23881 members 
Mstep: Class 13 contains 225121 members 
Mstep: Class 14 contains 127189 members 
Mstep: Class 15 contains 6349 members 
Mstep: Class 16 contains 69403 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7202 members 
Mstep: Class 20 contains 32914 members 
Mstep: Class 21 contains 57208 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11038 members 
Mstep: Class 24 contains 9502 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 19349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439424.000000 Penalty: 104923.953125
Iteration 217Q: 31 clusters Score -1.584394e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232496 members 
Mstep: Class 2 contains 11115 members 
Mstep: Class 3 contains 241137 members 
Mstep: Class 4 contains 32214 members 
Mstep: Class 5 contains 6480 members 
Mstep: Class 6 contains 65375 members 
Mstep: Class 7 contains 25938 members 
Mstep: Class 8 contains 31267 members 
Mstep: Class 9 contains 38614 members 
Mstep: Class 10 contains 16567 members 
Mstep: Class 11 contains 22871 members 
Mstep: Class 12 contains 23881 members 
Mstep: Class 13 contains 225112 members 
Mstep: Class 14 contains 127208 members 
Mstep: Class 15 contains 6350 members 
Mstep: Class 16 contains 69388 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7198 members 
Mstep: Class 20 contains 32904 members 
Mstep: Class 21 contains 57208 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11038 members 
Mstep: Class 24 contains 9501 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 19366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439792.000000 Penalty: 104923.953125
Iteration 218Q: 31 clusters Score -1.584398e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232484 members 
Mstep: Class 2 contains 11116 members 
Mstep: Class 3 contains 241158 members 
Mstep: Class 4 contains 32214 members 
Mstep: Class 5 contains 6537 members 
Mstep: Class 6 contains 65330 members 
Mstep: Class 7 contains 25939 members 
Mstep: Class 8 contains 31259 members 
Mstep: Class 9 contains 38613 members 
Mstep: Class 10 contains 16568 members 
Mstep: Class 11 contains 22869 members 
Mstep: Class 12 contains 23881 members 
Mstep: Class 13 contains 225102 members 
Mstep: Class 14 contains 127228 members 
Mstep: Class 15 contains 6350 members 
Mstep: Class 16 contains 69370 members 
Mstep: Class 17 contains 15985 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7199 members 
Mstep: Class 20 contains 32882 members 
Mstep: Class 21 contains 57211 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11038 members 
Mstep: Class 24 contains 9500 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 19382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439728.000000 Penalty: 104923.953125
Iteration 219Q: 31 clusters Score -1.584397e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232476 members 
Mstep: Class 2 contains 11114 members 
Mstep: Class 3 contains 241165 members 
Mstep: Class 4 contains 32212 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 65289 members 
Mstep: Class 7 contains 25942 members 
Mstep: Class 8 contains 31244 members 
Mstep: Class 9 contains 38612 members 
Mstep: Class 10 contains 16567 members 
Mstep: Class 11 contains 22866 members 
Mstep: Class 12 contains 23881 members 
Mstep: Class 13 contains 225099 members 
Mstep: Class 14 contains 127255 members 
Mstep: Class 15 contains 6351 members 
Mstep: Class 16 contains 69348 members 
Mstep: Class 17 contains 15984 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7196 members 
Mstep: Class 20 contains 32865 members 
Mstep: Class 21 contains 57211 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11039 members 
Mstep: Class 24 contains 9501 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 19396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439616.000000 Penalty: 104923.953125
Iteration 220F: 31 clusters Score -1.584396e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232471 members 
Mstep: Class 2 contains 11113 members 
Mstep: Class 3 contains 241160 members 
Mstep: Class 4 contains 32211 members 
Mstep: Class 5 contains 6685 members 
Mstep: Class 6 contains 65238 members 
Mstep: Class 7 contains 25942 members 
Mstep: Class 8 contains 31235 members 
Mstep: Class 9 contains 38615 members 
Mstep: Class 10 contains 16564 members 
Mstep: Class 11 contains 22864 members 
Mstep: Class 12 contains 23882 members 
Mstep: Class 13 contains 225095 members 
Mstep: Class 14 contains 127272 members 
Mstep: Class 15 contains 6351 members 
Mstep: Class 16 contains 69333 members 
Mstep: Class 17 contains 15984 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7196 members 
Mstep: Class 20 contains 32847 members 
Mstep: Class 21 contains 57214 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11040 members 
Mstep: Class 24 contains 9496 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 19407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439680.000000 Penalty: 104923.953125
Iteration 221Q: 31 clusters Score -1.584397e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232465 members 
Mstep: Class 2 contains 11116 members 
Mstep: Class 3 contains 241170 members 
Mstep: Class 4 contains 32207 members 
Mstep: Class 5 contains 6765 members 
Mstep: Class 6 contains 65193 members 
Mstep: Class 7 contains 25944 members 
Mstep: Class 8 contains 31222 members 
Mstep: Class 9 contains 38616 members 
Mstep: Class 10 contains 16564 members 
Mstep: Class 11 contains 22860 members 
Mstep: Class 12 contains 23884 members 
Mstep: Class 13 contains 225078 members 
Mstep: Class 14 contains 127306 members 
Mstep: Class 15 contains 6351 members 
Mstep: Class 16 contains 69308 members 
Mstep: Class 17 contains 15984 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7192 members 
Mstep: Class 20 contains 32824 members 
Mstep: Class 21 contains 57215 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11040 members 
Mstep: Class 24 contains 9490 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 19420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439776.000000 Penalty: 104923.953125
Iteration 222Q: 31 clusters Score -1.584398e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232459 members 
Mstep: Class 2 contains 11117 members 
Mstep: Class 3 contains 241169 members 
Mstep: Class 4 contains 32205 members 
Mstep: Class 5 contains 6856 members 
Mstep: Class 6 contains 65130 members 
Mstep: Class 7 contains 25941 members 
Mstep: Class 8 contains 31212 members 
Mstep: Class 9 contains 38618 members 
Mstep: Class 10 contains 16563 members 
Mstep: Class 11 contains 22858 members 
Mstep: Class 12 contains 23883 members 
Mstep: Class 13 contains 225067 members 
Mstep: Class 14 contains 127348 members 
Mstep: Class 15 contains 6351 members 
Mstep: Class 16 contains 69286 members 
Mstep: Class 17 contains 15986 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7192 members 
Mstep: Class 20 contains 32790 members 
Mstep: Class 21 contains 57214 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11040 members 
Mstep: Class 24 contains 9487 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 19442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439776.000000 Penalty: 104923.953125
Iteration 223Q: 31 clusters Score -1.584398e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232450 members 
Mstep: Class 2 contains 11122 members 
Mstep: Class 3 contains 241171 members 
Mstep: Class 4 contains 32203 members 
Mstep: Class 5 contains 6934 members 
Mstep: Class 6 contains 65053 members 
Mstep: Class 7 contains 25942 members 
Mstep: Class 8 contains 31199 members 
Mstep: Class 9 contains 38622 members 
Mstep: Class 10 contains 16560 members 
Mstep: Class 11 contains 22855 members 
Mstep: Class 12 contains 23884 members 
Mstep: Class 13 contains 225058 members 
Mstep: Class 14 contains 127412 members 
Mstep: Class 15 contains 6351 members 
Mstep: Class 16 contains 69256 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7194 members 
Mstep: Class 20 contains 32757 members 
Mstep: Class 21 contains 57212 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11040 members 
Mstep: Class 24 contains 9488 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 19464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439840.000000 Penalty: 104923.953125
Iteration 224Q: 31 clusters Score -1.584398e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232436 members 
Mstep: Class 2 contains 11131 members 
Mstep: Class 3 contains 241183 members 
Mstep: Class 4 contains 32198 members 
Mstep: Class 5 contains 7001 members 
Mstep: Class 6 contains 65006 members 
Mstep: Class 7 contains 25940 members 
Mstep: Class 8 contains 31187 members 
Mstep: Class 9 contains 38623 members 
Mstep: Class 10 contains 16559 members 
Mstep: Class 11 contains 22848 members 
Mstep: Class 12 contains 23886 members 
Mstep: Class 13 contains 225047 members 
Mstep: Class 14 contains 127481 members 
Mstep: Class 15 contains 6351 members 
Mstep: Class 16 contains 69225 members 
Mstep: Class 17 contains 15985 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7198 members 
Mstep: Class 20 contains 32717 members 
Mstep: Class 21 contains 57212 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11041 members 
Mstep: Class 24 contains 9484 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 19475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439936.000000 Penalty: 104923.953125
Iteration 225Q: 31 clusters Score -1.584399e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232422 members 
Mstep: Class 2 contains 11135 members 
Mstep: Class 3 contains 241203 members 
Mstep: Class 4 contains 32196 members 
Mstep: Class 5 contains 7095 members 
Mstep: Class 6 contains 64928 members 
Mstep: Class 7 contains 25940 members 
Mstep: Class 8 contains 31182 members 
Mstep: Class 9 contains 38626 members 
Mstep: Class 10 contains 16559 members 
Mstep: Class 11 contains 22843 members 
Mstep: Class 12 contains 23885 members 
Mstep: Class 13 contains 225027 members 
Mstep: Class 14 contains 127557 members 
Mstep: Class 15 contains 6351 members 
Mstep: Class 16 contains 69189 members 
Mstep: Class 17 contains 15985 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7195 members 
Mstep: Class 20 contains 32683 members 
Mstep: Class 21 contains 57212 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11041 members 
Mstep: Class 24 contains 9476 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 19484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439792.000000 Penalty: 104923.953125
Iteration 226Q: 31 clusters Score -1.584398e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232406 members 
Mstep: Class 2 contains 11140 members 
Mstep: Class 3 contains 241223 members 
Mstep: Class 4 contains 32196 members 
Mstep: Class 5 contains 7208 members 
Mstep: Class 6 contains 64828 members 
Mstep: Class 7 contains 25939 members 
Mstep: Class 8 contains 31169 members 
Mstep: Class 9 contains 38627 members 
Mstep: Class 10 contains 16559 members 
Mstep: Class 11 contains 22838 members 
Mstep: Class 12 contains 23886 members 
Mstep: Class 13 contains 225006 members 
Mstep: Class 14 contains 127633 members 
Mstep: Class 15 contains 6351 members 
Mstep: Class 16 contains 69161 members 
Mstep: Class 17 contains 15985 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7190 members 
Mstep: Class 20 contains 32645 members 
Mstep: Class 21 contains 57212 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11041 members 
Mstep: Class 24 contains 9477 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 19494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158440032.000000 Penalty: 104923.953125
Iteration 227Q: 31 clusters Score -1.5844e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232396 members 
Mstep: Class 2 contains 11143 members 
Mstep: Class 3 contains 241236 members 
Mstep: Class 4 contains 32194 members 
Mstep: Class 5 contains 7342 members 
Mstep: Class 6 contains 64713 members 
Mstep: Class 7 contains 25939 members 
Mstep: Class 8 contains 31160 members 
Mstep: Class 9 contains 38633 members 
Mstep: Class 10 contains 16557 members 
Mstep: Class 11 contains 22836 members 
Mstep: Class 12 contains 23890 members 
Mstep: Class 13 contains 224989 members 
Mstep: Class 14 contains 127718 members 
Mstep: Class 15 contains 6351 members 
Mstep: Class 16 contains 69132 members 
Mstep: Class 17 contains 15983 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7180 members 
Mstep: Class 20 contains 32583 members 
Mstep: Class 21 contains 57216 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11041 members 
Mstep: Class 24 contains 9477 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 19505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158440400.000000 Penalty: 104923.953125
Iteration 228Q: 31 clusters Score -1.584404e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232391 members 
Mstep: Class 2 contains 11144 members 
Mstep: Class 3 contains 241229 members 
Mstep: Class 4 contains 32191 members 
Mstep: Class 5 contains 7458 members 
Mstep: Class 6 contains 64628 members 
Mstep: Class 7 contains 25939 members 
Mstep: Class 8 contains 31151 members 
Mstep: Class 9 contains 38636 members 
Mstep: Class 10 contains 16549 members 
Mstep: Class 11 contains 22828 members 
Mstep: Class 12 contains 23896 members 
Mstep: Class 13 contains 224958 members 
Mstep: Class 14 contains 127803 members 
Mstep: Class 15 contains 6351 members 
Mstep: Class 16 contains 69100 members 
Mstep: Class 17 contains 15983 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7181 members 
Mstep: Class 20 contains 32538 members 
Mstep: Class 21 contains 57218 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11042 members 
Mstep: Class 24 contains 9480 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 708 members 
Mstep: Class 30 contains 19519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158440288.000000 Penalty: 104923.953125
Iteration 229Q: 31 clusters Score -1.584403e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232382 members 
Mstep: Class 2 contains 11151 members 
Mstep: Class 3 contains 241245 members 
Mstep: Class 4 contains 32188 members 
Mstep: Class 5 contains 7523 members 
Mstep: Class 6 contains 64582 members 
Mstep: Class 7 contains 25940 members 
Mstep: Class 8 contains 31145 members 
Mstep: Class 9 contains 38637 members 
Mstep: Class 10 contains 16541 members 
Mstep: Class 11 contains 22817 members 
Mstep: Class 12 contains 23896 members 
Mstep: Class 13 contains 224927 members 
Mstep: Class 14 contains 127886 members 
Mstep: Class 15 contains 6351 members 
Mstep: Class 16 contains 69068 members 
Mstep: Class 17 contains 15983 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7185 members 
Mstep: Class 20 contains 32493 members 
Mstep: Class 21 contains 57221 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11042 members 
Mstep: Class 24 contains 9479 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 708 members 
Mstep: Class 30 contains 19531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158440256.000000 Penalty: 104923.953125
Iteration 230Q: 31 clusters Score -1.584403e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232378 members 
Mstep: Class 2 contains 11148 members 
Mstep: Class 3 contains 241263 members 
Mstep: Class 4 contains 32187 members 
Mstep: Class 5 contains 7588 members 
Mstep: Class 6 contains 64561 members 
Mstep: Class 7 contains 25939 members 
Mstep: Class 8 contains 31129 members 
Mstep: Class 9 contains 38638 members 
Mstep: Class 10 contains 16538 members 
Mstep: Class 11 contains 22806 members 
Mstep: Class 12 contains 23897 members 
Mstep: Class 13 contains 224895 members 
Mstep: Class 14 contains 127940 members 
Mstep: Class 15 contains 6351 members 
Mstep: Class 16 contains 69031 members 
Mstep: Class 17 contains 15982 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7187 members 
Mstep: Class 20 contains 32463 members 
Mstep: Class 21 contains 57227 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11044 members 
Mstep: Class 24 contains 9479 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 708 members 
Mstep: Class 30 contains 19542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158440336.000000 Penalty: 104923.953125
Iteration 231Q: 31 clusters Score -1.584403e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232376 members 
Mstep: Class 2 contains 11146 members 
Mstep: Class 3 contains 241289 members 
Mstep: Class 4 contains 32184 members 
Mstep: Class 5 contains 7666 members 
Mstep: Class 6 contains 64535 members 
Mstep: Class 7 contains 25939 members 
Mstep: Class 8 contains 31115 members 
Mstep: Class 9 contains 38637 members 
Mstep: Class 10 contains 16539 members 
Mstep: Class 11 contains 22792 members 
Mstep: Class 12 contains 23894 members 
Mstep: Class 13 contains 224855 members 
Mstep: Class 14 contains 127995 members 
Mstep: Class 15 contains 6352 members 
Mstep: Class 16 contains 69000 members 
Mstep: Class 17 contains 15983 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7188 members 
Mstep: Class 20 contains 32427 members 
Mstep: Class 21 contains 57227 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11046 members 
Mstep: Class 24 contains 9475 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 708 members 
Mstep: Class 30 contains 19553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158440320.000000 Penalty: 104923.953125
Iteration 232Q: 31 clusters Score -1.584403e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232369 members 
Mstep: Class 2 contains 11156 members 
Mstep: Class 3 contains 241295 members 
Mstep: Class 4 contains 32179 members 
Mstep: Class 5 contains 7707 members 
Mstep: Class 6 contains 64516 members 
Mstep: Class 7 contains 25941 members 
Mstep: Class 8 contains 31109 members 
Mstep: Class 9 contains 38637 members 
Mstep: Class 10 contains 16531 members 
Mstep: Class 11 contains 22781 members 
Mstep: Class 12 contains 23893 members 
Mstep: Class 13 contains 224812 members 
Mstep: Class 14 contains 128062 members 
Mstep: Class 15 contains 6353 members 
Mstep: Class 16 contains 68981 members 
Mstep: Class 17 contains 15979 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7192 members 
Mstep: Class 20 contains 32401 members 
Mstep: Class 21 contains 57228 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11047 members 
Mstep: Class 24 contains 9480 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 708 members 
Mstep: Class 30 contains 19564 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 233Q: 31 clusters Score -1.584403e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232374 members 
Mstep: Class 2 contains 11155 members 
Mstep: Class 3 contains 241290 members 
Mstep: Class 4 contains 32179 members 
Mstep: Class 5 contains 7732 members 
Mstep: Class 6 contains 64503 members 
Mstep: Class 7 contains 25941 members 
Mstep: Class 8 contains 31100 members 
Mstep: Class 9 contains 38638 members 
Mstep: Class 10 contains 16526 members 
Mstep: Class 11 contains 22772 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 224779 members 
Mstep: Class 14 contains 128129 members 
Mstep: Class 15 contains 6353 members 
Mstep: Class 16 contains 68955 members 
Mstep: Class 17 contains 15980 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7194 members 
Mstep: Class 20 contains 32381 members 
Mstep: Class 21 contains 57228 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11049 members 
Mstep: Class 24 contains 9483 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 708 members 
Mstep: Class 30 contains 19584 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 234Q: 31 clusters Score -1.584404e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232380 members 
Mstep: Class 2 contains 11152 members 
Mstep: Class 3 contains 241304 members 
Mstep: Class 4 contains 32180 members 
Mstep: Class 5 contains 7762 members 
Mstep: Class 6 contains 64496 members 
Mstep: Class 7 contains 25940 members 
Mstep: Class 8 contains 31084 members 
Mstep: Class 9 contains 38640 members 
Mstep: Class 10 contains 16529 members 
Mstep: Class 11 contains 22768 members 
Mstep: Class 12 contains 23886 members 
Mstep: Class 13 contains 224739 members 
Mstep: Class 14 contains 128178 members 
Mstep: Class 15 contains 6353 members 
Mstep: Class 16 contains 68936 members 
Mstep: Class 17 contains 15979 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7192 members 
Mstep: Class 20 contains 32358 members 
Mstep: Class 21 contains 57228 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11049 members 
Mstep: Class 24 contains 9483 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 708 members 
Mstep: Class 30 contains 19597 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 235Q: 31 clusters Score -1.584401e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232385 members 
Mstep: Class 2 contains 11153 members 
Mstep: Class 3 contains 241309 members 
Mstep: Class 4 contains 32180 members 
Mstep: Class 5 contains 7787 members 
Mstep: Class 6 contains 64497 members 
Mstep: Class 7 contains 25941 members 
Mstep: Class 8 contains 31066 members 
Mstep: Class 9 contains 38639 members 
Mstep: Class 10 contains 16529 members 
Mstep: Class 11 contains 22763 members 
Mstep: Class 12 contains 23885 members 
Mstep: Class 13 contains 224709 members 
Mstep: Class 14 contains 128221 members 
Mstep: Class 15 contains 6353 members 
Mstep: Class 16 contains 68912 members 
Mstep: Class 17 contains 15981 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7195 members 
Mstep: Class 20 contains 32332 members 
Mstep: Class 21 contains 57231 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11049 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 708 members 
Mstep: Class 30 contains 19615 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 236Q: 31 clusters Score -1.584403e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232387 members 
Mstep: Class 2 contains 11153 members 
Mstep: Class 3 contains 241312 members 
Mstep: Class 4 contains 32182 members 
Mstep: Class 5 contains 7790 members 
Mstep: Class 6 contains 64501 members 
Mstep: Class 7 contains 25943 members 
Mstep: Class 8 contains 31049 members 
Mstep: Class 9 contains 38639 members 
Mstep: Class 10 contains 16531 members 
Mstep: Class 11 contains 22757 members 
Mstep: Class 12 contains 23890 members 
Mstep: Class 13 contains 224676 members 
Mstep: Class 14 contains 128266 members 
Mstep: Class 15 contains 6354 members 
Mstep: Class 16 contains 68898 members 
Mstep: Class 17 contains 15981 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7197 members 
Mstep: Class 20 contains 32317 members 
Mstep: Class 21 contains 57231 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11049 members 
Mstep: Class 24 contains 9482 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 708 members 
Mstep: Class 30 contains 19628 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 237Q: 31 clusters Score -1.584402e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232391 members 
Mstep: Class 2 contains 11156 members 
Mstep: Class 3 contains 241333 members 
Mstep: Class 4 contains 32182 members 
Mstep: Class 5 contains 7812 members 
Mstep: Class 6 contains 64488 members 
Mstep: Class 7 contains 25946 members 
Mstep: Class 8 contains 31030 members 
Mstep: Class 9 contains 38641 members 
Mstep: Class 10 contains 16532 members 
Mstep: Class 11 contains 22754 members 
Mstep: Class 12 contains 23895 members 
Mstep: Class 13 contains 224653 members 
Mstep: Class 14 contains 128289 members 
Mstep: Class 15 contains 6355 members 
Mstep: Class 16 contains 68876 members 
Mstep: Class 17 contains 15983 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7196 members 
Mstep: Class 20 contains 32298 members 
Mstep: Class 21 contains 57231 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11048 members 
Mstep: Class 24 contains 9486 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 708 members 
Mstep: Class 30 contains 19638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158440416.000000 Penalty: 104923.953125
Iteration 238Q: 31 clusters Score -1.584404e+08 nChanged 205
Entering ConstructFrom: 
Score: -158440416.000000 Penalty: 104923.953125
Entering ConstructFrom: 
Trying to split cluster 1 (232394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232394 members 
Entering Unmasked Estep 
Score: -28356482.000000 Penalty: 3064.334961
	Iteration 0F: 2 clusters Score -2.835648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116346 members 
Mstep: Class 2 contains 116048 members 
Entering Unmasked Estep 
Score: -28204008.000000 Penalty: 6128.669922
	Iteration 0F: 3 clusters Score -2.820401e+07 nChanged 112159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115555 members 
Mstep: Class 2 contains 116839 members 
Entering Unmasked Estep 
Score: -28271624.000000 Penalty: 6128.669922
	Iteration 1F: 3 clusters Score -2.827162e+07 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114285 members 
Mstep: Class 2 contains 118109 members 
Entering Unmasked Estep 
Score: -28274124.000000 Penalty: 6128.669922
	Iteration 2Q: 3 clusters Score -2.827412e+07 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112172 members 
Mstep: Class 2 contains 120222 members 
Entering Unmasked Estep 
Score: -28277936.000000 Penalty: 6128.669922
	Iteration 3Q: 3 clusters Score -2.827794e+07 nChanged 11951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109153 members 
Mstep: Class 2 contains 123241 members 
Entering Unmasked Estep 
Score: -28283240.000000 Penalty: 6128.669922
	Iteration 4F: 3 clusters Score -2.828324e+07 nChanged 13700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105475 members 
Mstep: Class 2 contains 126919 members 
Entering Unmasked Estep 
Score: -28289932.000000 Penalty: 6128.669922
	Iteration 5F: 3 clusters Score -2.828993e+07 nChanged 14158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101789 members 
Mstep: Class 2 contains 130605 members 
Entering Unmasked Estep 
Score: -28296726.000000 Penalty: 6128.669922
	Iteration 6F: 3 clusters Score -2.829673e+07 nChanged 13106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98597 members 
Mstep: Class 2 contains 133797 members 
Entering Unmasked Estep 
Score: -28302372.000000 Penalty: 6128.669922
	Iteration 7F: 3 clusters Score -2.830237e+07 nChanged 10892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95967 members 
Mstep: Class 2 contains 136427 members 
Entering Unmasked Estep 
Score: -28306082.000000 Penalty: 6128.669922
	Iteration 8Q: 3 clusters Score -2.830608e+07 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93921 members 
Mstep: Class 2 contains 138473 members 
Entering Unmasked Estep 
Score: -28308092.000000 Penalty: 6128.669922
	Iteration 9Q: 3 clusters Score -2.830809e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92203 members 
Mstep: Class 2 contains 140191 members 
Entering Unmasked Estep 
Score: -28309414.000000 Penalty: 6128.669922
	Iteration 10Q: 3 clusters Score -2.830941e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90484 members 
Mstep: Class 2 contains 141910 members 
Entering Unmasked Estep 
Score: -28310152.000000 Penalty: 6128.669922
	Iteration 11Q: 3 clusters Score -2.831015e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88708 members 
Mstep: Class 2 contains 143686 members 
Entering Unmasked Estep 
Score: -28310636.000000 Penalty: 6128.669922
	Iteration 12Q: 3 clusters Score -2.831064e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86796 members 
Mstep: Class 2 contains 145598 members 
Entering Unmasked Estep 
Score: -28311030.000000 Penalty: 6128.669922
	Iteration 13Q: 3 clusters Score -2.831103e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84613 members 
Mstep: Class 2 contains 147781 members 
Entering Unmasked Estep 
Score: -28311436.000000 Penalty: 6128.669922
	Iteration 14Q: 3 clusters Score -2.831144e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82048 members 
Mstep: Class 2 contains 150346 members 
Entering Unmasked Estep 
Score: -28311760.000000 Penalty: 6128.669922
	Iteration 15Q: 3 clusters Score -2.831176e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78920 members 
Mstep: Class 2 contains 153474 members 
Entering Unmasked Estep 
Score: -28312370.000000 Penalty: 6128.669922
	Iteration 16Q: 3 clusters Score -2.831237e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75094 members 
Mstep: Class 2 contains 157300 members 
Entering Unmasked Estep 
Score: -28312910.000000 Penalty: 6128.669922
	Iteration 17Q: 3 clusters Score -2.831291e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70446 members 
Mstep: Class 2 contains 161948 members 
Entering Unmasked Estep 
Score: -28313960.000000 Penalty: 6128.669922
	Iteration 18Q: 3 clusters Score -2.831396e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64952 members 
Mstep: Class 2 contains 167442 members 
Entering Unmasked Estep 
Score: -28315702.000000 Penalty: 6128.669922
	Iteration 19Q: 3 clusters Score -2.83157e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58433 members 
Mstep: Class 2 contains 173961 members 
Entering Unmasked Estep 
Score: -28317932.000000 Penalty: 6128.669922
	Iteration 20F: 3 clusters Score -2.831793e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 181464 members 
Entering Unmasked Estep 
Score: -28321074.000000 Penalty: 6128.669922
	Iteration 21Q: 3 clusters Score -2.832107e+07 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 189867 members 
Entering Unmasked Estep 
Score: -28325198.000000 Penalty: 6128.669922
	Iteration 22Q: 3 clusters Score -2.83252e+07 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 198657 members 
Entering Unmasked Estep 
Score: -28330366.000000 Penalty: 6128.669922
	Iteration 23Q: 3 clusters Score -2.833037e+07 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 206977 members 
Entering Unmasked Estep 
Score: -28335844.000000 Penalty: 6128.669922
	Iteration 24Q: 3 clusters Score -2.833584e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 214050 members 
Entering Unmasked Estep 
Score: -28341186.000000 Penalty: 6128.669922
	Iteration 25Q: 3 clusters Score -2.834119e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 219494 members 
Entering Unmasked Estep 
Score: -28345476.000000 Penalty: 6128.669922
	Iteration 26Q: 3 clusters Score -2.834548e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 223217 members 
Entering Unmasked Estep 
Score: -28348116.000000 Penalty: 6128.669922
	Iteration 27Q: 3 clusters Score -2.834812e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 225714 members 
Entering Unmasked Estep 
Score: -28349870.000000 Penalty: 6128.669922
	Iteration 28Q: 3 clusters Score -2.834987e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 227375 members 
Entering Unmasked Estep 
Score: -28351106.000000 Penalty: 6128.669922
	Iteration 29Q: 3 clusters Score -2.835111e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 228486 members 
Entering Unmasked Estep 
Score: -28351834.000000 Penalty: 6128.669922
	Iteration 30Q: 3 clusters Score -2.835183e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 229264 members 
Entering Unmasked Estep 
Score: -28352438.000000 Penalty: 6128.669922
	Iteration 31Q: 3 clusters Score -2.835244e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 229822 members 
Entering Unmasked Estep 
Score: -28352814.000000 Penalty: 6128.669922
	Iteration 32Q: 3 clusters Score -2.835281e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 230191 members 
Entering Unmasked Estep 
Score: -28353034.000000 Penalty: 6128.669922
	Iteration 33Q: 3 clusters Score -2.835303e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 230456 members 
Entering Unmasked Estep 
Score: -28353138.000000 Penalty: 6128.669922
	Iteration 34Q: 3 clusters Score -2.835314e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 230662 members 
Entering Unmasked Estep 
Score: -28353258.000000 Penalty: 6128.669922
	Iteration 35Q: 3 clusters Score -2.835326e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 230818 members 
Entering Unmasked Estep 
Score: -28353422.000000 Penalty: 6128.669922
	Iteration 36Q: 3 clusters Score -2.835342e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 230937 members 
Entering Unmasked Estep 
Score: -28353542.000000 Penalty: 6128.669922
	Iteration 37Q: 3 clusters Score -2.835354e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 231017 members 
Entering Unmasked Estep 
Score: -28353548.000000 Penalty: 6128.669922
	Iteration 38Q: 3 clusters Score -2.835355e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 231077 members 
Entering Unmasked Estep 
Score: -28353638.000000 Penalty: 6128.669922
	Iteration 39Q: 3 clusters Score -2.835364e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 231135 members 
Entering Unmasked Estep 
Score: -28353662.000000 Penalty: 6128.669922
	Iteration 40F: 3 clusters Score -2.835366e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 231181 members 
Entering Unmasked Estep 
Score: -28353722.000000 Penalty: 6128.669922
	Iteration 41Q: 3 clusters Score -2.835372e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 231214 members 
Entering Unmasked Estep 
Score: -28353742.000000 Penalty: 6128.669922
	Iteration 42Q: 3 clusters Score -2.835374e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 231253 members 
Entering Unmasked Estep 
Score: -28353736.000000 Penalty: 6128.669922
	Iteration 43Q: 3 clusters Score -2.835374e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 231292 members 
Entering Unmasked Estep 
Score: -28353766.000000 Penalty: 6128.669922
	Iteration 44Q: 3 clusters Score -2.835377e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 231318 members 
Entering Unmasked Estep 
Score: -28353750.000000 Penalty: 6128.669922
	Iteration 45Q: 3 clusters Score -2.835375e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 231341 members 
Entering Unmasked Estep 
Score: -28353782.000000 Penalty: 6128.669922
	Iteration 46Q: 3 clusters Score -2.835378e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 231364 members 
Entering Unmasked Estep 
Score: -28353792.000000 Penalty: 6128.669922
	Iteration 47Q: 3 clusters Score -2.835379e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 231379 members 
Entering Unmasked Estep 
Score: -28353794.000000 Penalty: 6128.669922
	Iteration 48Q: 3 clusters Score -2.835379e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 231392 members 
Entering Unmasked Estep 
Score: -28353830.000000 Penalty: 6128.669922
	Iteration 49Q: 3 clusters Score -2.835383e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 231401 members 
Entering Unmasked Estep 
Score: -28353844.000000 Penalty: 6128.669922
	Iteration 50Q: 3 clusters Score -2.835384e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 231406 members 
Entering Unmasked Estep 
Score: -28353862.000000 Penalty: 6128.669922
	Iteration 51Q: 3 clusters Score -2.835386e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 231409 members 
Entering Unmasked Estep 
Score: -28353868.000000 Penalty: 6128.669922
	Iteration 52Q: 3 clusters Score -2.835387e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 231413 members 
Entering Unmasked Estep 
Score: -28353882.000000 Penalty: 6128.669922
	Iteration 53Q: 3 clusters Score -2.835388e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 231421 members 
Entering Unmasked Estep 
Score: -28353904.000000 Penalty: 6128.669922
	Iteration 54Q: 3 clusters Score -2.83539e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 231428 members 
Entering Unmasked Estep 
Score: -28353882.000000 Penalty: 6128.669922
	Iteration 55Q: 3 clusters Score -2.835388e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 231440 members 
Entering Unmasked Estep 
Score: -28353918.000000 Penalty: 6128.669922
	Iteration 56Q: 3 clusters Score -2.835392e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 231452 members 
Entering Unmasked Estep 
Score: -28353924.000000 Penalty: 6128.669922
	Iteration 57Q: 3 clusters Score -2.835392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 231457 members 
Entering Unmasked Estep 
Score: -28353934.000000 Penalty: 6128.669922
	Iteration 58Q: 3 clusters Score -2.835393e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 231465 members 
Entering Unmasked Estep 
Score: -28353938.000000 Penalty: 6128.669922
	Iteration 59Q: 3 clusters Score -2.835394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 231470 members 
Entering Unmasked Estep 
Score: -28353936.000000 Penalty: 6128.669922
	Iteration 60F: 3 clusters Score -2.835394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 231472 members 
Entering Unmasked Estep 
Score: -28353940.000000 Penalty: 6128.669922
	Iteration 61Q: 3 clusters Score -2.835394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 231477 members 
Entering Unmasked Estep 
Score: -28353950.000000 Penalty: 6128.669922
	Iteration 62Q: 3 clusters Score -2.835395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 231479 members 
Entering Unmasked Estep 
Score: -28353954.000000 Penalty: 6128.669922
	Iteration 63Q: 3 clusters Score -2.835395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 231483 members 
Entering Unmasked Estep 
Score: -28353962.000000 Penalty: 6128.669922
	Iteration 64Q: 3 clusters Score -2.835396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 231484 members 
Entering Unmasked Estep 
Score: -28353956.000000 Penalty: 6128.669922
	Iteration 65Q: 3 clusters Score -2.835396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 231484 members 
Entering Unmasked Estep 
Score: -28353956.000000 Penalty: 6128.669922
	Iteration 66F: 3 clusters Score -2.835396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Entering Unmasked Estep 
Score: -1264251.875000 Penalty: 2311.315918
	Iteration 0F: 2 clusters Score -1264252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1255875.875000 Penalty: 4622.631836
	Iteration 0F: 3 clusters Score -1255876 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1258417.625000 Penalty: 4622.631836
	Iteration 1F: 3 clusters Score -1258418 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1258848.500000 Penalty: 4622.631836
	Iteration 2F: 3 clusters Score -1258848 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1259197.750000 Penalty: 4622.631836
	Iteration 3F: 3 clusters Score -1259198 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1259497.500000 Penalty: 4622.631836
	Iteration 4F: 3 clusters Score -1259498 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1259763.750000 Penalty: 4622.631836
	Iteration 5Q: 3 clusters Score -1259764 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1259989.875000 Penalty: 4622.631836
	Iteration 6Q: 3 clusters Score -1259990 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1260184.625000 Penalty: 4622.631836
	Iteration 7Q: 3 clusters Score -1260185 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1260331.750000 Penalty: 4622.631836
	Iteration 8Q: 3 clusters Score -1260332 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1260474.625000 Penalty: 4622.631836
	Iteration 9Q: 3 clusters Score -1260475 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1260633.000000 Penalty: 4622.631836
	Iteration 10Q: 3 clusters Score -1260633 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1260791.750000 Penalty: 4622.631836
	Iteration 11Q: 3 clusters Score -1260792 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1260966.625000 Penalty: 4622.631836
	Iteration 12Q: 3 clusters Score -1260967 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1261139.750000 Penalty: 4622.631836
	Iteration 13Q: 3 clusters Score -1261140 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1261293.000000 Penalty: 4622.631836
	Iteration 14Q: 3 clusters Score -1261293 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1261440.500000 Penalty: 4622.631836
	Iteration 15Q: 3 clusters Score -1261440 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1261589.625000 Penalty: 4622.631836
	Iteration 16Q: 3 clusters Score -1261590 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1261734.750000 Penalty: 4622.631836
	Iteration 17Q: 3 clusters Score -1261735 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1261866.750000 Penalty: 4622.631836
	Iteration 18Q: 3 clusters Score -1261867 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1262002.000000 Penalty: 4622.631836
	Iteration 19Q: 3 clusters Score -1262002 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1262140.500000 Penalty: 4622.631836
	Iteration 20F: 3 clusters Score -1262140 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1262292.375000 Penalty: 4622.631836
	Iteration 21Q: 3 clusters Score -1262292 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1262422.625000 Penalty: 4622.631836
	Iteration 22Q: 3 clusters Score -1262423 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1262535.250000 Penalty: 4622.631836
	Iteration 23Q: 3 clusters Score -1262535 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1262622.875000 Penalty: 4622.631836
	Iteration 24Q: 3 clusters Score -1262623 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1262694.125000 Penalty: 4622.631836
	Iteration 25Q: 3 clusters Score -1262694 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1262750.875000 Penalty: 4622.631836
	Iteration 26Q: 3 clusters Score -1262751 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1262791.375000 Penalty: 4622.631836
	Iteration 27Q: 3 clusters Score -1262791 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1262819.250000 Penalty: 4622.631836
	Iteration 28Q: 3 clusters Score -1262819 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1262835.125000 Penalty: 4622.631836
	Iteration 29Q: 3 clusters Score -1262835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1262846.625000 Penalty: 4622.631836
	Iteration 30Q: 3 clusters Score -1262847 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1262855.500000 Penalty: 4622.631836
	Iteration 31Q: 3 clusters Score -1262856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1262864.625000 Penalty: 4622.631836
	Iteration 32Q: 3 clusters Score -1262865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1262871.750000 Penalty: 4622.631836
	Iteration 33Q: 3 clusters Score -1262872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1262878.500000 Penalty: 4622.631836
	Iteration 34Q: 3 clusters Score -1262878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1262884.875000 Penalty: 4622.631836
	Iteration 35Q: 3 clusters Score -1262885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1262887.625000 Penalty: 4622.631836
	Iteration 36Q: 3 clusters Score -1262888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1262889.125000 Penalty: 4622.631836
	Iteration 37Q: 3 clusters Score -1262889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1262892.750000 Penalty: 4622.631836
	Iteration 38Q: 3 clusters Score -1262893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1262893.875000 Penalty: 4622.631836
	Iteration 39Q: 3 clusters Score -1262894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1262892.750000 Penalty: 4622.631836
	Iteration 40F: 3 clusters Score -1262893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1262893.125000 Penalty: 4622.631836
	Iteration 41Q: 3 clusters Score -1262893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1262892.625000 Penalty: 4622.631836
	Iteration 42Q: 3 clusters Score -1262893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1262892.125000 Penalty: 4622.631836
	Iteration 43Q: 3 clusters Score -1262892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1262894.500000 Penalty: 4622.631836
	Iteration 44Q: 3 clusters Score -1262894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1262895.750000 Penalty: 4622.631836
	Iteration 45Q: 3 clusters Score -1262896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1262896.125000 Penalty: 4622.631836
	Iteration 46Q: 3 clusters Score -1262896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1262895.250000 Penalty: 4622.631836
	Iteration 47Q: 3 clusters Score -1262895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1262897.875000 Penalty: 4622.631836
	Iteration 48Q: 3 clusters Score -1262898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1262898.375000 Penalty: 4622.631836
	Iteration 49Q: 3 clusters Score -1262898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1262899.750000 Penalty: 4622.631836
	Iteration 50Q: 3 clusters Score -1262900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1262900.500000 Penalty: 4622.631836
	Iteration 51Q: 3 clusters Score -1262900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1262901.250000 Penalty: 4622.631836
	Iteration 52Q: 3 clusters Score -1262901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1262902.375000 Penalty: 4622.631836
	Iteration 53Q: 3 clusters Score -1262902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1262900.875000 Penalty: 4622.631836
	Iteration 54Q: 3 clusters Score -1262901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1262900.125000 Penalty: 4622.631836
	Iteration 55Q: 3 clusters Score -1262900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1262898.750000 Penalty: 4622.631836
	Iteration 56Q: 3 clusters Score -1262899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1262902.750000 Penalty: 4622.631836
	Iteration 57Q: 3 clusters Score -1262903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1262902.125000 Penalty: 4622.631836
	Iteration 58Q: 3 clusters Score -1262902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1262902.625000 Penalty: 4622.631836
	Iteration 59Q: 3 clusters Score -1262903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1262906.125000 Penalty: 4622.631836
	Iteration 60F: 3 clusters Score -1262906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (241338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241338 members 
Entering Unmasked Estep 
Score: -29538852.000000 Penalty: 3073.700439
	Iteration 0F: 2 clusters Score -2.953885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120688 members 
Mstep: Class 2 contains 120650 members 
Entering Unmasked Estep 
Score: -29393206.000000 Penalty: 6147.400879
	Iteration 0F: 3 clusters Score -2.939321e+07 nChanged 116561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124063 members 
Mstep: Class 2 contains 117275 members 
Entering Unmasked Estep 
Score: -29462804.000000 Penalty: 6147.400879
	Iteration 1F: 3 clusters Score -2.94628e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126831 members 
Mstep: Class 2 contains 114507 members 
Entering Unmasked Estep 
Score: -29465074.000000 Penalty: 6147.400879
	Iteration 2Q: 3 clusters Score -2.946507e+07 nChanged 9415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131214 members 
Mstep: Class 2 contains 110124 members 
Entering Unmasked Estep 
Score: -29468388.000000 Penalty: 6147.400879
	Iteration 3Q: 3 clusters Score -2.946839e+07 nChanged 11647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137875 members 
Mstep: Class 2 contains 103463 members 
Entering Unmasked Estep 
Score: -29473032.000000 Penalty: 6147.400879
	Iteration 4Q: 3 clusters Score -2.947303e+07 nChanged 13785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146940 members 
Mstep: Class 2 contains 94398 members 
Entering Unmasked Estep 
Score: -29479860.000000 Penalty: 6147.400879
	Iteration 5F: 3 clusters Score -2.947986e+07 nChanged 15546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158514 members 
Mstep: Class 2 contains 82824 members 
Entering Unmasked Estep 
Score: -29488716.000000 Penalty: 6147.400879
	Iteration 6F: 3 clusters Score -2.948872e+07 nChanged 16613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172603 members 
Mstep: Class 2 contains 68735 members 
Entering Unmasked Estep 
Score: -29498656.000000 Penalty: 6147.400879
	Iteration 7F: 3 clusters Score -2.949866e+07 nChanged 17102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188397 members 
Mstep: Class 2 contains 52941 members 
Entering Unmasked Estep 
Score: -29508070.000000 Penalty: 6147.400879
	Iteration 8F: 3 clusters Score -2.950807e+07 nChanged 16162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204061 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -29515826.000000 Penalty: 6147.400879
	Iteration 9F: 3 clusters Score -2.951583e+07 nChanged 13530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217467 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -29523328.000000 Penalty: 6147.400879
	Iteration 10F: 3 clusters Score -2.952333e+07 nChanged 9785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227228 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -29528866.000000 Penalty: 6147.400879
	Iteration 11Q: 3 clusters Score -2.952887e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233450 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -29532434.000000 Penalty: 6147.400879
	Iteration 12Q: 3 clusters Score -2.953243e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236807 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -29534308.000000 Penalty: 6147.400879
	Iteration 13Q: 3 clusters Score -2.953431e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238529 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -29535218.000000 Penalty: 6147.400879
	Iteration 14Q: 3 clusters Score -2.953522e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239417 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -29535704.000000 Penalty: 6147.400879
	Iteration 15Q: 3 clusters Score -2.95357e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239870 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -29535826.000000 Penalty: 6147.400879
	Iteration 16Q: 3 clusters Score -2.953583e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240138 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -29536002.000000 Penalty: 6147.400879
	Iteration 17Q: 3 clusters Score -2.9536e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240286 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -29536026.000000 Penalty: 6147.400879
	Iteration 18Q: 3 clusters Score -2.953603e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240403 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -29536064.000000 Penalty: 6147.400879
	Iteration 19Q: 3 clusters Score -2.953606e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240494 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -29536122.000000 Penalty: 6147.400879
	Iteration 20F: 3 clusters Score -2.953612e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240541 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -29536176.000000 Penalty: 6147.400879
	Iteration 21Q: 3 clusters Score -2.953618e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240576 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -29536196.000000 Penalty: 6147.400879
	Iteration 22Q: 3 clusters Score -2.95362e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240608 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -29536206.000000 Penalty: 6147.400879
	Iteration 23Q: 3 clusters Score -2.953621e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240624 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -29536194.000000 Penalty: 6147.400879
	Iteration 24Q: 3 clusters Score -2.953619e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240633 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -29536216.000000 Penalty: 6147.400879
	Iteration 25Q: 3 clusters Score -2.953622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240641 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -29536208.000000 Penalty: 6147.400879
	Iteration 26Q: 3 clusters Score -2.953621e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240644 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -29536218.000000 Penalty: 6147.400879
	Iteration 27Q: 3 clusters Score -2.953622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240645 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -29536226.000000 Penalty: 6147.400879
	Iteration 28Q: 3 clusters Score -2.953623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240644 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -29536216.000000 Penalty: 6147.400879
	Iteration 29Q: 3 clusters Score -2.953622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240645 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -29536230.000000 Penalty: 6147.400879
	Iteration 30Q: 3 clusters Score -2.953623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240648 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -29536244.000000 Penalty: 6147.400879
	Iteration 31Q: 3 clusters Score -2.953624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240654 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -29536242.000000 Penalty: 6147.400879
	Iteration 32Q: 3 clusters Score -2.953624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240655 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -29536212.000000 Penalty: 6147.400879
	Iteration 33Q: 3 clusters Score -2.953621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240657 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -29536240.000000 Penalty: 6147.400879
	Iteration 34Q: 3 clusters Score -2.953624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240660 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -29536232.000000 Penalty: 6147.400879
	Iteration 35Q: 3 clusters Score -2.953623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240661 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -29536240.000000 Penalty: 6147.400879
	Iteration 36Q: 3 clusters Score -2.953624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240661 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -29536240.000000 Penalty: 6147.400879
	Iteration 37F: 3 clusters Score -2.953624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Entering Unmasked Estep 
Score: -3921392.500000 Penalty: 2574.032471
	Iteration 0F: 2 clusters Score -3921392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -3899421.250000 Penalty: 5148.064941
	Iteration 0F: 3 clusters Score -3899421 nChanged 14594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -3907330.000000 Penalty: 5148.064941
	Iteration 1F: 3 clusters Score -3907330 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -3907837.000000 Penalty: 5148.064941
	Iteration 2Q: 3 clusters Score -3907837 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -3908318.750000 Penalty: 5148.064941
	Iteration 3Q: 3 clusters Score -3908319 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -3908948.500000 Penalty: 5148.064941
	Iteration 4Q: 3 clusters Score -3908948 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -3909872.000000 Penalty: 5148.064941
	Iteration 5F: 3 clusters Score -3909872 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -3911360.750000 Penalty: 5148.064941
	Iteration 6F: 3 clusters Score -3911361 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -3913249.500000 Penalty: 5148.064941
	Iteration 7F: 3 clusters Score -3913250 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -3915075.750000 Penalty: 5148.064941
	Iteration 8F: 3 clusters Score -3915076 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -3916489.750000 Penalty: 5148.064941
	Iteration 9F: 3 clusters Score -3916490 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -3917315.250000 Penalty: 5148.064941
	Iteration 10Q: 3 clusters Score -3917315 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3917891.000000 Penalty: 5148.064941
	Iteration 11Q: 3 clusters Score -3917891 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -3918328.000000 Penalty: 5148.064941
	Iteration 12Q: 3 clusters Score -3918328 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -3918682.250000 Penalty: 5148.064941
	Iteration 13Q: 3 clusters Score -3918682 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -3918927.500000 Penalty: 5148.064941
	Iteration 14Q: 3 clusters Score -3918928 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -3919121.000000 Penalty: 5148.064941
	Iteration 15Q: 3 clusters Score -3919121 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -3919276.500000 Penalty: 5148.064941
	Iteration 16Q: 3 clusters Score -3919276 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -3919418.750000 Penalty: 5148.064941
	Iteration 17Q: 3 clusters Score -3919419 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -3919479.000000 Penalty: 5148.064941
	Iteration 18Q: 3 clusters Score -3919479 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -3919517.250000 Penalty: 5148.064941
	Iteration 19Q: 3 clusters Score -3919517 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -3919551.250000 Penalty: 5148.064941
	Iteration 20F: 3 clusters Score -3919551 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -3919575.750000 Penalty: 5148.064941
	Iteration 21Q: 3 clusters Score -3919576 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -3919596.750000 Penalty: 5148.064941
	Iteration 22Q: 3 clusters Score -3919597 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -3919615.750000 Penalty: 5148.064941
	Iteration 23Q: 3 clusters Score -3919616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -3919619.250000 Penalty: 5148.064941
	Iteration 24Q: 3 clusters Score -3919619 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -3919636.750000 Penalty: 5148.064941
	Iteration 25Q: 3 clusters Score -3919637 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -3919652.000000 Penalty: 5148.064941
	Iteration 26Q: 3 clusters Score -3919652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -3919651.750000 Penalty: 5148.064941
	Iteration 27Q: 3 clusters Score -3919652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -3919657.000000 Penalty: 5148.064941
	Iteration 28Q: 3 clusters Score -3919657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -3919668.500000 Penalty: 5148.064941
	Iteration 29Q: 3 clusters Score -3919668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -3919671.000000 Penalty: 5148.064941
	Iteration 30Q: 3 clusters Score -3919671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -3919674.500000 Penalty: 5148.064941
	Iteration 31Q: 3 clusters Score -3919674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -3919677.750000 Penalty: 5148.064941
	Iteration 32Q: 3 clusters Score -3919678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -3919683.750000 Penalty: 5148.064941
	Iteration 33Q: 3 clusters Score -3919684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -3919686.500000 Penalty: 5148.064941
	Iteration 34Q: 3 clusters Score -3919686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -3919684.250000 Penalty: 5148.064941
	Iteration 35Q: 3 clusters Score -3919684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -3919687.250000 Penalty: 5148.064941
	Iteration 36Q: 3 clusters Score -3919687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -3919688.500000 Penalty: 5148.064941
	Iteration 37Q: 3 clusters Score -3919688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -3919691.750000 Penalty: 5148.064941
	Iteration 38Q: 3 clusters Score -3919692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -3919691.000000 Penalty: 5148.064941
	Iteration 39Q: 3 clusters Score -3919691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -3919692.500000 Penalty: 5148.064941
	Iteration 40F: 3 clusters Score -3919692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -3919696.500000 Penalty: 5148.064941
	Iteration 41Q: 3 clusters Score -3919696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -3919690.750000 Penalty: 5148.064941
	Iteration 42Q: 3 clusters Score -3919691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -3919698.000000 Penalty: 5148.064941
	Iteration 43Q: 3 clusters Score -3919698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -3919699.750000 Penalty: 5148.064941
	Iteration 44Q: 3 clusters Score -3919700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -3919704.750000 Penalty: 5148.064941
	Iteration 45Q: 3 clusters Score -3919705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -3919704.000000 Penalty: 5148.064941
	Iteration 46Q: 3 clusters Score -3919704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -3919708.000000 Penalty: 5148.064941
	Iteration 47Q: 3 clusters Score -3919708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -3919708.000000 Penalty: 5148.064941
	Iteration 48F: 3 clusters Score -3919708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Entering Unmasked Estep 
Score: -927683.625000 Penalty: 2223.180908
	Iteration 0F: 2 clusters Score -927683.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -921417.625000 Penalty: 4446.361816
	Iteration 0F: 3 clusters Score -921417.6 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -923191.750000 Penalty: 4446.361816
	Iteration 1F: 3 clusters Score -923191.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -923485.875000 Penalty: 4446.361816
	Iteration 2F: 3 clusters Score -923485.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -923698.812500 Penalty: 4446.361816
	Iteration 3F: 3 clusters Score -923698.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -923879.687500 Penalty: 4446.361816
	Iteration 4Q: 3 clusters Score -923879.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -924039.062500 Penalty: 4446.361816
	Iteration 5Q: 3 clusters Score -924039.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -924200.125000 Penalty: 4446.361816
	Iteration 6Q: 3 clusters Score -924200.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -924376.125000 Penalty: 4446.361816
	Iteration 7Q: 3 clusters Score -924376.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -924554.687500 Penalty: 4446.361816
	Iteration 8Q: 3 clusters Score -924554.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -924709.750000 Penalty: 4446.361816
	Iteration 9Q: 3 clusters Score -924709.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -924874.125000 Penalty: 4446.361816
	Iteration 10Q: 3 clusters Score -924874.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -925032.000000 Penalty: 4446.361816
	Iteration 11Q: 3 clusters Score -925032 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -925172.125000 Penalty: 4446.361816
	Iteration 12Q: 3 clusters Score -925172.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -925273.250000 Penalty: 4446.361816
	Iteration 13Q: 3 clusters Score -925273.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -925343.312500 Penalty: 4446.361816
	Iteration 14Q: 3 clusters Score -925343.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -925411.375000 Penalty: 4446.361816
	Iteration 15Q: 3 clusters Score -925411.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -925455.937500 Penalty: 4446.361816
	Iteration 16Q: 3 clusters Score -925455.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -925487.500000 Penalty: 4446.361816
	Iteration 17Q: 3 clusters Score -925487.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -925510.187500 Penalty: 4446.361816
	Iteration 18Q: 3 clusters Score -925510.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -925531.187500 Penalty: 4446.361816
	Iteration 19Q: 3 clusters Score -925531.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -925554.000000 Penalty: 4446.361816
	Iteration 20F: 3 clusters Score -925554 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -925571.125000 Penalty: 4446.361816
	Iteration 21Q: 3 clusters Score -925571.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -925582.812500 Penalty: 4446.361816
	Iteration 22Q: 3 clusters Score -925582.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -925589.437500 Penalty: 4446.361816
	Iteration 23Q: 3 clusters Score -925589.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -925600.125000 Penalty: 4446.361816
	Iteration 24Q: 3 clusters Score -925600.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -925613.750000 Penalty: 4446.361816
	Iteration 25Q: 3 clusters Score -925613.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -925622.062500 Penalty: 4446.361816
	Iteration 26Q: 3 clusters Score -925622.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -925625.750000 Penalty: 4446.361816
	Iteration 27Q: 3 clusters Score -925625.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -925629.625000 Penalty: 4446.361816
	Iteration 28Q: 3 clusters Score -925629.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -925633.125000 Penalty: 4446.361816
	Iteration 29Q: 3 clusters Score -925633.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -925636.062500 Penalty: 4446.361816
	Iteration 30Q: 3 clusters Score -925636.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -925647.375000 Penalty: 4446.361816
	Iteration 31Q: 3 clusters Score -925647.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -925656.500000 Penalty: 4446.361816
	Iteration 32Q: 3 clusters Score -925656.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -925662.187500 Penalty: 4446.361816
	Iteration 33Q: 3 clusters Score -925662.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -925669.750000 Penalty: 4446.361816
	Iteration 34Q: 3 clusters Score -925669.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -925677.375000 Penalty: 4446.361816
	Iteration 35Q: 3 clusters Score -925677.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -925682.812500 Penalty: 4446.361816
	Iteration 36Q: 3 clusters Score -925682.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -925686.687500 Penalty: 4446.361816
	Iteration 37Q: 3 clusters Score -925686.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -925691.375000 Penalty: 4446.361816
	Iteration 38Q: 3 clusters Score -925691.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -925695.875000 Penalty: 4446.361816
	Iteration 39Q: 3 clusters Score -925695.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -925700.750000 Penalty: 4446.361816
	Iteration 40F: 3 clusters Score -925700.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -925703.687500 Penalty: 4446.361816
	Iteration 41Q: 3 clusters Score -925703.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -925709.187500 Penalty: 4446.361816
	Iteration 42Q: 3 clusters Score -925709.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -925711.812500 Penalty: 4446.361816
	Iteration 43Q: 3 clusters Score -925711.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -925719.312500 Penalty: 4446.361816
	Iteration 44Q: 3 clusters Score -925719.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -925721.500000 Penalty: 4446.361816
	Iteration 45Q: 3 clusters Score -925721.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -925727.812500 Penalty: 4446.361816
	Iteration 46Q: 3 clusters Score -925727.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -925731.375000 Penalty: 4446.361816
	Iteration 47Q: 3 clusters Score -925731.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -925734.625000 Penalty: 4446.361816
	Iteration 48Q: 3 clusters Score -925734.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -925734.937500 Penalty: 4446.361816
	Iteration 49Q: 3 clusters Score -925734.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -925736.625000 Penalty: 4446.361816
	Iteration 50Q: 3 clusters Score -925736.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -925739.312500 Penalty: 4446.361816
	Iteration 51Q: 3 clusters Score -925739.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -925742.812500 Penalty: 4446.361816
	Iteration 52Q: 3 clusters Score -925742.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -925745.250000 Penalty: 4446.361816
	Iteration 53Q: 3 clusters Score -925745.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -925746.500000 Penalty: 4446.361816
	Iteration 54Q: 3 clusters Score -925746.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -925747.312500 Penalty: 4446.361816
	Iteration 55Q: 3 clusters Score -925747.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -925747.937500 Penalty: 4446.361816
	Iteration 56Q: 3 clusters Score -925747.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -925747.937500 Penalty: 4446.361816
	Iteration 57F: 3 clusters Score -925747.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (64485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64485 members 
Entering Unmasked Estep 
Score: -7325459.000000 Penalty: 2746.398682
	Iteration 0F: 2 clusters Score -7325459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -7282429.000000 Penalty: 5492.797363
	Iteration 0F: 3 clusters Score -7282429 nChanged 29941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -7299880.000000 Penalty: 5492.797363
	Iteration 1F: 3 clusters Score -7299880 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -7301391.500000 Penalty: 5492.797363
	Iteration 2F: 3 clusters Score -7301392 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -7303311.500000 Penalty: 5492.797363
	Iteration 3F: 3 clusters Score -7303312 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -7305998.000000 Penalty: 5492.797363
	Iteration 4F: 3 clusters Score -7305998 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -7308970.500000 Penalty: 5492.797363
	Iteration 5F: 3 clusters Score -7308970 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -7311870.000000 Penalty: 5492.797363
	Iteration 6F: 3 clusters Score -7311870 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -7314247.500000 Penalty: 5492.797363
	Iteration 7F: 3 clusters Score -7314248 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -7316058.000000 Penalty: 5492.797363
	Iteration 8Q: 3 clusters Score -7316058 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -7317493.500000 Penalty: 5492.797363
	Iteration 9Q: 3 clusters Score -7317494 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -7318814.000000 Penalty: 5492.797363
	Iteration 10Q: 3 clusters Score -7318814 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52494 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -7319734.500000 Penalty: 5492.797363
	Iteration 11Q: 3 clusters Score -7319734 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -7320571.500000 Penalty: 5492.797363
	Iteration 12Q: 3 clusters Score -7320572 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -7321280.000000 Penalty: 5492.797363
	Iteration 13Q: 3 clusters Score -7321280 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -7321767.000000 Penalty: 5492.797363
	Iteration 14Q: 3 clusters Score -7321767 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56863 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -7322182.000000 Penalty: 5492.797363
	Iteration 15Q: 3 clusters Score -7322182 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57710 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -7322626.500000 Penalty: 5492.797363
	Iteration 16Q: 3 clusters Score -7322626 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -7322960.500000 Penalty: 5492.797363
	Iteration 17Q: 3 clusters Score -7322960 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59009 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -7323204.500000 Penalty: 5492.797363
	Iteration 18Q: 3 clusters Score -7323204 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59488 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -7323439.000000 Penalty: 5492.797363
	Iteration 19Q: 3 clusters Score -7323439 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -7323663.000000 Penalty: 5492.797363
	Iteration 20F: 3 clusters Score -7323663 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60228 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -7323853.500000 Penalty: 5492.797363
	Iteration 21Q: 3 clusters Score -7323854 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60540 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -7323998.500000 Penalty: 5492.797363
	Iteration 22Q: 3 clusters Score -7323998 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60797 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -7324122.000000 Penalty: 5492.797363
	Iteration 23Q: 3 clusters Score -7324122 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61016 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -7324235.000000 Penalty: 5492.797363
	Iteration 24Q: 3 clusters Score -7324235 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61190 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -7324312.000000 Penalty: 5492.797363
	Iteration 25Q: 3 clusters Score -7324312 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61332 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -7324380.500000 Penalty: 5492.797363
	Iteration 26Q: 3 clusters Score -7324380 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -7324469.500000 Penalty: 5492.797363
	Iteration 27Q: 3 clusters Score -7324470 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61593 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -7324555.500000 Penalty: 5492.797363
	Iteration 28Q: 3 clusters Score -7324556 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61695 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -7324604.000000 Penalty: 5492.797363
	Iteration 29Q: 3 clusters Score -7324604 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61763 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -7324646.000000 Penalty: 5492.797363
	Iteration 30Q: 3 clusters Score -7324646 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61803 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -7324664.000000 Penalty: 5492.797363
	Iteration 31Q: 3 clusters Score -7324664 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61849 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -7324679.000000 Penalty: 5492.797363
	Iteration 32Q: 3 clusters Score -7324679 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61874 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -7324691.500000 Penalty: 5492.797363
	Iteration 33Q: 3 clusters Score -7324692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61888 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -7324696.500000 Penalty: 5492.797363
	Iteration 34Q: 3 clusters Score -7324696 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61902 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -7324714.500000 Penalty: 5492.797363
	Iteration 35Q: 3 clusters Score -7324714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61924 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -7324718.500000 Penalty: 5492.797363
	Iteration 36Q: 3 clusters Score -7324718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61943 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -7324723.500000 Penalty: 5492.797363
	Iteration 37Q: 3 clusters Score -7324724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -7324742.000000 Penalty: 5492.797363
	Iteration 38Q: 3 clusters Score -7324742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61980 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -7324743.000000 Penalty: 5492.797363
	Iteration 39Q: 3 clusters Score -7324743 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62000 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -7324755.000000 Penalty: 5492.797363
	Iteration 40F: 3 clusters Score -7324755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62009 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -7324765.000000 Penalty: 5492.797363
	Iteration 41Q: 3 clusters Score -7324765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62021 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -7324771.500000 Penalty: 5492.797363
	Iteration 42Q: 3 clusters Score -7324772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -7324779.000000 Penalty: 5492.797363
	Iteration 43Q: 3 clusters Score -7324779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62045 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -7324783.000000 Penalty: 5492.797363
	Iteration 44Q: 3 clusters Score -7324783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62059 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -7324788.500000 Penalty: 5492.797363
	Iteration 45Q: 3 clusters Score -7324788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62078 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -7324794.000000 Penalty: 5492.797363
	Iteration 46Q: 3 clusters Score -7324794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62095 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -7324804.500000 Penalty: 5492.797363
	Iteration 47Q: 3 clusters Score -7324804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62115 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -7324814.500000 Penalty: 5492.797363
	Iteration 48Q: 3 clusters Score -7324814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62129 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -7324812.500000 Penalty: 5492.797363
	Iteration 49Q: 3 clusters Score -7324812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62141 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -7324823.000000 Penalty: 5492.797363
	Iteration 50Q: 3 clusters Score -7324823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62148 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7324816.000000 Penalty: 5492.797363
	Iteration 51Q: 3 clusters Score -7324816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62153 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -7324824.500000 Penalty: 5492.797363
	Iteration 52Q: 3 clusters Score -7324824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62159 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -7324819.500000 Penalty: 5492.797363
	Iteration 53Q: 3 clusters Score -7324820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -7324804.500000 Penalty: 5492.797363
	Iteration 54Q: 3 clusters Score -7324804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62174 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -7324794.000000 Penalty: 5492.797363
	Iteration 55Q: 3 clusters Score -7324794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62185 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -7324798.000000 Penalty: 5492.797363
	Iteration 56Q: 3 clusters Score -7324798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62188 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -7324797.000000 Penalty: 5492.797363
	Iteration 57Q: 3 clusters Score -7324797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62194 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -7324807.000000 Penalty: 5492.797363
	Iteration 58Q: 3 clusters Score -7324807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62198 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -7324806.500000 Penalty: 5492.797363
	Iteration 59Q: 3 clusters Score -7324806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -7324800.500000 Penalty: 5492.797363
	Iteration 60F: 3 clusters Score -7324800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62207 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -7324813.000000 Penalty: 5492.797363
	Iteration 61Q: 3 clusters Score -7324813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62208 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -7324817.000000 Penalty: 5492.797363
	Iteration 62Q: 3 clusters Score -7324817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62211 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -7324817.500000 Penalty: 5492.797363
	Iteration 63Q: 3 clusters Score -7324818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62213 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7324808.500000 Penalty: 5492.797363
	Iteration 64Q: 3 clusters Score -7324808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62221 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -7324810.000000 Penalty: 5492.797363
	Iteration 65Q: 3 clusters Score -7324810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62231 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -7324815.500000 Penalty: 5492.797363
	Iteration 66Q: 3 clusters Score -7324816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -7324830.500000 Penalty: 5492.797363
	Iteration 67Q: 3 clusters Score -7324830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62250 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -7324824.500000 Penalty: 5492.797363
	Iteration 68Q: 3 clusters Score -7324824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62260 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -7324841.000000 Penalty: 5492.797363
	Iteration 69Q: 3 clusters Score -7324841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62268 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -7324844.000000 Penalty: 5492.797363
	Iteration 70Q: 3 clusters Score -7324844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62276 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -7324842.500000 Penalty: 5492.797363
	Iteration 71Q: 3 clusters Score -7324842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62285 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -7324850.500000 Penalty: 5492.797363
	Iteration 72Q: 3 clusters Score -7324850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62295 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7324850.000000 Penalty: 5492.797363
	Iteration 73Q: 3 clusters Score -7324850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62306 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -7324844.500000 Penalty: 5492.797363
	Iteration 74Q: 3 clusters Score -7324844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62314 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -7324844.500000 Penalty: 5492.797363
	Iteration 75Q: 3 clusters Score -7324844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7324853.500000 Penalty: 5492.797363
	Iteration 76Q: 3 clusters Score -7324854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62329 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -7324857.000000 Penalty: 5492.797363
	Iteration 77Q: 3 clusters Score -7324857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62335 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -7324855.000000 Penalty: 5492.797363
	Iteration 78Q: 3 clusters Score -7324855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62337 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -7324857.000000 Penalty: 5492.797363
	Iteration 79Q: 3 clusters Score -7324857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62337 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -7324862.000000 Penalty: 5492.797363
	Iteration 80F: 3 clusters Score -7324862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -7324866.500000 Penalty: 5492.797363
	Iteration 81Q: 3 clusters Score -7324866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62333 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -7324859.500000 Penalty: 5492.797363
	Iteration 82Q: 3 clusters Score -7324860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62332 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -7324870.000000 Penalty: 5492.797363
	Iteration 83Q: 3 clusters Score -7324870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62327 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -7324875.500000 Penalty: 5492.797363
	Iteration 84Q: 3 clusters Score -7324876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62331 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -7324880.000000 Penalty: 5492.797363
	Iteration 85Q: 3 clusters Score -7324880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -7324877.500000 Penalty: 5492.797363
	Iteration 86Q: 3 clusters Score -7324878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62329 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -7324880.000000 Penalty: 5492.797363
	Iteration 87Q: 3 clusters Score -7324880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -7324878.000000 Penalty: 5492.797363
	Iteration 88Q: 3 clusters Score -7324878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62331 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -7324879.500000 Penalty: 5492.797363
	Iteration 89Q: 3 clusters Score -7324880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62333 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -7324872.500000 Penalty: 5492.797363
	Iteration 90Q: 3 clusters Score -7324872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62334 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -7324879.500000 Penalty: 5492.797363
	Iteration 91Q: 3 clusters Score -7324880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62335 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -7324879.500000 Penalty: 5492.797363
	Iteration 92Q: 3 clusters Score -7324880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -7324882.500000 Penalty: 5492.797363
	Iteration 93Q: 3 clusters Score -7324882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62335 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -7324880.000000 Penalty: 5492.797363
	Iteration 94Q: 3 clusters Score -7324880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62335 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -7324880.000000 Penalty: 5492.797363
	Iteration 95F: 3 clusters Score -7324880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Entering Unmasked Estep 
Score: -3176628.750000 Penalty: 2520.625244
	Iteration 0F: 2 clusters Score -3176629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -3158771.750000 Penalty: 5041.250488
	Iteration 0F: 3 clusters Score -3158772 nChanged 11571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -3164964.750000 Penalty: 5041.250488
	Iteration 1F: 3 clusters Score -3164965 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -3165527.000000 Penalty: 5041.250488
	Iteration 2F: 3 clusters Score -3165527 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -3166033.750000 Penalty: 5041.250488
	Iteration 3Q: 3 clusters Score -3166034 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -3166535.750000 Penalty: 5041.250488
	Iteration 4Q: 3 clusters Score -3166536 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -3167060.750000 Penalty: 5041.250488
	Iteration 5Q: 3 clusters Score -3167061 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -3167678.000000 Penalty: 5041.250488
	Iteration 6Q: 3 clusters Score -3167678 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -3168401.500000 Penalty: 5041.250488
	Iteration 7F: 3 clusters Score -3168402 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -3169376.000000 Penalty: 5041.250488
	Iteration 8F: 3 clusters Score -3169376 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -3170541.500000 Penalty: 5041.250488
	Iteration 9F: 3 clusters Score -3170542 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -3171784.250000 Penalty: 5041.250488
	Iteration 10F: 3 clusters Score -3171784 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -3172742.500000 Penalty: 5041.250488
	Iteration 11Q: 3 clusters Score -3172742 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -3173406.750000 Penalty: 5041.250488
	Iteration 12Q: 3 clusters Score -3173407 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -3173802.750000 Penalty: 5041.250488
	Iteration 13Q: 3 clusters Score -3173803 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -3174051.500000 Penalty: 5041.250488
	Iteration 14Q: 3 clusters Score -3174052 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -3174261.500000 Penalty: 5041.250488
	Iteration 15Q: 3 clusters Score -3174262 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -3174366.250000 Penalty: 5041.250488
	Iteration 16Q: 3 clusters Score -3174366 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -3174466.750000 Penalty: 5041.250488
	Iteration 17Q: 3 clusters Score -3174467 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -3174530.750000 Penalty: 5041.250488
	Iteration 18Q: 3 clusters Score -3174531 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -3174585.000000 Penalty: 5041.250488
	Iteration 19Q: 3 clusters Score -3174585 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -3174616.750000 Penalty: 5041.250488
	Iteration 20F: 3 clusters Score -3174617 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -3174655.750000 Penalty: 5041.250488
	Iteration 21Q: 3 clusters Score -3174656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -3174674.000000 Penalty: 5041.250488
	Iteration 22Q: 3 clusters Score -3174674 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -3174692.250000 Penalty: 5041.250488
	Iteration 23Q: 3 clusters Score -3174692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -3174699.500000 Penalty: 5041.250488
	Iteration 24Q: 3 clusters Score -3174700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -3174710.500000 Penalty: 5041.250488
	Iteration 25Q: 3 clusters Score -3174710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -3174711.500000 Penalty: 5041.250488
	Iteration 26Q: 3 clusters Score -3174712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -3174720.000000 Penalty: 5041.250488
	Iteration 27Q: 3 clusters Score -3174720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -3174725.250000 Penalty: 5041.250488
	Iteration 28Q: 3 clusters Score -3174725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3174726.500000 Penalty: 5041.250488
	Iteration 29Q: 3 clusters Score -3174726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -3174734.250000 Penalty: 5041.250488
	Iteration 30Q: 3 clusters Score -3174734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -3174737.500000 Penalty: 5041.250488
	Iteration 31Q: 3 clusters Score -3174738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -3174734.500000 Penalty: 5041.250488
	Iteration 32Q: 3 clusters Score -3174734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -3174740.250000 Penalty: 5041.250488
	Iteration 33Q: 3 clusters Score -3174740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -3174749.250000 Penalty: 5041.250488
	Iteration 34Q: 3 clusters Score -3174749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -3174747.000000 Penalty: 5041.250488
	Iteration 35Q: 3 clusters Score -3174747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3174747.000000 Penalty: 5041.250488
	Iteration 36Q: 3 clusters Score -3174747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3174748.500000 Penalty: 5041.250488
	Iteration 37Q: 3 clusters Score -3174748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3174748.500000 Penalty: 5041.250488
	Iteration 38F: 3 clusters Score -3174748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Entering Unmasked Estep 
Score: -3794047.750000 Penalty: 2564.904053
	Iteration 0F: 2 clusters Score -3794048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -3772740.500000 Penalty: 5129.808105
	Iteration 0F: 3 clusters Score -3772740 nChanged 14061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -3780504.500000 Penalty: 5129.808105
	Iteration 1F: 3 clusters Score -3780504 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -3781094.500000 Penalty: 5129.808105
	Iteration 2Q: 3 clusters Score -3781094 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -3781649.750000 Penalty: 5129.808105
	Iteration 3Q: 3 clusters Score -3781650 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -3782225.750000 Penalty: 5129.808105
	Iteration 4Q: 3 clusters Score -3782226 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -3782834.500000 Penalty: 5129.808105
	Iteration 5Q: 3 clusters Score -3782834 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -3783605.000000 Penalty: 5129.808105
	Iteration 6Q: 3 clusters Score -3783605 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -3784438.500000 Penalty: 5129.808105
	Iteration 7F: 3 clusters Score -3784438 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -3785324.750000 Penalty: 5129.808105
	Iteration 8Q: 3 clusters Score -3785325 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -3786340.250000 Penalty: 5129.808105
	Iteration 9Q: 3 clusters Score -3786340 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -3787403.500000 Penalty: 5129.808105
	Iteration 10Q: 3 clusters Score -3787404 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -3788369.250000 Penalty: 5129.808105
	Iteration 11Q: 3 clusters Score -3788369 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -3789048.750000 Penalty: 5129.808105
	Iteration 12Q: 3 clusters Score -3789049 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -3789451.000000 Penalty: 5129.808105
	Iteration 13Q: 3 clusters Score -3789451 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -3789705.000000 Penalty: 5129.808105
	Iteration 14Q: 3 clusters Score -3789705 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -3789887.500000 Penalty: 5129.808105
	Iteration 15Q: 3 clusters Score -3789888 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -3790035.000000 Penalty: 5129.808105
	Iteration 16Q: 3 clusters Score -3790035 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -3790164.750000 Penalty: 5129.808105
	Iteration 17Q: 3 clusters Score -3790165 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -3790257.000000 Penalty: 5129.808105
	Iteration 18Q: 3 clusters Score -3790257 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -3790347.000000 Penalty: 5129.808105
	Iteration 19Q: 3 clusters Score -3790347 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -3790414.000000 Penalty: 5129.808105
	Iteration 20F: 3 clusters Score -3790414 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -3790497.500000 Penalty: 5129.808105
	Iteration 21Q: 3 clusters Score -3790498 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -3790565.750000 Penalty: 5129.808105
	Iteration 22Q: 3 clusters Score -3790566 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -3790615.000000 Penalty: 5129.808105
	Iteration 23Q: 3 clusters Score -3790615 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -3790654.500000 Penalty: 5129.808105
	Iteration 24Q: 3 clusters Score -3790654 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -3790710.250000 Penalty: 5129.808105
	Iteration 25Q: 3 clusters Score -3790710 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -3790775.750000 Penalty: 5129.808105
	Iteration 26Q: 3 clusters Score -3790776 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -3790824.000000 Penalty: 5129.808105
	Iteration 27Q: 3 clusters Score -3790824 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -3790868.750000 Penalty: 5129.808105
	Iteration 28Q: 3 clusters Score -3790869 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -3790900.000000 Penalty: 5129.808105
	Iteration 29Q: 3 clusters Score -3790900 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -3790934.750000 Penalty: 5129.808105
	Iteration 30Q: 3 clusters Score -3790935 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -3790966.750000 Penalty: 5129.808105
	Iteration 31Q: 3 clusters Score -3790967 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3790993.000000 Penalty: 5129.808105
	Iteration 32Q: 3 clusters Score -3790993 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -3791029.750000 Penalty: 5129.808105
	Iteration 33Q: 3 clusters Score -3791030 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -3791082.000000 Penalty: 5129.808105
	Iteration 34Q: 3 clusters Score -3791082 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -3791129.250000 Penalty: 5129.808105
	Iteration 35Q: 3 clusters Score -3791129 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -3791145.500000 Penalty: 5129.808105
	Iteration 36Q: 3 clusters Score -3791146 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -3791182.500000 Penalty: 5129.808105
	Iteration 37Q: 3 clusters Score -3791182 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3791198.500000 Penalty: 5129.808105
	Iteration 38Q: 3 clusters Score -3791198 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -3791226.500000 Penalty: 5129.808105
	Iteration 39Q: 3 clusters Score -3791226 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -3791240.500000 Penalty: 5129.808105
	Iteration 40F: 3 clusters Score -3791240 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3791260.000000 Penalty: 5129.808105
	Iteration 41Q: 3 clusters Score -3791260 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3791289.500000 Penalty: 5129.808105
	Iteration 42Q: 3 clusters Score -3791290 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3791311.500000 Penalty: 5129.808105
	Iteration 43Q: 3 clusters Score -3791312 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3791313.250000 Penalty: 5129.808105
	Iteration 44Q: 3 clusters Score -3791313 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3791337.500000 Penalty: 5129.808105
	Iteration 45Q: 3 clusters Score -3791338 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3791360.750000 Penalty: 5129.808105
	Iteration 46Q: 3 clusters Score -3791361 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3791373.000000 Penalty: 5129.808105
	Iteration 47Q: 3 clusters Score -3791373 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3791398.250000 Penalty: 5129.808105
	Iteration 48Q: 3 clusters Score -3791398 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3791414.000000 Penalty: 5129.808105
	Iteration 49Q: 3 clusters Score -3791414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3791427.750000 Penalty: 5129.808105
	Iteration 50Q: 3 clusters Score -3791428 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3791442.500000 Penalty: 5129.808105
	Iteration 51Q: 3 clusters Score -3791442 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3791458.750000 Penalty: 5129.808105
	Iteration 52Q: 3 clusters Score -3791459 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3791482.250000 Penalty: 5129.808105
	Iteration 53Q: 3 clusters Score -3791482 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3791489.750000 Penalty: 5129.808105
	Iteration 54Q: 3 clusters Score -3791490 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3791506.750000 Penalty: 5129.808105
	Iteration 55Q: 3 clusters Score -3791507 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3791513.750000 Penalty: 5129.808105
	Iteration 56Q: 3 clusters Score -3791514 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3791517.750000 Penalty: 5129.808105
	Iteration 57Q: 3 clusters Score -3791518 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3791542.250000 Penalty: 5129.808105
	Iteration 58Q: 3 clusters Score -3791542 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3791568.750000 Penalty: 5129.808105
	Iteration 59Q: 3 clusters Score -3791569 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3791589.750000 Penalty: 5129.808105
	Iteration 60F: 3 clusters Score -3791590 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3791606.000000 Penalty: 5129.808105
	Iteration 61Q: 3 clusters Score -3791606 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3791631.000000 Penalty: 5129.808105
	Iteration 62Q: 3 clusters Score -3791631 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3791650.750000 Penalty: 5129.808105
	Iteration 63Q: 3 clusters Score -3791651 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3791667.250000 Penalty: 5129.808105
	Iteration 64Q: 3 clusters Score -3791667 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3791683.500000 Penalty: 5129.808105
	Iteration 65Q: 3 clusters Score -3791684 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3791699.250000 Penalty: 5129.808105
	Iteration 66Q: 3 clusters Score -3791699 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3791721.500000 Penalty: 5129.808105
	Iteration 67Q: 3 clusters Score -3791722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3791735.750000 Penalty: 5129.808105
	Iteration 68Q: 3 clusters Score -3791736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3791743.000000 Penalty: 5129.808105
	Iteration 69Q: 3 clusters Score -3791743 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3791761.000000 Penalty: 5129.808105
	Iteration 70Q: 3 clusters Score -3791761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3791768.250000 Penalty: 5129.808105
	Iteration 71Q: 3 clusters Score -3791768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3791781.500000 Penalty: 5129.808105
	Iteration 72Q: 3 clusters Score -3791782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3791781.250000 Penalty: 5129.808105
	Iteration 73Q: 3 clusters Score -3791781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3791790.250000 Penalty: 5129.808105
	Iteration 74Q: 3 clusters Score -3791790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3791807.750000 Penalty: 5129.808105
	Iteration 75Q: 3 clusters Score -3791808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3791817.250000 Penalty: 5129.808105
	Iteration 76Q: 3 clusters Score -3791817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3791822.750000 Penalty: 5129.808105
	Iteration 77Q: 3 clusters Score -3791823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3791822.500000 Penalty: 5129.808105
	Iteration 78Q: 3 clusters Score -3791822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3791828.250000 Penalty: 5129.808105
	Iteration 79Q: 3 clusters Score -3791828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3791833.000000 Penalty: 5129.808105
	Iteration 80F: 3 clusters Score -3791833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3791845.500000 Penalty: 5129.808105
	Iteration 81Q: 3 clusters Score -3791846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3791843.750000 Penalty: 5129.808105
	Iteration 82Q: 3 clusters Score -3791844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3791840.250000 Penalty: 5129.808105
	Iteration 83Q: 3 clusters Score -3791840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3791846.500000 Penalty: 5129.808105
	Iteration 84Q: 3 clusters Score -3791846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3791846.750000 Penalty: 5129.808105
	Iteration 85Q: 3 clusters Score -3791847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3791849.250000 Penalty: 5129.808105
	Iteration 86Q: 3 clusters Score -3791849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3791844.500000 Penalty: 5129.808105
	Iteration 87Q: 3 clusters Score -3791844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3791848.750000 Penalty: 5129.808105
	Iteration 88Q: 3 clusters Score -3791849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3791850.250000 Penalty: 5129.808105
	Iteration 89Q: 3 clusters Score -3791850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3791853.750000 Penalty: 5129.808105
	Iteration 90Q: 3 clusters Score -3791854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3791849.750000 Penalty: 5129.808105
	Iteration 91Q: 3 clusters Score -3791850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3791848.000000 Penalty: 5129.808105
	Iteration 92Q: 3 clusters Score -3791848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3791852.750000 Penalty: 5129.808105
	Iteration 93Q: 3 clusters Score -3791853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3791852.000000 Penalty: 5129.808105
	Iteration 94Q: 3 clusters Score -3791852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3791854.000000 Penalty: 5129.808105
	Iteration 95Q: 3 clusters Score -3791854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3791857.000000 Penalty: 5129.808105
	Iteration 96Q: 3 clusters Score -3791857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3791854.250000 Penalty: 5129.808105
	Iteration 97Q: 3 clusters Score -3791854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3791859.000000 Penalty: 5129.808105
	Iteration 98Q: 3 clusters Score -3791859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3791857.500000 Penalty: 5129.808105
	Iteration 99Q: 3 clusters Score -3791858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3791858.750000 Penalty: 5129.808105
	Iteration 100F: 3 clusters Score -3791859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3791858.250000 Penalty: 5129.808105
	Iteration 101Q: 3 clusters Score -3791858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3791858.750000 Penalty: 5129.808105
	Iteration 102Q: 3 clusters Score -3791859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3791858.750000 Penalty: 5129.808105
	Iteration 103F: 3 clusters Score -3791859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Entering Unmasked Estep 
Score: -4731503.500000 Penalty: 2619.399414
	Iteration 0F: 2 clusters Score -4731504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -4705219.500000 Penalty: 5238.798828
	Iteration 0F: 3 clusters Score -4705220 nChanged 17634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -4715431.500000 Penalty: 5238.798828
	Iteration 1F: 3 clusters Score -4715432 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -4716443.500000 Penalty: 5238.798828
	Iteration 2F: 3 clusters Score -4716444 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -4717674.000000 Penalty: 5238.798828
	Iteration 3F: 3 clusters Score -4717674 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -4719186.500000 Penalty: 5238.798828
	Iteration 4F: 3 clusters Score -4719186 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -4721079.500000 Penalty: 5238.798828
	Iteration 5F: 3 clusters Score -4721080 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -4723193.000000 Penalty: 5238.798828
	Iteration 6F: 3 clusters Score -4723193 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -4725018.500000 Penalty: 5238.798828
	Iteration 7F: 3 clusters Score -4725018 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -4726441.500000 Penalty: 5238.798828
	Iteration 8F: 3 clusters Score -4726442 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -4727414.000000 Penalty: 5238.798828
	Iteration 9Q: 3 clusters Score -4727414 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -4728177.500000 Penalty: 5238.798828
	Iteration 10Q: 3 clusters Score -4728178 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -4728772.000000 Penalty: 5238.798828
	Iteration 11Q: 3 clusters Score -4728772 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -4729245.500000 Penalty: 5238.798828
	Iteration 12Q: 3 clusters Score -4729246 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4729534.000000 Penalty: 5238.798828
	Iteration 13Q: 3 clusters Score -4729534 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4729704.500000 Penalty: 5238.798828
	Iteration 14Q: 3 clusters Score -4729704 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4729808.000000 Penalty: 5238.798828
	Iteration 15Q: 3 clusters Score -4729808 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4729865.000000 Penalty: 5238.798828
	Iteration 16Q: 3 clusters Score -4729865 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4729902.500000 Penalty: 5238.798828
	Iteration 17Q: 3 clusters Score -4729902 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4729922.000000 Penalty: 5238.798828
	Iteration 18Q: 3 clusters Score -4729922 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4729953.000000 Penalty: 5238.798828
	Iteration 19Q: 3 clusters Score -4729953 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4729984.000000 Penalty: 5238.798828
	Iteration 20F: 3 clusters Score -4729984 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4730016.000000 Penalty: 5238.798828
	Iteration 21Q: 3 clusters Score -4730016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4730035.000000 Penalty: 5238.798828
	Iteration 22Q: 3 clusters Score -4730035 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4730060.000000 Penalty: 5238.798828
	Iteration 23Q: 3 clusters Score -4730060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4730077.000000 Penalty: 5238.798828
	Iteration 24Q: 3 clusters Score -4730077 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4730088.500000 Penalty: 5238.798828
	Iteration 25Q: 3 clusters Score -4730088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4730101.000000 Penalty: 5238.798828
	Iteration 26Q: 3 clusters Score -4730101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4730115.000000 Penalty: 5238.798828
	Iteration 27Q: 3 clusters Score -4730115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4730116.000000 Penalty: 5238.798828
	Iteration 28Q: 3 clusters Score -4730116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4730118.000000 Penalty: 5238.798828
	Iteration 29Q: 3 clusters Score -4730118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4730129.500000 Penalty: 5238.798828
	Iteration 30Q: 3 clusters Score -4730130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4730138.500000 Penalty: 5238.798828
	Iteration 31Q: 3 clusters Score -4730138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4730137.500000 Penalty: 5238.798828
	Iteration 32Q: 3 clusters Score -4730138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4730153.000000 Penalty: 5238.798828
	Iteration 33Q: 3 clusters Score -4730153 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4730170.000000 Penalty: 5238.798828
	Iteration 34Q: 3 clusters Score -4730170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4730182.000000 Penalty: 5238.798828
	Iteration 35Q: 3 clusters Score -4730182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4730196.500000 Penalty: 5238.798828
	Iteration 36Q: 3 clusters Score -4730196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4730199.000000 Penalty: 5238.798828
	Iteration 37Q: 3 clusters Score -4730199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4730202.000000 Penalty: 5238.798828
	Iteration 38Q: 3 clusters Score -4730202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4730224.500000 Penalty: 5238.798828
	Iteration 39Q: 3 clusters Score -4730224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4730234.500000 Penalty: 5238.798828
	Iteration 40F: 3 clusters Score -4730234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4730239.500000 Penalty: 5238.798828
	Iteration 41Q: 3 clusters Score -4730240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4730247.500000 Penalty: 5238.798828
	Iteration 42Q: 3 clusters Score -4730248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4730251.500000 Penalty: 5238.798828
	Iteration 43Q: 3 clusters Score -4730252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4730254.000000 Penalty: 5238.798828
	Iteration 44Q: 3 clusters Score -4730254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4730271.500000 Penalty: 5238.798828
	Iteration 45Q: 3 clusters Score -4730272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4730273.000000 Penalty: 5238.798828
	Iteration 46Q: 3 clusters Score -4730273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4730275.500000 Penalty: 5238.798828
	Iteration 47Q: 3 clusters Score -4730276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4730279.500000 Penalty: 5238.798828
	Iteration 48Q: 3 clusters Score -4730280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4730286.500000 Penalty: 5238.798828
	Iteration 49Q: 3 clusters Score -4730286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4730285.000000 Penalty: 5238.798828
	Iteration 50Q: 3 clusters Score -4730285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4730283.500000 Penalty: 5238.798828
	Iteration 51Q: 3 clusters Score -4730284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4730285.500000 Penalty: 5238.798828
	Iteration 52Q: 3 clusters Score -4730286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4730281.000000 Penalty: 5238.798828
	Iteration 53Q: 3 clusters Score -4730281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4730281.500000 Penalty: 5238.798828
	Iteration 54Q: 3 clusters Score -4730282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4730281.500000 Penalty: 5238.798828
	Iteration 55F: 3 clusters Score -4730282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Entering Unmasked Estep 
Score: -2011214.000000 Penalty: 2408.957275
	Iteration 0F: 2 clusters Score -2011214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1999298.750000 Penalty: 4817.914551
	Iteration 0F: 3 clusters Score -1999299 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2003259.875000 Penalty: 4817.914551
	Iteration 1F: 3 clusters Score -2003260 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2003805.625000 Penalty: 4817.914551
	Iteration 2F: 3 clusters Score -2003806 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2004358.000000 Penalty: 4817.914551
	Iteration 3F: 3 clusters Score -2004358 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2005011.625000 Penalty: 4817.914551
	Iteration 4F: 3 clusters Score -2005012 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2005746.375000 Penalty: 4817.914551
	Iteration 5F: 3 clusters Score -2005746 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2006648.000000 Penalty: 4817.914551
	Iteration 6F: 3 clusters Score -2006648 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2007586.250000 Penalty: 4817.914551
	Iteration 7F: 3 clusters Score -2007586 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2008305.625000 Penalty: 4817.914551
	Iteration 8F: 3 clusters Score -2008306 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2008798.375000 Penalty: 4817.914551
	Iteration 9Q: 3 clusters Score -2008798 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2009091.125000 Penalty: 4817.914551
	Iteration 10Q: 3 clusters Score -2009091 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2009249.500000 Penalty: 4817.914551
	Iteration 11Q: 3 clusters Score -2009250 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2009348.750000 Penalty: 4817.914551
	Iteration 12Q: 3 clusters Score -2009349 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2009408.000000 Penalty: 4817.914551
	Iteration 13Q: 3 clusters Score -2009408 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2009452.250000 Penalty: 4817.914551
	Iteration 14Q: 3 clusters Score -2009452 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2009483.000000 Penalty: 4817.914551
	Iteration 15Q: 3 clusters Score -2009483 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2009512.625000 Penalty: 4817.914551
	Iteration 16Q: 3 clusters Score -2009513 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2009544.875000 Penalty: 4817.914551
	Iteration 17Q: 3 clusters Score -2009545 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2009566.125000 Penalty: 4817.914551
	Iteration 18Q: 3 clusters Score -2009566 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2009579.875000 Penalty: 4817.914551
	Iteration 19Q: 3 clusters Score -2009580 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2009600.000000 Penalty: 4817.914551
	Iteration 20F: 3 clusters Score -2009600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2009609.000000 Penalty: 4817.914551
	Iteration 21Q: 3 clusters Score -2009609 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2009624.125000 Penalty: 4817.914551
	Iteration 22Q: 3 clusters Score -2009624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2009645.125000 Penalty: 4817.914551
	Iteration 23Q: 3 clusters Score -2009645 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2009664.375000 Penalty: 4817.914551
	Iteration 24Q: 3 clusters Score -2009664 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2009671.250000 Penalty: 4817.914551
	Iteration 25Q: 3 clusters Score -2009671 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2009676.125000 Penalty: 4817.914551
	Iteration 26Q: 3 clusters Score -2009676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2009688.375000 Penalty: 4817.914551
	Iteration 27Q: 3 clusters Score -2009688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -2009695.250000 Penalty: 4817.914551
	Iteration 28Q: 3 clusters Score -2009695 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2009703.875000 Penalty: 4817.914551
	Iteration 29Q: 3 clusters Score -2009704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2009712.875000 Penalty: 4817.914551
	Iteration 30Q: 3 clusters Score -2009713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2009716.125000 Penalty: 4817.914551
	Iteration 31Q: 3 clusters Score -2009716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2009723.000000 Penalty: 4817.914551
	Iteration 32Q: 3 clusters Score -2009723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2009722.750000 Penalty: 4817.914551
	Iteration 33Q: 3 clusters Score -2009723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2009728.875000 Penalty: 4817.914551
	Iteration 34Q: 3 clusters Score -2009729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2009728.500000 Penalty: 4817.914551
	Iteration 35Q: 3 clusters Score -2009728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2009728.500000 Penalty: 4817.914551
	Iteration 36Q: 3 clusters Score -2009728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2009729.375000 Penalty: 4817.914551
	Iteration 37Q: 3 clusters Score -2009729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2009730.625000 Penalty: 4817.914551
	Iteration 38Q: 3 clusters Score -2009731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2009731.375000 Penalty: 4817.914551
	Iteration 39Q: 3 clusters Score -2009731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2009733.375000 Penalty: 4817.914551
	Iteration 40F: 3 clusters Score -2009733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2009734.250000 Penalty: 4817.914551
	Iteration 41Q: 3 clusters Score -2009734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2009732.500000 Penalty: 4817.914551
	Iteration 42Q: 3 clusters Score -2009732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -2009731.125000 Penalty: 4817.914551
	Iteration 43Q: 3 clusters Score -2009731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2009731.125000 Penalty: 4817.914551
	Iteration 44Q: 3 clusters Score -2009731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2009730.250000 Penalty: 4817.914551
	Iteration 45Q: 3 clusters Score -2009730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2009732.375000 Penalty: 4817.914551
	Iteration 46Q: 3 clusters Score -2009732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2009732.500000 Penalty: 4817.914551
	Iteration 47Q: 3 clusters Score -2009732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2009731.625000 Penalty: 4817.914551
	Iteration 48Q: 3 clusters Score -2009732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2009730.250000 Penalty: 4817.914551
	Iteration 49Q: 3 clusters Score -2009730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2009730.750000 Penalty: 4817.914551
	Iteration 50Q: 3 clusters Score -2009731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2009730.750000 Penalty: 4817.914551
	Iteration 51F: 3 clusters Score -2009731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Entering Unmasked Estep 
Score: -2754426.500000 Penalty: 2488.004395
	Iteration 0F: 2 clusters Score -2754426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2738654.750000 Penalty: 4976.008789
	Iteration 0F: 3 clusters Score -2738655 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2744220.750000 Penalty: 4976.008789
	Iteration 1F: 3 clusters Score -2744221 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2744760.500000 Penalty: 4976.008789
	Iteration 2F: 3 clusters Score -2744760 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2745310.000000 Penalty: 4976.008789
	Iteration 3F: 3 clusters Score -2745310 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2745867.250000 Penalty: 4976.008789
	Iteration 4Q: 3 clusters Score -2745867 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2746391.750000 Penalty: 4976.008789
	Iteration 5Q: 3 clusters Score -2746392 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2746919.750000 Penalty: 4976.008789
	Iteration 6Q: 3 clusters Score -2746920 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2747451.250000 Penalty: 4976.008789
	Iteration 7Q: 3 clusters Score -2747451 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2747935.250000 Penalty: 4976.008789
	Iteration 8Q: 3 clusters Score -2747935 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2748382.500000 Penalty: 4976.008789
	Iteration 9Q: 3 clusters Score -2748382 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2748779.500000 Penalty: 4976.008789
	Iteration 10Q: 3 clusters Score -2748780 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2749154.000000 Penalty: 4976.008789
	Iteration 11Q: 3 clusters Score -2749154 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2749451.250000 Penalty: 4976.008789
	Iteration 12Q: 3 clusters Score -2749451 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2749684.500000 Penalty: 4976.008789
	Iteration 13Q: 3 clusters Score -2749684 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2749907.500000 Penalty: 4976.008789
	Iteration 14Q: 3 clusters Score -2749908 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2750076.250000 Penalty: 4976.008789
	Iteration 15Q: 3 clusters Score -2750076 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2750234.000000 Penalty: 4976.008789
	Iteration 16Q: 3 clusters Score -2750234 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2750400.500000 Penalty: 4976.008789
	Iteration 17Q: 3 clusters Score -2750400 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2750549.500000 Penalty: 4976.008789
	Iteration 18Q: 3 clusters Score -2750550 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2750698.000000 Penalty: 4976.008789
	Iteration 19Q: 3 clusters Score -2750698 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2750864.000000 Penalty: 4976.008789
	Iteration 20F: 3 clusters Score -2750864 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2750997.250000 Penalty: 4976.008789
	Iteration 21Q: 3 clusters Score -2750997 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2751141.500000 Penalty: 4976.008789
	Iteration 22Q: 3 clusters Score -2751142 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2751272.500000 Penalty: 4976.008789
	Iteration 23Q: 3 clusters Score -2751272 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -2751390.250000 Penalty: 4976.008789
	Iteration 24Q: 3 clusters Score -2751390 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2751482.750000 Penalty: 4976.008789
	Iteration 25Q: 3 clusters Score -2751483 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2751573.000000 Penalty: 4976.008789
	Iteration 26Q: 3 clusters Score -2751573 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -2751695.750000 Penalty: 4976.008789
	Iteration 27Q: 3 clusters Score -2751696 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -2751794.000000 Penalty: 4976.008789
	Iteration 28Q: 3 clusters Score -2751794 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -2751892.000000 Penalty: 4976.008789
	Iteration 29Q: 3 clusters Score -2751892 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -2751952.250000 Penalty: 4976.008789
	Iteration 30Q: 3 clusters Score -2751952 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -2751998.000000 Penalty: 4976.008789
	Iteration 31Q: 3 clusters Score -2751998 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -2752039.000000 Penalty: 4976.008789
	Iteration 32Q: 3 clusters Score -2752039 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -2752077.500000 Penalty: 4976.008789
	Iteration 33Q: 3 clusters Score -2752078 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -2752120.250000 Penalty: 4976.008789
	Iteration 34Q: 3 clusters Score -2752120 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2752165.750000 Penalty: 4976.008789
	Iteration 35Q: 3 clusters Score -2752166 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2752201.750000 Penalty: 4976.008789
	Iteration 36Q: 3 clusters Score -2752202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -2752227.250000 Penalty: 4976.008789
	Iteration 37Q: 3 clusters Score -2752227 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -2752246.500000 Penalty: 4976.008789
	Iteration 38Q: 3 clusters Score -2752246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -2752262.250000 Penalty: 4976.008789
	Iteration 39Q: 3 clusters Score -2752262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2752272.000000 Penalty: 4976.008789
	Iteration 40F: 3 clusters Score -2752272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -2752288.500000 Penalty: 4976.008789
	Iteration 41Q: 3 clusters Score -2752288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -2752310.750000 Penalty: 4976.008789
	Iteration 42Q: 3 clusters Score -2752311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -2752326.250000 Penalty: 4976.008789
	Iteration 43Q: 3 clusters Score -2752326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2752332.750000 Penalty: 4976.008789
	Iteration 44Q: 3 clusters Score -2752333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -2752344.250000 Penalty: 4976.008789
	Iteration 45Q: 3 clusters Score -2752344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -2752350.750000 Penalty: 4976.008789
	Iteration 46Q: 3 clusters Score -2752351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -2752362.000000 Penalty: 4976.008789
	Iteration 47Q: 3 clusters Score -2752362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -2752370.750000 Penalty: 4976.008789
	Iteration 48Q: 3 clusters Score -2752371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -2752377.000000 Penalty: 4976.008789
	Iteration 49Q: 3 clusters Score -2752377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -2752385.750000 Penalty: 4976.008789
	Iteration 50Q: 3 clusters Score -2752386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -2752388.250000 Penalty: 4976.008789
	Iteration 51Q: 3 clusters Score -2752388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -2752387.500000 Penalty: 4976.008789
	Iteration 52Q: 3 clusters Score -2752388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -2752392.500000 Penalty: 4976.008789
	Iteration 53Q: 3 clusters Score -2752392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -2752390.000000 Penalty: 4976.008789
	Iteration 54Q: 3 clusters Score -2752390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -2752393.750000 Penalty: 4976.008789
	Iteration 55Q: 3 clusters Score -2752394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -2752394.250000 Penalty: 4976.008789
	Iteration 56Q: 3 clusters Score -2752394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -2752394.250000 Penalty: 4976.008789
	Iteration 57F: 3 clusters Score -2752394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Entering Unmasked Estep 
Score: -2957192.250000 Penalty: 2500.193359
	Iteration 0F: 2 clusters Score -2957192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2940688.500000 Penalty: 5000.386719
	Iteration 0F: 3 clusters Score -2940688 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2946066.250000 Penalty: 5000.386719
	Iteration 1F: 3 clusters Score -2946066 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2946527.750000 Penalty: 5000.386719
	Iteration 2F: 3 clusters Score -2946528 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2946977.750000 Penalty: 5000.386719
	Iteration 3Q: 3 clusters Score -2946978 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2947457.000000 Penalty: 5000.386719
	Iteration 4Q: 3 clusters Score -2947457 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2948075.000000 Penalty: 5000.386719
	Iteration 5F: 3 clusters Score -2948075 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2948815.500000 Penalty: 5000.386719
	Iteration 6F: 3 clusters Score -2948816 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2949757.000000 Penalty: 5000.386719
	Iteration 7F: 3 clusters Score -2949757 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2950816.500000 Penalty: 5000.386719
	Iteration 8F: 3 clusters Score -2950816 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2951886.250000 Penalty: 5000.386719
	Iteration 9F: 3 clusters Score -2951886 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2952845.750000 Penalty: 5000.386719
	Iteration 10F: 3 clusters Score -2952846 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2953510.250000 Penalty: 5000.386719
	Iteration 11Q: 3 clusters Score -2953510 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2954005.500000 Penalty: 5000.386719
	Iteration 12Q: 3 clusters Score -2954006 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2954330.000000 Penalty: 5000.386719
	Iteration 13Q: 3 clusters Score -2954330 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -2954554.500000 Penalty: 5000.386719
	Iteration 14Q: 3 clusters Score -2954554 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -2954734.250000 Penalty: 5000.386719
	Iteration 15Q: 3 clusters Score -2954734 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -2954849.250000 Penalty: 5000.386719
	Iteration 16Q: 3 clusters Score -2954849 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2954928.000000 Penalty: 5000.386719
	Iteration 17Q: 3 clusters Score -2954928 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -2954979.750000 Penalty: 5000.386719
	Iteration 18Q: 3 clusters Score -2954980 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -2955019.000000 Penalty: 5000.386719
	Iteration 19Q: 3 clusters Score -2955019 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -2955049.250000 Penalty: 5000.386719
	Iteration 20F: 3 clusters Score -2955049 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2955067.500000 Penalty: 5000.386719
	Iteration 21Q: 3 clusters Score -2955068 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -2955089.750000 Penalty: 5000.386719
	Iteration 22Q: 3 clusters Score -2955090 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -2955102.500000 Penalty: 5000.386719
	Iteration 23Q: 3 clusters Score -2955102 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -2955105.000000 Penalty: 5000.386719
	Iteration 24Q: 3 clusters Score -2955105 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -2955118.250000 Penalty: 5000.386719
	Iteration 25Q: 3 clusters Score -2955118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -2955123.750000 Penalty: 5000.386719
	Iteration 26Q: 3 clusters Score -2955124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2955123.500000 Penalty: 5000.386719
	Iteration 27Q: 3 clusters Score -2955124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2955131.750000 Penalty: 5000.386719
	Iteration 28Q: 3 clusters Score -2955132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -2955134.250000 Penalty: 5000.386719
	Iteration 29Q: 3 clusters Score -2955134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -2955138.000000 Penalty: 5000.386719
	Iteration 30Q: 3 clusters Score -2955138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -2955137.000000 Penalty: 5000.386719
	Iteration 31Q: 3 clusters Score -2955137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -2955136.250000 Penalty: 5000.386719
	Iteration 32Q: 3 clusters Score -2955136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -2955139.250000 Penalty: 5000.386719
	Iteration 33Q: 3 clusters Score -2955139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -2955139.250000 Penalty: 5000.386719
	Iteration 34Q: 3 clusters Score -2955139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -2955144.250000 Penalty: 5000.386719
	Iteration 35Q: 3 clusters Score -2955144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -2955144.250000 Penalty: 5000.386719
	Iteration 36F: 3 clusters Score -2955144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (224640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224640 members 
Entering Unmasked Estep 
Score: -27153634.000000 Penalty: 3055.918945
	Iteration 0F: 2 clusters Score -2.715363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111767 members 
Mstep: Class 2 contains 112873 members 
Entering Unmasked Estep 
Score: -27003322.000000 Penalty: 6111.837891
	Iteration 0F: 3 clusters Score -2.700332e+07 nChanged 108389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101470 members 
Mstep: Class 2 contains 123170 members 
Entering Unmasked Estep 
Score: -27068126.000000 Penalty: 6111.837891
	Iteration 1F: 3 clusters Score -2.706813e+07 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94747 members 
Mstep: Class 2 contains 129893 members 
Entering Unmasked Estep 
Score: -27070956.000000 Penalty: 6111.837891
	Iteration 2Q: 3 clusters Score -2.707096e+07 nChanged 11353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84420 members 
Mstep: Class 2 contains 140220 members 
Entering Unmasked Estep 
Score: -27076770.000000 Penalty: 6111.837891
	Iteration 3F: 3 clusters Score -2.707677e+07 nChanged 15384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69538 members 
Mstep: Class 2 contains 155102 members 
Entering Unmasked Estep 
Score: -27086730.000000 Penalty: 6111.837891
	Iteration 4F: 3 clusters Score -2.708673e+07 nChanged 19053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 173861 members 
Entering Unmasked Estep 
Score: -27102756.000000 Penalty: 6111.837891
	Iteration 5F: 3 clusters Score -2.710276e+07 nChanged 19364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 193001 members 
Entering Unmasked Estep 
Score: -27121690.000000 Penalty: 6111.837891
	Iteration 6F: 3 clusters Score -2.712169e+07 nChanged 14807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 207614 members 
Entering Unmasked Estep 
Score: -27136686.000000 Penalty: 6111.837891
	Iteration 7F: 3 clusters Score -2.713669e+07 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 215964 members 
Entering Unmasked Estep 
Score: -27144654.000000 Penalty: 6111.837891
	Iteration 8Q: 3 clusters Score -2.714465e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 219963 members 
Entering Unmasked Estep 
Score: -27148078.000000 Penalty: 6111.837891
	Iteration 9Q: 3 clusters Score -2.714808e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 221831 members 
Entering Unmasked Estep 
Score: -27149552.000000 Penalty: 6111.837891
	Iteration 10Q: 3 clusters Score -2.714955e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 222713 members 
Entering Unmasked Estep 
Score: -27150192.000000 Penalty: 6111.837891
	Iteration 11Q: 3 clusters Score -2.715019e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 223101 members 
Entering Unmasked Estep 
Score: -27150494.000000 Penalty: 6111.837891
	Iteration 12Q: 3 clusters Score -2.715049e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 223297 members 
Entering Unmasked Estep 
Score: -27150668.000000 Penalty: 6111.837891
	Iteration 13Q: 3 clusters Score -2.715067e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 223418 members 
Entering Unmasked Estep 
Score: -27150798.000000 Penalty: 6111.837891
	Iteration 14Q: 3 clusters Score -2.71508e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 223482 members 
Entering Unmasked Estep 
Score: -27150844.000000 Penalty: 6111.837891
	Iteration 15Q: 3 clusters Score -2.715084e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 223530 members 
Entering Unmasked Estep 
Score: -27150924.000000 Penalty: 6111.837891
	Iteration 16Q: 3 clusters Score -2.715092e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 223557 members 
Entering Unmasked Estep 
Score: -27150966.000000 Penalty: 6111.837891
	Iteration 17Q: 3 clusters Score -2.715097e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 223582 members 
Entering Unmasked Estep 
Score: -27150990.000000 Penalty: 6111.837891
	Iteration 18Q: 3 clusters Score -2.715099e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 223597 members 
Entering Unmasked Estep 
Score: -27151018.000000 Penalty: 6111.837891
	Iteration 19Q: 3 clusters Score -2.715102e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 223609 members 
Entering Unmasked Estep 
Score: -27151020.000000 Penalty: 6111.837891
	Iteration 20F: 3 clusters Score -2.715102e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 223618 members 
Entering Unmasked Estep 
Score: -27151014.000000 Penalty: 6111.837891
	Iteration 21Q: 3 clusters Score -2.715101e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 223623 members 
Entering Unmasked Estep 
Score: -27151080.000000 Penalty: 6111.837891
	Iteration 22Q: 3 clusters Score -2.715108e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 223628 members 
Entering Unmasked Estep 
Score: -27151100.000000 Penalty: 6111.837891
	Iteration 23Q: 3 clusters Score -2.71511e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 223636 members 
Entering Unmasked Estep 
Score: -27151124.000000 Penalty: 6111.837891
	Iteration 24Q: 3 clusters Score -2.715112e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 223643 members 
Entering Unmasked Estep 
Score: -27151106.000000 Penalty: 6111.837891
	Iteration 25Q: 3 clusters Score -2.715111e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 223647 members 
Entering Unmasked Estep 
Score: -27151116.000000 Penalty: 6111.837891
	Iteration 26Q: 3 clusters Score -2.715112e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 223658 members 
Entering Unmasked Estep 
Score: -27151116.000000 Penalty: 6111.837891
	Iteration 27Q: 3 clusters Score -2.715112e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 223664 members 
Entering Unmasked Estep 
Score: -27151120.000000 Penalty: 6111.837891
	Iteration 28Q: 3 clusters Score -2.715112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 223666 members 
Entering Unmasked Estep 
Score: -27151116.000000 Penalty: 6111.837891
	Iteration 29Q: 3 clusters Score -2.715112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 223675 members 
Entering Unmasked Estep 
Score: -27151102.000000 Penalty: 6111.837891
	Iteration 30Q: 3 clusters Score -2.71511e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 223681 members 
Entering Unmasked Estep 
Score: -27151122.000000 Penalty: 6111.837891
	Iteration 31Q: 3 clusters Score -2.715112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 223687 members 
Entering Unmasked Estep 
Score: -27151134.000000 Penalty: 6111.837891
	Iteration 32Q: 3 clusters Score -2.715113e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 223702 members 
Entering Unmasked Estep 
Score: -27151170.000000 Penalty: 6111.837891
	Iteration 33Q: 3 clusters Score -2.715117e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 223708 members 
Entering Unmasked Estep 
Score: -27151156.000000 Penalty: 6111.837891
	Iteration 34Q: 3 clusters Score -2.715116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 223710 members 
Entering Unmasked Estep 
Score: -27151162.000000 Penalty: 6111.837891
	Iteration 35Q: 3 clusters Score -2.715116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 223713 members 
Entering Unmasked Estep 
Score: -27151170.000000 Penalty: 6111.837891
	Iteration 36Q: 3 clusters Score -2.715117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 223713 members 
Entering Unmasked Estep 
Score: -27151174.000000 Penalty: 6111.837891
	Iteration 37Q: 3 clusters Score -2.715117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 223711 members 
Entering Unmasked Estep 
Score: -27151178.000000 Penalty: 6111.837891
	Iteration 38Q: 3 clusters Score -2.715118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 223712 members 
Entering Unmasked Estep 
Score: -27151166.000000 Penalty: 6111.837891
	Iteration 39Q: 3 clusters Score -2.715117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 223716 members 
Entering Unmasked Estep 
Score: -27151182.000000 Penalty: 6111.837891
	Iteration 40F: 3 clusters Score -2.715118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 223716 members 
Entering Unmasked Estep 
Score: -27151170.000000 Penalty: 6111.837891
	Iteration 41Q: 3 clusters Score -2.715117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 223719 members 
Entering Unmasked Estep 
Score: -27151162.000000 Penalty: 6111.837891
	Iteration 42Q: 3 clusters Score -2.715116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 223718 members 
Entering Unmasked Estep 
Score: -27151174.000000 Penalty: 6111.837891
	Iteration 43Q: 3 clusters Score -2.715117e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 223726 members 
Entering Unmasked Estep 
Score: -27151178.000000 Penalty: 6111.837891
	Iteration 44Q: 3 clusters Score -2.715118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 223726 members 
Entering Unmasked Estep 
Score: -27151176.000000 Penalty: 6111.837891
	Iteration 45Q: 3 clusters Score -2.715118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 223724 members 
Entering Unmasked Estep 
Score: -27151180.000000 Penalty: 6111.837891
	Iteration 46Q: 3 clusters Score -2.715118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 223726 members 
Entering Unmasked Estep 
Score: -27151192.000000 Penalty: 6111.837891
	Iteration 47Q: 3 clusters Score -2.715119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 223726 members 
Entering Unmasked Estep 
Score: -27151204.000000 Penalty: 6111.837891
	Iteration 48Q: 3 clusters Score -2.71512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 223727 members 
Entering Unmasked Estep 
Score: -27151210.000000 Penalty: 6111.837891
	Iteration 49Q: 3 clusters Score -2.715121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 223727 members 
Entering Unmasked Estep 
Score: -27151204.000000 Penalty: 6111.837891
	Iteration 50Q: 3 clusters Score -2.71512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 223726 members 
Entering Unmasked Estep 
Score: -27151208.000000 Penalty: 6111.837891
	Iteration 51Q: 3 clusters Score -2.715121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 223726 members 
Entering Unmasked Estep 
Score: -27151206.000000 Penalty: 6111.837891
	Iteration 52Q: 3 clusters Score -2.715121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 223725 members 
Entering Unmasked Estep 
Score: -27151210.000000 Penalty: 6111.837891
	Iteration 53Q: 3 clusters Score -2.715121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 223726 members 
Entering Unmasked Estep 
Score: -27151214.000000 Penalty: 6111.837891
	Iteration 54Q: 3 clusters Score -2.715121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 223728 members 
Entering Unmasked Estep 
Score: -27151214.000000 Penalty: 6111.837891
	Iteration 55Q: 3 clusters Score -2.715121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 223728 members 
Entering Unmasked Estep 
Score: -27151222.000000 Penalty: 6111.837891
	Iteration 56Q: 3 clusters Score -2.715122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 223729 members 
Entering Unmasked Estep 
Score: -27151214.000000 Penalty: 6111.837891
	Iteration 57Q: 3 clusters Score -2.715121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 223731 members 
Entering Unmasked Estep 
Score: -27151226.000000 Penalty: 6111.837891
	Iteration 58Q: 3 clusters Score -2.715123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 223733 members 
Entering Unmasked Estep 
Score: -27151240.000000 Penalty: 6111.837891
	Iteration 59Q: 3 clusters Score -2.715124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 223736 members 
Entering Unmasked Estep 
Score: -27151238.000000 Penalty: 6111.837891
	Iteration 60F: 3 clusters Score -2.715124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 223738 members 
Entering Unmasked Estep 
Score: -27151244.000000 Penalty: 6111.837891
	Iteration 61Q: 3 clusters Score -2.715124e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 223748 members 
Entering Unmasked Estep 
Score: -27151264.000000 Penalty: 6111.837891
	Iteration 62Q: 3 clusters Score -2.715126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 223752 members 
Entering Unmasked Estep 
Score: -27151278.000000 Penalty: 6111.837891
	Iteration 63Q: 3 clusters Score -2.715128e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 223751 members 
Entering Unmasked Estep 
Score: -27151258.000000 Penalty: 6111.837891
	Iteration 64Q: 3 clusters Score -2.715126e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 223751 members 
Entering Unmasked Estep 
Score: -27151294.000000 Penalty: 6111.837891
	Iteration 65Q: 3 clusters Score -2.715129e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 223750 members 
Entering Unmasked Estep 
Score: -27151298.000000 Penalty: 6111.837891
	Iteration 66Q: 3 clusters Score -2.71513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 223745 members 
Entering Unmasked Estep 
Score: -27151296.000000 Penalty: 6111.837891
	Iteration 67Q: 3 clusters Score -2.71513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 223744 members 
Entering Unmasked Estep 
Score: -27151278.000000 Penalty: 6111.837891
	Iteration 68Q: 3 clusters Score -2.715128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 223745 members 
Entering Unmasked Estep 
Score: -27151274.000000 Penalty: 6111.837891
	Iteration 69Q: 3 clusters Score -2.715127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 223746 members 
Entering Unmasked Estep 
Score: -27151278.000000 Penalty: 6111.837891
	Iteration 70Q: 3 clusters Score -2.715128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 223750 members 
Entering Unmasked Estep 
Score: -27151270.000000 Penalty: 6111.837891
	Iteration 71Q: 3 clusters Score -2.715127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 223752 members 
Entering Unmasked Estep 
Score: -27151290.000000 Penalty: 6111.837891
	Iteration 72Q: 3 clusters Score -2.715129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 223751 members 
Entering Unmasked Estep 
Score: -27151288.000000 Penalty: 6111.837891
	Iteration 73Q: 3 clusters Score -2.715129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 223752 members 
Entering Unmasked Estep 
Score: -27151288.000000 Penalty: 6111.837891
	Iteration 74Q: 3 clusters Score -2.715129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 223752 members 
Entering Unmasked Estep 
Score: -27151294.000000 Penalty: 6111.837891
	Iteration 75Q: 3 clusters Score -2.715129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 223752 members 
Entering Unmasked Estep 
Score: -27151284.000000 Penalty: 6111.837891
	Iteration 76Q: 3 clusters Score -2.715128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 223752 members 
Entering Unmasked Estep 
Score: -27151296.000000 Penalty: 6111.837891
	Iteration 77Q: 3 clusters Score -2.71513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 223752 members 
Entering Unmasked Estep 
Score: -27151296.000000 Penalty: 6111.837891
	Iteration 78F: 3 clusters Score -2.71513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (128314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128314 members 
Entering Unmasked Estep 
Score: -15681451.000000 Penalty: 2917.034424
	Iteration 0F: 2 clusters Score -1.568145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 64425 members 
Entering Unmasked Estep 
Score: -15595511.000000 Penalty: 5834.068848
	Iteration 0F: 3 clusters Score -1.559551e+07 nChanged 61102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60133 members 
Mstep: Class 2 contains 68181 members 
Entering Unmasked Estep 
Score: -15631427.000000 Penalty: 5834.068848
	Iteration 1F: 3 clusters Score -1.563143e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57694 members 
Mstep: Class 2 contains 70620 members 
Entering Unmasked Estep 
Score: -15633254.000000 Penalty: 5834.068848
	Iteration 2Q: 3 clusters Score -1.563325e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53744 members 
Mstep: Class 2 contains 74570 members 
Entering Unmasked Estep 
Score: -15636111.000000 Penalty: 5834.068848
	Iteration 3Q: 3 clusters Score -1.563611e+07 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 80363 members 
Entering Unmasked Estep 
Score: -15641000.000000 Penalty: 5834.068848
	Iteration 4F: 3 clusters Score -1.5641e+07 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 88080 members 
Entering Unmasked Estep 
Score: -15647922.000000 Penalty: 5834.068848
	Iteration 5F: 3 clusters Score -1.564792e+07 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 96995 members 
Entering Unmasked Estep 
Score: -15656381.000000 Penalty: 5834.068848
	Iteration 6F: 3 clusters Score -1.565638e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 105188 members 
Entering Unmasked Estep 
Score: -15664165.000000 Penalty: 5834.068848
	Iteration 7F: 3 clusters Score -1.566416e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 111306 members 
Entering Unmasked Estep 
Score: -15669876.000000 Penalty: 5834.068848
	Iteration 8F: 3 clusters Score -1.566988e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 115489 members 
Entering Unmasked Estep 
Score: -15673283.000000 Penalty: 5834.068848
	Iteration 9Q: 3 clusters Score -1.567328e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 118288 members 
Entering Unmasked Estep 
Score: -15675509.000000 Penalty: 5834.068848
	Iteration 10Q: 3 clusters Score -1.567551e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 120247 members 
Entering Unmasked Estep 
Score: -15677119.000000 Penalty: 5834.068848
	Iteration 11Q: 3 clusters Score -1.567712e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 121603 members 
Entering Unmasked Estep 
Score: -15678184.000000 Penalty: 5834.068848
	Iteration 12Q: 3 clusters Score -1.567818e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 122563 members 
Entering Unmasked Estep 
Score: -15678960.000000 Penalty: 5834.068848
	Iteration 13Q: 3 clusters Score -1.567896e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 123224 members 
Entering Unmasked Estep 
Score: -15679456.000000 Penalty: 5834.068848
	Iteration 14Q: 3 clusters Score -1.567946e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 123719 members 
Entering Unmasked Estep 
Score: -15679768.000000 Penalty: 5834.068848
	Iteration 15Q: 3 clusters Score -1.567977e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 124111 members 
Entering Unmasked Estep 
Score: -15680112.000000 Penalty: 5834.068848
	Iteration 16Q: 3 clusters Score -1.568011e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 124426 members 
Entering Unmasked Estep 
Score: -15680444.000000 Penalty: 5834.068848
	Iteration 17Q: 3 clusters Score -1.568044e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 124647 members 
Entering Unmasked Estep 
Score: -15680639.000000 Penalty: 5834.068848
	Iteration 18Q: 3 clusters Score -1.568064e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 124806 members 
Entering Unmasked Estep 
Score: -15680734.000000 Penalty: 5834.068848
	Iteration 19Q: 3 clusters Score -1.568073e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 124917 members 
Entering Unmasked Estep 
Score: -15680849.000000 Penalty: 5834.068848
	Iteration 20F: 3 clusters Score -1.568085e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 124998 members 
Entering Unmasked Estep 
Score: -15680875.000000 Penalty: 5834.068848
	Iteration 21Q: 3 clusters Score -1.568088e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 125039 members 
Entering Unmasked Estep 
Score: -15680891.000000 Penalty: 5834.068848
	Iteration 22Q: 3 clusters Score -1.568089e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 125062 members 
Entering Unmasked Estep 
Score: -15680906.000000 Penalty: 5834.068848
	Iteration 23Q: 3 clusters Score -1.568091e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 125084 members 
Entering Unmasked Estep 
Score: -15680928.000000 Penalty: 5834.068848
	Iteration 24Q: 3 clusters Score -1.568093e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 125109 members 
Entering Unmasked Estep 
Score: -15680944.000000 Penalty: 5834.068848
	Iteration 25Q: 3 clusters Score -1.568094e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 125129 members 
Entering Unmasked Estep 
Score: -15680948.000000 Penalty: 5834.068848
	Iteration 26Q: 3 clusters Score -1.568095e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 125142 members 
Entering Unmasked Estep 
Score: -15680952.000000 Penalty: 5834.068848
	Iteration 27Q: 3 clusters Score -1.568095e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 125154 members 
Entering Unmasked Estep 
Score: -15680953.000000 Penalty: 5834.068848
	Iteration 28Q: 3 clusters Score -1.568095e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 125168 members 
Entering Unmasked Estep 
Score: -15680961.000000 Penalty: 5834.068848
	Iteration 29Q: 3 clusters Score -1.568096e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 125175 members 
Entering Unmasked Estep 
Score: -15680950.000000 Penalty: 5834.068848
	Iteration 30Q: 3 clusters Score -1.568095e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 125179 members 
Entering Unmasked Estep 
Score: -15680947.000000 Penalty: 5834.068848
	Iteration 31Q: 3 clusters Score -1.568095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 125186 members 
Entering Unmasked Estep 
Score: -15680949.000000 Penalty: 5834.068848
	Iteration 32Q: 3 clusters Score -1.568095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 125189 members 
Entering Unmasked Estep 
Score: -15680956.000000 Penalty: 5834.068848
	Iteration 33Q: 3 clusters Score -1.568096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 125192 members 
Entering Unmasked Estep 
Score: -15680944.000000 Penalty: 5834.068848
	Iteration 34Q: 3 clusters Score -1.568094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 125193 members 
Entering Unmasked Estep 
Score: -15680948.000000 Penalty: 5834.068848
	Iteration 35Q: 3 clusters Score -1.568095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 125194 members 
Entering Unmasked Estep 
Score: -15680948.000000 Penalty: 5834.068848
	Iteration 36Q: 3 clusters Score -1.568095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 125196 members 
Entering Unmasked Estep 
Score: -15680950.000000 Penalty: 5834.068848
	Iteration 37Q: 3 clusters Score -1.568095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 125200 members 
Entering Unmasked Estep 
Score: -15680946.000000 Penalty: 5834.068848
	Iteration 38Q: 3 clusters Score -1.568095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 125200 members 
Entering Unmasked Estep 
Score: -15680946.000000 Penalty: 5834.068848
	Iteration 39F: 3 clusters Score -1.568095e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Entering Unmasked Estep 
Score: -744380.375000 Penalty: 2171.735352
	Iteration 0F: 2 clusters Score -744380.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -738995.187500 Penalty: 4343.470703
	Iteration 0F: 3 clusters Score -738995.2 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -740447.562500 Penalty: 4343.470703
	Iteration 1F: 3 clusters Score -740447.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -740900.812500 Penalty: 4343.470703
	Iteration 2F: 3 clusters Score -740900.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -741389.000000 Penalty: 4343.470703
	Iteration 3F: 3 clusters Score -741389 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -741877.250000 Penalty: 4343.470703
	Iteration 4F: 3 clusters Score -741877.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -742276.875000 Penalty: 4343.470703
	Iteration 5F: 3 clusters Score -742276.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -742566.937500 Penalty: 4343.470703
	Iteration 6F: 3 clusters Score -742566.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -742733.875000 Penalty: 4343.470703
	Iteration 7Q: 3 clusters Score -742733.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -742846.812500 Penalty: 4343.470703
	Iteration 8Q: 3 clusters Score -742846.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -742918.875000 Penalty: 4343.470703
	Iteration 9Q: 3 clusters Score -742918.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -742952.937500 Penalty: 4343.470703
	Iteration 10Q: 3 clusters Score -742952.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -742984.500000 Penalty: 4343.470703
	Iteration 11Q: 3 clusters Score -742984.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -743017.562500 Penalty: 4343.470703
	Iteration 12Q: 3 clusters Score -743017.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -743046.500000 Penalty: 4343.470703
	Iteration 13Q: 3 clusters Score -743046.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -743069.500000 Penalty: 4343.470703
	Iteration 14Q: 3 clusters Score -743069.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -743087.250000 Penalty: 4343.470703
	Iteration 15Q: 3 clusters Score -743087.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -743099.375000 Penalty: 4343.470703
	Iteration 16Q: 3 clusters Score -743099.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -743107.812500 Penalty: 4343.470703
	Iteration 17Q: 3 clusters Score -743107.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -743117.250000 Penalty: 4343.470703
	Iteration 18Q: 3 clusters Score -743117.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -743125.625000 Penalty: 4343.470703
	Iteration 19Q: 3 clusters Score -743125.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -743130.250000 Penalty: 4343.470703
	Iteration 20F: 3 clusters Score -743130.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -743137.687500 Penalty: 4343.470703
	Iteration 21Q: 3 clusters Score -743137.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -743142.937500 Penalty: 4343.470703
	Iteration 22Q: 3 clusters Score -743142.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -743146.250000 Penalty: 4343.470703
	Iteration 23Q: 3 clusters Score -743146.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -743151.062500 Penalty: 4343.470703
	Iteration 24Q: 3 clusters Score -743151.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -743156.562500 Penalty: 4343.470703
	Iteration 25Q: 3 clusters Score -743156.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -743159.687500 Penalty: 4343.470703
	Iteration 26Q: 3 clusters Score -743159.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -743161.062500 Penalty: 4343.470703
	Iteration 27Q: 3 clusters Score -743161.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -743162.250000 Penalty: 4343.470703
	Iteration 28Q: 3 clusters Score -743162.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -743164.562500 Penalty: 4343.470703
	Iteration 29Q: 3 clusters Score -743164.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -743168.812500 Penalty: 4343.470703
	Iteration 30Q: 3 clusters Score -743168.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -743173.687500 Penalty: 4343.470703
	Iteration 31Q: 3 clusters Score -743173.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -743177.625000 Penalty: 4343.470703
	Iteration 32Q: 3 clusters Score -743177.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -743179.875000 Penalty: 4343.470703
	Iteration 33Q: 3 clusters Score -743179.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -743183.375000 Penalty: 4343.470703
	Iteration 34Q: 3 clusters Score -743183.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -743185.437500 Penalty: 4343.470703
	Iteration 35Q: 3 clusters Score -743185.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -743188.250000 Penalty: 4343.470703
	Iteration 36Q: 3 clusters Score -743188.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -743191.250000 Penalty: 4343.470703
	Iteration 37Q: 3 clusters Score -743191.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -743193.062500 Penalty: 4343.470703
	Iteration 38Q: 3 clusters Score -743193.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -743194.250000 Penalty: 4343.470703
	Iteration 39Q: 3 clusters Score -743194.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -743195.937500 Penalty: 4343.470703
	Iteration 40F: 3 clusters Score -743195.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -743199.000000 Penalty: 4343.470703
	Iteration 41Q: 3 clusters Score -743199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -743198.812500 Penalty: 4343.470703
	Iteration 42Q: 3 clusters Score -743198.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -743200.875000 Penalty: 4343.470703
	Iteration 43Q: 3 clusters Score -743200.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -743204.187500 Penalty: 4343.470703
	Iteration 44Q: 3 clusters Score -743204.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -743203.125000 Penalty: 4343.470703
	Iteration 45Q: 3 clusters Score -743203.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -743205.312500 Penalty: 4343.470703
	Iteration 46Q: 3 clusters Score -743205.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -743205.312500 Penalty: 4343.470703
	Iteration 47F: 3 clusters Score -743205.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68857 members 
Entering Unmasked Estep 
Score: -8440566.000000 Penalty: 2762.666992
	Iteration 0F: 2 clusters Score -8440566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -8394272.000000 Penalty: 5525.333984
	Iteration 0F: 3 clusters Score -8394272 nChanged 32241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -8412447.000000 Penalty: 5525.333984
	Iteration 1F: 3 clusters Score -8412447 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -8413007.000000 Penalty: 5525.333984
	Iteration 2Q: 3 clusters Score -8413007 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -8413591.000000 Penalty: 5525.333984
	Iteration 3Q: 3 clusters Score -8413591 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -8414479.000000 Penalty: 5525.333984
	Iteration 4Q: 3 clusters Score -8414479 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -8415656.000000 Penalty: 5525.333984
	Iteration 5Q: 3 clusters Score -8415656 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -8417378.000000 Penalty: 5525.333984
	Iteration 6F: 3 clusters Score -8417378 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -8419364.000000 Penalty: 5525.333984
	Iteration 7F: 3 clusters Score -8419364 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -8421318.000000 Penalty: 5525.333984
	Iteration 8F: 3 clusters Score -8421318 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -8422994.000000 Penalty: 5525.333984
	Iteration 9F: 3 clusters Score -8422994 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -8424361.000000 Penalty: 5525.333984
	Iteration 10Q: 3 clusters Score -8424361 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -8425658.000000 Penalty: 5525.333984
	Iteration 11Q: 3 clusters Score -8425658 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51862 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -8426882.000000 Penalty: 5525.333984
	Iteration 12Q: 3 clusters Score -8426882 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -8428226.000000 Penalty: 5525.333984
	Iteration 13Q: 3 clusters Score -8428226 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57030 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -8429983.000000 Penalty: 5525.333984
	Iteration 14Q: 3 clusters Score -8429983 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59617 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -8431829.000000 Penalty: 5525.333984
	Iteration 15Q: 3 clusters Score -8431829 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61943 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -8433608.000000 Penalty: 5525.333984
	Iteration 16Q: 3 clusters Score -8433608 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63813 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -8435034.000000 Penalty: 5525.333984
	Iteration 17Q: 3 clusters Score -8435034 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65156 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -8436115.000000 Penalty: 5525.333984
	Iteration 18Q: 3 clusters Score -8436115 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66078 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -8436804.000000 Penalty: 5525.333984
	Iteration 19Q: 3 clusters Score -8436804 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66692 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -8437249.000000 Penalty: 5525.333984
	Iteration 20F: 3 clusters Score -8437249 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67078 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8437541.000000 Penalty: 5525.333984
	Iteration 21Q: 3 clusters Score -8437541 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67344 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -8437738.000000 Penalty: 5525.333984
	Iteration 22Q: 3 clusters Score -8437738 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67526 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8437860.000000 Penalty: 5525.333984
	Iteration 23Q: 3 clusters Score -8437860 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67661 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -8437922.000000 Penalty: 5525.333984
	Iteration 24Q: 3 clusters Score -8437922 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8437996.000000 Penalty: 5525.333984
	Iteration 25Q: 3 clusters Score -8437996 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67845 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8438037.000000 Penalty: 5525.333984
	Iteration 26Q: 3 clusters Score -8438037 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67905 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8438077.000000 Penalty: 5525.333984
	Iteration 27Q: 3 clusters Score -8438077 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67948 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -8438104.000000 Penalty: 5525.333984
	Iteration 28Q: 3 clusters Score -8438104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67982 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8438114.000000 Penalty: 5525.333984
	Iteration 29Q: 3 clusters Score -8438114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68012 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8438136.000000 Penalty: 5525.333984
	Iteration 30Q: 3 clusters Score -8438136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68040 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8438152.000000 Penalty: 5525.333984
	Iteration 31Q: 3 clusters Score -8438152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68067 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8438160.000000 Penalty: 5525.333984
	Iteration 32Q: 3 clusters Score -8438160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68089 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8438170.000000 Penalty: 5525.333984
	Iteration 33Q: 3 clusters Score -8438170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68105 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8438181.000000 Penalty: 5525.333984
	Iteration 34Q: 3 clusters Score -8438181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68109 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8438184.000000 Penalty: 5525.333984
	Iteration 35Q: 3 clusters Score -8438184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68119 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8438192.000000 Penalty: 5525.333984
	Iteration 36Q: 3 clusters Score -8438192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68126 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8438194.000000 Penalty: 5525.333984
	Iteration 37Q: 3 clusters Score -8438194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68133 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8438193.000000 Penalty: 5525.333984
	Iteration 38Q: 3 clusters Score -8438193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68138 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8438192.000000 Penalty: 5525.333984
	Iteration 39Q: 3 clusters Score -8438192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68141 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8438195.000000 Penalty: 5525.333984
	Iteration 40F: 3 clusters Score -8438195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68142 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8438196.000000 Penalty: 5525.333984
	Iteration 41Q: 3 clusters Score -8438196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68145 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8438195.000000 Penalty: 5525.333984
	Iteration 42Q: 3 clusters Score -8438195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68150 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8438194.000000 Penalty: 5525.333984
	Iteration 43Q: 3 clusters Score -8438194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68156 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8438190.000000 Penalty: 5525.333984
	Iteration 44Q: 3 clusters Score -8438190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8438194.000000 Penalty: 5525.333984
	Iteration 45Q: 3 clusters Score -8438194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68160 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8438193.000000 Penalty: 5525.333984
	Iteration 46Q: 3 clusters Score -8438193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68160 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8438193.000000 Penalty: 5525.333984
	Iteration 47F: 3 clusters Score -8438193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Entering Unmasked Estep 
Score: -1946283.125000 Penalty: 2400.446045
	Iteration 0F: 2 clusters Score -1946283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1934745.875000 Penalty: 4800.892090
	Iteration 0F: 3 clusters Score -1934746 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1938725.625000 Penalty: 4800.892090
	Iteration 1F: 3 clusters Score -1938726 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1939656.000000 Penalty: 4800.892090
	Iteration 2F: 3 clusters Score -1939656 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1940729.375000 Penalty: 4800.892090
	Iteration 3F: 3 clusters Score -1940729 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1941652.875000 Penalty: 4800.892090
	Iteration 4F: 3 clusters Score -1941653 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1942367.875000 Penalty: 4800.892090
	Iteration 5F: 3 clusters Score -1942368 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1942941.875000 Penalty: 4800.892090
	Iteration 6F: 3 clusters Score -1942942 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1943439.625000 Penalty: 4800.892090
	Iteration 7Q: 3 clusters Score -1943440 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1943858.125000 Penalty: 4800.892090
	Iteration 8Q: 3 clusters Score -1943858 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1944197.000000 Penalty: 4800.892090
	Iteration 9Q: 3 clusters Score -1944197 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1944436.750000 Penalty: 4800.892090
	Iteration 10Q: 3 clusters Score -1944437 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1944623.625000 Penalty: 4800.892090
	Iteration 11Q: 3 clusters Score -1944624 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1944754.875000 Penalty: 4800.892090
	Iteration 12Q: 3 clusters Score -1944755 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1944859.125000 Penalty: 4800.892090
	Iteration 13Q: 3 clusters Score -1944859 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1944958.250000 Penalty: 4800.892090
	Iteration 14Q: 3 clusters Score -1944958 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1945025.250000 Penalty: 4800.892090
	Iteration 15Q: 3 clusters Score -1945025 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1945095.125000 Penalty: 4800.892090
	Iteration 16Q: 3 clusters Score -1945095 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1945147.750000 Penalty: 4800.892090
	Iteration 17Q: 3 clusters Score -1945148 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1945182.750000 Penalty: 4800.892090
	Iteration 18Q: 3 clusters Score -1945183 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1945207.000000 Penalty: 4800.892090
	Iteration 19Q: 3 clusters Score -1945207 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1945227.875000 Penalty: 4800.892090
	Iteration 20F: 3 clusters Score -1945228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1945233.875000 Penalty: 4800.892090
	Iteration 21Q: 3 clusters Score -1945234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1945243.000000 Penalty: 4800.892090
	Iteration 22Q: 3 clusters Score -1945243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1945246.875000 Penalty: 4800.892090
	Iteration 23Q: 3 clusters Score -1945247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1945258.250000 Penalty: 4800.892090
	Iteration 24Q: 3 clusters Score -1945258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1945269.625000 Penalty: 4800.892090
	Iteration 25Q: 3 clusters Score -1945270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1945272.125000 Penalty: 4800.892090
	Iteration 26Q: 3 clusters Score -1945272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1945272.500000 Penalty: 4800.892090
	Iteration 27Q: 3 clusters Score -1945272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1945275.750000 Penalty: 4800.892090
	Iteration 28Q: 3 clusters Score -1945276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1945274.500000 Penalty: 4800.892090
	Iteration 29Q: 3 clusters Score -1945274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1945280.625000 Penalty: 4800.892090
	Iteration 30Q: 3 clusters Score -1945281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1945284.750000 Penalty: 4800.892090
	Iteration 31Q: 3 clusters Score -1945285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1945285.750000 Penalty: 4800.892090
	Iteration 32Q: 3 clusters Score -1945286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1945287.875000 Penalty: 4800.892090
	Iteration 33Q: 3 clusters Score -1945288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1945287.500000 Penalty: 4800.892090
	Iteration 34Q: 3 clusters Score -1945288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1945286.500000 Penalty: 4800.892090
	Iteration 35Q: 3 clusters Score -1945286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1945289.875000 Penalty: 4800.892090
	Iteration 36Q: 3 clusters Score -1945290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -1945290.000000 Penalty: 4800.892090
	Iteration 37Q: 3 clusters Score -1945290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1945291.500000 Penalty: 4800.892090
	Iteration 38Q: 3 clusters Score -1945292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1945290.375000 Penalty: 4800.892090
	Iteration 39Q: 3 clusters Score -1945290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1945290.375000 Penalty: 4800.892090
	Iteration 40F: 3 clusters Score -1945290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -13939.371094 Penalty: 1212.806519
	Iteration 0F: 2 clusters Score -13939.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -12960.795898 Penalty: 2425.613037
	Iteration 0F: 3 clusters Score -12960.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -12966.684570 Penalty: 2425.613037
	Iteration 1Q: 3 clusters Score -12966.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -12966.684570 Penalty: 2425.613037
	Iteration 2F: 3 clusters Score -12966.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Entering Unmasked Estep 
Score: -868246.562500 Penalty: 2202.488525
	Iteration 0F: 2 clusters Score -868246.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -862390.687500 Penalty: 4404.977051
	Iteration 0F: 3 clusters Score -862390.7 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -864007.687500 Penalty: 4404.977051
	Iteration 1F: 3 clusters Score -864007.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -864292.875000 Penalty: 4404.977051
	Iteration 2F: 3 clusters Score -864292.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -864548.750000 Penalty: 4404.977051
	Iteration 3F: 3 clusters Score -864548.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -864764.250000 Penalty: 4404.977051
	Iteration 4Q: 3 clusters Score -864764.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -865004.937500 Penalty: 4404.977051
	Iteration 5Q: 3 clusters Score -865004.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -865268.000000 Penalty: 4404.977051
	Iteration 6Q: 3 clusters Score -865268 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -865503.437500 Penalty: 4404.977051
	Iteration 7Q: 3 clusters Score -865503.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -865683.687500 Penalty: 4404.977051
	Iteration 8Q: 3 clusters Score -865683.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -865845.250000 Penalty: 4404.977051
	Iteration 9Q: 3 clusters Score -865845.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -865993.687500 Penalty: 4404.977051
	Iteration 10Q: 3 clusters Score -865993.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -866157.812500 Penalty: 4404.977051
	Iteration 11Q: 3 clusters Score -866157.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -866320.312500 Penalty: 4404.977051
	Iteration 12Q: 3 clusters Score -866320.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -866416.375000 Penalty: 4404.977051
	Iteration 13Q: 3 clusters Score -866416.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -866472.937500 Penalty: 4404.977051
	Iteration 14Q: 3 clusters Score -866472.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -866524.187500 Penalty: 4404.977051
	Iteration 15Q: 3 clusters Score -866524.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -866569.062500 Penalty: 4404.977051
	Iteration 16Q: 3 clusters Score -866569.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -866600.750000 Penalty: 4404.977051
	Iteration 17Q: 3 clusters Score -866600.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -866625.687500 Penalty: 4404.977051
	Iteration 18Q: 3 clusters Score -866625.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -866642.562500 Penalty: 4404.977051
	Iteration 19Q: 3 clusters Score -866642.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -866650.687500 Penalty: 4404.977051
	Iteration 20F: 3 clusters Score -866650.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -866660.312500 Penalty: 4404.977051
	Iteration 21Q: 3 clusters Score -866660.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -866663.312500 Penalty: 4404.977051
	Iteration 22Q: 3 clusters Score -866663.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -866672.812500 Penalty: 4404.977051
	Iteration 23Q: 3 clusters Score -866672.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -866676.937500 Penalty: 4404.977051
	Iteration 24Q: 3 clusters Score -866676.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -866682.062500 Penalty: 4404.977051
	Iteration 25Q: 3 clusters Score -866682.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -866689.250000 Penalty: 4404.977051
	Iteration 26Q: 3 clusters Score -866689.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -866693.812500 Penalty: 4404.977051
	Iteration 27Q: 3 clusters Score -866693.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -866694.812500 Penalty: 4404.977051
	Iteration 28Q: 3 clusters Score -866694.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -866697.062500 Penalty: 4404.977051
	Iteration 29Q: 3 clusters Score -866697.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -866698.312500 Penalty: 4404.977051
	Iteration 30Q: 3 clusters Score -866698.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -866696.812500 Penalty: 4404.977051
	Iteration 31Q: 3 clusters Score -866696.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -866698.812500 Penalty: 4404.977051
	Iteration 32Q: 3 clusters Score -866698.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -866698.437500 Penalty: 4404.977051
	Iteration 33Q: 3 clusters Score -866698.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -866700.125000 Penalty: 4404.977051
	Iteration 34Q: 3 clusters Score -866700.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -866699.625000 Penalty: 4404.977051
	Iteration 35Q: 3 clusters Score -866699.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -866699.625000 Penalty: 4404.977051
	Iteration 36F: 3 clusters Score -866699.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Entering Unmasked Estep 
Score: -3988169.000000 Penalty: 2574.863281
	Iteration 0F: 2 clusters Score -3988169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -3966084.500000 Penalty: 5149.726562
	Iteration 0F: 3 clusters Score -3966084 nChanged 14715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -3973980.500000 Penalty: 5149.726562
	Iteration 1F: 3 clusters Score -3973980 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -3974484.000000 Penalty: 5149.726562
	Iteration 2Q: 3 clusters Score -3974484 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -3975007.250000 Penalty: 5149.726562
	Iteration 3Q: 3 clusters Score -3975007 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -3975742.500000 Penalty: 5149.726562
	Iteration 4Q: 3 clusters Score -3975742 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -3976721.000000 Penalty: 5149.726562
	Iteration 5Q: 3 clusters Score -3976721 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -3977879.750000 Penalty: 5149.726562
	Iteration 6F: 3 clusters Score -3977880 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -3979087.000000 Penalty: 5149.726562
	Iteration 7F: 3 clusters Score -3979087 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -3980292.500000 Penalty: 5149.726562
	Iteration 8F: 3 clusters Score -3980292 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -3981330.750000 Penalty: 5149.726562
	Iteration 9F: 3 clusters Score -3981331 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -3982128.500000 Penalty: 5149.726562
	Iteration 10Q: 3 clusters Score -3982128 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -3982687.750000 Penalty: 5149.726562
	Iteration 11Q: 3 clusters Score -3982688 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3983103.750000 Penalty: 5149.726562
	Iteration 12Q: 3 clusters Score -3983104 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -3983399.750000 Penalty: 5149.726562
	Iteration 13Q: 3 clusters Score -3983400 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -3983608.500000 Penalty: 5149.726562
	Iteration 14Q: 3 clusters Score -3983608 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -3983741.250000 Penalty: 5149.726562
	Iteration 15Q: 3 clusters Score -3983741 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -3983850.500000 Penalty: 5149.726562
	Iteration 16Q: 3 clusters Score -3983850 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -3983936.250000 Penalty: 5149.726562
	Iteration 17Q: 3 clusters Score -3983936 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -3984001.250000 Penalty: 5149.726562
	Iteration 18Q: 3 clusters Score -3984001 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -3984077.250000 Penalty: 5149.726562
	Iteration 19Q: 3 clusters Score -3984077 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -3984101.250000 Penalty: 5149.726562
	Iteration 20F: 3 clusters Score -3984101 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -3984148.000000 Penalty: 5149.726562
	Iteration 21Q: 3 clusters Score -3984148 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -3984192.750000 Penalty: 5149.726562
	Iteration 22Q: 3 clusters Score -3984193 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -3984235.250000 Penalty: 5149.726562
	Iteration 23Q: 3 clusters Score -3984235 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -3984259.000000 Penalty: 5149.726562
	Iteration 24Q: 3 clusters Score -3984259 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -3984309.750000 Penalty: 5149.726562
	Iteration 25Q: 3 clusters Score -3984310 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -3984321.500000 Penalty: 5149.726562
	Iteration 26Q: 3 clusters Score -3984322 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -3984355.500000 Penalty: 5149.726562
	Iteration 27Q: 3 clusters Score -3984356 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -3984394.750000 Penalty: 5149.726562
	Iteration 28Q: 3 clusters Score -3984395 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -3984448.250000 Penalty: 5149.726562
	Iteration 29Q: 3 clusters Score -3984448 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -3984479.500000 Penalty: 5149.726562
	Iteration 30Q: 3 clusters Score -3984480 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -3984510.750000 Penalty: 5149.726562
	Iteration 31Q: 3 clusters Score -3984511 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -3984559.000000 Penalty: 5149.726562
	Iteration 32Q: 3 clusters Score -3984559 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -3984600.500000 Penalty: 5149.726562
	Iteration 33Q: 3 clusters Score -3984600 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -3984660.750000 Penalty: 5149.726562
	Iteration 34Q: 3 clusters Score -3984661 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -3984706.500000 Penalty: 5149.726562
	Iteration 35Q: 3 clusters Score -3984706 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -3984764.500000 Penalty: 5149.726562
	Iteration 36Q: 3 clusters Score -3984764 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -3984817.250000 Penalty: 5149.726562
	Iteration 37Q: 3 clusters Score -3984817 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -3984877.250000 Penalty: 5149.726562
	Iteration 38Q: 3 clusters Score -3984877 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -3984933.250000 Penalty: 5149.726562
	Iteration 39Q: 3 clusters Score -3984933 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -3984997.500000 Penalty: 5149.726562
	Iteration 40F: 3 clusters Score -3984998 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -3985058.250000 Penalty: 5149.726562
	Iteration 41Q: 3 clusters Score -3985058 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -3985122.250000 Penalty: 5149.726562
	Iteration 42Q: 3 clusters Score -3985122 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -3985180.750000 Penalty: 5149.726562
	Iteration 43Q: 3 clusters Score -3985181 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -3985239.250000 Penalty: 5149.726562
	Iteration 44Q: 3 clusters Score -3985239 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -3985310.250000 Penalty: 5149.726562
	Iteration 45Q: 3 clusters Score -3985310 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -3985356.250000 Penalty: 5149.726562
	Iteration 46Q: 3 clusters Score -3985356 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -3985415.750000 Penalty: 5149.726562
	Iteration 47Q: 3 clusters Score -3985416 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -3985474.250000 Penalty: 5149.726562
	Iteration 48Q: 3 clusters Score -3985474 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -3985531.750000 Penalty: 5149.726562
	Iteration 49Q: 3 clusters Score -3985532 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -3985586.500000 Penalty: 5149.726562
	Iteration 50Q: 3 clusters Score -3985586 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -3985638.000000 Penalty: 5149.726562
	Iteration 51Q: 3 clusters Score -3985638 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -3985677.750000 Penalty: 5149.726562
	Iteration 52Q: 3 clusters Score -3985678 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -3985719.750000 Penalty: 5149.726562
	Iteration 53Q: 3 clusters Score -3985720 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -3985757.500000 Penalty: 5149.726562
	Iteration 54Q: 3 clusters Score -3985758 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -3985797.250000 Penalty: 5149.726562
	Iteration 55Q: 3 clusters Score -3985797 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -3985827.500000 Penalty: 5149.726562
	Iteration 56Q: 3 clusters Score -3985828 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -3985847.750000 Penalty: 5149.726562
	Iteration 57Q: 3 clusters Score -3985848 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -3985873.750000 Penalty: 5149.726562
	Iteration 58Q: 3 clusters Score -3985874 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -3985888.750000 Penalty: 5149.726562
	Iteration 59Q: 3 clusters Score -3985889 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -3985906.000000 Penalty: 5149.726562
	Iteration 60F: 3 clusters Score -3985906 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -3985939.750000 Penalty: 5149.726562
	Iteration 61Q: 3 clusters Score -3985940 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -3985955.750000 Penalty: 5149.726562
	Iteration 62Q: 3 clusters Score -3985956 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -3985970.000000 Penalty: 5149.726562
	Iteration 63Q: 3 clusters Score -3985970 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -3985982.250000 Penalty: 5149.726562
	Iteration 64Q: 3 clusters Score -3985982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -3985990.500000 Penalty: 5149.726562
	Iteration 65Q: 3 clusters Score -3985990 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -3985997.500000 Penalty: 5149.726562
	Iteration 66Q: 3 clusters Score -3985998 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -3986013.250000 Penalty: 5149.726562
	Iteration 67Q: 3 clusters Score -3986013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -3986022.750000 Penalty: 5149.726562
	Iteration 68Q: 3 clusters Score -3986023 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -3986027.000000 Penalty: 5149.726562
	Iteration 69Q: 3 clusters Score -3986027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -3986022.000000 Penalty: 5149.726562
	Iteration 70Q: 3 clusters Score -3986022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -3986027.500000 Penalty: 5149.726562
	Iteration 71Q: 3 clusters Score -3986028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -3986030.500000 Penalty: 5149.726562
	Iteration 72Q: 3 clusters Score -3986030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -3986045.750000 Penalty: 5149.726562
	Iteration 73Q: 3 clusters Score -3986046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -3986048.250000 Penalty: 5149.726562
	Iteration 74Q: 3 clusters Score -3986048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -3986046.750000 Penalty: 5149.726562
	Iteration 75Q: 3 clusters Score -3986047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -3986048.500000 Penalty: 5149.726562
	Iteration 76Q: 3 clusters Score -3986048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -3986052.750000 Penalty: 5149.726562
	Iteration 77Q: 3 clusters Score -3986053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -3986051.250000 Penalty: 5149.726562
	Iteration 78Q: 3 clusters Score -3986051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -3986049.750000 Penalty: 5149.726562
	Iteration 79Q: 3 clusters Score -3986050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -3986053.750000 Penalty: 5149.726562
	Iteration 80F: 3 clusters Score -3986054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -3986058.500000 Penalty: 5149.726562
	Iteration 81Q: 3 clusters Score -3986058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -3986059.750000 Penalty: 5149.726562
	Iteration 82Q: 3 clusters Score -3986060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -3986067.250000 Penalty: 5149.726562
	Iteration 83Q: 3 clusters Score -3986067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -3986068.250000 Penalty: 5149.726562
	Iteration 84Q: 3 clusters Score -3986068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -3986075.500000 Penalty: 5149.726562
	Iteration 85Q: 3 clusters Score -3986076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -3986076.750000 Penalty: 5149.726562
	Iteration 86Q: 3 clusters Score -3986077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -3986073.000000 Penalty: 5149.726562
	Iteration 87Q: 3 clusters Score -3986073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -3986076.750000 Penalty: 5149.726562
	Iteration 88Q: 3 clusters Score -3986077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -3986079.000000 Penalty: 5149.726562
	Iteration 89Q: 3 clusters Score -3986079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -3986084.500000 Penalty: 5149.726562
	Iteration 90Q: 3 clusters Score -3986084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -3986086.500000 Penalty: 5149.726562
	Iteration 91Q: 3 clusters Score -3986086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -3986094.750000 Penalty: 5149.726562
	Iteration 92Q: 3 clusters Score -3986095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -3986096.750000 Penalty: 5149.726562
	Iteration 93Q: 3 clusters Score -3986097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -3986093.500000 Penalty: 5149.726562
	Iteration 94Q: 3 clusters Score -3986094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -3986092.000000 Penalty: 5149.726562
	Iteration 95Q: 3 clusters Score -3986092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -3986094.500000 Penalty: 5149.726562
	Iteration 96Q: 3 clusters Score -3986094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -3986100.000000 Penalty: 5149.726562
	Iteration 97Q: 3 clusters Score -3986100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -3986099.000000 Penalty: 5149.726562
	Iteration 98Q: 3 clusters Score -3986099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -3986095.750000 Penalty: 5149.726562
	Iteration 99Q: 3 clusters Score -3986096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -3986098.500000 Penalty: 5149.726562
	Iteration 100F: 3 clusters Score -3986098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -3986097.250000 Penalty: 5149.726562
	Iteration 101Q: 3 clusters Score -3986097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -3986096.000000 Penalty: 5149.726562
	Iteration 102Q: 3 clusters Score -3986096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -3986098.500000 Penalty: 5149.726562
	Iteration 103Q: 3 clusters Score -3986098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -3986094.750000 Penalty: 5149.726562
	Iteration 104Q: 3 clusters Score -3986095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -3986102.250000 Penalty: 5149.726562
	Iteration 105Q: 3 clusters Score -3986102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -3986100.750000 Penalty: 5149.726562
	Iteration 106Q: 3 clusters Score -3986101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -3986106.000000 Penalty: 5149.726562
	Iteration 107Q: 3 clusters Score -3986106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -3986106.500000 Penalty: 5149.726562
	Iteration 108Q: 3 clusters Score -3986106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -3986100.000000 Penalty: 5149.726562
	Iteration 109Q: 3 clusters Score -3986100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -3986108.000000 Penalty: 5149.726562
	Iteration 110Q: 3 clusters Score -3986108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -3986104.500000 Penalty: 5149.726562
	Iteration 111Q: 3 clusters Score -3986104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -3986105.500000 Penalty: 5149.726562
	Iteration 112Q: 3 clusters Score -3986106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -3986109.250000 Penalty: 5149.726562
	Iteration 113Q: 3 clusters Score -3986109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -3986108.000000 Penalty: 5149.726562
	Iteration 114Q: 3 clusters Score -3986108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -3986105.750000 Penalty: 5149.726562
	Iteration 115Q: 3 clusters Score -3986106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -3986107.500000 Penalty: 5149.726562
	Iteration 116Q: 3 clusters Score -3986108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -3986105.250000 Penalty: 5149.726562
	Iteration 117Q: 3 clusters Score -3986105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -3986103.000000 Penalty: 5149.726562
	Iteration 118Q: 3 clusters Score -3986103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -3986103.000000 Penalty: 5149.726562
	Iteration 119F: 3 clusters Score -3986103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (57230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57230 members 
Entering Unmasked Estep 
Score: -6848321.500000 Penalty: 2716.798828
	Iteration 0F: 2 clusters Score -6848322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -6809968.500000 Penalty: 5433.597656
	Iteration 0F: 3 clusters Score -6809968 nChanged 26559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -6824447.500000 Penalty: 5433.597656
	Iteration 1F: 3 clusters Score -6824448 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -6825055.500000 Penalty: 5433.597656
	Iteration 2Q: 3 clusters Score -6825056 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -6825744.000000 Penalty: 5433.597656
	Iteration 3Q: 3 clusters Score -6825744 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -6826582.500000 Penalty: 5433.597656
	Iteration 4Q: 3 clusters Score -6826582 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -6827865.500000 Penalty: 5433.597656
	Iteration 5Q: 3 clusters Score -6827866 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -6830024.000000 Penalty: 5433.597656
	Iteration 6F: 3 clusters Score -6830024 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -6833291.000000 Penalty: 5433.597656
	Iteration 7F: 3 clusters Score -6833291 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48051 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -6837552.000000 Penalty: 5433.597656
	Iteration 8F: 3 clusters Score -6837552 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -6841750.500000 Penalty: 5433.597656
	Iteration 9F: 3 clusters Score -6841750 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54879 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -6844274.500000 Penalty: 5433.597656
	Iteration 10Q: 3 clusters Score -6844274 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56059 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6845547.500000 Penalty: 5433.597656
	Iteration 11Q: 3 clusters Score -6845548 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6846312.000000 Penalty: 5433.597656
	Iteration 12Q: 3 clusters Score -6846312 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56555 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6846903.000000 Penalty: 5433.597656
	Iteration 13Q: 3 clusters Score -6846903 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6847303.500000 Penalty: 5433.597656
	Iteration 14Q: 3 clusters Score -6847304 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56527 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6847505.000000 Penalty: 5433.597656
	Iteration 15Q: 3 clusters Score -6847505 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56514 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6847599.000000 Penalty: 5433.597656
	Iteration 16Q: 3 clusters Score -6847599 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56508 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6847629.000000 Penalty: 5433.597656
	Iteration 17Q: 3 clusters Score -6847629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6847645.500000 Penalty: 5433.597656
	Iteration 18Q: 3 clusters Score -6847646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56500 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6847654.000000 Penalty: 5433.597656
	Iteration 19Q: 3 clusters Score -6847654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6847658.000000 Penalty: 5433.597656
	Iteration 20F: 3 clusters Score -6847658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6847659.500000 Penalty: 5433.597656
	Iteration 21Q: 3 clusters Score -6847660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56500 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6847661.000000 Penalty: 5433.597656
	Iteration 22Q: 3 clusters Score -6847661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6847660.000000 Penalty: 5433.597656
	Iteration 23Q: 3 clusters Score -6847660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6847660.000000 Penalty: 5433.597656
	Iteration 24F: 3 clusters Score -6847660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -15411.623047 Penalty: 1273.677979
	Iteration 0F: 2 clusters Score -15411.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14403.699219 Penalty: 2547.355957
	Iteration 0F: 3 clusters Score -14403.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14470.335938 Penalty: 2547.355957
	Iteration 1F: 3 clusters Score -14470.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14522.949219 Penalty: 2547.355957
	Iteration 2Q: 3 clusters Score -14522.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14585.819336 Penalty: 2547.355957
	Iteration 3Q: 3 clusters Score -14585.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14614.389648 Penalty: 2547.355957
	Iteration 4Q: 3 clusters Score -14614.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14639.615234 Penalty: 2547.355957
	Iteration 5Q: 3 clusters Score -14639.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14639.615234 Penalty: 2547.355957
	Iteration 6F: 3 clusters Score -14639.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Entering Unmasked Estep 
Score: -1367993.375000 Penalty: 2308.858887
	Iteration 0F: 2 clusters Score -1367993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1359679.000000 Penalty: 4617.717773
	Iteration 0F: 3 clusters Score -1359679 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1362055.500000 Penalty: 4617.717773
	Iteration 1F: 3 clusters Score -1362056 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1362386.875000 Penalty: 4617.717773
	Iteration 2F: 3 clusters Score -1362387 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1362687.250000 Penalty: 4617.717773
	Iteration 3F: 3 clusters Score -1362687 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1362935.500000 Penalty: 4617.717773
	Iteration 4Q: 3 clusters Score -1362936 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1363142.875000 Penalty: 4617.717773
	Iteration 5Q: 3 clusters Score -1363143 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1363347.875000 Penalty: 4617.717773
	Iteration 6Q: 3 clusters Score -1363348 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1363570.500000 Penalty: 4617.717773
	Iteration 7Q: 3 clusters Score -1363570 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1363839.750000 Penalty: 4617.717773
	Iteration 8Q: 3 clusters Score -1363840 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1364155.375000 Penalty: 4617.717773
	Iteration 9Q: 3 clusters Score -1364155 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1364462.125000 Penalty: 4617.717773
	Iteration 10Q: 3 clusters Score -1364462 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1364748.250000 Penalty: 4617.717773
	Iteration 11Q: 3 clusters Score -1364748 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1364937.750000 Penalty: 4617.717773
	Iteration 12Q: 3 clusters Score -1364938 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1365064.125000 Penalty: 4617.717773
	Iteration 13Q: 3 clusters Score -1365064 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1365131.375000 Penalty: 4617.717773
	Iteration 14Q: 3 clusters Score -1365131 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1365172.750000 Penalty: 4617.717773
	Iteration 15Q: 3 clusters Score -1365173 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1365202.875000 Penalty: 4617.717773
	Iteration 16Q: 3 clusters Score -1365203 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1365231.500000 Penalty: 4617.717773
	Iteration 17Q: 3 clusters Score -1365232 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1365254.375000 Penalty: 4617.717773
	Iteration 18Q: 3 clusters Score -1365254 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1365262.500000 Penalty: 4617.717773
	Iteration 19Q: 3 clusters Score -1365262 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1365275.500000 Penalty: 4617.717773
	Iteration 20F: 3 clusters Score -1365276 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1365291.500000 Penalty: 4617.717773
	Iteration 21Q: 3 clusters Score -1365292 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1365308.250000 Penalty: 4617.717773
	Iteration 22Q: 3 clusters Score -1365308 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1365327.500000 Penalty: 4617.717773
	Iteration 23Q: 3 clusters Score -1365328 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1365344.375000 Penalty: 4617.717773
	Iteration 24Q: 3 clusters Score -1365344 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1365355.375000 Penalty: 4617.717773
	Iteration 25Q: 3 clusters Score -1365355 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1365371.750000 Penalty: 4617.717773
	Iteration 26Q: 3 clusters Score -1365372 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1365384.750000 Penalty: 4617.717773
	Iteration 27Q: 3 clusters Score -1365385 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1365404.500000 Penalty: 4617.717773
	Iteration 28Q: 3 clusters Score -1365404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1365417.125000 Penalty: 4617.717773
	Iteration 29Q: 3 clusters Score -1365417 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1365433.750000 Penalty: 4617.717773
	Iteration 30Q: 3 clusters Score -1365434 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1365456.625000 Penalty: 4617.717773
	Iteration 31Q: 3 clusters Score -1365457 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1365478.875000 Penalty: 4617.717773
	Iteration 32Q: 3 clusters Score -1365479 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1365498.250000 Penalty: 4617.717773
	Iteration 33Q: 3 clusters Score -1365498 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1365514.750000 Penalty: 4617.717773
	Iteration 34Q: 3 clusters Score -1365515 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1365532.500000 Penalty: 4617.717773
	Iteration 35Q: 3 clusters Score -1365532 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1365556.375000 Penalty: 4617.717773
	Iteration 36Q: 3 clusters Score -1365556 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1365565.500000 Penalty: 4617.717773
	Iteration 37Q: 3 clusters Score -1365566 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1365580.000000 Penalty: 4617.717773
	Iteration 38Q: 3 clusters Score -1365580 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1365588.375000 Penalty: 4617.717773
	Iteration 39Q: 3 clusters Score -1365588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1365597.750000 Penalty: 4617.717773
	Iteration 40F: 3 clusters Score -1365598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1365606.625000 Penalty: 4617.717773
	Iteration 41Q: 3 clusters Score -1365607 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1365615.250000 Penalty: 4617.717773
	Iteration 42Q: 3 clusters Score -1365615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1365619.125000 Penalty: 4617.717773
	Iteration 43Q: 3 clusters Score -1365619 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1365623.250000 Penalty: 4617.717773
	Iteration 44Q: 3 clusters Score -1365623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1365631.500000 Penalty: 4617.717773
	Iteration 45Q: 3 clusters Score -1365632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1365632.000000 Penalty: 4617.717773
	Iteration 46Q: 3 clusters Score -1365632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1365634.125000 Penalty: 4617.717773
	Iteration 47Q: 3 clusters Score -1365634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1365640.875000 Penalty: 4617.717773
	Iteration 48Q: 3 clusters Score -1365641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1365641.750000 Penalty: 4617.717773
	Iteration 49Q: 3 clusters Score -1365642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1365647.750000 Penalty: 4617.717773
	Iteration 50Q: 3 clusters Score -1365648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1365651.000000 Penalty: 4617.717773
	Iteration 51Q: 3 clusters Score -1365651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1365656.250000 Penalty: 4617.717773
	Iteration 52Q: 3 clusters Score -1365656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1365657.500000 Penalty: 4617.717773
	Iteration 53Q: 3 clusters Score -1365658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1365663.750000 Penalty: 4617.717773
	Iteration 54Q: 3 clusters Score -1365664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1365667.625000 Penalty: 4617.717773
	Iteration 55Q: 3 clusters Score -1365668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1365671.000000 Penalty: 4617.717773
	Iteration 56Q: 3 clusters Score -1365671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1365677.375000 Penalty: 4617.717773
	Iteration 57Q: 3 clusters Score -1365677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1365677.000000 Penalty: 4617.717773
	Iteration 58Q: 3 clusters Score -1365677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1365680.500000 Penalty: 4617.717773
	Iteration 59Q: 3 clusters Score -1365680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1365682.250000 Penalty: 4617.717773
	Iteration 60F: 3 clusters Score -1365682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1365681.000000 Penalty: 4617.717773
	Iteration 61Q: 3 clusters Score -1365681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1365684.750000 Penalty: 4617.717773
	Iteration 62Q: 3 clusters Score -1365685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1365686.750000 Penalty: 4617.717773
	Iteration 63Q: 3 clusters Score -1365687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1365682.375000 Penalty: 4617.717773
	Iteration 64Q: 3 clusters Score -1365682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1365684.125000 Penalty: 4617.717773
	Iteration 65Q: 3 clusters Score -1365684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1365684.000000 Penalty: 4617.717773
	Iteration 66Q: 3 clusters Score -1365684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1365685.750000 Penalty: 4617.717773
	Iteration 67Q: 3 clusters Score -1365686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1365684.500000 Penalty: 4617.717773
	Iteration 68Q: 3 clusters Score -1365684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1365686.625000 Penalty: 4617.717773
	Iteration 69Q: 3 clusters Score -1365687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1365689.875000 Penalty: 4617.717773
	Iteration 70Q: 3 clusters Score -1365690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1365690.375000 Penalty: 4617.717773
	Iteration 71Q: 3 clusters Score -1365690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1365691.875000 Penalty: 4617.717773
	Iteration 72Q: 3 clusters Score -1365692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1365693.000000 Penalty: 4617.717773
	Iteration 73Q: 3 clusters Score -1365693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1365695.375000 Penalty: 4617.717773
	Iteration 74Q: 3 clusters Score -1365695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1365696.500000 Penalty: 4617.717773
	Iteration 75Q: 3 clusters Score -1365696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1365696.875000 Penalty: 4617.717773
	Iteration 76Q: 3 clusters Score -1365697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1365693.500000 Penalty: 4617.717773
	Iteration 77Q: 3 clusters Score -1365694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1365697.500000 Penalty: 4617.717773
	Iteration 78Q: 3 clusters Score -1365698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1365697.125000 Penalty: 4617.717773
	Iteration 79Q: 3 clusters Score -1365697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1365697.125000 Penalty: 4617.717773
	Iteration 80F: 3 clusters Score -1365697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1365693.625000 Penalty: 4617.717773
	Iteration 81Q: 3 clusters Score -1365694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1365695.875000 Penalty: 4617.717773
	Iteration 82Q: 3 clusters Score -1365696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1365697.500000 Penalty: 4617.717773
	Iteration 83Q: 3 clusters Score -1365698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1365697.875000 Penalty: 4617.717773
	Iteration 84Q: 3 clusters Score -1365698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1365696.750000 Penalty: 4617.717773
	Iteration 85Q: 3 clusters Score -1365697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1365696.250000 Penalty: 4617.717773
	Iteration 86Q: 3 clusters Score -1365696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1365696.250000 Penalty: 4617.717773
	Iteration 87Q: 3 clusters Score -1365696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1365701.250000 Penalty: 4617.717773
	Iteration 88Q: 3 clusters Score -1365701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1365702.375000 Penalty: 4617.717773
	Iteration 89Q: 3 clusters Score -1365702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1365701.250000 Penalty: 4617.717773
	Iteration 90Q: 3 clusters Score -1365701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1365699.500000 Penalty: 4617.717773
	Iteration 91Q: 3 clusters Score -1365700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1365700.750000 Penalty: 4617.717773
	Iteration 92Q: 3 clusters Score -1365701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1365701.625000 Penalty: 4617.717773
	Iteration 93Q: 3 clusters Score -1365702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1365703.250000 Penalty: 4617.717773
	Iteration 94Q: 3 clusters Score -1365703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1365707.375000 Penalty: 4617.717773
	Iteration 95Q: 3 clusters Score -1365707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1365706.125000 Penalty: 4617.717773
	Iteration 96Q: 3 clusters Score -1365706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1365707.875000 Penalty: 4617.717773
	Iteration 97Q: 3 clusters Score -1365708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1365705.125000 Penalty: 4617.717773
	Iteration 98Q: 3 clusters Score -1365705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1365704.750000 Penalty: 4617.717773
	Iteration 99Q: 3 clusters Score -1365705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1365706.125000 Penalty: 4617.717773
	Iteration 100F: 3 clusters Score -1365706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1365708.000000 Penalty: 4617.717773
	Iteration 101Q: 3 clusters Score -1365708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1365706.875000 Penalty: 4617.717773
	Iteration 102Q: 3 clusters Score -1365707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1365705.625000 Penalty: 4617.717773
	Iteration 103Q: 3 clusters Score -1365706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1365709.250000 Penalty: 4617.717773
	Iteration 104Q: 3 clusters Score -1365709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1365707.375000 Penalty: 4617.717773
	Iteration 105Q: 3 clusters Score -1365707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1365707.375000 Penalty: 4617.717773
	Iteration 106F: 3 clusters Score -1365707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Entering Unmasked Estep 
Score: -1103601.375000 Penalty: 2271.025635
	Iteration 0F: 2 clusters Score -1103601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1096300.875000 Penalty: 4542.051270
	Iteration 0F: 3 clusters Score -1096301 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1098388.500000 Penalty: 4542.051270
	Iteration 1F: 3 clusters Score -1098388 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1098720.125000 Penalty: 4542.051270
	Iteration 2F: 3 clusters Score -1098720 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1098965.000000 Penalty: 4542.051270
	Iteration 3F: 3 clusters Score -1098965 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1099158.000000 Penalty: 4542.051270
	Iteration 4Q: 3 clusters Score -1099158 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1099324.125000 Penalty: 4542.051270
	Iteration 5Q: 3 clusters Score -1099324 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1099474.125000 Penalty: 4542.051270
	Iteration 6Q: 3 clusters Score -1099474 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1099608.375000 Penalty: 4542.051270
	Iteration 7Q: 3 clusters Score -1099608 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1099757.000000 Penalty: 4542.051270
	Iteration 8Q: 3 clusters Score -1099757 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1099929.000000 Penalty: 4542.051270
	Iteration 9Q: 3 clusters Score -1099929 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1100115.500000 Penalty: 4542.051270
	Iteration 10Q: 3 clusters Score -1100116 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1100291.750000 Penalty: 4542.051270
	Iteration 11Q: 3 clusters Score -1100292 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1100468.125000 Penalty: 4542.051270
	Iteration 12Q: 3 clusters Score -1100468 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1100645.250000 Penalty: 4542.051270
	Iteration 13Q: 3 clusters Score -1100645 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1100803.000000 Penalty: 4542.051270
	Iteration 14Q: 3 clusters Score -1100803 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1100969.125000 Penalty: 4542.051270
	Iteration 15Q: 3 clusters Score -1100969 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1101123.500000 Penalty: 4542.051270
	Iteration 16Q: 3 clusters Score -1101124 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1101254.875000 Penalty: 4542.051270
	Iteration 17Q: 3 clusters Score -1101255 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1101367.500000 Penalty: 4542.051270
	Iteration 18Q: 3 clusters Score -1101368 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1101457.750000 Penalty: 4542.051270
	Iteration 19Q: 3 clusters Score -1101458 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1101518.125000 Penalty: 4542.051270
	Iteration 20F: 3 clusters Score -1101518 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1101564.500000 Penalty: 4542.051270
	Iteration 21Q: 3 clusters Score -1101564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1101599.625000 Penalty: 4542.051270
	Iteration 22Q: 3 clusters Score -1101600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1101632.375000 Penalty: 4542.051270
	Iteration 23Q: 3 clusters Score -1101632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1101657.875000 Penalty: 4542.051270
	Iteration 24Q: 3 clusters Score -1101658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1101674.750000 Penalty: 4542.051270
	Iteration 25Q: 3 clusters Score -1101675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1101690.625000 Penalty: 4542.051270
	Iteration 26Q: 3 clusters Score -1101691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1101707.375000 Penalty: 4542.051270
	Iteration 27Q: 3 clusters Score -1101707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1101726.500000 Penalty: 4542.051270
	Iteration 28Q: 3 clusters Score -1101726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1101748.875000 Penalty: 4542.051270
	Iteration 29Q: 3 clusters Score -1101749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1101758.000000 Penalty: 4542.051270
	Iteration 30Q: 3 clusters Score -1101758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1101761.750000 Penalty: 4542.051270
	Iteration 31Q: 3 clusters Score -1101762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1101765.500000 Penalty: 4542.051270
	Iteration 32Q: 3 clusters Score -1101766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1101769.750000 Penalty: 4542.051270
	Iteration 33Q: 3 clusters Score -1101770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1101773.250000 Penalty: 4542.051270
	Iteration 34Q: 3 clusters Score -1101773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1101774.125000 Penalty: 4542.051270
	Iteration 35Q: 3 clusters Score -1101774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1101777.250000 Penalty: 4542.051270
	Iteration 36Q: 3 clusters Score -1101777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1101779.375000 Penalty: 4542.051270
	Iteration 37Q: 3 clusters Score -1101779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1101780.750000 Penalty: 4542.051270
	Iteration 38Q: 3 clusters Score -1101781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1101781.375000 Penalty: 4542.051270
	Iteration 39Q: 3 clusters Score -1101781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1101781.375000 Penalty: 4542.051270
	Iteration 40F: 3 clusters Score -1101781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -79209.765625 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -79209.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77504.671875 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -77504.67 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -77721.218750 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -77721.22 nChanged 37
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: -77796.335938 Penalty: 3252.866211
	Iteration 2F: 3 clusters Score -77796.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -77838.937500 Penalty: 3252.866211
	Iteration 3Q: 3 clusters Score -77838.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -77891.382812 Penalty: 3252.866211
	Iteration 4Q: 3 clusters Score -77891.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -77919.054688 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -77919.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -77934.906250 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -77934.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -77944.125000 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -77944.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -77949.906250 Penalty: 3252.866211
	Iteration 8Q: 3 clusters Score -77949.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -77956.539062 Penalty: 3252.866211
	Iteration 9Q: 3 clusters Score -77956.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77967.179688 Penalty: 3252.866211
	Iteration 10Q: 3 clusters Score -77967.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77972.632812 Penalty: 3252.866211
	Iteration 11Q: 3 clusters Score -77972.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -77973.445312 Penalty: 3252.866211
	Iteration 12Q: 3 clusters Score -77973.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -77973.445312 Penalty: 3252.866211
	Iteration 13F: 3 clusters Score -77973.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -87312.296875 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -87312.3 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 386 members 
Entering Unmasked Estep 
Score: -85601.062500 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -85601.06 nChanged 180
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: -85957.265625 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -85957.27 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -86125.429688 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -86125.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -86189.679688 Penalty: 3292.729736
	Iteration 3Q: 3 clusters Score -86189.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -86262.882812 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -86262.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -86300.851562 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -86300.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -86314.523438 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -86314.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -86319.296875 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -86319.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -86319.296875 Penalty: 3292.729736
	Iteration 8F: 3 clusters Score -86319.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -80144.093750 Penalty: 1625.728516
	Iteration 0F: 2 clusters Score -80144.09 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 361 members 
Entering Unmasked Estep 
Score: -78446.210938 Penalty: 3251.457031
	Iteration 0F: 3 clusters Score -78446.21 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -78613.546875 Penalty: 3251.457031
	Iteration 1F: 3 clusters Score -78613.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -78671.203125 Penalty: 3251.457031
	Iteration 2Q: 3 clusters Score -78671.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -78713.273438 Penalty: 3251.457031
	Iteration 3Q: 3 clusters Score -78713.27 nChanged 20
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: -78759.867188 Penalty: 3251.457031
	Iteration 4Q: 3 clusters Score -78759.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -78812.804688 Penalty: 3251.457031
	Iteration 5Q: 3 clusters Score -78812.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -78860.085938 Penalty: 3251.457031
	Iteration 6Q: 3 clusters Score -78860.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -78911.070312 Penalty: 3251.457031
	Iteration 7Q: 3 clusters Score -78911.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -78944.875000 Penalty: 3251.457031
	Iteration 8Q: 3 clusters Score -78944.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -78955.867188 Penalty: 3251.457031
	Iteration 9Q: 3 clusters Score -78955.87 nChanged 5
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: -78969.140625 Penalty: 3251.457031
	Iteration 10Q: 3 clusters Score -78969.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -78979.523438 Penalty: 3251.457031
	Iteration 11Q: 3 clusters Score -78979.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -78999.710938 Penalty: 3251.457031
	Iteration 12Q: 3 clusters Score -78999.71 nChanged 9
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: -79016.234375 Penalty: 3251.457031
	Iteration 13Q: 3 clusters Score -79016.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -79029.828125 Penalty: 3251.457031
	Iteration 14Q: 3 clusters Score -79029.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -79035.695312 Penalty: 3251.457031
	Iteration 15Q: 3 clusters Score -79035.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -79044.523438 Penalty: 3251.457031
	Iteration 16Q: 3 clusters Score -79044.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -79053.546875 Penalty: 3251.457031
	Iteration 17Q: 3 clusters Score -79053.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -79066.765625 Penalty: 3251.457031
	Iteration 18Q: 3 clusters Score -79066.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -79080.570312 Penalty: 3251.457031
	Iteration 19Q: 3 clusters Score -79080.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -79087.906250 Penalty: 3251.457031
	Iteration 20F: 3 clusters Score -79087.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -79100.835938 Penalty: 3251.457031
	Iteration 21Q: 3 clusters Score -79100.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -79110.453125 Penalty: 3251.457031
	Iteration 22Q: 3 clusters Score -79110.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -79120.593750 Penalty: 3251.457031
	Iteration 23Q: 3 clusters Score -79120.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -79125.562500 Penalty: 3251.457031
	Iteration 24Q: 3 clusters Score -79125.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -79131.976562 Penalty: 3251.457031
	Iteration 25Q: 3 clusters Score -79131.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -79137.312500 Penalty: 3251.457031
	Iteration 26Q: 3 clusters Score -79137.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -79139.304688 Penalty: 3251.457031
	Iteration 27Q: 3 clusters Score -79139.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -79139.304688 Penalty: 3251.457031
	Iteration 28F: 3 clusters Score -79139.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -26992.591797 Penalty: 1364.312134
	Iteration 0F: 2 clusters Score -26992.59 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 112 members 
Entering Unmasked Estep 
Score: -25807.833984 Penalty: 2728.624268
	Iteration 0F: 3 clusters Score -25807.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25889.976562 Penalty: 2728.624268
	Iteration 1F: 3 clusters Score -25889.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25943.777344 Penalty: 2728.624268
	Iteration 2Q: 3 clusters Score -25943.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25946.970703 Penalty: 2728.624268
	Iteration 3Q: 3 clusters Score -25946.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25946.970703 Penalty: 2728.624268
	Iteration 4F: 3 clusters Score -25946.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -76701.984375 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -76701.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -74954.953125 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -74954.95 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -75210.007812 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -75210.01 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75269.750000 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -75269.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -75300.617188 Penalty: 3254.972412
	Iteration 3Q: 3 clusters Score -75300.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -75318.976562 Penalty: 3254.972412
	Iteration 4Q: 3 clusters Score -75318.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -75325.320312 Penalty: 3254.972412
	Iteration 5Q: 3 clusters Score -75325.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -75326.054688 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -75326.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -75327.218750 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -75327.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -75327.218750 Penalty: 3254.972412
	Iteration 8F: 3 clusters Score -75327.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Entering Unmasked Estep 
Score: -2472539.250000 Penalty: 2451.711914
	Iteration 0F: 2 clusters Score -2472539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2458612.500000 Penalty: 4903.423828
	Iteration 0F: 3 clusters Score -2458612 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2463331.750000 Penalty: 4903.423828
	Iteration 1F: 3 clusters Score -2463332 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2463752.250000 Penalty: 4903.423828
	Iteration 2F: 3 clusters Score -2463752 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2464139.500000 Penalty: 4903.423828
	Iteration 3Q: 3 clusters Score -2464140 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2464530.750000 Penalty: 4903.423828
	Iteration 4Q: 3 clusters Score -2464531 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2464992.500000 Penalty: 4903.423828
	Iteration 5Q: 3 clusters Score -2464992 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2465558.250000 Penalty: 4903.423828
	Iteration 6F: 3 clusters Score -2465558 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2466261.500000 Penalty: 4903.423828
	Iteration 7F: 3 clusters Score -2466262 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2467078.250000 Penalty: 4903.423828
	Iteration 8F: 3 clusters Score -2467078 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2467945.500000 Penalty: 4903.423828
	Iteration 9F: 3 clusters Score -2467946 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2468677.500000 Penalty: 4903.423828
	Iteration 10Q: 3 clusters Score -2468678 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2469222.500000 Penalty: 4903.423828
	Iteration 11Q: 3 clusters Score -2469222 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2469648.000000 Penalty: 4903.423828
	Iteration 12Q: 3 clusters Score -2469648 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2469962.750000 Penalty: 4903.423828
	Iteration 13Q: 3 clusters Score -2469963 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2470157.750000 Penalty: 4903.423828
	Iteration 14Q: 3 clusters Score -2470158 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2470253.750000 Penalty: 4903.423828
	Iteration 15Q: 3 clusters Score -2470254 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2470337.750000 Penalty: 4903.423828
	Iteration 16Q: 3 clusters Score -2470338 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2470397.750000 Penalty: 4903.423828
	Iteration 17Q: 3 clusters Score -2470398 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2470431.500000 Penalty: 4903.423828
	Iteration 18Q: 3 clusters Score -2470432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2470474.250000 Penalty: 4903.423828
	Iteration 19Q: 3 clusters Score -2470474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2470509.000000 Penalty: 4903.423828
	Iteration 20F: 3 clusters Score -2470509 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2470538.750000 Penalty: 4903.423828
	Iteration 21Q: 3 clusters Score -2470539 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2470564.500000 Penalty: 4903.423828
	Iteration 22Q: 3 clusters Score -2470564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2470569.500000 Penalty: 4903.423828
	Iteration 23Q: 3 clusters Score -2470570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2470578.000000 Penalty: 4903.423828
	Iteration 24Q: 3 clusters Score -2470578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2470580.250000 Penalty: 4903.423828
	Iteration 25Q: 3 clusters Score -2470580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2470580.750000 Penalty: 4903.423828
	Iteration 26Q: 3 clusters Score -2470581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2470585.250000 Penalty: 4903.423828
	Iteration 27Q: 3 clusters Score -2470585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2470591.750000 Penalty: 4903.423828
	Iteration 28Q: 3 clusters Score -2470592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2470593.500000 Penalty: 4903.423828
	Iteration 29Q: 3 clusters Score -2470594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2470592.500000 Penalty: 4903.423828
	Iteration 30Q: 3 clusters Score -2470592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2470598.500000 Penalty: 4903.423828
	Iteration 31Q: 3 clusters Score -2470598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2470600.500000 Penalty: 4903.423828
	Iteration 32Q: 3 clusters Score -2470600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2470601.500000 Penalty: 4903.423828
	Iteration 33Q: 3 clusters Score -2470602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2470600.500000 Penalty: 4903.423828
	Iteration 34Q: 3 clusters Score -2470600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2470604.250000 Penalty: 4903.423828
	Iteration 35Q: 3 clusters Score -2470604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2470601.250000 Penalty: 4903.423828
	Iteration 36Q: 3 clusters Score -2470601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2470602.250000 Penalty: 4903.423828
	Iteration 37Q: 3 clusters Score -2470602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2470602.000000 Penalty: 4903.423828
	Iteration 38Q: 3 clusters Score -2470602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2470604.000000 Penalty: 4903.423828
	Iteration 39Q: 3 clusters Score -2470604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2470606.000000 Penalty: 4903.423828
	Iteration 40F: 3 clusters Score -2470606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2470604.500000 Penalty: 4903.423828
	Iteration 41Q: 3 clusters Score -2470604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2470604.500000 Penalty: 4903.423828
	Iteration 42F: 3 clusters Score -2470604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232394 members 
Mstep: Class 2 contains 11157 members 
Mstep: Class 3 contains 241338 members 
Mstep: Class 4 contains 32182 members 
Mstep: Class 5 contains 7820 members 
Mstep: Class 6 contains 64485 members 
Mstep: Class 7 contains 25947 members 
Mstep: Class 8 contains 31019 members 
Mstep: Class 9 contains 38642 members 
Mstep: Class 10 contains 16540 members 
Mstep: Class 11 contains 22749 members 
Mstep: Class 12 contains 23895 members 
Mstep: Class 13 contains 224640 members 
Mstep: Class 14 contains 128314 members 
Mstep: Class 15 contains 6355 members 
Mstep: Class 16 contains 68857 members 
Mstep: Class 17 contains 15982 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7194 members 
Mstep: Class 20 contains 32290 members 
Mstep: Class 21 contains 57230 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11047 members 
Mstep: Class 24 contains 9484 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 708 members 
Mstep: Class 30 contains 19652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158440368.000000 Penalty: 104923.953125
Iteration 239Q: 31 clusters Score -1.584404e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232392 members 
Mstep: Class 2 contains 11160 members 
Mstep: Class 3 contains 241344 members 
Mstep: Class 4 contains 32181 members 
Mstep: Class 5 contains 7820 members 
Mstep: Class 6 contains 64488 members 
Mstep: Class 7 contains 25945 members 
Mstep: Class 8 contains 31005 members 
Mstep: Class 9 contains 38643 members 
Mstep: Class 10 contains 16544 members 
Mstep: Class 11 contains 22743 members 
Mstep: Class 12 contains 23897 members 
Mstep: Class 13 contains 224622 members 
Mstep: Class 14 contains 128341 members 
Mstep: Class 15 contains 6355 members 
Mstep: Class 16 contains 68845 members 
Mstep: Class 17 contains 15984 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7197 members 
Mstep: Class 20 contains 32280 members 
Mstep: Class 21 contains 57232 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11047 members 
Mstep: Class 24 contains 9483 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 708 members 
Mstep: Class 30 contains 19665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158440560.000000 Penalty: 104923.953125
Iteration 240F: 31 clusters Score -1.584406e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232387 members 
Mstep: Class 2 contains 11161 members 
Mstep: Class 3 contains 241355 members 
Mstep: Class 4 contains 32181 members 
Mstep: Class 5 contains 7961 members 
Mstep: Class 6 contains 64409 members 
Mstep: Class 7 contains 25945 members 
Mstep: Class 8 contains 30991 members 
Mstep: Class 9 contains 38643 members 
Mstep: Class 10 contains 16545 members 
Mstep: Class 11 contains 22738 members 
Mstep: Class 12 contains 23898 members 
Mstep: Class 13 contains 224604 members 
Mstep: Class 14 contains 128365 members 
Mstep: Class 15 contains 6355 members 
Mstep: Class 16 contains 68835 members 
Mstep: Class 17 contains 15984 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7198 members 
Mstep: Class 20 contains 32223 members 
Mstep: Class 21 contains 57236 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11047 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158440768.000000 Penalty: 104923.953125
Iteration 241Q: 31 clusters Score -1.584408e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232374 members 
Mstep: Class 2 contains 11159 members 
Mstep: Class 3 contains 241373 members 
Mstep: Class 4 contains 32179 members 
Mstep: Class 5 contains 8091 members 
Mstep: Class 6 contains 64351 members 
Mstep: Class 7 contains 25944 members 
Mstep: Class 8 contains 30997 members 
Mstep: Class 9 contains 38643 members 
Mstep: Class 10 contains 16541 members 
Mstep: Class 11 contains 22738 members 
Mstep: Class 12 contains 23902 members 
Mstep: Class 13 contains 224572 members 
Mstep: Class 14 contains 128402 members 
Mstep: Class 15 contains 6355 members 
Mstep: Class 16 contains 68819 members 
Mstep: Class 17 contains 15983 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7202 members 
Mstep: Class 20 contains 32149 members 
Mstep: Class 21 contains 57239 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11047 members 
Mstep: Class 24 contains 9477 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158440832.000000 Penalty: 104923.953125
Iteration 242Q: 31 clusters Score -1.584408e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232363 members 
Mstep: Class 2 contains 11156 members 
Mstep: Class 3 contains 241408 members 
Mstep: Class 4 contains 32178 members 
Mstep: Class 5 contains 8223 members 
Mstep: Class 6 contains 64293 members 
Mstep: Class 7 contains 25943 members 
Mstep: Class 8 contains 30989 members 
Mstep: Class 9 contains 38645 members 
Mstep: Class 10 contains 16531 members 
Mstep: Class 11 contains 22734 members 
Mstep: Class 12 contains 23905 members 
Mstep: Class 13 contains 224545 members 
Mstep: Class 14 contains 128454 members 
Mstep: Class 15 contains 6355 members 
Mstep: Class 16 contains 68797 members 
Mstep: Class 17 contains 15983 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7198 members 
Mstep: Class 20 contains 32067 members 
Mstep: Class 21 contains 57238 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11047 members 
Mstep: Class 24 contains 9480 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441104.000000 Penalty: 104923.953125
Iteration 243Q: 31 clusters Score -1.584411e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232348 members 
Mstep: Class 2 contains 11158 members 
Mstep: Class 3 contains 241439 members 
Mstep: Class 4 contains 32175 members 
Mstep: Class 5 contains 8378 members 
Mstep: Class 6 contains 64220 members 
Mstep: Class 7 contains 25940 members 
Mstep: Class 8 contains 30977 members 
Mstep: Class 9 contains 38647 members 
Mstep: Class 10 contains 16519 members 
Mstep: Class 11 contains 22729 members 
Mstep: Class 12 contains 23907 members 
Mstep: Class 13 contains 224519 members 
Mstep: Class 14 contains 128500 members 
Mstep: Class 15 contains 6355 members 
Mstep: Class 16 contains 68776 members 
Mstep: Class 17 contains 15980 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7198 members 
Mstep: Class 20 contains 31988 members 
Mstep: Class 21 contains 57241 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11046 members 
Mstep: Class 24 contains 9486 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158440976.000000 Penalty: 104923.953125
Iteration 244Q: 31 clusters Score -1.58441e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232335 members 
Mstep: Class 2 contains 11159 members 
Mstep: Class 3 contains 241466 members 
Mstep: Class 4 contains 32168 members 
Mstep: Class 5 contains 8513 members 
Mstep: Class 6 contains 64186 members 
Mstep: Class 7 contains 25940 members 
Mstep: Class 8 contains 30966 members 
Mstep: Class 9 contains 38651 members 
Mstep: Class 10 contains 16513 members 
Mstep: Class 11 contains 22724 members 
Mstep: Class 12 contains 23904 members 
Mstep: Class 13 contains 224489 members 
Mstep: Class 14 contains 128541 members 
Mstep: Class 15 contains 6355 members 
Mstep: Class 16 contains 68742 members 
Mstep: Class 17 contains 15984 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7199 members 
Mstep: Class 20 contains 31919 members 
Mstep: Class 21 contains 57240 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11046 members 
Mstep: Class 24 contains 9482 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441104.000000 Penalty: 104923.953125
Iteration 245Q: 31 clusters Score -1.584411e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232322 members 
Mstep: Class 2 contains 11160 members 
Mstep: Class 3 contains 241492 members 
Mstep: Class 4 contains 32167 members 
Mstep: Class 5 contains 8607 members 
Mstep: Class 6 contains 64170 members 
Mstep: Class 7 contains 25939 members 
Mstep: Class 8 contains 30947 members 
Mstep: Class 9 contains 38654 members 
Mstep: Class 10 contains 16516 members 
Mstep: Class 11 contains 22716 members 
Mstep: Class 12 contains 23906 members 
Mstep: Class 13 contains 224456 members 
Mstep: Class 14 contains 128569 members 
Mstep: Class 15 contains 6355 members 
Mstep: Class 16 contains 68708 members 
Mstep: Class 17 contains 15991 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7200 members 
Mstep: Class 20 contains 31877 members 
Mstep: Class 21 contains 57239 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11046 members 
Mstep: Class 24 contains 9479 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441232.000000 Penalty: 104923.953125
Iteration 246Q: 31 clusters Score -1.584412e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232311 members 
Mstep: Class 2 contains 11157 members 
Mstep: Class 3 contains 241520 members 
Mstep: Class 4 contains 32166 members 
Mstep: Class 5 contains 8719 members 
Mstep: Class 6 contains 64155 members 
Mstep: Class 7 contains 25938 members 
Mstep: Class 8 contains 30929 members 
Mstep: Class 9 contains 38654 members 
Mstep: Class 10 contains 16523 members 
Mstep: Class 11 contains 22707 members 
Mstep: Class 12 contains 23906 members 
Mstep: Class 13 contains 224416 members 
Mstep: Class 14 contains 128598 members 
Mstep: Class 15 contains 6355 members 
Mstep: Class 16 contains 68683 members 
Mstep: Class 17 contains 15995 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7206 members 
Mstep: Class 20 contains 31811 members 
Mstep: Class 21 contains 57239 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11046 members 
Mstep: Class 24 contains 9476 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441136.000000 Penalty: 104923.953125
Iteration 247Q: 31 clusters Score -1.584411e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232300 members 
Mstep: Class 2 contains 11154 members 
Mstep: Class 3 contains 241560 members 
Mstep: Class 4 contains 32162 members 
Mstep: Class 5 contains 8826 members 
Mstep: Class 6 contains 64138 members 
Mstep: Class 7 contains 25936 members 
Mstep: Class 8 contains 30914 members 
Mstep: Class 9 contains 38659 members 
Mstep: Class 10 contains 16527 members 
Mstep: Class 11 contains 22692 members 
Mstep: Class 12 contains 23912 members 
Mstep: Class 13 contains 224377 members 
Mstep: Class 14 contains 128621 members 
Mstep: Class 15 contains 6355 members 
Mstep: Class 16 contains 68665 members 
Mstep: Class 17 contains 15993 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7208 members 
Mstep: Class 20 contains 31737 members 
Mstep: Class 21 contains 57236 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11046 members 
Mstep: Class 24 contains 9482 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441120.000000 Penalty: 104923.953125
Iteration 248Q: 31 clusters Score -1.584411e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232278 members 
Mstep: Class 2 contains 11154 members 
Mstep: Class 3 contains 241591 members 
Mstep: Class 4 contains 32160 members 
Mstep: Class 5 contains 8885 members 
Mstep: Class 6 contains 64134 members 
Mstep: Class 7 contains 25934 members 
Mstep: Class 8 contains 30890 members 
Mstep: Class 9 contains 38671 members 
Mstep: Class 10 contains 16530 members 
Mstep: Class 11 contains 22676 members 
Mstep: Class 12 contains 23914 members 
Mstep: Class 13 contains 224349 members 
Mstep: Class 14 contains 128650 members 
Mstep: Class 15 contains 6354 members 
Mstep: Class 16 contains 68654 members 
Mstep: Class 17 contains 15993 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7218 members 
Mstep: Class 20 contains 31691 members 
Mstep: Class 21 contains 57242 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11046 members 
Mstep: Class 24 contains 9479 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441088.000000 Penalty: 104923.953125
Iteration 249Q: 31 clusters Score -1.584411e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232268 members 
Mstep: Class 2 contains 11155 members 
Mstep: Class 3 contains 241605 members 
Mstep: Class 4 contains 32159 members 
Mstep: Class 5 contains 8924 members 
Mstep: Class 6 contains 64147 members 
Mstep: Class 7 contains 25936 members 
Mstep: Class 8 contains 30872 members 
Mstep: Class 9 contains 38677 members 
Mstep: Class 10 contains 16543 members 
Mstep: Class 11 contains 22663 members 
Mstep: Class 12 contains 23911 members 
Mstep: Class 13 contains 224319 members 
Mstep: Class 14 contains 128671 members 
Mstep: Class 15 contains 6354 members 
Mstep: Class 16 contains 68635 members 
Mstep: Class 17 contains 15989 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7226 members 
Mstep: Class 20 contains 31668 members 
Mstep: Class 21 contains 57242 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11046 members 
Mstep: Class 24 contains 9476 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441200.000000 Penalty: 104923.953125
Iteration 250Q: 31 clusters Score -1.584412e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232261 members 
Mstep: Class 2 contains 11155 members 
Mstep: Class 3 contains 241628 members 
Mstep: Class 4 contains 32158 members 
Mstep: Class 5 contains 8966 members 
Mstep: Class 6 contains 64160 members 
Mstep: Class 7 contains 25936 members 
Mstep: Class 8 contains 30855 members 
Mstep: Class 9 contains 38679 members 
Mstep: Class 10 contains 16551 members 
Mstep: Class 11 contains 22651 members 
Mstep: Class 12 contains 23911 members 
Mstep: Class 13 contains 224299 members 
Mstep: Class 14 contains 128681 members 
Mstep: Class 15 contains 6354 members 
Mstep: Class 16 contains 68622 members 
Mstep: Class 17 contains 15988 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7234 members 
Mstep: Class 20 contains 31630 members 
Mstep: Class 21 contains 57242 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11046 members 
Mstep: Class 24 contains 9473 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441264.000000 Penalty: 104923.953125
Iteration 251Q: 31 clusters Score -1.584413e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232249 members 
Mstep: Class 2 contains 11154 members 
Mstep: Class 3 contains 241644 members 
Mstep: Class 4 contains 32158 members 
Mstep: Class 5 contains 9022 members 
Mstep: Class 6 contains 64153 members 
Mstep: Class 7 contains 25938 members 
Mstep: Class 8 contains 30843 members 
Mstep: Class 9 contains 38679 members 
Mstep: Class 10 contains 16552 members 
Mstep: Class 11 contains 22634 members 
Mstep: Class 12 contains 23911 members 
Mstep: Class 13 contains 224290 members 
Mstep: Class 14 contains 128688 members 
Mstep: Class 15 contains 6354 members 
Mstep: Class 16 contains 68603 members 
Mstep: Class 17 contains 15988 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7247 members 
Mstep: Class 20 contains 31606 members 
Mstep: Class 21 contains 57245 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11046 members 
Mstep: Class 24 contains 9472 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441280.000000 Penalty: 104923.953125
Iteration 252Q: 31 clusters Score -1.584413e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232242 members 
Mstep: Class 2 contains 11152 members 
Mstep: Class 3 contains 241650 members 
Mstep: Class 4 contains 32158 members 
Mstep: Class 5 contains 9070 members 
Mstep: Class 6 contains 64139 members 
Mstep: Class 7 contains 25940 members 
Mstep: Class 8 contains 30836 members 
Mstep: Class 9 contains 38680 members 
Mstep: Class 10 contains 16556 members 
Mstep: Class 11 contains 22628 members 
Mstep: Class 12 contains 23911 members 
Mstep: Class 13 contains 224278 members 
Mstep: Class 14 contains 128696 members 
Mstep: Class 15 contains 6354 members 
Mstep: Class 16 contains 68588 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7248 members 
Mstep: Class 20 contains 31586 members 
Mstep: Class 21 contains 57250 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11046 members 
Mstep: Class 24 contains 9476 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441200.000000 Penalty: 104923.953125
Iteration 253Q: 31 clusters Score -1.584412e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232233 members 
Mstep: Class 2 contains 11150 members 
Mstep: Class 3 contains 241676 members 
Mstep: Class 4 contains 32157 members 
Mstep: Class 5 contains 9105 members 
Mstep: Class 6 contains 64137 members 
Mstep: Class 7 contains 25943 members 
Mstep: Class 8 contains 30822 members 
Mstep: Class 9 contains 38682 members 
Mstep: Class 10 contains 16559 members 
Mstep: Class 11 contains 22620 members 
Mstep: Class 12 contains 23910 members 
Mstep: Class 13 contains 224268 members 
Mstep: Class 14 contains 128702 members 
Mstep: Class 15 contains 6354 members 
Mstep: Class 16 contains 68576 members 
Mstep: Class 17 contains 15983 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7246 members 
Mstep: Class 20 contains 31573 members 
Mstep: Class 21 contains 57253 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11047 members 
Mstep: Class 24 contains 9472 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441216.000000 Penalty: 104923.953125
Iteration 254Q: 31 clusters Score -1.584412e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232219 members 
Mstep: Class 2 contains 11149 members 
Mstep: Class 3 contains 241707 members 
Mstep: Class 4 contains 32158 members 
Mstep: Class 5 contains 9134 members 
Mstep: Class 6 contains 64121 members 
Mstep: Class 7 contains 25945 members 
Mstep: Class 8 contains 30811 members 
Mstep: Class 9 contains 38683 members 
Mstep: Class 10 contains 16562 members 
Mstep: Class 11 contains 22609 members 
Mstep: Class 12 contains 23911 members 
Mstep: Class 13 contains 224256 members 
Mstep: Class 14 contains 128710 members 
Mstep: Class 15 contains 6354 members 
Mstep: Class 16 contains 68566 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7248 members 
Mstep: Class 20 contains 31564 members 
Mstep: Class 21 contains 57255 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11049 members 
Mstep: Class 24 contains 9466 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441376.000000 Penalty: 104923.953125
Iteration 255Q: 31 clusters Score -1.584414e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232220 members 
Mstep: Class 2 contains 11150 members 
Mstep: Class 3 contains 241734 members 
Mstep: Class 4 contains 32158 members 
Mstep: Class 5 contains 9153 members 
Mstep: Class 6 contains 64093 members 
Mstep: Class 7 contains 25944 members 
Mstep: Class 8 contains 30798 members 
Mstep: Class 9 contains 38683 members 
Mstep: Class 10 contains 16570 members 
Mstep: Class 11 contains 22596 members 
Mstep: Class 12 contains 23912 members 
Mstep: Class 13 contains 224249 members 
Mstep: Class 14 contains 128722 members 
Mstep: Class 15 contains 6354 members 
Mstep: Class 16 contains 68561 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7250 members 
Mstep: Class 20 contains 31553 members 
Mstep: Class 21 contains 57256 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9465 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441440.000000 Penalty: 104923.953125
Iteration 256Q: 31 clusters Score -1.584414e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232217 members 
Mstep: Class 2 contains 11149 members 
Mstep: Class 3 contains 241762 members 
Mstep: Class 4 contains 32158 members 
Mstep: Class 5 contains 9182 members 
Mstep: Class 6 contains 64075 members 
Mstep: Class 7 contains 25943 members 
Mstep: Class 8 contains 30800 members 
Mstep: Class 9 contains 38683 members 
Mstep: Class 10 contains 16574 members 
Mstep: Class 11 contains 22578 members 
Mstep: Class 12 contains 23914 members 
Mstep: Class 13 contains 224240 members 
Mstep: Class 14 contains 128728 members 
Mstep: Class 15 contains 6354 members 
Mstep: Class 16 contains 68543 members 
Mstep: Class 17 contains 15985 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7250 members 
Mstep: Class 20 contains 31548 members 
Mstep: Class 21 contains 57258 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11052 members 
Mstep: Class 24 contains 9466 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441376.000000 Penalty: 104923.953125
Iteration 257Q: 31 clusters Score -1.584414e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232212 members 
Mstep: Class 2 contains 11147 members 
Mstep: Class 3 contains 241782 members 
Mstep: Class 4 contains 32157 members 
Mstep: Class 5 contains 9207 members 
Mstep: Class 6 contains 64059 members 
Mstep: Class 7 contains 25945 members 
Mstep: Class 8 contains 30795 members 
Mstep: Class 9 contains 38685 members 
Mstep: Class 10 contains 16577 members 
Mstep: Class 11 contains 22566 members 
Mstep: Class 12 contains 23919 members 
Mstep: Class 13 contains 224223 members 
Mstep: Class 14 contains 128738 members 
Mstep: Class 15 contains 6354 members 
Mstep: Class 16 contains 68537 members 
Mstep: Class 17 contains 15985 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7251 members 
Mstep: Class 20 contains 31536 members 
Mstep: Class 21 contains 57263 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11052 members 
Mstep: Class 24 contains 9468 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19754 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 258Q: 31 clusters Score -1.584413e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232211 members 
Mstep: Class 2 contains 11147 members 
Mstep: Class 3 contains 241793 members 
Mstep: Class 4 contains 32158 members 
Mstep: Class 5 contains 9231 members 
Mstep: Class 6 contains 64045 members 
Mstep: Class 7 contains 25946 members 
Mstep: Class 8 contains 30794 members 
Mstep: Class 9 contains 38688 members 
Mstep: Class 10 contains 16581 members 
Mstep: Class 11 contains 22554 members 
Mstep: Class 12 contains 23919 members 
Mstep: Class 13 contains 224211 members 
Mstep: Class 14 contains 128742 members 
Mstep: Class 15 contains 6355 members 
Mstep: Class 16 contains 68534 members 
Mstep: Class 17 contains 15983 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7254 members 
Mstep: Class 20 contains 31526 members 
Mstep: Class 21 contains 57267 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11050 members 
Mstep: Class 24 contains 9468 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19755 members 
Entering Unmasked Estep 
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Iteration 259Q: 31 clusters Score -1.584413e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232205 members 
Mstep: Class 2 contains 11146 members 
Mstep: Class 3 contains 241809 members 
Mstep: Class 4 contains 32158 members 
Mstep: Class 5 contains 9254 members 
Mstep: Class 6 contains 64035 members 
Mstep: Class 7 contains 25945 members 
Mstep: Class 8 contains 30792 members 
Mstep: Class 9 contains 38690 members 
Mstep: Class 10 contains 16583 members 
Mstep: Class 11 contains 22545 members 
Mstep: Class 12 contains 23919 members 
Mstep: Class 13 contains 224207 members 
Mstep: Class 14 contains 128751 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68527 members 
Mstep: Class 17 contains 15984 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7255 members 
Mstep: Class 20 contains 31515 members 
Mstep: Class 21 contains 57270 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11049 members 
Mstep: Class 24 contains 9461 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19756 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 260F: 31 clusters Score -1.584411e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232205 members 
Mstep: Class 2 contains 11147 members 
Mstep: Class 3 contains 241814 members 
Mstep: Class 4 contains 32158 members 
Mstep: Class 5 contains 9277 members 
Mstep: Class 6 contains 64038 members 
Mstep: Class 7 contains 25942 members 
Mstep: Class 8 contains 30788 members 
Mstep: Class 9 contains 38692 members 
Mstep: Class 10 contains 16582 members 
Mstep: Class 11 contains 22541 members 
Mstep: Class 12 contains 23919 members 
Mstep: Class 13 contains 224199 members 
Mstep: Class 14 contains 128753 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68521 members 
Mstep: Class 17 contains 15985 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7259 members 
Mstep: Class 20 contains 31500 members 
Mstep: Class 21 contains 57271 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11048 members 
Mstep: Class 24 contains 9460 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441024.000000 Penalty: 104923.953125
Iteration 261Q: 31 clusters Score -1.58441e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232198 members 
Mstep: Class 2 contains 11145 members 
Mstep: Class 3 contains 241817 members 
Mstep: Class 4 contains 32157 members 
Mstep: Class 5 contains 9303 members 
Mstep: Class 6 contains 64034 members 
Mstep: Class 7 contains 25941 members 
Mstep: Class 8 contains 30791 members 
Mstep: Class 9 contains 38692 members 
Mstep: Class 10 contains 16586 members 
Mstep: Class 11 contains 22538 members 
Mstep: Class 12 contains 23919 members 
Mstep: Class 13 contains 224195 members 
Mstep: Class 14 contains 128755 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68515 members 
Mstep: Class 17 contains 15983 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7260 members 
Mstep: Class 20 contains 31487 members 
Mstep: Class 21 contains 57269 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11049 members 
Mstep: Class 24 contains 9464 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441200.000000 Penalty: 104923.953125
Iteration 262Q: 31 clusters Score -1.584412e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232192 members 
Mstep: Class 2 contains 11143 members 
Mstep: Class 3 contains 241825 members 
Mstep: Class 4 contains 32157 members 
Mstep: Class 5 contains 9317 members 
Mstep: Class 6 contains 64024 members 
Mstep: Class 7 contains 25940 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38693 members 
Mstep: Class 10 contains 16590 members 
Mstep: Class 11 contains 22532 members 
Mstep: Class 12 contains 23918 members 
Mstep: Class 13 contains 224188 members 
Mstep: Class 14 contains 128766 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68510 members 
Mstep: Class 17 contains 15983 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7264 members 
Mstep: Class 20 contains 31482 members 
Mstep: Class 21 contains 57270 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9462 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441072.000000 Penalty: 104923.953125
Iteration 263Q: 31 clusters Score -1.584411e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232186 members 
Mstep: Class 2 contains 11147 members 
Mstep: Class 3 contains 241835 members 
Mstep: Class 4 contains 32157 members 
Mstep: Class 5 contains 9329 members 
Mstep: Class 6 contains 64013 members 
Mstep: Class 7 contains 25940 members 
Mstep: Class 8 contains 30786 members 
Mstep: Class 9 contains 38693 members 
Mstep: Class 10 contains 16588 members 
Mstep: Class 11 contains 22527 members 
Mstep: Class 12 contains 23917 members 
Mstep: Class 13 contains 224187 members 
Mstep: Class 14 contains 128770 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68511 members 
Mstep: Class 17 contains 15986 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7263 members 
Mstep: Class 20 contains 31482 members 
Mstep: Class 21 contains 57271 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9456 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441184.000000 Penalty: 104923.953125
Iteration 264Q: 31 clusters Score -1.584412e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232182 members 
Mstep: Class 2 contains 11149 members 
Mstep: Class 3 contains 241844 members 
Mstep: Class 4 contains 32157 members 
Mstep: Class 5 contains 9336 members 
Mstep: Class 6 contains 64009 members 
Mstep: Class 7 contains 25941 members 
Mstep: Class 8 contains 30779 members 
Mstep: Class 9 contains 38694 members 
Mstep: Class 10 contains 16588 members 
Mstep: Class 11 contains 22523 members 
Mstep: Class 12 contains 23916 members 
Mstep: Class 13 contains 224184 members 
Mstep: Class 14 contains 128778 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68514 members 
Mstep: Class 17 contains 15986 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7259 members 
Mstep: Class 20 contains 31480 members 
Mstep: Class 21 contains 57270 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9454 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441088.000000 Penalty: 104923.953125
Iteration 265Q: 31 clusters Score -1.584411e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232179 members 
Mstep: Class 2 contains 11150 members 
Mstep: Class 3 contains 241843 members 
Mstep: Class 4 contains 32157 members 
Mstep: Class 5 contains 9345 members 
Mstep: Class 6 contains 64008 members 
Mstep: Class 7 contains 25941 members 
Mstep: Class 8 contains 30781 members 
Mstep: Class 9 contains 38694 members 
Mstep: Class 10 contains 16587 members 
Mstep: Class 11 contains 22520 members 
Mstep: Class 12 contains 23916 members 
Mstep: Class 13 contains 224183 members 
Mstep: Class 14 contains 128774 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68511 members 
Mstep: Class 17 contains 15988 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7261 members 
Mstep: Class 20 contains 31480 members 
Mstep: Class 21 contains 57272 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9452 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441136.000000 Penalty: 104923.953125
Iteration 266Q: 31 clusters Score -1.584411e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232178 members 
Mstep: Class 2 contains 11151 members 
Mstep: Class 3 contains 241840 members 
Mstep: Class 4 contains 32157 members 
Mstep: Class 5 contains 9357 members 
Mstep: Class 6 contains 64004 members 
Mstep: Class 7 contains 25941 members 
Mstep: Class 8 contains 30781 members 
Mstep: Class 9 contains 38695 members 
Mstep: Class 10 contains 16586 members 
Mstep: Class 11 contains 22517 members 
Mstep: Class 12 contains 23916 members 
Mstep: Class 13 contains 224181 members 
Mstep: Class 14 contains 128776 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68507 members 
Mstep: Class 17 contains 15988 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7265 members 
Mstep: Class 20 contains 31474 members 
Mstep: Class 21 contains 57272 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9455 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441056.000000 Penalty: 104923.953125
Iteration 267Q: 31 clusters Score -1.584411e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232177 members 
Mstep: Class 2 contains 11151 members 
Mstep: Class 3 contains 241837 members 
Mstep: Class 4 contains 32157 members 
Mstep: Class 5 contains 9365 members 
Mstep: Class 6 contains 64003 members 
Mstep: Class 7 contains 25941 members 
Mstep: Class 8 contains 30783 members 
Mstep: Class 9 contains 38698 members 
Mstep: Class 10 contains 16587 members 
Mstep: Class 11 contains 22515 members 
Mstep: Class 12 contains 23916 members 
Mstep: Class 13 contains 224177 members 
Mstep: Class 14 contains 128774 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 15988 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7265 members 
Mstep: Class 20 contains 31475 members 
Mstep: Class 21 contains 57272 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9455 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441120.000000 Penalty: 104923.953125
Iteration 268Q: 31 clusters Score -1.584411e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232177 members 
Mstep: Class 2 contains 11151 members 
Mstep: Class 3 contains 241841 members 
Mstep: Class 4 contains 32157 members 
Mstep: Class 5 contains 9367 members 
Mstep: Class 6 contains 64002 members 
Mstep: Class 7 contains 25941 members 
Mstep: Class 8 contains 30786 members 
Mstep: Class 9 contains 38699 members 
Mstep: Class 10 contains 16586 members 
Mstep: Class 11 contains 22512 members 
Mstep: Class 12 contains 23915 members 
Mstep: Class 13 contains 224178 members 
Mstep: Class 14 contains 128777 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7262 members 
Mstep: Class 20 contains 31475 members 
Mstep: Class 21 contains 57273 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9453 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441184.000000 Penalty: 104923.953125
Iteration 269Q: 31 clusters Score -1.584412e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232175 members 
Mstep: Class 2 contains 11151 members 
Mstep: Class 3 contains 241838 members 
Mstep: Class 4 contains 32157 members 
Mstep: Class 5 contains 9365 members 
Mstep: Class 6 contains 64003 members 
Mstep: Class 7 contains 25941 members 
Mstep: Class 8 contains 30786 members 
Mstep: Class 9 contains 38703 members 
Mstep: Class 10 contains 16587 members 
Mstep: Class 11 contains 22513 members 
Mstep: Class 12 contains 23915 members 
Mstep: Class 13 contains 224175 members 
Mstep: Class 14 contains 128780 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68500 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7262 members 
Mstep: Class 20 contains 31476 members 
Mstep: Class 21 contains 57273 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9452 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441152.000000 Penalty: 104923.953125
Iteration 270Q: 31 clusters Score -1.584412e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232175 members 
Mstep: Class 2 contains 11150 members 
Mstep: Class 3 contains 241838 members 
Mstep: Class 4 contains 32157 members 
Mstep: Class 5 contains 9366 members 
Mstep: Class 6 contains 64001 members 
Mstep: Class 7 contains 25941 members 
Mstep: Class 8 contains 30787 members 
Mstep: Class 9 contains 38705 members 
Mstep: Class 10 contains 16587 members 
Mstep: Class 11 contains 22513 members 
Mstep: Class 12 contains 23915 members 
Mstep: Class 13 contains 224173 members 
Mstep: Class 14 contains 128780 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68500 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7263 members 
Mstep: Class 20 contains 31475 members 
Mstep: Class 21 contains 57273 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9452 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441152.000000 Penalty: 104923.953125
Iteration 271Q: 31 clusters Score -1.584412e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232175 members 
Mstep: Class 2 contains 11149 members 
Mstep: Class 3 contains 241841 members 
Mstep: Class 4 contains 32157 members 
Mstep: Class 5 contains 9366 members 
Mstep: Class 6 contains 63995 members 
Mstep: Class 7 contains 25941 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38709 members 
Mstep: Class 10 contains 16592 members 
Mstep: Class 11 contains 22513 members 
Mstep: Class 12 contains 23915 members 
Mstep: Class 13 contains 224165 members 
Mstep: Class 14 contains 128781 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68504 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7263 members 
Mstep: Class 20 contains 31471 members 
Mstep: Class 21 contains 57273 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9451 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441104.000000 Penalty: 104923.953125
Iteration 272Q: 31 clusters Score -1.584411e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232176 members 
Mstep: Class 2 contains 11149 members 
Mstep: Class 3 contains 241840 members 
Mstep: Class 4 contains 32157 members 
Mstep: Class 5 contains 9368 members 
Mstep: Class 6 contains 63994 members 
Mstep: Class 7 contains 25941 members 
Mstep: Class 8 contains 30788 members 
Mstep: Class 9 contains 38711 members 
Mstep: Class 10 contains 16594 members 
Mstep: Class 11 contains 22513 members 
Mstep: Class 12 contains 23915 members 
Mstep: Class 13 contains 224160 members 
Mstep: Class 14 contains 128781 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68504 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7265 members 
Mstep: Class 20 contains 31470 members 
Mstep: Class 21 contains 57272 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9451 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441184.000000 Penalty: 104923.953125
Iteration 273Q: 31 clusters Score -1.584412e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232174 members 
Mstep: Class 2 contains 11148 members 
Mstep: Class 3 contains 241839 members 
Mstep: Class 4 contains 32157 members 
Mstep: Class 5 contains 9374 members 
Mstep: Class 6 contains 63994 members 
Mstep: Class 7 contains 25940 members 
Mstep: Class 8 contains 30788 members 
Mstep: Class 9 contains 38714 members 
Mstep: Class 10 contains 16594 members 
Mstep: Class 11 contains 22513 members 
Mstep: Class 12 contains 23915 members 
Mstep: Class 13 contains 224158 members 
Mstep: Class 14 contains 128781 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68503 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7266 members 
Mstep: Class 20 contains 31469 members 
Mstep: Class 21 contains 57272 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9450 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441184.000000 Penalty: 104923.953125
Iteration 274Q: 31 clusters Score -1.584412e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232174 members 
Mstep: Class 2 contains 11148 members 
Mstep: Class 3 contains 241837 members 
Mstep: Class 4 contains 32156 members 
Mstep: Class 5 contains 9375 members 
Mstep: Class 6 contains 63994 members 
Mstep: Class 7 contains 25940 members 
Mstep: Class 8 contains 30788 members 
Mstep: Class 9 contains 38715 members 
Mstep: Class 10 contains 16595 members 
Mstep: Class 11 contains 22513 members 
Mstep: Class 12 contains 23915 members 
Mstep: Class 13 contains 224157 members 
Mstep: Class 14 contains 128781 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68504 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7266 members 
Mstep: Class 20 contains 31469 members 
Mstep: Class 21 contains 57272 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9450 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441232.000000 Penalty: 104923.953125
Iteration 275Q: 31 clusters Score -1.584412e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232173 members 
Mstep: Class 2 contains 11148 members 
Mstep: Class 3 contains 241834 members 
Mstep: Class 4 contains 32154 members 
Mstep: Class 5 contains 9379 members 
Mstep: Class 6 contains 63996 members 
Mstep: Class 7 contains 25941 members 
Mstep: Class 8 contains 30788 members 
Mstep: Class 9 contains 38718 members 
Mstep: Class 10 contains 16596 members 
Mstep: Class 11 contains 22513 members 
Mstep: Class 12 contains 23915 members 
Mstep: Class 13 contains 224155 members 
Mstep: Class 14 contains 128781 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7267 members 
Mstep: Class 20 contains 31467 members 
Mstep: Class 21 contains 57272 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9450 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441232.000000 Penalty: 104923.953125
Iteration 276Q: 31 clusters Score -1.584412e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232174 members 
Mstep: Class 2 contains 11148 members 
Mstep: Class 3 contains 241834 members 
Mstep: Class 4 contains 32153 members 
Mstep: Class 5 contains 9383 members 
Mstep: Class 6 contains 63995 members 
Mstep: Class 7 contains 25941 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38719 members 
Mstep: Class 10 contains 16597 members 
Mstep: Class 11 contains 22513 members 
Mstep: Class 12 contains 23914 members 
Mstep: Class 13 contains 224154 members 
Mstep: Class 14 contains 128781 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31464 members 
Mstep: Class 21 contains 57272 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9450 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441184.000000 Penalty: 104923.953125
Iteration 277Q: 31 clusters Score -1.584412e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232174 members 
Mstep: Class 2 contains 11148 members 
Mstep: Class 3 contains 241832 members 
Mstep: Class 4 contains 32151 members 
Mstep: Class 5 contains 9384 members 
Mstep: Class 6 contains 63994 members 
Mstep: Class 7 contains 25941 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38720 members 
Mstep: Class 10 contains 16599 members 
Mstep: Class 11 contains 22513 members 
Mstep: Class 12 contains 23914 members 
Mstep: Class 13 contains 224152 members 
Mstep: Class 14 contains 128781 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31465 members 
Mstep: Class 21 contains 57272 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9451 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441184.000000 Penalty: 104923.953125
Iteration 278Q: 31 clusters Score -1.584412e+08 nChanged 13
Entering ConstructFrom: 
Score: -158441184.000000 Penalty: 104923.953125
Entering ConstructFrom: 
Trying to split cluster 1 (232174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232174 members 
Entering Unmasked Estep 
Score: -28331048.000000 Penalty: 3064.100098
	Iteration 0F: 2 clusters Score -2.833105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116536 members 
Mstep: Class 2 contains 115638 members 
Entering Unmasked Estep 
Score: -28178834.000000 Penalty: 6128.200195
	Iteration 0F: 3 clusters Score -2.817883e+07 nChanged 112132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125278 members 
Mstep: Class 2 contains 106896 members 
Entering Unmasked Estep 
Score: -28246318.000000 Penalty: 6128.200195
	Iteration 1F: 3 clusters Score -2.824632e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131493 members 
Mstep: Class 2 contains 100681 members 
Entering Unmasked Estep 
Score: -28248964.000000 Penalty: 6128.200195
	Iteration 2Q: 3 clusters Score -2.824896e+07 nChanged 11432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141145 members 
Mstep: Class 2 contains 91029 members 
Entering Unmasked Estep 
Score: -28254072.000000 Penalty: 6128.200195
	Iteration 3Q: 3 clusters Score -2.825407e+07 nChanged 15198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155117 members 
Mstep: Class 2 contains 77057 members 
Entering Unmasked Estep 
Score: -28263460.000000 Penalty: 6128.200195
	Iteration 4F: 3 clusters Score -2.826346e+07 nChanged 18970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173393 members 
Mstep: Class 2 contains 58781 members 
Entering Unmasked Estep 
Score: -28277124.000000 Penalty: 6128.200195
	Iteration 5F: 3 clusters Score -2.827712e+07 nChanged 19996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192977 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -28293518.000000 Penalty: 6128.200195
	Iteration 6F: 3 clusters Score -2.829352e+07 nChanged 16853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209690 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -28308158.000000 Penalty: 6128.200195
	Iteration 7F: 3 clusters Score -2.830816e+07 nChanged 11597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221243 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -28318460.000000 Penalty: 6128.200195
	Iteration 8Q: 3 clusters Score -2.831846e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227485 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -28324356.000000 Penalty: 6128.200195
	Iteration 9Q: 3 clusters Score -2.832436e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230260 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -28326840.000000 Penalty: 6128.200195
	Iteration 10Q: 3 clusters Score -2.832684e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231280 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -28327706.000000 Penalty: 6128.200195
	Iteration 11Q: 3 clusters Score -2.832771e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231619 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -28328014.000000 Penalty: 6128.200195
	Iteration 12Q: 3 clusters Score -2.832801e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231727 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -28328160.000000 Penalty: 6128.200195
	Iteration 13Q: 3 clusters Score -2.832816e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231767 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -28328220.000000 Penalty: 6128.200195
	Iteration 14Q: 3 clusters Score -2.832822e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231800 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -28328306.000000 Penalty: 6128.200195
	Iteration 15Q: 3 clusters Score -2.832831e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231813 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -28328326.000000 Penalty: 6128.200195
	Iteration 16Q: 3 clusters Score -2.832833e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231826 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -28328336.000000 Penalty: 6128.200195
	Iteration 17Q: 3 clusters Score -2.832834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231841 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -28328360.000000 Penalty: 6128.200195
	Iteration 18Q: 3 clusters Score -2.832836e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231851 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -28328372.000000 Penalty: 6128.200195
	Iteration 19Q: 3 clusters Score -2.832837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231856 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -28328364.000000 Penalty: 6128.200195
	Iteration 20F: 3 clusters Score -2.832836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231862 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -28328382.000000 Penalty: 6128.200195
	Iteration 21Q: 3 clusters Score -2.832838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231868 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -28328410.000000 Penalty: 6128.200195
	Iteration 22Q: 3 clusters Score -2.832841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231870 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -28328414.000000 Penalty: 6128.200195
	Iteration 23Q: 3 clusters Score -2.832841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231872 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -28328400.000000 Penalty: 6128.200195
	Iteration 24Q: 3 clusters Score -2.83284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231874 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -28328400.000000 Penalty: 6128.200195
	Iteration 25Q: 3 clusters Score -2.83284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231874 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -28328400.000000 Penalty: 6128.200195
	Iteration 26F: 3 clusters Score -2.83284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Entering Unmasked Estep 
Score: -1263346.625000 Penalty: 2311.115723
	Iteration 0F: 2 clusters Score -1263347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1254928.125000 Penalty: 4622.231445
	Iteration 0F: 3 clusters Score -1254928 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1257526.250000 Penalty: 4622.231445
	Iteration 1F: 3 clusters Score -1257526 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1257890.750000 Penalty: 4622.231445
	Iteration 2F: 3 clusters Score -1257891 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1258228.375000 Penalty: 4622.231445
	Iteration 3F: 3 clusters Score -1258228 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1258598.500000 Penalty: 4622.231445
	Iteration 4Q: 3 clusters Score -1258598 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1259016.000000 Penalty: 4622.231445
	Iteration 5F: 3 clusters Score -1259016 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1259402.875000 Penalty: 4622.231445
	Iteration 6F: 3 clusters Score -1259403 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1259791.125000 Penalty: 4622.231445
	Iteration 7F: 3 clusters Score -1259791 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1260181.875000 Penalty: 4622.231445
	Iteration 8Q: 3 clusters Score -1260182 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1260644.125000 Penalty: 4622.231445
	Iteration 9Q: 3 clusters Score -1260644 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1261053.500000 Penalty: 4622.231445
	Iteration 10Q: 3 clusters Score -1261054 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1261437.375000 Penalty: 4622.231445
	Iteration 11Q: 3 clusters Score -1261437 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1261849.250000 Penalty: 4622.231445
	Iteration 12Q: 3 clusters Score -1261849 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1262200.125000 Penalty: 4622.231445
	Iteration 13Q: 3 clusters Score -1262200 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1262478.625000 Penalty: 4622.231445
	Iteration 14Q: 3 clusters Score -1262479 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1262656.250000 Penalty: 4622.231445
	Iteration 15Q: 3 clusters Score -1262656 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1262788.625000 Penalty: 4622.231445
	Iteration 16Q: 3 clusters Score -1262789 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1262876.625000 Penalty: 4622.231445
	Iteration 17Q: 3 clusters Score -1262877 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1262936.875000 Penalty: 4622.231445
	Iteration 18Q: 3 clusters Score -1262937 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1262982.750000 Penalty: 4622.231445
	Iteration 19Q: 3 clusters Score -1262983 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1263021.750000 Penalty: 4622.231445
	Iteration 20F: 3 clusters Score -1263022 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1263044.625000 Penalty: 4622.231445
	Iteration 21Q: 3 clusters Score -1263045 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1263063.750000 Penalty: 4622.231445
	Iteration 22Q: 3 clusters Score -1263064 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1263078.375000 Penalty: 4622.231445
	Iteration 23Q: 3 clusters Score -1263078 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1263089.000000 Penalty: 4622.231445
	Iteration 24Q: 3 clusters Score -1263089 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1263100.375000 Penalty: 4622.231445
	Iteration 25Q: 3 clusters Score -1263100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1263107.250000 Penalty: 4622.231445
	Iteration 26Q: 3 clusters Score -1263107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1263113.750000 Penalty: 4622.231445
	Iteration 27Q: 3 clusters Score -1263114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1263118.750000 Penalty: 4622.231445
	Iteration 28Q: 3 clusters Score -1263119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1263117.250000 Penalty: 4622.231445
	Iteration 29Q: 3 clusters Score -1263117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1263116.250000 Penalty: 4622.231445
	Iteration 30Q: 3 clusters Score -1263116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1263119.250000 Penalty: 4622.231445
	Iteration 31Q: 3 clusters Score -1263119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1263121.375000 Penalty: 4622.231445
	Iteration 32Q: 3 clusters Score -1263121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1263122.125000 Penalty: 4622.231445
	Iteration 33Q: 3 clusters Score -1263122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1263122.125000 Penalty: 4622.231445
	Iteration 34F: 3 clusters Score -1263122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (241831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241831 members 
Entering Unmasked Estep 
Score: -29595832.000000 Penalty: 3074.206543
	Iteration 0F: 2 clusters Score -2.959583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121020 members 
Mstep: Class 2 contains 120811 members 
Entering Unmasked Estep 
Score: -29449942.000000 Penalty: 6148.413086
	Iteration 0F: 3 clusters Score -2.944994e+07 nChanged 116603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123099 members 
Mstep: Class 2 contains 118732 members 
Entering Unmasked Estep 
Score: -29518478.000000 Penalty: 6148.413086
	Iteration 1F: 3 clusters Score -2.951848e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125208 members 
Mstep: Class 2 contains 116623 members 
Entering Unmasked Estep 
Score: -29519882.000000 Penalty: 6148.413086
	Iteration 2Q: 3 clusters Score -2.951988e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128667 members 
Mstep: Class 2 contains 113164 members 
Entering Unmasked Estep 
Score: -29521836.000000 Penalty: 6148.413086
	Iteration 3Q: 3 clusters Score -2.952184e+07 nChanged 9523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134080 members 
Mstep: Class 2 contains 107751 members 
Entering Unmasked Estep 
Score: -29524894.000000 Penalty: 6148.413086
	Iteration 4Q: 3 clusters Score -2.952489e+07 nChanged 11884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142034 members 
Mstep: Class 2 contains 99797 members 
Entering Unmasked Estep 
Score: -29530164.000000 Penalty: 6148.413086
	Iteration 5Q: 3 clusters Score -2.953016e+07 nChanged 14568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153138 members 
Mstep: Class 2 contains 88693 members 
Entering Unmasked Estep 
Score: -29537942.000000 Penalty: 6148.413086
	Iteration 6F: 3 clusters Score -2.953794e+07 nChanged 16600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167206 members 
Mstep: Class 2 contains 74625 members 
Entering Unmasked Estep 
Score: -29547326.000000 Penalty: 6148.413086
	Iteration 7F: 3 clusters Score -2.954733e+07 nChanged 17544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183398 members 
Mstep: Class 2 contains 58433 members 
Entering Unmasked Estep 
Score: -29556754.000000 Penalty: 6148.413086
	Iteration 8F: 3 clusters Score -2.955675e+07 nChanged 17317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200171 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -29565868.000000 Penalty: 6148.413086
	Iteration 9F: 3 clusters Score -2.956587e+07 nChanged 15213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215278 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -29575050.000000 Penalty: 6148.413086
	Iteration 10F: 3 clusters Score -2.957505e+07 nChanged 11639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226897 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -29582418.000000 Penalty: 6148.413086
	Iteration 11Q: 3 clusters Score -2.958242e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234508 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -29587564.000000 Penalty: 6148.413086
	Iteration 12Q: 3 clusters Score -2.958756e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238531 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -29590980.000000 Penalty: 6148.413086
	Iteration 13Q: 3 clusters Score -2.959098e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240260 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -29592216.000000 Penalty: 6148.413086
	Iteration 14Q: 3 clusters Score -2.959222e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240923 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -29592694.000000 Penalty: 6148.413086
	Iteration 15Q: 3 clusters Score -2.959269e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241174 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -29592926.000000 Penalty: 6148.413086
	Iteration 16Q: 3 clusters Score -2.959293e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241289 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -29592998.000000 Penalty: 6148.413086
	Iteration 17Q: 3 clusters Score -2.9593e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241340 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -29593102.000000 Penalty: 6148.413086
	Iteration 18Q: 3 clusters Score -2.95931e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241364 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -29593134.000000 Penalty: 6148.413086
	Iteration 19Q: 3 clusters Score -2.959313e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241380 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -29593136.000000 Penalty: 6148.413086
	Iteration 20F: 3 clusters Score -2.959314e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241393 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -29593136.000000 Penalty: 6148.413086
	Iteration 21Q: 3 clusters Score -2.959314e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241404 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -29593148.000000 Penalty: 6148.413086
	Iteration 22Q: 3 clusters Score -2.959315e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241412 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -29593154.000000 Penalty: 6148.413086
	Iteration 23Q: 3 clusters Score -2.959315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241420 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -29593156.000000 Penalty: 6148.413086
	Iteration 24Q: 3 clusters Score -2.959316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241423 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -29593162.000000 Penalty: 6148.413086
	Iteration 25Q: 3 clusters Score -2.959316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241426 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -29593186.000000 Penalty: 6148.413086
	Iteration 26Q: 3 clusters Score -2.959319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241430 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -29593204.000000 Penalty: 6148.413086
	Iteration 27Q: 3 clusters Score -2.95932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241434 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -29593196.000000 Penalty: 6148.413086
	Iteration 28Q: 3 clusters Score -2.95932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241435 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -29593194.000000 Penalty: 6148.413086
	Iteration 29Q: 3 clusters Score -2.959319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241438 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -29593198.000000 Penalty: 6148.413086
	Iteration 30Q: 3 clusters Score -2.95932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241437 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -29593218.000000 Penalty: 6148.413086
	Iteration 31Q: 3 clusters Score -2.959322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241438 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -29593214.000000 Penalty: 6148.413086
	Iteration 32Q: 3 clusters Score -2.959321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241439 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -29593224.000000 Penalty: 6148.413086
	Iteration 33Q: 3 clusters Score -2.959322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241440 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -29593218.000000 Penalty: 6148.413086
	Iteration 34Q: 3 clusters Score -2.959322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241441 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -29593218.000000 Penalty: 6148.413086
	Iteration 35Q: 3 clusters Score -2.959322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241442 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -29593216.000000 Penalty: 6148.413086
	Iteration 36Q: 3 clusters Score -2.959322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241443 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -29593224.000000 Penalty: 6148.413086
	Iteration 37Q: 3 clusters Score -2.959322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241445 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -29593218.000000 Penalty: 6148.413086
	Iteration 38Q: 3 clusters Score -2.959322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241446 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -29593236.000000 Penalty: 6148.413086
	Iteration 39Q: 3 clusters Score -2.959324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241446 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -29593236.000000 Penalty: 6148.413086
	Iteration 40F: 3 clusters Score -2.959324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Entering Unmasked Estep 
Score: -3917792.750000 Penalty: 2573.785645
	Iteration 0F: 2 clusters Score -3917793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -3895709.000000 Penalty: 5147.571289
	Iteration 0F: 3 clusters Score -3895709 nChanged 14552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -3903973.500000 Penalty: 5147.571289
	Iteration 1F: 3 clusters Score -3903974 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3904535.500000 Penalty: 5147.571289
	Iteration 2Q: 3 clusters Score -3904536 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -3905066.000000 Penalty: 5147.571289
	Iteration 3Q: 3 clusters Score -3905066 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -3905549.000000 Penalty: 5147.571289
	Iteration 4Q: 3 clusters Score -3905549 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -3905956.500000 Penalty: 5147.571289
	Iteration 5Q: 3 clusters Score -3905956 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -3906385.000000 Penalty: 5147.571289
	Iteration 6Q: 3 clusters Score -3906385 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3906882.750000 Penalty: 5147.571289
	Iteration 7Q: 3 clusters Score -3906883 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -3907450.500000 Penalty: 5147.571289
	Iteration 8Q: 3 clusters Score -3907450 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -3908123.000000 Penalty: 5147.571289
	Iteration 9Q: 3 clusters Score -3908123 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -3909005.250000 Penalty: 5147.571289
	Iteration 10Q: 3 clusters Score -3909005 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -3910045.000000 Penalty: 5147.571289
	Iteration 11Q: 3 clusters Score -3910045 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -3911042.750000 Penalty: 5147.571289
	Iteration 12Q: 3 clusters Score -3911043 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -3911926.500000 Penalty: 5147.571289
	Iteration 13Q: 3 clusters Score -3911926 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -3912649.250000 Penalty: 5147.571289
	Iteration 14Q: 3 clusters Score -3912649 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -3913229.250000 Penalty: 5147.571289
	Iteration 15Q: 3 clusters Score -3913229 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -3913698.500000 Penalty: 5147.571289
	Iteration 16Q: 3 clusters Score -3913698 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -3914066.000000 Penalty: 5147.571289
	Iteration 17Q: 3 clusters Score -3914066 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -3914367.000000 Penalty: 5147.571289
	Iteration 18Q: 3 clusters Score -3914367 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -3914652.250000 Penalty: 5147.571289
	Iteration 19Q: 3 clusters Score -3914652 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -3914870.000000 Penalty: 5147.571289
	Iteration 20F: 3 clusters Score -3914870 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3915039.250000 Penalty: 5147.571289
	Iteration 21Q: 3 clusters Score -3915039 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3915181.750000 Penalty: 5147.571289
	Iteration 22Q: 3 clusters Score -3915182 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3915303.750000 Penalty: 5147.571289
	Iteration 23Q: 3 clusters Score -3915304 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3915399.750000 Penalty: 5147.571289
	Iteration 24Q: 3 clusters Score -3915400 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3915466.000000 Penalty: 5147.571289
	Iteration 25Q: 3 clusters Score -3915466 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3915522.500000 Penalty: 5147.571289
	Iteration 26Q: 3 clusters Score -3915522 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3915560.500000 Penalty: 5147.571289
	Iteration 27Q: 3 clusters Score -3915560 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3915600.250000 Penalty: 5147.571289
	Iteration 28Q: 3 clusters Score -3915600 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3915631.250000 Penalty: 5147.571289
	Iteration 29Q: 3 clusters Score -3915631 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3915652.500000 Penalty: 5147.571289
	Iteration 30Q: 3 clusters Score -3915652 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3915673.250000 Penalty: 5147.571289
	Iteration 31Q: 3 clusters Score -3915673 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3915698.000000 Penalty: 5147.571289
	Iteration 32Q: 3 clusters Score -3915698 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3915706.750000 Penalty: 5147.571289
	Iteration 33Q: 3 clusters Score -3915707 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3915724.000000 Penalty: 5147.571289
	Iteration 34Q: 3 clusters Score -3915724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3915732.750000 Penalty: 5147.571289
	Iteration 35Q: 3 clusters Score -3915733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3915736.500000 Penalty: 5147.571289
	Iteration 36Q: 3 clusters Score -3915736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3915743.500000 Penalty: 5147.571289
	Iteration 37Q: 3 clusters Score -3915744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3915748.250000 Penalty: 5147.571289
	Iteration 38Q: 3 clusters Score -3915748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3915759.750000 Penalty: 5147.571289
	Iteration 39Q: 3 clusters Score -3915760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3915759.500000 Penalty: 5147.571289
	Iteration 40F: 3 clusters Score -3915760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3915767.750000 Penalty: 5147.571289
	Iteration 41Q: 3 clusters Score -3915768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3915769.750000 Penalty: 5147.571289
	Iteration 42Q: 3 clusters Score -3915770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3915770.750000 Penalty: 5147.571289
	Iteration 43Q: 3 clusters Score -3915771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3915782.000000 Penalty: 5147.571289
	Iteration 44Q: 3 clusters Score -3915782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3915789.750000 Penalty: 5147.571289
	Iteration 45Q: 3 clusters Score -3915790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3915785.500000 Penalty: 5147.571289
	Iteration 46Q: 3 clusters Score -3915786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3915788.500000 Penalty: 5147.571289
	Iteration 47Q: 3 clusters Score -3915788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3915796.000000 Penalty: 5147.571289
	Iteration 48Q: 3 clusters Score -3915796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3915801.750000 Penalty: 5147.571289
	Iteration 49Q: 3 clusters Score -3915802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3915804.500000 Penalty: 5147.571289
	Iteration 50Q: 3 clusters Score -3915804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3915802.750000 Penalty: 5147.571289
	Iteration 51Q: 3 clusters Score -3915803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3915803.250000 Penalty: 5147.571289
	Iteration 52Q: 3 clusters Score -3915803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3915806.000000 Penalty: 5147.571289
	Iteration 53Q: 3 clusters Score -3915806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3915811.750000 Penalty: 5147.571289
	Iteration 54Q: 3 clusters Score -3915812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3915810.750000 Penalty: 5147.571289
	Iteration 55Q: 3 clusters Score -3915811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3915808.750000 Penalty: 5147.571289
	Iteration 56Q: 3 clusters Score -3915809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3915808.250000 Penalty: 5147.571289
	Iteration 57Q: 3 clusters Score -3915808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3915809.500000 Penalty: 5147.571289
	Iteration 58Q: 3 clusters Score -3915810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3915808.500000 Penalty: 5147.571289
	Iteration 59Q: 3 clusters Score -3915808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3915808.000000 Penalty: 5147.571289
	Iteration 60F: 3 clusters Score -3915808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3915806.500000 Penalty: 5147.571289
	Iteration 61Q: 3 clusters Score -3915806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3915807.500000 Penalty: 5147.571289
	Iteration 62Q: 3 clusters Score -3915808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3915807.250000 Penalty: 5147.571289
	Iteration 63Q: 3 clusters Score -3915807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3915804.750000 Penalty: 5147.571289
	Iteration 64Q: 3 clusters Score -3915805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3915809.250000 Penalty: 5147.571289
	Iteration 65Q: 3 clusters Score -3915809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3915808.250000 Penalty: 5147.571289
	Iteration 66Q: 3 clusters Score -3915808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3915807.500000 Penalty: 5147.571289
	Iteration 67Q: 3 clusters Score -3915808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3915812.250000 Penalty: 5147.571289
	Iteration 68Q: 3 clusters Score -3915812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3915821.500000 Penalty: 5147.571289
	Iteration 69Q: 3 clusters Score -3915822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3915818.750000 Penalty: 5147.571289
	Iteration 70Q: 3 clusters Score -3915819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3915822.750000 Penalty: 5147.571289
	Iteration 71Q: 3 clusters Score -3915823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3915821.250000 Penalty: 5147.571289
	Iteration 72Q: 3 clusters Score -3915821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3915822.000000 Penalty: 5147.571289
	Iteration 73Q: 3 clusters Score -3915822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3915825.750000 Penalty: 5147.571289
	Iteration 74Q: 3 clusters Score -3915826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3915822.750000 Penalty: 5147.571289
	Iteration 75Q: 3 clusters Score -3915823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3915822.000000 Penalty: 5147.571289
	Iteration 76Q: 3 clusters Score -3915822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3915822.000000 Penalty: 5147.571289
	Iteration 77F: 3 clusters Score -3915822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Entering Unmasked Estep 
Score: -1111831.125000 Penalty: 2268.449707
	Iteration 0F: 2 clusters Score -1111831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1104523.125000 Penalty: 4536.899414
	Iteration 0F: 3 clusters Score -1104523 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1106678.375000 Penalty: 4536.899414
	Iteration 1F: 3 clusters Score -1106678 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1107022.000000 Penalty: 4536.899414
	Iteration 2F: 3 clusters Score -1107022 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1107247.750000 Penalty: 4536.899414
	Iteration 3F: 3 clusters Score -1107248 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1107414.125000 Penalty: 4536.899414
	Iteration 4Q: 3 clusters Score -1107414 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1107555.750000 Penalty: 4536.899414
	Iteration 5Q: 3 clusters Score -1107556 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1107670.500000 Penalty: 4536.899414
	Iteration 6Q: 3 clusters Score -1107670 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1107754.500000 Penalty: 4536.899414
	Iteration 7Q: 3 clusters Score -1107754 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1107848.500000 Penalty: 4536.899414
	Iteration 8Q: 3 clusters Score -1107848 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1107929.125000 Penalty: 4536.899414
	Iteration 9Q: 3 clusters Score -1107929 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1108016.875000 Penalty: 4536.899414
	Iteration 10Q: 3 clusters Score -1108017 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1108094.625000 Penalty: 4536.899414
	Iteration 11Q: 3 clusters Score -1108095 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1108170.125000 Penalty: 4536.899414
	Iteration 12Q: 3 clusters Score -1108170 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1108249.250000 Penalty: 4536.899414
	Iteration 13Q: 3 clusters Score -1108249 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1108339.250000 Penalty: 4536.899414
	Iteration 14Q: 3 clusters Score -1108339 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1108435.000000 Penalty: 4536.899414
	Iteration 15Q: 3 clusters Score -1108435 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1108539.500000 Penalty: 4536.899414
	Iteration 16Q: 3 clusters Score -1108540 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1108641.875000 Penalty: 4536.899414
	Iteration 17Q: 3 clusters Score -1108642 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1108740.500000 Penalty: 4536.899414
	Iteration 18Q: 3 clusters Score -1108740 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1108828.500000 Penalty: 4536.899414
	Iteration 19Q: 3 clusters Score -1108828 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1108934.875000 Penalty: 4536.899414
	Iteration 20F: 3 clusters Score -1108935 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1109021.875000 Penalty: 4536.899414
	Iteration 21Q: 3 clusters Score -1109022 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1109137.625000 Penalty: 4536.899414
	Iteration 22Q: 3 clusters Score -1109138 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1109251.625000 Penalty: 4536.899414
	Iteration 23Q: 3 clusters Score -1109252 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1109357.750000 Penalty: 4536.899414
	Iteration 24Q: 3 clusters Score -1109358 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1109448.875000 Penalty: 4536.899414
	Iteration 25Q: 3 clusters Score -1109449 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1109514.750000 Penalty: 4536.899414
	Iteration 26Q: 3 clusters Score -1109515 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1109567.500000 Penalty: 4536.899414
	Iteration 27Q: 3 clusters Score -1109568 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1109623.875000 Penalty: 4536.899414
	Iteration 28Q: 3 clusters Score -1109624 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1109654.875000 Penalty: 4536.899414
	Iteration 29Q: 3 clusters Score -1109655 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1109685.625000 Penalty: 4536.899414
	Iteration 30Q: 3 clusters Score -1109686 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1109729.250000 Penalty: 4536.899414
	Iteration 31Q: 3 clusters Score -1109729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1109757.875000 Penalty: 4536.899414
	Iteration 32Q: 3 clusters Score -1109758 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1109784.250000 Penalty: 4536.899414
	Iteration 33Q: 3 clusters Score -1109784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1109800.125000 Penalty: 4536.899414
	Iteration 34Q: 3 clusters Score -1109800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1109820.250000 Penalty: 4536.899414
	Iteration 35Q: 3 clusters Score -1109820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1109829.500000 Penalty: 4536.899414
	Iteration 36Q: 3 clusters Score -1109830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1109836.625000 Penalty: 4536.899414
	Iteration 37Q: 3 clusters Score -1109837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1109844.000000 Penalty: 4536.899414
	Iteration 38Q: 3 clusters Score -1109844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1109847.125000 Penalty: 4536.899414
	Iteration 39Q: 3 clusters Score -1109847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1109856.250000 Penalty: 4536.899414
	Iteration 40F: 3 clusters Score -1109856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1109865.500000 Penalty: 4536.899414
	Iteration 41Q: 3 clusters Score -1109866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1109868.250000 Penalty: 4536.899414
	Iteration 42Q: 3 clusters Score -1109868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1109873.000000 Penalty: 4536.899414
	Iteration 43Q: 3 clusters Score -1109873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1109879.250000 Penalty: 4536.899414
	Iteration 44Q: 3 clusters Score -1109879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1109886.625000 Penalty: 4536.899414
	Iteration 45Q: 3 clusters Score -1109887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1109892.875000 Penalty: 4536.899414
	Iteration 46Q: 3 clusters Score -1109893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1109898.250000 Penalty: 4536.899414
	Iteration 47Q: 3 clusters Score -1109898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1109900.125000 Penalty: 4536.899414
	Iteration 48Q: 3 clusters Score -1109900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1109901.750000 Penalty: 4536.899414
	Iteration 49Q: 3 clusters Score -1109902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1109901.750000 Penalty: 4536.899414
	Iteration 50F: 3 clusters Score -1109902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (63994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63994 members 
Entering Unmasked Estep 
Score: -7270496.500000 Penalty: 2744.502930
	Iteration 0F: 2 clusters Score -7270496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -7227601.000000 Penalty: 5489.005859
	Iteration 0F: 3 clusters Score -7227601 nChanged 29739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -7244930.500000 Penalty: 5489.005859
	Iteration 1F: 3 clusters Score -7244930 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -7246323.000000 Penalty: 5489.005859
	Iteration 2Q: 3 clusters Score -7246323 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -7247887.500000 Penalty: 5489.005859
	Iteration 3F: 3 clusters Score -7247888 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -7249546.000000 Penalty: 5489.005859
	Iteration 4F: 3 clusters Score -7249546 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -7251283.500000 Penalty: 5489.005859
	Iteration 5F: 3 clusters Score -7251284 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -7253138.000000 Penalty: 5489.005859
	Iteration 6F: 3 clusters Score -7253138 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -7255042.500000 Penalty: 5489.005859
	Iteration 7F: 3 clusters Score -7255042 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -7256862.000000 Penalty: 5489.005859
	Iteration 8F: 3 clusters Score -7256862 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -7258360.500000 Penalty: 5489.005859
	Iteration 9Q: 3 clusters Score -7258360 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -7259493.500000 Penalty: 5489.005859
	Iteration 10Q: 3 clusters Score -7259494 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -7260281.000000 Penalty: 5489.005859
	Iteration 11Q: 3 clusters Score -7260281 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -7260970.000000 Penalty: 5489.005859
	Iteration 12Q: 3 clusters Score -7260970 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -7261419.500000 Penalty: 5489.005859
	Iteration 13Q: 3 clusters Score -7261420 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -7261886.000000 Penalty: 5489.005859
	Iteration 14Q: 3 clusters Score -7261886 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -7262192.500000 Penalty: 5489.005859
	Iteration 15Q: 3 clusters Score -7262192 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -7262440.500000 Penalty: 5489.005859
	Iteration 16Q: 3 clusters Score -7262440 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -7262646.500000 Penalty: 5489.005859
	Iteration 17Q: 3 clusters Score -7262646 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -7262781.500000 Penalty: 5489.005859
	Iteration 18Q: 3 clusters Score -7262782 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -7262910.000000 Penalty: 5489.005859
	Iteration 19Q: 3 clusters Score -7262910 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -7263023.000000 Penalty: 5489.005859
	Iteration 20F: 3 clusters Score -7263023 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -7263156.500000 Penalty: 5489.005859
	Iteration 21Q: 3 clusters Score -7263156 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -7263308.500000 Penalty: 5489.005859
	Iteration 22Q: 3 clusters Score -7263308 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -7263466.000000 Penalty: 5489.005859
	Iteration 23Q: 3 clusters Score -7263466 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -7263588.500000 Penalty: 5489.005859
	Iteration 24Q: 3 clusters Score -7263588 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -7263759.000000 Penalty: 5489.005859
	Iteration 25Q: 3 clusters Score -7263759 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -7263910.000000 Penalty: 5489.005859
	Iteration 26Q: 3 clusters Score -7263910 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -7264019.500000 Penalty: 5489.005859
	Iteration 27Q: 3 clusters Score -7264020 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -7264168.000000 Penalty: 5489.005859
	Iteration 28Q: 3 clusters Score -7264168 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -7264355.500000 Penalty: 5489.005859
	Iteration 29Q: 3 clusters Score -7264356 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -7264488.000000 Penalty: 5489.005859
	Iteration 30Q: 3 clusters Score -7264488 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -7264709.000000 Penalty: 5489.005859
	Iteration 31Q: 3 clusters Score -7264709 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -7264926.500000 Penalty: 5489.005859
	Iteration 32Q: 3 clusters Score -7264926 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -7265127.500000 Penalty: 5489.005859
	Iteration 33Q: 3 clusters Score -7265128 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -7265274.500000 Penalty: 5489.005859
	Iteration 34Q: 3 clusters Score -7265274 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -7265385.000000 Penalty: 5489.005859
	Iteration 35Q: 3 clusters Score -7265385 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -7265571.000000 Penalty: 5489.005859
	Iteration 36Q: 3 clusters Score -7265571 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 52511 members 
Entering Unmasked Estep 
Score: -7265753.000000 Penalty: 5489.005859
	Iteration 37Q: 3 clusters Score -7265753 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -7265908.500000 Penalty: 5489.005859
	Iteration 38Q: 3 clusters Score -7265908 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 53519 members 
Entering Unmasked Estep 
Score: -7266003.500000 Penalty: 5489.005859
	Iteration 39Q: 3 clusters Score -7266004 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -7266137.000000 Penalty: 5489.005859
	Iteration 40F: 3 clusters Score -7266137 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -7266252.000000 Penalty: 5489.005859
	Iteration 41Q: 3 clusters Score -7266252 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 54937 members 
Entering Unmasked Estep 
Score: -7266364.500000 Penalty: 5489.005859
	Iteration 42Q: 3 clusters Score -7266364 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 55384 members 
Entering Unmasked Estep 
Score: -7266476.000000 Penalty: 5489.005859
	Iteration 43Q: 3 clusters Score -7266476 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 55849 members 
Entering Unmasked Estep 
Score: -7266638.000000 Penalty: 5489.005859
	Iteration 44Q: 3 clusters Score -7266638 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 56290 members 
Entering Unmasked Estep 
Score: -7266790.500000 Penalty: 5489.005859
	Iteration 45Q: 3 clusters Score -7266790 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -7266916.500000 Penalty: 5489.005859
	Iteration 46Q: 3 clusters Score -7266916 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 57152 members 
Entering Unmasked Estep 
Score: -7267040.500000 Penalty: 5489.005859
	Iteration 47Q: 3 clusters Score -7267040 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 57535 members 
Entering Unmasked Estep 
Score: -7267151.500000 Penalty: 5489.005859
	Iteration 48Q: 3 clusters Score -7267152 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 57897 members 
Entering Unmasked Estep 
Score: -7267257.000000 Penalty: 5489.005859
	Iteration 49Q: 3 clusters Score -7267257 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 58228 members 
Entering Unmasked Estep 
Score: -7267345.500000 Penalty: 5489.005859
	Iteration 50Q: 3 clusters Score -7267346 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 58520 members 
Entering Unmasked Estep 
Score: -7267454.500000 Penalty: 5489.005859
	Iteration 51Q: 3 clusters Score -7267454 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -7267556.000000 Penalty: 5489.005859
	Iteration 52Q: 3 clusters Score -7267556 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 59045 members 
Entering Unmasked Estep 
Score: -7267605.500000 Penalty: 5489.005859
	Iteration 53Q: 3 clusters Score -7267606 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -7267706.000000 Penalty: 5489.005859
	Iteration 54Q: 3 clusters Score -7267706 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 59508 members 
Entering Unmasked Estep 
Score: -7267776.000000 Penalty: 5489.005859
	Iteration 55Q: 3 clusters Score -7267776 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -7267843.000000 Penalty: 5489.005859
	Iteration 56Q: 3 clusters Score -7267843 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 59961 members 
Entering Unmasked Estep 
Score: -7267920.500000 Penalty: 5489.005859
	Iteration 57Q: 3 clusters Score -7267920 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 60187 members 
Entering Unmasked Estep 
Score: -7267989.000000 Penalty: 5489.005859
	Iteration 58Q: 3 clusters Score -7267989 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 60397 members 
Entering Unmasked Estep 
Score: -7268068.500000 Penalty: 5489.005859
	Iteration 59Q: 3 clusters Score -7268068 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 60598 members 
Entering Unmasked Estep 
Score: -7268112.500000 Penalty: 5489.005859
	Iteration 60F: 3 clusters Score -7268112 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 60777 members 
Entering Unmasked Estep 
Score: -7268152.500000 Penalty: 5489.005859
	Iteration 61Q: 3 clusters Score -7268152 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 60927 members 
Entering Unmasked Estep 
Score: -7268204.000000 Penalty: 5489.005859
	Iteration 62Q: 3 clusters Score -7268204 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 61058 members 
Entering Unmasked Estep 
Score: -7268248.000000 Penalty: 5489.005859
	Iteration 63Q: 3 clusters Score -7268248 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 61188 members 
Entering Unmasked Estep 
Score: -7268313.000000 Penalty: 5489.005859
	Iteration 64Q: 3 clusters Score -7268313 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 61298 members 
Entering Unmasked Estep 
Score: -7268362.500000 Penalty: 5489.005859
	Iteration 65Q: 3 clusters Score -7268362 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 61381 members 
Entering Unmasked Estep 
Score: -7268385.000000 Penalty: 5489.005859
	Iteration 66Q: 3 clusters Score -7268385 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 61463 members 
Entering Unmasked Estep 
Score: -7268409.000000 Penalty: 5489.005859
	Iteration 67Q: 3 clusters Score -7268409 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 61543 members 
Entering Unmasked Estep 
Score: -7268451.500000 Penalty: 5489.005859
	Iteration 68Q: 3 clusters Score -7268452 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 61613 members 
Entering Unmasked Estep 
Score: -7268466.500000 Penalty: 5489.005859
	Iteration 69Q: 3 clusters Score -7268466 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 61670 members 
Entering Unmasked Estep 
Score: -7268468.000000 Penalty: 5489.005859
	Iteration 70Q: 3 clusters Score -7268468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 61713 members 
Entering Unmasked Estep 
Score: -7268481.500000 Penalty: 5489.005859
	Iteration 71Q: 3 clusters Score -7268482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 61747 members 
Entering Unmasked Estep 
Score: -7268504.500000 Penalty: 5489.005859
	Iteration 72Q: 3 clusters Score -7268504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 61779 members 
Entering Unmasked Estep 
Score: -7268491.000000 Penalty: 5489.005859
	Iteration 73Q: 3 clusters Score -7268491 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -7268501.000000 Penalty: 5489.005859
	Iteration 74Q: 3 clusters Score -7268501 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 61845 members 
Entering Unmasked Estep 
Score: -7268524.000000 Penalty: 5489.005859
	Iteration 75Q: 3 clusters Score -7268524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 61876 members 
Entering Unmasked Estep 
Score: -7268525.000000 Penalty: 5489.005859
	Iteration 76Q: 3 clusters Score -7268525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 61900 members 
Entering Unmasked Estep 
Score: -7268531.500000 Penalty: 5489.005859
	Iteration 77Q: 3 clusters Score -7268532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 61922 members 
Entering Unmasked Estep 
Score: -7268530.000000 Penalty: 5489.005859
	Iteration 78Q: 3 clusters Score -7268530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 61936 members 
Entering Unmasked Estep 
Score: -7268547.500000 Penalty: 5489.005859
	Iteration 79Q: 3 clusters Score -7268548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 61957 members 
Entering Unmasked Estep 
Score: -7268555.000000 Penalty: 5489.005859
	Iteration 80F: 3 clusters Score -7268555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 61967 members 
Entering Unmasked Estep 
Score: -7268557.000000 Penalty: 5489.005859
	Iteration 81Q: 3 clusters Score -7268557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 61974 members 
Entering Unmasked Estep 
Score: -7268564.500000 Penalty: 5489.005859
	Iteration 82Q: 3 clusters Score -7268564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 61985 members 
Entering Unmasked Estep 
Score: -7268556.000000 Penalty: 5489.005859
	Iteration 83Q: 3 clusters Score -7268556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 61995 members 
Entering Unmasked Estep 
Score: -7268566.000000 Penalty: 5489.005859
	Iteration 84Q: 3 clusters Score -7268566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
Score: -7268570.000000 Penalty: 5489.005859
	Iteration 85Q: 3 clusters Score -7268570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 62015 members 
Entering Unmasked Estep 
Score: -7268575.000000 Penalty: 5489.005859
	Iteration 86Q: 3 clusters Score -7268575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 62026 members 
Entering Unmasked Estep 
Score: -7268581.000000 Penalty: 5489.005859
	Iteration 87Q: 3 clusters Score -7268581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 62037 members 
Entering Unmasked Estep 
Score: -7268572.500000 Penalty: 5489.005859
	Iteration 88Q: 3 clusters Score -7268572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 62044 members 
Entering Unmasked Estep 
Score: -7268579.500000 Penalty: 5489.005859
	Iteration 89Q: 3 clusters Score -7268580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
Score: -7268582.500000 Penalty: 5489.005859
	Iteration 90Q: 3 clusters Score -7268582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 62052 members 
Entering Unmasked Estep 
Score: -7268588.000000 Penalty: 5489.005859
	Iteration 91Q: 3 clusters Score -7268588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 62054 members 
Entering Unmasked Estep 
Score: -7268587.500000 Penalty: 5489.005859
	Iteration 92Q: 3 clusters Score -7268588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 62056 members 
Entering Unmasked Estep 
Score: -7268589.000000 Penalty: 5489.005859
	Iteration 93Q: 3 clusters Score -7268589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 62057 members 
Entering Unmasked Estep 
Score: -7268587.000000 Penalty: 5489.005859
	Iteration 94Q: 3 clusters Score -7268587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 62059 members 
Entering Unmasked Estep 
Score: -7268584.000000 Penalty: 5489.005859
	Iteration 95Q: 3 clusters Score -7268584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 62061 members 
Entering Unmasked Estep 
Score: -7268587.500000 Penalty: 5489.005859
	Iteration 96Q: 3 clusters Score -7268588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 62065 members 
Entering Unmasked Estep 
Score: -7268582.000000 Penalty: 5489.005859
	Iteration 97Q: 3 clusters Score -7268582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 62069 members 
Entering Unmasked Estep 
Score: -7268576.500000 Penalty: 5489.005859
	Iteration 98Q: 3 clusters Score -7268576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 62072 members 
Entering Unmasked Estep 
Score: -7268580.000000 Penalty: 5489.005859
	Iteration 99Q: 3 clusters Score -7268580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 62077 members 
Entering Unmasked Estep 
Score: -7268584.500000 Penalty: 5489.005859
	Iteration 100F: 3 clusters Score -7268584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 62084 members 
Entering Unmasked Estep 
Score: -7268579.000000 Penalty: 5489.005859
	Iteration 101Q: 3 clusters Score -7268579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 62088 members 
Entering Unmasked Estep 
Score: -7268578.000000 Penalty: 5489.005859
	Iteration 102Q: 3 clusters Score -7268578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 62091 members 
Entering Unmasked Estep 
Score: -7268582.000000 Penalty: 5489.005859
	Iteration 103Q: 3 clusters Score -7268582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 62092 members 
Entering Unmasked Estep 
Score: -7268581.000000 Penalty: 5489.005859
	Iteration 104Q: 3 clusters Score -7268581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 62094 members 
Entering Unmasked Estep 
Score: -7268576.500000 Penalty: 5489.005859
	Iteration 105Q: 3 clusters Score -7268576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 62096 members 
Entering Unmasked Estep 
Score: -7268575.500000 Penalty: 5489.005859
	Iteration 106Q: 3 clusters Score -7268576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 62099 members 
Entering Unmasked Estep 
Score: -7268576.500000 Penalty: 5489.005859
	Iteration 107Q: 3 clusters Score -7268576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 62103 members 
Entering Unmasked Estep 
Score: -7268572.500000 Penalty: 5489.005859
	Iteration 108Q: 3 clusters Score -7268572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 62104 members 
Entering Unmasked Estep 
Score: -7268580.500000 Penalty: 5489.005859
	Iteration 109Q: 3 clusters Score -7268580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -7268580.000000 Penalty: 5489.005859
	Iteration 110Q: 3 clusters Score -7268580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -7268582.500000 Penalty: 5489.005859
	Iteration 111Q: 3 clusters Score -7268582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -7268578.000000 Penalty: 5489.005859
	Iteration 112Q: 3 clusters Score -7268578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -7268578.000000 Penalty: 5489.005859
	Iteration 113F: 3 clusters Score -7268578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Entering Unmasked Estep 
Score: -3175763.750000 Penalty: 2520.567871
	Iteration 0F: 2 clusters Score -3175764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -3157980.250000 Penalty: 5041.135742
	Iteration 0F: 3 clusters Score -3157980 nChanged 11531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -3164235.000000 Penalty: 5041.135742
	Iteration 1F: 3 clusters Score -3164235 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -3164803.250000 Penalty: 5041.135742
	Iteration 2F: 3 clusters Score -3164803 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -3165348.000000 Penalty: 5041.135742
	Iteration 3Q: 3 clusters Score -3165348 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3165868.500000 Penalty: 5041.135742
	Iteration 4Q: 3 clusters Score -3165868 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -3166437.250000 Penalty: 5041.135742
	Iteration 5Q: 3 clusters Score -3166437 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3167070.250000 Penalty: 5041.135742
	Iteration 6Q: 3 clusters Score -3167070 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -3167644.750000 Penalty: 5041.135742
	Iteration 7Q: 3 clusters Score -3167645 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -3168103.250000 Penalty: 5041.135742
	Iteration 8Q: 3 clusters Score -3168103 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -3168518.000000 Penalty: 5041.135742
	Iteration 9Q: 3 clusters Score -3168518 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -3168871.500000 Penalty: 5041.135742
	Iteration 10Q: 3 clusters Score -3168872 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -3169200.000000 Penalty: 5041.135742
	Iteration 11Q: 3 clusters Score -3169200 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -3169509.500000 Penalty: 5041.135742
	Iteration 12Q: 3 clusters Score -3169510 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -3169800.250000 Penalty: 5041.135742
	Iteration 13Q: 3 clusters Score -3169800 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -3170001.750000 Penalty: 5041.135742
	Iteration 14Q: 3 clusters Score -3170002 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -3170237.750000 Penalty: 5041.135742
	Iteration 15Q: 3 clusters Score -3170238 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -3170456.250000 Penalty: 5041.135742
	Iteration 16Q: 3 clusters Score -3170456 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -3170674.500000 Penalty: 5041.135742
	Iteration 17Q: 3 clusters Score -3170674 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -3170861.000000 Penalty: 5041.135742
	Iteration 18Q: 3 clusters Score -3170861 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -3171059.000000 Penalty: 5041.135742
	Iteration 19Q: 3 clusters Score -3171059 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -3171279.750000 Penalty: 5041.135742
	Iteration 20F: 3 clusters Score -3171280 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -3171468.000000 Penalty: 5041.135742
	Iteration 21Q: 3 clusters Score -3171468 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -3171672.250000 Penalty: 5041.135742
	Iteration 22Q: 3 clusters Score -3171672 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -3171862.250000 Penalty: 5041.135742
	Iteration 23Q: 3 clusters Score -3171862 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -3172064.750000 Penalty: 5041.135742
	Iteration 24Q: 3 clusters Score -3172065 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -3172264.500000 Penalty: 5041.135742
	Iteration 25Q: 3 clusters Score -3172264 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -3172436.500000 Penalty: 5041.135742
	Iteration 26Q: 3 clusters Score -3172436 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3172596.750000 Penalty: 5041.135742
	Iteration 27Q: 3 clusters Score -3172597 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -3172754.500000 Penalty: 5041.135742
	Iteration 28Q: 3 clusters Score -3172754 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3172879.250000 Penalty: 5041.135742
	Iteration 29Q: 3 clusters Score -3172879 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3173012.750000 Penalty: 5041.135742
	Iteration 30Q: 3 clusters Score -3173013 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3173141.500000 Penalty: 5041.135742
	Iteration 31Q: 3 clusters Score -3173142 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3173237.750000 Penalty: 5041.135742
	Iteration 32Q: 3 clusters Score -3173238 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3173296.500000 Penalty: 5041.135742
	Iteration 33Q: 3 clusters Score -3173296 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3173371.000000 Penalty: 5041.135742
	Iteration 34Q: 3 clusters Score -3173371 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3173401.000000 Penalty: 5041.135742
	Iteration 35Q: 3 clusters Score -3173401 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3173453.500000 Penalty: 5041.135742
	Iteration 36Q: 3 clusters Score -3173454 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3173492.000000 Penalty: 5041.135742
	Iteration 37Q: 3 clusters Score -3173492 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3173522.250000 Penalty: 5041.135742
	Iteration 38Q: 3 clusters Score -3173522 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3173554.250000 Penalty: 5041.135742
	Iteration 39Q: 3 clusters Score -3173554 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3173585.000000 Penalty: 5041.135742
	Iteration 40F: 3 clusters Score -3173585 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3173607.000000 Penalty: 5041.135742
	Iteration 41Q: 3 clusters Score -3173607 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3173627.000000 Penalty: 5041.135742
	Iteration 42Q: 3 clusters Score -3173627 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3173646.000000 Penalty: 5041.135742
	Iteration 43Q: 3 clusters Score -3173646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3173652.000000 Penalty: 5041.135742
	Iteration 44Q: 3 clusters Score -3173652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3173669.500000 Penalty: 5041.135742
	Iteration 45Q: 3 clusters Score -3173670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3173678.000000 Penalty: 5041.135742
	Iteration 46Q: 3 clusters Score -3173678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3173689.000000 Penalty: 5041.135742
	Iteration 47Q: 3 clusters Score -3173689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3173695.000000 Penalty: 5041.135742
	Iteration 48Q: 3 clusters Score -3173695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3173696.500000 Penalty: 5041.135742
	Iteration 49Q: 3 clusters Score -3173696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3173704.000000 Penalty: 5041.135742
	Iteration 50Q: 3 clusters Score -3173704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3173705.000000 Penalty: 5041.135742
	Iteration 51Q: 3 clusters Score -3173705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3173714.000000 Penalty: 5041.135742
	Iteration 52Q: 3 clusters Score -3173714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3173716.500000 Penalty: 5041.135742
	Iteration 53Q: 3 clusters Score -3173716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3173719.750000 Penalty: 5041.135742
	Iteration 54Q: 3 clusters Score -3173720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3173718.250000 Penalty: 5041.135742
	Iteration 55Q: 3 clusters Score -3173718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3173719.000000 Penalty: 5041.135742
	Iteration 56Q: 3 clusters Score -3173719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3173718.750000 Penalty: 5041.135742
	Iteration 57Q: 3 clusters Score -3173719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3173723.000000 Penalty: 5041.135742
	Iteration 58Q: 3 clusters Score -3173723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3173720.500000 Penalty: 5041.135742
	Iteration 59Q: 3 clusters Score -3173720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3173723.000000 Penalty: 5041.135742
	Iteration 60F: 3 clusters Score -3173723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3173726.000000 Penalty: 5041.135742
	Iteration 61Q: 3 clusters Score -3173726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3173727.750000 Penalty: 5041.135742
	Iteration 62Q: 3 clusters Score -3173728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3173727.500000 Penalty: 5041.135742
	Iteration 63Q: 3 clusters Score -3173728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3173727.500000 Penalty: 5041.135742
	Iteration 64F: 3 clusters Score -3173728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Entering Unmasked Estep 
Score: -3766035.000000 Penalty: 2563.058350
	Iteration 0F: 2 clusters Score -3766035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -3745075.750000 Penalty: 5126.116699
	Iteration 0F: 3 clusters Score -3745076 nChanged 13783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -3752756.250000 Penalty: 5126.116699
	Iteration 1F: 3 clusters Score -3752756 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -3753377.000000 Penalty: 5126.116699
	Iteration 2F: 3 clusters Score -3753377 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -3753932.000000 Penalty: 5126.116699
	Iteration 3Q: 3 clusters Score -3753932 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -3754533.750000 Penalty: 5126.116699
	Iteration 4Q: 3 clusters Score -3754534 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -3755239.000000 Penalty: 5126.116699
	Iteration 5Q: 3 clusters Score -3755239 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -3756104.500000 Penalty: 5126.116699
	Iteration 6F: 3 clusters Score -3756104 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -3757165.000000 Penalty: 5126.116699
	Iteration 7F: 3 clusters Score -3757165 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -3758309.000000 Penalty: 5126.116699
	Iteration 8F: 3 clusters Score -3758309 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -3759622.000000 Penalty: 5126.116699
	Iteration 9F: 3 clusters Score -3759622 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -3760862.500000 Penalty: 5126.116699
	Iteration 10Q: 3 clusters Score -3760862 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -3761898.750000 Penalty: 5126.116699
	Iteration 11Q: 3 clusters Score -3761899 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -3762631.750000 Penalty: 5126.116699
	Iteration 12Q: 3 clusters Score -3762632 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -3763045.000000 Penalty: 5126.116699
	Iteration 13Q: 3 clusters Score -3763045 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -3763339.000000 Penalty: 5126.116699
	Iteration 14Q: 3 clusters Score -3763339 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -3763492.500000 Penalty: 5126.116699
	Iteration 15Q: 3 clusters Score -3763492 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -3763590.000000 Penalty: 5126.116699
	Iteration 16Q: 3 clusters Score -3763590 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -3763659.250000 Penalty: 5126.116699
	Iteration 17Q: 3 clusters Score -3763659 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -3763690.500000 Penalty: 5126.116699
	Iteration 18Q: 3 clusters Score -3763690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -3763716.750000 Penalty: 5126.116699
	Iteration 19Q: 3 clusters Score -3763717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -3763747.000000 Penalty: 5126.116699
	Iteration 20F: 3 clusters Score -3763747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -3763756.500000 Penalty: 5126.116699
	Iteration 21Q: 3 clusters Score -3763756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -3763765.000000 Penalty: 5126.116699
	Iteration 22Q: 3 clusters Score -3763765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -3763772.250000 Penalty: 5126.116699
	Iteration 23Q: 3 clusters Score -3763772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -3763773.250000 Penalty: 5126.116699
	Iteration 24Q: 3 clusters Score -3763773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -3763780.000000 Penalty: 5126.116699
	Iteration 25Q: 3 clusters Score -3763780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -3763782.500000 Penalty: 5126.116699
	Iteration 26Q: 3 clusters Score -3763782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -3763789.250000 Penalty: 5126.116699
	Iteration 27Q: 3 clusters Score -3763789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -3763794.000000 Penalty: 5126.116699
	Iteration 28Q: 3 clusters Score -3763794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -3763795.750000 Penalty: 5126.116699
	Iteration 29Q: 3 clusters Score -3763796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -3763805.250000 Penalty: 5126.116699
	Iteration 30Q: 3 clusters Score -3763805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -3763811.000000 Penalty: 5126.116699
	Iteration 31Q: 3 clusters Score -3763811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -3763813.750000 Penalty: 5126.116699
	Iteration 32Q: 3 clusters Score -3763814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -3763820.250000 Penalty: 5126.116699
	Iteration 33Q: 3 clusters Score -3763820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -3763824.000000 Penalty: 5126.116699
	Iteration 34Q: 3 clusters Score -3763824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -3763821.000000 Penalty: 5126.116699
	Iteration 35Q: 3 clusters Score -3763821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -3763821.500000 Penalty: 5126.116699
	Iteration 36Q: 3 clusters Score -3763822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -3763823.000000 Penalty: 5126.116699
	Iteration 37Q: 3 clusters Score -3763823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -3763823.000000 Penalty: 5126.116699
	Iteration 38F: 3 clusters Score -3763823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Entering Unmasked Estep 
Score: -4740590.500000 Penalty: 2619.906006
	Iteration 0F: 2 clusters Score -4740590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -4714287.000000 Penalty: 5239.812012
	Iteration 0F: 3 clusters Score -4714287 nChanged 17786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -4724036.000000 Penalty: 5239.812012
	Iteration 1F: 3 clusters Score -4724036 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -4724552.500000 Penalty: 5239.812012
	Iteration 2Q: 3 clusters Score -4724552 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -4725197.500000 Penalty: 5239.812012
	Iteration 3Q: 3 clusters Score -4725198 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -4725845.000000 Penalty: 5239.812012
	Iteration 4Q: 3 clusters Score -4725845 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -4726522.000000 Penalty: 5239.812012
	Iteration 5Q: 3 clusters Score -4726522 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -4727257.500000 Penalty: 5239.812012
	Iteration 6Q: 3 clusters Score -4727258 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -4728002.500000 Penalty: 5239.812012
	Iteration 7Q: 3 clusters Score -4728002 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -4728746.500000 Penalty: 5239.812012
	Iteration 8Q: 3 clusters Score -4728746 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -4729445.500000 Penalty: 5239.812012
	Iteration 9Q: 3 clusters Score -4729446 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -4730114.000000 Penalty: 5239.812012
	Iteration 10Q: 3 clusters Score -4730114 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -4730567.000000 Penalty: 5239.812012
	Iteration 11Q: 3 clusters Score -4730567 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -4730994.500000 Penalty: 5239.812012
	Iteration 12Q: 3 clusters Score -4730994 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -4731365.500000 Penalty: 5239.812012
	Iteration 13Q: 3 clusters Score -4731366 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -4731684.000000 Penalty: 5239.812012
	Iteration 14Q: 3 clusters Score -4731684 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -4731973.500000 Penalty: 5239.812012
	Iteration 15Q: 3 clusters Score -4731974 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -4732219.000000 Penalty: 5239.812012
	Iteration 16Q: 3 clusters Score -4732219 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -4732459.000000 Penalty: 5239.812012
	Iteration 17Q: 3 clusters Score -4732459 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -4732668.000000 Penalty: 5239.812012
	Iteration 18Q: 3 clusters Score -4732668 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -4732803.000000 Penalty: 5239.812012
	Iteration 19Q: 3 clusters Score -4732803 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -4732918.000000 Penalty: 5239.812012
	Iteration 20F: 3 clusters Score -4732918 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -4733003.500000 Penalty: 5239.812012
	Iteration 21Q: 3 clusters Score -4733004 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -4733089.500000 Penalty: 5239.812012
	Iteration 22Q: 3 clusters Score -4733090 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -4733170.500000 Penalty: 5239.812012
	Iteration 23Q: 3 clusters Score -4733170 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -4733249.000000 Penalty: 5239.812012
	Iteration 24Q: 3 clusters Score -4733249 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -4733332.500000 Penalty: 5239.812012
	Iteration 25Q: 3 clusters Score -4733332 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -4733478.500000 Penalty: 5239.812012
	Iteration 26Q: 3 clusters Score -4733478 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -4733585.500000 Penalty: 5239.812012
	Iteration 27Q: 3 clusters Score -4733586 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -4733697.500000 Penalty: 5239.812012
	Iteration 28Q: 3 clusters Score -4733698 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -4733847.000000 Penalty: 5239.812012
	Iteration 29Q: 3 clusters Score -4733847 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -4734017.000000 Penalty: 5239.812012
	Iteration 30Q: 3 clusters Score -4734017 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -4734198.500000 Penalty: 5239.812012
	Iteration 31Q: 3 clusters Score -4734198 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -4734466.000000 Penalty: 5239.812012
	Iteration 32Q: 3 clusters Score -4734466 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -4734754.500000 Penalty: 5239.812012
	Iteration 33Q: 3 clusters Score -4734754 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -4735114.000000 Penalty: 5239.812012
	Iteration 34Q: 3 clusters Score -4735114 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -4735524.500000 Penalty: 5239.812012
	Iteration 35Q: 3 clusters Score -4735524 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -4735993.500000 Penalty: 5239.812012
	Iteration 36Q: 3 clusters Score -4735994 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -4736480.500000 Penalty: 5239.812012
	Iteration 37Q: 3 clusters Score -4736480 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -4736978.500000 Penalty: 5239.812012
	Iteration 38Q: 3 clusters Score -4736978 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -4737443.500000 Penalty: 5239.812012
	Iteration 39Q: 3 clusters Score -4737444 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -4737847.500000 Penalty: 5239.812012
	Iteration 40F: 3 clusters Score -4737848 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -4738168.000000 Penalty: 5239.812012
	Iteration 41Q: 3 clusters Score -4738168 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -4738379.000000 Penalty: 5239.812012
	Iteration 42Q: 3 clusters Score -4738379 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -4738542.000000 Penalty: 5239.812012
	Iteration 43Q: 3 clusters Score -4738542 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -4738650.500000 Penalty: 5239.812012
	Iteration 44Q: 3 clusters Score -4738650 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -4738718.500000 Penalty: 5239.812012
	Iteration 45Q: 3 clusters Score -4738718 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -4738790.000000 Penalty: 5239.812012
	Iteration 46Q: 3 clusters Score -4738790 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -4738860.500000 Penalty: 5239.812012
	Iteration 47Q: 3 clusters Score -4738860 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -4738930.000000 Penalty: 5239.812012
	Iteration 48Q: 3 clusters Score -4738930 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -4738997.000000 Penalty: 5239.812012
	Iteration 49Q: 3 clusters Score -4738997 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -4739060.000000 Penalty: 5239.812012
	Iteration 50Q: 3 clusters Score -4739060 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -4739096.000000 Penalty: 5239.812012
	Iteration 51Q: 3 clusters Score -4739096 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -4739134.000000 Penalty: 5239.812012
	Iteration 52Q: 3 clusters Score -4739134 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -4739166.500000 Penalty: 5239.812012
	Iteration 53Q: 3 clusters Score -4739166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -4739181.500000 Penalty: 5239.812012
	Iteration 54Q: 3 clusters Score -4739182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -4739188.500000 Penalty: 5239.812012
	Iteration 55Q: 3 clusters Score -4739188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -4739206.000000 Penalty: 5239.812012
	Iteration 56Q: 3 clusters Score -4739206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -4739220.500000 Penalty: 5239.812012
	Iteration 57Q: 3 clusters Score -4739220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -4739240.500000 Penalty: 5239.812012
	Iteration 58Q: 3 clusters Score -4739240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -4739248.500000 Penalty: 5239.812012
	Iteration 59Q: 3 clusters Score -4739248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -4739250.500000 Penalty: 5239.812012
	Iteration 60F: 3 clusters Score -4739250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -4739250.500000 Penalty: 5239.812012
	Iteration 61Q: 3 clusters Score -4739250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -4739272.000000 Penalty: 5239.812012
	Iteration 62Q: 3 clusters Score -4739272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -4739273.000000 Penalty: 5239.812012
	Iteration 63Q: 3 clusters Score -4739273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -4739268.000000 Penalty: 5239.812012
	Iteration 64Q: 3 clusters Score -4739268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -4739269.000000 Penalty: 5239.812012
	Iteration 65Q: 3 clusters Score -4739269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -4739276.500000 Penalty: 5239.812012
	Iteration 66Q: 3 clusters Score -4739276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -4739282.000000 Penalty: 5239.812012
	Iteration 67Q: 3 clusters Score -4739282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -4739290.000000 Penalty: 5239.812012
	Iteration 68Q: 3 clusters Score -4739290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -4739294.000000 Penalty: 5239.812012
	Iteration 69Q: 3 clusters Score -4739294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -4739296.500000 Penalty: 5239.812012
	Iteration 70Q: 3 clusters Score -4739296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -4739295.000000 Penalty: 5239.812012
	Iteration 71Q: 3 clusters Score -4739295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -4739303.500000 Penalty: 5239.812012
	Iteration 72Q: 3 clusters Score -4739304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -4739307.000000 Penalty: 5239.812012
	Iteration 73Q: 3 clusters Score -4739307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -4739317.000000 Penalty: 5239.812012
	Iteration 74Q: 3 clusters Score -4739317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -4739320.500000 Penalty: 5239.812012
	Iteration 75Q: 3 clusters Score -4739320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -4739319.000000 Penalty: 5239.812012
	Iteration 76Q: 3 clusters Score -4739319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -4739317.500000 Penalty: 5239.812012
	Iteration 77Q: 3 clusters Score -4739318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -4739318.000000 Penalty: 5239.812012
	Iteration 78Q: 3 clusters Score -4739318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -4739318.000000 Penalty: 5239.812012
	Iteration 79F: 3 clusters Score -4739318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Entering Unmasked Estep 
Score: -2019996.125000 Penalty: 2409.929688
	Iteration 0F: 2 clusters Score -2019996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2008116.000000 Penalty: 4819.859375
	Iteration 0F: 3 clusters Score -2008116 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2011933.750000 Penalty: 4819.859375
	Iteration 1F: 3 clusters Score -2011934 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2012451.000000 Penalty: 4819.859375
	Iteration 2F: 3 clusters Score -2012451 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2013040.750000 Penalty: 4819.859375
	Iteration 3F: 3 clusters Score -2013041 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2013610.125000 Penalty: 4819.859375
	Iteration 4F: 3 clusters Score -2013610 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2014145.875000 Penalty: 4819.859375
	Iteration 5F: 3 clusters Score -2014146 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2014618.375000 Penalty: 4819.859375
	Iteration 6F: 3 clusters Score -2014618 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2015099.375000 Penalty: 4819.859375
	Iteration 7Q: 3 clusters Score -2015099 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2015632.750000 Penalty: 4819.859375
	Iteration 8Q: 3 clusters Score -2015633 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2016143.375000 Penalty: 4819.859375
	Iteration 9Q: 3 clusters Score -2016143 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2016582.625000 Penalty: 4819.859375
	Iteration 10Q: 3 clusters Score -2016583 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2017005.875000 Penalty: 4819.859375
	Iteration 11Q: 3 clusters Score -2017006 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2017384.500000 Penalty: 4819.859375
	Iteration 12Q: 3 clusters Score -2017384 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2017603.625000 Penalty: 4819.859375
	Iteration 13Q: 3 clusters Score -2017604 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2017727.125000 Penalty: 4819.859375
	Iteration 14Q: 3 clusters Score -2017727 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2017803.500000 Penalty: 4819.859375
	Iteration 15Q: 3 clusters Score -2017804 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2017865.125000 Penalty: 4819.859375
	Iteration 16Q: 3 clusters Score -2017865 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2017903.625000 Penalty: 4819.859375
	Iteration 17Q: 3 clusters Score -2017904 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2017941.625000 Penalty: 4819.859375
	Iteration 18Q: 3 clusters Score -2017942 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2017965.750000 Penalty: 4819.859375
	Iteration 19Q: 3 clusters Score -2017966 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2017996.625000 Penalty: 4819.859375
	Iteration 20F: 3 clusters Score -2017997 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2018005.375000 Penalty: 4819.859375
	Iteration 21Q: 3 clusters Score -2018005 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2018015.375000 Penalty: 4819.859375
	Iteration 22Q: 3 clusters Score -2018015 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2018040.625000 Penalty: 4819.859375
	Iteration 23Q: 3 clusters Score -2018041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2018049.125000 Penalty: 4819.859375
	Iteration 24Q: 3 clusters Score -2018049 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2018061.125000 Penalty: 4819.859375
	Iteration 25Q: 3 clusters Score -2018061 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2018068.000000 Penalty: 4819.859375
	Iteration 26Q: 3 clusters Score -2018068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2018081.250000 Penalty: 4819.859375
	Iteration 27Q: 3 clusters Score -2018081 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2018095.375000 Penalty: 4819.859375
	Iteration 28Q: 3 clusters Score -2018095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2018101.625000 Penalty: 4819.859375
	Iteration 29Q: 3 clusters Score -2018102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2018107.500000 Penalty: 4819.859375
	Iteration 30Q: 3 clusters Score -2018108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2018125.625000 Penalty: 4819.859375
	Iteration 31Q: 3 clusters Score -2018126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2018142.750000 Penalty: 4819.859375
	Iteration 32Q: 3 clusters Score -2018143 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2018159.250000 Penalty: 4819.859375
	Iteration 33Q: 3 clusters Score -2018159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2018169.500000 Penalty: 4819.859375
	Iteration 34Q: 3 clusters Score -2018170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2018177.625000 Penalty: 4819.859375
	Iteration 35Q: 3 clusters Score -2018178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2018183.500000 Penalty: 4819.859375
	Iteration 36Q: 3 clusters Score -2018184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2018187.500000 Penalty: 4819.859375
	Iteration 37Q: 3 clusters Score -2018188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2018193.000000 Penalty: 4819.859375
	Iteration 38Q: 3 clusters Score -2018193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2018196.125000 Penalty: 4819.859375
	Iteration 39Q: 3 clusters Score -2018196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2018199.750000 Penalty: 4819.859375
	Iteration 40F: 3 clusters Score -2018200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2018199.375000 Penalty: 4819.859375
	Iteration 41Q: 3 clusters Score -2018199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2018199.125000 Penalty: 4819.859375
	Iteration 42Q: 3 clusters Score -2018199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2018200.750000 Penalty: 4819.859375
	Iteration 43Q: 3 clusters Score -2018201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2018200.750000 Penalty: 4819.859375
	Iteration 44F: 3 clusters Score -2018201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Entering Unmasked Estep 
Score: -2726470.500000 Penalty: 2485.418457
	Iteration 0F: 2 clusters Score -2726470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2710925.750000 Penalty: 4970.836914
	Iteration 0F: 3 clusters Score -2710926 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2716279.750000 Penalty: 4970.836914
	Iteration 1F: 3 clusters Score -2716280 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2716836.500000 Penalty: 4970.836914
	Iteration 2F: 3 clusters Score -2716836 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2717396.500000 Penalty: 4970.836914
	Iteration 3F: 3 clusters Score -2717396 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2718019.500000 Penalty: 4970.836914
	Iteration 4F: 3 clusters Score -2718020 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2718645.750000 Penalty: 4970.836914
	Iteration 5F: 3 clusters Score -2718646 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2719211.000000 Penalty: 4970.836914
	Iteration 6Q: 3 clusters Score -2719211 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2719748.250000 Penalty: 4970.836914
	Iteration 7Q: 3 clusters Score -2719748 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2720224.750000 Penalty: 4970.836914
	Iteration 8Q: 3 clusters Score -2720225 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2720583.750000 Penalty: 4970.836914
	Iteration 9Q: 3 clusters Score -2720584 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2720826.750000 Penalty: 4970.836914
	Iteration 10Q: 3 clusters Score -2720827 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2720982.000000 Penalty: 4970.836914
	Iteration 11Q: 3 clusters Score -2720982 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2721122.500000 Penalty: 4970.836914
	Iteration 12Q: 3 clusters Score -2721122 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2721234.250000 Penalty: 4970.836914
	Iteration 13Q: 3 clusters Score -2721234 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2721341.000000 Penalty: 4970.836914
	Iteration 14Q: 3 clusters Score -2721341 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2721434.750000 Penalty: 4970.836914
	Iteration 15Q: 3 clusters Score -2721435 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2721525.500000 Penalty: 4970.836914
	Iteration 16Q: 3 clusters Score -2721526 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2721603.000000 Penalty: 4970.836914
	Iteration 17Q: 3 clusters Score -2721603 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2721709.250000 Penalty: 4970.836914
	Iteration 18Q: 3 clusters Score -2721709 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2721823.500000 Penalty: 4970.836914
	Iteration 19Q: 3 clusters Score -2721824 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2721964.000000 Penalty: 4970.836914
	Iteration 20F: 3 clusters Score -2721964 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2722096.250000 Penalty: 4970.836914
	Iteration 21Q: 3 clusters Score -2722096 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2722227.750000 Penalty: 4970.836914
	Iteration 22Q: 3 clusters Score -2722228 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2722340.750000 Penalty: 4970.836914
	Iteration 23Q: 3 clusters Score -2722341 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2722447.250000 Penalty: 4970.836914
	Iteration 24Q: 3 clusters Score -2722447 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2722544.500000 Penalty: 4970.836914
	Iteration 25Q: 3 clusters Score -2722544 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2722643.000000 Penalty: 4970.836914
	Iteration 26Q: 3 clusters Score -2722643 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2722746.000000 Penalty: 4970.836914
	Iteration 27Q: 3 clusters Score -2722746 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2722845.000000 Penalty: 4970.836914
	Iteration 28Q: 3 clusters Score -2722845 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2722923.500000 Penalty: 4970.836914
	Iteration 29Q: 3 clusters Score -2722924 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2722981.250000 Penalty: 4970.836914
	Iteration 30Q: 3 clusters Score -2722981 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2723033.250000 Penalty: 4970.836914
	Iteration 31Q: 3 clusters Score -2723033 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2723078.250000 Penalty: 4970.836914
	Iteration 32Q: 3 clusters Score -2723078 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2723131.500000 Penalty: 4970.836914
	Iteration 33Q: 3 clusters Score -2723132 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2723198.500000 Penalty: 4970.836914
	Iteration 34Q: 3 clusters Score -2723198 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2723261.750000 Penalty: 4970.836914
	Iteration 35Q: 3 clusters Score -2723262 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2723315.500000 Penalty: 4970.836914
	Iteration 36Q: 3 clusters Score -2723316 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2723360.500000 Penalty: 4970.836914
	Iteration 37Q: 3 clusters Score -2723360 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2723414.250000 Penalty: 4970.836914
	Iteration 38Q: 3 clusters Score -2723414 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2723454.500000 Penalty: 4970.836914
	Iteration 39Q: 3 clusters Score -2723454 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2723498.750000 Penalty: 4970.836914
	Iteration 40F: 3 clusters Score -2723499 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2723529.250000 Penalty: 4970.836914
	Iteration 41Q: 3 clusters Score -2723529 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2723588.000000 Penalty: 4970.836914
	Iteration 42Q: 3 clusters Score -2723588 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2723635.000000 Penalty: 4970.836914
	Iteration 43Q: 3 clusters Score -2723635 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2723686.750000 Penalty: 4970.836914
	Iteration 44Q: 3 clusters Score -2723687 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2723725.750000 Penalty: 4970.836914
	Iteration 45Q: 3 clusters Score -2723726 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2723772.500000 Penalty: 4970.836914
	Iteration 46Q: 3 clusters Score -2723772 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -2723822.750000 Penalty: 4970.836914
	Iteration 47Q: 3 clusters Score -2723823 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -2723878.000000 Penalty: 4970.836914
	Iteration 48Q: 3 clusters Score -2723878 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2723956.250000 Penalty: 4970.836914
	Iteration 49Q: 3 clusters Score -2723956 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2724016.000000 Penalty: 4970.836914
	Iteration 50Q: 3 clusters Score -2724016 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2724073.750000 Penalty: 4970.836914
	Iteration 51Q: 3 clusters Score -2724074 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2724126.250000 Penalty: 4970.836914
	Iteration 52Q: 3 clusters Score -2724126 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -2724179.500000 Penalty: 4970.836914
	Iteration 53Q: 3 clusters Score -2724180 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2724222.750000 Penalty: 4970.836914
	Iteration 54Q: 3 clusters Score -2724223 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2724267.000000 Penalty: 4970.836914
	Iteration 55Q: 3 clusters Score -2724267 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -2724284.500000 Penalty: 4970.836914
	Iteration 56Q: 3 clusters Score -2724284 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2724308.250000 Penalty: 4970.836914
	Iteration 57Q: 3 clusters Score -2724308 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -2724342.750000 Penalty: 4970.836914
	Iteration 58Q: 3 clusters Score -2724343 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -2724360.250000 Penalty: 4970.836914
	Iteration 59Q: 3 clusters Score -2724360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2724377.250000 Penalty: 4970.836914
	Iteration 60F: 3 clusters Score -2724377 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2724394.500000 Penalty: 4970.836914
	Iteration 61Q: 3 clusters Score -2724394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -2724412.250000 Penalty: 4970.836914
	Iteration 62Q: 3 clusters Score -2724412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2724421.000000 Penalty: 4970.836914
	Iteration 63Q: 3 clusters Score -2724421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -2724430.250000 Penalty: 4970.836914
	Iteration 64Q: 3 clusters Score -2724430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -2724435.000000 Penalty: 4970.836914
	Iteration 65Q: 3 clusters Score -2724435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -2724445.500000 Penalty: 4970.836914
	Iteration 66Q: 3 clusters Score -2724446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -2724452.750000 Penalty: 4970.836914
	Iteration 67Q: 3 clusters Score -2724453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -2724456.750000 Penalty: 4970.836914
	Iteration 68Q: 3 clusters Score -2724457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2724461.750000 Penalty: 4970.836914
	Iteration 69Q: 3 clusters Score -2724462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -2724459.750000 Penalty: 4970.836914
	Iteration 70Q: 3 clusters Score -2724460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -2724464.750000 Penalty: 4970.836914
	Iteration 71Q: 3 clusters Score -2724465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -2724462.000000 Penalty: 4970.836914
	Iteration 72Q: 3 clusters Score -2724462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -2724469.500000 Penalty: 4970.836914
	Iteration 73Q: 3 clusters Score -2724470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -2724476.000000 Penalty: 4970.836914
	Iteration 74Q: 3 clusters Score -2724476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -2724484.250000 Penalty: 4970.836914
	Iteration 75Q: 3 clusters Score -2724484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -2724484.750000 Penalty: 4970.836914
	Iteration 76Q: 3 clusters Score -2724485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -2724489.250000 Penalty: 4970.836914
	Iteration 77Q: 3 clusters Score -2724489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -2724490.000000 Penalty: 4970.836914
	Iteration 78Q: 3 clusters Score -2724490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -2724493.000000 Penalty: 4970.836914
	Iteration 79Q: 3 clusters Score -2724493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -2724494.500000 Penalty: 4970.836914
	Iteration 80F: 3 clusters Score -2724494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -2724496.250000 Penalty: 4970.836914
	Iteration 81Q: 3 clusters Score -2724496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -2724498.250000 Penalty: 4970.836914
	Iteration 82Q: 3 clusters Score -2724498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -2724502.750000 Penalty: 4970.836914
	Iteration 83Q: 3 clusters Score -2724503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -2724498.750000 Penalty: 4970.836914
	Iteration 84Q: 3 clusters Score -2724499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -2724498.750000 Penalty: 4970.836914
	Iteration 85Q: 3 clusters Score -2724499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2724498.500000 Penalty: 4970.836914
	Iteration 86Q: 3 clusters Score -2724498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2724497.500000 Penalty: 4970.836914
	Iteration 87Q: 3 clusters Score -2724498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -2724502.750000 Penalty: 4970.836914
	Iteration 88Q: 3 clusters Score -2724503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -2724505.500000 Penalty: 4970.836914
	Iteration 89Q: 3 clusters Score -2724506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -2724506.250000 Penalty: 4970.836914
	Iteration 90Q: 3 clusters Score -2724506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2724508.750000 Penalty: 4970.836914
	Iteration 91Q: 3 clusters Score -2724509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -2724506.250000 Penalty: 4970.836914
	Iteration 92Q: 3 clusters Score -2724506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -2724509.000000 Penalty: 4970.836914
	Iteration 93Q: 3 clusters Score -2724509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2724511.000000 Penalty: 4970.836914
	Iteration 94Q: 3 clusters Score -2724511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -2724507.750000 Penalty: 4970.836914
	Iteration 95Q: 3 clusters Score -2724508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -2724512.000000 Penalty: 4970.836914
	Iteration 96Q: 3 clusters Score -2724512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -2724514.500000 Penalty: 4970.836914
	Iteration 97Q: 3 clusters Score -2724514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -2724522.250000 Penalty: 4970.836914
	Iteration 98Q: 3 clusters Score -2724522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -2724524.750000 Penalty: 4970.836914
	Iteration 99Q: 3 clusters Score -2724525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -2724524.750000 Penalty: 4970.836914
	Iteration 100F: 3 clusters Score -2724525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Entering Unmasked Estep 
Score: -2959743.250000 Penalty: 2500.390381
	Iteration 0F: 2 clusters Score -2959743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2943108.750000 Penalty: 5000.780762
	Iteration 0F: 3 clusters Score -2943109 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2948716.500000 Penalty: 5000.780762
	Iteration 1F: 3 clusters Score -2948716 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2949053.000000 Penalty: 5000.780762
	Iteration 2Q: 3 clusters Score -2949053 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2949327.750000 Penalty: 5000.780762
	Iteration 3Q: 3 clusters Score -2949328 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2949525.250000 Penalty: 5000.780762
	Iteration 4Q: 3 clusters Score -2949525 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2949728.000000 Penalty: 5000.780762
	Iteration 5Q: 3 clusters Score -2949728 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2949913.250000 Penalty: 5000.780762
	Iteration 6Q: 3 clusters Score -2949913 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2950081.250000 Penalty: 5000.780762
	Iteration 7Q: 3 clusters Score -2950081 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2950264.250000 Penalty: 5000.780762
	Iteration 8Q: 3 clusters Score -2950264 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2950488.500000 Penalty: 5000.780762
	Iteration 9Q: 3 clusters Score -2950488 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2950708.500000 Penalty: 5000.780762
	Iteration 10Q: 3 clusters Score -2950708 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2950982.500000 Penalty: 5000.780762
	Iteration 11Q: 3 clusters Score -2950982 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2951307.500000 Penalty: 5000.780762
	Iteration 12Q: 3 clusters Score -2951308 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2951678.500000 Penalty: 5000.780762
	Iteration 13Q: 3 clusters Score -2951678 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2952108.750000 Penalty: 5000.780762
	Iteration 14Q: 3 clusters Score -2952109 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2952564.750000 Penalty: 5000.780762
	Iteration 15Q: 3 clusters Score -2952565 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2953046.000000 Penalty: 5000.780762
	Iteration 16Q: 3 clusters Score -2953046 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2953553.750000 Penalty: 5000.780762
	Iteration 17Q: 3 clusters Score -2953554 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -2954070.750000 Penalty: 5000.780762
	Iteration 18Q: 3 clusters Score -2954071 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2954566.750000 Penalty: 5000.780762
	Iteration 19Q: 3 clusters Score -2954567 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2955038.750000 Penalty: 5000.780762
	Iteration 20F: 3 clusters Score -2955039 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2955511.750000 Penalty: 5000.780762
	Iteration 21Q: 3 clusters Score -2955512 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -2955950.250000 Penalty: 5000.780762
	Iteration 22Q: 3 clusters Score -2955950 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -2956330.250000 Penalty: 5000.780762
	Iteration 23Q: 3 clusters Score -2956330 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -2956683.750000 Penalty: 5000.780762
	Iteration 24Q: 3 clusters Score -2956684 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -2956926.000000 Penalty: 5000.780762
	Iteration 25Q: 3 clusters Score -2956926 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -2957105.500000 Penalty: 5000.780762
	Iteration 26Q: 3 clusters Score -2957106 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -2957233.000000 Penalty: 5000.780762
	Iteration 27Q: 3 clusters Score -2957233 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -2957327.750000 Penalty: 5000.780762
	Iteration 28Q: 3 clusters Score -2957328 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -2957391.500000 Penalty: 5000.780762
	Iteration 29Q: 3 clusters Score -2957392 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -2957444.750000 Penalty: 5000.780762
	Iteration 30Q: 3 clusters Score -2957445 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -2957481.750000 Penalty: 5000.780762
	Iteration 31Q: 3 clusters Score -2957482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -2957502.250000 Penalty: 5000.780762
	Iteration 32Q: 3 clusters Score -2957502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -2957530.500000 Penalty: 5000.780762
	Iteration 33Q: 3 clusters Score -2957530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -2957541.250000 Penalty: 5000.780762
	Iteration 34Q: 3 clusters Score -2957541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -2957553.250000 Penalty: 5000.780762
	Iteration 35Q: 3 clusters Score -2957553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -2957564.750000 Penalty: 5000.780762
	Iteration 36Q: 3 clusters Score -2957565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -2957569.750000 Penalty: 5000.780762
	Iteration 37Q: 3 clusters Score -2957570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -2957573.750000 Penalty: 5000.780762
	Iteration 38Q: 3 clusters Score -2957574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -2957576.500000 Penalty: 5000.780762
	Iteration 39Q: 3 clusters Score -2957576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -2957579.500000 Penalty: 5000.780762
	Iteration 40F: 3 clusters Score -2957580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -2957579.250000 Penalty: 5000.780762
	Iteration 41Q: 3 clusters Score -2957579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -2957580.750000 Penalty: 5000.780762
	Iteration 42Q: 3 clusters Score -2957581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -2957587.000000 Penalty: 5000.780762
	Iteration 43Q: 3 clusters Score -2957587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -2957589.500000 Penalty: 5000.780762
	Iteration 44Q: 3 clusters Score -2957590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -2957591.750000 Penalty: 5000.780762
	Iteration 45Q: 3 clusters Score -2957592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -2957597.500000 Penalty: 5000.780762
	Iteration 46Q: 3 clusters Score -2957598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -2957599.000000 Penalty: 5000.780762
	Iteration 47Q: 3 clusters Score -2957599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2957602.000000 Penalty: 5000.780762
	Iteration 48Q: 3 clusters Score -2957602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -2957602.250000 Penalty: 5000.780762
	Iteration 49Q: 3 clusters Score -2957602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -2957602.250000 Penalty: 5000.780762
	Iteration 50F: 3 clusters Score -2957602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (224146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224146 members 
Entering Unmasked Estep 
Score: -27096098.000000 Penalty: 3055.373047
	Iteration 0F: 2 clusters Score -2.70961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111862 members 
Mstep: Class 2 contains 112284 members 
Entering Unmasked Estep 
Score: -26946676.000000 Penalty: 6110.746094
	Iteration 0F: 3 clusters Score -2.694668e+07 nChanged 107798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107600 members 
Mstep: Class 2 contains 116546 members 
Entering Unmasked Estep 
Score: -27009282.000000 Penalty: 6110.746094
	Iteration 1F: 3 clusters Score -2.700928e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104504 members 
Mstep: Class 2 contains 119642 members 
Entering Unmasked Estep 
Score: -27010878.000000 Penalty: 6110.746094
	Iteration 2Q: 3 clusters Score -2.701088e+07 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99519 members 
Mstep: Class 2 contains 124627 members 
Entering Unmasked Estep 
Score: -27013468.000000 Penalty: 6110.746094
	Iteration 3Q: 3 clusters Score -2.701347e+07 nChanged 10079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91864 members 
Mstep: Class 2 contains 132282 members 
Entering Unmasked Estep 
Score: -27017522.000000 Penalty: 6110.746094
	Iteration 4Q: 3 clusters Score -2.701752e+07 nChanged 13309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80483 members 
Mstep: Class 2 contains 143663 members 
Entering Unmasked Estep 
Score: -27025234.000000 Penalty: 6110.746094
	Iteration 5F: 3 clusters Score -2.702523e+07 nChanged 16753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65324 members 
Mstep: Class 2 contains 158822 members 
Entering Unmasked Estep 
Score: -27036828.000000 Penalty: 6110.746094
	Iteration 6F: 3 clusters Score -2.703683e+07 nChanged 18473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 176231 members 
Entering Unmasked Estep 
Score: -27052312.000000 Penalty: 6110.746094
	Iteration 7F: 3 clusters Score -2.705231e+07 nChanged 16801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 192464 members 
Entering Unmasked Estep 
Score: -27067662.000000 Penalty: 6110.746094
	Iteration 8F: 3 clusters Score -2.706766e+07 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 204411 members 
Entering Unmasked Estep 
Score: -27079162.000000 Penalty: 6110.746094
	Iteration 9F: 3 clusters Score -2.707916e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 211434 members 
Entering Unmasked Estep 
Score: -27085684.000000 Penalty: 6110.746094
	Iteration 10Q: 3 clusters Score -2.708568e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 215174 members 
Entering Unmasked Estep 
Score: -27089058.000000 Penalty: 6110.746094
	Iteration 11Q: 3 clusters Score -2.708906e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 217207 members 
Entering Unmasked Estep 
Score: -27090746.000000 Penalty: 6110.746094
	Iteration 12Q: 3 clusters Score -2.709075e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 218407 members 
Entering Unmasked Estep 
Score: -27091856.000000 Penalty: 6110.746094
	Iteration 13Q: 3 clusters Score -2.709186e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 219159 members 
Entering Unmasked Estep 
Score: -27092384.000000 Penalty: 6110.746094
	Iteration 14Q: 3 clusters Score -2.709238e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 219690 members 
Entering Unmasked Estep 
Score: -27092878.000000 Penalty: 6110.746094
	Iteration 15Q: 3 clusters Score -2.709288e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 220112 members 
Entering Unmasked Estep 
Score: -27093144.000000 Penalty: 6110.746094
	Iteration 16Q: 3 clusters Score -2.709314e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 220395 members 
Entering Unmasked Estep 
Score: -27093304.000000 Penalty: 6110.746094
	Iteration 17Q: 3 clusters Score -2.70933e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 220638 members 
Entering Unmasked Estep 
Score: -27093428.000000 Penalty: 6110.746094
	Iteration 18Q: 3 clusters Score -2.709343e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 220840 members 
Entering Unmasked Estep 
Score: -27093514.000000 Penalty: 6110.746094
	Iteration 19Q: 3 clusters Score -2.709351e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 221022 members 
Entering Unmasked Estep 
Score: -27093634.000000 Penalty: 6110.746094
	Iteration 20F: 3 clusters Score -2.709363e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 221151 members 
Entering Unmasked Estep 
Score: -27093676.000000 Penalty: 6110.746094
	Iteration 21Q: 3 clusters Score -2.709368e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 221264 members 
Entering Unmasked Estep 
Score: -27093700.000000 Penalty: 6110.746094
	Iteration 22Q: 3 clusters Score -2.70937e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 221363 members 
Entering Unmasked Estep 
Score: -27093726.000000 Penalty: 6110.746094
	Iteration 23Q: 3 clusters Score -2.709373e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 221441 members 
Entering Unmasked Estep 
Score: -27093732.000000 Penalty: 6110.746094
	Iteration 24Q: 3 clusters Score -2.709373e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 221509 members 
Entering Unmasked Estep 
Score: -27093714.000000 Penalty: 6110.746094
	Iteration 25Q: 3 clusters Score -2.709371e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 221570 members 
Entering Unmasked Estep 
Score: -27093688.000000 Penalty: 6110.746094
	Iteration 26Q: 3 clusters Score -2.709369e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 221633 members 
Entering Unmasked Estep 
Score: -27093650.000000 Penalty: 6110.746094
	Iteration 27Q: 3 clusters Score -2.709365e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 221681 members 
Entering Unmasked Estep 
Score: -27093684.000000 Penalty: 6110.746094
	Iteration 28Q: 3 clusters Score -2.709368e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 221726 members 
Entering Unmasked Estep 
Score: -27093706.000000 Penalty: 6110.746094
	Iteration 29Q: 3 clusters Score -2.709371e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 221777 members 
Entering Unmasked Estep 
Score: -27093730.000000 Penalty: 6110.746094
	Iteration 30Q: 3 clusters Score -2.709373e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 221825 members 
Entering Unmasked Estep 
Score: -27093708.000000 Penalty: 6110.746094
	Iteration 31Q: 3 clusters Score -2.709371e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 221866 members 
Entering Unmasked Estep 
Score: -27093728.000000 Penalty: 6110.746094
	Iteration 32Q: 3 clusters Score -2.709373e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 221900 members 
Entering Unmasked Estep 
Score: -27093732.000000 Penalty: 6110.746094
	Iteration 33Q: 3 clusters Score -2.709373e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 221935 members 
Entering Unmasked Estep 
Score: -27093738.000000 Penalty: 6110.746094
	Iteration 34Q: 3 clusters Score -2.709374e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 221970 members 
Entering Unmasked Estep 
Score: -27093752.000000 Penalty: 6110.746094
	Iteration 35Q: 3 clusters Score -2.709375e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 221999 members 
Entering Unmasked Estep 
Score: -27093774.000000 Penalty: 6110.746094
	Iteration 36Q: 3 clusters Score -2.709377e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 222023 members 
Entering Unmasked Estep 
Score: -27093770.000000 Penalty: 6110.746094
	Iteration 37Q: 3 clusters Score -2.709377e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 222047 members 
Entering Unmasked Estep 
Score: -27093788.000000 Penalty: 6110.746094
	Iteration 38Q: 3 clusters Score -2.709379e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 222072 members 
Entering Unmasked Estep 
Score: -27093764.000000 Penalty: 6110.746094
	Iteration 39Q: 3 clusters Score -2.709376e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 222090 members 
Entering Unmasked Estep 
Score: -27093776.000000 Penalty: 6110.746094
	Iteration 40F: 3 clusters Score -2.709378e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 222101 members 
Entering Unmasked Estep 
Score: -27093768.000000 Penalty: 6110.746094
	Iteration 41Q: 3 clusters Score -2.709377e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 222115 members 
Entering Unmasked Estep 
Score: -27093768.000000 Penalty: 6110.746094
	Iteration 42Q: 3 clusters Score -2.709377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 222123 members 
Entering Unmasked Estep 
Score: -27093766.000000 Penalty: 6110.746094
	Iteration 43Q: 3 clusters Score -2.709377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 222132 members 
Entering Unmasked Estep 
Score: -27093782.000000 Penalty: 6110.746094
	Iteration 44Q: 3 clusters Score -2.709378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 222140 members 
Entering Unmasked Estep 
Score: -27093764.000000 Penalty: 6110.746094
	Iteration 45Q: 3 clusters Score -2.709376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 222143 members 
Entering Unmasked Estep 
Score: -27093770.000000 Penalty: 6110.746094
	Iteration 46Q: 3 clusters Score -2.709377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 222151 members 
Entering Unmasked Estep 
Score: -27093772.000000 Penalty: 6110.746094
	Iteration 47Q: 3 clusters Score -2.709377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 222160 members 
Entering Unmasked Estep 
Score: -27093788.000000 Penalty: 6110.746094
	Iteration 48Q: 3 clusters Score -2.709379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 222162 members 
Entering Unmasked Estep 
Score: -27093794.000000 Penalty: 6110.746094
	Iteration 49Q: 3 clusters Score -2.709379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 222163 members 
Entering Unmasked Estep 
Score: -27093782.000000 Penalty: 6110.746094
	Iteration 50Q: 3 clusters Score -2.709378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 222165 members 
Entering Unmasked Estep 
Score: -27093804.000000 Penalty: 6110.746094
	Iteration 51Q: 3 clusters Score -2.70938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 222167 members 
Entering Unmasked Estep 
Score: -27093796.000000 Penalty: 6110.746094
	Iteration 52Q: 3 clusters Score -2.70938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 222167 members 
Entering Unmasked Estep 
Score: -27093766.000000 Penalty: 6110.746094
	Iteration 53Q: 3 clusters Score -2.709377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 222173 members 
Entering Unmasked Estep 
Score: -27093764.000000 Penalty: 6110.746094
	Iteration 54Q: 3 clusters Score -2.709376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 222175 members 
Entering Unmasked Estep 
Score: -27093758.000000 Penalty: 6110.746094
	Iteration 55Q: 3 clusters Score -2.709376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 222176 members 
Entering Unmasked Estep 
Score: -27093766.000000 Penalty: 6110.746094
	Iteration 56Q: 3 clusters Score -2.709377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 222176 members 
Entering Unmasked Estep 
Score: -27093766.000000 Penalty: 6110.746094
	Iteration 57Q: 3 clusters Score -2.709377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 222177 members 
Entering Unmasked Estep 
Score: -27093770.000000 Penalty: 6110.746094
	Iteration 58Q: 3 clusters Score -2.709377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 222178 members 
Entering Unmasked Estep 
Score: -27093752.000000 Penalty: 6110.746094
	Iteration 59Q: 3 clusters Score -2.709375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 222179 members 
Entering Unmasked Estep 
Score: -27093756.000000 Penalty: 6110.746094
	Iteration 60F: 3 clusters Score -2.709376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 222181 members 
Entering Unmasked Estep 
Score: -27093764.000000 Penalty: 6110.746094
	Iteration 61Q: 3 clusters Score -2.709376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 222185 members 
Entering Unmasked Estep 
Score: -27093754.000000 Penalty: 6110.746094
	Iteration 62Q: 3 clusters Score -2.709375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 222189 members 
Entering Unmasked Estep 
Score: -27093762.000000 Penalty: 6110.746094
	Iteration 63Q: 3 clusters Score -2.709376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 222196 members 
Entering Unmasked Estep 
Score: -27093738.000000 Penalty: 6110.746094
	Iteration 64Q: 3 clusters Score -2.709374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 222203 members 
Entering Unmasked Estep 
Score: -27093746.000000 Penalty: 6110.746094
	Iteration 65Q: 3 clusters Score -2.709375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 222206 members 
Entering Unmasked Estep 
Score: -27093738.000000 Penalty: 6110.746094
	Iteration 66Q: 3 clusters Score -2.709374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 222216 members 
Entering Unmasked Estep 
Score: -27093754.000000 Penalty: 6110.746094
	Iteration 67Q: 3 clusters Score -2.709375e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 222227 members 
Entering Unmasked Estep 
Score: -27093744.000000 Penalty: 6110.746094
	Iteration 68Q: 3 clusters Score -2.709374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 222232 members 
Entering Unmasked Estep 
Score: -27093768.000000 Penalty: 6110.746094
	Iteration 69Q: 3 clusters Score -2.709377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 222237 members 
Entering Unmasked Estep 
Score: -27093778.000000 Penalty: 6110.746094
	Iteration 70Q: 3 clusters Score -2.709378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 222240 members 
Entering Unmasked Estep 
Score: -27093782.000000 Penalty: 6110.746094
	Iteration 71Q: 3 clusters Score -2.709378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 222241 members 
Entering Unmasked Estep 
Score: -27093786.000000 Penalty: 6110.746094
	Iteration 72Q: 3 clusters Score -2.709379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 222244 members 
Entering Unmasked Estep 
Score: -27093806.000000 Penalty: 6110.746094
	Iteration 73Q: 3 clusters Score -2.709381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 222250 members 
Entering Unmasked Estep 
Score: -27093796.000000 Penalty: 6110.746094
	Iteration 74Q: 3 clusters Score -2.70938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 222254 members 
Entering Unmasked Estep 
Score: -27093810.000000 Penalty: 6110.746094
	Iteration 75Q: 3 clusters Score -2.709381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 222256 members 
Entering Unmasked Estep 
Score: -27093792.000000 Penalty: 6110.746094
	Iteration 76Q: 3 clusters Score -2.709379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 222255 members 
Entering Unmasked Estep 
Score: -27093798.000000 Penalty: 6110.746094
	Iteration 77Q: 3 clusters Score -2.70938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 222255 members 
Entering Unmasked Estep 
Score: -27093798.000000 Penalty: 6110.746094
	Iteration 78F: 3 clusters Score -2.70938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (128780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128780 members 
Entering Unmasked Estep 
Score: -15736000.000000 Penalty: 2917.933350
	Iteration 0F: 2 clusters Score -1.5736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64408 members 
Mstep: Class 2 contains 64372 members 
Entering Unmasked Estep 
Score: -15649936.000000 Penalty: 5835.866699
	Iteration 0F: 3 clusters Score -1.564994e+07 nChanged 61521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64317 members 
Mstep: Class 2 contains 64463 members 
Entering Unmasked Estep 
Score: -15686204.000000 Penalty: 5835.866699
	Iteration 1F: 3 clusters Score -1.56862e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63797 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -15687990.000000 Penalty: 5835.866699
	Iteration 2Q: 3 clusters Score -1.568799e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62595 members 
Mstep: Class 2 contains 66185 members 
Entering Unmasked Estep 
Score: -15689902.000000 Penalty: 5835.866699
	Iteration 3Q: 3 clusters Score -1.56899e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60359 members 
Mstep: Class 2 contains 68421 members 
Entering Unmasked Estep 
Score: -15692428.000000 Penalty: 5835.866699
	Iteration 4Q: 3 clusters Score -1.569243e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57018 members 
Mstep: Class 2 contains 71762 members 
Entering Unmasked Estep 
Score: -15695656.000000 Penalty: 5835.866699
	Iteration 5F: 3 clusters Score -1.569566e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52494 members 
Mstep: Class 2 contains 76286 members 
Entering Unmasked Estep 
Score: -15699875.000000 Penalty: 5835.866699
	Iteration 6F: 3 clusters Score -1.569988e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 81636 members 
Entering Unmasked Estep 
Score: -15704295.000000 Penalty: 5835.866699
	Iteration 7F: 3 clusters Score -1.57043e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 87457 members 
Entering Unmasked Estep 
Score: -15708774.000000 Penalty: 5835.866699
	Iteration 8F: 3 clusters Score -1.570877e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 93120 members 
Entering Unmasked Estep 
Score: -15712358.000000 Penalty: 5835.866699
	Iteration 9F: 3 clusters Score -1.571236e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 98624 members 
Entering Unmasked Estep 
Score: -15715979.000000 Penalty: 5835.866699
	Iteration 10Q: 3 clusters Score -1.571598e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 103822 members 
Entering Unmasked Estep 
Score: -15719341.000000 Penalty: 5835.866699
	Iteration 11Q: 3 clusters Score -1.571934e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 108668 members 
Entering Unmasked Estep 
Score: -15722930.000000 Penalty: 5835.866699
	Iteration 12Q: 3 clusters Score -1.572293e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 112783 members 
Entering Unmasked Estep 
Score: -15726222.000000 Penalty: 5835.866699
	Iteration 13Q: 3 clusters Score -1.572622e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 115926 members 
Entering Unmasked Estep 
Score: -15728940.000000 Penalty: 5835.866699
	Iteration 14Q: 3 clusters Score -1.572894e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 118143 members 
Entering Unmasked Estep 
Score: -15730760.000000 Penalty: 5835.866699
	Iteration 15Q: 3 clusters Score -1.573076e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 119644 members 
Entering Unmasked Estep 
Score: -15731803.000000 Penalty: 5835.866699
	Iteration 16Q: 3 clusters Score -1.57318e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 120709 members 
Entering Unmasked Estep 
Score: -15732368.000000 Penalty: 5835.866699
	Iteration 17Q: 3 clusters Score -1.573237e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 121562 members 
Entering Unmasked Estep 
Score: -15732805.000000 Penalty: 5835.866699
	Iteration 18Q: 3 clusters Score -1.57328e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 122282 members 
Entering Unmasked Estep 
Score: -15733126.000000 Penalty: 5835.866699
	Iteration 19Q: 3 clusters Score -1.573313e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 122854 members 
Entering Unmasked Estep 
Score: -15733373.000000 Penalty: 5835.866699
	Iteration 20F: 3 clusters Score -1.573337e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 123354 members 
Entering Unmasked Estep 
Score: -15733610.000000 Penalty: 5835.866699
	Iteration 21Q: 3 clusters Score -1.573361e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 123756 members 
Entering Unmasked Estep 
Score: -15733798.000000 Penalty: 5835.866699
	Iteration 22Q: 3 clusters Score -1.57338e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 124110 members 
Entering Unmasked Estep 
Score: -15733965.000000 Penalty: 5835.866699
	Iteration 23Q: 3 clusters Score -1.573396e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 124430 members 
Entering Unmasked Estep 
Score: -15734131.000000 Penalty: 5835.866699
	Iteration 24Q: 3 clusters Score -1.573413e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 124690 members 
Entering Unmasked Estep 
Score: -15734308.000000 Penalty: 5835.866699
	Iteration 25Q: 3 clusters Score -1.573431e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 124904 members 
Entering Unmasked Estep 
Score: -15734462.000000 Penalty: 5835.866699
	Iteration 26Q: 3 clusters Score -1.573446e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 125087 members 
Entering Unmasked Estep 
Score: -15734607.000000 Penalty: 5835.866699
	Iteration 27Q: 3 clusters Score -1.573461e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 125206 members 
Entering Unmasked Estep 
Score: -15734701.000000 Penalty: 5835.866699
	Iteration 28Q: 3 clusters Score -1.57347e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 125308 members 
Entering Unmasked Estep 
Score: -15734875.000000 Penalty: 5835.866699
	Iteration 29Q: 3 clusters Score -1.573488e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 125399 members 
Entering Unmasked Estep 
Score: -15735035.000000 Penalty: 5835.866699
	Iteration 30Q: 3 clusters Score -1.573504e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 125504 members 
Entering Unmasked Estep 
Score: -15735226.000000 Penalty: 5835.866699
	Iteration 31Q: 3 clusters Score -1.573523e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 125591 members 
Entering Unmasked Estep 
Score: -15735327.000000 Penalty: 5835.866699
	Iteration 32Q: 3 clusters Score -1.573533e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 125647 members 
Entering Unmasked Estep 
Score: -15735405.000000 Penalty: 5835.866699
	Iteration 33Q: 3 clusters Score -1.57354e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 125677 members 
Entering Unmasked Estep 
Score: -15735488.000000 Penalty: 5835.866699
	Iteration 34Q: 3 clusters Score -1.573549e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 125694 members 
Entering Unmasked Estep 
Score: -15735494.000000 Penalty: 5835.866699
	Iteration 35Q: 3 clusters Score -1.573549e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 125699 members 
Entering Unmasked Estep 
Score: -15735530.000000 Penalty: 5835.866699
	Iteration 36Q: 3 clusters Score -1.573553e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 125702 members 
Entering Unmasked Estep 
Score: -15735519.000000 Penalty: 5835.866699
	Iteration 37Q: 3 clusters Score -1.573552e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 125704 members 
Entering Unmasked Estep 
Score: -15735513.000000 Penalty: 5835.866699
	Iteration 38Q: 3 clusters Score -1.573551e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 125709 members 
Entering Unmasked Estep 
Score: -15735504.000000 Penalty: 5835.866699
	Iteration 39Q: 3 clusters Score -1.57355e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 125713 members 
Entering Unmasked Estep 
Score: -15735507.000000 Penalty: 5835.866699
	Iteration 40F: 3 clusters Score -1.573551e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 125711 members 
Entering Unmasked Estep 
Score: -15735537.000000 Penalty: 5835.866699
	Iteration 41Q: 3 clusters Score -1.573554e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 125707 members 
Entering Unmasked Estep 
Score: -15735541.000000 Penalty: 5835.866699
	Iteration 42Q: 3 clusters Score -1.573554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 125703 members 
Entering Unmasked Estep 
Score: -15735521.000000 Penalty: 5835.866699
	Iteration 43Q: 3 clusters Score -1.573552e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 125705 members 
Entering Unmasked Estep 
Score: -15735542.000000 Penalty: 5835.866699
	Iteration 44Q: 3 clusters Score -1.573554e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 125706 members 
Entering Unmasked Estep 
Score: -15735538.000000 Penalty: 5835.866699
	Iteration 45Q: 3 clusters Score -1.573554e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 125711 members 
Entering Unmasked Estep 
Score: -15735556.000000 Penalty: 5835.866699
	Iteration 46Q: 3 clusters Score -1.573556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 125715 members 
Entering Unmasked Estep 
Score: -15735545.000000 Penalty: 5835.866699
	Iteration 47Q: 3 clusters Score -1.573554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 125716 members 
Entering Unmasked Estep 
Score: -15735545.000000 Penalty: 5835.866699
	Iteration 48Q: 3 clusters Score -1.573554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 125718 members 
Entering Unmasked Estep 
Score: -15735547.000000 Penalty: 5835.866699
	Iteration 49Q: 3 clusters Score -1.573555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 125718 members 
Entering Unmasked Estep 
Score: -15735543.000000 Penalty: 5835.866699
	Iteration 50Q: 3 clusters Score -1.573554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 125716 members 
Entering Unmasked Estep 
Score: -15735549.000000 Penalty: 5835.866699
	Iteration 51Q: 3 clusters Score -1.573555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 125716 members 
Entering Unmasked Estep 
Score: -15735555.000000 Penalty: 5835.866699
	Iteration 52Q: 3 clusters Score -1.573556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 125714 members 
Entering Unmasked Estep 
Score: -15735556.000000 Penalty: 5835.866699
	Iteration 53Q: 3 clusters Score -1.573556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 125715 members 
Entering Unmasked Estep 
Score: -15735549.000000 Penalty: 5835.866699
	Iteration 54Q: 3 clusters Score -1.573555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 125715 members 
Entering Unmasked Estep 
Score: -15735549.000000 Penalty: 5835.866699
	Iteration 55F: 3 clusters Score -1.573555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Entering Unmasked Estep 
Score: -744512.437500 Penalty: 2171.774414
	Iteration 0F: 2 clusters Score -744512.4 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 3205 members 
Entering Unmasked Estep 
Score: -739122.875000 Penalty: 4343.548828
	Iteration 0F: 3 clusters Score -739122.9 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -740546.750000 Penalty: 4343.548828
	Iteration 1F: 3 clusters Score -740546.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -740912.750000 Penalty: 4343.548828
	Iteration 2F: 3 clusters Score -740912.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -741334.250000 Penalty: 4343.548828
	Iteration 3F: 3 clusters Score -741334.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -741821.125000 Penalty: 4343.548828
	Iteration 4F: 3 clusters Score -741821.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -742218.125000 Penalty: 4343.548828
	Iteration 5F: 3 clusters Score -742218.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -742504.500000 Penalty: 4343.548828
	Iteration 6F: 3 clusters Score -742504.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -742716.500000 Penalty: 4343.548828
	Iteration 7Q: 3 clusters Score -742716.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -742884.500000 Penalty: 4343.548828
	Iteration 8Q: 3 clusters Score -742884.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -743000.687500 Penalty: 4343.548828
	Iteration 9Q: 3 clusters Score -743000.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -743092.562500 Penalty: 4343.548828
	Iteration 10Q: 3 clusters Score -743092.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -743156.375000 Penalty: 4343.548828
	Iteration 11Q: 3 clusters Score -743156.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -743204.812500 Penalty: 4343.548828
	Iteration 12Q: 3 clusters Score -743204.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -743238.250000 Penalty: 4343.548828
	Iteration 13Q: 3 clusters Score -743238.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -743259.000000 Penalty: 4343.548828
	Iteration 14Q: 3 clusters Score -743259 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -743278.750000 Penalty: 4343.548828
	Iteration 15Q: 3 clusters Score -743278.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -743292.125000 Penalty: 4343.548828
	Iteration 16Q: 3 clusters Score -743292.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -743301.500000 Penalty: 4343.548828
	Iteration 17Q: 3 clusters Score -743301.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -743310.687500 Penalty: 4343.548828
	Iteration 18Q: 3 clusters Score -743310.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -743319.437500 Penalty: 4343.548828
	Iteration 19Q: 3 clusters Score -743319.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -743325.687500 Penalty: 4343.548828
	Iteration 20F: 3 clusters Score -743325.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -743332.562500 Penalty: 4343.548828
	Iteration 21Q: 3 clusters Score -743332.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -743334.812500 Penalty: 4343.548828
	Iteration 22Q: 3 clusters Score -743334.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -743337.937500 Penalty: 4343.548828
	Iteration 23Q: 3 clusters Score -743337.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -743339.625000 Penalty: 4343.548828
	Iteration 24Q: 3 clusters Score -743339.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -743342.562500 Penalty: 4343.548828
	Iteration 25Q: 3 clusters Score -743342.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -743344.250000 Penalty: 4343.548828
	Iteration 26Q: 3 clusters Score -743344.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -743346.000000 Penalty: 4343.548828
	Iteration 27Q: 3 clusters Score -743346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -743347.125000 Penalty: 4343.548828
	Iteration 28Q: 3 clusters Score -743347.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -743348.125000 Penalty: 4343.548828
	Iteration 29Q: 3 clusters Score -743348.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -743348.062500 Penalty: 4343.548828
	Iteration 30Q: 3 clusters Score -743348.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -743347.562500 Penalty: 4343.548828
	Iteration 31Q: 3 clusters Score -743347.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -743347.562500 Penalty: 4343.548828
	Iteration 32F: 3 clusters Score -743347.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68504 members 
Entering Unmasked Estep 
Score: -8399012.000000 Penalty: 2761.392578
	Iteration 0F: 2 clusters Score -8399012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -8353153.000000 Penalty: 5522.785156
	Iteration 0F: 3 clusters Score -8353153 nChanged 32100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -8371144.000000 Penalty: 5522.785156
	Iteration 1F: 3 clusters Score -8371144 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -8371787.000000 Penalty: 5522.785156
	Iteration 2Q: 3 clusters Score -8371787 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -8372432.000000 Penalty: 5522.785156
	Iteration 3Q: 3 clusters Score -8372432 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -8373299.500000 Penalty: 5522.785156
	Iteration 4Q: 3 clusters Score -8373300 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -8374552.500000 Penalty: 5522.785156
	Iteration 5Q: 3 clusters Score -8374552 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -8376426.500000 Penalty: 5522.785156
	Iteration 6F: 3 clusters Score -8376426 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -8378782.000000 Penalty: 5522.785156
	Iteration 7F: 3 clusters Score -8378782 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -8381456.000000 Penalty: 5522.785156
	Iteration 8F: 3 clusters Score -8381456 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52133 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -8384300.000000 Penalty: 5522.785156
	Iteration 9F: 3 clusters Score -8384300 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -8387058.500000 Penalty: 5522.785156
	Iteration 10F: 3 clusters Score -8387058 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -8389585.000000 Penalty: 5522.785156
	Iteration 11F: 3 clusters Score -8389585 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62159 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -8391871.000000 Penalty: 5522.785156
	Iteration 12Q: 3 clusters Score -8391871 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64324 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -8393636.000000 Penalty: 5522.785156
	Iteration 13Q: 3 clusters Score -8393636 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65800 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -8394837.000000 Penalty: 5522.785156
	Iteration 14Q: 3 clusters Score -8394837 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66690 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -8395522.000000 Penalty: 5522.785156
	Iteration 15Q: 3 clusters Score -8395522 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67195 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -8395955.000000 Penalty: 5522.785156
	Iteration 16Q: 3 clusters Score -8395955 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67484 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8396186.000000 Penalty: 5522.785156
	Iteration 17Q: 3 clusters Score -8396186 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67626 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8396320.000000 Penalty: 5522.785156
	Iteration 18Q: 3 clusters Score -8396320 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67713 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8396391.000000 Penalty: 5522.785156
	Iteration 19Q: 3 clusters Score -8396391 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67778 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8396433.000000 Penalty: 5522.785156
	Iteration 20F: 3 clusters Score -8396433 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67818 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8396472.000000 Penalty: 5522.785156
	Iteration 21Q: 3 clusters Score -8396472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67848 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8396493.000000 Penalty: 5522.785156
	Iteration 22Q: 3 clusters Score -8396493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67869 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8396526.000000 Penalty: 5522.785156
	Iteration 23Q: 3 clusters Score -8396526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8396540.000000 Penalty: 5522.785156
	Iteration 24Q: 3 clusters Score -8396540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67898 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8396546.000000 Penalty: 5522.785156
	Iteration 25Q: 3 clusters Score -8396546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67911 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8396563.000000 Penalty: 5522.785156
	Iteration 26Q: 3 clusters Score -8396563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67918 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8396579.000000 Penalty: 5522.785156
	Iteration 27Q: 3 clusters Score -8396579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67925 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8396583.000000 Penalty: 5522.785156
	Iteration 28Q: 3 clusters Score -8396583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67931 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8396587.000000 Penalty: 5522.785156
	Iteration 29Q: 3 clusters Score -8396587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67938 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8396592.000000 Penalty: 5522.785156
	Iteration 30Q: 3 clusters Score -8396592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67942 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8396602.000000 Penalty: 5522.785156
	Iteration 31Q: 3 clusters Score -8396602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67948 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8396611.000000 Penalty: 5522.785156
	Iteration 32Q: 3 clusters Score -8396611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67950 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8396610.000000 Penalty: 5522.785156
	Iteration 33Q: 3 clusters Score -8396610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67951 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8396606.000000 Penalty: 5522.785156
	Iteration 34Q: 3 clusters Score -8396606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67955 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8396628.000000 Penalty: 5522.785156
	Iteration 35Q: 3 clusters Score -8396628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67959 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8396620.000000 Penalty: 5522.785156
	Iteration 36Q: 3 clusters Score -8396620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67963 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8396626.000000 Penalty: 5522.785156
	Iteration 37Q: 3 clusters Score -8396626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67964 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8396633.000000 Penalty: 5522.785156
	Iteration 38Q: 3 clusters Score -8396633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67964 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8396633.000000 Penalty: 5522.785156
	Iteration 39F: 3 clusters Score -8396633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Entering Unmasked Estep 
Score: -1947110.125000 Penalty: 2400.523682
	Iteration 0F: 2 clusters Score -1947110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1935679.125000 Penalty: 4801.047363
	Iteration 0F: 3 clusters Score -1935679 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1939547.375000 Penalty: 4801.047363
	Iteration 1F: 3 clusters Score -1939547 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1940223.750000 Penalty: 4801.047363
	Iteration 2F: 3 clusters Score -1940224 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1940900.125000 Penalty: 4801.047363
	Iteration 3F: 3 clusters Score -1940900 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1941584.875000 Penalty: 4801.047363
	Iteration 4F: 3 clusters Score -1941585 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1942323.625000 Penalty: 4801.047363
	Iteration 5F: 3 clusters Score -1942324 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1943048.000000 Penalty: 4801.047363
	Iteration 6F: 3 clusters Score -1943048 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1943587.125000 Penalty: 4801.047363
	Iteration 7F: 3 clusters Score -1943587 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1943962.875000 Penalty: 4801.047363
	Iteration 8Q: 3 clusters Score -1943963 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1944223.000000 Penalty: 4801.047363
	Iteration 9Q: 3 clusters Score -1944223 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1944420.125000 Penalty: 4801.047363
	Iteration 10Q: 3 clusters Score -1944420 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1944574.125000 Penalty: 4801.047363
	Iteration 11Q: 3 clusters Score -1944574 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1944691.750000 Penalty: 4801.047363
	Iteration 12Q: 3 clusters Score -1944692 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1944792.875000 Penalty: 4801.047363
	Iteration 13Q: 3 clusters Score -1944793 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1944879.250000 Penalty: 4801.047363
	Iteration 14Q: 3 clusters Score -1944879 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1944973.000000 Penalty: 4801.047363
	Iteration 15Q: 3 clusters Score -1944973 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1945063.625000 Penalty: 4801.047363
	Iteration 16Q: 3 clusters Score -1945064 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1945158.250000 Penalty: 4801.047363
	Iteration 17Q: 3 clusters Score -1945158 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1945274.875000 Penalty: 4801.047363
	Iteration 18Q: 3 clusters Score -1945275 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1945387.625000 Penalty: 4801.047363
	Iteration 19Q: 3 clusters Score -1945388 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1945485.875000 Penalty: 4801.047363
	Iteration 20F: 3 clusters Score -1945486 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1945584.750000 Penalty: 4801.047363
	Iteration 21Q: 3 clusters Score -1945585 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1945685.750000 Penalty: 4801.047363
	Iteration 22Q: 3 clusters Score -1945686 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1945782.125000 Penalty: 4801.047363
	Iteration 23Q: 3 clusters Score -1945782 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1945861.000000 Penalty: 4801.047363
	Iteration 24Q: 3 clusters Score -1945861 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1945941.375000 Penalty: 4801.047363
	Iteration 25Q: 3 clusters Score -1945941 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1946006.500000 Penalty: 4801.047363
	Iteration 26Q: 3 clusters Score -1946006 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1946058.625000 Penalty: 4801.047363
	Iteration 27Q: 3 clusters Score -1946059 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1946115.375000 Penalty: 4801.047363
	Iteration 28Q: 3 clusters Score -1946115 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1946162.750000 Penalty: 4801.047363
	Iteration 29Q: 3 clusters Score -1946163 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1946196.750000 Penalty: 4801.047363
	Iteration 30Q: 3 clusters Score -1946197 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1946232.625000 Penalty: 4801.047363
	Iteration 31Q: 3 clusters Score -1946233 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1946260.750000 Penalty: 4801.047363
	Iteration 32Q: 3 clusters Score -1946261 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1946288.375000 Penalty: 4801.047363
	Iteration 33Q: 3 clusters Score -1946288 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1946320.250000 Penalty: 4801.047363
	Iteration 34Q: 3 clusters Score -1946320 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1946346.250000 Penalty: 4801.047363
	Iteration 35Q: 3 clusters Score -1946346 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1946364.500000 Penalty: 4801.047363
	Iteration 36Q: 3 clusters Score -1946364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1946383.375000 Penalty: 4801.047363
	Iteration 37Q: 3 clusters Score -1946383 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1946392.375000 Penalty: 4801.047363
	Iteration 38Q: 3 clusters Score -1946392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1946398.250000 Penalty: 4801.047363
	Iteration 39Q: 3 clusters Score -1946398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1946404.000000 Penalty: 4801.047363
	Iteration 40F: 3 clusters Score -1946404 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1946422.500000 Penalty: 4801.047363
	Iteration 41Q: 3 clusters Score -1946422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1946433.000000 Penalty: 4801.047363
	Iteration 42Q: 3 clusters Score -1946433 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1946444.250000 Penalty: 4801.047363
	Iteration 43Q: 3 clusters Score -1946444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1946457.375000 Penalty: 4801.047363
	Iteration 44Q: 3 clusters Score -1946457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1946458.625000 Penalty: 4801.047363
	Iteration 45Q: 3 clusters Score -1946459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1946465.875000 Penalty: 4801.047363
	Iteration 46Q: 3 clusters Score -1946466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1946465.125000 Penalty: 4801.047363
	Iteration 47Q: 3 clusters Score -1946465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1946469.000000 Penalty: 4801.047363
	Iteration 48Q: 3 clusters Score -1946469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1946474.250000 Penalty: 4801.047363
	Iteration 49Q: 3 clusters Score -1946474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1946477.250000 Penalty: 4801.047363
	Iteration 50Q: 3 clusters Score -1946477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1946476.125000 Penalty: 4801.047363
	Iteration 51Q: 3 clusters Score -1946476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1946478.750000 Penalty: 4801.047363
	Iteration 52Q: 3 clusters Score -1946479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1946478.875000 Penalty: 4801.047363
	Iteration 53Q: 3 clusters Score -1946479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1946488.375000 Penalty: 4801.047363
	Iteration 54Q: 3 clusters Score -1946488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1946492.875000 Penalty: 4801.047363
	Iteration 55Q: 3 clusters Score -1946493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1946496.500000 Penalty: 4801.047363
	Iteration 56Q: 3 clusters Score -1946496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1946499.000000 Penalty: 4801.047363
	Iteration 57Q: 3 clusters Score -1946499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1946500.250000 Penalty: 4801.047363
	Iteration 58Q: 3 clusters Score -1946500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1946499.250000 Penalty: 4801.047363
	Iteration 59Q: 3 clusters Score -1946499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1946499.250000 Penalty: 4801.047363
	Iteration 60F: 3 clusters Score -1946499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -13939.371094 Penalty: 1212.806519
	Iteration 0F: 2 clusters Score -13939.37 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 63 members 
Entering Unmasked Estep 
Score: -12939.836914 Penalty: 2425.613037
	Iteration 0F: 3 clusters Score -12939.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12965.774414 Penalty: 2425.613037
	Iteration 1Q: 3 clusters Score -12965.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12965.774414 Penalty: 2425.613037
	Iteration 2F: 3 clusters Score -12965.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Entering Unmasked Estep 
Score: -876734.000000 Penalty: 2205.026611
	Iteration 0F: 2 clusters Score -876734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -870757.250000 Penalty: 4410.053223
	Iteration 0F: 3 clusters Score -870757.2 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -872306.437500 Penalty: 4410.053223
	Iteration 1F: 3 clusters Score -872306.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -872541.125000 Penalty: 4410.053223
	Iteration 2F: 3 clusters Score -872541.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -872695.875000 Penalty: 4410.053223
	Iteration 3Q: 3 clusters Score -872695.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -872824.062500 Penalty: 4410.053223
	Iteration 4Q: 3 clusters Score -872824.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -872910.250000 Penalty: 4410.053223
	Iteration 5Q: 3 clusters Score -872910.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -872988.625000 Penalty: 4410.053223
	Iteration 6Q: 3 clusters Score -872988.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -873059.250000 Penalty: 4410.053223
	Iteration 7Q: 3 clusters Score -873059.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -873115.875000 Penalty: 4410.053223
	Iteration 8Q: 3 clusters Score -873115.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -873163.437500 Penalty: 4410.053223
	Iteration 9Q: 3 clusters Score -873163.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -873206.937500 Penalty: 4410.053223
	Iteration 10Q: 3 clusters Score -873206.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -873247.000000 Penalty: 4410.053223
	Iteration 11Q: 3 clusters Score -873247 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -873289.750000 Penalty: 4410.053223
	Iteration 12Q: 3 clusters Score -873289.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -873338.437500 Penalty: 4410.053223
	Iteration 13Q: 3 clusters Score -873338.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -873383.187500 Penalty: 4410.053223
	Iteration 14Q: 3 clusters Score -873383.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -873427.375000 Penalty: 4410.053223
	Iteration 15Q: 3 clusters Score -873427.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -873458.500000 Penalty: 4410.053223
	Iteration 16Q: 3 clusters Score -873458.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -873496.000000 Penalty: 4410.053223
	Iteration 17Q: 3 clusters Score -873496 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -873533.500000 Penalty: 4410.053223
	Iteration 18Q: 3 clusters Score -873533.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -873584.187500 Penalty: 4410.053223
	Iteration 19Q: 3 clusters Score -873584.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -873632.250000 Penalty: 4410.053223
	Iteration 20F: 3 clusters Score -873632.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -873686.750000 Penalty: 4410.053223
	Iteration 21Q: 3 clusters Score -873686.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -873739.812500 Penalty: 4410.053223
	Iteration 22Q: 3 clusters Score -873739.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -873805.312500 Penalty: 4410.053223
	Iteration 23Q: 3 clusters Score -873805.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -873874.562500 Penalty: 4410.053223
	Iteration 24Q: 3 clusters Score -873874.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -873954.000000 Penalty: 4410.053223
	Iteration 25Q: 3 clusters Score -873954 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -874051.500000 Penalty: 4410.053223
	Iteration 26Q: 3 clusters Score -874051.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -874149.750000 Penalty: 4410.053223
	Iteration 27Q: 3 clusters Score -874149.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -874262.250000 Penalty: 4410.053223
	Iteration 28Q: 3 clusters Score -874262.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -874380.437500 Penalty: 4410.053223
	Iteration 29Q: 3 clusters Score -874380.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -874481.687500 Penalty: 4410.053223
	Iteration 30Q: 3 clusters Score -874481.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -874550.750000 Penalty: 4410.053223
	Iteration 31Q: 3 clusters Score -874550.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -874585.125000 Penalty: 4410.053223
	Iteration 32Q: 3 clusters Score -874585.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -874616.375000 Penalty: 4410.053223
	Iteration 33Q: 3 clusters Score -874616.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -874634.687500 Penalty: 4410.053223
	Iteration 34Q: 3 clusters Score -874634.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -874649.937500 Penalty: 4410.053223
	Iteration 35Q: 3 clusters Score -874649.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -874656.125000 Penalty: 4410.053223
	Iteration 36Q: 3 clusters Score -874656.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -874663.062500 Penalty: 4410.053223
	Iteration 37Q: 3 clusters Score -874663.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -874667.875000 Penalty: 4410.053223
	Iteration 38Q: 3 clusters Score -874667.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -874670.062500 Penalty: 4410.053223
	Iteration 39Q: 3 clusters Score -874670.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -874673.437500 Penalty: 4410.053223
	Iteration 40F: 3 clusters Score -874673.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -874675.250000 Penalty: 4410.053223
	Iteration 41Q: 3 clusters Score -874675.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -874673.250000 Penalty: 4410.053223
	Iteration 42Q: 3 clusters Score -874673.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -874674.812500 Penalty: 4410.053223
	Iteration 43Q: 3 clusters Score -874674.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -874675.125000 Penalty: 4410.053223
	Iteration 44Q: 3 clusters Score -874675.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -874676.250000 Penalty: 4410.053223
	Iteration 45Q: 3 clusters Score -874676.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -874676.250000 Penalty: 4410.053223
	Iteration 46F: 3 clusters Score -874676.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Entering Unmasked Estep 
Score: -3891228.000000 Penalty: 2568.436523
	Iteration 0F: 2 clusters Score -3891228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -3869784.500000 Penalty: 5136.873047
	Iteration 0F: 3 clusters Score -3869784 nChanged 14197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -3877554.750000 Penalty: 5136.873047
	Iteration 1F: 3 clusters Score -3877555 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -3878211.250000 Penalty: 5136.873047
	Iteration 2F: 3 clusters Score -3878211 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -3879028.250000 Penalty: 5136.873047
	Iteration 3F: 3 clusters Score -3879028 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -3880009.750000 Penalty: 5136.873047
	Iteration 4F: 3 clusters Score -3880010 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -3881216.250000 Penalty: 5136.873047
	Iteration 5F: 3 clusters Score -3881216 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -3882747.750000 Penalty: 5136.873047
	Iteration 6F: 3 clusters Score -3882748 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -3884255.250000 Penalty: 5136.873047
	Iteration 7F: 3 clusters Score -3884255 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -3885665.750000 Penalty: 5136.873047
	Iteration 8F: 3 clusters Score -3885666 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -3886824.250000 Penalty: 5136.873047
	Iteration 9Q: 3 clusters Score -3886824 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -3887708.250000 Penalty: 5136.873047
	Iteration 10Q: 3 clusters Score -3887708 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -3888255.000000 Penalty: 5136.873047
	Iteration 11Q: 3 clusters Score -3888255 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -3888580.000000 Penalty: 5136.873047
	Iteration 12Q: 3 clusters Score -3888580 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -3888757.250000 Penalty: 5136.873047
	Iteration 13Q: 3 clusters Score -3888757 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -3888880.500000 Penalty: 5136.873047
	Iteration 14Q: 3 clusters Score -3888880 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -3888970.750000 Penalty: 5136.873047
	Iteration 15Q: 3 clusters Score -3888971 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -3889012.750000 Penalty: 5136.873047
	Iteration 16Q: 3 clusters Score -3889013 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -3889057.500000 Penalty: 5136.873047
	Iteration 17Q: 3 clusters Score -3889058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -3889086.500000 Penalty: 5136.873047
	Iteration 18Q: 3 clusters Score -3889086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -3889098.000000 Penalty: 5136.873047
	Iteration 19Q: 3 clusters Score -3889098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -3889105.000000 Penalty: 5136.873047
	Iteration 20F: 3 clusters Score -3889105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -3889109.500000 Penalty: 5136.873047
	Iteration 21Q: 3 clusters Score -3889110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -3889120.250000 Penalty: 5136.873047
	Iteration 22Q: 3 clusters Score -3889120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -3889121.000000 Penalty: 5136.873047
	Iteration 23Q: 3 clusters Score -3889121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -3889124.750000 Penalty: 5136.873047
	Iteration 24Q: 3 clusters Score -3889125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -3889124.250000 Penalty: 5136.873047
	Iteration 25Q: 3 clusters Score -3889124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -3889128.000000 Penalty: 5136.873047
	Iteration 26Q: 3 clusters Score -3889128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -3889128.250000 Penalty: 5136.873047
	Iteration 27Q: 3 clusters Score -3889128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -3889130.750000 Penalty: 5136.873047
	Iteration 28Q: 3 clusters Score -3889131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -3889135.750000 Penalty: 5136.873047
	Iteration 29Q: 3 clusters Score -3889136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -3889141.750000 Penalty: 5136.873047
	Iteration 30Q: 3 clusters Score -3889142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -3889142.000000 Penalty: 5136.873047
	Iteration 31Q: 3 clusters Score -3889142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -3889145.750000 Penalty: 5136.873047
	Iteration 32Q: 3 clusters Score -3889146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -3889143.000000 Penalty: 5136.873047
	Iteration 33Q: 3 clusters Score -3889143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -3889146.500000 Penalty: 5136.873047
	Iteration 34Q: 3 clusters Score -3889146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -3889146.500000 Penalty: 5136.873047
	Iteration 35F: 3 clusters Score -3889146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (57272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57272 members 
Entering Unmasked Estep 
Score: -6853129.500000 Penalty: 2716.980713
	Iteration 0F: 2 clusters Score -6853130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -6814712.000000 Penalty: 5433.961426
	Iteration 0F: 3 clusters Score -6814712 nChanged 26702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -6829942.000000 Penalty: 5433.961426
	Iteration 1F: 3 clusters Score -6829942 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -6830755.000000 Penalty: 5433.961426
	Iteration 2Q: 3 clusters Score -6830755 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -6831667.500000 Penalty: 5433.961426
	Iteration 3Q: 3 clusters Score -6831668 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -6832796.000000 Penalty: 5433.961426
	Iteration 4Q: 3 clusters Score -6832796 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -6834541.000000 Penalty: 5433.961426
	Iteration 5F: 3 clusters Score -6834541 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -6837161.500000 Penalty: 5433.961426
	Iteration 6F: 3 clusters Score -6837162 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -6840729.000000 Penalty: 5433.961426
	Iteration 7F: 3 clusters Score -6840729 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -6844598.500000 Penalty: 5433.961426
	Iteration 8F: 3 clusters Score -6844598 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 53721 members 
Entering Unmasked Estep 
Score: -6847694.000000 Penalty: 5433.961426
	Iteration 9F: 3 clusters Score -6847694 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 55529 members 
Entering Unmasked Estep 
Score: -6849390.000000 Penalty: 5433.961426
	Iteration 10Q: 3 clusters Score -6849390 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 56380 members 
Entering Unmasked Estep 
Score: -6850163.500000 Penalty: 5433.961426
	Iteration 11Q: 3 clusters Score -6850164 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -6850491.500000 Penalty: 5433.961426
	Iteration 12Q: 3 clusters Score -6850492 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 56851 members 
Entering Unmasked Estep 
Score: -6850606.500000 Penalty: 5433.961426
	Iteration 13Q: 3 clusters Score -6850606 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 56907 members 
Entering Unmasked Estep 
Score: -6850682.000000 Penalty: 5433.961426
	Iteration 14Q: 3 clusters Score -6850682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 56926 members 
Entering Unmasked Estep 
Score: -6850718.500000 Penalty: 5433.961426
	Iteration 15Q: 3 clusters Score -6850718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 56940 members 
Entering Unmasked Estep 
Score: -6850742.000000 Penalty: 5433.961426
	Iteration 16Q: 3 clusters Score -6850742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 56951 members 
Entering Unmasked Estep 
Score: -6850768.500000 Penalty: 5433.961426
	Iteration 17Q: 3 clusters Score -6850768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 56954 members 
Entering Unmasked Estep 
Score: -6850785.500000 Penalty: 5433.961426
	Iteration 18Q: 3 clusters Score -6850786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -6850796.000000 Penalty: 5433.961426
	Iteration 19Q: 3 clusters Score -6850796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 56962 members 
Entering Unmasked Estep 
Score: -6850808.000000 Penalty: 5433.961426
	Iteration 20F: 3 clusters Score -6850808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 56966 members 
Entering Unmasked Estep 
Score: -6850804.500000 Penalty: 5433.961426
	Iteration 21Q: 3 clusters Score -6850804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 56969 members 
Entering Unmasked Estep 
Score: -6850805.000000 Penalty: 5433.961426
	Iteration 22Q: 3 clusters Score -6850805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -6850804.000000 Penalty: 5433.961426
	Iteration 23Q: 3 clusters Score -6850804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -6850804.000000 Penalty: 5433.961426
	Iteration 24F: 3 clusters Score -6850804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -15411.623047 Penalty: 1273.677979
	Iteration 0F: 2 clusters Score -15411.62 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 89 members 
Entering Unmasked Estep 
Score: -14402.871094 Penalty: 2547.355957
	Iteration 0F: 3 clusters Score -14402.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14437.543945 Penalty: 2547.355957
	Iteration 1Q: 3 clusters Score -14437.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14462.550781 Penalty: 2547.355957
	Iteration 2Q: 3 clusters Score -14462.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14467.721680 Penalty: 2547.355957
	Iteration 3Q: 3 clusters Score -14467.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14470.932617 Penalty: 2547.355957
	Iteration 4Q: 3 clusters Score -14470.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14470.932617 Penalty: 2547.355957
	Iteration 5F: 3 clusters Score -14470.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Entering Unmasked Estep 
Score: -1368509.750000 Penalty: 2308.948486
	Iteration 0F: 2 clusters Score -1368510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1360193.375000 Penalty: 4617.896973
	Iteration 0F: 3 clusters Score -1360193 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1362523.250000 Penalty: 4617.896973
	Iteration 1F: 3 clusters Score -1362523 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1362842.250000 Penalty: 4617.896973
	Iteration 2F: 3 clusters Score -1362842 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1363086.125000 Penalty: 4617.896973
	Iteration 3F: 3 clusters Score -1363086 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1363267.250000 Penalty: 4617.896973
	Iteration 4Q: 3 clusters Score -1363267 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1363425.625000 Penalty: 4617.896973
	Iteration 5Q: 3 clusters Score -1363426 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1363613.375000 Penalty: 4617.896973
	Iteration 6Q: 3 clusters Score -1363613 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1363822.625000 Penalty: 4617.896973
	Iteration 7Q: 3 clusters Score -1363823 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1364058.375000 Penalty: 4617.896973
	Iteration 8Q: 3 clusters Score -1364058 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1364295.500000 Penalty: 4617.896973
	Iteration 9Q: 3 clusters Score -1364296 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1364530.000000 Penalty: 4617.896973
	Iteration 10Q: 3 clusters Score -1364530 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1364753.750000 Penalty: 4617.896973
	Iteration 11Q: 3 clusters Score -1364754 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1364978.625000 Penalty: 4617.896973
	Iteration 12Q: 3 clusters Score -1364979 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1365220.625000 Penalty: 4617.896973
	Iteration 13Q: 3 clusters Score -1365221 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1365419.625000 Penalty: 4617.896973
	Iteration 14Q: 3 clusters Score -1365420 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1365617.625000 Penalty: 4617.896973
	Iteration 15Q: 3 clusters Score -1365618 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1365802.125000 Penalty: 4617.896973
	Iteration 16Q: 3 clusters Score -1365802 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1365967.750000 Penalty: 4617.896973
	Iteration 17Q: 3 clusters Score -1365968 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1366078.000000 Penalty: 4617.896973
	Iteration 18Q: 3 clusters Score -1366078 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1366175.250000 Penalty: 4617.896973
	Iteration 19Q: 3 clusters Score -1366175 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1366246.250000 Penalty: 4617.896973
	Iteration 20F: 3 clusters Score -1366246 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1366296.875000 Penalty: 4617.896973
	Iteration 21Q: 3 clusters Score -1366297 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1366336.125000 Penalty: 4617.896973
	Iteration 22Q: 3 clusters Score -1366336 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1366367.125000 Penalty: 4617.896973
	Iteration 23Q: 3 clusters Score -1366367 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1366391.125000 Penalty: 4617.896973
	Iteration 24Q: 3 clusters Score -1366391 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1366410.000000 Penalty: 4617.896973
	Iteration 25Q: 3 clusters Score -1366410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1366423.500000 Penalty: 4617.896973
	Iteration 26Q: 3 clusters Score -1366424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1366434.500000 Penalty: 4617.896973
	Iteration 27Q: 3 clusters Score -1366434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1366442.125000 Penalty: 4617.896973
	Iteration 28Q: 3 clusters Score -1366442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1366458.250000 Penalty: 4617.896973
	Iteration 29Q: 3 clusters Score -1366458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1366465.500000 Penalty: 4617.896973
	Iteration 30Q: 3 clusters Score -1366466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1366476.500000 Penalty: 4617.896973
	Iteration 31Q: 3 clusters Score -1366476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1366489.625000 Penalty: 4617.896973
	Iteration 32Q: 3 clusters Score -1366490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1366498.750000 Penalty: 4617.896973
	Iteration 33Q: 3 clusters Score -1366499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1366512.875000 Penalty: 4617.896973
	Iteration 34Q: 3 clusters Score -1366513 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1366525.750000 Penalty: 4617.896973
	Iteration 35Q: 3 clusters Score -1366526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1366536.000000 Penalty: 4617.896973
	Iteration 36Q: 3 clusters Score -1366536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1366543.375000 Penalty: 4617.896973
	Iteration 37Q: 3 clusters Score -1366543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1366547.500000 Penalty: 4617.896973
	Iteration 38Q: 3 clusters Score -1366548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1366552.625000 Penalty: 4617.896973
	Iteration 39Q: 3 clusters Score -1366553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1366555.750000 Penalty: 4617.896973
	Iteration 40F: 3 clusters Score -1366556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1366558.625000 Penalty: 4617.896973
	Iteration 41Q: 3 clusters Score -1366559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1366562.125000 Penalty: 4617.896973
	Iteration 42Q: 3 clusters Score -1366562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1366564.250000 Penalty: 4617.896973
	Iteration 43Q: 3 clusters Score -1366564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1366566.000000 Penalty: 4617.896973
	Iteration 44Q: 3 clusters Score -1366566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1366571.375000 Penalty: 4617.896973
	Iteration 45Q: 3 clusters Score -1366571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1366572.250000 Penalty: 4617.896973
	Iteration 46Q: 3 clusters Score -1366572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1366574.875000 Penalty: 4617.896973
	Iteration 47Q: 3 clusters Score -1366575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1366575.750000 Penalty: 4617.896973
	Iteration 48Q: 3 clusters Score -1366576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1366572.875000 Penalty: 4617.896973
	Iteration 49Q: 3 clusters Score -1366573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1366576.000000 Penalty: 4617.896973
	Iteration 50Q: 3 clusters Score -1366576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1366575.875000 Penalty: 4617.896973
	Iteration 51Q: 3 clusters Score -1366576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1366575.375000 Penalty: 4617.896973
	Iteration 52Q: 3 clusters Score -1366575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1366576.500000 Penalty: 4617.896973
	Iteration 53Q: 3 clusters Score -1366576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1366577.250000 Penalty: 4617.896973
	Iteration 54Q: 3 clusters Score -1366577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1366575.250000 Penalty: 4617.896973
	Iteration 55Q: 3 clusters Score -1366575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1366575.250000 Penalty: 4617.896973
	Iteration 56F: 3 clusters Score -1366575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Entering Unmasked Estep 
Score: -1099502.000000 Penalty: 2270.161133
	Iteration 0F: 2 clusters Score -1099502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1092189.375000 Penalty: 4540.322266
	Iteration 0F: 3 clusters Score -1092189 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1094455.125000 Penalty: 4540.322266
	Iteration 1F: 3 clusters Score -1094455 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1094882.125000 Penalty: 4540.322266
	Iteration 2F: 3 clusters Score -1094882 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1095183.375000 Penalty: 4540.322266
	Iteration 3F: 3 clusters Score -1095183 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1095400.750000 Penalty: 4540.322266
	Iteration 4Q: 3 clusters Score -1095401 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1095607.500000 Penalty: 4540.322266
	Iteration 5Q: 3 clusters Score -1095608 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1095823.125000 Penalty: 4540.322266
	Iteration 6Q: 3 clusters Score -1095823 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1096031.375000 Penalty: 4540.322266
	Iteration 7Q: 3 clusters Score -1096031 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1096242.125000 Penalty: 4540.322266
	Iteration 8Q: 3 clusters Score -1096242 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1096450.250000 Penalty: 4540.322266
	Iteration 9Q: 3 clusters Score -1096450 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1096653.750000 Penalty: 4540.322266
	Iteration 10Q: 3 clusters Score -1096654 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1096845.625000 Penalty: 4540.322266
	Iteration 11Q: 3 clusters Score -1096846 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1096992.375000 Penalty: 4540.322266
	Iteration 12Q: 3 clusters Score -1096992 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1097119.250000 Penalty: 4540.322266
	Iteration 13Q: 3 clusters Score -1097119 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1097230.750000 Penalty: 4540.322266
	Iteration 14Q: 3 clusters Score -1097231 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1097342.375000 Penalty: 4540.322266
	Iteration 15Q: 3 clusters Score -1097342 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1097414.500000 Penalty: 4540.322266
	Iteration 16Q: 3 clusters Score -1097414 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1097472.875000 Penalty: 4540.322266
	Iteration 17Q: 3 clusters Score -1097473 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1097529.875000 Penalty: 4540.322266
	Iteration 18Q: 3 clusters Score -1097530 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1097566.125000 Penalty: 4540.322266
	Iteration 19Q: 3 clusters Score -1097566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1097597.000000 Penalty: 4540.322266
	Iteration 20F: 3 clusters Score -1097597 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1097628.875000 Penalty: 4540.322266
	Iteration 21Q: 3 clusters Score -1097629 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1097651.250000 Penalty: 4540.322266
	Iteration 22Q: 3 clusters Score -1097651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1097660.125000 Penalty: 4540.322266
	Iteration 23Q: 3 clusters Score -1097660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1097666.625000 Penalty: 4540.322266
	Iteration 24Q: 3 clusters Score -1097667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1097673.750000 Penalty: 4540.322266
	Iteration 25Q: 3 clusters Score -1097674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1097679.125000 Penalty: 4540.322266
	Iteration 26Q: 3 clusters Score -1097679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1097684.000000 Penalty: 4540.322266
	Iteration 27Q: 3 clusters Score -1097684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1097684.250000 Penalty: 4540.322266
	Iteration 28Q: 3 clusters Score -1097684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1097683.375000 Penalty: 4540.322266
	Iteration 29Q: 3 clusters Score -1097683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1097686.250000 Penalty: 4540.322266
	Iteration 30Q: 3 clusters Score -1097686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1097691.250000 Penalty: 4540.322266
	Iteration 31Q: 3 clusters Score -1097691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1097693.625000 Penalty: 4540.322266
	Iteration 32Q: 3 clusters Score -1097694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1097695.250000 Penalty: 4540.322266
	Iteration 33Q: 3 clusters Score -1097695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1097696.250000 Penalty: 4540.322266
	Iteration 34Q: 3 clusters Score -1097696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1097696.000000 Penalty: 4540.322266
	Iteration 35Q: 3 clusters Score -1097696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1097700.250000 Penalty: 4540.322266
	Iteration 36Q: 3 clusters Score -1097700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1097703.500000 Penalty: 4540.322266
	Iteration 37Q: 3 clusters Score -1097704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1097708.125000 Penalty: 4540.322266
	Iteration 38Q: 3 clusters Score -1097708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1097715.000000 Penalty: 4540.322266
	Iteration 39Q: 3 clusters Score -1097715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1097719.250000 Penalty: 4540.322266
	Iteration 40F: 3 clusters Score -1097719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1097720.750000 Penalty: 4540.322266
	Iteration 41Q: 3 clusters Score -1097721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1097720.625000 Penalty: 4540.322266
	Iteration 42Q: 3 clusters Score -1097721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1097721.750000 Penalty: 4540.322266
	Iteration 43Q: 3 clusters Score -1097722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1097724.250000 Penalty: 4540.322266
	Iteration 44Q: 3 clusters Score -1097724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1097724.625000 Penalty: 4540.322266
	Iteration 45Q: 3 clusters Score -1097725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1097725.625000 Penalty: 4540.322266
	Iteration 46Q: 3 clusters Score -1097726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1097726.000000 Penalty: 4540.322266
	Iteration 47Q: 3 clusters Score -1097726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1097729.250000 Penalty: 4540.322266
	Iteration 48Q: 3 clusters Score -1097729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1097731.750000 Penalty: 4540.322266
	Iteration 49Q: 3 clusters Score -1097732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1097733.500000 Penalty: 4540.322266
	Iteration 50Q: 3 clusters Score -1097734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1097732.625000 Penalty: 4540.322266
	Iteration 51Q: 3 clusters Score -1097733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1097735.375000 Penalty: 4540.322266
	Iteration 52Q: 3 clusters Score -1097735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1097735.500000 Penalty: 4540.322266
	Iteration 53Q: 3 clusters Score -1097736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1097738.250000 Penalty: 4540.322266
	Iteration 54Q: 3 clusters Score -1097738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1097738.750000 Penalty: 4540.322266
	Iteration 55Q: 3 clusters Score -1097739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1097738.750000 Penalty: 4540.322266
	Iteration 56F: 3 clusters Score -1097739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -79209.765625 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -79209.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -77484.812500 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -77484.81 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -77723.796875 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -77723.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -77798.804688 Penalty: 3252.866211
	Iteration 2F: 3 clusters Score -77798.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -77833.585938 Penalty: 3252.866211
	Iteration 3Q: 3 clusters Score -77833.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -77854.007812 Penalty: 3252.866211
	Iteration 4Q: 3 clusters Score -77854.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -77873.625000 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -77873.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -77893.375000 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -77893.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -77910.093750 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -77910.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -77925.078125 Penalty: 3252.866211
	Iteration 8Q: 3 clusters Score -77925.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -77938.679688 Penalty: 3252.866211
	Iteration 9Q: 3 clusters Score -77938.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -77944.117188 Penalty: 3252.866211
	Iteration 10Q: 3 clusters Score -77944.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -77946.695312 Penalty: 3252.866211
	Iteration 11Q: 3 clusters Score -77946.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -77947.820312 Penalty: 3252.866211
	Iteration 12Q: 3 clusters Score -77947.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -77949.578125 Penalty: 3252.866211
	Iteration 13Q: 3 clusters Score -77949.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -77957.859375 Penalty: 3252.866211
	Iteration 14Q: 3 clusters Score -77957.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -77963.007812 Penalty: 3252.866211
	Iteration 15Q: 3 clusters Score -77963.01 nChanged 3
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: -77968.421875 Penalty: 3252.866211
	Iteration 16Q: 3 clusters Score -77968.42 nChanged 2
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: -77971.914062 Penalty: 3252.866211
	Iteration 17Q: 3 clusters Score -77971.91 nChanged 2
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: -77977.109375 Penalty: 3252.866211
	Iteration 18Q: 3 clusters Score -77977.11 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: -77979.437500 Penalty: 3252.866211
	Iteration 19Q: 3 clusters Score -77979.44 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: -77984.500000 Penalty: 3252.866211
	Iteration 20F: 3 clusters Score -77984.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -77992.671875 Penalty: 3252.866211
	Iteration 21Q: 3 clusters Score -77992.67 nChanged 4
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: -78004.210938 Penalty: 3252.866211
	Iteration 22Q: 3 clusters Score -78004.21 nChanged 5
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: -78013.835938 Penalty: 3252.866211
	Iteration 23Q: 3 clusters Score -78013.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -78028.625000 Penalty: 3252.866211
	Iteration 24Q: 3 clusters Score -78028.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -78044.601562 Penalty: 3252.866211
	Iteration 25Q: 3 clusters Score -78044.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -78056.648438 Penalty: 3252.866211
	Iteration 26Q: 3 clusters Score -78056.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -78059.523438 Penalty: 3252.866211
	Iteration 27Q: 3 clusters Score -78059.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -78064.265625 Penalty: 3252.866211
	Iteration 28Q: 3 clusters Score -78064.27 nChanged 1
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: -78066.429688 Penalty: 3252.866211
	Iteration 29Q: 3 clusters Score -78066.43 nChanged 0
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: -78066.429688 Penalty: 3252.866211
	Iteration 30F: 3 clusters Score -78066.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -87312.296875 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -87312.3 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 368 members 
Entering Unmasked Estep 
Score: -85630.468750 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -85630.47 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -85893.921875 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -85893.92 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -86017.859375 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -86017.86 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -86100.914062 Penalty: 3292.729736
	Iteration 3Q: 3 clusters Score -86100.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -86160.703125 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -86160.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -86226.757812 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -86226.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -86293.296875 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -86293.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -86327.921875 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -86327.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -86342.601562 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -86342.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -86353.960938 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -86353.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -86367.593750 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -86367.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -86373.140625 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -86373.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -86378.546875 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -86378.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -86382.726562 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -86382.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -86387.976562 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -86387.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -86392.390625 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -86392.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -86407.085938 Penalty: 3292.729736
	Iteration 16Q: 3 clusters Score -86407.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -86412.984375 Penalty: 3292.729736
	Iteration 17Q: 3 clusters Score -86412.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -86414.750000 Penalty: 3292.729736
	Iteration 18Q: 3 clusters Score -86414.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -86416.507812 Penalty: 3292.729736
	Iteration 19Q: 3 clusters Score -86416.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -86416.507812 Penalty: 3292.729736
	Iteration 20F: 3 clusters Score -86416.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -80144.093750 Penalty: 1625.728516
	Iteration 0F: 2 clusters Score -80144.09 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 345 members 
Entering Unmasked Estep 
Score: -78416.718750 Penalty: 3251.457031
	Iteration 0F: 3 clusters Score -78416.72 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -78630.968750 Penalty: 3251.457031
	Iteration 1F: 3 clusters Score -78630.97 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -78707.109375 Penalty: 3251.457031
	Iteration 2F: 3 clusters Score -78707.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -78758.304688 Penalty: 3251.457031
	Iteration 3Q: 3 clusters Score -78758.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -78787.031250 Penalty: 3251.457031
	Iteration 4Q: 3 clusters Score -78787.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -78802.867188 Penalty: 3251.457031
	Iteration 5Q: 3 clusters Score -78802.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -78811.539062 Penalty: 3251.457031
	Iteration 6Q: 3 clusters Score -78811.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -78830.773438 Penalty: 3251.457031
	Iteration 7Q: 3 clusters Score -78830.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78831.984375 Penalty: 3251.457031
	Iteration 8Q: 3 clusters Score -78831.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -78836.007812 Penalty: 3251.457031
	Iteration 9Q: 3 clusters Score -78836.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -78839.882812 Penalty: 3251.457031
	Iteration 10Q: 3 clusters Score -78839.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -78839.882812 Penalty: 3251.457031
	Iteration 11F: 3 clusters Score -78839.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -26992.591797 Penalty: 1364.312134
	Iteration 0F: 2 clusters Score -26992.59 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: -25803.119141 Penalty: 2728.624268
	Iteration 0F: 3 clusters Score -25803.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25870.443359 Penalty: 2728.624268
	Iteration 1F: 3 clusters Score -25870.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25881.000000 Penalty: 2728.624268
	Iteration 2Q: 3 clusters Score -25881 nChanged 1
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: -25886.792969 Penalty: 2728.624268
	Iteration 3Q: 3 clusters Score -25886.79 nChanged 0
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: -25886.792969 Penalty: 2728.624268
	Iteration 4F: 3 clusters Score -25886.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -76817.023438 Penalty: 1627.836182
	Iteration 0F: 2 clusters Score -76817.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -75130.703125 Penalty: 3255.672363
	Iteration 0F: 3 clusters Score -75130.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -75339.960938 Penalty: 3255.672363
	Iteration 1F: 3 clusters Score -75339.96 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -75398.750000 Penalty: 3255.672363
	Iteration 2F: 3 clusters Score -75398.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -75425.085938 Penalty: 3255.672363
	Iteration 3Q: 3 clusters Score -75425.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -75437.406250 Penalty: 3255.672363
	Iteration 4Q: 3 clusters Score -75437.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -75448.640625 Penalty: 3255.672363
	Iteration 5Q: 3 clusters Score -75448.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -75452.195312 Penalty: 3255.672363
	Iteration 6Q: 3 clusters Score -75452.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -75452.195312 Penalty: 3255.672363
	Iteration 7F: 3 clusters Score -75452.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Entering Unmasked Estep 
Score: -2486722.750000 Penalty: 2453.158691
	Iteration 0F: 2 clusters Score -2486723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2472838.000000 Penalty: 4906.317383
	Iteration 0F: 3 clusters Score -2472838 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2477464.250000 Penalty: 4906.317383
	Iteration 1F: 3 clusters Score -2477464 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2477863.750000 Penalty: 4906.317383
	Iteration 2F: 3 clusters Score -2477864 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2478169.500000 Penalty: 4906.317383
	Iteration 3Q: 3 clusters Score -2478170 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2478487.750000 Penalty: 4906.317383
	Iteration 4Q: 3 clusters Score -2478488 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2478863.250000 Penalty: 4906.317383
	Iteration 5Q: 3 clusters Score -2478863 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2479331.000000 Penalty: 4906.317383
	Iteration 6Q: 3 clusters Score -2479331 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2479864.250000 Penalty: 4906.317383
	Iteration 7Q: 3 clusters Score -2479864 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2480464.000000 Penalty: 4906.317383
	Iteration 8F: 3 clusters Score -2480464 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2481173.250000 Penalty: 4906.317383
	Iteration 9F: 3 clusters Score -2481173 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2481891.000000 Penalty: 4906.317383
	Iteration 10F: 3 clusters Score -2481891 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2482493.000000 Penalty: 4906.317383
	Iteration 11Q: 3 clusters Score -2482493 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2482876.750000 Penalty: 4906.317383
	Iteration 12Q: 3 clusters Score -2482877 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2483142.500000 Penalty: 4906.317383
	Iteration 13Q: 3 clusters Score -2483142 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2483293.500000 Penalty: 4906.317383
	Iteration 14Q: 3 clusters Score -2483294 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2483402.250000 Penalty: 4906.317383
	Iteration 15Q: 3 clusters Score -2483402 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -2483491.750000 Penalty: 4906.317383
	Iteration 16Q: 3 clusters Score -2483492 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2483572.250000 Penalty: 4906.317383
	Iteration 17Q: 3 clusters Score -2483572 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2483658.250000 Penalty: 4906.317383
	Iteration 18Q: 3 clusters Score -2483658 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2483735.750000 Penalty: 4906.317383
	Iteration 19Q: 3 clusters Score -2483736 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -2483802.000000 Penalty: 4906.317383
	Iteration 20F: 3 clusters Score -2483802 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2483850.000000 Penalty: 4906.317383
	Iteration 21Q: 3 clusters Score -2483850 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2483891.500000 Penalty: 4906.317383
	Iteration 22Q: 3 clusters Score -2483892 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2483924.250000 Penalty: 4906.317383
	Iteration 23Q: 3 clusters Score -2483924 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2483950.000000 Penalty: 4906.317383
	Iteration 24Q: 3 clusters Score -2483950 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2483982.000000 Penalty: 4906.317383
	Iteration 25Q: 3 clusters Score -2483982 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2484008.250000 Penalty: 4906.317383
	Iteration 26Q: 3 clusters Score -2484008 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2484033.250000 Penalty: 4906.317383
	Iteration 27Q: 3 clusters Score -2484033 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2484060.500000 Penalty: 4906.317383
	Iteration 28Q: 3 clusters Score -2484060 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2484081.750000 Penalty: 4906.317383
	Iteration 29Q: 3 clusters Score -2484082 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2484103.750000 Penalty: 4906.317383
	Iteration 30Q: 3 clusters Score -2484104 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2484131.500000 Penalty: 4906.317383
	Iteration 31Q: 3 clusters Score -2484132 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2484145.000000 Penalty: 4906.317383
	Iteration 32Q: 3 clusters Score -2484145 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2484175.250000 Penalty: 4906.317383
	Iteration 33Q: 3 clusters Score -2484175 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2484192.750000 Penalty: 4906.317383
	Iteration 34Q: 3 clusters Score -2484193 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2484217.750000 Penalty: 4906.317383
	Iteration 35Q: 3 clusters Score -2484218 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2484216.500000 Penalty: 4906.317383
	Iteration 36Q: 3 clusters Score -2484216 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2484240.500000 Penalty: 4906.317383
	Iteration 37Q: 3 clusters Score -2484240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2484250.250000 Penalty: 4906.317383
	Iteration 38Q: 3 clusters Score -2484250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2484264.250000 Penalty: 4906.317383
	Iteration 39Q: 3 clusters Score -2484264 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2484274.250000 Penalty: 4906.317383
	Iteration 40F: 3 clusters Score -2484274 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2484294.000000 Penalty: 4906.317383
	Iteration 41Q: 3 clusters Score -2484294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2484300.500000 Penalty: 4906.317383
	Iteration 42Q: 3 clusters Score -2484300 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2484312.250000 Penalty: 4906.317383
	Iteration 43Q: 3 clusters Score -2484312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2484320.000000 Penalty: 4906.317383
	Iteration 44Q: 3 clusters Score -2484320 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2484332.250000 Penalty: 4906.317383
	Iteration 45Q: 3 clusters Score -2484332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2484347.250000 Penalty: 4906.317383
	Iteration 46Q: 3 clusters Score -2484347 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2484351.250000 Penalty: 4906.317383
	Iteration 47Q: 3 clusters Score -2484351 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2484372.750000 Penalty: 4906.317383
	Iteration 48Q: 3 clusters Score -2484373 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2484377.750000 Penalty: 4906.317383
	Iteration 49Q: 3 clusters Score -2484378 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2484385.750000 Penalty: 4906.317383
	Iteration 50Q: 3 clusters Score -2484386 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2484396.750000 Penalty: 4906.317383
	Iteration 51Q: 3 clusters Score -2484397 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2484408.000000 Penalty: 4906.317383
	Iteration 52Q: 3 clusters Score -2484408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2484426.000000 Penalty: 4906.317383
	Iteration 53Q: 3 clusters Score -2484426 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2484448.500000 Penalty: 4906.317383
	Iteration 54Q: 3 clusters Score -2484448 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2484467.500000 Penalty: 4906.317383
	Iteration 55Q: 3 clusters Score -2484468 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2484477.750000 Penalty: 4906.317383
	Iteration 56Q: 3 clusters Score -2484478 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2484494.250000 Penalty: 4906.317383
	Iteration 57Q: 3 clusters Score -2484494 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2484504.000000 Penalty: 4906.317383
	Iteration 58Q: 3 clusters Score -2484504 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2484516.750000 Penalty: 4906.317383
	Iteration 59Q: 3 clusters Score -2484517 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2484523.250000 Penalty: 4906.317383
	Iteration 60F: 3 clusters Score -2484523 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2484543.250000 Penalty: 4906.317383
	Iteration 61Q: 3 clusters Score -2484543 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2484564.250000 Penalty: 4906.317383
	Iteration 62Q: 3 clusters Score -2484564 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2484575.500000 Penalty: 4906.317383
	Iteration 63Q: 3 clusters Score -2484576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2484588.000000 Penalty: 4906.317383
	Iteration 64Q: 3 clusters Score -2484588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2484593.750000 Penalty: 4906.317383
	Iteration 65Q: 3 clusters Score -2484594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2484601.250000 Penalty: 4906.317383
	Iteration 66Q: 3 clusters Score -2484601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2484613.500000 Penalty: 4906.317383
	Iteration 67Q: 3 clusters Score -2484614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2484617.500000 Penalty: 4906.317383
	Iteration 68Q: 3 clusters Score -2484618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2484614.500000 Penalty: 4906.317383
	Iteration 69Q: 3 clusters Score -2484614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2484613.000000 Penalty: 4906.317383
	Iteration 70Q: 3 clusters Score -2484613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2484612.250000 Penalty: 4906.317383
	Iteration 71Q: 3 clusters Score -2484612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2484614.750000 Penalty: 4906.317383
	Iteration 72Q: 3 clusters Score -2484615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2484616.750000 Penalty: 4906.317383
	Iteration 73Q: 3 clusters Score -2484617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2484618.500000 Penalty: 4906.317383
	Iteration 74Q: 3 clusters Score -2484618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2484617.000000 Penalty: 4906.317383
	Iteration 75Q: 3 clusters Score -2484617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2484622.250000 Penalty: 4906.317383
	Iteration 76Q: 3 clusters Score -2484622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2484623.750000 Penalty: 4906.317383
	Iteration 77Q: 3 clusters Score -2484624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2484622.500000 Penalty: 4906.317383
	Iteration 78Q: 3 clusters Score -2484622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2484625.750000 Penalty: 4906.317383
	Iteration 79Q: 3 clusters Score -2484626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2484624.500000 Penalty: 4906.317383
	Iteration 80F: 3 clusters Score -2484624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232174 members 
Mstep: Class 2 contains 11148 members 
Mstep: Class 3 contains 241831 members 
Mstep: Class 4 contains 32150 members 
Mstep: Class 5 contains 9386 members 
Mstep: Class 6 contains 63994 members 
Mstep: Class 7 contains 25941 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38721 members 
Mstep: Class 10 contains 16605 members 
Mstep: Class 11 contains 22513 members 
Mstep: Class 12 contains 23914 members 
Mstep: Class 13 contains 224146 members 
Mstep: Class 14 contains 128780 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68504 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31464 members 
Mstep: Class 21 contains 57272 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9451 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441120.000000 Penalty: 104923.953125
Iteration 279Q: 31 clusters Score -1.584411e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232174 members 
Mstep: Class 2 contains 11148 members 
Mstep: Class 3 contains 241828 members 
Mstep: Class 4 contains 32150 members 
Mstep: Class 5 contains 9386 members 
Mstep: Class 6 contains 63992 members 
Mstep: Class 7 contains 25941 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38723 members 
Mstep: Class 10 contains 16611 members 
Mstep: Class 11 contains 22513 members 
Mstep: Class 12 contains 23914 members 
Mstep: Class 13 contains 224138 members 
Mstep: Class 14 contains 128781 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68505 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31466 members 
Mstep: Class 21 contains 57272 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9451 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441168.000000 Penalty: 104923.953125
Iteration 280F: 31 clusters Score -1.584412e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232174 members 
Mstep: Class 2 contains 11148 members 
Mstep: Class 3 contains 241830 members 
Mstep: Class 4 contains 32150 members 
Mstep: Class 5 contains 9385 members 
Mstep: Class 6 contains 63994 members 
Mstep: Class 7 contains 25941 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38724 members 
Mstep: Class 10 contains 16611 members 
Mstep: Class 11 contains 22513 members 
Mstep: Class 12 contains 23914 members 
Mstep: Class 13 contains 224135 members 
Mstep: Class 14 contains 128781 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68506 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31463 members 
Mstep: Class 21 contains 57273 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9451 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441264.000000 Penalty: 104923.953125
Iteration 281Q: 31 clusters Score -1.584413e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232174 members 
Mstep: Class 2 contains 11148 members 
Mstep: Class 3 contains 241832 members 
Mstep: Class 4 contains 32150 members 
Mstep: Class 5 contains 9385 members 
Mstep: Class 6 contains 63994 members 
Mstep: Class 7 contains 25941 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38725 members 
Mstep: Class 10 contains 16613 members 
Mstep: Class 11 contains 22513 members 
Mstep: Class 12 contains 23914 members 
Mstep: Class 13 contains 224131 members 
Mstep: Class 14 contains 128783 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68505 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31460 members 
Mstep: Class 21 contains 57273 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9451 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441168.000000 Penalty: 104923.953125
Iteration 282Q: 31 clusters Score -1.584412e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232174 members 
Mstep: Class 2 contains 11148 members 
Mstep: Class 3 contains 241834 members 
Mstep: Class 4 contains 32150 members 
Mstep: Class 5 contains 9382 members 
Mstep: Class 6 contains 63998 members 
Mstep: Class 7 contains 25941 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38726 members 
Mstep: Class 10 contains 16614 members 
Mstep: Class 11 contains 22513 members 
Mstep: Class 12 contains 23913 members 
Mstep: Class 13 contains 224127 members 
Mstep: Class 14 contains 128783 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68506 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31459 members 
Mstep: Class 21 contains 57273 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9451 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441136.000000 Penalty: 104923.953125
Iteration 283Q: 31 clusters Score -1.584411e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232172 members 
Mstep: Class 2 contains 11149 members 
Mstep: Class 3 contains 241835 members 
Mstep: Class 4 contains 32150 members 
Mstep: Class 5 contains 9383 members 
Mstep: Class 6 contains 64001 members 
Mstep: Class 7 contains 25941 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38726 members 
Mstep: Class 10 contains 16614 members 
Mstep: Class 11 contains 22512 members 
Mstep: Class 12 contains 23914 members 
Mstep: Class 13 contains 224123 members 
Mstep: Class 14 contains 128784 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68506 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31458 members 
Mstep: Class 21 contains 57273 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9451 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441184.000000 Penalty: 104923.953125
Iteration 284Q: 31 clusters Score -1.584412e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232172 members 
Mstep: Class 2 contains 11149 members 
Mstep: Class 3 contains 241839 members 
Mstep: Class 4 contains 32150 members 
Mstep: Class 5 contains 9383 members 
Mstep: Class 6 contains 63997 members 
Mstep: Class 7 contains 25941 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38726 members 
Mstep: Class 10 contains 16615 members 
Mstep: Class 11 contains 22512 members 
Mstep: Class 12 contains 23915 members 
Mstep: Class 13 contains 224118 members 
Mstep: Class 14 contains 128786 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68504 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31459 members 
Mstep: Class 21 contains 57274 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9452 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441072.000000 Penalty: 104923.953125
Iteration 285Q: 31 clusters Score -1.584411e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232173 members 
Mstep: Class 2 contains 11149 members 
Mstep: Class 3 contains 241841 members 
Mstep: Class 4 contains 32150 members 
Mstep: Class 5 contains 9382 members 
Mstep: Class 6 contains 63999 members 
Mstep: Class 7 contains 25940 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38726 members 
Mstep: Class 10 contains 16614 members 
Mstep: Class 11 contains 22513 members 
Mstep: Class 12 contains 23918 members 
Mstep: Class 13 contains 224114 members 
Mstep: Class 14 contains 128785 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68503 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31458 members 
Mstep: Class 21 contains 57275 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9452 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441136.000000 Penalty: 104923.953125
Iteration 286Q: 31 clusters Score -1.584411e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232173 members 
Mstep: Class 2 contains 11147 members 
Mstep: Class 3 contains 241842 members 
Mstep: Class 4 contains 32150 members 
Mstep: Class 5 contains 9381 members 
Mstep: Class 6 contains 64001 members 
Mstep: Class 7 contains 25938 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38726 members 
Mstep: Class 10 contains 16616 members 
Mstep: Class 11 contains 22513 members 
Mstep: Class 12 contains 23921 members 
Mstep: Class 13 contains 224108 members 
Mstep: Class 14 contains 128785 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68503 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31458 members 
Mstep: Class 21 contains 57278 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9452 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441136.000000 Penalty: 104923.953125
Iteration 287Q: 31 clusters Score -1.584411e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232173 members 
Mstep: Class 2 contains 11145 members 
Mstep: Class 3 contains 241841 members 
Mstep: Class 4 contains 32150 members 
Mstep: Class 5 contains 9381 members 
Mstep: Class 6 contains 64004 members 
Mstep: Class 7 contains 25938 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38726 members 
Mstep: Class 10 contains 16617 members 
Mstep: Class 11 contains 22513 members 
Mstep: Class 12 contains 23924 members 
Mstep: Class 13 contains 224102 members 
Mstep: Class 14 contains 128786 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68503 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31458 members 
Mstep: Class 21 contains 57279 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9452 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441120.000000 Penalty: 104923.953125
Iteration 288Q: 31 clusters Score -1.584411e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232173 members 
Mstep: Class 2 contains 11144 members 
Mstep: Class 3 contains 241841 members 
Mstep: Class 4 contains 32150 members 
Mstep: Class 5 contains 9381 members 
Mstep: Class 6 contains 64007 members 
Mstep: Class 7 contains 25937 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38726 members 
Mstep: Class 10 contains 16616 members 
Mstep: Class 11 contains 22513 members 
Mstep: Class 12 contains 23924 members 
Mstep: Class 13 contains 224100 members 
Mstep: Class 14 contains 128787 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31458 members 
Mstep: Class 21 contains 57281 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9452 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441136.000000 Penalty: 104923.953125
Iteration 289Q: 31 clusters Score -1.584411e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232172 members 
Mstep: Class 2 contains 11144 members 
Mstep: Class 3 contains 241841 members 
Mstep: Class 4 contains 32150 members 
Mstep: Class 5 contains 9381 members 
Mstep: Class 6 contains 64009 members 
Mstep: Class 7 contains 25938 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38726 members 
Mstep: Class 10 contains 16616 members 
Mstep: Class 11 contains 22513 members 
Mstep: Class 12 contains 23924 members 
Mstep: Class 13 contains 224098 members 
Mstep: Class 14 contains 128787 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31458 members 
Mstep: Class 21 contains 57281 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9452 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441120.000000 Penalty: 104923.953125
Iteration 290Q: 31 clusters Score -1.584411e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232172 members 
Mstep: Class 2 contains 11144 members 
Mstep: Class 3 contains 241841 members 
Mstep: Class 4 contains 32150 members 
Mstep: Class 5 contains 9381 members 
Mstep: Class 6 contains 64009 members 
Mstep: Class 7 contains 25938 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38726 members 
Mstep: Class 10 contains 16617 members 
Mstep: Class 11 contains 22513 members 
Mstep: Class 12 contains 23924 members 
Mstep: Class 13 contains 224097 members 
Mstep: Class 14 contains 128787 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31458 members 
Mstep: Class 21 contains 57281 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9452 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441088.000000 Penalty: 104923.953125
Iteration 291Q: 31 clusters Score -1.584411e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232172 members 
Mstep: Class 2 contains 11144 members 
Mstep: Class 3 contains 241841 members 
Mstep: Class 4 contains 32150 members 
Mstep: Class 5 contains 9381 members 
Mstep: Class 6 contains 64011 members 
Mstep: Class 7 contains 25938 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38726 members 
Mstep: Class 10 contains 16619 members 
Mstep: Class 11 contains 22512 members 
Mstep: Class 12 contains 23924 members 
Mstep: Class 13 contains 224094 members 
Mstep: Class 14 contains 128787 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31458 members 
Mstep: Class 21 contains 57281 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9452 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441056.000000 Penalty: 104923.953125
Iteration 292Q: 31 clusters Score -1.584411e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232172 members 
Mstep: Class 2 contains 11145 members 
Mstep: Class 3 contains 241841 members 
Mstep: Class 4 contains 32150 members 
Mstep: Class 5 contains 9381 members 
Mstep: Class 6 contains 64013 members 
Mstep: Class 7 contains 25938 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38726 members 
Mstep: Class 10 contains 16618 members 
Mstep: Class 11 contains 22512 members 
Mstep: Class 12 contains 23924 members 
Mstep: Class 13 contains 224092 members 
Mstep: Class 14 contains 128787 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31458 members 
Mstep: Class 21 contains 57281 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9452 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441104.000000 Penalty: 104923.953125
Iteration 293Q: 31 clusters Score -1.584411e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232172 members 
Mstep: Class 2 contains 11145 members 
Mstep: Class 3 contains 241841 members 
Mstep: Class 4 contains 32150 members 
Mstep: Class 5 contains 9381 members 
Mstep: Class 6 contains 64017 members 
Mstep: Class 7 contains 25938 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38726 members 
Mstep: Class 10 contains 16619 members 
Mstep: Class 11 contains 22512 members 
Mstep: Class 12 contains 23924 members 
Mstep: Class 13 contains 224087 members 
Mstep: Class 14 contains 128787 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31458 members 
Mstep: Class 21 contains 57281 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9452 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441104.000000 Penalty: 104923.953125
Iteration 294Q: 31 clusters Score -1.584411e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232172 members 
Mstep: Class 2 contains 11145 members 
Mstep: Class 3 contains 241841 members 
Mstep: Class 4 contains 32150 members 
Mstep: Class 5 contains 9381 members 
Mstep: Class 6 contains 64019 members 
Mstep: Class 7 contains 25938 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38726 members 
Mstep: Class 10 contains 16623 members 
Mstep: Class 11 contains 22512 members 
Mstep: Class 12 contains 23924 members 
Mstep: Class 13 contains 224081 members 
Mstep: Class 14 contains 128787 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31458 members 
Mstep: Class 21 contains 57281 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9452 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441104.000000 Penalty: 104923.953125
Iteration 295Q: 31 clusters Score -1.584411e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232173 members 
Mstep: Class 2 contains 11145 members 
Mstep: Class 3 contains 241841 members 
Mstep: Class 4 contains 32150 members 
Mstep: Class 5 contains 9381 members 
Mstep: Class 6 contains 64020 members 
Mstep: Class 7 contains 25938 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38726 members 
Mstep: Class 10 contains 16625 members 
Mstep: Class 11 contains 22512 members 
Mstep: Class 12 contains 23924 members 
Mstep: Class 13 contains 224077 members 
Mstep: Class 14 contains 128787 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31458 members 
Mstep: Class 21 contains 57281 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9452 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441168.000000 Penalty: 104923.953125
Iteration 296Q: 31 clusters Score -1.584412e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232173 members 
Mstep: Class 2 contains 11145 members 
Mstep: Class 3 contains 241841 members 
Mstep: Class 4 contains 32150 members 
Mstep: Class 5 contains 9381 members 
Mstep: Class 6 contains 64022 members 
Mstep: Class 7 contains 25938 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38726 members 
Mstep: Class 10 contains 16626 members 
Mstep: Class 11 contains 22512 members 
Mstep: Class 12 contains 23924 members 
Mstep: Class 13 contains 224074 members 
Mstep: Class 14 contains 128787 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31458 members 
Mstep: Class 21 contains 57281 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9452 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441120.000000 Penalty: 104923.953125
Iteration 297Q: 31 clusters Score -1.584411e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232172 members 
Mstep: Class 2 contains 11145 members 
Mstep: Class 3 contains 241841 members 
Mstep: Class 4 contains 32150 members 
Mstep: Class 5 contains 9381 members 
Mstep: Class 6 contains 64025 members 
Mstep: Class 7 contains 25938 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38726 members 
Mstep: Class 10 contains 16628 members 
Mstep: Class 11 contains 22511 members 
Mstep: Class 12 contains 23924 members 
Mstep: Class 13 contains 224071 members 
Mstep: Class 14 contains 128787 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31458 members 
Mstep: Class 21 contains 57281 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9452 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441120.000000 Penalty: 104923.953125
Iteration 298Q: 31 clusters Score -1.584411e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232171 members 
Mstep: Class 2 contains 11145 members 
Mstep: Class 3 contains 241841 members 
Mstep: Class 4 contains 32150 members 
Mstep: Class 5 contains 9381 members 
Mstep: Class 6 contains 64026 members 
Mstep: Class 7 contains 25939 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38726 members 
Mstep: Class 10 contains 16629 members 
Mstep: Class 11 contains 22510 members 
Mstep: Class 12 contains 23924 members 
Mstep: Class 13 contains 224070 members 
Mstep: Class 14 contains 128787 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31458 members 
Mstep: Class 21 contains 57281 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9452 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441088.000000 Penalty: 104923.953125
Iteration 299Q: 31 clusters Score -1.584411e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232170 members 
Mstep: Class 2 contains 11145 members 
Mstep: Class 3 contains 241841 members 
Mstep: Class 4 contains 32150 members 
Mstep: Class 5 contains 9381 members 
Mstep: Class 6 contains 64028 members 
Mstep: Class 7 contains 25939 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38726 members 
Mstep: Class 10 contains 16629 members 
Mstep: Class 11 contains 22510 members 
Mstep: Class 12 contains 23924 members 
Mstep: Class 13 contains 224069 members 
Mstep: Class 14 contains 128787 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31458 members 
Mstep: Class 21 contains 57281 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9452 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441088.000000 Penalty: 104923.953125
Iteration 300F: 31 clusters Score -1.584411e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232170 members 
Mstep: Class 2 contains 11145 members 
Mstep: Class 3 contains 241841 members 
Mstep: Class 4 contains 32150 members 
Mstep: Class 5 contains 9381 members 
Mstep: Class 6 contains 64027 members 
Mstep: Class 7 contains 25939 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38726 members 
Mstep: Class 10 contains 16629 members 
Mstep: Class 11 contains 22510 members 
Mstep: Class 12 contains 23924 members 
Mstep: Class 13 contains 224069 members 
Mstep: Class 14 contains 128787 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31458 members 
Mstep: Class 21 contains 57281 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9453 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441088.000000 Penalty: 104923.953125
Iteration 301Q: 31 clusters Score -1.584411e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232170 members 
Mstep: Class 2 contains 11145 members 
Mstep: Class 3 contains 241841 members 
Mstep: Class 4 contains 32150 members 
Mstep: Class 5 contains 9381 members 
Mstep: Class 6 contains 64027 members 
Mstep: Class 7 contains 25939 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38726 members 
Mstep: Class 10 contains 16629 members 
Mstep: Class 11 contains 22510 members 
Mstep: Class 12 contains 23924 members 
Mstep: Class 13 contains 224069 members 
Mstep: Class 14 contains 128787 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31458 members 
Mstep: Class 21 contains 57281 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9453 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441088.000000 Penalty: 104923.953125
Iteration 302F: 31 clusters Score -1.584411e+08 nChanged 0
Entering ConstructFrom: 
Score: -158441088.000000 Penalty: 104923.953125
Entering ConstructFrom: 
Trying to split cluster 1 (232170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232170 members 
Entering Unmasked Estep 
Score: -28330614.000000 Penalty: 3064.095947
	Iteration 0F: 2 clusters Score -2.833061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116336 members 
Mstep: Class 2 contains 115834 members 
Entering Unmasked Estep 
Score: -28178232.000000 Penalty: 6128.191895
	Iteration 0F: 3 clusters Score -2.817823e+07 nChanged 112107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118655 members 
Mstep: Class 2 contains 113515 members 
Entering Unmasked Estep 
Score: -28244888.000000 Penalty: 6128.191895
	Iteration 1F: 3 clusters Score -2.824489e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119772 members 
Mstep: Class 2 contains 112398 members 
Entering Unmasked Estep 
Score: -28246648.000000 Penalty: 6128.191895
	Iteration 2Q: 3 clusters Score -2.824665e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121283 members 
Mstep: Class 2 contains 110887 members 
Entering Unmasked Estep 
Score: -28248816.000000 Penalty: 6128.191895
	Iteration 3Q: 3 clusters Score -2.824882e+07 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123146 members 
Mstep: Class 2 contains 109024 members 
Entering Unmasked Estep 
Score: -28251292.000000 Penalty: 6128.191895
	Iteration 4Q: 3 clusters Score -2.825129e+07 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125853 members 
Mstep: Class 2 contains 106317 members 
Entering Unmasked Estep 
Score: -28254830.000000 Penalty: 6128.191895
	Iteration 5Q: 3 clusters Score -2.825483e+07 nChanged 10126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129581 members 
Mstep: Class 2 contains 102589 members 
Entering Unmasked Estep 
Score: -28258840.000000 Penalty: 6128.191895
	Iteration 6Q: 3 clusters Score -2.825884e+07 nChanged 10795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134712 members 
Mstep: Class 2 contains 97458 members 
Entering Unmasked Estep 
Score: -28263774.000000 Penalty: 6128.191895
	Iteration 7Q: 3 clusters Score -2.826377e+07 nChanged 11323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141817 members 
Mstep: Class 2 contains 90353 members 
Entering Unmasked Estep 
Score: -28269594.000000 Penalty: 6128.191895
	Iteration 8Q: 3 clusters Score -2.826959e+07 nChanged 11906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151173 members 
Mstep: Class 2 contains 80997 members 
Entering Unmasked Estep 
Score: -28276688.000000 Penalty: 6128.191895
	Iteration 9F: 3 clusters Score -2.827669e+07 nChanged 12721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162666 members 
Mstep: Class 2 contains 69504 members 
Entering Unmasked Estep 
Score: -28284776.000000 Penalty: 6128.191895
	Iteration 10F: 3 clusters Score -2.828478e+07 nChanged 13561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175889 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -28294106.000000 Penalty: 6128.191895
	Iteration 11F: 3 clusters Score -2.829411e+07 nChanged 13703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189484 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -28303776.000000 Penalty: 6128.191895
	Iteration 12F: 3 clusters Score -2.830378e+07 nChanged 12370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201832 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -28312840.000000 Penalty: 6128.191895
	Iteration 13F: 3 clusters Score -2.831284e+07 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211415 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -28319250.000000 Penalty: 6128.191895
	Iteration 14Q: 3 clusters Score -2.831925e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218186 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -28323596.000000 Penalty: 6128.191895
	Iteration 15Q: 3 clusters Score -2.83236e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222421 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -28326096.000000 Penalty: 6128.191895
	Iteration 16Q: 3 clusters Score -2.83261e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224936 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -28327396.000000 Penalty: 6128.191895
	Iteration 17Q: 3 clusters Score -2.83274e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226465 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -28328086.000000 Penalty: 6128.191895
	Iteration 18Q: 3 clusters Score -2.832809e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227376 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -28328428.000000 Penalty: 6128.191895
	Iteration 19Q: 3 clusters Score -2.832843e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227955 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -28328664.000000 Penalty: 6128.191895
	Iteration 20F: 3 clusters Score -2.832866e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228360 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -28328694.000000 Penalty: 6128.191895
	Iteration 21Q: 3 clusters Score -2.832869e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228641 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -28328766.000000 Penalty: 6128.191895
	Iteration 22Q: 3 clusters Score -2.832877e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228857 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -28328804.000000 Penalty: 6128.191895
	Iteration 23Q: 3 clusters Score -2.83288e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228994 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -28328842.000000 Penalty: 6128.191895
	Iteration 24Q: 3 clusters Score -2.832884e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229115 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -28328874.000000 Penalty: 6128.191895
	Iteration 25Q: 3 clusters Score -2.832887e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229226 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -28328900.000000 Penalty: 6128.191895
	Iteration 26Q: 3 clusters Score -2.83289e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229321 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -28328918.000000 Penalty: 6128.191895
	Iteration 27Q: 3 clusters Score -2.832892e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229398 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -28328906.000000 Penalty: 6128.191895
	Iteration 28Q: 3 clusters Score -2.832891e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229455 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -28328926.000000 Penalty: 6128.191895
	Iteration 29Q: 3 clusters Score -2.832893e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229504 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -28328974.000000 Penalty: 6128.191895
	Iteration 30Q: 3 clusters Score -2.832897e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229548 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -28328978.000000 Penalty: 6128.191895
	Iteration 31Q: 3 clusters Score -2.832898e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229593 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -28328996.000000 Penalty: 6128.191895
	Iteration 32Q: 3 clusters Score -2.8329e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229634 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -28329020.000000 Penalty: 6128.191895
	Iteration 33Q: 3 clusters Score -2.832902e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229653 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -28329036.000000 Penalty: 6128.191895
	Iteration 34Q: 3 clusters Score -2.832904e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229662 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -28329042.000000 Penalty: 6128.191895
	Iteration 35Q: 3 clusters Score -2.832904e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229672 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -28329038.000000 Penalty: 6128.191895
	Iteration 36Q: 3 clusters Score -2.832904e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229679 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -28329032.000000 Penalty: 6128.191895
	Iteration 37Q: 3 clusters Score -2.832903e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229686 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -28329032.000000 Penalty: 6128.191895
	Iteration 38Q: 3 clusters Score -2.832903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229688 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -28329024.000000 Penalty: 6128.191895
	Iteration 39Q: 3 clusters Score -2.832902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229690 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -28329034.000000 Penalty: 6128.191895
	Iteration 40F: 3 clusters Score -2.832903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229696 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -28329038.000000 Penalty: 6128.191895
	Iteration 41Q: 3 clusters Score -2.832904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229700 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -28329046.000000 Penalty: 6128.191895
	Iteration 42Q: 3 clusters Score -2.832905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229705 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -28329034.000000 Penalty: 6128.191895
	Iteration 43Q: 3 clusters Score -2.832903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229709 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -28329032.000000 Penalty: 6128.191895
	Iteration 44Q: 3 clusters Score -2.832903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229715 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -28329024.000000 Penalty: 6128.191895
	Iteration 45Q: 3 clusters Score -2.832902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229718 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -28329028.000000 Penalty: 6128.191895
	Iteration 46Q: 3 clusters Score -2.832903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229720 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -28329030.000000 Penalty: 6128.191895
	Iteration 47Q: 3 clusters Score -2.832903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229720 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -28329014.000000 Penalty: 6128.191895
	Iteration 48Q: 3 clusters Score -2.832901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229724 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -28329026.000000 Penalty: 6128.191895
	Iteration 49Q: 3 clusters Score -2.832903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229726 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -28329024.000000 Penalty: 6128.191895
	Iteration 50Q: 3 clusters Score -2.832902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229727 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -28329024.000000 Penalty: 6128.191895
	Iteration 51Q: 3 clusters Score -2.832902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229727 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -28329024.000000 Penalty: 6128.191895
	Iteration 52F: 3 clusters Score -2.832902e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Entering Unmasked Estep 
Score: -1262988.500000 Penalty: 2311.049072
	Iteration 0F: 2 clusters Score -1262988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1254536.625000 Penalty: 4622.098145
	Iteration 0F: 3 clusters Score -1254537 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1257319.875000 Penalty: 4622.098145
	Iteration 1F: 3 clusters Score -1257320 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1257907.375000 Penalty: 4622.098145
	Iteration 2F: 3 clusters Score -1257907 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1258447.000000 Penalty: 4622.098145
	Iteration 3F: 3 clusters Score -1258447 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1258931.375000 Penalty: 4622.098145
	Iteration 4F: 3 clusters Score -1258931 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1259376.375000 Penalty: 4622.098145
	Iteration 5F: 3 clusters Score -1259376 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1259810.375000 Penalty: 4622.098145
	Iteration 6Q: 3 clusters Score -1259810 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1260248.625000 Penalty: 4622.098145
	Iteration 7Q: 3 clusters Score -1260249 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1260665.625000 Penalty: 4622.098145
	Iteration 8Q: 3 clusters Score -1260666 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1261017.500000 Penalty: 4622.098145
	Iteration 9Q: 3 clusters Score -1261018 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1261228.875000 Penalty: 4622.098145
	Iteration 10Q: 3 clusters Score -1261229 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1261346.625000 Penalty: 4622.098145
	Iteration 11Q: 3 clusters Score -1261347 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1261423.625000 Penalty: 4622.098145
	Iteration 12Q: 3 clusters Score -1261424 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1261471.625000 Penalty: 4622.098145
	Iteration 13Q: 3 clusters Score -1261472 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1261503.250000 Penalty: 4622.098145
	Iteration 14Q: 3 clusters Score -1261503 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1261524.125000 Penalty: 4622.098145
	Iteration 15Q: 3 clusters Score -1261524 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1261553.375000 Penalty: 4622.098145
	Iteration 16Q: 3 clusters Score -1261553 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1261571.625000 Penalty: 4622.098145
	Iteration 17Q: 3 clusters Score -1261572 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1261600.625000 Penalty: 4622.098145
	Iteration 18Q: 3 clusters Score -1261601 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1261628.250000 Penalty: 4622.098145
	Iteration 19Q: 3 clusters Score -1261628 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1261648.625000 Penalty: 4622.098145
	Iteration 20F: 3 clusters Score -1261649 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1261672.000000 Penalty: 4622.098145
	Iteration 21Q: 3 clusters Score -1261672 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1261692.875000 Penalty: 4622.098145
	Iteration 22Q: 3 clusters Score -1261693 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1261720.000000 Penalty: 4622.098145
	Iteration 23Q: 3 clusters Score -1261720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1261745.750000 Penalty: 4622.098145
	Iteration 24Q: 3 clusters Score -1261746 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1261761.875000 Penalty: 4622.098145
	Iteration 25Q: 3 clusters Score -1261762 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1261782.125000 Penalty: 4622.098145
	Iteration 26Q: 3 clusters Score -1261782 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1261796.500000 Penalty: 4622.098145
	Iteration 27Q: 3 clusters Score -1261796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1261807.625000 Penalty: 4622.098145
	Iteration 28Q: 3 clusters Score -1261808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1261814.000000 Penalty: 4622.098145
	Iteration 29Q: 3 clusters Score -1261814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1261813.625000 Penalty: 4622.098145
	Iteration 30Q: 3 clusters Score -1261814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1261813.875000 Penalty: 4622.098145
	Iteration 31Q: 3 clusters Score -1261814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1261818.875000 Penalty: 4622.098145
	Iteration 32Q: 3 clusters Score -1261819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1261821.375000 Penalty: 4622.098145
	Iteration 33Q: 3 clusters Score -1261821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1261821.625000 Penalty: 4622.098145
	Iteration 34Q: 3 clusters Score -1261822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1261822.375000 Penalty: 4622.098145
	Iteration 35Q: 3 clusters Score -1261822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1261822.375000 Penalty: 4622.098145
	Iteration 36F: 3 clusters Score -1261822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (241841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241841 members 
Entering Unmasked Estep 
Score: -29597024.000000 Penalty: 3074.217041
	Iteration 0F: 2 clusters Score -2.959702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121201 members 
Mstep: Class 2 contains 120640 members 
Entering Unmasked Estep 
Score: -29451290.000000 Penalty: 6148.434082
	Iteration 0F: 3 clusters Score -2.945129e+07 nChanged 116502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131179 members 
Mstep: Class 2 contains 110662 members 
Entering Unmasked Estep 
Score: -29523740.000000 Penalty: 6148.434082
	Iteration 1F: 3 clusters Score -2.952374e+07 nChanged 12824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138533 members 
Mstep: Class 2 contains 103308 members 
Entering Unmasked Estep 
Score: -29530042.000000 Penalty: 6148.434082
	Iteration 2F: 3 clusters Score -2.953004e+07 nChanged 15913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148724 members 
Mstep: Class 2 contains 93117 members 
Entering Unmasked Estep 
Score: -29538818.000000 Penalty: 6148.434082
	Iteration 3F: 3 clusters Score -2.953882e+07 nChanged 17640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161390 members 
Mstep: Class 2 contains 80451 members 
Entering Unmasked Estep 
Score: -29549114.000000 Penalty: 6148.434082
	Iteration 4F: 3 clusters Score -2.954911e+07 nChanged 17743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175591 members 
Mstep: Class 2 contains 66250 members 
Entering Unmasked Estep 
Score: -29558716.000000 Penalty: 6148.434082
	Iteration 5F: 3 clusters Score -2.955872e+07 nChanged 16455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190144 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
Score: -29565824.000000 Penalty: 6148.434082
	Iteration 6F: 3 clusters Score -2.956582e+07 nChanged 14482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203902 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -29571416.000000 Penalty: 6148.434082
	Iteration 7F: 3 clusters Score -2.957142e+07 nChanged 11964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215724 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -29577828.000000 Penalty: 6148.434082
	Iteration 8Q: 3 clusters Score -2.957783e+07 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225257 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -29583392.000000 Penalty: 6148.434082
	Iteration 9Q: 3 clusters Score -2.958339e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232229 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -29588034.000000 Penalty: 6148.434082
	Iteration 10Q: 3 clusters Score -2.958803e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236587 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -29591156.000000 Penalty: 6148.434082
	Iteration 11Q: 3 clusters Score -2.959116e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238954 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -29592788.000000 Penalty: 6148.434082
	Iteration 12Q: 3 clusters Score -2.959279e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240110 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -29593686.000000 Penalty: 6148.434082
	Iteration 13Q: 3 clusters Score -2.959369e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240636 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -29593992.000000 Penalty: 6148.434082
	Iteration 14Q: 3 clusters Score -2.959399e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240877 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -29594162.000000 Penalty: 6148.434082
	Iteration 15Q: 3 clusters Score -2.959416e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241008 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -29594254.000000 Penalty: 6148.434082
	Iteration 16Q: 3 clusters Score -2.959425e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241092 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -29594256.000000 Penalty: 6148.434082
	Iteration 17Q: 3 clusters Score -2.959426e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241146 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -29594266.000000 Penalty: 6148.434082
	Iteration 18Q: 3 clusters Score -2.959427e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241177 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -29594338.000000 Penalty: 6148.434082
	Iteration 19Q: 3 clusters Score -2.959434e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241191 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -29594328.000000 Penalty: 6148.434082
	Iteration 20F: 3 clusters Score -2.959433e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241210 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -29594376.000000 Penalty: 6148.434082
	Iteration 21Q: 3 clusters Score -2.959438e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241225 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -29594404.000000 Penalty: 6148.434082
	Iteration 22Q: 3 clusters Score -2.95944e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241238 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -29594418.000000 Penalty: 6148.434082
	Iteration 23Q: 3 clusters Score -2.959442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241243 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -29594424.000000 Penalty: 6148.434082
	Iteration 24Q: 3 clusters Score -2.959442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241243 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -29594422.000000 Penalty: 6148.434082
	Iteration 25Q: 3 clusters Score -2.959442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241250 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -29594416.000000 Penalty: 6148.434082
	Iteration 26Q: 3 clusters Score -2.959442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241253 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -29594408.000000 Penalty: 6148.434082
	Iteration 27Q: 3 clusters Score -2.959441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241258 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -29594424.000000 Penalty: 6148.434082
	Iteration 28Q: 3 clusters Score -2.959442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241260 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -29594420.000000 Penalty: 6148.434082
	Iteration 29Q: 3 clusters Score -2.959442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241260 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -29594424.000000 Penalty: 6148.434082
	Iteration 30Q: 3 clusters Score -2.959442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241262 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -29594438.000000 Penalty: 6148.434082
	Iteration 31Q: 3 clusters Score -2.959444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241263 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -29594424.000000 Penalty: 6148.434082
	Iteration 32Q: 3 clusters Score -2.959442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241264 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -29594412.000000 Penalty: 6148.434082
	Iteration 33Q: 3 clusters Score -2.959441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241267 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -29594422.000000 Penalty: 6148.434082
	Iteration 34Q: 3 clusters Score -2.959442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241269 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -29594426.000000 Penalty: 6148.434082
	Iteration 35Q: 3 clusters Score -2.959443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241270 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -29594414.000000 Penalty: 6148.434082
	Iteration 36Q: 3 clusters Score -2.959441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241269 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -29594418.000000 Penalty: 6148.434082
	Iteration 37Q: 3 clusters Score -2.959442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241269 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -29594418.000000 Penalty: 6148.434082
	Iteration 38F: 3 clusters Score -2.959442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Entering Unmasked Estep 
Score: -3917792.750000 Penalty: 2573.785645
	Iteration 0F: 2 clusters Score -3917793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3895767.500000 Penalty: 5147.571289
	Iteration 0F: 3 clusters Score -3895768 nChanged 14651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3903674.500000 Penalty: 5147.571289
	Iteration 1F: 3 clusters Score -3903674 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -3904135.500000 Penalty: 5147.571289
	Iteration 2Q: 3 clusters Score -3904136 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -3904618.500000 Penalty: 5147.571289
	Iteration 3Q: 3 clusters Score -3904618 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -3905178.250000 Penalty: 5147.571289
	Iteration 4Q: 3 clusters Score -3905178 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -3905966.750000 Penalty: 5147.571289
	Iteration 5F: 3 clusters Score -3905967 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -3907122.250000 Penalty: 5147.571289
	Iteration 6F: 3 clusters Score -3907122 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -3908615.500000 Penalty: 5147.571289
	Iteration 7F: 3 clusters Score -3908616 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -3910117.250000 Penalty: 5147.571289
	Iteration 8F: 3 clusters Score -3910117 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -3911274.500000 Penalty: 5147.571289
	Iteration 9F: 3 clusters Score -3911274 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -3912172.750000 Penalty: 5147.571289
	Iteration 10Q: 3 clusters Score -3912173 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -3912805.750000 Penalty: 5147.571289
	Iteration 11Q: 3 clusters Score -3912806 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -3913311.750000 Penalty: 5147.571289
	Iteration 12Q: 3 clusters Score -3913312 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -3913707.000000 Penalty: 5147.571289
	Iteration 13Q: 3 clusters Score -3913707 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -3914037.500000 Penalty: 5147.571289
	Iteration 14Q: 3 clusters Score -3914038 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -3914367.250000 Penalty: 5147.571289
	Iteration 15Q: 3 clusters Score -3914367 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -3914671.250000 Penalty: 5147.571289
	Iteration 16Q: 3 clusters Score -3914671 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -3914970.750000 Penalty: 5147.571289
	Iteration 17Q: 3 clusters Score -3914971 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -3915230.000000 Penalty: 5147.571289
	Iteration 18Q: 3 clusters Score -3915230 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -3915445.250000 Penalty: 5147.571289
	Iteration 19Q: 3 clusters Score -3915445 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3915584.750000 Penalty: 5147.571289
	Iteration 20F: 3 clusters Score -3915585 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3915714.000000 Penalty: 5147.571289
	Iteration 21Q: 3 clusters Score -3915714 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3915791.250000 Penalty: 5147.571289
	Iteration 22Q: 3 clusters Score -3915791 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3915842.750000 Penalty: 5147.571289
	Iteration 23Q: 3 clusters Score -3915843 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3915883.500000 Penalty: 5147.571289
	Iteration 24Q: 3 clusters Score -3915884 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3915924.250000 Penalty: 5147.571289
	Iteration 25Q: 3 clusters Score -3915924 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3915932.250000 Penalty: 5147.571289
	Iteration 26Q: 3 clusters Score -3915932 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3915962.000000 Penalty: 5147.571289
	Iteration 27Q: 3 clusters Score -3915962 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3915988.750000 Penalty: 5147.571289
	Iteration 28Q: 3 clusters Score -3915989 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3915996.750000 Penalty: 5147.571289
	Iteration 29Q: 3 clusters Score -3915997 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3916008.250000 Penalty: 5147.571289
	Iteration 30Q: 3 clusters Score -3916008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3916022.250000 Penalty: 5147.571289
	Iteration 31Q: 3 clusters Score -3916022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3916024.500000 Penalty: 5147.571289
	Iteration 32Q: 3 clusters Score -3916024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3916030.500000 Penalty: 5147.571289
	Iteration 33Q: 3 clusters Score -3916030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3916034.750000 Penalty: 5147.571289
	Iteration 34Q: 3 clusters Score -3916035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3916039.000000 Penalty: 5147.571289
	Iteration 35Q: 3 clusters Score -3916039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3916043.750000 Penalty: 5147.571289
	Iteration 36Q: 3 clusters Score -3916044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3916049.250000 Penalty: 5147.571289
	Iteration 37Q: 3 clusters Score -3916049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3916053.000000 Penalty: 5147.571289
	Iteration 38Q: 3 clusters Score -3916053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3916049.500000 Penalty: 5147.571289
	Iteration 39Q: 3 clusters Score -3916050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3916055.750000 Penalty: 5147.571289
	Iteration 40F: 3 clusters Score -3916056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3916053.500000 Penalty: 5147.571289
	Iteration 41Q: 3 clusters Score -3916054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3916056.000000 Penalty: 5147.571289
	Iteration 42Q: 3 clusters Score -3916056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3916064.750000 Penalty: 5147.571289
	Iteration 43Q: 3 clusters Score -3916065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3916068.250000 Penalty: 5147.571289
	Iteration 44Q: 3 clusters Score -3916068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3916066.250000 Penalty: 5147.571289
	Iteration 45Q: 3 clusters Score -3916066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3916065.500000 Penalty: 5147.571289
	Iteration 46Q: 3 clusters Score -3916066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3916063.750000 Penalty: 5147.571289
	Iteration 47Q: 3 clusters Score -3916064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3916065.500000 Penalty: 5147.571289
	Iteration 48Q: 3 clusters Score -3916066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3916063.000000 Penalty: 5147.571289
	Iteration 49Q: 3 clusters Score -3916063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3916066.000000 Penalty: 5147.571289
	Iteration 50Q: 3 clusters Score -3916066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3916068.750000 Penalty: 5147.571289
	Iteration 51Q: 3 clusters Score -3916069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3916068.250000 Penalty: 5147.571289
	Iteration 52Q: 3 clusters Score -3916068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3916068.000000 Penalty: 5147.571289
	Iteration 53Q: 3 clusters Score -3916068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3916071.500000 Penalty: 5147.571289
	Iteration 54Q: 3 clusters Score -3916072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3916071.500000 Penalty: 5147.571289
	Iteration 55F: 3 clusters Score -3916072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Entering Unmasked Estep 
Score: -1111253.625000 Penalty: 2268.317383
	Iteration 0F: 2 clusters Score -1111254 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 4650 members 
Entering Unmasked Estep 
Score: -1104004.750000 Penalty: 4536.634766
	Iteration 0F: 3 clusters Score -1104005 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1106089.000000 Penalty: 4536.634766
	Iteration 1F: 3 clusters Score -1106089 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1106342.250000 Penalty: 4536.634766
	Iteration 2F: 3 clusters Score -1106342 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1106514.625000 Penalty: 4536.634766
	Iteration 3Q: 3 clusters Score -1106515 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1106641.000000 Penalty: 4536.634766
	Iteration 4Q: 3 clusters Score -1106641 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1106747.125000 Penalty: 4536.634766
	Iteration 5Q: 3 clusters Score -1106747 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1106828.875000 Penalty: 4536.634766
	Iteration 6Q: 3 clusters Score -1106829 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1106890.875000 Penalty: 4536.634766
	Iteration 7Q: 3 clusters Score -1106891 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1106944.750000 Penalty: 4536.634766
	Iteration 8Q: 3 clusters Score -1106945 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1106987.375000 Penalty: 4536.634766
	Iteration 9Q: 3 clusters Score -1106987 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1107029.500000 Penalty: 4536.634766
	Iteration 10Q: 3 clusters Score -1107030 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1107072.250000 Penalty: 4536.634766
	Iteration 11Q: 3 clusters Score -1107072 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1107118.375000 Penalty: 4536.634766
	Iteration 12Q: 3 clusters Score -1107118 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1107162.125000 Penalty: 4536.634766
	Iteration 13Q: 3 clusters Score -1107162 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1107204.250000 Penalty: 4536.634766
	Iteration 14Q: 3 clusters Score -1107204 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1107257.875000 Penalty: 4536.634766
	Iteration 15Q: 3 clusters Score -1107258 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1107317.250000 Penalty: 4536.634766
	Iteration 16Q: 3 clusters Score -1107317 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1107384.125000 Penalty: 4536.634766
	Iteration 17Q: 3 clusters Score -1107384 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1107472.500000 Penalty: 4536.634766
	Iteration 18Q: 3 clusters Score -1107472 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1107564.250000 Penalty: 4536.634766
	Iteration 19Q: 3 clusters Score -1107564 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1107681.875000 Penalty: 4536.634766
	Iteration 20F: 3 clusters Score -1107682 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1107822.375000 Penalty: 4536.634766
	Iteration 21Q: 3 clusters Score -1107822 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1107993.125000 Penalty: 4536.634766
	Iteration 22Q: 3 clusters Score -1107993 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1108173.625000 Penalty: 4536.634766
	Iteration 23Q: 3 clusters Score -1108174 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1108344.125000 Penalty: 4536.634766
	Iteration 24Q: 3 clusters Score -1108344 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1108487.750000 Penalty: 4536.634766
	Iteration 25Q: 3 clusters Score -1108488 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1108587.125000 Penalty: 4536.634766
	Iteration 26Q: 3 clusters Score -1108587 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1108649.625000 Penalty: 4536.634766
	Iteration 27Q: 3 clusters Score -1108650 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1108688.875000 Penalty: 4536.634766
	Iteration 28Q: 3 clusters Score -1108689 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1108719.625000 Penalty: 4536.634766
	Iteration 29Q: 3 clusters Score -1108720 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1108743.750000 Penalty: 4536.634766
	Iteration 30Q: 3 clusters Score -1108744 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1108760.375000 Penalty: 4536.634766
	Iteration 31Q: 3 clusters Score -1108760 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1108778.125000 Penalty: 4536.634766
	Iteration 32Q: 3 clusters Score -1108778 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1108791.000000 Penalty: 4536.634766
	Iteration 33Q: 3 clusters Score -1108791 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1108805.250000 Penalty: 4536.634766
	Iteration 34Q: 3 clusters Score -1108805 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1108815.375000 Penalty: 4536.634766
	Iteration 35Q: 3 clusters Score -1108815 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1108821.750000 Penalty: 4536.634766
	Iteration 36Q: 3 clusters Score -1108822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1108829.125000 Penalty: 4536.634766
	Iteration 37Q: 3 clusters Score -1108829 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1108837.500000 Penalty: 4536.634766
	Iteration 38Q: 3 clusters Score -1108838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1108847.875000 Penalty: 4536.634766
	Iteration 39Q: 3 clusters Score -1108848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1108853.750000 Penalty: 4536.634766
	Iteration 40F: 3 clusters Score -1108854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1108862.000000 Penalty: 4536.634766
	Iteration 41Q: 3 clusters Score -1108862 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1108875.125000 Penalty: 4536.634766
	Iteration 42Q: 3 clusters Score -1108875 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1108883.125000 Penalty: 4536.634766
	Iteration 43Q: 3 clusters Score -1108883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1108887.125000 Penalty: 4536.634766
	Iteration 44Q: 3 clusters Score -1108887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1108893.625000 Penalty: 4536.634766
	Iteration 45Q: 3 clusters Score -1108894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1108898.750000 Penalty: 4536.634766
	Iteration 46Q: 3 clusters Score -1108899 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1108903.375000 Penalty: 4536.634766
	Iteration 47Q: 3 clusters Score -1108903 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1108913.125000 Penalty: 4536.634766
	Iteration 48Q: 3 clusters Score -1108913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1108914.750000 Penalty: 4536.634766
	Iteration 49Q: 3 clusters Score -1108915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1108916.250000 Penalty: 4536.634766
	Iteration 50Q: 3 clusters Score -1108916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1108919.750000 Penalty: 4536.634766
	Iteration 51Q: 3 clusters Score -1108920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1108922.500000 Penalty: 4536.634766
	Iteration 52Q: 3 clusters Score -1108922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1108926.625000 Penalty: 4536.634766
	Iteration 53Q: 3 clusters Score -1108927 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1108937.625000 Penalty: 4536.634766
	Iteration 54Q: 3 clusters Score -1108938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1108940.500000 Penalty: 4536.634766
	Iteration 55Q: 3 clusters Score -1108940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1108940.500000 Penalty: 4536.634766
	Iteration 56Q: 3 clusters Score -1108940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1108941.125000 Penalty: 4536.634766
	Iteration 57Q: 3 clusters Score -1108941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1108946.125000 Penalty: 4536.634766
	Iteration 58Q: 3 clusters Score -1108946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1108947.750000 Penalty: 4536.634766
	Iteration 59Q: 3 clusters Score -1108948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1108951.375000 Penalty: 4536.634766
	Iteration 60F: 3 clusters Score -1108951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1108956.500000 Penalty: 4536.634766
	Iteration 61Q: 3 clusters Score -1108956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1108962.625000 Penalty: 4536.634766
	Iteration 62Q: 3 clusters Score -1108963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1108965.875000 Penalty: 4536.634766
	Iteration 63Q: 3 clusters Score -1108966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1108968.625000 Penalty: 4536.634766
	Iteration 64Q: 3 clusters Score -1108969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1108971.000000 Penalty: 4536.634766
	Iteration 65Q: 3 clusters Score -1108971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1108973.625000 Penalty: 4536.634766
	Iteration 66Q: 3 clusters Score -1108974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1108974.125000 Penalty: 4536.634766
	Iteration 67Q: 3 clusters Score -1108974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1108974.500000 Penalty: 4536.634766
	Iteration 68Q: 3 clusters Score -1108974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1108976.125000 Penalty: 4536.634766
	Iteration 69Q: 3 clusters Score -1108976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1108977.625000 Penalty: 4536.634766
	Iteration 70Q: 3 clusters Score -1108978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1108977.375000 Penalty: 4536.634766
	Iteration 71Q: 3 clusters Score -1108977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1108978.500000 Penalty: 4536.634766
	Iteration 72Q: 3 clusters Score -1108978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1108978.500000 Penalty: 4536.634766
	Iteration 73F: 3 clusters Score -1108978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (64027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64027 members 
Entering Unmasked Estep 
Score: -7274217.000000 Penalty: 2744.631104
	Iteration 0F: 2 clusters Score -7274217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -7231280.500000 Penalty: 5489.262207
	Iteration 0F: 3 clusters Score -7231280 nChanged 29857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -7248963.500000 Penalty: 5489.262207
	Iteration 1F: 3 clusters Score -7248964 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -7250740.500000 Penalty: 5489.262207
	Iteration 2F: 3 clusters Score -7250740 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -7253026.000000 Penalty: 5489.262207
	Iteration 3F: 3 clusters Score -7253026 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -7255642.000000 Penalty: 5489.262207
	Iteration 4F: 3 clusters Score -7255642 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -7258205.000000 Penalty: 5489.262207
	Iteration 5F: 3 clusters Score -7258205 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -7260600.000000 Penalty: 5489.262207
	Iteration 6F: 3 clusters Score -7260600 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -7262548.500000 Penalty: 5489.262207
	Iteration 7F: 3 clusters Score -7262548 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -7264151.000000 Penalty: 5489.262207
	Iteration 8Q: 3 clusters Score -7264151 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -7265252.000000 Penalty: 5489.262207
	Iteration 9Q: 3 clusters Score -7265252 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -7265915.000000 Penalty: 5489.262207
	Iteration 10Q: 3 clusters Score -7265915 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -7266315.500000 Penalty: 5489.262207
	Iteration 11Q: 3 clusters Score -7266316 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -7266547.500000 Penalty: 5489.262207
	Iteration 12Q: 3 clusters Score -7266548 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -7266737.000000 Penalty: 5489.262207
	Iteration 13Q: 3 clusters Score -7266737 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -7266860.000000 Penalty: 5489.262207
	Iteration 14Q: 3 clusters Score -7266860 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -7266967.000000 Penalty: 5489.262207
	Iteration 15Q: 3 clusters Score -7266967 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -7267049.000000 Penalty: 5489.262207
	Iteration 16Q: 3 clusters Score -7267049 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -7267169.000000 Penalty: 5489.262207
	Iteration 17Q: 3 clusters Score -7267169 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -7267254.000000 Penalty: 5489.262207
	Iteration 18Q: 3 clusters Score -7267254 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -7267353.000000 Penalty: 5489.262207
	Iteration 19Q: 3 clusters Score -7267353 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -7267415.000000 Penalty: 5489.262207
	Iteration 20F: 3 clusters Score -7267415 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -7267530.500000 Penalty: 5489.262207
	Iteration 21Q: 3 clusters Score -7267530 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -7267671.500000 Penalty: 5489.262207
	Iteration 22Q: 3 clusters Score -7267672 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -7267757.000000 Penalty: 5489.262207
	Iteration 23Q: 3 clusters Score -7267757 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -7267829.000000 Penalty: 5489.262207
	Iteration 24Q: 3 clusters Score -7267829 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -7267925.500000 Penalty: 5489.262207
	Iteration 25Q: 3 clusters Score -7267926 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -7268015.000000 Penalty: 5489.262207
	Iteration 26Q: 3 clusters Score -7268015 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -7268084.000000 Penalty: 5489.262207
	Iteration 27Q: 3 clusters Score -7268084 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -7268174.500000 Penalty: 5489.262207
	Iteration 28Q: 3 clusters Score -7268174 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -7268315.000000 Penalty: 5489.262207
	Iteration 29Q: 3 clusters Score -7268315 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 47860 members 
Entering Unmasked Estep 
Score: -7268423.500000 Penalty: 5489.262207
	Iteration 30Q: 3 clusters Score -7268424 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -7268536.000000 Penalty: 5489.262207
	Iteration 31Q: 3 clusters Score -7268536 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -7268668.500000 Penalty: 5489.262207
	Iteration 32Q: 3 clusters Score -7268668 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -7268825.000000 Penalty: 5489.262207
	Iteration 33Q: 3 clusters Score -7268825 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -7268937.000000 Penalty: 5489.262207
	Iteration 34Q: 3 clusters Score -7268937 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
Score: -7269056.500000 Penalty: 5489.262207
	Iteration 35Q: 3 clusters Score -7269056 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
Score: -7269204.000000 Penalty: 5489.262207
	Iteration 36Q: 3 clusters Score -7269204 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -7269404.000000 Penalty: 5489.262207
	Iteration 37Q: 3 clusters Score -7269404 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 52466 members 
Entering Unmasked Estep 
Score: -7269637.500000 Penalty: 5489.262207
	Iteration 38Q: 3 clusters Score -7269638 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -7269822.500000 Penalty: 5489.262207
	Iteration 39Q: 3 clusters Score -7269822 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -7270007.500000 Penalty: 5489.262207
	Iteration 40F: 3 clusters Score -7270008 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 54283 members 
Entering Unmasked Estep 
Score: -7270220.500000 Penalty: 5489.262207
	Iteration 41Q: 3 clusters Score -7270220 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 54845 members 
Entering Unmasked Estep 
Score: -7270432.000000 Penalty: 5489.262207
	Iteration 42Q: 3 clusters Score -7270432 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 55365 members 
Entering Unmasked Estep 
Score: -7270567.500000 Penalty: 5489.262207
	Iteration 43Q: 3 clusters Score -7270568 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 55837 members 
Entering Unmasked Estep 
Score: -7270738.000000 Penalty: 5489.262207
	Iteration 44Q: 3 clusters Score -7270738 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -7270938.500000 Penalty: 5489.262207
	Iteration 45Q: 3 clusters Score -7270938 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -7271077.000000 Penalty: 5489.262207
	Iteration 46Q: 3 clusters Score -7271077 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 57300 members 
Entering Unmasked Estep 
Score: -7271288.000000 Penalty: 5489.262207
	Iteration 47Q: 3 clusters Score -7271288 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 57748 members 
Entering Unmasked Estep 
Score: -7271496.000000 Penalty: 5489.262207
	Iteration 48Q: 3 clusters Score -7271496 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 58137 members 
Entering Unmasked Estep 
Score: -7271697.500000 Penalty: 5489.262207
	Iteration 49Q: 3 clusters Score -7271698 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 58482 members 
Entering Unmasked Estep 
Score: -7271873.000000 Penalty: 5489.262207
	Iteration 50Q: 3 clusters Score -7271873 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 58798 members 
Entering Unmasked Estep 
Score: -7272012.000000 Penalty: 5489.262207
	Iteration 51Q: 3 clusters Score -7272012 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 59084 members 
Entering Unmasked Estep 
Score: -7272145.500000 Penalty: 5489.262207
	Iteration 52Q: 3 clusters Score -7272146 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 59325 members 
Entering Unmasked Estep 
Score: -7272230.500000 Penalty: 5489.262207
	Iteration 53Q: 3 clusters Score -7272230 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 59529 members 
Entering Unmasked Estep 
Score: -7272301.000000 Penalty: 5489.262207
	Iteration 54Q: 3 clusters Score -7272301 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 59704 members 
Entering Unmasked Estep 
Score: -7272331.500000 Penalty: 5489.262207
	Iteration 55Q: 3 clusters Score -7272332 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 59843 members 
Entering Unmasked Estep 
Score: -7272377.000000 Penalty: 5489.262207
	Iteration 56Q: 3 clusters Score -7272377 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 59967 members 
Entering Unmasked Estep 
Score: -7272438.500000 Penalty: 5489.262207
	Iteration 57Q: 3 clusters Score -7272438 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 60105 members 
Entering Unmasked Estep 
Score: -7272475.000000 Penalty: 5489.262207
	Iteration 58Q: 3 clusters Score -7272475 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 60241 members 
Entering Unmasked Estep 
Score: -7272531.000000 Penalty: 5489.262207
	Iteration 59Q: 3 clusters Score -7272531 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 60352 members 
Entering Unmasked Estep 
Score: -7272571.500000 Penalty: 5489.262207
	Iteration 60F: 3 clusters Score -7272572 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
Score: -7272621.000000 Penalty: 5489.262207
	Iteration 61Q: 3 clusters Score -7272621 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -7272656.000000 Penalty: 5489.262207
	Iteration 62Q: 3 clusters Score -7272656 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 60650 members 
Entering Unmasked Estep 
Score: -7272667.000000 Penalty: 5489.262207
	Iteration 63Q: 3 clusters Score -7272667 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 60740 members 
Entering Unmasked Estep 
Score: -7272688.500000 Penalty: 5489.262207
	Iteration 64Q: 3 clusters Score -7272688 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 60819 members 
Entering Unmasked Estep 
Score: -7272691.500000 Penalty: 5489.262207
	Iteration 65Q: 3 clusters Score -7272692 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 60880 members 
Entering Unmasked Estep 
Score: -7272716.500000 Penalty: 5489.262207
	Iteration 66Q: 3 clusters Score -7272716 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 60939 members 
Entering Unmasked Estep 
Score: -7272718.500000 Penalty: 5489.262207
	Iteration 67Q: 3 clusters Score -7272718 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 60992 members 
Entering Unmasked Estep 
Score: -7272734.000000 Penalty: 5489.262207
	Iteration 68Q: 3 clusters Score -7272734 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 61034 members 
Entering Unmasked Estep 
Score: -7272758.500000 Penalty: 5489.262207
	Iteration 69Q: 3 clusters Score -7272758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 61064 members 
Entering Unmasked Estep 
Score: -7272756.000000 Penalty: 5489.262207
	Iteration 70Q: 3 clusters Score -7272756 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 61097 members 
Entering Unmasked Estep 
Score: -7272777.500000 Penalty: 5489.262207
	Iteration 71Q: 3 clusters Score -7272778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 61121 members 
Entering Unmasked Estep 
Score: -7272787.500000 Penalty: 5489.262207
	Iteration 72Q: 3 clusters Score -7272788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 61139 members 
Entering Unmasked Estep 
Score: -7272793.000000 Penalty: 5489.262207
	Iteration 73Q: 3 clusters Score -7272793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 61150 members 
Entering Unmasked Estep 
Score: -7272800.000000 Penalty: 5489.262207
	Iteration 74Q: 3 clusters Score -7272800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 61159 members 
Entering Unmasked Estep 
Score: -7272804.000000 Penalty: 5489.262207
	Iteration 75Q: 3 clusters Score -7272804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
Score: -7272799.500000 Penalty: 5489.262207
	Iteration 76Q: 3 clusters Score -7272800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 61184 members 
Entering Unmasked Estep 
Score: -7272803.500000 Penalty: 5489.262207
	Iteration 77Q: 3 clusters Score -7272804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 61195 members 
Entering Unmasked Estep 
Score: -7272802.500000 Penalty: 5489.262207
	Iteration 78Q: 3 clusters Score -7272802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 61202 members 
Entering Unmasked Estep 
Score: -7272801.000000 Penalty: 5489.262207
	Iteration 79Q: 3 clusters Score -7272801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 61207 members 
Entering Unmasked Estep 
Score: -7272802.500000 Penalty: 5489.262207
	Iteration 80F: 3 clusters Score -7272802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 61213 members 
Entering Unmasked Estep 
Score: -7272803.500000 Penalty: 5489.262207
	Iteration 81Q: 3 clusters Score -7272804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 61218 members 
Entering Unmasked Estep 
Score: -7272798.500000 Penalty: 5489.262207
	Iteration 82Q: 3 clusters Score -7272798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 61230 members 
Entering Unmasked Estep 
Score: -7272792.500000 Penalty: 5489.262207
	Iteration 83Q: 3 clusters Score -7272792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 61238 members 
Entering Unmasked Estep 
Score: -7272802.000000 Penalty: 5489.262207
	Iteration 84Q: 3 clusters Score -7272802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 61250 members 
Entering Unmasked Estep 
Score: -7272804.000000 Penalty: 5489.262207
	Iteration 85Q: 3 clusters Score -7272804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 61263 members 
Entering Unmasked Estep 
Score: -7272804.500000 Penalty: 5489.262207
	Iteration 86Q: 3 clusters Score -7272804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 61280 members 
Entering Unmasked Estep 
Score: -7272812.000000 Penalty: 5489.262207
	Iteration 87Q: 3 clusters Score -7272812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 61306 members 
Entering Unmasked Estep 
Score: -7272837.500000 Penalty: 5489.262207
	Iteration 88Q: 3 clusters Score -7272838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 61327 members 
Entering Unmasked Estep 
Score: -7272818.000000 Penalty: 5489.262207
	Iteration 89Q: 3 clusters Score -7272818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 61348 members 
Entering Unmasked Estep 
Score: -7272820.500000 Penalty: 5489.262207
	Iteration 90Q: 3 clusters Score -7272820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -7272826.500000 Penalty: 5489.262207
	Iteration 91Q: 3 clusters Score -7272826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 61375 members 
Entering Unmasked Estep 
Score: -7272831.500000 Penalty: 5489.262207
	Iteration 92Q: 3 clusters Score -7272832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 61385 members 
Entering Unmasked Estep 
Score: -7272828.000000 Penalty: 5489.262207
	Iteration 93Q: 3 clusters Score -7272828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 61397 members 
Entering Unmasked Estep 
Score: -7272831.000000 Penalty: 5489.262207
	Iteration 94Q: 3 clusters Score -7272831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 61407 members 
Entering Unmasked Estep 
Score: -7272833.000000 Penalty: 5489.262207
	Iteration 95Q: 3 clusters Score -7272833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 61419 members 
Entering Unmasked Estep 
Score: -7272836.000000 Penalty: 5489.262207
	Iteration 96Q: 3 clusters Score -7272836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 61439 members 
Entering Unmasked Estep 
Score: -7272838.000000 Penalty: 5489.262207
	Iteration 97Q: 3 clusters Score -7272838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 61453 members 
Entering Unmasked Estep 
Score: -7272841.500000 Penalty: 5489.262207
	Iteration 98Q: 3 clusters Score -7272842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -7272851.500000 Penalty: 5489.262207
	Iteration 99Q: 3 clusters Score -7272852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 61481 members 
Entering Unmasked Estep 
Score: -7272844.000000 Penalty: 5489.262207
	Iteration 100F: 3 clusters Score -7272844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -7272846.000000 Penalty: 5489.262207
	Iteration 101Q: 3 clusters Score -7272846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 61505 members 
Entering Unmasked Estep 
Score: -7272839.000000 Penalty: 5489.262207
	Iteration 102Q: 3 clusters Score -7272839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -7272845.000000 Penalty: 5489.262207
	Iteration 103Q: 3 clusters Score -7272845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 61513 members 
Entering Unmasked Estep 
Score: -7272847.500000 Penalty: 5489.262207
	Iteration 104Q: 3 clusters Score -7272848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 61522 members 
Entering Unmasked Estep 
Score: -7272842.000000 Penalty: 5489.262207
	Iteration 105Q: 3 clusters Score -7272842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 61527 members 
Entering Unmasked Estep 
Score: -7272832.000000 Penalty: 5489.262207
	Iteration 106Q: 3 clusters Score -7272832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 61532 members 
Entering Unmasked Estep 
Score: -7272834.000000 Penalty: 5489.262207
	Iteration 107Q: 3 clusters Score -7272834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 61533 members 
Entering Unmasked Estep 
Score: -7272836.000000 Penalty: 5489.262207
	Iteration 108Q: 3 clusters Score -7272836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 61533 members 
Entering Unmasked Estep 
Score: -7272841.000000 Penalty: 5489.262207
	Iteration 109Q: 3 clusters Score -7272841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -7272844.000000 Penalty: 5489.262207
	Iteration 110Q: 3 clusters Score -7272844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 61535 members 
Entering Unmasked Estep 
Score: -7272839.500000 Penalty: 5489.262207
	Iteration 111Q: 3 clusters Score -7272840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -7272840.500000 Penalty: 5489.262207
	Iteration 112Q: 3 clusters Score -7272840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 61535 members 
Entering Unmasked Estep 
Score: -7272838.000000 Penalty: 5489.262207
	Iteration 113Q: 3 clusters Score -7272838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 61537 members 
Entering Unmasked Estep 
Score: -7272839.500000 Penalty: 5489.262207
	Iteration 114Q: 3 clusters Score -7272840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 61540 members 
Entering Unmasked Estep 
Score: -7272840.500000 Penalty: 5489.262207
	Iteration 115Q: 3 clusters Score -7272840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 61544 members 
Entering Unmasked Estep 
Score: -7272840.500000 Penalty: 5489.262207
	Iteration 116Q: 3 clusters Score -7272840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 61546 members 
Entering Unmasked Estep 
Score: -7272846.000000 Penalty: 5489.262207
	Iteration 117Q: 3 clusters Score -7272846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 61549 members 
Entering Unmasked Estep 
Score: -7272846.000000 Penalty: 5489.262207
	Iteration 118Q: 3 clusters Score -7272846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -7272852.500000 Penalty: 5489.262207
	Iteration 119Q: 3 clusters Score -7272852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 61564 members 
Entering Unmasked Estep 
Score: -7272848.500000 Penalty: 5489.262207
	Iteration 120F: 3 clusters Score -7272848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 61568 members 
Entering Unmasked Estep 
Score: -7272850.000000 Penalty: 5489.262207
	Iteration 121Q: 3 clusters Score -7272850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 61570 members 
Entering Unmasked Estep 
Score: -7272849.500000 Penalty: 5489.262207
	Iteration 122Q: 3 clusters Score -7272850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 61573 members 
Entering Unmasked Estep 
Score: -7272855.000000 Penalty: 5489.262207
	Iteration 123Q: 3 clusters Score -7272855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 61577 members 
Entering Unmasked Estep 
Score: -7272849.000000 Penalty: 5489.262207
	Iteration 124Q: 3 clusters Score -7272849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 61579 members 
Entering Unmasked Estep 
Score: -7272856.000000 Penalty: 5489.262207
	Iteration 125Q: 3 clusters Score -7272856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 61582 members 
Entering Unmasked Estep 
Score: -7272859.000000 Penalty: 5489.262207
	Iteration 126Q: 3 clusters Score -7272859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 61588 members 
Entering Unmasked Estep 
Score: -7272865.000000 Penalty: 5489.262207
	Iteration 127Q: 3 clusters Score -7272865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 61588 members 
Entering Unmasked Estep 
Score: -7272867.000000 Penalty: 5489.262207
	Iteration 128Q: 3 clusters Score -7272867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 61588 members 
Entering Unmasked Estep 
Score: -7272867.000000 Penalty: 5489.262207
	Iteration 129F: 3 clusters Score -7272867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Entering Unmasked Estep 
Score: -3175507.250000 Penalty: 2520.548584
	Iteration 0F: 2 clusters Score -3175507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3157537.500000 Penalty: 5041.097168
	Iteration 0F: 3 clusters Score -3157538 nChanged 11598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -3163962.750000 Penalty: 5041.097168
	Iteration 1F: 3 clusters Score -3163963 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -3164640.750000 Penalty: 5041.097168
	Iteration 2F: 3 clusters Score -3164641 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -3165308.750000 Penalty: 5041.097168
	Iteration 3F: 3 clusters Score -3165309 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -3166055.000000 Penalty: 5041.097168
	Iteration 4F: 3 clusters Score -3166055 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -3166771.250000 Penalty: 5041.097168
	Iteration 5F: 3 clusters Score -3166771 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -3167417.750000 Penalty: 5041.097168
	Iteration 6Q: 3 clusters Score -3167418 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -3168091.500000 Penalty: 5041.097168
	Iteration 7Q: 3 clusters Score -3168092 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -3168692.500000 Penalty: 5041.097168
	Iteration 8Q: 3 clusters Score -3168692 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -3169278.750000 Penalty: 5041.097168
	Iteration 9Q: 3 clusters Score -3169279 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -3169805.000000 Penalty: 5041.097168
	Iteration 10Q: 3 clusters Score -3169805 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -3170261.000000 Penalty: 5041.097168
	Iteration 11Q: 3 clusters Score -3170261 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -3170620.250000 Penalty: 5041.097168
	Iteration 12Q: 3 clusters Score -3170620 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -3170853.250000 Penalty: 5041.097168
	Iteration 13Q: 3 clusters Score -3170853 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -3170974.250000 Penalty: 5041.097168
	Iteration 14Q: 3 clusters Score -3170974 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -3171031.750000 Penalty: 5041.097168
	Iteration 15Q: 3 clusters Score -3171032 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -3171074.500000 Penalty: 5041.097168
	Iteration 16Q: 3 clusters Score -3171074 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -3171110.750000 Penalty: 5041.097168
	Iteration 17Q: 3 clusters Score -3171111 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -3171144.750000 Penalty: 5041.097168
	Iteration 18Q: 3 clusters Score -3171145 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -3171155.000000 Penalty: 5041.097168
	Iteration 19Q: 3 clusters Score -3171155 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -3171185.750000 Penalty: 5041.097168
	Iteration 20F: 3 clusters Score -3171186 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -3171190.500000 Penalty: 5041.097168
	Iteration 21Q: 3 clusters Score -3171190 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -3171200.500000 Penalty: 5041.097168
	Iteration 22Q: 3 clusters Score -3171200 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -3171212.250000 Penalty: 5041.097168
	Iteration 23Q: 3 clusters Score -3171212 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -3171225.000000 Penalty: 5041.097168
	Iteration 24Q: 3 clusters Score -3171225 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -3171232.250000 Penalty: 5041.097168
	Iteration 25Q: 3 clusters Score -3171232 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -3171245.250000 Penalty: 5041.097168
	Iteration 26Q: 3 clusters Score -3171245 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -3171248.500000 Penalty: 5041.097168
	Iteration 27Q: 3 clusters Score -3171248 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -3171261.000000 Penalty: 5041.097168
	Iteration 28Q: 3 clusters Score -3171261 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -3171261.250000 Penalty: 5041.097168
	Iteration 29Q: 3 clusters Score -3171261 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -3171259.750000 Penalty: 5041.097168
	Iteration 30Q: 3 clusters Score -3171260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -3171260.500000 Penalty: 5041.097168
	Iteration 31Q: 3 clusters Score -3171260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -3171256.000000 Penalty: 5041.097168
	Iteration 32Q: 3 clusters Score -3171256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -3171258.500000 Penalty: 5041.097168
	Iteration 33Q: 3 clusters Score -3171258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -3171253.750000 Penalty: 5041.097168
	Iteration 34Q: 3 clusters Score -3171254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -3171254.750000 Penalty: 5041.097168
	Iteration 35Q: 3 clusters Score -3171255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3171247.500000 Penalty: 5041.097168
	Iteration 36Q: 3 clusters Score -3171248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -3171251.000000 Penalty: 5041.097168
	Iteration 37Q: 3 clusters Score -3171251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -3171252.000000 Penalty: 5041.097168
	Iteration 38Q: 3 clusters Score -3171252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -3171257.250000 Penalty: 5041.097168
	Iteration 39Q: 3 clusters Score -3171257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -3171257.250000 Penalty: 5041.097168
	Iteration 40F: 3 clusters Score -3171257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -3171264.000000 Penalty: 5041.097168
	Iteration 41Q: 3 clusters Score -3171264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -3171255.750000 Penalty: 5041.097168
	Iteration 42Q: 3 clusters Score -3171256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -3171273.250000 Penalty: 5041.097168
	Iteration 43Q: 3 clusters Score -3171273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -3171267.750000 Penalty: 5041.097168
	Iteration 44Q: 3 clusters Score -3171268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -3171276.250000 Penalty: 5041.097168
	Iteration 45Q: 3 clusters Score -3171276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -3171278.500000 Penalty: 5041.097168
	Iteration 46Q: 3 clusters Score -3171278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -3171284.500000 Penalty: 5041.097168
	Iteration 47Q: 3 clusters Score -3171284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3171290.750000 Penalty: 5041.097168
	Iteration 48Q: 3 clusters Score -3171291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -3171297.000000 Penalty: 5041.097168
	Iteration 49Q: 3 clusters Score -3171297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -3171295.500000 Penalty: 5041.097168
	Iteration 50Q: 3 clusters Score -3171296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -3171297.750000 Penalty: 5041.097168
	Iteration 51Q: 3 clusters Score -3171298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -3171302.000000 Penalty: 5041.097168
	Iteration 52Q: 3 clusters Score -3171302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -3171301.500000 Penalty: 5041.097168
	Iteration 53Q: 3 clusters Score -3171302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -3171296.000000 Penalty: 5041.097168
	Iteration 54Q: 3 clusters Score -3171296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -3171296.250000 Penalty: 5041.097168
	Iteration 55Q: 3 clusters Score -3171296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -3171296.000000 Penalty: 5041.097168
	Iteration 56Q: 3 clusters Score -3171296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -3171295.500000 Penalty: 5041.097168
	Iteration 57Q: 3 clusters Score -3171296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -3171294.750000 Penalty: 5041.097168
	Iteration 58Q: 3 clusters Score -3171295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -3171291.750000 Penalty: 5041.097168
	Iteration 59Q: 3 clusters Score -3171292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -3171291.750000 Penalty: 5041.097168
	Iteration 60F: 3 clusters Score -3171292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Entering Unmasked Estep 
Score: -3766035.000000 Penalty: 2563.058350
	Iteration 0F: 2 clusters Score -3766035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3744936.250000 Penalty: 5126.116699
	Iteration 0F: 3 clusters Score -3744936 nChanged 13837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -3752616.000000 Penalty: 5126.116699
	Iteration 1F: 3 clusters Score -3752616 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3753108.000000 Penalty: 5126.116699
	Iteration 2Q: 3 clusters Score -3753108 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -3753525.750000 Penalty: 5126.116699
	Iteration 3Q: 3 clusters Score -3753526 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -3753937.750000 Penalty: 5126.116699
	Iteration 4Q: 3 clusters Score -3753938 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -3754315.250000 Penalty: 5126.116699
	Iteration 5Q: 3 clusters Score -3754315 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -3754681.250000 Penalty: 5126.116699
	Iteration 6Q: 3 clusters Score -3754681 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -3755123.750000 Penalty: 5126.116699
	Iteration 7Q: 3 clusters Score -3755124 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -3755726.000000 Penalty: 5126.116699
	Iteration 8Q: 3 clusters Score -3755726 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -3756412.250000 Penalty: 5126.116699
	Iteration 9Q: 3 clusters Score -3756412 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -3757182.500000 Penalty: 5126.116699
	Iteration 10Q: 3 clusters Score -3757182 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -3757996.000000 Penalty: 5126.116699
	Iteration 11Q: 3 clusters Score -3757996 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -3758883.250000 Penalty: 5126.116699
	Iteration 12Q: 3 clusters Score -3758883 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -3759770.250000 Penalty: 5126.116699
	Iteration 13Q: 3 clusters Score -3759770 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -3760615.750000 Penalty: 5126.116699
	Iteration 14Q: 3 clusters Score -3760616 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -3761349.000000 Penalty: 5126.116699
	Iteration 15Q: 3 clusters Score -3761349 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -3761963.250000 Penalty: 5126.116699
	Iteration 16Q: 3 clusters Score -3761963 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -3762444.750000 Penalty: 5126.116699
	Iteration 17Q: 3 clusters Score -3762445 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -3762882.250000 Penalty: 5126.116699
	Iteration 18Q: 3 clusters Score -3762882 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -3763187.500000 Penalty: 5126.116699
	Iteration 19Q: 3 clusters Score -3763188 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -3763412.000000 Penalty: 5126.116699
	Iteration 20F: 3 clusters Score -3763412 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -3763566.000000 Penalty: 5126.116699
	Iteration 21Q: 3 clusters Score -3763566 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -3763695.000000 Penalty: 5126.116699
	Iteration 22Q: 3 clusters Score -3763695 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -3763761.250000 Penalty: 5126.116699
	Iteration 23Q: 3 clusters Score -3763761 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -3763808.000000 Penalty: 5126.116699
	Iteration 24Q: 3 clusters Score -3763808 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -3763835.500000 Penalty: 5126.116699
	Iteration 25Q: 3 clusters Score -3763836 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -3763851.750000 Penalty: 5126.116699
	Iteration 26Q: 3 clusters Score -3763852 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -3763871.250000 Penalty: 5126.116699
	Iteration 27Q: 3 clusters Score -3763871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -3763881.250000 Penalty: 5126.116699
	Iteration 28Q: 3 clusters Score -3763881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -3763892.500000 Penalty: 5126.116699
	Iteration 29Q: 3 clusters Score -3763892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -3763904.000000 Penalty: 5126.116699
	Iteration 30Q: 3 clusters Score -3763904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -3763910.250000 Penalty: 5126.116699
	Iteration 31Q: 3 clusters Score -3763910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -3763929.250000 Penalty: 5126.116699
	Iteration 32Q: 3 clusters Score -3763929 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -3763940.500000 Penalty: 5126.116699
	Iteration 33Q: 3 clusters Score -3763940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -3763951.500000 Penalty: 5126.116699
	Iteration 34Q: 3 clusters Score -3763952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -3763955.750000 Penalty: 5126.116699
	Iteration 35Q: 3 clusters Score -3763956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -3763954.000000 Penalty: 5126.116699
	Iteration 36Q: 3 clusters Score -3763954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -3763956.750000 Penalty: 5126.116699
	Iteration 37Q: 3 clusters Score -3763957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -3763957.500000 Penalty: 5126.116699
	Iteration 38Q: 3 clusters Score -3763958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -3763966.500000 Penalty: 5126.116699
	Iteration 39Q: 3 clusters Score -3763966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -3763977.000000 Penalty: 5126.116699
	Iteration 40F: 3 clusters Score -3763977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -3763975.750000 Penalty: 5126.116699
	Iteration 41Q: 3 clusters Score -3763976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -3763977.000000 Penalty: 5126.116699
	Iteration 42Q: 3 clusters Score -3763977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -3763976.750000 Penalty: 5126.116699
	Iteration 43Q: 3 clusters Score -3763977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -3763976.750000 Penalty: 5126.116699
	Iteration 44F: 3 clusters Score -3763977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Entering Unmasked Estep 
Score: -4741163.500000 Penalty: 2619.937988
	Iteration 0F: 2 clusters Score -4741164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -4715035.500000 Penalty: 5239.875977
	Iteration 0F: 3 clusters Score -4715036 nChanged 17622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -4724841.000000 Penalty: 5239.875977
	Iteration 1F: 3 clusters Score -4724841 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -4725787.000000 Penalty: 5239.875977
	Iteration 2F: 3 clusters Score -4725787 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -4726971.000000 Penalty: 5239.875977
	Iteration 3F: 3 clusters Score -4726971 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -4728355.500000 Penalty: 5239.875977
	Iteration 4F: 3 clusters Score -4728356 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -4729857.000000 Penalty: 5239.875977
	Iteration 5F: 3 clusters Score -4729857 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -4731419.500000 Penalty: 5239.875977
	Iteration 6F: 3 clusters Score -4731420 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -4732863.000000 Penalty: 5239.875977
	Iteration 7F: 3 clusters Score -4732863 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -4734254.500000 Penalty: 5239.875977
	Iteration 8F: 3 clusters Score -4734254 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -4735468.500000 Penalty: 5239.875977
	Iteration 9Q: 3 clusters Score -4735468 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -4736463.500000 Penalty: 5239.875977
	Iteration 10Q: 3 clusters Score -4736464 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4737327.500000 Penalty: 5239.875977
	Iteration 11Q: 3 clusters Score -4737328 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4737999.500000 Penalty: 5239.875977
	Iteration 12Q: 3 clusters Score -4738000 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4738452.500000 Penalty: 5239.875977
	Iteration 13Q: 3 clusters Score -4738452 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4738662.000000 Penalty: 5239.875977
	Iteration 14Q: 3 clusters Score -4738662 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4738791.500000 Penalty: 5239.875977
	Iteration 15Q: 3 clusters Score -4738792 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4738873.000000 Penalty: 5239.875977
	Iteration 16Q: 3 clusters Score -4738873 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4738925.500000 Penalty: 5239.875977
	Iteration 17Q: 3 clusters Score -4738926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4738950.500000 Penalty: 5239.875977
	Iteration 18Q: 3 clusters Score -4738950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4738965.000000 Penalty: 5239.875977
	Iteration 19Q: 3 clusters Score -4738965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4738975.000000 Penalty: 5239.875977
	Iteration 20F: 3 clusters Score -4738975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4738989.000000 Penalty: 5239.875977
	Iteration 21Q: 3 clusters Score -4738989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4738999.500000 Penalty: 5239.875977
	Iteration 22Q: 3 clusters Score -4739000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4739000.000000 Penalty: 5239.875977
	Iteration 23Q: 3 clusters Score -4739000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4739005.500000 Penalty: 5239.875977
	Iteration 24Q: 3 clusters Score -4739006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4739006.500000 Penalty: 5239.875977
	Iteration 25Q: 3 clusters Score -4739006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4739007.500000 Penalty: 5239.875977
	Iteration 26Q: 3 clusters Score -4739008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4739015.500000 Penalty: 5239.875977
	Iteration 27Q: 3 clusters Score -4739016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4739015.500000 Penalty: 5239.875977
	Iteration 28Q: 3 clusters Score -4739016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4739015.500000 Penalty: 5239.875977
	Iteration 29Q: 3 clusters Score -4739016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4739019.000000 Penalty: 5239.875977
	Iteration 30Q: 3 clusters Score -4739019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4739019.000000 Penalty: 5239.875977
	Iteration 31F: 3 clusters Score -4739019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Entering Unmasked Estep 
Score: -2023161.500000 Penalty: 2410.288086
	Iteration 0F: 2 clusters Score -2023162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2011299.000000 Penalty: 4820.576172
	Iteration 0F: 3 clusters Score -2011299 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2015279.000000 Penalty: 4820.576172
	Iteration 1F: 3 clusters Score -2015279 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2015750.375000 Penalty: 4820.576172
	Iteration 2F: 3 clusters Score -2015750 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2016184.125000 Penalty: 4820.576172
	Iteration 3F: 3 clusters Score -2016184 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2016708.875000 Penalty: 4820.576172
	Iteration 4F: 3 clusters Score -2016709 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2017356.625000 Penalty: 4820.576172
	Iteration 5F: 3 clusters Score -2017357 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2018071.625000 Penalty: 4820.576172
	Iteration 6F: 3 clusters Score -2018072 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2018836.875000 Penalty: 4820.576172
	Iteration 7F: 3 clusters Score -2018837 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2019529.625000 Penalty: 4820.576172
	Iteration 8F: 3 clusters Score -2019530 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2020089.250000 Penalty: 4820.576172
	Iteration 9Q: 3 clusters Score -2020089 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2020518.125000 Penalty: 4820.576172
	Iteration 10Q: 3 clusters Score -2020518 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2020823.000000 Penalty: 4820.576172
	Iteration 11Q: 3 clusters Score -2020823 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2021059.375000 Penalty: 4820.576172
	Iteration 12Q: 3 clusters Score -2021059 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2021235.250000 Penalty: 4820.576172
	Iteration 13Q: 3 clusters Score -2021235 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2021354.000000 Penalty: 4820.576172
	Iteration 14Q: 3 clusters Score -2021354 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2021437.875000 Penalty: 4820.576172
	Iteration 15Q: 3 clusters Score -2021438 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2021493.500000 Penalty: 4820.576172
	Iteration 16Q: 3 clusters Score -2021494 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2021533.000000 Penalty: 4820.576172
	Iteration 17Q: 3 clusters Score -2021533 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2021555.750000 Penalty: 4820.576172
	Iteration 18Q: 3 clusters Score -2021556 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2021567.500000 Penalty: 4820.576172
	Iteration 19Q: 3 clusters Score -2021568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2021581.875000 Penalty: 4820.576172
	Iteration 20F: 3 clusters Score -2021582 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2021599.500000 Penalty: 4820.576172
	Iteration 21Q: 3 clusters Score -2021600 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2021611.125000 Penalty: 4820.576172
	Iteration 22Q: 3 clusters Score -2021611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2021622.500000 Penalty: 4820.576172
	Iteration 23Q: 3 clusters Score -2021622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2021630.375000 Penalty: 4820.576172
	Iteration 24Q: 3 clusters Score -2021630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2021638.500000 Penalty: 4820.576172
	Iteration 25Q: 3 clusters Score -2021638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2021642.375000 Penalty: 4820.576172
	Iteration 26Q: 3 clusters Score -2021642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2021644.125000 Penalty: 4820.576172
	Iteration 27Q: 3 clusters Score -2021644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2021646.750000 Penalty: 4820.576172
	Iteration 28Q: 3 clusters Score -2021647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2021651.000000 Penalty: 4820.576172
	Iteration 29Q: 3 clusters Score -2021651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2021651.250000 Penalty: 4820.576172
	Iteration 30Q: 3 clusters Score -2021651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2021660.375000 Penalty: 4820.576172
	Iteration 31Q: 3 clusters Score -2021660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2021668.875000 Penalty: 4820.576172
	Iteration 32Q: 3 clusters Score -2021669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2021670.125000 Penalty: 4820.576172
	Iteration 33Q: 3 clusters Score -2021670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2021671.750000 Penalty: 4820.576172
	Iteration 34Q: 3 clusters Score -2021672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2021674.875000 Penalty: 4820.576172
	Iteration 35Q: 3 clusters Score -2021675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2021674.500000 Penalty: 4820.576172
	Iteration 36Q: 3 clusters Score -2021674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2021677.125000 Penalty: 4820.576172
	Iteration 37Q: 3 clusters Score -2021677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2021682.000000 Penalty: 4820.576172
	Iteration 38Q: 3 clusters Score -2021682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2021679.875000 Penalty: 4820.576172
	Iteration 39Q: 3 clusters Score -2021680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2021681.875000 Penalty: 4820.576172
	Iteration 40F: 3 clusters Score -2021682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Entering Unmasked Estep 
Score: -2726126.500000 Penalty: 2485.385254
	Iteration 0F: 2 clusters Score -2726126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2710386.500000 Penalty: 4970.770508
	Iteration 0F: 3 clusters Score -2710386 nChanged 9987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2715898.750000 Penalty: 4970.770508
	Iteration 1F: 3 clusters Score -2715899 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2716474.250000 Penalty: 4970.770508
	Iteration 2F: 3 clusters Score -2716474 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2717014.000000 Penalty: 4970.770508
	Iteration 3F: 3 clusters Score -2717014 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2717541.000000 Penalty: 4970.770508
	Iteration 4Q: 3 clusters Score -2717541 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2718103.500000 Penalty: 4970.770508
	Iteration 5Q: 3 clusters Score -2718104 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2718756.500000 Penalty: 4970.770508
	Iteration 6Q: 3 clusters Score -2718756 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2719420.500000 Penalty: 4970.770508
	Iteration 7Q: 3 clusters Score -2719420 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2720113.750000 Penalty: 4970.770508
	Iteration 8Q: 3 clusters Score -2720114 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2720783.000000 Penalty: 4970.770508
	Iteration 9Q: 3 clusters Score -2720783 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2721418.250000 Penalty: 4970.770508
	Iteration 10Q: 3 clusters Score -2721418 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2721940.250000 Penalty: 4970.770508
	Iteration 11Q: 3 clusters Score -2721940 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2722377.250000 Penalty: 4970.770508
	Iteration 12Q: 3 clusters Score -2722377 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2722764.750000 Penalty: 4970.770508
	Iteration 13Q: 3 clusters Score -2722765 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2723063.000000 Penalty: 4970.770508
	Iteration 14Q: 3 clusters Score -2723063 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2723277.750000 Penalty: 4970.770508
	Iteration 15Q: 3 clusters Score -2723278 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2723434.250000 Penalty: 4970.770508
	Iteration 16Q: 3 clusters Score -2723434 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2723567.500000 Penalty: 4970.770508
	Iteration 17Q: 3 clusters Score -2723568 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2723673.250000 Penalty: 4970.770508
	Iteration 18Q: 3 clusters Score -2723673 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2723767.250000 Penalty: 4970.770508
	Iteration 19Q: 3 clusters Score -2723767 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2723849.250000 Penalty: 4970.770508
	Iteration 20F: 3 clusters Score -2723849 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2723892.250000 Penalty: 4970.770508
	Iteration 21Q: 3 clusters Score -2723892 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2723945.000000 Penalty: 4970.770508
	Iteration 22Q: 3 clusters Score -2723945 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2723982.000000 Penalty: 4970.770508
	Iteration 23Q: 3 clusters Score -2723982 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2724015.000000 Penalty: 4970.770508
	Iteration 24Q: 3 clusters Score -2724015 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2724037.500000 Penalty: 4970.770508
	Iteration 25Q: 3 clusters Score -2724038 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2724051.250000 Penalty: 4970.770508
	Iteration 26Q: 3 clusters Score -2724051 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2724068.750000 Penalty: 4970.770508
	Iteration 27Q: 3 clusters Score -2724069 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2724083.500000 Penalty: 4970.770508
	Iteration 28Q: 3 clusters Score -2724084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2724089.750000 Penalty: 4970.770508
	Iteration 29Q: 3 clusters Score -2724090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2724096.500000 Penalty: 4970.770508
	Iteration 30Q: 3 clusters Score -2724096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2724100.750000 Penalty: 4970.770508
	Iteration 31Q: 3 clusters Score -2724101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2724110.000000 Penalty: 4970.770508
	Iteration 32Q: 3 clusters Score -2724110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2724126.500000 Penalty: 4970.770508
	Iteration 33Q: 3 clusters Score -2724126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2724139.750000 Penalty: 4970.770508
	Iteration 34Q: 3 clusters Score -2724140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2724149.500000 Penalty: 4970.770508
	Iteration 35Q: 3 clusters Score -2724150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2724149.500000 Penalty: 4970.770508
	Iteration 36Q: 3 clusters Score -2724150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2724157.750000 Penalty: 4970.770508
	Iteration 37Q: 3 clusters Score -2724158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2724167.500000 Penalty: 4970.770508
	Iteration 38Q: 3 clusters Score -2724168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2724179.750000 Penalty: 4970.770508
	Iteration 39Q: 3 clusters Score -2724180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2724181.000000 Penalty: 4970.770508
	Iteration 40F: 3 clusters Score -2724181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2724186.000000 Penalty: 4970.770508
	Iteration 41Q: 3 clusters Score -2724186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2724183.250000 Penalty: 4970.770508
	Iteration 42Q: 3 clusters Score -2724183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2724182.750000 Penalty: 4970.770508
	Iteration 43Q: 3 clusters Score -2724183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2724188.500000 Penalty: 4970.770508
	Iteration 44Q: 3 clusters Score -2724188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2724193.750000 Penalty: 4970.770508
	Iteration 45Q: 3 clusters Score -2724194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2724194.250000 Penalty: 4970.770508
	Iteration 46Q: 3 clusters Score -2724194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2724196.250000 Penalty: 4970.770508
	Iteration 47Q: 3 clusters Score -2724196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2724197.500000 Penalty: 4970.770508
	Iteration 48Q: 3 clusters Score -2724198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2724202.500000 Penalty: 4970.770508
	Iteration 49Q: 3 clusters Score -2724202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2724202.750000 Penalty: 4970.770508
	Iteration 50Q: 3 clusters Score -2724203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2724208.250000 Penalty: 4970.770508
	Iteration 51Q: 3 clusters Score -2724208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2724210.250000 Penalty: 4970.770508
	Iteration 52Q: 3 clusters Score -2724210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2724215.250000 Penalty: 4970.770508
	Iteration 53Q: 3 clusters Score -2724215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2724215.250000 Penalty: 4970.770508
	Iteration 54Q: 3 clusters Score -2724215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2724217.250000 Penalty: 4970.770508
	Iteration 55Q: 3 clusters Score -2724217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2724217.250000 Penalty: 4970.770508
	Iteration 56F: 3 clusters Score -2724217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Entering Unmasked Estep 
Score: -2960937.250000 Penalty: 2500.494141
	Iteration 0F: 2 clusters Score -2960937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2944214.250000 Penalty: 5000.988281
	Iteration 0F: 3 clusters Score -2944214 nChanged 10645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2949832.500000 Penalty: 5000.988281
	Iteration 1F: 3 clusters Score -2949832 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2950250.750000 Penalty: 5000.988281
	Iteration 2Q: 3 clusters Score -2950251 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2950665.250000 Penalty: 5000.988281
	Iteration 3Q: 3 clusters Score -2950665 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2951116.250000 Penalty: 5000.988281
	Iteration 4Q: 3 clusters Score -2951116 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2951673.500000 Penalty: 5000.988281
	Iteration 5Q: 3 clusters Score -2951674 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2952391.000000 Penalty: 5000.988281
	Iteration 6F: 3 clusters Score -2952391 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2953390.500000 Penalty: 5000.988281
	Iteration 7F: 3 clusters Score -2953390 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2954570.750000 Penalty: 5000.988281
	Iteration 8F: 3 clusters Score -2954571 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2955745.750000 Penalty: 5000.988281
	Iteration 9F: 3 clusters Score -2955746 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2956748.250000 Penalty: 5000.988281
	Iteration 10F: 3 clusters Score -2956748 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -2957547.000000 Penalty: 5000.988281
	Iteration 11Q: 3 clusters Score -2957547 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -2958011.500000 Penalty: 5000.988281
	Iteration 12Q: 3 clusters Score -2958012 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -2958326.750000 Penalty: 5000.988281
	Iteration 13Q: 3 clusters Score -2958327 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -2958515.750000 Penalty: 5000.988281
	Iteration 14Q: 3 clusters Score -2958516 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -2958640.750000 Penalty: 5000.988281
	Iteration 15Q: 3 clusters Score -2958641 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -2958720.750000 Penalty: 5000.988281
	Iteration 16Q: 3 clusters Score -2958721 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2958753.500000 Penalty: 5000.988281
	Iteration 17Q: 3 clusters Score -2958754 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -2958783.750000 Penalty: 5000.988281
	Iteration 18Q: 3 clusters Score -2958784 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -2958804.250000 Penalty: 5000.988281
	Iteration 19Q: 3 clusters Score -2958804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -2958826.250000 Penalty: 5000.988281
	Iteration 20F: 3 clusters Score -2958826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -2958842.000000 Penalty: 5000.988281
	Iteration 21Q: 3 clusters Score -2958842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -2958849.000000 Penalty: 5000.988281
	Iteration 22Q: 3 clusters Score -2958849 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2958857.000000 Penalty: 5000.988281
	Iteration 23Q: 3 clusters Score -2958857 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2958866.250000 Penalty: 5000.988281
	Iteration 24Q: 3 clusters Score -2958866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -2958878.000000 Penalty: 5000.988281
	Iteration 25Q: 3 clusters Score -2958878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -2958886.750000 Penalty: 5000.988281
	Iteration 26Q: 3 clusters Score -2958887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -2958893.500000 Penalty: 5000.988281
	Iteration 27Q: 3 clusters Score -2958894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -2958914.000000 Penalty: 5000.988281
	Iteration 28Q: 3 clusters Score -2958914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -2958925.000000 Penalty: 5000.988281
	Iteration 29Q: 3 clusters Score -2958925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -2958926.250000 Penalty: 5000.988281
	Iteration 30Q: 3 clusters Score -2958926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -2958933.250000 Penalty: 5000.988281
	Iteration 31Q: 3 clusters Score -2958933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -2958930.750000 Penalty: 5000.988281
	Iteration 32Q: 3 clusters Score -2958931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2958935.500000 Penalty: 5000.988281
	Iteration 33Q: 3 clusters Score -2958936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -2958935.000000 Penalty: 5000.988281
	Iteration 34Q: 3 clusters Score -2958935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -2958938.500000 Penalty: 5000.988281
	Iteration 35Q: 3 clusters Score -2958938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2958933.500000 Penalty: 5000.988281
	Iteration 36Q: 3 clusters Score -2958934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2958937.250000 Penalty: 5000.988281
	Iteration 37Q: 3 clusters Score -2958937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -2958934.000000 Penalty: 5000.988281
	Iteration 38Q: 3 clusters Score -2958934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2958935.000000 Penalty: 5000.988281
	Iteration 39Q: 3 clusters Score -2958935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2958939.750000 Penalty: 5000.988281
	Iteration 40F: 3 clusters Score -2958940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -2958942.750000 Penalty: 5000.988281
	Iteration 41Q: 3 clusters Score -2958943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -2958944.500000 Penalty: 5000.988281
	Iteration 42Q: 3 clusters Score -2958944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -2958943.000000 Penalty: 5000.988281
	Iteration 43Q: 3 clusters Score -2958943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -2958946.000000 Penalty: 5000.988281
	Iteration 44Q: 3 clusters Score -2958946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -2958949.250000 Penalty: 5000.988281
	Iteration 45Q: 3 clusters Score -2958949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -2958951.500000 Penalty: 5000.988281
	Iteration 46Q: 3 clusters Score -2958952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -2958950.500000 Penalty: 5000.988281
	Iteration 47Q: 3 clusters Score -2958950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2958947.750000 Penalty: 5000.988281
	Iteration 48Q: 3 clusters Score -2958948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -2958949.750000 Penalty: 5000.988281
	Iteration 49Q: 3 clusters Score -2958950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -2958951.500000 Penalty: 5000.988281
	Iteration 50Q: 3 clusters Score -2958952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -2958956.000000 Penalty: 5000.988281
	Iteration 51Q: 3 clusters Score -2958956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2958949.500000 Penalty: 5000.988281
	Iteration 52Q: 3 clusters Score -2958950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -2958951.250000 Penalty: 5000.988281
	Iteration 53Q: 3 clusters Score -2958951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -2958949.250000 Penalty: 5000.988281
	Iteration 54Q: 3 clusters Score -2958949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -2958949.250000 Penalty: 5000.988281
	Iteration 55F: 3 clusters Score -2958949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (224069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224069 members 
Entering Unmasked Estep 
Score: -27086974.000000 Penalty: 3055.288086
	Iteration 0F: 2 clusters Score -2.708697e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112144 members 
Mstep: Class 2 contains 111925 members 
Entering Unmasked Estep 
Score: -26937434.000000 Penalty: 6110.576172
	Iteration 0F: 3 clusters Score -2.693743e+07 nChanged 108127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113457 members 
Mstep: Class 2 contains 110612 members 
Entering Unmasked Estep 
Score: -27001810.000000 Penalty: 6110.576172
	Iteration 1F: 3 clusters Score -2.700181e+07 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113810 members 
Mstep: Class 2 contains 110259 members 
Entering Unmasked Estep 
Score: -27004186.000000 Penalty: 6110.576172
	Iteration 2Q: 3 clusters Score -2.700419e+07 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114253 members 
Mstep: Class 2 contains 109816 members 
Entering Unmasked Estep 
Score: -27007628.000000 Penalty: 6110.576172
	Iteration 3Q: 3 clusters Score -2.700763e+07 nChanged 10324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114485 members 
Mstep: Class 2 contains 109584 members 
Entering Unmasked Estep 
Score: -27012562.000000 Penalty: 6110.576172
	Iteration 4Q: 3 clusters Score -2.701256e+07 nChanged 12336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114247 members 
Mstep: Class 2 contains 109822 members 
Entering Unmasked Estep 
Score: -27020098.000000 Penalty: 6110.576172
	Iteration 5F: 3 clusters Score -2.70201e+07 nChanged 14189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112840 members 
Mstep: Class 2 contains 111229 members 
Entering Unmasked Estep 
Score: -27029420.000000 Penalty: 6110.576172
	Iteration 6F: 3 clusters Score -2.702942e+07 nChanged 14867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110403 members 
Mstep: Class 2 contains 113666 members 
Entering Unmasked Estep 
Score: -27039536.000000 Penalty: 6110.576172
	Iteration 7F: 3 clusters Score -2.703954e+07 nChanged 13935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107038 members 
Mstep: Class 2 contains 117031 members 
Entering Unmasked Estep 
Score: -27047966.000000 Penalty: 6110.576172
	Iteration 8F: 3 clusters Score -2.704797e+07 nChanged 11562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103248 members 
Mstep: Class 2 contains 120821 members 
Entering Unmasked Estep 
Score: -27053890.000000 Penalty: 6110.576172
	Iteration 9F: 3 clusters Score -2.705389e+07 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99075 members 
Mstep: Class 2 contains 124994 members 
Entering Unmasked Estep 
Score: -27059036.000000 Penalty: 6110.576172
	Iteration 10Q: 3 clusters Score -2.705904e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94400 members 
Mstep: Class 2 contains 129669 members 
Entering Unmasked Estep 
Score: -27063980.000000 Penalty: 6110.576172
	Iteration 11Q: 3 clusters Score -2.706398e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89069 members 
Mstep: Class 2 contains 135000 members 
Entering Unmasked Estep 
Score: -27068928.000000 Penalty: 6110.576172
	Iteration 12Q: 3 clusters Score -2.706893e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83420 members 
Mstep: Class 2 contains 140649 members 
Entering Unmasked Estep 
Score: -27073030.000000 Penalty: 6110.576172
	Iteration 13Q: 3 clusters Score -2.707303e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77912 members 
Mstep: Class 2 contains 146157 members 
Entering Unmasked Estep 
Score: -27076342.000000 Penalty: 6110.576172
	Iteration 14Q: 3 clusters Score -2.707634e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 151234 members 
Entering Unmasked Estep 
Score: -27080134.000000 Penalty: 6110.576172
	Iteration 15Q: 3 clusters Score -2.708013e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68286 members 
Mstep: Class 2 contains 155783 members 
Entering Unmasked Estep 
Score: -27084118.000000 Penalty: 6110.576172
	Iteration 16Q: 3 clusters Score -2.708412e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64532 members 
Mstep: Class 2 contains 159537 members 
Entering Unmasked Estep 
Score: -27087608.000000 Penalty: 6110.576172
	Iteration 17Q: 3 clusters Score -2.708761e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61784 members 
Mstep: Class 2 contains 162285 members 
Entering Unmasked Estep 
Score: -27089446.000000 Penalty: 6110.576172
	Iteration 18Q: 3 clusters Score -2.708945e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59964 members 
Mstep: Class 2 contains 164105 members 
Entering Unmasked Estep 
Score: -27090230.000000 Penalty: 6110.576172
	Iteration 19Q: 3 clusters Score -2.709023e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58734 members 
Mstep: Class 2 contains 165335 members 
Entering Unmasked Estep 
Score: -27090352.000000 Penalty: 6110.576172
	Iteration 20F: 3 clusters Score -2.709035e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57857 members 
Mstep: Class 2 contains 166212 members 
Entering Unmasked Estep 
Score: -27090466.000000 Penalty: 6110.576172
	Iteration 21Q: 3 clusters Score -2.709047e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57272 members 
Mstep: Class 2 contains 166797 members 
Entering Unmasked Estep 
Score: -27090592.000000 Penalty: 6110.576172
	Iteration 22Q: 3 clusters Score -2.709059e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 167274 members 
Entering Unmasked Estep 
Score: -27090628.000000 Penalty: 6110.576172
	Iteration 23Q: 3 clusters Score -2.709063e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 167644 members 
Entering Unmasked Estep 
Score: -27090650.000000 Penalty: 6110.576172
	Iteration 24Q: 3 clusters Score -2.709065e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56072 members 
Mstep: Class 2 contains 167997 members 
Entering Unmasked Estep 
Score: -27090622.000000 Penalty: 6110.576172
	Iteration 25Q: 3 clusters Score -2.709062e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55794 members 
Mstep: Class 2 contains 168275 members 
Entering Unmasked Estep 
Score: -27090658.000000 Penalty: 6110.576172
	Iteration 26Q: 3 clusters Score -2.709066e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 168510 members 
Entering Unmasked Estep 
Score: -27090670.000000 Penalty: 6110.576172
	Iteration 27Q: 3 clusters Score -2.709067e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 168734 members 
Entering Unmasked Estep 
Score: -27090646.000000 Penalty: 6110.576172
	Iteration 28Q: 3 clusters Score -2.709065e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55148 members 
Mstep: Class 2 contains 168921 members 
Entering Unmasked Estep 
Score: -27090668.000000 Penalty: 6110.576172
	Iteration 29Q: 3 clusters Score -2.709067e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54996 members 
Mstep: Class 2 contains 169073 members 
Entering Unmasked Estep 
Score: -27090666.000000 Penalty: 6110.576172
	Iteration 30Q: 3 clusters Score -2.709067e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54867 members 
Mstep: Class 2 contains 169202 members 
Entering Unmasked Estep 
Score: -27090672.000000 Penalty: 6110.576172
	Iteration 31Q: 3 clusters Score -2.709067e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 169315 members 
Entering Unmasked Estep 
Score: -27090696.000000 Penalty: 6110.576172
	Iteration 32Q: 3 clusters Score -2.70907e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54661 members 
Mstep: Class 2 contains 169408 members 
Entering Unmasked Estep 
Score: -27090722.000000 Penalty: 6110.576172
	Iteration 33Q: 3 clusters Score -2.709072e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54595 members 
Mstep: Class 2 contains 169474 members 
Entering Unmasked Estep 
Score: -27090790.000000 Penalty: 6110.576172
	Iteration 34Q: 3 clusters Score -2.709079e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 169526 members 
Entering Unmasked Estep 
Score: -27090770.000000 Penalty: 6110.576172
	Iteration 35Q: 3 clusters Score -2.709077e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 169582 members 
Entering Unmasked Estep 
Score: -27090764.000000 Penalty: 6110.576172
	Iteration 36Q: 3 clusters Score -2.709076e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54436 members 
Mstep: Class 2 contains 169633 members 
Entering Unmasked Estep 
Score: -27090768.000000 Penalty: 6110.576172
	Iteration 37Q: 3 clusters Score -2.709077e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 169685 members 
Entering Unmasked Estep 
Score: -27090732.000000 Penalty: 6110.576172
	Iteration 38Q: 3 clusters Score -2.709073e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 169722 members 
Entering Unmasked Estep 
Score: -27090760.000000 Penalty: 6110.576172
	Iteration 39Q: 3 clusters Score -2.709076e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54319 members 
Mstep: Class 2 contains 169750 members 
Entering Unmasked Estep 
Score: -27090746.000000 Penalty: 6110.576172
	Iteration 40F: 3 clusters Score -2.709075e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 169776 members 
Entering Unmasked Estep 
Score: -27090740.000000 Penalty: 6110.576172
	Iteration 41Q: 3 clusters Score -2.709074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 169795 members 
Entering Unmasked Estep 
Score: -27090752.000000 Penalty: 6110.576172
	Iteration 42Q: 3 clusters Score -2.709075e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 169812 members 
Entering Unmasked Estep 
Score: -27090764.000000 Penalty: 6110.576172
	Iteration 43Q: 3 clusters Score -2.709076e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54242 members 
Mstep: Class 2 contains 169827 members 
Entering Unmasked Estep 
Score: -27090744.000000 Penalty: 6110.576172
	Iteration 44Q: 3 clusters Score -2.709074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54236 members 
Mstep: Class 2 contains 169833 members 
Entering Unmasked Estep 
Score: -27090748.000000 Penalty: 6110.576172
	Iteration 45Q: 3 clusters Score -2.709075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54231 members 
Mstep: Class 2 contains 169838 members 
Entering Unmasked Estep 
Score: -27090746.000000 Penalty: 6110.576172
	Iteration 46Q: 3 clusters Score -2.709075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 169846 members 
Entering Unmasked Estep 
Score: -27090764.000000 Penalty: 6110.576172
	Iteration 47Q: 3 clusters Score -2.709076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54218 members 
Mstep: Class 2 contains 169851 members 
Entering Unmasked Estep 
Score: -27090768.000000 Penalty: 6110.576172
	Iteration 48Q: 3 clusters Score -2.709077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 169852 members 
Entering Unmasked Estep 
Score: -27090764.000000 Penalty: 6110.576172
	Iteration 49Q: 3 clusters Score -2.709076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 169853 members 
Entering Unmasked Estep 
Score: -27090768.000000 Penalty: 6110.576172
	Iteration 50Q: 3 clusters Score -2.709077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54215 members 
Mstep: Class 2 contains 169854 members 
Entering Unmasked Estep 
Score: -27090764.000000 Penalty: 6110.576172
	Iteration 51Q: 3 clusters Score -2.709076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 169858 members 
Entering Unmasked Estep 
Score: -27090762.000000 Penalty: 6110.576172
	Iteration 52Q: 3 clusters Score -2.709076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54210 members 
Mstep: Class 2 contains 169859 members 
Entering Unmasked Estep 
Score: -27090772.000000 Penalty: 6110.576172
	Iteration 53Q: 3 clusters Score -2.709077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54210 members 
Mstep: Class 2 contains 169859 members 
Entering Unmasked Estep 
Score: -27090772.000000 Penalty: 6110.576172
	Iteration 54F: 3 clusters Score -2.709077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232170 members 
Mstep: Class 2 contains 11145 members 
Mstep: Class 3 contains 241841 members 
Mstep: Class 4 contains 32150 members 
Mstep: Class 5 contains 9381 members 
Mstep: Class 6 contains 64027 members 
Mstep: Class 7 contains 25939 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38726 members 
Mstep: Class 10 contains 16629 members 
Mstep: Class 11 contains 22510 members 
Mstep: Class 12 contains 23924 members 
Mstep: Class 13 contains 54210 members 
Mstep: Class 14 contains 128787 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31458 members 
Mstep: Class 21 contains 57281 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9453 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Mstep: Class 31 contains 169859 members 
Entering Unmasked Estep 
Score: -158443008.000000 Penalty: 108421.421875
Splitting cluster 13 changes total score from -158441088.000000 to -158443008.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (128787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128787 members 
Entering Unmasked Estep 
Score: -15736827.000000 Penalty: 2917.946777
	Iteration 0F: 2 clusters Score -1.573683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 64400 members 
Entering Unmasked Estep 
Score: -15650831.000000 Penalty: 5835.893555
	Iteration 0F: 3 clusters Score -1.565083e+07 nChanged 61085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62940 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -15686515.000000 Penalty: 5835.893555
	Iteration 1F: 3 clusters Score -1.568652e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61378 members 
Mstep: Class 2 contains 67409 members 
Entering Unmasked Estep 
Score: -15688522.000000 Penalty: 5835.893555
	Iteration 2Q: 3 clusters Score -1.568852e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 69840 members 
Entering Unmasked Estep 
Score: -15691470.000000 Penalty: 5835.893555
	Iteration 3Q: 3 clusters Score -1.569147e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 72948 members 
Entering Unmasked Estep 
Score: -15694946.000000 Penalty: 5835.893555
	Iteration 4F: 3 clusters Score -1.569495e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52379 members 
Mstep: Class 2 contains 76408 members 
Entering Unmasked Estep 
Score: -15698854.000000 Penalty: 5835.893555
	Iteration 5F: 3 clusters Score -1.569885e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 80029 members 
Entering Unmasked Estep 
Score: -15702716.000000 Penalty: 5835.893555
	Iteration 6F: 3 clusters Score -1.570272e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 83728 members 
Entering Unmasked Estep 
Score: -15706063.000000 Penalty: 5835.893555
	Iteration 7F: 3 clusters Score -1.570606e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 87517 members 
Entering Unmasked Estep 
Score: -15708803.000000 Penalty: 5835.893555
	Iteration 8F: 3 clusters Score -1.57088e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 91338 members 
Entering Unmasked Estep 
Score: -15711007.000000 Penalty: 5835.893555
	Iteration 9Q: 3 clusters Score -1.571101e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 95324 members 
Entering Unmasked Estep 
Score: -15713018.000000 Penalty: 5835.893555
	Iteration 10Q: 3 clusters Score -1.571302e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 99679 members 
Entering Unmasked Estep 
Score: -15715105.000000 Penalty: 5835.893555
	Iteration 11Q: 3 clusters Score -1.57151e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 104226 members 
Entering Unmasked Estep 
Score: -15717531.000000 Penalty: 5835.893555
	Iteration 12Q: 3 clusters Score -1.571753e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 109028 members 
Entering Unmasked Estep 
Score: -15720330.000000 Penalty: 5835.893555
	Iteration 13Q: 3 clusters Score -1.572033e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 113834 members 
Entering Unmasked Estep 
Score: -15723481.000000 Penalty: 5835.893555
	Iteration 14Q: 3 clusters Score -1.572348e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 118352 members 
Entering Unmasked Estep 
Score: -15726683.000000 Penalty: 5835.893555
	Iteration 15Q: 3 clusters Score -1.572668e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 122034 members 
Entering Unmasked Estep 
Score: -15729344.000000 Penalty: 5835.893555
	Iteration 16Q: 3 clusters Score -1.572934e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 124671 members 
Entering Unmasked Estep 
Score: -15731418.000000 Penalty: 5835.893555
	Iteration 17Q: 3 clusters Score -1.573142e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 126320 members 
Entering Unmasked Estep 
Score: -15732746.000000 Penalty: 5835.893555
	Iteration 18Q: 3 clusters Score -1.573275e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 127217 members 
Entering Unmasked Estep 
Score: -15733416.000000 Penalty: 5835.893555
	Iteration 19Q: 3 clusters Score -1.573342e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 127657 members 
Entering Unmasked Estep 
Score: -15733782.000000 Penalty: 5835.893555
	Iteration 20F: 3 clusters Score -1.573378e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 127878 members 
Entering Unmasked Estep 
Score: -15733920.000000 Penalty: 5835.893555
	Iteration 21Q: 3 clusters Score -1.573392e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 128001 members 
Entering Unmasked Estep 
Score: -15734037.000000 Penalty: 5835.893555
	Iteration 22Q: 3 clusters Score -1.573404e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 128072 members 
Entering Unmasked Estep 
Score: -15734120.000000 Penalty: 5835.893555
	Iteration 23Q: 3 clusters Score -1.573412e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 128111 members 
Entering Unmasked Estep 
Score: -15734175.000000 Penalty: 5835.893555
	Iteration 24Q: 3 clusters Score -1.573418e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 128144 members 
Entering Unmasked Estep 
Score: -15734192.000000 Penalty: 5835.893555
	Iteration 25Q: 3 clusters Score -1.573419e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 128173 members 
Entering Unmasked Estep 
Score: -15734222.000000 Penalty: 5835.893555
	Iteration 26Q: 3 clusters Score -1.573422e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 128188 members 
Entering Unmasked Estep 
Score: -15734244.000000 Penalty: 5835.893555
	Iteration 27Q: 3 clusters Score -1.573424e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 128205 members 
Entering Unmasked Estep 
Score: -15734268.000000 Penalty: 5835.893555
	Iteration 28Q: 3 clusters Score -1.573427e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 128215 members 
Entering Unmasked Estep 
Score: -15734286.000000 Penalty: 5835.893555
	Iteration 29Q: 3 clusters Score -1.573429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 128218 members 
Entering Unmasked Estep 
Score: -15734296.000000 Penalty: 5835.893555
	Iteration 30Q: 3 clusters Score -1.57343e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 128226 members 
Entering Unmasked Estep 
Score: -15734304.000000 Penalty: 5835.893555
	Iteration 31Q: 3 clusters Score -1.57343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 128234 members 
Entering Unmasked Estep 
Score: -15734320.000000 Penalty: 5835.893555
	Iteration 32Q: 3 clusters Score -1.573432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 128236 members 
Entering Unmasked Estep 
Score: -15734322.000000 Penalty: 5835.893555
	Iteration 33Q: 3 clusters Score -1.573432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 128241 members 
Entering Unmasked Estep 
Score: -15734329.000000 Penalty: 5835.893555
	Iteration 34Q: 3 clusters Score -1.573433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 128245 members 
Entering Unmasked Estep 
Score: -15734335.000000 Penalty: 5835.893555
	Iteration 35Q: 3 clusters Score -1.573434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 128251 members 
Entering Unmasked Estep 
Score: -15734353.000000 Penalty: 5835.893555
	Iteration 36Q: 3 clusters Score -1.573435e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 128254 members 
Entering Unmasked Estep 
Score: -15734358.000000 Penalty: 5835.893555
	Iteration 37Q: 3 clusters Score -1.573436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 128258 members 
Entering Unmasked Estep 
Score: -15734360.000000 Penalty: 5835.893555
	Iteration 38Q: 3 clusters Score -1.573436e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 128261 members 
Entering Unmasked Estep 
Score: -15734362.000000 Penalty: 5835.893555
	Iteration 39Q: 3 clusters Score -1.573436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 128265 members 
Entering Unmasked Estep 
Score: -15734346.000000 Penalty: 5835.893555
	Iteration 40F: 3 clusters Score -1.573435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 128269 members 
Entering Unmasked Estep 
Score: -15734355.000000 Penalty: 5835.893555
	Iteration 41Q: 3 clusters Score -1.573436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 128271 members 
Entering Unmasked Estep 
Score: -15734360.000000 Penalty: 5835.893555
	Iteration 42Q: 3 clusters Score -1.573436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 128272 members 
Entering Unmasked Estep 
Score: -15734373.000000 Penalty: 5835.893555
	Iteration 43Q: 3 clusters Score -1.573437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 128274 members 
Entering Unmasked Estep 
Score: -15734365.000000 Penalty: 5835.893555
	Iteration 44Q: 3 clusters Score -1.573436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 128278 members 
Entering Unmasked Estep 
Score: -15734365.000000 Penalty: 5835.893555
	Iteration 45Q: 3 clusters Score -1.573436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 128278 members 
Entering Unmasked Estep 
Score: -15734365.000000 Penalty: 5835.893555
	Iteration 46F: 3 clusters Score -1.573436e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Entering Unmasked Estep 
Score: -744512.437500 Penalty: 2171.774414
	Iteration 0F: 2 clusters Score -744512.4 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 3179 members 
Entering Unmasked Estep 
Score: -739111.625000 Penalty: 4343.548828
	Iteration 0F: 3 clusters Score -739111.6 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -740560.000000 Penalty: 4343.548828
	Iteration 1F: 3 clusters Score -740560 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -740934.500000 Penalty: 4343.548828
	Iteration 2F: 3 clusters Score -740934.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -741293.000000 Penalty: 4343.548828
	Iteration 3F: 3 clusters Score -741293 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -741635.875000 Penalty: 4343.548828
	Iteration 4F: 3 clusters Score -741635.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -741947.187500 Penalty: 4343.548828
	Iteration 5F: 3 clusters Score -741947.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -742260.062500 Penalty: 4343.548828
	Iteration 6F: 3 clusters Score -742260.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -742520.875000 Penalty: 4343.548828
	Iteration 7F: 3 clusters Score -742520.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -742695.187500 Penalty: 4343.548828
	Iteration 8Q: 3 clusters Score -742695.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -742843.375000 Penalty: 4343.548828
	Iteration 9Q: 3 clusters Score -742843.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -742980.437500 Penalty: 4343.548828
	Iteration 10Q: 3 clusters Score -742980.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -743083.375000 Penalty: 4343.548828
	Iteration 11Q: 3 clusters Score -743083.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -743152.937500 Penalty: 4343.548828
	Iteration 12Q: 3 clusters Score -743152.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -743195.562500 Penalty: 4343.548828
	Iteration 13Q: 3 clusters Score -743195.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -743239.375000 Penalty: 4343.548828
	Iteration 14Q: 3 clusters Score -743239.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -743260.625000 Penalty: 4343.548828
	Iteration 15Q: 3 clusters Score -743260.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -743273.000000 Penalty: 4343.548828
	Iteration 16Q: 3 clusters Score -743273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -743285.500000 Penalty: 4343.548828
	Iteration 17Q: 3 clusters Score -743285.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -743293.250000 Penalty: 4343.548828
	Iteration 18Q: 3 clusters Score -743293.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -743303.437500 Penalty: 4343.548828
	Iteration 19Q: 3 clusters Score -743303.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -743309.187500 Penalty: 4343.548828
	Iteration 20F: 3 clusters Score -743309.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -743311.437500 Penalty: 4343.548828
	Iteration 21Q: 3 clusters Score -743311.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -743314.625000 Penalty: 4343.548828
	Iteration 22Q: 3 clusters Score -743314.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -743317.437500 Penalty: 4343.548828
	Iteration 23Q: 3 clusters Score -743317.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -743321.187500 Penalty: 4343.548828
	Iteration 24Q: 3 clusters Score -743321.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -743321.375000 Penalty: 4343.548828
	Iteration 25Q: 3 clusters Score -743321.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -743321.812500 Penalty: 4343.548828
	Iteration 26Q: 3 clusters Score -743321.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -743322.250000 Penalty: 4343.548828
	Iteration 27Q: 3 clusters Score -743322.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -743324.000000 Penalty: 4343.548828
	Iteration 28Q: 3 clusters Score -743324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -743325.250000 Penalty: 4343.548828
	Iteration 29Q: 3 clusters Score -743325.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -743325.750000 Penalty: 4343.548828
	Iteration 30Q: 3 clusters Score -743325.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -743329.062500 Penalty: 4343.548828
	Iteration 31Q: 3 clusters Score -743329.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -743329.875000 Penalty: 4343.548828
	Iteration 32Q: 3 clusters Score -743329.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -743330.812500 Penalty: 4343.548828
	Iteration 33Q: 3 clusters Score -743330.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -743332.000000 Penalty: 4343.548828
	Iteration 34Q: 3 clusters Score -743332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -743332.375000 Penalty: 4343.548828
	Iteration 35Q: 3 clusters Score -743332.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -743333.500000 Penalty: 4343.548828
	Iteration 36Q: 3 clusters Score -743333.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -743333.500000 Penalty: 4343.548828
	Iteration 37F: 3 clusters Score -743333.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68502 members 
Entering Unmasked Estep 
Score: -8398742.000000 Penalty: 2761.385254
	Iteration 0F: 2 clusters Score -8398742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -8352909.500000 Penalty: 5522.770508
	Iteration 0F: 3 clusters Score -8352910 nChanged 31983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -8371039.000000 Penalty: 5522.770508
	Iteration 1F: 3 clusters Score -8371039 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -8372039.500000 Penalty: 5522.770508
	Iteration 2Q: 3 clusters Score -8372040 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -8373443.500000 Penalty: 5522.770508
	Iteration 3Q: 3 clusters Score -8373444 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -8375708.000000 Penalty: 5522.770508
	Iteration 4F: 3 clusters Score -8375708 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -8379320.500000 Penalty: 5522.770508
	Iteration 5F: 3 clusters Score -8379320 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 55614 members 
Entering Unmasked Estep 
Score: -8384419.500000 Penalty: 5522.770508
	Iteration 6F: 3 clusters Score -8384420 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 60935 members 
Entering Unmasked Estep 
Score: -8389471.000000 Penalty: 5522.770508
	Iteration 7F: 3 clusters Score -8389471 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 64614 members 
Entering Unmasked Estep 
Score: -8392936.000000 Penalty: 5522.770508
	Iteration 8F: 3 clusters Score -8392936 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 66595 members 
Entering Unmasked Estep 
Score: -8394806.000000 Penalty: 5522.770508
	Iteration 9Q: 3 clusters Score -8394806 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 67437 members 
Entering Unmasked Estep 
Score: -8395578.000000 Penalty: 5522.770508
	Iteration 10Q: 3 clusters Score -8395578 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 67782 members 
Entering Unmasked Estep 
Score: -8395903.000000 Penalty: 5522.770508
	Iteration 11Q: 3 clusters Score -8395903 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 67929 members 
Entering Unmasked Estep 
Score: -8396041.000000 Penalty: 5522.770508
	Iteration 12Q: 3 clusters Score -8396041 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 68006 members 
Entering Unmasked Estep 
Score: -8396121.000000 Penalty: 5522.770508
	Iteration 13Q: 3 clusters Score -8396121 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 68046 members 
Entering Unmasked Estep 
Score: -8396166.000000 Penalty: 5522.770508
	Iteration 14Q: 3 clusters Score -8396166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 68076 members 
Entering Unmasked Estep 
Score: -8396205.000000 Penalty: 5522.770508
	Iteration 15Q: 3 clusters Score -8396205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
Score: -8396216.000000 Penalty: 5522.770508
	Iteration 16Q: 3 clusters Score -8396216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 68103 members 
Entering Unmasked Estep 
Score: -8396216.000000 Penalty: 5522.770508
	Iteration 17Q: 3 clusters Score -8396216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 68107 members 
Entering Unmasked Estep 
Score: -8396228.000000 Penalty: 5522.770508
	Iteration 18Q: 3 clusters Score -8396228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 68114 members 
Entering Unmasked Estep 
Score: -8396232.000000 Penalty: 5522.770508
	Iteration 19Q: 3 clusters Score -8396232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 68118 members 
Entering Unmasked Estep 
Score: -8396236.000000 Penalty: 5522.770508
	Iteration 20F: 3 clusters Score -8396236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 68123 members 
Entering Unmasked Estep 
Score: -8396245.000000 Penalty: 5522.770508
	Iteration 21Q: 3 clusters Score -8396245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 68135 members 
Entering Unmasked Estep 
Score: -8396264.000000 Penalty: 5522.770508
	Iteration 22Q: 3 clusters Score -8396264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 68136 members 
Entering Unmasked Estep 
Score: -8396269.000000 Penalty: 5522.770508
	Iteration 23Q: 3 clusters Score -8396269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 68139 members 
Entering Unmasked Estep 
Score: -8396278.000000 Penalty: 5522.770508
	Iteration 24Q: 3 clusters Score -8396278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 68143 members 
Entering Unmasked Estep 
Score: -8396277.000000 Penalty: 5522.770508
	Iteration 25Q: 3 clusters Score -8396277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 68143 members 
Entering Unmasked Estep 
Score: -8396284.000000 Penalty: 5522.770508
	Iteration 26Q: 3 clusters Score -8396284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 68144 members 
Entering Unmasked Estep 
Score: -8396286.000000 Penalty: 5522.770508
	Iteration 27Q: 3 clusters Score -8396286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 68145 members 
Entering Unmasked Estep 
Score: -8396292.000000 Penalty: 5522.770508
	Iteration 28Q: 3 clusters Score -8396292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 68145 members 
Entering Unmasked Estep 
Score: -8396292.000000 Penalty: 5522.770508
	Iteration 29F: 3 clusters Score -8396292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Entering Unmasked Estep 
Score: -1947110.125000 Penalty: 2400.523682
	Iteration 0F: 2 clusters Score -1947110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1935653.125000 Penalty: 4801.047363
	Iteration 0F: 3 clusters Score -1935653 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1939508.000000 Penalty: 4801.047363
	Iteration 1F: 3 clusters Score -1939508 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1940259.125000 Penalty: 4801.047363
	Iteration 2F: 3 clusters Score -1940259 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1940960.125000 Penalty: 4801.047363
	Iteration 3F: 3 clusters Score -1940960 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1941593.250000 Penalty: 4801.047363
	Iteration 4F: 3 clusters Score -1941593 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1942157.000000 Penalty: 4801.047363
	Iteration 5F: 3 clusters Score -1942157 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1942669.625000 Penalty: 4801.047363
	Iteration 6F: 3 clusters Score -1942670 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1943095.750000 Penalty: 4801.047363
	Iteration 7Q: 3 clusters Score -1943096 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1943520.875000 Penalty: 4801.047363
	Iteration 8Q: 3 clusters Score -1943521 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1943903.250000 Penalty: 4801.047363
	Iteration 9Q: 3 clusters Score -1943903 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1944283.250000 Penalty: 4801.047363
	Iteration 10Q: 3 clusters Score -1944283 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1944660.000000 Penalty: 4801.047363
	Iteration 11Q: 3 clusters Score -1944660 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1944988.625000 Penalty: 4801.047363
	Iteration 12Q: 3 clusters Score -1944989 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1945290.750000 Penalty: 4801.047363
	Iteration 13Q: 3 clusters Score -1945291 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1945538.750000 Penalty: 4801.047363
	Iteration 14Q: 3 clusters Score -1945539 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1945715.500000 Penalty: 4801.047363
	Iteration 15Q: 3 clusters Score -1945716 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1945856.875000 Penalty: 4801.047363
	Iteration 16Q: 3 clusters Score -1945857 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1945972.625000 Penalty: 4801.047363
	Iteration 17Q: 3 clusters Score -1945973 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1946078.125000 Penalty: 4801.047363
	Iteration 18Q: 3 clusters Score -1946078 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1946155.125000 Penalty: 4801.047363
	Iteration 19Q: 3 clusters Score -1946155 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1946213.750000 Penalty: 4801.047363
	Iteration 20F: 3 clusters Score -1946214 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1946260.125000 Penalty: 4801.047363
	Iteration 21Q: 3 clusters Score -1946260 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1946283.750000 Penalty: 4801.047363
	Iteration 22Q: 3 clusters Score -1946284 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1946305.125000 Penalty: 4801.047363
	Iteration 23Q: 3 clusters Score -1946305 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1946323.125000 Penalty: 4801.047363
	Iteration 24Q: 3 clusters Score -1946323 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1946336.250000 Penalty: 4801.047363
	Iteration 25Q: 3 clusters Score -1946336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1946344.750000 Penalty: 4801.047363
	Iteration 26Q: 3 clusters Score -1946345 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1946353.125000 Penalty: 4801.047363
	Iteration 27Q: 3 clusters Score -1946353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1946357.125000 Penalty: 4801.047363
	Iteration 28Q: 3 clusters Score -1946357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1946362.000000 Penalty: 4801.047363
	Iteration 29Q: 3 clusters Score -1946362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1946361.875000 Penalty: 4801.047363
	Iteration 30Q: 3 clusters Score -1946362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1946365.000000 Penalty: 4801.047363
	Iteration 31Q: 3 clusters Score -1946365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1946365.875000 Penalty: 4801.047363
	Iteration 32Q: 3 clusters Score -1946366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1946374.125000 Penalty: 4801.047363
	Iteration 33Q: 3 clusters Score -1946374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1946373.125000 Penalty: 4801.047363
	Iteration 34Q: 3 clusters Score -1946373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1946375.750000 Penalty: 4801.047363
	Iteration 35Q: 3 clusters Score -1946376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1946376.125000 Penalty: 4801.047363
	Iteration 36Q: 3 clusters Score -1946376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1946379.000000 Penalty: 4801.047363
	Iteration 37Q: 3 clusters Score -1946379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1946380.500000 Penalty: 4801.047363
	Iteration 38Q: 3 clusters Score -1946380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1946378.750000 Penalty: 4801.047363
	Iteration 39Q: 3 clusters Score -1946379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1946378.750000 Penalty: 4801.047363
	Iteration 40F: 3 clusters Score -1946379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -13939.371094 Penalty: 1212.806519
	Iteration 0F: 2 clusters Score -13939.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12943.406250 Penalty: 2425.613037
	Iteration 0F: 3 clusters Score -12943.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12959.801758 Penalty: 2425.613037
	Iteration 1Q: 3 clusters Score -12959.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12959.801758 Penalty: 2425.613037
	Iteration 2F: 3 clusters Score -12959.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Entering Unmasked Estep 
Score: -876734.000000 Penalty: 2205.026611
	Iteration 0F: 2 clusters Score -876734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -870767.500000 Penalty: 4410.053223
	Iteration 0F: 3 clusters Score -870767.5 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -872351.312500 Penalty: 4410.053223
	Iteration 1F: 3 clusters Score -872351.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -872606.562500 Penalty: 4410.053223
	Iteration 2F: 3 clusters Score -872606.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -872792.250000 Penalty: 4410.053223
	Iteration 3F: 3 clusters Score -872792.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -872933.687500 Penalty: 4410.053223
	Iteration 4Q: 3 clusters Score -872933.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -873063.812500 Penalty: 4410.053223
	Iteration 5Q: 3 clusters Score -873063.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -873179.187500 Penalty: 4410.053223
	Iteration 6Q: 3 clusters Score -873179.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -873284.937500 Penalty: 4410.053223
	Iteration 7Q: 3 clusters Score -873284.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -873401.062500 Penalty: 4410.053223
	Iteration 8Q: 3 clusters Score -873401.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -873516.000000 Penalty: 4410.053223
	Iteration 9Q: 3 clusters Score -873516 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -873614.375000 Penalty: 4410.053223
	Iteration 10Q: 3 clusters Score -873614.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -873700.937500 Penalty: 4410.053223
	Iteration 11Q: 3 clusters Score -873700.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -873783.187500 Penalty: 4410.053223
	Iteration 12Q: 3 clusters Score -873783.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -873883.625000 Penalty: 4410.053223
	Iteration 13Q: 3 clusters Score -873883.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -873971.437500 Penalty: 4410.053223
	Iteration 14Q: 3 clusters Score -873971.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -874055.125000 Penalty: 4410.053223
	Iteration 15Q: 3 clusters Score -874055.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -874134.625000 Penalty: 4410.053223
	Iteration 16Q: 3 clusters Score -874134.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -874235.312500 Penalty: 4410.053223
	Iteration 17Q: 3 clusters Score -874235.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -874323.750000 Penalty: 4410.053223
	Iteration 18Q: 3 clusters Score -874323.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -874400.062500 Penalty: 4410.053223
	Iteration 19Q: 3 clusters Score -874400.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -874468.625000 Penalty: 4410.053223
	Iteration 20F: 3 clusters Score -874468.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -874529.000000 Penalty: 4410.053223
	Iteration 21Q: 3 clusters Score -874529 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -874574.500000 Penalty: 4410.053223
	Iteration 22Q: 3 clusters Score -874574.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -874609.312500 Penalty: 4410.053223
	Iteration 23Q: 3 clusters Score -874609.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -874642.750000 Penalty: 4410.053223
	Iteration 24Q: 3 clusters Score -874642.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -874672.062500 Penalty: 4410.053223
	Iteration 25Q: 3 clusters Score -874672.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -874698.250000 Penalty: 4410.053223
	Iteration 26Q: 3 clusters Score -874698.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -874716.375000 Penalty: 4410.053223
	Iteration 27Q: 3 clusters Score -874716.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -874727.375000 Penalty: 4410.053223
	Iteration 28Q: 3 clusters Score -874727.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -874737.875000 Penalty: 4410.053223
	Iteration 29Q: 3 clusters Score -874737.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -874752.812500 Penalty: 4410.053223
	Iteration 30Q: 3 clusters Score -874752.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -874761.375000 Penalty: 4410.053223
	Iteration 31Q: 3 clusters Score -874761.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -874768.312500 Penalty: 4410.053223
	Iteration 32Q: 3 clusters Score -874768.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -874777.812500 Penalty: 4410.053223
	Iteration 33Q: 3 clusters Score -874777.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -874783.125000 Penalty: 4410.053223
	Iteration 34Q: 3 clusters Score -874783.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -874791.187500 Penalty: 4410.053223
	Iteration 35Q: 3 clusters Score -874791.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -874792.500000 Penalty: 4410.053223
	Iteration 36Q: 3 clusters Score -874792.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -874798.437500 Penalty: 4410.053223
	Iteration 37Q: 3 clusters Score -874798.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -874807.187500 Penalty: 4410.053223
	Iteration 38Q: 3 clusters Score -874807.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -874811.000000 Penalty: 4410.053223
	Iteration 39Q: 3 clusters Score -874811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -874813.250000 Penalty: 4410.053223
	Iteration 40F: 3 clusters Score -874813.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -874817.750000 Penalty: 4410.053223
	Iteration 41Q: 3 clusters Score -874817.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -874823.937500 Penalty: 4410.053223
	Iteration 42Q: 3 clusters Score -874823.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -874824.937500 Penalty: 4410.053223
	Iteration 43Q: 3 clusters Score -874824.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -874827.500000 Penalty: 4410.053223
	Iteration 44Q: 3 clusters Score -874827.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -874829.750000 Penalty: 4410.053223
	Iteration 45Q: 3 clusters Score -874829.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -874836.750000 Penalty: 4410.053223
	Iteration 46Q: 3 clusters Score -874836.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -874838.375000 Penalty: 4410.053223
	Iteration 47Q: 3 clusters Score -874838.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -874840.687500 Penalty: 4410.053223
	Iteration 48Q: 3 clusters Score -874840.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -874843.500000 Penalty: 4410.053223
	Iteration 49Q: 3 clusters Score -874843.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -874846.500000 Penalty: 4410.053223
	Iteration 50Q: 3 clusters Score -874846.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -874846.500000 Penalty: 4410.053223
	Iteration 51Q: 3 clusters Score -874846.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -874846.750000 Penalty: 4410.053223
	Iteration 52Q: 3 clusters Score -874846.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -874846.562500 Penalty: 4410.053223
	Iteration 53Q: 3 clusters Score -874846.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -874846.562500 Penalty: 4410.053223
	Iteration 54F: 3 clusters Score -874846.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Entering Unmasked Estep 
Score: -3890484.000000 Penalty: 2568.389404
	Iteration 0F: 2 clusters Score -3890484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -3869075.750000 Penalty: 5136.778809
	Iteration 0F: 3 clusters Score -3869076 nChanged 14073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -3876603.750000 Penalty: 5136.778809
	Iteration 1F: 3 clusters Score -3876604 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -3877057.000000 Penalty: 5136.778809
	Iteration 2Q: 3 clusters Score -3877057 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -3877460.000000 Penalty: 5136.778809
	Iteration 3Q: 3 clusters Score -3877460 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -3877814.500000 Penalty: 5136.778809
	Iteration 4Q: 3 clusters Score -3877814 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -3878156.500000 Penalty: 5136.778809
	Iteration 5Q: 3 clusters Score -3878156 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -3878518.750000 Penalty: 5136.778809
	Iteration 6Q: 3 clusters Score -3878519 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -3878934.250000 Penalty: 5136.778809
	Iteration 7Q: 3 clusters Score -3878934 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -3879423.750000 Penalty: 5136.778809
	Iteration 8Q: 3 clusters Score -3879424 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -3880016.750000 Penalty: 5136.778809
	Iteration 9Q: 3 clusters Score -3880017 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3880741.750000 Penalty: 5136.778809
	Iteration 10Q: 3 clusters Score -3880742 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -3881757.500000 Penalty: 5136.778809
	Iteration 11Q: 3 clusters Score -3881758 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -3882975.500000 Penalty: 5136.778809
	Iteration 12F: 3 clusters Score -3882976 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -3884086.750000 Penalty: 5136.778809
	Iteration 13F: 3 clusters Score -3884087 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -3884890.500000 Penalty: 5136.778809
	Iteration 14Q: 3 clusters Score -3884890 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -3885364.000000 Penalty: 5136.778809
	Iteration 15Q: 3 clusters Score -3885364 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -3885712.750000 Penalty: 5136.778809
	Iteration 16Q: 3 clusters Score -3885713 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -3885962.500000 Penalty: 5136.778809
	Iteration 17Q: 3 clusters Score -3885962 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -3886218.500000 Penalty: 5136.778809
	Iteration 18Q: 3 clusters Score -3886218 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -3886470.250000 Penalty: 5136.778809
	Iteration 19Q: 3 clusters Score -3886470 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -3886715.000000 Penalty: 5136.778809
	Iteration 20F: 3 clusters Score -3886715 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -3886950.250000 Penalty: 5136.778809
	Iteration 21Q: 3 clusters Score -3886950 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -3887117.500000 Penalty: 5136.778809
	Iteration 22Q: 3 clusters Score -3887118 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -3887278.500000 Penalty: 5136.778809
	Iteration 23Q: 3 clusters Score -3887278 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -3887404.250000 Penalty: 5136.778809
	Iteration 24Q: 3 clusters Score -3887404 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -3887544.250000 Penalty: 5136.778809
	Iteration 25Q: 3 clusters Score -3887544 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -3887692.500000 Penalty: 5136.778809
	Iteration 26Q: 3 clusters Score -3887692 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -3887802.000000 Penalty: 5136.778809
	Iteration 27Q: 3 clusters Score -3887802 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -3887866.250000 Penalty: 5136.778809
	Iteration 28Q: 3 clusters Score -3887866 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -3887907.750000 Penalty: 5136.778809
	Iteration 29Q: 3 clusters Score -3887908 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -3887971.000000 Penalty: 5136.778809
	Iteration 30Q: 3 clusters Score -3887971 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -3888005.000000 Penalty: 5136.778809
	Iteration 31Q: 3 clusters Score -3888005 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -3888030.250000 Penalty: 5136.778809
	Iteration 32Q: 3 clusters Score -3888030 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -3888043.250000 Penalty: 5136.778809
	Iteration 33Q: 3 clusters Score -3888043 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -3888061.750000 Penalty: 5136.778809
	Iteration 34Q: 3 clusters Score -3888062 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -3888072.750000 Penalty: 5136.778809
	Iteration 35Q: 3 clusters Score -3888073 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -3888077.000000 Penalty: 5136.778809
	Iteration 36Q: 3 clusters Score -3888077 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -3888087.000000 Penalty: 5136.778809
	Iteration 37Q: 3 clusters Score -3888087 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -3888105.500000 Penalty: 5136.778809
	Iteration 38Q: 3 clusters Score -3888106 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -3888112.250000 Penalty: 5136.778809
	Iteration 39Q: 3 clusters Score -3888112 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -3888115.250000 Penalty: 5136.778809
	Iteration 40F: 3 clusters Score -3888115 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -3888121.000000 Penalty: 5136.778809
	Iteration 41Q: 3 clusters Score -3888121 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -3888132.500000 Penalty: 5136.778809
	Iteration 42Q: 3 clusters Score -3888132 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -3888139.750000 Penalty: 5136.778809
	Iteration 43Q: 3 clusters Score -3888140 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -3888157.250000 Penalty: 5136.778809
	Iteration 44Q: 3 clusters Score -3888157 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -3888176.500000 Penalty: 5136.778809
	Iteration 45Q: 3 clusters Score -3888176 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -3888181.500000 Penalty: 5136.778809
	Iteration 46Q: 3 clusters Score -3888182 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -3888185.750000 Penalty: 5136.778809
	Iteration 47Q: 3 clusters Score -3888186 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -3888202.500000 Penalty: 5136.778809
	Iteration 48Q: 3 clusters Score -3888202 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -3888218.250000 Penalty: 5136.778809
	Iteration 49Q: 3 clusters Score -3888218 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3888221.500000 Penalty: 5136.778809
	Iteration 50Q: 3 clusters Score -3888222 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -3888241.500000 Penalty: 5136.778809
	Iteration 51Q: 3 clusters Score -3888242 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -3888261.000000 Penalty: 5136.778809
	Iteration 52Q: 3 clusters Score -3888261 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -3888267.250000 Penalty: 5136.778809
	Iteration 53Q: 3 clusters Score -3888267 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -3888294.500000 Penalty: 5136.778809
	Iteration 54Q: 3 clusters Score -3888294 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -3888305.750000 Penalty: 5136.778809
	Iteration 55Q: 3 clusters Score -3888306 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -3888314.250000 Penalty: 5136.778809
	Iteration 56Q: 3 clusters Score -3888314 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -3888323.750000 Penalty: 5136.778809
	Iteration 57Q: 3 clusters Score -3888324 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -3888346.500000 Penalty: 5136.778809
	Iteration 58Q: 3 clusters Score -3888346 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -3888351.500000 Penalty: 5136.778809
	Iteration 59Q: 3 clusters Score -3888352 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -3888342.250000 Penalty: 5136.778809
	Iteration 60F: 3 clusters Score -3888342 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -3888353.500000 Penalty: 5136.778809
	Iteration 61Q: 3 clusters Score -3888354 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -3888364.000000 Penalty: 5136.778809
	Iteration 62Q: 3 clusters Score -3888364 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -3888378.000000 Penalty: 5136.778809
	Iteration 63Q: 3 clusters Score -3888378 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -3888386.000000 Penalty: 5136.778809
	Iteration 64Q: 3 clusters Score -3888386 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -3888400.250000 Penalty: 5136.778809
	Iteration 65Q: 3 clusters Score -3888400 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -3888412.250000 Penalty: 5136.778809
	Iteration 66Q: 3 clusters Score -3888412 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -3888420.750000 Penalty: 5136.778809
	Iteration 67Q: 3 clusters Score -3888421 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -3888437.000000 Penalty: 5136.778809
	Iteration 68Q: 3 clusters Score -3888437 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -3888442.500000 Penalty: 5136.778809
	Iteration 69Q: 3 clusters Score -3888442 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -3888435.250000 Penalty: 5136.778809
	Iteration 70Q: 3 clusters Score -3888435 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -3888432.250000 Penalty: 5136.778809
	Iteration 71Q: 3 clusters Score -3888432 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -3888438.500000 Penalty: 5136.778809
	Iteration 72Q: 3 clusters Score -3888438 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -3888450.500000 Penalty: 5136.778809
	Iteration 73Q: 3 clusters Score -3888450 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -3888461.500000 Penalty: 5136.778809
	Iteration 74Q: 3 clusters Score -3888462 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -3888465.000000 Penalty: 5136.778809
	Iteration 75Q: 3 clusters Score -3888465 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3888460.000000 Penalty: 5136.778809
	Iteration 76Q: 3 clusters Score -3888460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -3888462.250000 Penalty: 5136.778809
	Iteration 77Q: 3 clusters Score -3888462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -3888473.000000 Penalty: 5136.778809
	Iteration 78Q: 3 clusters Score -3888473 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -3888470.000000 Penalty: 5136.778809
	Iteration 79Q: 3 clusters Score -3888470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -3888472.500000 Penalty: 5136.778809
	Iteration 80F: 3 clusters Score -3888472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -3888474.250000 Penalty: 5136.778809
	Iteration 81Q: 3 clusters Score -3888474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -3888474.250000 Penalty: 5136.778809
	Iteration 82Q: 3 clusters Score -3888474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -3888480.750000 Penalty: 5136.778809
	Iteration 83Q: 3 clusters Score -3888481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -3888483.500000 Penalty: 5136.778809
	Iteration 84Q: 3 clusters Score -3888484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -3888487.500000 Penalty: 5136.778809
	Iteration 85Q: 3 clusters Score -3888488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -3888483.000000 Penalty: 5136.778809
	Iteration 86Q: 3 clusters Score -3888483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -3888494.250000 Penalty: 5136.778809
	Iteration 87Q: 3 clusters Score -3888494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -3888498.750000 Penalty: 5136.778809
	Iteration 88Q: 3 clusters Score -3888499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -3888500.000000 Penalty: 5136.778809
	Iteration 89Q: 3 clusters Score -3888500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -3888503.750000 Penalty: 5136.778809
	Iteration 90Q: 3 clusters Score -3888504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -3888503.500000 Penalty: 5136.778809
	Iteration 91Q: 3 clusters Score -3888504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -3888495.750000 Penalty: 5136.778809
	Iteration 92Q: 3 clusters Score -3888496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -3888494.000000 Penalty: 5136.778809
	Iteration 93Q: 3 clusters Score -3888494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -3888492.750000 Penalty: 5136.778809
	Iteration 94Q: 3 clusters Score -3888493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -3888490.500000 Penalty: 5136.778809
	Iteration 95Q: 3 clusters Score -3888490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -3888494.750000 Penalty: 5136.778809
	Iteration 96Q: 3 clusters Score -3888495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -3888504.500000 Penalty: 5136.778809
	Iteration 97Q: 3 clusters Score -3888504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -3888505.750000 Penalty: 5136.778809
	Iteration 98Q: 3 clusters Score -3888506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -3888506.750000 Penalty: 5136.778809
	Iteration 99Q: 3 clusters Score -3888507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -3888510.750000 Penalty: 5136.778809
	Iteration 100F: 3 clusters Score -3888511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -3888502.750000 Penalty: 5136.778809
	Iteration 101Q: 3 clusters Score -3888503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -3888507.250000 Penalty: 5136.778809
	Iteration 102Q: 3 clusters Score -3888507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -3888498.250000 Penalty: 5136.778809
	Iteration 103Q: 3 clusters Score -3888498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -3888501.750000 Penalty: 5136.778809
	Iteration 104Q: 3 clusters Score -3888502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -3888508.250000 Penalty: 5136.778809
	Iteration 105Q: 3 clusters Score -3888508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -3888515.250000 Penalty: 5136.778809
	Iteration 106Q: 3 clusters Score -3888515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -3888523.500000 Penalty: 5136.778809
	Iteration 107Q: 3 clusters Score -3888524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -3888527.250000 Penalty: 5136.778809
	Iteration 108Q: 3 clusters Score -3888527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -3888527.750000 Penalty: 5136.778809
	Iteration 109Q: 3 clusters Score -3888528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -3888530.250000 Penalty: 5136.778809
	Iteration 110Q: 3 clusters Score -3888530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -3888529.000000 Penalty: 5136.778809
	Iteration 111Q: 3 clusters Score -3888529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -3888531.500000 Penalty: 5136.778809
	Iteration 112Q: 3 clusters Score -3888532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -3888537.250000 Penalty: 5136.778809
	Iteration 113Q: 3 clusters Score -3888537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -3888542.250000 Penalty: 5136.778809
	Iteration 114Q: 3 clusters Score -3888542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -3888545.250000 Penalty: 5136.778809
	Iteration 115Q: 3 clusters Score -3888545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3888551.000000 Penalty: 5136.778809
	Iteration 116Q: 3 clusters Score -3888551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -3888548.250000 Penalty: 5136.778809
	Iteration 117Q: 3 clusters Score -3888548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -3888548.750000 Penalty: 5136.778809
	Iteration 118Q: 3 clusters Score -3888549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3888548.750000 Penalty: 5136.778809
	Iteration 119Q: 3 clusters Score -3888549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -3888551.500000 Penalty: 5136.778809
	Iteration 120F: 3 clusters Score -3888552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -3888543.500000 Penalty: 5136.778809
	Iteration 121Q: 3 clusters Score -3888544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -3888546.250000 Penalty: 5136.778809
	Iteration 122Q: 3 clusters Score -3888546 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3888554.750000 Penalty: 5136.778809
	Iteration 123Q: 3 clusters Score -3888555 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -3888553.500000 Penalty: 5136.778809
	Iteration 124Q: 3 clusters Score -3888554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -3888562.250000 Penalty: 5136.778809
	Iteration 125Q: 3 clusters Score -3888562 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -3888563.250000 Penalty: 5136.778809
	Iteration 126Q: 3 clusters Score -3888563 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -3888572.250000 Penalty: 5136.778809
	Iteration 127Q: 3 clusters Score -3888572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -3888582.000000 Penalty: 5136.778809
	Iteration 128Q: 3 clusters Score -3888582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -3888580.500000 Penalty: 5136.778809
	Iteration 129Q: 3 clusters Score -3888580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -3888586.000000 Penalty: 5136.778809
	Iteration 130Q: 3 clusters Score -3888586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -3888587.250000 Penalty: 5136.778809
	Iteration 131Q: 3 clusters Score -3888587 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -3888595.750000 Penalty: 5136.778809
	Iteration 132Q: 3 clusters Score -3888596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3888597.250000 Penalty: 5136.778809
	Iteration 133Q: 3 clusters Score -3888597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -3888596.750000 Penalty: 5136.778809
	Iteration 134Q: 3 clusters Score -3888597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -3888603.750000 Penalty: 5136.778809
	Iteration 135Q: 3 clusters Score -3888604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -3888605.000000 Penalty: 5136.778809
	Iteration 136Q: 3 clusters Score -3888605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -3888603.750000 Penalty: 5136.778809
	Iteration 137Q: 3 clusters Score -3888604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -3888608.500000 Penalty: 5136.778809
	Iteration 138Q: 3 clusters Score -3888608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3888613.000000 Penalty: 5136.778809
	Iteration 139Q: 3 clusters Score -3888613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -3888605.750000 Penalty: 5136.778809
	Iteration 140F: 3 clusters Score -3888606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -3888608.000000 Penalty: 5136.778809
	Iteration 141Q: 3 clusters Score -3888608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -3888604.250000 Penalty: 5136.778809
	Iteration 142Q: 3 clusters Score -3888604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -3888622.250000 Penalty: 5136.778809
	Iteration 143Q: 3 clusters Score -3888622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -3888614.000000 Penalty: 5136.778809
	Iteration 144Q: 3 clusters Score -3888614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -3888619.000000 Penalty: 5136.778809
	Iteration 145Q: 3 clusters Score -3888619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -3888624.500000 Penalty: 5136.778809
	Iteration 146Q: 3 clusters Score -3888624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -3888624.500000 Penalty: 5136.778809
	Iteration 147Q: 3 clusters Score -3888624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -3888626.500000 Penalty: 5136.778809
	Iteration 148Q: 3 clusters Score -3888626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -3888631.250000 Penalty: 5136.778809
	Iteration 149Q: 3 clusters Score -3888631 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -3888621.750000 Penalty: 5136.778809
	Iteration 150Q: 3 clusters Score -3888622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -3888622.250000 Penalty: 5136.778809
	Iteration 151Q: 3 clusters Score -3888622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -3888624.000000 Penalty: 5136.778809
	Iteration 152Q: 3 clusters Score -3888624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3888629.000000 Penalty: 5136.778809
	Iteration 153Q: 3 clusters Score -3888629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -3888627.000000 Penalty: 5136.778809
	Iteration 154Q: 3 clusters Score -3888627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -3888632.750000 Penalty: 5136.778809
	Iteration 155Q: 3 clusters Score -3888633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -3888628.000000 Penalty: 5136.778809
	Iteration 156Q: 3 clusters Score -3888628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -3888637.750000 Penalty: 5136.778809
	Iteration 157Q: 3 clusters Score -3888638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -3888642.750000 Penalty: 5136.778809
	Iteration 158Q: 3 clusters Score -3888643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -3888645.500000 Penalty: 5136.778809
	Iteration 159Q: 3 clusters Score -3888646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -3888647.000000 Penalty: 5136.778809
	Iteration 160F: 3 clusters Score -3888647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -3888653.000000 Penalty: 5136.778809
	Iteration 161Q: 3 clusters Score -3888653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -3888647.750000 Penalty: 5136.778809
	Iteration 162Q: 3 clusters Score -3888648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -3888645.000000 Penalty: 5136.778809
	Iteration 163Q: 3 clusters Score -3888645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -3888651.500000 Penalty: 5136.778809
	Iteration 164Q: 3 clusters Score -3888652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -3888661.250000 Penalty: 5136.778809
	Iteration 165Q: 3 clusters Score -3888661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -3888664.000000 Penalty: 5136.778809
	Iteration 166Q: 3 clusters Score -3888664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -3888664.000000 Penalty: 5136.778809
	Iteration 167Q: 3 clusters Score -3888664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -3888667.750000 Penalty: 5136.778809
	Iteration 168Q: 3 clusters Score -3888668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -3888670.000000 Penalty: 5136.778809
	Iteration 169Q: 3 clusters Score -3888670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -3888669.250000 Penalty: 5136.778809
	Iteration 170Q: 3 clusters Score -3888669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -3888669.250000 Penalty: 5136.778809
	Iteration 171Q: 3 clusters Score -3888669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -3888669.250000 Penalty: 5136.778809
	Iteration 172F: 3 clusters Score -3888669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (57281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57281 members 
Entering Unmasked Estep 
Score: -6854170.000000 Penalty: 2717.019775
	Iteration 0F: 2 clusters Score -6854170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -6815737.000000 Penalty: 5434.039551
	Iteration 0F: 3 clusters Score -6815737 nChanged 26699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -6830802.500000 Penalty: 5434.039551
	Iteration 1F: 3 clusters Score -6830802 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -6831590.500000 Penalty: 5434.039551
	Iteration 2Q: 3 clusters Score -6831590 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -6832333.000000 Penalty: 5434.039551
	Iteration 3Q: 3 clusters Score -6832333 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -6833327.500000 Penalty: 5434.039551
	Iteration 4Q: 3 clusters Score -6833328 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -6834326.500000 Penalty: 5434.039551
	Iteration 5Q: 3 clusters Score -6834326 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -6835377.500000 Penalty: 5434.039551
	Iteration 6Q: 3 clusters Score -6835378 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -6836545.500000 Penalty: 5434.039551
	Iteration 7Q: 3 clusters Score -6836546 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -6837666.500000 Penalty: 5434.039551
	Iteration 8Q: 3 clusters Score -6837666 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -6838765.000000 Penalty: 5434.039551
	Iteration 9Q: 3 clusters Score -6838765 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -6839925.500000 Penalty: 5434.039551
	Iteration 10Q: 3 clusters Score -6839926 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -6841052.000000 Penalty: 5434.039551
	Iteration 11Q: 3 clusters Score -6841052 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -6842339.000000 Penalty: 5434.039551
	Iteration 12Q: 3 clusters Score -6842339 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -6843633.000000 Penalty: 5434.039551
	Iteration 13Q: 3 clusters Score -6843633 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -6844916.500000 Penalty: 5434.039551
	Iteration 14Q: 3 clusters Score -6844916 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -6846036.500000 Penalty: 5434.039551
	Iteration 15Q: 3 clusters Score -6846036 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -6847145.500000 Penalty: 5434.039551
	Iteration 16Q: 3 clusters Score -6847146 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -6848115.000000 Penalty: 5434.039551
	Iteration 17Q: 3 clusters Score -6848115 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 50894 members 
Entering Unmasked Estep 
Score: -6848989.000000 Penalty: 5434.039551
	Iteration 18Q: 3 clusters Score -6848989 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 52160 members 
Entering Unmasked Estep 
Score: -6849690.000000 Penalty: 5434.039551
	Iteration 19Q: 3 clusters Score -6849690 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 53173 members 
Entering Unmasked Estep 
Score: -6850279.500000 Penalty: 5434.039551
	Iteration 20F: 3 clusters Score -6850280 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -6850717.000000 Penalty: 5434.039551
	Iteration 21Q: 3 clusters Score -6850717 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 54570 members 
Entering Unmasked Estep 
Score: -6851058.500000 Penalty: 5434.039551
	Iteration 22Q: 3 clusters Score -6851058 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 54984 members 
Entering Unmasked Estep 
Score: -6851249.000000 Penalty: 5434.039551
	Iteration 23Q: 3 clusters Score -6851249 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 55294 members 
Entering Unmasked Estep 
Score: -6851442.000000 Penalty: 5434.039551
	Iteration 24Q: 3 clusters Score -6851442 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -6851546.500000 Penalty: 5434.039551
	Iteration 25Q: 3 clusters Score -6851546 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 55682 members 
Entering Unmasked Estep 
Score: -6851619.000000 Penalty: 5434.039551
	Iteration 26Q: 3 clusters Score -6851619 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 55818 members 
Entering Unmasked Estep 
Score: -6851680.500000 Penalty: 5434.039551
	Iteration 27Q: 3 clusters Score -6851680 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 55917 members 
Entering Unmasked Estep 
Score: -6851719.000000 Penalty: 5434.039551
	Iteration 28Q: 3 clusters Score -6851719 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -6851749.000000 Penalty: 5434.039551
	Iteration 29Q: 3 clusters Score -6851749 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 56055 members 
Entering Unmasked Estep 
Score: -6851792.500000 Penalty: 5434.039551
	Iteration 30Q: 3 clusters Score -6851792 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -6851809.500000 Penalty: 5434.039551
	Iteration 31Q: 3 clusters Score -6851810 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 56155 members 
Entering Unmasked Estep 
Score: -6851833.500000 Penalty: 5434.039551
	Iteration 32Q: 3 clusters Score -6851834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 56186 members 
Entering Unmasked Estep 
Score: -6851851.500000 Penalty: 5434.039551
	Iteration 33Q: 3 clusters Score -6851852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 56211 members 
Entering Unmasked Estep 
Score: -6851871.000000 Penalty: 5434.039551
	Iteration 34Q: 3 clusters Score -6851871 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 56232 members 
Entering Unmasked Estep 
Score: -6851879.500000 Penalty: 5434.039551
	Iteration 35Q: 3 clusters Score -6851880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 56248 members 
Entering Unmasked Estep 
Score: -6851898.500000 Penalty: 5434.039551
	Iteration 36Q: 3 clusters Score -6851898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 56268 members 
Entering Unmasked Estep 
Score: -6851906.000000 Penalty: 5434.039551
	Iteration 37Q: 3 clusters Score -6851906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 56288 members 
Entering Unmasked Estep 
Score: -6851928.000000 Penalty: 5434.039551
	Iteration 38Q: 3 clusters Score -6851928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -6851939.500000 Penalty: 5434.039551
	Iteration 39Q: 3 clusters Score -6851940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
Score: -6851944.000000 Penalty: 5434.039551
	Iteration 40F: 3 clusters Score -6851944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 56330 members 
Entering Unmasked Estep 
Score: -6851956.500000 Penalty: 5434.039551
	Iteration 41Q: 3 clusters Score -6851956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -6851957.000000 Penalty: 5434.039551
	Iteration 42Q: 3 clusters Score -6851957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 56339 members 
Entering Unmasked Estep 
Score: -6851965.000000 Penalty: 5434.039551
	Iteration 43Q: 3 clusters Score -6851965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -6851973.500000 Penalty: 5434.039551
	Iteration 44Q: 3 clusters Score -6851974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
Score: -6851970.500000 Penalty: 5434.039551
	Iteration 45Q: 3 clusters Score -6851970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 56355 members 
Entering Unmasked Estep 
Score: -6851970.500000 Penalty: 5434.039551
	Iteration 46Q: 3 clusters Score -6851970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 56360 members 
Entering Unmasked Estep 
Score: -6851968.500000 Penalty: 5434.039551
	Iteration 47Q: 3 clusters Score -6851968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 56365 members 
Entering Unmasked Estep 
Score: -6851989.500000 Penalty: 5434.039551
	Iteration 48Q: 3 clusters Score -6851990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 56373 members 
Entering Unmasked Estep 
Score: -6851991.000000 Penalty: 5434.039551
	Iteration 49Q: 3 clusters Score -6851991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -6851993.000000 Penalty: 5434.039551
	Iteration 50Q: 3 clusters Score -6851993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -6851988.000000 Penalty: 5434.039551
	Iteration 51Q: 3 clusters Score -6851988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 56385 members 
Entering Unmasked Estep 
Score: -6851997.000000 Penalty: 5434.039551
	Iteration 52Q: 3 clusters Score -6851997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -6851993.500000 Penalty: 5434.039551
	Iteration 53Q: 3 clusters Score -6851994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 56391 members 
Entering Unmasked Estep 
Score: -6851994.500000 Penalty: 5434.039551
	Iteration 54Q: 3 clusters Score -6851994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 56394 members 
Entering Unmasked Estep 
Score: -6851995.500000 Penalty: 5434.039551
	Iteration 55Q: 3 clusters Score -6851996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 56397 members 
Entering Unmasked Estep 
Score: -6851998.500000 Penalty: 5434.039551
	Iteration 56Q: 3 clusters Score -6851998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 56398 members 
Entering Unmasked Estep 
Score: -6852004.000000 Penalty: 5434.039551
	Iteration 57Q: 3 clusters Score -6852004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 56398 members 
Entering Unmasked Estep 
Score: -6852004.000000 Penalty: 5434.039551
	Iteration 58F: 3 clusters Score -6852004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -15411.623047 Penalty: 1273.677979
	Iteration 0F: 2 clusters Score -15411.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14433.660156 Penalty: 2547.355957
	Iteration 0F: 3 clusters Score -14433.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14521.016602 Penalty: 2547.355957
	Iteration 1F: 3 clusters Score -14521.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14525.019531 Penalty: 2547.355957
	Iteration 2Q: 3 clusters Score -14525.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14525.019531 Penalty: 2547.355957
	Iteration 3F: 3 clusters Score -14525.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Entering Unmasked Estep 
Score: -1368509.750000 Penalty: 2308.948486
	Iteration 0F: 2 clusters Score -1368510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1360244.375000 Penalty: 4617.896973
	Iteration 0F: 3 clusters Score -1360244 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1362757.375000 Penalty: 4617.896973
	Iteration 1F: 3 clusters Score -1362757 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1363067.000000 Penalty: 4617.896973
	Iteration 2F: 3 clusters Score -1363067 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1363295.500000 Penalty: 4617.896973
	Iteration 3Q: 3 clusters Score -1363296 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1363503.125000 Penalty: 4617.896973
	Iteration 4Q: 3 clusters Score -1363503 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1363698.500000 Penalty: 4617.896973
	Iteration 5Q: 3 clusters Score -1363698 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1363858.375000 Penalty: 4617.896973
	Iteration 6Q: 3 clusters Score -1363858 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1363986.125000 Penalty: 4617.896973
	Iteration 7Q: 3 clusters Score -1363986 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1364111.000000 Penalty: 4617.896973
	Iteration 8Q: 3 clusters Score -1364111 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1364227.250000 Penalty: 4617.896973
	Iteration 9Q: 3 clusters Score -1364227 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1364338.625000 Penalty: 4617.896973
	Iteration 10Q: 3 clusters Score -1364339 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1364437.125000 Penalty: 4617.896973
	Iteration 11Q: 3 clusters Score -1364437 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1364529.000000 Penalty: 4617.896973
	Iteration 12Q: 3 clusters Score -1364529 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1364620.375000 Penalty: 4617.896973
	Iteration 13Q: 3 clusters Score -1364620 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1364734.125000 Penalty: 4617.896973
	Iteration 14Q: 3 clusters Score -1364734 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1364852.125000 Penalty: 4617.896973
	Iteration 15Q: 3 clusters Score -1364852 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1364973.375000 Penalty: 4617.896973
	Iteration 16Q: 3 clusters Score -1364973 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1365080.000000 Penalty: 4617.896973
	Iteration 17Q: 3 clusters Score -1365080 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1365201.500000 Penalty: 4617.896973
	Iteration 18Q: 3 clusters Score -1365202 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1365328.500000 Penalty: 4617.896973
	Iteration 19Q: 3 clusters Score -1365328 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1365461.750000 Penalty: 4617.896973
	Iteration 20F: 3 clusters Score -1365462 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1365598.000000 Penalty: 4617.896973
	Iteration 21Q: 3 clusters Score -1365598 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1365703.250000 Penalty: 4617.896973
	Iteration 22Q: 3 clusters Score -1365703 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1365754.125000 Penalty: 4617.896973
	Iteration 23Q: 3 clusters Score -1365754 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1365797.625000 Penalty: 4617.896973
	Iteration 24Q: 3 clusters Score -1365798 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1365833.750000 Penalty: 4617.896973
	Iteration 25Q: 3 clusters Score -1365834 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1365868.375000 Penalty: 4617.896973
	Iteration 26Q: 3 clusters Score -1365868 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1365894.625000 Penalty: 4617.896973
	Iteration 27Q: 3 clusters Score -1365895 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1365924.750000 Penalty: 4617.896973
	Iteration 28Q: 3 clusters Score -1365925 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1365959.625000 Penalty: 4617.896973
	Iteration 29Q: 3 clusters Score -1365960 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1365998.125000 Penalty: 4617.896973
	Iteration 30Q: 3 clusters Score -1365998 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1366025.375000 Penalty: 4617.896973
	Iteration 31Q: 3 clusters Score -1366025 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1366046.000000 Penalty: 4617.896973
	Iteration 32Q: 3 clusters Score -1366046 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1366072.000000 Penalty: 4617.896973
	Iteration 33Q: 3 clusters Score -1366072 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1366091.625000 Penalty: 4617.896973
	Iteration 34Q: 3 clusters Score -1366092 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1366110.375000 Penalty: 4617.896973
	Iteration 35Q: 3 clusters Score -1366110 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1366127.750000 Penalty: 4617.896973
	Iteration 36Q: 3 clusters Score -1366128 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1366149.000000 Penalty: 4617.896973
	Iteration 37Q: 3 clusters Score -1366149 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1366163.875000 Penalty: 4617.896973
	Iteration 38Q: 3 clusters Score -1366164 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1366179.250000 Penalty: 4617.896973
	Iteration 39Q: 3 clusters Score -1366179 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1366192.500000 Penalty: 4617.896973
	Iteration 40F: 3 clusters Score -1366192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1366203.125000 Penalty: 4617.896973
	Iteration 41Q: 3 clusters Score -1366203 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1366223.375000 Penalty: 4617.896973
	Iteration 42Q: 3 clusters Score -1366223 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1366238.375000 Penalty: 4617.896973
	Iteration 43Q: 3 clusters Score -1366238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1366245.500000 Penalty: 4617.896973
	Iteration 44Q: 3 clusters Score -1366246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1366250.500000 Penalty: 4617.896973
	Iteration 45Q: 3 clusters Score -1366250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1366259.625000 Penalty: 4617.896973
	Iteration 46Q: 3 clusters Score -1366260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1366267.375000 Penalty: 4617.896973
	Iteration 47Q: 3 clusters Score -1366267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1366268.875000 Penalty: 4617.896973
	Iteration 48Q: 3 clusters Score -1366269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1366270.500000 Penalty: 4617.896973
	Iteration 49Q: 3 clusters Score -1366270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1366269.750000 Penalty: 4617.896973
	Iteration 50Q: 3 clusters Score -1366270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1366270.000000 Penalty: 4617.896973
	Iteration 51Q: 3 clusters Score -1366270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1366272.500000 Penalty: 4617.896973
	Iteration 52Q: 3 clusters Score -1366272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1366272.500000 Penalty: 4617.896973
	Iteration 53Q: 3 clusters Score -1366272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1366277.125000 Penalty: 4617.896973
	Iteration 54Q: 3 clusters Score -1366277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1366278.875000 Penalty: 4617.896973
	Iteration 55Q: 3 clusters Score -1366279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1366280.750000 Penalty: 4617.896973
	Iteration 56Q: 3 clusters Score -1366281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1366284.250000 Penalty: 4617.896973
	Iteration 57Q: 3 clusters Score -1366284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1366285.750000 Penalty: 4617.896973
	Iteration 58Q: 3 clusters Score -1366286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1366288.750000 Penalty: 4617.896973
	Iteration 59Q: 3 clusters Score -1366289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1366288.875000 Penalty: 4617.896973
	Iteration 60F: 3 clusters Score -1366289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1366287.250000 Penalty: 4617.896973
	Iteration 61Q: 3 clusters Score -1366287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1366288.750000 Penalty: 4617.896973
	Iteration 62Q: 3 clusters Score -1366289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1366288.250000 Penalty: 4617.896973
	Iteration 63Q: 3 clusters Score -1366288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1366289.500000 Penalty: 4617.896973
	Iteration 64Q: 3 clusters Score -1366290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1366289.750000 Penalty: 4617.896973
	Iteration 65Q: 3 clusters Score -1366290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1366297.875000 Penalty: 4617.896973
	Iteration 66Q: 3 clusters Score -1366298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1366300.250000 Penalty: 4617.896973
	Iteration 67Q: 3 clusters Score -1366300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1366301.125000 Penalty: 4617.896973
	Iteration 68Q: 3 clusters Score -1366301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1366302.125000 Penalty: 4617.896973
	Iteration 69Q: 3 clusters Score -1366302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1366304.250000 Penalty: 4617.896973
	Iteration 70Q: 3 clusters Score -1366304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1366306.500000 Penalty: 4617.896973
	Iteration 71Q: 3 clusters Score -1366306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1366310.000000 Penalty: 4617.896973
	Iteration 72Q: 3 clusters Score -1366310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1366316.750000 Penalty: 4617.896973
	Iteration 73Q: 3 clusters Score -1366317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1366318.500000 Penalty: 4617.896973
	Iteration 74Q: 3 clusters Score -1366318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1366319.750000 Penalty: 4617.896973
	Iteration 75Q: 3 clusters Score -1366320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1366326.750000 Penalty: 4617.896973
	Iteration 76Q: 3 clusters Score -1366327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1366324.625000 Penalty: 4617.896973
	Iteration 77Q: 3 clusters Score -1366325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1366327.250000 Penalty: 4617.896973
	Iteration 78Q: 3 clusters Score -1366327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1366332.375000 Penalty: 4617.896973
	Iteration 79Q: 3 clusters Score -1366332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1366331.875000 Penalty: 4617.896973
	Iteration 80F: 3 clusters Score -1366332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1366334.875000 Penalty: 4617.896973
	Iteration 81Q: 3 clusters Score -1366335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1366338.250000 Penalty: 4617.896973
	Iteration 82Q: 3 clusters Score -1366338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1366338.250000 Penalty: 4617.896973
	Iteration 83Q: 3 clusters Score -1366338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1366336.375000 Penalty: 4617.896973
	Iteration 84Q: 3 clusters Score -1366336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1366335.625000 Penalty: 4617.896973
	Iteration 85Q: 3 clusters Score -1366336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1366337.250000 Penalty: 4617.896973
	Iteration 86Q: 3 clusters Score -1366337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1366336.375000 Penalty: 4617.896973
	Iteration 87Q: 3 clusters Score -1366336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1366339.750000 Penalty: 4617.896973
	Iteration 88Q: 3 clusters Score -1366340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1366342.375000 Penalty: 4617.896973
	Iteration 89Q: 3 clusters Score -1366342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1366343.250000 Penalty: 4617.896973
	Iteration 90Q: 3 clusters Score -1366343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1366348.500000 Penalty: 4617.896973
	Iteration 91Q: 3 clusters Score -1366348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1366350.625000 Penalty: 4617.896973
	Iteration 92Q: 3 clusters Score -1366351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1366356.375000 Penalty: 4617.896973
	Iteration 93Q: 3 clusters Score -1366356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1366358.875000 Penalty: 4617.896973
	Iteration 94Q: 3 clusters Score -1366359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1366357.750000 Penalty: 4617.896973
	Iteration 95Q: 3 clusters Score -1366358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1366359.500000 Penalty: 4617.896973
	Iteration 96Q: 3 clusters Score -1366360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1366360.500000 Penalty: 4617.896973
	Iteration 97Q: 3 clusters Score -1366360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1366358.625000 Penalty: 4617.896973
	Iteration 98Q: 3 clusters Score -1366359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1366359.625000 Penalty: 4617.896973
	Iteration 99Q: 3 clusters Score -1366360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1366360.375000 Penalty: 4617.896973
	Iteration 100F: 3 clusters Score -1366360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1366360.875000 Penalty: 4617.896973
	Iteration 101Q: 3 clusters Score -1366361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1366360.875000 Penalty: 4617.896973
	Iteration 102F: 3 clusters Score -1366361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Entering Unmasked Estep 
Score: -1099733.375000 Penalty: 2270.213623
	Iteration 0F: 2 clusters Score -1099733 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 4769 members 
Entering Unmasked Estep 
Score: -1092396.625000 Penalty: 4540.427246
	Iteration 0F: 3 clusters Score -1092397 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1094507.125000 Penalty: 4540.427246
	Iteration 1F: 3 clusters Score -1094507 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1094868.375000 Penalty: 4540.427246
	Iteration 2F: 3 clusters Score -1094868 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1095097.625000 Penalty: 4540.427246
	Iteration 3F: 3 clusters Score -1095098 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1095280.750000 Penalty: 4540.427246
	Iteration 4Q: 3 clusters Score -1095281 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1095415.500000 Penalty: 4540.427246
	Iteration 5Q: 3 clusters Score -1095416 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1095513.625000 Penalty: 4540.427246
	Iteration 6Q: 3 clusters Score -1095514 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1095612.375000 Penalty: 4540.427246
	Iteration 7Q: 3 clusters Score -1095612 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1095716.125000 Penalty: 4540.427246
	Iteration 8Q: 3 clusters Score -1095716 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1095819.125000 Penalty: 4540.427246
	Iteration 9Q: 3 clusters Score -1095819 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1095933.000000 Penalty: 4540.427246
	Iteration 10Q: 3 clusters Score -1095933 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1096060.625000 Penalty: 4540.427246
	Iteration 11Q: 3 clusters Score -1096061 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1096203.375000 Penalty: 4540.427246
	Iteration 12Q: 3 clusters Score -1096203 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1096335.875000 Penalty: 4540.427246
	Iteration 13Q: 3 clusters Score -1096336 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1096514.250000 Penalty: 4540.427246
	Iteration 14Q: 3 clusters Score -1096514 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1096708.500000 Penalty: 4540.427246
	Iteration 15Q: 3 clusters Score -1096708 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1096879.250000 Penalty: 4540.427246
	Iteration 16Q: 3 clusters Score -1096879 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1097081.125000 Penalty: 4540.427246
	Iteration 17Q: 3 clusters Score -1097081 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1097253.750000 Penalty: 4540.427246
	Iteration 18Q: 3 clusters Score -1097254 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1097392.000000 Penalty: 4540.427246
	Iteration 19Q: 3 clusters Score -1097392 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1097485.375000 Penalty: 4540.427246
	Iteration 20F: 3 clusters Score -1097485 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1097565.375000 Penalty: 4540.427246
	Iteration 21Q: 3 clusters Score -1097565 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1097625.000000 Penalty: 4540.427246
	Iteration 22Q: 3 clusters Score -1097625 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1097672.750000 Penalty: 4540.427246
	Iteration 23Q: 3 clusters Score -1097673 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1097730.750000 Penalty: 4540.427246
	Iteration 24Q: 3 clusters Score -1097731 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1097775.250000 Penalty: 4540.427246
	Iteration 25Q: 3 clusters Score -1097775 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1097809.375000 Penalty: 4540.427246
	Iteration 26Q: 3 clusters Score -1097809 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1097841.750000 Penalty: 4540.427246
	Iteration 27Q: 3 clusters Score -1097842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1097855.750000 Penalty: 4540.427246
	Iteration 28Q: 3 clusters Score -1097856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1097866.375000 Penalty: 4540.427246
	Iteration 29Q: 3 clusters Score -1097866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1097876.625000 Penalty: 4540.427246
	Iteration 30Q: 3 clusters Score -1097877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1097883.500000 Penalty: 4540.427246
	Iteration 31Q: 3 clusters Score -1097884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1097887.625000 Penalty: 4540.427246
	Iteration 32Q: 3 clusters Score -1097888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1097892.250000 Penalty: 4540.427246
	Iteration 33Q: 3 clusters Score -1097892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1097892.250000 Penalty: 4540.427246
	Iteration 34Q: 3 clusters Score -1097892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1097893.625000 Penalty: 4540.427246
	Iteration 35Q: 3 clusters Score -1097894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1097898.375000 Penalty: 4540.427246
	Iteration 36Q: 3 clusters Score -1097898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1097902.750000 Penalty: 4540.427246
	Iteration 37Q: 3 clusters Score -1097903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1097902.750000 Penalty: 4540.427246
	Iteration 38F: 3 clusters Score -1097903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -79209.765625 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -79209.77 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 363 members 
Entering Unmasked Estep 
Score: -77482.710938 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -77482.71 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -77690.648438 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -77690.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -77732.304688 Penalty: 3252.866211
	Iteration 2Q: 3 clusters Score -77732.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -77774.179688 Penalty: 3252.866211
	Iteration 3Q: 3 clusters Score -77774.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -77806.328125 Penalty: 3252.866211
	Iteration 4Q: 3 clusters Score -77806.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -77819.523438 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -77819.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -77824.093750 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -77824.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77830.085938 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -77830.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -77841.656250 Penalty: 3252.866211
	Iteration 8Q: 3 clusters Score -77841.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -77848.429688 Penalty: 3252.866211
	Iteration 9Q: 3 clusters Score -77848.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -77867.500000 Penalty: 3252.866211
	Iteration 10Q: 3 clusters Score -77867.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -77882.093750 Penalty: 3252.866211
	Iteration 11Q: 3 clusters Score -77882.09 nChanged 7
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: -77894.976562 Penalty: 3252.866211
	Iteration 12Q: 3 clusters Score -77894.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -77911.335938 Penalty: 3252.866211
	Iteration 13Q: 3 clusters Score -77911.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -77924.023438 Penalty: 3252.866211
	Iteration 14Q: 3 clusters Score -77924.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -77933.250000 Penalty: 3252.866211
	Iteration 15Q: 3 clusters Score -77933.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -77943.062500 Penalty: 3252.866211
	Iteration 16Q: 3 clusters Score -77943.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -77947.101562 Penalty: 3252.866211
	Iteration 17Q: 3 clusters Score -77947.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -77951.437500 Penalty: 3252.866211
	Iteration 18Q: 3 clusters Score -77951.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -77953.765625 Penalty: 3252.866211
	Iteration 19Q: 3 clusters Score -77953.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -77953.765625 Penalty: 3252.866211
	Iteration 20F: 3 clusters Score -77953.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -87312.296875 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -87312.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -85546.335938 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -85546.34 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -85790.343750 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -85790.34 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -85886.671875 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -85886.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -85958.757812 Penalty: 3292.729736
	Iteration 3Q: 3 clusters Score -85958.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -85994.773438 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -85994.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -86018.851562 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -86018.85 nChanged 14
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: -86038.570312 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -86038.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -86049.812500 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -86049.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -86059.968750 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -86059.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -86066.312500 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -86066.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -86083.414062 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -86083.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -86091.046875 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -86091.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -86091.593750 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -86091.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -86092.078125 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -86092.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -86092.078125 Penalty: 3292.729736
	Iteration 14F: 3 clusters Score -86092.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -80144.093750 Penalty: 1625.728516
	Iteration 0F: 2 clusters Score -80144.09 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 344 members 
Entering Unmasked Estep 
Score: -78453.750000 Penalty: 3251.457031
	Iteration 0F: 3 clusters Score -78453.75 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -78668.742188 Penalty: 3251.457031
	Iteration 1F: 3 clusters Score -78668.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -78723.031250 Penalty: 3251.457031
	Iteration 2F: 3 clusters Score -78723.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -78752.335938 Penalty: 3251.457031
	Iteration 3Q: 3 clusters Score -78752.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -78774.539062 Penalty: 3251.457031
	Iteration 4Q: 3 clusters Score -78774.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -78788.046875 Penalty: 3251.457031
	Iteration 5Q: 3 clusters Score -78788.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -78800.085938 Penalty: 3251.457031
	Iteration 6Q: 3 clusters Score -78800.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -78814.148438 Penalty: 3251.457031
	Iteration 7Q: 3 clusters Score -78814.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -78816.515625 Penalty: 3251.457031
	Iteration 8Q: 3 clusters Score -78816.52 nChanged 1
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: -78818.335938 Penalty: 3251.457031
	Iteration 9Q: 3 clusters Score -78818.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -78818.804688 Penalty: 3251.457031
	Iteration 10Q: 3 clusters Score -78818.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -78818.804688 Penalty: 3251.457031
	Iteration 11F: 3 clusters Score -78818.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -26992.591797 Penalty: 1364.312134
	Iteration 0F: 2 clusters Score -26992.59 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: -25805.582031 Penalty: 2728.624268
	Iteration 0F: 3 clusters Score -25805.58 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25947.347656 Penalty: 2728.624268
	Iteration 1F: 3 clusters Score -25947.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25975.597656 Penalty: 2728.624268
	Iteration 2Q: 3 clusters Score -25975.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25979.921875 Penalty: 2728.624268
	Iteration 3Q: 3 clusters Score -25979.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25983.388672 Penalty: 2728.624268
	Iteration 4Q: 3 clusters Score -25983.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25983.388672 Penalty: 2728.624268
	Iteration 5F: 3 clusters Score -25983.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -76817.023438 Penalty: 1627.836182
	Iteration 0F: 2 clusters Score -76817.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -75152.187500 Penalty: 3255.672363
	Iteration 0F: 3 clusters Score -75152.19 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -75418.015625 Penalty: 3255.672363
	Iteration 1F: 3 clusters Score -75418.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -75468.734375 Penalty: 3255.672363
	Iteration 2Q: 3 clusters Score -75468.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -75490.890625 Penalty: 3255.672363
	Iteration 3Q: 3 clusters Score -75490.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -75508.234375 Penalty: 3255.672363
	Iteration 4Q: 3 clusters Score -75508.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75525.750000 Penalty: 3255.672363
	Iteration 5Q: 3 clusters Score -75525.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -75533.546875 Penalty: 3255.672363
	Iteration 6Q: 3 clusters Score -75533.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -75538.234375 Penalty: 3255.672363
	Iteration 7Q: 3 clusters Score -75538.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -75539.203125 Penalty: 3255.672363
	Iteration 8Q: 3 clusters Score -75539.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -75539.203125 Penalty: 3255.672363
	Iteration 9F: 3 clusters Score -75539.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Entering Unmasked Estep 
Score: -2486958.000000 Penalty: 2453.183838
	Iteration 0F: 2 clusters Score -2486958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2473078.250000 Penalty: 4906.367676
	Iteration 0F: 3 clusters Score -2473078 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2477657.000000 Penalty: 4906.367676
	Iteration 1F: 3 clusters Score -2477657 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2478017.750000 Penalty: 4906.367676
	Iteration 2F: 3 clusters Score -2478018 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2478320.500000 Penalty: 4906.367676
	Iteration 3Q: 3 clusters Score -2478320 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2478557.250000 Penalty: 4906.367676
	Iteration 4Q: 3 clusters Score -2478557 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2478792.750000 Penalty: 4906.367676
	Iteration 5Q: 3 clusters Score -2478793 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2479013.750000 Penalty: 4906.367676
	Iteration 6Q: 3 clusters Score -2479014 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2479267.500000 Penalty: 4906.367676
	Iteration 7Q: 3 clusters Score -2479268 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2479549.750000 Penalty: 4906.367676
	Iteration 8Q: 3 clusters Score -2479550 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2479925.750000 Penalty: 4906.367676
	Iteration 9Q: 3 clusters Score -2479926 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2480434.000000 Penalty: 4906.367676
	Iteration 10Q: 3 clusters Score -2480434 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2481069.250000 Penalty: 4906.367676
	Iteration 11Q: 3 clusters Score -2481069 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2481822.750000 Penalty: 4906.367676
	Iteration 12F: 3 clusters Score -2481823 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2482605.000000 Penalty: 4906.367676
	Iteration 13Q: 3 clusters Score -2482605 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2483227.250000 Penalty: 4906.367676
	Iteration 14Q: 3 clusters Score -2483227 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2483636.750000 Penalty: 4906.367676
	Iteration 15Q: 3 clusters Score -2483637 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2483905.750000 Penalty: 4906.367676
	Iteration 16Q: 3 clusters Score -2483906 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2484083.000000 Penalty: 4906.367676
	Iteration 17Q: 3 clusters Score -2484083 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2484204.750000 Penalty: 4906.367676
	Iteration 18Q: 3 clusters Score -2484205 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2484310.750000 Penalty: 4906.367676
	Iteration 19Q: 3 clusters Score -2484311 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2484414.750000 Penalty: 4906.367676
	Iteration 20F: 3 clusters Score -2484415 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2484526.750000 Penalty: 4906.367676
	Iteration 21Q: 3 clusters Score -2484527 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2484599.000000 Penalty: 4906.367676
	Iteration 22Q: 3 clusters Score -2484599 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2484668.000000 Penalty: 4906.367676
	Iteration 23Q: 3 clusters Score -2484668 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2484715.250000 Penalty: 4906.367676
	Iteration 24Q: 3 clusters Score -2484715 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2484749.750000 Penalty: 4906.367676
	Iteration 25Q: 3 clusters Score -2484750 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -2484776.750000 Penalty: 4906.367676
	Iteration 26Q: 3 clusters Score -2484777 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2484806.500000 Penalty: 4906.367676
	Iteration 27Q: 3 clusters Score -2484806 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2484820.250000 Penalty: 4906.367676
	Iteration 28Q: 3 clusters Score -2484820 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -2484834.250000 Penalty: 4906.367676
	Iteration 29Q: 3 clusters Score -2484834 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2484860.000000 Penalty: 4906.367676
	Iteration 30Q: 3 clusters Score -2484860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2484865.000000 Penalty: 4906.367676
	Iteration 31Q: 3 clusters Score -2484865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2484888.500000 Penalty: 4906.367676
	Iteration 32Q: 3 clusters Score -2484888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2484895.000000 Penalty: 4906.367676
	Iteration 33Q: 3 clusters Score -2484895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2484912.250000 Penalty: 4906.367676
	Iteration 34Q: 3 clusters Score -2484912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2484927 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2484935.750000 Penalty: 4906.367676
	Iteration 36Q: 3 clusters Score -2484936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2484938.500000 Penalty: 4906.367676
	Iteration 37Q: 3 clusters Score -2484938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2484950.250000 Penalty: 4906.367676
	Iteration 38Q: 3 clusters Score -2484950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2484956.250000 Penalty: 4906.367676
	Iteration 39Q: 3 clusters Score -2484956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -2484954.750000 Penalty: 4906.367676
	Iteration 40F: 3 clusters Score -2484955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2484956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2484959.750000 Penalty: 4906.367676
	Iteration 42Q: 3 clusters Score -2484960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2484959.250000 Penalty: 4906.367676
	Iteration 43Q: 3 clusters Score -2484959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2484959.000000 Penalty: 4906.367676
	Iteration 44Q: 3 clusters Score -2484959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2484959.000000 Penalty: 4906.367676
	Iteration 45F: 3 clusters Score -2484959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232170 members 
Mstep: Class 2 contains 11145 members 
Mstep: Class 3 contains 241841 members 
Mstep: Class 4 contains 32150 members 
Mstep: Class 5 contains 9381 members 
Mstep: Class 6 contains 64027 members 
Mstep: Class 7 contains 25939 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 38726 members 
Mstep: Class 10 contains 16629 members 
Mstep: Class 11 contains 22510 members 
Mstep: Class 12 contains 23924 members 
Mstep: Class 13 contains 54210 members 
Mstep: Class 14 contains 128787 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7268 members 
Mstep: Class 20 contains 31458 members 
Mstep: Class 21 contains 57281 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 9453 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158449664.000000 Penalty: 108421.421875
Iteration 303F: 32 clusters Score -1.584497e+08 nChanged 12972
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 231572 members 
Mstep: Class 2 contains 11158 members 
Mstep: Class 3 contains 241811 members 
Mstep: Class 4 contains 32151 members 
Mstep: Class 5 contains 9382 members 
Mstep: Class 6 contains 64611 members 
Mstep: Class 7 contains 25868 members 
Mstep: Class 8 contains 30642 members 
Mstep: Class 9 contains 38726 members 
Mstep: Class 10 contains 16284 members 
Mstep: Class 11 contains 22487 members 
Mstep: Class 12 contains 24477 members 
Mstep: Class 13 contains 54584 members 
Mstep: Class 14 contains 128834 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68464 members 
Mstep: Class 17 contains 16292 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7263 members 
Mstep: Class 20 contains 31458 members 
Mstep: Class 21 contains 56865 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11053 members 
Mstep: Class 24 contains 9453 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19768 members 
Mstep: Class 31 contains 169653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158452848.000000 Penalty: 108421.421875
Iteration 304Q: 32 clusters Score -1.584528e+08 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 231095 members 
Mstep: Class 2 contains 11168 members 
Mstep: Class 3 contains 241825 members 
Mstep: Class 4 contains 32154 members 
Mstep: Class 5 contains 9385 members 
Mstep: Class 6 contains 64952 members 
Mstep: Class 7 contains 25831 members 
Mstep: Class 8 contains 30561 members 
Mstep: Class 9 contains 38746 members 
Mstep: Class 10 contains 15958 members 
Mstep: Class 11 contains 22474 members 
Mstep: Class 12 contains 24952 members 
Mstep: Class 13 contains 55304 members 
Mstep: Class 14 contains 128964 members 
Mstep: Class 15 contains 6358 members 
Mstep: Class 16 contains 68456 members 
Mstep: Class 17 contains 16711 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7263 members 
Mstep: Class 20 contains 31462 members 
Mstep: Class 21 contains 56647 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11054 members 
Mstep: Class 24 contains 9446 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19769 members 
Mstep: Class 31 contains 168676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158453680.000000 Penalty: 108421.421875
Iteration 305Q: 32 clusters Score -1.584537e+08 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230805 members 
Mstep: Class 2 contains 11187 members 
Mstep: Class 3 contains 241842 members 
Mstep: Class 4 contains 32168 members 
Mstep: Class 5 contains 9390 members 
Mstep: Class 6 contains 65113 members 
Mstep: Class 7 contains 25805 members 
Mstep: Class 8 contains 30508 members 
Mstep: Class 9 contains 38764 members 
Mstep: Class 10 contains 15658 members 
Mstep: Class 11 contains 22478 members 
Mstep: Class 12 contains 25373 members 
Mstep: Class 13 contains 56130 members 
Mstep: Class 14 contains 129067 members 
Mstep: Class 15 contains 6359 members 
Mstep: Class 16 contains 68480 members 
Mstep: Class 17 contains 17106 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7267 members 
Mstep: Class 20 contains 31465 members 
Mstep: Class 21 contains 56510 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11058 members 
Mstep: Class 24 contains 9449 members 
Mstep: Class 25 contains 706 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19773 members 
Mstep: Class 31 contains 167455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158454784.000000 Penalty: 108421.421875
Iteration 306Q: 32 clusters Score -1.584548e+08 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230599 members 
Mstep: Class 2 contains 11199 members 
Mstep: Class 3 contains 241864 members 
Mstep: Class 4 contains 32180 members 
Mstep: Class 5 contains 9391 members 
Mstep: Class 6 contains 65211 members 
Mstep: Class 7 contains 25791 members 
Mstep: Class 8 contains 30455 members 
Mstep: Class 9 contains 38777 members 
Mstep: Class 10 contains 15322 members 
Mstep: Class 11 contains 22494 members 
Mstep: Class 12 contains 25735 members 
Mstep: Class 13 contains 56995 members 
Mstep: Class 14 contains 129117 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 17396 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7276 members 
Mstep: Class 20 contains 31467 members 
Mstep: Class 21 contains 56452 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11066 members 
Mstep: Class 24 contains 9451 members 
Mstep: Class 25 contains 706 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19777 members 
Mstep: Class 31 contains 166337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158454912.000000 Penalty: 108421.421875
Iteration 307Q: 32 clusters Score -1.584549e+08 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230437 members 
Mstep: Class 2 contains 11222 members 
Mstep: Class 3 contains 241875 members 
Mstep: Class 4 contains 32197 members 
Mstep: Class 5 contains 9392 members 
Mstep: Class 6 contains 65294 members 
Mstep: Class 7 contains 25767 members 
Mstep: Class 8 contains 30431 members 
Mstep: Class 9 contains 38786 members 
Mstep: Class 10 contains 15012 members 
Mstep: Class 11 contains 22507 members 
Mstep: Class 12 contains 26063 members 
Mstep: Class 13 contains 57795 members 
Mstep: Class 14 contains 129139 members 
Mstep: Class 15 contains 6358 members 
Mstep: Class 16 contains 68512 members 
Mstep: Class 17 contains 17639 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7279 members 
Mstep: Class 20 contains 31468 members 
Mstep: Class 21 contains 56415 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11072 members 
Mstep: Class 24 contains 9457 members 
Mstep: Class 25 contains 706 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19779 members 
Mstep: Class 31 contains 165315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158455136.000000 Penalty: 108421.421875
Iteration 308Q: 32 clusters Score -1.584551e+08 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230339 members 
Mstep: Class 2 contains 11243 members 
Mstep: Class 3 contains 241888 members 
Mstep: Class 4 contains 32207 members 
Mstep: Class 5 contains 9391 members 
Mstep: Class 6 contains 65345 members 
Mstep: Class 7 contains 25767 members 
Mstep: Class 8 contains 30415 members 
Mstep: Class 9 contains 38793 members 
Mstep: Class 10 contains 14680 members 
Mstep: Class 11 contains 22521 members 
Mstep: Class 12 contains 26373 members 
Mstep: Class 13 contains 58508 members 
Mstep: Class 14 contains 129149 members 
Mstep: Class 15 contains 6359 members 
Mstep: Class 16 contains 68514 members 
Mstep: Class 17 contains 17846 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7282 members 
Mstep: Class 20 contains 31469 members 
Mstep: Class 21 contains 56385 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11076 members 
Mstep: Class 24 contains 9459 members 
Mstep: Class 25 contains 706 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19783 members 
Mstep: Class 31 contains 164419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158455120.000000 Penalty: 108421.421875
Iteration 309Q: 32 clusters Score -1.584551e+08 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230278 members 
Mstep: Class 2 contains 11247 members 
Mstep: Class 3 contains 241899 members 
Mstep: Class 4 contains 32217 members 
Mstep: Class 5 contains 9399 members 
Mstep: Class 6 contains 65373 members 
Mstep: Class 7 contains 25778 members 
Mstep: Class 8 contains 30400 members 
Mstep: Class 9 contains 38801 members 
Mstep: Class 10 contains 14332 members 
Mstep: Class 11 contains 22528 members 
Mstep: Class 12 contains 26676 members 
Mstep: Class 13 contains 59181 members 
Mstep: Class 14 contains 129162 members 
Mstep: Class 15 contains 6359 members 
Mstep: Class 16 contains 68513 members 
Mstep: Class 17 contains 18005 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 31471 members 
Mstep: Class 21 contains 56378 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11078 members 
Mstep: Class 24 contains 9463 members 
Mstep: Class 25 contains 706 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 19786 members 
Mstep: Class 31 contains 163601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456448.000000 Penalty: 108421.421875
Iteration 310Q: 32 clusters Score -1.584564e+08 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230207 members 
Mstep: Class 2 contains 11256 members 
Mstep: Class 3 contains 241913 members 
Mstep: Class 4 contains 32223 members 
Mstep: Class 5 contains 9404 members 
Mstep: Class 6 contains 65393 members 
Mstep: Class 7 contains 25785 members 
Mstep: Class 8 contains 30391 members 
Mstep: Class 9 contains 38811 members 
Mstep: Class 10 contains 14049 members 
Mstep: Class 11 contains 22536 members 
Mstep: Class 12 contains 26961 members 
Mstep: Class 13 contains 59753 members 
Mstep: Class 14 contains 129157 members 
Mstep: Class 15 contains 6359 members 
Mstep: Class 16 contains 68514 members 
Mstep: Class 17 contains 18126 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7288 members 
Mstep: Class 20 contains 31468 members 
Mstep: Class 21 contains 56372 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11081 members 
Mstep: Class 24 contains 9457 members 
Mstep: Class 25 contains 706 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19790 members 
Mstep: Class 31 contains 162916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456432.000000 Penalty: 108421.421875
Iteration 311Q: 32 clusters Score -1.584564e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230167 members 
Mstep: Class 2 contains 11272 members 
Mstep: Class 3 contains 241923 members 
Mstep: Class 4 contains 32228 members 
Mstep: Class 5 contains 9412 members 
Mstep: Class 6 contains 65408 members 
Mstep: Class 7 contains 25789 members 
Mstep: Class 8 contains 30384 members 
Mstep: Class 9 contains 38820 members 
Mstep: Class 10 contains 13786 members 
Mstep: Class 11 contains 22543 members 
Mstep: Class 12 contains 27210 members 
Mstep: Class 13 contains 60250 members 
Mstep: Class 14 contains 129152 members 
Mstep: Class 15 contains 6359 members 
Mstep: Class 16 contains 68511 members 
Mstep: Class 17 contains 18213 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 31469 members 
Mstep: Class 21 contains 56368 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11082 members 
Mstep: Class 24 contains 9461 members 
Mstep: Class 25 contains 706 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19792 members 
Mstep: Class 31 contains 162325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456832.000000 Penalty: 108421.421875
Iteration 312Q: 32 clusters Score -1.584568e+08 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230137 members 
Mstep: Class 2 contains 11276 members 
Mstep: Class 3 contains 241941 members 
Mstep: Class 4 contains 32234 members 
Mstep: Class 5 contains 9419 members 
Mstep: Class 6 contains 65391 members 
Mstep: Class 7 contains 25783 members 
Mstep: Class 8 contains 30371 members 
Mstep: Class 9 contains 38826 members 
Mstep: Class 10 contains 13531 members 
Mstep: Class 11 contains 22552 members 
Mstep: Class 12 contains 27432 members 
Mstep: Class 13 contains 60685 members 
Mstep: Class 14 contains 129149 members 
Mstep: Class 15 contains 6359 members 
Mstep: Class 16 contains 68513 members 
Mstep: Class 17 contains 18301 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 31469 members 
Mstep: Class 21 contains 56367 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11081 members 
Mstep: Class 24 contains 9466 members 
Mstep: Class 25 contains 706 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19793 members 
Mstep: Class 31 contains 161848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456784.000000 Penalty: 108421.421875
Iteration 313Q: 32 clusters Score -1.584568e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230130 members 
Mstep: Class 2 contains 11267 members 
Mstep: Class 3 contains 241956 members 
Mstep: Class 4 contains 32235 members 
Mstep: Class 5 contains 9419 members 
Mstep: Class 6 contains 65393 members 
Mstep: Class 7 contains 25781 members 
Mstep: Class 8 contains 30360 members 
Mstep: Class 9 contains 38828 members 
Mstep: Class 10 contains 13305 members 
Mstep: Class 11 contains 22558 members 
Mstep: Class 12 contains 27632 members 
Mstep: Class 13 contains 61029 members 
Mstep: Class 14 contains 129141 members 
Mstep: Class 15 contains 6359 members 
Mstep: Class 16 contains 68511 members 
Mstep: Class 17 contains 18373 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7290 members 
Mstep: Class 20 contains 31467 members 
Mstep: Class 21 contains 56376 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11081 members 
Mstep: Class 24 contains 9466 members 
Mstep: Class 25 contains 706 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19798 members 
Mstep: Class 31 contains 161455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456960.000000 Penalty: 108421.421875
Iteration 314Q: 32 clusters Score -1.58457e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230130 members 
Mstep: Class 2 contains 11269 members 
Mstep: Class 3 contains 241958 members 
Mstep: Class 4 contains 32234 members 
Mstep: Class 5 contains 9420 members 
Mstep: Class 6 contains 65392 members 
Mstep: Class 7 contains 25779 members 
Mstep: Class 8 contains 30355 members 
Mstep: Class 9 contains 38833 members 
Mstep: Class 10 contains 13078 members 
Mstep: Class 11 contains 22564 members 
Mstep: Class 12 contains 27808 members 
Mstep: Class 13 contains 61316 members 
Mstep: Class 14 contains 129134 members 
Mstep: Class 15 contains 6359 members 
Mstep: Class 16 contains 68510 members 
Mstep: Class 17 contains 18425 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7294 members 
Mstep: Class 20 contains 31463 members 
Mstep: Class 21 contains 56375 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11081 members 
Mstep: Class 24 contains 9470 members 
Mstep: Class 25 contains 706 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19802 members 
Mstep: Class 31 contains 161161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456944.000000 Penalty: 108421.421875
Iteration 315Q: 32 clusters Score -1.584569e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230138 members 
Mstep: Class 2 contains 11272 members 
Mstep: Class 3 contains 241958 members 
Mstep: Class 4 contains 32233 members 
Mstep: Class 5 contains 9421 members 
Mstep: Class 6 contains 65382 members 
Mstep: Class 7 contains 25780 members 
Mstep: Class 8 contains 30349 members 
Mstep: Class 9 contains 38837 members 
Mstep: Class 10 contains 12887 members 
Mstep: Class 11 contains 22568 members 
Mstep: Class 12 contains 27959 members 
Mstep: Class 13 contains 61577 members 
Mstep: Class 14 contains 129121 members 
Mstep: Class 15 contains 6359 members 
Mstep: Class 16 contains 68510 members 
Mstep: Class 17 contains 18474 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7297 members 
Mstep: Class 20 contains 31461 members 
Mstep: Class 21 contains 56368 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11081 members 
Mstep: Class 24 contains 9471 members 
Mstep: Class 25 contains 706 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19805 members 
Mstep: Class 31 contains 160902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457008.000000 Penalty: 108421.421875
Iteration 316Q: 32 clusters Score -1.58457e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230140 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 241964 members 
Mstep: Class 4 contains 32232 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65368 members 
Mstep: Class 7 contains 25784 members 
Mstep: Class 8 contains 30346 members 
Mstep: Class 9 contains 38841 members 
Mstep: Class 10 contains 12723 members 
Mstep: Class 11 contains 22573 members 
Mstep: Class 12 contains 28082 members 
Mstep: Class 13 contains 61779 members 
Mstep: Class 14 contains 129115 members 
Mstep: Class 15 contains 6359 members 
Mstep: Class 16 contains 68508 members 
Mstep: Class 17 contains 18498 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7301 members 
Mstep: Class 20 contains 31455 members 
Mstep: Class 21 contains 56368 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11081 members 
Mstep: Class 24 contains 9470 members 
Mstep: Class 25 contains 706 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19807 members 
Mstep: Class 31 contains 160715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457088.000000 Penalty: 108421.421875
Iteration 317Q: 32 clusters Score -1.584571e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230131 members 
Mstep: Class 2 contains 11272 members 
Mstep: Class 3 contains 241966 members 
Mstep: Class 4 contains 32232 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 65372 members 
Mstep: Class 7 contains 25795 members 
Mstep: Class 8 contains 30346 members 
Mstep: Class 9 contains 38845 members 
Mstep: Class 10 contains 12586 members 
Mstep: Class 11 contains 22574 members 
Mstep: Class 12 contains 28195 members 
Mstep: Class 13 contains 61940 members 
Mstep: Class 14 contains 129122 members 
Mstep: Class 15 contains 6358 members 
Mstep: Class 16 contains 68504 members 
Mstep: Class 17 contains 18515 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7309 members 
Mstep: Class 20 contains 31444 members 
Mstep: Class 21 contains 56373 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11083 members 
Mstep: Class 24 contains 9470 members 
Mstep: Class 25 contains 706 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19807 members 
Mstep: Class 31 contains 160542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456944.000000 Penalty: 108421.421875
Iteration 318Q: 32 clusters Score -1.584569e+08 nChanged 526
Entering ConstructFrom: 
Score: -158456944.000000 Penalty: 108421.421875
Entering ConstructFrom: 
Trying to split cluster 1 (230122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230122 members 
Entering Unmasked Estep 
Score: -28087392.000000 Penalty: 3061.898438
	Iteration 0F: 2 clusters Score -2.808739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115358 members 
Mstep: Class 2 contains 114764 members 
Entering Unmasked Estep 
Score: -27936066.000000 Penalty: 6123.796875
	Iteration 0F: 3 clusters Score -2.793607e+07 nChanged 110931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119559 members 
Mstep: Class 2 contains 110563 members 
Entering Unmasked Estep 
Score: -28002232.000000 Penalty: 6123.796875
	Iteration 1F: 3 clusters Score -2.800223e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122366 members 
Mstep: Class 2 contains 107756 members 
Entering Unmasked Estep 
Score: -28003918.000000 Penalty: 6123.796875
	Iteration 2Q: 3 clusters Score -2.800392e+07 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126721 members 
Mstep: Class 2 contains 103401 members 
Entering Unmasked Estep 
Score: -28006330.000000 Penalty: 6123.796875
	Iteration 3Q: 3 clusters Score -2.800633e+07 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133248 members 
Mstep: Class 2 contains 96874 members 
Entering Unmasked Estep 
Score: -28009848.000000 Penalty: 6123.796875
	Iteration 4Q: 3 clusters Score -2.800985e+07 nChanged 11170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142772 members 
Mstep: Class 2 contains 87350 members 
Entering Unmasked Estep 
Score: -28015548.000000 Penalty: 6123.796875
	Iteration 5Q: 3 clusters Score -2.801555e+07 nChanged 14087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155971 members 
Mstep: Class 2 contains 74151 members 
Entering Unmasked Estep 
Score: -28024094.000000 Penalty: 6123.796875
	Iteration 6F: 3 clusters Score -2.802409e+07 nChanged 17366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172989 members 
Mstep: Class 2 contains 57133 members 
Entering Unmasked Estep 
Score: -28037158.000000 Penalty: 6123.796875
	Iteration 7F: 3 clusters Score -2.803716e+07 nChanged 18837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191710 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -28052210.000000 Penalty: 6123.796875
	Iteration 8F: 3 clusters Score -2.805221e+07 nChanged 16768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208446 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -28066870.000000 Penalty: 6123.796875
	Iteration 9F: 3 clusters Score -2.806687e+07 nChanged 11533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219971 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -28076644.000000 Penalty: 6123.796875
	Iteration 10F: 3 clusters Score -2.807664e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225931 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -28081614.000000 Penalty: 6123.796875
	Iteration 11Q: 3 clusters Score -2.808161e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228267 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -28083438.000000 Penalty: 6123.796875
	Iteration 12Q: 3 clusters Score -2.808344e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229147 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -28084138.000000 Penalty: 6123.796875
	Iteration 13Q: 3 clusters Score -2.808414e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229457 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -28084388.000000 Penalty: 6123.796875
	Iteration 14Q: 3 clusters Score -2.808439e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229600 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -28084534.000000 Penalty: 6123.796875
	Iteration 15Q: 3 clusters Score -2.808453e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229653 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -28084580.000000 Penalty: 6123.796875
	Iteration 16Q: 3 clusters Score -2.808458e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229682 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -28084638.000000 Penalty: 6123.796875
	Iteration 17Q: 3 clusters Score -2.808464e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229697 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -28084640.000000 Penalty: 6123.796875
	Iteration 18Q: 3 clusters Score -2.808464e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229708 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -28084644.000000 Penalty: 6123.796875
	Iteration 19Q: 3 clusters Score -2.808464e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229714 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -28084666.000000 Penalty: 6123.796875
	Iteration 20F: 3 clusters Score -2.808467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229719 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -28084658.000000 Penalty: 6123.796875
	Iteration 21Q: 3 clusters Score -2.808466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229725 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -28084658.000000 Penalty: 6123.796875
	Iteration 22Q: 3 clusters Score -2.808466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229731 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -28084686.000000 Penalty: 6123.796875
	Iteration 23Q: 3 clusters Score -2.808469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229737 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -28084690.000000 Penalty: 6123.796875
	Iteration 24Q: 3 clusters Score -2.808469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229743 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -28084694.000000 Penalty: 6123.796875
	Iteration 25Q: 3 clusters Score -2.808469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229743 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -28084702.000000 Penalty: 6123.796875
	Iteration 26Q: 3 clusters Score -2.80847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229741 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -28084702.000000 Penalty: 6123.796875
	Iteration 27Q: 3 clusters Score -2.80847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229743 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -28084726.000000 Penalty: 6123.796875
	Iteration 28Q: 3 clusters Score -2.808473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229745 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -28084700.000000 Penalty: 6123.796875
	Iteration 29Q: 3 clusters Score -2.80847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229744 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -28084712.000000 Penalty: 6123.796875
	Iteration 30Q: 3 clusters Score -2.808471e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229746 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -28084710.000000 Penalty: 6123.796875
	Iteration 31Q: 3 clusters Score -2.808471e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229748 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -28084714.000000 Penalty: 6123.796875
	Iteration 32Q: 3 clusters Score -2.808471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229749 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -28084732.000000 Penalty: 6123.796875
	Iteration 33Q: 3 clusters Score -2.808473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229749 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -28084732.000000 Penalty: 6123.796875
	Iteration 34F: 3 clusters Score -2.808473e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Entering Unmasked Estep 
Score: -1279304.500000 Penalty: 2313.925049
	Iteration 0F: 2 clusters Score -1279304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1270840.500000 Penalty: 4627.850098
	Iteration 0F: 3 clusters Score -1270840 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1273429.750000 Penalty: 4627.850098
	Iteration 1F: 3 clusters Score -1273430 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1273861.875000 Penalty: 4627.850098
	Iteration 2F: 3 clusters Score -1273862 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1274293.750000 Penalty: 4627.850098
	Iteration 3F: 3 clusters Score -1274294 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1274686.500000 Penalty: 4627.850098
	Iteration 4F: 3 clusters Score -1274686 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1275025.250000 Penalty: 4627.850098
	Iteration 5F: 3 clusters Score -1275025 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1275371.125000 Penalty: 4627.850098
	Iteration 6Q: 3 clusters Score -1275371 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1275720.750000 Penalty: 4627.850098
	Iteration 7Q: 3 clusters Score -1275721 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1276071.750000 Penalty: 4627.850098
	Iteration 8Q: 3 clusters Score -1276072 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1276421.500000 Penalty: 4627.850098
	Iteration 9Q: 3 clusters Score -1276422 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1276762.375000 Penalty: 4627.850098
	Iteration 10Q: 3 clusters Score -1276762 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1277053.500000 Penalty: 4627.850098
	Iteration 11Q: 3 clusters Score -1277054 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1277306.125000 Penalty: 4627.850098
	Iteration 12Q: 3 clusters Score -1277306 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1277472.000000 Penalty: 4627.850098
	Iteration 13Q: 3 clusters Score -1277472 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1277589.250000 Penalty: 4627.850098
	Iteration 14Q: 3 clusters Score -1277589 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1277649.500000 Penalty: 4627.850098
	Iteration 15Q: 3 clusters Score -1277650 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1277684.375000 Penalty: 4627.850098
	Iteration 16Q: 3 clusters Score -1277684 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1277705.375000 Penalty: 4627.850098
	Iteration 17Q: 3 clusters Score -1277705 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1277718.250000 Penalty: 4627.850098
	Iteration 18Q: 3 clusters Score -1277718 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1277731.375000 Penalty: 4627.850098
	Iteration 19Q: 3 clusters Score -1277731 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1277745.750000 Penalty: 4627.850098
	Iteration 20F: 3 clusters Score -1277746 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1277754.125000 Penalty: 4627.850098
	Iteration 21Q: 3 clusters Score -1277754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1277761.250000 Penalty: 4627.850098
	Iteration 22Q: 3 clusters Score -1277761 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1277773.375000 Penalty: 4627.850098
	Iteration 23Q: 3 clusters Score -1277773 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1277778.000000 Penalty: 4627.850098
	Iteration 24Q: 3 clusters Score -1277778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1277780.875000 Penalty: 4627.850098
	Iteration 25Q: 3 clusters Score -1277781 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1277795.500000 Penalty: 4627.850098
	Iteration 26Q: 3 clusters Score -1277796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1277806.875000 Penalty: 4627.850098
	Iteration 27Q: 3 clusters Score -1277807 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1277815.375000 Penalty: 4627.850098
	Iteration 28Q: 3 clusters Score -1277815 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1277828.375000 Penalty: 4627.850098
	Iteration 29Q: 3 clusters Score -1277828 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1277841.000000 Penalty: 4627.850098
	Iteration 30Q: 3 clusters Score -1277841 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1277860.125000 Penalty: 4627.850098
	Iteration 31Q: 3 clusters Score -1277860 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1277889.875000 Penalty: 4627.850098
	Iteration 32Q: 3 clusters Score -1277890 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1277944.875000 Penalty: 4627.850098
	Iteration 33Q: 3 clusters Score -1277945 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1278037.250000 Penalty: 4627.850098
	Iteration 34Q: 3 clusters Score -1278037 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1278160.500000 Penalty: 4627.850098
	Iteration 35Q: 3 clusters Score -1278160 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1278347.500000 Penalty: 4627.850098
	Iteration 36Q: 3 clusters Score -1278348 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1278494.375000 Penalty: 4627.850098
	Iteration 37Q: 3 clusters Score -1278494 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1278596.875000 Penalty: 4627.850098
	Iteration 38Q: 3 clusters Score -1278597 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1278657.000000 Penalty: 4627.850098
	Iteration 39Q: 3 clusters Score -1278657 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1278690.500000 Penalty: 4627.850098
	Iteration 40F: 3 clusters Score -1278690 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1278704.375000 Penalty: 4627.850098
	Iteration 41Q: 3 clusters Score -1278704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1278716.250000 Penalty: 4627.850098
	Iteration 42Q: 3 clusters Score -1278716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1278725.375000 Penalty: 4627.850098
	Iteration 43Q: 3 clusters Score -1278725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1278730.250000 Penalty: 4627.850098
	Iteration 44Q: 3 clusters Score -1278730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1278734.250000 Penalty: 4627.850098
	Iteration 45Q: 3 clusters Score -1278734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1278737.875000 Penalty: 4627.850098
	Iteration 46Q: 3 clusters Score -1278738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1278738.750000 Penalty: 4627.850098
	Iteration 47Q: 3 clusters Score -1278739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1278739.750000 Penalty: 4627.850098
	Iteration 48Q: 3 clusters Score -1278740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1278739.000000 Penalty: 4627.850098
	Iteration 49Q: 3 clusters Score -1278739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1278742.000000 Penalty: 4627.850098
	Iteration 50Q: 3 clusters Score -1278742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1278745.125000 Penalty: 4627.850098
	Iteration 51Q: 3 clusters Score -1278745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1278743.625000 Penalty: 4627.850098
	Iteration 52Q: 3 clusters Score -1278744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1278744.875000 Penalty: 4627.850098
	Iteration 53Q: 3 clusters Score -1278745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1278746.375000 Penalty: 4627.850098
	Iteration 54Q: 3 clusters Score -1278746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1278744.250000 Penalty: 4627.850098
	Iteration 55Q: 3 clusters Score -1278744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1278747.375000 Penalty: 4627.850098
	Iteration 56Q: 3 clusters Score -1278747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1278746.750000 Penalty: 4627.850098
	Iteration 57Q: 3 clusters Score -1278747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1278748.500000 Penalty: 4627.850098
	Iteration 58Q: 3 clusters Score -1278748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1278746.875000 Penalty: 4627.850098
	Iteration 59Q: 3 clusters Score -1278747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1278746.875000 Penalty: 4627.850098
	Iteration 60F: 3 clusters Score -1278747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (241972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241972 members 
Entering Unmasked Estep 
Score: -29612304.000000 Penalty: 3074.351074
	Iteration 0F: 2 clusters Score -2.96123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121021 members 
Mstep: Class 2 contains 120951 members 
Entering Unmasked Estep 
Score: -29466640.000000 Penalty: 6148.702148
	Iteration 0F: 3 clusters Score -2.946664e+07 nChanged 116661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121188 members 
Mstep: Class 2 contains 120784 members 
Entering Unmasked Estep 
Score: -29535422.000000 Penalty: 6148.702148
	Iteration 1F: 3 clusters Score -2.953542e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121375 members 
Mstep: Class 2 contains 120597 members 
Entering Unmasked Estep 
Score: -29536630.000000 Penalty: 6148.702148
	Iteration 2Q: 3 clusters Score -2.953663e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121514 members 
Mstep: Class 2 contains 120458 members 
Entering Unmasked Estep 
Score: -29538428.000000 Penalty: 6148.702148
	Iteration 3Q: 3 clusters Score -2.953843e+07 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121657 members 
Mstep: Class 2 contains 120315 members 
Entering Unmasked Estep 
Score: -29540784.000000 Penalty: 6148.702148
	Iteration 4Q: 3 clusters Score -2.954078e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121764 members 
Mstep: Class 2 contains 120208 members 
Entering Unmasked Estep 
Score: -29543750.000000 Penalty: 6148.702148
	Iteration 5Q: 3 clusters Score -2.954375e+07 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121775 members 
Mstep: Class 2 contains 120197 members 
Entering Unmasked Estep 
Score: -29547588.000000 Penalty: 6148.702148
	Iteration 6Q: 3 clusters Score -2.954759e+07 nChanged 11260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121813 members 
Mstep: Class 2 contains 120159 members 
Entering Unmasked Estep 
Score: -29552182.000000 Penalty: 6148.702148
	Iteration 7Q: 3 clusters Score -2.955218e+07 nChanged 12260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122037 members 
Mstep: Class 2 contains 119935 members 
Entering Unmasked Estep 
Score: -29557402.000000 Penalty: 6148.702148
	Iteration 8F: 3 clusters Score -2.95574e+07 nChanged 11970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122535 members 
Mstep: Class 2 contains 119437 members 
Entering Unmasked Estep 
Score: -29562236.000000 Penalty: 6148.702148
	Iteration 9Q: 3 clusters Score -2.956224e+07 nChanged 10864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123431 members 
Mstep: Class 2 contains 118541 members 
Entering Unmasked Estep 
Score: -29566126.000000 Penalty: 6148.702148
	Iteration 10Q: 3 clusters Score -2.956613e+07 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124750 members 
Mstep: Class 2 contains 117222 members 
Entering Unmasked Estep 
Score: -29569096.000000 Penalty: 6148.702148
	Iteration 11Q: 3 clusters Score -2.95691e+07 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126351 members 
Mstep: Class 2 contains 115621 members 
Entering Unmasked Estep 
Score: -29571494.000000 Penalty: 6148.702148
	Iteration 12Q: 3 clusters Score -2.957149e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128129 members 
Mstep: Class 2 contains 113843 members 
Entering Unmasked Estep 
Score: -29573664.000000 Penalty: 6148.702148
	Iteration 13Q: 3 clusters Score -2.957366e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129973 members 
Mstep: Class 2 contains 111999 members 
Entering Unmasked Estep 
Score: -29575676.000000 Penalty: 6148.702148
	Iteration 14Q: 3 clusters Score -2.957568e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131603 members 
Mstep: Class 2 contains 110369 members 
Entering Unmasked Estep 
Score: -29577870.000000 Penalty: 6148.702148
	Iteration 15Q: 3 clusters Score -2.957787e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132903 members 
Mstep: Class 2 contains 109069 members 
Entering Unmasked Estep 
Score: -29580674.000000 Penalty: 6148.702148
	Iteration 16Q: 3 clusters Score -2.958067e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133701 members 
Mstep: Class 2 contains 108271 members 
Entering Unmasked Estep 
Score: -29583210.000000 Penalty: 6148.702148
	Iteration 17Q: 3 clusters Score -2.958321e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133965 members 
Mstep: Class 2 contains 108007 members 
Entering Unmasked Estep 
Score: -29584844.000000 Penalty: 6148.702148
	Iteration 18Q: 3 clusters Score -2.958484e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134110 members 
Mstep: Class 2 contains 107862 members 
Entering Unmasked Estep 
Score: -29585786.000000 Penalty: 6148.702148
	Iteration 19Q: 3 clusters Score -2.958579e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134342 members 
Mstep: Class 2 contains 107630 members 
Entering Unmasked Estep 
Score: -29586348.000000 Penalty: 6148.702148
	Iteration 20F: 3 clusters Score -2.958635e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134637 members 
Mstep: Class 2 contains 107335 members 
Entering Unmasked Estep 
Score: -29586546.000000 Penalty: 6148.702148
	Iteration 21Q: 3 clusters Score -2.958655e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135020 members 
Mstep: Class 2 contains 106952 members 
Entering Unmasked Estep 
Score: -29586704.000000 Penalty: 6148.702148
	Iteration 22Q: 3 clusters Score -2.95867e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135463 members 
Mstep: Class 2 contains 106509 members 
Entering Unmasked Estep 
Score: -29586838.000000 Penalty: 6148.702148
	Iteration 23Q: 3 clusters Score -2.958684e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135926 members 
Mstep: Class 2 contains 106046 members 
Entering Unmasked Estep 
Score: -29587046.000000 Penalty: 6148.702148
	Iteration 24Q: 3 clusters Score -2.958705e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136453 members 
Mstep: Class 2 contains 105519 members 
Entering Unmasked Estep 
Score: -29587086.000000 Penalty: 6148.702148
	Iteration 25Q: 3 clusters Score -2.958709e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136999 members 
Mstep: Class 2 contains 104973 members 
Entering Unmasked Estep 
Score: -29587298.000000 Penalty: 6148.702148
	Iteration 26Q: 3 clusters Score -2.95873e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137650 members 
Mstep: Class 2 contains 104322 members 
Entering Unmasked Estep 
Score: -29587450.000000 Penalty: 6148.702148
	Iteration 27Q: 3 clusters Score -2.958745e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138362 members 
Mstep: Class 2 contains 103610 members 
Entering Unmasked Estep 
Score: -29587596.000000 Penalty: 6148.702148
	Iteration 28Q: 3 clusters Score -2.95876e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139142 members 
Mstep: Class 2 contains 102830 members 
Entering Unmasked Estep 
Score: -29587788.000000 Penalty: 6148.702148
	Iteration 29Q: 3 clusters Score -2.958779e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140050 members 
Mstep: Class 2 contains 101922 members 
Entering Unmasked Estep 
Score: -29587768.000000 Penalty: 6148.702148
	Iteration 30Q: 3 clusters Score -2.958777e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141003 members 
Mstep: Class 2 contains 100969 members 
Entering Unmasked Estep 
Score: -29587920.000000 Penalty: 6148.702148
	Iteration 31Q: 3 clusters Score -2.958792e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142032 members 
Mstep: Class 2 contains 99940 members 
Entering Unmasked Estep 
Score: -29588164.000000 Penalty: 6148.702148
	Iteration 32Q: 3 clusters Score -2.958816e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143098 members 
Mstep: Class 2 contains 98874 members 
Entering Unmasked Estep 
Score: -29588356.000000 Penalty: 6148.702148
	Iteration 33Q: 3 clusters Score -2.958836e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144162 members 
Mstep: Class 2 contains 97810 members 
Entering Unmasked Estep 
Score: -29588566.000000 Penalty: 6148.702148
	Iteration 34Q: 3 clusters Score -2.958857e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145319 members 
Mstep: Class 2 contains 96653 members 
Entering Unmasked Estep 
Score: -29588754.000000 Penalty: 6148.702148
	Iteration 35Q: 3 clusters Score -2.958875e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146507 members 
Mstep: Class 2 contains 95465 members 
Entering Unmasked Estep 
Score: -29589090.000000 Penalty: 6148.702148
	Iteration 36Q: 3 clusters Score -2.958909e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147820 members 
Mstep: Class 2 contains 94152 members 
Entering Unmasked Estep 
Score: -29589388.000000 Penalty: 6148.702148
	Iteration 37Q: 3 clusters Score -2.958939e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149166 members 
Mstep: Class 2 contains 92806 members 
Entering Unmasked Estep 
Score: -29589630.000000 Penalty: 6148.702148
	Iteration 38Q: 3 clusters Score -2.958963e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150566 members 
Mstep: Class 2 contains 91406 members 
Entering Unmasked Estep 
Score: -29589994.000000 Penalty: 6148.702148
	Iteration 39Q: 3 clusters Score -2.958999e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151908 members 
Mstep: Class 2 contains 90064 members 
Entering Unmasked Estep 
Score: -29590202.000000 Penalty: 6148.702148
	Iteration 40F: 3 clusters Score -2.95902e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153151 members 
Mstep: Class 2 contains 88821 members 
Entering Unmasked Estep 
Score: -29590366.000000 Penalty: 6148.702148
	Iteration 41Q: 3 clusters Score -2.959037e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154343 members 
Mstep: Class 2 contains 87629 members 
Entering Unmasked Estep 
Score: -29590448.000000 Penalty: 6148.702148
	Iteration 42Q: 3 clusters Score -2.959045e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155460 members 
Mstep: Class 2 contains 86512 members 
Entering Unmasked Estep 
Score: -29590562.000000 Penalty: 6148.702148
	Iteration 43Q: 3 clusters Score -2.959056e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156573 members 
Mstep: Class 2 contains 85399 members 
Entering Unmasked Estep 
Score: -29590794.000000 Penalty: 6148.702148
	Iteration 44Q: 3 clusters Score -2.959079e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157637 members 
Mstep: Class 2 contains 84335 members 
Entering Unmasked Estep 
Score: -29590918.000000 Penalty: 6148.702148
	Iteration 45Q: 3 clusters Score -2.959092e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158640 members 
Mstep: Class 2 contains 83332 members 
Entering Unmasked Estep 
Score: -29591178.000000 Penalty: 6148.702148
	Iteration 46Q: 3 clusters Score -2.959118e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159537 members 
Mstep: Class 2 contains 82435 members 
Entering Unmasked Estep 
Score: -29591216.000000 Penalty: 6148.702148
	Iteration 47Q: 3 clusters Score -2.959122e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160354 members 
Mstep: Class 2 contains 81618 members 
Entering Unmasked Estep 
Score: -29591260.000000 Penalty: 6148.702148
	Iteration 48Q: 3 clusters Score -2.959126e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161143 members 
Mstep: Class 2 contains 80829 members 
Entering Unmasked Estep 
Score: -29591424.000000 Penalty: 6148.702148
	Iteration 49Q: 3 clusters Score -2.959142e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161905 members 
Mstep: Class 2 contains 80067 members 
Entering Unmasked Estep 
Score: -29591462.000000 Penalty: 6148.702148
	Iteration 50Q: 3 clusters Score -2.959146e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162671 members 
Mstep: Class 2 contains 79301 members 
Entering Unmasked Estep 
Score: -29591554.000000 Penalty: 6148.702148
	Iteration 51Q: 3 clusters Score -2.959155e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163545 members 
Mstep: Class 2 contains 78427 members 
Entering Unmasked Estep 
Score: -29591762.000000 Penalty: 6148.702148
	Iteration 52Q: 3 clusters Score -2.959176e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164481 members 
Mstep: Class 2 contains 77491 members 
Entering Unmasked Estep 
Score: -29591870.000000 Penalty: 6148.702148
	Iteration 53Q: 3 clusters Score -2.959187e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165422 members 
Mstep: Class 2 contains 76550 members 
Entering Unmasked Estep 
Score: -29591868.000000 Penalty: 6148.702148
	Iteration 54Q: 3 clusters Score -2.959187e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166350 members 
Mstep: Class 2 contains 75622 members 
Entering Unmasked Estep 
Score: -29591998.000000 Penalty: 6148.702148
	Iteration 55Q: 3 clusters Score -2.9592e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167263 members 
Mstep: Class 2 contains 74709 members 
Entering Unmasked Estep 
Score: -29592112.000000 Penalty: 6148.702148
	Iteration 56Q: 3 clusters Score -2.959211e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168139 members 
Mstep: Class 2 contains 73833 members 
Entering Unmasked Estep 
Score: -29592212.000000 Penalty: 6148.702148
	Iteration 57Q: 3 clusters Score -2.959221e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168972 members 
Mstep: Class 2 contains 73000 members 
Entering Unmasked Estep 
Score: -29592308.000000 Penalty: 6148.702148
	Iteration 58Q: 3 clusters Score -2.959231e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169790 members 
Mstep: Class 2 contains 72182 members 
Entering Unmasked Estep 
Score: -29592458.000000 Penalty: 6148.702148
	Iteration 59Q: 3 clusters Score -2.959246e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170587 members 
Mstep: Class 2 contains 71385 members 
Entering Unmasked Estep 
Score: -29592516.000000 Penalty: 6148.702148
	Iteration 60F: 3 clusters Score -2.959252e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171361 members 
Mstep: Class 2 contains 70611 members 
Entering Unmasked Estep 
Score: -29592636.000000 Penalty: 6148.702148
	Iteration 61Q: 3 clusters Score -2.959264e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172154 members 
Mstep: Class 2 contains 69818 members 
Entering Unmasked Estep 
Score: -29592654.000000 Penalty: 6148.702148
	Iteration 62Q: 3 clusters Score -2.959265e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172889 members 
Mstep: Class 2 contains 69083 members 
Entering Unmasked Estep 
Score: -29592804.000000 Penalty: 6148.702148
	Iteration 63Q: 3 clusters Score -2.95928e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173620 members 
Mstep: Class 2 contains 68352 members 
Entering Unmasked Estep 
Score: -29592982.000000 Penalty: 6148.702148
	Iteration 64Q: 3 clusters Score -2.959298e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174345 members 
Mstep: Class 2 contains 67627 members 
Entering Unmasked Estep 
Score: -29593116.000000 Penalty: 6148.702148
	Iteration 65Q: 3 clusters Score -2.959312e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175014 members 
Mstep: Class 2 contains 66958 members 
Entering Unmasked Estep 
Score: -29593134.000000 Penalty: 6148.702148
	Iteration 66Q: 3 clusters Score -2.959313e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175680 members 
Mstep: Class 2 contains 66292 members 
Entering Unmasked Estep 
Score: -29593310.000000 Penalty: 6148.702148
	Iteration 67Q: 3 clusters Score -2.959331e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176344 members 
Mstep: Class 2 contains 65628 members 
Entering Unmasked Estep 
Score: -29593344.000000 Penalty: 6148.702148
	Iteration 68Q: 3 clusters Score -2.959334e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177021 members 
Mstep: Class 2 contains 64951 members 
Entering Unmasked Estep 
Score: -29593266.000000 Penalty: 6148.702148
	Iteration 69Q: 3 clusters Score -2.959327e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177667 members 
Mstep: Class 2 contains 64305 members 
Entering Unmasked Estep 
Score: -29593352.000000 Penalty: 6148.702148
	Iteration 70Q: 3 clusters Score -2.959335e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178293 members 
Mstep: Class 2 contains 63679 members 
Entering Unmasked Estep 
Score: -29593380.000000 Penalty: 6148.702148
	Iteration 71Q: 3 clusters Score -2.959338e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178893 members 
Mstep: Class 2 contains 63079 members 
Entering Unmasked Estep 
Score: -29593404.000000 Penalty: 6148.702148
	Iteration 72Q: 3 clusters Score -2.95934e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179522 members 
Mstep: Class 2 contains 62450 members 
Entering Unmasked Estep 
Score: -29593496.000000 Penalty: 6148.702148
	Iteration 73Q: 3 clusters Score -2.95935e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180090 members 
Mstep: Class 2 contains 61882 members 
Entering Unmasked Estep 
Score: -29593508.000000 Penalty: 6148.702148
	Iteration 74Q: 3 clusters Score -2.959351e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180629 members 
Mstep: Class 2 contains 61343 members 
Entering Unmasked Estep 
Score: -29593506.000000 Penalty: 6148.702148
	Iteration 75Q: 3 clusters Score -2.959351e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181198 members 
Mstep: Class 2 contains 60774 members 
Entering Unmasked Estep 
Score: -29593508.000000 Penalty: 6148.702148
	Iteration 76Q: 3 clusters Score -2.959351e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181705 members 
Mstep: Class 2 contains 60267 members 
Entering Unmasked Estep 
Score: -29593618.000000 Penalty: 6148.702148
	Iteration 77Q: 3 clusters Score -2.959362e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182232 members 
Mstep: Class 2 contains 59740 members 
Entering Unmasked Estep 
Score: -29593634.000000 Penalty: 6148.702148
	Iteration 78Q: 3 clusters Score -2.959363e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182714 members 
Mstep: Class 2 contains 59258 members 
Entering Unmasked Estep 
Score: -29593626.000000 Penalty: 6148.702148
	Iteration 79Q: 3 clusters Score -2.959363e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183192 members 
Mstep: Class 2 contains 58780 members 
Entering Unmasked Estep 
Score: -29593592.000000 Penalty: 6148.702148
	Iteration 80F: 3 clusters Score -2.959359e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183643 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
Score: -29593680.000000 Penalty: 6148.702148
	Iteration 81Q: 3 clusters Score -2.959368e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184058 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -29593704.000000 Penalty: 6148.702148
	Iteration 82Q: 3 clusters Score -2.95937e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184435 members 
Mstep: Class 2 contains 57537 members 
Entering Unmasked Estep 
Score: -29593730.000000 Penalty: 6148.702148
	Iteration 83Q: 3 clusters Score -2.959373e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184814 members 
Mstep: Class 2 contains 57158 members 
Entering Unmasked Estep 
Score: -29593746.000000 Penalty: 6148.702148
	Iteration 84Q: 3 clusters Score -2.959375e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185211 members 
Mstep: Class 2 contains 56761 members 
Entering Unmasked Estep 
Score: -29593752.000000 Penalty: 6148.702148
	Iteration 85Q: 3 clusters Score -2.959375e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185611 members 
Mstep: Class 2 contains 56361 members 
Entering Unmasked Estep 
Score: -29593802.000000 Penalty: 6148.702148
	Iteration 86Q: 3 clusters Score -2.95938e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186036 members 
Mstep: Class 2 contains 55936 members 
Entering Unmasked Estep 
Score: -29593884.000000 Penalty: 6148.702148
	Iteration 87Q: 3 clusters Score -2.959388e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186464 members 
Mstep: Class 2 contains 55508 members 
Entering Unmasked Estep 
Score: -29593970.000000 Penalty: 6148.702148
	Iteration 88Q: 3 clusters Score -2.959397e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186870 members 
Mstep: Class 2 contains 55102 members 
Entering Unmasked Estep 
Score: -29593968.000000 Penalty: 6148.702148
	Iteration 89Q: 3 clusters Score -2.959397e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187288 members 
Mstep: Class 2 contains 54684 members 
Entering Unmasked Estep 
Score: -29594062.000000 Penalty: 6148.702148
	Iteration 90Q: 3 clusters Score -2.959406e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187702 members 
Mstep: Class 2 contains 54270 members 
Entering Unmasked Estep 
Score: -29594148.000000 Penalty: 6148.702148
	Iteration 91Q: 3 clusters Score -2.959415e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188129 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -29594220.000000 Penalty: 6148.702148
	Iteration 92Q: 3 clusters Score -2.959422e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188567 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -29594278.000000 Penalty: 6148.702148
	Iteration 93Q: 3 clusters Score -2.959428e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189044 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
Score: -29594280.000000 Penalty: 6148.702148
	Iteration 94Q: 3 clusters Score -2.959428e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189562 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
Score: -29594318.000000 Penalty: 6148.702148
	Iteration 95Q: 3 clusters Score -2.959432e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190073 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -29594396.000000 Penalty: 6148.702148
	Iteration 96Q: 3 clusters Score -2.95944e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190585 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -29594528.000000 Penalty: 6148.702148
	Iteration 97Q: 3 clusters Score -2.959453e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191094 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -29594634.000000 Penalty: 6148.702148
	Iteration 98Q: 3 clusters Score -2.959463e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191589 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -29594680.000000 Penalty: 6148.702148
	Iteration 99Q: 3 clusters Score -2.959468e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192059 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -29594754.000000 Penalty: 6148.702148
	Iteration 100F: 3 clusters Score -2.959475e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192535 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -29594832.000000 Penalty: 6148.702148
	Iteration 101Q: 3 clusters Score -2.959483e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193002 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -29594902.000000 Penalty: 6148.702148
	Iteration 102Q: 3 clusters Score -2.95949e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193493 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -29594886.000000 Penalty: 6148.702148
	Iteration 103Q: 3 clusters Score -2.959489e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193985 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -29594920.000000 Penalty: 6148.702148
	Iteration 104Q: 3 clusters Score -2.959492e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194476 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -29594974.000000 Penalty: 6148.702148
	Iteration 105Q: 3 clusters Score -2.959497e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194969 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -29595034.000000 Penalty: 6148.702148
	Iteration 106Q: 3 clusters Score -2.959503e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195444 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
Score: -29595094.000000 Penalty: 6148.702148
	Iteration 107Q: 3 clusters Score -2.959509e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195959 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -29595180.000000 Penalty: 6148.702148
	Iteration 108Q: 3 clusters Score -2.959518e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196514 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -29595208.000000 Penalty: 6148.702148
	Iteration 109Q: 3 clusters Score -2.959521e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197065 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -29595330.000000 Penalty: 6148.702148
	Iteration 110Q: 3 clusters Score -2.959533e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197636 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -29595366.000000 Penalty: 6148.702148
	Iteration 111Q: 3 clusters Score -2.959537e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198286 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -29595538.000000 Penalty: 6148.702148
	Iteration 112Q: 3 clusters Score -2.959554e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198939 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -29595698.000000 Penalty: 6148.702148
	Iteration 113Q: 3 clusters Score -2.95957e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199629 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -29595830.000000 Penalty: 6148.702148
	Iteration 114Q: 3 clusters Score -2.959583e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200365 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -29596070.000000 Penalty: 6148.702148
	Iteration 115Q: 3 clusters Score -2.959607e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201154 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -29596124.000000 Penalty: 6148.702148
	Iteration 116Q: 3 clusters Score -2.959612e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201990 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -29596222.000000 Penalty: 6148.702148
	Iteration 117Q: 3 clusters Score -2.959622e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202801 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -29596304.000000 Penalty: 6148.702148
	Iteration 118Q: 3 clusters Score -2.95963e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203615 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -29596468.000000 Penalty: 6148.702148
	Iteration 119Q: 3 clusters Score -2.959647e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204518 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -29596650.000000 Penalty: 6148.702148
	Iteration 120F: 3 clusters Score -2.959665e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205450 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -29596794.000000 Penalty: 6148.702148
	Iteration 121Q: 3 clusters Score -2.959679e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206415 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -29596940.000000 Penalty: 6148.702148
	Iteration 122Q: 3 clusters Score -2.959694e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207389 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -29597092.000000 Penalty: 6148.702148
	Iteration 123Q: 3 clusters Score -2.959709e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208422 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -29597422.000000 Penalty: 6148.702148
	Iteration 124Q: 3 clusters Score -2.959742e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209538 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -29597708.000000 Penalty: 6148.702148
	Iteration 125Q: 3 clusters Score -2.959771e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210767 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -29597954.000000 Penalty: 6148.702148
	Iteration 126Q: 3 clusters Score -2.959795e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212071 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -29598430.000000 Penalty: 6148.702148
	Iteration 127Q: 3 clusters Score -2.959843e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213515 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -29598690.000000 Penalty: 6148.702148
	Iteration 128Q: 3 clusters Score -2.959869e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215085 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -29599222.000000 Penalty: 6148.702148
	Iteration 129Q: 3 clusters Score -2.959922e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216723 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -29599706.000000 Penalty: 6148.702148
	Iteration 130Q: 3 clusters Score -2.959971e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218457 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -29600306.000000 Penalty: 6148.702148
	Iteration 131Q: 3 clusters Score -2.960031e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220308 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -29601054.000000 Penalty: 6148.702148
	Iteration 132Q: 3 clusters Score -2.960105e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222226 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -29601892.000000 Penalty: 6148.702148
	Iteration 133Q: 3 clusters Score -2.960189e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224169 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -29602864.000000 Penalty: 6148.702148
	Iteration 134Q: 3 clusters Score -2.960286e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226119 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -29603664.000000 Penalty: 6148.702148
	Iteration 135Q: 3 clusters Score -2.960366e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228063 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -29604550.000000 Penalty: 6148.702148
	Iteration 136Q: 3 clusters Score -2.960455e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229850 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -29605442.000000 Penalty: 6148.702148
	Iteration 137Q: 3 clusters Score -2.960544e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231512 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -29606230.000000 Penalty: 6148.702148
	Iteration 138Q: 3 clusters Score -2.960623e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232978 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -29606804.000000 Penalty: 6148.702148
	Iteration 139Q: 3 clusters Score -2.96068e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234234 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -29607354.000000 Penalty: 6148.702148
	Iteration 140F: 3 clusters Score -2.960735e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235335 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -29607832.000000 Penalty: 6148.702148
	Iteration 141Q: 3 clusters Score -2.960783e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236261 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -29608312.000000 Penalty: 6148.702148
	Iteration 142Q: 3 clusters Score -2.960831e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237020 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -29608516.000000 Penalty: 6148.702148
	Iteration 143Q: 3 clusters Score -2.960852e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237614 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -29608724.000000 Penalty: 6148.702148
	Iteration 144Q: 3 clusters Score -2.960872e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238107 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -29608978.000000 Penalty: 6148.702148
	Iteration 145Q: 3 clusters Score -2.960898e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238534 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -29609122.000000 Penalty: 6148.702148
	Iteration 146Q: 3 clusters Score -2.960912e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238883 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -29609324.000000 Penalty: 6148.702148
	Iteration 147Q: 3 clusters Score -2.960932e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239161 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -29609430.000000 Penalty: 6148.702148
	Iteration 148Q: 3 clusters Score -2.960943e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239376 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -29609536.000000 Penalty: 6148.702148
	Iteration 149Q: 3 clusters Score -2.960954e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239574 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -29609632.000000 Penalty: 6148.702148
	Iteration 150Q: 3 clusters Score -2.960963e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239753 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -29609684.000000 Penalty: 6148.702148
	Iteration 151Q: 3 clusters Score -2.960968e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239892 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -29609706.000000 Penalty: 6148.702148
	Iteration 152Q: 3 clusters Score -2.960971e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239981 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -29609746.000000 Penalty: 6148.702148
	Iteration 153Q: 3 clusters Score -2.960975e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240055 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -29609804.000000 Penalty: 6148.702148
	Iteration 154Q: 3 clusters Score -2.96098e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240115 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -29609800.000000 Penalty: 6148.702148
	Iteration 155Q: 3 clusters Score -2.96098e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240179 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -29609810.000000 Penalty: 6148.702148
	Iteration 156Q: 3 clusters Score -2.960981e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240249 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -29609850.000000 Penalty: 6148.702148
	Iteration 157Q: 3 clusters Score -2.960985e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240320 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -29609854.000000 Penalty: 6148.702148
	Iteration 158Q: 3 clusters Score -2.960985e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240379 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -29609854.000000 Penalty: 6148.702148
	Iteration 159Q: 3 clusters Score -2.960985e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240427 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -29609906.000000 Penalty: 6148.702148
	Iteration 160F: 3 clusters Score -2.960991e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240462 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -29609900.000000 Penalty: 6148.702148
	Iteration 161Q: 3 clusters Score -2.96099e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240480 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -29609920.000000 Penalty: 6148.702148
	Iteration 162Q: 3 clusters Score -2.960992e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240504 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -29609904.000000 Penalty: 6148.702148
	Iteration 163Q: 3 clusters Score -2.96099e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240521 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -29609916.000000 Penalty: 6148.702148
	Iteration 164Q: 3 clusters Score -2.960992e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240536 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -29609926.000000 Penalty: 6148.702148
	Iteration 165Q: 3 clusters Score -2.960993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240541 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -29609930.000000 Penalty: 6148.702148
	Iteration 166Q: 3 clusters Score -2.960993e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240547 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -29609950.000000 Penalty: 6148.702148
	Iteration 167Q: 3 clusters Score -2.960995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240555 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -29609946.000000 Penalty: 6148.702148
	Iteration 168Q: 3 clusters Score -2.960995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240563 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -29609962.000000 Penalty: 6148.702148
	Iteration 169Q: 3 clusters Score -2.960996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240566 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -29609948.000000 Penalty: 6148.702148
	Iteration 170Q: 3 clusters Score -2.960995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240568 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -29609948.000000 Penalty: 6148.702148
	Iteration 171Q: 3 clusters Score -2.960995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240571 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -29609952.000000 Penalty: 6148.702148
	Iteration 172Q: 3 clusters Score -2.960995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240579 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -29609942.000000 Penalty: 6148.702148
	Iteration 173Q: 3 clusters Score -2.960994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240584 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -29609946.000000 Penalty: 6148.702148
	Iteration 174Q: 3 clusters Score -2.960995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240591 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -29609954.000000 Penalty: 6148.702148
	Iteration 175Q: 3 clusters Score -2.960995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240595 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -29609946.000000 Penalty: 6148.702148
	Iteration 176Q: 3 clusters Score -2.960995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240596 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -29609948.000000 Penalty: 6148.702148
	Iteration 177Q: 3 clusters Score -2.960995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240598 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -29609942.000000 Penalty: 6148.702148
	Iteration 178Q: 3 clusters Score -2.960994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240603 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -29609934.000000 Penalty: 6148.702148
	Iteration 179Q: 3 clusters Score -2.960993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240608 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -29609922.000000 Penalty: 6148.702148
	Iteration 180F: 3 clusters Score -2.960992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240612 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -29609928.000000 Penalty: 6148.702148
	Iteration 181Q: 3 clusters Score -2.960993e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240615 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -29609920.000000 Penalty: 6148.702148
	Iteration 182Q: 3 clusters Score -2.960992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240623 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -29609922.000000 Penalty: 6148.702148
	Iteration 183Q: 3 clusters Score -2.960992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240628 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -29609928.000000 Penalty: 6148.702148
	Iteration 184Q: 3 clusters Score -2.960993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240633 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -29609946.000000 Penalty: 6148.702148
	Iteration 185Q: 3 clusters Score -2.960995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240636 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -29609936.000000 Penalty: 6148.702148
	Iteration 186Q: 3 clusters Score -2.960994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240638 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -29609918.000000 Penalty: 6148.702148
	Iteration 187Q: 3 clusters Score -2.960992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240641 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -29609920.000000 Penalty: 6148.702148
	Iteration 188Q: 3 clusters Score -2.960992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240641 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -29609924.000000 Penalty: 6148.702148
	Iteration 189Q: 3 clusters Score -2.960992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240641 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -29609940.000000 Penalty: 6148.702148
	Iteration 190Q: 3 clusters Score -2.960994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240639 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -29609936.000000 Penalty: 6148.702148
	Iteration 191Q: 3 clusters Score -2.960994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240639 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -29609936.000000 Penalty: 6148.702148
	Iteration 192F: 3 clusters Score -2.960994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Entering Unmasked Estep 
Score: -3927527.000000 Penalty: 2574.417480
	Iteration 0F: 2 clusters Score -3927527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -3905576.000000 Penalty: 5148.834961
	Iteration 0F: 3 clusters Score -3905576 nChanged 14448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -3913264.500000 Penalty: 5148.834961
	Iteration 1F: 3 clusters Score -3913264 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -3913766.500000 Penalty: 5148.834961
	Iteration 2Q: 3 clusters Score -3913766 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -3914200.250000 Penalty: 5148.834961
	Iteration 3Q: 3 clusters Score -3914200 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3914671.000000 Penalty: 5148.834961
	Iteration 4Q: 3 clusters Score -3914671 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -3915166.500000 Penalty: 5148.834961
	Iteration 5Q: 3 clusters Score -3915166 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -3915744.750000 Penalty: 5148.834961
	Iteration 6Q: 3 clusters Score -3915745 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -3916383.250000 Penalty: 5148.834961
	Iteration 7Q: 3 clusters Score -3916383 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -3917055.000000 Penalty: 5148.834961
	Iteration 8Q: 3 clusters Score -3917055 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -3917886.000000 Penalty: 5148.834961
	Iteration 9Q: 3 clusters Score -3917886 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -3918855.750000 Penalty: 5148.834961
	Iteration 10Q: 3 clusters Score -3918856 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -3919976.500000 Penalty: 5148.834961
	Iteration 11F: 3 clusters Score -3919976 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -3921180.500000 Penalty: 5148.834961
	Iteration 12F: 3 clusters Score -3921180 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -3922319.000000 Penalty: 5148.834961
	Iteration 13Q: 3 clusters Score -3922319 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3923219.000000 Penalty: 5148.834961
	Iteration 14Q: 3 clusters Score -3923219 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3923877.500000 Penalty: 5148.834961
	Iteration 15Q: 3 clusters Score -3923878 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3924344.000000 Penalty: 5148.834961
	Iteration 16Q: 3 clusters Score -3924344 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3924640.250000 Penalty: 5148.834961
	Iteration 17Q: 3 clusters Score -3924640 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3924825.750000 Penalty: 5148.834961
	Iteration 18Q: 3 clusters Score -3924826 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3924946.500000 Penalty: 5148.834961
	Iteration 19Q: 3 clusters Score -3924946 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3925045.500000 Penalty: 5148.834961
	Iteration 20F: 3 clusters Score -3925046 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3925102.250000 Penalty: 5148.834961
	Iteration 21Q: 3 clusters Score -3925102 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3925128.750000 Penalty: 5148.834961
	Iteration 22Q: 3 clusters Score -3925129 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3925152.750000 Penalty: 5148.834961
	Iteration 23Q: 3 clusters Score -3925153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3925175.500000 Penalty: 5148.834961
	Iteration 24Q: 3 clusters Score -3925176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3925191.250000 Penalty: 5148.834961
	Iteration 25Q: 3 clusters Score -3925191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3925201.000000 Penalty: 5148.834961
	Iteration 26Q: 3 clusters Score -3925201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3925205.000000 Penalty: 5148.834961
	Iteration 27Q: 3 clusters Score -3925205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3925218.500000 Penalty: 5148.834961
	Iteration 28Q: 3 clusters Score -3925218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3925222.250000 Penalty: 5148.834961
	Iteration 29Q: 3 clusters Score -3925222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3925228.500000 Penalty: 5148.834961
	Iteration 30Q: 3 clusters Score -3925228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3925230.000000 Penalty: 5148.834961
	Iteration 31Q: 3 clusters Score -3925230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3925235.000000 Penalty: 5148.834961
	Iteration 32Q: 3 clusters Score -3925235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3925237.750000 Penalty: 5148.834961
	Iteration 33Q: 3 clusters Score -3925238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3925235.750000 Penalty: 5148.834961
	Iteration 34Q: 3 clusters Score -3925236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3925239.250000 Penalty: 5148.834961
	Iteration 35Q: 3 clusters Score -3925239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3925242.250000 Penalty: 5148.834961
	Iteration 36Q: 3 clusters Score -3925242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3925241.750000 Penalty: 5148.834961
	Iteration 37Q: 3 clusters Score -3925242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3925241.750000 Penalty: 5148.834961
	Iteration 38F: 3 clusters Score -3925242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Entering Unmasked Estep 
Score: -1116732.250000 Penalty: 2269.557129
	Iteration 0F: 2 clusters Score -1116732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1109403.000000 Penalty: 4539.114258
	Iteration 0F: 3 clusters Score -1109403 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1111524.375000 Penalty: 4539.114258
	Iteration 1F: 3 clusters Score -1111524 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1111854.000000 Penalty: 4539.114258
	Iteration 2F: 3 clusters Score -1111854 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1112077.000000 Penalty: 4539.114258
	Iteration 3F: 3 clusters Score -1112077 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1112230.375000 Penalty: 4539.114258
	Iteration 4Q: 3 clusters Score -1112230 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1112352.625000 Penalty: 4539.114258
	Iteration 5Q: 3 clusters Score -1112353 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1112465.500000 Penalty: 4539.114258
	Iteration 6Q: 3 clusters Score -1112466 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1112561.625000 Penalty: 4539.114258
	Iteration 7Q: 3 clusters Score -1112562 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1112644.750000 Penalty: 4539.114258
	Iteration 8Q: 3 clusters Score -1112645 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1112729.875000 Penalty: 4539.114258
	Iteration 9Q: 3 clusters Score -1112730 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1112808.125000 Penalty: 4539.114258
	Iteration 10Q: 3 clusters Score -1112808 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1112865.000000 Penalty: 4539.114258
	Iteration 11Q: 3 clusters Score -1112865 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1112916.875000 Penalty: 4539.114258
	Iteration 12Q: 3 clusters Score -1112917 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1112968.500000 Penalty: 4539.114258
	Iteration 13Q: 3 clusters Score -1112968 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1113020.750000 Penalty: 4539.114258
	Iteration 14Q: 3 clusters Score -1113021 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1113064.875000 Penalty: 4539.114258
	Iteration 15Q: 3 clusters Score -1113065 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1113122.000000 Penalty: 4539.114258
	Iteration 16Q: 3 clusters Score -1113122 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1113176.875000 Penalty: 4539.114258
	Iteration 17Q: 3 clusters Score -1113177 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1113236.375000 Penalty: 4539.114258
	Iteration 18Q: 3 clusters Score -1113236 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1113292.625000 Penalty: 4539.114258
	Iteration 19Q: 3 clusters Score -1113293 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1113350.250000 Penalty: 4539.114258
	Iteration 20F: 3 clusters Score -1113350 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1113402.625000 Penalty: 4539.114258
	Iteration 21Q: 3 clusters Score -1113403 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1113465.125000 Penalty: 4539.114258
	Iteration 22Q: 3 clusters Score -1113465 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1113536.750000 Penalty: 4539.114258
	Iteration 23Q: 3 clusters Score -1113537 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1113612.750000 Penalty: 4539.114258
	Iteration 24Q: 3 clusters Score -1113613 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1113699.125000 Penalty: 4539.114258
	Iteration 25Q: 3 clusters Score -1113699 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1113772.125000 Penalty: 4539.114258
	Iteration 26Q: 3 clusters Score -1113772 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1113835.750000 Penalty: 4539.114258
	Iteration 27Q: 3 clusters Score -1113836 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1113889.625000 Penalty: 4539.114258
	Iteration 28Q: 3 clusters Score -1113890 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1113947.750000 Penalty: 4539.114258
	Iteration 29Q: 3 clusters Score -1113948 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1113994.250000 Penalty: 4539.114258
	Iteration 30Q: 3 clusters Score -1113994 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1114042.250000 Penalty: 4539.114258
	Iteration 31Q: 3 clusters Score -1114042 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1114077.000000 Penalty: 4539.114258
	Iteration 32Q: 3 clusters Score -1114077 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1114129.000000 Penalty: 4539.114258
	Iteration 33Q: 3 clusters Score -1114129 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1114178.750000 Penalty: 4539.114258
	Iteration 34Q: 3 clusters Score -1114179 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1114218.500000 Penalty: 4539.114258
	Iteration 35Q: 3 clusters Score -1114218 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1114272.750000 Penalty: 4539.114258
	Iteration 36Q: 3 clusters Score -1114273 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1114326.000000 Penalty: 4539.114258
	Iteration 37Q: 3 clusters Score -1114326 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1114366.250000 Penalty: 4539.114258
	Iteration 38Q: 3 clusters Score -1114366 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1114410.125000 Penalty: 4539.114258
	Iteration 39Q: 3 clusters Score -1114410 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1114448.375000 Penalty: 4539.114258
	Iteration 40F: 3 clusters Score -1114448 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1114484.375000 Penalty: 4539.114258
	Iteration 41Q: 3 clusters Score -1114484 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1114522.500000 Penalty: 4539.114258
	Iteration 42Q: 3 clusters Score -1114522 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1114554.625000 Penalty: 4539.114258
	Iteration 43Q: 3 clusters Score -1114555 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1114580.875000 Penalty: 4539.114258
	Iteration 44Q: 3 clusters Score -1114581 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1114599.000000 Penalty: 4539.114258
	Iteration 45Q: 3 clusters Score -1114599 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1114617.625000 Penalty: 4539.114258
	Iteration 46Q: 3 clusters Score -1114618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1114637.375000 Penalty: 4539.114258
	Iteration 47Q: 3 clusters Score -1114637 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1114645.250000 Penalty: 4539.114258
	Iteration 48Q: 3 clusters Score -1114645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1114653.375000 Penalty: 4539.114258
	Iteration 49Q: 3 clusters Score -1114653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1114661.375000 Penalty: 4539.114258
	Iteration 50Q: 3 clusters Score -1114661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1114667.750000 Penalty: 4539.114258
	Iteration 51Q: 3 clusters Score -1114668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1114678.000000 Penalty: 4539.114258
	Iteration 52Q: 3 clusters Score -1114678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1114681.625000 Penalty: 4539.114258
	Iteration 53Q: 3 clusters Score -1114682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1114688.375000 Penalty: 4539.114258
	Iteration 54Q: 3 clusters Score -1114688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1114694.125000 Penalty: 4539.114258
	Iteration 55Q: 3 clusters Score -1114694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1114701.000000 Penalty: 4539.114258
	Iteration 56Q: 3 clusters Score -1114701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1114709.125000 Penalty: 4539.114258
	Iteration 57Q: 3 clusters Score -1114709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1114712.000000 Penalty: 4539.114258
	Iteration 58Q: 3 clusters Score -1114712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1114720.625000 Penalty: 4539.114258
	Iteration 59Q: 3 clusters Score -1114721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1114732.250000 Penalty: 4539.114258
	Iteration 60F: 3 clusters Score -1114732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1114741.000000 Penalty: 4539.114258
	Iteration 61Q: 3 clusters Score -1114741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1114750.250000 Penalty: 4539.114258
	Iteration 62Q: 3 clusters Score -1114750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1114754.750000 Penalty: 4539.114258
	Iteration 63Q: 3 clusters Score -1114755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1114758.375000 Penalty: 4539.114258
	Iteration 64Q: 3 clusters Score -1114758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1114758.875000 Penalty: 4539.114258
	Iteration 65Q: 3 clusters Score -1114759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1114761.625000 Penalty: 4539.114258
	Iteration 66Q: 3 clusters Score -1114762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1114761.500000 Penalty: 4539.114258
	Iteration 67Q: 3 clusters Score -1114762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1114761.125000 Penalty: 4539.114258
	Iteration 68Q: 3 clusters Score -1114761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1114761.625000 Penalty: 4539.114258
	Iteration 69Q: 3 clusters Score -1114762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1114761.625000 Penalty: 4539.114258
	Iteration 70F: 3 clusters Score -1114762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (65362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65362 members 
Entering Unmasked Estep 
Score: -7429572.000000 Penalty: 2749.748535
	Iteration 0F: 2 clusters Score -7429572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -7385793.500000 Penalty: 5499.497070
	Iteration 0F: 3 clusters Score -7385794 nChanged 30451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -7403367.500000 Penalty: 5499.497070
	Iteration 1F: 3 clusters Score -7403368 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -7404906.000000 Penalty: 5499.497070
	Iteration 2F: 3 clusters Score -7404906 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -7407228.500000 Penalty: 5499.497070
	Iteration 3F: 3 clusters Score -7407228 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -7410595.000000 Penalty: 5499.497070
	Iteration 4F: 3 clusters Score -7410595 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49030 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -7414791.000000 Penalty: 5499.497070
	Iteration 5F: 3 clusters Score -7414791 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52962 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -7419135.500000 Penalty: 5499.497070
	Iteration 6F: 3 clusters Score -7419136 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56082 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -7422477.500000 Penalty: 5499.497070
	Iteration 7F: 3 clusters Score -7422478 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58110 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -7424532.500000 Penalty: 5499.497070
	Iteration 8Q: 3 clusters Score -7424532 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59361 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -7425627.500000 Penalty: 5499.497070
	Iteration 9Q: 3 clusters Score -7425628 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60258 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -7426307.500000 Penalty: 5499.497070
	Iteration 10Q: 3 clusters Score -7426308 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60918 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -7426739.000000 Penalty: 5499.497070
	Iteration 11Q: 3 clusters Score -7426739 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61422 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -7427033.000000 Penalty: 5499.497070
	Iteration 12Q: 3 clusters Score -7427033 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -7427245.500000 Penalty: 5499.497070
	Iteration 13Q: 3 clusters Score -7427246 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62109 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -7427371.000000 Penalty: 5499.497070
	Iteration 14Q: 3 clusters Score -7427371 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -7427468.500000 Penalty: 5499.497070
	Iteration 15Q: 3 clusters Score -7427468 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -7427550.000000 Penalty: 5499.497070
	Iteration 16Q: 3 clusters Score -7427550 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -7427626.500000 Penalty: 5499.497070
	Iteration 17Q: 3 clusters Score -7427626 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62879 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -7427688.500000 Penalty: 5499.497070
	Iteration 18Q: 3 clusters Score -7427688 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62982 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -7427728.000000 Penalty: 5499.497070
	Iteration 19Q: 3 clusters Score -7427728 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -7427768.000000 Penalty: 5499.497070
	Iteration 20F: 3 clusters Score -7427768 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -7427808.000000 Penalty: 5499.497070
	Iteration 21Q: 3 clusters Score -7427808 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63231 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7427831 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63277 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7427862 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63320 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -7427883.500000 Penalty: 5499.497070
	Iteration 24Q: 3 clusters Score -7427884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -7427892.500000 Penalty: 5499.497070
	Iteration 25Q: 3 clusters Score -7427892 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63376 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -7427914.000000 Penalty: 5499.497070
	Iteration 26Q: 3 clusters Score -7427914 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63413 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -7427940.500000 Penalty: 5499.497070
	Iteration 27Q: 3 clusters Score -7427940 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63447 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -7427964.000000 Penalty: 5499.497070
	Iteration 28Q: 3 clusters Score -7427964 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63472 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -7427969.500000 Penalty: 5499.497070
	Iteration 29Q: 3 clusters Score -7427970 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63499 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -7427992.000000 Penalty: 5499.497070
	Iteration 30Q: 3 clusters Score -7427992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63521 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7428006 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63543 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7427997 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63568 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7428021 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -7428012.500000 Penalty: 5499.497070
	Iteration 34Q: 3 clusters Score -7428012 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63610 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -7428022.500000 Penalty: 5499.497070
	Iteration 35Q: 3 clusters Score -7428022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63627 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -7428035.500000 Penalty: 5499.497070
	Iteration 36Q: 3 clusters Score -7428036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63650 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7428036 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63667 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7428042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63684 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -7428052.500000 Penalty: 5499.497070
	Iteration 39Q: 3 clusters Score -7428052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7428062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63708 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7428076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63718 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7428072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63724 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -7428081.500000 Penalty: 5499.497070
	Iteration 43Q: 3 clusters Score -7428082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63732 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7428087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63736 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7428075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63744 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7428093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63759 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7428099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63764 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7428100.500000 Penalty: 5499.497070
	Iteration 48Q: 3 clusters Score -7428100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -7428109.000000 Penalty: 5499.497070
	Iteration 49Q: 3 clusters Score -7428109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63782 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7428126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63794 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7428136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63801 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7428144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63814 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -7428140.000000 Penalty: 5499.497070
	Iteration 53Q: 3 clusters Score -7428140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7428148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7428148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63841 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -7428151.000000 Penalty: 5499.497070
	Iteration 56Q: 3 clusters Score -7428151 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7428150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7428166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -7428189.500000 Penalty: 5499.497070
	Iteration 59Q: 3 clusters Score -7428190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63881 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7428189 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63896 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7428211.500000 Penalty: 5499.497070
	Iteration 61Q: 3 clusters Score -7428212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63905 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7428238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63913 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -7428249.000000 Penalty: 5499.497070
	Iteration 63Q: 3 clusters Score -7428249 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63918 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7428252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63918 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7428266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63918 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -7428275.500000 Penalty: 5499.497070
	Iteration 66Q: 3 clusters Score -7428276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63916 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7428287.500000 Penalty: 5499.497070
	Iteration 67Q: 3 clusters Score -7428288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63921 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -7428298.000000 Penalty: 5499.497070
	Iteration 68Q: 3 clusters Score -7428298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63927 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7428310.000000 Penalty: 5499.497070
	Iteration 69Q: 3 clusters Score -7428310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63929 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -7428314.000000 Penalty: 5499.497070
	Iteration 70Q: 3 clusters Score -7428314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63926 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -7428346.000000 Penalty: 5499.497070
	Iteration 71Q: 3 clusters Score -7428346 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63939 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -7428370.500000 Penalty: 5499.497070
	Iteration 72Q: 3 clusters Score -7428370 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63936 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -7428380.000000 Penalty: 5499.497070
	Iteration 73Q: 3 clusters Score -7428380 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63925 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -7428393.500000 Penalty: 5499.497070
	Iteration 74Q: 3 clusters Score -7428394 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63918 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -7428417.500000 Penalty: 5499.497070
	Iteration 75Q: 3 clusters Score -7428418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63905 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -7428421.500000 Penalty: 5499.497070
	Iteration 76Q: 3 clusters Score -7428422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63896 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7428440.500000 Penalty: 5499.497070
	Iteration 77Q: 3 clusters Score -7428440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63884 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -7428461.500000 Penalty: 5499.497070
	Iteration 78Q: 3 clusters Score -7428462 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63891 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -7428491.000000 Penalty: 5499.497070
	Iteration 79Q: 3 clusters Score -7428491 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63899 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -7428525.500000 Penalty: 5499.497070
	Iteration 80F: 3 clusters Score -7428526 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63913 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -7428556.500000 Penalty: 5499.497070
	Iteration 81Q: 3 clusters Score -7428556 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63910 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -7428575.500000 Penalty: 5499.497070
	Iteration 82Q: 3 clusters Score -7428576 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63896 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7428604.000000 Penalty: 5499.497070
	Iteration 83Q: 3 clusters Score -7428604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63884 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -7428630.000000 Penalty: 5499.497070
	Iteration 84Q: 3 clusters Score -7428630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63872 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -7428645.000000 Penalty: 5499.497070
	Iteration 85Q: 3 clusters Score -7428645 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63867 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -7428655.000000 Penalty: 5499.497070
	Iteration 86Q: 3 clusters Score -7428655 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63876 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -7428670.500000 Penalty: 5499.497070
	Iteration 87Q: 3 clusters Score -7428670 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63870 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -7428704.500000 Penalty: 5499.497070
	Iteration 88Q: 3 clusters Score -7428704 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63863 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -7428709.500000 Penalty: 5499.497070
	Iteration 89Q: 3 clusters Score -7428710 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -7428767.500000 Penalty: 5499.497070
	Iteration 90Q: 3 clusters Score -7428768 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63845 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -7428796.500000 Penalty: 5499.497070
	Iteration 91Q: 3 clusters Score -7428796 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -7428819.500000 Penalty: 5499.497070
	Iteration 92Q: 3 clusters Score -7428820 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63811 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -7428866.000000 Penalty: 5499.497070
	Iteration 93Q: 3 clusters Score -7428866 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63789 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -7428884.500000 Penalty: 5499.497070
	Iteration 94Q: 3 clusters Score -7428884 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63767 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -7428929.500000 Penalty: 5499.497070
	Iteration 95Q: 3 clusters Score -7428930 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63739 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -7428947.500000 Penalty: 5499.497070
	Iteration 96Q: 3 clusters Score -7428948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63720 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -7428962.000000 Penalty: 5499.497070
	Iteration 97Q: 3 clusters Score -7428962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -7428972.500000 Penalty: 5499.497070
	Iteration 98Q: 3 clusters Score -7428972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63695 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -7428976.500000 Penalty: 5499.497070
	Iteration 99Q: 3 clusters Score -7428976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -7428997.500000 Penalty: 5499.497070
	Iteration 100F: 3 clusters Score -7428998 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63667 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -7429025.000000 Penalty: 5499.497070
	Iteration 101Q: 3 clusters Score -7429025 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63630 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -7429045.000000 Penalty: 5499.497070
	Iteration 102Q: 3 clusters Score -7429045 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -7429052.000000 Penalty: 5499.497070
	Iteration 103Q: 3 clusters Score -7429052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63587 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -7429065.000000 Penalty: 5499.497070
	Iteration 104Q: 3 clusters Score -7429065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63572 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -7429078.000000 Penalty: 5499.497070
	Iteration 105Q: 3 clusters Score -7429078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -7429092.500000 Penalty: 5499.497070
	Iteration 106Q: 3 clusters Score -7429092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7429089.000000 Penalty: 5499.497070
	Iteration 107Q: 3 clusters Score -7429089 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7429079.500000 Penalty: 5499.497070
	Iteration 108Q: 3 clusters Score -7429080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63564 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -7429093.500000 Penalty: 5499.497070
	Iteration 109Q: 3 clusters Score -7429094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7429090.000000 Penalty: 5499.497070
	Iteration 110Q: 3 clusters Score -7429090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63563 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -7429089.000000 Penalty: 5499.497070
	Iteration 111Q: 3 clusters Score -7429089 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63563 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -7429095.000000 Penalty: 5499.497070
	Iteration 112Q: 3 clusters Score -7429095 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63563 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -7429095.000000 Penalty: 5499.497070
	Iteration 113F: 3 clusters Score -7429095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Entering Unmasked Estep 
Score: -3158676.750000 Penalty: 2519.187256
	Iteration 0F: 2 clusters Score -3158677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -3140930.750000 Penalty: 5038.374512
	Iteration 0F: 3 clusters Score -3140931 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -3147153.250000 Penalty: 5038.374512
	Iteration 1F: 3 clusters Score -3147153 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -3147700.250000 Penalty: 5038.374512
	Iteration 2F: 3 clusters Score -3147700 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -3148200.750000 Penalty: 5038.374512
	Iteration 3Q: 3 clusters Score -3148201 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -3148807.500000 Penalty: 5038.374512
	Iteration 4Q: 3 clusters Score -3148808 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -3149402.750000 Penalty: 5038.374512
	Iteration 5Q: 3 clusters Score -3149403 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -3150092.250000 Penalty: 5038.374512
	Iteration 6F: 3 clusters Score -3150092 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -3150788.250000 Penalty: 5038.374512
	Iteration 7F: 3 clusters Score -3150788 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -3151614.500000 Penalty: 5038.374512
	Iteration 8F: 3 clusters Score -3151614 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -3152532.250000 Penalty: 5038.374512
	Iteration 9F: 3 clusters Score -3152532 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -3153456.250000 Penalty: 5038.374512
	Iteration 10Q: 3 clusters Score -3153456 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -3154176.500000 Penalty: 5038.374512
	Iteration 11Q: 3 clusters Score -3154176 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -3154691.750000 Penalty: 5038.374512
	Iteration 12Q: 3 clusters Score -3154692 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -3154994.750000 Penalty: 5038.374512
	Iteration 13Q: 3 clusters Score -3154995 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -3155202.250000 Penalty: 5038.374512
	Iteration 14Q: 3 clusters Score -3155202 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -3155341.750000 Penalty: 5038.374512
	Iteration 15Q: 3 clusters Score -3155342 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -3155473.250000 Penalty: 5038.374512
	Iteration 16Q: 3 clusters Score -3155473 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3155568.000000 Penalty: 5038.374512
	Iteration 17Q: 3 clusters Score -3155568 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -3155666.500000 Penalty: 5038.374512
	Iteration 18Q: 3 clusters Score -3155666 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -3155737.750000 Penalty: 5038.374512
	Iteration 19Q: 3 clusters Score -3155738 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3155836.500000 Penalty: 5038.374512
	Iteration 20F: 3 clusters Score -3155836 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3155911.250000 Penalty: 5038.374512
	Iteration 21Q: 3 clusters Score -3155911 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3156014.000000 Penalty: 5038.374512
	Iteration 22Q: 3 clusters Score -3156014 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3156109.000000 Penalty: 5038.374512
	Iteration 23Q: 3 clusters Score -3156109 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3156205.500000 Penalty: 5038.374512
	Iteration 24Q: 3 clusters Score -3156206 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3156311.750000 Penalty: 5038.374512
	Iteration 25Q: 3 clusters Score -3156312 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3156399.500000 Penalty: 5038.374512
	Iteration 26Q: 3 clusters Score -3156400 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3156477.500000 Penalty: 5038.374512
	Iteration 27Q: 3 clusters Score -3156478 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3156540.250000 Penalty: 5038.374512
	Iteration 28Q: 3 clusters Score -3156540 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3156599.000000 Penalty: 5038.374512
	Iteration 29Q: 3 clusters Score -3156599 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3156658.750000 Penalty: 5038.374512
	Iteration 30Q: 3 clusters Score -3156659 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3156720.500000 Penalty: 5038.374512
	Iteration 31Q: 3 clusters Score -3156720 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3156736.250000 Penalty: 5038.374512
	Iteration 32Q: 3 clusters Score -3156736 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3156771.000000 Penalty: 5038.374512
	Iteration 33Q: 3 clusters Score -3156771 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3156786.250000 Penalty: 5038.374512
	Iteration 34Q: 3 clusters Score -3156786 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3156816.000000 Penalty: 5038.374512
	Iteration 35Q: 3 clusters Score -3156816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3156841.500000 Penalty: 5038.374512
	Iteration 36Q: 3 clusters Score -3156842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3156858.000000 Penalty: 5038.374512
	Iteration 37Q: 3 clusters Score -3156858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3156870.750000 Penalty: 5038.374512
	Iteration 38Q: 3 clusters Score -3156871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3156879.250000 Penalty: 5038.374512
	Iteration 39Q: 3 clusters Score -3156879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3156890.000000 Penalty: 5038.374512
	Iteration 40F: 3 clusters Score -3156890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3156898.250000 Penalty: 5038.374512
	Iteration 41Q: 3 clusters Score -3156898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3156903.000000 Penalty: 5038.374512
	Iteration 42Q: 3 clusters Score -3156903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3156907.500000 Penalty: 5038.374512
	Iteration 43Q: 3 clusters Score -3156908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3156908.750000 Penalty: 5038.374512
	Iteration 44Q: 3 clusters Score -3156909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3156911.000000 Penalty: 5038.374512
	Iteration 45Q: 3 clusters Score -3156911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3156913.000000 Penalty: 5038.374512
	Iteration 46Q: 3 clusters Score -3156913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3156912.250000 Penalty: 5038.374512
	Iteration 47Q: 3 clusters Score -3156912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3156912.750000 Penalty: 5038.374512
	Iteration 48Q: 3 clusters Score -3156913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3156910.500000 Penalty: 5038.374512
	Iteration 49Q: 3 clusters Score -3156910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3156916.000000 Penalty: 5038.374512
	Iteration 50Q: 3 clusters Score -3156916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3156912.750000 Penalty: 5038.374512
	Iteration 51Q: 3 clusters Score -3156913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3156913.500000 Penalty: 5038.374512
	Iteration 52Q: 3 clusters Score -3156914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3156913.500000 Penalty: 5038.374512
	Iteration 53F: 3 clusters Score -3156914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Entering Unmasked Estep 
Score: -3712665.750000 Penalty: 2559.439697
	Iteration 0F: 2 clusters Score -3712666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -3691919.250000 Penalty: 5118.879395
	Iteration 0F: 3 clusters Score -3691919 nChanged 13668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -3699609.000000 Penalty: 5118.879395
	Iteration 1F: 3 clusters Score -3699609 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -3700400.750000 Penalty: 5118.879395
	Iteration 2F: 3 clusters Score -3700401 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -3701417.000000 Penalty: 5118.879395
	Iteration 3F: 3 clusters Score -3701417 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -3702758.500000 Penalty: 5118.879395
	Iteration 4F: 3 clusters Score -3702758 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -3704256.500000 Penalty: 5118.879395
	Iteration 5F: 3 clusters Score -3704256 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -3706023.000000 Penalty: 5118.879395
	Iteration 6F: 3 clusters Score -3706023 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3707660.000000 Penalty: 5118.879395
	Iteration 7F: 3 clusters Score -3707660 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3708841.000000 Penalty: 5118.879395
	Iteration 8Q: 3 clusters Score -3708841 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3709521.000000 Penalty: 5118.879395
	Iteration 9Q: 3 clusters Score -3709521 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3709904.750000 Penalty: 5118.879395
	Iteration 10Q: 3 clusters Score -3709905 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3710116.250000 Penalty: 5118.879395
	Iteration 11Q: 3 clusters Score -3710116 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3710189.000000 Penalty: 5118.879395
	Iteration 12Q: 3 clusters Score -3710189 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3710258.500000 Penalty: 5118.879395
	Iteration 13Q: 3 clusters Score -3710258 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3710298.750000 Penalty: 5118.879395
	Iteration 14Q: 3 clusters Score -3710299 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3710337.000000 Penalty: 5118.879395
	Iteration 15Q: 3 clusters Score -3710337 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3710387.500000 Penalty: 5118.879395
	Iteration 16Q: 3 clusters Score -3710388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3710409.500000 Penalty: 5118.879395
	Iteration 17Q: 3 clusters Score -3710410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3710432.750000 Penalty: 5118.879395
	Iteration 18Q: 3 clusters Score -3710433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3710454.500000 Penalty: 5118.879395
	Iteration 19Q: 3 clusters Score -3710454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3710471.750000 Penalty: 5118.879395
	Iteration 20F: 3 clusters Score -3710472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3710482.250000 Penalty: 5118.879395
	Iteration 21Q: 3 clusters Score -3710482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3710491.250000 Penalty: 5118.879395
	Iteration 22Q: 3 clusters Score -3710491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3710498.750000 Penalty: 5118.879395
	Iteration 23Q: 3 clusters Score -3710499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3710503.500000 Penalty: 5118.879395
	Iteration 24Q: 3 clusters Score -3710504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3710503.250000 Penalty: 5118.879395
	Iteration 25Q: 3 clusters Score -3710503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3710504.250000 Penalty: 5118.879395
	Iteration 26Q: 3 clusters Score -3710504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3710510.250000 Penalty: 5118.879395
	Iteration 27Q: 3 clusters Score -3710510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3710512.000000 Penalty: 5118.879395
	Iteration 28Q: 3 clusters Score -3710512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3710514.500000 Penalty: 5118.879395
	Iteration 29Q: 3 clusters Score -3710514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3710514.500000 Penalty: 5118.879395
	Iteration 30F: 3 clusters Score -3710514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Entering Unmasked Estep 
Score: -4755337.000000 Penalty: 2620.724365
	Iteration 0F: 2 clusters Score -4755337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -4728981.000000 Penalty: 5241.448730
	Iteration 0F: 3 clusters Score -4728981 nChanged 17831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -4738676.000000 Penalty: 5241.448730
	Iteration 1F: 3 clusters Score -4738676 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -4739374.000000 Penalty: 5241.448730
	Iteration 2Q: 3 clusters Score -4739374 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -4740166.000000 Penalty: 5241.448730
	Iteration 3Q: 3 clusters Score -4740166 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -4741277.000000 Penalty: 5241.448730
	Iteration 4F: 3 clusters Score -4741277 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -4743028.000000 Penalty: 5241.448730
	Iteration 5F: 3 clusters Score -4743028 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -4745364.500000 Penalty: 5241.448730
	Iteration 6F: 3 clusters Score -4745364 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -4747854.000000 Penalty: 5241.448730
	Iteration 7F: 3 clusters Score -4747854 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -4749842.000000 Penalty: 5241.448730
	Iteration 8F: 3 clusters Score -4749842 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -4751299.000000 Penalty: 5241.448730
	Iteration 9Q: 3 clusters Score -4751299 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -4752135.000000 Penalty: 5241.448730
	Iteration 10Q: 3 clusters Score -4752135 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -4752561.500000 Penalty: 5241.448730
	Iteration 11Q: 3 clusters Score -4752562 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -4752826.000000 Penalty: 5241.448730
	Iteration 12Q: 3 clusters Score -4752826 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -4752974.000000 Penalty: 5241.448730
	Iteration 13Q: 3 clusters Score -4752974 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -4753047.500000 Penalty: 5241.448730
	Iteration 14Q: 3 clusters Score -4753048 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -4753111.000000 Penalty: 5241.448730
	Iteration 15Q: 3 clusters Score -4753111 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -4753156.000000 Penalty: 5241.448730
	Iteration 16Q: 3 clusters Score -4753156 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -4753182.000000 Penalty: 5241.448730
	Iteration 17Q: 3 clusters Score -4753182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -4753194.500000 Penalty: 5241.448730
	Iteration 18Q: 3 clusters Score -4753194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -4753206.000000 Penalty: 5241.448730
	Iteration 19Q: 3 clusters Score -4753206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -4753214.500000 Penalty: 5241.448730
	Iteration 20F: 3 clusters Score -4753214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -4753226.000000 Penalty: 5241.448730
	Iteration 21Q: 3 clusters Score -4753226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -4753226.000000 Penalty: 5241.448730
	Iteration 22Q: 3 clusters Score -4753226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -4753234.000000 Penalty: 5241.448730
	Iteration 23Q: 3 clusters Score -4753234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -4753235.000000 Penalty: 5241.448730
	Iteration 24Q: 3 clusters Score -4753235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -4753247.000000 Penalty: 5241.448730
	Iteration 25Q: 3 clusters Score -4753247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -4753251.500000 Penalty: 5241.448730
	Iteration 26Q: 3 clusters Score -4753252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -4753246.500000 Penalty: 5241.448730
	Iteration 27Q: 3 clusters Score -4753246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -4753249.000000 Penalty: 5241.448730
	Iteration 28Q: 3 clusters Score -4753249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -4753250.000000 Penalty: 5241.448730
	Iteration 29Q: 3 clusters Score -4753250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -4753251.000000 Penalty: 5241.448730
	Iteration 30Q: 3 clusters Score -4753251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -4753251.000000 Penalty: 5241.448730
	Iteration 31Q: 3 clusters Score -4753251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -4753255.500000 Penalty: 5241.448730
	Iteration 32Q: 3 clusters Score -4753256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -4753255.000000 Penalty: 5241.448730
	Iteration 33Q: 3 clusters Score -4753255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -4753255.000000 Penalty: 5241.448730
	Iteration 34F: 3 clusters Score -4753255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Entering Unmasked Estep 
Score: -1512422.875000 Penalty: 2338.609619
	Iteration 0F: 2 clusters Score -1512423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1503122.750000 Penalty: 4677.219238
	Iteration 0F: 3 clusters Score -1503123 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1506003.375000 Penalty: 4677.219238
	Iteration 1F: 3 clusters Score -1506003 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1506396.250000 Penalty: 4677.219238
	Iteration 2F: 3 clusters Score -1506396 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1506789.000000 Penalty: 4677.219238
	Iteration 3F: 3 clusters Score -1506789 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1507141.625000 Penalty: 4677.219238
	Iteration 4F: 3 clusters Score -1507142 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1507476.250000 Penalty: 4677.219238
	Iteration 5Q: 3 clusters Score -1507476 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1507768.375000 Penalty: 4677.219238
	Iteration 6Q: 3 clusters Score -1507768 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1507995.375000 Penalty: 4677.219238
	Iteration 7Q: 3 clusters Score -1507995 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1508188.875000 Penalty: 4677.219238
	Iteration 8Q: 3 clusters Score -1508189 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1508367.375000 Penalty: 4677.219238
	Iteration 9Q: 3 clusters Score -1508367 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1508501.250000 Penalty: 4677.219238
	Iteration 10Q: 3 clusters Score -1508501 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1508578.000000 Penalty: 4677.219238
	Iteration 11Q: 3 clusters Score -1508578 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1508635.625000 Penalty: 4677.219238
	Iteration 12Q: 3 clusters Score -1508636 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1508689.875000 Penalty: 4677.219238
	Iteration 13Q: 3 clusters Score -1508690 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1508725.250000 Penalty: 4677.219238
	Iteration 14Q: 3 clusters Score -1508725 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1508755.625000 Penalty: 4677.219238
	Iteration 15Q: 3 clusters Score -1508756 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1508793.250000 Penalty: 4677.219238
	Iteration 16Q: 3 clusters Score -1508793 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1508831.500000 Penalty: 4677.219238
	Iteration 17Q: 3 clusters Score -1508832 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1508867.375000 Penalty: 4677.219238
	Iteration 18Q: 3 clusters Score -1508867 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1508895.500000 Penalty: 4677.219238
	Iteration 19Q: 3 clusters Score -1508896 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1508917.250000 Penalty: 4677.219238
	Iteration 20F: 3 clusters Score -1508917 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1508936.125000 Penalty: 4677.219238
	Iteration 21Q: 3 clusters Score -1508936 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1508958.500000 Penalty: 4677.219238
	Iteration 22Q: 3 clusters Score -1508958 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1508969.250000 Penalty: 4677.219238
	Iteration 23Q: 3 clusters Score -1508969 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1508980.000000 Penalty: 4677.219238
	Iteration 24Q: 3 clusters Score -1508980 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1508987.250000 Penalty: 4677.219238
	Iteration 25Q: 3 clusters Score -1508987 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1509000.250000 Penalty: 4677.219238
	Iteration 26Q: 3 clusters Score -1509000 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1509008.500000 Penalty: 4677.219238
	Iteration 27Q: 3 clusters Score -1509008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1509020.125000 Penalty: 4677.219238
	Iteration 28Q: 3 clusters Score -1509020 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1509025.375000 Penalty: 4677.219238
	Iteration 29Q: 3 clusters Score -1509025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1509031.375000 Penalty: 4677.219238
	Iteration 30Q: 3 clusters Score -1509031 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1509039.375000 Penalty: 4677.219238
	Iteration 31Q: 3 clusters Score -1509039 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1509045.000000 Penalty: 4677.219238
	Iteration 32Q: 3 clusters Score -1509045 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1509052.750000 Penalty: 4677.219238
	Iteration 33Q: 3 clusters Score -1509053 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1509070.250000 Penalty: 4677.219238
	Iteration 34Q: 3 clusters Score -1509070 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1509071.375000 Penalty: 4677.219238
	Iteration 35Q: 3 clusters Score -1509071 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1509076.500000 Penalty: 4677.219238
	Iteration 36Q: 3 clusters Score -1509076 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1509096.250000 Penalty: 4677.219238
	Iteration 37Q: 3 clusters Score -1509096 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1509108.000000 Penalty: 4677.219238
	Iteration 38Q: 3 clusters Score -1509108 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1509132.875000 Penalty: 4677.219238
	Iteration 39Q: 3 clusters Score -1509133 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1509154.000000 Penalty: 4677.219238
	Iteration 40F: 3 clusters Score -1509154 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1509185.875000 Penalty: 4677.219238
	Iteration 41Q: 3 clusters Score -1509186 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1509224.500000 Penalty: 4677.219238
	Iteration 42Q: 3 clusters Score -1509224 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1509275.375000 Penalty: 4677.219238
	Iteration 43Q: 3 clusters Score -1509275 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1509323.500000 Penalty: 4677.219238
	Iteration 44Q: 3 clusters Score -1509324 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1509379.875000 Penalty: 4677.219238
	Iteration 45Q: 3 clusters Score -1509380 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1509437.375000 Penalty: 4677.219238
	Iteration 46Q: 3 clusters Score -1509437 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1509493.125000 Penalty: 4677.219238
	Iteration 47Q: 3 clusters Score -1509493 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1509574.000000 Penalty: 4677.219238
	Iteration 48Q: 3 clusters Score -1509574 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1509638.125000 Penalty: 4677.219238
	Iteration 49Q: 3 clusters Score -1509638 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1509687.500000 Penalty: 4677.219238
	Iteration 50Q: 3 clusters Score -1509688 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1509738.875000 Penalty: 4677.219238
	Iteration 51Q: 3 clusters Score -1509739 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1509776.750000 Penalty: 4677.219238
	Iteration 52Q: 3 clusters Score -1509777 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1509812.750000 Penalty: 4677.219238
	Iteration 53Q: 3 clusters Score -1509813 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1509858.750000 Penalty: 4677.219238
	Iteration 54Q: 3 clusters Score -1509859 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1509914.875000 Penalty: 4677.219238
	Iteration 55Q: 3 clusters Score -1509915 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1509971.625000 Penalty: 4677.219238
	Iteration 56Q: 3 clusters Score -1509972 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1510028.625000 Penalty: 4677.219238
	Iteration 57Q: 3 clusters Score -1510029 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1510058.875000 Penalty: 4677.219238
	Iteration 58Q: 3 clusters Score -1510059 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1510091.625000 Penalty: 4677.219238
	Iteration 59Q: 3 clusters Score -1510092 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1510110.250000 Penalty: 4677.219238
	Iteration 60F: 3 clusters Score -1510110 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1510133.250000 Penalty: 4677.219238
	Iteration 61Q: 3 clusters Score -1510133 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1510158.125000 Penalty: 4677.219238
	Iteration 62Q: 3 clusters Score -1510158 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1510189.500000 Penalty: 4677.219238
	Iteration 63Q: 3 clusters Score -1510190 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1510215.375000 Penalty: 4677.219238
	Iteration 64Q: 3 clusters Score -1510215 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1510232.875000 Penalty: 4677.219238
	Iteration 65Q: 3 clusters Score -1510233 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1510246.250000 Penalty: 4677.219238
	Iteration 66Q: 3 clusters Score -1510246 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1510270.500000 Penalty: 4677.219238
	Iteration 67Q: 3 clusters Score -1510270 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1510296.875000 Penalty: 4677.219238
	Iteration 68Q: 3 clusters Score -1510297 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1510327.125000 Penalty: 4677.219238
	Iteration 69Q: 3 clusters Score -1510327 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1510352.250000 Penalty: 4677.219238
	Iteration 70Q: 3 clusters Score -1510352 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1510373.500000 Penalty: 4677.219238
	Iteration 71Q: 3 clusters Score -1510374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1510389.000000 Penalty: 4677.219238
	Iteration 72Q: 3 clusters Score -1510389 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1510397.375000 Penalty: 4677.219238
	Iteration 73Q: 3 clusters Score -1510397 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1510405.250000 Penalty: 4677.219238
	Iteration 74Q: 3 clusters Score -1510405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1510408.375000 Penalty: 4677.219238
	Iteration 75Q: 3 clusters Score -1510408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1510420.000000 Penalty: 4677.219238
	Iteration 76Q: 3 clusters Score -1510420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1510425.500000 Penalty: 4677.219238
	Iteration 77Q: 3 clusters Score -1510426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1510429.000000 Penalty: 4677.219238
	Iteration 78Q: 3 clusters Score -1510429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1510433.625000 Penalty: 4677.219238
	Iteration 79Q: 3 clusters Score -1510434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1510436.125000 Penalty: 4677.219238
	Iteration 80F: 3 clusters Score -1510436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1510440.750000 Penalty: 4677.219238
	Iteration 81Q: 3 clusters Score -1510441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1510446.000000 Penalty: 4677.219238
	Iteration 82Q: 3 clusters Score -1510446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1510450.625000 Penalty: 4677.219238
	Iteration 83Q: 3 clusters Score -1510451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1510454.375000 Penalty: 4677.219238
	Iteration 84Q: 3 clusters Score -1510454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1510455.375000 Penalty: 4677.219238
	Iteration 85Q: 3 clusters Score -1510455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1510460.625000 Penalty: 4677.219238
	Iteration 86Q: 3 clusters Score -1510461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1510462.875000 Penalty: 4677.219238
	Iteration 87Q: 3 clusters Score -1510463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1510469.125000 Penalty: 4677.219238
	Iteration 88Q: 3 clusters Score -1510469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1510475.250000 Penalty: 4677.219238
	Iteration 89Q: 3 clusters Score -1510475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1510473.625000 Penalty: 4677.219238
	Iteration 90Q: 3 clusters Score -1510474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1510479.625000 Penalty: 4677.219238
	Iteration 91Q: 3 clusters Score -1510480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1510480.250000 Penalty: 4677.219238
	Iteration 92Q: 3 clusters Score -1510480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1510485.750000 Penalty: 4677.219238
	Iteration 93Q: 3 clusters Score -1510486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1510495.625000 Penalty: 4677.219238
	Iteration 94Q: 3 clusters Score -1510496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1510496.375000 Penalty: 4677.219238
	Iteration 95Q: 3 clusters Score -1510496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1510500.875000 Penalty: 4677.219238
	Iteration 96Q: 3 clusters Score -1510501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1510502.000000 Penalty: 4677.219238
	Iteration 97Q: 3 clusters Score -1510502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1510508.750000 Penalty: 4677.219238
	Iteration 98Q: 3 clusters Score -1510509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1510507.750000 Penalty: 4677.219238
	Iteration 99Q: 3 clusters Score -1510508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1510509.875000 Penalty: 4677.219238
	Iteration 100F: 3 clusters Score -1510510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1510524.750000 Penalty: 4677.219238
	Iteration 101Q: 3 clusters Score -1510525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1510531.125000 Penalty: 4677.219238
	Iteration 102Q: 3 clusters Score -1510531 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1510541.750000 Penalty: 4677.219238
	Iteration 103Q: 3 clusters Score -1510542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1510549.500000 Penalty: 4677.219238
	Iteration 104Q: 3 clusters Score -1510550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1510563.875000 Penalty: 4677.219238
	Iteration 105Q: 3 clusters Score -1510564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1510579.875000 Penalty: 4677.219238
	Iteration 106Q: 3 clusters Score -1510580 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1510599.000000 Penalty: 4677.219238
	Iteration 107Q: 3 clusters Score -1510599 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1510620.250000 Penalty: 4677.219238
	Iteration 108Q: 3 clusters Score -1510620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1510648.500000 Penalty: 4677.219238
	Iteration 109Q: 3 clusters Score -1510648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1510663.250000 Penalty: 4677.219238
	Iteration 110Q: 3 clusters Score -1510663 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1510682.125000 Penalty: 4677.219238
	Iteration 111Q: 3 clusters Score -1510682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1510701.750000 Penalty: 4677.219238
	Iteration 112Q: 3 clusters Score -1510702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1510713.250000 Penalty: 4677.219238
	Iteration 113Q: 3 clusters Score -1510713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1510724.000000 Penalty: 4677.219238
	Iteration 114Q: 3 clusters Score -1510724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1510731.375000 Penalty: 4677.219238
	Iteration 115Q: 3 clusters Score -1510731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1510739.000000 Penalty: 4677.219238
	Iteration 116Q: 3 clusters Score -1510739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1510741.500000 Penalty: 4677.219238
	Iteration 117Q: 3 clusters Score -1510742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1510739.250000 Penalty: 4677.219238
	Iteration 118Q: 3 clusters Score -1510739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1510744.375000 Penalty: 4677.219238
	Iteration 119Q: 3 clusters Score -1510744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1510748.500000 Penalty: 4677.219238
	Iteration 120F: 3 clusters Score -1510748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1510749.125000 Penalty: 4677.219238
	Iteration 121Q: 3 clusters Score -1510749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1510747.750000 Penalty: 4677.219238
	Iteration 122Q: 3 clusters Score -1510748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1510748.375000 Penalty: 4677.219238
	Iteration 123Q: 3 clusters Score -1510748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1510748.125000 Penalty: 4677.219238
	Iteration 124Q: 3 clusters Score -1510748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1510748.750000 Penalty: 4677.219238
	Iteration 125Q: 3 clusters Score -1510749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1510751.125000 Penalty: 4677.219238
	Iteration 126Q: 3 clusters Score -1510751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1510753.500000 Penalty: 4677.219238
	Iteration 127Q: 3 clusters Score -1510754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1510753.500000 Penalty: 4677.219238
	Iteration 128F: 3 clusters Score -1510754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Entering Unmasked Estep 
Score: -2734448.000000 Penalty: 2486.166260
	Iteration 0F: 2 clusters Score -2734448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2718895.500000 Penalty: 4972.332520
	Iteration 0F: 3 clusters Score -2718896 nChanged 9916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2724227.750000 Penalty: 4972.332520
	Iteration 1F: 3 clusters Score -2724228 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2724814.750000 Penalty: 4972.332520
	Iteration 2F: 3 clusters Score -2724815 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2725340.500000 Penalty: 4972.332520
	Iteration 3F: 3 clusters Score -2725340 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2725782.750000 Penalty: 4972.332520
	Iteration 4Q: 3 clusters Score -2725783 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2726236.250000 Penalty: 4972.332520
	Iteration 5Q: 3 clusters Score -2726236 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2726614.500000 Penalty: 4972.332520
	Iteration 6Q: 3 clusters Score -2726614 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2726941.500000 Penalty: 4972.332520
	Iteration 7Q: 3 clusters Score -2726942 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2727211.750000 Penalty: 4972.332520
	Iteration 8Q: 3 clusters Score -2727212 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2727434.000000 Penalty: 4972.332520
	Iteration 9Q: 3 clusters Score -2727434 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2727618.250000 Penalty: 4972.332520
	Iteration 10Q: 3 clusters Score -2727618 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2727832.500000 Penalty: 4972.332520
	Iteration 11Q: 3 clusters Score -2727832 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2728046.000000 Penalty: 4972.332520
	Iteration 12Q: 3 clusters Score -2728046 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2728307.750000 Penalty: 4972.332520
	Iteration 13Q: 3 clusters Score -2728308 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2728640.500000 Penalty: 4972.332520
	Iteration 14Q: 3 clusters Score -2728640 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2729022.000000 Penalty: 4972.332520
	Iteration 15Q: 3 clusters Score -2729022 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2729466.000000 Penalty: 4972.332520
	Iteration 16Q: 3 clusters Score -2729466 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2729972.000000 Penalty: 4972.332520
	Iteration 17Q: 3 clusters Score -2729972 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2730472.250000 Penalty: 4972.332520
	Iteration 18Q: 3 clusters Score -2730472 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2730919.750000 Penalty: 4972.332520
	Iteration 19Q: 3 clusters Score -2730920 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2731268.250000 Penalty: 4972.332520
	Iteration 20F: 3 clusters Score -2731268 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2731500.750000 Penalty: 4972.332520
	Iteration 21Q: 3 clusters Score -2731501 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2731670.000000 Penalty: 4972.332520
	Iteration 22Q: 3 clusters Score -2731670 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2731800.250000 Penalty: 4972.332520
	Iteration 23Q: 3 clusters Score -2731800 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2731900.000000 Penalty: 4972.332520
	Iteration 24Q: 3 clusters Score -2731900 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2731976.750000 Penalty: 4972.332520
	Iteration 25Q: 3 clusters Score -2731977 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2732016.000000 Penalty: 4972.332520
	Iteration 26Q: 3 clusters Score -2732016 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2732067.750000 Penalty: 4972.332520
	Iteration 27Q: 3 clusters Score -2732068 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2732105.750000 Penalty: 4972.332520
	Iteration 28Q: 3 clusters Score -2732106 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2732147.500000 Penalty: 4972.332520
	Iteration 29Q: 3 clusters Score -2732148 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2732186.750000 Penalty: 4972.332520
	Iteration 30Q: 3 clusters Score -2732187 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2732209.250000 Penalty: 4972.332520
	Iteration 31Q: 3 clusters Score -2732209 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2732232.750000 Penalty: 4972.332520
	Iteration 32Q: 3 clusters Score -2732233 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2732255.750000 Penalty: 4972.332520
	Iteration 33Q: 3 clusters Score -2732256 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2732279.250000 Penalty: 4972.332520
	Iteration 34Q: 3 clusters Score -2732279 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2732291.250000 Penalty: 4972.332520
	Iteration 35Q: 3 clusters Score -2732291 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2732305.250000 Penalty: 4972.332520
	Iteration 36Q: 3 clusters Score -2732305 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2732314.750000 Penalty: 4972.332520
	Iteration 37Q: 3 clusters Score -2732315 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2732332.000000 Penalty: 4972.332520
	Iteration 38Q: 3 clusters Score -2732332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2732338.000000 Penalty: 4972.332520
	Iteration 39Q: 3 clusters Score -2732338 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2732351.500000 Penalty: 4972.332520
	Iteration 40F: 3 clusters Score -2732352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2732363.250000 Penalty: 4972.332520
	Iteration 41Q: 3 clusters Score -2732363 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2732375.500000 Penalty: 4972.332520
	Iteration 42Q: 3 clusters Score -2732376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2732388.500000 Penalty: 4972.332520
	Iteration 43Q: 3 clusters Score -2732388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2732398.500000 Penalty: 4972.332520
	Iteration 44Q: 3 clusters Score -2732398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2732405.000000 Penalty: 4972.332520
	Iteration 45Q: 3 clusters Score -2732405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2732426.750000 Penalty: 4972.332520
	Iteration 46Q: 3 clusters Score -2732427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2732437.250000 Penalty: 4972.332520
	Iteration 47Q: 3 clusters Score -2732437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2732442.000000 Penalty: 4972.332520
	Iteration 48Q: 3 clusters Score -2732442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2732445.000000 Penalty: 4972.332520
	Iteration 49Q: 3 clusters Score -2732445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2732445.750000 Penalty: 4972.332520
	Iteration 50Q: 3 clusters Score -2732446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2732450.500000 Penalty: 4972.332520
	Iteration 51Q: 3 clusters Score -2732450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2732452.500000 Penalty: 4972.332520
	Iteration 52Q: 3 clusters Score -2732452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2732457.250000 Penalty: 4972.332520
	Iteration 53Q: 3 clusters Score -2732457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2732464.000000 Penalty: 4972.332520
	Iteration 54Q: 3 clusters Score -2732464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2732466.250000 Penalty: 4972.332520
	Iteration 55Q: 3 clusters Score -2732466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2732469.750000 Penalty: 4972.332520
	Iteration 56Q: 3 clusters Score -2732470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2732472.000000 Penalty: 4972.332520
	Iteration 57Q: 3 clusters Score -2732472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2732471.000000 Penalty: 4972.332520
	Iteration 58Q: 3 clusters Score -2732471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2732475.750000 Penalty: 4972.332520
	Iteration 59Q: 3 clusters Score -2732476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2732483.500000 Penalty: 4972.332520
	Iteration 60F: 3 clusters Score -2732484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2732483.250000 Penalty: 4972.332520
	Iteration 61Q: 3 clusters Score -2732483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2732482.750000 Penalty: 4972.332520
	Iteration 62Q: 3 clusters Score -2732483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2732483.500000 Penalty: 4972.332520
	Iteration 63Q: 3 clusters Score -2732484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2732485.500000 Penalty: 4972.332520
	Iteration 64Q: 3 clusters Score -2732486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2732493.750000 Penalty: 4972.332520
	Iteration 65Q: 3 clusters Score -2732494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2732494.250000 Penalty: 4972.332520
	Iteration 66Q: 3 clusters Score -2732494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2732495.250000 Penalty: 4972.332520
	Iteration 67Q: 3 clusters Score -2732495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2732496.750000 Penalty: 4972.332520
	Iteration 68Q: 3 clusters Score -2732497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2732500.000000 Penalty: 4972.332520
	Iteration 69Q: 3 clusters Score -2732500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2732499.500000 Penalty: 4972.332520
	Iteration 70Q: 3 clusters Score -2732500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2732501.500000 Penalty: 4972.332520
	Iteration 71Q: 3 clusters Score -2732502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2732501.500000 Penalty: 4972.332520
	Iteration 72F: 3 clusters Score -2732502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Entering Unmasked Estep 
Score: -3495316.500000 Penalty: 2541.942627
	Iteration 0F: 2 clusters Score -3495316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -3475867.500000 Penalty: 5083.885254
	Iteration 0F: 3 clusters Score -3475868 nChanged 12761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -3482788.250000 Penalty: 5083.885254
	Iteration 1F: 3 clusters Score -3482788 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -3483345.500000 Penalty: 5083.885254
	Iteration 2F: 3 clusters Score -3483346 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -3483918.500000 Penalty: 5083.885254
	Iteration 3Q: 3 clusters Score -3483918 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -3484509.000000 Penalty: 5083.885254
	Iteration 4Q: 3 clusters Score -3484509 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -3485172.750000 Penalty: 5083.885254
	Iteration 5Q: 3 clusters Score -3485173 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -3485898.750000 Penalty: 5083.885254
	Iteration 6Q: 3 clusters Score -3485899 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -3486719.250000 Penalty: 5083.885254
	Iteration 7Q: 3 clusters Score -3486719 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -3487687.250000 Penalty: 5083.885254
	Iteration 8F: 3 clusters Score -3487687 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -3488672.250000 Penalty: 5083.885254
	Iteration 9F: 3 clusters Score -3488672 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -3489456.750000 Penalty: 5083.885254
	Iteration 10Q: 3 clusters Score -3489457 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -3489989.500000 Penalty: 5083.885254
	Iteration 11Q: 3 clusters Score -3489990 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -3490309.750000 Penalty: 5083.885254
	Iteration 12Q: 3 clusters Score -3490310 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -3490525.000000 Penalty: 5083.885254
	Iteration 13Q: 3 clusters Score -3490525 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -3490699.000000 Penalty: 5083.885254
	Iteration 14Q: 3 clusters Score -3490699 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -3490804.250000 Penalty: 5083.885254
	Iteration 15Q: 3 clusters Score -3490804 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -3490898.000000 Penalty: 5083.885254
	Iteration 16Q: 3 clusters Score -3490898 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -3490972.750000 Penalty: 5083.885254
	Iteration 17Q: 3 clusters Score -3490973 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -3491035.750000 Penalty: 5083.885254
	Iteration 18Q: 3 clusters Score -3491036 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -3491125.250000 Penalty: 5083.885254
	Iteration 19Q: 3 clusters Score -3491125 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -3491219.250000 Penalty: 5083.885254
	Iteration 20F: 3 clusters Score -3491219 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -3491312.250000 Penalty: 5083.885254
	Iteration 21Q: 3 clusters Score -3491312 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -3491415.500000 Penalty: 5083.885254
	Iteration 22Q: 3 clusters Score -3491416 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -3491515.250000 Penalty: 5083.885254
	Iteration 23Q: 3 clusters Score -3491515 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -3491603.500000 Penalty: 5083.885254
	Iteration 24Q: 3 clusters Score -3491604 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -3491696.250000 Penalty: 5083.885254
	Iteration 25Q: 3 clusters Score -3491696 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -3491777.750000 Penalty: 5083.885254
	Iteration 26Q: 3 clusters Score -3491778 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -3491873.750000 Penalty: 5083.885254
	Iteration 27Q: 3 clusters Score -3491874 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -3491996.250000 Penalty: 5083.885254
	Iteration 28Q: 3 clusters Score -3491996 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -3492094.000000 Penalty: 5083.885254
	Iteration 29Q: 3 clusters Score -3492094 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -3492195.750000 Penalty: 5083.885254
	Iteration 30Q: 3 clusters Score -3492196 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -3492290.750000 Penalty: 5083.885254
	Iteration 31Q: 3 clusters Score -3492291 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3492381.000000 Penalty: 5083.885254
	Iteration 32Q: 3 clusters Score -3492381 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3492464.500000 Penalty: 5083.885254
	Iteration 33Q: 3 clusters Score -3492464 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3492545.500000 Penalty: 5083.885254
	Iteration 34Q: 3 clusters Score -3492546 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3492613.250000 Penalty: 5083.885254
	Iteration 35Q: 3 clusters Score -3492613 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3492672.500000 Penalty: 5083.885254
	Iteration 36Q: 3 clusters Score -3492672 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3492729.000000 Penalty: 5083.885254
	Iteration 37Q: 3 clusters Score -3492729 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3492783.000000 Penalty: 5083.885254
	Iteration 38Q: 3 clusters Score -3492783 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3492840.250000 Penalty: 5083.885254
	Iteration 39Q: 3 clusters Score -3492840 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3492883.250000 Penalty: 5083.885254
	Iteration 40F: 3 clusters Score -3492883 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3492930.250000 Penalty: 5083.885254
	Iteration 41Q: 3 clusters Score -3492930 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3492956.750000 Penalty: 5083.885254
	Iteration 42Q: 3 clusters Score -3492957 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3492978.750000 Penalty: 5083.885254
	Iteration 43Q: 3 clusters Score -3492979 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3492988.750000 Penalty: 5083.885254
	Iteration 44Q: 3 clusters Score -3492989 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3493004.750000 Penalty: 5083.885254
	Iteration 45Q: 3 clusters Score -3493005 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3493018.250000 Penalty: 5083.885254
	Iteration 46Q: 3 clusters Score -3493018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3493029.500000 Penalty: 5083.885254
	Iteration 47Q: 3 clusters Score -3493030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3493041.500000 Penalty: 5083.885254
	Iteration 48Q: 3 clusters Score -3493042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3493044.250000 Penalty: 5083.885254
	Iteration 49Q: 3 clusters Score -3493044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3493057.000000 Penalty: 5083.885254
	Iteration 50Q: 3 clusters Score -3493057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3493062.500000 Penalty: 5083.885254
	Iteration 51Q: 3 clusters Score -3493062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3493069.500000 Penalty: 5083.885254
	Iteration 52Q: 3 clusters Score -3493070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3493068.000000 Penalty: 5083.885254
	Iteration 53Q: 3 clusters Score -3493068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3493073.250000 Penalty: 5083.885254
	Iteration 54Q: 3 clusters Score -3493073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3493087.250000 Penalty: 5083.885254
	Iteration 55Q: 3 clusters Score -3493087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3493093.750000 Penalty: 5083.885254
	Iteration 56Q: 3 clusters Score -3493094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3493091.500000 Penalty: 5083.885254
	Iteration 57Q: 3 clusters Score -3493092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3493096.250000 Penalty: 5083.885254
	Iteration 58Q: 3 clusters Score -3493096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3493105.000000 Penalty: 5083.885254
	Iteration 59Q: 3 clusters Score -3493105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3493116.250000 Penalty: 5083.885254
	Iteration 60F: 3 clusters Score -3493116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3493119.500000 Penalty: 5083.885254
	Iteration 61Q: 3 clusters Score -3493120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3493119.750000 Penalty: 5083.885254
	Iteration 62Q: 3 clusters Score -3493120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3493121.250000 Penalty: 5083.885254
	Iteration 63Q: 3 clusters Score -3493121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3493122.250000 Penalty: 5083.885254
	Iteration 64Q: 3 clusters Score -3493122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3493127.250000 Penalty: 5083.885254
	Iteration 65Q: 3 clusters Score -3493127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3493133.000000 Penalty: 5083.885254
	Iteration 66Q: 3 clusters Score -3493133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3493135.750000 Penalty: 5083.885254
	Iteration 67Q: 3 clusters Score -3493136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3493137.000000 Penalty: 5083.885254
	Iteration 68Q: 3 clusters Score -3493137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3493140.000000 Penalty: 5083.885254
	Iteration 69Q: 3 clusters Score -3493140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3493141.000000 Penalty: 5083.885254
	Iteration 70Q: 3 clusters Score -3493141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3493143.500000 Penalty: 5083.885254
	Iteration 71Q: 3 clusters Score -3493144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3493139.750000 Penalty: 5083.885254
	Iteration 72Q: 3 clusters Score -3493140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3493142.750000 Penalty: 5083.885254
	Iteration 73Q: 3 clusters Score -3493143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3493145.000000 Penalty: 5083.885254
	Iteration 74Q: 3 clusters Score -3493145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3493144.750000 Penalty: 5083.885254
	Iteration 75Q: 3 clusters Score -3493145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3493145.500000 Penalty: 5083.885254
	Iteration 76Q: 3 clusters Score -3493146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3493149.500000 Penalty: 5083.885254
	Iteration 77Q: 3 clusters Score -3493150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3493145.000000 Penalty: 5083.885254
	Iteration 78Q: 3 clusters Score -3493145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3493146.000000 Penalty: 5083.885254
	Iteration 79Q: 3 clusters Score -3493146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3493149.750000 Penalty: 5083.885254
	Iteration 80F: 3 clusters Score -3493150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3493150.250000 Penalty: 5083.885254
	Iteration 81Q: 3 clusters Score -3493150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3493150.250000 Penalty: 5083.885254
	Iteration 82F: 3 clusters Score -3493150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (62105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62105 members 
Entering Unmasked Estep 
Score: -7609648.000000 Penalty: 2737.072266
	Iteration 0F: 2 clusters Score -7609648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -7568069.500000 Penalty: 5474.144531
	Iteration 0F: 3 clusters Score -7568070 nChanged 29028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -7584355.000000 Penalty: 5474.144531
	Iteration 1F: 3 clusters Score -7584355 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -7585166.000000 Penalty: 5474.144531
	Iteration 2Q: 3 clusters Score -7585166 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -7586304.000000 Penalty: 5474.144531
	Iteration 3Q: 3 clusters Score -7586304 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -7587875.000000 Penalty: 5474.144531
	Iteration 4F: 3 clusters Score -7587875 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -7590325.000000 Penalty: 5474.144531
	Iteration 5F: 3 clusters Score -7590325 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 44730 members 
Entering Unmasked Estep 
Score: -7593510.500000 Penalty: 5474.144531
	Iteration 6F: 3 clusters Score -7593510 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -7597117.000000 Penalty: 5474.144531
	Iteration 7F: 3 clusters Score -7597117 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -7600428.000000 Penalty: 5474.144531
	Iteration 8F: 3 clusters Score -7600428 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 55738 members 
Entering Unmasked Estep 
Score: -7602985.000000 Penalty: 5474.144531
	Iteration 9F: 3 clusters Score -7602985 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -7604714.500000 Penalty: 5474.144531
	Iteration 10Q: 3 clusters Score -7604714 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -7605738.500000 Penalty: 5474.144531
	Iteration 11Q: 3 clusters Score -7605738 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 60162 members 
Entering Unmasked Estep 
Score: -7606356.000000 Penalty: 5474.144531
	Iteration 12Q: 3 clusters Score -7606356 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 60657 members 
Entering Unmasked Estep 
Score: -7606633.500000 Penalty: 5474.144531
	Iteration 13Q: 3 clusters Score -7606634 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 60946 members 
Entering Unmasked Estep 
Score: -7606816.000000 Penalty: 5474.144531
	Iteration 14Q: 3 clusters Score -7606816 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -7606951.500000 Penalty: 5474.144531
	Iteration 15Q: 3 clusters Score -7606952 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 61261 members 
Entering Unmasked Estep 
Score: -7607067.500000 Penalty: 5474.144531
	Iteration 16Q: 3 clusters Score -7607068 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 61359 members 
Entering Unmasked Estep 
Score: -7607137.500000 Penalty: 5474.144531
	Iteration 17Q: 3 clusters Score -7607138 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 61408 members 
Entering Unmasked Estep 
Score: -7607199.500000 Penalty: 5474.144531
	Iteration 18Q: 3 clusters Score -7607200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 61443 members 
Entering Unmasked Estep 
Score: -7607224.500000 Penalty: 5474.144531
	Iteration 19Q: 3 clusters Score -7607224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 61473 members 
Entering Unmasked Estep 
Score: -7607251.500000 Penalty: 5474.144531
	Iteration 20F: 3 clusters Score -7607252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 61491 members 
Entering Unmasked Estep 
Score: -7607268.500000 Penalty: 5474.144531
	Iteration 21Q: 3 clusters Score -7607268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 61492 members 
Entering Unmasked Estep 
Score: -7607280.000000 Penalty: 5474.144531
	Iteration 22Q: 3 clusters Score -7607280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 61494 members 
Entering Unmasked Estep 
Score: -7607273.500000 Penalty: 5474.144531
	Iteration 23Q: 3 clusters Score -7607274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 61502 members 
Entering Unmasked Estep 
Score: -7607281.500000 Penalty: 5474.144531
	Iteration 24Q: 3 clusters Score -7607282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 61513 members 
Entering Unmasked Estep 
Score: -7607299.500000 Penalty: 5474.144531
	Iteration 25Q: 3 clusters Score -7607300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -7607318.000000 Penalty: 5474.144531
	Iteration 26Q: 3 clusters Score -7607318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 61533 members 
Entering Unmasked Estep 
Score: -7607338.500000 Penalty: 5474.144531
	Iteration 27Q: 3 clusters Score -7607338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 61538 members 
Entering Unmasked Estep 
Score: -7607348.500000 Penalty: 5474.144531
	Iteration 28Q: 3 clusters Score -7607348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 61541 members 
Entering Unmasked Estep 
Score: -7607358.500000 Penalty: 5474.144531
	Iteration 29Q: 3 clusters Score -7607358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 61542 members 
Entering Unmasked Estep 
Score: -7607360.000000 Penalty: 5474.144531
	Iteration 30Q: 3 clusters Score -7607360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 61545 members 
Entering Unmasked Estep 
Score: -7607355.500000 Penalty: 5474.144531
	Iteration 31Q: 3 clusters Score -7607356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 61545 members 
Entering Unmasked Estep 
Score: -7607372.000000 Penalty: 5474.144531
	Iteration 32Q: 3 clusters Score -7607372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 61543 members 
Entering Unmasked Estep 
Score: -7607372.000000 Penalty: 5474.144531
	Iteration 33Q: 3 clusters Score -7607372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 61544 members 
Entering Unmasked Estep 
Score: -7607368.000000 Penalty: 5474.144531
	Iteration 34Q: 3 clusters Score -7607368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 61545 members 
Entering Unmasked Estep 
Score: -7607372.500000 Penalty: 5474.144531
	Iteration 35Q: 3 clusters Score -7607372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 61545 members 
Entering Unmasked Estep 
Score: -7607376.000000 Penalty: 5474.144531
	Iteration 36Q: 3 clusters Score -7607376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -7607388.000000 Penalty: 5474.144531
	Iteration 37Q: 3 clusters Score -7607388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -7607387.500000 Penalty: 5474.144531
	Iteration 38Q: 3 clusters Score -7607388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 61551 members 
Entering Unmasked Estep 
Score: -7607386.000000 Penalty: 5474.144531
	Iteration 39Q: 3 clusters Score -7607386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 61554 members 
Entering Unmasked Estep 
Score: -7607390.000000 Penalty: 5474.144531
	Iteration 40F: 3 clusters Score -7607390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 61555 members 
Entering Unmasked Estep 
Score: -7607393.500000 Penalty: 5474.144531
	Iteration 41Q: 3 clusters Score -7607394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 61556 members 
Entering Unmasked Estep 
Score: -7607396.000000 Penalty: 5474.144531
	Iteration 42Q: 3 clusters Score -7607396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -7607393.000000 Penalty: 5474.144531
	Iteration 43Q: 3 clusters Score -7607393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -7607393.000000 Penalty: 5474.144531
	Iteration 44F: 3 clusters Score -7607393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (129124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129124 members 
Entering Unmasked Estep 
Score: -15774807.000000 Penalty: 2918.595215
	Iteration 0F: 2 clusters Score -1.577481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64391 members 
Mstep: Class 2 contains 64733 members 
Entering Unmasked Estep 
Score: -15688433.000000 Penalty: 5837.190430
	Iteration 0F: 3 clusters Score -1.568843e+07 nChanged 61633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61772 members 
Mstep: Class 2 contains 67352 members 
Entering Unmasked Estep 
Score: -15724710.000000 Penalty: 5837.190430
	Iteration 1F: 3 clusters Score -1.572471e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Mstep: Class 2 contains 69357 members 
Entering Unmasked Estep 
Score: -15726518.000000 Penalty: 5837.190430
	Iteration 2Q: 3 clusters Score -1.572652e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 72488 members 
Entering Unmasked Estep 
Score: -15729165.000000 Penalty: 5837.190430
	Iteration 3Q: 3 clusters Score -1.572916e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 77098 members 
Entering Unmasked Estep 
Score: -15733044.000000 Penalty: 5837.190430
	Iteration 4F: 3 clusters Score -1.573304e+07 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 83369 members 
Entering Unmasked Estep 
Score: -15738385.000000 Penalty: 5837.190430
	Iteration 5F: 3 clusters Score -1.573838e+07 nChanged 9399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 90882 members 
Entering Unmasked Estep 
Score: -15744561.000000 Penalty: 5837.190430
	Iteration 6F: 3 clusters Score -1.574456e+07 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 98704 members 
Entering Unmasked Estep 
Score: -15750804.000000 Penalty: 5837.190430
	Iteration 7F: 3 clusters Score -1.57508e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 105993 members 
Entering Unmasked Estep 
Score: -15756435.000000 Penalty: 5837.190430
	Iteration 8F: 3 clusters Score -1.575644e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 112370 members 
Entering Unmasked Estep 
Score: -15761636.000000 Penalty: 5837.190430
	Iteration 9F: 3 clusters Score -1.576164e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 117399 members 
Entering Unmasked Estep 
Score: -15765765.000000 Penalty: 5837.190430
	Iteration 10Q: 3 clusters Score -1.576576e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 120897 members 
Entering Unmasked Estep 
Score: -15768574.000000 Penalty: 5837.190430
	Iteration 11Q: 3 clusters Score -1.576857e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 123159 members 
Entering Unmasked Estep 
Score: -15770433.000000 Penalty: 5837.190430
	Iteration 12Q: 3 clusters Score -1.577043e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 124422 members 
Entering Unmasked Estep 
Score: -15771564.000000 Penalty: 5837.190430
	Iteration 13Q: 3 clusters Score -1.577156e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 125158 members 
Entering Unmasked Estep 
Score: -15772318.000000 Penalty: 5837.190430
	Iteration 14Q: 3 clusters Score -1.577232e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 125564 members 
Entering Unmasked Estep 
Score: -15772780.000000 Penalty: 5837.190430
	Iteration 15Q: 3 clusters Score -1.577278e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 125787 members 
Entering Unmasked Estep 
Score: -15773114.000000 Penalty: 5837.190430
	Iteration 16Q: 3 clusters Score -1.577311e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 125929 members 
Entering Unmasked Estep 
Score: -15773325.000000 Penalty: 5837.190430
	Iteration 17Q: 3 clusters Score -1.577332e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 126031 members 
Entering Unmasked Estep 
Score: -15773508.000000 Penalty: 5837.190430
	Iteration 18Q: 3 clusters Score -1.577351e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 126089 members 
Entering Unmasked Estep 
Score: -15773657.000000 Penalty: 5837.190430
	Iteration 19Q: 3 clusters Score -1.577366e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 126126 members 
Entering Unmasked Estep 
Score: -15773838.000000 Penalty: 5837.190430
	Iteration 20F: 3 clusters Score -1.577384e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 126152 members 
Entering Unmasked Estep 
Score: -15774007.000000 Penalty: 5837.190430
	Iteration 21Q: 3 clusters Score -1.577401e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 126170 members 
Entering Unmasked Estep 
Score: -15774125.000000 Penalty: 5837.190430
	Iteration 22Q: 3 clusters Score -1.577412e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 126182 members 
Entering Unmasked Estep 
Score: -15774202.000000 Penalty: 5837.190430
	Iteration 23Q: 3 clusters Score -1.57742e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 126168 members 
Entering Unmasked Estep 
Score: -15774225.000000 Penalty: 5837.190430
	Iteration 24Q: 3 clusters Score -1.577422e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 126165 members 
Entering Unmasked Estep 
Score: -15774298.000000 Penalty: 5837.190430
	Iteration 25Q: 3 clusters Score -1.57743e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 126158 members 
Entering Unmasked Estep 
Score: -15774314.000000 Penalty: 5837.190430
	Iteration 26Q: 3 clusters Score -1.577431e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 126167 members 
Entering Unmasked Estep 
Score: -15774322.000000 Penalty: 5837.190430
	Iteration 27Q: 3 clusters Score -1.577432e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 126171 members 
Entering Unmasked Estep 
Score: -15774331.000000 Penalty: 5837.190430
	Iteration 28Q: 3 clusters Score -1.577433e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 126160 members 
Entering Unmasked Estep 
Score: -15774336.000000 Penalty: 5837.190430
	Iteration 29Q: 3 clusters Score -1.577434e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 126143 members 
Entering Unmasked Estep 
Score: -15774348.000000 Penalty: 5837.190430
	Iteration 30Q: 3 clusters Score -1.577435e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 126135 members 
Entering Unmasked Estep 
Score: -15774355.000000 Penalty: 5837.190430
	Iteration 31Q: 3 clusters Score -1.577436e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 126124 members 
Entering Unmasked Estep 
Score: -15774365.000000 Penalty: 5837.190430
	Iteration 32Q: 3 clusters Score -1.577436e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 126119 members 
Entering Unmasked Estep 
Score: -15774364.000000 Penalty: 5837.190430
	Iteration 33Q: 3 clusters Score -1.577436e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 126119 members 
Entering Unmasked Estep 
Score: -15774375.000000 Penalty: 5837.190430
	Iteration 34Q: 3 clusters Score -1.577438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 126113 members 
Entering Unmasked Estep 
Score: -15774391.000000 Penalty: 5837.190430
	Iteration 35Q: 3 clusters Score -1.577439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 126108 members 
Entering Unmasked Estep 
Score: -15774391.000000 Penalty: 5837.190430
	Iteration 36Q: 3 clusters Score -1.577439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 126107 members 
Entering Unmasked Estep 
Score: -15774390.000000 Penalty: 5837.190430
	Iteration 37Q: 3 clusters Score -1.577439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 126108 members 
Entering Unmasked Estep 
Score: -15774386.000000 Penalty: 5837.190430
	Iteration 38Q: 3 clusters Score -1.577439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 126109 members 
Entering Unmasked Estep 
Score: -15774392.000000 Penalty: 5837.190430
	Iteration 39Q: 3 clusters Score -1.577439e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 126109 members 
Entering Unmasked Estep 
Score: -15774392.000000 Penalty: 5837.190430
	Iteration 40F: 3 clusters Score -1.577439e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Entering Unmasked Estep 
Score: -744716.062500 Penalty: 2171.852295
	Iteration 0F: 2 clusters Score -744716.1 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 3268 members 
Entering Unmasked Estep 
Score: -739365.375000 Penalty: 4343.704590
	Iteration 0F: 3 clusters Score -739365.4 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -740814.437500 Penalty: 4343.704590
	Iteration 1F: 3 clusters Score -740814.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -741103.625000 Penalty: 4343.704590
	Iteration 2F: 3 clusters Score -741103.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -741317.375000 Penalty: 4343.704590
	Iteration 3F: 3 clusters Score -741317.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -741490.937500 Penalty: 4343.704590
	Iteration 4Q: 3 clusters Score -741490.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -741646.187500 Penalty: 4343.704590
	Iteration 5Q: 3 clusters Score -741646.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -741767.562500 Penalty: 4343.704590
	Iteration 6Q: 3 clusters Score -741767.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -741865.375000 Penalty: 4343.704590
	Iteration 7Q: 3 clusters Score -741865.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -741950.250000 Penalty: 4343.704590
	Iteration 8Q: 3 clusters Score -741950.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -742028.125000 Penalty: 4343.704590
	Iteration 9Q: 3 clusters Score -742028.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -742117.437500 Penalty: 4343.704590
	Iteration 10Q: 3 clusters Score -742117.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -742212.562500 Penalty: 4343.704590
	Iteration 11Q: 3 clusters Score -742212.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -742306.250000 Penalty: 4343.704590
	Iteration 12Q: 3 clusters Score -742306.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -742390.062500 Penalty: 4343.704590
	Iteration 13Q: 3 clusters Score -742390.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -742470.062500 Penalty: 4343.704590
	Iteration 14Q: 3 clusters Score -742470.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -742549.375000 Penalty: 4343.704590
	Iteration 15Q: 3 clusters Score -742549.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -742600.500000 Penalty: 4343.704590
	Iteration 16Q: 3 clusters Score -742600.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -742651.625000 Penalty: 4343.704590
	Iteration 17Q: 3 clusters Score -742651.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -742700.250000 Penalty: 4343.704590
	Iteration 18Q: 3 clusters Score -742700.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -742749.812500 Penalty: 4343.704590
	Iteration 19Q: 3 clusters Score -742749.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -742795.187500 Penalty: 4343.704590
	Iteration 20F: 3 clusters Score -742795.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -742844.562500 Penalty: 4343.704590
	Iteration 21Q: 3 clusters Score -742844.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -742897.000000 Penalty: 4343.704590
	Iteration 22Q: 3 clusters Score -742897 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -742945.250000 Penalty: 4343.704590
	Iteration 23Q: 3 clusters Score -742945.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -742994.250000 Penalty: 4343.704590
	Iteration 24Q: 3 clusters Score -742994.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -743036.750000 Penalty: 4343.704590
	Iteration 25Q: 3 clusters Score -743036.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -743086.062500 Penalty: 4343.704590
	Iteration 26Q: 3 clusters Score -743086.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -743129.250000 Penalty: 4343.704590
	Iteration 27Q: 3 clusters Score -743129.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -743176.500000 Penalty: 4343.704590
	Iteration 28Q: 3 clusters Score -743176.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -743207.500000 Penalty: 4343.704590
	Iteration 29Q: 3 clusters Score -743207.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -743234.937500 Penalty: 4343.704590
	Iteration 30Q: 3 clusters Score -743234.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -743255.437500 Penalty: 4343.704590
	Iteration 31Q: 3 clusters Score -743255.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -743279.062500 Penalty: 4343.704590
	Iteration 32Q: 3 clusters Score -743279.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -743297.625000 Penalty: 4343.704590
	Iteration 33Q: 3 clusters Score -743297.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -743320.937500 Penalty: 4343.704590
	Iteration 34Q: 3 clusters Score -743320.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -743340.187500 Penalty: 4343.704590
	Iteration 35Q: 3 clusters Score -743340.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -743355.437500 Penalty: 4343.704590
	Iteration 36Q: 3 clusters Score -743355.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -743371.937500 Penalty: 4343.704590
	Iteration 37Q: 3 clusters Score -743371.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -743391.500000 Penalty: 4343.704590
	Iteration 38Q: 3 clusters Score -743391.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -743412.687500 Penalty: 4343.704590
	Iteration 39Q: 3 clusters Score -743412.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -743430.187500 Penalty: 4343.704590
	Iteration 40F: 3 clusters Score -743430.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -743442.375000 Penalty: 4343.704590
	Iteration 41Q: 3 clusters Score -743442.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -743453.125000 Penalty: 4343.704590
	Iteration 42Q: 3 clusters Score -743453.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -743461.562500 Penalty: 4343.704590
	Iteration 43Q: 3 clusters Score -743461.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -743470.625000 Penalty: 4343.704590
	Iteration 44Q: 3 clusters Score -743470.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -743477.500000 Penalty: 4343.704590
	Iteration 45Q: 3 clusters Score -743477.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -743482.062500 Penalty: 4343.704590
	Iteration 46Q: 3 clusters Score -743482.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -743485.937500 Penalty: 4343.704590
	Iteration 47Q: 3 clusters Score -743485.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -743493.125000 Penalty: 4343.704590
	Iteration 48Q: 3 clusters Score -743493.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -743498.750000 Penalty: 4343.704590
	Iteration 49Q: 3 clusters Score -743498.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -743500.937500 Penalty: 4343.704590
	Iteration 50Q: 3 clusters Score -743500.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -743502.687500 Penalty: 4343.704590
	Iteration 51Q: 3 clusters Score -743502.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -743504.812500 Penalty: 4343.704590
	Iteration 52Q: 3 clusters Score -743504.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -743504.812500 Penalty: 4343.704590
	Iteration 53Q: 3 clusters Score -743504.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -743506.750000 Penalty: 4343.704590
	Iteration 54Q: 3 clusters Score -743506.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -743507.187500 Penalty: 4343.704590
	Iteration 55Q: 3 clusters Score -743507.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -743507.750000 Penalty: 4343.704590
	Iteration 56Q: 3 clusters Score -743507.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -743509.125000 Penalty: 4343.704590
	Iteration 57Q: 3 clusters Score -743509.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -743511.625000 Penalty: 4343.704590
	Iteration 58Q: 3 clusters Score -743511.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -743511.312500 Penalty: 4343.704590
	Iteration 59Q: 3 clusters Score -743511.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -743511.312500 Penalty: 4343.704590
	Iteration 60F: 3 clusters Score -743511.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68505 members 
Entering Unmasked Estep 
Score: -8398706.000000 Penalty: 2761.395996
	Iteration 0F: 2 clusters Score -8398706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -8352596.500000 Penalty: 5522.791992
	Iteration 0F: 3 clusters Score -8352596 nChanged 32181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -8370636.000000 Penalty: 5522.791992
	Iteration 1F: 3 clusters Score -8370636 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -8371317.000000 Penalty: 5522.791992
	Iteration 2Q: 3 clusters Score -8371317 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -8371904.000000 Penalty: 5522.791992
	Iteration 3Q: 3 clusters Score -8371904 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -8372408.500000 Penalty: 5522.791992
	Iteration 4Q: 3 clusters Score -8372408 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -8373095.000000 Penalty: 5522.791992
	Iteration 5Q: 3 clusters Score -8373095 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -8373904.000000 Penalty: 5522.791992
	Iteration 6Q: 3 clusters Score -8373904 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -8375012.500000 Penalty: 5522.791992
	Iteration 7Q: 3 clusters Score -8375012 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -8376666.000000 Penalty: 5522.791992
	Iteration 8Q: 3 clusters Score -8376666 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -8379018.500000 Penalty: 5522.791992
	Iteration 9F: 3 clusters Score -8379018 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49681 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -8382079.000000 Penalty: 5522.791992
	Iteration 10F: 3 clusters Score -8382079 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53769 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -8385347.000000 Penalty: 5522.791992
	Iteration 11F: 3 clusters Score -8385347 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57474 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -8388474.000000 Penalty: 5522.791992
	Iteration 12F: 3 clusters Score -8388474 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60492 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -8390946.000000 Penalty: 5522.791992
	Iteration 13Q: 3 clusters Score -8390946 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62727 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -8392642.000000 Penalty: 5522.791992
	Iteration 14Q: 3 clusters Score -8392642 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64341 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -8393797.000000 Penalty: 5522.791992
	Iteration 15Q: 3 clusters Score -8393797 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65491 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -8394648.000000 Penalty: 5522.791992
	Iteration 16Q: 3 clusters Score -8394648 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66267 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -8395150.000000 Penalty: 5522.791992
	Iteration 17Q: 3 clusters Score -8395150 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66776 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -8395471.000000 Penalty: 5522.791992
	Iteration 18Q: 3 clusters Score -8395471 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67117 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -8395696.000000 Penalty: 5522.791992
	Iteration 19Q: 3 clusters Score -8395696 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67362 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -8395832.000000 Penalty: 5522.791992
	Iteration 20F: 3 clusters Score -8395832 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67514 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -8395946.000000 Penalty: 5522.791992
	Iteration 21Q: 3 clusters Score -8395946 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67626 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8396043.000000 Penalty: 5522.791992
	Iteration 22Q: 3 clusters Score -8396043 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67715 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8396112.000000 Penalty: 5522.791992
	Iteration 23Q: 3 clusters Score -8396112 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67774 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8396159.000000 Penalty: 5522.791992
	Iteration 24Q: 3 clusters Score -8396159 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67815 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8396186.000000 Penalty: 5522.791992
	Iteration 25Q: 3 clusters Score -8396186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67849 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8396212.000000 Penalty: 5522.791992
	Iteration 26Q: 3 clusters Score -8396212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67872 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8396232.000000 Penalty: 5522.791992
	Iteration 27Q: 3 clusters Score -8396232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67891 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8396245.000000 Penalty: 5522.791992
	Iteration 28Q: 3 clusters Score -8396245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67911 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8396270.000000 Penalty: 5522.791992
	Iteration 29Q: 3 clusters Score -8396270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67923 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8396280.000000 Penalty: 5522.791992
	Iteration 30Q: 3 clusters Score -8396280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67931 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8396277.000000 Penalty: 5522.791992
	Iteration 31Q: 3 clusters Score -8396277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67936 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8396293.000000 Penalty: 5522.791992
	Iteration 32Q: 3 clusters Score -8396293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67939 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8396284.000000 Penalty: 5522.791992
	Iteration 33Q: 3 clusters Score -8396284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67939 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8396304.000000 Penalty: 5522.791992
	Iteration 34Q: 3 clusters Score -8396304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67943 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8396305.000000 Penalty: 5522.791992
	Iteration 35Q: 3 clusters Score -8396305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67945 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8396304.000000 Penalty: 5522.791992
	Iteration 36Q: 3 clusters Score -8396304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67948 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8396309.000000 Penalty: 5522.791992
	Iteration 37Q: 3 clusters Score -8396309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67949 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8396304.000000 Penalty: 5522.791992
	Iteration 38Q: 3 clusters Score -8396304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67952 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8396306.000000 Penalty: 5522.791992
	Iteration 39Q: 3 clusters Score -8396306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8396311.000000 Penalty: 5522.791992
	Iteration 40F: 3 clusters Score -8396311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67962 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8396314.000000 Penalty: 5522.791992
	Iteration 41Q: 3 clusters Score -8396314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67969 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8396318.000000 Penalty: 5522.791992
	Iteration 42Q: 3 clusters Score -8396318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67978 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8396331.000000 Penalty: 5522.791992
	Iteration 43Q: 3 clusters Score -8396331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67987 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8396340.000000 Penalty: 5522.791992
	Iteration 44Q: 3 clusters Score -8396340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67988 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8396345.000000 Penalty: 5522.791992
	Iteration 45Q: 3 clusters Score -8396345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67987 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8396348.000000 Penalty: 5522.791992
	Iteration 46Q: 3 clusters Score -8396348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67986 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8396348.000000 Penalty: 5522.791992
	Iteration 47Q: 3 clusters Score -8396348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67986 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8396348.000000 Penalty: 5522.791992
	Iteration 48F: 3 clusters Score -8396348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Entering Unmasked Estep 
Score: -2253894.750000 Penalty: 2437.145508
	Iteration 0F: 2 clusters Score -2253895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2240691.500000 Penalty: 4874.291016
	Iteration 0F: 3 clusters Score -2240692 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2245045.000000 Penalty: 4874.291016
	Iteration 1F: 3 clusters Score -2245045 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2245734.250000 Penalty: 4874.291016
	Iteration 2F: 3 clusters Score -2245734 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2246383.250000 Penalty: 4874.291016
	Iteration 3F: 3 clusters Score -2246383 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2246871.000000 Penalty: 4874.291016
	Iteration 4F: 3 clusters Score -2246871 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2247196.500000 Penalty: 4874.291016
	Iteration 5Q: 3 clusters Score -2247196 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2247463.250000 Penalty: 4874.291016
	Iteration 6Q: 3 clusters Score -2247463 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2247692.500000 Penalty: 4874.291016
	Iteration 7Q: 3 clusters Score -2247692 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2247927.750000 Penalty: 4874.291016
	Iteration 8Q: 3 clusters Score -2247928 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2248182.250000 Penalty: 4874.291016
	Iteration 9Q: 3 clusters Score -2248182 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2248454.750000 Penalty: 4874.291016
	Iteration 10Q: 3 clusters Score -2248455 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2248816.500000 Penalty: 4874.291016
	Iteration 11Q: 3 clusters Score -2248816 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2249231.500000 Penalty: 4874.291016
	Iteration 12Q: 3 clusters Score -2249232 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2249660.000000 Penalty: 4874.291016
	Iteration 13Q: 3 clusters Score -2249660 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2250138.750000 Penalty: 4874.291016
	Iteration 14Q: 3 clusters Score -2250139 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2250576.750000 Penalty: 4874.291016
	Iteration 15Q: 3 clusters Score -2250577 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2250904.500000 Penalty: 4874.291016
	Iteration 16Q: 3 clusters Score -2250904 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2251134.000000 Penalty: 4874.291016
	Iteration 17Q: 3 clusters Score -2251134 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -2251286.500000 Penalty: 4874.291016
	Iteration 18Q: 3 clusters Score -2251286 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2251362.250000 Penalty: 4874.291016
	Iteration 19Q: 3 clusters Score -2251362 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2251418.250000 Penalty: 4874.291016
	Iteration 20F: 3 clusters Score -2251418 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2251461.000000 Penalty: 4874.291016
	Iteration 21Q: 3 clusters Score -2251461 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2251488.000000 Penalty: 4874.291016
	Iteration 22Q: 3 clusters Score -2251488 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2251527.250000 Penalty: 4874.291016
	Iteration 23Q: 3 clusters Score -2251527 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2251546.500000 Penalty: 4874.291016
	Iteration 24Q: 3 clusters Score -2251546 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2251578.500000 Penalty: 4874.291016
	Iteration 25Q: 3 clusters Score -2251578 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2251605.250000 Penalty: 4874.291016
	Iteration 26Q: 3 clusters Score -2251605 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2251629.000000 Penalty: 4874.291016
	Iteration 27Q: 3 clusters Score -2251629 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2251636.500000 Penalty: 4874.291016
	Iteration 28Q: 3 clusters Score -2251636 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2251655.250000 Penalty: 4874.291016
	Iteration 29Q: 3 clusters Score -2251655 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2251669.250000 Penalty: 4874.291016
	Iteration 30Q: 3 clusters Score -2251669 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2251675.250000 Penalty: 4874.291016
	Iteration 31Q: 3 clusters Score -2251675 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2251687.250000 Penalty: 4874.291016
	Iteration 32Q: 3 clusters Score -2251687 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2251705.250000 Penalty: 4874.291016
	Iteration 33Q: 3 clusters Score -2251705 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2251711.750000 Penalty: 4874.291016
	Iteration 34Q: 3 clusters Score -2251712 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2251716.750000 Penalty: 4874.291016
	Iteration 35Q: 3 clusters Score -2251717 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2251733.750000 Penalty: 4874.291016
	Iteration 36Q: 3 clusters Score -2251734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2251744.250000 Penalty: 4874.291016
	Iteration 37Q: 3 clusters Score -2251744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2251750.500000 Penalty: 4874.291016
	Iteration 38Q: 3 clusters Score -2251750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2251755.250000 Penalty: 4874.291016
	Iteration 39Q: 3 clusters Score -2251755 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -2251759.000000 Penalty: 4874.291016
	Iteration 40F: 3 clusters Score -2251759 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2251767.500000 Penalty: 4874.291016
	Iteration 41Q: 3 clusters Score -2251768 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -2251775.750000 Penalty: 4874.291016
	Iteration 42Q: 3 clusters Score -2251776 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2251798.000000 Penalty: 4874.291016
	Iteration 43Q: 3 clusters Score -2251798 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2251804.750000 Penalty: 4874.291016
	Iteration 44Q: 3 clusters Score -2251805 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2251817.250000 Penalty: 4874.291016
	Iteration 45Q: 3 clusters Score -2251817 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2251833.000000 Penalty: 4874.291016
	Iteration 46Q: 3 clusters Score -2251833 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2251861.750000 Penalty: 4874.291016
	Iteration 47Q: 3 clusters Score -2251862 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2251888.750000 Penalty: 4874.291016
	Iteration 48Q: 3 clusters Score -2251889 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2251907.750000 Penalty: 4874.291016
	Iteration 49Q: 3 clusters Score -2251908 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2251926.500000 Penalty: 4874.291016
	Iteration 50Q: 3 clusters Score -2251926 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2251940.250000 Penalty: 4874.291016
	Iteration 51Q: 3 clusters Score -2251940 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2251959.000000 Penalty: 4874.291016
	Iteration 52Q: 3 clusters Score -2251959 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2251976.000000 Penalty: 4874.291016
	Iteration 53Q: 3 clusters Score -2251976 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2251992.000000 Penalty: 4874.291016
	Iteration 54Q: 3 clusters Score -2251992 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2252009.000000 Penalty: 4874.291016
	Iteration 55Q: 3 clusters Score -2252009 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2252026.000000 Penalty: 4874.291016
	Iteration 56Q: 3 clusters Score -2252026 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2252040.250000 Penalty: 4874.291016
	Iteration 57Q: 3 clusters Score -2252040 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2252058.500000 Penalty: 4874.291016
	Iteration 58Q: 3 clusters Score -2252058 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2252066.750000 Penalty: 4874.291016
	Iteration 59Q: 3 clusters Score -2252067 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2252091.250000 Penalty: 4874.291016
	Iteration 60F: 3 clusters Score -2252091 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2252112.000000 Penalty: 4874.291016
	Iteration 61Q: 3 clusters Score -2252112 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2252130.000000 Penalty: 4874.291016
	Iteration 62Q: 3 clusters Score -2252130 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2252151.500000 Penalty: 4874.291016
	Iteration 63Q: 3 clusters Score -2252152 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2252160.250000 Penalty: 4874.291016
	Iteration 64Q: 3 clusters Score -2252160 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2252171.500000 Penalty: 4874.291016
	Iteration 65Q: 3 clusters Score -2252172 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2252188.500000 Penalty: 4874.291016
	Iteration 66Q: 3 clusters Score -2252188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2252197.500000 Penalty: 4874.291016
	Iteration 67Q: 3 clusters Score -2252198 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2252213.250000 Penalty: 4874.291016
	Iteration 68Q: 3 clusters Score -2252213 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2252226.000000 Penalty: 4874.291016
	Iteration 69Q: 3 clusters Score -2252226 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2252240.000000 Penalty: 4874.291016
	Iteration 70Q: 3 clusters Score -2252240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2252246.500000 Penalty: 4874.291016
	Iteration 71Q: 3 clusters Score -2252246 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2252257.500000 Penalty: 4874.291016
	Iteration 72Q: 3 clusters Score -2252258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2252271.500000 Penalty: 4874.291016
	Iteration 73Q: 3 clusters Score -2252272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2252279.250000 Penalty: 4874.291016
	Iteration 74Q: 3 clusters Score -2252279 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2252289.250000 Penalty: 4874.291016
	Iteration 75Q: 3 clusters Score -2252289 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2252302.250000 Penalty: 4874.291016
	Iteration 76Q: 3 clusters Score -2252302 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2252317.250000 Penalty: 4874.291016
	Iteration 77Q: 3 clusters Score -2252317 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2252329.500000 Penalty: 4874.291016
	Iteration 78Q: 3 clusters Score -2252330 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2252342.250000 Penalty: 4874.291016
	Iteration 79Q: 3 clusters Score -2252342 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2252366.500000 Penalty: 4874.291016
	Iteration 80F: 3 clusters Score -2252366 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2252386.000000 Penalty: 4874.291016
	Iteration 81Q: 3 clusters Score -2252386 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2252409.750000 Penalty: 4874.291016
	Iteration 82Q: 3 clusters Score -2252410 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2252425.250000 Penalty: 4874.291016
	Iteration 83Q: 3 clusters Score -2252425 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2252445.250000 Penalty: 4874.291016
	Iteration 84Q: 3 clusters Score -2252445 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2252469.000000 Penalty: 4874.291016
	Iteration 85Q: 3 clusters Score -2252469 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2252483.500000 Penalty: 4874.291016
	Iteration 86Q: 3 clusters Score -2252484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2252494.250000 Penalty: 4874.291016
	Iteration 87Q: 3 clusters Score -2252494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2252506.500000 Penalty: 4874.291016
	Iteration 88Q: 3 clusters Score -2252506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2252522.250000 Penalty: 4874.291016
	Iteration 89Q: 3 clusters Score -2252522 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2252530.250000 Penalty: 4874.291016
	Iteration 90Q: 3 clusters Score -2252530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2252539.250000 Penalty: 4874.291016
	Iteration 91Q: 3 clusters Score -2252539 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2252551.750000 Penalty: 4874.291016
	Iteration 92Q: 3 clusters Score -2252552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2252563.250000 Penalty: 4874.291016
	Iteration 93Q: 3 clusters Score -2252563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2252565.250000 Penalty: 4874.291016
	Iteration 94Q: 3 clusters Score -2252565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2252569.250000 Penalty: 4874.291016
	Iteration 95Q: 3 clusters Score -2252569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2252571.250000 Penalty: 4874.291016
	Iteration 96Q: 3 clusters Score -2252571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2252572.000000 Penalty: 4874.291016
	Iteration 97Q: 3 clusters Score -2252572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2252571.500000 Penalty: 4874.291016
	Iteration 98Q: 3 clusters Score -2252572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2252572.750000 Penalty: 4874.291016
	Iteration 99Q: 3 clusters Score -2252573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2252575.250000 Penalty: 4874.291016
	Iteration 100F: 3 clusters Score -2252575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2252574.000000 Penalty: 4874.291016
	Iteration 101Q: 3 clusters Score -2252574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2252574.000000 Penalty: 4874.291016
	Iteration 102F: 3 clusters Score -2252574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -13939.371094 Penalty: 1212.806519
	Iteration 0F: 2 clusters Score -13939.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12982.452148 Penalty: 2425.613037
	Iteration 0F: 3 clusters Score -12982.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12991.419922 Penalty: 2425.613037
	Iteration 1Q: 3 clusters Score -12991.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12991.419922 Penalty: 2425.613037
	Iteration 2F: 3 clusters Score -12991.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Entering Unmasked Estep 
Score: -881767.312500 Penalty: 2206.557373
	Iteration 0F: 2 clusters Score -881767.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -875801.250000 Penalty: 4413.114746
	Iteration 0F: 3 clusters Score -875801.2 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -877471.437500 Penalty: 4413.114746
	Iteration 1F: 3 clusters Score -877471.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -877773.250000 Penalty: 4413.114746
	Iteration 2F: 3 clusters Score -877773.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -878003.562500 Penalty: 4413.114746
	Iteration 3F: 3 clusters Score -878003.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -878210.125000 Penalty: 4413.114746
	Iteration 4Q: 3 clusters Score -878210.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -878378.437500 Penalty: 4413.114746
	Iteration 5Q: 3 clusters Score -878378.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -878518.812500 Penalty: 4413.114746
	Iteration 6Q: 3 clusters Score -878518.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -878650.937500 Penalty: 4413.114746
	Iteration 7Q: 3 clusters Score -878650.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -878787.625000 Penalty: 4413.114746
	Iteration 8Q: 3 clusters Score -878787.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -878911.250000 Penalty: 4413.114746
	Iteration 9Q: 3 clusters Score -878911.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -879040.312500 Penalty: 4413.114746
	Iteration 10Q: 3 clusters Score -879040.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -879151.312500 Penalty: 4413.114746
	Iteration 11Q: 3 clusters Score -879151.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -879242.875000 Penalty: 4413.114746
	Iteration 12Q: 3 clusters Score -879242.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -879312.250000 Penalty: 4413.114746
	Iteration 13Q: 3 clusters Score -879312.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -879370.250000 Penalty: 4413.114746
	Iteration 14Q: 3 clusters Score -879370.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -879407.562500 Penalty: 4413.114746
	Iteration 15Q: 3 clusters Score -879407.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -879435.937500 Penalty: 4413.114746
	Iteration 16Q: 3 clusters Score -879435.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -879460.125000 Penalty: 4413.114746
	Iteration 17Q: 3 clusters Score -879460.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -879482.250000 Penalty: 4413.114746
	Iteration 18Q: 3 clusters Score -879482.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -879501.875000 Penalty: 4413.114746
	Iteration 19Q: 3 clusters Score -879501.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -879518.187500 Penalty: 4413.114746
	Iteration 20F: 3 clusters Score -879518.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -879532.187500 Penalty: 4413.114746
	Iteration 21Q: 3 clusters Score -879532.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -879547.437500 Penalty: 4413.114746
	Iteration 22Q: 3 clusters Score -879547.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -879564.875000 Penalty: 4413.114746
	Iteration 23Q: 3 clusters Score -879564.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -879577.687500 Penalty: 4413.114746
	Iteration 24Q: 3 clusters Score -879577.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -879589.000000 Penalty: 4413.114746
	Iteration 25Q: 3 clusters Score -879589 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -879598.687500 Penalty: 4413.114746
	Iteration 26Q: 3 clusters Score -879598.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -879609.375000 Penalty: 4413.114746
	Iteration 27Q: 3 clusters Score -879609.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -879621.187500 Penalty: 4413.114746
	Iteration 28Q: 3 clusters Score -879621.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -879636.562500 Penalty: 4413.114746
	Iteration 29Q: 3 clusters Score -879636.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -879653.687500 Penalty: 4413.114746
	Iteration 30Q: 3 clusters Score -879653.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -879676.625000 Penalty: 4413.114746
	Iteration 31Q: 3 clusters Score -879676.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -879707.812500 Penalty: 4413.114746
	Iteration 32Q: 3 clusters Score -879707.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -879741.125000 Penalty: 4413.114746
	Iteration 33Q: 3 clusters Score -879741.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -879775.500000 Penalty: 4413.114746
	Iteration 34Q: 3 clusters Score -879775.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -879808.625000 Penalty: 4413.114746
	Iteration 35Q: 3 clusters Score -879808.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -879859.625000 Penalty: 4413.114746
	Iteration 36Q: 3 clusters Score -879859.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -879912.562500 Penalty: 4413.114746
	Iteration 37Q: 3 clusters Score -879912.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -879959.500000 Penalty: 4413.114746
	Iteration 38Q: 3 clusters Score -879959.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -880014.625000 Penalty: 4413.114746
	Iteration 39Q: 3 clusters Score -880014.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -880070.000000 Penalty: 4413.114746
	Iteration 40F: 3 clusters Score -880070 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -880124.750000 Penalty: 4413.114746
	Iteration 41Q: 3 clusters Score -880124.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -880165.687500 Penalty: 4413.114746
	Iteration 42Q: 3 clusters Score -880165.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -880197.812500 Penalty: 4413.114746
	Iteration 43Q: 3 clusters Score -880197.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -880214.125000 Penalty: 4413.114746
	Iteration 44Q: 3 clusters Score -880214.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -880238.687500 Penalty: 4413.114746
	Iteration 45Q: 3 clusters Score -880238.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -880254.625000 Penalty: 4413.114746
	Iteration 46Q: 3 clusters Score -880254.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -880263.187500 Penalty: 4413.114746
	Iteration 47Q: 3 clusters Score -880263.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -880273.625000 Penalty: 4413.114746
	Iteration 48Q: 3 clusters Score -880273.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -880279.750000 Penalty: 4413.114746
	Iteration 49Q: 3 clusters Score -880279.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -880288.875000 Penalty: 4413.114746
	Iteration 50Q: 3 clusters Score -880288.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -880294.687500 Penalty: 4413.114746
	Iteration 51Q: 3 clusters Score -880294.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -880302.062500 Penalty: 4413.114746
	Iteration 52Q: 3 clusters Score -880302.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -880309.500000 Penalty: 4413.114746
	Iteration 53Q: 3 clusters Score -880309.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -880322.437500 Penalty: 4413.114746
	Iteration 54Q: 3 clusters Score -880322.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -880332.000000 Penalty: 4413.114746
	Iteration 55Q: 3 clusters Score -880332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -880337.812500 Penalty: 4413.114746
	Iteration 56Q: 3 clusters Score -880337.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -880340.000000 Penalty: 4413.114746
	Iteration 57Q: 3 clusters Score -880340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -880343.250000 Penalty: 4413.114746
	Iteration 58Q: 3 clusters Score -880343.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -880350.687500 Penalty: 4413.114746
	Iteration 59Q: 3 clusters Score -880350.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -880352.187500 Penalty: 4413.114746
	Iteration 60F: 3 clusters Score -880352.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -880353.937500 Penalty: 4413.114746
	Iteration 61Q: 3 clusters Score -880353.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -880354.437500 Penalty: 4413.114746
	Iteration 62Q: 3 clusters Score -880354.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -880354.437500 Penalty: 4413.114746
	Iteration 63F: 3 clusters Score -880354.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Entering Unmasked Estep 
Score: -3888249.250000 Penalty: 2568.247314
	Iteration 0F: 2 clusters Score -3888249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3866729.500000 Penalty: 5136.494629
	Iteration 0F: 3 clusters Score -3866730 nChanged 14232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -3874588.250000 Penalty: 5136.494629
	Iteration 1F: 3 clusters Score -3874588 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -3875227.250000 Penalty: 5136.494629
	Iteration 2F: 3 clusters Score -3875227 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -3875886.000000 Penalty: 5136.494629
	Iteration 3Q: 3 clusters Score -3875886 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -3876554.750000 Penalty: 5136.494629
	Iteration 4Q: 3 clusters Score -3876555 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3877194.750000 Penalty: 5136.494629
	Iteration 5Q: 3 clusters Score -3877195 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -3877779.750000 Penalty: 5136.494629
	Iteration 6Q: 3 clusters Score -3877780 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3878325.000000 Penalty: 5136.494629
	Iteration 7Q: 3 clusters Score -3878325 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -3878766.500000 Penalty: 5136.494629
	Iteration 8Q: 3 clusters Score -3878766 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3879132.250000 Penalty: 5136.494629
	Iteration 9Q: 3 clusters Score -3879132 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -3879398.750000 Penalty: 5136.494629
	Iteration 10Q: 3 clusters Score -3879399 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -3879614.250000 Penalty: 5136.494629
	Iteration 11Q: 3 clusters Score -3879614 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -3879779.750000 Penalty: 5136.494629
	Iteration 12Q: 3 clusters Score -3879780 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -3879913.250000 Penalty: 5136.494629
	Iteration 13Q: 3 clusters Score -3879913 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -3880027.500000 Penalty: 5136.494629
	Iteration 14Q: 3 clusters Score -3880028 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -3880184.750000 Penalty: 5136.494629
	Iteration 15Q: 3 clusters Score -3880185 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -3880375.000000 Penalty: 5136.494629
	Iteration 16Q: 3 clusters Score -3880375 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -3880627.250000 Penalty: 5136.494629
	Iteration 17Q: 3 clusters Score -3880627 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -3881005.500000 Penalty: 5136.494629
	Iteration 18Q: 3 clusters Score -3881006 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3881563.750000 Penalty: 5136.494629
	Iteration 19Q: 3 clusters Score -3881564 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3882240.250000 Penalty: 5136.494629
	Iteration 20F: 3 clusters Score -3882240 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -3882900.750000 Penalty: 5136.494629
	Iteration 21Q: 3 clusters Score -3882901 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -3883474.500000 Penalty: 5136.494629
	Iteration 22Q: 3 clusters Score -3883474 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -3883946.250000 Penalty: 5136.494629
	Iteration 23Q: 3 clusters Score -3883946 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -3884362.250000 Penalty: 5136.494629
	Iteration 24Q: 3 clusters Score -3884362 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -3884825.250000 Penalty: 5136.494629
	Iteration 25Q: 3 clusters Score -3884825 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -3885211.500000 Penalty: 5136.494629
	Iteration 26Q: 3 clusters Score -3885212 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -3885452.250000 Penalty: 5136.494629
	Iteration 27Q: 3 clusters Score -3885452 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -3885572.000000 Penalty: 5136.494629
	Iteration 28Q: 3 clusters Score -3885572 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -3885628.750000 Penalty: 5136.494629
	Iteration 29Q: 3 clusters Score -3885629 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -3885669.250000 Penalty: 5136.494629
	Iteration 30Q: 3 clusters Score -3885669 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -3885706.000000 Penalty: 5136.494629
	Iteration 31Q: 3 clusters Score -3885706 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -3885736.750000 Penalty: 5136.494629
	Iteration 32Q: 3 clusters Score -3885737 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -3885749.750000 Penalty: 5136.494629
	Iteration 33Q: 3 clusters Score -3885750 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -3885767.750000 Penalty: 5136.494629
	Iteration 34Q: 3 clusters Score -3885768 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -3885792.000000 Penalty: 5136.494629
	Iteration 35Q: 3 clusters Score -3885792 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -3885802.750000 Penalty: 5136.494629
	Iteration 36Q: 3 clusters Score -3885803 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -3885808.500000 Penalty: 5136.494629
	Iteration 37Q: 3 clusters Score -3885808 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -3885814.250000 Penalty: 5136.494629
	Iteration 38Q: 3 clusters Score -3885814 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -3885816.000000 Penalty: 5136.494629
	Iteration 39Q: 3 clusters Score -3885816 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -3885839.000000 Penalty: 5136.494629
	Iteration 40F: 3 clusters Score -3885839 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -3885828.500000 Penalty: 5136.494629
	Iteration 41Q: 3 clusters Score -3885828 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -3885835.500000 Penalty: 5136.494629
	Iteration 42Q: 3 clusters Score -3885836 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -3885841.250000 Penalty: 5136.494629
	Iteration 43Q: 3 clusters Score -3885841 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -3885852.000000 Penalty: 5136.494629
	Iteration 44Q: 3 clusters Score -3885852 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -3885859.500000 Penalty: 5136.494629
	Iteration 45Q: 3 clusters Score -3885860 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3885884 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3885893 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3885910.000000 Penalty: 5136.494629
	Iteration 48Q: 3 clusters Score -3885910 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -3885902.750000 Penalty: 5136.494629
	Iteration 49Q: 3 clusters Score -3885903 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -3885900.750000 Penalty: 5136.494629
	Iteration 50Q: 3 clusters Score -3885901 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -3885914.750000 Penalty: 5136.494629
	Iteration 51Q: 3 clusters Score -3885915 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -3885917.000000 Penalty: 5136.494629
	Iteration 52Q: 3 clusters Score -3885917 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -3885917.000000 Penalty: 5136.494629
	Iteration 53Q: 3 clusters Score -3885917 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -3885922.000000 Penalty: 5136.494629
	Iteration 54Q: 3 clusters Score -3885922 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -3885927.500000 Penalty: 5136.494629
	Iteration 55Q: 3 clusters Score -3885928 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -3885928.500000 Penalty: 5136.494629
	Iteration 56Q: 3 clusters Score -3885928 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -3885937.000000 Penalty: 5136.494629
	Iteration 57Q: 3 clusters Score -3885937 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -3885946.000000 Penalty: 5136.494629
	Iteration 58Q: 3 clusters Score -3885946 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -3885970.250000 Penalty: 5136.494629
	Iteration 59Q: 3 clusters Score -3885970 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -3885982.500000 Penalty: 5136.494629
	Iteration 60F: 3 clusters Score -3885982 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -3885992.000000 Penalty: 5136.494629
	Iteration 61Q: 3 clusters Score -3885992 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -3885982.750000 Penalty: 5136.494629
	Iteration 62Q: 3 clusters Score -3885983 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -3886011.000000 Penalty: 5136.494629
	Iteration 63Q: 3 clusters Score -3886011 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -3886028.250000 Penalty: 5136.494629
	Iteration 64Q: 3 clusters Score -3886028 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -3886028.500000 Penalty: 5136.494629
	Iteration 65Q: 3 clusters Score -3886028 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -3886050.500000 Penalty: 5136.494629
	Iteration 66Q: 3 clusters Score -3886050 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -3886064.250000 Penalty: 5136.494629
	Iteration 67Q: 3 clusters Score -3886064 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3886089.750000 Penalty: 5136.494629
	Iteration 68Q: 3 clusters Score -3886090 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -3886088.250000 Penalty: 5136.494629
	Iteration 69Q: 3 clusters Score -3886088 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -3886094.750000 Penalty: 5136.494629
	Iteration 70Q: 3 clusters Score -3886095 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -3886109.500000 Penalty: 5136.494629
	Iteration 71Q: 3 clusters Score -3886110 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -3886115.750000 Penalty: 5136.494629
	Iteration 72Q: 3 clusters Score -3886116 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -3886124.000000 Penalty: 5136.494629
	Iteration 73Q: 3 clusters Score -3886124 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -3886128.750000 Penalty: 5136.494629
	Iteration 74Q: 3 clusters Score -3886129 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -3886131.750000 Penalty: 5136.494629
	Iteration 75Q: 3 clusters Score -3886132 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -3886157.250000 Penalty: 5136.494629
	Iteration 76Q: 3 clusters Score -3886157 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -3886163.000000 Penalty: 5136.494629
	Iteration 77Q: 3 clusters Score -3886163 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -3886166.250000 Penalty: 5136.494629
	Iteration 78Q: 3 clusters Score -3886166 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -3886177.000000 Penalty: 5136.494629
	Iteration 79Q: 3 clusters Score -3886177 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3886180.750000 Penalty: 5136.494629
	Iteration 80F: 3 clusters Score -3886181 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -3886191.000000 Penalty: 5136.494629
	Iteration 81Q: 3 clusters Score -3886191 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -3886197.250000 Penalty: 5136.494629
	Iteration 82Q: 3 clusters Score -3886197 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -3886204.250000 Penalty: 5136.494629
	Iteration 83Q: 3 clusters Score -3886204 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -3886209.250000 Penalty: 5136.494629
	Iteration 84Q: 3 clusters Score -3886209 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -3886208.250000 Penalty: 5136.494629
	Iteration 85Q: 3 clusters Score -3886208 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -3886231.000000 Penalty: 5136.494629
	Iteration 86Q: 3 clusters Score -3886231 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -3886227.500000 Penalty: 5136.494629
	Iteration 87Q: 3 clusters Score -3886228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -3886225.500000 Penalty: 5136.494629
	Iteration 88Q: 3 clusters Score -3886226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -3886229.500000 Penalty: 5136.494629
	Iteration 89Q: 3 clusters Score -3886230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -3886229.500000 Penalty: 5136.494629
	Iteration 90Q: 3 clusters Score -3886230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -3886240.250000 Penalty: 5136.494629
	Iteration 91Q: 3 clusters Score -3886240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -3886249.750000 Penalty: 5136.494629
	Iteration 92Q: 3 clusters Score -3886250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -3886256.000000 Penalty: 5136.494629
	Iteration 93Q: 3 clusters Score -3886256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -3886252.500000 Penalty: 5136.494629
	Iteration 94Q: 3 clusters Score -3886252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -3886255.250000 Penalty: 5136.494629
	Iteration 95Q: 3 clusters Score -3886255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -3886251.500000 Penalty: 5136.494629
	Iteration 96Q: 3 clusters Score -3886252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -3886257.250000 Penalty: 5136.494629
	Iteration 97Q: 3 clusters Score -3886257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -3886254.500000 Penalty: 5136.494629
	Iteration 98Q: 3 clusters Score -3886254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -3886251.000000 Penalty: 5136.494629
	Iteration 99Q: 3 clusters Score -3886251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -3886246.750000 Penalty: 5136.494629
	Iteration 100F: 3 clusters Score -3886247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -3886256.000000 Penalty: 5136.494629
	Iteration 101Q: 3 clusters Score -3886256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -3886254.750000 Penalty: 5136.494629
	Iteration 102Q: 3 clusters Score -3886255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -3886258.500000 Penalty: 5136.494629
	Iteration 103Q: 3 clusters Score -3886258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -3886248.500000 Penalty: 5136.494629
	Iteration 104Q: 3 clusters Score -3886248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -3886251.750000 Penalty: 5136.494629
	Iteration 105Q: 3 clusters Score -3886252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -3886256.000000 Penalty: 5136.494629
	Iteration 106Q: 3 clusters Score -3886256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -3886253.500000 Penalty: 5136.494629
	Iteration 107Q: 3 clusters Score -3886254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -3886254.500000 Penalty: 5136.494629
	Iteration 108Q: 3 clusters Score -3886254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -3886252.250000 Penalty: 5136.494629
	Iteration 109Q: 3 clusters Score -3886252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -3886255.250000 Penalty: 5136.494629
	Iteration 110Q: 3 clusters Score -3886255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -3886253.000000 Penalty: 5136.494629
	Iteration 111Q: 3 clusters Score -3886253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -3886267.000000 Penalty: 5136.494629
	Iteration 112Q: 3 clusters Score -3886267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -3886257.000000 Penalty: 5136.494629
	Iteration 113Q: 3 clusters Score -3886257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -3886251.250000 Penalty: 5136.494629
	Iteration 114Q: 3 clusters Score -3886251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -3886249.500000 Penalty: 5136.494629
	Iteration 115Q: 3 clusters Score -3886250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -3886257.000000 Penalty: 5136.494629
	Iteration 116Q: 3 clusters Score -3886257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -3886255.500000 Penalty: 5136.494629
	Iteration 117Q: 3 clusters Score -3886256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -3886254.500000 Penalty: 5136.494629
	Iteration 118Q: 3 clusters Score -3886254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -3886252.750000 Penalty: 5136.494629
	Iteration 119Q: 3 clusters Score -3886253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -3886251.750000 Penalty: 5136.494629
	Iteration 120F: 3 clusters Score -3886252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -3886257.250000 Penalty: 5136.494629
	Iteration 121Q: 3 clusters Score -3886257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -3886260.500000 Penalty: 5136.494629
	Iteration 122Q: 3 clusters Score -3886260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -3886266.750000 Penalty: 5136.494629
	Iteration 123Q: 3 clusters Score -3886267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -3886263.250000 Penalty: 5136.494629
	Iteration 124Q: 3 clusters Score -3886263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3886267.500000 Penalty: 5136.494629
	Iteration 125Q: 3 clusters Score -3886268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -3886264.750000 Penalty: 5136.494629
	Iteration 126Q: 3 clusters Score -3886265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -3886264.750000 Penalty: 5136.494629
	Iteration 127F: 3 clusters Score -3886265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (56369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Entering Unmasked Estep 
Score: -6746772.000000 Penalty: 2713.039307
	Iteration 0F: 2 clusters Score -6746772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -6708940.000000 Penalty: 5426.078613
	Iteration 0F: 3 clusters Score -6708940 nChanged 26158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -6723946.500000 Penalty: 5426.078613
	Iteration 1F: 3 clusters Score -6723946 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -6724842.500000 Penalty: 5426.078613
	Iteration 2Q: 3 clusters Score -6724842 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -6725744.500000 Penalty: 5426.078613
	Iteration 3Q: 3 clusters Score -6725744 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -6726589.500000 Penalty: 5426.078613
	Iteration 4Q: 3 clusters Score -6726590 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -6727512.000000 Penalty: 5426.078613
	Iteration 5Q: 3 clusters Score -6727512 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -6728508.500000 Penalty: 5426.078613
	Iteration 6Q: 3 clusters Score -6728508 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -6729775.000000 Penalty: 5426.078613
	Iteration 7Q: 3 clusters Score -6729775 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -6731097.000000 Penalty: 5426.078613
	Iteration 8Q: 3 clusters Score -6731097 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -6732589.000000 Penalty: 5426.078613
	Iteration 9Q: 3 clusters Score -6732589 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -6734349.500000 Penalty: 5426.078613
	Iteration 10Q: 3 clusters Score -6734350 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -6736100.500000 Penalty: 5426.078613
	Iteration 11Q: 3 clusters Score -6736100 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -6737656.000000 Penalty: 5426.078613
	Iteration 12Q: 3 clusters Score -6737656 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -6738957.500000 Penalty: 5426.078613
	Iteration 13Q: 3 clusters Score -6738958 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -6740119.000000 Penalty: 5426.078613
	Iteration 14Q: 3 clusters Score -6740119 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -6741154.500000 Penalty: 5426.078613
	Iteration 15Q: 3 clusters Score -6741154 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52444 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -6742054.000000 Penalty: 5426.078613
	Iteration 16Q: 3 clusters Score -6742054 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53467 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -6742759.500000 Penalty: 5426.078613
	Iteration 17Q: 3 clusters Score -6742760 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54231 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -6743289.500000 Penalty: 5426.078613
	Iteration 18Q: 3 clusters Score -6743290 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54812 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6743716.000000 Penalty: 5426.078613
	Iteration 19Q: 3 clusters Score -6743716 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55197 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6743986.500000 Penalty: 5426.078613
	Iteration 20F: 3 clusters Score -6743986 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6744161.000000 Penalty: 5426.078613
	Iteration 21Q: 3 clusters Score -6744161 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6744281.500000 Penalty: 5426.078613
	Iteration 22Q: 3 clusters Score -6744282 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6744342.000000 Penalty: 5426.078613
	Iteration 23Q: 3 clusters Score -6744342 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6744374.000000 Penalty: 5426.078613
	Iteration 24Q: 3 clusters Score -6744374 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6744394.000000 Penalty: 5426.078613
	Iteration 25Q: 3 clusters Score -6744394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6744407.500000 Penalty: 5426.078613
	Iteration 26Q: 3 clusters Score -6744408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6744426.000000 Penalty: 5426.078613
	Iteration 27Q: 3 clusters Score -6744426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55848 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6744452.000000 Penalty: 5426.078613
	Iteration 28Q: 3 clusters Score -6744452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55860 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6744452.000000 Penalty: 5426.078613
	Iteration 29Q: 3 clusters Score -6744452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6744459.500000 Penalty: 5426.078613
	Iteration 30Q: 3 clusters Score -6744460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6744466.000000 Penalty: 5426.078613
	Iteration 31Q: 3 clusters Score -6744466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55876 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6744478.500000 Penalty: 5426.078613
	Iteration 32Q: 3 clusters Score -6744478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6744478.000000 Penalty: 5426.078613
	Iteration 33Q: 3 clusters Score -6744478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -6744483.500000 Penalty: 5426.078613
	Iteration 34Q: 3 clusters Score -6744484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6744497.500000 Penalty: 5426.078613
	Iteration 35Q: 3 clusters Score -6744498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6744500.500000 Penalty: 5426.078613
	Iteration 36Q: 3 clusters Score -6744500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6744507.000000 Penalty: 5426.078613
	Iteration 37Q: 3 clusters Score -6744507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55910 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6744514.000000 Penalty: 5426.078613
	Iteration 38Q: 3 clusters Score -6744514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55914 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6744519.000000 Penalty: 5426.078613
	Iteration 39Q: 3 clusters Score -6744519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6744518.500000 Penalty: 5426.078613
	Iteration 40F: 3 clusters Score -6744518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6744517.000000 Penalty: 5426.078613
	Iteration 41Q: 3 clusters Score -6744517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55919 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6744520.500000 Penalty: 5426.078613
	Iteration 42Q: 3 clusters Score -6744520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55919 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6744520.500000 Penalty: 5426.078613
	Iteration 43F: 3 clusters Score -6744520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -15411.623047 Penalty: 1273.677979
	Iteration 0F: 2 clusters Score -15411.62 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 84 members 
Entering Unmasked Estep 
Score: -14377.657227 Penalty: 2547.355957
	Iteration 0F: 3 clusters Score -14377.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14442.413086 Penalty: 2547.355957
	Iteration 1F: 3 clusters Score -14442.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14480.182617 Penalty: 2547.355957
	Iteration 2Q: 3 clusters Score -14480.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14496.159180 Penalty: 2547.355957
	Iteration 3Q: 3 clusters Score -14496.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14496.159180 Penalty: 2547.355957
	Iteration 4F: 3 clusters Score -14496.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Entering Unmasked Estep 
Score: -1372493.250000 Penalty: 2309.687988
	Iteration 0F: 2 clusters Score -1372493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1364132.250000 Penalty: 4619.375977
	Iteration 0F: 3 clusters Score -1364132 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1366619.500000 Penalty: 4619.375977
	Iteration 1F: 3 clusters Score -1366620 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1366884.375000 Penalty: 4619.375977
	Iteration 2F: 3 clusters Score -1366884 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1367089.500000 Penalty: 4619.375977
	Iteration 3Q: 3 clusters Score -1367090 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1367255.125000 Penalty: 4619.375977
	Iteration 4Q: 3 clusters Score -1367255 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1367420.750000 Penalty: 4619.375977
	Iteration 5Q: 3 clusters Score -1367421 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1367570.500000 Penalty: 4619.375977
	Iteration 6Q: 3 clusters Score -1367570 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1367752.625000 Penalty: 4619.375977
	Iteration 7Q: 3 clusters Score -1367753 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1368023.750000 Penalty: 4619.375977
	Iteration 8Q: 3 clusters Score -1368024 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1368370.625000 Penalty: 4619.375977
	Iteration 9Q: 3 clusters Score -1368371 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1368743.375000 Penalty: 4619.375977
	Iteration 10Q: 3 clusters Score -1368743 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1369077.875000 Penalty: 4619.375977
	Iteration 11Q: 3 clusters Score -1369078 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1369354.500000 Penalty: 4619.375977
	Iteration 12Q: 3 clusters Score -1369354 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1369592.375000 Penalty: 4619.375977
	Iteration 13Q: 3 clusters Score -1369592 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1369766.375000 Penalty: 4619.375977
	Iteration 14Q: 3 clusters Score -1369766 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1369931.250000 Penalty: 4619.375977
	Iteration 15Q: 3 clusters Score -1369931 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1370051.625000 Penalty: 4619.375977
	Iteration 16Q: 3 clusters Score -1370052 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1370126.000000 Penalty: 4619.375977
	Iteration 17Q: 3 clusters Score -1370126 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1370190.250000 Penalty: 4619.375977
	Iteration 18Q: 3 clusters Score -1370190 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1370238.000000 Penalty: 4619.375977
	Iteration 19Q: 3 clusters Score -1370238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1370272.625000 Penalty: 4619.375977
	Iteration 20F: 3 clusters Score -1370273 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1370301.750000 Penalty: 4619.375977
	Iteration 21Q: 3 clusters Score -1370302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1370322.125000 Penalty: 4619.375977
	Iteration 22Q: 3 clusters Score -1370322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1370341.500000 Penalty: 4619.375977
	Iteration 23Q: 3 clusters Score -1370342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1370358.250000 Penalty: 4619.375977
	Iteration 24Q: 3 clusters Score -1370358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1370372.125000 Penalty: 4619.375977
	Iteration 25Q: 3 clusters Score -1370372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1370387.375000 Penalty: 4619.375977
	Iteration 26Q: 3 clusters Score -1370387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1370401.625000 Penalty: 4619.375977
	Iteration 27Q: 3 clusters Score -1370402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1370409.250000 Penalty: 4619.375977
	Iteration 28Q: 3 clusters Score -1370409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1370416.000000 Penalty: 4619.375977
	Iteration 29Q: 3 clusters Score -1370416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1370420.500000 Penalty: 4619.375977
	Iteration 30Q: 3 clusters Score -1370420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1370425.625000 Penalty: 4619.375977
	Iteration 31Q: 3 clusters Score -1370426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1370428.125000 Penalty: 4619.375977
	Iteration 32Q: 3 clusters Score -1370428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1370429.625000 Penalty: 4619.375977
	Iteration 33Q: 3 clusters Score -1370430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1370438.250000 Penalty: 4619.375977
	Iteration 34Q: 3 clusters Score -1370438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1370436.750000 Penalty: 4619.375977
	Iteration 35Q: 3 clusters Score -1370437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1370439.750000 Penalty: 4619.375977
	Iteration 36Q: 3 clusters Score -1370440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1370440.875000 Penalty: 4619.375977
	Iteration 37Q: 3 clusters Score -1370441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1370440.875000 Penalty: 4619.375977
	Iteration 38F: 3 clusters Score -1370441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Entering Unmasked Estep 
Score: -1101410.000000 Penalty: 2270.711670
	Iteration 0F: 2 clusters Score -1101410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1094109.125000 Penalty: 4541.423340
	Iteration 0F: 3 clusters Score -1094109 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1096211.375000 Penalty: 4541.423340
	Iteration 1F: 3 clusters Score -1096211 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1096516.750000 Penalty: 4541.423340
	Iteration 2F: 3 clusters Score -1096517 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1096776.625000 Penalty: 4541.423340
	Iteration 3F: 3 clusters Score -1096777 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1096988.000000 Penalty: 4541.423340
	Iteration 4Q: 3 clusters Score -1096988 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1097165.250000 Penalty: 4541.423340
	Iteration 5Q: 3 clusters Score -1097165 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1097343.250000 Penalty: 4541.423340
	Iteration 6Q: 3 clusters Score -1097343 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1097527.750000 Penalty: 4541.423340
	Iteration 7Q: 3 clusters Score -1097528 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1097732.375000 Penalty: 4541.423340
	Iteration 8Q: 3 clusters Score -1097732 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1097964.125000 Penalty: 4541.423340
	Iteration 9Q: 3 clusters Score -1097964 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1098226.750000 Penalty: 4541.423340
	Iteration 10Q: 3 clusters Score -1098227 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1098483.000000 Penalty: 4541.423340
	Iteration 11Q: 3 clusters Score -1098483 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1098704.875000 Penalty: 4541.423340
	Iteration 12Q: 3 clusters Score -1098705 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1098891.500000 Penalty: 4541.423340
	Iteration 13Q: 3 clusters Score -1098892 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1099045.125000 Penalty: 4541.423340
	Iteration 14Q: 3 clusters Score -1099045 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1099169.125000 Penalty: 4541.423340
	Iteration 15Q: 3 clusters Score -1099169 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1099245.250000 Penalty: 4541.423340
	Iteration 16Q: 3 clusters Score -1099245 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1099292.000000 Penalty: 4541.423340
	Iteration 17Q: 3 clusters Score -1099292 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1099330.750000 Penalty: 4541.423340
	Iteration 18Q: 3 clusters Score -1099331 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1099365.125000 Penalty: 4541.423340
	Iteration 19Q: 3 clusters Score -1099365 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1099393.500000 Penalty: 4541.423340
	Iteration 20F: 3 clusters Score -1099394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1099415.875000 Penalty: 4541.423340
	Iteration 21Q: 3 clusters Score -1099416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1099438.125000 Penalty: 4541.423340
	Iteration 22Q: 3 clusters Score -1099438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1099448.000000 Penalty: 4541.423340
	Iteration 23Q: 3 clusters Score -1099448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1099451.750000 Penalty: 4541.423340
	Iteration 24Q: 3 clusters Score -1099452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1099458.000000 Penalty: 4541.423340
	Iteration 25Q: 3 clusters Score -1099458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1099461.000000 Penalty: 4541.423340
	Iteration 26Q: 3 clusters Score -1099461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1099466.500000 Penalty: 4541.423340
	Iteration 27Q: 3 clusters Score -1099466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1099470.125000 Penalty: 4541.423340
	Iteration 28Q: 3 clusters Score -1099470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1099474.250000 Penalty: 4541.423340
	Iteration 29Q: 3 clusters Score -1099474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1099475.625000 Penalty: 4541.423340
	Iteration 30Q: 3 clusters Score -1099476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1099475.750000 Penalty: 4541.423340
	Iteration 31Q: 3 clusters Score -1099476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1099475.750000 Penalty: 4541.423340
	Iteration 32F: 3 clusters Score -1099476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -79318.804688 Penalty: 1626.784546
	Iteration 0F: 2 clusters Score -79318.8 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 364 members 
Entering Unmasked Estep 
Score: -77657.601562 Penalty: 3253.569092
	Iteration 0F: 3 clusters Score -77657.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -77897.585938 Penalty: 3253.569092
	Iteration 1F: 3 clusters Score -77897.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -77943.304688 Penalty: 3253.569092
	Iteration 2Q: 3 clusters Score -77943.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -77967.203125 Penalty: 3253.569092
	Iteration 3Q: 3 clusters Score -77967.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -77975.593750 Penalty: 3253.569092
	Iteration 4Q: 3 clusters Score -77975.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -77981.054688 Penalty: 3253.569092
	Iteration 5Q: 3 clusters Score -77981.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -77986.421875 Penalty: 3253.569092
	Iteration 6Q: 3 clusters Score -77986.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -77986.421875 Penalty: 3253.569092
	Iteration 7F: 3 clusters Score -77986.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -87312.296875 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -87312.3 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 379 members 
Entering Unmasked Estep 
Score: -85561.156250 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -85561.16 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -85756.976562 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -85756.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -85824.773438 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -85824.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -85860.148438 Penalty: 3292.729736
	Iteration 3Q: 3 clusters Score -85860.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -85879.046875 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -85879.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85891.898438 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -85891.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -85903.289062 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -85903.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85906.429688 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -85906.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -85912.343750 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -85912.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -85913.601562 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -85913.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -85914.656250 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -85914.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -85917.117188 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -85917.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -85921.765625 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -85921.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -85928.070312 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -85928.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -85930.882812 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -85930.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -85933.984375 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -85933.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85934.742188 Penalty: 3292.729736
	Iteration 16Q: 3 clusters Score -85934.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85934.742188 Penalty: 3292.729736
	Iteration 17F: 3 clusters Score -85934.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -80144.093750 Penalty: 1625.728516
	Iteration 0F: 2 clusters Score -80144.09 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 346 members 
Entering Unmasked Estep 
Score: -78438.437500 Penalty: 3251.457031
	Iteration 0F: 3 clusters Score -78438.44 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78642.398438 Penalty: 3251.457031
	Iteration 1F: 3 clusters Score -78642.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -78724.187500 Penalty: 3251.457031
	Iteration 2F: 3 clusters Score -78724.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -78752.367188 Penalty: 3251.457031
	Iteration 3Q: 3 clusters Score -78752.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -78762.000000 Penalty: 3251.457031
	Iteration 4Q: 3 clusters Score -78762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -78772.789062 Penalty: 3251.457031
	Iteration 5Q: 3 clusters Score -78772.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -78783.523438 Penalty: 3251.457031
	Iteration 6Q: 3 clusters Score -78783.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -78796.156250 Penalty: 3251.457031
	Iteration 7Q: 3 clusters Score -78796.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -78810.000000 Penalty: 3251.457031
	Iteration 8Q: 3 clusters Score -78810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -78822.429688 Penalty: 3251.457031
	Iteration 9Q: 3 clusters Score -78822.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78826.906250 Penalty: 3251.457031
	Iteration 10Q: 3 clusters Score -78826.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -78828.257812 Penalty: 3251.457031
	Iteration 11Q: 3 clusters Score -78828.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -78831.335938 Penalty: 3251.457031
	Iteration 12Q: 3 clusters Score -78831.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -78840.179688 Penalty: 3251.457031
	Iteration 13Q: 3 clusters Score -78840.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78842.351562 Penalty: 3251.457031
	Iteration 14Q: 3 clusters Score -78842.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -78845.195312 Penalty: 3251.457031
	Iteration 15Q: 3 clusters Score -78845.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -78846.320312 Penalty: 3251.457031
	Iteration 16Q: 3 clusters Score -78846.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78847.203125 Penalty: 3251.457031
	Iteration 17Q: 3 clusters Score -78847.2 nChanged 1
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: -78849.210938 Penalty: 3251.457031
	Iteration 18Q: 3 clusters Score -78849.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -78851.781250 Penalty: 3251.457031
	Iteration 19Q: 3 clusters Score -78851.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -78855.304688 Penalty: 3251.457031
	Iteration 20F: 3 clusters Score -78855.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -78861.859375 Penalty: 3251.457031
	Iteration 21Q: 3 clusters Score -78861.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -78864.281250 Penalty: 3251.457031
	Iteration 22Q: 3 clusters Score -78864.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -78865.148438 Penalty: 3251.457031
	Iteration 23Q: 3 clusters Score -78865.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -78867.039062 Penalty: 3251.457031
	Iteration 24Q: 3 clusters Score -78867.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -78867.039062 Penalty: 3251.457031
	Iteration 25F: 3 clusters Score -78867.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -26992.591797 Penalty: 1364.312134
	Iteration 0F: 2 clusters Score -26992.59 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 119 members 
Entering Unmasked Estep 
Score: -25776.490234 Penalty: 2728.624268
	Iteration 0F: 3 clusters Score -25776.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -25879.652344 Penalty: 2728.624268
	Iteration 1F: 3 clusters Score -25879.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25891.761719 Penalty: 2728.624268
	Iteration 2Q: 3 clusters Score -25891.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25891.761719 Penalty: 2728.624268
	Iteration 3F: 3 clusters Score -25891.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -76900.921875 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -76900.92 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 347 members 
Entering Unmasked Estep 
Score: -75269.234375 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -75269.23 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -75450.929688 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -75450.93 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -75516.187500 Penalty: 3256.371582
	Iteration 2F: 3 clusters Score -75516.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -75544.796875 Penalty: 3256.371582
	Iteration 3Q: 3 clusters Score -75544.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -75555.679688 Penalty: 3256.371582
	Iteration 4Q: 3 clusters Score -75555.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -75564.812500 Penalty: 3256.371582
	Iteration 5Q: 3 clusters Score -75564.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -75570.734375 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -75570.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -75573.648438 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -75573.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -75578.953125 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -75578.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -75578.953125 Penalty: 3256.371582
	Iteration 9F: 3 clusters Score -75578.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Entering Unmasked Estep 
Score: -2491968.500000 Penalty: 2453.697510
	Iteration 0F: 2 clusters Score -2491968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2478035.750000 Penalty: 4907.395020
	Iteration 0F: 3 clusters Score -2478036 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2482786.000000 Penalty: 4907.395020
	Iteration 1F: 3 clusters Score -2482786 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2483319.250000 Penalty: 4907.395020
	Iteration 2F: 3 clusters Score -2483319 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2483828.000000 Penalty: 4907.395020
	Iteration 3F: 3 clusters Score -2483828 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2484464.500000 Penalty: 4907.395020
	Iteration 4F: 3 clusters Score -2484464 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2485289.000000 Penalty: 4907.395020
	Iteration 5F: 3 clusters Score -2485289 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2486221.000000 Penalty: 4907.395020
	Iteration 6F: 3 clusters Score -2486221 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2487198.000000 Penalty: 4907.395020
	Iteration 7F: 3 clusters Score -2487198 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2488030.750000 Penalty: 4907.395020
	Iteration 8Q: 3 clusters Score -2488031 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2488754.750000 Penalty: 4907.395020
	Iteration 9Q: 3 clusters Score -2488755 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2489232.750000 Penalty: 4907.395020
	Iteration 10Q: 3 clusters Score -2489233 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2489505.500000 Penalty: 4907.395020
	Iteration 11Q: 3 clusters Score -2489506 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2489642.000000 Penalty: 4907.395020
	Iteration 12Q: 3 clusters Score -2489642 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2489735.250000 Penalty: 4907.395020
	Iteration 13Q: 3 clusters Score -2489735 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2489794.750000 Penalty: 4907.395020
	Iteration 14Q: 3 clusters Score -2489795 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -2489826.250000 Penalty: 4907.395020
	Iteration 15Q: 3 clusters Score -2489826 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2489854.500000 Penalty: 4907.395020
	Iteration 16Q: 3 clusters Score -2489854 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2489884.000000 Penalty: 4907.395020
	Iteration 17Q: 3 clusters Score -2489884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2489899.750000 Penalty: 4907.395020
	Iteration 18Q: 3 clusters Score -2489900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2489907.000000 Penalty: 4907.395020
	Iteration 19Q: 3 clusters Score -2489907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2489914.000000 Penalty: 4907.395020
	Iteration 20F: 3 clusters Score -2489914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2489918.250000 Penalty: 4907.395020
	Iteration 21Q: 3 clusters Score -2489918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2489923.500000 Penalty: 4907.395020
	Iteration 22Q: 3 clusters Score -2489924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2489929.000000 Penalty: 4907.395020
	Iteration 23Q: 3 clusters Score -2489929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -2489933.000000 Penalty: 4907.395020
	Iteration 24Q: 3 clusters Score -2489933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2489940.250000 Penalty: 4907.395020
	Iteration 25Q: 3 clusters Score -2489940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2489940.750000 Penalty: 4907.395020
	Iteration 26Q: 3 clusters Score -2489941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2489943.500000 Penalty: 4907.395020
	Iteration 27Q: 3 clusters Score -2489944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2489944.250000 Penalty: 4907.395020
	Iteration 28Q: 3 clusters Score -2489944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2489946.500000 Penalty: 4907.395020
	Iteration 29Q: 3 clusters Score -2489946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2489947.500000 Penalty: 4907.395020
	Iteration 30Q: 3 clusters Score -2489948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2489946.000000 Penalty: 4907.395020
	Iteration 31Q: 3 clusters Score -2489946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2489948.500000 Penalty: 4907.395020
	Iteration 32Q: 3 clusters Score -2489948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2489949.000000 Penalty: 4907.395020
	Iteration 33Q: 3 clusters Score -2489949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2489951.750000 Penalty: 4907.395020
	Iteration 34Q: 3 clusters Score -2489952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2489950.500000 Penalty: 4907.395020
	Iteration 35Q: 3 clusters Score -2489950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2489955.250000 Penalty: 4907.395020
	Iteration 36Q: 3 clusters Score -2489955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2489954.000000 Penalty: 4907.395020
	Iteration 37Q: 3 clusters Score -2489954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2489956.250000 Penalty: 4907.395020
	Iteration 38Q: 3 clusters Score -2489956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2489955.500000 Penalty: 4907.395020
	Iteration 39Q: 3 clusters Score -2489956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2489954.500000 Penalty: 4907.395020
	Iteration 40F: 3 clusters Score -2489954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2489957.750000 Penalty: 4907.395020
	Iteration 41Q: 3 clusters Score -2489958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2489957.750000 Penalty: 4907.395020
	Iteration 42F: 3 clusters Score -2489958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (160407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160407 members 
Entering Unmasked Estep 
Score: -19447216.000000 Penalty: 2972.396484
	Iteration 0F: 2 clusters Score -1.944722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80038 members 
Mstep: Class 2 contains 80369 members 
Entering Unmasked Estep 
Score: -19339806.000000 Penalty: 5944.792969
	Iteration 0F: 3 clusters Score -1.933981e+07 nChanged 77008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79300 members 
Mstep: Class 2 contains 81107 members 
Entering Unmasked Estep 
Score: -19384700.000000 Penalty: 5944.792969
	Iteration 1F: 3 clusters Score -1.93847e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79059 members 
Mstep: Class 2 contains 81348 members 
Entering Unmasked Estep 
Score: -19385754.000000 Penalty: 5944.792969
	Iteration 2Q: 3 clusters Score -1.938575e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78749 members 
Mstep: Class 2 contains 81658 members 
Entering Unmasked Estep 
Score: -19387130.000000 Penalty: 5944.792969
	Iteration 3Q: 3 clusters Score -1.938713e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78427 members 
Mstep: Class 2 contains 81980 members 
Entering Unmasked Estep 
Score: -19388718.000000 Penalty: 5944.792969
	Iteration 4Q: 3 clusters Score -1.938872e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77932 members 
Mstep: Class 2 contains 82475 members 
Entering Unmasked Estep 
Score: -19390766.000000 Penalty: 5944.792969
	Iteration 5Q: 3 clusters Score -1.939077e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77245 members 
Mstep: Class 2 contains 83162 members 
Entering Unmasked Estep 
Score: -19392980.000000 Penalty: 5944.792969
	Iteration 6Q: 3 clusters Score -1.939298e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76368 members 
Mstep: Class 2 contains 84039 members 
Entering Unmasked Estep 
Score: -19395278.000000 Penalty: 5944.792969
	Iteration 7Q: 3 clusters Score -1.939528e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 85474 members 
Entering Unmasked Estep 
Score: -19397934.000000 Penalty: 5944.792969
	Iteration 8Q: 3 clusters Score -1.939793e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72821 members 
Mstep: Class 2 contains 87586 members 
Entering Unmasked Estep 
Score: -19400584.000000 Penalty: 5944.792969
	Iteration 9Q: 3 clusters Score -1.940058e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69864 members 
Mstep: Class 2 contains 90543 members 
Entering Unmasked Estep 
Score: -19403316.000000 Penalty: 5944.792969
	Iteration 10Q: 3 clusters Score -1.940332e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65890 members 
Mstep: Class 2 contains 94517 members 
Entering Unmasked Estep 
Score: -19406086.000000 Penalty: 5944.792969
	Iteration 11Q: 3 clusters Score -1.940609e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60795 members 
Mstep: Class 2 contains 99612 members 
Entering Unmasked Estep 
Score: -19409492.000000 Penalty: 5944.792969
	Iteration 12Q: 3 clusters Score -1.940949e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54636 members 
Mstep: Class 2 contains 105771 members 
Entering Unmasked Estep 
Score: -19413270.000000 Penalty: 5944.792969
	Iteration 13Q: 3 clusters Score -1.941327e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 112980 members 
Entering Unmasked Estep 
Score: -19417516.000000 Penalty: 5944.792969
	Iteration 14Q: 3 clusters Score -1.941752e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 120917 members 
Entering Unmasked Estep 
Score: -19422554.000000 Penalty: 5944.792969
	Iteration 15F: 3 clusters Score -1.942255e+07 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 129053 members 
Entering Unmasked Estep 
Score: -19427896.000000 Penalty: 5944.792969
	Iteration 16F: 3 clusters Score -1.94279e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 136534 members 
Entering Unmasked Estep 
Score: -19432546.000000 Penalty: 5944.792969
	Iteration 17Q: 3 clusters Score -1.943255e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 142807 members 
Entering Unmasked Estep 
Score: -19436280.000000 Penalty: 5944.792969
	Iteration 18Q: 3 clusters Score -1.943628e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 147732 members 
Entering Unmasked Estep 
Score: -19439264.000000 Penalty: 5944.792969
	Iteration 19Q: 3 clusters Score -1.943926e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 151270 members 
Entering Unmasked Estep 
Score: -19441194.000000 Penalty: 5944.792969
	Iteration 20F: 3 clusters Score -1.944119e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 153741 members 
Entering Unmasked Estep 
Score: -19442416.000000 Penalty: 5944.792969
	Iteration 21Q: 3 clusters Score -1.944242e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 155368 members 
Entering Unmasked Estep 
Score: -19443100.000000 Penalty: 5944.792969
	Iteration 22Q: 3 clusters Score -1.94431e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 156434 members 
Entering Unmasked Estep 
Score: -19443466.000000 Penalty: 5944.792969
	Iteration 23Q: 3 clusters Score -1.944347e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 157135 members 
Entering Unmasked Estep 
Score: -19443744.000000 Penalty: 5944.792969
	Iteration 24Q: 3 clusters Score -1.944374e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 157636 members 
Entering Unmasked Estep 
Score: -19444054.000000 Penalty: 5944.792969
	Iteration 25Q: 3 clusters Score -1.944405e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 158020 members 
Entering Unmasked Estep 
Score: -19444258.000000 Penalty: 5944.792969
	Iteration 26Q: 3 clusters Score -1.944426e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 158291 members 
Entering Unmasked Estep 
Score: -19444404.000000 Penalty: 5944.792969
	Iteration 27Q: 3 clusters Score -1.94444e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 158477 members 
Entering Unmasked Estep 
Score: -19444456.000000 Penalty: 5944.792969
	Iteration 28Q: 3 clusters Score -1.944446e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 158591 members 
Entering Unmasked Estep 
Score: -19444528.000000 Penalty: 5944.792969
	Iteration 29Q: 3 clusters Score -1.944453e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 158689 members 
Entering Unmasked Estep 
Score: -19444566.000000 Penalty: 5944.792969
	Iteration 30Q: 3 clusters Score -1.944457e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 158775 members 
Entering Unmasked Estep 
Score: -19444608.000000 Penalty: 5944.792969
	Iteration 31Q: 3 clusters Score -1.944461e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 158848 members 
Entering Unmasked Estep 
Score: -19444614.000000 Penalty: 5944.792969
	Iteration 32Q: 3 clusters Score -1.944461e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 158899 members 
Entering Unmasked Estep 
Score: -19444630.000000 Penalty: 5944.792969
	Iteration 33Q: 3 clusters Score -1.944463e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 158939 members 
Entering Unmasked Estep 
Score: -19444672.000000 Penalty: 5944.792969
	Iteration 34Q: 3 clusters Score -1.944467e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 158965 members 
Entering Unmasked Estep 
Score: -19444696.000000 Penalty: 5944.792969
	Iteration 35Q: 3 clusters Score -1.94447e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 158996 members 
Entering Unmasked Estep 
Score: -19444746.000000 Penalty: 5944.792969
	Iteration 36Q: 3 clusters Score -1.944475e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 159024 members 
Entering Unmasked Estep 
Score: -19444758.000000 Penalty: 5944.792969
	Iteration 37Q: 3 clusters Score -1.944476e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 159051 members 
Entering Unmasked Estep 
Score: -19444760.000000 Penalty: 5944.792969
	Iteration 38Q: 3 clusters Score -1.944476e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 159076 members 
Entering Unmasked Estep 
Score: -19444780.000000 Penalty: 5944.792969
	Iteration 39Q: 3 clusters Score -1.944478e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 159096 members 
Entering Unmasked Estep 
Score: -19444784.000000 Penalty: 5944.792969
	Iteration 40F: 3 clusters Score -1.944478e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 159110 members 
Entering Unmasked Estep 
Score: -19444778.000000 Penalty: 5944.792969
	Iteration 41Q: 3 clusters Score -1.944478e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 159125 members 
Entering Unmasked Estep 
Score: -19444790.000000 Penalty: 5944.792969
	Iteration 42Q: 3 clusters Score -1.944479e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 159134 members 
Entering Unmasked Estep 
Score: -19444802.000000 Penalty: 5944.792969
	Iteration 43Q: 3 clusters Score -1.94448e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 159139 members 
Entering Unmasked Estep 
Score: -19444818.000000 Penalty: 5944.792969
	Iteration 44Q: 3 clusters Score -1.944482e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 159149 members 
Entering Unmasked Estep 
Score: -19444804.000000 Penalty: 5944.792969
	Iteration 45Q: 3 clusters Score -1.94448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 159157 members 
Entering Unmasked Estep 
Score: -19444804.000000 Penalty: 5944.792969
	Iteration 46Q: 3 clusters Score -1.94448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 159165 members 
Entering Unmasked Estep 
Score: -19444802.000000 Penalty: 5944.792969
	Iteration 47Q: 3 clusters Score -1.94448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 159165 members 
Entering Unmasked Estep 
Score: -19444794.000000 Penalty: 5944.792969
	Iteration 48Q: 3 clusters Score -1.944479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 159168 members 
Entering Unmasked Estep 
Score: -19444804.000000 Penalty: 5944.792969
	Iteration 49Q: 3 clusters Score -1.94448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 159174 members 
Entering Unmasked Estep 
Score: -19444802.000000 Penalty: 5944.792969
	Iteration 50Q: 3 clusters Score -1.94448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 159179 members 
Entering Unmasked Estep 
Score: -19444790.000000 Penalty: 5944.792969
	Iteration 51Q: 3 clusters Score -1.944479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 159181 members 
Entering Unmasked Estep 
Score: -19444798.000000 Penalty: 5944.792969
	Iteration 52Q: 3 clusters Score -1.94448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 159183 members 
Entering Unmasked Estep 
Score: -19444810.000000 Penalty: 5944.792969
	Iteration 53Q: 3 clusters Score -1.944481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 159188 members 
Entering Unmasked Estep 
Score: -19444816.000000 Penalty: 5944.792969
	Iteration 54Q: 3 clusters Score -1.944482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 159192 members 
Entering Unmasked Estep 
Score: -19444810.000000 Penalty: 5944.792969
	Iteration 55Q: 3 clusters Score -1.944481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 159197 members 
Entering Unmasked Estep 
Score: -19444808.000000 Penalty: 5944.792969
	Iteration 56Q: 3 clusters Score -1.944481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 159200 members 
Entering Unmasked Estep 
Score: -19444810.000000 Penalty: 5944.792969
	Iteration 57Q: 3 clusters Score -1.944481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 159204 members 
Entering Unmasked Estep 
Score: -19444810.000000 Penalty: 5944.792969
	Iteration 58Q: 3 clusters Score -1.944481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 159209 members 
Entering Unmasked Estep 
Score: -19444818.000000 Penalty: 5944.792969
	Iteration 59Q: 3 clusters Score -1.944482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 159217 members 
Entering Unmasked Estep 
Score: -19444824.000000 Penalty: 5944.792969
	Iteration 60F: 3 clusters Score -1.944482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 159217 members 
Entering Unmasked Estep 
Score: -19444834.000000 Penalty: 5944.792969
	Iteration 61Q: 3 clusters Score -1.944483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 159219 members 
Entering Unmasked Estep 
Score: -19444838.000000 Penalty: 5944.792969
	Iteration 62Q: 3 clusters Score -1.944484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 159222 members 
Entering Unmasked Estep 
Score: -19444834.000000 Penalty: 5944.792969
	Iteration 63Q: 3 clusters Score -1.944483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 159223 members 
Entering Unmasked Estep 
Score: -19444846.000000 Penalty: 5944.792969
	Iteration 64Q: 3 clusters Score -1.944485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 159225 members 
Entering Unmasked Estep 
Score: -19444844.000000 Penalty: 5944.792969
	Iteration 65Q: 3 clusters Score -1.944484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 159225 members 
Entering Unmasked Estep 
Score: -19444844.000000 Penalty: 5944.792969
	Iteration 66F: 3 clusters Score -1.944484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230122 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 241972 members 
Mstep: Class 4 contains 32232 members 
Mstep: Class 5 contains 9428 members 
Mstep: Class 6 contains 65362 members 
Mstep: Class 7 contains 25797 members 
Mstep: Class 8 contains 30343 members 
Mstep: Class 9 contains 38849 members 
Mstep: Class 10 contains 12455 members 
Mstep: Class 11 contains 22581 members 
Mstep: Class 12 contains 28276 members 
Mstep: Class 13 contains 62105 members 
Mstep: Class 14 contains 129124 members 
Mstep: Class 15 contains 6358 members 
Mstep: Class 16 contains 68505 members 
Mstep: Class 17 contains 18531 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7313 members 
Mstep: Class 20 contains 31440 members 
Mstep: Class 21 contains 56369 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11084 members 
Mstep: Class 24 contains 9472 members 
Mstep: Class 25 contains 706 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19810 members 
Mstep: Class 31 contains 160407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457088.000000 Penalty: 108421.421875
Iteration 319Q: 32 clusters Score -1.584571e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230124 members 
Mstep: Class 2 contains 11280 members 
Mstep: Class 3 contains 241971 members 
Mstep: Class 4 contains 32234 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 65367 members 
Mstep: Class 7 contains 25796 members 
Mstep: Class 8 contains 30341 members 
Mstep: Class 9 contains 38850 members 
Mstep: Class 10 contains 12313 members 
Mstep: Class 11 contains 22580 members 
Mstep: Class 12 contains 28359 members 
Mstep: Class 13 contains 62265 members 
Mstep: Class 14 contains 129122 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68505 members 
Mstep: Class 17 contains 18547 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7318 members 
Mstep: Class 20 contains 31442 members 
Mstep: Class 21 contains 56365 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9471 members 
Mstep: Class 25 contains 706 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19812 members 
Mstep: Class 31 contains 160279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457024.000000 Penalty: 108421.421875
Iteration 320F: 32 clusters Score -1.58457e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230125 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 241979 members 
Mstep: Class 4 contains 32232 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 65369 members 
Mstep: Class 7 contains 25798 members 
Mstep: Class 8 contains 30341 members 
Mstep: Class 9 contains 38850 members 
Mstep: Class 10 contains 12188 members 
Mstep: Class 11 contains 22582 members 
Mstep: Class 12 contains 28426 members 
Mstep: Class 13 contains 62408 members 
Mstep: Class 14 contains 129121 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68504 members 
Mstep: Class 17 contains 18561 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7318 members 
Mstep: Class 20 contains 31438 members 
Mstep: Class 21 contains 56366 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9471 members 
Mstep: Class 25 contains 706 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19813 members 
Mstep: Class 31 contains 160167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457040.000000 Penalty: 108421.421875
Iteration 321Q: 32 clusters Score -1.58457e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230127 members 
Mstep: Class 2 contains 11286 members 
Mstep: Class 3 contains 241979 members 
Mstep: Class 4 contains 32229 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 65383 members 
Mstep: Class 7 contains 25799 members 
Mstep: Class 8 contains 30341 members 
Mstep: Class 9 contains 38851 members 
Mstep: Class 10 contains 12054 members 
Mstep: Class 11 contains 22581 members 
Mstep: Class 12 contains 28497 members 
Mstep: Class 13 contains 62544 members 
Mstep: Class 14 contains 129126 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68504 members 
Mstep: Class 17 contains 18574 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31437 members 
Mstep: Class 21 contains 56365 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9472 members 
Mstep: Class 25 contains 706 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19812 members 
Mstep: Class 31 contains 160059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457088.000000 Penalty: 108421.421875
Iteration 322Q: 32 clusters Score -1.584571e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230130 members 
Mstep: Class 2 contains 11286 members 
Mstep: Class 3 contains 241980 members 
Mstep: Class 4 contains 32229 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 65384 members 
Mstep: Class 7 contains 25799 members 
Mstep: Class 8 contains 30339 members 
Mstep: Class 9 contains 38851 members 
Mstep: Class 10 contains 11941 members 
Mstep: Class 11 contains 22579 members 
Mstep: Class 12 contains 28540 members 
Mstep: Class 13 contains 62672 members 
Mstep: Class 14 contains 129130 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68503 members 
Mstep: Class 17 contains 18583 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31437 members 
Mstep: Class 21 contains 56370 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9475 members 
Mstep: Class 25 contains 706 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19812 members 
Mstep: Class 31 contains 159980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457168.000000 Penalty: 108421.421875
Iteration 323Q: 32 clusters Score -1.584572e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230135 members 
Mstep: Class 2 contains 11285 members 
Mstep: Class 3 contains 241982 members 
Mstep: Class 4 contains 32228 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 65389 members 
Mstep: Class 7 contains 25796 members 
Mstep: Class 8 contains 30340 members 
Mstep: Class 9 contains 38851 members 
Mstep: Class 10 contains 11862 members 
Mstep: Class 11 contains 22579 members 
Mstep: Class 12 contains 28585 members 
Mstep: Class 13 contains 62765 members 
Mstep: Class 14 contains 129131 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 18583 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7319 members 
Mstep: Class 20 contains 31437 members 
Mstep: Class 21 contains 56368 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9477 members 
Mstep: Class 25 contains 706 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19812 members 
Mstep: Class 31 contains 159914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456992.000000 Penalty: 108421.421875
Iteration 324Q: 32 clusters Score -1.58457e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230137 members 
Mstep: Class 2 contains 11284 members 
Mstep: Class 3 contains 241983 members 
Mstep: Class 4 contains 32228 members 
Mstep: Class 5 contains 9428 members 
Mstep: Class 6 contains 65381 members 
Mstep: Class 7 contains 25797 members 
Mstep: Class 8 contains 30340 members 
Mstep: Class 9 contains 38851 members 
Mstep: Class 10 contains 11792 members 
Mstep: Class 11 contains 22581 members 
Mstep: Class 12 contains 28624 members 
Mstep: Class 13 contains 62840 members 
Mstep: Class 14 contains 129133 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 18588 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7319 members 
Mstep: Class 20 contains 31438 members 
Mstep: Class 21 contains 56371 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9479 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19812 members 
Mstep: Class 31 contains 159862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456864.000000 Penalty: 108421.421875
Iteration 325Q: 32 clusters Score -1.584569e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230137 members 
Mstep: Class 2 contains 11287 members 
Mstep: Class 3 contains 241986 members 
Mstep: Class 4 contains 32228 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 65376 members 
Mstep: Class 7 contains 25797 members 
Mstep: Class 8 contains 30339 members 
Mstep: Class 9 contains 38851 members 
Mstep: Class 10 contains 11741 members 
Mstep: Class 11 contains 22583 members 
Mstep: Class 12 contains 28653 members 
Mstep: Class 13 contains 62913 members 
Mstep: Class 14 contains 129135 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 18589 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7319 members 
Mstep: Class 20 contains 31439 members 
Mstep: Class 21 contains 56370 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9479 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19812 members 
Mstep: Class 31 contains 159807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456960.000000 Penalty: 108421.421875
Iteration 326Q: 32 clusters Score -1.58457e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230134 members 
Mstep: Class 2 contains 11285 members 
Mstep: Class 3 contains 241988 members 
Mstep: Class 4 contains 32228 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 65367 members 
Mstep: Class 7 contains 25796 members 
Mstep: Class 8 contains 30340 members 
Mstep: Class 9 contains 38852 members 
Mstep: Class 10 contains 11696 members 
Mstep: Class 11 contains 22584 members 
Mstep: Class 12 contains 28675 members 
Mstep: Class 13 contains 62977 members 
Mstep: Class 14 contains 129135 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 18590 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7319 members 
Mstep: Class 20 contains 31439 members 
Mstep: Class 21 contains 56373 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9479 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19812 members 
Mstep: Class 31 contains 159772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457072.000000 Penalty: 108421.421875
Iteration 327Q: 32 clusters Score -1.584571e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230131 members 
Mstep: Class 2 contains 11287 members 
Mstep: Class 3 contains 241988 members 
Mstep: Class 4 contains 32229 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 65360 members 
Mstep: Class 7 contains 25798 members 
Mstep: Class 8 contains 30340 members 
Mstep: Class 9 contains 38853 members 
Mstep: Class 10 contains 11657 members 
Mstep: Class 11 contains 22583 members 
Mstep: Class 12 contains 28703 members 
Mstep: Class 13 contains 63027 members 
Mstep: Class 14 contains 129137 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 18592 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7319 members 
Mstep: Class 20 contains 31439 members 
Mstep: Class 21 contains 56373 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9479 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19812 members 
Mstep: Class 31 contains 159734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457136.000000 Penalty: 108421.421875
Iteration 328Q: 32 clusters Score -1.584571e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230129 members 
Mstep: Class 2 contains 11288 members 
Mstep: Class 3 contains 241990 members 
Mstep: Class 4 contains 32230 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 65352 members 
Mstep: Class 7 contains 25799 members 
Mstep: Class 8 contains 30339 members 
Mstep: Class 9 contains 38856 members 
Mstep: Class 10 contains 11615 members 
Mstep: Class 11 contains 22585 members 
Mstep: Class 12 contains 28734 members 
Mstep: Class 13 contains 63060 members 
Mstep: Class 14 contains 129135 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68503 members 
Mstep: Class 17 contains 18597 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31439 members 
Mstep: Class 21 contains 56371 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9479 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19812 members 
Mstep: Class 31 contains 159710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456976.000000 Penalty: 108421.421875
Iteration 329Q: 32 clusters Score -1.58457e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230125 members 
Mstep: Class 2 contains 11287 members 
Mstep: Class 3 contains 241991 members 
Mstep: Class 4 contains 32230 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 65351 members 
Mstep: Class 7 contains 25799 members 
Mstep: Class 8 contains 30338 members 
Mstep: Class 9 contains 38856 members 
Mstep: Class 10 contains 11566 members 
Mstep: Class 11 contains 22586 members 
Mstep: Class 12 contains 28763 members 
Mstep: Class 13 contains 63101 members 
Mstep: Class 14 contains 129135 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68503 members 
Mstep: Class 17 contains 18603 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31439 members 
Mstep: Class 21 contains 56372 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9478 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19812 members 
Mstep: Class 31 contains 159688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456992.000000 Penalty: 108421.421875
Iteration 330Q: 32 clusters Score -1.58457e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230123 members 
Mstep: Class 2 contains 11281 members 
Mstep: Class 3 contains 241993 members 
Mstep: Class 4 contains 32230 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 65346 members 
Mstep: Class 7 contains 25800 members 
Mstep: Class 8 contains 30338 members 
Mstep: Class 9 contains 38856 members 
Mstep: Class 10 contains 11515 members 
Mstep: Class 11 contains 22587 members 
Mstep: Class 12 contains 28781 members 
Mstep: Class 13 contains 63154 members 
Mstep: Class 14 contains 129136 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68503 members 
Mstep: Class 17 contains 18602 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31439 members 
Mstep: Class 21 contains 56372 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9478 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19812 members 
Mstep: Class 31 contains 159677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457008.000000 Penalty: 108421.421875
Iteration 331Q: 32 clusters Score -1.58457e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230122 members 
Mstep: Class 2 contains 11277 members 
Mstep: Class 3 contains 241992 members 
Mstep: Class 4 contains 32231 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 25800 members 
Mstep: Class 8 contains 30339 members 
Mstep: Class 9 contains 38856 members 
Mstep: Class 10 contains 11471 members 
Mstep: Class 11 contains 22587 members 
Mstep: Class 12 contains 28798 members 
Mstep: Class 13 contains 63203 members 
Mstep: Class 14 contains 129136 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68503 members 
Mstep: Class 17 contains 18602 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31439 members 
Mstep: Class 21 contains 56373 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9479 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19812 members 
Mstep: Class 31 contains 159663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457008.000000 Penalty: 108421.421875
Iteration 332Q: 32 clusters Score -1.58457e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230121 members 
Mstep: Class 2 contains 11276 members 
Mstep: Class 3 contains 241990 members 
Mstep: Class 4 contains 32232 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 65328 members 
Mstep: Class 7 contains 25800 members 
Mstep: Class 8 contains 30338 members 
Mstep: Class 9 contains 38856 members 
Mstep: Class 10 contains 11431 members 
Mstep: Class 11 contains 22590 members 
Mstep: Class 12 contains 28823 members 
Mstep: Class 13 contains 63243 members 
Mstep: Class 14 contains 129139 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68505 members 
Mstep: Class 17 contains 18604 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31439 members 
Mstep: Class 21 contains 56372 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9479 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19812 members 
Mstep: Class 31 contains 159645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457024.000000 Penalty: 108421.421875
Iteration 333Q: 32 clusters Score -1.58457e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230126 members 
Mstep: Class 2 contains 11276 members 
Mstep: Class 3 contains 241990 members 
Mstep: Class 4 contains 32233 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 65315 members 
Mstep: Class 7 contains 25799 members 
Mstep: Class 8 contains 30338 members 
Mstep: Class 9 contains 38856 members 
Mstep: Class 10 contains 11388 members 
Mstep: Class 11 contains 22591 members 
Mstep: Class 12 contains 28842 members 
Mstep: Class 13 contains 63299 members 
Mstep: Class 14 contains 129140 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68507 members 
Mstep: Class 17 contains 18607 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31439 members 
Mstep: Class 21 contains 56371 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9479 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19812 members 
Mstep: Class 31 contains 159614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456944.000000 Penalty: 108421.421875
Iteration 334Q: 32 clusters Score -1.584569e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230128 members 
Mstep: Class 2 contains 11276 members 
Mstep: Class 3 contains 241988 members 
Mstep: Class 4 contains 32232 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 65314 members 
Mstep: Class 7 contains 25801 members 
Mstep: Class 8 contains 30338 members 
Mstep: Class 9 contains 38856 members 
Mstep: Class 10 contains 11343 members 
Mstep: Class 11 contains 22592 members 
Mstep: Class 12 contains 28862 members 
Mstep: Class 13 contains 63339 members 
Mstep: Class 14 contains 129142 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68506 members 
Mstep: Class 17 contains 18610 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31439 members 
Mstep: Class 21 contains 56371 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9479 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19812 members 
Mstep: Class 31 contains 159594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456960.000000 Penalty: 108421.421875
Iteration 335Q: 32 clusters Score -1.58457e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230125 members 
Mstep: Class 2 contains 11277 members 
Mstep: Class 3 contains 241987 members 
Mstep: Class 4 contains 32230 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65315 members 
Mstep: Class 7 contains 25803 members 
Mstep: Class 8 contains 30339 members 
Mstep: Class 9 contains 38856 members 
Mstep: Class 10 contains 11310 members 
Mstep: Class 11 contains 22595 members 
Mstep: Class 12 contains 28887 members 
Mstep: Class 13 contains 63367 members 
Mstep: Class 14 contains 129145 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68504 members 
Mstep: Class 17 contains 18609 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31439 members 
Mstep: Class 21 contains 56368 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9479 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19813 members 
Mstep: Class 31 contains 159575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456944.000000 Penalty: 108421.421875
Iteration 336Q: 32 clusters Score -1.584569e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230126 members 
Mstep: Class 2 contains 11278 members 
Mstep: Class 3 contains 241988 members 
Mstep: Class 4 contains 32228 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65312 members 
Mstep: Class 7 contains 25803 members 
Mstep: Class 8 contains 30339 members 
Mstep: Class 9 contains 38856 members 
Mstep: Class 10 contains 11285 members 
Mstep: Class 11 contains 22595 members 
Mstep: Class 12 contains 28906 members 
Mstep: Class 13 contains 63397 members 
Mstep: Class 14 contains 129146 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68503 members 
Mstep: Class 17 contains 18608 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31439 members 
Mstep: Class 21 contains 56368 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9479 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456992.000000 Penalty: 108421.421875
Iteration 337Q: 32 clusters Score -1.58457e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230126 members 
Mstep: Class 2 contains 11279 members 
Mstep: Class 3 contains 241991 members 
Mstep: Class 4 contains 32227 members 
Mstep: Class 5 contains 9425 members 
Mstep: Class 6 contains 65309 members 
Mstep: Class 7 contains 25804 members 
Mstep: Class 8 contains 30340 members 
Mstep: Class 9 contains 38856 members 
Mstep: Class 10 contains 11270 members 
Mstep: Class 11 contains 22594 members 
Mstep: Class 12 contains 28918 members 
Mstep: Class 13 contains 63415 members 
Mstep: Class 14 contains 129148 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 18607 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31439 members 
Mstep: Class 21 contains 56365 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9479 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456880.000000 Penalty: 108421.421875
Iteration 338Q: 32 clusters Score -1.584569e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230127 members 
Mstep: Class 2 contains 11279 members 
Mstep: Class 3 contains 241994 members 
Mstep: Class 4 contains 32227 members 
Mstep: Class 5 contains 9424 members 
Mstep: Class 6 contains 65311 members 
Mstep: Class 7 contains 25804 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38856 members 
Mstep: Class 10 contains 11263 members 
Mstep: Class 11 contains 22592 members 
Mstep: Class 12 contains 28927 members 
Mstep: Class 13 contains 63425 members 
Mstep: Class 14 contains 129149 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 18606 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31439 members 
Mstep: Class 21 contains 56365 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9479 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456928.000000 Penalty: 108421.421875
Iteration 339Q: 32 clusters Score -1.584569e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230127 members 
Mstep: Class 2 contains 11279 members 
Mstep: Class 3 contains 241998 members 
Mstep: Class 4 contains 32227 members 
Mstep: Class 5 contains 9425 members 
Mstep: Class 6 contains 65312 members 
Mstep: Class 7 contains 25804 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38856 members 
Mstep: Class 10 contains 11251 members 
Mstep: Class 11 contains 22587 members 
Mstep: Class 12 contains 28937 members 
Mstep: Class 13 contains 63437 members 
Mstep: Class 14 contains 129147 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 18606 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31439 members 
Mstep: Class 21 contains 56366 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9479 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457120.000000 Penalty: 108421.421875
Iteration 340F: 32 clusters Score -1.584571e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230124 members 
Mstep: Class 2 contains 11278 members 
Mstep: Class 3 contains 242002 members 
Mstep: Class 4 contains 32227 members 
Mstep: Class 5 contains 9425 members 
Mstep: Class 6 contains 65307 members 
Mstep: Class 7 contains 25804 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38856 members 
Mstep: Class 10 contains 11234 members 
Mstep: Class 11 contains 22584 members 
Mstep: Class 12 contains 28947 members 
Mstep: Class 13 contains 63459 members 
Mstep: Class 14 contains 129147 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 18607 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31439 members 
Mstep: Class 21 contains 56365 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9479 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457104.000000 Penalty: 108421.421875
Iteration 341Q: 32 clusters Score -1.584571e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230124 members 
Mstep: Class 2 contains 11278 members 
Mstep: Class 3 contains 242007 members 
Mstep: Class 4 contains 32227 members 
Mstep: Class 5 contains 9425 members 
Mstep: Class 6 contains 65307 members 
Mstep: Class 7 contains 25805 members 
Mstep: Class 8 contains 30341 members 
Mstep: Class 9 contains 38856 members 
Mstep: Class 10 contains 11216 members 
Mstep: Class 11 contains 22582 members 
Mstep: Class 12 contains 28959 members 
Mstep: Class 13 contains 63471 members 
Mstep: Class 14 contains 129143 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18608 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31439 members 
Mstep: Class 21 contains 56363 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9479 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457040.000000 Penalty: 108421.421875
Iteration 342Q: 32 clusters Score -1.58457e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230125 members 
Mstep: Class 2 contains 11278 members 
Mstep: Class 3 contains 242007 members 
Mstep: Class 4 contains 32227 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65303 members 
Mstep: Class 7 contains 25806 members 
Mstep: Class 8 contains 30340 members 
Mstep: Class 9 contains 38856 members 
Mstep: Class 10 contains 11198 members 
Mstep: Class 11 contains 22581 members 
Mstep: Class 12 contains 28971 members 
Mstep: Class 13 contains 63487 members 
Mstep: Class 14 contains 129141 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18608 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31439 members 
Mstep: Class 21 contains 56366 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9479 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457152.000000 Penalty: 108421.421875
Iteration 343Q: 32 clusters Score -1.584572e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230122 members 
Mstep: Class 2 contains 11278 members 
Mstep: Class 3 contains 242012 members 
Mstep: Class 4 contains 32227 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65306 members 
Mstep: Class 7 contains 25806 members 
Mstep: Class 8 contains 30340 members 
Mstep: Class 9 contains 38856 members 
Mstep: Class 10 contains 11182 members 
Mstep: Class 11 contains 22578 members 
Mstep: Class 12 contains 28987 members 
Mstep: Class 13 contains 63495 members 
Mstep: Class 14 contains 129142 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18606 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31439 members 
Mstep: Class 21 contains 56371 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9478 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457152.000000 Penalty: 108421.421875
Iteration 344Q: 32 clusters Score -1.584572e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230119 members 
Mstep: Class 2 contains 11280 members 
Mstep: Class 3 contains 242011 members 
Mstep: Class 4 contains 32227 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65305 members 
Mstep: Class 7 contains 25806 members 
Mstep: Class 8 contains 30340 members 
Mstep: Class 9 contains 38856 members 
Mstep: Class 10 contains 11162 members 
Mstep: Class 11 contains 22578 members 
Mstep: Class 12 contains 29006 members 
Mstep: Class 13 contains 63504 members 
Mstep: Class 14 contains 129140 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 18607 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7321 members 
Mstep: Class 20 contains 31440 members 
Mstep: Class 21 contains 56373 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9478 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457360.000000 Penalty: 108421.421875
Iteration 345Q: 32 clusters Score -1.584574e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230118 members 
Mstep: Class 2 contains 11282 members 
Mstep: Class 3 contains 242014 members 
Mstep: Class 4 contains 32227 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65304 members 
Mstep: Class 7 contains 25807 members 
Mstep: Class 8 contains 30340 members 
Mstep: Class 9 contains 38856 members 
Mstep: Class 10 contains 11150 members 
Mstep: Class 11 contains 22578 members 
Mstep: Class 12 contains 29025 members 
Mstep: Class 13 contains 63511 members 
Mstep: Class 14 contains 129137 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 18608 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31440 members 
Mstep: Class 21 contains 56371 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9478 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457472.000000 Penalty: 108421.421875
Iteration 346Q: 32 clusters Score -1.584575e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230117 members 
Mstep: Class 2 contains 11281 members 
Mstep: Class 3 contains 242019 members 
Mstep: Class 4 contains 32227 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65303 members 
Mstep: Class 7 contains 25808 members 
Mstep: Class 8 contains 30340 members 
Mstep: Class 9 contains 38857 members 
Mstep: Class 10 contains 11142 members 
Mstep: Class 11 contains 22577 members 
Mstep: Class 12 contains 29036 members 
Mstep: Class 13 contains 63524 members 
Mstep: Class 14 contains 129139 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68503 members 
Mstep: Class 17 contains 18609 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31439 members 
Mstep: Class 21 contains 56368 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9478 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457456.000000 Penalty: 108421.421875
Iteration 347Q: 32 clusters Score -1.584575e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230113 members 
Mstep: Class 2 contains 11278 members 
Mstep: Class 3 contains 242021 members 
Mstep: Class 4 contains 32227 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65301 members 
Mstep: Class 7 contains 25808 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38858 members 
Mstep: Class 10 contains 11139 members 
Mstep: Class 11 contains 22575 members 
Mstep: Class 12 contains 29043 members 
Mstep: Class 13 contains 63533 members 
Mstep: Class 14 contains 129140 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68503 members 
Mstep: Class 17 contains 18611 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31439 members 
Mstep: Class 21 contains 56368 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9478 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457440.000000 Penalty: 108421.421875
Iteration 348Q: 32 clusters Score -1.584574e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230109 members 
Mstep: Class 2 contains 11276 members 
Mstep: Class 3 contains 242023 members 
Mstep: Class 4 contains 32227 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65308 members 
Mstep: Class 7 contains 25808 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38858 members 
Mstep: Class 10 contains 11122 members 
Mstep: Class 11 contains 22572 members 
Mstep: Class 12 contains 29049 members 
Mstep: Class 13 contains 63547 members 
Mstep: Class 14 contains 129139 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68503 members 
Mstep: Class 17 contains 18612 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31439 members 
Mstep: Class 21 contains 56371 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9478 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457472.000000 Penalty: 108421.421875
Iteration 349Q: 32 clusters Score -1.584575e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230103 members 
Mstep: Class 2 contains 11276 members 
Mstep: Class 3 contains 242025 members 
Mstep: Class 4 contains 32227 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65311 members 
Mstep: Class 7 contains 25809 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38858 members 
Mstep: Class 10 contains 11111 members 
Mstep: Class 11 contains 22571 members 
Mstep: Class 12 contains 29056 members 
Mstep: Class 13 contains 63555 members 
Mstep: Class 14 contains 129139 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68503 members 
Mstep: Class 17 contains 18615 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31438 members 
Mstep: Class 21 contains 56373 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9478 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457472.000000 Penalty: 108421.421875
Iteration 350Q: 32 clusters Score -1.584575e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230100 members 
Mstep: Class 2 contains 11276 members 
Mstep: Class 3 contains 242028 members 
Mstep: Class 4 contains 32227 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65308 members 
Mstep: Class 7 contains 25810 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38859 members 
Mstep: Class 10 contains 11109 members 
Mstep: Class 11 contains 22570 members 
Mstep: Class 12 contains 29062 members 
Mstep: Class 13 contains 63564 members 
Mstep: Class 14 contains 129140 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68503 members 
Mstep: Class 17 contains 18619 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31437 members 
Mstep: Class 21 contains 56373 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 9478 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457376.000000 Penalty: 108421.421875
Iteration 351Q: 32 clusters Score -1.584574e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230100 members 
Mstep: Class 2 contains 11276 members 
Mstep: Class 3 contains 242032 members 
Mstep: Class 4 contains 32227 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65304 members 
Mstep: Class 7 contains 25811 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38860 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22569 members 
Mstep: Class 12 contains 29067 members 
Mstep: Class 13 contains 63572 members 
Mstep: Class 14 contains 129142 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68504 members 
Mstep: Class 17 contains 18616 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31436 members 
Mstep: Class 21 contains 56373 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11086 members 
Mstep: Class 24 contains 9478 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457344.000000 Penalty: 108421.421875
Iteration 352Q: 32 clusters Score -1.584573e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230098 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 242033 members 
Mstep: Class 4 contains 32227 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65305 members 
Mstep: Class 7 contains 25811 members 
Mstep: Class 8 contains 30341 members 
Mstep: Class 9 contains 38860 members 
Mstep: Class 10 contains 11106 members 
Mstep: Class 11 contains 22570 members 
Mstep: Class 12 contains 29076 members 
Mstep: Class 13 contains 63576 members 
Mstep: Class 14 contains 129142 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68503 members 
Mstep: Class 17 contains 18615 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31435 members 
Mstep: Class 21 contains 56370 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11087 members 
Mstep: Class 24 contains 9478 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457328.000000 Penalty: 108421.421875
Iteration 353Q: 32 clusters Score -1.584573e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230094 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 242038 members 
Mstep: Class 4 contains 32227 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65303 members 
Mstep: Class 7 contains 25811 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11108 members 
Mstep: Class 11 contains 22570 members 
Mstep: Class 12 contains 29082 members 
Mstep: Class 13 contains 63579 members 
Mstep: Class 14 contains 129142 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68503 members 
Mstep: Class 17 contains 18617 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 31432 members 
Mstep: Class 21 contains 56368 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11087 members 
Mstep: Class 24 contains 9478 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457376.000000 Penalty: 108421.421875
Iteration 354Q: 32 clusters Score -1.584574e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230095 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242040 members 
Mstep: Class 4 contains 32227 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65302 members 
Mstep: Class 7 contains 25812 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11107 members 
Mstep: Class 11 contains 22572 members 
Mstep: Class 12 contains 29090 members 
Mstep: Class 13 contains 63584 members 
Mstep: Class 14 contains 129143 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68503 members 
Mstep: Class 17 contains 18617 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7321 members 
Mstep: Class 20 contains 31429 members 
Mstep: Class 21 contains 56368 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11087 members 
Mstep: Class 24 contains 9478 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457408.000000 Penalty: 108421.421875
Iteration 355Q: 32 clusters Score -1.584574e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230095 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242042 members 
Mstep: Class 4 contains 32227 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65301 members 
Mstep: Class 7 contains 25813 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11106 members 
Mstep: Class 11 contains 22574 members 
Mstep: Class 12 contains 29095 members 
Mstep: Class 13 contains 63587 members 
Mstep: Class 14 contains 129143 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 18618 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7321 members 
Mstep: Class 20 contains 31427 members 
Mstep: Class 21 contains 56368 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11087 members 
Mstep: Class 24 contains 9478 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457360.000000 Penalty: 108421.421875
Iteration 356Q: 32 clusters Score -1.584574e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230093 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242046 members 
Mstep: Class 4 contains 32227 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 65298 members 
Mstep: Class 7 contains 25814 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22575 members 
Mstep: Class 12 contains 29101 members 
Mstep: Class 13 contains 63590 members 
Mstep: Class 14 contains 129144 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 18618 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7322 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56367 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11087 members 
Mstep: Class 24 contains 9478 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457360.000000 Penalty: 108421.421875
Iteration 357Q: 32 clusters Score -1.584574e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230092 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242044 members 
Mstep: Class 4 contains 32227 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65293 members 
Mstep: Class 7 contains 25815 members 
Mstep: Class 8 contains 30344 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22572 members 
Mstep: Class 12 contains 29102 members 
Mstep: Class 13 contains 63591 members 
Mstep: Class 14 contains 129145 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 18619 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7326 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56371 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11087 members 
Mstep: Class 24 contains 9478 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457408.000000 Penalty: 108421.421875
Iteration 358Q: 32 clusters Score -1.584574e+08 nChanged 12
Entering ConstructFrom: 
Score: -158457408.000000 Penalty: 108421.421875
Entering ConstructFrom: 
Trying to split cluster 1 (230092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230092 members 
Entering Unmasked Estep 
Score: -28084102.000000 Penalty: 3061.866211
	Iteration 0F: 2 clusters Score -2.80841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114443 members 
Mstep: Class 2 contains 115649 members 
Entering Unmasked Estep 
Score: -27933242.000000 Penalty: 6123.732422
	Iteration 0F: 3 clusters Score -2.793324e+07 nChanged 110966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103339 members 
Mstep: Class 2 contains 126753 members 
Entering Unmasked Estep 
Score: -27998760.000000 Penalty: 6123.732422
	Iteration 1F: 3 clusters Score -2.799876e+07 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96499 members 
Mstep: Class 2 contains 133593 members 
Entering Unmasked Estep 
Score: -28001534.000000 Penalty: 6123.732422
	Iteration 2Q: 3 clusters Score -2.800153e+07 nChanged 11722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85639 members 
Mstep: Class 2 contains 144453 members 
Entering Unmasked Estep 
Score: -28007306.000000 Penalty: 6123.732422
	Iteration 3F: 3 clusters Score -2.800731e+07 nChanged 16607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69480 members 
Mstep: Class 2 contains 160612 members 
Entering Unmasked Estep 
Score: -28018162.000000 Penalty: 6123.732422
	Iteration 4F: 3 clusters Score -2.801816e+07 nChanged 20885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 181279 members 
Entering Unmasked Estep 
Score: -28035174.000000 Penalty: 6123.732422
	Iteration 5F: 3 clusters Score -2.803517e+07 nChanged 20857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 202004 members 
Entering Unmasked Estep 
Score: -28053982.000000 Penalty: 6123.732422
	Iteration 6F: 3 clusters Score -2.805398e+07 nChanged 15239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 217207 members 
Entering Unmasked Estep 
Score: -28068834.000000 Penalty: 6123.732422
	Iteration 7F: 3 clusters Score -2.806883e+07 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 225261 members 
Entering Unmasked Estep 
Score: -28076760.000000 Penalty: 6123.732422
	Iteration 8Q: 3 clusters Score -2.807676e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 228388 members 
Entering Unmasked Estep 
Score: -28079818.000000 Penalty: 6123.732422
	Iteration 9Q: 3 clusters Score -2.807982e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 229370 members 
Entering Unmasked Estep 
Score: -28080676.000000 Penalty: 6123.732422
	Iteration 10Q: 3 clusters Score -2.808068e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 229636 members 
Entering Unmasked Estep 
Score: -28080988.000000 Penalty: 6123.732422
	Iteration 11Q: 3 clusters Score -2.808099e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 229710 members 
Entering Unmasked Estep 
Score: -28081126.000000 Penalty: 6123.732422
	Iteration 12Q: 3 clusters Score -2.808113e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 229741 members 
Entering Unmasked Estep 
Score: -28081202.000000 Penalty: 6123.732422
	Iteration 13Q: 3 clusters Score -2.80812e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 229759 members 
Entering Unmasked Estep 
Score: -28081236.000000 Penalty: 6123.732422
	Iteration 14Q: 3 clusters Score -2.808124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 229765 members 
Entering Unmasked Estep 
Score: -28081252.000000 Penalty: 6123.732422
	Iteration 15Q: 3 clusters Score -2.808125e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 229775 members 
Entering Unmasked Estep 
Score: -28081252.000000 Penalty: 6123.732422
	Iteration 16Q: 3 clusters Score -2.808125e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 229781 members 
Entering Unmasked Estep 
Score: -28081256.000000 Penalty: 6123.732422
	Iteration 17Q: 3 clusters Score -2.808126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 229784 members 
Entering Unmasked Estep 
Score: -28081262.000000 Penalty: 6123.732422
	Iteration 18Q: 3 clusters Score -2.808126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 229786 members 
Entering Unmasked Estep 
Score: -28081268.000000 Penalty: 6123.732422
	Iteration 19Q: 3 clusters Score -2.808127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 229787 members 
Entering Unmasked Estep 
Score: -28081276.000000 Penalty: 6123.732422
	Iteration 20F: 3 clusters Score -2.808128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 229789 members 
Entering Unmasked Estep 
Score: -28081270.000000 Penalty: 6123.732422
	Iteration 21Q: 3 clusters Score -2.808127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 229789 members 
Entering Unmasked Estep 
Score: -28081270.000000 Penalty: 6123.732422
	Iteration 22F: 3 clusters Score -2.808127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Entering Unmasked Estep 
Score: -1279186.750000 Penalty: 2313.881104
	Iteration 0F: 2 clusters Score -1279187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1270673.750000 Penalty: 4627.762207
	Iteration 0F: 3 clusters Score -1270674 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1273379.000000 Penalty: 4627.762207
	Iteration 1F: 3 clusters Score -1273379 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1273782.875000 Penalty: 4627.762207
	Iteration 2F: 3 clusters Score -1273783 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1274113.375000 Penalty: 4627.762207
	Iteration 3F: 3 clusters Score -1274113 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1274417.375000 Penalty: 4627.762207
	Iteration 4F: 3 clusters Score -1274417 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1274717.500000 Penalty: 4627.762207
	Iteration 5Q: 3 clusters Score -1274718 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1275073.000000 Penalty: 4627.762207
	Iteration 6Q: 3 clusters Score -1275073 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1275426.750000 Penalty: 4627.762207
	Iteration 7Q: 3 clusters Score -1275427 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1275823.750000 Penalty: 4627.762207
	Iteration 8Q: 3 clusters Score -1275824 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1276277.625000 Penalty: 4627.762207
	Iteration 9F: 3 clusters Score -1276278 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1276759.250000 Penalty: 4627.762207
	Iteration 10F: 3 clusters Score -1276759 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1277183.750000 Penalty: 4627.762207
	Iteration 11Q: 3 clusters Score -1277184 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1277610.000000 Penalty: 4627.762207
	Iteration 12Q: 3 clusters Score -1277610 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1277978.000000 Penalty: 4627.762207
	Iteration 13Q: 3 clusters Score -1277978 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1278212.250000 Penalty: 4627.762207
	Iteration 14Q: 3 clusters Score -1278212 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1278379.625000 Penalty: 4627.762207
	Iteration 15Q: 3 clusters Score -1278380 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1278489.875000 Penalty: 4627.762207
	Iteration 16Q: 3 clusters Score -1278490 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1278538.875000 Penalty: 4627.762207
	Iteration 17Q: 3 clusters Score -1278539 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1278573.000000 Penalty: 4627.762207
	Iteration 18Q: 3 clusters Score -1278573 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1278582.125000 Penalty: 4627.762207
	Iteration 19Q: 3 clusters Score -1278582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1278595.750000 Penalty: 4627.762207
	Iteration 20F: 3 clusters Score -1278596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1278605.375000 Penalty: 4627.762207
	Iteration 21Q: 3 clusters Score -1278605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1278608.750000 Penalty: 4627.762207
	Iteration 22Q: 3 clusters Score -1278609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1278611.125000 Penalty: 4627.762207
	Iteration 23Q: 3 clusters Score -1278611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1278613.875000 Penalty: 4627.762207
	Iteration 24Q: 3 clusters Score -1278614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1278621.000000 Penalty: 4627.762207
	Iteration 25Q: 3 clusters Score -1278621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1278622.250000 Penalty: 4627.762207
	Iteration 26Q: 3 clusters Score -1278622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1278622.375000 Penalty: 4627.762207
	Iteration 27Q: 3 clusters Score -1278622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1278626.375000 Penalty: 4627.762207
	Iteration 28Q: 3 clusters Score -1278626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1278626.125000 Penalty: 4627.762207
	Iteration 29Q: 3 clusters Score -1278626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1278631.375000 Penalty: 4627.762207
	Iteration 30Q: 3 clusters Score -1278631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1278628.000000 Penalty: 4627.762207
	Iteration 31Q: 3 clusters Score -1278628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1278630.000000 Penalty: 4627.762207
	Iteration 32Q: 3 clusters Score -1278630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1278627.000000 Penalty: 4627.762207
	Iteration 33Q: 3 clusters Score -1278627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1278630.500000 Penalty: 4627.762207
	Iteration 34Q: 3 clusters Score -1278630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1278631.125000 Penalty: 4627.762207
	Iteration 35Q: 3 clusters Score -1278631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1278632.625000 Penalty: 4627.762207
	Iteration 36Q: 3 clusters Score -1278633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1278634.000000 Penalty: 4627.762207
	Iteration 37Q: 3 clusters Score -1278634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1278634.000000 Penalty: 4627.762207
	Iteration 38F: 3 clusters Score -1278634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (242044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242044 members 
Entering Unmasked Estep 
Score: -29620798.000000 Penalty: 3074.424805
	Iteration 0F: 2 clusters Score -2.96208e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120671 members 
Mstep: Class 2 contains 121373 members 
Entering Unmasked Estep 
Score: -29474956.000000 Penalty: 6148.849609
	Iteration 0F: 3 clusters Score -2.947496e+07 nChanged 117018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112691 members 
Mstep: Class 2 contains 129353 members 
Entering Unmasked Estep 
Score: -29545606.000000 Penalty: 6148.849609
	Iteration 1F: 3 clusters Score -2.954561e+07 nChanged 9342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107405 members 
Mstep: Class 2 contains 134639 members 
Entering Unmasked Estep 
Score: -29548928.000000 Penalty: 6148.849609
	Iteration 2Q: 3 clusters Score -2.954893e+07 nChanged 12120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99331 members 
Mstep: Class 2 contains 142713 members 
Entering Unmasked Estep 
Score: -29554514.000000 Penalty: 6148.849609
	Iteration 3F: 3 clusters Score -2.955451e+07 nChanged 15414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87447 members 
Mstep: Class 2 contains 154597 members 
Entering Unmasked Estep 
Score: -29563344.000000 Penalty: 6148.849609
	Iteration 4F: 3 clusters Score -2.956334e+07 nChanged 17968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72267 members 
Mstep: Class 2 contains 169777 members 
Entering Unmasked Estep 
Score: -29574660.000000 Penalty: 6148.849609
	Iteration 5F: 3 clusters Score -2.957466e+07 nChanged 18514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55845 members 
Mstep: Class 2 contains 186199 members 
Entering Unmasked Estep 
Score: -29585584.000000 Penalty: 6148.849609
	Iteration 6F: 3 clusters Score -2.958558e+07 nChanged 15852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 200959 members 
Entering Unmasked Estep 
Score: -29593972.000000 Penalty: 6148.849609
	Iteration 7F: 3 clusters Score -2.959397e+07 nChanged 12241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 212726 members 
Entering Unmasked Estep 
Score: -29601350.000000 Penalty: 6148.849609
	Iteration 8F: 3 clusters Score -2.960135e+07 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 221383 members 
Entering Unmasked Estep 
Score: -29606696.000000 Penalty: 6148.849609
	Iteration 9Q: 3 clusters Score -2.96067e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 227296 members 
Entering Unmasked Estep 
Score: -29610680.000000 Penalty: 6148.849609
	Iteration 10Q: 3 clusters Score -2.961068e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 231116 members 
Entering Unmasked Estep 
Score: -29613432.000000 Penalty: 6148.849609
	Iteration 11Q: 3 clusters Score -2.961343e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 233537 members 
Entering Unmasked Estep 
Score: -29614922.000000 Penalty: 6148.849609
	Iteration 12Q: 3 clusters Score -2.961492e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 235148 members 
Entering Unmasked Estep 
Score: -29615854.000000 Penalty: 6148.849609
	Iteration 13Q: 3 clusters Score -2.961585e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 236260 members 
Entering Unmasked Estep 
Score: -29616418.000000 Penalty: 6148.849609
	Iteration 14Q: 3 clusters Score -2.961642e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 237065 members 
Entering Unmasked Estep 
Score: -29616900.000000 Penalty: 6148.849609
	Iteration 15Q: 3 clusters Score -2.96169e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 237715 members 
Entering Unmasked Estep 
Score: -29617120.000000 Penalty: 6148.849609
	Iteration 16Q: 3 clusters Score -2.961712e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 238228 members 
Entering Unmasked Estep 
Score: -29617294.000000 Penalty: 6148.849609
	Iteration 17Q: 3 clusters Score -2.961729e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 238644 members 
Entering Unmasked Estep 
Score: -29617432.000000 Penalty: 6148.849609
	Iteration 18Q: 3 clusters Score -2.961743e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 238974 members 
Entering Unmasked Estep 
Score: -29617606.000000 Penalty: 6148.849609
	Iteration 19Q: 3 clusters Score -2.961761e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 239211 members 
Entering Unmasked Estep 
Score: -29617694.000000 Penalty: 6148.849609
	Iteration 20F: 3 clusters Score -2.961769e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 239402 members 
Entering Unmasked Estep 
Score: -29617774.000000 Penalty: 6148.849609
	Iteration 21Q: 3 clusters Score -2.961777e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 239566 members 
Entering Unmasked Estep 
Score: -29617824.000000 Penalty: 6148.849609
	Iteration 22Q: 3 clusters Score -2.961782e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 239719 members 
Entering Unmasked Estep 
Score: -29617882.000000 Penalty: 6148.849609
	Iteration 23Q: 3 clusters Score -2.961788e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 239849 members 
Entering Unmasked Estep 
Score: -29617916.000000 Penalty: 6148.849609
	Iteration 24Q: 3 clusters Score -2.961792e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 239956 members 
Entering Unmasked Estep 
Score: -29617980.000000 Penalty: 6148.849609
	Iteration 25Q: 3 clusters Score -2.961798e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 240055 members 
Entering Unmasked Estep 
Score: -29618060.000000 Penalty: 6148.849609
	Iteration 26Q: 3 clusters Score -2.961806e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 240144 members 
Entering Unmasked Estep 
Score: -29618094.000000 Penalty: 6148.849609
	Iteration 27Q: 3 clusters Score -2.961809e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 240207 members 
Entering Unmasked Estep 
Score: -29618136.000000 Penalty: 6148.849609
	Iteration 28Q: 3 clusters Score -2.961814e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 240260 members 
Entering Unmasked Estep 
Score: -29618144.000000 Penalty: 6148.849609
	Iteration 29Q: 3 clusters Score -2.961814e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 240308 members 
Entering Unmasked Estep 
Score: -29618128.000000 Penalty: 6148.849609
	Iteration 30Q: 3 clusters Score -2.961813e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 240338 members 
Entering Unmasked Estep 
Score: -29618134.000000 Penalty: 6148.849609
	Iteration 31Q: 3 clusters Score -2.961813e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 240374 members 
Entering Unmasked Estep 
Score: -29618128.000000 Penalty: 6148.849609
	Iteration 32Q: 3 clusters Score -2.961813e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 240409 members 
Entering Unmasked Estep 
Score: -29618104.000000 Penalty: 6148.849609
	Iteration 33Q: 3 clusters Score -2.96181e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 240444 members 
Entering Unmasked Estep 
Score: -29618176.000000 Penalty: 6148.849609
	Iteration 34Q: 3 clusters Score -2.961818e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 240469 members 
Entering Unmasked Estep 
Score: -29618162.000000 Penalty: 6148.849609
	Iteration 35Q: 3 clusters Score -2.961816e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 240493 members 
Entering Unmasked Estep 
Score: -29618178.000000 Penalty: 6148.849609
	Iteration 36Q: 3 clusters Score -2.961818e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 240513 members 
Entering Unmasked Estep 
Score: -29618212.000000 Penalty: 6148.849609
	Iteration 37Q: 3 clusters Score -2.961821e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 240536 members 
Entering Unmasked Estep 
Score: -29618206.000000 Penalty: 6148.849609
	Iteration 38Q: 3 clusters Score -2.961821e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 240550 members 
Entering Unmasked Estep 
Score: -29618244.000000 Penalty: 6148.849609
	Iteration 39Q: 3 clusters Score -2.961824e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 240565 members 
Entering Unmasked Estep 
Score: -29618234.000000 Penalty: 6148.849609
	Iteration 40F: 3 clusters Score -2.961823e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 240576 members 
Entering Unmasked Estep 
Score: -29618218.000000 Penalty: 6148.849609
	Iteration 41Q: 3 clusters Score -2.961822e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 240590 members 
Entering Unmasked Estep 
Score: -29618218.000000 Penalty: 6148.849609
	Iteration 42Q: 3 clusters Score -2.961822e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 240607 members 
Entering Unmasked Estep 
Score: -29618200.000000 Penalty: 6148.849609
	Iteration 43Q: 3 clusters Score -2.96182e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 240621 members 
Entering Unmasked Estep 
Score: -29618206.000000 Penalty: 6148.849609
	Iteration 44Q: 3 clusters Score -2.961821e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 240638 members 
Entering Unmasked Estep 
Score: -29618188.000000 Penalty: 6148.849609
	Iteration 45Q: 3 clusters Score -2.961819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 240649 members 
Entering Unmasked Estep 
Score: -29618198.000000 Penalty: 6148.849609
	Iteration 46Q: 3 clusters Score -2.96182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 240660 members 
Entering Unmasked Estep 
Score: -29618190.000000 Penalty: 6148.849609
	Iteration 47Q: 3 clusters Score -2.961819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 240671 members 
Entering Unmasked Estep 
Score: -29618180.000000 Penalty: 6148.849609
	Iteration 48Q: 3 clusters Score -2.961818e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 240684 members 
Entering Unmasked Estep 
Score: -29618200.000000 Penalty: 6148.849609
	Iteration 49Q: 3 clusters Score -2.96182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 240691 members 
Entering Unmasked Estep 
Score: -29618206.000000 Penalty: 6148.849609
	Iteration 50Q: 3 clusters Score -2.961821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 240699 members 
Entering Unmasked Estep 
Score: -29618192.000000 Penalty: 6148.849609
	Iteration 51Q: 3 clusters Score -2.961819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 240707 members 
Entering Unmasked Estep 
Score: -29618200.000000 Penalty: 6148.849609
	Iteration 52Q: 3 clusters Score -2.96182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 240717 members 
Entering Unmasked Estep 
Score: -29618210.000000 Penalty: 6148.849609
	Iteration 53Q: 3 clusters Score -2.961821e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 240730 members 
Entering Unmasked Estep 
Score: -29618248.000000 Penalty: 6148.849609
	Iteration 54Q: 3 clusters Score -2.961825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 240738 members 
Entering Unmasked Estep 
Score: -29618250.000000 Penalty: 6148.849609
	Iteration 55Q: 3 clusters Score -2.961825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 240744 members 
Entering Unmasked Estep 
Score: -29618252.000000 Penalty: 6148.849609
	Iteration 56Q: 3 clusters Score -2.961825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 240748 members 
Entering Unmasked Estep 
Score: -29618252.000000 Penalty: 6148.849609
	Iteration 57Q: 3 clusters Score -2.961825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 240750 members 
Entering Unmasked Estep 
Score: -29618250.000000 Penalty: 6148.849609
	Iteration 58Q: 3 clusters Score -2.961825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 240753 members 
Entering Unmasked Estep 
Score: -29618262.000000 Penalty: 6148.849609
	Iteration 59Q: 3 clusters Score -2.961826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 240754 members 
Entering Unmasked Estep 
Score: -29618254.000000 Penalty: 6148.849609
	Iteration 60F: 3 clusters Score -2.961825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 240758 members 
Entering Unmasked Estep 
Score: -29618264.000000 Penalty: 6148.849609
	Iteration 61Q: 3 clusters Score -2.961826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 240759 members 
Entering Unmasked Estep 
Score: -29618256.000000 Penalty: 6148.849609
	Iteration 62Q: 3 clusters Score -2.961826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 240759 members 
Entering Unmasked Estep 
Score: -29618252.000000 Penalty: 6148.849609
	Iteration 63Q: 3 clusters Score -2.961825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 240761 members 
Entering Unmasked Estep 
Score: -29618252.000000 Penalty: 6148.849609
	Iteration 64Q: 3 clusters Score -2.961825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 240766 members 
Entering Unmasked Estep 
Score: -29618264.000000 Penalty: 6148.849609
	Iteration 65Q: 3 clusters Score -2.961826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 240767 members 
Entering Unmasked Estep 
Score: -29618260.000000 Penalty: 6148.849609
	Iteration 66Q: 3 clusters Score -2.961826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 240770 members 
Entering Unmasked Estep 
Score: -29618244.000000 Penalty: 6148.849609
	Iteration 67Q: 3 clusters Score -2.961824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 240771 members 
Entering Unmasked Estep 
Score: -29618252.000000 Penalty: 6148.849609
	Iteration 68Q: 3 clusters Score -2.961825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 240770 members 
Entering Unmasked Estep 
Score: -29618248.000000 Penalty: 6148.849609
	Iteration 69Q: 3 clusters Score -2.961825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 240770 members 
Entering Unmasked Estep 
Score: -29618248.000000 Penalty: 6148.849609
	Iteration 70F: 3 clusters Score -2.961825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Entering Unmasked Estep 
Score: -3926786.000000 Penalty: 2574.371094
	Iteration 0F: 2 clusters Score -3926786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -3904715.250000 Penalty: 5148.742188
	Iteration 0F: 3 clusters Score -3904715 nChanged 14640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -3912868.750000 Penalty: 5148.742188
	Iteration 1F: 3 clusters Score -3912869 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -3913601.250000 Penalty: 5148.742188
	Iteration 2F: 3 clusters Score -3913601 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -3914573.500000 Penalty: 5148.742188
	Iteration 3F: 3 clusters Score -3914574 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -3916045.000000 Penalty: 5148.742188
	Iteration 4F: 3 clusters Score -3916045 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -3918077.250000 Penalty: 5148.742188
	Iteration 5F: 3 clusters Score -3918077 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -3920017.000000 Penalty: 5148.742188
	Iteration 6F: 3 clusters Score -3920017 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -3921435.750000 Penalty: 5148.742188
	Iteration 7F: 3 clusters Score -3921436 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -3922277.000000 Penalty: 5148.742188
	Iteration 8Q: 3 clusters Score -3922277 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -3922839.250000 Penalty: 5148.742188
	Iteration 9Q: 3 clusters Score -3922839 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3923252.250000 Penalty: 5148.742188
	Iteration 10Q: 3 clusters Score -3923252 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -3923562.750000 Penalty: 5148.742188
	Iteration 11Q: 3 clusters Score -3923563 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3923809.000000 Penalty: 5148.742188
	Iteration 12Q: 3 clusters Score -3923809 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -3924055.250000 Penalty: 5148.742188
	Iteration 13Q: 3 clusters Score -3924055 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3924235.750000 Penalty: 5148.742188
	Iteration 14Q: 3 clusters Score -3924236 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3924432.000000 Penalty: 5148.742188
	Iteration 15Q: 3 clusters Score -3924432 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3924583.750000 Penalty: 5148.742188
	Iteration 16Q: 3 clusters Score -3924584 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3924702.500000 Penalty: 5148.742188
	Iteration 17Q: 3 clusters Score -3924702 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3924800.250000 Penalty: 5148.742188
	Iteration 18Q: 3 clusters Score -3924800 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3924844.500000 Penalty: 5148.742188
	Iteration 19Q: 3 clusters Score -3924844 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3924877.250000 Penalty: 5148.742188
	Iteration 20F: 3 clusters Score -3924877 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3924902.250000 Penalty: 5148.742188
	Iteration 21Q: 3 clusters Score -3924902 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3924928.250000 Penalty: 5148.742188
	Iteration 22Q: 3 clusters Score -3924928 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3924960.250000 Penalty: 5148.742188
	Iteration 23Q: 3 clusters Score -3924960 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3924980.750000 Penalty: 5148.742188
	Iteration 24Q: 3 clusters Score -3924981 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3924994.250000 Penalty: 5148.742188
	Iteration 25Q: 3 clusters Score -3924994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3925003.750000 Penalty: 5148.742188
	Iteration 26Q: 3 clusters Score -3925004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3925012.750000 Penalty: 5148.742188
	Iteration 27Q: 3 clusters Score -3925013 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3925028.500000 Penalty: 5148.742188
	Iteration 28Q: 3 clusters Score -3925028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3925032.500000 Penalty: 5148.742188
	Iteration 29Q: 3 clusters Score -3925032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3925028.250000 Penalty: 5148.742188
	Iteration 30Q: 3 clusters Score -3925028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3925031.250000 Penalty: 5148.742188
	Iteration 31Q: 3 clusters Score -3925031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3925030.000000 Penalty: 5148.742188
	Iteration 32Q: 3 clusters Score -3925030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3925039.000000 Penalty: 5148.742188
	Iteration 33Q: 3 clusters Score -3925039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3925050.000000 Penalty: 5148.742188
	Iteration 34Q: 3 clusters Score -3925050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3925044.500000 Penalty: 5148.742188
	Iteration 35Q: 3 clusters Score -3925044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3925045.250000 Penalty: 5148.742188
	Iteration 36Q: 3 clusters Score -3925045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3925054.250000 Penalty: 5148.742188
	Iteration 37Q: 3 clusters Score -3925054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3925058.000000 Penalty: 5148.742188
	Iteration 38Q: 3 clusters Score -3925058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3925063.750000 Penalty: 5148.742188
	Iteration 39Q: 3 clusters Score -3925064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3925062.500000 Penalty: 5148.742188
	Iteration 40F: 3 clusters Score -3925062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3925067.500000 Penalty: 5148.742188
	Iteration 41Q: 3 clusters Score -3925068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3925067.250000 Penalty: 5148.742188
	Iteration 42Q: 3 clusters Score -3925067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3925073.750000 Penalty: 5148.742188
	Iteration 43Q: 3 clusters Score -3925074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3925071.500000 Penalty: 5148.742188
	Iteration 44Q: 3 clusters Score -3925072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3925071.500000 Penalty: 5148.742188
	Iteration 45F: 3 clusters Score -3925072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Entering Unmasked Estep 
Score: -1116525.750000 Penalty: 2269.504395
	Iteration 0F: 2 clusters Score -1116526 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 4742 members 
Entering Unmasked Estep 
Score: -1109199.000000 Penalty: 4539.008789
	Iteration 0F: 3 clusters Score -1109199 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1111332.000000 Penalty: 4539.008789
	Iteration 1F: 3 clusters Score -1111332 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1111660.375000 Penalty: 4539.008789
	Iteration 2F: 3 clusters Score -1111660 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1111872.750000 Penalty: 4539.008789
	Iteration 3F: 3 clusters Score -1111873 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1112040.375000 Penalty: 4539.008789
	Iteration 4Q: 3 clusters Score -1112040 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1112191.500000 Penalty: 4539.008789
	Iteration 5Q: 3 clusters Score -1112192 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1112344.750000 Penalty: 4539.008789
	Iteration 6Q: 3 clusters Score -1112345 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1112494.250000 Penalty: 4539.008789
	Iteration 7Q: 3 clusters Score -1112494 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1112637.250000 Penalty: 4539.008789
	Iteration 8Q: 3 clusters Score -1112637 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1112765.000000 Penalty: 4539.008789
	Iteration 9Q: 3 clusters Score -1112765 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1112900.000000 Penalty: 4539.008789
	Iteration 10Q: 3 clusters Score -1112900 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1113050.375000 Penalty: 4539.008789
	Iteration 11Q: 3 clusters Score -1113050 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1113200.500000 Penalty: 4539.008789
	Iteration 12Q: 3 clusters Score -1113200 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1113385.625000 Penalty: 4539.008789
	Iteration 13Q: 3 clusters Score -1113386 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1113540.250000 Penalty: 4539.008789
	Iteration 14Q: 3 clusters Score -1113540 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1113654.375000 Penalty: 4539.008789
	Iteration 15Q: 3 clusters Score -1113654 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1113729.375000 Penalty: 4539.008789
	Iteration 16Q: 3 clusters Score -1113729 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1113777.000000 Penalty: 4539.008789
	Iteration 17Q: 3 clusters Score -1113777 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1113812.500000 Penalty: 4539.008789
	Iteration 18Q: 3 clusters Score -1113812 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1113831.375000 Penalty: 4539.008789
	Iteration 19Q: 3 clusters Score -1113831 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1113849.500000 Penalty: 4539.008789
	Iteration 20F: 3 clusters Score -1113850 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1113871.875000 Penalty: 4539.008789
	Iteration 21Q: 3 clusters Score -1113872 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1113889.250000 Penalty: 4539.008789
	Iteration 22Q: 3 clusters Score -1113889 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1113908.750000 Penalty: 4539.008789
	Iteration 23Q: 3 clusters Score -1113909 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1113927.125000 Penalty: 4539.008789
	Iteration 24Q: 3 clusters Score -1113927 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1113939.875000 Penalty: 4539.008789
	Iteration 25Q: 3 clusters Score -1113940 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1113956.500000 Penalty: 4539.008789
	Iteration 26Q: 3 clusters Score -1113956 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1113976.000000 Penalty: 4539.008789
	Iteration 27Q: 3 clusters Score -1113976 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1113992.500000 Penalty: 4539.008789
	Iteration 28Q: 3 clusters Score -1113992 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1114012.750000 Penalty: 4539.008789
	Iteration 29Q: 3 clusters Score -1114013 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1114033.625000 Penalty: 4539.008789
	Iteration 30Q: 3 clusters Score -1114034 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1114054.625000 Penalty: 4539.008789
	Iteration 31Q: 3 clusters Score -1114055 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1114073.875000 Penalty: 4539.008789
	Iteration 32Q: 3 clusters Score -1114074 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1114095.375000 Penalty: 4539.008789
	Iteration 33Q: 3 clusters Score -1114095 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1114108.875000 Penalty: 4539.008789
	Iteration 34Q: 3 clusters Score -1114109 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1114121.500000 Penalty: 4539.008789
	Iteration 35Q: 3 clusters Score -1114122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1114131.875000 Penalty: 4539.008789
	Iteration 36Q: 3 clusters Score -1114132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1114138.500000 Penalty: 4539.008789
	Iteration 37Q: 3 clusters Score -1114138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1114147.375000 Penalty: 4539.008789
	Iteration 38Q: 3 clusters Score -1114147 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1114155.750000 Penalty: 4539.008789
	Iteration 39Q: 3 clusters Score -1114156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1114162.500000 Penalty: 4539.008789
	Iteration 40F: 3 clusters Score -1114162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1114167.625000 Penalty: 4539.008789
	Iteration 41Q: 3 clusters Score -1114168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1114172.125000 Penalty: 4539.008789
	Iteration 42Q: 3 clusters Score -1114172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1114184.875000 Penalty: 4539.008789
	Iteration 43Q: 3 clusters Score -1114185 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1114196.625000 Penalty: 4539.008789
	Iteration 44Q: 3 clusters Score -1114197 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1114206.125000 Penalty: 4539.008789
	Iteration 45Q: 3 clusters Score -1114206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1114218.375000 Penalty: 4539.008789
	Iteration 46Q: 3 clusters Score -1114218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1114230.625000 Penalty: 4539.008789
	Iteration 47Q: 3 clusters Score -1114231 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1114237.125000 Penalty: 4539.008789
	Iteration 48Q: 3 clusters Score -1114237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1114247.500000 Penalty: 4539.008789
	Iteration 49Q: 3 clusters Score -1114248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1114264.750000 Penalty: 4539.008789
	Iteration 50Q: 3 clusters Score -1114265 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1114274.125000 Penalty: 4539.008789
	Iteration 51Q: 3 clusters Score -1114274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1114290.000000 Penalty: 4539.008789
	Iteration 52Q: 3 clusters Score -1114290 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1114307.500000 Penalty: 4539.008789
	Iteration 53Q: 3 clusters Score -1114308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1114320.375000 Penalty: 4539.008789
	Iteration 54Q: 3 clusters Score -1114320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1114330.000000 Penalty: 4539.008789
	Iteration 55Q: 3 clusters Score -1114330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1114343.375000 Penalty: 4539.008789
	Iteration 56Q: 3 clusters Score -1114343 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1114357.125000 Penalty: 4539.008789
	Iteration 57Q: 3 clusters Score -1114357 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1114377.625000 Penalty: 4539.008789
	Iteration 58Q: 3 clusters Score -1114378 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1114399.500000 Penalty: 4539.008789
	Iteration 59Q: 3 clusters Score -1114400 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1114424.000000 Penalty: 4539.008789
	Iteration 60F: 3 clusters Score -1114424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1114445.375000 Penalty: 4539.008789
	Iteration 61Q: 3 clusters Score -1114445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1114458.500000 Penalty: 4539.008789
	Iteration 62Q: 3 clusters Score -1114458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1114470.000000 Penalty: 4539.008789
	Iteration 63Q: 3 clusters Score -1114470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1114477.250000 Penalty: 4539.008789
	Iteration 64Q: 3 clusters Score -1114477 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1114488.375000 Penalty: 4539.008789
	Iteration 65Q: 3 clusters Score -1114488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1114497.875000 Penalty: 4539.008789
	Iteration 66Q: 3 clusters Score -1114498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1114507.125000 Penalty: 4539.008789
	Iteration 67Q: 3 clusters Score -1114507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1114515.000000 Penalty: 4539.008789
	Iteration 68Q: 3 clusters Score -1114515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1114523.000000 Penalty: 4539.008789
	Iteration 69Q: 3 clusters Score -1114523 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1114529.125000 Penalty: 4539.008789
	Iteration 70Q: 3 clusters Score -1114529 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1114543.500000 Penalty: 4539.008789
	Iteration 71Q: 3 clusters Score -1114544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1114553.250000 Penalty: 4539.008789
	Iteration 72Q: 3 clusters Score -1114553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1114564.500000 Penalty: 4539.008789
	Iteration 73Q: 3 clusters Score -1114564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1114577.875000 Penalty: 4539.008789
	Iteration 74Q: 3 clusters Score -1114578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1114584.625000 Penalty: 4539.008789
	Iteration 75Q: 3 clusters Score -1114585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1114597.125000 Penalty: 4539.008789
	Iteration 76Q: 3 clusters Score -1114597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1114604.125000 Penalty: 4539.008789
	Iteration 77Q: 3 clusters Score -1114604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1114611.000000 Penalty: 4539.008789
	Iteration 78Q: 3 clusters Score -1114611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1114611.875000 Penalty: 4539.008789
	Iteration 79Q: 3 clusters Score -1114612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1114615.625000 Penalty: 4539.008789
	Iteration 80F: 3 clusters Score -1114616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1114614.875000 Penalty: 4539.008789
	Iteration 81Q: 3 clusters Score -1114615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1114619.000000 Penalty: 4539.008789
	Iteration 82Q: 3 clusters Score -1114619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1114621.500000 Penalty: 4539.008789
	Iteration 83Q: 3 clusters Score -1114622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1114622.375000 Penalty: 4539.008789
	Iteration 84Q: 3 clusters Score -1114622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1114622.250000 Penalty: 4539.008789
	Iteration 85Q: 3 clusters Score -1114622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1114625.000000 Penalty: 4539.008789
	Iteration 86Q: 3 clusters Score -1114625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1114626.000000 Penalty: 4539.008789
	Iteration 87Q: 3 clusters Score -1114626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1114625.750000 Penalty: 4539.008789
	Iteration 88Q: 3 clusters Score -1114626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1114628.250000 Penalty: 4539.008789
	Iteration 89Q: 3 clusters Score -1114628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1114633.125000 Penalty: 4539.008789
	Iteration 90Q: 3 clusters Score -1114633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1114635.625000 Penalty: 4539.008789
	Iteration 91Q: 3 clusters Score -1114636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1114637.625000 Penalty: 4539.008789
	Iteration 92Q: 3 clusters Score -1114638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1114637.750000 Penalty: 4539.008789
	Iteration 93Q: 3 clusters Score -1114638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1114637.750000 Penalty: 4539.008789
	Iteration 94Q: 3 clusters Score -1114638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1114636.750000 Penalty: 4539.008789
	Iteration 95Q: 3 clusters Score -1114637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1114637.375000 Penalty: 4539.008789
	Iteration 96Q: 3 clusters Score -1114637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1114637.375000 Penalty: 4539.008789
	Iteration 97F: 3 clusters Score -1114637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (65291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65291 members 
Entering Unmasked Estep 
Score: -7421500.500000 Penalty: 2749.479248
	Iteration 0F: 2 clusters Score -7421500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -7377762.000000 Penalty: 5498.958496
	Iteration 0F: 3 clusters Score -7377762 nChanged 30340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -7395990.000000 Penalty: 5498.958496
	Iteration 1F: 3 clusters Score -7395990 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -7397699.000000 Penalty: 5498.958496
	Iteration 2F: 3 clusters Score -7397699 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -7399906.500000 Penalty: 5498.958496
	Iteration 3F: 3 clusters Score -7399906 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -7402468.500000 Penalty: 5498.958496
	Iteration 4F: 3 clusters Score -7402468 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -7405092.500000 Penalty: 5498.958496
	Iteration 5F: 3 clusters Score -7405092 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -7407778.000000 Penalty: 5498.958496
	Iteration 6F: 3 clusters Score -7407778 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -7410297.500000 Penalty: 5498.958496
	Iteration 7F: 3 clusters Score -7410298 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -7412338.500000 Penalty: 5498.958496
	Iteration 8Q: 3 clusters Score -7412338 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -7413519.500000 Penalty: 5498.958496
	Iteration 9Q: 3 clusters Score -7413520 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -7414173.500000 Penalty: 5498.958496
	Iteration 10Q: 3 clusters Score -7414174 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -7414534.000000 Penalty: 5498.958496
	Iteration 11Q: 3 clusters Score -7414534 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -7414796.500000 Penalty: 5498.958496
	Iteration 12Q: 3 clusters Score -7414796 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -7415010.500000 Penalty: 5498.958496
	Iteration 13Q: 3 clusters Score -7415010 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -7415252.500000 Penalty: 5498.958496
	Iteration 14Q: 3 clusters Score -7415252 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -7415563.500000 Penalty: 5498.958496
	Iteration 15Q: 3 clusters Score -7415564 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -7415818.000000 Penalty: 5498.958496
	Iteration 16Q: 3 clusters Score -7415818 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 50984 members 
Entering Unmasked Estep 
Score: -7416032.000000 Penalty: 5498.958496
	Iteration 17Q: 3 clusters Score -7416032 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 51764 members 
Entering Unmasked Estep 
Score: -7416302.000000 Penalty: 5498.958496
	Iteration 18Q: 3 clusters Score -7416302 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -7416574.500000 Penalty: 5498.958496
	Iteration 19Q: 3 clusters Score -7416574 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -7416848.500000 Penalty: 5498.958496
	Iteration 20F: 3 clusters Score -7416848 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -7417152.000000 Penalty: 5498.958496
	Iteration 21Q: 3 clusters Score -7417152 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -7417383.500000 Penalty: 5498.958496
	Iteration 22Q: 3 clusters Score -7417384 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 55653 members 
Entering Unmasked Estep 
Score: -7417615.000000 Penalty: 5498.958496
	Iteration 23Q: 3 clusters Score -7417615 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
Score: -7417915.000000 Penalty: 5498.958496
	Iteration 24Q: 3 clusters Score -7417915 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 57118 members 
Entering Unmasked Estep 
Score: -7418134.500000 Penalty: 5498.958496
	Iteration 25Q: 3 clusters Score -7418134 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 57739 members 
Entering Unmasked Estep 
Score: -7418339.000000 Penalty: 5498.958496
	Iteration 26Q: 3 clusters Score -7418339 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 58334 members 
Entering Unmasked Estep 
Score: -7418523.500000 Penalty: 5498.958496
	Iteration 27Q: 3 clusters Score -7418524 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 58854 members 
Entering Unmasked Estep 
Score: -7418667.500000 Penalty: 5498.958496
	Iteration 28Q: 3 clusters Score -7418668 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 59368 members 
Entering Unmasked Estep 
Score: -7418898.000000 Penalty: 5498.958496
	Iteration 29Q: 3 clusters Score -7418898 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 59865 members 
Entering Unmasked Estep 
Score: -7419082.500000 Penalty: 5498.958496
	Iteration 30Q: 3 clusters Score -7419082 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 60324 members 
Entering Unmasked Estep 
Score: -7419236.500000 Penalty: 5498.958496
	Iteration 31Q: 3 clusters Score -7419236 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 60722 members 
Entering Unmasked Estep 
Score: -7419353.500000 Penalty: 5498.958496
	Iteration 32Q: 3 clusters Score -7419354 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 61043 members 
Entering Unmasked Estep 
Score: -7419416.000000 Penalty: 5498.958496
	Iteration 33Q: 3 clusters Score -7419416 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 61328 members 
Entering Unmasked Estep 
Score: -7419507.500000 Penalty: 5498.958496
	Iteration 34Q: 3 clusters Score -7419508 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 61583 members 
Entering Unmasked Estep 
Score: -7419580.500000 Penalty: 5498.958496
	Iteration 35Q: 3 clusters Score -7419580 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 61805 members 
Entering Unmasked Estep 
Score: -7419638.500000 Penalty: 5498.958496
	Iteration 36Q: 3 clusters Score -7419638 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 61992 members 
Entering Unmasked Estep 
Score: -7419711.500000 Penalty: 5498.958496
	Iteration 37Q: 3 clusters Score -7419712 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 62150 members 
Entering Unmasked Estep 
Score: -7419740.500000 Penalty: 5498.958496
	Iteration 38Q: 3 clusters Score -7419740 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 62289 members 
Entering Unmasked Estep 
Score: -7419771.500000 Penalty: 5498.958496
	Iteration 39Q: 3 clusters Score -7419772 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 62415 members 
Entering Unmasked Estep 
Score: -7419826.000000 Penalty: 5498.958496
	Iteration 40F: 3 clusters Score -7419826 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 62550 members 
Entering Unmasked Estep 
Score: -7419888.500000 Penalty: 5498.958496
	Iteration 41Q: 3 clusters Score -7419888 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 62660 members 
Entering Unmasked Estep 
Score: -7419938.000000 Penalty: 5498.958496
	Iteration 42Q: 3 clusters Score -7419938 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 62769 members 
Entering Unmasked Estep 
Score: -7419974.000000 Penalty: 5498.958496
	Iteration 43Q: 3 clusters Score -7419974 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
Score: -7419997.000000 Penalty: 5498.958496
	Iteration 44Q: 3 clusters Score -7419997 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 62955 members 
Entering Unmasked Estep 
Score: -7420037.500000 Penalty: 5498.958496
	Iteration 45Q: 3 clusters Score -7420038 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 63024 members 
Entering Unmasked Estep 
Score: -7420063.500000 Penalty: 5498.958496
	Iteration 46Q: 3 clusters Score -7420064 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 63079 members 
Entering Unmasked Estep 
Score: -7420093.000000 Penalty: 5498.958496
	Iteration 47Q: 3 clusters Score -7420093 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 63131 members 
Entering Unmasked Estep 
Score: -7420101.500000 Penalty: 5498.958496
	Iteration 48Q: 3 clusters Score -7420102 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 63179 members 
Entering Unmasked Estep 
Score: -7420090.000000 Penalty: 5498.958496
	Iteration 49Q: 3 clusters Score -7420090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 63215 members 
Entering Unmasked Estep 
Score: -7420109.000000 Penalty: 5498.958496
	Iteration 50Q: 3 clusters Score -7420109 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 63248 members 
Entering Unmasked Estep 
Score: -7420129.000000 Penalty: 5498.958496
	Iteration 51Q: 3 clusters Score -7420129 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 63275 members 
Entering Unmasked Estep 
Score: -7420143.500000 Penalty: 5498.958496
	Iteration 52Q: 3 clusters Score -7420144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 63305 members 
Entering Unmasked Estep 
Score: -7420145.500000 Penalty: 5498.958496
	Iteration 53Q: 3 clusters Score -7420146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 63326 members 
Entering Unmasked Estep 
Score: -7420157.000000 Penalty: 5498.958496
	Iteration 54Q: 3 clusters Score -7420157 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -7420179.500000 Penalty: 5498.958496
	Iteration 55Q: 3 clusters Score -7420180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -7420176.000000 Penalty: 5498.958496
	Iteration 56Q: 3 clusters Score -7420176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 63366 members 
Entering Unmasked Estep 
Score: -7420191.500000 Penalty: 5498.958496
	Iteration 57Q: 3 clusters Score -7420192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 63384 members 
Entering Unmasked Estep 
Score: -7420195.500000 Penalty: 5498.958496
	Iteration 58Q: 3 clusters Score -7420196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 63395 members 
Entering Unmasked Estep 
Score: -7420205.500000 Penalty: 5498.958496
	Iteration 59Q: 3 clusters Score -7420206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 63407 members 
Entering Unmasked Estep 
Score: -7420198.500000 Penalty: 5498.958496
	Iteration 60F: 3 clusters Score -7420198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 63417 members 
Entering Unmasked Estep 
Score: -7420218.000000 Penalty: 5498.958496
	Iteration 61Q: 3 clusters Score -7420218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 63426 members 
Entering Unmasked Estep 
Score: -7420222.000000 Penalty: 5498.958496
	Iteration 62Q: 3 clusters Score -7420222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 63439 members 
Entering Unmasked Estep 
Score: -7420226.000000 Penalty: 5498.958496
	Iteration 63Q: 3 clusters Score -7420226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 63460 members 
Entering Unmasked Estep 
Score: -7420226.000000 Penalty: 5498.958496
	Iteration 64Q: 3 clusters Score -7420226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 63482 members 
Entering Unmasked Estep 
Score: -7420236.500000 Penalty: 5498.958496
	Iteration 65Q: 3 clusters Score -7420236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 63499 members 
Entering Unmasked Estep 
Score: -7420250.500000 Penalty: 5498.958496
	Iteration 66Q: 3 clusters Score -7420250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 63511 members 
Entering Unmasked Estep 
Score: -7420241.000000 Penalty: 5498.958496
	Iteration 67Q: 3 clusters Score -7420241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 63523 members 
Entering Unmasked Estep 
Score: -7420262.500000 Penalty: 5498.958496
	Iteration 68Q: 3 clusters Score -7420262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -7420272.000000 Penalty: 5498.958496
	Iteration 69Q: 3 clusters Score -7420272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -7420276.000000 Penalty: 5498.958496
	Iteration 70Q: 3 clusters Score -7420276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 63569 members 
Entering Unmasked Estep 
Score: -7420285.000000 Penalty: 5498.958496
	Iteration 71Q: 3 clusters Score -7420285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 63578 members 
Entering Unmasked Estep 
Score: -7420296.000000 Penalty: 5498.958496
	Iteration 72Q: 3 clusters Score -7420296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 63582 members 
Entering Unmasked Estep 
Score: -7420286.500000 Penalty: 5498.958496
	Iteration 73Q: 3 clusters Score -7420286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 63594 members 
Entering Unmasked Estep 
Score: -7420292.000000 Penalty: 5498.958496
	Iteration 74Q: 3 clusters Score -7420292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 63602 members 
Entering Unmasked Estep 
Score: -7420286.500000 Penalty: 5498.958496
	Iteration 75Q: 3 clusters Score -7420286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 63616 members 
Entering Unmasked Estep 
Score: -7420290.500000 Penalty: 5498.958496
	Iteration 76Q: 3 clusters Score -7420290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 63637 members 
Entering Unmasked Estep 
Score: -7420297.000000 Penalty: 5498.958496
	Iteration 77Q: 3 clusters Score -7420297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -7420306.000000 Penalty: 5498.958496
	Iteration 78Q: 3 clusters Score -7420306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 63659 members 
Entering Unmasked Estep 
Score: -7420299.500000 Penalty: 5498.958496
	Iteration 79Q: 3 clusters Score -7420300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 63662 members 
Entering Unmasked Estep 
Score: -7420315.000000 Penalty: 5498.958496
	Iteration 80F: 3 clusters Score -7420315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 63668 members 
Entering Unmasked Estep 
Score: -7420331.500000 Penalty: 5498.958496
	Iteration 81Q: 3 clusters Score -7420332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 63675 members 
Entering Unmasked Estep 
Score: -7420333.000000 Penalty: 5498.958496
	Iteration 82Q: 3 clusters Score -7420333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 63687 members 
Entering Unmasked Estep 
Score: -7420343.000000 Penalty: 5498.958496
	Iteration 83Q: 3 clusters Score -7420343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 63695 members 
Entering Unmasked Estep 
Score: -7420345.000000 Penalty: 5498.958496
	Iteration 84Q: 3 clusters Score -7420345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 63703 members 
Entering Unmasked Estep 
Score: -7420353.000000 Penalty: 5498.958496
	Iteration 85Q: 3 clusters Score -7420353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 63707 members 
Entering Unmasked Estep 
Score: -7420356.500000 Penalty: 5498.958496
	Iteration 86Q: 3 clusters Score -7420356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 63713 members 
Entering Unmasked Estep 
Score: -7420355.500000 Penalty: 5498.958496
	Iteration 87Q: 3 clusters Score -7420356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -7420361.500000 Penalty: 5498.958496
	Iteration 88Q: 3 clusters Score -7420362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 63718 members 
Entering Unmasked Estep 
Score: -7420364.500000 Penalty: 5498.958496
	Iteration 89Q: 3 clusters Score -7420364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 63721 members 
Entering Unmasked Estep 
Score: -7420358.500000 Penalty: 5498.958496
	Iteration 90Q: 3 clusters Score -7420358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 63724 members 
Entering Unmasked Estep 
Score: -7420356.000000 Penalty: 5498.958496
	Iteration 91Q: 3 clusters Score -7420356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 63725 members 
Entering Unmasked Estep 
Score: -7420354.500000 Penalty: 5498.958496
	Iteration 92Q: 3 clusters Score -7420354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 63724 members 
Entering Unmasked Estep 
Score: -7420357.000000 Penalty: 5498.958496
	Iteration 93Q: 3 clusters Score -7420357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 63723 members 
Entering Unmasked Estep 
Score: -7420361.000000 Penalty: 5498.958496
	Iteration 94Q: 3 clusters Score -7420361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 63722 members 
Entering Unmasked Estep 
Score: -7420356.500000 Penalty: 5498.958496
	Iteration 95Q: 3 clusters Score -7420356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 63722 members 
Entering Unmasked Estep 
Score: -7420356.500000 Penalty: 5498.958496
	Iteration 96F: 3 clusters Score -7420356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Entering Unmasked Estep 
Score: -3161159.750000 Penalty: 2519.379639
	Iteration 0F: 2 clusters Score -3161160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -3143497.500000 Penalty: 5038.759277
	Iteration 0F: 3 clusters Score -3143498 nChanged 11441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -3149956.500000 Penalty: 5038.759277
	Iteration 1F: 3 clusters Score -3149956 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -3150802.250000 Penalty: 5038.759277
	Iteration 2F: 3 clusters Score -3150802 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -3151677.000000 Penalty: 5038.759277
	Iteration 3F: 3 clusters Score -3151677 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -3152687.000000 Penalty: 5038.759277
	Iteration 4F: 3 clusters Score -3152687 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -3153638.000000 Penalty: 5038.759277
	Iteration 5F: 3 clusters Score -3153638 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -3154435.000000 Penalty: 5038.759277
	Iteration 6F: 3 clusters Score -3154435 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -3155152.750000 Penalty: 5038.759277
	Iteration 7Q: 3 clusters Score -3155153 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -3155764.250000 Penalty: 5038.759277
	Iteration 8Q: 3 clusters Score -3155764 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -3156357.500000 Penalty: 5038.759277
	Iteration 9Q: 3 clusters Score -3156358 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -3156927.500000 Penalty: 5038.759277
	Iteration 10Q: 3 clusters Score -3156928 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -3157466.250000 Penalty: 5038.759277
	Iteration 11Q: 3 clusters Score -3157466 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -3157959.750000 Penalty: 5038.759277
	Iteration 12Q: 3 clusters Score -3157960 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -3158346.000000 Penalty: 5038.759277
	Iteration 13Q: 3 clusters Score -3158346 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -3158619.500000 Penalty: 5038.759277
	Iteration 14Q: 3 clusters Score -3158620 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -3158801.750000 Penalty: 5038.759277
	Iteration 15Q: 3 clusters Score -3158802 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -3158933.500000 Penalty: 5038.759277
	Iteration 16Q: 3 clusters Score -3158934 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -3159024.750000 Penalty: 5038.759277
	Iteration 17Q: 3 clusters Score -3159025 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -3159069.000000 Penalty: 5038.759277
	Iteration 18Q: 3 clusters Score -3159069 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -3159104.250000 Penalty: 5038.759277
	Iteration 19Q: 3 clusters Score -3159104 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -3159124.500000 Penalty: 5038.759277
	Iteration 20F: 3 clusters Score -3159124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -3159149.750000 Penalty: 5038.759277
	Iteration 21Q: 3 clusters Score -3159150 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -3159153.250000 Penalty: 5038.759277
	Iteration 22Q: 3 clusters Score -3159153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -3159161.750000 Penalty: 5038.759277
	Iteration 23Q: 3 clusters Score -3159162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -3159177.250000 Penalty: 5038.759277
	Iteration 24Q: 3 clusters Score -3159177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -3159179.250000 Penalty: 5038.759277
	Iteration 25Q: 3 clusters Score -3159179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -3159185.500000 Penalty: 5038.759277
	Iteration 26Q: 3 clusters Score -3159186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -3159191.000000 Penalty: 5038.759277
	Iteration 27Q: 3 clusters Score -3159191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -3159198.000000 Penalty: 5038.759277
	Iteration 28Q: 3 clusters Score -3159198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -3159210.500000 Penalty: 5038.759277
	Iteration 29Q: 3 clusters Score -3159210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -3159218.750000 Penalty: 5038.759277
	Iteration 30Q: 3 clusters Score -3159219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -3159221.000000 Penalty: 5038.759277
	Iteration 31Q: 3 clusters Score -3159221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -3159227.000000 Penalty: 5038.759277
	Iteration 32Q: 3 clusters Score -3159227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -3159233.500000 Penalty: 5038.759277
	Iteration 33Q: 3 clusters Score -3159234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -3159236.000000 Penalty: 5038.759277
	Iteration 34Q: 3 clusters Score -3159236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -3159243.750000 Penalty: 5038.759277
	Iteration 35Q: 3 clusters Score -3159244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -3159244.250000 Penalty: 5038.759277
	Iteration 36Q: 3 clusters Score -3159244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -3159257.250000 Penalty: 5038.759277
	Iteration 37Q: 3 clusters Score -3159257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -3159259.000000 Penalty: 5038.759277
	Iteration 38Q: 3 clusters Score -3159259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -3159257.000000 Penalty: 5038.759277
	Iteration 39Q: 3 clusters Score -3159257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -3159257.000000 Penalty: 5038.759277
	Iteration 40F: 3 clusters Score -3159257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -3159265.500000 Penalty: 5038.759277
	Iteration 41Q: 3 clusters Score -3159266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -3159268.250000 Penalty: 5038.759277
	Iteration 42Q: 3 clusters Score -3159268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -3159270.250000 Penalty: 5038.759277
	Iteration 43Q: 3 clusters Score -3159270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -3159276.750000 Penalty: 5038.759277
	Iteration 44Q: 3 clusters Score -3159277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -3159278.000000 Penalty: 5038.759277
	Iteration 45Q: 3 clusters Score -3159278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -3159280.250000 Penalty: 5038.759277
	Iteration 46Q: 3 clusters Score -3159280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -3159283.750000 Penalty: 5038.759277
	Iteration 47Q: 3 clusters Score -3159284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -3159285.000000 Penalty: 5038.759277
	Iteration 48Q: 3 clusters Score -3159285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -3159285.500000 Penalty: 5038.759277
	Iteration 49Q: 3 clusters Score -3159286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -3159283.750000 Penalty: 5038.759277
	Iteration 50Q: 3 clusters Score -3159284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -3159288.000000 Penalty: 5038.759277
	Iteration 51Q: 3 clusters Score -3159288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -3159288.000000 Penalty: 5038.759277
	Iteration 52F: 3 clusters Score -3159288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Entering Unmasked Estep 
Score: -3712690.750000 Penalty: 2559.439697
	Iteration 0F: 2 clusters Score -3712691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -3692047.000000 Penalty: 5118.879395
	Iteration 0F: 3 clusters Score -3692047 nChanged 13719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -3699460.000000 Penalty: 5118.879395
	Iteration 1F: 3 clusters Score -3699460 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -3699942.250000 Penalty: 5118.879395
	Iteration 2Q: 3 clusters Score -3699942 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -3700435.500000 Penalty: 5118.879395
	Iteration 3Q: 3 clusters Score -3700436 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -3700976.500000 Penalty: 5118.879395
	Iteration 4Q: 3 clusters Score -3700976 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -3701635.500000 Penalty: 5118.879395
	Iteration 5Q: 3 clusters Score -3701636 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -3702468.750000 Penalty: 5118.879395
	Iteration 6F: 3 clusters Score -3702469 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -3703753.500000 Penalty: 5118.879395
	Iteration 7F: 3 clusters Score -3703754 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -3705366.500000 Penalty: 5118.879395
	Iteration 8F: 3 clusters Score -3705366 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -3706992.750000 Penalty: 5118.879395
	Iteration 9F: 3 clusters Score -3706993 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -3708325.750000 Penalty: 5118.879395
	Iteration 10F: 3 clusters Score -3708326 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -3709229.250000 Penalty: 5118.879395
	Iteration 11Q: 3 clusters Score -3709229 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -3709759.000000 Penalty: 5118.879395
	Iteration 12Q: 3 clusters Score -3709759 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -3710058.500000 Penalty: 5118.879395
	Iteration 13Q: 3 clusters Score -3710058 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -3710204.500000 Penalty: 5118.879395
	Iteration 14Q: 3 clusters Score -3710204 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -3710296.000000 Penalty: 5118.879395
	Iteration 15Q: 3 clusters Score -3710296 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -3710362.000000 Penalty: 5118.879395
	Iteration 16Q: 3 clusters Score -3710362 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -3710423.000000 Penalty: 5118.879395
	Iteration 17Q: 3 clusters Score -3710423 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -3710456.750000 Penalty: 5118.879395
	Iteration 18Q: 3 clusters Score -3710457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -3710476.000000 Penalty: 5118.879395
	Iteration 19Q: 3 clusters Score -3710476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -3710499.000000 Penalty: 5118.879395
	Iteration 20F: 3 clusters Score -3710499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -3710506.750000 Penalty: 5118.879395
	Iteration 21Q: 3 clusters Score -3710507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -3710521.750000 Penalty: 5118.879395
	Iteration 22Q: 3 clusters Score -3710522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -3710533.000000 Penalty: 5118.879395
	Iteration 23Q: 3 clusters Score -3710533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -3710539.000000 Penalty: 5118.879395
	Iteration 24Q: 3 clusters Score -3710539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -3710550.000000 Penalty: 5118.879395
	Iteration 25Q: 3 clusters Score -3710550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -3710556.250000 Penalty: 5118.879395
	Iteration 26Q: 3 clusters Score -3710556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -3710559.500000 Penalty: 5118.879395
	Iteration 27Q: 3 clusters Score -3710560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -3710566.750000 Penalty: 5118.879395
	Iteration 28Q: 3 clusters Score -3710567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -3710567.500000 Penalty: 5118.879395
	Iteration 29Q: 3 clusters Score -3710568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -3710566.500000 Penalty: 5118.879395
	Iteration 30Q: 3 clusters Score -3710566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -3710565.500000 Penalty: 5118.879395
	Iteration 31Q: 3 clusters Score -3710566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -3710567.000000 Penalty: 5118.879395
	Iteration 32Q: 3 clusters Score -3710567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -3710570.500000 Penalty: 5118.879395
	Iteration 33Q: 3 clusters Score -3710570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -3710566.750000 Penalty: 5118.879395
	Iteration 34Q: 3 clusters Score -3710567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -3710569.500000 Penalty: 5118.879395
	Iteration 35Q: 3 clusters Score -3710570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -3710569.500000 Penalty: 5118.879395
	Iteration 36F: 3 clusters Score -3710570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Entering Unmasked Estep 
Score: -4756704.000000 Penalty: 2620.801025
	Iteration 0F: 2 clusters Score -4756704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -4730405.500000 Penalty: 5241.602051
	Iteration 0F: 3 clusters Score -4730406 nChanged 17721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -4739958.500000 Penalty: 5241.602051
	Iteration 1F: 3 clusters Score -4739958 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -4740481.500000 Penalty: 5241.602051
	Iteration 2Q: 3 clusters Score -4740482 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -4741000.500000 Penalty: 5241.602051
	Iteration 3Q: 3 clusters Score -4741000 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -4741572.000000 Penalty: 5241.602051
	Iteration 4Q: 3 clusters Score -4741572 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -4742409.000000 Penalty: 5241.602051
	Iteration 5Q: 3 clusters Score -4742409 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -4743511.000000 Penalty: 5241.602051
	Iteration 6F: 3 clusters Score -4743511 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -4745250.000000 Penalty: 5241.602051
	Iteration 7F: 3 clusters Score -4745250 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -4747668.500000 Penalty: 5241.602051
	Iteration 8F: 3 clusters Score -4747668 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -4750470.500000 Penalty: 5241.602051
	Iteration 9F: 3 clusters Score -4750470 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -4752696.500000 Penalty: 5241.602051
	Iteration 10F: 3 clusters Score -4752696 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4753956.500000 Penalty: 5241.602051
	Iteration 11Q: 3 clusters Score -4753956 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4754627.500000 Penalty: 5241.602051
	Iteration 12Q: 3 clusters Score -4754628 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4754976.500000 Penalty: 5241.602051
	Iteration 13Q: 3 clusters Score -4754976 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4755161.000000 Penalty: 5241.602051
	Iteration 14Q: 3 clusters Score -4755161 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4755271.000000 Penalty: 5241.602051
	Iteration 15Q: 3 clusters Score -4755271 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4755336.500000 Penalty: 5241.602051
	Iteration 16Q: 3 clusters Score -4755336 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4755393.000000 Penalty: 5241.602051
	Iteration 17Q: 3 clusters Score -4755393 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4755402.000000 Penalty: 5241.602051
	Iteration 18Q: 3 clusters Score -4755402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4755426.500000 Penalty: 5241.602051
	Iteration 19Q: 3 clusters Score -4755426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4755433.000000 Penalty: 5241.602051
	Iteration 20F: 3 clusters Score -4755433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4755459.000000 Penalty: 5241.602051
	Iteration 21Q: 3 clusters Score -4755459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4755466.500000 Penalty: 5241.602051
	Iteration 22Q: 3 clusters Score -4755466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4755464.500000 Penalty: 5241.602051
	Iteration 23Q: 3 clusters Score -4755464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4755470.500000 Penalty: 5241.602051
	Iteration 24Q: 3 clusters Score -4755470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4755485.000000 Penalty: 5241.602051
	Iteration 25Q: 3 clusters Score -4755485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4755492.500000 Penalty: 5241.602051
	Iteration 26Q: 3 clusters Score -4755492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4755485.500000 Penalty: 5241.602051
	Iteration 27Q: 3 clusters Score -4755486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4755484.000000 Penalty: 5241.602051
	Iteration 28Q: 3 clusters Score -4755484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4755490.000000 Penalty: 5241.602051
	Iteration 29Q: 3 clusters Score -4755490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4755493.000000 Penalty: 5241.602051
	Iteration 30Q: 3 clusters Score -4755493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4755492.000000 Penalty: 5241.602051
	Iteration 31Q: 3 clusters Score -4755492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4755496.000000 Penalty: 5241.602051
	Iteration 32Q: 3 clusters Score -4755496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4755498.500000 Penalty: 5241.602051
	Iteration 33Q: 3 clusters Score -4755498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4755501.500000 Penalty: 5241.602051
	Iteration 34Q: 3 clusters Score -4755502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4755499.000000 Penalty: 5241.602051
	Iteration 35Q: 3 clusters Score -4755499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4755503.000000 Penalty: 5241.602051
	Iteration 36Q: 3 clusters Score -4755503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4755500.000000 Penalty: 5241.602051
	Iteration 37Q: 3 clusters Score -4755500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4755500.000000 Penalty: 5241.602051
	Iteration 38F: 3 clusters Score -4755500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Entering Unmasked Estep 
Score: -1347432.250000 Penalty: 2310.135010
	Iteration 0F: 2 clusters Score -1347432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1339062.875000 Penalty: 4620.270020
	Iteration 0F: 3 clusters Score -1339063 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1341495.125000 Penalty: 4620.270020
	Iteration 1F: 3 clusters Score -1341495 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1341853.875000 Penalty: 4620.270020
	Iteration 2F: 3 clusters Score -1341854 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1342123.000000 Penalty: 4620.270020
	Iteration 3F: 3 clusters Score -1342123 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1342352.000000 Penalty: 4620.270020
	Iteration 4Q: 3 clusters Score -1342352 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1342579.750000 Penalty: 4620.270020
	Iteration 5Q: 3 clusters Score -1342580 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1342824.375000 Penalty: 4620.270020
	Iteration 6Q: 3 clusters Score -1342824 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1343027.000000 Penalty: 4620.270020
	Iteration 7Q: 3 clusters Score -1343027 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1343222.125000 Penalty: 4620.270020
	Iteration 8Q: 3 clusters Score -1343222 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1343390.375000 Penalty: 4620.270020
	Iteration 9Q: 3 clusters Score -1343390 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1343526.750000 Penalty: 4620.270020
	Iteration 10Q: 3 clusters Score -1343527 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1343670.875000 Penalty: 4620.270020
	Iteration 11Q: 3 clusters Score -1343671 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1343806.250000 Penalty: 4620.270020
	Iteration 12Q: 3 clusters Score -1343806 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1343930.250000 Penalty: 4620.270020
	Iteration 13Q: 3 clusters Score -1343930 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1344024.250000 Penalty: 4620.270020
	Iteration 14Q: 3 clusters Score -1344024 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1344095.125000 Penalty: 4620.270020
	Iteration 15Q: 3 clusters Score -1344095 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1344160.250000 Penalty: 4620.270020
	Iteration 16Q: 3 clusters Score -1344160 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1344221.250000 Penalty: 4620.270020
	Iteration 17Q: 3 clusters Score -1344221 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1344274.875000 Penalty: 4620.270020
	Iteration 18Q: 3 clusters Score -1344275 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1344315.875000 Penalty: 4620.270020
	Iteration 19Q: 3 clusters Score -1344316 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1344350.750000 Penalty: 4620.270020
	Iteration 20F: 3 clusters Score -1344351 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1344382.250000 Penalty: 4620.270020
	Iteration 21Q: 3 clusters Score -1344382 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1344408.875000 Penalty: 4620.270020
	Iteration 22Q: 3 clusters Score -1344409 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1344430.125000 Penalty: 4620.270020
	Iteration 23Q: 3 clusters Score -1344430 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1344451.750000 Penalty: 4620.270020
	Iteration 24Q: 3 clusters Score -1344452 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1344476.250000 Penalty: 4620.270020
	Iteration 25Q: 3 clusters Score -1344476 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1344493.250000 Penalty: 4620.270020
	Iteration 26Q: 3 clusters Score -1344493 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1344504.750000 Penalty: 4620.270020
	Iteration 27Q: 3 clusters Score -1344505 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1344511.750000 Penalty: 4620.270020
	Iteration 28Q: 3 clusters Score -1344512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1344519.125000 Penalty: 4620.270020
	Iteration 29Q: 3 clusters Score -1344519 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1344521.375000 Penalty: 4620.270020
	Iteration 30Q: 3 clusters Score -1344521 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1344532.125000 Penalty: 4620.270020
	Iteration 31Q: 3 clusters Score -1344532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1344536.375000 Penalty: 4620.270020
	Iteration 32Q: 3 clusters Score -1344536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1344544.250000 Penalty: 4620.270020
	Iteration 33Q: 3 clusters Score -1344544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1344544.000000 Penalty: 4620.270020
	Iteration 34Q: 3 clusters Score -1344544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1344548.625000 Penalty: 4620.270020
	Iteration 35Q: 3 clusters Score -1344549 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1344561.875000 Penalty: 4620.270020
	Iteration 36Q: 3 clusters Score -1344562 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1344570.375000 Penalty: 4620.270020
	Iteration 37Q: 3 clusters Score -1344570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1344582.750000 Penalty: 4620.270020
	Iteration 38Q: 3 clusters Score -1344583 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1344588.625000 Penalty: 4620.270020
	Iteration 39Q: 3 clusters Score -1344589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1344596.000000 Penalty: 4620.270020
	Iteration 40F: 3 clusters Score -1344596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1344598.125000 Penalty: 4620.270020
	Iteration 41Q: 3 clusters Score -1344598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1344606.875000 Penalty: 4620.270020
	Iteration 42Q: 3 clusters Score -1344607 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1344609.375000 Penalty: 4620.270020
	Iteration 43Q: 3 clusters Score -1344609 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1344616.000000 Penalty: 4620.270020
	Iteration 44Q: 3 clusters Score -1344616 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1344623.500000 Penalty: 4620.270020
	Iteration 45Q: 3 clusters Score -1344624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1344639.125000 Penalty: 4620.270020
	Iteration 46Q: 3 clusters Score -1344639 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1344651.875000 Penalty: 4620.270020
	Iteration 47Q: 3 clusters Score -1344652 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1344669.250000 Penalty: 4620.270020
	Iteration 48Q: 3 clusters Score -1344669 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1344692.375000 Penalty: 4620.270020
	Iteration 49Q: 3 clusters Score -1344692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1344710.875000 Penalty: 4620.270020
	Iteration 50Q: 3 clusters Score -1344711 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1344728.375000 Penalty: 4620.270020
	Iteration 51Q: 3 clusters Score -1344728 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1344743.500000 Penalty: 4620.270020
	Iteration 52Q: 3 clusters Score -1344744 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1344761.000000 Penalty: 4620.270020
	Iteration 53Q: 3 clusters Score -1344761 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1344782.000000 Penalty: 4620.270020
	Iteration 54Q: 3 clusters Score -1344782 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1344799.750000 Penalty: 4620.270020
	Iteration 55Q: 3 clusters Score -1344800 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1344821.375000 Penalty: 4620.270020
	Iteration 56Q: 3 clusters Score -1344821 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1344844.750000 Penalty: 4620.270020
	Iteration 57Q: 3 clusters Score -1344845 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1344862.125000 Penalty: 4620.270020
	Iteration 58Q: 3 clusters Score -1344862 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1344879.750000 Penalty: 4620.270020
	Iteration 59Q: 3 clusters Score -1344880 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1344907.000000 Penalty: 4620.270020
	Iteration 60F: 3 clusters Score -1344907 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1344937.500000 Penalty: 4620.270020
	Iteration 61Q: 3 clusters Score -1344938 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1344962.250000 Penalty: 4620.270020
	Iteration 62Q: 3 clusters Score -1344962 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1344997.625000 Penalty: 4620.270020
	Iteration 63Q: 3 clusters Score -1344998 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1345020.500000 Penalty: 4620.270020
	Iteration 64Q: 3 clusters Score -1345020 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1345043.875000 Penalty: 4620.270020
	Iteration 65Q: 3 clusters Score -1345044 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1345054.125000 Penalty: 4620.270020
	Iteration 66Q: 3 clusters Score -1345054 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1345070.875000 Penalty: 4620.270020
	Iteration 67Q: 3 clusters Score -1345071 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1345082.875000 Penalty: 4620.270020
	Iteration 68Q: 3 clusters Score -1345083 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1345103.375000 Penalty: 4620.270020
	Iteration 69Q: 3 clusters Score -1345103 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1345113.625000 Penalty: 4620.270020
	Iteration 70Q: 3 clusters Score -1345114 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1345134.250000 Penalty: 4620.270020
	Iteration 71Q: 3 clusters Score -1345134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1345144.750000 Penalty: 4620.270020
	Iteration 72Q: 3 clusters Score -1345145 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1345152.875000 Penalty: 4620.270020
	Iteration 73Q: 3 clusters Score -1345153 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1345160.500000 Penalty: 4620.270020
	Iteration 74Q: 3 clusters Score -1345160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1345174.750000 Penalty: 4620.270020
	Iteration 75Q: 3 clusters Score -1345175 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1345182.625000 Penalty: 4620.270020
	Iteration 76Q: 3 clusters Score -1345183 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1345199.875000 Penalty: 4620.270020
	Iteration 77Q: 3 clusters Score -1345200 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1345207.625000 Penalty: 4620.270020
	Iteration 78Q: 3 clusters Score -1345208 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1345219.750000 Penalty: 4620.270020
	Iteration 79Q: 3 clusters Score -1345220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1345226.000000 Penalty: 4620.270020
	Iteration 80F: 3 clusters Score -1345226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1345236.125000 Penalty: 4620.270020
	Iteration 81Q: 3 clusters Score -1345236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1345244.000000 Penalty: 4620.270020
	Iteration 82Q: 3 clusters Score -1345244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1345253.375000 Penalty: 4620.270020
	Iteration 83Q: 3 clusters Score -1345253 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1345257.500000 Penalty: 4620.270020
	Iteration 84Q: 3 clusters Score -1345258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1345267.250000 Penalty: 4620.270020
	Iteration 85Q: 3 clusters Score -1345267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1345275.375000 Penalty: 4620.270020
	Iteration 86Q: 3 clusters Score -1345275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1345278.750000 Penalty: 4620.270020
	Iteration 87Q: 3 clusters Score -1345279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1345283.000000 Penalty: 4620.270020
	Iteration 88Q: 3 clusters Score -1345283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1345285.750000 Penalty: 4620.270020
	Iteration 89Q: 3 clusters Score -1345286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1345289.750000 Penalty: 4620.270020
	Iteration 90Q: 3 clusters Score -1345290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1345289.500000 Penalty: 4620.270020
	Iteration 91Q: 3 clusters Score -1345290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1345297.375000 Penalty: 4620.270020
	Iteration 92Q: 3 clusters Score -1345297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1345301.750000 Penalty: 4620.270020
	Iteration 93Q: 3 clusters Score -1345302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1345307.000000 Penalty: 4620.270020
	Iteration 94Q: 3 clusters Score -1345307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1345306.500000 Penalty: 4620.270020
	Iteration 95Q: 3 clusters Score -1345306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1345306.000000 Penalty: 4620.270020
	Iteration 96Q: 3 clusters Score -1345306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1345311.625000 Penalty: 4620.270020
	Iteration 97Q: 3 clusters Score -1345312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1345318.250000 Penalty: 4620.270020
	Iteration 98Q: 3 clusters Score -1345318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1345323.625000 Penalty: 4620.270020
	Iteration 99Q: 3 clusters Score -1345324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1345331.000000 Penalty: 4620.270020
	Iteration 100F: 3 clusters Score -1345331 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1345340.750000 Penalty: 4620.270020
	Iteration 101Q: 3 clusters Score -1345341 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1345355.625000 Penalty: 4620.270020
	Iteration 102Q: 3 clusters Score -1345356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1345366.500000 Penalty: 4620.270020
	Iteration 103Q: 3 clusters Score -1345366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1345380.625000 Penalty: 4620.270020
	Iteration 104Q: 3 clusters Score -1345381 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1345393.125000 Penalty: 4620.270020
	Iteration 105Q: 3 clusters Score -1345393 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1345403.125000 Penalty: 4620.270020
	Iteration 106Q: 3 clusters Score -1345403 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1345418.500000 Penalty: 4620.270020
	Iteration 107Q: 3 clusters Score -1345418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1345434.625000 Penalty: 4620.270020
	Iteration 108Q: 3 clusters Score -1345435 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1345449.125000 Penalty: 4620.270020
	Iteration 109Q: 3 clusters Score -1345449 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1345452.750000 Penalty: 4620.270020
	Iteration 110Q: 3 clusters Score -1345453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1345466.750000 Penalty: 4620.270020
	Iteration 111Q: 3 clusters Score -1345467 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1345477.000000 Penalty: 4620.270020
	Iteration 112Q: 3 clusters Score -1345477 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1345489.000000 Penalty: 4620.270020
	Iteration 113Q: 3 clusters Score -1345489 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1345496.250000 Penalty: 4620.270020
	Iteration 114Q: 3 clusters Score -1345496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1345506.750000 Penalty: 4620.270020
	Iteration 115Q: 3 clusters Score -1345507 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1345516.000000 Penalty: 4620.270020
	Iteration 116Q: 3 clusters Score -1345516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1345520.250000 Penalty: 4620.270020
	Iteration 117Q: 3 clusters Score -1345520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1345526.250000 Penalty: 4620.270020
	Iteration 118Q: 3 clusters Score -1345526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1345527.375000 Penalty: 4620.270020
	Iteration 119Q: 3 clusters Score -1345527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1345531.125000 Penalty: 4620.270020
	Iteration 120F: 3 clusters Score -1345531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1345531.875000 Penalty: 4620.270020
	Iteration 121Q: 3 clusters Score -1345532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1345537.500000 Penalty: 4620.270020
	Iteration 122Q: 3 clusters Score -1345538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1345542.500000 Penalty: 4620.270020
	Iteration 123Q: 3 clusters Score -1345542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1345550.875000 Penalty: 4620.270020
	Iteration 124Q: 3 clusters Score -1345551 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1345561.875000 Penalty: 4620.270020
	Iteration 125Q: 3 clusters Score -1345562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1345572.875000 Penalty: 4620.270020
	Iteration 126Q: 3 clusters Score -1345573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1345578.875000 Penalty: 4620.270020
	Iteration 127Q: 3 clusters Score -1345579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1345585.125000 Penalty: 4620.270020
	Iteration 128Q: 3 clusters Score -1345585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1345591.625000 Penalty: 4620.270020
	Iteration 129Q: 3 clusters Score -1345592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1345600.625000 Penalty: 4620.270020
	Iteration 130Q: 3 clusters Score -1345601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1345608.625000 Penalty: 4620.270020
	Iteration 131Q: 3 clusters Score -1345609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1345618.125000 Penalty: 4620.270020
	Iteration 132Q: 3 clusters Score -1345618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1345631.250000 Penalty: 4620.270020
	Iteration 133Q: 3 clusters Score -1345631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1345636.875000 Penalty: 4620.270020
	Iteration 134Q: 3 clusters Score -1345637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1345638.500000 Penalty: 4620.270020
	Iteration 135Q: 3 clusters Score -1345638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1345646.375000 Penalty: 4620.270020
	Iteration 136Q: 3 clusters Score -1345646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1345652.750000 Penalty: 4620.270020
	Iteration 137Q: 3 clusters Score -1345653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1345655.500000 Penalty: 4620.270020
	Iteration 138Q: 3 clusters Score -1345656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1345657.875000 Penalty: 4620.270020
	Iteration 139Q: 3 clusters Score -1345658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1345658.250000 Penalty: 4620.270020
	Iteration 140F: 3 clusters Score -1345658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1345657.500000 Penalty: 4620.270020
	Iteration 141Q: 3 clusters Score -1345658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1345659.000000 Penalty: 4620.270020
	Iteration 142Q: 3 clusters Score -1345659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1345662.375000 Penalty: 4620.270020
	Iteration 143Q: 3 clusters Score -1345662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1345662.375000 Penalty: 4620.270020
	Iteration 144F: 3 clusters Score -1345662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Entering Unmasked Estep 
Score: -2733317.250000 Penalty: 2486.067383
	Iteration 0F: 2 clusters Score -2733317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2717617.250000 Penalty: 4972.134766
	Iteration 0F: 3 clusters Score -2717617 nChanged 9955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2722939.750000 Penalty: 4972.134766
	Iteration 1F: 3 clusters Score -2722940 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2723380.750000 Penalty: 4972.134766
	Iteration 2F: 3 clusters Score -2723381 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2723739.750000 Penalty: 4972.134766
	Iteration 3Q: 3 clusters Score -2723740 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2724064.250000 Penalty: 4972.134766
	Iteration 4Q: 3 clusters Score -2724064 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2724384.250000 Penalty: 4972.134766
	Iteration 5Q: 3 clusters Score -2724384 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2724742.000000 Penalty: 4972.134766
	Iteration 6Q: 3 clusters Score -2724742 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2725178.500000 Penalty: 4972.134766
	Iteration 7Q: 3 clusters Score -2725178 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2725604.500000 Penalty: 4972.134766
	Iteration 8Q: 3 clusters Score -2725604 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2726015.000000 Penalty: 4972.134766
	Iteration 9Q: 3 clusters Score -2726015 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2726422.500000 Penalty: 4972.134766
	Iteration 10Q: 3 clusters Score -2726422 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2726829.750000 Penalty: 4972.134766
	Iteration 11Q: 3 clusters Score -2726830 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -2727197.000000 Penalty: 4972.134766
	Iteration 12Q: 3 clusters Score -2727197 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2727599.000000 Penalty: 4972.134766
	Iteration 13Q: 3 clusters Score -2727599 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2727958.250000 Penalty: 4972.134766
	Iteration 14Q: 3 clusters Score -2727958 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2728318.750000 Penalty: 4972.134766
	Iteration 15Q: 3 clusters Score -2728319 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2728633.000000 Penalty: 4972.134766
	Iteration 16Q: 3 clusters Score -2728633 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2728887.500000 Penalty: 4972.134766
	Iteration 17Q: 3 clusters Score -2728888 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2729142.000000 Penalty: 4972.134766
	Iteration 18Q: 3 clusters Score -2729142 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2729371.500000 Penalty: 4972.134766
	Iteration 19Q: 3 clusters Score -2729372 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2729561.500000 Penalty: 4972.134766
	Iteration 20F: 3 clusters Score -2729562 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2729715.500000 Penalty: 4972.134766
	Iteration 21Q: 3 clusters Score -2729716 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2729859.250000 Penalty: 4972.134766
	Iteration 22Q: 3 clusters Score -2729859 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -2729989.750000 Penalty: 4972.134766
	Iteration 23Q: 3 clusters Score -2729990 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2730096.750000 Penalty: 4972.134766
	Iteration 24Q: 3 clusters Score -2730097 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2730202.000000 Penalty: 4972.134766
	Iteration 25Q: 3 clusters Score -2730202 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -2730303.500000 Penalty: 4972.134766
	Iteration 26Q: 3 clusters Score -2730304 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2730390.000000 Penalty: 4972.134766
	Iteration 27Q: 3 clusters Score -2730390 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2730466.750000 Penalty: 4972.134766
	Iteration 28Q: 3 clusters Score -2730467 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2730544.250000 Penalty: 4972.134766
	Iteration 29Q: 3 clusters Score -2730544 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -2730628.750000 Penalty: 4972.134766
	Iteration 30Q: 3 clusters Score -2730629 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2730722.250000 Penalty: 4972.134766
	Iteration 31Q: 3 clusters Score -2730722 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2730817.000000 Penalty: 4972.134766
	Iteration 32Q: 3 clusters Score -2730817 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2730904.500000 Penalty: 4972.134766
	Iteration 33Q: 3 clusters Score -2730904 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -2730962.750000 Penalty: 4972.134766
	Iteration 34Q: 3 clusters Score -2730963 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2731024.750000 Penalty: 4972.134766
	Iteration 35Q: 3 clusters Score -2731025 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -2731065.000000 Penalty: 4972.134766
	Iteration 36Q: 3 clusters Score -2731065 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2731129.500000 Penalty: 4972.134766
	Iteration 37Q: 3 clusters Score -2731130 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -2731165.250000 Penalty: 4972.134766
	Iteration 38Q: 3 clusters Score -2731165 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -2731189.500000 Penalty: 4972.134766
	Iteration 39Q: 3 clusters Score -2731190 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2731206.750000 Penalty: 4972.134766
	Iteration 40F: 3 clusters Score -2731207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2731220.250000 Penalty: 4972.134766
	Iteration 41Q: 3 clusters Score -2731220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -2731225.500000 Penalty: 4972.134766
	Iteration 42Q: 3 clusters Score -2731226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -2731228.750000 Penalty: 4972.134766
	Iteration 43Q: 3 clusters Score -2731229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -2731231.000000 Penalty: 4972.134766
	Iteration 44Q: 3 clusters Score -2731231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2731237.750000 Penalty: 4972.134766
	Iteration 45Q: 3 clusters Score -2731238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -2731246.250000 Penalty: 4972.134766
	Iteration 46Q: 3 clusters Score -2731246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -2731255.750000 Penalty: 4972.134766
	Iteration 47Q: 3 clusters Score -2731256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -2731258.500000 Penalty: 4972.134766
	Iteration 48Q: 3 clusters Score -2731258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -2731273.000000 Penalty: 4972.134766
	Iteration 49Q: 3 clusters Score -2731273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -2731280.000000 Penalty: 4972.134766
	Iteration 50Q: 3 clusters Score -2731280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -2731287.000000 Penalty: 4972.134766
	Iteration 51Q: 3 clusters Score -2731287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -2731284.250000 Penalty: 4972.134766
	Iteration 52Q: 3 clusters Score -2731284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -2731285.250000 Penalty: 4972.134766
	Iteration 53Q: 3 clusters Score -2731285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -2731288.250000 Penalty: 4972.134766
	Iteration 54Q: 3 clusters Score -2731288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -2731292.500000 Penalty: 4972.134766
	Iteration 55Q: 3 clusters Score -2731292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2731294.250000 Penalty: 4972.134766
	Iteration 56Q: 3 clusters Score -2731294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -2731293.000000 Penalty: 4972.134766
	Iteration 57Q: 3 clusters Score -2731293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -2731299.000000 Penalty: 4972.134766
	Iteration 58Q: 3 clusters Score -2731299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -2731295.250000 Penalty: 4972.134766
	Iteration 59Q: 3 clusters Score -2731295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -2731297.750000 Penalty: 4972.134766
	Iteration 60F: 3 clusters Score -2731298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -2731299.500000 Penalty: 4972.134766
	Iteration 61Q: 3 clusters Score -2731300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -2731299.250000 Penalty: 4972.134766
	Iteration 62Q: 3 clusters Score -2731299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -2731298.500000 Penalty: 4972.134766
	Iteration 63Q: 3 clusters Score -2731298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -2731298.500000 Penalty: 4972.134766
	Iteration 64F: 3 clusters Score -2731298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Entering Unmasked Estep 
Score: -3596837.750000 Penalty: 2549.083496
	Iteration 0F: 2 clusters Score -3596838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -3576815.000000 Penalty: 5098.166992
	Iteration 0F: 3 clusters Score -3576815 nChanged 13114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -3583784.250000 Penalty: 5098.166992
	Iteration 1F: 3 clusters Score -3583784 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3584288.250000 Penalty: 5098.166992
	Iteration 2Q: 3 clusters Score -3584288 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -3584840.750000 Penalty: 5098.166992
	Iteration 3Q: 3 clusters Score -3584841 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -3585453.750000 Penalty: 5098.166992
	Iteration 4Q: 3 clusters Score -3585454 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -3586212.500000 Penalty: 5098.166992
	Iteration 5F: 3 clusters Score -3586212 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -3587278.750000 Penalty: 5098.166992
	Iteration 6F: 3 clusters Score -3587279 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -3588514.250000 Penalty: 5098.166992
	Iteration 7F: 3 clusters Score -3588514 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -3589883.250000 Penalty: 5098.166992
	Iteration 8F: 3 clusters Score -3589883 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -3591144.250000 Penalty: 5098.166992
	Iteration 9F: 3 clusters Score -3591144 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -3592234.500000 Penalty: 5098.166992
	Iteration 10Q: 3 clusters Score -3592234 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -3593019.750000 Penalty: 5098.166992
	Iteration 11Q: 3 clusters Score -3593020 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -3593571.000000 Penalty: 5098.166992
	Iteration 12Q: 3 clusters Score -3593571 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -3593932.250000 Penalty: 5098.166992
	Iteration 13Q: 3 clusters Score -3593932 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -3594199.750000 Penalty: 5098.166992
	Iteration 14Q: 3 clusters Score -3594200 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -3594374.500000 Penalty: 5098.166992
	Iteration 15Q: 3 clusters Score -3594374 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -3594482.500000 Penalty: 5098.166992
	Iteration 16Q: 3 clusters Score -3594482 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -3594560.000000 Penalty: 5098.166992
	Iteration 17Q: 3 clusters Score -3594560 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -3594616.250000 Penalty: 5098.166992
	Iteration 18Q: 3 clusters Score -3594616 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -3594643.250000 Penalty: 5098.166992
	Iteration 19Q: 3 clusters Score -3594643 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -3594661.000000 Penalty: 5098.166992
	Iteration 20F: 3 clusters Score -3594661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -3594676.250000 Penalty: 5098.166992
	Iteration 21Q: 3 clusters Score -3594676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -3594680.000000 Penalty: 5098.166992
	Iteration 22Q: 3 clusters Score -3594680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -3594693.750000 Penalty: 5098.166992
	Iteration 23Q: 3 clusters Score -3594694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -3594701.250000 Penalty: 5098.166992
	Iteration 24Q: 3 clusters Score -3594701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -3594704.750000 Penalty: 5098.166992
	Iteration 25Q: 3 clusters Score -3594705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -3594710.250000 Penalty: 5098.166992
	Iteration 26Q: 3 clusters Score -3594710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -3594713.750000 Penalty: 5098.166992
	Iteration 27Q: 3 clusters Score -3594714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -3594722.500000 Penalty: 5098.166992
	Iteration 28Q: 3 clusters Score -3594722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -3594725.500000 Penalty: 5098.166992
	Iteration 29Q: 3 clusters Score -3594726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -3594723.250000 Penalty: 5098.166992
	Iteration 30Q: 3 clusters Score -3594723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -3594724.500000 Penalty: 5098.166992
	Iteration 31Q: 3 clusters Score -3594724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -3594726.500000 Penalty: 5098.166992
	Iteration 32Q: 3 clusters Score -3594726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -3594727.500000 Penalty: 5098.166992
	Iteration 33Q: 3 clusters Score -3594728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -3594727.750000 Penalty: 5098.166992
	Iteration 34Q: 3 clusters Score -3594728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -3594731.500000 Penalty: 5098.166992
	Iteration 35Q: 3 clusters Score -3594732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -3594731.500000 Penalty: 5098.166992
	Iteration 36F: 3 clusters Score -3594732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (63591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63591 members 
Entering Unmasked Estep 
Score: -7786740.000000 Penalty: 2742.936279
	Iteration 0F: 2 clusters Score -7786740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -7743998.500000 Penalty: 5485.872559
	Iteration 0F: 3 clusters Score -7743998 nChanged 29670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -7760667.000000 Penalty: 5485.872559
	Iteration 1F: 3 clusters Score -7760667 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -7761746.500000 Penalty: 5485.872559
	Iteration 2Q: 3 clusters Score -7761746 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -7762976.500000 Penalty: 5485.872559
	Iteration 3Q: 3 clusters Score -7762976 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -7764500.000000 Penalty: 5485.872559
	Iteration 4F: 3 clusters Score -7764500 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -7766299.000000 Penalty: 5485.872559
	Iteration 5F: 3 clusters Score -7766299 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -7768439.500000 Penalty: 5485.872559
	Iteration 6F: 3 clusters Score -7768440 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -7770892.500000 Penalty: 5485.872559
	Iteration 7F: 3 clusters Score -7770892 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -7773434.000000 Penalty: 5485.872559
	Iteration 8F: 3 clusters Score -7773434 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51050 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -7775813.500000 Penalty: 5485.872559
	Iteration 9F: 3 clusters Score -7775814 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -7777934.500000 Penalty: 5485.872559
	Iteration 10Q: 3 clusters Score -7777934 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56662 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -7779858.000000 Penalty: 5485.872559
	Iteration 11Q: 3 clusters Score -7779858 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58820 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -7781322.000000 Penalty: 5485.872559
	Iteration 12Q: 3 clusters Score -7781322 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -7782378.500000 Penalty: 5485.872559
	Iteration 13Q: 3 clusters Score -7782378 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61444 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -7783058.000000 Penalty: 5485.872559
	Iteration 14Q: 3 clusters Score -7783058 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62104 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -7783505.000000 Penalty: 5485.872559
	Iteration 15Q: 3 clusters Score -7783505 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -7783823.500000 Penalty: 5485.872559
	Iteration 16Q: 3 clusters Score -7783824 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62724 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7783990.000000 Penalty: 5485.872559
	Iteration 17Q: 3 clusters Score -7783990 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62859 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7784100.500000 Penalty: 5485.872559
	Iteration 18Q: 3 clusters Score -7784100 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62943 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7784187.000000 Penalty: 5485.872559
	Iteration 19Q: 3 clusters Score -7784187 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7784251.500000 Penalty: 5485.872559
	Iteration 20F: 3 clusters Score -7784252 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63041 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7784298.500000 Penalty: 5485.872559
	Iteration 21Q: 3 clusters Score -7784298 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63062 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7784330.500000 Penalty: 5485.872559
	Iteration 22Q: 3 clusters Score -7784330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63088 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7784356.500000 Penalty: 5485.872559
	Iteration 23Q: 3 clusters Score -7784356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63103 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7784368.000000 Penalty: 5485.872559
	Iteration 24Q: 3 clusters Score -7784368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63112 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7784373.000000 Penalty: 5485.872559
	Iteration 25Q: 3 clusters Score -7784373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63122 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7784402.500000 Penalty: 5485.872559
	Iteration 26Q: 3 clusters Score -7784402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63129 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7784412.000000 Penalty: 5485.872559
	Iteration 27Q: 3 clusters Score -7784412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7784418.000000 Penalty: 5485.872559
	Iteration 28Q: 3 clusters Score -7784418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63139 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7784424.500000 Penalty: 5485.872559
	Iteration 29Q: 3 clusters Score -7784424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63143 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7784419.500000 Penalty: 5485.872559
	Iteration 30Q: 3 clusters Score -7784420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63146 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7784416.000000 Penalty: 5485.872559
	Iteration 31Q: 3 clusters Score -7784416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63148 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7784418.000000 Penalty: 5485.872559
	Iteration 32Q: 3 clusters Score -7784418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63148 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7784418.000000 Penalty: 5485.872559
	Iteration 33F: 3 clusters Score -7784418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (129145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129145 members 
Entering Unmasked Estep 
Score: -15777302.000000 Penalty: 2918.635498
	Iteration 0F: 2 clusters Score -1.57773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64381 members 
Mstep: Class 2 contains 64764 members 
Entering Unmasked Estep 
Score: -15691460.000000 Penalty: 5837.270996
	Iteration 0F: 3 clusters Score -1.569146e+07 nChanged 61275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 67569 members 
Entering Unmasked Estep 
Score: -15726535.000000 Penalty: 5837.270996
	Iteration 1F: 3 clusters Score -1.572654e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 69558 members 
Entering Unmasked Estep 
Score: -15727912.000000 Penalty: 5837.270996
	Iteration 2Q: 3 clusters Score -1.572791e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56333 members 
Mstep: Class 2 contains 72812 members 
Entering Unmasked Estep 
Score: -15729839.000000 Penalty: 5837.270996
	Iteration 3Q: 3 clusters Score -1.572984e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 77891 members 
Entering Unmasked Estep 
Score: -15732784.000000 Penalty: 5837.270996
	Iteration 4F: 3 clusters Score -1.573278e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 85027 members 
Entering Unmasked Estep 
Score: -15737808.000000 Penalty: 5837.270996
	Iteration 5F: 3 clusters Score -1.573781e+07 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 94279 members 
Entering Unmasked Estep 
Score: -15745275.000000 Penalty: 5837.270996
	Iteration 6F: 3 clusters Score -1.574528e+07 nChanged 10563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 104456 members 
Entering Unmasked Estep 
Score: -15753998.000000 Penalty: 5837.270996
	Iteration 7F: 3 clusters Score -1.5754e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 113469 members 
Entering Unmasked Estep 
Score: -15762133.000000 Penalty: 5837.270996
	Iteration 8F: 3 clusters Score -1.576213e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 120042 members 
Entering Unmasked Estep 
Score: -15767916.000000 Penalty: 5837.270996
	Iteration 9F: 3 clusters Score -1.576792e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 124131 members 
Entering Unmasked Estep 
Score: -15771188.000000 Penalty: 5837.270996
	Iteration 10Q: 3 clusters Score -1.577119e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 126414 members 
Entering Unmasked Estep 
Score: -15773072.000000 Penalty: 5837.270996
	Iteration 11Q: 3 clusters Score -1.577307e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 127584 members 
Entering Unmasked Estep 
Score: -15773969.000000 Penalty: 5837.270996
	Iteration 12Q: 3 clusters Score -1.577397e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 128099 members 
Entering Unmasked Estep 
Score: -15774380.000000 Penalty: 5837.270996
	Iteration 13Q: 3 clusters Score -1.577438e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 128322 members 
Entering Unmasked Estep 
Score: -15774583.000000 Penalty: 5837.270996
	Iteration 14Q: 3 clusters Score -1.577458e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 128440 members 
Entering Unmasked Estep 
Score: -15774676.000000 Penalty: 5837.270996
	Iteration 15Q: 3 clusters Score -1.577468e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 128496 members 
Entering Unmasked Estep 
Score: -15774742.000000 Penalty: 5837.270996
	Iteration 16Q: 3 clusters Score -1.577474e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 128529 members 
Entering Unmasked Estep 
Score: -15774783.000000 Penalty: 5837.270996
	Iteration 17Q: 3 clusters Score -1.577478e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 128551 members 
Entering Unmasked Estep 
Score: -15774800.000000 Penalty: 5837.270996
	Iteration 18Q: 3 clusters Score -1.57748e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 128569 members 
Entering Unmasked Estep 
Score: -15774843.000000 Penalty: 5837.270996
	Iteration 19Q: 3 clusters Score -1.577484e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 128585 members 
Entering Unmasked Estep 
Score: -15774861.000000 Penalty: 5837.270996
	Iteration 20F: 3 clusters Score -1.577486e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 128597 members 
Entering Unmasked Estep 
Score: -15774896.000000 Penalty: 5837.270996
	Iteration 21Q: 3 clusters Score -1.57749e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 128610 members 
Entering Unmasked Estep 
Score: -15774914.000000 Penalty: 5837.270996
	Iteration 22Q: 3 clusters Score -1.577491e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 128625 members 
Entering Unmasked Estep 
Score: -15774908.000000 Penalty: 5837.270996
	Iteration 23Q: 3 clusters Score -1.577491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 128627 members 
Entering Unmasked Estep 
Score: -15774912.000000 Penalty: 5837.270996
	Iteration 24Q: 3 clusters Score -1.577491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 128630 members 
Entering Unmasked Estep 
Score: -15774928.000000 Penalty: 5837.270996
	Iteration 25Q: 3 clusters Score -1.577493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 128629 members 
Entering Unmasked Estep 
Score: -15774929.000000 Penalty: 5837.270996
	Iteration 26Q: 3 clusters Score -1.577493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 128626 members 
Entering Unmasked Estep 
Score: -15774929.000000 Penalty: 5837.270996
	Iteration 27Q: 3 clusters Score -1.577493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 128625 members 
Entering Unmasked Estep 
Score: -15774926.000000 Penalty: 5837.270996
	Iteration 28Q: 3 clusters Score -1.577493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 128625 members 
Entering Unmasked Estep 
Score: -15774926.000000 Penalty: 5837.270996
	Iteration 29F: 3 clusters Score -1.577493e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Entering Unmasked Estep 
Score: -744588.687500 Penalty: 2171.813232
	Iteration 0F: 2 clusters Score -744588.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -739286.125000 Penalty: 4343.626465
	Iteration 0F: 3 clusters Score -739286.1 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -740646.875000 Penalty: 4343.626465
	Iteration 1F: 3 clusters Score -740646.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -740891.187500 Penalty: 4343.626465
	Iteration 2F: 3 clusters Score -740891.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -741043.812500 Penalty: 4343.626465
	Iteration 3Q: 3 clusters Score -741043.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -741179.250000 Penalty: 4343.626465
	Iteration 4Q: 3 clusters Score -741179.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -741290.937500 Penalty: 4343.626465
	Iteration 5Q: 3 clusters Score -741290.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -741386.625000 Penalty: 4343.626465
	Iteration 6Q: 3 clusters Score -741386.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -741478.750000 Penalty: 4343.626465
	Iteration 7Q: 3 clusters Score -741478.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -741558.750000 Penalty: 4343.626465
	Iteration 8Q: 3 clusters Score -741558.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -741633.562500 Penalty: 4343.626465
	Iteration 9Q: 3 clusters Score -741633.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -741726.125000 Penalty: 4343.626465
	Iteration 10Q: 3 clusters Score -741726.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -741833.687500 Penalty: 4343.626465
	Iteration 11Q: 3 clusters Score -741833.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -741948.812500 Penalty: 4343.626465
	Iteration 12Q: 3 clusters Score -741948.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -742049.937500 Penalty: 4343.626465
	Iteration 13Q: 3 clusters Score -742049.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -742143.375000 Penalty: 4343.626465
	Iteration 14Q: 3 clusters Score -742143.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -742238.937500 Penalty: 4343.626465
	Iteration 15Q: 3 clusters Score -742238.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -742319.937500 Penalty: 4343.626465
	Iteration 16Q: 3 clusters Score -742319.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -742421.000000 Penalty: 4343.626465
	Iteration 17Q: 3 clusters Score -742421 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -742504.562500 Penalty: 4343.626465
	Iteration 18Q: 3 clusters Score -742504.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -742571.687500 Penalty: 4343.626465
	Iteration 19Q: 3 clusters Score -742571.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -742631.312500 Penalty: 4343.626465
	Iteration 20F: 3 clusters Score -742631.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -742700.000000 Penalty: 4343.626465
	Iteration 21Q: 3 clusters Score -742700 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -742769.687500 Penalty: 4343.626465
	Iteration 22Q: 3 clusters Score -742769.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -742886.812500 Penalty: 4343.626465
	Iteration 23Q: 3 clusters Score -742886.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -743056.875000 Penalty: 4343.626465
	Iteration 24Q: 3 clusters Score -743056.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -743180.625000 Penalty: 4343.626465
	Iteration 25Q: 3 clusters Score -743180.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -743273.312500 Penalty: 4343.626465
	Iteration 26Q: 3 clusters Score -743273.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -743326.187500 Penalty: 4343.626465
	Iteration 27Q: 3 clusters Score -743326.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -743355.187500 Penalty: 4343.626465
	Iteration 28Q: 3 clusters Score -743355.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -743375.875000 Penalty: 4343.626465
	Iteration 29Q: 3 clusters Score -743375.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -743390.875000 Penalty: 4343.626465
	Iteration 30Q: 3 clusters Score -743390.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -743404.500000 Penalty: 4343.626465
	Iteration 31Q: 3 clusters Score -743404.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -743415.437500 Penalty: 4343.626465
	Iteration 32Q: 3 clusters Score -743415.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -743427.687500 Penalty: 4343.626465
	Iteration 33Q: 3 clusters Score -743427.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -743433.312500 Penalty: 4343.626465
	Iteration 34Q: 3 clusters Score -743433.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -743438.375000 Penalty: 4343.626465
	Iteration 35Q: 3 clusters Score -743438.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -743444.250000 Penalty: 4343.626465
	Iteration 36Q: 3 clusters Score -743444.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -743447.625000 Penalty: 4343.626465
	Iteration 37Q: 3 clusters Score -743447.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -743447.625000 Penalty: 4343.626465
	Iteration 38F: 3 clusters Score -743447.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68502 members 
Entering Unmasked Estep 
Score: -8398354.000000 Penalty: 2761.385254
	Iteration 0F: 2 clusters Score -8398354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -8352733.000000 Penalty: 5522.770508
	Iteration 0F: 3 clusters Score -8352733 nChanged 31760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -8370641.500000 Penalty: 5522.770508
	Iteration 1F: 3 clusters Score -8370642 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -8371748.000000 Penalty: 5522.770508
	Iteration 2Q: 3 clusters Score -8371748 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -8373310.000000 Penalty: 5522.770508
	Iteration 3Q: 3 clusters Score -8373310 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -8375938.000000 Penalty: 5522.770508
	Iteration 4F: 3 clusters Score -8375938 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -8379882.000000 Penalty: 5522.770508
	Iteration 5F: 3 clusters Score -8379882 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 56495 members 
Entering Unmasked Estep 
Score: -8384899.000000 Penalty: 5522.770508
	Iteration 6F: 3 clusters Score -8384899 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -8389828.000000 Penalty: 5522.770508
	Iteration 7F: 3 clusters Score -8389828 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 65199 members 
Entering Unmasked Estep 
Score: -8393082.000000 Penalty: 5522.770508
	Iteration 8F: 3 clusters Score -8393082 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 67020 members 
Entering Unmasked Estep 
Score: -8394742.000000 Penalty: 5522.770508
	Iteration 9Q: 3 clusters Score -8394742 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 67752 members 
Entering Unmasked Estep 
Score: -8395402.000000 Penalty: 5522.770508
	Iteration 10Q: 3 clusters Score -8395402 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 68004 members 
Entering Unmasked Estep 
Score: -8395659.000000 Penalty: 5522.770508
	Iteration 11Q: 3 clusters Score -8395659 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 68109 members 
Entering Unmasked Estep 
Score: -8395805.000000 Penalty: 5522.770508
	Iteration 12Q: 3 clusters Score -8395805 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 68141 members 
Entering Unmasked Estep 
Score: -8395862.000000 Penalty: 5522.770508
	Iteration 13Q: 3 clusters Score -8395862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 68160 members 
Entering Unmasked Estep 
Score: -8395900.000000 Penalty: 5522.770508
	Iteration 14Q: 3 clusters Score -8395900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 68170 members 
Entering Unmasked Estep 
Score: -8395935.000000 Penalty: 5522.770508
	Iteration 15Q: 3 clusters Score -8395935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 68180 members 
Entering Unmasked Estep 
Score: -8395950.000000 Penalty: 5522.770508
	Iteration 16Q: 3 clusters Score -8395950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 68187 members 
Entering Unmasked Estep 
Score: -8395965.000000 Penalty: 5522.770508
	Iteration 17Q: 3 clusters Score -8395965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 68191 members 
Entering Unmasked Estep 
Score: -8395972.000000 Penalty: 5522.770508
	Iteration 18Q: 3 clusters Score -8395972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 68196 members 
Entering Unmasked Estep 
Score: -8395980.000000 Penalty: 5522.770508
	Iteration 19Q: 3 clusters Score -8395980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 68202 members 
Entering Unmasked Estep 
Score: -8395985.000000 Penalty: 5522.770508
	Iteration 20F: 3 clusters Score -8395985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 68202 members 
Entering Unmasked Estep 
Score: -8395985.000000 Penalty: 5522.770508
	Iteration 21Q: 3 clusters Score -8395985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 68202 members 
Entering Unmasked Estep 
Score: -8395985.000000 Penalty: 5522.770508
	Iteration 22F: 3 clusters Score -8395985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Entering Unmasked Estep 
Score: -2264217.000000 Penalty: 2438.347412
	Iteration 0F: 2 clusters Score -2264217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2250924.750000 Penalty: 4876.694824
	Iteration 0F: 3 clusters Score -2250925 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2255590.750000 Penalty: 4876.694824
	Iteration 1F: 3 clusters Score -2255591 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2256338.750000 Penalty: 4876.694824
	Iteration 2F: 3 clusters Score -2256339 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2257095.250000 Penalty: 4876.694824
	Iteration 3F: 3 clusters Score -2257095 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2257906.250000 Penalty: 4876.694824
	Iteration 4F: 3 clusters Score -2257906 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2258823.500000 Penalty: 4876.694824
	Iteration 5F: 3 clusters Score -2258824 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2259696.000000 Penalty: 4876.694824
	Iteration 6F: 3 clusters Score -2259696 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2260448.000000 Penalty: 4876.694824
	Iteration 7F: 3 clusters Score -2260448 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2261036.250000 Penalty: 4876.694824
	Iteration 8Q: 3 clusters Score -2261036 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -2261431.000000 Penalty: 4876.694824
	Iteration 9Q: 3 clusters Score -2261431 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2261697.750000 Penalty: 4876.694824
	Iteration 10Q: 3 clusters Score -2261698 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2261885.750000 Penalty: 4876.694824
	Iteration 11Q: 3 clusters Score -2261886 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2262013.750000 Penalty: 4876.694824
	Iteration 12Q: 3 clusters Score -2262014 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2262116.000000 Penalty: 4876.694824
	Iteration 13Q: 3 clusters Score -2262116 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2262185.500000 Penalty: 4876.694824
	Iteration 14Q: 3 clusters Score -2262186 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2262242.250000 Penalty: 4876.694824
	Iteration 15Q: 3 clusters Score -2262242 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2262287.750000 Penalty: 4876.694824
	Iteration 16Q: 3 clusters Score -2262288 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2262322.250000 Penalty: 4876.694824
	Iteration 17Q: 3 clusters Score -2262322 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2262361.000000 Penalty: 4876.694824
	Iteration 18Q: 3 clusters Score -2262361 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2262399.250000 Penalty: 4876.694824
	Iteration 19Q: 3 clusters Score -2262399 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2262438.000000 Penalty: 4876.694824
	Iteration 20F: 3 clusters Score -2262438 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2262470.250000 Penalty: 4876.694824
	Iteration 21Q: 3 clusters Score -2262470 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2262498.250000 Penalty: 4876.694824
	Iteration 22Q: 3 clusters Score -2262498 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2262537.000000 Penalty: 4876.694824
	Iteration 23Q: 3 clusters Score -2262537 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2262563.000000 Penalty: 4876.694824
	Iteration 24Q: 3 clusters Score -2262563 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2262601.000000 Penalty: 4876.694824
	Iteration 25Q: 3 clusters Score -2262601 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2262627.500000 Penalty: 4876.694824
	Iteration 26Q: 3 clusters Score -2262628 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2262668.250000 Penalty: 4876.694824
	Iteration 27Q: 3 clusters Score -2262668 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2262703.000000 Penalty: 4876.694824
	Iteration 28Q: 3 clusters Score -2262703 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2262733.250000 Penalty: 4876.694824
	Iteration 29Q: 3 clusters Score -2262733 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2262780.250000 Penalty: 4876.694824
	Iteration 30Q: 3 clusters Score -2262780 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2262821.500000 Penalty: 4876.694824
	Iteration 31Q: 3 clusters Score -2262822 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2262866.000000 Penalty: 4876.694824
	Iteration 32Q: 3 clusters Score -2262866 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2262913.250000 Penalty: 4876.694824
	Iteration 33Q: 3 clusters Score -2262913 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2262945.250000 Penalty: 4876.694824
	Iteration 34Q: 3 clusters Score -2262945 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2262969.250000 Penalty: 4876.694824
	Iteration 35Q: 3 clusters Score -2262969 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2262987.750000 Penalty: 4876.694824
	Iteration 36Q: 3 clusters Score -2262988 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2262987.750000 Penalty: 4876.694824
	Iteration 37Q: 3 clusters Score -2262988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2262997.000000 Penalty: 4876.694824
	Iteration 38Q: 3 clusters Score -2262997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2263000.250000 Penalty: 4876.694824
	Iteration 39Q: 3 clusters Score -2263000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2263005.250000 Penalty: 4876.694824
	Iteration 40F: 3 clusters Score -2263005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2263012.500000 Penalty: 4876.694824
	Iteration 41Q: 3 clusters Score -2263012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2263021.250000 Penalty: 4876.694824
	Iteration 42Q: 3 clusters Score -2263021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2263021.500000 Penalty: 4876.694824
	Iteration 43Q: 3 clusters Score -2263022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2263028.000000 Penalty: 4876.694824
	Iteration 44Q: 3 clusters Score -2263028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2263035.750000 Penalty: 4876.694824
	Iteration 45Q: 3 clusters Score -2263036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2263038.750000 Penalty: 4876.694824
	Iteration 46Q: 3 clusters Score -2263039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2263041.750000 Penalty: 4876.694824
	Iteration 47Q: 3 clusters Score -2263042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2263044.250000 Penalty: 4876.694824
	Iteration 48Q: 3 clusters Score -2263044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2263044.500000 Penalty: 4876.694824
	Iteration 49Q: 3 clusters Score -2263044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2263043.000000 Penalty: 4876.694824
	Iteration 50Q: 3 clusters Score -2263043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2263044.750000 Penalty: 4876.694824
	Iteration 51Q: 3 clusters Score -2263045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2263044.250000 Penalty: 4876.694824
	Iteration 52Q: 3 clusters Score -2263044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2263048.250000 Penalty: 4876.694824
	Iteration 53Q: 3 clusters Score -2263048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2263048.250000 Penalty: 4876.694824
	Iteration 54F: 3 clusters Score -2263048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -13939.371094 Penalty: 1212.806519
	Iteration 0F: 2 clusters Score -13939.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13004.487305 Penalty: 2425.613037
	Iteration 0F: 3 clusters Score -13004.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13029.290039 Penalty: 2425.613037
	Iteration 1Q: 3 clusters Score -13029.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13029.290039 Penalty: 2425.613037
	Iteration 2F: 3 clusters Score -13029.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Entering Unmasked Estep 
Score: -883311.687500 Penalty: 2206.998047
	Iteration 0F: 2 clusters Score -883311.7 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 3595 members 
Entering Unmasked Estep 
Score: -877277.500000 Penalty: 4413.996094
	Iteration 0F: 3 clusters Score -877277.5 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -878979.562500 Penalty: 4413.996094
	Iteration 1F: 3 clusters Score -878979.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -879259.375000 Penalty: 4413.996094
	Iteration 2F: 3 clusters Score -879259.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -879475.562500 Penalty: 4413.996094
	Iteration 3F: 3 clusters Score -879475.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -879651.687500 Penalty: 4413.996094
	Iteration 4Q: 3 clusters Score -879651.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -879798.937500 Penalty: 4413.996094
	Iteration 5Q: 3 clusters Score -879798.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -879933.437500 Penalty: 4413.996094
	Iteration 6Q: 3 clusters Score -879933.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -880059.750000 Penalty: 4413.996094
	Iteration 7Q: 3 clusters Score -880059.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -880165.500000 Penalty: 4413.996094
	Iteration 8Q: 3 clusters Score -880165.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -880290.437500 Penalty: 4413.996094
	Iteration 9Q: 3 clusters Score -880290.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -880416.437500 Penalty: 4413.996094
	Iteration 10Q: 3 clusters Score -880416.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -880526.625000 Penalty: 4413.996094
	Iteration 11Q: 3 clusters Score -880526.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -880615.250000 Penalty: 4413.996094
	Iteration 12Q: 3 clusters Score -880615.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -880695.125000 Penalty: 4413.996094
	Iteration 13Q: 3 clusters Score -880695.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -880776.375000 Penalty: 4413.996094
	Iteration 14Q: 3 clusters Score -880776.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -880846.687500 Penalty: 4413.996094
	Iteration 15Q: 3 clusters Score -880846.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -880912.250000 Penalty: 4413.996094
	Iteration 16Q: 3 clusters Score -880912.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -880962.187500 Penalty: 4413.996094
	Iteration 17Q: 3 clusters Score -880962.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -881005.875000 Penalty: 4413.996094
	Iteration 18Q: 3 clusters Score -881005.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -881044.125000 Penalty: 4413.996094
	Iteration 19Q: 3 clusters Score -881044.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -881079.375000 Penalty: 4413.996094
	Iteration 20F: 3 clusters Score -881079.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -881103.687500 Penalty: 4413.996094
	Iteration 21Q: 3 clusters Score -881103.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -881124.250000 Penalty: 4413.996094
	Iteration 22Q: 3 clusters Score -881124.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -881141.625000 Penalty: 4413.996094
	Iteration 23Q: 3 clusters Score -881141.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -881152.187500 Penalty: 4413.996094
	Iteration 24Q: 3 clusters Score -881152.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -881163.000000 Penalty: 4413.996094
	Iteration 25Q: 3 clusters Score -881163 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -881175.000000 Penalty: 4413.996094
	Iteration 26Q: 3 clusters Score -881175 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -881188.875000 Penalty: 4413.996094
	Iteration 27Q: 3 clusters Score -881188.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -881200.812500 Penalty: 4413.996094
	Iteration 28Q: 3 clusters Score -881200.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -881210.062500 Penalty: 4413.996094
	Iteration 29Q: 3 clusters Score -881210.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -881222.250000 Penalty: 4413.996094
	Iteration 30Q: 3 clusters Score -881222.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -881232.312500 Penalty: 4413.996094
	Iteration 31Q: 3 clusters Score -881232.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -881237.500000 Penalty: 4413.996094
	Iteration 32Q: 3 clusters Score -881237.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -881242.687500 Penalty: 4413.996094
	Iteration 33Q: 3 clusters Score -881242.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -881244.437500 Penalty: 4413.996094
	Iteration 34Q: 3 clusters Score -881244.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -881248.062500 Penalty: 4413.996094
	Iteration 35Q: 3 clusters Score -881248.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -881249.000000 Penalty: 4413.996094
	Iteration 36Q: 3 clusters Score -881249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -881250.625000 Penalty: 4413.996094
	Iteration 37Q: 3 clusters Score -881250.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -881251.625000 Penalty: 4413.996094
	Iteration 38Q: 3 clusters Score -881251.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -881253.187500 Penalty: 4413.996094
	Iteration 39Q: 3 clusters Score -881253.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -881253.187500 Penalty: 4413.996094
	Iteration 40F: 3 clusters Score -881253.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Entering Unmasked Estep 
Score: -3886378.000000 Penalty: 2568.129150
	Iteration 0F: 2 clusters Score -3886378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -3864967.500000 Penalty: 5136.258301
	Iteration 0F: 3 clusters Score -3864968 nChanged 14165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -3872602.000000 Penalty: 5136.258301
	Iteration 1F: 3 clusters Score -3872602 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -3873059.750000 Penalty: 5136.258301
	Iteration 2Q: 3 clusters Score -3873060 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -3873500.750000 Penalty: 5136.258301
	Iteration 3Q: 3 clusters Score -3873501 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -3873947.750000 Penalty: 5136.258301
	Iteration 4Q: 3 clusters Score -3873948 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -3874465.000000 Penalty: 5136.258301
	Iteration 5Q: 3 clusters Score -3874465 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -3875155.250000 Penalty: 5136.258301
	Iteration 6Q: 3 clusters Score -3875155 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -3876181.250000 Penalty: 5136.258301
	Iteration 7F: 3 clusters Score -3876181 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -3877566.750000 Penalty: 5136.258301
	Iteration 8F: 3 clusters Score -3877567 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -3879136.250000 Penalty: 5136.258301
	Iteration 9F: 3 clusters Score -3879136 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -3880700.500000 Penalty: 5136.258301
	Iteration 10F: 3 clusters Score -3880700 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -3882055.750000 Penalty: 5136.258301
	Iteration 11Q: 3 clusters Score -3882056 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -3883082.500000 Penalty: 5136.258301
	Iteration 12Q: 3 clusters Score -3883082 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -3883767.250000 Penalty: 5136.258301
	Iteration 13Q: 3 clusters Score -3883767 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -3884110.000000 Penalty: 5136.258301
	Iteration 14Q: 3 clusters Score -3884110 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -3884300.500000 Penalty: 5136.258301
	Iteration 15Q: 3 clusters Score -3884300 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -3884383.500000 Penalty: 5136.258301
	Iteration 16Q: 3 clusters Score -3884384 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -3884437.000000 Penalty: 5136.258301
	Iteration 17Q: 3 clusters Score -3884437 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3884453.750000 Penalty: 5136.258301
	Iteration 18Q: 3 clusters Score -3884454 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -3884476.000000 Penalty: 5136.258301
	Iteration 19Q: 3 clusters Score -3884476 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -3884499.500000 Penalty: 5136.258301
	Iteration 20F: 3 clusters Score -3884500 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -3884513.750000 Penalty: 5136.258301
	Iteration 21Q: 3 clusters Score -3884514 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3884527.000000 Penalty: 5136.258301
	Iteration 22Q: 3 clusters Score -3884527 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3884548.500000 Penalty: 5136.258301
	Iteration 23Q: 3 clusters Score -3884548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3884550.750000 Penalty: 5136.258301
	Iteration 24Q: 3 clusters Score -3884551 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3884561.500000 Penalty: 5136.258301
	Iteration 25Q: 3 clusters Score -3884562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -3884576.500000 Penalty: 5136.258301
	Iteration 26Q: 3 clusters Score -3884576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -3884581.000000 Penalty: 5136.258301
	Iteration 27Q: 3 clusters Score -3884581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -3884581.500000 Penalty: 5136.258301
	Iteration 28Q: 3 clusters Score -3884582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -3884575.500000 Penalty: 5136.258301
	Iteration 29Q: 3 clusters Score -3884576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -3884581.750000 Penalty: 5136.258301
	Iteration 30Q: 3 clusters Score -3884582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3884591.750000 Penalty: 5136.258301
	Iteration 31Q: 3 clusters Score -3884592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -3884590.000000 Penalty: 5136.258301
	Iteration 32Q: 3 clusters Score -3884590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -3884589.500000 Penalty: 5136.258301
	Iteration 33Q: 3 clusters Score -3884590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -3884584.500000 Penalty: 5136.258301
	Iteration 34Q: 3 clusters Score -3884584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -3884585.250000 Penalty: 5136.258301
	Iteration 35Q: 3 clusters Score -3884585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -3884594.750000 Penalty: 5136.258301
	Iteration 36Q: 3 clusters Score -3884595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -3884599.000000 Penalty: 5136.258301
	Iteration 37Q: 3 clusters Score -3884599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3884604.250000 Penalty: 5136.258301
	Iteration 38Q: 3 clusters Score -3884604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -3884614.250000 Penalty: 5136.258301
	Iteration 39Q: 3 clusters Score -3884614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -3884611.750000 Penalty: 5136.258301
	Iteration 40F: 3 clusters Score -3884612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -3884610.750000 Penalty: 5136.258301
	Iteration 41Q: 3 clusters Score -3884611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -3884621.500000 Penalty: 5136.258301
	Iteration 42Q: 3 clusters Score -3884622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -3884616.750000 Penalty: 5136.258301
	Iteration 43Q: 3 clusters Score -3884617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3884624.750000 Penalty: 5136.258301
	Iteration 44Q: 3 clusters Score -3884625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -3884627.250000 Penalty: 5136.258301
	Iteration 45Q: 3 clusters Score -3884627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3884625.750000 Penalty: 5136.258301
	Iteration 46Q: 3 clusters Score -3884626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -3884628.000000 Penalty: 5136.258301
	Iteration 47Q: 3 clusters Score -3884628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3884626.500000 Penalty: 5136.258301
	Iteration 48Q: 3 clusters Score -3884626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -3884628.250000 Penalty: 5136.258301
	Iteration 49Q: 3 clusters Score -3884628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -3884630.250000 Penalty: 5136.258301
	Iteration 50Q: 3 clusters Score -3884630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -3884633.500000 Penalty: 5136.258301
	Iteration 51Q: 3 clusters Score -3884634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -3884631.250000 Penalty: 5136.258301
	Iteration 52Q: 3 clusters Score -3884631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -3884631.250000 Penalty: 5136.258301
	Iteration 53Q: 3 clusters Score -3884631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3884631.500000 Penalty: 5136.258301
	Iteration 54Q: 3 clusters Score -3884632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3884631.500000 Penalty: 5136.258301
	Iteration 55Q: 3 clusters Score -3884632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3884631.500000 Penalty: 5136.258301
	Iteration 56F: 3 clusters Score -3884632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (56370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Entering Unmasked Estep 
Score: -6747001.500000 Penalty: 2713.043701
	Iteration 0F: 2 clusters Score -6747002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -6709130.000000 Penalty: 5426.087402
	Iteration 0F: 3 clusters Score -6709130 nChanged 26128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -6723654.500000 Penalty: 5426.087402
	Iteration 1F: 3 clusters Score -6723654 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -6724341.000000 Penalty: 5426.087402
	Iteration 2Q: 3 clusters Score -6724341 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -6725036.500000 Penalty: 5426.087402
	Iteration 3Q: 3 clusters Score -6725036 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -6725673.000000 Penalty: 5426.087402
	Iteration 4Q: 3 clusters Score -6725673 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -6726462.500000 Penalty: 5426.087402
	Iteration 5Q: 3 clusters Score -6726462 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -6727456.000000 Penalty: 5426.087402
	Iteration 6Q: 3 clusters Score -6727456 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -6728935.500000 Penalty: 5426.087402
	Iteration 7F: 3 clusters Score -6728936 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -6731254.000000 Penalty: 5426.087402
	Iteration 8F: 3 clusters Score -6731254 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -6734154.500000 Penalty: 5426.087402
	Iteration 9F: 3 clusters Score -6734154 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -6737294.000000 Penalty: 5426.087402
	Iteration 10F: 3 clusters Score -6737294 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 51172 members 
Entering Unmasked Estep 
Score: -6740202.000000 Penalty: 5426.087402
	Iteration 11F: 3 clusters Score -6740202 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -6742325.000000 Penalty: 5426.087402
	Iteration 12Q: 3 clusters Score -6742325 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 54902 members 
Entering Unmasked Estep 
Score: -6743533.500000 Penalty: 5426.087402
	Iteration 13Q: 3 clusters Score -6743534 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -6744142.500000 Penalty: 5426.087402
	Iteration 14Q: 3 clusters Score -6744142 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 55835 members 
Entering Unmasked Estep 
Score: -6744432.000000 Penalty: 5426.087402
	Iteration 15Q: 3 clusters Score -6744432 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 55951 members 
Entering Unmasked Estep 
Score: -6744550.000000 Penalty: 5426.087402
	Iteration 16Q: 3 clusters Score -6744550 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 55996 members 
Entering Unmasked Estep 
Score: -6744618.500000 Penalty: 5426.087402
	Iteration 17Q: 3 clusters Score -6744618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -6744639.500000 Penalty: 5426.087402
	Iteration 18Q: 3 clusters Score -6744640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 56030 members 
Entering Unmasked Estep 
Score: -6744666.000000 Penalty: 5426.087402
	Iteration 19Q: 3 clusters Score -6744666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -6744680.500000 Penalty: 5426.087402
	Iteration 20F: 3 clusters Score -6744680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 56050 members 
Entering Unmasked Estep 
Score: -6744694.500000 Penalty: 5426.087402
	Iteration 21Q: 3 clusters Score -6744694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 56051 members 
Entering Unmasked Estep 
Score: -6744696.500000 Penalty: 5426.087402
	Iteration 22Q: 3 clusters Score -6744696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
Score: -6744697.500000 Penalty: 5426.087402
	Iteration 23Q: 3 clusters Score -6744698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 56054 members 
Entering Unmasked Estep 
Score: -6744697.500000 Penalty: 5426.087402
	Iteration 24Q: 3 clusters Score -6744698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 56055 members 
Entering Unmasked Estep 
Score: -6744700.000000 Penalty: 5426.087402
	Iteration 25Q: 3 clusters Score -6744700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -6744698.500000 Penalty: 5426.087402
	Iteration 26Q: 3 clusters Score -6744698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -6744698.500000 Penalty: 5426.087402
	Iteration 27F: 3 clusters Score -6744698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -15411.623047 Penalty: 1273.677979
	Iteration 0F: 2 clusters Score -15411.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14400.322266 Penalty: 2547.355957
	Iteration 0F: 3 clusters Score -14400.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14504.367188 Penalty: 2547.355957
	Iteration 1F: 3 clusters Score -14504.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14583.087891 Penalty: 2547.355957
	Iteration 2Q: 3 clusters Score -14583.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14598.791992 Penalty: 2547.355957
	Iteration 3Q: 3 clusters Score -14598.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14626.145508 Penalty: 2547.355957
	Iteration 4Q: 3 clusters Score -14626.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14645.030273 Penalty: 2547.355957
	Iteration 5Q: 3 clusters Score -14645.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14645.030273 Penalty: 2547.355957
	Iteration 6F: 3 clusters Score -14645.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Entering Unmasked Estep 
Score: -1372867.250000 Penalty: 2309.754883
	Iteration 0F: 2 clusters Score -1372867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1364488.375000 Penalty: 4619.509766
	Iteration 0F: 3 clusters Score -1364488 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1366998.125000 Penalty: 4619.509766
	Iteration 1F: 3 clusters Score -1366998 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1367385.750000 Penalty: 4619.509766
	Iteration 2F: 3 clusters Score -1367386 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1367701.875000 Penalty: 4619.509766
	Iteration 3F: 3 clusters Score -1367702 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1367976.250000 Penalty: 4619.509766
	Iteration 4Q: 3 clusters Score -1367976 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1368255.125000 Penalty: 4619.509766
	Iteration 5Q: 3 clusters Score -1368255 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1368544.500000 Penalty: 4619.509766
	Iteration 6Q: 3 clusters Score -1368544 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1368791.875000 Penalty: 4619.509766
	Iteration 7Q: 3 clusters Score -1368792 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1369024.125000 Penalty: 4619.509766
	Iteration 8Q: 3 clusters Score -1369024 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1369228.000000 Penalty: 4619.509766
	Iteration 9Q: 3 clusters Score -1369228 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1369427.125000 Penalty: 4619.509766
	Iteration 10Q: 3 clusters Score -1369427 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1369579.250000 Penalty: 4619.509766
	Iteration 11Q: 3 clusters Score -1369579 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1369726.250000 Penalty: 4619.509766
	Iteration 12Q: 3 clusters Score -1369726 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1369838.875000 Penalty: 4619.509766
	Iteration 13Q: 3 clusters Score -1369839 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1369924.250000 Penalty: 4619.509766
	Iteration 14Q: 3 clusters Score -1369924 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1369983.125000 Penalty: 4619.509766
	Iteration 15Q: 3 clusters Score -1369983 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1370018.625000 Penalty: 4619.509766
	Iteration 16Q: 3 clusters Score -1370019 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1370048.625000 Penalty: 4619.509766
	Iteration 17Q: 3 clusters Score -1370049 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1370070.375000 Penalty: 4619.509766
	Iteration 18Q: 3 clusters Score -1370070 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1370088.000000 Penalty: 4619.509766
	Iteration 19Q: 3 clusters Score -1370088 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1370098.750000 Penalty: 4619.509766
	Iteration 20F: 3 clusters Score -1370099 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1370109.125000 Penalty: 4619.509766
	Iteration 21Q: 3 clusters Score -1370109 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1370112.500000 Penalty: 4619.509766
	Iteration 22Q: 3 clusters Score -1370112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1370124.000000 Penalty: 4619.509766
	Iteration 23Q: 3 clusters Score -1370124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1370133.125000 Penalty: 4619.509766
	Iteration 24Q: 3 clusters Score -1370133 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1370136.000000 Penalty: 4619.509766
	Iteration 25Q: 3 clusters Score -1370136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1370140.750000 Penalty: 4619.509766
	Iteration 26Q: 3 clusters Score -1370141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1370144.125000 Penalty: 4619.509766
	Iteration 27Q: 3 clusters Score -1370144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1370146.125000 Penalty: 4619.509766
	Iteration 28Q: 3 clusters Score -1370146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1370145.125000 Penalty: 4619.509766
	Iteration 29Q: 3 clusters Score -1370145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1370151.375000 Penalty: 4619.509766
	Iteration 30Q: 3 clusters Score -1370151 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1370156.750000 Penalty: 4619.509766
	Iteration 31Q: 3 clusters Score -1370157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1370157.625000 Penalty: 4619.509766
	Iteration 32Q: 3 clusters Score -1370158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1370155.375000 Penalty: 4619.509766
	Iteration 33Q: 3 clusters Score -1370155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1370155.250000 Penalty: 4619.509766
	Iteration 34Q: 3 clusters Score -1370155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1370158.375000 Penalty: 4619.509766
	Iteration 35Q: 3 clusters Score -1370158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1370160.500000 Penalty: 4619.509766
	Iteration 36Q: 3 clusters Score -1370160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1370163.625000 Penalty: 4619.509766
	Iteration 37Q: 3 clusters Score -1370164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1370161.375000 Penalty: 4619.509766
	Iteration 38Q: 3 clusters Score -1370161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1370165.125000 Penalty: 4619.509766
	Iteration 39Q: 3 clusters Score -1370165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1370163.875000 Penalty: 4619.509766
	Iteration 40F: 3 clusters Score -1370164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1370163.125000 Penalty: 4619.509766
	Iteration 41Q: 3 clusters Score -1370163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1370165.375000 Penalty: 4619.509766
	Iteration 42Q: 3 clusters Score -1370165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1370165.750000 Penalty: 4619.509766
	Iteration 43Q: 3 clusters Score -1370166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1370167.875000 Penalty: 4619.509766
	Iteration 44Q: 3 clusters Score -1370168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1370167.875000 Penalty: 4619.509766
	Iteration 45F: 3 clusters Score -1370168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Entering Unmasked Estep 
Score: -1102282.500000 Penalty: 2270.920898
	Iteration 0F: 2 clusters Score -1102282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1095003.625000 Penalty: 4541.841797
	Iteration 0F: 3 clusters Score -1095004 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1097115.750000 Penalty: 4541.841797
	Iteration 1F: 3 clusters Score -1097116 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1097442.875000 Penalty: 4541.841797
	Iteration 2F: 3 clusters Score -1097443 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1097702.875000 Penalty: 4541.841797
	Iteration 3F: 3 clusters Score -1097703 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1097906.500000 Penalty: 4541.841797
	Iteration 4Q: 3 clusters Score -1097906 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1098093.000000 Penalty: 4541.841797
	Iteration 5Q: 3 clusters Score -1098093 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1098263.625000 Penalty: 4541.841797
	Iteration 6Q: 3 clusters Score -1098264 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1098434.750000 Penalty: 4541.841797
	Iteration 7Q: 3 clusters Score -1098435 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1098615.375000 Penalty: 4541.841797
	Iteration 8Q: 3 clusters Score -1098615 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1098801.375000 Penalty: 4541.841797
	Iteration 9Q: 3 clusters Score -1098801 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1098987.750000 Penalty: 4541.841797
	Iteration 10Q: 3 clusters Score -1098988 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1099143.250000 Penalty: 4541.841797
	Iteration 11Q: 3 clusters Score -1099143 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1099284.250000 Penalty: 4541.841797
	Iteration 12Q: 3 clusters Score -1099284 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1099432.000000 Penalty: 4541.841797
	Iteration 13Q: 3 clusters Score -1099432 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1099602.875000 Penalty: 4541.841797
	Iteration 14Q: 3 clusters Score -1099603 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1099727.500000 Penalty: 4541.841797
	Iteration 15Q: 3 clusters Score -1099728 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1099855.000000 Penalty: 4541.841797
	Iteration 16Q: 3 clusters Score -1099855 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1099975.125000 Penalty: 4541.841797
	Iteration 17Q: 3 clusters Score -1099975 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1100076.125000 Penalty: 4541.841797
	Iteration 18Q: 3 clusters Score -1100076 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1100147.750000 Penalty: 4541.841797
	Iteration 19Q: 3 clusters Score -1100148 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1100198.125000 Penalty: 4541.841797
	Iteration 20F: 3 clusters Score -1100198 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1100243.250000 Penalty: 4541.841797
	Iteration 21Q: 3 clusters Score -1100243 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1100272.875000 Penalty: 4541.841797
	Iteration 22Q: 3 clusters Score -1100273 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1100294.875000 Penalty: 4541.841797
	Iteration 23Q: 3 clusters Score -1100295 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1100310.500000 Penalty: 4541.841797
	Iteration 24Q: 3 clusters Score -1100310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1100323.250000 Penalty: 4541.841797
	Iteration 25Q: 3 clusters Score -1100323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1100335.750000 Penalty: 4541.841797
	Iteration 26Q: 3 clusters Score -1100336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1100343.250000 Penalty: 4541.841797
	Iteration 27Q: 3 clusters Score -1100343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1100355.625000 Penalty: 4541.841797
	Iteration 28Q: 3 clusters Score -1100356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1100365.875000 Penalty: 4541.841797
	Iteration 29Q: 3 clusters Score -1100366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1100373.000000 Penalty: 4541.841797
	Iteration 30Q: 3 clusters Score -1100373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1100378.125000 Penalty: 4541.841797
	Iteration 31Q: 3 clusters Score -1100378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1100382.250000 Penalty: 4541.841797
	Iteration 32Q: 3 clusters Score -1100382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1100393.375000 Penalty: 4541.841797
	Iteration 33Q: 3 clusters Score -1100393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1100397.875000 Penalty: 4541.841797
	Iteration 34Q: 3 clusters Score -1100398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1100407.000000 Penalty: 4541.841797
	Iteration 35Q: 3 clusters Score -1100407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1100411.500000 Penalty: 4541.841797
	Iteration 36Q: 3 clusters Score -1100412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1100415.375000 Penalty: 4541.841797
	Iteration 37Q: 3 clusters Score -1100415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1100420.125000 Penalty: 4541.841797
	Iteration 38Q: 3 clusters Score -1100420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1100421.000000 Penalty: 4541.841797
	Iteration 39Q: 3 clusters Score -1100421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1100421.500000 Penalty: 4541.841797
	Iteration 40F: 3 clusters Score -1100422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1100420.875000 Penalty: 4541.841797
	Iteration 41Q: 3 clusters Score -1100421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1100424.750000 Penalty: 4541.841797
	Iteration 42Q: 3 clusters Score -1100425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1100426.500000 Penalty: 4541.841797
	Iteration 43Q: 3 clusters Score -1100426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1100429.500000 Penalty: 4541.841797
	Iteration 44Q: 3 clusters Score -1100430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1100430.750000 Penalty: 4541.841797
	Iteration 45Q: 3 clusters Score -1100431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1100431.125000 Penalty: 4541.841797
	Iteration 46Q: 3 clusters Score -1100431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1100431.500000 Penalty: 4541.841797
	Iteration 47Q: 3 clusters Score -1100432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1100431.500000 Penalty: 4541.841797
	Iteration 48F: 3 clusters Score -1100432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -79204.453125 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -79204.45 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 377 members 
Entering Unmasked Estep 
Score: -77511.976562 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -77511.98 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -77755.117188 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -77755.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -77833.296875 Penalty: 3252.866211
	Iteration 2F: 3 clusters Score -77833.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -77907.257812 Penalty: 3252.866211
	Iteration 3Q: 3 clusters Score -77907.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -77941.578125 Penalty: 3252.866211
	Iteration 4Q: 3 clusters Score -77941.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -77987.750000 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -77987.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -78010.960938 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -78010.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -78019.632812 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -78019.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -78023.875000 Penalty: 3252.866211
	Iteration 8Q: 3 clusters Score -78023.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -78027.945312 Penalty: 3252.866211
	Iteration 9Q: 3 clusters Score -78027.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -78036.179688 Penalty: 3252.866211
	Iteration 10Q: 3 clusters Score -78036.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -78039.906250 Penalty: 3252.866211
	Iteration 11Q: 3 clusters Score -78039.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -78041.351562 Penalty: 3252.866211
	Iteration 12Q: 3 clusters Score -78041.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -78041.351562 Penalty: 3252.866211
	Iteration 13F: 3 clusters Score -78041.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -87312.296875 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -87312.3 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 387 members 
Entering Unmasked Estep 
Score: -85616.953125 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -85616.95 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -85850.148438 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -85850.15 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -85907.343750 Penalty: 3292.729736
	Iteration 2Q: 3 clusters Score -85907.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -85940.828125 Penalty: 3292.729736
	Iteration 3Q: 3 clusters Score -85940.83 nChanged 16
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: -85965.968750 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -85965.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -85985.070312 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -85985.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -86002.468750 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -86002.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -86011.171875 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -86011.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -86014.054688 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -86014.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -86019.859375 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -86019.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -86020.664062 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -86020.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -86020.664062 Penalty: 3292.729736
	Iteration 11F: 3 clusters Score -86020.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -80144.093750 Penalty: 1625.728516
	Iteration 0F: 2 clusters Score -80144.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -78427.171875 Penalty: 3251.457031
	Iteration 0F: 3 clusters Score -78427.17 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -78669.523438 Penalty: 3251.457031
	Iteration 1F: 3 clusters Score -78669.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -78730.687500 Penalty: 3251.457031
	Iteration 2F: 3 clusters Score -78730.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -78753.640625 Penalty: 3251.457031
	Iteration 3Q: 3 clusters Score -78753.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -78775.187500 Penalty: 3251.457031
	Iteration 4Q: 3 clusters Score -78775.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -78797.398438 Penalty: 3251.457031
	Iteration 5Q: 3 clusters Score -78797.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -78803.773438 Penalty: 3251.457031
	Iteration 6Q: 3 clusters Score -78803.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -78808.390625 Penalty: 3251.457031
	Iteration 7Q: 3 clusters Score -78808.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -78810.679688 Penalty: 3251.457031
	Iteration 8Q: 3 clusters Score -78810.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -78810.679688 Penalty: 3251.457031
	Iteration 9F: 3 clusters Score -78810.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -26992.591797 Penalty: 1364.312134
	Iteration 0F: 2 clusters Score -26992.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25768.585938 Penalty: 2728.624268
	Iteration 0F: 3 clusters Score -25768.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25874.474609 Penalty: 2728.624268
	Iteration 1F: 3 clusters Score -25874.47 nChanged 9
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: -25914.115234 Penalty: 2728.624268
	Iteration 2Q: 3 clusters Score -25914.12 nChanged 0
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: -25914.115234 Penalty: 2728.624268
	Iteration 3F: 3 clusters Score -25914.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -76900.921875 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -76900.92 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 353 members 
Entering Unmasked Estep 
Score: -75217.007812 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -75217.01 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -75425.757812 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -75425.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75468.109375 Penalty: 3256.371582
	Iteration 2Q: 3 clusters Score -75468.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -75496.648438 Penalty: 3256.371582
	Iteration 3Q: 3 clusters Score -75496.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -75525.617188 Penalty: 3256.371582
	Iteration 4Q: 3 clusters Score -75525.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -75536.109375 Penalty: 3256.371582
	Iteration 5Q: 3 clusters Score -75536.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -75536.109375 Penalty: 3256.371582
	Iteration 6F: 3 clusters Score -75536.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Entering Unmasked Estep 
Score: -2492569.250000 Penalty: 2453.760254
	Iteration 0F: 2 clusters Score -2492569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2478662.750000 Penalty: 4907.520508
	Iteration 0F: 3 clusters Score -2478663 nChanged 8740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2483280.750000 Penalty: 4907.520508
	Iteration 1F: 3 clusters Score -2483281 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2483643.000000 Penalty: 4907.520508
	Iteration 2F: 3 clusters Score -2483643 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2483972.250000 Penalty: 4907.520508
	Iteration 3Q: 3 clusters Score -2483972 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2484284.000000 Penalty: 4907.520508
	Iteration 4Q: 3 clusters Score -2484284 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2484666.500000 Penalty: 4907.520508
	Iteration 5Q: 3 clusters Score -2484666 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2485110.250000 Penalty: 4907.520508
	Iteration 6Q: 3 clusters Score -2485110 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2485639.250000 Penalty: 4907.520508
	Iteration 7Q: 3 clusters Score -2485639 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2486293.500000 Penalty: 4907.520508
	Iteration 8F: 3 clusters Score -2486294 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2487031.750000 Penalty: 4907.520508
	Iteration 9F: 3 clusters Score -2487032 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2487798.000000 Penalty: 4907.520508
	Iteration 10F: 3 clusters Score -2487798 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2488483.500000 Penalty: 4907.520508
	Iteration 11Q: 3 clusters Score -2488484 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2489060.000000 Penalty: 4907.520508
	Iteration 12Q: 3 clusters Score -2489060 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2489497.000000 Penalty: 4907.520508
	Iteration 13Q: 3 clusters Score -2489497 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2489835.750000 Penalty: 4907.520508
	Iteration 14Q: 3 clusters Score -2489836 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2490050.250000 Penalty: 4907.520508
	Iteration 15Q: 3 clusters Score -2490050 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -2490188.000000 Penalty: 4907.520508
	Iteration 16Q: 3 clusters Score -2490188 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2490279.250000 Penalty: 4907.520508
	Iteration 17Q: 3 clusters Score -2490279 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2490342.000000 Penalty: 4907.520508
	Iteration 18Q: 3 clusters Score -2490342 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2490381.500000 Penalty: 4907.520508
	Iteration 19Q: 3 clusters Score -2490382 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2490407.750000 Penalty: 4907.520508
	Iteration 20F: 3 clusters Score -2490408 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2490430.250000 Penalty: 4907.520508
	Iteration 21Q: 3 clusters Score -2490430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2490446.250000 Penalty: 4907.520508
	Iteration 22Q: 3 clusters Score -2490446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2490461.500000 Penalty: 4907.520508
	Iteration 23Q: 3 clusters Score -2490462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2490473.750000 Penalty: 4907.520508
	Iteration 24Q: 3 clusters Score -2490474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2490483.000000 Penalty: 4907.520508
	Iteration 25Q: 3 clusters Score -2490483 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2490488.500000 Penalty: 4907.520508
	Iteration 26Q: 3 clusters Score -2490488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2490497.250000 Penalty: 4907.520508
	Iteration 27Q: 3 clusters Score -2490497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2490499.000000 Penalty: 4907.520508
	Iteration 28Q: 3 clusters Score -2490499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2490502.500000 Penalty: 4907.520508
	Iteration 29Q: 3 clusters Score -2490502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2490508.500000 Penalty: 4907.520508
	Iteration 30Q: 3 clusters Score -2490508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2490519.500000 Penalty: 4907.520508
	Iteration 31Q: 3 clusters Score -2490520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2490524.000000 Penalty: 4907.520508
	Iteration 32Q: 3 clusters Score -2490524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2490527.750000 Penalty: 4907.520508
	Iteration 33Q: 3 clusters Score -2490528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2490532.000000 Penalty: 4907.520508
	Iteration 34Q: 3 clusters Score -2490532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2490533.750000 Penalty: 4907.520508
	Iteration 35Q: 3 clusters Score -2490534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2490542.250000 Penalty: 4907.520508
	Iteration 36Q: 3 clusters Score -2490542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2490544.000000 Penalty: 4907.520508
	Iteration 37Q: 3 clusters Score -2490544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2490545.000000 Penalty: 4907.520508
	Iteration 38Q: 3 clusters Score -2490545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2490549.250000 Penalty: 4907.520508
	Iteration 39Q: 3 clusters Score -2490549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2490547.000000 Penalty: 4907.520508
	Iteration 40F: 3 clusters Score -2490547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2490549.000000 Penalty: 4907.520508
	Iteration 41Q: 3 clusters Score -2490549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2490547.250000 Penalty: 4907.520508
	Iteration 42Q: 3 clusters Score -2490547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2490551.750000 Penalty: 4907.520508
	Iteration 43Q: 3 clusters Score -2490552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2490552.750000 Penalty: 4907.520508
	Iteration 44Q: 3 clusters Score -2490553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2490556.250000 Penalty: 4907.520508
	Iteration 45Q: 3 clusters Score -2490556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2490554.750000 Penalty: 4907.520508
	Iteration 46Q: 3 clusters Score -2490555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2490554.750000 Penalty: 4907.520508
	Iteration 47Q: 3 clusters Score -2490555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2490558.000000 Penalty: 4907.520508
	Iteration 48Q: 3 clusters Score -2490558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2490560.250000 Penalty: 4907.520508
	Iteration 49Q: 3 clusters Score -2490560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2490560.250000 Penalty: 4907.520508
	Iteration 50Q: 3 clusters Score -2490560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2490560.500000 Penalty: 4907.520508
	Iteration 51Q: 3 clusters Score -2490560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2490559.750000 Penalty: 4907.520508
	Iteration 52Q: 3 clusters Score -2490560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2490558.750000 Penalty: 4907.520508
	Iteration 53Q: 3 clusters Score -2490559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2490560.250000 Penalty: 4907.520508
	Iteration 54Q: 3 clusters Score -2490560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2490560.250000 Penalty: 4907.520508
	Iteration 55F: 3 clusters Score -2490560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (159341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159341 members 
Entering Unmasked Estep 
Score: -19320628.000000 Penalty: 2970.742920
	Iteration 0F: 2 clusters Score -1.932063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79587 members 
Mstep: Class 2 contains 79754 members 
Entering Unmasked Estep 
Score: -19214292.000000 Penalty: 5941.485840
	Iteration 0F: 3 clusters Score -1.921429e+07 nChanged 76117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78724 members 
Mstep: Class 2 contains 80617 members 
Entering Unmasked Estep 
Score: -19257938.000000 Penalty: 5941.485840
	Iteration 1F: 3 clusters Score -1.925794e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78399 members 
Mstep: Class 2 contains 80942 members 
Entering Unmasked Estep 
Score: -19258806.000000 Penalty: 5941.485840
	Iteration 2Q: 3 clusters Score -1.925881e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77983 members 
Mstep: Class 2 contains 81358 members 
Entering Unmasked Estep 
Score: -19259772.000000 Penalty: 5941.485840
	Iteration 3Q: 3 clusters Score -1.925977e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77508 members 
Mstep: Class 2 contains 81833 members 
Entering Unmasked Estep 
Score: -19261018.000000 Penalty: 5941.485840
	Iteration 4Q: 3 clusters Score -1.926102e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76972 members 
Mstep: Class 2 contains 82369 members 
Entering Unmasked Estep 
Score: -19262600.000000 Penalty: 5941.485840
	Iteration 5Q: 3 clusters Score -1.92626e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76296 members 
Mstep: Class 2 contains 83045 members 
Entering Unmasked Estep 
Score: -19264570.000000 Penalty: 5941.485840
	Iteration 6Q: 3 clusters Score -1.926457e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75416 members 
Mstep: Class 2 contains 83925 members 
Entering Unmasked Estep 
Score: -19267158.000000 Penalty: 5941.485840
	Iteration 7Q: 3 clusters Score -1.926716e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74106 members 
Mstep: Class 2 contains 85235 members 
Entering Unmasked Estep 
Score: -19270044.000000 Penalty: 5941.485840
	Iteration 8Q: 3 clusters Score -1.927004e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72177 members 
Mstep: Class 2 contains 87164 members 
Entering Unmasked Estep 
Score: -19273246.000000 Penalty: 5941.485840
	Iteration 9Q: 3 clusters Score -1.927325e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69460 members 
Mstep: Class 2 contains 89881 members 
Entering Unmasked Estep 
Score: -19276440.000000 Penalty: 5941.485840
	Iteration 10Q: 3 clusters Score -1.927644e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65920 members 
Mstep: Class 2 contains 93421 members 
Entering Unmasked Estep 
Score: -19279718.000000 Penalty: 5941.485840
	Iteration 11Q: 3 clusters Score -1.927972e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61321 members 
Mstep: Class 2 contains 98020 members 
Entering Unmasked Estep 
Score: -19283252.000000 Penalty: 5941.485840
	Iteration 12Q: 3 clusters Score -1.928325e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 103545 members 
Entering Unmasked Estep 
Score: -19286656.000000 Penalty: 5941.485840
	Iteration 13Q: 3 clusters Score -1.928666e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49265 members 
Mstep: Class 2 contains 110076 members 
Entering Unmasked Estep 
Score: -19290562.000000 Penalty: 5941.485840
	Iteration 14Q: 3 clusters Score -1.929056e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 117259 members 
Entering Unmasked Estep 
Score: -19294932.000000 Penalty: 5941.485840
	Iteration 15Q: 3 clusters Score -1.929493e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 124843 members 
Entering Unmasked Estep 
Score: -19299532.000000 Penalty: 5941.485840
	Iteration 16Q: 3 clusters Score -1.929953e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 132089 members 
Entering Unmasked Estep 
Score: -19303762.000000 Penalty: 5941.485840
	Iteration 17Q: 3 clusters Score -1.930376e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 138710 members 
Entering Unmasked Estep 
Score: -19307694.000000 Penalty: 5941.485840
	Iteration 18Q: 3 clusters Score -1.930769e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 144212 members 
Entering Unmasked Estep 
Score: -19311008.000000 Penalty: 5941.485840
	Iteration 19Q: 3 clusters Score -1.931101e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 148452 members 
Entering Unmasked Estep 
Score: -19313484.000000 Penalty: 5941.485840
	Iteration 20F: 3 clusters Score -1.931348e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 151526 members 
Entering Unmasked Estep 
Score: -19315002.000000 Penalty: 5941.485840
	Iteration 21Q: 3 clusters Score -1.9315e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 153538 members 
Entering Unmasked Estep 
Score: -19315940.000000 Penalty: 5941.485840
	Iteration 22Q: 3 clusters Score -1.931594e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 154899 members 
Entering Unmasked Estep 
Score: -19316648.000000 Penalty: 5941.485840
	Iteration 23Q: 3 clusters Score -1.931665e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 155831 members 
Entering Unmasked Estep 
Score: -19317066.000000 Penalty: 5941.485840
	Iteration 24Q: 3 clusters Score -1.931707e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 156466 members 
Entering Unmasked Estep 
Score: -19317334.000000 Penalty: 5941.485840
	Iteration 25Q: 3 clusters Score -1.931733e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 156882 members 
Entering Unmasked Estep 
Score: -19317538.000000 Penalty: 5941.485840
	Iteration 26Q: 3 clusters Score -1.931754e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 157183 members 
Entering Unmasked Estep 
Score: -19317662.000000 Penalty: 5941.485840
	Iteration 27Q: 3 clusters Score -1.931766e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 157400 members 
Entering Unmasked Estep 
Score: -19317806.000000 Penalty: 5941.485840
	Iteration 28Q: 3 clusters Score -1.931781e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 157558 members 
Entering Unmasked Estep 
Score: -19317860.000000 Penalty: 5941.485840
	Iteration 29Q: 3 clusters Score -1.931786e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 157669 members 
Entering Unmasked Estep 
Score: -19317906.000000 Penalty: 5941.485840
	Iteration 30Q: 3 clusters Score -1.931791e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 157757 members 
Entering Unmasked Estep 
Score: -19317962.000000 Penalty: 5941.485840
	Iteration 31Q: 3 clusters Score -1.931796e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 157829 members 
Entering Unmasked Estep 
Score: -19318024.000000 Penalty: 5941.485840
	Iteration 32Q: 3 clusters Score -1.931802e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 157903 members 
Entering Unmasked Estep 
Score: -19318056.000000 Penalty: 5941.485840
	Iteration 33Q: 3 clusters Score -1.931806e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 157947 members 
Entering Unmasked Estep 
Score: -19318098.000000 Penalty: 5941.485840
	Iteration 34Q: 3 clusters Score -1.93181e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 157980 members 
Entering Unmasked Estep 
Score: -19318114.000000 Penalty: 5941.485840
	Iteration 35Q: 3 clusters Score -1.931811e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 158006 members 
Entering Unmasked Estep 
Score: -19318118.000000 Penalty: 5941.485840
	Iteration 36Q: 3 clusters Score -1.931812e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 158040 members 
Entering Unmasked Estep 
Score: -19318138.000000 Penalty: 5941.485840
	Iteration 37Q: 3 clusters Score -1.931814e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 158063 members 
Entering Unmasked Estep 
Score: -19318168.000000 Penalty: 5941.485840
	Iteration 38Q: 3 clusters Score -1.931817e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 158083 members 
Entering Unmasked Estep 
Score: -19318154.000000 Penalty: 5941.485840
	Iteration 39Q: 3 clusters Score -1.931815e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 158091 members 
Entering Unmasked Estep 
Score: -19318162.000000 Penalty: 5941.485840
	Iteration 40F: 3 clusters Score -1.931816e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 158117 members 
Entering Unmasked Estep 
Score: -19318164.000000 Penalty: 5941.485840
	Iteration 41Q: 3 clusters Score -1.931816e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 158138 members 
Entering Unmasked Estep 
Score: -19318176.000000 Penalty: 5941.485840
	Iteration 42Q: 3 clusters Score -1.931818e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 158157 members 
Entering Unmasked Estep 
Score: -19318186.000000 Penalty: 5941.485840
	Iteration 43Q: 3 clusters Score -1.931819e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 158164 members 
Entering Unmasked Estep 
Score: -19318190.000000 Penalty: 5941.485840
	Iteration 44Q: 3 clusters Score -1.931819e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 158170 members 
Entering Unmasked Estep 
Score: -19318194.000000 Penalty: 5941.485840
	Iteration 45Q: 3 clusters Score -1.931819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 158179 members 
Entering Unmasked Estep 
Score: -19318204.000000 Penalty: 5941.485840
	Iteration 46Q: 3 clusters Score -1.93182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 158187 members 
Entering Unmasked Estep 
Score: -19318210.000000 Penalty: 5941.485840
	Iteration 47Q: 3 clusters Score -1.931821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 158191 members 
Entering Unmasked Estep 
Score: -19318198.000000 Penalty: 5941.485840
	Iteration 48Q: 3 clusters Score -1.93182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 158192 members 
Entering Unmasked Estep 
Score: -19318188.000000 Penalty: 5941.485840
	Iteration 49Q: 3 clusters Score -1.931819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 158191 members 
Entering Unmasked Estep 
Score: -19318188.000000 Penalty: 5941.485840
	Iteration 50Q: 3 clusters Score -1.931819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 158192 members 
Entering Unmasked Estep 
Score: -19318194.000000 Penalty: 5941.485840
	Iteration 51Q: 3 clusters Score -1.931819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 158192 members 
Entering Unmasked Estep 
Score: -19318194.000000 Penalty: 5941.485840
	Iteration 52F: 3 clusters Score -1.931819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230092 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242044 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65291 members 
Mstep: Class 7 contains 25817 members 
Mstep: Class 8 contains 30343 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22572 members 
Mstep: Class 12 contains 29102 members 
Mstep: Class 13 contains 63591 members 
Mstep: Class 14 contains 129145 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 18621 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7326 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56370 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11087 members 
Mstep: Class 24 contains 9480 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457408.000000 Penalty: 108421.421875
Iteration 359Q: 32 clusters Score -1.584574e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230093 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242043 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65290 members 
Mstep: Class 7 contains 25818 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22573 members 
Mstep: Class 12 contains 29102 members 
Mstep: Class 13 contains 63592 members 
Mstep: Class 14 contains 129144 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18620 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56371 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11087 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457440.000000 Penalty: 108421.421875
Iteration 360F: 32 clusters Score -1.584574e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230093 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242043 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65290 members 
Mstep: Class 7 contains 25819 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22573 members 
Mstep: Class 12 contains 29102 members 
Mstep: Class 13 contains 63592 members 
Mstep: Class 14 contains 129144 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18621 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56372 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11087 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457472.000000 Penalty: 108421.421875
Iteration 361Q: 32 clusters Score -1.584575e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230094 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242043 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65290 members 
Mstep: Class 7 contains 25819 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22573 members 
Mstep: Class 12 contains 29102 members 
Mstep: Class 13 contains 63592 members 
Mstep: Class 14 contains 129144 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18623 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56373 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11087 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457456.000000 Penalty: 108421.421875
Iteration 362Q: 32 clusters Score -1.584575e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230094 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242043 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65290 members 
Mstep: Class 7 contains 25819 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22574 members 
Mstep: Class 12 contains 29102 members 
Mstep: Class 13 contains 63592 members 
Mstep: Class 14 contains 129144 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18623 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56373 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11087 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457456.000000 Penalty: 108421.421875
Iteration 363Q: 32 clusters Score -1.584575e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230095 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242043 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65289 members 
Mstep: Class 7 contains 25819 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22575 members 
Mstep: Class 12 contains 29102 members 
Mstep: Class 13 contains 63592 members 
Mstep: Class 14 contains 129143 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18624 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56373 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11087 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457488.000000 Penalty: 108421.421875
Iteration 364Q: 32 clusters Score -1.584575e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230096 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242044 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65289 members 
Mstep: Class 7 contains 25819 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22575 members 
Mstep: Class 12 contains 29102 members 
Mstep: Class 13 contains 63592 members 
Mstep: Class 14 contains 129142 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18624 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56374 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11087 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457536.000000 Penalty: 108421.421875
Iteration 365Q: 32 clusters Score -1.584575e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230097 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242046 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65290 members 
Mstep: Class 7 contains 25819 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22572 members 
Mstep: Class 12 contains 29102 members 
Mstep: Class 13 contains 63592 members 
Mstep: Class 14 contains 129142 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18626 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56374 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11087 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457552.000000 Penalty: 108421.421875
Iteration 366Q: 32 clusters Score -1.584576e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230098 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242046 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65290 members 
Mstep: Class 7 contains 25819 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22572 members 
Mstep: Class 12 contains 29103 members 
Mstep: Class 13 contains 63592 members 
Mstep: Class 14 contains 129143 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18622 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56377 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11087 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457536.000000 Penalty: 108421.421875
Iteration 367Q: 32 clusters Score -1.584575e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230098 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242046 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65291 members 
Mstep: Class 7 contains 25820 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22572 members 
Mstep: Class 12 contains 29103 members 
Mstep: Class 13 contains 63592 members 
Mstep: Class 14 contains 129143 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18620 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56378 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11087 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457520.000000 Penalty: 108421.421875
Iteration 368Q: 32 clusters Score -1.584575e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230098 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242045 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65291 members 
Mstep: Class 7 contains 25823 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22572 members 
Mstep: Class 12 contains 29105 members 
Mstep: Class 13 contains 63592 members 
Mstep: Class 14 contains 129143 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18618 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56379 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11087 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457568.000000 Penalty: 108421.421875
Iteration 369Q: 32 clusters Score -1.584576e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230098 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242045 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65292 members 
Mstep: Class 7 contains 25823 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22572 members 
Mstep: Class 12 contains 29103 members 
Mstep: Class 13 contains 63594 members 
Mstep: Class 14 contains 129143 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18616 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56381 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11087 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457536.000000 Penalty: 108421.421875
Iteration 370Q: 32 clusters Score -1.584575e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230098 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242044 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65292 members 
Mstep: Class 7 contains 25823 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22572 members 
Mstep: Class 12 contains 29103 members 
Mstep: Class 13 contains 63594 members 
Mstep: Class 14 contains 129143 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18616 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56383 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11087 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457552.000000 Penalty: 108421.421875
Iteration 371Q: 32 clusters Score -1.584576e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230098 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242043 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65292 members 
Mstep: Class 7 contains 25823 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22572 members 
Mstep: Class 12 contains 29103 members 
Mstep: Class 13 contains 63594 members 
Mstep: Class 14 contains 129143 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18616 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56385 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11087 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457568.000000 Penalty: 108421.421875
Iteration 372Q: 32 clusters Score -1.584576e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230099 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242043 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65292 members 
Mstep: Class 7 contains 25823 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22572 members 
Mstep: Class 12 contains 29103 members 
Mstep: Class 13 contains 63594 members 
Mstep: Class 14 contains 129143 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18616 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56385 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11087 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457600.000000 Penalty: 108421.421875
Iteration 373Q: 32 clusters Score -1.584576e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230099 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242043 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65292 members 
Mstep: Class 7 contains 25824 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22571 members 
Mstep: Class 12 contains 29103 members 
Mstep: Class 13 contains 63594 members 
Mstep: Class 14 contains 129143 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18616 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56385 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11087 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457568.000000 Penalty: 108421.421875
Iteration 374Q: 32 clusters Score -1.584576e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230099 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242043 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65292 members 
Mstep: Class 7 contains 25824 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22571 members 
Mstep: Class 12 contains 29103 members 
Mstep: Class 13 contains 63594 members 
Mstep: Class 14 contains 129143 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18617 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56385 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11088 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457520.000000 Penalty: 108421.421875
Iteration 375Q: 32 clusters Score -1.584575e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230101 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242043 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65293 members 
Mstep: Class 7 contains 25824 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22570 members 
Mstep: Class 12 contains 29103 members 
Mstep: Class 13 contains 63594 members 
Mstep: Class 14 contains 129143 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18615 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56385 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11088 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457552.000000 Penalty: 108421.421875
Iteration 376Q: 32 clusters Score -1.584576e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230105 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242043 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65293 members 
Mstep: Class 7 contains 25825 members 
Mstep: Class 8 contains 30341 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22569 members 
Mstep: Class 12 contains 29103 members 
Mstep: Class 13 contains 63594 members 
Mstep: Class 14 contains 129142 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18613 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56385 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11088 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457552.000000 Penalty: 108421.421875
Iteration 377Q: 32 clusters Score -1.584576e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230105 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242046 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65293 members 
Mstep: Class 7 contains 25826 members 
Mstep: Class 8 contains 30341 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22566 members 
Mstep: Class 12 contains 29103 members 
Mstep: Class 13 contains 63594 members 
Mstep: Class 14 contains 129142 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18611 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56386 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11088 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457504.000000 Penalty: 108421.421875
Iteration 378Q: 32 clusters Score -1.584575e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230107 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242047 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65293 members 
Mstep: Class 7 contains 25827 members 
Mstep: Class 8 contains 30341 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22564 members 
Mstep: Class 12 contains 29103 members 
Mstep: Class 13 contains 63594 members 
Mstep: Class 14 contains 129141 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18610 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56386 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11088 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457472.000000 Penalty: 108421.421875
Iteration 379Q: 32 clusters Score -1.584575e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230107 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242046 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65294 members 
Mstep: Class 7 contains 25828 members 
Mstep: Class 8 contains 30341 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22563 members 
Mstep: Class 12 contains 29103 members 
Mstep: Class 13 contains 63594 members 
Mstep: Class 14 contains 129141 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 18609 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56386 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11088 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457456.000000 Penalty: 108421.421875
Iteration 380F: 32 clusters Score -1.584575e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230108 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242047 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65293 members 
Mstep: Class 7 contains 25828 members 
Mstep: Class 8 contains 30341 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22562 members 
Mstep: Class 12 contains 29103 members 
Mstep: Class 13 contains 63594 members 
Mstep: Class 14 contains 129142 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18607 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56386 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11088 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457488.000000 Penalty: 108421.421875
Iteration 381Q: 32 clusters Score -1.584575e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230108 members 
Mstep: Class 2 contains 11272 members 
Mstep: Class 3 contains 242047 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65293 members 
Mstep: Class 7 contains 25828 members 
Mstep: Class 8 contains 30341 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22562 members 
Mstep: Class 12 contains 29103 members 
Mstep: Class 13 contains 63594 members 
Mstep: Class 14 contains 129143 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18605 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56388 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11088 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457472.000000 Penalty: 108421.421875
Iteration 382Q: 32 clusters Score -1.584575e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230109 members 
Mstep: Class 2 contains 11272 members 
Mstep: Class 3 contains 242047 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65293 members 
Mstep: Class 7 contains 25828 members 
Mstep: Class 8 contains 30341 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22562 members 
Mstep: Class 12 contains 29103 members 
Mstep: Class 13 contains 63594 members 
Mstep: Class 14 contains 129143 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18603 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56389 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11088 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457488.000000 Penalty: 108421.421875
Iteration 383Q: 32 clusters Score -1.584575e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230109 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242047 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65293 members 
Mstep: Class 7 contains 25828 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22562 members 
Mstep: Class 12 contains 29103 members 
Mstep: Class 13 contains 63594 members 
Mstep: Class 14 contains 129143 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18601 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56389 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11088 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457456.000000 Penalty: 108421.421875
Iteration 384Q: 32 clusters Score -1.584575e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230109 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 242047 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 65293 members 
Mstep: Class 7 contains 25828 members 
Mstep: Class 8 contains 30342 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 22562 members 
Mstep: Class 12 contains 29103 members 
Mstep: Class 13 contains 63594 members 
Mstep: Class 14 contains 129143 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 18601 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 56389 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 11088 members 
Mstep: Class 24 contains 9481 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 703 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 19815 members 
Mstep: Class 31 contains 159317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457456.000000 Penalty: 108421.421875
Iteration 385F: 32 clusters Score -1.584575e+08 nChanged 0
Entering ConstructFrom: 
Score: -158457456.000000 Penalty: 108421.421875
Entering ConstructFrom: 
Trying to split cluster 1 (230109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230109 members 
Entering Unmasked Estep 
Score: -28086110.000000 Penalty: 3061.884521
	Iteration 0F: 2 clusters Score -2.808611e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114929 members 
Mstep: Class 2 contains 115180 members 
Entering Unmasked Estep 
Score: -27934788.000000 Penalty: 6123.769043
	Iteration 0F: 3 clusters Score -2.793479e+07 nChanged 111067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110252 members 
Mstep: Class 2 contains 119857 members 
Entering Unmasked Estep 
Score: -28000536.000000 Penalty: 6123.769043
	Iteration 1F: 3 clusters Score -2.800054e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107321 members 
Mstep: Class 2 contains 122788 members 
Entering Unmasked Estep 
Score: -28002032.000000 Penalty: 6123.769043
	Iteration 2Q: 3 clusters Score -2.800203e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102812 members 
Mstep: Class 2 contains 127297 members 
Entering Unmasked Estep 
Score: -28004304.000000 Penalty: 6123.769043
	Iteration 3Q: 3 clusters Score -2.80043e+07 nChanged 9823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95923 members 
Mstep: Class 2 contains 134186 members 
Entering Unmasked Estep 
Score: -28007682.000000 Penalty: 6123.769043
	Iteration 4Q: 3 clusters Score -2.800768e+07 nChanged 12658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85695 members 
Mstep: Class 2 contains 144414 members 
Entering Unmasked Estep 
Score: -28014202.000000 Penalty: 6123.769043
	Iteration 5F: 3 clusters Score -2.80142e+07 nChanged 15890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71601 members 
Mstep: Class 2 contains 158508 members 
Entering Unmasked Estep 
Score: -28024196.000000 Penalty: 6123.769043
	Iteration 6F: 3 clusters Score -2.80242e+07 nChanged 18226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 175660 members 
Entering Unmasked Estep 
Score: -28037334.000000 Penalty: 6123.769043
	Iteration 7F: 3 clusters Score -2.803733e+07 nChanged 17992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 193194 members 
Entering Unmasked Estep 
Score: -28052260.000000 Penalty: 6123.769043
	Iteration 8F: 3 clusters Score -2.805226e+07 nChanged 15219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 208319 members 
Entering Unmasked Estep 
Score: -28065048.000000 Penalty: 6123.769043
	Iteration 9F: 3 clusters Score -2.806505e+07 nChanged 10470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 218779 members 
Entering Unmasked Estep 
Score: -28074030.000000 Penalty: 6123.769043
	Iteration 10Q: 3 clusters Score -2.807403e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 224871 members 
Entering Unmasked Estep 
Score: -28079192.000000 Penalty: 6123.769043
	Iteration 11Q: 3 clusters Score -2.807919e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 227756 members 
Entering Unmasked Estep 
Score: -28081778.000000 Penalty: 6123.769043
	Iteration 12Q: 3 clusters Score -2.808178e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 228913 members 
Entering Unmasked Estep 
Score: -28082676.000000 Penalty: 6123.769043
	Iteration 13Q: 3 clusters Score -2.808268e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 229340 members 
Entering Unmasked Estep 
Score: -28083010.000000 Penalty: 6123.769043
	Iteration 14Q: 3 clusters Score -2.808301e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 229540 members 
Entering Unmasked Estep 
Score: -28083174.000000 Penalty: 6123.769043
	Iteration 15Q: 3 clusters Score -2.808317e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 229636 members 
Entering Unmasked Estep 
Score: -28083260.000000 Penalty: 6123.769043
	Iteration 16Q: 3 clusters Score -2.808326e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 229689 members 
Entering Unmasked Estep 
Score: -28083330.000000 Penalty: 6123.769043
	Iteration 17Q: 3 clusters Score -2.808333e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 229722 members 
Entering Unmasked Estep 
Score: -28083394.000000 Penalty: 6123.769043
	Iteration 18Q: 3 clusters Score -2.808339e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 229736 members 
Entering Unmasked Estep 
Score: -28083418.000000 Penalty: 6123.769043
	Iteration 19Q: 3 clusters Score -2.808342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 229747 members 
Entering Unmasked Estep 
Score: -28083418.000000 Penalty: 6123.769043
	Iteration 20F: 3 clusters Score -2.808342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 229751 members 
Entering Unmasked Estep 
Score: -28083452.000000 Penalty: 6123.769043
	Iteration 21Q: 3 clusters Score -2.808345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 229757 members 
Entering Unmasked Estep 
Score: -28083448.000000 Penalty: 6123.769043
	Iteration 22Q: 3 clusters Score -2.808345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 229762 members 
Entering Unmasked Estep 
Score: -28083452.000000 Penalty: 6123.769043
	Iteration 23Q: 3 clusters Score -2.808345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 229768 members 
Entering Unmasked Estep 
Score: -28083472.000000 Penalty: 6123.769043
	Iteration 24Q: 3 clusters Score -2.808347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 229770 members 
Entering Unmasked Estep 
Score: -28083474.000000 Penalty: 6123.769043
	Iteration 25Q: 3 clusters Score -2.808347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 229771 members 
Entering Unmasked Estep 
Score: -28083468.000000 Penalty: 6123.769043
	Iteration 26Q: 3 clusters Score -2.808347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 229772 members 
Entering Unmasked Estep 
Score: -28083484.000000 Penalty: 6123.769043
	Iteration 27Q: 3 clusters Score -2.808348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 229773 members 
Entering Unmasked Estep 
Score: -28083484.000000 Penalty: 6123.769043
	Iteration 28Q: 3 clusters Score -2.808348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 229774 members 
Entering Unmasked Estep 
Score: -28083468.000000 Penalty: 6123.769043
	Iteration 29Q: 3 clusters Score -2.808347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 229776 members 
Entering Unmasked Estep 
Score: -28083480.000000 Penalty: 6123.769043
	Iteration 30Q: 3 clusters Score -2.808348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 229776 members 
Entering Unmasked Estep 
Score: -28083480.000000 Penalty: 6123.769043
	Iteration 31F: 3 clusters Score -2.808348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Entering Unmasked Estep 
Score: -1279188.875000 Penalty: 2313.881104
	Iteration 0F: 2 clusters Score -1279189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1270697.750000 Penalty: 4627.762207
	Iteration 0F: 3 clusters Score -1270698 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1273423.625000 Penalty: 4627.762207
	Iteration 1F: 3 clusters Score -1273424 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1273989.000000 Penalty: 4627.762207
	Iteration 2F: 3 clusters Score -1273989 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1274452.500000 Penalty: 4627.762207
	Iteration 3F: 3 clusters Score -1274452 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1274797.000000 Penalty: 4627.762207
	Iteration 4F: 3 clusters Score -1274797 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1275085.250000 Penalty: 4627.762207
	Iteration 5Q: 3 clusters Score -1275085 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1275328.375000 Penalty: 4627.762207
	Iteration 6Q: 3 clusters Score -1275328 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1275551.375000 Penalty: 4627.762207
	Iteration 7Q: 3 clusters Score -1275551 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1275765.375000 Penalty: 4627.762207
	Iteration 8Q: 3 clusters Score -1275765 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1275975.375000 Penalty: 4627.762207
	Iteration 9Q: 3 clusters Score -1275975 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1276182.750000 Penalty: 4627.762207
	Iteration 10Q: 3 clusters Score -1276183 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1276381.500000 Penalty: 4627.762207
	Iteration 11Q: 3 clusters Score -1276382 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1276569.500000 Penalty: 4627.762207
	Iteration 12Q: 3 clusters Score -1276570 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1276765.500000 Penalty: 4627.762207
	Iteration 13Q: 3 clusters Score -1276766 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1276951.375000 Penalty: 4627.762207
	Iteration 14Q: 3 clusters Score -1276951 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1277128.875000 Penalty: 4627.762207
	Iteration 15Q: 3 clusters Score -1277129 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1277263.875000 Penalty: 4627.762207
	Iteration 16Q: 3 clusters Score -1277264 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1277405.000000 Penalty: 4627.762207
	Iteration 17Q: 3 clusters Score -1277405 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1277551.000000 Penalty: 4627.762207
	Iteration 18Q: 3 clusters Score -1277551 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1277685.250000 Penalty: 4627.762207
	Iteration 19Q: 3 clusters Score -1277685 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1277831.250000 Penalty: 4627.762207
	Iteration 20F: 3 clusters Score -1277831 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1277982.875000 Penalty: 4627.762207
	Iteration 21Q: 3 clusters Score -1277983 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1278133.625000 Penalty: 4627.762207
	Iteration 22Q: 3 clusters Score -1278134 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1278266.250000 Penalty: 4627.762207
	Iteration 23Q: 3 clusters Score -1278266 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1278381.875000 Penalty: 4627.762207
	Iteration 24Q: 3 clusters Score -1278382 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1278500.000000 Penalty: 4627.762207
	Iteration 25Q: 3 clusters Score -1278500 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1278596.875000 Penalty: 4627.762207
	Iteration 26Q: 3 clusters Score -1278597 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1278672.625000 Penalty: 4627.762207
	Iteration 27Q: 3 clusters Score -1278673 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1278737.500000 Penalty: 4627.762207
	Iteration 28Q: 3 clusters Score -1278738 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1278786.125000 Penalty: 4627.762207
	Iteration 29Q: 3 clusters Score -1278786 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1278825.750000 Penalty: 4627.762207
	Iteration 30Q: 3 clusters Score -1278826 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1278863.500000 Penalty: 4627.762207
	Iteration 31Q: 3 clusters Score -1278864 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1278895.125000 Penalty: 4627.762207
	Iteration 32Q: 3 clusters Score -1278895 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1278913.625000 Penalty: 4627.762207
	Iteration 33Q: 3 clusters Score -1278914 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1278931.375000 Penalty: 4627.762207
	Iteration 34Q: 3 clusters Score -1278931 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1278945.750000 Penalty: 4627.762207
	Iteration 35Q: 3 clusters Score -1278946 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1278967.000000 Penalty: 4627.762207
	Iteration 36Q: 3 clusters Score -1278967 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1278976.750000 Penalty: 4627.762207
	Iteration 37Q: 3 clusters Score -1278977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1278984.250000 Penalty: 4627.762207
	Iteration 38Q: 3 clusters Score -1278984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1278992.375000 Penalty: 4627.762207
	Iteration 39Q: 3 clusters Score -1278992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1278998.750000 Penalty: 4627.762207
	Iteration 40F: 3 clusters Score -1278999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1279010.125000 Penalty: 4627.762207
	Iteration 41Q: 3 clusters Score -1279010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1279026.250000 Penalty: 4627.762207
	Iteration 42Q: 3 clusters Score -1279026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1279032.250000 Penalty: 4627.762207
	Iteration 43Q: 3 clusters Score -1279032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1279040.750000 Penalty: 4627.762207
	Iteration 44Q: 3 clusters Score -1279041 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1279054.375000 Penalty: 4627.762207
	Iteration 45Q: 3 clusters Score -1279054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1279058.750000 Penalty: 4627.762207
	Iteration 46Q: 3 clusters Score -1279059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1279058.250000 Penalty: 4627.762207
	Iteration 47Q: 3 clusters Score -1279058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1279064.750000 Penalty: 4627.762207
	Iteration 48Q: 3 clusters Score -1279065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1279070.375000 Penalty: 4627.762207
	Iteration 49Q: 3 clusters Score -1279070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1279071.750000 Penalty: 4627.762207
	Iteration 50Q: 3 clusters Score -1279072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1279075.125000 Penalty: 4627.762207
	Iteration 51Q: 3 clusters Score -1279075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1279079.375000 Penalty: 4627.762207
	Iteration 52Q: 3 clusters Score -1279079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1279076.500000 Penalty: 4627.762207
	Iteration 53Q: 3 clusters Score -1279076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1279080.125000 Penalty: 4627.762207
	Iteration 54Q: 3 clusters Score -1279080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1279089.000000 Penalty: 4627.762207
	Iteration 55Q: 3 clusters Score -1279089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1279091.375000 Penalty: 4627.762207
	Iteration 56Q: 3 clusters Score -1279091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1279092.000000 Penalty: 4627.762207
	Iteration 57Q: 3 clusters Score -1279092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1279090.875000 Penalty: 4627.762207
	Iteration 58Q: 3 clusters Score -1279091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1279092.875000 Penalty: 4627.762207
	Iteration 59Q: 3 clusters Score -1279093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1279093.250000 Penalty: 4627.762207
	Iteration 60F: 3 clusters Score -1279093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1279095.500000 Penalty: 4627.762207
	Iteration 61Q: 3 clusters Score -1279096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1279093.875000 Penalty: 4627.762207
	Iteration 62Q: 3 clusters Score -1279094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1279094.500000 Penalty: 4627.762207
	Iteration 63Q: 3 clusters Score -1279094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1279094.250000 Penalty: 4627.762207
	Iteration 64Q: 3 clusters Score -1279094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1279096.625000 Penalty: 4627.762207
	Iteration 65Q: 3 clusters Score -1279097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1279095.625000 Penalty: 4627.762207
	Iteration 66Q: 3 clusters Score -1279096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1279096.625000 Penalty: 4627.762207
	Iteration 67Q: 3 clusters Score -1279097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1279097.000000 Penalty: 4627.762207
	Iteration 68Q: 3 clusters Score -1279097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1279099.500000 Penalty: 4627.762207
	Iteration 69Q: 3 clusters Score -1279100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1279102.875000 Penalty: 4627.762207
	Iteration 70Q: 3 clusters Score -1279103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1279103.250000 Penalty: 4627.762207
	Iteration 71Q: 3 clusters Score -1279103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1279100.500000 Penalty: 4627.762207
	Iteration 72Q: 3 clusters Score -1279100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1279101.625000 Penalty: 4627.762207
	Iteration 73Q: 3 clusters Score -1279102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1279104.125000 Penalty: 4627.762207
	Iteration 74Q: 3 clusters Score -1279104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1279105.500000 Penalty: 4627.762207
	Iteration 75Q: 3 clusters Score -1279106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1279105.500000 Penalty: 4627.762207
	Iteration 76F: 3 clusters Score -1279106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (242047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242047 members 
Entering Unmasked Estep 
Score: -29621122.000000 Penalty: 3074.427979
	Iteration 0F: 2 clusters Score -2.962112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121497 members 
Mstep: Class 2 contains 120550 members 
Entering Unmasked Estep 
Score: -29475472.000000 Penalty: 6148.855957
	Iteration 0F: 3 clusters Score -2.947547e+07 nChanged 116525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128558 members 
Mstep: Class 2 contains 113489 members 
Entering Unmasked Estep 
Score: -29543774.000000 Penalty: 6148.855957
	Iteration 1F: 3 clusters Score -2.954377e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133244 members 
Mstep: Class 2 contains 108803 members 
Entering Unmasked Estep 
Score: -29545730.000000 Penalty: 6148.855957
	Iteration 2Q: 3 clusters Score -2.954573e+07 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140742 members 
Mstep: Class 2 contains 101305 members 
Entering Unmasked Estep 
Score: -29548946.000000 Penalty: 6148.855957
	Iteration 3Q: 3 clusters Score -2.954895e+07 nChanged 12674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152276 members 
Mstep: Class 2 contains 89771 members 
Entering Unmasked Estep 
Score: -29555376.000000 Penalty: 6148.855957
	Iteration 4F: 3 clusters Score -2.955538e+07 nChanged 17537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169217 members 
Mstep: Class 2 contains 72830 members 
Entering Unmasked Estep 
Score: -29566492.000000 Penalty: 6148.855957
	Iteration 5F: 3 clusters Score -2.956649e+07 nChanged 22373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191392 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -29582312.000000 Penalty: 6148.855957
	Iteration 6F: 3 clusters Score -2.958231e+07 nChanged 22278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213614 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -29598916.000000 Penalty: 6148.855957
	Iteration 7F: 3 clusters Score -2.959892e+07 nChanged 15563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229153 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -29610050.000000 Penalty: 6148.855957
	Iteration 8F: 3 clusters Score -2.961005e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236895 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -29615232.000000 Penalty: 6148.855957
	Iteration 9Q: 3 clusters Score -2.961523e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239864 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -29617314.000000 Penalty: 6148.855957
	Iteration 10Q: 3 clusters Score -2.961731e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240854 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -29617976.000000 Penalty: 6148.855957
	Iteration 11Q: 3 clusters Score -2.961798e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241227 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -29618276.000000 Penalty: 6148.855957
	Iteration 12Q: 3 clusters Score -2.961828e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241366 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -29618390.000000 Penalty: 6148.855957
	Iteration 13Q: 3 clusters Score -2.961839e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241430 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -29618520.000000 Penalty: 6148.855957
	Iteration 14Q: 3 clusters Score -2.961852e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241468 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -29618562.000000 Penalty: 6148.855957
	Iteration 15Q: 3 clusters Score -2.961856e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241485 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -29618590.000000 Penalty: 6148.855957
	Iteration 16Q: 3 clusters Score -2.961859e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241488 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -29618632.000000 Penalty: 6148.855957
	Iteration 17Q: 3 clusters Score -2.961863e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241497 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -29618628.000000 Penalty: 6148.855957
	Iteration 18Q: 3 clusters Score -2.961863e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241497 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -29618646.000000 Penalty: 6148.855957
	Iteration 19Q: 3 clusters Score -2.961865e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241503 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -29618658.000000 Penalty: 6148.855957
	Iteration 20F: 3 clusters Score -2.961866e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241505 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -29618674.000000 Penalty: 6148.855957
	Iteration 21Q: 3 clusters Score -2.961867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241506 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -29618692.000000 Penalty: 6148.855957
	Iteration 22Q: 3 clusters Score -2.961869e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241502 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -29618686.000000 Penalty: 6148.855957
	Iteration 23Q: 3 clusters Score -2.961869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241502 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -29618702.000000 Penalty: 6148.855957
	Iteration 24Q: 3 clusters Score -2.96187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241501 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -29618696.000000 Penalty: 6148.855957
	Iteration 25Q: 3 clusters Score -2.96187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241501 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -29618700.000000 Penalty: 6148.855957
	Iteration 26Q: 3 clusters Score -2.96187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241506 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -29618698.000000 Penalty: 6148.855957
	Iteration 27Q: 3 clusters Score -2.96187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241507 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -29618690.000000 Penalty: 6148.855957
	Iteration 28Q: 3 clusters Score -2.961869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241510 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -29618694.000000 Penalty: 6148.855957
	Iteration 29Q: 3 clusters Score -2.961869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241511 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -29618694.000000 Penalty: 6148.855957
	Iteration 30Q: 3 clusters Score -2.961869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241510 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -29618704.000000 Penalty: 6148.855957
	Iteration 31Q: 3 clusters Score -2.96187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241511 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -29618718.000000 Penalty: 6148.855957
	Iteration 32Q: 3 clusters Score -2.961872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241509 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -29618722.000000 Penalty: 6148.855957
	Iteration 33Q: 3 clusters Score -2.961872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241512 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -29618722.000000 Penalty: 6148.855957
	Iteration 34Q: 3 clusters Score -2.961872e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241515 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -29618734.000000 Penalty: 6148.855957
	Iteration 35Q: 3 clusters Score -2.961873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241519 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -29618722.000000 Penalty: 6148.855957
	Iteration 36Q: 3 clusters Score -2.961872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241522 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -29618718.000000 Penalty: 6148.855957
	Iteration 37Q: 3 clusters Score -2.961872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241522 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -29618712.000000 Penalty: 6148.855957
	Iteration 38Q: 3 clusters Score -2.961871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241523 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -29618716.000000 Penalty: 6148.855957
	Iteration 39Q: 3 clusters Score -2.961872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241523 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -29618716.000000 Penalty: 6148.855957
	Iteration 40F: 3 clusters Score -2.961872e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Entering Unmasked Estep 
Score: -3926786.000000 Penalty: 2574.371094
	Iteration 0F: 2 clusters Score -3926786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3904787.000000 Penalty: 5148.742188
	Iteration 0F: 3 clusters Score -3904787 nChanged 14576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -3912681.250000 Penalty: 5148.742188
	Iteration 1F: 3 clusters Score -3912681 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3913181.750000 Penalty: 5148.742188
	Iteration 2Q: 3 clusters Score -3913182 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -3913731.750000 Penalty: 5148.742188
	Iteration 3Q: 3 clusters Score -3913732 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3914285.250000 Penalty: 5148.742188
	Iteration 4Q: 3 clusters Score -3914285 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -3914866.500000 Penalty: 5148.742188
	Iteration 5Q: 3 clusters Score -3914866 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -3915626.500000 Penalty: 5148.742188
	Iteration 6Q: 3 clusters Score -3915626 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -3916728.000000 Penalty: 5148.742188
	Iteration 7F: 3 clusters Score -3916728 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -3918137.000000 Penalty: 5148.742188
	Iteration 8F: 3 clusters Score -3918137 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -3919719.250000 Penalty: 5148.742188
	Iteration 9F: 3 clusters Score -3919719 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -3921073.750000 Penalty: 5148.742188
	Iteration 10F: 3 clusters Score -3921074 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -3922131.750000 Penalty: 5148.742188
	Iteration 11Q: 3 clusters Score -3922132 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -3922902.750000 Penalty: 5148.742188
	Iteration 12Q: 3 clusters Score -3922903 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -3923415.500000 Penalty: 5148.742188
	Iteration 13Q: 3 clusters Score -3923416 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -3923769.750000 Penalty: 5148.742188
	Iteration 14Q: 3 clusters Score -3923770 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -3924042.250000 Penalty: 5148.742188
	Iteration 15Q: 3 clusters Score -3924042 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -3924257.500000 Penalty: 5148.742188
	Iteration 16Q: 3 clusters Score -3924258 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3924432.500000 Penalty: 5148.742188
	Iteration 17Q: 3 clusters Score -3924432 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3924568.500000 Penalty: 5148.742188
	Iteration 18Q: 3 clusters Score -3924568 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3924702.500000 Penalty: 5148.742188
	Iteration 19Q: 3 clusters Score -3924702 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3924790.750000 Penalty: 5148.742188
	Iteration 20F: 3 clusters Score -3924791 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3924858.500000 Penalty: 5148.742188
	Iteration 21Q: 3 clusters Score -3924858 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3924918.500000 Penalty: 5148.742188
	Iteration 22Q: 3 clusters Score -3924918 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3924962.750000 Penalty: 5148.742188
	Iteration 23Q: 3 clusters Score -3924963 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3924981.250000 Penalty: 5148.742188
	Iteration 24Q: 3 clusters Score -3924981 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3925003.250000 Penalty: 5148.742188
	Iteration 25Q: 3 clusters Score -3925003 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3925020.000000 Penalty: 5148.742188
	Iteration 26Q: 3 clusters Score -3925020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3925040.000000 Penalty: 5148.742188
	Iteration 27Q: 3 clusters Score -3925040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3925043.500000 Penalty: 5148.742188
	Iteration 28Q: 3 clusters Score -3925044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3925053.750000 Penalty: 5148.742188
	Iteration 29Q: 3 clusters Score -3925054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3925055.250000 Penalty: 5148.742188
	Iteration 30Q: 3 clusters Score -3925055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3925060.000000 Penalty: 5148.742188
	Iteration 31Q: 3 clusters Score -3925060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3925064.500000 Penalty: 5148.742188
	Iteration 32Q: 3 clusters Score -3925064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3925063.500000 Penalty: 5148.742188
	Iteration 33Q: 3 clusters Score -3925064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3925066.500000 Penalty: 5148.742188
	Iteration 34Q: 3 clusters Score -3925066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3925068.500000 Penalty: 5148.742188
	Iteration 35Q: 3 clusters Score -3925068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3925065.000000 Penalty: 5148.742188
	Iteration 36Q: 3 clusters Score -3925065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3925066.250000 Penalty: 5148.742188
	Iteration 37Q: 3 clusters Score -3925066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3925066.750000 Penalty: 5148.742188
	Iteration 38Q: 3 clusters Score -3925067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3925069.250000 Penalty: 5148.742188
	Iteration 39Q: 3 clusters Score -3925069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3925067.500000 Penalty: 5148.742188
	Iteration 40F: 3 clusters Score -3925068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3925071.500000 Penalty: 5148.742188
	Iteration 41Q: 3 clusters Score -3925072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3925071.500000 Penalty: 5148.742188
	Iteration 42F: 3 clusters Score -3925072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Entering Unmasked Estep 
Score: -1116525.750000 Penalty: 2269.504395
	Iteration 0F: 2 clusters Score -1116526 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 4703 members 
Entering Unmasked Estep 
Score: -1109236.375000 Penalty: 4539.008789
	Iteration 0F: 3 clusters Score -1109236 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1111276.875000 Penalty: 4539.008789
	Iteration 1F: 3 clusters Score -1111277 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1111513.625000 Penalty: 4539.008789
	Iteration 2F: 3 clusters Score -1111514 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1111684.000000 Penalty: 4539.008789
	Iteration 3Q: 3 clusters Score -1111684 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1111827.125000 Penalty: 4539.008789
	Iteration 4Q: 3 clusters Score -1111827 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1111952.375000 Penalty: 4539.008789
	Iteration 5Q: 3 clusters Score -1111952 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1112070.750000 Penalty: 4539.008789
	Iteration 6Q: 3 clusters Score -1112071 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1112183.125000 Penalty: 4539.008789
	Iteration 7Q: 3 clusters Score -1112183 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1112293.500000 Penalty: 4539.008789
	Iteration 8Q: 3 clusters Score -1112294 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1112418.875000 Penalty: 4539.008789
	Iteration 9Q: 3 clusters Score -1112419 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1112550.500000 Penalty: 4539.008789
	Iteration 10Q: 3 clusters Score -1112550 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1112685.375000 Penalty: 4539.008789
	Iteration 11Q: 3 clusters Score -1112685 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1112837.500000 Penalty: 4539.008789
	Iteration 12Q: 3 clusters Score -1112838 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1113018.750000 Penalty: 4539.008789
	Iteration 13Q: 3 clusters Score -1113019 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1113221.625000 Penalty: 4539.008789
	Iteration 14Q: 3 clusters Score -1113222 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1113445.250000 Penalty: 4539.008789
	Iteration 15Q: 3 clusters Score -1113445 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1113663.250000 Penalty: 4539.008789
	Iteration 16Q: 3 clusters Score -1113663 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1113856.125000 Penalty: 4539.008789
	Iteration 17Q: 3 clusters Score -1113856 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1114002.875000 Penalty: 4539.008789
	Iteration 18Q: 3 clusters Score -1114003 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1114119.125000 Penalty: 4539.008789
	Iteration 19Q: 3 clusters Score -1114119 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1114186.250000 Penalty: 4539.008789
	Iteration 20F: 3 clusters Score -1114186 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1114231.625000 Penalty: 4539.008789
	Iteration 21Q: 3 clusters Score -1114232 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1114268.750000 Penalty: 4539.008789
	Iteration 22Q: 3 clusters Score -1114269 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1114302.625000 Penalty: 4539.008789
	Iteration 23Q: 3 clusters Score -1114303 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1114332.625000 Penalty: 4539.008789
	Iteration 24Q: 3 clusters Score -1114333 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1114353.000000 Penalty: 4539.008789
	Iteration 25Q: 3 clusters Score -1114353 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1114371.000000 Penalty: 4539.008789
	Iteration 26Q: 3 clusters Score -1114371 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1114395.250000 Penalty: 4539.008789
	Iteration 27Q: 3 clusters Score -1114395 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1114420.750000 Penalty: 4539.008789
	Iteration 28Q: 3 clusters Score -1114421 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1114432.500000 Penalty: 4539.008789
	Iteration 29Q: 3 clusters Score -1114432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1114442.875000 Penalty: 4539.008789
	Iteration 30Q: 3 clusters Score -1114443 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1114450.625000 Penalty: 4539.008789
	Iteration 31Q: 3 clusters Score -1114451 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1114464.250000 Penalty: 4539.008789
	Iteration 32Q: 3 clusters Score -1114464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1114471.000000 Penalty: 4539.008789
	Iteration 33Q: 3 clusters Score -1114471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1114482.125000 Penalty: 4539.008789
	Iteration 34Q: 3 clusters Score -1114482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1114491.500000 Penalty: 4539.008789
	Iteration 35Q: 3 clusters Score -1114492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1114501.250000 Penalty: 4539.008789
	Iteration 36Q: 3 clusters Score -1114501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1114506.875000 Penalty: 4539.008789
	Iteration 37Q: 3 clusters Score -1114507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1114512.250000 Penalty: 4539.008789
	Iteration 38Q: 3 clusters Score -1114512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1114520.500000 Penalty: 4539.008789
	Iteration 39Q: 3 clusters Score -1114520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1114531.125000 Penalty: 4539.008789
	Iteration 40F: 3 clusters Score -1114531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1114539.125000 Penalty: 4539.008789
	Iteration 41Q: 3 clusters Score -1114539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1114552.000000 Penalty: 4539.008789
	Iteration 42Q: 3 clusters Score -1114552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1114574.125000 Penalty: 4539.008789
	Iteration 43Q: 3 clusters Score -1114574 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1114594.375000 Penalty: 4539.008789
	Iteration 44Q: 3 clusters Score -1114594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1114613.375000 Penalty: 4539.008789
	Iteration 45Q: 3 clusters Score -1114613 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1114625.750000 Penalty: 4539.008789
	Iteration 46Q: 3 clusters Score -1114626 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1114646.125000 Penalty: 4539.008789
	Iteration 47Q: 3 clusters Score -1114646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1114659.625000 Penalty: 4539.008789
	Iteration 48Q: 3 clusters Score -1114660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1114674.250000 Penalty: 4539.008789
	Iteration 49Q: 3 clusters Score -1114674 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1114690.125000 Penalty: 4539.008789
	Iteration 50Q: 3 clusters Score -1114690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1114705.500000 Penalty: 4539.008789
	Iteration 51Q: 3 clusters Score -1114706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1114713.750000 Penalty: 4539.008789
	Iteration 52Q: 3 clusters Score -1114714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1114723.000000 Penalty: 4539.008789
	Iteration 53Q: 3 clusters Score -1114723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1114726.625000 Penalty: 4539.008789
	Iteration 54Q: 3 clusters Score -1114727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1114731.875000 Penalty: 4539.008789
	Iteration 55Q: 3 clusters Score -1114732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1114737.000000 Penalty: 4539.008789
	Iteration 56Q: 3 clusters Score -1114737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1114745.000000 Penalty: 4539.008789
	Iteration 57Q: 3 clusters Score -1114745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1114747.125000 Penalty: 4539.008789
	Iteration 58Q: 3 clusters Score -1114747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1114753.000000 Penalty: 4539.008789
	Iteration 59Q: 3 clusters Score -1114753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1114760.375000 Penalty: 4539.008789
	Iteration 60F: 3 clusters Score -1114760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1114767.250000 Penalty: 4539.008789
	Iteration 61Q: 3 clusters Score -1114767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1114768.500000 Penalty: 4539.008789
	Iteration 62Q: 3 clusters Score -1114768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1114773.625000 Penalty: 4539.008789
	Iteration 63Q: 3 clusters Score -1114774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1114778.375000 Penalty: 4539.008789
	Iteration 64Q: 3 clusters Score -1114778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1114781.875000 Penalty: 4539.008789
	Iteration 65Q: 3 clusters Score -1114782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1114786.750000 Penalty: 4539.008789
	Iteration 66Q: 3 clusters Score -1114787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1114792.625000 Penalty: 4539.008789
	Iteration 67Q: 3 clusters Score -1114793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1114799.750000 Penalty: 4539.008789
	Iteration 68Q: 3 clusters Score -1114800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1114802.500000 Penalty: 4539.008789
	Iteration 69Q: 3 clusters Score -1114802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1114802.125000 Penalty: 4539.008789
	Iteration 70Q: 3 clusters Score -1114802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1114809.375000 Penalty: 4539.008789
	Iteration 71Q: 3 clusters Score -1114809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1114809.375000 Penalty: 4539.008789
	Iteration 72Q: 3 clusters Score -1114809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1114812.625000 Penalty: 4539.008789
	Iteration 73Q: 3 clusters Score -1114813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1114812.750000 Penalty: 4539.008789
	Iteration 74Q: 3 clusters Score -1114813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1114813.875000 Penalty: 4539.008789
	Iteration 75Q: 3 clusters Score -1114814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1114816.875000 Penalty: 4539.008789
	Iteration 76Q: 3 clusters Score -1114817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1114820.250000 Penalty: 4539.008789
	Iteration 77Q: 3 clusters Score -1114820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1114820.375000 Penalty: 4539.008789
	Iteration 78Q: 3 clusters Score -1114820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1114821.500000 Penalty: 4539.008789
	Iteration 79Q: 3 clusters Score -1114822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1114820.750000 Penalty: 4539.008789
	Iteration 80F: 3 clusters Score -1114821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (65293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65293 members 
Entering Unmasked Estep 
Score: -7421714.000000 Penalty: 2749.486816
	Iteration 0F: 2 clusters Score -7421714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -7377955.500000 Penalty: 5498.973633
	Iteration 0F: 3 clusters Score -7377956 nChanged 30438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -7394962.500000 Penalty: 5498.973633
	Iteration 1F: 3 clusters Score -7394962 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -7396229.500000 Penalty: 5498.973633
	Iteration 2Q: 3 clusters Score -7396230 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -7397890.000000 Penalty: 5498.973633
	Iteration 3F: 3 clusters Score -7397890 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -7400322.000000 Penalty: 5498.973633
	Iteration 4F: 3 clusters Score -7400322 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -7403175.000000 Penalty: 5498.973633
	Iteration 5F: 3 clusters Score -7403175 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -7406192.500000 Penalty: 5498.973633
	Iteration 6F: 3 clusters Score -7406192 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -7408955.000000 Penalty: 5498.973633
	Iteration 7F: 3 clusters Score -7408955 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 52523 members 
Entering Unmasked Estep 
Score: -7411383.000000 Penalty: 5498.973633
	Iteration 8F: 3 clusters Score -7411383 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 55365 members 
Entering Unmasked Estep 
Score: -7413453.000000 Penalty: 5498.973633
	Iteration 9Q: 3 clusters Score -7413453 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 57746 members 
Entering Unmasked Estep 
Score: -7415164.000000 Penalty: 5498.973633
	Iteration 10Q: 3 clusters Score -7415164 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -7416531.000000 Penalty: 5498.973633
	Iteration 11Q: 3 clusters Score -7416531 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 61358 members 
Entering Unmasked Estep 
Score: -7417641.000000 Penalty: 5498.973633
	Iteration 12Q: 3 clusters Score -7417641 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 62470 members 
Entering Unmasked Estep 
Score: -7418427.000000 Penalty: 5498.973633
	Iteration 13Q: 3 clusters Score -7418427 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 63226 members 
Entering Unmasked Estep 
Score: -7418956.000000 Penalty: 5498.973633
	Iteration 14Q: 3 clusters Score -7418956 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 63689 members 
Entering Unmasked Estep 
Score: -7419198.500000 Penalty: 5498.973633
	Iteration 15Q: 3 clusters Score -7419198 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 63930 members 
Entering Unmasked Estep 
Score: -7419337.500000 Penalty: 5498.973633
	Iteration 16Q: 3 clusters Score -7419338 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 64070 members 
Entering Unmasked Estep 
Score: -7419415.500000 Penalty: 5498.973633
	Iteration 17Q: 3 clusters Score -7419416 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 64171 members 
Entering Unmasked Estep 
Score: -7419475.500000 Penalty: 5498.973633
	Iteration 18Q: 3 clusters Score -7419476 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 64234 members 
Entering Unmasked Estep 
Score: -7419521.500000 Penalty: 5498.973633
	Iteration 19Q: 3 clusters Score -7419522 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 64293 members 
Entering Unmasked Estep 
Score: -7419559.500000 Penalty: 5498.973633
	Iteration 20F: 3 clusters Score -7419560 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
Score: -7419588.000000 Penalty: 5498.973633
	Iteration 21Q: 3 clusters Score -7419588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 64364 members 
Entering Unmasked Estep 
Score: -7419594.500000 Penalty: 5498.973633
	Iteration 22Q: 3 clusters Score -7419594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 64380 members 
Entering Unmasked Estep 
Score: -7419607.500000 Penalty: 5498.973633
	Iteration 23Q: 3 clusters Score -7419608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 64394 members 
Entering Unmasked Estep 
Score: -7419621.000000 Penalty: 5498.973633
	Iteration 24Q: 3 clusters Score -7419621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 64408 members 
Entering Unmasked Estep 
Score: -7419632.000000 Penalty: 5498.973633
	Iteration 25Q: 3 clusters Score -7419632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -7419633.000000 Penalty: 5498.973633
	Iteration 26Q: 3 clusters Score -7419633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 64420 members 
Entering Unmasked Estep 
Score: -7419635.500000 Penalty: 5498.973633
	Iteration 27Q: 3 clusters Score -7419636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 64427 members 
Entering Unmasked Estep 
Score: -7419643.000000 Penalty: 5498.973633
	Iteration 28Q: 3 clusters Score -7419643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 64431 members 
Entering Unmasked Estep 
Score: -7419643.000000 Penalty: 5498.973633
	Iteration 29Q: 3 clusters Score -7419643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 64436 members 
Entering Unmasked Estep 
Score: -7419640.000000 Penalty: 5498.973633
	Iteration 30Q: 3 clusters Score -7419640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 64441 members 
Entering Unmasked Estep 
Score: -7419643.000000 Penalty: 5498.973633
	Iteration 31Q: 3 clusters Score -7419643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 64448 members 
Entering Unmasked Estep 
Score: -7419644.000000 Penalty: 5498.973633
	Iteration 32Q: 3 clusters Score -7419644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 64450 members 
Entering Unmasked Estep 
Score: -7419655.500000 Penalty: 5498.973633
	Iteration 33Q: 3 clusters Score -7419656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 64457 members 
Entering Unmasked Estep 
Score: -7419657.500000 Penalty: 5498.973633
	Iteration 34Q: 3 clusters Score -7419658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 64464 members 
Entering Unmasked Estep 
Score: -7419656.000000 Penalty: 5498.973633
	Iteration 35Q: 3 clusters Score -7419656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 64470 members 
Entering Unmasked Estep 
Score: -7419661.500000 Penalty: 5498.973633
	Iteration 36Q: 3 clusters Score -7419662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 64473 members 
Entering Unmasked Estep 
Score: -7419657.000000 Penalty: 5498.973633
	Iteration 37Q: 3 clusters Score -7419657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 64477 members 
Entering Unmasked Estep 
Score: -7419662.000000 Penalty: 5498.973633
	Iteration 38Q: 3 clusters Score -7419662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 64483 members 
Entering Unmasked Estep 
Score: -7419667.000000 Penalty: 5498.973633
	Iteration 39Q: 3 clusters Score -7419667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
Score: -7419672.500000 Penalty: 5498.973633
	Iteration 40F: 3 clusters Score -7419672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 64496 members 
Entering Unmasked Estep 
Score: -7419679.000000 Penalty: 5498.973633
	Iteration 41Q: 3 clusters Score -7419679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 64504 members 
Entering Unmasked Estep 
Score: -7419677.000000 Penalty: 5498.973633
	Iteration 42Q: 3 clusters Score -7419677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 64509 members 
Entering Unmasked Estep 
Score: -7419682.000000 Penalty: 5498.973633
	Iteration 43Q: 3 clusters Score -7419682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 64510 members 
Entering Unmasked Estep 
Score: -7419683.500000 Penalty: 5498.973633
	Iteration 44Q: 3 clusters Score -7419684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 64512 members 
Entering Unmasked Estep 
Score: -7419683.500000 Penalty: 5498.973633
	Iteration 45Q: 3 clusters Score -7419684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 64513 members 
Entering Unmasked Estep 
Score: -7419685.500000 Penalty: 5498.973633
	Iteration 46Q: 3 clusters Score -7419686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 64512 members 
Entering Unmasked Estep 
Score: -7419687.000000 Penalty: 5498.973633
	Iteration 47Q: 3 clusters Score -7419687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 64512 members 
Entering Unmasked Estep 
Score: -7419687.000000 Penalty: 5498.973633
	Iteration 48F: 3 clusters Score -7419687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Entering Unmasked Estep 
Score: -3162548.500000 Penalty: 2519.485107
	Iteration 0F: 2 clusters Score -3162548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -3144700.250000 Penalty: 5038.970215
	Iteration 0F: 3 clusters Score -3144700 nChanged 11605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -3151379.250000 Penalty: 5038.970215
	Iteration 1F: 3 clusters Score -3151379 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -3152136.250000 Penalty: 5038.970215
	Iteration 2F: 3 clusters Score -3152136 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -3153006.500000 Penalty: 5038.970215
	Iteration 3F: 3 clusters Score -3153006 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -3153956.500000 Penalty: 5038.970215
	Iteration 4F: 3 clusters Score -3153956 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -3155040.500000 Penalty: 5038.970215
	Iteration 5F: 3 clusters Score -3155040 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -3156159.250000 Penalty: 5038.970215
	Iteration 6F: 3 clusters Score -3156159 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -3157249.250000 Penalty: 5038.970215
	Iteration 7F: 3 clusters Score -3157249 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -3158224.000000 Penalty: 5038.970215
	Iteration 8Q: 3 clusters Score -3158224 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -3159095.000000 Penalty: 5038.970215
	Iteration 9Q: 3 clusters Score -3159095 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3159682.750000 Penalty: 5038.970215
	Iteration 10Q: 3 clusters Score -3159683 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3160011.500000 Penalty: 5038.970215
	Iteration 11Q: 3 clusters Score -3160012 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3160162.250000 Penalty: 5038.970215
	Iteration 12Q: 3 clusters Score -3160162 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3160280.500000 Penalty: 5038.970215
	Iteration 13Q: 3 clusters Score -3160280 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3160343.000000 Penalty: 5038.970215
	Iteration 14Q: 3 clusters Score -3160343 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3160406.250000 Penalty: 5038.970215
	Iteration 15Q: 3 clusters Score -3160406 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3160455.000000 Penalty: 5038.970215
	Iteration 16Q: 3 clusters Score -3160455 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3160489.500000 Penalty: 5038.970215
	Iteration 17Q: 3 clusters Score -3160490 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3160518.000000 Penalty: 5038.970215
	Iteration 18Q: 3 clusters Score -3160518 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3160554.750000 Penalty: 5038.970215
	Iteration 19Q: 3 clusters Score -3160555 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3160565.000000 Penalty: 5038.970215
	Iteration 20F: 3 clusters Score -3160565 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3160592.750000 Penalty: 5038.970215
	Iteration 21Q: 3 clusters Score -3160593 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3160619.750000 Penalty: 5038.970215
	Iteration 22Q: 3 clusters Score -3160620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3160636.000000 Penalty: 5038.970215
	Iteration 23Q: 3 clusters Score -3160636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3160634.500000 Penalty: 5038.970215
	Iteration 24Q: 3 clusters Score -3160634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3160634.000000 Penalty: 5038.970215
	Iteration 25Q: 3 clusters Score -3160634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3160641.000000 Penalty: 5038.970215
	Iteration 26Q: 3 clusters Score -3160641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3160646.750000 Penalty: 5038.970215
	Iteration 27Q: 3 clusters Score -3160647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3160655.000000 Penalty: 5038.970215
	Iteration 28Q: 3 clusters Score -3160655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3160658.500000 Penalty: 5038.970215
	Iteration 29Q: 3 clusters Score -3160658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3160657.000000 Penalty: 5038.970215
	Iteration 30Q: 3 clusters Score -3160657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3160661.000000 Penalty: 5038.970215
	Iteration 31Q: 3 clusters Score -3160661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3160667.750000 Penalty: 5038.970215
	Iteration 32Q: 3 clusters Score -3160668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3160671.500000 Penalty: 5038.970215
	Iteration 33Q: 3 clusters Score -3160672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3160672.750000 Penalty: 5038.970215
	Iteration 34Q: 3 clusters Score -3160673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3160678.000000 Penalty: 5038.970215
	Iteration 35Q: 3 clusters Score -3160678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3160674.500000 Penalty: 5038.970215
	Iteration 36Q: 3 clusters Score -3160674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3160674.500000 Penalty: 5038.970215
	Iteration 37Q: 3 clusters Score -3160674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3160672.250000 Penalty: 5038.970215
	Iteration 38Q: 3 clusters Score -3160672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3160678.250000 Penalty: 5038.970215
	Iteration 39Q: 3 clusters Score -3160678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3160679.500000 Penalty: 5038.970215
	Iteration 40F: 3 clusters Score -3160680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3160681.750000 Penalty: 5038.970215
	Iteration 41Q: 3 clusters Score -3160682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3160682.500000 Penalty: 5038.970215
	Iteration 42Q: 3 clusters Score -3160682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3160681.000000 Penalty: 5038.970215
	Iteration 43Q: 3 clusters Score -3160681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3160681.000000 Penalty: 5038.970215
	Iteration 44F: 3 clusters Score -3160681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Entering Unmasked Estep 
Score: -3712569.500000 Penalty: 2559.431396
	Iteration 0F: 2 clusters Score -3712570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -3691867.250000 Penalty: 5118.862793
	Iteration 0F: 3 clusters Score -3691867 nChanged 13602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -3699287.250000 Penalty: 5118.862793
	Iteration 1F: 3 clusters Score -3699287 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -3699739.500000 Penalty: 5118.862793
	Iteration 2Q: 3 clusters Score -3699740 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -3700151.000000 Penalty: 5118.862793
	Iteration 3Q: 3 clusters Score -3700151 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -3700500.250000 Penalty: 5118.862793
	Iteration 4Q: 3 clusters Score -3700500 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -3700982.250000 Penalty: 5118.862793
	Iteration 5Q: 3 clusters Score -3700982 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -3701762.250000 Penalty: 5118.862793
	Iteration 6Q: 3 clusters Score -3701762 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -3702845.750000 Penalty: 5118.862793
	Iteration 7F: 3 clusters Score -3702846 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -3704379.250000 Penalty: 5118.862793
	Iteration 8F: 3 clusters Score -3704379 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3706101.000000 Penalty: 5118.862793
	Iteration 9F: 3 clusters Score -3706101 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -3707679.250000 Penalty: 5118.862793
	Iteration 10F: 3 clusters Score -3707679 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3708841.500000 Penalty: 5118.862793
	Iteration 11Q: 3 clusters Score -3708842 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3709550.250000 Penalty: 5118.862793
	Iteration 12Q: 3 clusters Score -3709550 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3709907.500000 Penalty: 5118.862793
	Iteration 13Q: 3 clusters Score -3709908 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3710068.750000 Penalty: 5118.862793
	Iteration 14Q: 3 clusters Score -3710069 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3710157.500000 Penalty: 5118.862793
	Iteration 15Q: 3 clusters Score -3710158 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3710216.750000 Penalty: 5118.862793
	Iteration 16Q: 3 clusters Score -3710217 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3710258.250000 Penalty: 5118.862793
	Iteration 17Q: 3 clusters Score -3710258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3710276.750000 Penalty: 5118.862793
	Iteration 18Q: 3 clusters Score -3710277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3710292.000000 Penalty: 5118.862793
	Iteration 19Q: 3 clusters Score -3710292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3710297.000000 Penalty: 5118.862793
	Iteration 20F: 3 clusters Score -3710297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Entering Unmasked Estep 
Score: -4756704.000000 Penalty: 2620.801025
	Iteration 0F: 2 clusters Score -4756704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -4730510.000000 Penalty: 5241.602051
	Iteration 0F: 3 clusters Score -4730510 nChanged 17615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -4740315.500000 Penalty: 5241.602051
	Iteration 1F: 3 clusters Score -4740316 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -4741195.500000 Penalty: 5241.602051
	Iteration 2F: 3 clusters Score -4741196 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -4742388.000000 Penalty: 5241.602051
	Iteration 3F: 3 clusters Score -4742388 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -4744066.000000 Penalty: 5241.602051
	Iteration 4F: 3 clusters Score -4744066 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -4745956.500000 Penalty: 5241.602051
	Iteration 5F: 3 clusters Score -4745956 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -4747502.500000 Penalty: 5241.602051
	Iteration 6F: 3 clusters Score -4747502 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -4748520.000000 Penalty: 5241.602051
	Iteration 7F: 3 clusters Score -4748520 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -4749133.500000 Penalty: 5241.602051
	Iteration 8Q: 3 clusters Score -4749134 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -4749498.000000 Penalty: 5241.602051
	Iteration 9Q: 3 clusters Score -4749498 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -4749785.500000 Penalty: 5241.602051
	Iteration 10Q: 3 clusters Score -4749786 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -4750011.500000 Penalty: 5241.602051
	Iteration 11Q: 3 clusters Score -4750012 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -4750255.000000 Penalty: 5241.602051
	Iteration 12Q: 3 clusters Score -4750255 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -4750501.500000 Penalty: 5241.602051
	Iteration 13Q: 3 clusters Score -4750502 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -4750791.500000 Penalty: 5241.602051
	Iteration 14Q: 3 clusters Score -4750792 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -4751070.000000 Penalty: 5241.602051
	Iteration 15Q: 3 clusters Score -4751070 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -4751442.000000 Penalty: 5241.602051
	Iteration 16Q: 3 clusters Score -4751442 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -4751836.000000 Penalty: 5241.602051
	Iteration 17Q: 3 clusters Score -4751836 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -4752298.500000 Penalty: 5241.602051
	Iteration 18Q: 3 clusters Score -4752298 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -4752741.500000 Penalty: 5241.602051
	Iteration 19Q: 3 clusters Score -4752742 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -4753179.000000 Penalty: 5241.602051
	Iteration 20F: 3 clusters Score -4753179 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -4753635.500000 Penalty: 5241.602051
	Iteration 21Q: 3 clusters Score -4753636 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -4754046.000000 Penalty: 5241.602051
	Iteration 22Q: 3 clusters Score -4754046 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -4754336.000000 Penalty: 5241.602051
	Iteration 23Q: 3 clusters Score -4754336 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -4754538.000000 Penalty: 5241.602051
	Iteration 24Q: 3 clusters Score -4754538 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -4754663.000000 Penalty: 5241.602051
	Iteration 25Q: 3 clusters Score -4754663 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -4754755.000000 Penalty: 5241.602051
	Iteration 26Q: 3 clusters Score -4754755 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -4754824.500000 Penalty: 5241.602051
	Iteration 27Q: 3 clusters Score -4754824 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -4754873.500000 Penalty: 5241.602051
	Iteration 28Q: 3 clusters Score -4754874 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -4754924.500000 Penalty: 5241.602051
	Iteration 29Q: 3 clusters Score -4754924 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -4754962.500000 Penalty: 5241.602051
	Iteration 30Q: 3 clusters Score -4754962 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -4755014.000000 Penalty: 5241.602051
	Iteration 31Q: 3 clusters Score -4755014 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -4755124.500000 Penalty: 5241.602051
	Iteration 32Q: 3 clusters Score -4755124 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -4755169.000000 Penalty: 5241.602051
	Iteration 33Q: 3 clusters Score -4755169 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -4755248.500000 Penalty: 5241.602051
	Iteration 34Q: 3 clusters Score -4755248 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -4755298.000000 Penalty: 5241.602051
	Iteration 35Q: 3 clusters Score -4755298 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -4755320.000000 Penalty: 5241.602051
	Iteration 36Q: 3 clusters Score -4755320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -4755345.500000 Penalty: 5241.602051
	Iteration 37Q: 3 clusters Score -4755346 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -4755362.000000 Penalty: 5241.602051
	Iteration 38Q: 3 clusters Score -4755362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -4755393.000000 Penalty: 5241.602051
	Iteration 39Q: 3 clusters Score -4755393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -4755406.500000 Penalty: 5241.602051
	Iteration 40F: 3 clusters Score -4755406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -4755430.000000 Penalty: 5241.602051
	Iteration 41Q: 3 clusters Score -4755430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -4755447.000000 Penalty: 5241.602051
	Iteration 42Q: 3 clusters Score -4755447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -4755447.500000 Penalty: 5241.602051
	Iteration 43Q: 3 clusters Score -4755448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -4755463.500000 Penalty: 5241.602051
	Iteration 44Q: 3 clusters Score -4755464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -4755467.000000 Penalty: 5241.602051
	Iteration 45Q: 3 clusters Score -4755467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -4755473.000000 Penalty: 5241.602051
	Iteration 46Q: 3 clusters Score -4755473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -4755478.500000 Penalty: 5241.602051
	Iteration 47Q: 3 clusters Score -4755478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -4755475.000000 Penalty: 5241.602051
	Iteration 48Q: 3 clusters Score -4755475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -4755483.000000 Penalty: 5241.602051
	Iteration 49Q: 3 clusters Score -4755483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -4755492.000000 Penalty: 5241.602051
	Iteration 50Q: 3 clusters Score -4755492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -4755497.000000 Penalty: 5241.602051
	Iteration 51Q: 3 clusters Score -4755497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -4755511.500000 Penalty: 5241.602051
	Iteration 52Q: 3 clusters Score -4755512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -4755513.000000 Penalty: 5241.602051
	Iteration 53Q: 3 clusters Score -4755513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -4755522.500000 Penalty: 5241.602051
	Iteration 54Q: 3 clusters Score -4755522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -4755521.500000 Penalty: 5241.602051
	Iteration 55Q: 3 clusters Score -4755522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -4755541.000000 Penalty: 5241.602051
	Iteration 56Q: 3 clusters Score -4755541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -4755547.500000 Penalty: 5241.602051
	Iteration 57Q: 3 clusters Score -4755548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -4755547.000000 Penalty: 5241.602051
	Iteration 58Q: 3 clusters Score -4755547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -4755540.500000 Penalty: 5241.602051
	Iteration 59Q: 3 clusters Score -4755540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -4755544.500000 Penalty: 5241.602051
	Iteration 60F: 3 clusters Score -4755544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -4755545.000000 Penalty: 5241.602051
	Iteration 61Q: 3 clusters Score -4755545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -4755545.000000 Penalty: 5241.602051
	Iteration 62F: 3 clusters Score -4755545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Entering Unmasked Estep 
Score: -1347432.250000 Penalty: 2310.135010
	Iteration 0F: 2 clusters Score -1347432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1338992.250000 Penalty: 4620.270020
	Iteration 0F: 3 clusters Score -1338992 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1341620.375000 Penalty: 4620.270020
	Iteration 1F: 3 clusters Score -1341620 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1342148.375000 Penalty: 4620.270020
	Iteration 2F: 3 clusters Score -1342148 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1342705.250000 Penalty: 4620.270020
	Iteration 3F: 3 clusters Score -1342705 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1343264.250000 Penalty: 4620.270020
	Iteration 4F: 3 clusters Score -1343264 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1343735.250000 Penalty: 4620.270020
	Iteration 5F: 3 clusters Score -1343735 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1344135.125000 Penalty: 4620.270020
	Iteration 6F: 3 clusters Score -1344135 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1344464.375000 Penalty: 4620.270020
	Iteration 7Q: 3 clusters Score -1344464 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1344755.375000 Penalty: 4620.270020
	Iteration 8Q: 3 clusters Score -1344755 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1344968.500000 Penalty: 4620.270020
	Iteration 9Q: 3 clusters Score -1344968 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1345147.125000 Penalty: 4620.270020
	Iteration 10Q: 3 clusters Score -1345147 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1345281.500000 Penalty: 4620.270020
	Iteration 11Q: 3 clusters Score -1345282 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1345376.125000 Penalty: 4620.270020
	Iteration 12Q: 3 clusters Score -1345376 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1345430.750000 Penalty: 4620.270020
	Iteration 13Q: 3 clusters Score -1345431 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1345465.000000 Penalty: 4620.270020
	Iteration 14Q: 3 clusters Score -1345465 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1345479.000000 Penalty: 4620.270020
	Iteration 15Q: 3 clusters Score -1345479 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1345493.500000 Penalty: 4620.270020
	Iteration 16Q: 3 clusters Score -1345494 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1345511.500000 Penalty: 4620.270020
	Iteration 17Q: 3 clusters Score -1345512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1345527.625000 Penalty: 4620.270020
	Iteration 18Q: 3 clusters Score -1345528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1345546.250000 Penalty: 4620.270020
	Iteration 19Q: 3 clusters Score -1345546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1345567.000000 Penalty: 4620.270020
	Iteration 20F: 3 clusters Score -1345567 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1345594.125000 Penalty: 4620.270020
	Iteration 21Q: 3 clusters Score -1345594 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1345615.000000 Penalty: 4620.270020
	Iteration 22Q: 3 clusters Score -1345615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1345635.125000 Penalty: 4620.270020
	Iteration 23Q: 3 clusters Score -1345635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1345648.500000 Penalty: 4620.270020
	Iteration 24Q: 3 clusters Score -1345648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1345655.375000 Penalty: 4620.270020
	Iteration 25Q: 3 clusters Score -1345655 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1345662.875000 Penalty: 4620.270020
	Iteration 26Q: 3 clusters Score -1345663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1345668.000000 Penalty: 4620.270020
	Iteration 27Q: 3 clusters Score -1345668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1345671.000000 Penalty: 4620.270020
	Iteration 28Q: 3 clusters Score -1345671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1345677.125000 Penalty: 4620.270020
	Iteration 29Q: 3 clusters Score -1345677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1345679.750000 Penalty: 4620.270020
	Iteration 30Q: 3 clusters Score -1345680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1345685.750000 Penalty: 4620.270020
	Iteration 31Q: 3 clusters Score -1345686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1345691.125000 Penalty: 4620.270020
	Iteration 32Q: 3 clusters Score -1345691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1345693.375000 Penalty: 4620.270020
	Iteration 33Q: 3 clusters Score -1345693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1345701.000000 Penalty: 4620.270020
	Iteration 34Q: 3 clusters Score -1345701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1345703.875000 Penalty: 4620.270020
	Iteration 35Q: 3 clusters Score -1345704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1345704.750000 Penalty: 4620.270020
	Iteration 36Q: 3 clusters Score -1345705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1345713.750000 Penalty: 4620.270020
	Iteration 37Q: 3 clusters Score -1345714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1345715.750000 Penalty: 4620.270020
	Iteration 38Q: 3 clusters Score -1345716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1345721.000000 Penalty: 4620.270020
	Iteration 39Q: 3 clusters Score -1345721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1345718.875000 Penalty: 4620.270020
	Iteration 40F: 3 clusters Score -1345719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1345721.000000 Penalty: 4620.270020
	Iteration 41Q: 3 clusters Score -1345721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1345724.375000 Penalty: 4620.270020
	Iteration 42Q: 3 clusters Score -1345724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1345725.500000 Penalty: 4620.270020
	Iteration 43Q: 3 clusters Score -1345726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1345726.375000 Penalty: 4620.270020
	Iteration 44Q: 3 clusters Score -1345726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1345727.250000 Penalty: 4620.270020
	Iteration 45Q: 3 clusters Score -1345727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1345728.125000 Penalty: 4620.270020
	Iteration 46Q: 3 clusters Score -1345728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1345727.875000 Penalty: 4620.270020
	Iteration 47Q: 3 clusters Score -1345728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1345727.875000 Penalty: 4620.270020
	Iteration 48F: 3 clusters Score -1345728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Entering Unmasked Estep 
Score: -2732175.750000 Penalty: 2485.957520
	Iteration 0F: 2 clusters Score -2732176 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 11351 members 
Entering Unmasked Estep 
Score: -2716617.000000 Penalty: 4971.915039
	Iteration 0F: 3 clusters Score -2716617 nChanged 9919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2721723.250000 Penalty: 4971.915039
	Iteration 1F: 3 clusters Score -2721723 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2722177.250000 Penalty: 4971.915039
	Iteration 2F: 3 clusters Score -2722177 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2722598.750000 Penalty: 4971.915039
	Iteration 3Q: 3 clusters Score -2722599 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2723031.500000 Penalty: 4971.915039
	Iteration 4Q: 3 clusters Score -2723032 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2723475.500000 Penalty: 4971.915039
	Iteration 5Q: 3 clusters Score -2723476 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2723941.000000 Penalty: 4971.915039
	Iteration 6Q: 3 clusters Score -2723941 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2724469.000000 Penalty: 4971.915039
	Iteration 7Q: 3 clusters Score -2724469 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2725120.750000 Penalty: 4971.915039
	Iteration 8Q: 3 clusters Score -2725121 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2725891.250000 Penalty: 4971.915039
	Iteration 9F: 3 clusters Score -2725891 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2726729.250000 Penalty: 4971.915039
	Iteration 10F: 3 clusters Score -2726729 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2727606.250000 Penalty: 4971.915039
	Iteration 11F: 3 clusters Score -2727606 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2728364.000000 Penalty: 4971.915039
	Iteration 12Q: 3 clusters Score -2728364 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2728909.750000 Penalty: 4971.915039
	Iteration 13Q: 3 clusters Score -2728910 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -2729316.500000 Penalty: 4971.915039
	Iteration 14Q: 3 clusters Score -2729316 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -2729591.750000 Penalty: 4971.915039
	Iteration 15Q: 3 clusters Score -2729592 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -2729751.750000 Penalty: 4971.915039
	Iteration 16Q: 3 clusters Score -2729752 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2729850.750000 Penalty: 4971.915039
	Iteration 17Q: 3 clusters Score -2729851 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -2729912.000000 Penalty: 4971.915039
	Iteration 18Q: 3 clusters Score -2729912 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -2729951.500000 Penalty: 4971.915039
	Iteration 19Q: 3 clusters Score -2729952 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -2729980.250000 Penalty: 4971.915039
	Iteration 20F: 3 clusters Score -2729980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -2730010.000000 Penalty: 4971.915039
	Iteration 21Q: 3 clusters Score -2730010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -2730036.000000 Penalty: 4971.915039
	Iteration 22Q: 3 clusters Score -2730036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2730047.250000 Penalty: 4971.915039
	Iteration 23Q: 3 clusters Score -2730047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -2730050.000000 Penalty: 4971.915039
	Iteration 24Q: 3 clusters Score -2730050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -2730060.750000 Penalty: 4971.915039
	Iteration 25Q: 3 clusters Score -2730061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -2730067.000000 Penalty: 4971.915039
	Iteration 26Q: 3 clusters Score -2730067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -2730069.500000 Penalty: 4971.915039
	Iteration 27Q: 3 clusters Score -2730070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -2730069.000000 Penalty: 4971.915039
	Iteration 28Q: 3 clusters Score -2730069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -2730072.250000 Penalty: 4971.915039
	Iteration 29Q: 3 clusters Score -2730072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -2730072.750000 Penalty: 4971.915039
	Iteration 30Q: 3 clusters Score -2730073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -2730072.500000 Penalty: 4971.915039
	Iteration 31Q: 3 clusters Score -2730072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2730073.750000 Penalty: 4971.915039
	Iteration 32Q: 3 clusters Score -2730074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2730073.750000 Penalty: 4971.915039
	Iteration 33F: 3 clusters Score -2730074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Entering Unmasked Estep 
Score: -3596956.000000 Penalty: 2549.092041
	Iteration 0F: 2 clusters Score -3596956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -3576926.000000 Penalty: 5098.184082
	Iteration 0F: 3 clusters Score -3576926 nChanged 13156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -3583979.750000 Penalty: 5098.184082
	Iteration 1F: 3 clusters Score -3583980 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -3584367.750000 Penalty: 5098.184082
	Iteration 2Q: 3 clusters Score -3584368 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3584721.750000 Penalty: 5098.184082
	Iteration 3Q: 3 clusters Score -3584722 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -3585029.000000 Penalty: 5098.184082
	Iteration 4Q: 3 clusters Score -3585029 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -3585320.500000 Penalty: 5098.184082
	Iteration 5Q: 3 clusters Score -3585320 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -3585630.500000 Penalty: 5098.184082
	Iteration 6Q: 3 clusters Score -3585630 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -3585896.500000 Penalty: 5098.184082
	Iteration 7Q: 3 clusters Score -3585896 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -3586185.500000 Penalty: 5098.184082
	Iteration 8Q: 3 clusters Score -3586186 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -3586528.250000 Penalty: 5098.184082
	Iteration 9Q: 3 clusters Score -3586528 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -3586926.500000 Penalty: 5098.184082
	Iteration 10Q: 3 clusters Score -3586926 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -3587417.250000 Penalty: 5098.184082
	Iteration 11Q: 3 clusters Score -3587417 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -3588122.500000 Penalty: 5098.184082
	Iteration 12Q: 3 clusters Score -3588122 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -3588977.250000 Penalty: 5098.184082
	Iteration 13Q: 3 clusters Score -3588977 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -3590005.750000 Penalty: 5098.184082
	Iteration 14F: 3 clusters Score -3590006 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -3591133.500000 Penalty: 5098.184082
	Iteration 15F: 3 clusters Score -3591134 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -3592091.000000 Penalty: 5098.184082
	Iteration 16Q: 3 clusters Score -3592091 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3592866.250000 Penalty: 5098.184082
	Iteration 17Q: 3 clusters Score -3592866 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3593470.250000 Penalty: 5098.184082
	Iteration 18Q: 3 clusters Score -3593470 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3593908.250000 Penalty: 5098.184082
	Iteration 19Q: 3 clusters Score -3593908 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3594211.250000 Penalty: 5098.184082
	Iteration 20F: 3 clusters Score -3594211 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3594406.000000 Penalty: 5098.184082
	Iteration 21Q: 3 clusters Score -3594406 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3594536.750000 Penalty: 5098.184082
	Iteration 22Q: 3 clusters Score -3594537 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3594588.500000 Penalty: 5098.184082
	Iteration 23Q: 3 clusters Score -3594588 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3594629.250000 Penalty: 5098.184082
	Iteration 24Q: 3 clusters Score -3594629 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3594657.750000 Penalty: 5098.184082
	Iteration 25Q: 3 clusters Score -3594658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3594685.250000 Penalty: 5098.184082
	Iteration 26Q: 3 clusters Score -3594685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3594709.500000 Penalty: 5098.184082
	Iteration 27Q: 3 clusters Score -3594710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3594718.750000 Penalty: 5098.184082
	Iteration 28Q: 3 clusters Score -3594719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3594745.250000 Penalty: 5098.184082
	Iteration 29Q: 3 clusters Score -3594745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3594765.000000 Penalty: 5098.184082
	Iteration 30Q: 3 clusters Score -3594765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3594779.250000 Penalty: 5098.184082
	Iteration 31Q: 3 clusters Score -3594779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3594794.000000 Penalty: 5098.184082
	Iteration 32Q: 3 clusters Score -3594794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3594799.250000 Penalty: 5098.184082
	Iteration 33Q: 3 clusters Score -3594799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3594806.500000 Penalty: 5098.184082
	Iteration 34Q: 3 clusters Score -3594806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3594816.000000 Penalty: 5098.184082
	Iteration 35Q: 3 clusters Score -3594816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3594815.000000 Penalty: 5098.184082
	Iteration 36Q: 3 clusters Score -3594815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3594818.250000 Penalty: 5098.184082
	Iteration 37Q: 3 clusters Score -3594818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3594818.250000 Penalty: 5098.184082
	Iteration 38F: 3 clusters Score -3594818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (63594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63594 members 
Entering Unmasked Estep 
Score: -7787100.000000 Penalty: 2742.947998
	Iteration 0F: 2 clusters Score -7787100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -7744426.000000 Penalty: 5485.895996
	Iteration 0F: 3 clusters Score -7744426 nChanged 29587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -7761083.500000 Penalty: 5485.895996
	Iteration 1F: 3 clusters Score -7761084 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -7761936.000000 Penalty: 5485.895996
	Iteration 2Q: 3 clusters Score -7761936 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -7763106.000000 Penalty: 5485.895996
	Iteration 3Q: 3 clusters Score -7763106 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -7764575.500000 Penalty: 5485.895996
	Iteration 4F: 3 clusters Score -7764576 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -7766488.000000 Penalty: 5485.895996
	Iteration 5F: 3 clusters Score -7766488 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -7768737.000000 Penalty: 5485.895996
	Iteration 6F: 3 clusters Score -7768737 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -7771134.500000 Penalty: 5485.895996
	Iteration 7F: 3 clusters Score -7771134 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -7773411.000000 Penalty: 5485.895996
	Iteration 8F: 3 clusters Score -7773411 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -7775308.000000 Penalty: 5485.895996
	Iteration 9F: 3 clusters Score -7775308 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -7777135.500000 Penalty: 5485.895996
	Iteration 10Q: 3 clusters Score -7777136 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -7778746.000000 Penalty: 5485.895996
	Iteration 11Q: 3 clusters Score -7778746 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -7780309.500000 Penalty: 5485.895996
	Iteration 12Q: 3 clusters Score -7780310 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58265 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -7781550.500000 Penalty: 5485.895996
	Iteration 13Q: 3 clusters Score -7781550 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -7782539.000000 Penalty: 5485.895996
	Iteration 14Q: 3 clusters Score -7782539 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -7783227.000000 Penalty: 5485.895996
	Iteration 15Q: 3 clusters Score -7783227 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61495 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -7783731.500000 Penalty: 5485.895996
	Iteration 16Q: 3 clusters Score -7783732 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61948 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -7784064.000000 Penalty: 5485.895996
	Iteration 17Q: 3 clusters Score -7784064 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62274 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -7784290.000000 Penalty: 5485.895996
	Iteration 18Q: 3 clusters Score -7784290 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62472 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7784425.000000 Penalty: 5485.895996
	Iteration 19Q: 3 clusters Score -7784425 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7784528.500000 Penalty: 5485.895996
	Iteration 20F: 3 clusters Score -7784528 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62724 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7784584.000000 Penalty: 5485.895996
	Iteration 21Q: 3 clusters Score -7784584 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7784631.000000 Penalty: 5485.895996
	Iteration 22Q: 3 clusters Score -7784631 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -7784662.000000 Penalty: 5485.895996
	Iteration 23Q: 3 clusters Score -7784662 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62847 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7784667.500000 Penalty: 5485.895996
	Iteration 24Q: 3 clusters Score -7784668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62866 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7784683.000000 Penalty: 5485.895996
	Iteration 25Q: 3 clusters Score -7784683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62873 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7784679.000000 Penalty: 5485.895996
	Iteration 26Q: 3 clusters Score -7784679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7784699.000000 Penalty: 5485.895996
	Iteration 27Q: 3 clusters Score -7784699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62901 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7784717.000000 Penalty: 5485.895996
	Iteration 28Q: 3 clusters Score -7784717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62908 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7784724.000000 Penalty: 5485.895996
	Iteration 29Q: 3 clusters Score -7784724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62913 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7784722.500000 Penalty: 5485.895996
	Iteration 30Q: 3 clusters Score -7784722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7784719.500000 Penalty: 5485.895996
	Iteration 31Q: 3 clusters Score -7784720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62916 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7784719.000000 Penalty: 5485.895996
	Iteration 32Q: 3 clusters Score -7784719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62917 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -7784720.000000 Penalty: 5485.895996
	Iteration 33Q: 3 clusters Score -7784720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62918 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7784717.000000 Penalty: 5485.895996
	Iteration 34Q: 3 clusters Score -7784717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62918 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7784717.000000 Penalty: 5485.895996
	Iteration 35F: 3 clusters Score -7784717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (129143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129143 members 
Entering Unmasked Estep 
Score: -15777042.000000 Penalty: 2918.631592
	Iteration 0F: 2 clusters Score -1.577704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64672 members 
Mstep: Class 2 contains 64471 members 
Entering Unmasked Estep 
Score: -15691015.000000 Penalty: 5837.263184
	Iteration 0F: 3 clusters Score -1.569102e+07 nChanged 61410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65344 members 
Mstep: Class 2 contains 63799 members 
Entering Unmasked Estep 
Score: -15725908.000000 Penalty: 5837.263184
	Iteration 1F: 3 clusters Score -1.572591e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65606 members 
Mstep: Class 2 contains 63537 members 
Entering Unmasked Estep 
Score: -15726640.000000 Penalty: 5837.263184
	Iteration 2Q: 3 clusters Score -1.572664e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66061 members 
Mstep: Class 2 contains 63082 members 
Entering Unmasked Estep 
Score: -15727664.000000 Penalty: 5837.263184
	Iteration 3Q: 3 clusters Score -1.572766e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66814 members 
Mstep: Class 2 contains 62329 members 
Entering Unmasked Estep 
Score: -15728948.000000 Penalty: 5837.263184
	Iteration 4Q: 3 clusters Score -1.572895e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68106 members 
Mstep: Class 2 contains 61037 members 
Entering Unmasked Estep 
Score: -15730306.000000 Penalty: 5837.263184
	Iteration 5Q: 3 clusters Score -1.573031e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70100 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -15732373.000000 Penalty: 5837.263184
	Iteration 6Q: 3 clusters Score -1.573237e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73082 members 
Mstep: Class 2 contains 56061 members 
Entering Unmasked Estep 
Score: -15734711.000000 Penalty: 5837.263184
	Iteration 7Q: 3 clusters Score -1.573471e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77495 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -15737625.000000 Penalty: 5837.263184
	Iteration 8Q: 3 clusters Score -1.573762e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83368 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -15741442.000000 Penalty: 5837.263184
	Iteration 9F: 3 clusters Score -1.574144e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90718 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -15746478.000000 Penalty: 5837.263184
	Iteration 10F: 3 clusters Score -1.574648e+07 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99042 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -15752654.000000 Penalty: 5837.263184
	Iteration 11F: 3 clusters Score -1.575265e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107129 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -15759197.000000 Penalty: 5837.263184
	Iteration 12F: 3 clusters Score -1.57592e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113865 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -15765125.000000 Penalty: 5837.263184
	Iteration 13F: 3 clusters Score -1.576512e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118637 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -15769531.000000 Penalty: 5837.263184
	Iteration 14Q: 3 clusters Score -1.576953e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121523 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -15772342.000000 Penalty: 5837.263184
	Iteration 15Q: 3 clusters Score -1.577234e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123167 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -15774005.000000 Penalty: 5837.263184
	Iteration 16Q: 3 clusters Score -1.5774e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124074 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -15774982.000000 Penalty: 5837.263184
	Iteration 17Q: 3 clusters Score -1.577498e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124673 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -15775626.000000 Penalty: 5837.263184
	Iteration 18Q: 3 clusters Score -1.577563e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125056 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -15775919.000000 Penalty: 5837.263184
	Iteration 19Q: 3 clusters Score -1.577592e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125350 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -15776126.000000 Penalty: 5837.263184
	Iteration 20F: 3 clusters Score -1.577613e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125529 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -15776284.000000 Penalty: 5837.263184
	Iteration 21Q: 3 clusters Score -1.577628e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125647 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -15776410.000000 Penalty: 5837.263184
	Iteration 22Q: 3 clusters Score -1.577641e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125748 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -15776492.000000 Penalty: 5837.263184
	Iteration 23Q: 3 clusters Score -1.577649e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125831 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -15776552.000000 Penalty: 5837.263184
	Iteration 24Q: 3 clusters Score -1.577655e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125896 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -15776571.000000 Penalty: 5837.263184
	Iteration 25Q: 3 clusters Score -1.577657e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125936 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -15776614.000000 Penalty: 5837.263184
	Iteration 26Q: 3 clusters Score -1.577661e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125956 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -15776599.000000 Penalty: 5837.263184
	Iteration 27Q: 3 clusters Score -1.57766e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125975 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -15776578.000000 Penalty: 5837.263184
	Iteration 28Q: 3 clusters Score -1.577658e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125978 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -15776586.000000 Penalty: 5837.263184
	Iteration 29Q: 3 clusters Score -1.577659e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125987 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -15776596.000000 Penalty: 5837.263184
	Iteration 30Q: 3 clusters Score -1.57766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125996 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -15776592.000000 Penalty: 5837.263184
	Iteration 31Q: 3 clusters Score -1.577659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125999 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -15776594.000000 Penalty: 5837.263184
	Iteration 32Q: 3 clusters Score -1.577659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126003 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -15776591.000000 Penalty: 5837.263184
	Iteration 33Q: 3 clusters Score -1.577659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126007 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -15776589.000000 Penalty: 5837.263184
	Iteration 34Q: 3 clusters Score -1.577659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126012 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -15776592.000000 Penalty: 5837.263184
	Iteration 35Q: 3 clusters Score -1.577659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126014 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -15776593.000000 Penalty: 5837.263184
	Iteration 36Q: 3 clusters Score -1.577659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126016 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -15776597.000000 Penalty: 5837.263184
	Iteration 37Q: 3 clusters Score -1.57766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126018 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -15776598.000000 Penalty: 5837.263184
	Iteration 38Q: 3 clusters Score -1.57766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126020 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -15776593.000000 Penalty: 5837.263184
	Iteration 39Q: 3 clusters Score -1.577659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126022 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -15776598.000000 Penalty: 5837.263184
	Iteration 40F: 3 clusters Score -1.57766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Entering Unmasked Estep 
Score: -744467.875000 Penalty: 2171.774414
	Iteration 0F: 2 clusters Score -744467.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -739091.750000 Penalty: 4343.548828
	Iteration 0F: 3 clusters Score -739091.8 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -740492.687500 Penalty: 4343.548828
	Iteration 1F: 3 clusters Score -740492.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -740796.125000 Penalty: 4343.548828
	Iteration 2F: 3 clusters Score -740796.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -741070.625000 Penalty: 4343.548828
	Iteration 3F: 3 clusters Score -741070.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -741372.562500 Penalty: 4343.548828
	Iteration 4F: 3 clusters Score -741372.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -741705.750000 Penalty: 4343.548828
	Iteration 5F: 3 clusters Score -741705.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -742073.437500 Penalty: 4343.548828
	Iteration 6F: 3 clusters Score -742073.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -742395.687500 Penalty: 4343.548828
	Iteration 7F: 3 clusters Score -742395.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -742632.312500 Penalty: 4343.548828
	Iteration 8Q: 3 clusters Score -742632.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -742813.937500 Penalty: 4343.548828
	Iteration 9Q: 3 clusters Score -742813.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -742947.625000 Penalty: 4343.548828
	Iteration 10Q: 3 clusters Score -742947.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -743045.250000 Penalty: 4343.548828
	Iteration 11Q: 3 clusters Score -743045.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -743107.812500 Penalty: 4343.548828
	Iteration 12Q: 3 clusters Score -743107.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -743152.937500 Penalty: 4343.548828
	Iteration 13Q: 3 clusters Score -743152.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -743194.875000 Penalty: 4343.548828
	Iteration 14Q: 3 clusters Score -743194.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -743232.937500 Penalty: 4343.548828
	Iteration 15Q: 3 clusters Score -743232.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -743257.562500 Penalty: 4343.548828
	Iteration 16Q: 3 clusters Score -743257.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -743276.625000 Penalty: 4343.548828
	Iteration 17Q: 3 clusters Score -743276.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -743287.250000 Penalty: 4343.548828
	Iteration 18Q: 3 clusters Score -743287.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -743292.625000 Penalty: 4343.548828
	Iteration 19Q: 3 clusters Score -743292.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -743300.125000 Penalty: 4343.548828
	Iteration 20F: 3 clusters Score -743300.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -743304.437500 Penalty: 4343.548828
	Iteration 21Q: 3 clusters Score -743304.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -743308.312500 Penalty: 4343.548828
	Iteration 22Q: 3 clusters Score -743308.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -743312.875000 Penalty: 4343.548828
	Iteration 23Q: 3 clusters Score -743312.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -743316.625000 Penalty: 4343.548828
	Iteration 24Q: 3 clusters Score -743316.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -743317.750000 Penalty: 4343.548828
	Iteration 25Q: 3 clusters Score -743317.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -743321.125000 Penalty: 4343.548828
	Iteration 26Q: 3 clusters Score -743321.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -743321.562500 Penalty: 4343.548828
	Iteration 27Q: 3 clusters Score -743321.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -743323.625000 Penalty: 4343.548828
	Iteration 28Q: 3 clusters Score -743323.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -743324.312500 Penalty: 4343.548828
	Iteration 29Q: 3 clusters Score -743324.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -743324.500000 Penalty: 4343.548828
	Iteration 30Q: 3 clusters Score -743324.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -743324.500000 Penalty: 4343.548828
	Iteration 31F: 3 clusters Score -743324.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68501 members 
Entering Unmasked Estep 
Score: -8398225.000000 Penalty: 2761.381592
	Iteration 0F: 2 clusters Score -8398225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -8352336.500000 Penalty: 5522.763184
	Iteration 0F: 3 clusters Score -8352336 nChanged 32041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -8370193.000000 Penalty: 5522.763184
	Iteration 1F: 3 clusters Score -8370193 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -8370976.500000 Penalty: 5522.763184
	Iteration 2Q: 3 clusters Score -8370976 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -8371705.500000 Penalty: 5522.763184
	Iteration 3Q: 3 clusters Score -8371706 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -8372664.000000 Penalty: 5522.763184
	Iteration 4Q: 3 clusters Score -8372664 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -8373921.000000 Penalty: 5522.763184
	Iteration 5Q: 3 clusters Score -8373921 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -8375561.000000 Penalty: 5522.763184
	Iteration 6F: 3 clusters Score -8375561 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -8377515.000000 Penalty: 5522.763184
	Iteration 7F: 3 clusters Score -8377515 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -8379832.000000 Penalty: 5522.763184
	Iteration 8F: 3 clusters Score -8379832 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -8382508.500000 Penalty: 5522.763184
	Iteration 9F: 3 clusters Score -8382508 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 53469 members 
Entering Unmasked Estep 
Score: -8385225.500000 Penalty: 5522.763184
	Iteration 10F: 3 clusters Score -8385226 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 56772 members 
Entering Unmasked Estep 
Score: -8387802.000000 Penalty: 5522.763184
	Iteration 11F: 3 clusters Score -8387802 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 59567 members 
Entering Unmasked Estep 
Score: -8389956.000000 Penalty: 5522.763184
	Iteration 12Q: 3 clusters Score -8389956 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 61873 members 
Entering Unmasked Estep 
Score: -8391667.000000 Penalty: 5522.763184
	Iteration 13Q: 3 clusters Score -8391667 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 63621 members 
Entering Unmasked Estep 
Score: -8392941.000000 Penalty: 5522.763184
	Iteration 14Q: 3 clusters Score -8392941 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 64891 members 
Entering Unmasked Estep 
Score: -8393794.000000 Penalty: 5522.763184
	Iteration 15Q: 3 clusters Score -8393794 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 65793 members 
Entering Unmasked Estep 
Score: -8394407.000000 Penalty: 5522.763184
	Iteration 16Q: 3 clusters Score -8394407 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 66414 members 
Entering Unmasked Estep 
Score: -8394787.000000 Penalty: 5522.763184
	Iteration 17Q: 3 clusters Score -8394787 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 66819 members 
Entering Unmasked Estep 
Score: -8395086.000000 Penalty: 5522.763184
	Iteration 18Q: 3 clusters Score -8395086 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 67105 members 
Entering Unmasked Estep 
Score: -8395334.000000 Penalty: 5522.763184
	Iteration 19Q: 3 clusters Score -8395334 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 67310 members 
Entering Unmasked Estep 
Score: -8395483.000000 Penalty: 5522.763184
	Iteration 20F: 3 clusters Score -8395483 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 67446 members 
Entering Unmasked Estep 
Score: -8395566.000000 Penalty: 5522.763184
	Iteration 21Q: 3 clusters Score -8395566 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 67552 members 
Entering Unmasked Estep 
Score: -8395650.000000 Penalty: 5522.763184
	Iteration 22Q: 3 clusters Score -8395650 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 67633 members 
Entering Unmasked Estep 
Score: -8395736.000000 Penalty: 5522.763184
	Iteration 23Q: 3 clusters Score -8395736 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 67678 members 
Entering Unmasked Estep 
Score: -8395759.000000 Penalty: 5522.763184
	Iteration 24Q: 3 clusters Score -8395759 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 67717 members 
Entering Unmasked Estep 
Score: -8395794.000000 Penalty: 5522.763184
	Iteration 25Q: 3 clusters Score -8395794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 67745 members 
Entering Unmasked Estep 
Score: -8395830.000000 Penalty: 5522.763184
	Iteration 26Q: 3 clusters Score -8395830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 67762 members 
Entering Unmasked Estep 
Score: -8395837.000000 Penalty: 5522.763184
	Iteration 27Q: 3 clusters Score -8395837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 67775 members 
Entering Unmasked Estep 
Score: -8395851.000000 Penalty: 5522.763184
	Iteration 28Q: 3 clusters Score -8395851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 67789 members 
Entering Unmasked Estep 
Score: -8395854.000000 Penalty: 5522.763184
	Iteration 29Q: 3 clusters Score -8395854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 67799 members 
Entering Unmasked Estep 
Score: -8395868.000000 Penalty: 5522.763184
	Iteration 30Q: 3 clusters Score -8395868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 67806 members 
Entering Unmasked Estep 
Score: -8395872.000000 Penalty: 5522.763184
	Iteration 31Q: 3 clusters Score -8395872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 67812 members 
Entering Unmasked Estep 
Score: -8395874.000000 Penalty: 5522.763184
	Iteration 32Q: 3 clusters Score -8395874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 67817 members 
Entering Unmasked Estep 
Score: -8395878.000000 Penalty: 5522.763184
	Iteration 33Q: 3 clusters Score -8395878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 67825 members 
Entering Unmasked Estep 
Score: -8395889.000000 Penalty: 5522.763184
	Iteration 34Q: 3 clusters Score -8395889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 67835 members 
Entering Unmasked Estep 
Score: -8395892.000000 Penalty: 5522.763184
	Iteration 35Q: 3 clusters Score -8395892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 67843 members 
Entering Unmasked Estep 
Score: -8395894.000000 Penalty: 5522.763184
	Iteration 36Q: 3 clusters Score -8395894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 67854 members 
Entering Unmasked Estep 
Score: -8395902.000000 Penalty: 5522.763184
	Iteration 37Q: 3 clusters Score -8395902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 67864 members 
Entering Unmasked Estep 
Score: -8395912.000000 Penalty: 5522.763184
	Iteration 38Q: 3 clusters Score -8395912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 67870 members 
Entering Unmasked Estep 
Score: -8395919.000000 Penalty: 5522.763184
	Iteration 39Q: 3 clusters Score -8395919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 67872 members 
Entering Unmasked Estep 
Score: -8395927.000000 Penalty: 5522.763184
	Iteration 40F: 3 clusters Score -8395927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 67880 members 
Entering Unmasked Estep 
Score: -8395932.000000 Penalty: 5522.763184
	Iteration 41Q: 3 clusters Score -8395932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 67884 members 
Entering Unmasked Estep 
Score: -8395930.000000 Penalty: 5522.763184
	Iteration 42Q: 3 clusters Score -8395930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 67888 members 
Entering Unmasked Estep 
Score: -8395937.000000 Penalty: 5522.763184
	Iteration 43Q: 3 clusters Score -8395937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 67889 members 
Entering Unmasked Estep 
Score: -8395940.000000 Penalty: 5522.763184
	Iteration 44Q: 3 clusters Score -8395940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 67890 members 
Entering Unmasked Estep 
Score: -8395944.000000 Penalty: 5522.763184
	Iteration 45Q: 3 clusters Score -8395944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 67891 members 
Entering Unmasked Estep 
Score: -8395938.000000 Penalty: 5522.763184
	Iteration 46Q: 3 clusters Score -8395938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 67890 members 
Entering Unmasked Estep 
Score: -8395939.000000 Penalty: 5522.763184
	Iteration 47Q: 3 clusters Score -8395939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 67890 members 
Entering Unmasked Estep 
Score: -8395939.000000 Penalty: 5522.763184
	Iteration 48F: 3 clusters Score -8395939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Entering Unmasked Estep 
Score: -2261701.250000 Penalty: 2438.080811
	Iteration 0F: 2 clusters Score -2261701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2248604.250000 Penalty: 4876.161621
	Iteration 0F: 3 clusters Score -2248604 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2253025.250000 Penalty: 4876.161621
	Iteration 1F: 3 clusters Score -2253025 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2253557.250000 Penalty: 4876.161621
	Iteration 2F: 3 clusters Score -2253557 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2254013.500000 Penalty: 4876.161621
	Iteration 3F: 3 clusters Score -2254014 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2254538.000000 Penalty: 4876.161621
	Iteration 4F: 3 clusters Score -2254538 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2255125.250000 Penalty: 4876.161621
	Iteration 5F: 3 clusters Score -2255125 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -2255846.750000 Penalty: 4876.161621
	Iteration 6F: 3 clusters Score -2255847 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2256736.750000 Penalty: 4876.161621
	Iteration 7F: 3 clusters Score -2256737 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2257735.500000 Penalty: 4876.161621
	Iteration 8F: 3 clusters Score -2257736 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2258705.000000 Penalty: 4876.161621
	Iteration 9F: 3 clusters Score -2258705 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2259510.750000 Penalty: 4876.161621
	Iteration 10Q: 3 clusters Score -2259511 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2260092.250000 Penalty: 4876.161621
	Iteration 11Q: 3 clusters Score -2260092 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2260499.000000 Penalty: 4876.161621
	Iteration 12Q: 3 clusters Score -2260499 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2260726.750000 Penalty: 4876.161621
	Iteration 13Q: 3 clusters Score -2260727 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2260811.250000 Penalty: 4876.161621
	Iteration 14Q: 3 clusters Score -2260811 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2260852.250000 Penalty: 4876.161621
	Iteration 15Q: 3 clusters Score -2260852 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2260881.500000 Penalty: 4876.161621
	Iteration 16Q: 3 clusters Score -2260882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2260903.250000 Penalty: 4876.161621
	Iteration 17Q: 3 clusters Score -2260903 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2260928.250000 Penalty: 4876.161621
	Iteration 18Q: 3 clusters Score -2260928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -2260945.500000 Penalty: 4876.161621
	Iteration 19Q: 3 clusters Score -2260946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2260962.500000 Penalty: 4876.161621
	Iteration 20F: 3 clusters Score -2260962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2260969.250000 Penalty: 4876.161621
	Iteration 21Q: 3 clusters Score -2260969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2260971.000000 Penalty: 4876.161621
	Iteration 22Q: 3 clusters Score -2260971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2260976.000000 Penalty: 4876.161621
	Iteration 23Q: 3 clusters Score -2260976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2260980.500000 Penalty: 4876.161621
	Iteration 24Q: 3 clusters Score -2260980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2260992.000000 Penalty: 4876.161621
	Iteration 25Q: 3 clusters Score -2260992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2260997.250000 Penalty: 4876.161621
	Iteration 26Q: 3 clusters Score -2260997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2260999.000000 Penalty: 4876.161621
	Iteration 27Q: 3 clusters Score -2260999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2261001.250000 Penalty: 4876.161621
	Iteration 28Q: 3 clusters Score -2261001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2261002.000000 Penalty: 4876.161621
	Iteration 29Q: 3 clusters Score -2261002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2261002.250000 Penalty: 4876.161621
	Iteration 30Q: 3 clusters Score -2261002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2261004.000000 Penalty: 4876.161621
	Iteration 31Q: 3 clusters Score -2261004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2261000.250000 Penalty: 4876.161621
	Iteration 32Q: 3 clusters Score -2261000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2261000.250000 Penalty: 4876.161621
	Iteration 33F: 3 clusters Score -2261000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -13939.371094 Penalty: 1212.806519
	Iteration 0F: 2 clusters Score -13939.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12955.107422 Penalty: 2425.613037
	Iteration 0F: 3 clusters Score -12955.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12976.707031 Penalty: 2425.613037
	Iteration 1Q: 3 clusters Score -12976.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12985.264648 Penalty: 2425.613037
	Iteration 2Q: 3 clusters Score -12985.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12985.264648 Penalty: 2425.613037
	Iteration 3F: 3 clusters Score -12985.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Entering Unmasked Estep 
Score: -883437.125000 Penalty: 2207.031738
	Iteration 0F: 2 clusters Score -883437.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -877446.312500 Penalty: 4414.063477
	Iteration 0F: 3 clusters Score -877446.3 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -878982.500000 Penalty: 4414.063477
	Iteration 1F: 3 clusters Score -878982.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -879222.187500 Penalty: 4414.063477
	Iteration 2F: 3 clusters Score -879222.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -879404.000000 Penalty: 4414.063477
	Iteration 3Q: 3 clusters Score -879404 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -879556.937500 Penalty: 4414.063477
	Iteration 4Q: 3 clusters Score -879556.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -879682.875000 Penalty: 4414.063477
	Iteration 5Q: 3 clusters Score -879682.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -879826.312500 Penalty: 4414.063477
	Iteration 6Q: 3 clusters Score -879826.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -879971.000000 Penalty: 4414.063477
	Iteration 7Q: 3 clusters Score -879971 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -880109.937500 Penalty: 4414.063477
	Iteration 8Q: 3 clusters Score -880109.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -880267.562500 Penalty: 4414.063477
	Iteration 9Q: 3 clusters Score -880267.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -880412.125000 Penalty: 4414.063477
	Iteration 10Q: 3 clusters Score -880412.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -880574.875000 Penalty: 4414.063477
	Iteration 11Q: 3 clusters Score -880574.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -880733.312500 Penalty: 4414.063477
	Iteration 12Q: 3 clusters Score -880733.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -880883.000000 Penalty: 4414.063477
	Iteration 13Q: 3 clusters Score -880883 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -880997.062500 Penalty: 4414.063477
	Iteration 14Q: 3 clusters Score -880997.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -881072.000000 Penalty: 4414.063477
	Iteration 15Q: 3 clusters Score -881072 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -881124.500000 Penalty: 4414.063477
	Iteration 16Q: 3 clusters Score -881124.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -881176.937500 Penalty: 4414.063477
	Iteration 17Q: 3 clusters Score -881176.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -881229.250000 Penalty: 4414.063477
	Iteration 18Q: 3 clusters Score -881229.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -881296.375000 Penalty: 4414.063477
	Iteration 19Q: 3 clusters Score -881296.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -881337.250000 Penalty: 4414.063477
	Iteration 20F: 3 clusters Score -881337.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -881393.375000 Penalty: 4414.063477
	Iteration 21Q: 3 clusters Score -881393.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -881435.437500 Penalty: 4414.063477
	Iteration 22Q: 3 clusters Score -881435.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -881470.062500 Penalty: 4414.063477
	Iteration 23Q: 3 clusters Score -881470.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -881506.562500 Penalty: 4414.063477
	Iteration 24Q: 3 clusters Score -881506.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -881536.250000 Penalty: 4414.063477
	Iteration 25Q: 3 clusters Score -881536.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -881552.875000 Penalty: 4414.063477
	Iteration 26Q: 3 clusters Score -881552.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -881569.937500 Penalty: 4414.063477
	Iteration 27Q: 3 clusters Score -881569.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -881585.562500 Penalty: 4414.063477
	Iteration 28Q: 3 clusters Score -881585.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -881606.125000 Penalty: 4414.063477
	Iteration 29Q: 3 clusters Score -881606.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -881630.250000 Penalty: 4414.063477
	Iteration 30Q: 3 clusters Score -881630.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -881647.625000 Penalty: 4414.063477
	Iteration 31Q: 3 clusters Score -881647.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -881659.812500 Penalty: 4414.063477
	Iteration 32Q: 3 clusters Score -881659.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -881669.812500 Penalty: 4414.063477
	Iteration 33Q: 3 clusters Score -881669.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -881678.937500 Penalty: 4414.063477
	Iteration 34Q: 3 clusters Score -881678.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -881682.875000 Penalty: 4414.063477
	Iteration 35Q: 3 clusters Score -881682.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -881689.750000 Penalty: 4414.063477
	Iteration 36Q: 3 clusters Score -881689.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -881689.687500 Penalty: 4414.063477
	Iteration 37Q: 3 clusters Score -881689.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -881692.187500 Penalty: 4414.063477
	Iteration 38Q: 3 clusters Score -881692.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -881693.562500 Penalty: 4414.063477
	Iteration 39Q: 3 clusters Score -881693.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -881696.687500 Penalty: 4414.063477
	Iteration 40F: 3 clusters Score -881696.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -881698.125000 Penalty: 4414.063477
	Iteration 41Q: 3 clusters Score -881698.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -881700.250000 Penalty: 4414.063477
	Iteration 42Q: 3 clusters Score -881700.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -881701.937500 Penalty: 4414.063477
	Iteration 43Q: 3 clusters Score -881701.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -881707.187500 Penalty: 4414.063477
	Iteration 44Q: 3 clusters Score -881707.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -881706.750000 Penalty: 4414.063477
	Iteration 45Q: 3 clusters Score -881706.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -881707.437500 Penalty: 4414.063477
	Iteration 46Q: 3 clusters Score -881707.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -881707.437500 Penalty: 4414.063477
	Iteration 47F: 3 clusters Score -881707.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Entering Unmasked Estep 
Score: -3886378.000000 Penalty: 2568.129150
	Iteration 0F: 2 clusters Score -3886378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3864746.000000 Penalty: 5136.258301
	Iteration 0F: 3 clusters Score -3864746 nChanged 14276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3872698.500000 Penalty: 5136.258301
	Iteration 1F: 3 clusters Score -3872698 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -3873295.750000 Penalty: 5136.258301
	Iteration 2F: 3 clusters Score -3873296 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -3873827.500000 Penalty: 5136.258301
	Iteration 3Q: 3 clusters Score -3873828 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -3874370.000000 Penalty: 5136.258301
	Iteration 4Q: 3 clusters Score -3874370 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -3875010.500000 Penalty: 5136.258301
	Iteration 5Q: 3 clusters Score -3875010 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3875743.000000 Penalty: 5136.258301
	Iteration 6Q: 3 clusters Score -3875743 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -3876638.750000 Penalty: 5136.258301
	Iteration 7Q: 3 clusters Score -3876639 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -3877623.750000 Penalty: 5136.258301
	Iteration 8F: 3 clusters Score -3877624 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -3878710.750000 Penalty: 5136.258301
	Iteration 9F: 3 clusters Score -3878711 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3879751.500000 Penalty: 5136.258301
	Iteration 10F: 3 clusters Score -3879752 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -3880580.500000 Penalty: 5136.258301
	Iteration 11Q: 3 clusters Score -3880580 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -3881197.500000 Penalty: 5136.258301
	Iteration 12Q: 3 clusters Score -3881198 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -3881616.250000 Penalty: 5136.258301
	Iteration 13Q: 3 clusters Score -3881616 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -3881919.250000 Penalty: 5136.258301
	Iteration 14Q: 3 clusters Score -3881919 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -3882161.000000 Penalty: 5136.258301
	Iteration 15Q: 3 clusters Score -3882161 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -3882394.750000 Penalty: 5136.258301
	Iteration 16Q: 3 clusters Score -3882395 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -3882546.750000 Penalty: 5136.258301
	Iteration 17Q: 3 clusters Score -3882547 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -3882701.000000 Penalty: 5136.258301
	Iteration 18Q: 3 clusters Score -3882701 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -3882808.500000 Penalty: 5136.258301
	Iteration 19Q: 3 clusters Score -3882808 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -3882910.250000 Penalty: 5136.258301
	Iteration 20F: 3 clusters Score -3882910 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -3883008.750000 Penalty: 5136.258301
	Iteration 21Q: 3 clusters Score -3883009 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -3883081.500000 Penalty: 5136.258301
	Iteration 22Q: 3 clusters Score -3883082 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -3883154.250000 Penalty: 5136.258301
	Iteration 23Q: 3 clusters Score -3883154 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -3883205.000000 Penalty: 5136.258301
	Iteration 24Q: 3 clusters Score -3883205 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -3883239.500000 Penalty: 5136.258301
	Iteration 25Q: 3 clusters Score -3883240 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -3883285.750000 Penalty: 5136.258301
	Iteration 26Q: 3 clusters Score -3883286 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -3883323.250000 Penalty: 5136.258301
	Iteration 27Q: 3 clusters Score -3883323 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -3883351.500000 Penalty: 5136.258301
	Iteration 28Q: 3 clusters Score -3883352 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -3883377.750000 Penalty: 5136.258301
	Iteration 29Q: 3 clusters Score -3883378 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -3883408.000000 Penalty: 5136.258301
	Iteration 30Q: 3 clusters Score -3883408 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -3883416.750000 Penalty: 5136.258301
	Iteration 31Q: 3 clusters Score -3883417 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -3883444.750000 Penalty: 5136.258301
	Iteration 32Q: 3 clusters Score -3883445 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -3883462.250000 Penalty: 5136.258301
	Iteration 33Q: 3 clusters Score -3883462 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -3883489.500000 Penalty: 5136.258301
	Iteration 34Q: 3 clusters Score -3883490 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -3883521.250000 Penalty: 5136.258301
	Iteration 35Q: 3 clusters Score -3883521 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -3883529.250000 Penalty: 5136.258301
	Iteration 36Q: 3 clusters Score -3883529 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -3883545.250000 Penalty: 5136.258301
	Iteration 37Q: 3 clusters Score -3883545 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -3883572.000000 Penalty: 5136.258301
	Iteration 38Q: 3 clusters Score -3883572 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -3883581.250000 Penalty: 5136.258301
	Iteration 39Q: 3 clusters Score -3883581 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -3883611.500000 Penalty: 5136.258301
	Iteration 40F: 3 clusters Score -3883612 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -3883606.750000 Penalty: 5136.258301
	Iteration 41Q: 3 clusters Score -3883607 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -3883624.750000 Penalty: 5136.258301
	Iteration 42Q: 3 clusters Score -3883625 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -3883634.250000 Penalty: 5136.258301
	Iteration 43Q: 3 clusters Score -3883634 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -3883643.250000 Penalty: 5136.258301
	Iteration 44Q: 3 clusters Score -3883643 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -3883668.750000 Penalty: 5136.258301
	Iteration 45Q: 3 clusters Score -3883669 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -3883688.750000 Penalty: 5136.258301
	Iteration 46Q: 3 clusters Score -3883689 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -3883700.750000 Penalty: 5136.258301
	Iteration 47Q: 3 clusters Score -3883701 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3883719.250000 Penalty: 5136.258301
	Iteration 48Q: 3 clusters Score -3883719 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3883719.000000 Penalty: 5136.258301
	Iteration 49Q: 3 clusters Score -3883719 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -3883745.250000 Penalty: 5136.258301
	Iteration 50Q: 3 clusters Score -3883745 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -3883758.000000 Penalty: 5136.258301
	Iteration 51Q: 3 clusters Score -3883758 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -3883765.000000 Penalty: 5136.258301
	Iteration 52Q: 3 clusters Score -3883765 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -3883781.750000 Penalty: 5136.258301
	Iteration 53Q: 3 clusters Score -3883782 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -3883792.000000 Penalty: 5136.258301
	Iteration 54Q: 3 clusters Score -3883792 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3883798.750000 Penalty: 5136.258301
	Iteration 55Q: 3 clusters Score -3883799 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -3883809.000000 Penalty: 5136.258301
	Iteration 56Q: 3 clusters Score -3883809 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -3883810.250000 Penalty: 5136.258301
	Iteration 57Q: 3 clusters Score -3883810 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -3883814.500000 Penalty: 5136.258301
	Iteration 58Q: 3 clusters Score -3883814 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -3883825.500000 Penalty: 5136.258301
	Iteration 59Q: 3 clusters Score -3883826 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -3883828.000000 Penalty: 5136.258301
	Iteration 60F: 3 clusters Score -3883828 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -3883827.500000 Penalty: 5136.258301
	Iteration 61Q: 3 clusters Score -3883828 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -3883847.750000 Penalty: 5136.258301
	Iteration 62Q: 3 clusters Score -3883848 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -3883855.250000 Penalty: 5136.258301
	Iteration 63Q: 3 clusters Score -3883855 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -3883843.000000 Penalty: 5136.258301
	Iteration 64Q: 3 clusters Score -3883843 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -3883850.250000 Penalty: 5136.258301
	Iteration 65Q: 3 clusters Score -3883850 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -3883862.750000 Penalty: 5136.258301
	Iteration 66Q: 3 clusters Score -3883863 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -3883869.750000 Penalty: 5136.258301
	Iteration 67Q: 3 clusters Score -3883870 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -3883881.250000 Penalty: 5136.258301
	Iteration 68Q: 3 clusters Score -3883881 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -3883890.250000 Penalty: 5136.258301
	Iteration 69Q: 3 clusters Score -3883890 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -3883896.750000 Penalty: 5136.258301
	Iteration 70Q: 3 clusters Score -3883897 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -3883900.000000 Penalty: 5136.258301
	Iteration 71Q: 3 clusters Score -3883900 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -3883901.000000 Penalty: 5136.258301
	Iteration 72Q: 3 clusters Score -3883901 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -3883924.250000 Penalty: 5136.258301
	Iteration 73Q: 3 clusters Score -3883924 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -3883920.750000 Penalty: 5136.258301
	Iteration 74Q: 3 clusters Score -3883921 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -3883925.750000 Penalty: 5136.258301
	Iteration 75Q: 3 clusters Score -3883926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -3883929.250000 Penalty: 5136.258301
	Iteration 76Q: 3 clusters Score -3883929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -3883921.750000 Penalty: 5136.258301
	Iteration 77Q: 3 clusters Score -3883922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -3883922.000000 Penalty: 5136.258301
	Iteration 78Q: 3 clusters Score -3883922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -3883926.500000 Penalty: 5136.258301
	Iteration 79Q: 3 clusters Score -3883926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -3883928.250000 Penalty: 5136.258301
	Iteration 80F: 3 clusters Score -3883928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -3883928.750000 Penalty: 5136.258301
	Iteration 81Q: 3 clusters Score -3883929 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -3883939.000000 Penalty: 5136.258301
	Iteration 82Q: 3 clusters Score -3883939 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -3883934.250000 Penalty: 5136.258301
	Iteration 83Q: 3 clusters Score -3883934 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -3883933.500000 Penalty: 5136.258301
	Iteration 84Q: 3 clusters Score -3883934 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -3883943.750000 Penalty: 5136.258301
	Iteration 85Q: 3 clusters Score -3883944 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -3883953.250000 Penalty: 5136.258301
	Iteration 86Q: 3 clusters Score -3883953 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -3883958.500000 Penalty: 5136.258301
	Iteration 87Q: 3 clusters Score -3883958 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -3883974.250000 Penalty: 5136.258301
	Iteration 88Q: 3 clusters Score -3883974 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -3883981.500000 Penalty: 5136.258301
	Iteration 89Q: 3 clusters Score -3883982 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -3883993.000000 Penalty: 5136.258301
	Iteration 90Q: 3 clusters Score -3883993 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -3884005.750000 Penalty: 5136.258301
	Iteration 91Q: 3 clusters Score -3884006 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -3884001.750000 Penalty: 5136.258301
	Iteration 92Q: 3 clusters Score -3884002 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -3884006.750000 Penalty: 5136.258301
	Iteration 93Q: 3 clusters Score -3884007 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -3884019.750000 Penalty: 5136.258301
	Iteration 94Q: 3 clusters Score -3884020 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -3884030.750000 Penalty: 5136.258301
	Iteration 95Q: 3 clusters Score -3884031 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -3884040.250000 Penalty: 5136.258301
	Iteration 96Q: 3 clusters Score -3884040 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -3884040.000000 Penalty: 5136.258301
	Iteration 97Q: 3 clusters Score -3884040 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -3884035.000000 Penalty: 5136.258301
	Iteration 98Q: 3 clusters Score -3884035 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -3884049.750000 Penalty: 5136.258301
	Iteration 99Q: 3 clusters Score -3884050 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -3884051.250000 Penalty: 5136.258301
	Iteration 100F: 3 clusters Score -3884051 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -3884051.000000 Penalty: 5136.258301
	Iteration 101Q: 3 clusters Score -3884051 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -3884059.250000 Penalty: 5136.258301
	Iteration 102Q: 3 clusters Score -3884059 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -3884066.000000 Penalty: 5136.258301
	Iteration 103Q: 3 clusters Score -3884066 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -3884070.500000 Penalty: 5136.258301
	Iteration 104Q: 3 clusters Score -3884070 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -3884076.750000 Penalty: 5136.258301
	Iteration 105Q: 3 clusters Score -3884077 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -3884092.250000 Penalty: 5136.258301
	Iteration 106Q: 3 clusters Score -3884092 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -3884108.500000 Penalty: 5136.258301
	Iteration 107Q: 3 clusters Score -3884108 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -3884122.750000 Penalty: 5136.258301
	Iteration 108Q: 3 clusters Score -3884123 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -3884135.250000 Penalty: 5136.258301
	Iteration 109Q: 3 clusters Score -3884135 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -3884152.000000 Penalty: 5136.258301
	Iteration 110Q: 3 clusters Score -3884152 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -3884172.250000 Penalty: 5136.258301
	Iteration 111Q: 3 clusters Score -3884172 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -3884172.000000 Penalty: 5136.258301
	Iteration 112Q: 3 clusters Score -3884172 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -3884194.000000 Penalty: 5136.258301
	Iteration 113Q: 3 clusters Score -3884194 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -3884202.500000 Penalty: 5136.258301
	Iteration 114Q: 3 clusters Score -3884202 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -3884218.750000 Penalty: 5136.258301
	Iteration 115Q: 3 clusters Score -3884219 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -3884228.250000 Penalty: 5136.258301
	Iteration 116Q: 3 clusters Score -3884228 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -3884235.750000 Penalty: 5136.258301
	Iteration 117Q: 3 clusters Score -3884236 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3884238.500000 Penalty: 5136.258301
	Iteration 118Q: 3 clusters Score -3884238 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -3884252.500000 Penalty: 5136.258301
	Iteration 119Q: 3 clusters Score -3884252 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -3884251.000000 Penalty: 5136.258301
	Iteration 120F: 3 clusters Score -3884251 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -3884260.750000 Penalty: 5136.258301
	Iteration 121Q: 3 clusters Score -3884261 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -3884263.250000 Penalty: 5136.258301
	Iteration 122Q: 3 clusters Score -3884263 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -3884290.250000 Penalty: 5136.258301
	Iteration 123Q: 3 clusters Score -3884290 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -3884290.250000 Penalty: 5136.258301
	Iteration 124Q: 3 clusters Score -3884290 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -3884294.250000 Penalty: 5136.258301
	Iteration 125Q: 3 clusters Score -3884294 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -3884306.250000 Penalty: 5136.258301
	Iteration 126Q: 3 clusters Score -3884306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -3884308.750000 Penalty: 5136.258301
	Iteration 127Q: 3 clusters Score -3884309 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -3884319.250000 Penalty: 5136.258301
	Iteration 128Q: 3 clusters Score -3884319 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -3884323.250000 Penalty: 5136.258301
	Iteration 129Q: 3 clusters Score -3884323 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -3884323.000000 Penalty: 5136.258301
	Iteration 130Q: 3 clusters Score -3884323 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -3884327.000000 Penalty: 5136.258301
	Iteration 131Q: 3 clusters Score -3884327 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3884339.750000 Penalty: 5136.258301
	Iteration 132Q: 3 clusters Score -3884340 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -3884346.250000 Penalty: 5136.258301
	Iteration 133Q: 3 clusters Score -3884346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3884350.750000 Penalty: 5136.258301
	Iteration 134Q: 3 clusters Score -3884351 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -3884361.500000 Penalty: 5136.258301
	Iteration 135Q: 3 clusters Score -3884362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -3884368.000000 Penalty: 5136.258301
	Iteration 136Q: 3 clusters Score -3884368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -3884369.250000 Penalty: 5136.258301
	Iteration 137Q: 3 clusters Score -3884369 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -3884361.500000 Penalty: 5136.258301
	Iteration 138Q: 3 clusters Score -3884362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -3884364.500000 Penalty: 5136.258301
	Iteration 139Q: 3 clusters Score -3884364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -3884370.250000 Penalty: 5136.258301
	Iteration 140F: 3 clusters Score -3884370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -3884372.000000 Penalty: 5136.258301
	Iteration 141Q: 3 clusters Score -3884372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -3884372.250000 Penalty: 5136.258301
	Iteration 142Q: 3 clusters Score -3884372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -3884383.500000 Penalty: 5136.258301
	Iteration 143Q: 3 clusters Score -3884384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -3884381.500000 Penalty: 5136.258301
	Iteration 144Q: 3 clusters Score -3884382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -3884378.500000 Penalty: 5136.258301
	Iteration 145Q: 3 clusters Score -3884378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -3884381.500000 Penalty: 5136.258301
	Iteration 146Q: 3 clusters Score -3884382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -3884388.000000 Penalty: 5136.258301
	Iteration 147Q: 3 clusters Score -3884388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -3884392.000000 Penalty: 5136.258301
	Iteration 148Q: 3 clusters Score -3884392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -3884386.750000 Penalty: 5136.258301
	Iteration 149Q: 3 clusters Score -3884387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -3884380.000000 Penalty: 5136.258301
	Iteration 150Q: 3 clusters Score -3884380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -3884382.250000 Penalty: 5136.258301
	Iteration 151Q: 3 clusters Score -3884382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -3884389.750000 Penalty: 5136.258301
	Iteration 152Q: 3 clusters Score -3884390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -3884395.000000 Penalty: 5136.258301
	Iteration 153Q: 3 clusters Score -3884395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -3884398.000000 Penalty: 5136.258301
	Iteration 154Q: 3 clusters Score -3884398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -3884399.500000 Penalty: 5136.258301
	Iteration 155Q: 3 clusters Score -3884400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -3884393.500000 Penalty: 5136.258301
	Iteration 156Q: 3 clusters Score -3884394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3884398.750000 Penalty: 5136.258301
	Iteration 157Q: 3 clusters Score -3884399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -3884400.750000 Penalty: 5136.258301
	Iteration 158Q: 3 clusters Score -3884401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3884397.250000 Penalty: 5136.258301
	Iteration 159Q: 3 clusters Score -3884397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -3884399.500000 Penalty: 5136.258301
	Iteration 160F: 3 clusters Score -3884400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -3884397.750000 Penalty: 5136.258301
	Iteration 161Q: 3 clusters Score -3884398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -3884396.750000 Penalty: 5136.258301
	Iteration 162Q: 3 clusters Score -3884397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -3884400.750000 Penalty: 5136.258301
	Iteration 163Q: 3 clusters Score -3884401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -3884405.000000 Penalty: 5136.258301
	Iteration 164Q: 3 clusters Score -3884405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -3884403.500000 Penalty: 5136.258301
	Iteration 165Q: 3 clusters Score -3884404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -3884402.500000 Penalty: 5136.258301
	Iteration 166Q: 3 clusters Score -3884402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -3884399.750000 Penalty: 5136.258301
	Iteration 167Q: 3 clusters Score -3884400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -3884400.500000 Penalty: 5136.258301
	Iteration 168Q: 3 clusters Score -3884400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -3884400.500000 Penalty: 5136.258301
	Iteration 169F: 3 clusters Score -3884400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (56389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56389 members 
Entering Unmasked Estep 
Score: -6749313.000000 Penalty: 2713.127197
	Iteration 0F: 2 clusters Score -6749313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -6711429.500000 Penalty: 5426.254395
	Iteration 0F: 3 clusters Score -6711430 nChanged 26211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -6725828.000000 Penalty: 5426.254395
	Iteration 1F: 3 clusters Score -6725828 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -6726548.000000 Penalty: 5426.254395
	Iteration 2Q: 3 clusters Score -6726548 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -6727484.000000 Penalty: 5426.254395
	Iteration 3Q: 3 clusters Score -6727484 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -6728886.500000 Penalty: 5426.254395
	Iteration 4F: 3 clusters Score -6728886 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -6731032.500000 Penalty: 5426.254395
	Iteration 5F: 3 clusters Score -6731032 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -6734174.500000 Penalty: 5426.254395
	Iteration 6F: 3 clusters Score -6734174 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -6738309.500000 Penalty: 5426.254395
	Iteration 7F: 3 clusters Score -6738310 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51257 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -6742257.500000 Penalty: 5426.254395
	Iteration 8F: 3 clusters Score -6742258 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -6744994.000000 Penalty: 5426.254395
	Iteration 9Q: 3 clusters Score -6744994 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55329 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6746229.000000 Penalty: 5426.254395
	Iteration 10Q: 3 clusters Score -6746229 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6746653.000000 Penalty: 5426.254395
	Iteration 11Q: 3 clusters Score -6746653 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55931 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6746822.000000 Penalty: 5426.254395
	Iteration 12Q: 3 clusters Score -6746822 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55996 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6746908.000000 Penalty: 5426.254395
	Iteration 13Q: 3 clusters Score -6746908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56033 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6746965.500000 Penalty: 5426.254395
	Iteration 14Q: 3 clusters Score -6746966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6746989.000000 Penalty: 5426.254395
	Iteration 15Q: 3 clusters Score -6746989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6747007.000000 Penalty: 5426.254395
	Iteration 16Q: 3 clusters Score -6747007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6747011.500000 Penalty: 5426.254395
	Iteration 17Q: 3 clusters Score -6747012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6747023.000000 Penalty: 5426.254395
	Iteration 18Q: 3 clusters Score -6747023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56070 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6747030.500000 Penalty: 5426.254395
	Iteration 19Q: 3 clusters Score -6747030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56073 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6747030.500000 Penalty: 5426.254395
	Iteration 20F: 3 clusters Score -6747030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56073 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6747032.000000 Penalty: 5426.254395
	Iteration 21Q: 3 clusters Score -6747032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56072 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6747031.000000 Penalty: 5426.254395
	Iteration 22Q: 3 clusters Score -6747031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6747033.500000 Penalty: 5426.254395
	Iteration 23Q: 3 clusters Score -6747034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6747033.500000 Penalty: 5426.254395
	Iteration 24F: 3 clusters Score -6747034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -15411.623047 Penalty: 1273.677979
	Iteration 0F: 2 clusters Score -15411.62 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 76 members 
Entering Unmasked Estep 
Score: -14396.659180 Penalty: 2547.355957
	Iteration 0F: 3 clusters Score -14396.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14474.011719 Penalty: 2547.355957
	Iteration 1F: 3 clusters Score -14474.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14499.830078 Penalty: 2547.355957
	Iteration 2Q: 3 clusters Score -14499.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14516.044922 Penalty: 2547.355957
	Iteration 3Q: 3 clusters Score -14516.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14526.494141 Penalty: 2547.355957
	Iteration 4Q: 3 clusters Score -14526.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14544.505859 Penalty: 2547.355957
	Iteration 5Q: 3 clusters Score -14544.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14546.599609 Penalty: 2547.355957
	Iteration 6F: 3 clusters Score -14546.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14560.117188 Penalty: 2547.355957
	Iteration 7Q: 3 clusters Score -14560.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14570.950195 Penalty: 2547.355957
	Iteration 8Q: 3 clusters Score -14570.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14570.950195 Penalty: 2547.355957
	Iteration 9F: 3 clusters Score -14570.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Entering Unmasked Estep 
Score: -1372979.250000 Penalty: 2309.777344
	Iteration 0F: 2 clusters Score -1372979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1364620.875000 Penalty: 4619.554688
	Iteration 0F: 3 clusters Score -1364621 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1367299.625000 Penalty: 4619.554688
	Iteration 1F: 3 clusters Score -1367300 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1367772.250000 Penalty: 4619.554688
	Iteration 2F: 3 clusters Score -1367772 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1368191.625000 Penalty: 4619.554688
	Iteration 3F: 3 clusters Score -1368192 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1368564.125000 Penalty: 4619.554688
	Iteration 4F: 3 clusters Score -1368564 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1368920.250000 Penalty: 4619.554688
	Iteration 5F: 3 clusters Score -1368920 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1369247.500000 Penalty: 4619.554688
	Iteration 6Q: 3 clusters Score -1369248 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1369528.375000 Penalty: 4619.554688
	Iteration 7Q: 3 clusters Score -1369528 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1369757.250000 Penalty: 4619.554688
	Iteration 8Q: 3 clusters Score -1369757 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1369969.000000 Penalty: 4619.554688
	Iteration 9Q: 3 clusters Score -1369969 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1370141.625000 Penalty: 4619.554688
	Iteration 10Q: 3 clusters Score -1370142 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1370263.875000 Penalty: 4619.554688
	Iteration 11Q: 3 clusters Score -1370264 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1370350.000000 Penalty: 4619.554688
	Iteration 12Q: 3 clusters Score -1370350 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1370402.250000 Penalty: 4619.554688
	Iteration 13Q: 3 clusters Score -1370402 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1370434.125000 Penalty: 4619.554688
	Iteration 14Q: 3 clusters Score -1370434 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1370455.500000 Penalty: 4619.554688
	Iteration 15Q: 3 clusters Score -1370456 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1370474.250000 Penalty: 4619.554688
	Iteration 16Q: 3 clusters Score -1370474 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1370482.875000 Penalty: 4619.554688
	Iteration 17Q: 3 clusters Score -1370483 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1370503.125000 Penalty: 4619.554688
	Iteration 18Q: 3 clusters Score -1370503 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1370515.500000 Penalty: 4619.554688
	Iteration 19Q: 3 clusters Score -1370516 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1370526.875000 Penalty: 4619.554688
	Iteration 20F: 3 clusters Score -1370527 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1370536.500000 Penalty: 4619.554688
	Iteration 21Q: 3 clusters Score -1370536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1370539.875000 Penalty: 4619.554688
	Iteration 22Q: 3 clusters Score -1370540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1370549.500000 Penalty: 4619.554688
	Iteration 23Q: 3 clusters Score -1370550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1370551.000000 Penalty: 4619.554688
	Iteration 24Q: 3 clusters Score -1370551 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1370560.625000 Penalty: 4619.554688
	Iteration 25Q: 3 clusters Score -1370561 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1370576.500000 Penalty: 4619.554688
	Iteration 26Q: 3 clusters Score -1370576 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1370582.500000 Penalty: 4619.554688
	Iteration 27Q: 3 clusters Score -1370582 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1370604.625000 Penalty: 4619.554688
	Iteration 28Q: 3 clusters Score -1370605 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1370621.750000 Penalty: 4619.554688
	Iteration 29Q: 3 clusters Score -1370622 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1370637.375000 Penalty: 4619.554688
	Iteration 30Q: 3 clusters Score -1370637 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1370656.500000 Penalty: 4619.554688
	Iteration 31Q: 3 clusters Score -1370656 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1370674.375000 Penalty: 4619.554688
	Iteration 32Q: 3 clusters Score -1370674 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1370691.250000 Penalty: 4619.554688
	Iteration 33Q: 3 clusters Score -1370691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1370694.625000 Penalty: 4619.554688
	Iteration 34Q: 3 clusters Score -1370695 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1370702.125000 Penalty: 4619.554688
	Iteration 35Q: 3 clusters Score -1370702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1370701.125000 Penalty: 4619.554688
	Iteration 36Q: 3 clusters Score -1370701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1370703.875000 Penalty: 4619.554688
	Iteration 37Q: 3 clusters Score -1370704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1370703.875000 Penalty: 4619.554688
	Iteration 38Q: 3 clusters Score -1370704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1370706.625000 Penalty: 4619.554688
	Iteration 39Q: 3 clusters Score -1370707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1370711.500000 Penalty: 4619.554688
	Iteration 40F: 3 clusters Score -1370712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1370712.500000 Penalty: 4619.554688
	Iteration 41Q: 3 clusters Score -1370712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1370712.000000 Penalty: 4619.554688
	Iteration 42Q: 3 clusters Score -1370712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1370714.625000 Penalty: 4619.554688
	Iteration 43Q: 3 clusters Score -1370715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1370721.750000 Penalty: 4619.554688
	Iteration 44Q: 3 clusters Score -1370722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1370723.250000 Penalty: 4619.554688
	Iteration 45Q: 3 clusters Score -1370723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1370723.375000 Penalty: 4619.554688
	Iteration 46Q: 3 clusters Score -1370723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1370725.000000 Penalty: 4619.554688
	Iteration 47Q: 3 clusters Score -1370725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1370732.250000 Penalty: 4619.554688
	Iteration 48Q: 3 clusters Score -1370732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1370731.000000 Penalty: 4619.554688
	Iteration 49Q: 3 clusters Score -1370731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1370732.250000 Penalty: 4619.554688
	Iteration 50Q: 3 clusters Score -1370732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1370734.500000 Penalty: 4619.554688
	Iteration 51Q: 3 clusters Score -1370734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1370732.625000 Penalty: 4619.554688
	Iteration 52Q: 3 clusters Score -1370733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1370736.000000 Penalty: 4619.554688
	Iteration 53Q: 3 clusters Score -1370736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1370735.000000 Penalty: 4619.554688
	Iteration 54Q: 3 clusters Score -1370735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1370741.375000 Penalty: 4619.554688
	Iteration 55Q: 3 clusters Score -1370741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1370739.500000 Penalty: 4619.554688
	Iteration 56Q: 3 clusters Score -1370740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1370738.125000 Penalty: 4619.554688
	Iteration 57Q: 3 clusters Score -1370738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1370739.000000 Penalty: 4619.554688
	Iteration 58Q: 3 clusters Score -1370739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1370741.750000 Penalty: 4619.554688
	Iteration 59Q: 3 clusters Score -1370742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1370743.750000 Penalty: 4619.554688
	Iteration 60F: 3 clusters Score -1370744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1370745.125000 Penalty: 4619.554688
	Iteration 61Q: 3 clusters Score -1370745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1370745.125000 Penalty: 4619.554688
	Iteration 62F: 3 clusters Score -1370745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Entering Unmasked Estep 
Score: -1102396.500000 Penalty: 2270.947266
	Iteration 0F: 2 clusters Score -1102396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1095041.375000 Penalty: 4541.894531
	Iteration 0F: 3 clusters Score -1095041 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1097133.750000 Penalty: 4541.894531
	Iteration 1F: 3 clusters Score -1097134 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1097459.000000 Penalty: 4541.894531
	Iteration 2F: 3 clusters Score -1097459 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1097691.000000 Penalty: 4541.894531
	Iteration 3F: 3 clusters Score -1097691 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1097848.000000 Penalty: 4541.894531
	Iteration 4Q: 3 clusters Score -1097848 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1097990.625000 Penalty: 4541.894531
	Iteration 5Q: 3 clusters Score -1097991 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1098132.500000 Penalty: 4541.894531
	Iteration 6Q: 3 clusters Score -1098132 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1098247.750000 Penalty: 4541.894531
	Iteration 7Q: 3 clusters Score -1098248 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1098351.250000 Penalty: 4541.894531
	Iteration 8Q: 3 clusters Score -1098351 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1098441.375000 Penalty: 4541.894531
	Iteration 9Q: 3 clusters Score -1098441 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1098530.875000 Penalty: 4541.894531
	Iteration 10Q: 3 clusters Score -1098531 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1098604.875000 Penalty: 4541.894531
	Iteration 11Q: 3 clusters Score -1098605 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1098675.250000 Penalty: 4541.894531
	Iteration 12Q: 3 clusters Score -1098675 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1098743.625000 Penalty: 4541.894531
	Iteration 13Q: 3 clusters Score -1098744 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1098822.750000 Penalty: 4541.894531
	Iteration 14Q: 3 clusters Score -1098823 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1098894.875000 Penalty: 4541.894531
	Iteration 15Q: 3 clusters Score -1098895 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1098969.250000 Penalty: 4541.894531
	Iteration 16Q: 3 clusters Score -1098969 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1099031.125000 Penalty: 4541.894531
	Iteration 17Q: 3 clusters Score -1099031 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1099082.000000 Penalty: 4541.894531
	Iteration 18Q: 3 clusters Score -1099082 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1099120.000000 Penalty: 4541.894531
	Iteration 19Q: 3 clusters Score -1099120 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1099143.750000 Penalty: 4541.894531
	Iteration 20F: 3 clusters Score -1099144 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1099157.125000 Penalty: 4541.894531
	Iteration 21Q: 3 clusters Score -1099157 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1099171.875000 Penalty: 4541.894531
	Iteration 22Q: 3 clusters Score -1099172 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1099186.250000 Penalty: 4541.894531
	Iteration 23Q: 3 clusters Score -1099186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1099193.625000 Penalty: 4541.894531
	Iteration 24Q: 3 clusters Score -1099194 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1099201.125000 Penalty: 4541.894531
	Iteration 25Q: 3 clusters Score -1099201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1099204.500000 Penalty: 4541.894531
	Iteration 26Q: 3 clusters Score -1099204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1099210.125000 Penalty: 4541.894531
	Iteration 27Q: 3 clusters Score -1099210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1099211.875000 Penalty: 4541.894531
	Iteration 28Q: 3 clusters Score -1099212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1099214.625000 Penalty: 4541.894531
	Iteration 29Q: 3 clusters Score -1099215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1099218.625000 Penalty: 4541.894531
	Iteration 30Q: 3 clusters Score -1099219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1099219.750000 Penalty: 4541.894531
	Iteration 31Q: 3 clusters Score -1099220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1099219.375000 Penalty: 4541.894531
	Iteration 32Q: 3 clusters Score -1099219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1099222.250000 Penalty: 4541.894531
	Iteration 33Q: 3 clusters Score -1099222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1099225.500000 Penalty: 4541.894531
	Iteration 34Q: 3 clusters Score -1099226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1099228.375000 Penalty: 4541.894531
	Iteration 35Q: 3 clusters Score -1099228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1099228.625000 Penalty: 4541.894531
	Iteration 36Q: 3 clusters Score -1099229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1099229.625000 Penalty: 4541.894531
	Iteration 37Q: 3 clusters Score -1099230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1099231.500000 Penalty: 4541.894531
	Iteration 38Q: 3 clusters Score -1099232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1099230.125000 Penalty: 4541.894531
	Iteration 39Q: 3 clusters Score -1099230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1099229.875000 Penalty: 4541.894531
	Iteration 40F: 3 clusters Score -1099230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1099230.500000 Penalty: 4541.894531
	Iteration 41Q: 3 clusters Score -1099230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1099231.500000 Penalty: 4541.894531
	Iteration 42Q: 3 clusters Score -1099232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1099231.625000 Penalty: 4541.894531
	Iteration 43Q: 3 clusters Score -1099232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1099230.125000 Penalty: 4541.894531
	Iteration 44Q: 3 clusters Score -1099230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1099232.625000 Penalty: 4541.894531
	Iteration 45Q: 3 clusters Score -1099233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1099231.375000 Penalty: 4541.894531
	Iteration 46Q: 3 clusters Score -1099231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1099234.750000 Penalty: 4541.894531
	Iteration 47Q: 3 clusters Score -1099235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1099234.875000 Penalty: 4541.894531
	Iteration 48Q: 3 clusters Score -1099235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1099236.250000 Penalty: 4541.894531
	Iteration 49Q: 3 clusters Score -1099236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1099238.375000 Penalty: 4541.894531
	Iteration 50Q: 3 clusters Score -1099238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1099238.750000 Penalty: 4541.894531
	Iteration 51Q: 3 clusters Score -1099239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1099238.875000 Penalty: 4541.894531
	Iteration 52Q: 3 clusters Score -1099239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1099240.250000 Penalty: 4541.894531
	Iteration 53Q: 3 clusters Score -1099240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1099240.875000 Penalty: 4541.894531
	Iteration 54Q: 3 clusters Score -1099241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1099238.250000 Penalty: 4541.894531
	Iteration 55Q: 3 clusters Score -1099238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1099238.250000 Penalty: 4541.894531
	Iteration 56F: 3 clusters Score -1099238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -79204.453125 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -79204.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -77509.375000 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -77509.38 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -77731.101562 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -77731.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77784.046875 Penalty: 3252.866211
	Iteration 2F: 3 clusters Score -77784.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -77815.265625 Penalty: 3252.866211
	Iteration 3Q: 3 clusters Score -77815.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77827.906250 Penalty: 3252.866211
	Iteration 4Q: 3 clusters Score -77827.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77829.289062 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -77829.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77829.289062 Penalty: 3252.866211
	Iteration 6F: 3 clusters Score -77829.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -87312.296875 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -87312.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -85558.460938 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -85558.46 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -85784.093750 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -85784.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -85851.835938 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -85851.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -85892.453125 Penalty: 3292.729736
	Iteration 3Q: 3 clusters Score -85892.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -85928.875000 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -85928.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -85960.671875 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -85960.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -85981.046875 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -85981.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -86008.000000 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -86008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -86018.812500 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -86018.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -86025.828125 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -86025.83 nChanged 3
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: -86029.890625 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -86029.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -86036.867188 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -86036.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -86044.554688 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -86044.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -86046.804688 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -86046.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -86047.882812 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -86047.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -86047.882812 Penalty: 3292.729736
	Iteration 15F: 3 clusters Score -86047.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -80144.093750 Penalty: 1625.728516
	Iteration 0F: 2 clusters Score -80144.09 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 345 members 
Entering Unmasked Estep 
Score: -78436.218750 Penalty: 3251.457031
	Iteration 0F: 3 clusters Score -78436.22 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78650.031250 Penalty: 3251.457031
	Iteration 1F: 3 clusters Score -78650.03 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -78753.625000 Penalty: 3251.457031
	Iteration 2F: 3 clusters Score -78753.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -78810.101562 Penalty: 3251.457031
	Iteration 3Q: 3 clusters Score -78810.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78854.648438 Penalty: 3251.457031
	Iteration 4Q: 3 clusters Score -78854.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -78891.906250 Penalty: 3251.457031
	Iteration 5Q: 3 clusters Score -78891.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -78922.367188 Penalty: 3251.457031
	Iteration 6Q: 3 clusters Score -78922.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -78961.601562 Penalty: 3251.457031
	Iteration 7Q: 3 clusters Score -78961.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -78987.093750 Penalty: 3251.457031
	Iteration 8Q: 3 clusters Score -78987.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -79003.062500 Penalty: 3251.457031
	Iteration 9Q: 3 clusters Score -79003.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79021.859375 Penalty: 3251.457031
	Iteration 10Q: 3 clusters Score -79021.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -79030.406250 Penalty: 3251.457031
	Iteration 11Q: 3 clusters Score -79030.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -79041.085938 Penalty: 3251.457031
	Iteration 12Q: 3 clusters Score -79041.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -79047.601562 Penalty: 3251.457031
	Iteration 13Q: 3 clusters Score -79047.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -79055.242188 Penalty: 3251.457031
	Iteration 14Q: 3 clusters Score -79055.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79064.398438 Penalty: 3251.457031
	Iteration 15Q: 3 clusters Score -79064.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79066.484375 Penalty: 3251.457031
	Iteration 16Q: 3 clusters Score -79066.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -79068.250000 Penalty: 3251.457031
	Iteration 17Q: 3 clusters Score -79068.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -79068.250000 Penalty: 3251.457031
	Iteration 18F: 3 clusters Score -79068.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -26992.591797 Penalty: 1364.312134
	Iteration 0F: 2 clusters Score -26992.59 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 126 members 
Entering Unmasked Estep 
Score: -25800.515625 Penalty: 2728.624268
	Iteration 0F: 3 clusters Score -25800.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25877.251953 Penalty: 2728.624268
	Iteration 1F: 3 clusters Score -25877.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -25895.255859 Penalty: 2728.624268
	Iteration 2Q: 3 clusters Score -25895.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25898.787109 Penalty: 2728.624268
	Iteration 3Q: 3 clusters Score -25898.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25898.787109 Penalty: 2728.624268
	Iteration 4F: 3 clusters Score -25898.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -76900.921875 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -76900.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -75172.976562 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -75172.98 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -75389.789062 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -75389.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -75473.765625 Penalty: 3256.371582
	Iteration 2F: 3 clusters Score -75473.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75522.765625 Penalty: 3256.371582
	Iteration 3Q: 3 clusters Score -75522.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -75553.046875 Penalty: 3256.371582
	Iteration 4Q: 3 clusters Score -75553.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -75568.195312 Penalty: 3256.371582
	Iteration 5Q: 3 clusters Score -75568.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -75576.609375 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -75576.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -75590.671875 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -75590.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75594.554688 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -75594.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -75595.289062 Penalty: 3256.371582
	Iteration 9Q: 3 clusters Score -75595.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75595.906250 Penalty: 3256.371582
	Iteration 10Q: 3 clusters Score -75595.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75595.906250 Penalty: 3256.371582
	Iteration 11F: 3 clusters Score -75595.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Entering Unmasked Estep 
Score: -2492569.250000 Penalty: 2453.760254
	Iteration 0F: 2 clusters Score -2492569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2478517.000000 Penalty: 4907.520508
	Iteration 0F: 3 clusters Score -2478517 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2483220.000000 Penalty: 4907.520508
	Iteration 1F: 3 clusters Score -2483220 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2483524.250000 Penalty: 4907.520508
	Iteration 2Q: 3 clusters Score -2483524 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2483765.750000 Penalty: 4907.520508
	Iteration 3Q: 3 clusters Score -2483766 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2483975.000000 Penalty: 4907.520508
	Iteration 4Q: 3 clusters Score -2483975 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2484120.250000 Penalty: 4907.520508
	Iteration 5Q: 3 clusters Score -2484120 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2484261.500000 Penalty: 4907.520508
	Iteration 6Q: 3 clusters Score -2484262 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2484387.750000 Penalty: 4907.520508
	Iteration 7Q: 3 clusters Score -2484388 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2484521.750000 Penalty: 4907.520508
	Iteration 8Q: 3 clusters Score -2484522 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2484681.500000 Penalty: 4907.520508
	Iteration 9Q: 3 clusters Score -2484682 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2484838.000000 Penalty: 4907.520508
	Iteration 10Q: 3 clusters Score -2484838 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2485028.500000 Penalty: 4907.520508
	Iteration 11Q: 3 clusters Score -2485028 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2485271.000000 Penalty: 4907.520508
	Iteration 12Q: 3 clusters Score -2485271 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2485592.250000 Penalty: 4907.520508
	Iteration 13Q: 3 clusters Score -2485592 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2486049.250000 Penalty: 4907.520508
	Iteration 14Q: 3 clusters Score -2486049 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2486632.750000 Penalty: 4907.520508
	Iteration 15Q: 3 clusters Score -2486633 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2487265.500000 Penalty: 4907.520508
	Iteration 16Q: 3 clusters Score -2487266 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2487924.250000 Penalty: 4907.520508
	Iteration 17Q: 3 clusters Score -2487924 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2488492.500000 Penalty: 4907.520508
	Iteration 18Q: 3 clusters Score -2488492 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2488801.000000 Penalty: 4907.520508
	Iteration 19Q: 3 clusters Score -2488801 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2488940.000000 Penalty: 4907.520508
	Iteration 20F: 3 clusters Score -2488940 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2489008.750000 Penalty: 4907.520508
	Iteration 21Q: 3 clusters Score -2489009 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2489057.500000 Penalty: 4907.520508
	Iteration 22Q: 3 clusters Score -2489058 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2489088.000000 Penalty: 4907.520508
	Iteration 23Q: 3 clusters Score -2489088 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2489101.250000 Penalty: 4907.520508
	Iteration 24Q: 3 clusters Score -2489101 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2489105.500000 Penalty: 4907.520508
	Iteration 25Q: 3 clusters Score -2489106 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2489108.750000 Penalty: 4907.520508
	Iteration 26Q: 3 clusters Score -2489109 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2489113.750000 Penalty: 4907.520508
	Iteration 27Q: 3 clusters Score -2489114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2489116.500000 Penalty: 4907.520508
	Iteration 28Q: 3 clusters Score -2489116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2489115.000000 Penalty: 4907.520508
	Iteration 29Q: 3 clusters Score -2489115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2489129.500000 Penalty: 4907.520508
	Iteration 30Q: 3 clusters Score -2489130 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2489138.500000 Penalty: 4907.520508
	Iteration 31Q: 3 clusters Score -2489138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2489139.000000 Penalty: 4907.520508
	Iteration 32Q: 3 clusters Score -2489139 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2489146.750000 Penalty: 4907.520508
	Iteration 33Q: 3 clusters Score -2489147 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2489146.000000 Penalty: 4907.520508
	Iteration 34Q: 3 clusters Score -2489146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2489155.250000 Penalty: 4907.520508
	Iteration 35Q: 3 clusters Score -2489155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2489157.500000 Penalty: 4907.520508
	Iteration 36Q: 3 clusters Score -2489158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2489157.500000 Penalty: 4907.520508
	Iteration 37Q: 3 clusters Score -2489158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2489156.750000 Penalty: 4907.520508
	Iteration 38Q: 3 clusters Score -2489157 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2489155.750000 Penalty: 4907.520508
	Iteration 39Q: 3 clusters Score -2489156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2489163.500000 Penalty: 4907.520508
	Iteration 40F: 3 clusters Score -2489164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2489160.750000 Penalty: 4907.520508
	Iteration 41Q: 3 clusters Score -2489161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2489163.750000 Penalty: 4907.520508
	Iteration 42Q: 3 clusters Score -2489164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2489163.250000 Penalty: 4907.520508
	Iteration 43Q: 3 clusters Score -2489163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2489168.500000 Penalty: 4907.520508
	Iteration 44Q: 3 clusters Score -2489168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2489166.250000 Penalty: 4907.520508
	Iteration 45Q: 3 clusters Score -2489166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2489170.000000 Penalty: 4907.520508
	Iteration 46Q: 3 clusters Score -2489170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2489165.250000 Penalty: 4907.520508
	Iteration 47Q: 3 clusters Score -2489165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2489167.250000 Penalty: 4907.520508
	Iteration 48Q: 3 clusters Score -2489167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2489164.250000 Penalty: 4907.520508
	Iteration 49Q: 3 clusters Score -2489164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2489167.500000 Penalty: 4907.520508
	Iteration 50Q: 3 clusters Score -2489168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2489166.750000 Penalty: 4907.520508
	Iteration 51Q: 3 clusters Score -2489167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2489165.500000 Penalty: 4907.520508
	Iteration 52Q: 3 clusters Score -2489166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2489166.250000 Penalty: 4907.520508
	Iteration 53Q: 3 clusters Score -2489166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2489166.250000 Penalty: 4907.520508
	Iteration 54Q: 3 clusters Score -2489166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2489165.500000 Penalty: 4907.520508
	Iteration 55Q: 3 clusters Score -2489166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2489165.500000 Penalty: 4907.520508
	Iteration 56F: 3 clusters Score -2489166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (159317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159317 members 
Entering Unmasked Estep 
Score: -19317790.000000 Penalty: 2970.705566
	Iteration 0F: 2 clusters Score -1.931779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79853 members 
Mstep: Class 2 contains 79464 members 
Entering Unmasked Estep 
Score: -19211356.000000 Penalty: 5941.411133
	Iteration 0F: 3 clusters Score -1.921136e+07 nChanged 76055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80194 members 
Mstep: Class 2 contains 79123 members 
Entering Unmasked Estep 
Score: -19256368.000000 Penalty: 5941.411133
	Iteration 1F: 3 clusters Score -1.925637e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80250 members 
Mstep: Class 2 contains 79067 members 
Entering Unmasked Estep 
Score: -19258484.000000 Penalty: 5941.411133
	Iteration 2Q: 3 clusters Score -1.925848e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80266 members 
Mstep: Class 2 contains 79051 members 
Entering Unmasked Estep 
Score: -19261394.000000 Penalty: 5941.411133
	Iteration 3Q: 3 clusters Score -1.926139e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80430 members 
Mstep: Class 2 contains 78887 members 
Entering Unmasked Estep 
Score: -19265280.000000 Penalty: 5941.411133
	Iteration 4F: 3 clusters Score -1.926528e+07 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80994 members 
Mstep: Class 2 contains 78323 members 
Entering Unmasked Estep 
Score: -19269672.000000 Penalty: 5941.411133
	Iteration 5F: 3 clusters Score -1.926967e+07 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82039 members 
Mstep: Class 2 contains 77278 members 
Entering Unmasked Estep 
Score: -19273620.000000 Penalty: 5941.411133
	Iteration 6F: 3 clusters Score -1.927362e+07 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83934 members 
Mstep: Class 2 contains 75383 members 
Entering Unmasked Estep 
Score: -19276784.000000 Penalty: 5941.411133
	Iteration 7F: 3 clusters Score -1.927678e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86735 members 
Mstep: Class 2 contains 72582 members 
Entering Unmasked Estep 
Score: -19279918.000000 Penalty: 5941.411133
	Iteration 8Q: 3 clusters Score -1.927992e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90533 members 
Mstep: Class 2 contains 68784 members 
Entering Unmasked Estep 
Score: -19282556.000000 Penalty: 5941.411133
	Iteration 9Q: 3 clusters Score -1.928256e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95270 members 
Mstep: Class 2 contains 64047 members 
Entering Unmasked Estep 
Score: -19285360.000000 Penalty: 5941.411133
	Iteration 10Q: 3 clusters Score -1.928536e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100852 members 
Mstep: Class 2 contains 58465 members 
Entering Unmasked Estep 
Score: -19288382.000000 Penalty: 5941.411133
	Iteration 11Q: 3 clusters Score -1.928838e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107011 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -19292070.000000 Penalty: 5941.411133
	Iteration 12Q: 3 clusters Score -1.929207e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113312 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -19296082.000000 Penalty: 5941.411133
	Iteration 13Q: 3 clusters Score -1.929608e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119176 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -19299730.000000 Penalty: 5941.411133
	Iteration 14Q: 3 clusters Score -1.929973e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124339 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -19302864.000000 Penalty: 5941.411133
	Iteration 15Q: 3 clusters Score -1.930286e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128603 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -19305114.000000 Penalty: 5941.411133
	Iteration 16Q: 3 clusters Score -1.930511e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132158 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -19306892.000000 Penalty: 5941.411133
	Iteration 17Q: 3 clusters Score -1.930689e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135121 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -19308230.000000 Penalty: 5941.411133
	Iteration 18Q: 3 clusters Score -1.930823e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137605 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -19309152.000000 Penalty: 5941.411133
	Iteration 19Q: 3 clusters Score -1.930915e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139884 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -19310006.000000 Penalty: 5941.411133
	Iteration 20F: 3 clusters Score -1.931001e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141934 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -19310744.000000 Penalty: 5941.411133
	Iteration 21Q: 3 clusters Score -1.931074e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143819 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -19311518.000000 Penalty: 5941.411133
	Iteration 22Q: 3 clusters Score -1.931152e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145546 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -19312242.000000 Penalty: 5941.411133
	Iteration 23Q: 3 clusters Score -1.931224e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147142 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -19312930.000000 Penalty: 5941.411133
	Iteration 24Q: 3 clusters Score -1.931293e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148573 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -19313588.000000 Penalty: 5941.411133
	Iteration 25Q: 3 clusters Score -1.931359e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149780 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -19314194.000000 Penalty: 5941.411133
	Iteration 26Q: 3 clusters Score -1.931419e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150804 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -19314760.000000 Penalty: 5941.411133
	Iteration 27Q: 3 clusters Score -1.931476e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151596 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -19315162.000000 Penalty: 5941.411133
	Iteration 28Q: 3 clusters Score -1.931516e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152226 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -19315432.000000 Penalty: 5941.411133
	Iteration 29Q: 3 clusters Score -1.931543e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152709 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -19315622.000000 Penalty: 5941.411133
	Iteration 30Q: 3 clusters Score -1.931562e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153116 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -19315740.000000 Penalty: 5941.411133
	Iteration 31Q: 3 clusters Score -1.931574e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153471 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -19315840.000000 Penalty: 5941.411133
	Iteration 32Q: 3 clusters Score -1.931584e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153766 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -19315914.000000 Penalty: 5941.411133
	Iteration 33Q: 3 clusters Score -1.931591e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153999 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -19316004.000000 Penalty: 5941.411133
	Iteration 34Q: 3 clusters Score -1.9316e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154233 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -19316078.000000 Penalty: 5941.411133
	Iteration 35Q: 3 clusters Score -1.931608e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154448 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -19316134.000000 Penalty: 5941.411133
	Iteration 36Q: 3 clusters Score -1.931613e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154619 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -19316208.000000 Penalty: 5941.411133
	Iteration 37Q: 3 clusters Score -1.931621e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154756 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -19316244.000000 Penalty: 5941.411133
	Iteration 38Q: 3 clusters Score -1.931624e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154867 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -19316270.000000 Penalty: 5941.411133
	Iteration 39Q: 3 clusters Score -1.931627e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154950 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -19316240.000000 Penalty: 5941.411133
	Iteration 40F: 3 clusters Score -1.931624e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155020 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -19316218.000000 Penalty: 5941.411133
	Iteration 41Q: 3 clusters Score -1.931622e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155082 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -19316260.000000 Penalty: 5941.411133
	Iteration 42Q: 3 clusters Score -1.931626e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155132 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -19316222.000000 Penalty: 5941.411133
	Iteration 43Q: 3 clusters Score -1.931622e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155175 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -19316240.000000 Penalty: 5941.411133
	Iteration 44Q: 3 clusters Score -1.931624e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155221 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -19316244.000000 Penalty: 5941.411133
	Iteration 45Q: 3 clusters Score -1.931624e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155263 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -19316228.000000 Penalty: 5941.411133
	Iteration 46Q: 3 clusters Score -1.931623e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155298 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -19316220.000000 Penalty: 5941.411133
	Iteration 47Q: 3 clusters Score -1.931622e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155327 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -19316206.000000 Penalty: 5941.411133
	Iteration 48Q: 3 clusters Score -1.931621e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155361 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -19316220.000000 Penalty: 5941.411133
	Iteration 49Q: 3 clusters Score -1.931622e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155396 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -19316218.000000 Penalty: 5941.411133
	Iteration 50Q: 3 clusters Score -1.931622e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155428 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -19316206.000000 Penalty: 5941.411133
	Iteration 51Q: 3 clusters Score -1.931621e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155461 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -19316218.000000 Penalty: 5941.411133
	Iteration 52Q: 3 clusters Score -1.931622e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155496 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -19316234.000000 Penalty: 5941.411133
	Iteration 53Q: 3 clusters Score -1.931623e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155525 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -19316252.000000 Penalty: 5941.411133
	Iteration 54Q: 3 clusters Score -1.931625e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155557 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -19316262.000000 Penalty: 5941.411133
	Iteration 55Q: 3 clusters Score -1.931626e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155586 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -19316288.000000 Penalty: 5941.411133
	Iteration 56Q: 3 clusters Score -1.931629e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155611 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -19316280.000000 Penalty: 5941.411133
	Iteration 57Q: 3 clusters Score -1.931628e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155628 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -19316312.000000 Penalty: 5941.411133
	Iteration 58Q: 3 clusters Score -1.931631e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155641 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -19316288.000000 Penalty: 5941.411133
	Iteration 59Q: 3 clusters Score -1.931629e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155647 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -19316290.000000 Penalty: 5941.411133
	Iteration 60F: 3 clusters Score -1.931629e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155649 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -19316294.000000 Penalty: 5941.411133
	Iteration 61Q: 3 clusters Score -1.931629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155657 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -19316294.000000 Penalty: 5941.411133
	Iteration 62Q: 3 clusters Score -1.931629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155666 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -19316284.000000 Penalty: 5941.411133
	Iteration 63Q: 3 clusters Score -1.931628e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155680 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -19316316.000000 Penalty: 5941.411133
	Iteration 64Q: 3 clusters Score -1.931632e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155697 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -19316308.000000 Penalty: 5941.411133
	Iteration 65Q: 3 clusters Score -1.931631e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155713 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -19316306.000000 Penalty: 5941.411133
	Iteration 66Q: 3 clusters Score -1.931631e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155729 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -19316322.000000 Penalty: 5941.411133
	Iteration 67Q: 3 clusters Score -1.931632e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155747 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -19316322.000000 Penalty: 5941.411133
	Iteration 68Q: 3 clusters Score -1.931632e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155762 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -19316326.000000 Penalty: 5941.411133
	Iteration 69Q: 3 clusters Score -1.931633e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155780 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -19316326.000000 Penalty: 5941.411133
	Iteration 70Q: 3 clusters Score -1.931633e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155796 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -19316348.000000 Penalty: 5941.411133
	Iteration 71Q: 3 clusters Score -1.931635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155807 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -19316350.000000 Penalty: 5941.411133
	Iteration 72Q: 3 clusters Score -1.931635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155820 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -19316350.000000 Penalty: 5941.411133
	Iteration 73Q: 3 clusters Score -1.931635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155829 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -19316344.000000 Penalty: 5941.411133
	Iteration 74Q: 3 clusters Score -1.931634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155832 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -19316340.000000 Penalty: 5941.411133
	Iteration 75Q: 3 clusters Score -1.931634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155835 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -19316348.000000 Penalty: 5941.411133
	Iteration 76Q: 3 clusters Score -1.931635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155835 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -19316348.000000 Penalty: 5941.411133
	Iteration 77Q: 3 clusters Score -1.931635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155835 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -19316348.000000 Penalty: 5941.411133
	Iteration 78F: 3 clusters Score -1.931635e+07 nChanged 0
--- Evaluating fit on full set of 3997961 points ---
Entering Unmasked Estep 
Score: -485460832.000000 Penalty: 116867.554688
20->32 Clusters: Score -485460832.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1332653 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66007 members 
Mstep: Class 2 contains 66251 members 
Mstep: Class 3 contains 66628 members 
Mstep: Class 4 contains 66693 members 
Mstep: Class 5 contains 66936 members 
Mstep: Class 6 contains 66347 members 
Mstep: Class 7 contains 66589 members 
Mstep: Class 8 contains 66524 members 
Mstep: Class 9 contains 66913 members 
Mstep: Class 10 contains 66747 members 
Mstep: Class 11 contains 67165 members 
Mstep: Class 12 contains 67131 members 
Mstep: Class 13 contains 66589 members 
Mstep: Class 14 contains 66974 members 
Mstep: Class 15 contains 66648 members 
Mstep: Class 16 contains 66317 members 
Mstep: Class 17 contains 66692 members 
Mstep: Class 18 contains 66774 members 
Mstep: Class 19 contains 66498 members 
Mstep: Class 20 contains 66230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 709.516052 but Gain 3497.468750
Score: -151497584.000000 Penalty: 66451.835938
Iteration 0F: 20 clusters Score -1.514976e+08 nChanged 1260901
Entering Unmasked Mstep 
Mstep: Class 0 contains 2263 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 40301 members 
Mstep: Class 3 contains 26326 members 
Mstep: Class 4 contains 10688 members 
Mstep: Class 5 contains 128169 members 
Mstep: Class 7 contains 412266 members 
Mstep: Class 8 contains 18252 members 
Mstep: Class 9 contains 90066 members 
Mstep: Class 10 contains 27837 members 
Mstep: Class 11 contains 21058 members 
Mstep: Class 12 contains 74422 members 
Mstep: Class 13 contains 51753 members 
Mstep: Class 14 contains 56178 members 
Mstep: Class 15 contains 19223 members 
Mstep: Class 16 contains 48962 members 
Mstep: Class 17 contains 109676 members 
Mstep: Class 18 contains 58505 members 
Mstep: Class 19 contains 45941 members 
Mstep: Class 20 contains 45364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155256784.000000 Penalty: 66451.835938
Iteration 1F: 20 clusters Score -1.552568e+08 nChanged 436989
Entering Unmasked Mstep 
Mstep: Class 0 contains 1726 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 36953 members 
Mstep: Class 3 contains 26977 members 
Mstep: Class 4 contains 7392 members 
Mstep: Class 5 contains 116822 members 
Mstep: Class 7 contains 513800 members 
Mstep: Class 8 contains 17593 members 
Mstep: Class 9 contains 85593 members 
Mstep: Class 10 contains 22504 members 
Mstep: Class 11 contains 13800 members 
Mstep: Class 12 contains 55912 members 
Mstep: Class 13 contains 45362 members 
Mstep: Class 14 contains 46706 members 
Mstep: Class 15 contains 13893 members 
Mstep: Class 16 contains 35857 members 
Mstep: Class 17 contains 125222 members 
Mstep: Class 18 contains 49201 members 
Mstep: Class 19 contains 45138 members 
Mstep: Class 20 contains 39498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155842976.000000 Penalty: 66451.835938
Iteration 2F: 20 clusters Score -1.55843e+08 nChanged 341879
Entering Unmasked Mstep 
Mstep: Class 0 contains 1022 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 49127 members 
Mstep: Class 3 contains 38397 members 
Mstep: Class 4 contains 5212 members 
Mstep: Class 5 contains 118479 members 
Mstep: Class 7 contains 458342 members 
Mstep: Class 8 contains 22918 members 
Mstep: Class 9 contains 87551 members 
Mstep: Class 10 contains 27265 members 
Mstep: Class 11 contains 11441 members 
Mstep: Class 12 contains 56118 members 
Mstep: Class 13 contains 46043 members 
Mstep: Class 14 contains 46978 members 
Mstep: Class 15 contains 9566 members 
Mstep: Class 16 contains 26176 members 
Mstep: Class 17 contains 166799 members 
Mstep: Class 18 contains 46458 members 
Mstep: Class 19 contains 42810 members 
Mstep: Class 20 contains 35006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156475568.000000 Penalty: 66451.835938
Iteration 3F: 20 clusters Score -1.564756e+08 nChanged 298007
Entering Unmasked Mstep 
Mstep: Class 0 contains 992 members 
Mstep: Class 1 contains 56935 members 
Mstep: Class 2 contains 74120 members 
Mstep: Class 3 contains 56197 members 
Mstep: Class 4 contains 3881 members 
Mstep: Class 5 contains 120900 members 
Mstep: Class 7 contains 371372 members 
Mstep: Class 8 contains 24400 members 
Mstep: Class 9 contains 88846 members 
Mstep: Class 10 contains 37192 members 
Mstep: Class 11 contains 9948 members 
Mstep: Class 12 contains 64074 members 
Mstep: Class 13 contains 46901 members 
Mstep: Class 14 contains 43730 members 
Mstep: Class 15 contains 6487 members 
Mstep: Class 16 contains 17967 members 
Mstep: Class 17 contains 195925 members 
Mstep: Class 18 contains 45664 members 
Mstep: Class 19 contains 36474 members 
Mstep: Class 20 contains 30648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156975296.000000 Penalty: 66451.835938
Iteration 4F: 20 clusters Score -1.569753e+08 nChanged 260824
Entering Unmasked Mstep 
Mstep: Class 0 contains 944 members 
Mstep: Class 1 contains 79353 members 
Mstep: Class 2 contains 102836 members 
Mstep: Class 3 contains 75883 members 
Mstep: Class 4 contains 3312 members 
Mstep: Class 5 contains 118796 members 
Mstep: Class 7 contains 312586 members 
Mstep: Class 8 contains 20935 members 
Mstep: Class 9 contains 88253 members 
Mstep: Class 10 contains 50937 members 
Mstep: Class 11 contains 8311 members 
Mstep: Class 12 contains 77136 members 
Mstep: Class 13 contains 50379 members 
Mstep: Class 14 contains 37313 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 12404 members 
Mstep: Class 17 contains 191912 members 
Mstep: Class 18 contains 41882 members 
Mstep: Class 19 contains 29023 members 
Mstep: Class 20 contains 25085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157343680.000000 Penalty: 66451.835938
Iteration 5F: 20 clusters Score -1.573437e+08 nChanged 222477
Entering Unmasked Mstep 
Mstep: Class 0 contains 834 members 
Mstep: Class 1 contains 97248 members 
Mstep: Class 2 contains 135305 members 
Mstep: Class 3 contains 93450 members 
Mstep: Class 4 contains 3043 members 
Mstep: Class 5 contains 113452 members 
Mstep: Class 7 contains 268482 members 
Mstep: Class 8 contains 17144 members 
Mstep: Class 9 contains 85731 members 
Mstep: Class 10 contains 65185 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 94968 members 
Mstep: Class 13 contains 61073 members 
Mstep: Class 14 contains 31003 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 8523 members 
Mstep: Class 17 contains 167332 members 
Mstep: Class 18 contains 34180 members 
Mstep: Class 19 contains 22475 members 
Mstep: Class 20 contains 21047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157620352.000000 Penalty: 66451.835938
Iteration 6F: 20 clusters Score -1.576204e+08 nChanged 175933
Entering Unmasked Mstep 
Mstep: Class 0 contains 381 members 
Mstep: Class 1 contains 110866 members 
Mstep: Class 2 contains 165552 members 
Mstep: Class 3 contains 104943 members 
Mstep: Class 4 contains 3242 members 
Mstep: Class 5 contains 106891 members 
Mstep: Class 7 contains 231068 members 
Mstep: Class 8 contains 14482 members 
Mstep: Class 9 contains 82461 members 
Mstep: Class 10 contains 76243 members 
Mstep: Class 11 contains 5558 members 
Mstep: Class 12 contains 111410 members 
Mstep: Class 13 contains 76476 members 
Mstep: Class 14 contains 26642 members 
Mstep: Class 15 contains 6041 members 
Mstep: Class 16 contains 5789 members 
Mstep: Class 17 contains 141272 members 
Mstep: Class 18 contains 26560 members 
Mstep: Class 19 contains 17699 members 
Mstep: Class 20 contains 19077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157854224.000000 Penalty: 66451.835938
Iteration 7F: 20 clusters Score -1.578542e+08 nChanged 132765
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 121952 members 
Mstep: Class 2 contains 188835 members 
Mstep: Class 3 contains 110484 members 
Mstep: Class 4 contains 3209 members 
Mstep: Class 5 contains 100063 members 
Mstep: Class 7 contains 200871 members 
Mstep: Class 8 contains 12886 members 
Mstep: Class 9 contains 79719 members 
Mstep: Class 10 contains 83666 members 
Mstep: Class 11 contains 4778 members 
Mstep: Class 12 contains 124835 members 
Mstep: Class 13 contains 89338 members 
Mstep: Class 14 contains 24919 members 
Mstep: Class 15 contains 6715 members 
Mstep: Class 16 contains 4216 members 
Mstep: Class 17 contains 121884 members 
Mstep: Class 18 contains 21415 members 
Mstep: Class 19 contains 14721 members 
Mstep: Class 20 contains 18033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157963376.000000 Penalty: 66451.835938
Iteration 8F: 20 clusters Score -1.579634e+08 nChanged 102213
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 131547 members 
Mstep: Class 2 contains 206352 members 
Mstep: Class 3 contains 111736 members 
Mstep: Class 4 contains 3011 members 
Mstep: Class 5 contains 93752 members 
Mstep: Class 7 contains 177510 members 
Mstep: Class 8 contains 11943 members 
Mstep: Class 9 contains 77409 members 
Mstep: Class 10 contains 88855 members 
Mstep: Class 11 contains 4238 members 
Mstep: Class 12 contains 136727 members 
Mstep: Class 13 contains 98090 members 
Mstep: Class 14 contains 25096 members 
Mstep: Class 15 contains 7342 members 
Mstep: Class 16 contains 3469 members 
Mstep: Class 17 contains 107080 members 
Mstep: Class 18 contains 18496 members 
Mstep: Class 19 contains 12756 members 
Mstep: Class 20 contains 17130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158037872.000000 Penalty: 66451.835938
Iteration 9F: 20 clusters Score -1.580379e+08 nChanged 82924
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 140189 members 
Mstep: Class 2 contains 219830 members 
Mstep: Class 3 contains 110116 members 
Mstep: Class 4 contains 2871 members 
Mstep: Class 5 contains 87935 members 
Mstep: Class 7 contains 159628 members 
Mstep: Class 8 contains 11390 members 
Mstep: Class 9 contains 75741 members 
Mstep: Class 10 contains 92091 members 
Mstep: Class 11 contains 3758 members 
Mstep: Class 12 contains 148147 members 
Mstep: Class 13 contains 104351 members 
Mstep: Class 14 contains 26201 members 
Mstep: Class 15 contains 8010 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 94391 members 
Mstep: Class 18 contains 16864 members 
Mstep: Class 19 contains 11547 members 
Mstep: Class 20 contains 16215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158093984.000000 Penalty: 66451.835938
Iteration 10F: 20 clusters Score -1.58094e+08 nChanged 70838
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 148503 members 
Mstep: Class 2 contains 230512 members 
Mstep: Class 3 contains 106611 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 82922 members 
Mstep: Class 7 contains 144841 members 
Mstep: Class 8 contains 11074 members 
Mstep: Class 9 contains 74168 members 
Mstep: Class 10 contains 93850 members 
Mstep: Class 11 contains 3343 members 
Mstep: Class 12 contains 159891 members 
Mstep: Class 13 contains 109152 members 
Mstep: Class 14 contains 27297 members 
Mstep: Class 15 contains 8712 members 
Mstep: Class 16 contains 3363 members 
Mstep: Class 17 contains 83458 members 
Mstep: Class 18 contains 15737 members 
Mstep: Class 19 contains 10822 members 
Mstep: Class 20 contains 15513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158139904.000000 Penalty: 66451.835938
Iteration 11F: 20 clusters Score -1.581399e+08 nChanged 61973
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 156920 members 
Mstep: Class 2 contains 239333 members 
Mstep: Class 3 contains 102992 members 
Mstep: Class 4 contains 2697 members 
Mstep: Class 5 contains 78686 members 
Mstep: Class 7 contains 131798 members 
Mstep: Class 8 contains 10929 members 
Mstep: Class 9 contains 72735 members 
Mstep: Class 10 contains 94299 members 
Mstep: Class 11 contains 3045 members 
Mstep: Class 12 contains 170826 members 
Mstep: Class 13 contains 112983 members 
Mstep: Class 14 contains 28164 members 
Mstep: Class 15 contains 9382 members 
Mstep: Class 16 contains 3651 members 
Mstep: Class 17 contains 73564 members 
Mstep: Class 18 contains 14962 members 
Mstep: Class 19 contains 10344 members 
Mstep: Class 20 contains 15240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158177312.000000 Penalty: 66451.835938
Iteration 12Q: 20 clusters Score -1.581773e+08 nChanged 54121
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 165543 members 
Mstep: Class 2 contains 246608 members 
Mstep: Class 3 contains 100306 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 74842 members 
Mstep: Class 7 contains 120391 members 
Mstep: Class 8 contains 10869 members 
Mstep: Class 9 contains 71494 members 
Mstep: Class 10 contains 93352 members 
Mstep: Class 11 contains 2821 members 
Mstep: Class 12 contains 180102 members 
Mstep: Class 13 contains 116313 members 
Mstep: Class 14 contains 28650 members 
Mstep: Class 15 contains 10043 members 
Mstep: Class 16 contains 4120 members 
Mstep: Class 17 contains 64574 members 
Mstep: Class 18 contains 14478 members 
Mstep: Class 19 contains 10068 members 
Mstep: Class 20 contains 15352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158204896.000000 Penalty: 66451.835938
Iteration 13Q: 20 clusters Score -1.582049e+08 nChanged 46487
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 174153 members 
Mstep: Class 2 contains 252614 members 
Mstep: Class 3 contains 98610 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 71720 members 
Mstep: Class 7 contains 110566 members 
Mstep: Class 8 contains 10923 members 
Mstep: Class 9 contains 70430 members 
Mstep: Class 10 contains 91014 members 
Mstep: Class 11 contains 2551 members 
Mstep: Class 12 contains 187199 members 
Mstep: Class 13 contains 119310 members 
Mstep: Class 14 contains 29004 members 
Mstep: Class 15 contains 10715 members 
Mstep: Class 16 contains 4592 members 
Mstep: Class 17 contains 56796 members 
Mstep: Class 18 contains 14217 members 
Mstep: Class 19 contains 9887 members 
Mstep: Class 20 contains 15669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158227504.000000 Penalty: 66451.835938
Iteration 14Q: 20 clusters Score -1.582275e+08 nChanged 39624
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 182534 members 
Mstep: Class 2 contains 257603 members 
Mstep: Class 3 contains 97870 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 68988 members 
Mstep: Class 7 contains 102591 members 
Mstep: Class 8 contains 11006 members 
Mstep: Class 9 contains 69624 members 
Mstep: Class 10 contains 87524 members 
Mstep: Class 11 contains 2313 members 
Mstep: Class 12 contains 192117 members 
Mstep: Class 13 contains 121857 members 
Mstep: Class 14 contains 29168 members 
Mstep: Class 15 contains 11433 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 50304 members 
Mstep: Class 18 contains 14076 members 
Mstep: Class 19 contains 9837 members 
Mstep: Class 20 contains 16155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158244080.000000 Penalty: 66451.835938
Iteration 15Q: 20 clusters Score -1.582441e+08 nChanged 33737
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 190480 members 
Mstep: Class 2 contains 261632 members 
Mstep: Class 3 contains 97716 members 
Mstep: Class 4 contains 2559 members 
Mstep: Class 5 contains 66791 members 
Mstep: Class 7 contains 96034 members 
Mstep: Class 8 contains 11137 members 
Mstep: Class 9 contains 68967 members 
Mstep: Class 10 contains 83302 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 195651 members 
Mstep: Class 13 contains 123930 members 
Mstep: Class 14 contains 29211 members 
Mstep: Class 15 contains 12254 members 
Mstep: Class 16 contains 5164 members 
Mstep: Class 17 contains 45152 members 
Mstep: Class 18 contains 14041 members 
Mstep: Class 19 contains 9835 members 
Mstep: Class 20 contains 16633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158256496.000000 Penalty: 66451.835938
Iteration 16Q: 20 clusters Score -1.582565e+08 nChanged 29356
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 198069 members 
Mstep: Class 2 contains 264885 members 
Mstep: Class 3 contains 97947 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 65153 members 
Mstep: Class 7 contains 90503 members 
Mstep: Class 8 contains 11271 members 
Mstep: Class 9 contains 68541 members 
Mstep: Class 10 contains 78568 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 12 contains 198169 members 
Mstep: Class 13 contains 125642 members 
Mstep: Class 14 contains 29109 members 
Mstep: Class 15 contains 13000 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 41124 members 
Mstep: Class 18 contains 14009 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 17066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158268528.000000 Penalty: 66451.835938
Iteration 17Q: 20 clusters Score -1.582685e+08 nChanged 25721
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 205201 members 
Mstep: Class 2 contains 267682 members 
Mstep: Class 3 contains 98505 members 
Mstep: Class 4 contains 2548 members 
Mstep: Class 5 contains 63790 members 
Mstep: Class 7 contains 85857 members 
Mstep: Class 8 contains 11407 members 
Mstep: Class 9 contains 68178 members 
Mstep: Class 10 contains 73482 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 200000 members 
Mstep: Class 13 contains 127042 members 
Mstep: Class 14 contains 28942 members 
Mstep: Class 15 contains 13641 members 
Mstep: Class 16 contains 5188 members 
Mstep: Class 17 contains 38019 members 
Mstep: Class 18 contains 14002 members 
Mstep: Class 19 contains 9952 members 
Mstep: Class 20 contains 17474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158279504.000000 Penalty: 66451.835938
Iteration 18Q: 20 clusters Score -1.582795e+08 nChanged 23327
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 211762 members 
Mstep: Class 2 contains 270003 members 
Mstep: Class 3 contains 99368 members 
Mstep: Class 4 contains 2546 members 
Mstep: Class 5 contains 62581 members 
Mstep: Class 7 contains 82030 members 
Mstep: Class 8 contains 11591 members 
Mstep: Class 9 contains 67928 members 
Mstep: Class 10 contains 68073 members 
Mstep: Class 11 contains 1489 members 
Mstep: Class 12 contains 201456 members 
Mstep: Class 13 contains 128218 members 
Mstep: Class 14 contains 28689 members 
Mstep: Class 15 contains 14310 members 
Mstep: Class 16 contains 5081 members 
Mstep: Class 17 contains 35408 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 10026 members 
Mstep: Class 20 contains 17897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158289360.000000 Penalty: 66451.835938
Iteration 19Q: 20 clusters Score -1.582894e+08 nChanged 21260
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 217762 members 
Mstep: Class 2 contains 271846 members 
Mstep: Class 3 contains 100404 members 
Mstep: Class 4 contains 2545 members 
Mstep: Class 5 contains 61597 members 
Mstep: Class 7 contains 78992 members 
Mstep: Class 8 contains 11768 members 
Mstep: Class 9 contains 67730 members 
Mstep: Class 10 contains 62537 members 
Mstep: Class 11 contains 1356 members 
Mstep: Class 12 contains 202618 members 
Mstep: Class 13 contains 129189 members 
Mstep: Class 14 contains 28417 members 
Mstep: Class 15 contains 14925 members 
Mstep: Class 16 contains 4925 members 
Mstep: Class 17 contains 33298 members 
Mstep: Class 18 contains 14269 members 
Mstep: Class 19 contains 10098 members 
Mstep: Class 20 contains 18275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158298640.000000 Penalty: 66451.835938
Iteration 20F: 20 clusters Score -1.582986e+08 nChanged 19737
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 223312 members 
Mstep: Class 2 contains 273413 members 
Mstep: Class 3 contains 101590 members 
Mstep: Class 4 contains 2546 members 
Mstep: Class 5 contains 60614 members 
Mstep: Class 7 contains 76598 members 
Mstep: Class 8 contains 11933 members 
Mstep: Class 9 contains 67458 members 
Mstep: Class 10 contains 56945 members 
Mstep: Class 11 contains 1327 members 
Mstep: Class 12 contains 203483 members 
Mstep: Class 13 contains 129964 members 
Mstep: Class 14 contains 28131 members 
Mstep: Class 15 contains 15469 members 
Mstep: Class 16 contains 4888 members 
Mstep: Class 17 contains 31557 members 
Mstep: Class 18 contains 14496 members 
Mstep: Class 19 contains 10222 members 
Mstep: Class 20 contains 18629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158307872.000000 Penalty: 66451.835938
Iteration 21Q: 20 clusters Score -1.583079e+08 nChanged 18345
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 228439 members 
Mstep: Class 2 contains 274648 members 
Mstep: Class 3 contains 102918 members 
Mstep: Class 4 contains 2548 members 
Mstep: Class 5 contains 59650 members 
Mstep: Class 7 contains 74735 members 
Mstep: Class 8 contains 12148 members 
Mstep: Class 9 contains 67267 members 
Mstep: Class 10 contains 51444 members 
Mstep: Class 11 contains 1196 members 
Mstep: Class 12 contains 204238 members 
Mstep: Class 13 contains 130450 members 
Mstep: Class 14 contains 27841 members 
Mstep: Class 15 contains 15964 members 
Mstep: Class 16 contains 4877 members 
Mstep: Class 17 contains 30051 members 
Mstep: Class 18 contains 14764 members 
Mstep: Class 19 contains 10434 members 
Mstep: Class 20 contains 18967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158315392.000000 Penalty: 66451.835938
Iteration 22Q: 20 clusters Score -1.583154e+08 nChanged 17212
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 233049 members 
Mstep: Class 2 contains 275504 members 
Mstep: Class 3 contains 104363 members 
Mstep: Class 4 contains 2549 members 
Mstep: Class 5 contains 58729 members 
Mstep: Class 7 contains 73310 members 
Mstep: Class 8 contains 12358 members 
Mstep: Class 9 contains 67056 members 
Mstep: Class 10 contains 46404 members 
Mstep: Class 11 contains 1106 members 
Mstep: Class 12 contains 204779 members 
Mstep: Class 13 contains 130773 members 
Mstep: Class 14 contains 27540 members 
Mstep: Class 15 contains 16250 members 
Mstep: Class 16 contains 4945 members 
Mstep: Class 17 contains 28743 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 10665 members 
Mstep: Class 20 contains 19303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158324944.000000 Penalty: 66451.835938
Iteration 23Q: 20 clusters Score -1.583249e+08 nChanged 16081
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 236835 members 
Mstep: Class 2 contains 276101 members 
Mstep: Class 3 contains 105829 members 
Mstep: Class 4 contains 2549 members 
Mstep: Class 5 contains 57806 members 
Mstep: Class 7 contains 72250 members 
Mstep: Class 8 contains 12615 members 
Mstep: Class 9 contains 66823 members 
Mstep: Class 10 contains 42254 members 
Mstep: Class 11 contains 1063 members 
Mstep: Class 12 contains 205072 members 
Mstep: Class 13 contains 130928 members 
Mstep: Class 14 contains 27204 members 
Mstep: Class 15 contains 16264 members 
Mstep: Class 16 contains 5120 members 
Mstep: Class 17 contains 27693 members 
Mstep: Class 18 contains 15656 members 
Mstep: Class 19 contains 10928 members 
Mstep: Class 20 contains 19589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158335056.000000 Penalty: 66451.835938
Iteration 24Q: 20 clusters Score -1.583351e+08 nChanged 14338
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 239136 members 
Mstep: Class 2 contains 276434 members 
Mstep: Class 3 contains 107328 members 
Mstep: Class 4 contains 2548 members 
Mstep: Class 5 contains 56952 members 
Mstep: Class 7 contains 71476 members 
Mstep: Class 8 contains 12878 members 
Mstep: Class 9 contains 66589 members 
Mstep: Class 10 contains 39616 members 
Mstep: Class 11 contains 1031 members 
Mstep: Class 12 contains 205157 members 
Mstep: Class 13 contains 131109 members 
Mstep: Class 14 contains 26918 members 
Mstep: Class 15 contains 15905 members 
Mstep: Class 16 contains 5299 members 
Mstep: Class 17 contains 26876 members 
Mstep: Class 18 contains 16289 members 
Mstep: Class 19 contains 11185 members 
Mstep: Class 20 contains 19853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158346352.000000 Penalty: 66451.835938
Iteration 25Q: 20 clusters Score -1.583464e+08 nChanged 13269
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 240129 members 
Mstep: Class 2 contains 276789 members 
Mstep: Class 3 contains 108885 members 
Mstep: Class 4 contains 2548 members 
Mstep: Class 5 contains 56156 members 
Mstep: Class 7 contains 71004 members 
Mstep: Class 8 contains 13097 members 
Mstep: Class 9 contains 66375 members 
Mstep: Class 10 contains 37785 members 
Mstep: Class 11 contains 982 members 
Mstep: Class 12 contains 205357 members 
Mstep: Class 13 contains 131412 members 
Mstep: Class 14 contains 26665 members 
Mstep: Class 15 contains 15212 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 26188 members 
Mstep: Class 18 contains 16990 members 
Mstep: Class 19 contains 11427 members 
Mstep: Class 20 contains 20115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158355920.000000 Penalty: 66451.835938
Iteration 26Q: 20 clusters Score -1.583559e+08 nChanged 11837
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 240337 members 
Mstep: Class 2 contains 277360 members 
Mstep: Class 3 contains 110488 members 
Mstep: Class 4 contains 2550 members 
Mstep: Class 5 contains 55363 members 
Mstep: Class 7 contains 70679 members 
Mstep: Class 8 contains 13288 members 
Mstep: Class 9 contains 66178 members 
Mstep: Class 10 contains 36306 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 205946 members 
Mstep: Class 13 contains 131630 members 
Mstep: Class 14 contains 26445 members 
Mstep: Class 15 contains 14302 members 
Mstep: Class 16 contains 5567 members 
Mstep: Class 17 contains 25538 members 
Mstep: Class 18 contains 17631 members 
Mstep: Class 19 contains 11671 members 
Mstep: Class 20 contains 20334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158363952.000000 Penalty: 66451.835938
Iteration 27Q: 20 clusters Score -1.58364e+08 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 240271 members 
Mstep: Class 2 contains 277938 members 
Mstep: Class 3 contains 112053 members 
Mstep: Class 4 contains 2548 members 
Mstep: Class 5 contains 54524 members 
Mstep: Class 7 contains 70362 members 
Mstep: Class 8 contains 13457 members 
Mstep: Class 9 contains 66018 members 
Mstep: Class 10 contains 35449 members 
Mstep: Class 11 contains 959 members 
Mstep: Class 12 contains 206490 members 
Mstep: Class 13 contains 131684 members 
Mstep: Class 14 contains 26252 members 
Mstep: Class 15 contains 13453 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 24875 members 
Mstep: Class 18 contains 18186 members 
Mstep: Class 19 contains 11892 members 
Mstep: Class 20 contains 20544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368528.000000 Penalty: 66451.835938
Iteration 28Q: 20 clusters Score -1.583685e+08 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 240081 members 
Mstep: Class 2 contains 278259 members 
Mstep: Class 3 contains 113557 members 
Mstep: Class 4 contains 2546 members 
Mstep: Class 5 contains 53797 members 
Mstep: Class 7 contains 70036 members 
Mstep: Class 8 contains 13632 members 
Mstep: Class 9 contains 65859 members 
Mstep: Class 10 contains 35171 members 
Mstep: Class 11 contains 961 members 
Mstep: Class 12 contains 206704 members 
Mstep: Class 13 contains 131685 members 
Mstep: Class 14 contains 26063 members 
Mstep: Class 15 contains 12828 members 
Mstep: Class 16 contains 5652 members 
Mstep: Class 17 contains 24228 members 
Mstep: Class 18 contains 18693 members 
Mstep: Class 19 contains 12093 members 
Mstep: Class 20 contains 20734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370672.000000 Penalty: 66451.835938
Iteration 29Q: 20 clusters Score -1.583707e+08 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 239775 members 
Mstep: Class 2 contains 278437 members 
Mstep: Class 3 contains 114977 members 
Mstep: Class 4 contains 2546 members 
Mstep: Class 5 contains 53153 members 
Mstep: Class 7 contains 69772 members 
Mstep: Class 8 contains 13815 members 
Mstep: Class 9 contains 65710 members 
Mstep: Class 10 contains 35148 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 206567 members 
Mstep: Class 13 contains 131685 members 
Mstep: Class 14 contains 25912 members 
Mstep: Class 15 contains 12440 members 
Mstep: Class 16 contains 5668 members 
Mstep: Class 17 contains 23651 members 
Mstep: Class 18 contains 19157 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 20901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158371984.000000 Penalty: 66451.835938
Iteration 30Q: 20 clusters Score -1.58372e+08 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 239525 members 
Mstep: Class 2 contains 278458 members 
Mstep: Class 3 contains 116357 members 
Mstep: Class 4 contains 2546 members 
Mstep: Class 5 contains 52562 members 
Mstep: Class 7 contains 69535 members 
Mstep: Class 8 contains 13999 members 
Mstep: Class 9 contains 65574 members 
Mstep: Class 10 contains 35281 members 
Mstep: Class 11 contains 954 members 
Mstep: Class 12 contains 206280 members 
Mstep: Class 13 contains 131697 members 
Mstep: Class 14 contains 25819 members 
Mstep: Class 15 contains 12184 members 
Mstep: Class 16 contains 5671 members 
Mstep: Class 17 contains 23102 members 
Mstep: Class 18 contains 19552 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 21007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158372800.000000 Penalty: 66451.835938
Iteration 31Q: 20 clusters Score -1.583728e+08 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 239312 members 
Mstep: Class 2 contains 278406 members 
Mstep: Class 3 contains 117731 members 
Mstep: Class 4 contains 2546 members 
Mstep: Class 5 contains 52057 members 
Mstep: Class 7 contains 69333 members 
Mstep: Class 8 contains 14150 members 
Mstep: Class 9 contains 65450 members 
Mstep: Class 10 contains 35443 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 12 contains 205850 members 
Mstep: Class 13 contains 131681 members 
Mstep: Class 14 contains 25740 members 
Mstep: Class 15 contains 11993 members 
Mstep: Class 16 contains 5678 members 
Mstep: Class 17 contains 22618 members 
Mstep: Class 18 contains 19865 members 
Mstep: Class 19 contains 12655 members 
Mstep: Class 20 contains 21118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158374032.000000 Penalty: 66451.835938
Iteration 32Q: 20 clusters Score -1.58374e+08 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 239093 members 
Mstep: Class 2 contains 278344 members 
Mstep: Class 3 contains 119089 members 
Mstep: Class 4 contains 2546 members 
Mstep: Class 5 contains 51592 members 
Mstep: Class 7 contains 69175 members 
Mstep: Class 8 contains 14277 members 
Mstep: Class 9 contains 65345 members 
Mstep: Class 10 contains 35574 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 205283 members 
Mstep: Class 13 contains 131687 members 
Mstep: Class 14 contains 25693 members 
Mstep: Class 15 contains 11904 members 
Mstep: Class 16 contains 5688 members 
Mstep: Class 17 contains 22193 members 
Mstep: Class 18 contains 20132 members 
Mstep: Class 19 contains 12800 members 
Mstep: Class 20 contains 21212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158374448.000000 Penalty: 66451.835938
Iteration 33Q: 20 clusters Score -1.583744e+08 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 238887 members 
Mstep: Class 2 contains 278258 members 
Mstep: Class 3 contains 120366 members 
Mstep: Class 4 contains 2546 members 
Mstep: Class 5 contains 51176 members 
Mstep: Class 7 contains 69039 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 65248 members 
Mstep: Class 10 contains 35698 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 204698 members 
Mstep: Class 13 contains 131722 members 
Mstep: Class 14 contains 25640 members 
Mstep: Class 15 contains 11833 members 
Mstep: Class 16 contains 5717 members 
Mstep: Class 17 contains 21815 members 
Mstep: Class 18 contains 20335 members 
Mstep: Class 19 contains 12961 members 
Mstep: Class 20 contains 21296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158375264.000000 Penalty: 66451.835938
Iteration 34Q: 20 clusters Score -1.583753e+08 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 238687 members 
Mstep: Class 2 contains 278159 members 
Mstep: Class 3 contains 121591 members 
Mstep: Class 4 contains 2546 members 
Mstep: Class 5 contains 50783 members 
Mstep: Class 7 contains 68945 members 
Mstep: Class 8 contains 14513 members 
Mstep: Class 9 contains 65159 members 
Mstep: Class 10 contains 35792 members 
Mstep: Class 11 contains 959 members 
Mstep: Class 12 contains 204067 members 
Mstep: Class 13 contains 131735 members 
Mstep: Class 14 contains 25606 members 
Mstep: Class 15 contains 11794 members 
Mstep: Class 16 contains 5732 members 
Mstep: Class 17 contains 21494 members 
Mstep: Class 18 contains 20528 members 
Mstep: Class 19 contains 13115 members 
Mstep: Class 20 contains 21374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158375792.000000 Penalty: 66451.835938
Iteration 35Q: 20 clusters Score -1.583758e+08 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 238472 members 
Mstep: Class 2 contains 278055 members 
Mstep: Class 3 contains 122813 members 
Mstep: Class 4 contains 2546 members 
Mstep: Class 5 contains 50447 members 
Mstep: Class 7 contains 68882 members 
Mstep: Class 8 contains 14660 members 
Mstep: Class 9 contains 65101 members 
Mstep: Class 10 contains 35862 members 
Mstep: Class 11 contains 964 members 
Mstep: Class 12 contains 203404 members 
Mstep: Class 13 contains 131744 members 
Mstep: Class 14 contains 25590 members 
Mstep: Class 15 contains 11736 members 
Mstep: Class 16 contains 5729 members 
Mstep: Class 17 contains 21193 members 
Mstep: Class 18 contains 20665 members 
Mstep: Class 19 contains 13267 members 
Mstep: Class 20 contains 21449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376112.000000 Penalty: 66451.835938
Iteration 36Q: 20 clusters Score -1.583761e+08 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 238261 members 
Mstep: Class 2 contains 277943 members 
Mstep: Class 3 contains 123965 members 
Mstep: Class 4 contains 2546 members 
Mstep: Class 5 contains 50123 members 
Mstep: Class 7 contains 68826 members 
Mstep: Class 8 contains 14795 members 
Mstep: Class 9 contains 65070 members 
Mstep: Class 10 contains 35930 members 
Mstep: Class 11 contains 969 members 
Mstep: Class 12 contains 202741 members 
Mstep: Class 13 contains 131740 members 
Mstep: Class 14 contains 25558 members 
Mstep: Class 15 contains 11697 members 
Mstep: Class 16 contains 5723 members 
Mstep: Class 17 contains 20990 members 
Mstep: Class 18 contains 20790 members 
Mstep: Class 19 contains 13412 members 
Mstep: Class 20 contains 21500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376480.000000 Penalty: 66451.835938
Iteration 37Q: 20 clusters Score -1.583765e+08 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 238075 members 
Mstep: Class 2 contains 277814 members 
Mstep: Class 3 contains 125097 members 
Mstep: Class 4 contains 2546 members 
Mstep: Class 5 contains 49839 members 
Mstep: Class 7 contains 68776 members 
Mstep: Class 8 contains 14907 members 
Mstep: Class 9 contains 65036 members 
Mstep: Class 10 contains 35990 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 202074 members 
Mstep: Class 13 contains 131722 members 
Mstep: Class 14 contains 25536 members 
Mstep: Class 15 contains 11665 members 
Mstep: Class 16 contains 5715 members 
Mstep: Class 17 contains 20825 members 
Mstep: Class 18 contains 20904 members 
Mstep: Class 19 contains 13537 members 
Mstep: Class 20 contains 21549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158376928.000000 Penalty: 66451.835938
Iteration 38Q: 20 clusters Score -1.583769e+08 nChanged 2740
Entering ConstructFrom: 
Score: -158376928.000000 Penalty: 66451.835938
Entering ConstructFrom: 
Trying to split cluster 1 (237910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237910 members 
Entering Unmasked Estep 
Score: -28738252.000000 Penalty: 3070.152832
	Iteration 0F: 2 clusters Score -2.873825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118824 members 
Mstep: Class 2 contains 119086 members 
Entering Unmasked Estep 
Score: -28579504.000000 Penalty: 6140.305664
	Iteration 0F: 3 clusters Score -2.85795e+07 nChanged 114941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118805 members 
Mstep: Class 2 contains 119105 members 
Entering Unmasked Estep 
Score: -28649012.000000 Penalty: 6140.305664
	Iteration 1F: 3 clusters Score -2.864901e+07 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118874 members 
Mstep: Class 2 contains 119036 members 
Entering Unmasked Estep 
Score: -28652144.000000 Penalty: 6140.305664
	Iteration 2Q: 3 clusters Score -2.865214e+07 nChanged 10601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118917 members 
Mstep: Class 2 contains 118993 members 
Entering Unmasked Estep 
Score: -28656900.000000 Penalty: 6140.305664
	Iteration 3Q: 3 clusters Score -2.86569e+07 nChanged 12371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118514 members 
Mstep: Class 2 contains 119396 members 
Entering Unmasked Estep 
Score: -28663426.000000 Penalty: 6140.305664
	Iteration 4F: 3 clusters Score -2.866343e+07 nChanged 14050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117096 members 
Mstep: Class 2 contains 120814 members 
Entering Unmasked Estep 
Score: -28671554.000000 Penalty: 6140.305664
	Iteration 5F: 3 clusters Score -2.867155e+07 nChanged 14654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114318 members 
Mstep: Class 2 contains 123592 members 
Entering Unmasked Estep 
Score: -28680212.000000 Penalty: 6140.305664
	Iteration 6F: 3 clusters Score -2.868021e+07 nChanged 14815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110289 members 
Mstep: Class 2 contains 127621 members 
Entering Unmasked Estep 
Score: -28689898.000000 Penalty: 6140.305664
	Iteration 7F: 3 clusters Score -2.86899e+07 nChanged 14022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105557 members 
Mstep: Class 2 contains 132353 members 
Entering Unmasked Estep 
Score: -28699148.000000 Penalty: 6140.305664
	Iteration 8F: 3 clusters Score -2.869915e+07 nChanged 12325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100622 members 
Mstep: Class 2 contains 137288 members 
Entering Unmasked Estep 
Score: -28707276.000000 Penalty: 6140.305664
	Iteration 9F: 3 clusters Score -2.870728e+07 nChanged 10217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95573 members 
Mstep: Class 2 contains 142337 members 
Entering Unmasked Estep 
Score: -28713826.000000 Penalty: 6140.305664
	Iteration 10Q: 3 clusters Score -2.871383e+07 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90255 members 
Mstep: Class 2 contains 147655 members 
Entering Unmasked Estep 
Score: -28719658.000000 Penalty: 6140.305664
	Iteration 11Q: 3 clusters Score -2.871966e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84711 members 
Mstep: Class 2 contains 153199 members 
Entering Unmasked Estep 
Score: -28726524.000000 Penalty: 6140.305664
	Iteration 12Q: 3 clusters Score -2.872652e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79405 members 
Mstep: Class 2 contains 158505 members 
Entering Unmasked Estep 
Score: -28733572.000000 Penalty: 6140.305664
	Iteration 13Q: 3 clusters Score -2.873357e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75151 members 
Mstep: Class 2 contains 162759 members 
Entering Unmasked Estep 
Score: -28738866.000000 Penalty: 6140.305664
	Iteration 14Q: 3 clusters Score -2.873887e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72282 members 
Mstep: Class 2 contains 165628 members 
Entering Unmasked Estep 
Score: -28741000.000000 Penalty: 6140.305664
	Iteration 15Q: 3 clusters Score -2.8741e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70323 members 
Mstep: Class 2 contains 167587 members 
Entering Unmasked Estep 
Score: -28742110.000000 Penalty: 6140.305664
	Iteration 16Q: 3 clusters Score -2.874211e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68905 members 
Mstep: Class 2 contains 169005 members 
Entering Unmasked Estep 
Score: -28742364.000000 Penalty: 6140.305664
	Iteration 17Q: 3 clusters Score -2.874236e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 170089 members 
Entering Unmasked Estep 
Score: -28742460.000000 Penalty: 6140.305664
	Iteration 18Q: 3 clusters Score -2.874246e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 170914 members 
Entering Unmasked Estep 
Score: -28742524.000000 Penalty: 6140.305664
	Iteration 19Q: 3 clusters Score -2.874252e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66302 members 
Mstep: Class 2 contains 171608 members 
Entering Unmasked Estep 
Score: -28742722.000000 Penalty: 6140.305664
	Iteration 20F: 3 clusters Score -2.874272e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 172199 members 
Entering Unmasked Estep 
Score: -28742842.000000 Penalty: 6140.305664
	Iteration 21Q: 3 clusters Score -2.874284e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65237 members 
Mstep: Class 2 contains 172673 members 
Entering Unmasked Estep 
Score: -28742852.000000 Penalty: 6140.305664
	Iteration 22Q: 3 clusters Score -2.874285e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64888 members 
Mstep: Class 2 contains 173022 members 
Entering Unmasked Estep 
Score: -28742904.000000 Penalty: 6140.305664
	Iteration 23Q: 3 clusters Score -2.87429e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64573 members 
Mstep: Class 2 contains 173337 members 
Entering Unmasked Estep 
Score: -28742928.000000 Penalty: 6140.305664
	Iteration 24Q: 3 clusters Score -2.874293e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64299 members 
Mstep: Class 2 contains 173611 members 
Entering Unmasked Estep 
Score: -28742966.000000 Penalty: 6140.305664
	Iteration 25Q: 3 clusters Score -2.874297e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64092 members 
Mstep: Class 2 contains 173818 members 
Entering Unmasked Estep 
Score: -28743034.000000 Penalty: 6140.305664
	Iteration 26Q: 3 clusters Score -2.874303e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63919 members 
Mstep: Class 2 contains 173991 members 
Entering Unmasked Estep 
Score: -28743010.000000 Penalty: 6140.305664
	Iteration 27Q: 3 clusters Score -2.874301e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63754 members 
Mstep: Class 2 contains 174156 members 
Entering Unmasked Estep 
Score: -28743052.000000 Penalty: 6140.305664
	Iteration 28Q: 3 clusters Score -2.874305e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63610 members 
Mstep: Class 2 contains 174300 members 
Entering Unmasked Estep 
Score: -28743072.000000 Penalty: 6140.305664
	Iteration 29Q: 3 clusters Score -2.874307e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63481 members 
Mstep: Class 2 contains 174429 members 
Entering Unmasked Estep 
Score: -28743056.000000 Penalty: 6140.305664
	Iteration 30Q: 3 clusters Score -2.874306e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63342 members 
Mstep: Class 2 contains 174568 members 
Entering Unmasked Estep 
Score: -28743092.000000 Penalty: 6140.305664
	Iteration 31Q: 3 clusters Score -2.874309e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63212 members 
Mstep: Class 2 contains 174698 members 
Entering Unmasked Estep 
Score: -28743078.000000 Penalty: 6140.305664
	Iteration 32Q: 3 clusters Score -2.874308e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 174805 members 
Entering Unmasked Estep 
Score: -28743108.000000 Penalty: 6140.305664
	Iteration 33Q: 3 clusters Score -2.874311e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62996 members 
Mstep: Class 2 contains 174914 members 
Entering Unmasked Estep 
Score: -28743072.000000 Penalty: 6140.305664
	Iteration 34Q: 3 clusters Score -2.874307e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62910 members 
Mstep: Class 2 contains 175000 members 
Entering Unmasked Estep 
Score: -28743040.000000 Penalty: 6140.305664
	Iteration 35Q: 3 clusters Score -2.874304e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62833 members 
Mstep: Class 2 contains 175077 members 
Entering Unmasked Estep 
Score: -28743024.000000 Penalty: 6140.305664
	Iteration 36Q: 3 clusters Score -2.874302e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62774 members 
Mstep: Class 2 contains 175136 members 
Entering Unmasked Estep 
Score: -28743018.000000 Penalty: 6140.305664
	Iteration 37Q: 3 clusters Score -2.874302e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62737 members 
Mstep: Class 2 contains 175173 members 
Entering Unmasked Estep 
Score: -28743050.000000 Penalty: 6140.305664
	Iteration 38Q: 3 clusters Score -2.874305e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62707 members 
Mstep: Class 2 contains 175203 members 
Entering Unmasked Estep 
Score: -28743054.000000 Penalty: 6140.305664
	Iteration 39Q: 3 clusters Score -2.874305e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62681 members 
Mstep: Class 2 contains 175229 members 
Entering Unmasked Estep 
Score: -28743058.000000 Penalty: 6140.305664
	Iteration 40F: 3 clusters Score -2.874306e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62662 members 
Mstep: Class 2 contains 175248 members 
Entering Unmasked Estep 
Score: -28743054.000000 Penalty: 6140.305664
	Iteration 41Q: 3 clusters Score -2.874305e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62640 members 
Mstep: Class 2 contains 175270 members 
Entering Unmasked Estep 
Score: -28743034.000000 Penalty: 6140.305664
	Iteration 42Q: 3 clusters Score -2.874303e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62619 members 
Mstep: Class 2 contains 175291 members 
Entering Unmasked Estep 
Score: -28743050.000000 Penalty: 6140.305664
	Iteration 43Q: 3 clusters Score -2.874305e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62602 members 
Mstep: Class 2 contains 175308 members 
Entering Unmasked Estep 
Score: -28743014.000000 Penalty: 6140.305664
	Iteration 44Q: 3 clusters Score -2.874301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62594 members 
Mstep: Class 2 contains 175316 members 
Entering Unmasked Estep 
Score: -28743022.000000 Penalty: 6140.305664
	Iteration 45Q: 3 clusters Score -2.874302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 175324 members 
Entering Unmasked Estep 
Score: -28743040.000000 Penalty: 6140.305664
	Iteration 46Q: 3 clusters Score -2.874304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62578 members 
Mstep: Class 2 contains 175332 members 
Entering Unmasked Estep 
Score: -28743028.000000 Penalty: 6140.305664
	Iteration 47Q: 3 clusters Score -2.874303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62573 members 
Mstep: Class 2 contains 175337 members 
Entering Unmasked Estep 
Score: -28743022.000000 Penalty: 6140.305664
	Iteration 48Q: 3 clusters Score -2.874302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62567 members 
Mstep: Class 2 contains 175343 members 
Entering Unmasked Estep 
Score: -28743028.000000 Penalty: 6140.305664
	Iteration 49Q: 3 clusters Score -2.874303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 175349 members 
Entering Unmasked Estep 
Score: -28743028.000000 Penalty: 6140.305664
	Iteration 50Q: 3 clusters Score -2.874303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62556 members 
Mstep: Class 2 contains 175354 members 
Entering Unmasked Estep 
Score: -28743048.000000 Penalty: 6140.305664
	Iteration 51Q: 3 clusters Score -2.874305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62549 members 
Mstep: Class 2 contains 175361 members 
Entering Unmasked Estep 
Score: -28743040.000000 Penalty: 6140.305664
	Iteration 52Q: 3 clusters Score -2.874304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62545 members 
Mstep: Class 2 contains 175365 members 
Entering Unmasked Estep 
Score: -28743042.000000 Penalty: 6140.305664
	Iteration 53Q: 3 clusters Score -2.874304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62542 members 
Mstep: Class 2 contains 175368 members 
Entering Unmasked Estep 
Score: -28743044.000000 Penalty: 6140.305664
	Iteration 54Q: 3 clusters Score -2.874304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62540 members 
Mstep: Class 2 contains 175370 members 
Entering Unmasked Estep 
Score: -28743026.000000 Penalty: 6140.305664
	Iteration 55Q: 3 clusters Score -2.874303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 175371 members 
Entering Unmasked Estep 
Score: -28743034.000000 Penalty: 6140.305664
	Iteration 56Q: 3 clusters Score -2.874303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 175371 members 
Entering Unmasked Estep 
Score: -28743034.000000 Penalty: 6140.305664
	Iteration 57F: 3 clusters Score -2.874303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 277685 members 
Mstep: Class 3 contains 126162 members 
Mstep: Class 4 contains 2546 members 
Mstep: Class 5 contains 49578 members 
Mstep: Class 6 contains 175371 members 
Mstep: Class 7 contains 68736 members 
Mstep: Class 8 contains 14997 members 
Mstep: Class 9 contains 65010 members 
Mstep: Class 10 contains 36051 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 201386 members 
Mstep: Class 13 contains 131734 members 
Mstep: Class 14 contains 25517 members 
Mstep: Class 15 contains 11641 members 
Mstep: Class 16 contains 5701 members 
Mstep: Class 17 contains 20700 members 
Mstep: Class 18 contains 20984 members 
Mstep: Class 19 contains 13689 members 
Mstep: Class 20 contains 21578 members 
Entering Unmasked Estep 
Score: -158378480.000000 Penalty: 69949.304688
Splitting cluster 1 changes total score from -158376928.000000 to -158378480.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 2 (277685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277685 members 
Entering Unmasked Estep 
Score: -33703856.000000 Penalty: 3108.492188
	Iteration 0F: 2 clusters Score -3.370386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138508 members 
Mstep: Class 2 contains 139177 members 
Entering Unmasked Estep 
Score: -33523156.000000 Penalty: 6216.984375
	Iteration 0F: 3 clusters Score -3.352316e+07 nChanged 134538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129356 members 
Mstep: Class 2 contains 148329 members 
Entering Unmasked Estep 
Score: -33604248.000000 Penalty: 6216.984375
	Iteration 1F: 3 clusters Score -3.360425e+07 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122654 members 
Mstep: Class 2 contains 155031 members 
Entering Unmasked Estep 
Score: -33607268.000000 Penalty: 6216.984375
	Iteration 2Q: 3 clusters Score -3.360727e+07 nChanged 13406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112182 members 
Mstep: Class 2 contains 165503 members 
Entering Unmasked Estep 
Score: -33612804.000000 Penalty: 6216.984375
	Iteration 3Q: 3 clusters Score -3.36128e+07 nChanged 18380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96774 members 
Mstep: Class 2 contains 180911 members 
Entering Unmasked Estep 
Score: -33623744.000000 Penalty: 6216.984375
	Iteration 4F: 3 clusters Score -3.362374e+07 nChanged 23077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76723 members 
Mstep: Class 2 contains 200962 members 
Entering Unmasked Estep 
Score: -33640512.000000 Penalty: 6216.984375
	Iteration 5F: 3 clusters Score -3.364051e+07 nChanged 24315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 222657 members 
Entering Unmasked Estep 
Score: -33659344.000000 Penalty: 6216.984375
	Iteration 6F: 3 clusters Score -3.365934e+07 nChanged 20420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 241725 members 
Entering Unmasked Estep 
Score: -33675884.000000 Penalty: 6216.984375
	Iteration 7F: 3 clusters Score -3.367588e+07 nChanged 14054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 255349 members 
Entering Unmasked Estep 
Score: -33688204.000000 Penalty: 6216.984375
	Iteration 8F: 3 clusters Score -3.36882e+07 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 263332 members 
Entering Unmasked Estep 
Score: -33697368.000000 Penalty: 6216.984375
	Iteration 9Q: 3 clusters Score -3.369737e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 266648 members 
Entering Unmasked Estep 
Score: -33705164.000000 Penalty: 6216.984375
	Iteration 10Q: 3 clusters Score -3.370516e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 266925 members 
Entering Unmasked Estep 
Score: -33708432.000000 Penalty: 6216.984375
	Iteration 11Q: 3 clusters Score -3.370843e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 266843 members 
Entering Unmasked Estep 
Score: -33709424.000000 Penalty: 6216.984375
	Iteration 12Q: 3 clusters Score -3.370942e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 266858 members 
Entering Unmasked Estep 
Score: -33709780.000000 Penalty: 6216.984375
	Iteration 13Q: 3 clusters Score -3.370978e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 266909 members 
Entering Unmasked Estep 
Score: -33709892.000000 Penalty: 6216.984375
	Iteration 14Q: 3 clusters Score -3.370989e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 266970 members 
Entering Unmasked Estep 
Score: -33709976.000000 Penalty: 6216.984375
	Iteration 15Q: 3 clusters Score -3.370998e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 267010 members 
Entering Unmasked Estep 
Score: -33710032.000000 Penalty: 6216.984375
	Iteration 16Q: 3 clusters Score -3.371003e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 267043 members 
Entering Unmasked Estep 
Score: -33709992.000000 Penalty: 6216.984375
	Iteration 17Q: 3 clusters Score -3.370999e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 267068 members 
Entering Unmasked Estep 
Score: -33709988.000000 Penalty: 6216.984375
	Iteration 18Q: 3 clusters Score -3.370999e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 267088 members 
Entering Unmasked Estep 
Score: -33710032.000000 Penalty: 6216.984375
	Iteration 19Q: 3 clusters Score -3.371003e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 267097 members 
Entering Unmasked Estep 
Score: -33710040.000000 Penalty: 6216.984375
	Iteration 20F: 3 clusters Score -3.371004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 267102 members 
Entering Unmasked Estep 
Score: -33710048.000000 Penalty: 6216.984375
	Iteration 21Q: 3 clusters Score -3.371005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 267110 members 
Entering Unmasked Estep 
Score: -33710028.000000 Penalty: 6216.984375
	Iteration 22Q: 3 clusters Score -3.371003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 267113 members 
Entering Unmasked Estep 
Score: -33710048.000000 Penalty: 6216.984375
	Iteration 23Q: 3 clusters Score -3.371005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 267115 members 
Entering Unmasked Estep 
Score: -33710032.000000 Penalty: 6216.984375
	Iteration 24Q: 3 clusters Score -3.371003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 267116 members 
Entering Unmasked Estep 
Score: -33710020.000000 Penalty: 6216.984375
	Iteration 25Q: 3 clusters Score -3.371002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 267117 members 
Entering Unmasked Estep 
Score: -33710012.000000 Penalty: 6216.984375
	Iteration 26Q: 3 clusters Score -3.371001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 267119 members 
Entering Unmasked Estep 
Score: -33710032.000000 Penalty: 6216.984375
	Iteration 27Q: 3 clusters Score -3.371003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 267120 members 
Entering Unmasked Estep 
Score: -33710028.000000 Penalty: 6216.984375
	Iteration 28Q: 3 clusters Score -3.371003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 267121 members 
Entering Unmasked Estep 
Score: -33710032.000000 Penalty: 6216.984375
	Iteration 29Q: 3 clusters Score -3.371003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 267121 members 
Entering Unmasked Estep 
Score: -33710032.000000 Penalty: 6216.984375
	Iteration 30F: 3 clusters Score -3.371003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 10564 members 
Mstep: Class 3 contains 126162 members 
Mstep: Class 4 contains 2546 members 
Mstep: Class 5 contains 49578 members 
Mstep: Class 6 contains 175371 members 
Mstep: Class 7 contains 68736 members 
Mstep: Class 8 contains 14997 members 
Mstep: Class 9 contains 65010 members 
Mstep: Class 10 contains 36051 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 201386 members 
Mstep: Class 13 contains 131734 members 
Mstep: Class 14 contains 25517 members 
Mstep: Class 15 contains 11641 members 
Mstep: Class 16 contains 5701 members 
Mstep: Class 17 contains 20700 members 
Mstep: Class 18 contains 20984 members 
Mstep: Class 19 contains 13689 members 
Mstep: Class 20 contains 21578 members 
Mstep: Class 21 contains 267121 members 
Entering Unmasked Estep 
Score: -158385376.000000 Penalty: 73446.765625
Splitting cluster 2 changes total score from -158376928.000000 to -158385376.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (126162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126162 members 
Entering Unmasked Estep 
Score: -15393550.000000 Penalty: 2912.839844
	Iteration 0F: 2 clusters Score -1.539355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63119 members 
Mstep: Class 2 contains 63043 members 
Entering Unmasked Estep 
Score: -15309152.000000 Penalty: 5825.679688
	Iteration 0F: 3 clusters Score -1.530915e+07 nChanged 60154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64165 members 
Mstep: Class 2 contains 61997 members 
Entering Unmasked Estep 
Score: -15344142.000000 Penalty: 5825.679688
	Iteration 1F: 3 clusters Score -1.534414e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64848 members 
Mstep: Class 2 contains 61314 members 
Entering Unmasked Estep 
Score: -15345537.000000 Penalty: 5825.679688
	Iteration 2Q: 3 clusters Score -1.534554e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65556 members 
Mstep: Class 2 contains 60606 members 
Entering Unmasked Estep 
Score: -15347117.000000 Penalty: 5825.679688
	Iteration 3Q: 3 clusters Score -1.534712e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66263 members 
Mstep: Class 2 contains 59899 members 
Entering Unmasked Estep 
Score: -15349291.000000 Penalty: 5825.679688
	Iteration 4Q: 3 clusters Score -1.534929e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66686 members 
Mstep: Class 2 contains 59476 members 
Entering Unmasked Estep 
Score: -15352214.000000 Penalty: 5825.679688
	Iteration 5Q: 3 clusters Score -1.535221e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66638 members 
Mstep: Class 2 contains 59524 members 
Entering Unmasked Estep 
Score: -15355588.000000 Penalty: 5825.679688
	Iteration 6F: 3 clusters Score -1.535559e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65858 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
Score: -15359735.000000 Penalty: 5825.679688
	Iteration 7F: 3 clusters Score -1.535974e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64671 members 
Mstep: Class 2 contains 61491 members 
Entering Unmasked Estep 
Score: -15364217.000000 Penalty: 5825.679688
	Iteration 8F: 3 clusters Score -1.536422e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63253 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -15368477.000000 Penalty: 5825.679688
	Iteration 9F: 3 clusters Score -1.536848e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61928 members 
Mstep: Class 2 contains 64234 members 
Entering Unmasked Estep 
Score: -15371436.000000 Penalty: 5825.679688
	Iteration 10F: 3 clusters Score -1.537144e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60978 members 
Mstep: Class 2 contains 65184 members 
Entering Unmasked Estep 
Score: -15373255.000000 Penalty: 5825.679688
	Iteration 11Q: 3 clusters Score -1.537326e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60270 members 
Mstep: Class 2 contains 65892 members 
Entering Unmasked Estep 
Score: -15374283.000000 Penalty: 5825.679688
	Iteration 12Q: 3 clusters Score -1.537428e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59627 members 
Mstep: Class 2 contains 66535 members 
Entering Unmasked Estep 
Score: -15374888.000000 Penalty: 5825.679688
	Iteration 13Q: 3 clusters Score -1.537489e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59077 members 
Mstep: Class 2 contains 67085 members 
Entering Unmasked Estep 
Score: -15375353.000000 Penalty: 5825.679688
	Iteration 14Q: 3 clusters Score -1.537535e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58562 members 
Mstep: Class 2 contains 67600 members 
Entering Unmasked Estep 
Score: -15375826.000000 Penalty: 5825.679688
	Iteration 15Q: 3 clusters Score -1.537583e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58026 members 
Mstep: Class 2 contains 68136 members 
Entering Unmasked Estep 
Score: -15376349.000000 Penalty: 5825.679688
	Iteration 16Q: 3 clusters Score -1.537635e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 68653 members 
Entering Unmasked Estep 
Score: -15376782.000000 Penalty: 5825.679688
	Iteration 17Q: 3 clusters Score -1.537678e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 69143 members 
Entering Unmasked Estep 
Score: -15377218.000000 Penalty: 5825.679688
	Iteration 18Q: 3 clusters Score -1.537722e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 69613 members 
Entering Unmasked Estep 
Score: -15377702.000000 Penalty: 5825.679688
	Iteration 19Q: 3 clusters Score -1.53777e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 70018 members 
Entering Unmasked Estep 
Score: -15378099.000000 Penalty: 5825.679688
	Iteration 20F: 3 clusters Score -1.53781e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 70422 members 
Entering Unmasked Estep 
Score: -15378592.000000 Penalty: 5825.679688
	Iteration 21Q: 3 clusters Score -1.537859e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 70846 members 
Entering Unmasked Estep 
Score: -15379119.000000 Penalty: 5825.679688
	Iteration 22Q: 3 clusters Score -1.537912e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54913 members 
Mstep: Class 2 contains 71249 members 
Entering Unmasked Estep 
Score: -15379609.000000 Penalty: 5825.679688
	Iteration 23Q: 3 clusters Score -1.537961e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 71699 members 
Entering Unmasked Estep 
Score: -15380130.000000 Penalty: 5825.679688
	Iteration 24Q: 3 clusters Score -1.538013e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 72173 members 
Entering Unmasked Estep 
Score: -15380663.000000 Penalty: 5825.679688
	Iteration 25Q: 3 clusters Score -1.538066e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 72752 members 
Entering Unmasked Estep 
Score: -15381166.000000 Penalty: 5825.679688
	Iteration 26Q: 3 clusters Score -1.538117e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52754 members 
Mstep: Class 2 contains 73408 members 
Entering Unmasked Estep 
Score: -15381790.000000 Penalty: 5825.679688
	Iteration 27Q: 3 clusters Score -1.538179e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 74171 members 
Entering Unmasked Estep 
Score: -15382393.000000 Penalty: 5825.679688
	Iteration 28Q: 3 clusters Score -1.538239e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 74990 members 
Entering Unmasked Estep 
Score: -15382807.000000 Penalty: 5825.679688
	Iteration 29Q: 3 clusters Score -1.538281e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 75792 members 
Entering Unmasked Estep 
Score: -15383297.000000 Penalty: 5825.679688
	Iteration 30Q: 3 clusters Score -1.53833e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 76601 members 
Entering Unmasked Estep 
Score: -15383656.000000 Penalty: 5825.679688
	Iteration 31Q: 3 clusters Score -1.538366e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 77378 members 
Entering Unmasked Estep 
Score: -15383878.000000 Penalty: 5825.679688
	Iteration 32Q: 3 clusters Score -1.538388e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 78135 members 
Entering Unmasked Estep 
Score: -15384140.000000 Penalty: 5825.679688
	Iteration 33Q: 3 clusters Score -1.538414e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 78857 members 
Entering Unmasked Estep 
Score: -15384255.000000 Penalty: 5825.679688
	Iteration 34Q: 3 clusters Score -1.538426e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 79547 members 
Entering Unmasked Estep 
Score: -15384404.000000 Penalty: 5825.679688
	Iteration 35Q: 3 clusters Score -1.53844e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 80210 members 
Entering Unmasked Estep 
Score: -15384477.000000 Penalty: 5825.679688
	Iteration 36Q: 3 clusters Score -1.538448e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 80816 members 
Entering Unmasked Estep 
Score: -15384560.000000 Penalty: 5825.679688
	Iteration 37Q: 3 clusters Score -1.538456e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 81359 members 
Entering Unmasked Estep 
Score: -15384665.000000 Penalty: 5825.679688
	Iteration 38Q: 3 clusters Score -1.538466e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 81859 members 
Entering Unmasked Estep 
Score: -15384754.000000 Penalty: 5825.679688
	Iteration 39Q: 3 clusters Score -1.538475e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 82320 members 
Entering Unmasked Estep 
Score: -15384851.000000 Penalty: 5825.679688
	Iteration 40F: 3 clusters Score -1.538485e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 82785 members 
Entering Unmasked Estep 
Score: -15384887.000000 Penalty: 5825.679688
	Iteration 41Q: 3 clusters Score -1.538489e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 83238 members 
Entering Unmasked Estep 
Score: -15384872.000000 Penalty: 5825.679688
	Iteration 42Q: 3 clusters Score -1.538487e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
Score: -15384915.000000 Penalty: 5825.679688
	Iteration 43Q: 3 clusters Score -1.538492e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 84080 members 
Entering Unmasked Estep 
Score: -15384989.000000 Penalty: 5825.679688
	Iteration 44Q: 3 clusters Score -1.538499e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 84506 members 
Entering Unmasked Estep 
Score: -15385050.000000 Penalty: 5825.679688
	Iteration 45Q: 3 clusters Score -1.538505e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 84898 members 
Entering Unmasked Estep 
Score: -15385090.000000 Penalty: 5825.679688
	Iteration 46Q: 3 clusters Score -1.538509e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 85271 members 
Entering Unmasked Estep 
Score: -15385180.000000 Penalty: 5825.679688
	Iteration 47Q: 3 clusters Score -1.538518e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 85632 members 
Entering Unmasked Estep 
Score: -15385205.000000 Penalty: 5825.679688
	Iteration 48Q: 3 clusters Score -1.53852e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 85968 members 
Entering Unmasked Estep 
Score: -15385215.000000 Penalty: 5825.679688
	Iteration 49Q: 3 clusters Score -1.538522e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 86275 members 
Entering Unmasked Estep 
Score: -15385225.000000 Penalty: 5825.679688
	Iteration 50Q: 3 clusters Score -1.538522e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 86565 members 
Entering Unmasked Estep 
Score: -15385227.000000 Penalty: 5825.679688
	Iteration 51Q: 3 clusters Score -1.538523e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 86839 members 
Entering Unmasked Estep 
Score: -15385232.000000 Penalty: 5825.679688
	Iteration 52Q: 3 clusters Score -1.538523e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 87140 members 
Entering Unmasked Estep 
Score: -15385291.000000 Penalty: 5825.679688
	Iteration 53Q: 3 clusters Score -1.538529e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 87447 members 
Entering Unmasked Estep 
Score: -15385333.000000 Penalty: 5825.679688
	Iteration 54Q: 3 clusters Score -1.538533e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 87759 members 
Entering Unmasked Estep 
Score: -15385379.000000 Penalty: 5825.679688
	Iteration 55Q: 3 clusters Score -1.538538e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 88050 members 
Entering Unmasked Estep 
Score: -15385391.000000 Penalty: 5825.679688
	Iteration 56Q: 3 clusters Score -1.538539e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 88350 members 
Entering Unmasked Estep 
Score: -15385446.000000 Penalty: 5825.679688
	Iteration 57Q: 3 clusters Score -1.538545e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 88645 members 
Entering Unmasked Estep 
Score: -15385475.000000 Penalty: 5825.679688
	Iteration 58Q: 3 clusters Score -1.538548e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 88942 members 
Entering Unmasked Estep 
Score: -15385535.000000 Penalty: 5825.679688
	Iteration 59Q: 3 clusters Score -1.538554e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 89258 members 
Entering Unmasked Estep 
Score: -15385625.000000 Penalty: 5825.679688
	Iteration 60F: 3 clusters Score -1.538562e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 89570 members 
Entering Unmasked Estep 
Score: -15385632.000000 Penalty: 5825.679688
	Iteration 61Q: 3 clusters Score -1.538563e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 89888 members 
Entering Unmasked Estep 
Score: -15385694.000000 Penalty: 5825.679688
	Iteration 62Q: 3 clusters Score -1.538569e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 90235 members 
Entering Unmasked Estep 
Score: -15385736.000000 Penalty: 5825.679688
	Iteration 63Q: 3 clusters Score -1.538574e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 90581 members 
Entering Unmasked Estep 
Score: -15385800.000000 Penalty: 5825.679688
	Iteration 64Q: 3 clusters Score -1.53858e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 90880 members 
Entering Unmasked Estep 
Score: -15385839.000000 Penalty: 5825.679688
	Iteration 65Q: 3 clusters Score -1.538584e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 91164 members 
Entering Unmasked Estep 
Score: -15385874.000000 Penalty: 5825.679688
	Iteration 66Q: 3 clusters Score -1.538587e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 91433 members 
Entering Unmasked Estep 
Score: -15385863.000000 Penalty: 5825.679688
	Iteration 67Q: 3 clusters Score -1.538586e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 91671 members 
Entering Unmasked Estep 
Score: -15385899.000000 Penalty: 5825.679688
	Iteration 68Q: 3 clusters Score -1.53859e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 91895 members 
Entering Unmasked Estep 
Score: -15385923.000000 Penalty: 5825.679688
	Iteration 69Q: 3 clusters Score -1.538592e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 92112 members 
Entering Unmasked Estep 
Score: -15385891.000000 Penalty: 5825.679688
	Iteration 70Q: 3 clusters Score -1.538589e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 92308 members 
Entering Unmasked Estep 
Score: -15385925.000000 Penalty: 5825.679688
	Iteration 71Q: 3 clusters Score -1.538592e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 92486 members 
Entering Unmasked Estep 
Score: -15385939.000000 Penalty: 5825.679688
	Iteration 72Q: 3 clusters Score -1.538594e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 92633 members 
Entering Unmasked Estep 
Score: -15385943.000000 Penalty: 5825.679688
	Iteration 73Q: 3 clusters Score -1.538594e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 92785 members 
Entering Unmasked Estep 
Score: -15385921.000000 Penalty: 5825.679688
	Iteration 74Q: 3 clusters Score -1.538592e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 92952 members 
Entering Unmasked Estep 
Score: -15385895.000000 Penalty: 5825.679688
	Iteration 75Q: 3 clusters Score -1.53859e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 93104 members 
Entering Unmasked Estep 
Score: -15385913.000000 Penalty: 5825.679688
	Iteration 76Q: 3 clusters Score -1.538591e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 93263 members 
Entering Unmasked Estep 
Score: -15385911.000000 Penalty: 5825.679688
	Iteration 77Q: 3 clusters Score -1.538591e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 93404 members 
Entering Unmasked Estep 
Score: -15385966.000000 Penalty: 5825.679688
	Iteration 78Q: 3 clusters Score -1.538597e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 93527 members 
Entering Unmasked Estep 
Score: -15385977.000000 Penalty: 5825.679688
	Iteration 79Q: 3 clusters Score -1.538598e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 93645 members 
Entering Unmasked Estep 
Score: -15386001.000000 Penalty: 5825.679688
	Iteration 80F: 3 clusters Score -1.5386e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 93779 members 
Entering Unmasked Estep 
Score: -15385942.000000 Penalty: 5825.679688
	Iteration 81Q: 3 clusters Score -1.538594e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 93909 members 
Entering Unmasked Estep 
Score: -15385960.000000 Penalty: 5825.679688
	Iteration 82Q: 3 clusters Score -1.538596e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 94027 members 
Entering Unmasked Estep 
Score: -15385959.000000 Penalty: 5825.679688
	Iteration 83Q: 3 clusters Score -1.538596e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 94148 members 
Entering Unmasked Estep 
Score: -15385975.000000 Penalty: 5825.679688
	Iteration 84Q: 3 clusters Score -1.538598e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 94266 members 
Entering Unmasked Estep 
Score: -15386004.000000 Penalty: 5825.679688
	Iteration 85Q: 3 clusters Score -1.5386e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 94395 members 
Entering Unmasked Estep 
Score: -15386002.000000 Penalty: 5825.679688
	Iteration 86Q: 3 clusters Score -1.5386e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 94510 members 
Entering Unmasked Estep 
Score: -15385984.000000 Penalty: 5825.679688
	Iteration 87Q: 3 clusters Score -1.538598e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 94629 members 
Entering Unmasked Estep 
Score: -15385986.000000 Penalty: 5825.679688
	Iteration 88Q: 3 clusters Score -1.538599e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 94726 members 
Entering Unmasked Estep 
Score: -15386014.000000 Penalty: 5825.679688
	Iteration 89Q: 3 clusters Score -1.538601e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 94835 members 
Entering Unmasked Estep 
Score: -15386029.000000 Penalty: 5825.679688
	Iteration 90Q: 3 clusters Score -1.538603e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 94956 members 
Entering Unmasked Estep 
Score: -15386024.000000 Penalty: 5825.679688
	Iteration 91Q: 3 clusters Score -1.538602e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 95090 members 
Entering Unmasked Estep 
Score: -15386041.000000 Penalty: 5825.679688
	Iteration 92Q: 3 clusters Score -1.538604e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 95193 members 
Entering Unmasked Estep 
Score: -15386032.000000 Penalty: 5825.679688
	Iteration 93Q: 3 clusters Score -1.538603e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 95300 members 
Entering Unmasked Estep 
Score: -15386052.000000 Penalty: 5825.679688
	Iteration 94Q: 3 clusters Score -1.538605e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 95396 members 
Entering Unmasked Estep 
Score: -15386033.000000 Penalty: 5825.679688
	Iteration 95Q: 3 clusters Score -1.538603e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 95503 members 
Entering Unmasked Estep 
Score: -15386038.000000 Penalty: 5825.679688
	Iteration 96Q: 3 clusters Score -1.538604e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 95624 members 
Entering Unmasked Estep 
Score: -15386018.000000 Penalty: 5825.679688
	Iteration 97Q: 3 clusters Score -1.538602e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 95748 members 
Entering Unmasked Estep 
Score: -15386005.000000 Penalty: 5825.679688
	Iteration 98Q: 3 clusters Score -1.5386e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 95865 members 
Entering Unmasked Estep 
Score: -15386040.000000 Penalty: 5825.679688
	Iteration 99Q: 3 clusters Score -1.538604e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 95968 members 
Entering Unmasked Estep 
Score: -15386078.000000 Penalty: 5825.679688
	Iteration 100F: 3 clusters Score -1.538608e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 96073 members 
Entering Unmasked Estep 
Score: -15386042.000000 Penalty: 5825.679688
	Iteration 101Q: 3 clusters Score -1.538604e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 96185 members 
Entering Unmasked Estep 
Score: -15386056.000000 Penalty: 5825.679688
	Iteration 102Q: 3 clusters Score -1.538606e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 96294 members 
Entering Unmasked Estep 
Score: -15386047.000000 Penalty: 5825.679688
	Iteration 103Q: 3 clusters Score -1.538605e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 96401 members 
Entering Unmasked Estep 
Score: -15386054.000000 Penalty: 5825.679688
	Iteration 104Q: 3 clusters Score -1.538605e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 96510 members 
Entering Unmasked Estep 
Score: -15386100.000000 Penalty: 5825.679688
	Iteration 105Q: 3 clusters Score -1.53861e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 96628 members 
Entering Unmasked Estep 
Score: -15386114.000000 Penalty: 5825.679688
	Iteration 106Q: 3 clusters Score -1.538611e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 96743 members 
Entering Unmasked Estep 
Score: -15386129.000000 Penalty: 5825.679688
	Iteration 107Q: 3 clusters Score -1.538613e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 96847 members 
Entering Unmasked Estep 
Score: -15386114.000000 Penalty: 5825.679688
	Iteration 108Q: 3 clusters Score -1.538611e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 96946 members 
Entering Unmasked Estep 
Score: -15386138.000000 Penalty: 5825.679688
	Iteration 109Q: 3 clusters Score -1.538614e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 97049 members 
Entering Unmasked Estep 
Score: -15386150.000000 Penalty: 5825.679688
	Iteration 110Q: 3 clusters Score -1.538615e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 97148 members 
Entering Unmasked Estep 
Score: -15386167.000000 Penalty: 5825.679688
	Iteration 111Q: 3 clusters Score -1.538617e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 97248 members 
Entering Unmasked Estep 
Score: -15386174.000000 Penalty: 5825.679688
	Iteration 112Q: 3 clusters Score -1.538617e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 97339 members 
Entering Unmasked Estep 
Score: -15386173.000000 Penalty: 5825.679688
	Iteration 113Q: 3 clusters Score -1.538617e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 97429 members 
Entering Unmasked Estep 
Score: -15386192.000000 Penalty: 5825.679688
	Iteration 114Q: 3 clusters Score -1.538619e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 97522 members 
Entering Unmasked Estep 
Score: -15386193.000000 Penalty: 5825.679688
	Iteration 115Q: 3 clusters Score -1.538619e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 97623 members 
Entering Unmasked Estep 
Score: -15386206.000000 Penalty: 5825.679688
	Iteration 116Q: 3 clusters Score -1.538621e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 97727 members 
Entering Unmasked Estep 
Score: -15386225.000000 Penalty: 5825.679688
	Iteration 117Q: 3 clusters Score -1.538622e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 97835 members 
Entering Unmasked Estep 
Score: -15386213.000000 Penalty: 5825.679688
	Iteration 118Q: 3 clusters Score -1.538621e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 97943 members 
Entering Unmasked Estep 
Score: -15386234.000000 Penalty: 5825.679688
	Iteration 119Q: 3 clusters Score -1.538623e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 98034 members 
Entering Unmasked Estep 
Score: -15386226.000000 Penalty: 5825.679688
	Iteration 120F: 3 clusters Score -1.538623e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 98141 members 
Entering Unmasked Estep 
Score: -15386226.000000 Penalty: 5825.679688
	Iteration 121Q: 3 clusters Score -1.538623e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 98243 members 
Entering Unmasked Estep 
Score: -15386259.000000 Penalty: 5825.679688
	Iteration 122Q: 3 clusters Score -1.538626e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 98335 members 
Entering Unmasked Estep 
Score: -15386278.000000 Penalty: 5825.679688
	Iteration 123Q: 3 clusters Score -1.538628e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 98428 members 
Entering Unmasked Estep 
Score: -15386231.000000 Penalty: 5825.679688
	Iteration 124Q: 3 clusters Score -1.538623e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 98530 members 
Entering Unmasked Estep 
Score: -15386263.000000 Penalty: 5825.679688
	Iteration 125Q: 3 clusters Score -1.538626e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 98619 members 
Entering Unmasked Estep 
Score: -15386301.000000 Penalty: 5825.679688
	Iteration 126Q: 3 clusters Score -1.53863e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 98727 members 
Entering Unmasked Estep 
Score: -15386322.000000 Penalty: 5825.679688
	Iteration 127Q: 3 clusters Score -1.538632e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 98844 members 
Entering Unmasked Estep 
Score: -15386338.000000 Penalty: 5825.679688
	Iteration 128Q: 3 clusters Score -1.538634e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 98963 members 
Entering Unmasked Estep 
Score: -15386352.000000 Penalty: 5825.679688
	Iteration 129Q: 3 clusters Score -1.538635e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 99087 members 
Entering Unmasked Estep 
Score: -15386359.000000 Penalty: 5825.679688
	Iteration 130Q: 3 clusters Score -1.538636e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 99200 members 
Entering Unmasked Estep 
Score: -15386349.000000 Penalty: 5825.679688
	Iteration 131Q: 3 clusters Score -1.538635e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 99325 members 
Entering Unmasked Estep 
Score: -15386375.000000 Penalty: 5825.679688
	Iteration 132Q: 3 clusters Score -1.538638e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 99457 members 
Entering Unmasked Estep 
Score: -15386375.000000 Penalty: 5825.679688
	Iteration 133Q: 3 clusters Score -1.538638e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 99590 members 
Entering Unmasked Estep 
Score: -15386359.000000 Penalty: 5825.679688
	Iteration 134Q: 3 clusters Score -1.538636e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 99728 members 
Entering Unmasked Estep 
Score: -15386382.000000 Penalty: 5825.679688
	Iteration 135Q: 3 clusters Score -1.538638e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 99871 members 
Entering Unmasked Estep 
Score: -15386388.000000 Penalty: 5825.679688
	Iteration 136Q: 3 clusters Score -1.538639e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 100002 members 
Entering Unmasked Estep 
Score: -15386398.000000 Penalty: 5825.679688
	Iteration 137Q: 3 clusters Score -1.53864e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 100132 members 
Entering Unmasked Estep 
Score: -15386355.000000 Penalty: 5825.679688
	Iteration 138Q: 3 clusters Score -1.538636e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 100242 members 
Entering Unmasked Estep 
Score: -15386354.000000 Penalty: 5825.679688
	Iteration 139Q: 3 clusters Score -1.538635e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 100360 members 
Entering Unmasked Estep 
Score: -15386370.000000 Penalty: 5825.679688
	Iteration 140F: 3 clusters Score -1.538637e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 100495 members 
Entering Unmasked Estep 
Score: -15386356.000000 Penalty: 5825.679688
	Iteration 141Q: 3 clusters Score -1.538636e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 100638 members 
Entering Unmasked Estep 
Score: -15386371.000000 Penalty: 5825.679688
	Iteration 142Q: 3 clusters Score -1.538637e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 100784 members 
Entering Unmasked Estep 
Score: -15386379.000000 Penalty: 5825.679688
	Iteration 143Q: 3 clusters Score -1.538638e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 100958 members 
Entering Unmasked Estep 
Score: -15386416.000000 Penalty: 5825.679688
	Iteration 144Q: 3 clusters Score -1.538642e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 101142 members 
Entering Unmasked Estep 
Score: -15386404.000000 Penalty: 5825.679688
	Iteration 145Q: 3 clusters Score -1.53864e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 101335 members 
Entering Unmasked Estep 
Score: -15386419.000000 Penalty: 5825.679688
	Iteration 146Q: 3 clusters Score -1.538642e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 101534 members 
Entering Unmasked Estep 
Score: -15386402.000000 Penalty: 5825.679688
	Iteration 147Q: 3 clusters Score -1.53864e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 101722 members 
Entering Unmasked Estep 
Score: -15386427.000000 Penalty: 5825.679688
	Iteration 148Q: 3 clusters Score -1.538643e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 101927 members 
Entering Unmasked Estep 
Score: -15386461.000000 Penalty: 5825.679688
	Iteration 149Q: 3 clusters Score -1.538646e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 102143 members 
Entering Unmasked Estep 
Score: -15386487.000000 Penalty: 5825.679688
	Iteration 150Q: 3 clusters Score -1.538649e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 102375 members 
Entering Unmasked Estep 
Score: -15386503.000000 Penalty: 5825.679688
	Iteration 151Q: 3 clusters Score -1.53865e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 102636 members 
Entering Unmasked Estep 
Score: -15386489.000000 Penalty: 5825.679688
	Iteration 152Q: 3 clusters Score -1.538649e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 102886 members 
Entering Unmasked Estep 
Score: -15386460.000000 Penalty: 5825.679688
	Iteration 153Q: 3 clusters Score -1.538646e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 103157 members 
Entering Unmasked Estep 
Score: -15386461.000000 Penalty: 5825.679688
	Iteration 154Q: 3 clusters Score -1.538646e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 103432 members 
Entering Unmasked Estep 
Score: -15386477.000000 Penalty: 5825.679688
	Iteration 155Q: 3 clusters Score -1.538648e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 103732 members 
Entering Unmasked Estep 
Score: -15386484.000000 Penalty: 5825.679688
	Iteration 156Q: 3 clusters Score -1.538648e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 104071 members 
Entering Unmasked Estep 
Score: -15386583.000000 Penalty: 5825.679688
	Iteration 157Q: 3 clusters Score -1.538658e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 104475 members 
Entering Unmasked Estep 
Score: -15386595.000000 Penalty: 5825.679688
	Iteration 158Q: 3 clusters Score -1.53866e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 104912 members 
Entering Unmasked Estep 
Score: -15386676.000000 Penalty: 5825.679688
	Iteration 159Q: 3 clusters Score -1.538668e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 105373 members 
Entering Unmasked Estep 
Score: -15386722.000000 Penalty: 5825.679688
	Iteration 160F: 3 clusters Score -1.538672e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 105864 members 
Entering Unmasked Estep 
Score: -15386708.000000 Penalty: 5825.679688
	Iteration 161Q: 3 clusters Score -1.538671e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 106388 members 
Entering Unmasked Estep 
Score: -15386811.000000 Penalty: 5825.679688
	Iteration 162Q: 3 clusters Score -1.538681e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 106962 members 
Entering Unmasked Estep 
Score: -15386983.000000 Penalty: 5825.679688
	Iteration 163Q: 3 clusters Score -1.538698e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 107574 members 
Entering Unmasked Estep 
Score: -15387118.000000 Penalty: 5825.679688
	Iteration 164Q: 3 clusters Score -1.538712e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 108206 members 
Entering Unmasked Estep 
Score: -15387241.000000 Penalty: 5825.679688
	Iteration 165Q: 3 clusters Score -1.538724e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 108865 members 
Entering Unmasked Estep 
Score: -15387277.000000 Penalty: 5825.679688
	Iteration 166Q: 3 clusters Score -1.538728e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 109529 members 
Entering Unmasked Estep 
Score: -15387403.000000 Penalty: 5825.679688
	Iteration 167Q: 3 clusters Score -1.53874e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 110234 members 
Entering Unmasked Estep 
Score: -15387559.000000 Penalty: 5825.679688
	Iteration 168Q: 3 clusters Score -1.538756e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 111009 members 
Entering Unmasked Estep 
Score: -15387694.000000 Penalty: 5825.679688
	Iteration 169Q: 3 clusters Score -1.538769e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 111847 members 
Entering Unmasked Estep 
Score: -15387969.000000 Penalty: 5825.679688
	Iteration 170Q: 3 clusters Score -1.538797e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 112691 members 
Entering Unmasked Estep 
Score: -15388174.000000 Penalty: 5825.679688
	Iteration 171Q: 3 clusters Score -1.538817e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 113564 members 
Entering Unmasked Estep 
Score: -15388412.000000 Penalty: 5825.679688
	Iteration 172Q: 3 clusters Score -1.538841e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 114443 members 
Entering Unmasked Estep 
Score: -15388652.000000 Penalty: 5825.679688
	Iteration 173Q: 3 clusters Score -1.538865e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 115322 members 
Entering Unmasked Estep 
Score: -15388889.000000 Penalty: 5825.679688
	Iteration 174Q: 3 clusters Score -1.538889e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 116129 members 
Entering Unmasked Estep 
Score: -15389107.000000 Penalty: 5825.679688
	Iteration 175Q: 3 clusters Score -1.538911e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 116970 members 
Entering Unmasked Estep 
Score: -15389383.000000 Penalty: 5825.679688
	Iteration 176Q: 3 clusters Score -1.538938e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 117780 members 
Entering Unmasked Estep 
Score: -15389659.000000 Penalty: 5825.679688
	Iteration 177Q: 3 clusters Score -1.538966e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 118532 members 
Entering Unmasked Estep 
Score: -15389826.000000 Penalty: 5825.679688
	Iteration 178Q: 3 clusters Score -1.538983e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 119196 members 
Entering Unmasked Estep 
Score: -15390070.000000 Penalty: 5825.679688
	Iteration 179Q: 3 clusters Score -1.539007e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 119855 members 
Entering Unmasked Estep 
Score: -15390237.000000 Penalty: 5825.679688
	Iteration 180F: 3 clusters Score -1.539024e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 120418 members 
Entering Unmasked Estep 
Score: -15390418.000000 Penalty: 5825.679688
	Iteration 181Q: 3 clusters Score -1.539042e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 120908 members 
Entering Unmasked Estep 
Score: -15390595.000000 Penalty: 5825.679688
	Iteration 182Q: 3 clusters Score -1.53906e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 121351 members 
Entering Unmasked Estep 
Score: -15390733.000000 Penalty: 5825.679688
	Iteration 183Q: 3 clusters Score -1.539073e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 121690 members 
Entering Unmasked Estep 
Score: -15390882.000000 Penalty: 5825.679688
	Iteration 184Q: 3 clusters Score -1.539088e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 121965 members 
Entering Unmasked Estep 
Score: -15390928.000000 Penalty: 5825.679688
	Iteration 185Q: 3 clusters Score -1.539093e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 122208 members 
Entering Unmasked Estep 
Score: -15391028.000000 Penalty: 5825.679688
	Iteration 186Q: 3 clusters Score -1.539103e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 122400 members 
Entering Unmasked Estep 
Score: -15391052.000000 Penalty: 5825.679688
	Iteration 187Q: 3 clusters Score -1.539105e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 122573 members 
Entering Unmasked Estep 
Score: -15391143.000000 Penalty: 5825.679688
	Iteration 188Q: 3 clusters Score -1.539114e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 122728 members 
Entering Unmasked Estep 
Score: -15391207.000000 Penalty: 5825.679688
	Iteration 189Q: 3 clusters Score -1.539121e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 122856 members 
Entering Unmasked Estep 
Score: -15391246.000000 Penalty: 5825.679688
	Iteration 190Q: 3 clusters Score -1.539125e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 122967 members 
Entering Unmasked Estep 
Score: -15391299.000000 Penalty: 5825.679688
	Iteration 191Q: 3 clusters Score -1.53913e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 123071 members 
Entering Unmasked Estep 
Score: -15391379.000000 Penalty: 5825.679688
	Iteration 192Q: 3 clusters Score -1.539138e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 123172 members 
Entering Unmasked Estep 
Score: -15391405.000000 Penalty: 5825.679688
	Iteration 193Q: 3 clusters Score -1.53914e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 123256 members 
Entering Unmasked Estep 
Score: -15391455.000000 Penalty: 5825.679688
	Iteration 194Q: 3 clusters Score -1.539146e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 123324 members 
Entering Unmasked Estep 
Score: -15391474.000000 Penalty: 5825.679688
	Iteration 195Q: 3 clusters Score -1.539147e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 123384 members 
Entering Unmasked Estep 
Score: -15391490.000000 Penalty: 5825.679688
	Iteration 196Q: 3 clusters Score -1.539149e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 123435 members 
Entering Unmasked Estep 
Score: -15391541.000000 Penalty: 5825.679688
	Iteration 197Q: 3 clusters Score -1.539154e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 123485 members 
Entering Unmasked Estep 
Score: -15391573.000000 Penalty: 5825.679688
	Iteration 198Q: 3 clusters Score -1.539157e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 123521 members 
Entering Unmasked Estep 
Score: -15391587.000000 Penalty: 5825.679688
	Iteration 199Q: 3 clusters Score -1.539159e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 123557 members 
Entering Unmasked Estep 
Score: -15391609.000000 Penalty: 5825.679688
	Iteration 200F: 3 clusters Score -1.539161e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 123599 members 
Entering Unmasked Estep 
Score: -15391637.000000 Penalty: 5825.679688
	Iteration 201Q: 3 clusters Score -1.539164e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 123629 members 
Entering Unmasked Estep 
Score: -15391665.000000 Penalty: 5825.679688
	Iteration 202Q: 3 clusters Score -1.539166e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 123650 members 
Entering Unmasked Estep 
Score: -15391635.000000 Penalty: 5825.679688
	Iteration 203Q: 3 clusters Score -1.539164e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 123670 members 
Entering Unmasked Estep 
Score: -15391645.000000 Penalty: 5825.679688
	Iteration 204Q: 3 clusters Score -1.539164e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 123698 members 
Entering Unmasked Estep 
Score: -15391664.000000 Penalty: 5825.679688
	Iteration 205Q: 3 clusters Score -1.539166e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 123734 members 
Entering Unmasked Estep 
Score: -15391640.000000 Penalty: 5825.679688
	Iteration 206Q: 3 clusters Score -1.539164e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 123755 members 
Entering Unmasked Estep 
Score: -15391635.000000 Penalty: 5825.679688
	Iteration 207Q: 3 clusters Score -1.539164e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 123774 members 
Entering Unmasked Estep 
Score: -15391646.000000 Penalty: 5825.679688
	Iteration 208Q: 3 clusters Score -1.539165e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 123787 members 
Entering Unmasked Estep 
Score: -15391653.000000 Penalty: 5825.679688
	Iteration 209Q: 3 clusters Score -1.539165e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 123796 members 
Entering Unmasked Estep 
Score: -15391673.000000 Penalty: 5825.679688
	Iteration 210Q: 3 clusters Score -1.539167e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 123814 members 
Entering Unmasked Estep 
Score: -15391685.000000 Penalty: 5825.679688
	Iteration 211Q: 3 clusters Score -1.539168e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 123821 members 
Entering Unmasked Estep 
Score: -15391707.000000 Penalty: 5825.679688
	Iteration 212Q: 3 clusters Score -1.539171e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 123829 members 
Entering Unmasked Estep 
Score: -15391700.000000 Penalty: 5825.679688
	Iteration 213Q: 3 clusters Score -1.53917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 123837 members 
Entering Unmasked Estep 
Score: -15391699.000000 Penalty: 5825.679688
	Iteration 214Q: 3 clusters Score -1.53917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 123843 members 
Entering Unmasked Estep 
Score: -15391705.000000 Penalty: 5825.679688
	Iteration 215Q: 3 clusters Score -1.53917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 123846 members 
Entering Unmasked Estep 
Score: -15391699.000000 Penalty: 5825.679688
	Iteration 216Q: 3 clusters Score -1.53917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 123850 members 
Entering Unmasked Estep 
Score: -15391702.000000 Penalty: 5825.679688
	Iteration 217Q: 3 clusters Score -1.53917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 123855 members 
Entering Unmasked Estep 
Score: -15391702.000000 Penalty: 5825.679688
	Iteration 218Q: 3 clusters Score -1.53917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 123858 members 
Entering Unmasked Estep 
Score: -15391709.000000 Penalty: 5825.679688
	Iteration 219Q: 3 clusters Score -1.539171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 123860 members 
Entering Unmasked Estep 
Score: -15391707.000000 Penalty: 5825.679688
	Iteration 220F: 3 clusters Score -1.539171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 123864 members 
Entering Unmasked Estep 
Score: -15391706.000000 Penalty: 5825.679688
	Iteration 221Q: 3 clusters Score -1.539171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 123865 members 
Entering Unmasked Estep 
Score: -15391711.000000 Penalty: 5825.679688
	Iteration 222Q: 3 clusters Score -1.539171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 123865 members 
Entering Unmasked Estep 
Score: -15391711.000000 Penalty: 5825.679688
	Iteration 223F: 3 clusters Score -1.539171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Entering Unmasked Estep 
Score: -264341.000000 Penalty: 1944.885132
	Iteration 0F: 2 clusters Score -264341 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 1296 members 
Entering Unmasked Estep 
Score: -261702.875000 Penalty: 3889.770264
	Iteration 0F: 3 clusters Score -261702.9 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -265103.187500 Penalty: 3889.770264
	Iteration 1F: 3 clusters Score -265103.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -268588.250000 Penalty: 3889.770264
	Iteration 2F: 3 clusters Score -268588.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -269761.937500 Penalty: 3889.770264
	Iteration 3F: 3 clusters Score -269761.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -270074.375000 Penalty: 3889.770264
	Iteration 4Q: 3 clusters Score -270074.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -270182.312500 Penalty: 3889.770264
	Iteration 5Q: 3 clusters Score -270182.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -270249.000000 Penalty: 3889.770264
	Iteration 6Q: 3 clusters Score -270249 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -270318.281250 Penalty: 3889.770264
	Iteration 7Q: 3 clusters Score -270318.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -270404.937500 Penalty: 3889.770264
	Iteration 8Q: 3 clusters Score -270404.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -270549.937500 Penalty: 3889.770264
	Iteration 9Q: 3 clusters Score -270549.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -270776.812500 Penalty: 3889.770264
	Iteration 10Q: 3 clusters Score -270776.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -270930.843750 Penalty: 3889.770264
	Iteration 11Q: 3 clusters Score -270930.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -270987.968750 Penalty: 3889.770264
	Iteration 12Q: 3 clusters Score -270988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -271015.625000 Penalty: 3889.770264
	Iteration 13Q: 3 clusters Score -271015.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -271020.718750 Penalty: 3889.770264
	Iteration 14Q: 3 clusters Score -271020.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -271025.656250 Penalty: 3889.770264
	Iteration 15Q: 3 clusters Score -271025.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -271025.656250 Penalty: 3889.770264
	Iteration 16F: 3 clusters Score -271025.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 10564 members 
Mstep: Class 3 contains 126162 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 49578 members 
Mstep: Class 6 contains 175371 members 
Mstep: Class 7 contains 68736 members 
Mstep: Class 8 contains 14997 members 
Mstep: Class 9 contains 65010 members 
Mstep: Class 10 contains 36051 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 201386 members 
Mstep: Class 13 contains 131734 members 
Mstep: Class 14 contains 25517 members 
Mstep: Class 15 contains 11641 members 
Mstep: Class 16 contains 5701 members 
Mstep: Class 17 contains 20700 members 
Mstep: Class 18 contains 20984 members 
Mstep: Class 19 contains 13689 members 
Mstep: Class 20 contains 21578 members 
Mstep: Class 21 contains 267121 members 
Mstep: Class 22 contains 2082 members 
Entering Unmasked Estep 
Score: -158389984.000000 Penalty: 76944.234375
Splitting cluster 4 changes total score from -158376928.000000 to -158389984.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (49578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Entering Unmasked Estep 
Score: -5583146.500000 Penalty: 2681.202881
	Iteration 0F: 2 clusters Score -5583146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -5549622.500000 Penalty: 5362.405762
	Iteration 0F: 3 clusters Score -5549622 nChanged 22911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -5562765.500000 Penalty: 5362.405762
	Iteration 1F: 3 clusters Score -5562766 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -5563871.500000 Penalty: 5362.405762
	Iteration 2F: 3 clusters Score -5563872 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -5565272.000000 Penalty: 5362.405762
	Iteration 3F: 3 clusters Score -5565272 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -5566922.500000 Penalty: 5362.405762
	Iteration 4F: 3 clusters Score -5566922 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -5568831.500000 Penalty: 5362.405762
	Iteration 5F: 3 clusters Score -5568832 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -5570692.500000 Penalty: 5362.405762
	Iteration 6F: 3 clusters Score -5570692 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -5572405.000000 Penalty: 5362.405762
	Iteration 7F: 3 clusters Score -5572405 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -5574040.000000 Penalty: 5362.405762
	Iteration 8F: 3 clusters Score -5574040 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -5575599.000000 Penalty: 5362.405762
	Iteration 9Q: 3 clusters Score -5575599 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -5577013.000000 Penalty: 5362.405762
	Iteration 10Q: 3 clusters Score -5577013 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -5578265.500000 Penalty: 5362.405762
	Iteration 11Q: 3 clusters Score -5578266 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -5579212.500000 Penalty: 5362.405762
	Iteration 12Q: 3 clusters Score -5579212 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -5579827.500000 Penalty: 5362.405762
	Iteration 13Q: 3 clusters Score -5579828 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -5580205.000000 Penalty: 5362.405762
	Iteration 14Q: 3 clusters Score -5580205 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -5580507.000000 Penalty: 5362.405762
	Iteration 15Q: 3 clusters Score -5580507 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -5580715.500000 Penalty: 5362.405762
	Iteration 16Q: 3 clusters Score -5580716 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -5580866.000000 Penalty: 5362.405762
	Iteration 17Q: 3 clusters Score -5580866 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -5580946.500000 Penalty: 5362.405762
	Iteration 18Q: 3 clusters Score -5580946 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5581005.000000 Penalty: 5362.405762
	Iteration 19Q: 3 clusters Score -5581005 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5581067.500000 Penalty: 5362.405762
	Iteration 20F: 3 clusters Score -5581068 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -5581132.500000 Penalty: 5362.405762
	Iteration 21Q: 3 clusters Score -5581132 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -5581170.000000 Penalty: 5362.405762
	Iteration 22Q: 3 clusters Score -5581170 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -5581205.500000 Penalty: 5362.405762
	Iteration 23Q: 3 clusters Score -5581206 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -5581231.000000 Penalty: 5362.405762
	Iteration 24Q: 3 clusters Score -5581231 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -5581265.000000 Penalty: 5362.405762
	Iteration 25Q: 3 clusters Score -5581265 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -5581295.500000 Penalty: 5362.405762
	Iteration 26Q: 3 clusters Score -5581296 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5581317.000000 Penalty: 5362.405762
	Iteration 27Q: 3 clusters Score -5581317 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5581346.500000 Penalty: 5362.405762
	Iteration 28Q: 3 clusters Score -5581346 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -5581364.000000 Penalty: 5362.405762
	Iteration 29Q: 3 clusters Score -5581364 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5581386.000000 Penalty: 5362.405762
	Iteration 30Q: 3 clusters Score -5581386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5581388.000000 Penalty: 5362.405762
	Iteration 31Q: 3 clusters Score -5581388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5581403.500000 Penalty: 5362.405762
	Iteration 32Q: 3 clusters Score -5581404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5581415.000000 Penalty: 5362.405762
	Iteration 33Q: 3 clusters Score -5581415 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5581423.000000 Penalty: 5362.405762
	Iteration 34Q: 3 clusters Score -5581423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5581435.500000 Penalty: 5362.405762
	Iteration 35Q: 3 clusters Score -5581436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5581439.500000 Penalty: 5362.405762
	Iteration 36Q: 3 clusters Score -5581440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -5581454.500000 Penalty: 5362.405762
	Iteration 37Q: 3 clusters Score -5581454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5581455.500000 Penalty: 5362.405762
	Iteration 38Q: 3 clusters Score -5581456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5581466.000000 Penalty: 5362.405762
	Iteration 39Q: 3 clusters Score -5581466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5581457.000000 Penalty: 5362.405762
	Iteration 40F: 3 clusters Score -5581457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5581462.000000 Penalty: 5362.405762
	Iteration 41Q: 3 clusters Score -5581462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5581464.500000 Penalty: 5362.405762
	Iteration 42Q: 3 clusters Score -5581464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5581474.000000 Penalty: 5362.405762
	Iteration 43Q: 3 clusters Score -5581474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48056 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5581482.000000 Penalty: 5362.405762
	Iteration 44Q: 3 clusters Score -5581482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5581488.500000 Penalty: 5362.405762
	Iteration 45Q: 3 clusters Score -5581488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48075 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5581495.500000 Penalty: 5362.405762
	Iteration 46Q: 3 clusters Score -5581496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5581497.500000 Penalty: 5362.405762
	Iteration 47Q: 3 clusters Score -5581498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5581497.500000 Penalty: 5362.405762
	Iteration 48Q: 3 clusters Score -5581498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5581498.500000 Penalty: 5362.405762
	Iteration 49Q: 3 clusters Score -5581498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5581506.000000 Penalty: 5362.405762
	Iteration 50Q: 3 clusters Score -5581506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5581510.000000 Penalty: 5362.405762
	Iteration 51Q: 3 clusters Score -5581510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48145 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5581534.000000 Penalty: 5362.405762
	Iteration 52Q: 3 clusters Score -5581534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5581539.000000 Penalty: 5362.405762
	Iteration 53Q: 3 clusters Score -5581539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5581543.000000 Penalty: 5362.405762
	Iteration 54Q: 3 clusters Score -5581543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5581549.500000 Penalty: 5362.405762
	Iteration 55Q: 3 clusters Score -5581550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5581554.500000 Penalty: 5362.405762
	Iteration 56Q: 3 clusters Score -5581554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5581555.500000 Penalty: 5362.405762
	Iteration 57Q: 3 clusters Score -5581556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5581562.000000 Penalty: 5362.405762
	Iteration 58Q: 3 clusters Score -5581562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5581571.000000 Penalty: 5362.405762
	Iteration 59Q: 3 clusters Score -5581571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48186 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5581567.500000 Penalty: 5362.405762
	Iteration 60F: 3 clusters Score -5581568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5581574.000000 Penalty: 5362.405762
	Iteration 61Q: 3 clusters Score -5581574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5581576.000000 Penalty: 5362.405762
	Iteration 62Q: 3 clusters Score -5581576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5581582.000000 Penalty: 5362.405762
	Iteration 63Q: 3 clusters Score -5581582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5581598.500000 Penalty: 5362.405762
	Iteration 64Q: 3 clusters Score -5581598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48238 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5581595.500000 Penalty: 5362.405762
	Iteration 65Q: 3 clusters Score -5581596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5581600.500000 Penalty: 5362.405762
	Iteration 66Q: 3 clusters Score -5581600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5581603.500000 Penalty: 5362.405762
	Iteration 67Q: 3 clusters Score -5581604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5581604.000000 Penalty: 5362.405762
	Iteration 68Q: 3 clusters Score -5581604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5581603.500000 Penalty: 5362.405762
	Iteration 69Q: 3 clusters Score -5581604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5581606.500000 Penalty: 5362.405762
	Iteration 70Q: 3 clusters Score -5581606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48242 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5581604.000000 Penalty: 5362.405762
	Iteration 71Q: 3 clusters Score -5581604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48242 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5581604.000000 Penalty: 5362.405762
	Iteration 72F: 3 clusters Score -5581604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (68736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68736 members 
Entering Unmasked Estep 
Score: -8427573.000000 Penalty: 2762.230957
	Iteration 0F: 2 clusters Score -8427573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -8381556.500000 Penalty: 5524.461914
	Iteration 0F: 3 clusters Score -8381556 nChanged 32092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -8399733.000000 Penalty: 5524.461914
	Iteration 1F: 3 clusters Score -8399733 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -8400727.000000 Penalty: 5524.461914
	Iteration 2Q: 3 clusters Score -8400727 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -8402018.000000 Penalty: 5524.461914
	Iteration 3Q: 3 clusters Score -8402018 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -8403893.000000 Penalty: 5524.461914
	Iteration 4F: 3 clusters Score -8403893 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -8406386.000000 Penalty: 5524.461914
	Iteration 5F: 3 clusters Score -8406386 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -8409271.000000 Penalty: 5524.461914
	Iteration 6F: 3 clusters Score -8409271 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 50332 members 
Entering Unmasked Estep 
Score: -8412173.000000 Penalty: 5524.461914
	Iteration 7F: 3 clusters Score -8412173 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 53783 members 
Entering Unmasked Estep 
Score: -8414849.000000 Penalty: 5524.461914
	Iteration 8F: 3 clusters Score -8414849 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -8417268.000000 Penalty: 5524.461914
	Iteration 9Q: 3 clusters Score -8417268 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 59635 members 
Entering Unmasked Estep 
Score: -8419295.000000 Penalty: 5524.461914
	Iteration 10Q: 3 clusters Score -8419295 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 61957 members 
Entering Unmasked Estep 
Score: -8420975.000000 Penalty: 5524.461914
	Iteration 11Q: 3 clusters Score -8420975 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -8422376.000000 Penalty: 5524.461914
	Iteration 12Q: 3 clusters Score -8422376 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 65218 members 
Entering Unmasked Estep 
Score: -8423418.000000 Penalty: 5524.461914
	Iteration 13Q: 3 clusters Score -8423418 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 66158 members 
Entering Unmasked Estep 
Score: -8424015.000000 Penalty: 5524.461914
	Iteration 14Q: 3 clusters Score -8424015 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -8424522.000000 Penalty: 5524.461914
	Iteration 15Q: 3 clusters Score -8424522 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 67220 members 
Entering Unmasked Estep 
Score: -8424803.000000 Penalty: 5524.461914
	Iteration 16Q: 3 clusters Score -8424803 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 67463 members 
Entering Unmasked Estep 
Score: -8424995.000000 Penalty: 5524.461914
	Iteration 17Q: 3 clusters Score -8424995 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 67627 members 
Entering Unmasked Estep 
Score: -8425086.000000 Penalty: 5524.461914
	Iteration 18Q: 3 clusters Score -8425086 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 67707 members 
Entering Unmasked Estep 
Score: -8425183.000000 Penalty: 5524.461914
	Iteration 19Q: 3 clusters Score -8425183 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 67787 members 
Entering Unmasked Estep 
Score: -8425255.000000 Penalty: 5524.461914
	Iteration 20F: 3 clusters Score -8425255 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 67828 members 
Entering Unmasked Estep 
Score: -8425299.000000 Penalty: 5524.461914
	Iteration 21Q: 3 clusters Score -8425299 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 67859 members 
Entering Unmasked Estep 
Score: -8425320.000000 Penalty: 5524.461914
	Iteration 22Q: 3 clusters Score -8425320 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 67882 members 
Entering Unmasked Estep 
Score: -8425359.000000 Penalty: 5524.461914
	Iteration 23Q: 3 clusters Score -8425359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 67903 members 
Entering Unmasked Estep 
Score: -8425366.000000 Penalty: 5524.461914
	Iteration 24Q: 3 clusters Score -8425366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 67925 members 
Entering Unmasked Estep 
Score: -8425384.000000 Penalty: 5524.461914
	Iteration 25Q: 3 clusters Score -8425384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 67929 members 
Entering Unmasked Estep 
Score: -8425389.000000 Penalty: 5524.461914
	Iteration 26Q: 3 clusters Score -8425389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 67943 members 
Entering Unmasked Estep 
Score: -8425399.000000 Penalty: 5524.461914
	Iteration 27Q: 3 clusters Score -8425399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 67952 members 
Entering Unmasked Estep 
Score: -8425402.000000 Penalty: 5524.461914
	Iteration 28Q: 3 clusters Score -8425402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 67958 members 
Entering Unmasked Estep 
Score: -8425407.000000 Penalty: 5524.461914
	Iteration 29Q: 3 clusters Score -8425407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 67964 members 
Entering Unmasked Estep 
Score: -8425406.000000 Penalty: 5524.461914
	Iteration 30Q: 3 clusters Score -8425406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 67969 members 
Entering Unmasked Estep 
Score: -8425408.000000 Penalty: 5524.461914
	Iteration 31Q: 3 clusters Score -8425408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 67971 members 
Entering Unmasked Estep 
Score: -8425408.000000 Penalty: 5524.461914
	Iteration 32Q: 3 clusters Score -8425408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 67975 members 
Entering Unmasked Estep 
Score: -8425412.000000 Penalty: 5524.461914
	Iteration 33Q: 3 clusters Score -8425412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 67978 members 
Entering Unmasked Estep 
Score: -8425410.000000 Penalty: 5524.461914
	Iteration 34Q: 3 clusters Score -8425410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 67980 members 
Entering Unmasked Estep 
Score: -8425405.000000 Penalty: 5524.461914
	Iteration 35Q: 3 clusters Score -8425405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 67981 members 
Entering Unmasked Estep 
Score: -8425416.000000 Penalty: 5524.461914
	Iteration 36Q: 3 clusters Score -8425416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 67982 members 
Entering Unmasked Estep 
Score: -8425422.000000 Penalty: 5524.461914
	Iteration 37Q: 3 clusters Score -8425422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 67984 members 
Entering Unmasked Estep 
Score: -8425421.000000 Penalty: 5524.461914
	Iteration 38Q: 3 clusters Score -8425421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 67986 members 
Entering Unmasked Estep 
Score: -8425419.000000 Penalty: 5524.461914
	Iteration 39Q: 3 clusters Score -8425419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -8425423.000000 Penalty: 5524.461914
	Iteration 40F: 3 clusters Score -8425423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 67988 members 
Entering Unmasked Estep 
Score: -8425420.000000 Penalty: 5524.461914
	Iteration 41Q: 3 clusters Score -8425420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -8425425.000000 Penalty: 5524.461914
	Iteration 42Q: 3 clusters Score -8425425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 67986 members 
Entering Unmasked Estep 
Score: -8425422.000000 Penalty: 5524.461914
	Iteration 43Q: 3 clusters Score -8425422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 67986 members 
Entering Unmasked Estep 
Score: -8425422.000000 Penalty: 5524.461914
	Iteration 44F: 3 clusters Score -8425422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Entering Unmasked Estep 
Score: -1738215.000000 Penalty: 2384.670166
	Iteration 0F: 2 clusters Score -1738215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1727371.125000 Penalty: 4769.340332
	Iteration 0F: 3 clusters Score -1727371 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1730944.250000 Penalty: 4769.340332
	Iteration 1F: 3 clusters Score -1730944 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1731453.375000 Penalty: 4769.340332
	Iteration 2F: 3 clusters Score -1731453 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1731842.500000 Penalty: 4769.340332
	Iteration 3F: 3 clusters Score -1731842 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1732164.000000 Penalty: 4769.340332
	Iteration 4Q: 3 clusters Score -1732164 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1732457.750000 Penalty: 4769.340332
	Iteration 5Q: 3 clusters Score -1732458 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1732702.000000 Penalty: 4769.340332
	Iteration 6Q: 3 clusters Score -1732702 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1732902.625000 Penalty: 4769.340332
	Iteration 7Q: 3 clusters Score -1732903 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1733070.750000 Penalty: 4769.340332
	Iteration 8Q: 3 clusters Score -1733071 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1733234.500000 Penalty: 4769.340332
	Iteration 9Q: 3 clusters Score -1733234 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1733370.750000 Penalty: 4769.340332
	Iteration 10Q: 3 clusters Score -1733371 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1733508.125000 Penalty: 4769.340332
	Iteration 11Q: 3 clusters Score -1733508 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1733638.875000 Penalty: 4769.340332
	Iteration 12Q: 3 clusters Score -1733639 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1733763.000000 Penalty: 4769.340332
	Iteration 13Q: 3 clusters Score -1733763 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1733890.750000 Penalty: 4769.340332
	Iteration 14Q: 3 clusters Score -1733891 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1734011.500000 Penalty: 4769.340332
	Iteration 15Q: 3 clusters Score -1734012 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1734112.625000 Penalty: 4769.340332
	Iteration 16Q: 3 clusters Score -1734113 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1734210.000000 Penalty: 4769.340332
	Iteration 17Q: 3 clusters Score -1734210 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1734270.125000 Penalty: 4769.340332
	Iteration 18Q: 3 clusters Score -1734270 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1734336.250000 Penalty: 4769.340332
	Iteration 19Q: 3 clusters Score -1734336 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1734386.375000 Penalty: 4769.340332
	Iteration 20F: 3 clusters Score -1734386 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1734429.250000 Penalty: 4769.340332
	Iteration 21Q: 3 clusters Score -1734429 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1734463.250000 Penalty: 4769.340332
	Iteration 22Q: 3 clusters Score -1734463 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1734495.125000 Penalty: 4769.340332
	Iteration 23Q: 3 clusters Score -1734495 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1734535.375000 Penalty: 4769.340332
	Iteration 24Q: 3 clusters Score -1734535 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1734562.875000 Penalty: 4769.340332
	Iteration 25Q: 3 clusters Score -1734563 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1734586.750000 Penalty: 4769.340332
	Iteration 26Q: 3 clusters Score -1734587 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1734611.500000 Penalty: 4769.340332
	Iteration 27Q: 3 clusters Score -1734612 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1734640.375000 Penalty: 4769.340332
	Iteration 28Q: 3 clusters Score -1734640 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1734668.375000 Penalty: 4769.340332
	Iteration 29Q: 3 clusters Score -1734668 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1734706.250000 Penalty: 4769.340332
	Iteration 30Q: 3 clusters Score -1734706 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1734746.000000 Penalty: 4769.340332
	Iteration 31Q: 3 clusters Score -1734746 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1734774.250000 Penalty: 4769.340332
	Iteration 32Q: 3 clusters Score -1734774 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1734805.000000 Penalty: 4769.340332
	Iteration 33Q: 3 clusters Score -1734805 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1734842.125000 Penalty: 4769.340332
	Iteration 34Q: 3 clusters Score -1734842 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1734860.000000 Penalty: 4769.340332
	Iteration 35Q: 3 clusters Score -1734860 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1734877.250000 Penalty: 4769.340332
	Iteration 36Q: 3 clusters Score -1734877 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1734907.125000 Penalty: 4769.340332
	Iteration 37Q: 3 clusters Score -1734907 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1734937.875000 Penalty: 4769.340332
	Iteration 38Q: 3 clusters Score -1734938 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1734957.625000 Penalty: 4769.340332
	Iteration 39Q: 3 clusters Score -1734958 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1734981.000000 Penalty: 4769.340332
	Iteration 40F: 3 clusters Score -1734981 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1735004.750000 Penalty: 4769.340332
	Iteration 41Q: 3 clusters Score -1735005 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1735038.875000 Penalty: 4769.340332
	Iteration 42Q: 3 clusters Score -1735039 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1735067.125000 Penalty: 4769.340332
	Iteration 43Q: 3 clusters Score -1735067 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1735102.250000 Penalty: 4769.340332
	Iteration 44Q: 3 clusters Score -1735102 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1735136.750000 Penalty: 4769.340332
	Iteration 45Q: 3 clusters Score -1735137 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1735180.250000 Penalty: 4769.340332
	Iteration 46Q: 3 clusters Score -1735180 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1735227.250000 Penalty: 4769.340332
	Iteration 47Q: 3 clusters Score -1735227 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1735271.375000 Penalty: 4769.340332
	Iteration 48Q: 3 clusters Score -1735271 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1735315.000000 Penalty: 4769.340332
	Iteration 49Q: 3 clusters Score -1735315 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1735386.625000 Penalty: 4769.340332
	Iteration 50Q: 3 clusters Score -1735387 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1735499.000000 Penalty: 4769.340332
	Iteration 51Q: 3 clusters Score -1735499 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1735668.250000 Penalty: 4769.340332
	Iteration 52Q: 3 clusters Score -1735668 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1735849.875000 Penalty: 4769.340332
	Iteration 53Q: 3 clusters Score -1735850 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1736038.375000 Penalty: 4769.340332
	Iteration 54Q: 3 clusters Score -1736038 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1736171.500000 Penalty: 4769.340332
	Iteration 55Q: 3 clusters Score -1736172 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1736227.250000 Penalty: 4769.340332
	Iteration 56Q: 3 clusters Score -1736227 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1736275.500000 Penalty: 4769.340332
	Iteration 57Q: 3 clusters Score -1736276 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1736312.250000 Penalty: 4769.340332
	Iteration 58Q: 3 clusters Score -1736312 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1736348.625000 Penalty: 4769.340332
	Iteration 59Q: 3 clusters Score -1736349 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1736368.500000 Penalty: 4769.340332
	Iteration 60F: 3 clusters Score -1736368 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1736380.875000 Penalty: 4769.340332
	Iteration 61Q: 3 clusters Score -1736381 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1736391.375000 Penalty: 4769.340332
	Iteration 62Q: 3 clusters Score -1736391 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1736398.250000 Penalty: 4769.340332
	Iteration 63Q: 3 clusters Score -1736398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1736405.375000 Penalty: 4769.340332
	Iteration 64Q: 3 clusters Score -1736405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1736408.125000 Penalty: 4769.340332
	Iteration 65Q: 3 clusters Score -1736408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1736414.375000 Penalty: 4769.340332
	Iteration 66Q: 3 clusters Score -1736414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1736416.125000 Penalty: 4769.340332
	Iteration 67Q: 3 clusters Score -1736416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1736421.625000 Penalty: 4769.340332
	Iteration 68Q: 3 clusters Score -1736422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1736425.750000 Penalty: 4769.340332
	Iteration 69Q: 3 clusters Score -1736426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1736427.375000 Penalty: 4769.340332
	Iteration 70Q: 3 clusters Score -1736427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1736429.875000 Penalty: 4769.340332
	Iteration 71Q: 3 clusters Score -1736430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1736426.625000 Penalty: 4769.340332
	Iteration 72Q: 3 clusters Score -1736427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1736425.500000 Penalty: 4769.340332
	Iteration 73Q: 3 clusters Score -1736426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1736428.000000 Penalty: 4769.340332
	Iteration 74Q: 3 clusters Score -1736428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1736431.375000 Penalty: 4769.340332
	Iteration 75Q: 3 clusters Score -1736431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1736432.625000 Penalty: 4769.340332
	Iteration 76Q: 3 clusters Score -1736433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1736431.500000 Penalty: 4769.340332
	Iteration 77Q: 3 clusters Score -1736432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1736434.250000 Penalty: 4769.340332
	Iteration 78Q: 3 clusters Score -1736434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1736433.625000 Penalty: 4769.340332
	Iteration 79Q: 3 clusters Score -1736434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1736432.625000 Penalty: 4769.340332
	Iteration 80F: 3 clusters Score -1736433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1736432.750000 Penalty: 4769.340332
	Iteration 81Q: 3 clusters Score -1736433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1736431.875000 Penalty: 4769.340332
	Iteration 82Q: 3 clusters Score -1736432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1736431.500000 Penalty: 4769.340332
	Iteration 83Q: 3 clusters Score -1736432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1736432.625000 Penalty: 4769.340332
	Iteration 84Q: 3 clusters Score -1736433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1736432.750000 Penalty: 4769.340332
	Iteration 85Q: 3 clusters Score -1736433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1736432.250000 Penalty: 4769.340332
	Iteration 86Q: 3 clusters Score -1736432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1736432.750000 Penalty: 4769.340332
	Iteration 87Q: 3 clusters Score -1736433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1736432.750000 Penalty: 4769.340332
	Iteration 88F: 3 clusters Score -1736433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (65010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65010 members 
Entering Unmasked Estep 
Score: -7677868.500000 Penalty: 2748.409424
	Iteration 0F: 2 clusters Score -7677868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -7634520.000000 Penalty: 5496.818848
	Iteration 0F: 3 clusters Score -7634520 nChanged 30315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -7652033.500000 Penalty: 5496.818848
	Iteration 1F: 3 clusters Score -7652034 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -7653914.500000 Penalty: 5496.818848
	Iteration 2F: 3 clusters Score -7653914 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -7656962.500000 Penalty: 5496.818848
	Iteration 3F: 3 clusters Score -7656962 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -7663693.500000 Penalty: 5496.818848
	Iteration 4F: 3 clusters Score -7663694 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -7671601.500000 Penalty: 5496.818848
	Iteration 5F: 3 clusters Score -7671602 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -7677445.000000 Penalty: 5496.818848
	Iteration 6F: 3 clusters Score -7677445 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -7680800.000000 Penalty: 5496.818848
	Iteration 7F: 3 clusters Score -7680800 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -7682851.500000 Penalty: 5496.818848
	Iteration 8Q: 3 clusters Score -7682852 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 51696 members 
Entering Unmasked Estep 
Score: -7684171.000000 Penalty: 5496.818848
	Iteration 9Q: 3 clusters Score -7684171 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -7685125.500000 Penalty: 5496.818848
	Iteration 10Q: 3 clusters Score -7685126 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 55044 members 
Entering Unmasked Estep 
Score: -7685829.000000 Penalty: 5496.818848
	Iteration 11Q: 3 clusters Score -7685829 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 56210 members 
Entering Unmasked Estep 
Score: -7686218.000000 Penalty: 5496.818848
	Iteration 12Q: 3 clusters Score -7686218 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 57112 members 
Entering Unmasked Estep 
Score: -7686529.000000 Penalty: 5496.818848
	Iteration 13Q: 3 clusters Score -7686529 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
Score: -7686727.000000 Penalty: 5496.818848
	Iteration 14Q: 3 clusters Score -7686727 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 58254 members 
Entering Unmasked Estep 
Score: -7686850.500000 Penalty: 5496.818848
	Iteration 15Q: 3 clusters Score -7686850 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 58600 members 
Entering Unmasked Estep 
Score: -7686906.000000 Penalty: 5496.818848
	Iteration 16Q: 3 clusters Score -7686906 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 58848 members 
Entering Unmasked Estep 
Score: -7686966.000000 Penalty: 5496.818848
	Iteration 17Q: 3 clusters Score -7686966 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 59020 members 
Entering Unmasked Estep 
Score: -7686963.500000 Penalty: 5496.818848
	Iteration 18Q: 3 clusters Score -7686964 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 59151 members 
Entering Unmasked Estep 
Score: -7686973.000000 Penalty: 5496.818848
	Iteration 19Q: 3 clusters Score -7686973 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 59236 members 
Entering Unmasked Estep 
Score: -7686986.500000 Penalty: 5496.818848
	Iteration 20F: 3 clusters Score -7686986 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 59298 members 
Entering Unmasked Estep 
Score: -7687014.000000 Penalty: 5496.818848
	Iteration 21Q: 3 clusters Score -7687014 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -7686996.000000 Penalty: 5496.818848
	Iteration 22Q: 3 clusters Score -7686996 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -7686982.000000 Penalty: 5496.818848
	Iteration 23Q: 3 clusters Score -7686982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 59436 members 
Entering Unmasked Estep 
Score: -7687008.000000 Penalty: 5496.818848
	Iteration 24Q: 3 clusters Score -7687008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 59467 members 
Entering Unmasked Estep 
Score: -7687020.500000 Penalty: 5496.818848
	Iteration 25Q: 3 clusters Score -7687020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 59494 members 
Entering Unmasked Estep 
Score: -7687031.000000 Penalty: 5496.818848
	Iteration 26Q: 3 clusters Score -7687031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 59515 members 
Entering Unmasked Estep 
Score: -7687043.000000 Penalty: 5496.818848
	Iteration 27Q: 3 clusters Score -7687043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 59532 members 
Entering Unmasked Estep 
Score: -7687036.000000 Penalty: 5496.818848
	Iteration 28Q: 3 clusters Score -7687036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 59550 members 
Entering Unmasked Estep 
Score: -7687041.500000 Penalty: 5496.818848
	Iteration 29Q: 3 clusters Score -7687042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 59565 members 
Entering Unmasked Estep 
Score: -7687038.000000 Penalty: 5496.818848
	Iteration 30Q: 3 clusters Score -7687038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 59580 members 
Entering Unmasked Estep 
Score: -7687040.000000 Penalty: 5496.818848
	Iteration 31Q: 3 clusters Score -7687040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 59595 members 
Entering Unmasked Estep 
Score: -7687049.000000 Penalty: 5496.818848
	Iteration 32Q: 3 clusters Score -7687049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 59606 members 
Entering Unmasked Estep 
Score: -7687053.500000 Penalty: 5496.818848
	Iteration 33Q: 3 clusters Score -7687054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 59612 members 
Entering Unmasked Estep 
Score: -7687055.000000 Penalty: 5496.818848
	Iteration 34Q: 3 clusters Score -7687055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -7687055.500000 Penalty: 5496.818848
	Iteration 35Q: 3 clusters Score -7687056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -7687062.000000 Penalty: 5496.818848
	Iteration 36Q: 3 clusters Score -7687062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -7687052.500000 Penalty: 5496.818848
	Iteration 37Q: 3 clusters Score -7687052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 59635 members 
Entering Unmasked Estep 
Score: -7687051.500000 Penalty: 5496.818848
	Iteration 38Q: 3 clusters Score -7687052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 59643 members 
Entering Unmasked Estep 
Score: -7687036.000000 Penalty: 5496.818848
	Iteration 39Q: 3 clusters Score -7687036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 59648 members 
Entering Unmasked Estep 
Score: -7687044.000000 Penalty: 5496.818848
	Iteration 40F: 3 clusters Score -7687044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
Score: -7687048.000000 Penalty: 5496.818848
	Iteration 41Q: 3 clusters Score -7687048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
Score: -7687042.500000 Penalty: 5496.818848
	Iteration 42Q: 3 clusters Score -7687042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -7687042.000000 Penalty: 5496.818848
	Iteration 43Q: 3 clusters Score -7687042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 59672 members 
Entering Unmasked Estep 
Score: -7687043.500000 Penalty: 5496.818848
	Iteration 44Q: 3 clusters Score -7687044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 59676 members 
Entering Unmasked Estep 
Score: -7687044.500000 Penalty: 5496.818848
	Iteration 45Q: 3 clusters Score -7687044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -7687042.500000 Penalty: 5496.818848
	Iteration 46Q: 3 clusters Score -7687042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -7687047.500000 Penalty: 5496.818848
	Iteration 47Q: 3 clusters Score -7687048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -7687047.500000 Penalty: 5496.818848
	Iteration 48F: 3 clusters Score -7687048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 10564 members 
Mstep: Class 3 contains 126162 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 49578 members 
Mstep: Class 6 contains 175371 members 
Mstep: Class 7 contains 68736 members 
Mstep: Class 8 contains 14997 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 36051 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 201386 members 
Mstep: Class 13 contains 131734 members 
Mstep: Class 14 contains 25517 members 
Mstep: Class 15 contains 11641 members 
Mstep: Class 16 contains 5701 members 
Mstep: Class 17 contains 20700 members 
Mstep: Class 18 contains 20984 members 
Mstep: Class 19 contains 13689 members 
Mstep: Class 20 contains 21578 members 
Mstep: Class 21 contains 267121 members 
Mstep: Class 22 contains 2082 members 
Mstep: Class 23 contains 59678 members 
Entering Unmasked Estep 
Score: -158401008.000000 Penalty: 80441.695312
Splitting cluster 9 changes total score from -158376928.000000 to -158401008.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (36051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Entering Unmasked Estep 
Score: -4426239.500000 Penalty: 2602.187256
	Iteration 0F: 2 clusters Score -4426240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -4401672.000000 Penalty: 5204.374512
	Iteration 0F: 3 clusters Score -4401672 nChanged 16444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -4410610.500000 Penalty: 5204.374512
	Iteration 1F: 3 clusters Score -4410610 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -4411391.000000 Penalty: 5204.374512
	Iteration 2F: 3 clusters Score -4411391 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -4412341.000000 Penalty: 5204.374512
	Iteration 3F: 3 clusters Score -4412341 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -4413472.500000 Penalty: 5204.374512
	Iteration 4F: 3 clusters Score -4413472 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -4414902.500000 Penalty: 5204.374512
	Iteration 5F: 3 clusters Score -4414902 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -4416498.500000 Penalty: 5204.374512
	Iteration 6F: 3 clusters Score -4416498 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -4418003.000000 Penalty: 5204.374512
	Iteration 7F: 3 clusters Score -4418003 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -4419367.500000 Penalty: 5204.374512
	Iteration 8F: 3 clusters Score -4419368 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -4420549.500000 Penalty: 5204.374512
	Iteration 9Q: 3 clusters Score -4420550 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -4421549.000000 Penalty: 5204.374512
	Iteration 10Q: 3 clusters Score -4421549 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -4422327.500000 Penalty: 5204.374512
	Iteration 11Q: 3 clusters Score -4422328 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -4422946.000000 Penalty: 5204.374512
	Iteration 12Q: 3 clusters Score -4422946 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -4423423.000000 Penalty: 5204.374512
	Iteration 13Q: 3 clusters Score -4423423 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -4423692.500000 Penalty: 5204.374512
	Iteration 14Q: 3 clusters Score -4423692 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -4423843.500000 Penalty: 5204.374512
	Iteration 15Q: 3 clusters Score -4423844 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -4423960.500000 Penalty: 5204.374512
	Iteration 16Q: 3 clusters Score -4423960 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -4424042.500000 Penalty: 5204.374512
	Iteration 17Q: 3 clusters Score -4424042 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -4424085.000000 Penalty: 5204.374512
	Iteration 18Q: 3 clusters Score -4424085 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -4424128.500000 Penalty: 5204.374512
	Iteration 19Q: 3 clusters Score -4424128 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -4424147.000000 Penalty: 5204.374512
	Iteration 20F: 3 clusters Score -4424147 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -4424156.500000 Penalty: 5204.374512
	Iteration 21Q: 3 clusters Score -4424156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -4424182.000000 Penalty: 5204.374512
	Iteration 22Q: 3 clusters Score -4424182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -4424201.000000 Penalty: 5204.374512
	Iteration 23Q: 3 clusters Score -4424201 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -4424223.000000 Penalty: 5204.374512
	Iteration 24Q: 3 clusters Score -4424223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -4424227.500000 Penalty: 5204.374512
	Iteration 25Q: 3 clusters Score -4424228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -4424228.000000 Penalty: 5204.374512
	Iteration 26Q: 3 clusters Score -4424228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -4424236.000000 Penalty: 5204.374512
	Iteration 27Q: 3 clusters Score -4424236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -4424236.000000 Penalty: 5204.374512
	Iteration 28Q: 3 clusters Score -4424236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -4424247.500000 Penalty: 5204.374512
	Iteration 29Q: 3 clusters Score -4424248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -4424246.000000 Penalty: 5204.374512
	Iteration 30Q: 3 clusters Score -4424246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -4424251.000000 Penalty: 5204.374512
	Iteration 31Q: 3 clusters Score -4424251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -4424249.500000 Penalty: 5204.374512
	Iteration 32Q: 3 clusters Score -4424250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -4424251.000000 Penalty: 5204.374512
	Iteration 33Q: 3 clusters Score -4424251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -4424253.000000 Penalty: 5204.374512
	Iteration 34Q: 3 clusters Score -4424253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -4424253.000000 Penalty: 5204.374512
	Iteration 35F: 3 clusters Score -4424253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Entering Unmasked Estep 
Score: -103151.406250 Penalty: 1706.589966
	Iteration 0F: 2 clusters Score -103151.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -101279.304688 Penalty: 3413.179932
	Iteration 0F: 3 clusters Score -101279.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -101580.242188 Penalty: 3413.179932
	Iteration 1F: 3 clusters Score -101580.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -101658.812500 Penalty: 3413.179932
	Iteration 2F: 3 clusters Score -101658.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -101711.382812 Penalty: 3413.179932
	Iteration 3Q: 3 clusters Score -101711.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -101764.890625 Penalty: 3413.179932
	Iteration 4Q: 3 clusters Score -101764.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -101838.531250 Penalty: 3413.179932
	Iteration 5Q: 3 clusters Score -101838.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101891.710938 Penalty: 3413.179932
	Iteration 6Q: 3 clusters Score -101891.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -101946.281250 Penalty: 3413.179932
	Iteration 7Q: 3 clusters Score -101946.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -101996.476562 Penalty: 3413.179932
	Iteration 8Q: 3 clusters Score -101996.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -102074.640625 Penalty: 3413.179932
	Iteration 9Q: 3 clusters Score -102074.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -102143.281250 Penalty: 3413.179932
	Iteration 10Q: 3 clusters Score -102143.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -102197.796875 Penalty: 3413.179932
	Iteration 11Q: 3 clusters Score -102197.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -102239.445312 Penalty: 3413.179932
	Iteration 12Q: 3 clusters Score -102239.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -102270.203125 Penalty: 3413.179932
	Iteration 13Q: 3 clusters Score -102270.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -102306.460938 Penalty: 3413.179932
	Iteration 14Q: 3 clusters Score -102306.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -102343.648438 Penalty: 3413.179932
	Iteration 15Q: 3 clusters Score -102343.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -102379.242188 Penalty: 3413.179932
	Iteration 16Q: 3 clusters Score -102379.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -102409.398438 Penalty: 3413.179932
	Iteration 17Q: 3 clusters Score -102409.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -102454.617188 Penalty: 3413.179932
	Iteration 18Q: 3 clusters Score -102454.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -102478.695312 Penalty: 3413.179932
	Iteration 19Q: 3 clusters Score -102478.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -102497.109375 Penalty: 3413.179932
	Iteration 20F: 3 clusters Score -102497.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -102529.000000 Penalty: 3413.179932
	Iteration 21Q: 3 clusters Score -102529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -102544.828125 Penalty: 3413.179932
	Iteration 22Q: 3 clusters Score -102544.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -102563.789062 Penalty: 3413.179932
	Iteration 23Q: 3 clusters Score -102563.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -102572.773438 Penalty: 3413.179932
	Iteration 24Q: 3 clusters Score -102572.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -102578.000000 Penalty: 3413.179932
	Iteration 25Q: 3 clusters Score -102578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -102585.437500 Penalty: 3413.179932
	Iteration 26Q: 3 clusters Score -102585.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -102586.320312 Penalty: 3413.179932
	Iteration 27Q: 3 clusters Score -102586.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -102586.320312 Penalty: 3413.179932
	Iteration 28F: 3 clusters Score -102586.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (201386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201386 members 
Entering Unmasked Estep 
Score: -24705682.000000 Penalty: 3028.818604
	Iteration 0F: 2 clusters Score -2.470568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101067 members 
Mstep: Class 2 contains 100319 members 
Entering Unmasked Estep 
Score: -24579246.000000 Penalty: 6057.637207
	Iteration 0F: 3 clusters Score -2.457925e+07 nChanged 96833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107532 members 
Mstep: Class 2 contains 93854 members 
Entering Unmasked Estep 
Score: -24636584.000000 Penalty: 6057.637207
	Iteration 1F: 3 clusters Score -2.463658e+07 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112179 members 
Mstep: Class 2 contains 89207 members 
Entering Unmasked Estep 
Score: -24639374.000000 Penalty: 6057.637207
	Iteration 2Q: 3 clusters Score -2.463937e+07 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119494 members 
Mstep: Class 2 contains 81892 members 
Entering Unmasked Estep 
Score: -24644190.000000 Penalty: 6057.637207
	Iteration 3F: 3 clusters Score -2.464419e+07 nChanged 13170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129974 members 
Mstep: Class 2 contains 71412 members 
Entering Unmasked Estep 
Score: -24652110.000000 Penalty: 6057.637207
	Iteration 4F: 3 clusters Score -2.465211e+07 nChanged 15734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143428 members 
Mstep: Class 2 contains 57958 members 
Entering Unmasked Estep 
Score: -24663960.000000 Penalty: 6057.637207
	Iteration 5F: 3 clusters Score -2.466396e+07 nChanged 16150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157850 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -24676594.000000 Penalty: 6057.637207
	Iteration 6F: 3 clusters Score -2.467659e+07 nChanged 13459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170317 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -24687292.000000 Penalty: 6057.637207
	Iteration 7F: 3 clusters Score -2.468729e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179196 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -24695136.000000 Penalty: 6057.637207
	Iteration 8Q: 3 clusters Score -2.469514e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184180 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -24699930.000000 Penalty: 6057.637207
	Iteration 9Q: 3 clusters Score -2.469993e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186818 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -24702486.000000 Penalty: 6057.637207
	Iteration 10Q: 3 clusters Score -2.470249e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188506 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -24703862.000000 Penalty: 6057.637207
	Iteration 11Q: 3 clusters Score -2.470386e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189766 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -24704494.000000 Penalty: 6057.637207
	Iteration 12Q: 3 clusters Score -2.470449e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190757 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -24704990.000000 Penalty: 6057.637207
	Iteration 13Q: 3 clusters Score -2.470499e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191531 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -24705308.000000 Penalty: 6057.637207
	Iteration 14Q: 3 clusters Score -2.470531e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192122 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -24705616.000000 Penalty: 6057.637207
	Iteration 15Q: 3 clusters Score -2.470562e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192569 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -24705724.000000 Penalty: 6057.637207
	Iteration 16Q: 3 clusters Score -2.470572e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192839 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -24705930.000000 Penalty: 6057.637207
	Iteration 17Q: 3 clusters Score -2.470593e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193057 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -24706076.000000 Penalty: 6057.637207
	Iteration 18Q: 3 clusters Score -2.470608e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193204 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -24706148.000000 Penalty: 6057.637207
	Iteration 19Q: 3 clusters Score -2.470615e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193290 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -24706138.000000 Penalty: 6057.637207
	Iteration 20F: 3 clusters Score -2.470614e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193377 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -24706120.000000 Penalty: 6057.637207
	Iteration 21Q: 3 clusters Score -2.470612e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193449 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -24706160.000000 Penalty: 6057.637207
	Iteration 22Q: 3 clusters Score -2.470616e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193505 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -24706176.000000 Penalty: 6057.637207
	Iteration 23Q: 3 clusters Score -2.470618e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193552 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -24706150.000000 Penalty: 6057.637207
	Iteration 24Q: 3 clusters Score -2.470615e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193588 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -24706138.000000 Penalty: 6057.637207
	Iteration 25Q: 3 clusters Score -2.470614e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193628 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -24706106.000000 Penalty: 6057.637207
	Iteration 26Q: 3 clusters Score -2.470611e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193648 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -24706124.000000 Penalty: 6057.637207
	Iteration 27Q: 3 clusters Score -2.470612e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193670 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -24706130.000000 Penalty: 6057.637207
	Iteration 28Q: 3 clusters Score -2.470613e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193699 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -24706148.000000 Penalty: 6057.637207
	Iteration 29Q: 3 clusters Score -2.470615e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193721 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -24706176.000000 Penalty: 6057.637207
	Iteration 30Q: 3 clusters Score -2.470618e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193737 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -24706160.000000 Penalty: 6057.637207
	Iteration 31Q: 3 clusters Score -2.470616e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193747 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -24706156.000000 Penalty: 6057.637207
	Iteration 32Q: 3 clusters Score -2.470616e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193761 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -24706148.000000 Penalty: 6057.637207
	Iteration 33Q: 3 clusters Score -2.470615e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193776 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -24706160.000000 Penalty: 6057.637207
	Iteration 34Q: 3 clusters Score -2.470616e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193786 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -24706156.000000 Penalty: 6057.637207
	Iteration 35Q: 3 clusters Score -2.470616e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193793 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -24706160.000000 Penalty: 6057.637207
	Iteration 36Q: 3 clusters Score -2.470616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193807 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -24706144.000000 Penalty: 6057.637207
	Iteration 37Q: 3 clusters Score -2.470614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193815 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -24706138.000000 Penalty: 6057.637207
	Iteration 38Q: 3 clusters Score -2.470614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193823 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -24706146.000000 Penalty: 6057.637207
	Iteration 39Q: 3 clusters Score -2.470615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193829 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -24706144.000000 Penalty: 6057.637207
	Iteration 40F: 3 clusters Score -2.470614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193832 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -24706138.000000 Penalty: 6057.637207
	Iteration 41Q: 3 clusters Score -2.470614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193831 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -24706128.000000 Penalty: 6057.637207
	Iteration 42Q: 3 clusters Score -2.470613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193834 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -24706108.000000 Penalty: 6057.637207
	Iteration 43Q: 3 clusters Score -2.470611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193834 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -24706114.000000 Penalty: 6057.637207
	Iteration 44Q: 3 clusters Score -2.470611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193835 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -24706116.000000 Penalty: 6057.637207
	Iteration 45Q: 3 clusters Score -2.470612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193835 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -24706110.000000 Penalty: 6057.637207
	Iteration 46Q: 3 clusters Score -2.470611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193839 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -24706118.000000 Penalty: 6057.637207
	Iteration 47Q: 3 clusters Score -2.470612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193839 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -24706130.000000 Penalty: 6057.637207
	Iteration 48Q: 3 clusters Score -2.470613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193840 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -24706112.000000 Penalty: 6057.637207
	Iteration 49Q: 3 clusters Score -2.470611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193840 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -24706112.000000 Penalty: 6057.637207
	Iteration 50F: 3 clusters Score -2.470611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 10564 members 
Mstep: Class 3 contains 126162 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 49578 members 
Mstep: Class 6 contains 175371 members 
Mstep: Class 7 contains 68736 members 
Mstep: Class 8 contains 14997 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 36051 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 193840 members 
Mstep: Class 13 contains 131734 members 
Mstep: Class 14 contains 25517 members 
Mstep: Class 15 contains 11641 members 
Mstep: Class 16 contains 5701 members 
Mstep: Class 17 contains 20700 members 
Mstep: Class 18 contains 20984 members 
Mstep: Class 19 contains 13689 members 
Mstep: Class 20 contains 21578 members 
Mstep: Class 21 contains 267121 members 
Mstep: Class 22 contains 2082 members 
Mstep: Class 23 contains 59678 members 
Mstep: Class 24 contains 7546 members 
Entering Unmasked Estep 
Score: -158401488.000000 Penalty: 83939.164062
Splitting cluster 12 changes total score from -158376928.000000 to -158401488.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (131734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131734 members 
Entering Unmasked Estep 
Score: -16085353.000000 Penalty: 2923.557861
	Iteration 0F: 2 clusters Score -1.608535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65701 members 
Mstep: Class 2 contains 66033 members 
Entering Unmasked Estep 
Score: -15997508.000000 Penalty: 5847.115723
	Iteration 0F: 3 clusters Score -1.599751e+07 nChanged 62642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 68381 members 
Entering Unmasked Estep 
Score: -16035212.000000 Penalty: 5847.115723
	Iteration 1F: 3 clusters Score -1.603521e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 70074 members 
Entering Unmasked Estep 
Score: -16037512.000000 Penalty: 5847.115723
	Iteration 2Q: 3 clusters Score -1.603751e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 72374 members 
Entering Unmasked Estep 
Score: -16040256.000000 Penalty: 5847.115723
	Iteration 3Q: 3 clusters Score -1.604026e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56350 members 
Mstep: Class 2 contains 75384 members 
Entering Unmasked Estep 
Score: -16043224.000000 Penalty: 5847.115723
	Iteration 4F: 3 clusters Score -1.604322e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 79142 members 
Entering Unmasked Estep 
Score: -16046481.000000 Penalty: 5847.115723
	Iteration 5F: 3 clusters Score -1.604648e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 83651 members 
Entering Unmasked Estep 
Score: -16049818.000000 Penalty: 5847.115723
	Iteration 6F: 3 clusters Score -1.604982e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 88957 members 
Entering Unmasked Estep 
Score: -16053565.000000 Penalty: 5847.115723
	Iteration 7F: 3 clusters Score -1.605356e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 95005 members 
Entering Unmasked Estep 
Score: -16057430.000000 Penalty: 5847.115723
	Iteration 8F: 3 clusters Score -1.605743e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 101476 members 
Entering Unmasked Estep 
Score: -16061997.000000 Penalty: 5847.115723
	Iteration 9F: 3 clusters Score -1.6062e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 107958 members 
Entering Unmasked Estep 
Score: -16066492.000000 Penalty: 5847.115723
	Iteration 10F: 3 clusters Score -1.606649e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 113865 members 
Entering Unmasked Estep 
Score: -16070966.000000 Penalty: 5847.115723
	Iteration 11Q: 3 clusters Score -1.607097e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 118747 members 
Entering Unmasked Estep 
Score: -16074801.000000 Penalty: 5847.115723
	Iteration 12Q: 3 clusters Score -1.60748e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 122343 members 
Entering Unmasked Estep 
Score: -16077596.000000 Penalty: 5847.115723
	Iteration 13Q: 3 clusters Score -1.60776e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 124804 members 
Entering Unmasked Estep 
Score: -16079570.000000 Penalty: 5847.115723
	Iteration 14Q: 3 clusters Score -1.607957e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 126428 members 
Entering Unmasked Estep 
Score: -16080820.000000 Penalty: 5847.115723
	Iteration 15Q: 3 clusters Score -1.608082e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 127487 members 
Entering Unmasked Estep 
Score: -16081646.000000 Penalty: 5847.115723
	Iteration 16Q: 3 clusters Score -1.608165e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 128233 members 
Entering Unmasked Estep 
Score: -16082054.000000 Penalty: 5847.115723
	Iteration 17Q: 3 clusters Score -1.608205e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 128749 members 
Entering Unmasked Estep 
Score: -16082423.000000 Penalty: 5847.115723
	Iteration 18Q: 3 clusters Score -1.608242e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 129108 members 
Entering Unmasked Estep 
Score: -16082575.000000 Penalty: 5847.115723
	Iteration 19Q: 3 clusters Score -1.608258e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 129362 members 
Entering Unmasked Estep 
Score: -16082664.000000 Penalty: 5847.115723
	Iteration 20F: 3 clusters Score -1.608266e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 129545 members 
Entering Unmasked Estep 
Score: -16082722.000000 Penalty: 5847.115723
	Iteration 21Q: 3 clusters Score -1.608272e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 129705 members 
Entering Unmasked Estep 
Score: -16082798.000000 Penalty: 5847.115723
	Iteration 22Q: 3 clusters Score -1.60828e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 129831 members 
Entering Unmasked Estep 
Score: -16082804.000000 Penalty: 5847.115723
	Iteration 23Q: 3 clusters Score -1.60828e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 129935 members 
Entering Unmasked Estep 
Score: -16082832.000000 Penalty: 5847.115723
	Iteration 24Q: 3 clusters Score -1.608283e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 130021 members 
Entering Unmasked Estep 
Score: -16082885.000000 Penalty: 5847.115723
	Iteration 25Q: 3 clusters Score -1.608288e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 130089 members 
Entering Unmasked Estep 
Score: -16082923.000000 Penalty: 5847.115723
	Iteration 26Q: 3 clusters Score -1.608292e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 130151 members 
Entering Unmasked Estep 
Score: -16082932.000000 Penalty: 5847.115723
	Iteration 27Q: 3 clusters Score -1.608293e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 130195 members 
Entering Unmasked Estep 
Score: -16082946.000000 Penalty: 5847.115723
	Iteration 28Q: 3 clusters Score -1.608295e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 130233 members 
Entering Unmasked Estep 
Score: -16082964.000000 Penalty: 5847.115723
	Iteration 29Q: 3 clusters Score -1.608296e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 130273 members 
Entering Unmasked Estep 
Score: -16082982.000000 Penalty: 5847.115723
	Iteration 30Q: 3 clusters Score -1.608298e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 130306 members 
Entering Unmasked Estep 
Score: -16083026.000000 Penalty: 5847.115723
	Iteration 31Q: 3 clusters Score -1.608303e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 130342 members 
Entering Unmasked Estep 
Score: -16083047.000000 Penalty: 5847.115723
	Iteration 32Q: 3 clusters Score -1.608305e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 130373 members 
Entering Unmasked Estep 
Score: -16083074.000000 Penalty: 5847.115723
	Iteration 33Q: 3 clusters Score -1.608307e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 130403 members 
Entering Unmasked Estep 
Score: -16083080.000000 Penalty: 5847.115723
	Iteration 34Q: 3 clusters Score -1.608308e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 130415 members 
Entering Unmasked Estep 
Score: -16083105.000000 Penalty: 5847.115723
	Iteration 35Q: 3 clusters Score -1.60831e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 130436 members 
Entering Unmasked Estep 
Score: -16083090.000000 Penalty: 5847.115723
	Iteration 36Q: 3 clusters Score -1.608309e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 130456 members 
Entering Unmasked Estep 
Score: -16083101.000000 Penalty: 5847.115723
	Iteration 37Q: 3 clusters Score -1.60831e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 130467 members 
Entering Unmasked Estep 
Score: -16083094.000000 Penalty: 5847.115723
	Iteration 38Q: 3 clusters Score -1.608309e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 130482 members 
Entering Unmasked Estep 
Score: -16083099.000000 Penalty: 5847.115723
	Iteration 39Q: 3 clusters Score -1.60831e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 130494 members 
Entering Unmasked Estep 
Score: -16083102.000000 Penalty: 5847.115723
	Iteration 40F: 3 clusters Score -1.60831e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 130506 members 
Entering Unmasked Estep 
Score: -16083075.000000 Penalty: 5847.115723
	Iteration 41Q: 3 clusters Score -1.608308e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 130523 members 
Entering Unmasked Estep 
Score: -16083107.000000 Penalty: 5847.115723
	Iteration 42Q: 3 clusters Score -1.608311e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 130537 members 
Entering Unmasked Estep 
Score: -16083093.000000 Penalty: 5847.115723
	Iteration 43Q: 3 clusters Score -1.608309e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 130555 members 
Entering Unmasked Estep 
Score: -16083114.000000 Penalty: 5847.115723
	Iteration 44Q: 3 clusters Score -1.608311e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 130571 members 
Entering Unmasked Estep 
Score: -16083108.000000 Penalty: 5847.115723
	Iteration 45Q: 3 clusters Score -1.608311e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 130584 members 
Entering Unmasked Estep 
Score: -16083106.000000 Penalty: 5847.115723
	Iteration 46Q: 3 clusters Score -1.608311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 130594 members 
Entering Unmasked Estep 
Score: -16083103.000000 Penalty: 5847.115723
	Iteration 47Q: 3 clusters Score -1.60831e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 130604 members 
Entering Unmasked Estep 
Score: -16083109.000000 Penalty: 5847.115723
	Iteration 48Q: 3 clusters Score -1.608311e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 130613 members 
Entering Unmasked Estep 
Score: -16083097.000000 Penalty: 5847.115723
	Iteration 49Q: 3 clusters Score -1.60831e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 130629 members 
Entering Unmasked Estep 
Score: -16083088.000000 Penalty: 5847.115723
	Iteration 50Q: 3 clusters Score -1.608309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 130640 members 
Entering Unmasked Estep 
Score: -16083090.000000 Penalty: 5847.115723
	Iteration 51Q: 3 clusters Score -1.608309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 130643 members 
Entering Unmasked Estep 
Score: -16083094.000000 Penalty: 5847.115723
	Iteration 52Q: 3 clusters Score -1.608309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 130645 members 
Entering Unmasked Estep 
Score: -16083088.000000 Penalty: 5847.115723
	Iteration 53Q: 3 clusters Score -1.608309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 130649 members 
Entering Unmasked Estep 
Score: -16083074.000000 Penalty: 5847.115723
	Iteration 54Q: 3 clusters Score -1.608307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 130654 members 
Entering Unmasked Estep 
Score: -16083105.000000 Penalty: 5847.115723
	Iteration 55Q: 3 clusters Score -1.60831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 130654 members 
Entering Unmasked Estep 
Score: -16083100.000000 Penalty: 5847.115723
	Iteration 56Q: 3 clusters Score -1.60831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 130655 members 
Entering Unmasked Estep 
Score: -16083104.000000 Penalty: 5847.115723
	Iteration 57Q: 3 clusters Score -1.60831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 130657 members 
Entering Unmasked Estep 
Score: -16083102.000000 Penalty: 5847.115723
	Iteration 58Q: 3 clusters Score -1.60831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 130655 members 
Entering Unmasked Estep 
Score: -16083104.000000 Penalty: 5847.115723
	Iteration 59Q: 3 clusters Score -1.60831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 130653 members 
Entering Unmasked Estep 
Score: -16083097.000000 Penalty: 5847.115723
	Iteration 60F: 3 clusters Score -1.60831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 130650 members 
Entering Unmasked Estep 
Score: -16083102.000000 Penalty: 5847.115723
	Iteration 61Q: 3 clusters Score -1.60831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 130647 members 
Entering Unmasked Estep 
Score: -16083096.000000 Penalty: 5847.115723
	Iteration 62Q: 3 clusters Score -1.60831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 130648 members 
Entering Unmasked Estep 
Score: -16083100.000000 Penalty: 5847.115723
	Iteration 63Q: 3 clusters Score -1.60831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 130648 members 
Entering Unmasked Estep 
Score: -16083100.000000 Penalty: 5847.115723
	Iteration 64F: 3 clusters Score -1.60831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Entering Unmasked Estep 
Score: -3087360.250000 Penalty: 2516.480957
	Iteration 0F: 2 clusters Score -3087360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -3069733.750000 Penalty: 5032.961914
	Iteration 0F: 3 clusters Score -3069734 nChanged 11386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -3075926.250000 Penalty: 5032.961914
	Iteration 1F: 3 clusters Score -3075926 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -3076459.750000 Penalty: 5032.961914
	Iteration 2F: 3 clusters Score -3076460 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -3076941.750000 Penalty: 5032.961914
	Iteration 3Q: 3 clusters Score -3076942 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -3077402.000000 Penalty: 5032.961914
	Iteration 4Q: 3 clusters Score -3077402 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -3077837.250000 Penalty: 5032.961914
	Iteration 5Q: 3 clusters Score -3077837 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -3078216.750000 Penalty: 5032.961914
	Iteration 6Q: 3 clusters Score -3078217 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3078565.000000 Penalty: 5032.961914
	Iteration 7Q: 3 clusters Score -3078565 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -3078931.250000 Penalty: 5032.961914
	Iteration 8Q: 3 clusters Score -3078931 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -3079378.250000 Penalty: 5032.961914
	Iteration 9Q: 3 clusters Score -3079378 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -3079857.250000 Penalty: 5032.961914
	Iteration 10Q: 3 clusters Score -3079857 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -3080421.500000 Penalty: 5032.961914
	Iteration 11Q: 3 clusters Score -3080422 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -3081018.250000 Penalty: 5032.961914
	Iteration 12Q: 3 clusters Score -3081018 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -3081612.000000 Penalty: 5032.961914
	Iteration 13Q: 3 clusters Score -3081612 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -3082116.000000 Penalty: 5032.961914
	Iteration 14Q: 3 clusters Score -3082116 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -3082539.000000 Penalty: 5032.961914
	Iteration 15Q: 3 clusters Score -3082539 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -3082892.000000 Penalty: 5032.961914
	Iteration 16Q: 3 clusters Score -3082892 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -3083211.500000 Penalty: 5032.961914
	Iteration 17Q: 3 clusters Score -3083212 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -3083533.750000 Penalty: 5032.961914
	Iteration 18Q: 3 clusters Score -3083534 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -3083781.500000 Penalty: 5032.961914
	Iteration 19Q: 3 clusters Score -3083782 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -3083995.750000 Penalty: 5032.961914
	Iteration 20F: 3 clusters Score -3083996 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -3084204.250000 Penalty: 5032.961914
	Iteration 21Q: 3 clusters Score -3084204 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -3084414.750000 Penalty: 5032.961914
	Iteration 22Q: 3 clusters Score -3084415 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -3084595.500000 Penalty: 5032.961914
	Iteration 23Q: 3 clusters Score -3084596 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -3084763.750000 Penalty: 5032.961914
	Iteration 24Q: 3 clusters Score -3084764 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -3084857.250000 Penalty: 5032.961914
	Iteration 25Q: 3 clusters Score -3084857 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -3084926.250000 Penalty: 5032.961914
	Iteration 26Q: 3 clusters Score -3084926 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -3084966.750000 Penalty: 5032.961914
	Iteration 27Q: 3 clusters Score -3084967 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -3084999.750000 Penalty: 5032.961914
	Iteration 28Q: 3 clusters Score -3085000 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -3085023.250000 Penalty: 5032.961914
	Iteration 29Q: 3 clusters Score -3085023 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -3085039.250000 Penalty: 5032.961914
	Iteration 30Q: 3 clusters Score -3085039 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -3085057.500000 Penalty: 5032.961914
	Iteration 31Q: 3 clusters Score -3085058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -3085062.500000 Penalty: 5032.961914
	Iteration 32Q: 3 clusters Score -3085062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -3085077.500000 Penalty: 5032.961914
	Iteration 33Q: 3 clusters Score -3085078 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -3085084.000000 Penalty: 5032.961914
	Iteration 34Q: 3 clusters Score -3085084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -3085101.250000 Penalty: 5032.961914
	Iteration 35Q: 3 clusters Score -3085101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -3085098.750000 Penalty: 5032.961914
	Iteration 36Q: 3 clusters Score -3085099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -3085107.000000 Penalty: 5032.961914
	Iteration 37Q: 3 clusters Score -3085107 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -3085115.750000 Penalty: 5032.961914
	Iteration 38Q: 3 clusters Score -3085116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3085117.750000 Penalty: 5032.961914
	Iteration 39Q: 3 clusters Score -3085118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -3085126.500000 Penalty: 5032.961914
	Iteration 40F: 3 clusters Score -3085126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -3085134.000000 Penalty: 5032.961914
	Iteration 41Q: 3 clusters Score -3085134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -3085143.000000 Penalty: 5032.961914
	Iteration 42Q: 3 clusters Score -3085143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -3085152.750000 Penalty: 5032.961914
	Iteration 43Q: 3 clusters Score -3085153 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -3085163.750000 Penalty: 5032.961914
	Iteration 44Q: 3 clusters Score -3085164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -3085174.250000 Penalty: 5032.961914
	Iteration 45Q: 3 clusters Score -3085174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -3085181.250000 Penalty: 5032.961914
	Iteration 46Q: 3 clusters Score -3085181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -3085198.500000 Penalty: 5032.961914
	Iteration 47Q: 3 clusters Score -3085198 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -3085216.250000 Penalty: 5032.961914
	Iteration 48Q: 3 clusters Score -3085216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -3085228.000000 Penalty: 5032.961914
	Iteration 49Q: 3 clusters Score -3085228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -3085253.500000 Penalty: 5032.961914
	Iteration 50Q: 3 clusters Score -3085254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -3085256.000000 Penalty: 5032.961914
	Iteration 51Q: 3 clusters Score -3085256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3085269.000000 Penalty: 5032.961914
	Iteration 52Q: 3 clusters Score -3085269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -3085282.750000 Penalty: 5032.961914
	Iteration 53Q: 3 clusters Score -3085283 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -3085284.000000 Penalty: 5032.961914
	Iteration 54Q: 3 clusters Score -3085284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -3085296.500000 Penalty: 5032.961914
	Iteration 55Q: 3 clusters Score -3085296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -3085305.250000 Penalty: 5032.961914
	Iteration 56Q: 3 clusters Score -3085305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -3085312.000000 Penalty: 5032.961914
	Iteration 57Q: 3 clusters Score -3085312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -3085314.500000 Penalty: 5032.961914
	Iteration 58Q: 3 clusters Score -3085314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -3085314.750000 Penalty: 5032.961914
	Iteration 59Q: 3 clusters Score -3085315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -3085319.250000 Penalty: 5032.961914
	Iteration 60F: 3 clusters Score -3085319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -3085325.000000 Penalty: 5032.961914
	Iteration 61Q: 3 clusters Score -3085325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -3085324.500000 Penalty: 5032.961914
	Iteration 62Q: 3 clusters Score -3085324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -3085322.250000 Penalty: 5032.961914
	Iteration 63Q: 3 clusters Score -3085322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -3085323.500000 Penalty: 5032.961914
	Iteration 64Q: 3 clusters Score -3085324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -3085324.500000 Penalty: 5032.961914
	Iteration 65Q: 3 clusters Score -3085324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -3085323.750000 Penalty: 5032.961914
	Iteration 66Q: 3 clusters Score -3085324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -3085323.500000 Penalty: 5032.961914
	Iteration 67Q: 3 clusters Score -3085324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -3085327.000000 Penalty: 5032.961914
	Iteration 68Q: 3 clusters Score -3085327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -3085334.500000 Penalty: 5032.961914
	Iteration 69Q: 3 clusters Score -3085334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -3085334.500000 Penalty: 5032.961914
	Iteration 70Q: 3 clusters Score -3085334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -3085336.500000 Penalty: 5032.961914
	Iteration 71Q: 3 clusters Score -3085336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -3085336.750000 Penalty: 5032.961914
	Iteration 72Q: 3 clusters Score -3085337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -3085341.500000 Penalty: 5032.961914
	Iteration 73Q: 3 clusters Score -3085342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -3085347.250000 Penalty: 5032.961914
	Iteration 74Q: 3 clusters Score -3085347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -3085347.750000 Penalty: 5032.961914
	Iteration 75Q: 3 clusters Score -3085348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -3085350.000000 Penalty: 5032.961914
	Iteration 76Q: 3 clusters Score -3085350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -3085351.000000 Penalty: 5032.961914
	Iteration 77Q: 3 clusters Score -3085351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -3085355.750000 Penalty: 5032.961914
	Iteration 78Q: 3 clusters Score -3085356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -3085360.750000 Penalty: 5032.961914
	Iteration 79Q: 3 clusters Score -3085361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -3085358.750000 Penalty: 5032.961914
	Iteration 80F: 3 clusters Score -3085359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -3085358.000000 Penalty: 5032.961914
	Iteration 81Q: 3 clusters Score -3085358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -3085362.500000 Penalty: 5032.961914
	Iteration 82Q: 3 clusters Score -3085362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -3085368.250000 Penalty: 5032.961914
	Iteration 83Q: 3 clusters Score -3085368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -3085363.250000 Penalty: 5032.961914
	Iteration 84Q: 3 clusters Score -3085363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -3085364.750000 Penalty: 5032.961914
	Iteration 85Q: 3 clusters Score -3085365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -3085366.000000 Penalty: 5032.961914
	Iteration 86Q: 3 clusters Score -3085366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -3085364.250000 Penalty: 5032.961914
	Iteration 87Q: 3 clusters Score -3085364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -3085364.250000 Penalty: 5032.961914
	Iteration 88F: 3 clusters Score -3085364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Entering Unmasked Estep 
Score: -1361827.375000 Penalty: 2321.847656
	Iteration 0F: 2 clusters Score -1361827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1353112.375000 Penalty: 4643.695312
	Iteration 0F: 3 clusters Score -1353112 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1355962.625000 Penalty: 4643.695312
	Iteration 1F: 3 clusters Score -1355963 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1356471.375000 Penalty: 4643.695312
	Iteration 2F: 3 clusters Score -1356471 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1356920.500000 Penalty: 4643.695312
	Iteration 3F: 3 clusters Score -1356920 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1357362.375000 Penalty: 4643.695312
	Iteration 4F: 3 clusters Score -1357362 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1357799.750000 Penalty: 4643.695312
	Iteration 5F: 3 clusters Score -1357800 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1358220.875000 Penalty: 4643.695312
	Iteration 6F: 3 clusters Score -1358221 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1358598.000000 Penalty: 4643.695312
	Iteration 7Q: 3 clusters Score -1358598 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1358914.875000 Penalty: 4643.695312
	Iteration 8Q: 3 clusters Score -1358915 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1359172.750000 Penalty: 4643.695312
	Iteration 9Q: 3 clusters Score -1359173 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1359342.750000 Penalty: 4643.695312
	Iteration 10Q: 3 clusters Score -1359343 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1359480.375000 Penalty: 4643.695312
	Iteration 11Q: 3 clusters Score -1359480 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1359584.875000 Penalty: 4643.695312
	Iteration 12Q: 3 clusters Score -1359585 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1359674.750000 Penalty: 4643.695312
	Iteration 13Q: 3 clusters Score -1359675 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1359729.000000 Penalty: 4643.695312
	Iteration 14Q: 3 clusters Score -1359729 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1359763.750000 Penalty: 4643.695312
	Iteration 15Q: 3 clusters Score -1359764 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1359791.750000 Penalty: 4643.695312
	Iteration 16Q: 3 clusters Score -1359792 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1359824.250000 Penalty: 4643.695312
	Iteration 17Q: 3 clusters Score -1359824 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1359851.000000 Penalty: 4643.695312
	Iteration 18Q: 3 clusters Score -1359851 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1359871.375000 Penalty: 4643.695312
	Iteration 19Q: 3 clusters Score -1359871 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1359895.125000 Penalty: 4643.695312
	Iteration 20F: 3 clusters Score -1359895 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1359911.625000 Penalty: 4643.695312
	Iteration 21Q: 3 clusters Score -1359912 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1359930.625000 Penalty: 4643.695312
	Iteration 22Q: 3 clusters Score -1359931 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1359941.375000 Penalty: 4643.695312
	Iteration 23Q: 3 clusters Score -1359941 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1359955.625000 Penalty: 4643.695312
	Iteration 24Q: 3 clusters Score -1359956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1359964.250000 Penalty: 4643.695312
	Iteration 25Q: 3 clusters Score -1359964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1359966.500000 Penalty: 4643.695312
	Iteration 26Q: 3 clusters Score -1359966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1359975.875000 Penalty: 4643.695312
	Iteration 27Q: 3 clusters Score -1359976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1359980.625000 Penalty: 4643.695312
	Iteration 28Q: 3 clusters Score -1359981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1359983.875000 Penalty: 4643.695312
	Iteration 29Q: 3 clusters Score -1359984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1359991.875000 Penalty: 4643.695312
	Iteration 30Q: 3 clusters Score -1359992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1359997.125000 Penalty: 4643.695312
	Iteration 31Q: 3 clusters Score -1359997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1359999.875000 Penalty: 4643.695312
	Iteration 32Q: 3 clusters Score -1360000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1360003.500000 Penalty: 4643.695312
	Iteration 33Q: 3 clusters Score -1360004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1360005.250000 Penalty: 4643.695312
	Iteration 34Q: 3 clusters Score -1360005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1360013.375000 Penalty: 4643.695312
	Iteration 35Q: 3 clusters Score -1360013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1360017.750000 Penalty: 4643.695312
	Iteration 36Q: 3 clusters Score -1360018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1360016.125000 Penalty: 4643.695312
	Iteration 37Q: 3 clusters Score -1360016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1360021.500000 Penalty: 4643.695312
	Iteration 38Q: 3 clusters Score -1360022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1360022.625000 Penalty: 4643.695312
	Iteration 39Q: 3 clusters Score -1360023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1360020.000000 Penalty: 4643.695312
	Iteration 40F: 3 clusters Score -1360020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1360021.125000 Penalty: 4643.695312
	Iteration 41Q: 3 clusters Score -1360021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1360019.750000 Penalty: 4643.695312
	Iteration 42Q: 3 clusters Score -1360020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1360023.000000 Penalty: 4643.695312
	Iteration 43Q: 3 clusters Score -1360023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1360023.500000 Penalty: 4643.695312
	Iteration 44Q: 3 clusters Score -1360024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1360024.000000 Penalty: 4643.695312
	Iteration 45Q: 3 clusters Score -1360024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1360021.375000 Penalty: 4643.695312
	Iteration 46Q: 3 clusters Score -1360021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1360021.375000 Penalty: 4643.695312
	Iteration 47F: 3 clusters Score -1360021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Entering Unmasked Estep 
Score: -688136.562500 Penalty: 2144.802246
	Iteration 0F: 2 clusters Score -688136.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -683217.875000 Penalty: 4289.604492
	Iteration 0F: 3 clusters Score -683217.9 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -684613.562500 Penalty: 4289.604492
	Iteration 1F: 3 clusters Score -684613.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -685093.187500 Penalty: 4289.604492
	Iteration 2F: 3 clusters Score -685093.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -685413.812500 Penalty: 4289.604492
	Iteration 3F: 3 clusters Score -685413.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -685664.125000 Penalty: 4289.604492
	Iteration 4F: 3 clusters Score -685664.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -685865.125000 Penalty: 4289.604492
	Iteration 5Q: 3 clusters Score -685865.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -686099.125000 Penalty: 4289.604492
	Iteration 6Q: 3 clusters Score -686099.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -686316.937500 Penalty: 4289.604492
	Iteration 7Q: 3 clusters Score -686316.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -686497.812500 Penalty: 4289.604492
	Iteration 8Q: 3 clusters Score -686497.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -686646.250000 Penalty: 4289.604492
	Iteration 9Q: 3 clusters Score -686646.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -686757.875000 Penalty: 4289.604492
	Iteration 10Q: 3 clusters Score -686757.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -686833.000000 Penalty: 4289.604492
	Iteration 11Q: 3 clusters Score -686833 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -686880.750000 Penalty: 4289.604492
	Iteration 12Q: 3 clusters Score -686880.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -686915.125000 Penalty: 4289.604492
	Iteration 13Q: 3 clusters Score -686915.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -686934.937500 Penalty: 4289.604492
	Iteration 14Q: 3 clusters Score -686934.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -686951.437500 Penalty: 4289.604492
	Iteration 15Q: 3 clusters Score -686951.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -686963.687500 Penalty: 4289.604492
	Iteration 16Q: 3 clusters Score -686963.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -686975.125000 Penalty: 4289.604492
	Iteration 17Q: 3 clusters Score -686975.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -686983.437500 Penalty: 4289.604492
	Iteration 18Q: 3 clusters Score -686983.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -686996.875000 Penalty: 4289.604492
	Iteration 19Q: 3 clusters Score -686996.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -687005.437500 Penalty: 4289.604492
	Iteration 20F: 3 clusters Score -687005.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -687014.500000 Penalty: 4289.604492
	Iteration 21Q: 3 clusters Score -687014.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -687020.562500 Penalty: 4289.604492
	Iteration 22Q: 3 clusters Score -687020.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -687029.062500 Penalty: 4289.604492
	Iteration 23Q: 3 clusters Score -687029.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -687037.437500 Penalty: 4289.604492
	Iteration 24Q: 3 clusters Score -687037.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -687040.937500 Penalty: 4289.604492
	Iteration 25Q: 3 clusters Score -687040.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -687042.437500 Penalty: 4289.604492
	Iteration 26Q: 3 clusters Score -687042.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -687046.312500 Penalty: 4289.604492
	Iteration 27Q: 3 clusters Score -687046.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -687048.562500 Penalty: 4289.604492
	Iteration 28Q: 3 clusters Score -687048.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -687051.812500 Penalty: 4289.604492
	Iteration 29Q: 3 clusters Score -687051.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -687051.375000 Penalty: 4289.604492
	Iteration 30Q: 3 clusters Score -687051.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -687052.687500 Penalty: 4289.604492
	Iteration 31Q: 3 clusters Score -687052.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -687057.687500 Penalty: 4289.604492
	Iteration 32Q: 3 clusters Score -687057.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -687061.375000 Penalty: 4289.604492
	Iteration 33Q: 3 clusters Score -687061.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -687063.875000 Penalty: 4289.604492
	Iteration 34Q: 3 clusters Score -687063.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -687066.750000 Penalty: 4289.604492
	Iteration 35Q: 3 clusters Score -687066.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -687068.437500 Penalty: 4289.604492
	Iteration 36Q: 3 clusters Score -687068.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -687068.812500 Penalty: 4289.604492
	Iteration 37Q: 3 clusters Score -687068.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -687068.250000 Penalty: 4289.604492
	Iteration 38Q: 3 clusters Score -687068.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -687069.625000 Penalty: 4289.604492
	Iteration 39Q: 3 clusters Score -687069.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -687070.625000 Penalty: 4289.604492
	Iteration 40F: 3 clusters Score -687070.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -687073.750000 Penalty: 4289.604492
	Iteration 41Q: 3 clusters Score -687073.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -687078.250000 Penalty: 4289.604492
	Iteration 42Q: 3 clusters Score -687078.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -687079.937500 Penalty: 4289.604492
	Iteration 43Q: 3 clusters Score -687079.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -687082.750000 Penalty: 4289.604492
	Iteration 44Q: 3 clusters Score -687082.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -687082.562500 Penalty: 4289.604492
	Iteration 45Q: 3 clusters Score -687082.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -687082.625000 Penalty: 4289.604492
	Iteration 46Q: 3 clusters Score -687082.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -687082.187500 Penalty: 4289.604492
	Iteration 47Q: 3 clusters Score -687082.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -687082.187500 Penalty: 4289.604492
	Iteration 48F: 3 clusters Score -687082.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Entering Unmasked Estep 
Score: -2534533.500000 Penalty: 2464.596436
	Iteration 0F: 2 clusters Score -2534534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2519963.250000 Penalty: 4929.192871
	Iteration 0F: 3 clusters Score -2519963 nChanged 9063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2524777.250000 Penalty: 4929.192871
	Iteration 1F: 3 clusters Score -2524777 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2525247.500000 Penalty: 4929.192871
	Iteration 2F: 3 clusters Score -2525248 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2525706.000000 Penalty: 4929.192871
	Iteration 3Q: 3 clusters Score -2525706 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2526120.750000 Penalty: 4929.192871
	Iteration 4Q: 3 clusters Score -2526121 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2526552.000000 Penalty: 4929.192871
	Iteration 5Q: 3 clusters Score -2526552 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2527056.500000 Penalty: 4929.192871
	Iteration 6Q: 3 clusters Score -2527056 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2527718.250000 Penalty: 4929.192871
	Iteration 7F: 3 clusters Score -2527718 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2528517.000000 Penalty: 4929.192871
	Iteration 8F: 3 clusters Score -2528517 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2529407.750000 Penalty: 4929.192871
	Iteration 9F: 3 clusters Score -2529408 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2530348.250000 Penalty: 4929.192871
	Iteration 10F: 3 clusters Score -2530348 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2531241.000000 Penalty: 4929.192871
	Iteration 11Q: 3 clusters Score -2531241 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -2531911.500000 Penalty: 4929.192871
	Iteration 12Q: 3 clusters Score -2531912 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2532333.500000 Penalty: 4929.192871
	Iteration 13Q: 3 clusters Score -2532334 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -2532651.500000 Penalty: 4929.192871
	Iteration 14Q: 3 clusters Score -2532652 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -2532833.750000 Penalty: 4929.192871
	Iteration 15Q: 3 clusters Score -2532834 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -2532942.000000 Penalty: 4929.192871
	Iteration 16Q: 3 clusters Score -2532942 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2533004.250000 Penalty: 4929.192871
	Iteration 17Q: 3 clusters Score -2533004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2533049.750000 Penalty: 4929.192871
	Iteration 18Q: 3 clusters Score -2533050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2533092.750000 Penalty: 4929.192871
	Iteration 19Q: 3 clusters Score -2533093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2533120.750000 Penalty: 4929.192871
	Iteration 20F: 3 clusters Score -2533121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -2533138.500000 Penalty: 4929.192871
	Iteration 21Q: 3 clusters Score -2533138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -2533148.500000 Penalty: 4929.192871
	Iteration 22Q: 3 clusters Score -2533148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -2533159.250000 Penalty: 4929.192871
	Iteration 23Q: 3 clusters Score -2533159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2533167.000000 Penalty: 4929.192871
	Iteration 24Q: 3 clusters Score -2533167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2533169.250000 Penalty: 4929.192871
	Iteration 25Q: 3 clusters Score -2533169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2533170.250000 Penalty: 4929.192871
	Iteration 26Q: 3 clusters Score -2533170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2533170.250000 Penalty: 4929.192871
	Iteration 27F: 3 clusters Score -2533170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Entering Unmasked Estep 
Score: -2593858.250000 Penalty: 2467.975830
	Iteration 0F: 2 clusters Score -2593858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2579234.250000 Penalty: 4935.951660
	Iteration 0F: 3 clusters Score -2579234 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2584221.750000 Penalty: 4935.951660
	Iteration 1F: 3 clusters Score -2584222 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2584679.000000 Penalty: 4935.951660
	Iteration 2F: 3 clusters Score -2584679 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2585070.000000 Penalty: 4935.951660
	Iteration 3Q: 3 clusters Score -2585070 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2585447.000000 Penalty: 4935.951660
	Iteration 4Q: 3 clusters Score -2585447 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2585820.000000 Penalty: 4935.951660
	Iteration 5Q: 3 clusters Score -2585820 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2586219.500000 Penalty: 4935.951660
	Iteration 6Q: 3 clusters Score -2586220 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2586686.750000 Penalty: 4935.951660
	Iteration 7Q: 3 clusters Score -2586687 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2587197.500000 Penalty: 4935.951660
	Iteration 8Q: 3 clusters Score -2587198 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2587859.000000 Penalty: 4935.951660
	Iteration 9Q: 3 clusters Score -2587859 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2588619.250000 Penalty: 4935.951660
	Iteration 10Q: 3 clusters Score -2588619 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2589352.500000 Penalty: 4935.951660
	Iteration 11Q: 3 clusters Score -2589352 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2590104.750000 Penalty: 4935.951660
	Iteration 12Q: 3 clusters Score -2590105 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2590658.750000 Penalty: 4935.951660
	Iteration 13Q: 3 clusters Score -2590659 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2590989.000000 Penalty: 4935.951660
	Iteration 14Q: 3 clusters Score -2590989 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2591219.500000 Penalty: 4935.951660
	Iteration 15Q: 3 clusters Score -2591220 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2591381.750000 Penalty: 4935.951660
	Iteration 16Q: 3 clusters Score -2591382 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2591480.250000 Penalty: 4935.951660
	Iteration 17Q: 3 clusters Score -2591480 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2591563.500000 Penalty: 4935.951660
	Iteration 18Q: 3 clusters Score -2591564 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2591618.250000 Penalty: 4935.951660
	Iteration 19Q: 3 clusters Score -2591618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2591650.750000 Penalty: 4935.951660
	Iteration 20F: 3 clusters Score -2591651 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2591679.500000 Penalty: 4935.951660
	Iteration 21Q: 3 clusters Score -2591680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2591696.250000 Penalty: 4935.951660
	Iteration 22Q: 3 clusters Score -2591696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2591708.250000 Penalty: 4935.951660
	Iteration 23Q: 3 clusters Score -2591708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2591716.500000 Penalty: 4935.951660
	Iteration 24Q: 3 clusters Score -2591716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2591717.000000 Penalty: 4935.951660
	Iteration 25Q: 3 clusters Score -2591717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2591723.250000 Penalty: 4935.951660
	Iteration 26Q: 3 clusters Score -2591723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2591728.500000 Penalty: 4935.951660
	Iteration 27Q: 3 clusters Score -2591728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2591737.750000 Penalty: 4935.951660
	Iteration 28Q: 3 clusters Score -2591738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2591743.500000 Penalty: 4935.951660
	Iteration 29Q: 3 clusters Score -2591744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2591756.000000 Penalty: 4935.951660
	Iteration 30Q: 3 clusters Score -2591756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2591763.750000 Penalty: 4935.951660
	Iteration 31Q: 3 clusters Score -2591764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2591769.250000 Penalty: 4935.951660
	Iteration 32Q: 3 clusters Score -2591769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2591772.250000 Penalty: 4935.951660
	Iteration 33Q: 3 clusters Score -2591772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2591777.750000 Penalty: 4935.951660
	Iteration 34Q: 3 clusters Score -2591778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2591779.750000 Penalty: 4935.951660
	Iteration 35Q: 3 clusters Score -2591780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2591781.750000 Penalty: 4935.951660
	Iteration 36Q: 3 clusters Score -2591782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2591780.000000 Penalty: 4935.951660
	Iteration 37Q: 3 clusters Score -2591780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2591781.750000 Penalty: 4935.951660
	Iteration 38Q: 3 clusters Score -2591782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2591781.750000 Penalty: 4935.951660
	Iteration 39F: 3 clusters Score -2591782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Entering Unmasked Estep 
Score: -1637679.875000 Penalty: 2362.038330
	Iteration 0F: 2 clusters Score -1637680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1627670.750000 Penalty: 4724.076660
	Iteration 0F: 3 clusters Score -1627671 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1630828.250000 Penalty: 4724.076660
	Iteration 1F: 3 clusters Score -1630828 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1631326.000000 Penalty: 4724.076660
	Iteration 2F: 3 clusters Score -1631326 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1631817.625000 Penalty: 4724.076660
	Iteration 3F: 3 clusters Score -1631818 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1632422.875000 Penalty: 4724.076660
	Iteration 4F: 3 clusters Score -1632423 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1633212.500000 Penalty: 4724.076660
	Iteration 5F: 3 clusters Score -1633212 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1634107.375000 Penalty: 4724.076660
	Iteration 6F: 3 clusters Score -1634107 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1634954.250000 Penalty: 4724.076660
	Iteration 7F: 3 clusters Score -1634954 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1635601.875000 Penalty: 4724.076660
	Iteration 8F: 3 clusters Score -1635602 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1636011.375000 Penalty: 4724.076660
	Iteration 9Q: 3 clusters Score -1636011 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1636278.500000 Penalty: 4724.076660
	Iteration 10Q: 3 clusters Score -1636278 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1636481.250000 Penalty: 4724.076660
	Iteration 11Q: 3 clusters Score -1636481 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1636611.500000 Penalty: 4724.076660
	Iteration 12Q: 3 clusters Score -1636612 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1636708.250000 Penalty: 4724.076660
	Iteration 13Q: 3 clusters Score -1636708 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1636777.750000 Penalty: 4724.076660
	Iteration 14Q: 3 clusters Score -1636778 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1636821.000000 Penalty: 4724.076660
	Iteration 15Q: 3 clusters Score -1636821 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1636859.500000 Penalty: 4724.076660
	Iteration 16Q: 3 clusters Score -1636860 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1636897.250000 Penalty: 4724.076660
	Iteration 17Q: 3 clusters Score -1636897 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1636946.125000 Penalty: 4724.076660
	Iteration 18Q: 3 clusters Score -1636946 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1636991.625000 Penalty: 4724.076660
	Iteration 19Q: 3 clusters Score -1636992 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1637029.000000 Penalty: 4724.076660
	Iteration 20F: 3 clusters Score -1637029 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1637055.625000 Penalty: 4724.076660
	Iteration 21Q: 3 clusters Score -1637056 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1637073.250000 Penalty: 4724.076660
	Iteration 22Q: 3 clusters Score -1637073 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1637095.375000 Penalty: 4724.076660
	Iteration 23Q: 3 clusters Score -1637095 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1637107.500000 Penalty: 4724.076660
	Iteration 24Q: 3 clusters Score -1637108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1637119.250000 Penalty: 4724.076660
	Iteration 25Q: 3 clusters Score -1637119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1637128.625000 Penalty: 4724.076660
	Iteration 26Q: 3 clusters Score -1637129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1637136.250000 Penalty: 4724.076660
	Iteration 27Q: 3 clusters Score -1637136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1637145.375000 Penalty: 4724.076660
	Iteration 28Q: 3 clusters Score -1637145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1637155.000000 Penalty: 4724.076660
	Iteration 29Q: 3 clusters Score -1637155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1637161.500000 Penalty: 4724.076660
	Iteration 30Q: 3 clusters Score -1637162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1637161.750000 Penalty: 4724.076660
	Iteration 31Q: 3 clusters Score -1637162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1637161.500000 Penalty: 4724.076660
	Iteration 32Q: 3 clusters Score -1637162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1637166.875000 Penalty: 4724.076660
	Iteration 33Q: 3 clusters Score -1637167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1637169.875000 Penalty: 4724.076660
	Iteration 34Q: 3 clusters Score -1637170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1637173.250000 Penalty: 4724.076660
	Iteration 35Q: 3 clusters Score -1637173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1637169.625000 Penalty: 4724.076660
	Iteration 36Q: 3 clusters Score -1637170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1637174.500000 Penalty: 4724.076660
	Iteration 37Q: 3 clusters Score -1637174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1637175.250000 Penalty: 4724.076660
	Iteration 38Q: 3 clusters Score -1637175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1637173.375000 Penalty: 4724.076660
	Iteration 39Q: 3 clusters Score -1637173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1637175.250000 Penalty: 4724.076660
	Iteration 40F: 3 clusters Score -1637175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Entering Unmasked Estep 
Score: -2646978.500000 Penalty: 2474.898438
	Iteration 0F: 2 clusters Score -2646978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2631773.000000 Penalty: 4949.796875
	Iteration 0F: 3 clusters Score -2631773 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2637169.500000 Penalty: 4949.796875
	Iteration 1F: 3 clusters Score -2637170 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2637866.000000 Penalty: 4949.796875
	Iteration 2F: 3 clusters Score -2637866 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2638678.000000 Penalty: 4949.796875
	Iteration 3F: 3 clusters Score -2638678 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2639691.750000 Penalty: 4949.796875
	Iteration 4F: 3 clusters Score -2639692 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2640793.250000 Penalty: 4949.796875
	Iteration 5F: 3 clusters Score -2640793 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2641899.250000 Penalty: 4949.796875
	Iteration 6F: 3 clusters Score -2641899 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2642816.000000 Penalty: 4949.796875
	Iteration 7F: 3 clusters Score -2642816 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2643505.500000 Penalty: 4949.796875
	Iteration 8Q: 3 clusters Score -2643506 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2644023.500000 Penalty: 4949.796875
	Iteration 9Q: 3 clusters Score -2644024 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2644372.750000 Penalty: 4949.796875
	Iteration 10Q: 3 clusters Score -2644373 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2644603.750000 Penalty: 4949.796875
	Iteration 11Q: 3 clusters Score -2644604 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2644755.500000 Penalty: 4949.796875
	Iteration 12Q: 3 clusters Score -2644756 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2644862.500000 Penalty: 4949.796875
	Iteration 13Q: 3 clusters Score -2644862 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2644924.750000 Penalty: 4949.796875
	Iteration 14Q: 3 clusters Score -2644925 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2644960.000000 Penalty: 4949.796875
	Iteration 15Q: 3 clusters Score -2644960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2645002.500000 Penalty: 4949.796875
	Iteration 16Q: 3 clusters Score -2645002 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2645019.000000 Penalty: 4949.796875
	Iteration 17Q: 3 clusters Score -2645019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2645031.500000 Penalty: 4949.796875
	Iteration 18Q: 3 clusters Score -2645032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2645041.000000 Penalty: 4949.796875
	Iteration 19Q: 3 clusters Score -2645041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2645048.500000 Penalty: 4949.796875
	Iteration 20F: 3 clusters Score -2645048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2645057.000000 Penalty: 4949.796875
	Iteration 21Q: 3 clusters Score -2645057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2645061.000000 Penalty: 4949.796875
	Iteration 22Q: 3 clusters Score -2645061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2645065.500000 Penalty: 4949.796875
	Iteration 23Q: 3 clusters Score -2645066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2645067.000000 Penalty: 4949.796875
	Iteration 24Q: 3 clusters Score -2645067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2645068.750000 Penalty: 4949.796875
	Iteration 25Q: 3 clusters Score -2645069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2645070.000000 Penalty: 4949.796875
	Iteration 26Q: 3 clusters Score -2645070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2645069.500000 Penalty: 4949.796875
	Iteration 27Q: 3 clusters Score -2645070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2645069.250000 Penalty: 4949.796875
	Iteration 28Q: 3 clusters Score -2645069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2645070.750000 Penalty: 4949.796875
	Iteration 29Q: 3 clusters Score -2645071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2645070.750000 Penalty: 4949.796875
	Iteration 30F: 3 clusters Score -2645071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 10564 members 
Mstep: Class 3 contains 126162 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 49578 members 
Mstep: Class 7 contains 68736 members 
Mstep: Class 8 contains 14997 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 36051 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 193840 members 
Mstep: Class 13 contains 131734 members 
Mstep: Class 14 contains 25517 members 
Mstep: Class 15 contains 11641 members 
Mstep: Class 16 contains 5701 members 
Mstep: Class 17 contains 20700 members 
Mstep: Class 18 contains 20984 members 
Mstep: Class 19 contains 13689 members 
Mstep: Class 20 contains 21578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158410432.000000 Penalty: 83939.164062
Iteration 39Q: 25 clusters Score -1.584104e+08 nChanged 20536
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 10753 members 
Mstep: Class 3 contains 126684 members 
Mstep: Class 4 contains 467 members 
Mstep: Class 5 contains 49699 members 
Mstep: Class 6 contains 175540 members 
Mstep: Class 7 contains 69180 members 
Mstep: Class 8 contains 15720 members 
Mstep: Class 9 contains 5524 members 
Mstep: Class 10 contains 36146 members 
Mstep: Class 11 contains 970 members 
Mstep: Class 12 contains 193411 members 
Mstep: Class 13 contains 131649 members 
Mstep: Class 14 contains 25507 members 
Mstep: Class 15 contains 11643 members 
Mstep: Class 16 contains 6125 members 
Mstep: Class 17 contains 20548 members 
Mstep: Class 18 contains 21152 members 
Mstep: Class 19 contains 13538 members 
Mstep: Class 20 contains 21526 members 
Mstep: Class 21 contains 264436 members 
Mstep: Class 22 contains 2083 members 
Mstep: Class 23 contains 59660 members 
Mstep: Class 24 contains 7497 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 25 clusters Score -1.584193e+08 nChanged 13277
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 63976 members 
Mstep: Class 2 contains 10874 members 
Mstep: Class 3 contains 126916 members 
Mstep: Class 4 contains 512 members 
Mstep: Class 5 contains 49125 members 
Mstep: Class 6 contains 174614 members 
Mstep: Class 7 contains 69096 members 
Mstep: Class 8 contains 16136 members 
Mstep: Class 9 contains 5786 members 
Mstep: Class 10 contains 36212 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 192886 members 
Mstep: Class 13 contains 131670 members 
Mstep: Class 14 contains 25053 members 
Mstep: Class 15 contains 11618 members 
Mstep: Class 16 contains 6615 members 
Mstep: Class 17 contains 19954 members 
Mstep: Class 18 contains 21440 members 
Mstep: Class 19 contains 13343 members 
Mstep: Class 20 contains 21449 members 
Mstep: Class 21 contains 263604 members 
Mstep: Class 22 contains 2089 members 
Mstep: Class 23 contains 60731 members 
Mstep: Class 24 contains 7957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158422992.000000 Penalty: 83939.164062
Iteration 41Q: 25 clusters Score -1.58423e+08 nChanged 8908
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 64871 members 
Mstep: Class 2 contains 10996 members 
Mstep: Class 3 contains 127152 members 
Mstep: Class 4 contains 504 members 
Mstep: Class 5 contains 48542 members 
Mstep: Class 6 contains 173481 members 
Mstep: Class 7 contains 69070 members 
Mstep: Class 8 contains 16491 members 
Mstep: Class 9 contains 6169 members 
Mstep: Class 10 contains 36260 members 
Mstep: Class 11 contains 956 members 
Mstep: Class 12 contains 192597 members 
Mstep: Class 13 contains 131711 members 
Mstep: Class 14 contains 24741 members 
Mstep: Class 15 contains 11608 members 
Mstep: Class 16 contains 7045 members 
Mstep: Class 17 contains 19559 members 
Mstep: Class 18 contains 21732 members 
Mstep: Class 19 contains 13159 members 
Mstep: Class 20 contains 21429 members 
Mstep: Class 21 contains 262908 members 
Mstep: Class 22 contains 2100 members 
Mstep: Class 23 contains 61224 members 
Mstep: Class 24 contains 8324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158424656.000000 Penalty: 83939.164062
Iteration 42Q: 25 clusters Score -1.584247e+08 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 65693 members 
Mstep: Class 2 contains 11079 members 
Mstep: Class 3 contains 127362 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 47953 members 
Mstep: Class 6 contains 172326 members 
Mstep: Class 7 contains 68999 members 
Mstep: Class 8 contains 16756 members 
Mstep: Class 9 contains 6578 members 
Mstep: Class 10 contains 36291 members 
Mstep: Class 11 contains 942 members 
Mstep: Class 12 contains 192433 members 
Mstep: Class 13 contains 131747 members 
Mstep: Class 14 contains 24525 members 
Mstep: Class 15 contains 11592 members 
Mstep: Class 16 contains 7426 members 
Mstep: Class 17 contains 19219 members 
Mstep: Class 18 contains 22051 members 
Mstep: Class 19 contains 13026 members 
Mstep: Class 20 contains 21422 members 
Mstep: Class 21 contains 262405 members 
Mstep: Class 22 contains 2104 members 
Mstep: Class 23 contains 61520 members 
Mstep: Class 24 contains 8680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158425872.000000 Penalty: 83939.164062
Iteration 43Q: 25 clusters Score -1.584259e+08 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 66372 members 
Mstep: Class 2 contains 11138 members 
Mstep: Class 3 contains 127575 members 
Mstep: Class 4 contains 498 members 
Mstep: Class 5 contains 47332 members 
Mstep: Class 6 contains 171267 members 
Mstep: Class 7 contains 68949 members 
Mstep: Class 8 contains 16966 members 
Mstep: Class 9 contains 7009 members 
Mstep: Class 10 contains 36322 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 192251 members 
Mstep: Class 13 contains 131759 members 
Mstep: Class 14 contains 24387 members 
Mstep: Class 15 contains 11578 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 18911 members 
Mstep: Class 18 contains 22410 members 
Mstep: Class 19 contains 12925 members 
Mstep: Class 20 contains 21435 members 
Mstep: Class 21 contains 262030 members 
Mstep: Class 22 contains 2105 members 
Mstep: Class 23 contains 61712 members 
Mstep: Class 24 contains 9009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426672.000000 Penalty: 83939.164062
Iteration 44Q: 25 clusters Score -1.584267e+08 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 66884 members 
Mstep: Class 2 contains 11183 members 
Mstep: Class 3 contains 127719 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 46764 members 
Mstep: Class 6 contains 170319 members 
Mstep: Class 7 contains 68873 members 
Mstep: Class 8 contains 17112 members 
Mstep: Class 9 contains 7437 members 
Mstep: Class 10 contains 36362 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 192110 members 
Mstep: Class 13 contains 131734 members 
Mstep: Class 14 contains 24278 members 
Mstep: Class 15 contains 11576 members 
Mstep: Class 16 contains 8043 members 
Mstep: Class 17 contains 18631 members 
Mstep: Class 18 contains 22806 members 
Mstep: Class 19 contains 12857 members 
Mstep: Class 20 contains 21464 members 
Mstep: Class 21 contains 261751 members 
Mstep: Class 22 contains 2107 members 
Mstep: Class 23 contains 61834 members 
Mstep: Class 24 contains 9361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427328.000000 Penalty: 83939.164062
Iteration 45Q: 25 clusters Score -1.584273e+08 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 67294 members 
Mstep: Class 2 contains 11226 members 
Mstep: Class 3 contains 127819 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 46267 members 
Mstep: Class 6 contains 169421 members 
Mstep: Class 7 contains 68813 members 
Mstep: Class 8 contains 17208 members 
Mstep: Class 9 contains 7854 members 
Mstep: Class 10 contains 36395 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 191982 members 
Mstep: Class 13 contains 131736 members 
Mstep: Class 14 contains 24192 members 
Mstep: Class 15 contains 11563 members 
Mstep: Class 16 contains 8226 members 
Mstep: Class 17 contains 18379 members 
Mstep: Class 18 contains 23209 members 
Mstep: Class 19 contains 12837 members 
Mstep: Class 20 contains 21494 members 
Mstep: Class 21 contains 261536 members 
Mstep: Class 22 contains 2107 members 
Mstep: Class 23 contains 61935 members 
Mstep: Class 24 contains 9709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158428016.000000 Penalty: 83939.164062
Iteration 46Q: 25 clusters Score -1.58428e+08 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 67556 members 
Mstep: Class 2 contains 11269 members 
Mstep: Class 3 contains 127896 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 45846 members 
Mstep: Class 6 contains 168684 members 
Mstep: Class 7 contains 68741 members 
Mstep: Class 8 contains 17280 members 
Mstep: Class 9 contains 8268 members 
Mstep: Class 10 contains 36422 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 191865 members 
Mstep: Class 13 contains 131739 members 
Mstep: Class 14 contains 24138 members 
Mstep: Class 15 contains 11564 members 
Mstep: Class 16 contains 8375 members 
Mstep: Class 17 contains 18131 members 
Mstep: Class 18 contains 23584 members 
Mstep: Class 19 contains 12827 members 
Mstep: Class 20 contains 21535 members 
Mstep: Class 21 contains 261371 members 
Mstep: Class 22 contains 2107 members 
Mstep: Class 23 contains 61960 members 
Mstep: Class 24 contains 10044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158428416.000000 Penalty: 83939.164062
Iteration 47Q: 25 clusters Score -1.584284e+08 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 67785 members 
Mstep: Class 2 contains 11315 members 
Mstep: Class 3 contains 127940 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 45464 members 
Mstep: Class 6 contains 168024 members 
Mstep: Class 7 contains 68674 members 
Mstep: Class 8 contains 17337 members 
Mstep: Class 9 contains 8660 members 
Mstep: Class 10 contains 36451 members 
Mstep: Class 11 contains 929 members 
Mstep: Class 12 contains 191746 members 
Mstep: Class 13 contains 131688 members 
Mstep: Class 14 contains 24089 members 
Mstep: Class 15 contains 11556 members 
Mstep: Class 16 contains 8504 members 
Mstep: Class 17 contains 17918 members 
Mstep: Class 18 contains 23970 members 
Mstep: Class 19 contains 12793 members 
Mstep: Class 20 contains 21593 members 
Mstep: Class 21 contains 261215 members 
Mstep: Class 22 contains 2106 members 
Mstep: Class 23 contains 61991 members 
Mstep: Class 24 contains 10385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158428672.000000 Penalty: 83939.164062
Iteration 48Q: 25 clusters Score -1.584287e+08 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 67902 members 
Mstep: Class 2 contains 11359 members 
Mstep: Class 3 contains 127965 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 45149 members 
Mstep: Class 6 contains 167412 members 
Mstep: Class 7 contains 68586 members 
Mstep: Class 8 contains 17405 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 36474 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 191662 members 
Mstep: Class 13 contains 131683 members 
Mstep: Class 14 contains 24056 members 
Mstep: Class 15 contains 11541 members 
Mstep: Class 16 contains 8624 members 
Mstep: Class 17 contains 17735 members 
Mstep: Class 18 contains 24383 members 
Mstep: Class 19 contains 12738 members 
Mstep: Class 20 contains 21649 members 
Mstep: Class 21 contains 261091 members 
Mstep: Class 22 contains 2105 members 
Mstep: Class 23 contains 61960 members 
Mstep: Class 24 contains 10716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429632.000000 Penalty: 83939.164062
Iteration 49Q: 25 clusters Score -1.584296e+08 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 67964 members 
Mstep: Class 2 contains 11410 members 
Mstep: Class 3 contains 128007 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 44792 members 
Mstep: Class 6 contains 166892 members 
Mstep: Class 7 contains 68512 members 
Mstep: Class 8 contains 17459 members 
Mstep: Class 9 contains 9352 members 
Mstep: Class 10 contains 36494 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 191546 members 
Mstep: Class 13 contains 131687 members 
Mstep: Class 14 contains 24031 members 
Mstep: Class 15 contains 11534 members 
Mstep: Class 16 contains 8738 members 
Mstep: Class 17 contains 17566 members 
Mstep: Class 18 contains 24809 members 
Mstep: Class 19 contains 12652 members 
Mstep: Class 20 contains 21713 members 
Mstep: Class 21 contains 260975 members 
Mstep: Class 22 contains 2104 members 
Mstep: Class 23 contains 61952 members 
Mstep: Class 24 contains 11025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430432.000000 Penalty: 83939.164062
Iteration 50Q: 25 clusters Score -1.584304e+08 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 67951 members 
Mstep: Class 2 contains 11434 members 
Mstep: Class 3 contains 127980 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 44528 members 
Mstep: Class 6 contains 166525 members 
Mstep: Class 7 contains 68457 members 
Mstep: Class 8 contains 17498 members 
Mstep: Class 9 contains 9640 members 
Mstep: Class 10 contains 36510 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 191468 members 
Mstep: Class 13 contains 131659 members 
Mstep: Class 14 contains 23987 members 
Mstep: Class 15 contains 11518 members 
Mstep: Class 16 contains 8808 members 
Mstep: Class 17 contains 17421 members 
Mstep: Class 18 contains 25212 members 
Mstep: Class 19 contains 12571 members 
Mstep: Class 20 contains 21763 members 
Mstep: Class 21 contains 260882 members 
Mstep: Class 22 contains 2104 members 
Mstep: Class 23 contains 61959 members 
Mstep: Class 24 contains 11335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158431008.000000 Penalty: 83939.164062
Iteration 51Q: 25 clusters Score -1.58431e+08 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 67904 members 
Mstep: Class 2 contains 11456 members 
Mstep: Class 3 contains 127964 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 44311 members 
Mstep: Class 6 contains 166218 members 
Mstep: Class 7 contains 68423 members 
Mstep: Class 8 contains 17509 members 
Mstep: Class 9 contains 9915 members 
Mstep: Class 10 contains 36528 members 
Mstep: Class 11 contains 922 members 
Mstep: Class 12 contains 191357 members 
Mstep: Class 13 contains 131647 members 
Mstep: Class 14 contains 23951 members 
Mstep: Class 15 contains 11496 members 
Mstep: Class 16 contains 8854 members 
Mstep: Class 17 contains 17254 members 
Mstep: Class 18 contains 25649 members 
Mstep: Class 19 contains 12486 members 
Mstep: Class 20 contains 21822 members 
Mstep: Class 21 contains 260779 members 
Mstep: Class 22 contains 2103 members 
Mstep: Class 23 contains 61968 members 
Mstep: Class 24 contains 11617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158431232.000000 Penalty: 83939.164062
Iteration 52Q: 25 clusters Score -1.584312e+08 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 67830 members 
Mstep: Class 2 contains 11476 members 
Mstep: Class 3 contains 127942 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 44152 members 
Mstep: Class 6 contains 165962 members 
Mstep: Class 7 contains 68395 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 10185 members 
Mstep: Class 10 contains 36547 members 
Mstep: Class 11 contains 921 members 
Mstep: Class 12 contains 191220 members 
Mstep: Class 13 contains 131630 members 
Mstep: Class 14 contains 23914 members 
Mstep: Class 15 contains 11477 members 
Mstep: Class 16 contains 8913 members 
Mstep: Class 17 contains 17077 members 
Mstep: Class 18 contains 26059 members 
Mstep: Class 19 contains 12411 members 
Mstep: Class 20 contains 21875 members 
Mstep: Class 21 contains 260682 members 
Mstep: Class 22 contains 2103 members 
Mstep: Class 23 contains 61964 members 
Mstep: Class 24 contains 11898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158431920.000000 Penalty: 83939.164062
Iteration 53Q: 25 clusters Score -1.584319e+08 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 67709 members 
Mstep: Class 2 contains 11492 members 
Mstep: Class 3 contains 127903 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 44017 members 
Mstep: Class 6 contains 165728 members 
Mstep: Class 7 contains 68360 members 
Mstep: Class 8 contains 17477 members 
Mstep: Class 9 contains 10392 members 
Mstep: Class 10 contains 36567 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 191107 members 
Mstep: Class 13 contains 131616 members 
Mstep: Class 14 contains 23882 members 
Mstep: Class 15 contains 11456 members 
Mstep: Class 16 contains 8964 members 
Mstep: Class 17 contains 16898 members 
Mstep: Class 18 contains 26502 members 
Mstep: Class 19 contains 12342 members 
Mstep: Class 20 contains 21946 members 
Mstep: Class 21 contains 260615 members 
Mstep: Class 22 contains 2103 members 
Mstep: Class 23 contains 61967 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158432096.000000 Penalty: 83939.164062
Iteration 54Q: 25 clusters Score -1.584321e+08 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 67590 members 
Mstep: Class 2 contains 11502 members 
Mstep: Class 3 contains 127859 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 43962 members 
Mstep: Class 6 contains 165462 members 
Mstep: Class 7 contains 68312 members 
Mstep: Class 8 contains 17451 members 
Mstep: Class 9 contains 10603 members 
Mstep: Class 10 contains 36580 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 190993 members 
Mstep: Class 13 contains 131584 members 
Mstep: Class 14 contains 23857 members 
Mstep: Class 15 contains 11451 members 
Mstep: Class 16 contains 9016 members 
Mstep: Class 17 contains 16735 members 
Mstep: Class 18 contains 26919 members 
Mstep: Class 19 contains 12270 members 
Mstep: Class 20 contains 22007 members 
Mstep: Class 21 contains 260560 members 
Mstep: Class 22 contains 2103 members 
Mstep: Class 23 contains 61988 members 
Mstep: Class 24 contains 12410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158432304.000000 Penalty: 83939.164062
Iteration 55Q: 25 clusters Score -1.584323e+08 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 67475 members 
Mstep: Class 2 contains 11506 members 
Mstep: Class 3 contains 127810 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 43892 members 
Mstep: Class 6 contains 165235 members 
Mstep: Class 7 contains 68256 members 
Mstep: Class 8 contains 17430 members 
Mstep: Class 9 contains 10775 members 
Mstep: Class 10 contains 36595 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 190879 members 
Mstep: Class 13 contains 131566 members 
Mstep: Class 14 contains 23841 members 
Mstep: Class 15 contains 11445 members 
Mstep: Class 16 contains 9055 members 
Mstep: Class 17 contains 16566 members 
Mstep: Class 18 contains 27309 members 
Mstep: Class 19 contains 12200 members 
Mstep: Class 20 contains 22094 members 
Mstep: Class 21 contains 260537 members 
Mstep: Class 22 contains 2103 members 
Mstep: Class 23 contains 61990 members 
Mstep: Class 24 contains 12651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158432784.000000 Penalty: 83939.164062
Iteration 56Q: 25 clusters Score -1.584328e+08 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 67355 members 
Mstep: Class 2 contains 11510 members 
Mstep: Class 3 contains 127768 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 43862 members 
Mstep: Class 6 contains 165044 members 
Mstep: Class 7 contains 68217 members 
Mstep: Class 8 contains 17411 members 
Mstep: Class 9 contains 10917 members 
Mstep: Class 10 contains 36610 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 190801 members 
Mstep: Class 13 contains 131515 members 
Mstep: Class 14 contains 23830 members 
Mstep: Class 15 contains 11430 members 
Mstep: Class 16 contains 9089 members 
Mstep: Class 17 contains 16387 members 
Mstep: Class 18 contains 27674 members 
Mstep: Class 19 contains 12136 members 
Mstep: Class 20 contains 22189 members 
Mstep: Class 21 contains 260527 members 
Mstep: Class 22 contains 2103 members 
Mstep: Class 23 contains 61983 members 
Mstep: Class 24 contains 12852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158432992.000000 Penalty: 83939.164062
Iteration 57Q: 25 clusters Score -1.58433e+08 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 67222 members 
Mstep: Class 2 contains 11516 members 
Mstep: Class 3 contains 127722 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 43836 members 
Mstep: Class 6 contains 164867 members 
Mstep: Class 7 contains 68164 members 
Mstep: Class 8 contains 17390 members 
Mstep: Class 9 contains 11048 members 
Mstep: Class 10 contains 36622 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 190729 members 
Mstep: Class 13 contains 131473 members 
Mstep: Class 14 contains 23822 members 
Mstep: Class 15 contains 11408 members 
Mstep: Class 16 contains 9133 members 
Mstep: Class 17 contains 16186 members 
Mstep: Class 18 contains 28033 members 
Mstep: Class 19 contains 12067 members 
Mstep: Class 20 contains 22304 members 
Mstep: Class 21 contains 260548 members 
Mstep: Class 22 contains 2103 members 
Mstep: Class 23 contains 61983 members 
Mstep: Class 24 contains 13032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158433168.000000 Penalty: 83939.164062
Iteration 58Q: 25 clusters Score -1.584332e+08 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 67118 members 
Mstep: Class 2 contains 11525 members 
Mstep: Class 3 contains 127657 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 43842 members 
Mstep: Class 6 contains 164691 members 
Mstep: Class 7 contains 68131 members 
Mstep: Class 8 contains 17348 members 
Mstep: Class 9 contains 11183 members 
Mstep: Class 10 contains 36635 members 
Mstep: Class 11 contains 930 members 
Mstep: Class 12 contains 190664 members 
Mstep: Class 13 contains 131429 members 
Mstep: Class 14 contains 23812 members 
Mstep: Class 15 contains 11390 members 
Mstep: Class 16 contains 9180 members 
Mstep: Class 17 contains 15966 members 
Mstep: Class 18 contains 28355 members 
Mstep: Class 19 contains 11994 members 
Mstep: Class 20 contains 22425 members 
Mstep: Class 21 contains 260557 members 
Mstep: Class 22 contains 2103 members 
Mstep: Class 23 contains 61990 members 
Mstep: Class 24 contains 13208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158433136.000000 Penalty: 83939.164062
Iteration 59Q: 25 clusters Score -1.584331e+08 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 67003 members 
Mstep: Class 2 contains 11541 members 
Mstep: Class 3 contains 127585 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 43859 members 
Mstep: Class 6 contains 164566 members 
Mstep: Class 7 contains 68103 members 
Mstep: Class 8 contains 17313 members 
Mstep: Class 9 contains 11316 members 
Mstep: Class 10 contains 36645 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 190572 members 
Mstep: Class 13 contains 131369 members 
Mstep: Class 14 contains 23804 members 
Mstep: Class 15 contains 11369 members 
Mstep: Class 16 contains 9207 members 
Mstep: Class 17 contains 15721 members 
Mstep: Class 18 contains 28666 members 
Mstep: Class 19 contains 11926 members 
Mstep: Class 20 contains 22595 members 
Mstep: Class 21 contains 260567 members 
Mstep: Class 22 contains 2103 members 
Mstep: Class 23 contains 61998 members 
Mstep: Class 24 contains 13371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158434256.000000 Penalty: 83939.164062
Iteration 60F: 25 clusters Score -1.584343e+08 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66888 members 
Mstep: Class 2 contains 11553 members 
Mstep: Class 3 contains 127460 members 
Mstep: Class 4 contains 512 members 
Mstep: Class 5 contains 43837 members 
Mstep: Class 6 contains 164464 members 
Mstep: Class 7 contains 68067 members 
Mstep: Class 8 contains 17279 members 
Mstep: Class 9 contains 11506 members 
Mstep: Class 10 contains 36651 members 
Mstep: Class 11 contains 936 members 
Mstep: Class 12 contains 190478 members 
Mstep: Class 13 contains 131330 members 
Mstep: Class 14 contains 23806 members 
Mstep: Class 15 contains 11349 members 
Mstep: Class 16 contains 9238 members 
Mstep: Class 17 contains 15450 members 
Mstep: Class 18 contains 28927 members 
Mstep: Class 19 contains 11850 members 
Mstep: Class 20 contains 22807 members 
Mstep: Class 21 contains 260623 members 
Mstep: Class 22 contains 2103 members 
Mstep: Class 23 contains 61968 members 
Mstep: Class 24 contains 13565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158435040.000000 Penalty: 83939.164062
Iteration 61Q: 25 clusters Score -1.58435e+08 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66786 members 
Mstep: Class 2 contains 11564 members 
Mstep: Class 3 contains 127315 members 
Mstep: Class 4 contains 505 members 
Mstep: Class 5 contains 43819 members 
Mstep: Class 6 contains 164344 members 
Mstep: Class 7 contains 68016 members 
Mstep: Class 8 contains 17249 members 
Mstep: Class 9 contains 11712 members 
Mstep: Class 10 contains 36663 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 190425 members 
Mstep: Class 13 contains 131266 members 
Mstep: Class 14 contains 23791 members 
Mstep: Class 15 contains 11317 members 
Mstep: Class 16 contains 9254 members 
Mstep: Class 17 contains 15102 members 
Mstep: Class 18 contains 29188 members 
Mstep: Class 19 contains 11780 members 
Mstep: Class 20 contains 23084 members 
Mstep: Class 21 contains 260701 members 
Mstep: Class 22 contains 2107 members 
Mstep: Class 23 contains 61972 members 
Mstep: Class 24 contains 13747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158435504.000000 Penalty: 83939.164062
Iteration 62Q: 25 clusters Score -1.584355e+08 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66700 members 
Mstep: Class 2 contains 11579 members 
Mstep: Class 3 contains 127151 members 
Mstep: Class 4 contains 501 members 
Mstep: Class 5 contains 43795 members 
Mstep: Class 6 contains 164240 members 
Mstep: Class 7 contains 67967 members 
Mstep: Class 8 contains 17213 members 
Mstep: Class 9 contains 11918 members 
Mstep: Class 10 contains 36681 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 190398 members 
Mstep: Class 13 contains 131212 members 
Mstep: Class 14 contains 23779 members 
Mstep: Class 15 contains 11296 members 
Mstep: Class 16 contains 9269 members 
Mstep: Class 17 contains 14678 members 
Mstep: Class 18 contains 29398 members 
Mstep: Class 19 contains 11719 members 
Mstep: Class 20 contains 23436 members 
Mstep: Class 21 contains 260793 members 
Mstep: Class 22 contains 2111 members 
Mstep: Class 23 contains 61955 members 
Mstep: Class 24 contains 13923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158435984.000000 Penalty: 83939.164062
Iteration 63Q: 25 clusters Score -1.58436e+08 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66609 members 
Mstep: Class 2 contains 11589 members 
Mstep: Class 3 contains 126988 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 43775 members 
Mstep: Class 6 contains 164112 members 
Mstep: Class 7 contains 67922 members 
Mstep: Class 8 contains 17187 members 
Mstep: Class 9 contains 12118 members 
Mstep: Class 10 contains 36693 members 
Mstep: Class 11 contains 937 members 
Mstep: Class 12 contains 190376 members 
Mstep: Class 13 contains 131171 members 
Mstep: Class 14 contains 23765 members 
Mstep: Class 15 contains 11256 members 
Mstep: Class 16 contains 9274 members 
Mstep: Class 17 contains 14304 members 
Mstep: Class 18 contains 29602 members 
Mstep: Class 19 contains 11674 members 
Mstep: Class 20 contains 23804 members 
Mstep: Class 21 contains 260869 members 
Mstep: Class 22 contains 2113 members 
Mstep: Class 23 contains 61928 members 
Mstep: Class 24 contains 14081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158436592.000000 Penalty: 83939.164062
Iteration 64Q: 25 clusters Score -1.584366e+08 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66536 members 
Mstep: Class 2 contains 11600 members 
Mstep: Class 3 contains 126831 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 43772 members 
Mstep: Class 6 contains 163986 members 
Mstep: Class 7 contains 67877 members 
Mstep: Class 8 contains 17134 members 
Mstep: Class 9 contains 12309 members 
Mstep: Class 10 contains 36708 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 190335 members 
Mstep: Class 13 contains 131125 members 
Mstep: Class 14 contains 23748 members 
Mstep: Class 15 contains 11213 members 
Mstep: Class 16 contains 9295 members 
Mstep: Class 17 contains 14025 members 
Mstep: Class 18 contains 29782 members 
Mstep: Class 19 contains 11654 members 
Mstep: Class 20 contains 24147 members 
Mstep: Class 21 contains 260925 members 
Mstep: Class 22 contains 2113 members 
Mstep: Class 23 contains 61878 members 
Mstep: Class 24 contains 14215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158436896.000000 Penalty: 83939.164062
Iteration 65Q: 25 clusters Score -1.584369e+08 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66486 members 
Mstep: Class 2 contains 11615 members 
Mstep: Class 3 contains 126685 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 43800 members 
Mstep: Class 6 contains 163889 members 
Mstep: Class 7 contains 67824 members 
Mstep: Class 8 contains 17096 members 
Mstep: Class 9 contains 12472 members 
Mstep: Class 10 contains 36718 members 
Mstep: Class 11 contains 937 members 
Mstep: Class 12 contains 190279 members 
Mstep: Class 13 contains 131068 members 
Mstep: Class 14 contains 23739 members 
Mstep: Class 15 contains 11180 members 
Mstep: Class 16 contains 9294 members 
Mstep: Class 17 contains 13791 members 
Mstep: Class 18 contains 29925 members 
Mstep: Class 19 contains 11627 members 
Mstep: Class 20 contains 24479 members 
Mstep: Class 21 contains 260939 members 
Mstep: Class 22 contains 2113 members 
Mstep: Class 23 contains 61832 members 
Mstep: Class 24 contains 14359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158437536.000000 Penalty: 83939.164062
Iteration 66Q: 25 clusters Score -1.584375e+08 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66446 members 
Mstep: Class 2 contains 11627 members 
Mstep: Class 3 contains 126535 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 43836 members 
Mstep: Class 6 contains 163813 members 
Mstep: Class 7 contains 67783 members 
Mstep: Class 8 contains 17062 members 
Mstep: Class 9 contains 12593 members 
Mstep: Class 10 contains 36728 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 190231 members 
Mstep: Class 13 contains 131019 members 
Mstep: Class 14 contains 23713 members 
Mstep: Class 15 contains 11160 members 
Mstep: Class 16 contains 9293 members 
Mstep: Class 17 contains 13641 members 
Mstep: Class 18 contains 30035 members 
Mstep: Class 19 contains 11606 members 
Mstep: Class 20 contains 24734 members 
Mstep: Class 21 contains 260957 members 
Mstep: Class 22 contains 2113 members 
Mstep: Class 23 contains 61799 members 
Mstep: Class 24 contains 14484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158437728.000000 Penalty: 83939.164062
Iteration 67Q: 25 clusters Score -1.584377e+08 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66399 members 
Mstep: Class 2 contains 11645 members 
Mstep: Class 3 contains 126410 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 43913 members 
Mstep: Class 6 contains 163731 members 
Mstep: Class 7 contains 67751 members 
Mstep: Class 8 contains 17023 members 
Mstep: Class 9 contains 12702 members 
Mstep: Class 10 contains 36748 members 
Mstep: Class 11 contains 941 members 
Mstep: Class 12 contains 190212 members 
Mstep: Class 13 contains 130979 members 
Mstep: Class 14 contains 23674 members 
Mstep: Class 15 contains 11125 members 
Mstep: Class 16 contains 9281 members 
Mstep: Class 17 contains 13511 members 
Mstep: Class 18 contains 30122 members 
Mstep: Class 19 contains 11573 members 
Mstep: Class 20 contains 24958 members 
Mstep: Class 21 contains 260971 members 
Mstep: Class 22 contains 2113 members 
Mstep: Class 23 contains 61788 members 
Mstep: Class 24 contains 14577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158438064.000000 Penalty: 83939.164062
Iteration 68Q: 25 clusters Score -1.584381e+08 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66359 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 126274 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 43954 members 
Mstep: Class 6 contains 163649 members 
Mstep: Class 7 contains 67723 members 
Mstep: Class 8 contains 17000 members 
Mstep: Class 9 contains 12801 members 
Mstep: Class 10 contains 36774 members 
Mstep: Class 11 contains 942 members 
Mstep: Class 12 contains 190218 members 
Mstep: Class 13 contains 130948 members 
Mstep: Class 14 contains 23658 members 
Mstep: Class 15 contains 11085 members 
Mstep: Class 16 contains 9284 members 
Mstep: Class 17 contains 13424 members 
Mstep: Class 18 contains 30205 members 
Mstep: Class 19 contains 11542 members 
Mstep: Class 20 contains 25109 members 
Mstep: Class 21 contains 260982 members 
Mstep: Class 22 contains 2113 members 
Mstep: Class 23 contains 61758 members 
Mstep: Class 24 contains 14679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158438256.000000 Penalty: 83939.164062
Iteration 69Q: 25 clusters Score -1.584383e+08 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66316 members 
Mstep: Class 2 contains 11681 members 
Mstep: Class 3 contains 126147 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 44032 members 
Mstep: Class 6 contains 163571 members 
Mstep: Class 7 contains 67672 members 
Mstep: Class 8 contains 16982 members 
Mstep: Class 9 contains 12900 members 
Mstep: Class 10 contains 36802 members 
Mstep: Class 11 contains 943 members 
Mstep: Class 12 contains 190213 members 
Mstep: Class 13 contains 130925 members 
Mstep: Class 14 contains 23643 members 
Mstep: Class 15 contains 11052 members 
Mstep: Class 16 contains 9290 members 
Mstep: Class 17 contains 13390 members 
Mstep: Class 18 contains 30283 members 
Mstep: Class 19 contains 11513 members 
Mstep: Class 20 contains 25232 members 
Mstep: Class 21 contains 260964 members 
Mstep: Class 22 contains 2113 members 
Mstep: Class 23 contains 61709 members 
Mstep: Class 24 contains 14774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158438384.000000 Penalty: 83939.164062
Iteration 70Q: 25 clusters Score -1.584384e+08 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66285 members 
Mstep: Class 2 contains 11694 members 
Mstep: Class 3 contains 125986 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 44164 members 
Mstep: Class 6 contains 163527 members 
Mstep: Class 7 contains 67634 members 
Mstep: Class 8 contains 16928 members 
Mstep: Class 9 contains 12978 members 
Mstep: Class 10 contains 36816 members 
Mstep: Class 11 contains 942 members 
Mstep: Class 12 contains 190206 members 
Mstep: Class 13 contains 130903 members 
Mstep: Class 14 contains 23614 members 
Mstep: Class 15 contains 11028 members 
Mstep: Class 16 contains 9296 members 
Mstep: Class 17 contains 13347 members 
Mstep: Class 18 contains 30347 members 
Mstep: Class 19 contains 11481 members 
Mstep: Class 20 contains 25359 members 
Mstep: Class 21 contains 260978 members 
Mstep: Class 22 contains 2113 members 
Mstep: Class 23 contains 61669 members 
Mstep: Class 24 contains 14852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158438272.000000 Penalty: 83939.164062
Iteration 71Q: 25 clusters Score -1.584383e+08 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66275 members 
Mstep: Class 2 contains 11700 members 
Mstep: Class 3 contains 125841 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 44269 members 
Mstep: Class 6 contains 163465 members 
Mstep: Class 7 contains 67605 members 
Mstep: Class 8 contains 16907 members 
Mstep: Class 9 contains 13048 members 
Mstep: Class 10 contains 36840 members 
Mstep: Class 11 contains 937 members 
Mstep: Class 12 contains 190224 members 
Mstep: Class 13 contains 130873 members 
Mstep: Class 14 contains 23592 members 
Mstep: Class 15 contains 10998 members 
Mstep: Class 16 contains 9295 members 
Mstep: Class 17 contains 13278 members 
Mstep: Class 18 contains 30387 members 
Mstep: Class 19 contains 11457 members 
Mstep: Class 20 contains 25481 members 
Mstep: Class 21 contains 260978 members 
Mstep: Class 22 contains 2113 members 
Mstep: Class 23 contains 61664 members 
Mstep: Class 24 contains 14920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158438640.000000 Penalty: 83939.164062
Iteration 72Q: 25 clusters Score -1.584386e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66259 members 
Mstep: Class 2 contains 11710 members 
Mstep: Class 3 contains 125690 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 44389 members 
Mstep: Class 6 contains 163407 members 
Mstep: Class 7 contains 67583 members 
Mstep: Class 8 contains 16863 members 
Mstep: Class 9 contains 13118 members 
Mstep: Class 10 contains 36854 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 190265 members 
Mstep: Class 13 contains 130836 members 
Mstep: Class 14 contains 23576 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 9294 members 
Mstep: Class 17 contains 13219 members 
Mstep: Class 18 contains 30431 members 
Mstep: Class 19 contains 11435 members 
Mstep: Class 20 contains 25593 members 
Mstep: Class 21 contains 260962 members 
Mstep: Class 22 contains 2113 members 
Mstep: Class 23 contains 61637 members 
Mstep: Class 24 contains 14986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158438352.000000 Penalty: 83939.164062
Iteration 73Q: 25 clusters Score -1.584384e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66253 members 
Mstep: Class 2 contains 11720 members 
Mstep: Class 3 contains 125533 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 44492 members 
Mstep: Class 6 contains 163332 members 
Mstep: Class 7 contains 67559 members 
Mstep: Class 8 contains 16825 members 
Mstep: Class 9 contains 13182 members 
Mstep: Class 10 contains 36869 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 190320 members 
Mstep: Class 13 contains 130811 members 
Mstep: Class 14 contains 23557 members 
Mstep: Class 15 contains 10978 members 
Mstep: Class 16 contains 9305 members 
Mstep: Class 17 contains 13172 members 
Mstep: Class 18 contains 30462 members 
Mstep: Class 19 contains 11411 members 
Mstep: Class 20 contains 25711 members 
Mstep: Class 21 contains 260959 members 
Mstep: Class 22 contains 2113 members 
Mstep: Class 23 contains 61613 members 
Mstep: Class 24 contains 15037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158438240.000000 Penalty: 83939.164062
Iteration 74Q: 25 clusters Score -1.584382e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66243 members 
Mstep: Class 2 contains 11728 members 
Mstep: Class 3 contains 125391 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 44605 members 
Mstep: Class 6 contains 163298 members 
Mstep: Class 7 contains 67527 members 
Mstep: Class 8 contains 16780 members 
Mstep: Class 9 contains 13225 members 
Mstep: Class 10 contains 36879 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 190393 members 
Mstep: Class 13 contains 130779 members 
Mstep: Class 14 contains 23551 members 
Mstep: Class 15 contains 10959 members 
Mstep: Class 16 contains 9317 members 
Mstep: Class 17 contains 13114 members 
Mstep: Class 18 contains 30502 members 
Mstep: Class 19 contains 11384 members 
Mstep: Class 20 contains 25825 members 
Mstep: Class 21 contains 260938 members 
Mstep: Class 22 contains 2114 members 
Mstep: Class 23 contains 61590 members 
Mstep: Class 24 contains 15072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158438304.000000 Penalty: 83939.164062
Iteration 75Q: 25 clusters Score -1.584383e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 125246 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 44735 members 
Mstep: Class 6 contains 163270 members 
Mstep: Class 7 contains 67509 members 
Mstep: Class 8 contains 16744 members 
Mstep: Class 9 contains 13269 members 
Mstep: Class 10 contains 36891 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 190456 members 
Mstep: Class 13 contains 130737 members 
Mstep: Class 14 contains 23543 members 
Mstep: Class 15 contains 10925 members 
Mstep: Class 16 contains 9326 members 
Mstep: Class 17 contains 13070 members 
Mstep: Class 18 contains 30542 members 
Mstep: Class 19 contains 11363 members 
Mstep: Class 20 contains 25926 members 
Mstep: Class 21 contains 260929 members 
Mstep: Class 22 contains 2114 members 
Mstep: Class 23 contains 61558 members 
Mstep: Class 24 contains 15100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158438384.000000 Penalty: 83939.164062
Iteration 76Q: 25 clusters Score -1.584384e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 11746 members 
Mstep: Class 3 contains 125150 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 44824 members 
Mstep: Class 6 contains 163254 members 
Mstep: Class 7 contains 67488 members 
Mstep: Class 8 contains 16708 members 
Mstep: Class 9 contains 13320 members 
Mstep: Class 10 contains 36918 members 
Mstep: Class 11 contains 936 members 
Mstep: Class 12 contains 190494 members 
Mstep: Class 13 contains 130700 members 
Mstep: Class 14 contains 23535 members 
Mstep: Class 15 contains 10896 members 
Mstep: Class 16 contains 9334 members 
Mstep: Class 17 contains 13027 members 
Mstep: Class 18 contains 30576 members 
Mstep: Class 19 contains 11351 members 
Mstep: Class 20 contains 26004 members 
Mstep: Class 21 contains 260928 members 
Mstep: Class 22 contains 2114 members 
Mstep: Class 23 contains 61515 members 
Mstep: Class 24 contains 15125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158437808.000000 Penalty: 83939.164062
Iteration 77Q: 25 clusters Score -1.584378e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66194 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 125039 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 44893 members 
Mstep: Class 6 contains 163247 members 
Mstep: Class 7 contains 67467 members 
Mstep: Class 8 contains 16684 members 
Mstep: Class 9 contains 13365 members 
Mstep: Class 10 contains 36945 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 190533 members 
Mstep: Class 13 contains 130672 members 
Mstep: Class 14 contains 23534 members 
Mstep: Class 15 contains 10866 members 
Mstep: Class 16 contains 9336 members 
Mstep: Class 17 contains 12985 members 
Mstep: Class 18 contains 30586 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 26082 members 
Mstep: Class 21 contains 260929 members 
Mstep: Class 22 contains 2114 members 
Mstep: Class 23 contains 61472 members 
Mstep: Class 24 contains 15159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158437824.000000 Penalty: 83939.164062
Iteration 78Q: 25 clusters Score -1.584378e+08 nChanged 1059
Entering ConstructFrom: 
Score: -158437824.000000 Penalty: 83939.164062
Entering ConstructFrom: 
Trying to split cluster 1 (66195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66195 members 
Entering Unmasked Estep 
Score: -8099045.000000 Penalty: 2752.889160
	Iteration 0F: 2 clusters Score -8099045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -8054879.500000 Penalty: 5505.778320
	Iteration 0F: 3 clusters Score -8054880 nChanged 30741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -8073047.000000 Penalty: 5505.778320
	Iteration 1F: 3 clusters Score -8073047 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -8074591.500000 Penalty: 5505.778320
	Iteration 2F: 3 clusters Score -8074592 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -8076389.500000 Penalty: 5505.778320
	Iteration 3F: 3 clusters Score -8076390 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -8078789.000000 Penalty: 5505.778320
	Iteration 4F: 3 clusters Score -8078789 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -8081498.500000 Penalty: 5505.778320
	Iteration 5F: 3 clusters Score -8081498 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 47775 members 
Entering Unmasked Estep 
Score: -8084572.000000 Penalty: 5505.778320
	Iteration 6F: 3 clusters Score -8084572 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -8087304.000000 Penalty: 5505.778320
	Iteration 7F: 3 clusters Score -8087304 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 54784 members 
Entering Unmasked Estep 
Score: -8089925.000000 Penalty: 5505.778320
	Iteration 8F: 3 clusters Score -8089925 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
Score: -8092056.000000 Penalty: 5505.778320
	Iteration 9Q: 3 clusters Score -8092056 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 60066 members 
Entering Unmasked Estep 
Score: -8093614.500000 Penalty: 5505.778320
	Iteration 10Q: 3 clusters Score -8093614 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 61776 members 
Entering Unmasked Estep 
Score: -8094729.500000 Penalty: 5505.778320
	Iteration 11Q: 3 clusters Score -8094730 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -8095480.500000 Penalty: 5505.778320
	Iteration 12Q: 3 clusters Score -8095480 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 63757 members 
Entering Unmasked Estep 
Score: -8095974.500000 Penalty: 5505.778320
	Iteration 13Q: 3 clusters Score -8095974 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 64279 members 
Entering Unmasked Estep 
Score: -8096302.000000 Penalty: 5505.778320
	Iteration 14Q: 3 clusters Score -8096302 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 64610 members 
Entering Unmasked Estep 
Score: -8096495.000000 Penalty: 5505.778320
	Iteration 15Q: 3 clusters Score -8096495 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -8096575.000000 Penalty: 5505.778320
	Iteration 16Q: 3 clusters Score -8096575 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -8096671.500000 Penalty: 5505.778320
	Iteration 17Q: 3 clusters Score -8096672 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 65034 members 
Entering Unmasked Estep 
Score: -8096713.000000 Penalty: 5505.778320
	Iteration 18Q: 3 clusters Score -8096713 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 65101 members 
Entering Unmasked Estep 
Score: -8096757.500000 Penalty: 5505.778320
	Iteration 19Q: 3 clusters Score -8096758 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -8096795.000000 Penalty: 5505.778320
	Iteration 20F: 3 clusters Score -8096795 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 65182 members 
Entering Unmasked Estep 
Score: -8096825.000000 Penalty: 5505.778320
	Iteration 21Q: 3 clusters Score -8096825 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -8096829.000000 Penalty: 5505.778320
	Iteration 22Q: 3 clusters Score -8096829 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 65238 members 
Entering Unmasked Estep 
Score: -8096831.000000 Penalty: 5505.778320
	Iteration 23Q: 3 clusters Score -8096831 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 65260 members 
Entering Unmasked Estep 
Score: -8096848.000000 Penalty: 5505.778320
	Iteration 24Q: 3 clusters Score -8096848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 65275 members 
Entering Unmasked Estep 
Score: -8096849.500000 Penalty: 5505.778320
	Iteration 25Q: 3 clusters Score -8096850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 65287 members 
Entering Unmasked Estep 
Score: -8096872.000000 Penalty: 5505.778320
	Iteration 26Q: 3 clusters Score -8096872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 65299 members 
Entering Unmasked Estep 
Score: -8096877.500000 Penalty: 5505.778320
	Iteration 27Q: 3 clusters Score -8096878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 65311 members 
Entering Unmasked Estep 
Score: -8096901.000000 Penalty: 5505.778320
	Iteration 28Q: 3 clusters Score -8096901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 65331 members 
Entering Unmasked Estep 
Score: -8096903.000000 Penalty: 5505.778320
	Iteration 29Q: 3 clusters Score -8096903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 65341 members 
Entering Unmasked Estep 
Score: -8096909.000000 Penalty: 5505.778320
	Iteration 30Q: 3 clusters Score -8096909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 65348 members 
Entering Unmasked Estep 
Score: -8096902.500000 Penalty: 5505.778320
	Iteration 31Q: 3 clusters Score -8096902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 65351 members 
Entering Unmasked Estep 
Score: -8096910.000000 Penalty: 5505.778320
	Iteration 32Q: 3 clusters Score -8096910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 65355 members 
Entering Unmasked Estep 
Score: -8096909.500000 Penalty: 5505.778320
	Iteration 33Q: 3 clusters Score -8096910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 65357 members 
Entering Unmasked Estep 
Score: -8096917.500000 Penalty: 5505.778320
	Iteration 34Q: 3 clusters Score -8096918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 65357 members 
Entering Unmasked Estep 
Score: -8096917.500000 Penalty: 5505.778320
	Iteration 35F: 3 clusters Score -8096918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Entering Unmasked Estep 
Score: -1458696.000000 Penalty: 2324.749268
	Iteration 0F: 2 clusters Score -1458696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1449903.625000 Penalty: 4649.498535
	Iteration 0F: 3 clusters Score -1449904 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1452645.250000 Penalty: 4649.498535
	Iteration 1F: 3 clusters Score -1452645 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1452965.875000 Penalty: 4649.498535
	Iteration 2F: 3 clusters Score -1452966 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1453199.375000 Penalty: 4649.498535
	Iteration 3Q: 3 clusters Score -1453199 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1453418.375000 Penalty: 4649.498535
	Iteration 4Q: 3 clusters Score -1453418 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1453601.125000 Penalty: 4649.498535
	Iteration 5Q: 3 clusters Score -1453601 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1453768.875000 Penalty: 4649.498535
	Iteration 6Q: 3 clusters Score -1453769 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1453919.750000 Penalty: 4649.498535
	Iteration 7Q: 3 clusters Score -1453920 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1454070.875000 Penalty: 4649.498535
	Iteration 8Q: 3 clusters Score -1454071 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1454234.125000 Penalty: 4649.498535
	Iteration 9Q: 3 clusters Score -1454234 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1454406.125000 Penalty: 4649.498535
	Iteration 10Q: 3 clusters Score -1454406 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1454591.750000 Penalty: 4649.498535
	Iteration 11Q: 3 clusters Score -1454592 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1454766.250000 Penalty: 4649.498535
	Iteration 12Q: 3 clusters Score -1454766 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1454929.625000 Penalty: 4649.498535
	Iteration 13Q: 3 clusters Score -1454930 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1455079.875000 Penalty: 4649.498535
	Iteration 14Q: 3 clusters Score -1455080 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1455212.125000 Penalty: 4649.498535
	Iteration 15Q: 3 clusters Score -1455212 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1455334.125000 Penalty: 4649.498535
	Iteration 16Q: 3 clusters Score -1455334 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1455446.500000 Penalty: 4649.498535
	Iteration 17Q: 3 clusters Score -1455446 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1455554.375000 Penalty: 4649.498535
	Iteration 18Q: 3 clusters Score -1455554 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1455655.875000 Penalty: 4649.498535
	Iteration 19Q: 3 clusters Score -1455656 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1455735.750000 Penalty: 4649.498535
	Iteration 20F: 3 clusters Score -1455736 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1455832.000000 Penalty: 4649.498535
	Iteration 21Q: 3 clusters Score -1455832 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1455922.250000 Penalty: 4649.498535
	Iteration 22Q: 3 clusters Score -1455922 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1456002.625000 Penalty: 4649.498535
	Iteration 23Q: 3 clusters Score -1456003 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1456072.500000 Penalty: 4649.498535
	Iteration 24Q: 3 clusters Score -1456072 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1456136.375000 Penalty: 4649.498535
	Iteration 25Q: 3 clusters Score -1456136 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1456209.250000 Penalty: 4649.498535
	Iteration 26Q: 3 clusters Score -1456209 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1456278.625000 Penalty: 4649.498535
	Iteration 27Q: 3 clusters Score -1456279 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1456336.375000 Penalty: 4649.498535
	Iteration 28Q: 3 clusters Score -1456336 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1456390.250000 Penalty: 4649.498535
	Iteration 29Q: 3 clusters Score -1456390 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1456436.000000 Penalty: 4649.498535
	Iteration 30Q: 3 clusters Score -1456436 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1456470.875000 Penalty: 4649.498535
	Iteration 31Q: 3 clusters Score -1456471 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1456504.875000 Penalty: 4649.498535
	Iteration 32Q: 3 clusters Score -1456505 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1456538.000000 Penalty: 4649.498535
	Iteration 33Q: 3 clusters Score -1456538 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1456564.750000 Penalty: 4649.498535
	Iteration 34Q: 3 clusters Score -1456565 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1456584.125000 Penalty: 4649.498535
	Iteration 35Q: 3 clusters Score -1456584 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1456608.125000 Penalty: 4649.498535
	Iteration 36Q: 3 clusters Score -1456608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1456635.000000 Penalty: 4649.498535
	Iteration 37Q: 3 clusters Score -1456635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1456654.125000 Penalty: 4649.498535
	Iteration 38Q: 3 clusters Score -1456654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1456671.750000 Penalty: 4649.498535
	Iteration 39Q: 3 clusters Score -1456672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1456686.625000 Penalty: 4649.498535
	Iteration 40F: 3 clusters Score -1456687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1456699.375000 Penalty: 4649.498535
	Iteration 41Q: 3 clusters Score -1456699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1456713.875000 Penalty: 4649.498535
	Iteration 42Q: 3 clusters Score -1456714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1456725.375000 Penalty: 4649.498535
	Iteration 43Q: 3 clusters Score -1456725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1456731.750000 Penalty: 4649.498535
	Iteration 44Q: 3 clusters Score -1456732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1456740.000000 Penalty: 4649.498535
	Iteration 45Q: 3 clusters Score -1456740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1456761.125000 Penalty: 4649.498535
	Iteration 46Q: 3 clusters Score -1456761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1456767.875000 Penalty: 4649.498535
	Iteration 47Q: 3 clusters Score -1456768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1456772.000000 Penalty: 4649.498535
	Iteration 48Q: 3 clusters Score -1456772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1456778.750000 Penalty: 4649.498535
	Iteration 49Q: 3 clusters Score -1456779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1456786.500000 Penalty: 4649.498535
	Iteration 50Q: 3 clusters Score -1456786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1456790.625000 Penalty: 4649.498535
	Iteration 51Q: 3 clusters Score -1456791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1456794.500000 Penalty: 4649.498535
	Iteration 52Q: 3 clusters Score -1456794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1456798.625000 Penalty: 4649.498535
	Iteration 53Q: 3 clusters Score -1456799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1456798.250000 Penalty: 4649.498535
	Iteration 54Q: 3 clusters Score -1456798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1456798.875000 Penalty: 4649.498535
	Iteration 55Q: 3 clusters Score -1456799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1456801.000000 Penalty: 4649.498535
	Iteration 56Q: 3 clusters Score -1456801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1456804.750000 Penalty: 4649.498535
	Iteration 57Q: 3 clusters Score -1456805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1456808.000000 Penalty: 4649.498535
	Iteration 58Q: 3 clusters Score -1456808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1456808.500000 Penalty: 4649.498535
	Iteration 59Q: 3 clusters Score -1456808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1456812.250000 Penalty: 4649.498535
	Iteration 60F: 3 clusters Score -1456812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1456811.000000 Penalty: 4649.498535
	Iteration 61Q: 3 clusters Score -1456811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1456812.875000 Penalty: 4649.498535
	Iteration 62Q: 3 clusters Score -1456813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1456813.875000 Penalty: 4649.498535
	Iteration 63Q: 3 clusters Score -1456814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1456812.500000 Penalty: 4649.498535
	Iteration 64Q: 3 clusters Score -1456812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1456813.375000 Penalty: 4649.498535
	Iteration 65Q: 3 clusters Score -1456813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1456813.375000 Penalty: 4649.498535
	Iteration 66F: 3 clusters Score -1456813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (124936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124936 members 
Entering Unmasked Estep 
Score: -15232648.000000 Penalty: 2910.417969
	Iteration 0F: 2 clusters Score -1.523265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62184 members 
Mstep: Class 2 contains 62752 members 
Entering Unmasked Estep 
Score: -15149185.000000 Penalty: 5820.835938
	Iteration 0F: 3 clusters Score -1.514918e+07 nChanged 59440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 65676 members 
Entering Unmasked Estep 
Score: -15184943.000000 Penalty: 5820.835938
	Iteration 1F: 3 clusters Score -1.518494e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57792 members 
Mstep: Class 2 contains 67144 members 
Entering Unmasked Estep 
Score: -15187376.000000 Penalty: 5820.835938
	Iteration 2Q: 3 clusters Score -1.518738e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56232 members 
Mstep: Class 2 contains 68704 members 
Entering Unmasked Estep 
Score: -15190551.000000 Penalty: 5820.835938
	Iteration 3Q: 3 clusters Score -1.519055e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 70151 members 
Entering Unmasked Estep 
Score: -15194185.000000 Penalty: 5820.835938
	Iteration 4F: 3 clusters Score -1.519418e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 71338 members 
Entering Unmasked Estep 
Score: -15197605.000000 Penalty: 5820.835938
	Iteration 5F: 3 clusters Score -1.51976e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 72484 members 
Entering Unmasked Estep 
Score: -15201077.000000 Penalty: 5820.835938
	Iteration 6F: 3 clusters Score -1.520108e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 73854 members 
Entering Unmasked Estep 
Score: -15204090.000000 Penalty: 5820.835938
	Iteration 7F: 3 clusters Score -1.520409e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 75591 members 
Entering Unmasked Estep 
Score: -15206454.000000 Penalty: 5820.835938
	Iteration 8Q: 3 clusters Score -1.520645e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 77692 members 
Entering Unmasked Estep 
Score: -15208462.000000 Penalty: 5820.835938
	Iteration 9Q: 3 clusters Score -1.520846e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 80134 members 
Entering Unmasked Estep 
Score: -15210030.000000 Penalty: 5820.835938
	Iteration 10Q: 3 clusters Score -1.521003e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 82986 members 
Entering Unmasked Estep 
Score: -15211447.000000 Penalty: 5820.835938
	Iteration 11Q: 3 clusters Score -1.521145e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 86147 members 
Entering Unmasked Estep 
Score: -15212882.000000 Penalty: 5820.835938
	Iteration 12Q: 3 clusters Score -1.521288e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 89547 members 
Entering Unmasked Estep 
Score: -15214271.000000 Penalty: 5820.835938
	Iteration 13Q: 3 clusters Score -1.521427e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 93392 members 
Entering Unmasked Estep 
Score: -15215877.000000 Penalty: 5820.835938
	Iteration 14Q: 3 clusters Score -1.521588e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 97526 members 
Entering Unmasked Estep 
Score: -15217854.000000 Penalty: 5820.835938
	Iteration 15Q: 3 clusters Score -1.521785e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 101819 members 
Entering Unmasked Estep 
Score: -15220038.000000 Penalty: 5820.835938
	Iteration 16Q: 3 clusters Score -1.522004e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 106068 members 
Entering Unmasked Estep 
Score: -15222168.000000 Penalty: 5820.835938
	Iteration 17Q: 3 clusters Score -1.522217e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 109921 members 
Entering Unmasked Estep 
Score: -15224138.000000 Penalty: 5820.835938
	Iteration 18Q: 3 clusters Score -1.522414e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 113232 members 
Entering Unmasked Estep 
Score: -15225849.000000 Penalty: 5820.835938
	Iteration 19Q: 3 clusters Score -1.522585e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 115809 members 
Entering Unmasked Estep 
Score: -15227096.000000 Penalty: 5820.835938
	Iteration 20F: 3 clusters Score -1.52271e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 117797 members 
Entering Unmasked Estep 
Score: -15228058.000000 Penalty: 5820.835938
	Iteration 21Q: 3 clusters Score -1.522806e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 119309 members 
Entering Unmasked Estep 
Score: -15228829.000000 Penalty: 5820.835938
	Iteration 22Q: 3 clusters Score -1.522883e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 120363 members 
Entering Unmasked Estep 
Score: -15229377.000000 Penalty: 5820.835938
	Iteration 23Q: 3 clusters Score -1.522938e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 121118 members 
Entering Unmasked Estep 
Score: -15229675.000000 Penalty: 5820.835938
	Iteration 24Q: 3 clusters Score -1.522968e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 121599 members 
Entering Unmasked Estep 
Score: -15229883.000000 Penalty: 5820.835938
	Iteration 25Q: 3 clusters Score -1.522988e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 121947 members 
Entering Unmasked Estep 
Score: -15230009.000000 Penalty: 5820.835938
	Iteration 26Q: 3 clusters Score -1.523001e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 122187 members 
Entering Unmasked Estep 
Score: -15230188.000000 Penalty: 5820.835938
	Iteration 27Q: 3 clusters Score -1.523019e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 122379 members 
Entering Unmasked Estep 
Score: -15230255.000000 Penalty: 5820.835938
	Iteration 28Q: 3 clusters Score -1.523026e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 122531 members 
Entering Unmasked Estep 
Score: -15230309.000000 Penalty: 5820.835938
	Iteration 29Q: 3 clusters Score -1.523031e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 122649 members 
Entering Unmasked Estep 
Score: -15230368.000000 Penalty: 5820.835938
	Iteration 30Q: 3 clusters Score -1.523037e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 122741 members 
Entering Unmasked Estep 
Score: -15230411.000000 Penalty: 5820.835938
	Iteration 31Q: 3 clusters Score -1.523041e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 122816 members 
Entering Unmasked Estep 
Score: -15230453.000000 Penalty: 5820.835938
	Iteration 32Q: 3 clusters Score -1.523045e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 122871 members 
Entering Unmasked Estep 
Score: -15230497.000000 Penalty: 5820.835938
	Iteration 33Q: 3 clusters Score -1.52305e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 122932 members 
Entering Unmasked Estep 
Score: -15230519.000000 Penalty: 5820.835938
	Iteration 34Q: 3 clusters Score -1.523052e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 122984 members 
Entering Unmasked Estep 
Score: -15230536.000000 Penalty: 5820.835938
	Iteration 35Q: 3 clusters Score -1.523054e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 123034 members 
Entering Unmasked Estep 
Score: -15230543.000000 Penalty: 5820.835938
	Iteration 36Q: 3 clusters Score -1.523054e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 123083 members 
Entering Unmasked Estep 
Score: -15230558.000000 Penalty: 5820.835938
	Iteration 37Q: 3 clusters Score -1.523056e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 123121 members 
Entering Unmasked Estep 
Score: -15230561.000000 Penalty: 5820.835938
	Iteration 38Q: 3 clusters Score -1.523056e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 123153 members 
Entering Unmasked Estep 
Score: -15230561.000000 Penalty: 5820.835938
	Iteration 39Q: 3 clusters Score -1.523056e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 123172 members 
Entering Unmasked Estep 
Score: -15230583.000000 Penalty: 5820.835938
	Iteration 40F: 3 clusters Score -1.523058e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 123188 members 
Entering Unmasked Estep 
Score: -15230587.000000 Penalty: 5820.835938
	Iteration 41Q: 3 clusters Score -1.523059e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 123202 members 
Entering Unmasked Estep 
Score: -15230597.000000 Penalty: 5820.835938
	Iteration 42Q: 3 clusters Score -1.52306e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 123212 members 
Entering Unmasked Estep 
Score: -15230605.000000 Penalty: 5820.835938
	Iteration 43Q: 3 clusters Score -1.52306e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 123223 members 
Entering Unmasked Estep 
Score: -15230613.000000 Penalty: 5820.835938
	Iteration 44Q: 3 clusters Score -1.523061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 123235 members 
Entering Unmasked Estep 
Score: -15230611.000000 Penalty: 5820.835938
	Iteration 45Q: 3 clusters Score -1.523061e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 123246 members 
Entering Unmasked Estep 
Score: -15230621.000000 Penalty: 5820.835938
	Iteration 46Q: 3 clusters Score -1.523062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 123255 members 
Entering Unmasked Estep 
Score: -15230626.000000 Penalty: 5820.835938
	Iteration 47Q: 3 clusters Score -1.523063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 123255 members 
Entering Unmasked Estep 
Score: -15230624.000000 Penalty: 5820.835938
	Iteration 48Q: 3 clusters Score -1.523062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 123258 members 
Entering Unmasked Estep 
Score: -15230620.000000 Penalty: 5820.835938
	Iteration 49Q: 3 clusters Score -1.523062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 123264 members 
Entering Unmasked Estep 
Score: -15230631.000000 Penalty: 5820.835938
	Iteration 50Q: 3 clusters Score -1.523063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 123265 members 
Entering Unmasked Estep 
Score: -15230628.000000 Penalty: 5820.835938
	Iteration 51Q: 3 clusters Score -1.523063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 123264 members 
Entering Unmasked Estep 
Score: -15230630.000000 Penalty: 5820.835938
	Iteration 52Q: 3 clusters Score -1.523063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 123264 members 
Entering Unmasked Estep 
Score: -15230630.000000 Penalty: 5820.835938
	Iteration 53F: 3 clusters Score -1.523063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -51304.679688 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -51304.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49814.000000 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -49814 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -49992.375000 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -49992.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50056.855469 Penalty: 3082.445557
	Iteration 2Q: 3 clusters Score -50056.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50084.433594 Penalty: 3082.445557
	Iteration 3Q: 3 clusters Score -50084.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50096.046875 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -50096.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50097.003906 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -50097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50097.003906 Penalty: 3082.445557
	Iteration 6F: 3 clusters Score -50097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Entering Unmasked Estep 
Score: -5097534.000000 Penalty: 2656.861328
	Iteration 0F: 2 clusters Score -5097534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -5067132.500000 Penalty: 5313.722656
	Iteration 0F: 3 clusters Score -5067132 nChanged 20711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -5078988.000000 Penalty: 5313.722656
	Iteration 1F: 3 clusters Score -5078988 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -5080046.500000 Penalty: 5313.722656
	Iteration 2F: 3 clusters Score -5080046 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -5081358.000000 Penalty: 5313.722656
	Iteration 3F: 3 clusters Score -5081358 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -5082796.500000 Penalty: 5313.722656
	Iteration 4F: 3 clusters Score -5082796 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -5084439.500000 Penalty: 5313.722656
	Iteration 5F: 3 clusters Score -5084440 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -5086187.000000 Penalty: 5313.722656
	Iteration 6F: 3 clusters Score -5086187 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -5087994.500000 Penalty: 5313.722656
	Iteration 7F: 3 clusters Score -5087994 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -5089704.500000 Penalty: 5313.722656
	Iteration 8F: 3 clusters Score -5089704 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -5090971.500000 Penalty: 5313.722656
	Iteration 9Q: 3 clusters Score -5090972 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -5091816.000000 Penalty: 5313.722656
	Iteration 10Q: 3 clusters Score -5091816 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -5092272.500000 Penalty: 5313.722656
	Iteration 11Q: 3 clusters Score -5092272 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -5092521.000000 Penalty: 5313.722656
	Iteration 12Q: 3 clusters Score -5092521 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -5092722.000000 Penalty: 5313.722656
	Iteration 13Q: 3 clusters Score -5092722 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -5092911.500000 Penalty: 5313.722656
	Iteration 14Q: 3 clusters Score -5092912 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -5093085.500000 Penalty: 5313.722656
	Iteration 15Q: 3 clusters Score -5093086 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -5093239.500000 Penalty: 5313.722656
	Iteration 16Q: 3 clusters Score -5093240 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -5093430.000000 Penalty: 5313.722656
	Iteration 17Q: 3 clusters Score -5093430 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -5093578.000000 Penalty: 5313.722656
	Iteration 18Q: 3 clusters Score -5093578 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -5093745.000000 Penalty: 5313.722656
	Iteration 19Q: 3 clusters Score -5093745 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -5093911.500000 Penalty: 5313.722656
	Iteration 20F: 3 clusters Score -5093912 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -5094075.000000 Penalty: 5313.722656
	Iteration 21Q: 3 clusters Score -5094075 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -5094180.500000 Penalty: 5313.722656
	Iteration 22Q: 3 clusters Score -5094180 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -5094296.000000 Penalty: 5313.722656
	Iteration 23Q: 3 clusters Score -5094296 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -5094377.500000 Penalty: 5313.722656
	Iteration 24Q: 3 clusters Score -5094378 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -5094479.500000 Penalty: 5313.722656
	Iteration 25Q: 3 clusters Score -5094480 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -5094579.000000 Penalty: 5313.722656
	Iteration 26Q: 3 clusters Score -5094579 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -5094641.000000 Penalty: 5313.722656
	Iteration 27Q: 3 clusters Score -5094641 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -5094733.500000 Penalty: 5313.722656
	Iteration 28Q: 3 clusters Score -5094734 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -5094846.500000 Penalty: 5313.722656
	Iteration 29Q: 3 clusters Score -5094846 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -5094891.000000 Penalty: 5313.722656
	Iteration 30Q: 3 clusters Score -5094891 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -5094958.500000 Penalty: 5313.722656
	Iteration 31Q: 3 clusters Score -5094958 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -5095013.000000 Penalty: 5313.722656
	Iteration 32Q: 3 clusters Score -5095013 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -5095078.500000 Penalty: 5313.722656
	Iteration 33Q: 3 clusters Score -5095078 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -5095157.000000 Penalty: 5313.722656
	Iteration 34Q: 3 clusters Score -5095157 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -5095221.500000 Penalty: 5313.722656
	Iteration 35Q: 3 clusters Score -5095222 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -5095274.000000 Penalty: 5313.722656
	Iteration 36Q: 3 clusters Score -5095274 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -5095338.000000 Penalty: 5313.722656
	Iteration 37Q: 3 clusters Score -5095338 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -5095377.500000 Penalty: 5313.722656
	Iteration 38Q: 3 clusters Score -5095378 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -5095422.000000 Penalty: 5313.722656
	Iteration 39Q: 3 clusters Score -5095422 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -5095485.000000 Penalty: 5313.722656
	Iteration 40F: 3 clusters Score -5095485 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -5095546.000000 Penalty: 5313.722656
	Iteration 41Q: 3 clusters Score -5095546 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -5095586.000000 Penalty: 5313.722656
	Iteration 42Q: 3 clusters Score -5095586 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -5095633.500000 Penalty: 5313.722656
	Iteration 43Q: 3 clusters Score -5095634 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -5095664.000000 Penalty: 5313.722656
	Iteration 44Q: 3 clusters Score -5095664 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -5095729.000000 Penalty: 5313.722656
	Iteration 45Q: 3 clusters Score -5095729 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -5095764.000000 Penalty: 5313.722656
	Iteration 46Q: 3 clusters Score -5095764 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -5095781.000000 Penalty: 5313.722656
	Iteration 47Q: 3 clusters Score -5095781 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -5095817.500000 Penalty: 5313.722656
	Iteration 48Q: 3 clusters Score -5095818 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -5095837.500000 Penalty: 5313.722656
	Iteration 49Q: 3 clusters Score -5095838 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -5095867.000000 Penalty: 5313.722656
	Iteration 50Q: 3 clusters Score -5095867 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -5095893.500000 Penalty: 5313.722656
	Iteration 51Q: 3 clusters Score -5095894 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -5095936.000000 Penalty: 5313.722656
	Iteration 52Q: 3 clusters Score -5095936 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -5095977.000000 Penalty: 5313.722656
	Iteration 53Q: 3 clusters Score -5095977 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -5095998.500000 Penalty: 5313.722656
	Iteration 54Q: 3 clusters Score -5095998 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -5096040.500000 Penalty: 5313.722656
	Iteration 55Q: 3 clusters Score -5096040 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -5096055.000000 Penalty: 5313.722656
	Iteration 56Q: 3 clusters Score -5096055 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -5096087.500000 Penalty: 5313.722656
	Iteration 57Q: 3 clusters Score -5096088 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -5096127.500000 Penalty: 5313.722656
	Iteration 58Q: 3 clusters Score -5096128 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -5096141.500000 Penalty: 5313.722656
	Iteration 59Q: 3 clusters Score -5096142 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -5096147.000000 Penalty: 5313.722656
	Iteration 60F: 3 clusters Score -5096147 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -5096162.500000 Penalty: 5313.722656
	Iteration 61Q: 3 clusters Score -5096162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -5096172.000000 Penalty: 5313.722656
	Iteration 62Q: 3 clusters Score -5096172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -5096180.000000 Penalty: 5313.722656
	Iteration 63Q: 3 clusters Score -5096180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -5096174.500000 Penalty: 5313.722656
	Iteration 64Q: 3 clusters Score -5096174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -5096182.000000 Penalty: 5313.722656
	Iteration 65Q: 3 clusters Score -5096182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -5096185.500000 Penalty: 5313.722656
	Iteration 66Q: 3 clusters Score -5096186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -5096190.000000 Penalty: 5313.722656
	Iteration 67Q: 3 clusters Score -5096190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -5096191.000000 Penalty: 5313.722656
	Iteration 68Q: 3 clusters Score -5096191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -5096190.000000 Penalty: 5313.722656
	Iteration 69Q: 3 clusters Score -5096190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -5096197.500000 Penalty: 5313.722656
	Iteration 70Q: 3 clusters Score -5096198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -5096194.000000 Penalty: 5313.722656
	Iteration 71Q: 3 clusters Score -5096194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -5096181.000000 Penalty: 5313.722656
	Iteration 72Q: 3 clusters Score -5096181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -5096185.500000 Penalty: 5313.722656
	Iteration 73Q: 3 clusters Score -5096186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -5096193.500000 Penalty: 5313.722656
	Iteration 74Q: 3 clusters Score -5096194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -5096192.000000 Penalty: 5313.722656
	Iteration 75Q: 3 clusters Score -5096192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -5096199.500000 Penalty: 5313.722656
	Iteration 76Q: 3 clusters Score -5096200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -5096206.500000 Penalty: 5313.722656
	Iteration 77Q: 3 clusters Score -5096206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -5096205.500000 Penalty: 5313.722656
	Iteration 78Q: 3 clusters Score -5096206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5096207.000000 Penalty: 5313.722656
	Iteration 79Q: 3 clusters Score -5096207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5096206.500000 Penalty: 5313.722656
	Iteration 80F: 3 clusters Score -5096206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -5096209.000000 Penalty: 5313.722656
	Iteration 81Q: 3 clusters Score -5096209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -5096207.000000 Penalty: 5313.722656
	Iteration 82Q: 3 clusters Score -5096207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -5096208.000000 Penalty: 5313.722656
	Iteration 83Q: 3 clusters Score -5096208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -5096210.000000 Penalty: 5313.722656
	Iteration 84Q: 3 clusters Score -5096210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -5096211.000000 Penalty: 5313.722656
	Iteration 85Q: 3 clusters Score -5096211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -5096211.000000 Penalty: 5313.722656
	Iteration 86F: 3 clusters Score -5096211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (163232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163232 members 
Entering Unmasked Estep 
Score: -19776346.000000 Penalty: 2976.726074
	Iteration 0F: 2 clusters Score -1.977635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81606 members 
Mstep: Class 2 contains 81626 members 
Entering Unmasked Estep 
Score: -19666536.000000 Penalty: 5953.452148
	Iteration 0F: 3 clusters Score -1.966654e+07 nChanged 78535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81767 members 
Mstep: Class 2 contains 81465 members 
Entering Unmasked Estep 
Score: -19712422.000000 Penalty: 5953.452148
	Iteration 1F: 3 clusters Score -1.971242e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81693 members 
Mstep: Class 2 contains 81539 members 
Entering Unmasked Estep 
Score: -19713166.000000 Penalty: 5953.452148
	Iteration 2Q: 3 clusters Score -1.971317e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81646 members 
Mstep: Class 2 contains 81586 members 
Entering Unmasked Estep 
Score: -19714356.000000 Penalty: 5953.452148
	Iteration 3Q: 3 clusters Score -1.971436e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81558 members 
Mstep: Class 2 contains 81674 members 
Entering Unmasked Estep 
Score: -19715862.000000 Penalty: 5953.452148
	Iteration 4Q: 3 clusters Score -1.971586e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81311 members 
Mstep: Class 2 contains 81921 members 
Entering Unmasked Estep 
Score: -19717716.000000 Penalty: 5953.452148
	Iteration 5Q: 3 clusters Score -1.971772e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80816 members 
Mstep: Class 2 contains 82416 members 
Entering Unmasked Estep 
Score: -19719956.000000 Penalty: 5953.452148
	Iteration 6Q: 3 clusters Score -1.971996e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79755 members 
Mstep: Class 2 contains 83477 members 
Entering Unmasked Estep 
Score: -19722860.000000 Penalty: 5953.452148
	Iteration 7Q: 3 clusters Score -1.972286e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77966 members 
Mstep: Class 2 contains 85266 members 
Entering Unmasked Estep 
Score: -19726142.000000 Penalty: 5953.452148
	Iteration 8Q: 3 clusters Score -1.972614e+07 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75432 members 
Mstep: Class 2 contains 87800 members 
Entering Unmasked Estep 
Score: -19730002.000000 Penalty: 5953.452148
	Iteration 9F: 3 clusters Score -1.973e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72196 members 
Mstep: Class 2 contains 91036 members 
Entering Unmasked Estep 
Score: -19733796.000000 Penalty: 5953.452148
	Iteration 10F: 3 clusters Score -1.97338e+07 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68541 members 
Mstep: Class 2 contains 94691 members 
Entering Unmasked Estep 
Score: -19737796.000000 Penalty: 5953.452148
	Iteration 11F: 3 clusters Score -1.97378e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65010 members 
Mstep: Class 2 contains 98222 members 
Entering Unmasked Estep 
Score: -19741654.000000 Penalty: 5953.452148
	Iteration 12Q: 3 clusters Score -1.974165e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61742 members 
Mstep: Class 2 contains 101490 members 
Entering Unmasked Estep 
Score: -19744876.000000 Penalty: 5953.452148
	Iteration 13Q: 3 clusters Score -1.974488e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58641 members 
Mstep: Class 2 contains 104591 members 
Entering Unmasked Estep 
Score: -19747666.000000 Penalty: 5953.452148
	Iteration 14Q: 3 clusters Score -1.974767e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 107700 members 
Entering Unmasked Estep 
Score: -19749828.000000 Penalty: 5953.452148
	Iteration 15Q: 3 clusters Score -1.974983e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52492 members 
Mstep: Class 2 contains 110740 members 
Entering Unmasked Estep 
Score: -19751322.000000 Penalty: 5953.452148
	Iteration 16Q: 3 clusters Score -1.975132e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 113954 members 
Entering Unmasked Estep 
Score: -19752636.000000 Penalty: 5953.452148
	Iteration 17Q: 3 clusters Score -1.975264e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 117205 members 
Entering Unmasked Estep 
Score: -19753668.000000 Penalty: 5953.452148
	Iteration 18Q: 3 clusters Score -1.975367e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 120706 members 
Entering Unmasked Estep 
Score: -19754988.000000 Penalty: 5953.452148
	Iteration 19Q: 3 clusters Score -1.975499e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 124385 members 
Entering Unmasked Estep 
Score: -19756350.000000 Penalty: 5953.452148
	Iteration 20F: 3 clusters Score -1.975635e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 128075 members 
Entering Unmasked Estep 
Score: -19758130.000000 Penalty: 5953.452148
	Iteration 21Q: 3 clusters Score -1.975813e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 131796 members 
Entering Unmasked Estep 
Score: -19759988.000000 Penalty: 5953.452148
	Iteration 22Q: 3 clusters Score -1.975999e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 135476 members 
Entering Unmasked Estep 
Score: -19761860.000000 Penalty: 5953.452148
	Iteration 23Q: 3 clusters Score -1.976186e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 139028 members 
Entering Unmasked Estep 
Score: -19764026.000000 Penalty: 5953.452148
	Iteration 24Q: 3 clusters Score -1.976403e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 142315 members 
Entering Unmasked Estep 
Score: -19766038.000000 Penalty: 5953.452148
	Iteration 25Q: 3 clusters Score -1.976604e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 145218 members 
Entering Unmasked Estep 
Score: -19768254.000000 Penalty: 5953.452148
	Iteration 26Q: 3 clusters Score -1.976825e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 147655 members 
Entering Unmasked Estep 
Score: -19770094.000000 Penalty: 5953.452148
	Iteration 27Q: 3 clusters Score -1.977009e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 149530 members 
Entering Unmasked Estep 
Score: -19771354.000000 Penalty: 5953.452148
	Iteration 28Q: 3 clusters Score -1.977135e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 150963 members 
Entering Unmasked Estep 
Score: -19772398.000000 Penalty: 5953.452148
	Iteration 29Q: 3 clusters Score -1.97724e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 152050 members 
Entering Unmasked Estep 
Score: -19772888.000000 Penalty: 5953.452148
	Iteration 30Q: 3 clusters Score -1.977289e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 152966 members 
Entering Unmasked Estep 
Score: -19773294.000000 Penalty: 5953.452148
	Iteration 31Q: 3 clusters Score -1.977329e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 153687 members 
Entering Unmasked Estep 
Score: -19773658.000000 Penalty: 5953.452148
	Iteration 32Q: 3 clusters Score -1.977366e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 154321 members 
Entering Unmasked Estep 
Score: -19773872.000000 Penalty: 5953.452148
	Iteration 33Q: 3 clusters Score -1.977387e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 154879 members 
Entering Unmasked Estep 
Score: -19774034.000000 Penalty: 5953.452148
	Iteration 34Q: 3 clusters Score -1.977403e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 155330 members 
Entering Unmasked Estep 
Score: -19774108.000000 Penalty: 5953.452148
	Iteration 35Q: 3 clusters Score -1.977411e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 155719 members 
Entering Unmasked Estep 
Score: -19774206.000000 Penalty: 5953.452148
	Iteration 36Q: 3 clusters Score -1.977421e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 156042 members 
Entering Unmasked Estep 
Score: -19774264.000000 Penalty: 5953.452148
	Iteration 37Q: 3 clusters Score -1.977426e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 156337 members 
Entering Unmasked Estep 
Score: -19774306.000000 Penalty: 5953.452148
	Iteration 38Q: 3 clusters Score -1.977431e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 156594 members 
Entering Unmasked Estep 
Score: -19774368.000000 Penalty: 5953.452148
	Iteration 39Q: 3 clusters Score -1.977437e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 156823 members 
Entering Unmasked Estep 
Score: -19774380.000000 Penalty: 5953.452148
	Iteration 40F: 3 clusters Score -1.977438e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 157027 members 
Entering Unmasked Estep 
Score: -19774416.000000 Penalty: 5953.452148
	Iteration 41Q: 3 clusters Score -1.977442e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 157216 members 
Entering Unmasked Estep 
Score: -19774498.000000 Penalty: 5953.452148
	Iteration 42Q: 3 clusters Score -1.97745e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 157381 members 
Entering Unmasked Estep 
Score: -19774516.000000 Penalty: 5953.452148
	Iteration 43Q: 3 clusters Score -1.977452e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 157542 members 
Entering Unmasked Estep 
Score: -19774534.000000 Penalty: 5953.452148
	Iteration 44Q: 3 clusters Score -1.977453e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 157679 members 
Entering Unmasked Estep 
Score: -19774548.000000 Penalty: 5953.452148
	Iteration 45Q: 3 clusters Score -1.977455e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 157807 members 
Entering Unmasked Estep 
Score: -19774560.000000 Penalty: 5953.452148
	Iteration 46Q: 3 clusters Score -1.977456e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 157904 members 
Entering Unmasked Estep 
Score: -19774552.000000 Penalty: 5953.452148
	Iteration 47Q: 3 clusters Score -1.977455e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 158000 members 
Entering Unmasked Estep 
Score: -19774580.000000 Penalty: 5953.452148
	Iteration 48Q: 3 clusters Score -1.977458e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 158075 members 
Entering Unmasked Estep 
Score: -19774616.000000 Penalty: 5953.452148
	Iteration 49Q: 3 clusters Score -1.977462e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 158151 members 
Entering Unmasked Estep 
Score: -19774602.000000 Penalty: 5953.452148
	Iteration 50Q: 3 clusters Score -1.97746e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 158221 members 
Entering Unmasked Estep 
Score: -19774638.000000 Penalty: 5953.452148
	Iteration 51Q: 3 clusters Score -1.977464e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 158278 members 
Entering Unmasked Estep 
Score: -19774660.000000 Penalty: 5953.452148
	Iteration 52Q: 3 clusters Score -1.977466e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 158337 members 
Entering Unmasked Estep 
Score: -19774642.000000 Penalty: 5953.452148
	Iteration 53Q: 3 clusters Score -1.977464e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 158392 members 
Entering Unmasked Estep 
Score: -19774644.000000 Penalty: 5953.452148
	Iteration 54Q: 3 clusters Score -1.977464e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 158445 members 
Entering Unmasked Estep 
Score: -19774668.000000 Penalty: 5953.452148
	Iteration 55Q: 3 clusters Score -1.977467e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 158489 members 
Entering Unmasked Estep 
Score: -19774690.000000 Penalty: 5953.452148
	Iteration 56Q: 3 clusters Score -1.977469e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 158533 members 
Entering Unmasked Estep 
Score: -19774672.000000 Penalty: 5953.452148
	Iteration 57Q: 3 clusters Score -1.977467e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 158575 members 
Entering Unmasked Estep 
Score: -19774704.000000 Penalty: 5953.452148
	Iteration 58Q: 3 clusters Score -1.97747e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 158613 members 
Entering Unmasked Estep 
Score: -19774720.000000 Penalty: 5953.452148
	Iteration 59Q: 3 clusters Score -1.977472e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 158643 members 
Entering Unmasked Estep 
Score: -19774702.000000 Penalty: 5953.452148
	Iteration 60F: 3 clusters Score -1.97747e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 158666 members 
Entering Unmasked Estep 
Score: -19774700.000000 Penalty: 5953.452148
	Iteration 61Q: 3 clusters Score -1.97747e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 158697 members 
Entering Unmasked Estep 
Score: -19774690.000000 Penalty: 5953.452148
	Iteration 62Q: 3 clusters Score -1.977469e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 158726 members 
Entering Unmasked Estep 
Score: -19774710.000000 Penalty: 5953.452148
	Iteration 63Q: 3 clusters Score -1.977471e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 158755 members 
Entering Unmasked Estep 
Score: -19774708.000000 Penalty: 5953.452148
	Iteration 64Q: 3 clusters Score -1.977471e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 158776 members 
Entering Unmasked Estep 
Score: -19774712.000000 Penalty: 5953.452148
	Iteration 65Q: 3 clusters Score -1.977471e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 158807 members 
Entering Unmasked Estep 
Score: -19774706.000000 Penalty: 5953.452148
	Iteration 66Q: 3 clusters Score -1.977471e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 158839 members 
Entering Unmasked Estep 
Score: -19774712.000000 Penalty: 5953.452148
	Iteration 67Q: 3 clusters Score -1.977471e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 158870 members 
Entering Unmasked Estep 
Score: -19774726.000000 Penalty: 5953.452148
	Iteration 68Q: 3 clusters Score -1.977473e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 158900 members 
Entering Unmasked Estep 
Score: -19774738.000000 Penalty: 5953.452148
	Iteration 69Q: 3 clusters Score -1.977474e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 158925 members 
Entering Unmasked Estep 
Score: -19774712.000000 Penalty: 5953.452148
	Iteration 70Q: 3 clusters Score -1.977471e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 158951 members 
Entering Unmasked Estep 
Score: -19774734.000000 Penalty: 5953.452148
	Iteration 71Q: 3 clusters Score -1.977473e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 158977 members 
Entering Unmasked Estep 
Score: -19774764.000000 Penalty: 5953.452148
	Iteration 72Q: 3 clusters Score -1.977476e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 159000 members 
Entering Unmasked Estep 
Score: -19774770.000000 Penalty: 5953.452148
	Iteration 73Q: 3 clusters Score -1.977477e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 159026 members 
Entering Unmasked Estep 
Score: -19774740.000000 Penalty: 5953.452148
	Iteration 74Q: 3 clusters Score -1.977474e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 159050 members 
Entering Unmasked Estep 
Score: -19774730.000000 Penalty: 5953.452148
	Iteration 75Q: 3 clusters Score -1.977473e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 159066 members 
Entering Unmasked Estep 
Score: -19774728.000000 Penalty: 5953.452148
	Iteration 76Q: 3 clusters Score -1.977473e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 159081 members 
Entering Unmasked Estep 
Score: -19774728.000000 Penalty: 5953.452148
	Iteration 77Q: 3 clusters Score -1.977473e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 159096 members 
Entering Unmasked Estep 
Score: -19774746.000000 Penalty: 5953.452148
	Iteration 78Q: 3 clusters Score -1.977475e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 159114 members 
Entering Unmasked Estep 
Score: -19774762.000000 Penalty: 5953.452148
	Iteration 79Q: 3 clusters Score -1.977476e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 159129 members 
Entering Unmasked Estep 
Score: -19774762.000000 Penalty: 5953.452148
	Iteration 80F: 3 clusters Score -1.977476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 159138 members 
Entering Unmasked Estep 
Score: -19774760.000000 Penalty: 5953.452148
	Iteration 81Q: 3 clusters Score -1.977476e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 159149 members 
Entering Unmasked Estep 
Score: -19774782.000000 Penalty: 5953.452148
	Iteration 82Q: 3 clusters Score -1.977478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 159156 members 
Entering Unmasked Estep 
Score: -19774778.000000 Penalty: 5953.452148
	Iteration 83Q: 3 clusters Score -1.977478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 159158 members 
Entering Unmasked Estep 
Score: -19774784.000000 Penalty: 5953.452148
	Iteration 84Q: 3 clusters Score -1.977478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 159162 members 
Entering Unmasked Estep 
Score: -19774782.000000 Penalty: 5953.452148
	Iteration 85Q: 3 clusters Score -1.977478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 159164 members 
Entering Unmasked Estep 
Score: -19774786.000000 Penalty: 5953.452148
	Iteration 86Q: 3 clusters Score -1.977479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 159167 members 
Entering Unmasked Estep 
Score: -19774782.000000 Penalty: 5953.452148
	Iteration 87Q: 3 clusters Score -1.977478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 159170 members 
Entering Unmasked Estep 
Score: -19774768.000000 Penalty: 5953.452148
	Iteration 88Q: 3 clusters Score -1.977477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 159171 members 
Entering Unmasked Estep 
Score: -19774764.000000 Penalty: 5953.452148
	Iteration 89Q: 3 clusters Score -1.977476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 159172 members 
Entering Unmasked Estep 
Score: -19774770.000000 Penalty: 5953.452148
	Iteration 90Q: 3 clusters Score -1.977477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 159172 members 
Entering Unmasked Estep 
Score: -19774770.000000 Penalty: 5953.452148
	Iteration 91F: 3 clusters Score -1.977477e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (67440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67440 members 
Entering Unmasked Estep 
Score: -8270858.500000 Penalty: 2757.510498
	Iteration 0F: 2 clusters Score -8270858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -8225555.500000 Penalty: 5515.020996
	Iteration 0F: 3 clusters Score -8225556 nChanged 31600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -8243952.000000 Penalty: 5515.020996
	Iteration 1F: 3 clusters Score -8243952 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -8245145.000000 Penalty: 5515.020996
	Iteration 2Q: 3 clusters Score -8245145 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -8246299.500000 Penalty: 5515.020996
	Iteration 3Q: 3 clusters Score -8246300 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -8247566.500000 Penalty: 5515.020996
	Iteration 4Q: 3 clusters Score -8247566 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -8248995.500000 Penalty: 5515.020996
	Iteration 5Q: 3 clusters Score -8248996 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -8250825.000000 Penalty: 5515.020996
	Iteration 6F: 3 clusters Score -8250825 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -8253112.500000 Penalty: 5515.020996
	Iteration 7F: 3 clusters Score -8253112 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -8255643.000000 Penalty: 5515.020996
	Iteration 8F: 3 clusters Score -8255643 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -8258369.500000 Penalty: 5515.020996
	Iteration 9F: 3 clusters Score -8258370 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -8260740.500000 Penalty: 5515.020996
	Iteration 10F: 3 clusters Score -8260740 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -8262546.500000 Penalty: 5515.020996
	Iteration 11Q: 3 clusters Score -8262546 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58549 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -8263948.000000 Penalty: 5515.020996
	Iteration 12Q: 3 clusters Score -8263948 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60253 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -8264969.500000 Penalty: 5515.020996
	Iteration 13Q: 3 clusters Score -8264970 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -8265832.000000 Penalty: 5515.020996
	Iteration 14Q: 3 clusters Score -8265832 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62719 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -8266441.500000 Penalty: 5515.020996
	Iteration 15Q: 3 clusters Score -8266442 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -8266927.500000 Penalty: 5515.020996
	Iteration 16Q: 3 clusters Score -8266928 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64352 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -8267327.500000 Penalty: 5515.020996
	Iteration 17Q: 3 clusters Score -8267328 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64954 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -8267653.500000 Penalty: 5515.020996
	Iteration 18Q: 3 clusters Score -8267654 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65416 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -8267909.500000 Penalty: 5515.020996
	Iteration 19Q: 3 clusters Score -8267910 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65740 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -8268078.000000 Penalty: 5515.020996
	Iteration 20F: 3 clusters Score -8268078 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65969 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -8268209.500000 Penalty: 5515.020996
	Iteration 21Q: 3 clusters Score -8268210 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66135 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8268300.000000 Penalty: 5515.020996
	Iteration 22Q: 3 clusters Score -8268300 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66263 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8268372.500000 Penalty: 5515.020996
	Iteration 23Q: 3 clusters Score -8268372 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66357 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -8268448.500000 Penalty: 5515.020996
	Iteration 24Q: 3 clusters Score -8268448 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66422 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8268483.500000 Penalty: 5515.020996
	Iteration 25Q: 3 clusters Score -8268484 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66471 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8268507.500000 Penalty: 5515.020996
	Iteration 26Q: 3 clusters Score -8268508 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66504 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8268535.500000 Penalty: 5515.020996
	Iteration 27Q: 3 clusters Score -8268536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66532 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8268558.500000 Penalty: 5515.020996
	Iteration 28Q: 3 clusters Score -8268558 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66567 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8268579.000000 Penalty: 5515.020996
	Iteration 29Q: 3 clusters Score -8268579 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66590 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8268595.000000 Penalty: 5515.020996
	Iteration 30Q: 3 clusters Score -8268595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66605 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8268612.500000 Penalty: 5515.020996
	Iteration 31Q: 3 clusters Score -8268612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66618 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8268609.500000 Penalty: 5515.020996
	Iteration 32Q: 3 clusters Score -8268610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66626 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8268613.000000 Penalty: 5515.020996
	Iteration 33Q: 3 clusters Score -8268613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66644 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8268628.000000 Penalty: 5515.020996
	Iteration 34Q: 3 clusters Score -8268628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66648 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8268638.500000 Penalty: 5515.020996
	Iteration 35Q: 3 clusters Score -8268638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66654 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8268634.500000 Penalty: 5515.020996
	Iteration 36Q: 3 clusters Score -8268634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8268637.000000 Penalty: 5515.020996
	Iteration 37Q: 3 clusters Score -8268637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66662 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8268640.500000 Penalty: 5515.020996
	Iteration 38Q: 3 clusters Score -8268640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66663 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8268642.000000 Penalty: 5515.020996
	Iteration 39Q: 3 clusters Score -8268642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66664 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8268640.000000 Penalty: 5515.020996
	Iteration 40F: 3 clusters Score -8268640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Entering Unmasked Estep 
Score: -1932776.875000 Penalty: 2410.868896
	Iteration 0F: 2 clusters Score -1932777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1920934.500000 Penalty: 4821.737793
	Iteration 0F: 3 clusters Score -1920934 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1925026.875000 Penalty: 4821.737793
	Iteration 1F: 3 clusters Score -1925027 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1925577.875000 Penalty: 4821.737793
	Iteration 2F: 3 clusters Score -1925578 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1926091.250000 Penalty: 4821.737793
	Iteration 3F: 3 clusters Score -1926091 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1926638.750000 Penalty: 4821.737793
	Iteration 4F: 3 clusters Score -1926639 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1927238.000000 Penalty: 4821.737793
	Iteration 5F: 3 clusters Score -1927238 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1927839.875000 Penalty: 4821.737793
	Iteration 6F: 3 clusters Score -1927840 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1928374.500000 Penalty: 4821.737793
	Iteration 7F: 3 clusters Score -1928374 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1928865.125000 Penalty: 4821.737793
	Iteration 8Q: 3 clusters Score -1928865 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1929295.125000 Penalty: 4821.737793
	Iteration 9Q: 3 clusters Score -1929295 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1929637.750000 Penalty: 4821.737793
	Iteration 10Q: 3 clusters Score -1929638 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1929907.250000 Penalty: 4821.737793
	Iteration 11Q: 3 clusters Score -1929907 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1930120.250000 Penalty: 4821.737793
	Iteration 12Q: 3 clusters Score -1930120 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -1930304.125000 Penalty: 4821.737793
	Iteration 13Q: 3 clusters Score -1930304 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1930437.250000 Penalty: 4821.737793
	Iteration 14Q: 3 clusters Score -1930437 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1930521.375000 Penalty: 4821.737793
	Iteration 15Q: 3 clusters Score -1930521 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -1930584.500000 Penalty: 4821.737793
	Iteration 16Q: 3 clusters Score -1930584 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1930647.125000 Penalty: 4821.737793
	Iteration 17Q: 3 clusters Score -1930647 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -1930710.125000 Penalty: 4821.737793
	Iteration 18Q: 3 clusters Score -1930710 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1930740.500000 Penalty: 4821.737793
	Iteration 19Q: 3 clusters Score -1930740 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1930761.125000 Penalty: 4821.737793
	Iteration 20F: 3 clusters Score -1930761 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -1930780.000000 Penalty: 4821.737793
	Iteration 21Q: 3 clusters Score -1930780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -1930790.500000 Penalty: 4821.737793
	Iteration 22Q: 3 clusters Score -1930790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -1930801.500000 Penalty: 4821.737793
	Iteration 23Q: 3 clusters Score -1930802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1930808.750000 Penalty: 4821.737793
	Iteration 24Q: 3 clusters Score -1930809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -1930808.125000 Penalty: 4821.737793
	Iteration 25Q: 3 clusters Score -1930808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1930810.125000 Penalty: 4821.737793
	Iteration 26Q: 3 clusters Score -1930810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -1930814.250000 Penalty: 4821.737793
	Iteration 27Q: 3 clusters Score -1930814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1930818.500000 Penalty: 4821.737793
	Iteration 28Q: 3 clusters Score -1930818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1930818.000000 Penalty: 4821.737793
	Iteration 29Q: 3 clusters Score -1930818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -1930819.250000 Penalty: 4821.737793
	Iteration 30Q: 3 clusters Score -1930819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -1930819.875000 Penalty: 4821.737793
	Iteration 31Q: 3 clusters Score -1930820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1930825.125000 Penalty: 4821.737793
	Iteration 32Q: 3 clusters Score -1930825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -1930825.000000 Penalty: 4821.737793
	Iteration 33Q: 3 clusters Score -1930825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -1930827.625000 Penalty: 4821.737793
	Iteration 34Q: 3 clusters Score -1930828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -1930832.375000 Penalty: 4821.737793
	Iteration 35Q: 3 clusters Score -1930832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -1930831.750000 Penalty: 4821.737793
	Iteration 36Q: 3 clusters Score -1930832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1930833.375000 Penalty: 4821.737793
	Iteration 37Q: 3 clusters Score -1930833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -1930833.375000 Penalty: 4821.737793
	Iteration 38Q: 3 clusters Score -1930833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -1930834.625000 Penalty: 4821.737793
	Iteration 39Q: 3 clusters Score -1930835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -1930834.625000 Penalty: 4821.737793
	Iteration 40F: 3 clusters Score -1930835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Entering Unmasked Estep 
Score: -1521481.625000 Penalty: 2357.042236
	Iteration 0F: 2 clusters Score -1521482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1511535.625000 Penalty: 4714.084473
	Iteration 0F: 3 clusters Score -1511536 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1514990.000000 Penalty: 4714.084473
	Iteration 1F: 3 clusters Score -1514990 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1515591.625000 Penalty: 4714.084473
	Iteration 2F: 3 clusters Score -1515592 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1516264.375000 Penalty: 4714.084473
	Iteration 3F: 3 clusters Score -1516264 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1517122.375000 Penalty: 4714.084473
	Iteration 4F: 3 clusters Score -1517122 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1518271.375000 Penalty: 4714.084473
	Iteration 5F: 3 clusters Score -1518271 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1519417.500000 Penalty: 4714.084473
	Iteration 6F: 3 clusters Score -1519418 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1520516.750000 Penalty: 4714.084473
	Iteration 7F: 3 clusters Score -1520517 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1521279.250000 Penalty: 4714.084473
	Iteration 8F: 3 clusters Score -1521279 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1521786.750000 Penalty: 4714.084473
	Iteration 9Q: 3 clusters Score -1521787 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1522132.125000 Penalty: 4714.084473
	Iteration 10Q: 3 clusters Score -1522132 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1522450.500000 Penalty: 4714.084473
	Iteration 11Q: 3 clusters Score -1522450 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1522871.000000 Penalty: 4714.084473
	Iteration 12Q: 3 clusters Score -1522871 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1523471.000000 Penalty: 4714.084473
	Iteration 13Q: 3 clusters Score -1523471 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1524019.375000 Penalty: 4714.084473
	Iteration 14Q: 3 clusters Score -1524019 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1524252.875000 Penalty: 4714.084473
	Iteration 15Q: 3 clusters Score -1524253 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1524325.500000 Penalty: 4714.084473
	Iteration 16Q: 3 clusters Score -1524326 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1524357.500000 Penalty: 4714.084473
	Iteration 17Q: 3 clusters Score -1524358 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1524368.500000 Penalty: 4714.084473
	Iteration 18Q: 3 clusters Score -1524368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1524375.750000 Penalty: 4714.084473
	Iteration 19Q: 3 clusters Score -1524376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1524372.625000 Penalty: 4714.084473
	Iteration 20F: 3 clusters Score -1524373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1524379.375000 Penalty: 4714.084473
	Iteration 21Q: 3 clusters Score -1524379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1524384.125000 Penalty: 4714.084473
	Iteration 22Q: 3 clusters Score -1524384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1524390.375000 Penalty: 4714.084473
	Iteration 23Q: 3 clusters Score -1524390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1524394.625000 Penalty: 4714.084473
	Iteration 24Q: 3 clusters Score -1524395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1524399.125000 Penalty: 4714.084473
	Iteration 25Q: 3 clusters Score -1524399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1524405.250000 Penalty: 4714.084473
	Iteration 26Q: 3 clusters Score -1524405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1524405.250000 Penalty: 4714.084473
	Iteration 27Q: 3 clusters Score -1524405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1524407.875000 Penalty: 4714.084473
	Iteration 28Q: 3 clusters Score -1524408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1524414.125000 Penalty: 4714.084473
	Iteration 29Q: 3 clusters Score -1524414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1524422.375000 Penalty: 4714.084473
	Iteration 30Q: 3 clusters Score -1524422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1524453.875000 Penalty: 4714.084473
	Iteration 31Q: 3 clusters Score -1524454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1524486.000000 Penalty: 4714.084473
	Iteration 32Q: 3 clusters Score -1524486 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1524519.500000 Penalty: 4714.084473
	Iteration 33Q: 3 clusters Score -1524520 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1524552.250000 Penalty: 4714.084473
	Iteration 34Q: 3 clusters Score -1524552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1524570.000000 Penalty: 4714.084473
	Iteration 35Q: 3 clusters Score -1524570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1524579.875000 Penalty: 4714.084473
	Iteration 36Q: 3 clusters Score -1524580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1524585.750000 Penalty: 4714.084473
	Iteration 37Q: 3 clusters Score -1524586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1524585.500000 Penalty: 4714.084473
	Iteration 38Q: 3 clusters Score -1524586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1524584.875000 Penalty: 4714.084473
	Iteration 39Q: 3 clusters Score -1524585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1524585.000000 Penalty: 4714.084473
	Iteration 40F: 3 clusters Score -1524585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1524580.875000 Penalty: 4714.084473
	Iteration 41Q: 3 clusters Score -1524581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1524585.750000 Penalty: 4714.084473
	Iteration 42Q: 3 clusters Score -1524586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1524586.750000 Penalty: 4714.084473
	Iteration 43Q: 3 clusters Score -1524587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1524588.000000 Penalty: 4714.084473
	Iteration 44Q: 3 clusters Score -1524588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1524587.500000 Penalty: 4714.084473
	Iteration 45Q: 3 clusters Score -1524588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1524586.375000 Penalty: 4714.084473
	Iteration 46Q: 3 clusters Score -1524586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1524589.375000 Penalty: 4714.084473
	Iteration 47Q: 3 clusters Score -1524589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1524584.500000 Penalty: 4714.084473
	Iteration 48Q: 3 clusters Score -1524584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1524585.625000 Penalty: 4714.084473
	Iteration 49Q: 3 clusters Score -1524586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1524588.500000 Penalty: 4714.084473
	Iteration 50Q: 3 clusters Score -1524588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1524588.250000 Penalty: 4714.084473
	Iteration 51Q: 3 clusters Score -1524588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1524587.750000 Penalty: 4714.084473
	Iteration 52Q: 3 clusters Score -1524588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1524586.375000 Penalty: 4714.084473
	Iteration 53Q: 3 clusters Score -1524586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1524588.125000 Penalty: 4714.084473
	Iteration 54Q: 3 clusters Score -1524588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1524587.375000 Penalty: 4714.084473
	Iteration 55Q: 3 clusters Score -1524587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1524588.875000 Penalty: 4714.084473
	Iteration 56Q: 3 clusters Score -1524589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1524589.750000 Penalty: 4714.084473
	Iteration 57Q: 3 clusters Score -1524590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1524589.750000 Penalty: 4714.084473
	Iteration 58F: 3 clusters Score -1524590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66195 members 
Mstep: Class 2 contains 11778 members 
Mstep: Class 3 contains 124936 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 44943 members 
Mstep: Class 6 contains 163232 members 
Mstep: Class 7 contains 67440 members 
Mstep: Class 8 contains 16668 members 
Mstep: Class 9 contains 5071 members 
Mstep: Class 10 contains 36967 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 190576 members 
Mstep: Class 13 contains 130652 members 
Mstep: Class 14 contains 23527 members 
Mstep: Class 15 contains 10828 members 
Mstep: Class 16 contains 9351 members 
Mstep: Class 17 contains 12944 members 
Mstep: Class 18 contains 30592 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 26148 members 
Mstep: Class 21 contains 260927 members 
Mstep: Class 22 contains 2114 members 
Mstep: Class 23 contains 61437 members 
Mstep: Class 24 contains 15192 members 
Mstep: Class 25 contains 8345 members 
Entering Unmasked Estep 
Score: -158439104.000000 Penalty: 87436.632812
Splitting cluster 9 changes total score from -158437824.000000 to -158439104.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (36967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Entering Unmasked Estep 
Score: -4532421.500000 Penalty: 2608.409668
	Iteration 0F: 2 clusters Score -4532422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -4507348.500000 Penalty: 5216.819336
	Iteration 0F: 3 clusters Score -4507348 nChanged 16764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -4516974.500000 Penalty: 5216.819336
	Iteration 1F: 3 clusters Score -4516974 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -4517987.500000 Penalty: 5216.819336
	Iteration 2F: 3 clusters Score -4517988 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -4519342.000000 Penalty: 5216.819336
	Iteration 3F: 3 clusters Score -4519342 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -4520799.000000 Penalty: 5216.819336
	Iteration 4F: 3 clusters Score -4520799 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -4522159.500000 Penalty: 5216.819336
	Iteration 5F: 3 clusters Score -4522160 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -4523202.500000 Penalty: 5216.819336
	Iteration 6F: 3 clusters Score -4523202 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -4524057.000000 Penalty: 5216.819336
	Iteration 7F: 3 clusters Score -4524057 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -4524792.500000 Penalty: 5216.819336
	Iteration 8Q: 3 clusters Score -4524792 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -4525375.500000 Penalty: 5216.819336
	Iteration 9Q: 3 clusters Score -4525376 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -4525954.000000 Penalty: 5216.819336
	Iteration 10Q: 3 clusters Score -4525954 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -4526509.500000 Penalty: 5216.819336
	Iteration 11Q: 3 clusters Score -4526510 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -4527065.500000 Penalty: 5216.819336
	Iteration 12Q: 3 clusters Score -4527066 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -4527670.000000 Penalty: 5216.819336
	Iteration 13Q: 3 clusters Score -4527670 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -4528229.000000 Penalty: 5216.819336
	Iteration 14Q: 3 clusters Score -4528229 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -4528813.000000 Penalty: 5216.819336
	Iteration 15Q: 3 clusters Score -4528813 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -4529313.500000 Penalty: 5216.819336
	Iteration 16Q: 3 clusters Score -4529314 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -4529636.500000 Penalty: 5216.819336
	Iteration 17Q: 3 clusters Score -4529636 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4529913.500000 Penalty: 5216.819336
	Iteration 18Q: 3 clusters Score -4529914 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4530148.000000 Penalty: 5216.819336
	Iteration 19Q: 3 clusters Score -4530148 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4530306.500000 Penalty: 5216.819336
	Iteration 20F: 3 clusters Score -4530306 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4530399.000000 Penalty: 5216.819336
	Iteration 21Q: 3 clusters Score -4530399 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4530452.000000 Penalty: 5216.819336
	Iteration 22Q: 3 clusters Score -4530452 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4530490.500000 Penalty: 5216.819336
	Iteration 23Q: 3 clusters Score -4530490 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4530518.500000 Penalty: 5216.819336
	Iteration 24Q: 3 clusters Score -4530518 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4530550.000000 Penalty: 5216.819336
	Iteration 25Q: 3 clusters Score -4530550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4530557.500000 Penalty: 5216.819336
	Iteration 26Q: 3 clusters Score -4530558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4530578.000000 Penalty: 5216.819336
	Iteration 27Q: 3 clusters Score -4530578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4530589.000000 Penalty: 5216.819336
	Iteration 28Q: 3 clusters Score -4530589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4530598.000000 Penalty: 5216.819336
	Iteration 29Q: 3 clusters Score -4530598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4530596.500000 Penalty: 5216.819336
	Iteration 30Q: 3 clusters Score -4530596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4530598.500000 Penalty: 5216.819336
	Iteration 31Q: 3 clusters Score -4530598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4530598.000000 Penalty: 5216.819336
	Iteration 32Q: 3 clusters Score -4530598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4530601.000000 Penalty: 5216.819336
	Iteration 33Q: 3 clusters Score -4530601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4530600.500000 Penalty: 5216.819336
	Iteration 34Q: 3 clusters Score -4530600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4530600.000000 Penalty: 5216.819336
	Iteration 35Q: 3 clusters Score -4530600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4530600.000000 Penalty: 5216.819336
	Iteration 36Q: 3 clusters Score -4530600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4530600.000000 Penalty: 5216.819336
	Iteration 37Q: 3 clusters Score -4530600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4530597.000000 Penalty: 5216.819336
	Iteration 38Q: 3 clusters Score -4530597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4530601.000000 Penalty: 5216.819336
	Iteration 39Q: 3 clusters Score -4530601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4530600.000000 Penalty: 5216.819336
	Iteration 40F: 3 clusters Score -4530600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Entering Unmasked Estep 
Score: -99332.578125 Penalty: 1697.778198
	Iteration 0F: 2 clusters Score -99332.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -97536.898438 Penalty: 3395.556396
	Iteration 0F: 3 clusters Score -97536.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -97925.132812 Penalty: 3395.556396
	Iteration 1F: 3 clusters Score -97925.13 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -97999.406250 Penalty: 3395.556396
	Iteration 2F: 3 clusters Score -97999.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -98031.796875 Penalty: 3395.556396
	Iteration 3Q: 3 clusters Score -98031.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -98044.562500 Penalty: 3395.556396
	Iteration 4Q: 3 clusters Score -98044.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -98053.859375 Penalty: 3395.556396
	Iteration 5Q: 3 clusters Score -98053.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -98064.921875 Penalty: 3395.556396
	Iteration 6Q: 3 clusters Score -98064.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98066.890625 Penalty: 3395.556396
	Iteration 7Q: 3 clusters Score -98066.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98068.210938 Penalty: 3395.556396
	Iteration 8Q: 3 clusters Score -98068.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98068.210938 Penalty: 3395.556396
	Iteration 9F: 3 clusters Score -98068.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (190576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190576 members 
Entering Unmasked Estep 
Score: -23381560.000000 Penalty: 3015.135986
	Iteration 0F: 2 clusters Score -2.338156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95074 members 
Mstep: Class 2 contains 95502 members 
Entering Unmasked Estep 
Score: -23258902.000000 Penalty: 6030.271973
	Iteration 0F: 3 clusters Score -2.32589e+07 nChanged 91676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92436 members 
Mstep: Class 2 contains 98140 members 
Entering Unmasked Estep 
Score: -23313108.000000 Penalty: 6030.271973
	Iteration 1F: 3 clusters Score -2.331311e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90810 members 
Mstep: Class 2 contains 99766 members 
Entering Unmasked Estep 
Score: -23314692.000000 Penalty: 6030.271973
	Iteration 2Q: 3 clusters Score -2.331469e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88510 members 
Mstep: Class 2 contains 102066 members 
Entering Unmasked Estep 
Score: -23316466.000000 Penalty: 6030.271973
	Iteration 3Q: 3 clusters Score -2.331647e+07 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85160 members 
Mstep: Class 2 contains 105416 members 
Entering Unmasked Estep 
Score: -23319458.000000 Penalty: 6030.271973
	Iteration 4Q: 3 clusters Score -2.331946e+07 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80318 members 
Mstep: Class 2 contains 110258 members 
Entering Unmasked Estep 
Score: -23323378.000000 Penalty: 6030.271973
	Iteration 5Q: 3 clusters Score -2.332338e+07 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73625 members 
Mstep: Class 2 contains 116951 members 
Entering Unmasked Estep 
Score: -23328844.000000 Penalty: 6030.271973
	Iteration 6F: 3 clusters Score -2.332884e+07 nChanged 10941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64738 members 
Mstep: Class 2 contains 125838 members 
Entering Unmasked Estep 
Score: -23336030.000000 Penalty: 6030.271973
	Iteration 7F: 3 clusters Score -2.333603e+07 nChanged 11667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54201 members 
Mstep: Class 2 contains 136375 members 
Entering Unmasked Estep 
Score: -23344196.000000 Penalty: 6030.271973
	Iteration 8F: 3 clusters Score -2.33442e+07 nChanged 11969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 147836 members 
Entering Unmasked Estep 
Score: -23352956.000000 Penalty: 6030.271973
	Iteration 9F: 3 clusters Score -2.335296e+07 nChanged 11290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 158960 members 
Entering Unmasked Estep 
Score: -23361202.000000 Penalty: 6030.271973
	Iteration 10F: 3 clusters Score -2.33612e+07 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 168665 members 
Entering Unmasked Estep 
Score: -23367934.000000 Penalty: 6030.271973
	Iteration 11F: 3 clusters Score -2.336793e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 176302 members 
Entering Unmasked Estep 
Score: -23372746.000000 Penalty: 6030.271973
	Iteration 12Q: 3 clusters Score -2.337275e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 181569 members 
Entering Unmasked Estep 
Score: -23375504.000000 Penalty: 6030.271973
	Iteration 13Q: 3 clusters Score -2.33755e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 184783 members 
Entering Unmasked Estep 
Score: -23377088.000000 Penalty: 6030.271973
	Iteration 14Q: 3 clusters Score -2.337709e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 186696 members 
Entering Unmasked Estep 
Score: -23378084.000000 Penalty: 6030.271973
	Iteration 15Q: 3 clusters Score -2.337808e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 187817 members 
Entering Unmasked Estep 
Score: -23378634.000000 Penalty: 6030.271973
	Iteration 16Q: 3 clusters Score -2.337863e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 188471 members 
Entering Unmasked Estep 
Score: -23378904.000000 Penalty: 6030.271973
	Iteration 17Q: 3 clusters Score -2.33789e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 188835 members 
Entering Unmasked Estep 
Score: -23379072.000000 Penalty: 6030.271973
	Iteration 18Q: 3 clusters Score -2.337907e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 189040 members 
Entering Unmasked Estep 
Score: -23379162.000000 Penalty: 6030.271973
	Iteration 19Q: 3 clusters Score -2.337916e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 189173 members 
Entering Unmasked Estep 
Score: -23379210.000000 Penalty: 6030.271973
	Iteration 20F: 3 clusters Score -2.337921e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 189258 members 
Entering Unmasked Estep 
Score: -23379222.000000 Penalty: 6030.271973
	Iteration 21Q: 3 clusters Score -2.337922e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 189318 members 
Entering Unmasked Estep 
Score: -23379246.000000 Penalty: 6030.271973
	Iteration 22Q: 3 clusters Score -2.337925e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 189358 members 
Entering Unmasked Estep 
Score: -23379232.000000 Penalty: 6030.271973
	Iteration 23Q: 3 clusters Score -2.337923e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 189384 members 
Entering Unmasked Estep 
Score: -23379248.000000 Penalty: 6030.271973
	Iteration 24Q: 3 clusters Score -2.337925e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 189396 members 
Entering Unmasked Estep 
Score: -23379252.000000 Penalty: 6030.271973
	Iteration 25Q: 3 clusters Score -2.337925e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 189406 members 
Entering Unmasked Estep 
Score: -23379278.000000 Penalty: 6030.271973
	Iteration 26Q: 3 clusters Score -2.337928e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 189411 members 
Entering Unmasked Estep 
Score: -23379290.000000 Penalty: 6030.271973
	Iteration 27Q: 3 clusters Score -2.337929e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 189420 members 
Entering Unmasked Estep 
Score: -23379318.000000 Penalty: 6030.271973
	Iteration 28Q: 3 clusters Score -2.337932e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 189430 members 
Entering Unmasked Estep 
Score: -23379340.000000 Penalty: 6030.271973
	Iteration 29Q: 3 clusters Score -2.337934e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 189430 members 
Entering Unmasked Estep 
Score: -23379344.000000 Penalty: 6030.271973
	Iteration 30Q: 3 clusters Score -2.337934e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 189431 members 
Entering Unmasked Estep 
Score: -23379352.000000 Penalty: 6030.271973
	Iteration 31Q: 3 clusters Score -2.337935e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 189429 members 
Entering Unmasked Estep 
Score: -23379356.000000 Penalty: 6030.271973
	Iteration 32Q: 3 clusters Score -2.337936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 189429 members 
Entering Unmasked Estep 
Score: -23379354.000000 Penalty: 6030.271973
	Iteration 33Q: 3 clusters Score -2.337935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 189428 members 
Entering Unmasked Estep 
Score: -23379368.000000 Penalty: 6030.271973
	Iteration 34Q: 3 clusters Score -2.337937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 189425 members 
Entering Unmasked Estep 
Score: -23379366.000000 Penalty: 6030.271973
	Iteration 35Q: 3 clusters Score -2.337937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 189425 members 
Entering Unmasked Estep 
Score: -23379378.000000 Penalty: 6030.271973
	Iteration 36Q: 3 clusters Score -2.337938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 189426 members 
Entering Unmasked Estep 
Score: -23379380.000000 Penalty: 6030.271973
	Iteration 37Q: 3 clusters Score -2.337938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 189427 members 
Entering Unmasked Estep 
Score: -23379372.000000 Penalty: 6030.271973
	Iteration 38Q: 3 clusters Score -2.337937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 189428 members 
Entering Unmasked Estep 
Score: -23379366.000000 Penalty: 6030.271973
	Iteration 39Q: 3 clusters Score -2.337937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 189428 members 
Entering Unmasked Estep 
Score: -23379366.000000 Penalty: 6030.271973
	Iteration 40F: 3 clusters Score -2.337937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (130652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130652 members 
Entering Unmasked Estep 
Score: -15952645.000000 Penalty: 2921.512451
	Iteration 0F: 2 clusters Score -1.595264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65251 members 
Mstep: Class 2 contains 65401 members 
Entering Unmasked Estep 
Score: -15865458.000000 Penalty: 5843.024902
	Iteration 0F: 3 clusters Score -1.586546e+07 nChanged 61886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62331 members 
Mstep: Class 2 contains 68321 members 
Entering Unmasked Estep 
Score: -15902290.000000 Penalty: 5843.024902
	Iteration 1F: 3 clusters Score -1.590229e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59851 members 
Mstep: Class 2 contains 70801 members 
Entering Unmasked Estep 
Score: -15905232.000000 Penalty: 5843.024902
	Iteration 2Q: 3 clusters Score -1.590523e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56162 members 
Mstep: Class 2 contains 74490 members 
Entering Unmasked Estep 
Score: -15909257.000000 Penalty: 5843.024902
	Iteration 3F: 3 clusters Score -1.590926e+07 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51411 members 
Mstep: Class 2 contains 79241 members 
Entering Unmasked Estep 
Score: -15914189.000000 Penalty: 5843.024902
	Iteration 4F: 3 clusters Score -1.591419e+07 nChanged 9100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 84621 members 
Entering Unmasked Estep 
Score: -15919303.000000 Penalty: 5843.024902
	Iteration 5F: 3 clusters Score -1.59193e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 90256 members 
Entering Unmasked Estep 
Score: -15923893.000000 Penalty: 5843.024902
	Iteration 6F: 3 clusters Score -1.592389e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 95789 members 
Entering Unmasked Estep 
Score: -15927588.000000 Penalty: 5843.024902
	Iteration 7F: 3 clusters Score -1.592759e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 101191 members 
Entering Unmasked Estep 
Score: -15930814.000000 Penalty: 5843.024902
	Iteration 8Q: 3 clusters Score -1.593081e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 106527 members 
Entering Unmasked Estep 
Score: -15934019.000000 Penalty: 5843.024902
	Iteration 9Q: 3 clusters Score -1.593402e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 111595 members 
Entering Unmasked Estep 
Score: -15936992.000000 Penalty: 5843.024902
	Iteration 10Q: 3 clusters Score -1.593699e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 116477 members 
Entering Unmasked Estep 
Score: -15940260.000000 Penalty: 5843.024902
	Iteration 11Q: 3 clusters Score -1.594026e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 120715 members 
Entering Unmasked Estep 
Score: -15943111.000000 Penalty: 5843.024902
	Iteration 12Q: 3 clusters Score -1.594311e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 123995 members 
Entering Unmasked Estep 
Score: -15945582.000000 Penalty: 5843.024902
	Iteration 13Q: 3 clusters Score -1.594558e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 126380 members 
Entering Unmasked Estep 
Score: -15947406.000000 Penalty: 5843.024902
	Iteration 14Q: 3 clusters Score -1.594741e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 127928 members 
Entering Unmasked Estep 
Score: -15948722.000000 Penalty: 5843.024902
	Iteration 15Q: 3 clusters Score -1.594872e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 128811 members 
Entering Unmasked Estep 
Score: -15949389.000000 Penalty: 5843.024902
	Iteration 16Q: 3 clusters Score -1.594939e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 129279 members 
Entering Unmasked Estep 
Score: -15949762.000000 Penalty: 5843.024902
	Iteration 17Q: 3 clusters Score -1.594976e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 129524 members 
Entering Unmasked Estep 
Score: -15949941.000000 Penalty: 5843.024902
	Iteration 18Q: 3 clusters Score -1.594994e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 129651 members 
Entering Unmasked Estep 
Score: -15950073.000000 Penalty: 5843.024902
	Iteration 19Q: 3 clusters Score -1.595007e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 129733 members 
Entering Unmasked Estep 
Score: -15950120.000000 Penalty: 5843.024902
	Iteration 20F: 3 clusters Score -1.595012e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 129795 members 
Entering Unmasked Estep 
Score: -15950195.000000 Penalty: 5843.024902
	Iteration 21Q: 3 clusters Score -1.59502e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 129832 members 
Entering Unmasked Estep 
Score: -15950251.000000 Penalty: 5843.024902
	Iteration 22Q: 3 clusters Score -1.595025e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 129864 members 
Entering Unmasked Estep 
Score: -15950287.000000 Penalty: 5843.024902
	Iteration 23Q: 3 clusters Score -1.595029e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 129880 members 
Entering Unmasked Estep 
Score: -15950312.000000 Penalty: 5843.024902
	Iteration 24Q: 3 clusters Score -1.595031e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 129886 members 
Entering Unmasked Estep 
Score: -15950325.000000 Penalty: 5843.024902
	Iteration 25Q: 3 clusters Score -1.595032e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 129892 members 
Entering Unmasked Estep 
Score: -15950329.000000 Penalty: 5843.024902
	Iteration 26Q: 3 clusters Score -1.595033e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 129900 members 
Entering Unmasked Estep 
Score: -15950338.000000 Penalty: 5843.024902
	Iteration 27Q: 3 clusters Score -1.595034e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 129907 members 
Entering Unmasked Estep 
Score: -15950364.000000 Penalty: 5843.024902
	Iteration 28Q: 3 clusters Score -1.595036e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 129904 members 
Entering Unmasked Estep 
Score: -15950373.000000 Penalty: 5843.024902
	Iteration 29Q: 3 clusters Score -1.595037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 129907 members 
Entering Unmasked Estep 
Score: -15950376.000000 Penalty: 5843.024902
	Iteration 30Q: 3 clusters Score -1.595038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 129907 members 
Entering Unmasked Estep 
Score: -15950383.000000 Penalty: 5843.024902
	Iteration 31Q: 3 clusters Score -1.595038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 129906 members 
Entering Unmasked Estep 
Score: -15950397.000000 Penalty: 5843.024902
	Iteration 32Q: 3 clusters Score -1.59504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 129911 members 
Entering Unmasked Estep 
Score: -15950393.000000 Penalty: 5843.024902
	Iteration 33Q: 3 clusters Score -1.595039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 129916 members 
Entering Unmasked Estep 
Score: -15950386.000000 Penalty: 5843.024902
	Iteration 34Q: 3 clusters Score -1.595039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 129917 members 
Entering Unmasked Estep 
Score: -15950394.000000 Penalty: 5843.024902
	Iteration 35Q: 3 clusters Score -1.595039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 129919 members 
Entering Unmasked Estep 
Score: -15950398.000000 Penalty: 5843.024902
	Iteration 36Q: 3 clusters Score -1.59504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 129919 members 
Entering Unmasked Estep 
Score: -15950398.000000 Penalty: 5843.024902
	Iteration 37Q: 3 clusters Score -1.59504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 129921 members 
Entering Unmasked Estep 
Score: -15950406.000000 Penalty: 5843.024902
	Iteration 38Q: 3 clusters Score -1.595041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 129922 members 
Entering Unmasked Estep 
Score: -15950408.000000 Penalty: 5843.024902
	Iteration 39Q: 3 clusters Score -1.595041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 129922 members 
Entering Unmasked Estep 
Score: -15950400.000000 Penalty: 5843.024902
	Iteration 40F: 3 clusters Score -1.59504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 129923 members 
Entering Unmasked Estep 
Score: -15950406.000000 Penalty: 5843.024902
	Iteration 41Q: 3 clusters Score -1.595041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 129923 members 
Entering Unmasked Estep 
Score: -15950416.000000 Penalty: 5843.024902
	Iteration 42Q: 3 clusters Score -1.595042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 129922 members 
Entering Unmasked Estep 
Score: -15950414.000000 Penalty: 5843.024902
	Iteration 43Q: 3 clusters Score -1.595041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 129923 members 
Entering Unmasked Estep 
Score: -15950404.000000 Penalty: 5843.024902
	Iteration 44Q: 3 clusters Score -1.59504e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 129923 members 
Entering Unmasked Estep 
Score: -15950404.000000 Penalty: 5843.024902
	Iteration 45F: 3 clusters Score -1.59504e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Entering Unmasked Estep 
Score: -2847836.250000 Penalty: 2496.343994
	Iteration 0F: 2 clusters Score -2847836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2831423.750000 Penalty: 4992.687988
	Iteration 0F: 3 clusters Score -2831424 nChanged 10496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2837349.000000 Penalty: 4992.687988
	Iteration 1F: 3 clusters Score -2837349 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2837896.250000 Penalty: 4992.687988
	Iteration 2F: 3 clusters Score -2837896 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2838413.750000 Penalty: 4992.687988
	Iteration 3F: 3 clusters Score -2838414 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2838888.000000 Penalty: 4992.687988
	Iteration 4Q: 3 clusters Score -2838888 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2839393.250000 Penalty: 4992.687988
	Iteration 5Q: 3 clusters Score -2839393 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2839948.750000 Penalty: 4992.687988
	Iteration 6Q: 3 clusters Score -2839949 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2840461.250000 Penalty: 4992.687988
	Iteration 7Q: 3 clusters Score -2840461 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2840909.500000 Penalty: 4992.687988
	Iteration 8Q: 3 clusters Score -2840910 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2841360.250000 Penalty: 4992.687988
	Iteration 9Q: 3 clusters Score -2841360 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2841771.750000 Penalty: 4992.687988
	Iteration 10Q: 3 clusters Score -2841772 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2842158.000000 Penalty: 4992.687988
	Iteration 11Q: 3 clusters Score -2842158 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2842512.000000 Penalty: 4992.687988
	Iteration 12Q: 3 clusters Score -2842512 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2842861.250000 Penalty: 4992.687988
	Iteration 13Q: 3 clusters Score -2842861 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2843200.750000 Penalty: 4992.687988
	Iteration 14Q: 3 clusters Score -2843201 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2843630.250000 Penalty: 4992.687988
	Iteration 15Q: 3 clusters Score -2843630 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2844049.750000 Penalty: 4992.687988
	Iteration 16Q: 3 clusters Score -2844050 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2844410.500000 Penalty: 4992.687988
	Iteration 17Q: 3 clusters Score -2844410 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2844744.000000 Penalty: 4992.687988
	Iteration 18Q: 3 clusters Score -2844744 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2845036.000000 Penalty: 4992.687988
	Iteration 19Q: 3 clusters Score -2845036 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2845259.750000 Penalty: 4992.687988
	Iteration 20F: 3 clusters Score -2845260 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2845427.250000 Penalty: 4992.687988
	Iteration 21Q: 3 clusters Score -2845427 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2845510.250000 Penalty: 4992.687988
	Iteration 22Q: 3 clusters Score -2845510 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2845577.500000 Penalty: 4992.687988
	Iteration 23Q: 3 clusters Score -2845578 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2845621.500000 Penalty: 4992.687988
	Iteration 24Q: 3 clusters Score -2845622 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2845650.250000 Penalty: 4992.687988
	Iteration 25Q: 3 clusters Score -2845650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2845671.500000 Penalty: 4992.687988
	Iteration 26Q: 3 clusters Score -2845672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2845687.000000 Penalty: 4992.687988
	Iteration 27Q: 3 clusters Score -2845687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2845697.000000 Penalty: 4992.687988
	Iteration 28Q: 3 clusters Score -2845697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2845699.500000 Penalty: 4992.687988
	Iteration 29Q: 3 clusters Score -2845700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2845704.250000 Penalty: 4992.687988
	Iteration 30Q: 3 clusters Score -2845704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2845712.500000 Penalty: 4992.687988
	Iteration 31Q: 3 clusters Score -2845712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2845712.250000 Penalty: 4992.687988
	Iteration 32Q: 3 clusters Score -2845712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2845716.250000 Penalty: 4992.687988
	Iteration 33Q: 3 clusters Score -2845716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2845717.000000 Penalty: 4992.687988
	Iteration 34Q: 3 clusters Score -2845717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2845717.750000 Penalty: 4992.687988
	Iteration 35Q: 3 clusters Score -2845718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2845727.750000 Penalty: 4992.687988
	Iteration 36Q: 3 clusters Score -2845728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2845729.250000 Penalty: 4992.687988
	Iteration 37Q: 3 clusters Score -2845729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2845731.500000 Penalty: 4992.687988
	Iteration 38Q: 3 clusters Score -2845732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2845730.000000 Penalty: 4992.687988
	Iteration 39Q: 3 clusters Score -2845730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2845737.750000 Penalty: 4992.687988
	Iteration 40F: 3 clusters Score -2845738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2845739.500000 Penalty: 4992.687988
	Iteration 41Q: 3 clusters Score -2845740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2845740.750000 Penalty: 4992.687988
	Iteration 42Q: 3 clusters Score -2845741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2845739.250000 Penalty: 4992.687988
	Iteration 43Q: 3 clusters Score -2845739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2845739.250000 Penalty: 4992.687988
	Iteration 44F: 3 clusters Score -2845739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Entering Unmasked Estep 
Score: -1265550.750000 Penalty: 2303.892822
	Iteration 0F: 2 clusters Score -1265551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1257382.875000 Penalty: 4607.785645
	Iteration 0F: 3 clusters Score -1257383 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1259956.375000 Penalty: 4607.785645
	Iteration 1F: 3 clusters Score -1259956 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1260417.375000 Penalty: 4607.785645
	Iteration 2F: 3 clusters Score -1260417 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1260818.000000 Penalty: 4607.785645
	Iteration 3F: 3 clusters Score -1260818 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1261173.750000 Penalty: 4607.785645
	Iteration 4F: 3 clusters Score -1261174 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1261501.750000 Penalty: 4607.785645
	Iteration 5F: 3 clusters Score -1261502 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1261824.125000 Penalty: 4607.785645
	Iteration 6Q: 3 clusters Score -1261824 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1262102.625000 Penalty: 4607.785645
	Iteration 7Q: 3 clusters Score -1262103 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1262349.500000 Penalty: 4607.785645
	Iteration 8Q: 3 clusters Score -1262350 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1262576.125000 Penalty: 4607.785645
	Iteration 9Q: 3 clusters Score -1262576 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1262825.875000 Penalty: 4607.785645
	Iteration 10Q: 3 clusters Score -1262826 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1263042.125000 Penalty: 4607.785645
	Iteration 11Q: 3 clusters Score -1263042 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1263226.625000 Penalty: 4607.785645
	Iteration 12Q: 3 clusters Score -1263227 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1263359.000000 Penalty: 4607.785645
	Iteration 13Q: 3 clusters Score -1263359 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1263454.375000 Penalty: 4607.785645
	Iteration 14Q: 3 clusters Score -1263454 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1263521.000000 Penalty: 4607.785645
	Iteration 15Q: 3 clusters Score -1263521 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1263574.125000 Penalty: 4607.785645
	Iteration 16Q: 3 clusters Score -1263574 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1263607.000000 Penalty: 4607.785645
	Iteration 17Q: 3 clusters Score -1263607 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1263630.250000 Penalty: 4607.785645
	Iteration 18Q: 3 clusters Score -1263630 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1263648.750000 Penalty: 4607.785645
	Iteration 19Q: 3 clusters Score -1263649 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1263662.250000 Penalty: 4607.785645
	Iteration 20F: 3 clusters Score -1263662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1263678.125000 Penalty: 4607.785645
	Iteration 21Q: 3 clusters Score -1263678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1263690.500000 Penalty: 4607.785645
	Iteration 22Q: 3 clusters Score -1263690 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1263699.000000 Penalty: 4607.785645
	Iteration 23Q: 3 clusters Score -1263699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1263703.125000 Penalty: 4607.785645
	Iteration 24Q: 3 clusters Score -1263703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1263708.625000 Penalty: 4607.785645
	Iteration 25Q: 3 clusters Score -1263709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1263716.500000 Penalty: 4607.785645
	Iteration 26Q: 3 clusters Score -1263716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1263722.125000 Penalty: 4607.785645
	Iteration 27Q: 3 clusters Score -1263722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1263729.250000 Penalty: 4607.785645
	Iteration 28Q: 3 clusters Score -1263729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1263730.875000 Penalty: 4607.785645
	Iteration 29Q: 3 clusters Score -1263731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1263737.750000 Penalty: 4607.785645
	Iteration 30Q: 3 clusters Score -1263738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1263736.375000 Penalty: 4607.785645
	Iteration 31Q: 3 clusters Score -1263736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1263741.750000 Penalty: 4607.785645
	Iteration 32Q: 3 clusters Score -1263742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1263745.000000 Penalty: 4607.785645
	Iteration 33Q: 3 clusters Score -1263745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1263751.875000 Penalty: 4607.785645
	Iteration 34Q: 3 clusters Score -1263752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1263758.000000 Penalty: 4607.785645
	Iteration 35Q: 3 clusters Score -1263758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1263764.250000 Penalty: 4607.785645
	Iteration 36Q: 3 clusters Score -1263764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1263769.125000 Penalty: 4607.785645
	Iteration 37Q: 3 clusters Score -1263769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1263774.625000 Penalty: 4607.785645
	Iteration 38Q: 3 clusters Score -1263775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1263777.250000 Penalty: 4607.785645
	Iteration 39Q: 3 clusters Score -1263777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1263780.375000 Penalty: 4607.785645
	Iteration 40F: 3 clusters Score -1263780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1263783.625000 Penalty: 4607.785645
	Iteration 41Q: 3 clusters Score -1263784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1263784.250000 Penalty: 4607.785645
	Iteration 42Q: 3 clusters Score -1263784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1263787.875000 Penalty: 4607.785645
	Iteration 43Q: 3 clusters Score -1263788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1263793.375000 Penalty: 4607.785645
	Iteration 44Q: 3 clusters Score -1263793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1263795.375000 Penalty: 4607.785645
	Iteration 45Q: 3 clusters Score -1263795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1263796.500000 Penalty: 4607.785645
	Iteration 46Q: 3 clusters Score -1263796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1263800.125000 Penalty: 4607.785645
	Iteration 47Q: 3 clusters Score -1263800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1263801.000000 Penalty: 4607.785645
	Iteration 48Q: 3 clusters Score -1263801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1263802.000000 Penalty: 4607.785645
	Iteration 49Q: 3 clusters Score -1263802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1263802.250000 Penalty: 4607.785645
	Iteration 50Q: 3 clusters Score -1263802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1263803.375000 Penalty: 4607.785645
	Iteration 51Q: 3 clusters Score -1263803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1263803.000000 Penalty: 4607.785645
	Iteration 52Q: 3 clusters Score -1263803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1263803.000000 Penalty: 4607.785645
	Iteration 53F: 3 clusters Score -1263803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Entering Unmasked Estep 
Score: -1130338.625000 Penalty: 2267.523193
	Iteration 0F: 2 clusters Score -1130339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1123093.750000 Penalty: 4535.046387
	Iteration 0F: 3 clusters Score -1123094 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1125300.875000 Penalty: 4535.046387
	Iteration 1F: 3 clusters Score -1125301 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1125925.750000 Penalty: 4535.046387
	Iteration 2F: 3 clusters Score -1125926 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1126377.250000 Penalty: 4535.046387
	Iteration 3F: 3 clusters Score -1126377 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1126722.750000 Penalty: 4535.046387
	Iteration 4F: 3 clusters Score -1126723 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1127047.250000 Penalty: 4535.046387
	Iteration 5F: 3 clusters Score -1127047 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1127293.750000 Penalty: 4535.046387
	Iteration 6Q: 3 clusters Score -1127294 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1127529.000000 Penalty: 4535.046387
	Iteration 7Q: 3 clusters Score -1127529 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1127747.500000 Penalty: 4535.046387
	Iteration 8Q: 3 clusters Score -1127748 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1127938.250000 Penalty: 4535.046387
	Iteration 9Q: 3 clusters Score -1127938 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1128092.750000 Penalty: 4535.046387
	Iteration 10Q: 3 clusters Score -1128093 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1128219.375000 Penalty: 4535.046387
	Iteration 11Q: 3 clusters Score -1128219 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1128315.625000 Penalty: 4535.046387
	Iteration 12Q: 3 clusters Score -1128316 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1128393.000000 Penalty: 4535.046387
	Iteration 13Q: 3 clusters Score -1128393 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1128445.750000 Penalty: 4535.046387
	Iteration 14Q: 3 clusters Score -1128446 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1128479.750000 Penalty: 4535.046387
	Iteration 15Q: 3 clusters Score -1128480 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1128508.500000 Penalty: 4535.046387
	Iteration 16Q: 3 clusters Score -1128508 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1128543.250000 Penalty: 4535.046387
	Iteration 17Q: 3 clusters Score -1128543 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1128574.875000 Penalty: 4535.046387
	Iteration 18Q: 3 clusters Score -1128575 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1128593.750000 Penalty: 4535.046387
	Iteration 19Q: 3 clusters Score -1128594 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1128613.125000 Penalty: 4535.046387
	Iteration 20F: 3 clusters Score -1128613 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1128627.375000 Penalty: 4535.046387
	Iteration 21Q: 3 clusters Score -1128627 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1128641.625000 Penalty: 4535.046387
	Iteration 22Q: 3 clusters Score -1128642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1128653.750000 Penalty: 4535.046387
	Iteration 23Q: 3 clusters Score -1128654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1128665.125000 Penalty: 4535.046387
	Iteration 24Q: 3 clusters Score -1128665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1128671.375000 Penalty: 4535.046387
	Iteration 25Q: 3 clusters Score -1128671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1128683.375000 Penalty: 4535.046387
	Iteration 26Q: 3 clusters Score -1128683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1128689.875000 Penalty: 4535.046387
	Iteration 27Q: 3 clusters Score -1128690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1128696.875000 Penalty: 4535.046387
	Iteration 28Q: 3 clusters Score -1128697 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1128703.000000 Penalty: 4535.046387
	Iteration 29Q: 3 clusters Score -1128703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1128713.000000 Penalty: 4535.046387
	Iteration 30Q: 3 clusters Score -1128713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1128725.625000 Penalty: 4535.046387
	Iteration 31Q: 3 clusters Score -1128726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1128731.000000 Penalty: 4535.046387
	Iteration 32Q: 3 clusters Score -1128731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1128732.375000 Penalty: 4535.046387
	Iteration 33Q: 3 clusters Score -1128732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1128737.625000 Penalty: 4535.046387
	Iteration 34Q: 3 clusters Score -1128738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1128743.375000 Penalty: 4535.046387
	Iteration 35Q: 3 clusters Score -1128743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1128742.000000 Penalty: 4535.046387
	Iteration 36Q: 3 clusters Score -1128742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1128741.875000 Penalty: 4535.046387
	Iteration 37Q: 3 clusters Score -1128742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1128743.000000 Penalty: 4535.046387
	Iteration 38Q: 3 clusters Score -1128743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1128747.625000 Penalty: 4535.046387
	Iteration 39Q: 3 clusters Score -1128748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1128755.000000 Penalty: 4535.046387
	Iteration 40F: 3 clusters Score -1128755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1128760.375000 Penalty: 4535.046387
	Iteration 41Q: 3 clusters Score -1128760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1128762.250000 Penalty: 4535.046387
	Iteration 42Q: 3 clusters Score -1128762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1128768.500000 Penalty: 4535.046387
	Iteration 43Q: 3 clusters Score -1128768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1128770.125000 Penalty: 4535.046387
	Iteration 44Q: 3 clusters Score -1128770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1128774.125000 Penalty: 4535.046387
	Iteration 45Q: 3 clusters Score -1128774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1128775.125000 Penalty: 4535.046387
	Iteration 46Q: 3 clusters Score -1128775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1128779.625000 Penalty: 4535.046387
	Iteration 47Q: 3 clusters Score -1128780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1128780.625000 Penalty: 4535.046387
	Iteration 48Q: 3 clusters Score -1128781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1128787.500000 Penalty: 4535.046387
	Iteration 49Q: 3 clusters Score -1128788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1128795.375000 Penalty: 4535.046387
	Iteration 50Q: 3 clusters Score -1128795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1128805.500000 Penalty: 4535.046387
	Iteration 51Q: 3 clusters Score -1128806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1128811.875000 Penalty: 4535.046387
	Iteration 52Q: 3 clusters Score -1128812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1128820.375000 Penalty: 4535.046387
	Iteration 53Q: 3 clusters Score -1128820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1128830.875000 Penalty: 4535.046387
	Iteration 54Q: 3 clusters Score -1128831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1128840.250000 Penalty: 4535.046387
	Iteration 55Q: 3 clusters Score -1128840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1128848.625000 Penalty: 4535.046387
	Iteration 56Q: 3 clusters Score -1128849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1128863.125000 Penalty: 4535.046387
	Iteration 57Q: 3 clusters Score -1128863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1128875.750000 Penalty: 4535.046387
	Iteration 58Q: 3 clusters Score -1128876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1128884.750000 Penalty: 4535.046387
	Iteration 59Q: 3 clusters Score -1128885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1128889.750000 Penalty: 4535.046387
	Iteration 60F: 3 clusters Score -1128890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1128889.750000 Penalty: 4535.046387
	Iteration 61Q: 3 clusters Score -1128890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1128894.250000 Penalty: 4535.046387
	Iteration 62Q: 3 clusters Score -1128894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1128896.000000 Penalty: 4535.046387
	Iteration 63Q: 3 clusters Score -1128896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1128900.875000 Penalty: 4535.046387
	Iteration 64Q: 3 clusters Score -1128901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1128901.000000 Penalty: 4535.046387
	Iteration 65Q: 3 clusters Score -1128901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1128904.875000 Penalty: 4535.046387
	Iteration 66Q: 3 clusters Score -1128905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1128907.500000 Penalty: 4535.046387
	Iteration 67Q: 3 clusters Score -1128908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1128907.000000 Penalty: 4535.046387
	Iteration 68Q: 3 clusters Score -1128907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1128907.000000 Penalty: 4535.046387
	Iteration 69F: 3 clusters Score -1128907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Entering Unmasked Estep 
Score: -1592138.750000 Penalty: 2348.160156
	Iteration 0F: 2 clusters Score -1592139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1582655.250000 Penalty: 4696.320312
	Iteration 0F: 3 clusters Score -1582655 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1585835.750000 Penalty: 4696.320312
	Iteration 1F: 3 clusters Score -1585836 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1586396.625000 Penalty: 4696.320312
	Iteration 2F: 3 clusters Score -1586397 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1586928.750000 Penalty: 4696.320312
	Iteration 3F: 3 clusters Score -1586929 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1587478.750000 Penalty: 4696.320312
	Iteration 4F: 3 clusters Score -1587479 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1588041.000000 Penalty: 4696.320312
	Iteration 5F: 3 clusters Score -1588041 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1588522.625000 Penalty: 4696.320312
	Iteration 6F: 3 clusters Score -1588523 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1588989.625000 Penalty: 4696.320312
	Iteration 7Q: 3 clusters Score -1588990 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1589392.875000 Penalty: 4696.320312
	Iteration 8Q: 3 clusters Score -1589393 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1589748.875000 Penalty: 4696.320312
	Iteration 9Q: 3 clusters Score -1589749 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1590004.250000 Penalty: 4696.320312
	Iteration 10Q: 3 clusters Score -1590004 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1590191.750000 Penalty: 4696.320312
	Iteration 11Q: 3 clusters Score -1590192 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1590313.375000 Penalty: 4696.320312
	Iteration 12Q: 3 clusters Score -1590313 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1590392.750000 Penalty: 4696.320312
	Iteration 13Q: 3 clusters Score -1590393 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1590462.375000 Penalty: 4696.320312
	Iteration 14Q: 3 clusters Score -1590462 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1590512.250000 Penalty: 4696.320312
	Iteration 15Q: 3 clusters Score -1590512 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1590547.750000 Penalty: 4696.320312
	Iteration 16Q: 3 clusters Score -1590548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1590578.000000 Penalty: 4696.320312
	Iteration 17Q: 3 clusters Score -1590578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1590595.125000 Penalty: 4696.320312
	Iteration 18Q: 3 clusters Score -1590595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1590615.500000 Penalty: 4696.320312
	Iteration 19Q: 3 clusters Score -1590616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1590625.250000 Penalty: 4696.320312
	Iteration 20F: 3 clusters Score -1590625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1590633.875000 Penalty: 4696.320312
	Iteration 21Q: 3 clusters Score -1590634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1590643.625000 Penalty: 4696.320312
	Iteration 22Q: 3 clusters Score -1590644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1590648.500000 Penalty: 4696.320312
	Iteration 23Q: 3 clusters Score -1590648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1590654.125000 Penalty: 4696.320312
	Iteration 24Q: 3 clusters Score -1590654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1590658.750000 Penalty: 4696.320312
	Iteration 25Q: 3 clusters Score -1590659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1590664.375000 Penalty: 4696.320312
	Iteration 26Q: 3 clusters Score -1590664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1590672.000000 Penalty: 4696.320312
	Iteration 27Q: 3 clusters Score -1590672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1590682.000000 Penalty: 4696.320312
	Iteration 28Q: 3 clusters Score -1590682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1590694.125000 Penalty: 4696.320312
	Iteration 29Q: 3 clusters Score -1590694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1590700.000000 Penalty: 4696.320312
	Iteration 30Q: 3 clusters Score -1590700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1590705.250000 Penalty: 4696.320312
	Iteration 31Q: 3 clusters Score -1590705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1590712.375000 Penalty: 4696.320312
	Iteration 32Q: 3 clusters Score -1590712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1590718.625000 Penalty: 4696.320312
	Iteration 33Q: 3 clusters Score -1590719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1590723.000000 Penalty: 4696.320312
	Iteration 34Q: 3 clusters Score -1590723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1590725.750000 Penalty: 4696.320312
	Iteration 35Q: 3 clusters Score -1590726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1590725.750000 Penalty: 4696.320312
	Iteration 36Q: 3 clusters Score -1590726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1590726.750000 Penalty: 4696.320312
	Iteration 37Q: 3 clusters Score -1590727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1590727.375000 Penalty: 4696.320312
	Iteration 38Q: 3 clusters Score -1590727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1590727.375000 Penalty: 4696.320312
	Iteration 39F: 3 clusters Score -1590727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Entering Unmasked Estep 
Score: -3774952.500000 Penalty: 2561.466553
	Iteration 0F: 2 clusters Score -3774952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -3754194.250000 Penalty: 5122.933105
	Iteration 0F: 3 clusters Score -3754194 nChanged 13774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -3761586.500000 Penalty: 5122.933105
	Iteration 1F: 3 clusters Score -3761586 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -3762190.000000 Penalty: 5122.933105
	Iteration 2F: 3 clusters Score -3762190 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -3762820.000000 Penalty: 5122.933105
	Iteration 3F: 3 clusters Score -3762820 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -3763548.750000 Penalty: 5122.933105
	Iteration 4F: 3 clusters Score -3763549 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -3764519.500000 Penalty: 5122.933105
	Iteration 5F: 3 clusters Score -3764520 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -3765710.500000 Penalty: 5122.933105
	Iteration 6F: 3 clusters Score -3765710 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -3767085.000000 Penalty: 5122.933105
	Iteration 7F: 3 clusters Score -3767085 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -3768529.000000 Penalty: 5122.933105
	Iteration 8F: 3 clusters Score -3768529 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -3769895.000000 Penalty: 5122.933105
	Iteration 9F: 3 clusters Score -3769895 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -3770935.250000 Penalty: 5122.933105
	Iteration 10Q: 3 clusters Score -3770935 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -3771686.500000 Penalty: 5122.933105
	Iteration 11Q: 3 clusters Score -3771686 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -3772161.000000 Penalty: 5122.933105
	Iteration 12Q: 3 clusters Score -3772161 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -3772466.500000 Penalty: 5122.933105
	Iteration 13Q: 3 clusters Score -3772466 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -3772621.500000 Penalty: 5122.933105
	Iteration 14Q: 3 clusters Score -3772622 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -3772709.250000 Penalty: 5122.933105
	Iteration 15Q: 3 clusters Score -3772709 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -3772757.000000 Penalty: 5122.933105
	Iteration 16Q: 3 clusters Score -3772757 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -3772795.750000 Penalty: 5122.933105
	Iteration 17Q: 3 clusters Score -3772796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -3772824.500000 Penalty: 5122.933105
	Iteration 18Q: 3 clusters Score -3772824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -3772840.250000 Penalty: 5122.933105
	Iteration 19Q: 3 clusters Score -3772840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -3772858.250000 Penalty: 5122.933105
	Iteration 20F: 3 clusters Score -3772858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -3772871.250000 Penalty: 5122.933105
	Iteration 21Q: 3 clusters Score -3772871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -3772882.000000 Penalty: 5122.933105
	Iteration 22Q: 3 clusters Score -3772882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -3772890.500000 Penalty: 5122.933105
	Iteration 23Q: 3 clusters Score -3772890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -3772902.000000 Penalty: 5122.933105
	Iteration 24Q: 3 clusters Score -3772902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -3772908.750000 Penalty: 5122.933105
	Iteration 25Q: 3 clusters Score -3772909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -3772917.750000 Penalty: 5122.933105
	Iteration 26Q: 3 clusters Score -3772918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -3772924.750000 Penalty: 5122.933105
	Iteration 27Q: 3 clusters Score -3772925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -3772930.000000 Penalty: 5122.933105
	Iteration 28Q: 3 clusters Score -3772930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -3772941.250000 Penalty: 5122.933105
	Iteration 29Q: 3 clusters Score -3772941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -3772946.250000 Penalty: 5122.933105
	Iteration 30Q: 3 clusters Score -3772946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -3772942.250000 Penalty: 5122.933105
	Iteration 31Q: 3 clusters Score -3772942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -3772945.500000 Penalty: 5122.933105
	Iteration 32Q: 3 clusters Score -3772946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -3772944.500000 Penalty: 5122.933105
	Iteration 33Q: 3 clusters Score -3772944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -3772954.500000 Penalty: 5122.933105
	Iteration 34Q: 3 clusters Score -3772954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -3772960.500000 Penalty: 5122.933105
	Iteration 35Q: 3 clusters Score -3772960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -3772959.250000 Penalty: 5122.933105
	Iteration 36Q: 3 clusters Score -3772959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -3772960.750000 Penalty: 5122.933105
	Iteration 37Q: 3 clusters Score -3772961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -3772962.750000 Penalty: 5122.933105
	Iteration 38Q: 3 clusters Score -3772963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -3772963.250000 Penalty: 5122.933105
	Iteration 39Q: 3 clusters Score -3772963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -3772967.000000 Penalty: 5122.933105
	Iteration 40F: 3 clusters Score -3772967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Entering Unmasked Estep 
Score: -1357152.875000 Penalty: 2315.437988
	Iteration 0F: 2 clusters Score -1357153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1348671.125000 Penalty: 4630.875977
	Iteration 0F: 3 clusters Score -1348671 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1351224.750000 Penalty: 4630.875977
	Iteration 1F: 3 clusters Score -1351225 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1351638.250000 Penalty: 4630.875977
	Iteration 2F: 3 clusters Score -1351638 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1351995.625000 Penalty: 4630.875977
	Iteration 3F: 3 clusters Score -1351996 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1352314.000000 Penalty: 4630.875977
	Iteration 4F: 3 clusters Score -1352314 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1352636.875000 Penalty: 4630.875977
	Iteration 5Q: 3 clusters Score -1352637 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1352919.750000 Penalty: 4630.875977
	Iteration 6Q: 3 clusters Score -1352920 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1353177.750000 Penalty: 4630.875977
	Iteration 7Q: 3 clusters Score -1353178 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1353451.250000 Penalty: 4630.875977
	Iteration 8Q: 3 clusters Score -1353451 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1353717.250000 Penalty: 4630.875977
	Iteration 9Q: 3 clusters Score -1353717 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1353986.625000 Penalty: 4630.875977
	Iteration 10Q: 3 clusters Score -1353987 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1354273.500000 Penalty: 4630.875977
	Iteration 11Q: 3 clusters Score -1354274 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1354545.750000 Penalty: 4630.875977
	Iteration 12Q: 3 clusters Score -1354546 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1354747.500000 Penalty: 4630.875977
	Iteration 13Q: 3 clusters Score -1354748 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1354928.750000 Penalty: 4630.875977
	Iteration 14Q: 3 clusters Score -1354929 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1355069.625000 Penalty: 4630.875977
	Iteration 15Q: 3 clusters Score -1355070 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1355192.500000 Penalty: 4630.875977
	Iteration 16Q: 3 clusters Score -1355192 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1355289.625000 Penalty: 4630.875977
	Iteration 17Q: 3 clusters Score -1355290 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1355380.125000 Penalty: 4630.875977
	Iteration 18Q: 3 clusters Score -1355380 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1355500.875000 Penalty: 4630.875977
	Iteration 19Q: 3 clusters Score -1355501 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1355637.625000 Penalty: 4630.875977
	Iteration 20F: 3 clusters Score -1355638 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1355772.750000 Penalty: 4630.875977
	Iteration 21Q: 3 clusters Score -1355773 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1355870.500000 Penalty: 4630.875977
	Iteration 22Q: 3 clusters Score -1355870 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1355926.000000 Penalty: 4630.875977
	Iteration 23Q: 3 clusters Score -1355926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1355953.125000 Penalty: 4630.875977
	Iteration 24Q: 3 clusters Score -1355953 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1355976.250000 Penalty: 4630.875977
	Iteration 25Q: 3 clusters Score -1355976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1355985.500000 Penalty: 4630.875977
	Iteration 26Q: 3 clusters Score -1355986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1355991.000000 Penalty: 4630.875977
	Iteration 27Q: 3 clusters Score -1355991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1355997.375000 Penalty: 4630.875977
	Iteration 28Q: 3 clusters Score -1355997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1355999.500000 Penalty: 4630.875977
	Iteration 29Q: 3 clusters Score -1356000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1355999.875000 Penalty: 4630.875977
	Iteration 30Q: 3 clusters Score -1356000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1356000.625000 Penalty: 4630.875977
	Iteration 31Q: 3 clusters Score -1356001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1356002.250000 Penalty: 4630.875977
	Iteration 32Q: 3 clusters Score -1356002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1355998.375000 Penalty: 4630.875977
	Iteration 33Q: 3 clusters Score -1355998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1356000.750000 Penalty: 4630.875977
	Iteration 34Q: 3 clusters Score -1356001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1356001.625000 Penalty: 4630.875977
	Iteration 35Q: 3 clusters Score -1356002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1356004.250000 Penalty: 4630.875977
	Iteration 36Q: 3 clusters Score -1356004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1356003.000000 Penalty: 4630.875977
	Iteration 37Q: 3 clusters Score -1356003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1356006.000000 Penalty: 4630.875977
	Iteration 38Q: 3 clusters Score -1356006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1356006.500000 Penalty: 4630.875977
	Iteration 39Q: 3 clusters Score -1356006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1356006.375000 Penalty: 4630.875977
	Iteration 40F: 3 clusters Score -1356006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1356009.375000 Penalty: 4630.875977
	Iteration 41Q: 3 clusters Score -1356009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1356009.375000 Penalty: 4630.875977
	Iteration 42F: 3 clusters Score -1356009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Entering Unmasked Estep 
Score: -3201736.250000 Penalty: 2522.538818
	Iteration 0F: 2 clusters Score -3201736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -3183666.500000 Penalty: 5045.077637
	Iteration 0F: 3 clusters Score -3183666 nChanged 11673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -3190117.000000 Penalty: 5045.077637
	Iteration 1F: 3 clusters Score -3190117 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -3190584.250000 Penalty: 5045.077637
	Iteration 2F: 3 clusters Score -3190584 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -3191025.250000 Penalty: 5045.077637
	Iteration 3Q: 3 clusters Score -3191025 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -3191437.750000 Penalty: 5045.077637
	Iteration 4Q: 3 clusters Score -3191438 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -3191841.750000 Penalty: 5045.077637
	Iteration 5Q: 3 clusters Score -3191842 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -3192339.500000 Penalty: 5045.077637
	Iteration 6Q: 3 clusters Score -3192340 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -3192969.250000 Penalty: 5045.077637
	Iteration 7Q: 3 clusters Score -3192969 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -3193794.000000 Penalty: 5045.077637
	Iteration 8Q: 3 clusters Score -3193794 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -3194836.000000 Penalty: 5045.077637
	Iteration 9F: 3 clusters Score -3194836 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -3196006.000000 Penalty: 5045.077637
	Iteration 10F: 3 clusters Score -3196006 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -3197061.250000 Penalty: 5045.077637
	Iteration 11Q: 3 clusters Score -3197061 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3197948.750000 Penalty: 5045.077637
	Iteration 12Q: 3 clusters Score -3197949 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -3198541.000000 Penalty: 5045.077637
	Iteration 13Q: 3 clusters Score -3198541 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -3198966.000000 Penalty: 5045.077637
	Iteration 14Q: 3 clusters Score -3198966 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -3199171.750000 Penalty: 5045.077637
	Iteration 15Q: 3 clusters Score -3199172 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3199282.000000 Penalty: 5045.077637
	Iteration 16Q: 3 clusters Score -3199282 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -3199354.500000 Penalty: 5045.077637
	Iteration 17Q: 3 clusters Score -3199354 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -3199404.500000 Penalty: 5045.077637
	Iteration 18Q: 3 clusters Score -3199404 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -3199431.750000 Penalty: 5045.077637
	Iteration 19Q: 3 clusters Score -3199432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -3199460.500000 Penalty: 5045.077637
	Iteration 20F: 3 clusters Score -3199460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -3199470.000000 Penalty: 5045.077637
	Iteration 21Q: 3 clusters Score -3199470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -3199479.500000 Penalty: 5045.077637
	Iteration 22Q: 3 clusters Score -3199480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -3199494.500000 Penalty: 5045.077637
	Iteration 23Q: 3 clusters Score -3199494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -3199511.000000 Penalty: 5045.077637
	Iteration 24Q: 3 clusters Score -3199511 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -3199529.250000 Penalty: 5045.077637
	Iteration 25Q: 3 clusters Score -3199529 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -3199553.250000 Penalty: 5045.077637
	Iteration 26Q: 3 clusters Score -3199553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -3199567.500000 Penalty: 5045.077637
	Iteration 27Q: 3 clusters Score -3199568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -3199574.250000 Penalty: 5045.077637
	Iteration 28Q: 3 clusters Score -3199574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -3199594.000000 Penalty: 5045.077637
	Iteration 29Q: 3 clusters Score -3199594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -3199600.000000 Penalty: 5045.077637
	Iteration 30Q: 3 clusters Score -3199600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -3199602.250000 Penalty: 5045.077637
	Iteration 31Q: 3 clusters Score -3199602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -3199610.000000 Penalty: 5045.077637
	Iteration 32Q: 3 clusters Score -3199610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -3199613.500000 Penalty: 5045.077637
	Iteration 33Q: 3 clusters Score -3199614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -3199614.250000 Penalty: 5045.077637
	Iteration 34Q: 3 clusters Score -3199614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -3199613.750000 Penalty: 5045.077637
	Iteration 35Q: 3 clusters Score -3199614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -3199617.250000 Penalty: 5045.077637
	Iteration 36Q: 3 clusters Score -3199617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -3199617.250000 Penalty: 5045.077637
	Iteration 37F: 3 clusters Score -3199617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (260927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260927 members 
Entering Unmasked Estep 
Score: -31718512.000000 Penalty: 3093.055176
	Iteration 0F: 2 clusters Score -3.171851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130617 members 
Mstep: Class 2 contains 130310 members 
Entering Unmasked Estep 
Score: -31548034.000000 Penalty: 6186.110352
	Iteration 0F: 3 clusters Score -3.154803e+07 nChanged 126370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135633 members 
Mstep: Class 2 contains 125294 members 
Entering Unmasked Estep 
Score: -31623238.000000 Penalty: 6186.110352
	Iteration 1F: 3 clusters Score -3.162324e+07 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139912 members 
Mstep: Class 2 contains 121015 members 
Entering Unmasked Estep 
Score: -31626424.000000 Penalty: 6186.110352
	Iteration 2Q: 3 clusters Score -3.162642e+07 nChanged 12633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146901 members 
Mstep: Class 2 contains 114026 members 
Entering Unmasked Estep 
Score: -31632744.000000 Penalty: 6186.110352
	Iteration 3Q: 3 clusters Score -3.163274e+07 nChanged 17728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157425 members 
Mstep: Class 2 contains 103502 members 
Entering Unmasked Estep 
Score: -31644882.000000 Penalty: 6186.110352
	Iteration 4F: 3 clusters Score -3.164488e+07 nChanged 22053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171026 members 
Mstep: Class 2 contains 89901 members 
Entering Unmasked Estep 
Score: -31662064.000000 Penalty: 6186.110352
	Iteration 5F: 3 clusters Score -3.166206e+07 nChanged 22797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185509 members 
Mstep: Class 2 contains 75418 members 
Entering Unmasked Estep 
Score: -31679030.000000 Penalty: 6186.110352
	Iteration 6F: 3 clusters Score -3.167903e+07 nChanged 18920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198565 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -31692088.000000 Penalty: 6186.110352
	Iteration 7F: 3 clusters Score -3.169209e+07 nChanged 13486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208759 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -31703988.000000 Penalty: 6186.110352
	Iteration 8F: 3 clusters Score -3.170399e+07 nChanged 9096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215799 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -31716102.000000 Penalty: 6186.110352
	Iteration 9Q: 3 clusters Score -3.17161e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219874 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -31722386.000000 Penalty: 6186.110352
	Iteration 10Q: 3 clusters Score -3.172239e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222757 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -31725182.000000 Penalty: 6186.110352
	Iteration 11Q: 3 clusters Score -3.172518e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225060 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -31726432.000000 Penalty: 6186.110352
	Iteration 12Q: 3 clusters Score -3.172643e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226908 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -31727202.000000 Penalty: 6186.110352
	Iteration 13Q: 3 clusters Score -3.17272e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228244 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -31727520.000000 Penalty: 6186.110352
	Iteration 14Q: 3 clusters Score -3.172752e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229290 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -31727564.000000 Penalty: 6186.110352
	Iteration 15Q: 3 clusters Score -3.172756e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230020 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -31727620.000000 Penalty: 6186.110352
	Iteration 16Q: 3 clusters Score -3.172762e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230571 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -31727740.000000 Penalty: 6186.110352
	Iteration 17Q: 3 clusters Score -3.172774e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230982 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -31727798.000000 Penalty: 6186.110352
	Iteration 18Q: 3 clusters Score -3.17278e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231319 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -31727836.000000 Penalty: 6186.110352
	Iteration 19Q: 3 clusters Score -3.172784e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231600 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -31727864.000000 Penalty: 6186.110352
	Iteration 20F: 3 clusters Score -3.172786e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231830 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -31727890.000000 Penalty: 6186.110352
	Iteration 21Q: 3 clusters Score -3.172789e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232020 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -31727882.000000 Penalty: 6186.110352
	Iteration 22Q: 3 clusters Score -3.172788e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232143 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -31727910.000000 Penalty: 6186.110352
	Iteration 23Q: 3 clusters Score -3.172791e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232225 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -31727872.000000 Penalty: 6186.110352
	Iteration 24Q: 3 clusters Score -3.172787e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232292 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -31727848.000000 Penalty: 6186.110352
	Iteration 25Q: 3 clusters Score -3.172785e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232354 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -31727814.000000 Penalty: 6186.110352
	Iteration 26Q: 3 clusters Score -3.172781e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232386 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -31727772.000000 Penalty: 6186.110352
	Iteration 27Q: 3 clusters Score -3.172777e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232408 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -31727760.000000 Penalty: 6186.110352
	Iteration 28Q: 3 clusters Score -3.172776e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232423 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -31727772.000000 Penalty: 6186.110352
	Iteration 29Q: 3 clusters Score -3.172777e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232438 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -31727756.000000 Penalty: 6186.110352
	Iteration 30Q: 3 clusters Score -3.172776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232447 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -31727772.000000 Penalty: 6186.110352
	Iteration 31Q: 3 clusters Score -3.172777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232454 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -31727760.000000 Penalty: 6186.110352
	Iteration 32Q: 3 clusters Score -3.172776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232462 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -31727744.000000 Penalty: 6186.110352
	Iteration 33Q: 3 clusters Score -3.172774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232469 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -31727752.000000 Penalty: 6186.110352
	Iteration 34Q: 3 clusters Score -3.172775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232477 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -31727766.000000 Penalty: 6186.110352
	Iteration 35Q: 3 clusters Score -3.172777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232481 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -31727760.000000 Penalty: 6186.110352
	Iteration 36Q: 3 clusters Score -3.172776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232484 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -31727750.000000 Penalty: 6186.110352
	Iteration 37Q: 3 clusters Score -3.172775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232485 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -31727760.000000 Penalty: 6186.110352
	Iteration 38Q: 3 clusters Score -3.172776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232486 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -31727764.000000 Penalty: 6186.110352
	Iteration 39Q: 3 clusters Score -3.172776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232487 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -31727768.000000 Penalty: 6186.110352
	Iteration 40F: 3 clusters Score -3.172777e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66195 members 
Mstep: Class 2 contains 11778 members 
Mstep: Class 3 contains 124936 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 44943 members 
Mstep: Class 6 contains 163232 members 
Mstep: Class 7 contains 67440 members 
Mstep: Class 8 contains 16668 members 
Mstep: Class 9 contains 5071 members 
Mstep: Class 10 contains 36967 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 190576 members 
Mstep: Class 13 contains 130652 members 
Mstep: Class 14 contains 23527 members 
Mstep: Class 15 contains 10828 members 
Mstep: Class 16 contains 9351 members 
Mstep: Class 17 contains 12944 members 
Mstep: Class 18 contains 30592 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 26148 members 
Mstep: Class 21 contains 232487 members 
Mstep: Class 22 contains 2114 members 
Mstep: Class 23 contains 61437 members 
Mstep: Class 24 contains 15192 members 
Mstep: Class 25 contains 8345 members 
Mstep: Class 26 contains 28440 members 
Entering Unmasked Estep 
Score: -158448944.000000 Penalty: 90934.093750
Splitting cluster 21 changes total score from -158437824.000000 to -158448944.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 22 (2114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Entering Unmasked Estep 
Score: -227394.734375 Penalty: 1898.771606
	Iteration 0F: 2 clusters Score -227394.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -224745.000000 Penalty: 3797.543213
	Iteration 0F: 3 clusters Score -224745 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -225729.218750 Penalty: 3797.543213
	Iteration 1F: 3 clusters Score -225729.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -227060.578125 Penalty: 3797.543213
	Iteration 2F: 3 clusters Score -227060.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -228826.156250 Penalty: 3797.543213
	Iteration 3F: 3 clusters Score -228826.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -229452.562500 Penalty: 3797.543213
	Iteration 4F: 3 clusters Score -229452.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -229525.078125 Penalty: 3797.543213
	Iteration 5Q: 3 clusters Score -229525.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -229574.656250 Penalty: 3797.543213
	Iteration 6Q: 3 clusters Score -229574.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -229610.796875 Penalty: 3797.543213
	Iteration 7Q: 3 clusters Score -229610.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -229621.812500 Penalty: 3797.543213
	Iteration 8Q: 3 clusters Score -229621.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -229624.500000 Penalty: 3797.543213
	Iteration 9Q: 3 clusters Score -229624.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -229625.046875 Penalty: 3797.543213
	Iteration 10Q: 3 clusters Score -229625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -229625.046875 Penalty: 3797.543213
	Iteration 11F: 3 clusters Score -229625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66195 members 
Mstep: Class 2 contains 11778 members 
Mstep: Class 3 contains 124936 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 44943 members 
Mstep: Class 6 contains 163232 members 
Mstep: Class 7 contains 67440 members 
Mstep: Class 8 contains 16668 members 
Mstep: Class 9 contains 5071 members 
Mstep: Class 10 contains 36967 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 190576 members 
Mstep: Class 13 contains 130652 members 
Mstep: Class 14 contains 23527 members 
Mstep: Class 15 contains 10828 members 
Mstep: Class 16 contains 9351 members 
Mstep: Class 17 contains 12944 members 
Mstep: Class 18 contains 30592 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 26148 members 
Mstep: Class 21 contains 232487 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 61437 members 
Mstep: Class 24 contains 15192 members 
Mstep: Class 25 contains 8345 members 
Mstep: Class 26 contains 28440 members 
Mstep: Class 27 contains 1196 members 
Entering Unmasked Estep 
Score: -158449728.000000 Penalty: 94431.562500
Splitting cluster 22 changes total score from -158437824.000000 to -158449728.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 23 (61437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61437 members 
Entering Unmasked Estep 
Score: -7320999.500000 Penalty: 2734.390381
	Iteration 0F: 2 clusters Score -7321000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -7279734.000000 Penalty: 5468.780762
	Iteration 0F: 3 clusters Score -7279734 nChanged 28606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -7296095.000000 Penalty: 5468.780762
	Iteration 1F: 3 clusters Score -7296095 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -7296961.000000 Penalty: 5468.780762
	Iteration 2Q: 3 clusters Score -7296961 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -7297972.000000 Penalty: 5468.780762
	Iteration 3Q: 3 clusters Score -7297972 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -7299391.500000 Penalty: 5468.780762
	Iteration 4Q: 3 clusters Score -7299392 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -7301163.500000 Penalty: 5468.780762
	Iteration 5F: 3 clusters Score -7301164 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -7303200.000000 Penalty: 5468.780762
	Iteration 6F: 3 clusters Score -7303200 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -7305419.500000 Penalty: 5468.780762
	Iteration 7F: 3 clusters Score -7305420 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -7307349.000000 Penalty: 5468.780762
	Iteration 8F: 3 clusters Score -7307349 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -7308790.000000 Penalty: 5468.780762
	Iteration 9F: 3 clusters Score -7308790 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -7309777.000000 Penalty: 5468.780762
	Iteration 10Q: 3 clusters Score -7309777 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -7310367.000000 Penalty: 5468.780762
	Iteration 11Q: 3 clusters Score -7310367 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -7310756.500000 Penalty: 5468.780762
	Iteration 12Q: 3 clusters Score -7310756 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -7311037.000000 Penalty: 5468.780762
	Iteration 13Q: 3 clusters Score -7311037 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -7311349.000000 Penalty: 5468.780762
	Iteration 14Q: 3 clusters Score -7311349 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -7311605.000000 Penalty: 5468.780762
	Iteration 15Q: 3 clusters Score -7311605 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -7311772.500000 Penalty: 5468.780762
	Iteration 16Q: 3 clusters Score -7311772 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -7312036.000000 Penalty: 5468.780762
	Iteration 17Q: 3 clusters Score -7312036 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -7312253.500000 Penalty: 5468.780762
	Iteration 18Q: 3 clusters Score -7312254 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -7312339.000000 Penalty: 5468.780762
	Iteration 19Q: 3 clusters Score -7312339 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -7312458.500000 Penalty: 5468.780762
	Iteration 20F: 3 clusters Score -7312458 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -7312521.500000 Penalty: 5468.780762
	Iteration 21Q: 3 clusters Score -7312522 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -7312630.000000 Penalty: 5468.780762
	Iteration 22Q: 3 clusters Score -7312630 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -7312715.500000 Penalty: 5468.780762
	Iteration 23Q: 3 clusters Score -7312716 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -7312825.500000 Penalty: 5468.780762
	Iteration 24Q: 3 clusters Score -7312826 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -7312872.000000 Penalty: 5468.780762
	Iteration 25Q: 3 clusters Score -7312872 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -7312982.500000 Penalty: 5468.780762
	Iteration 26Q: 3 clusters Score -7312982 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -7313074.000000 Penalty: 5468.780762
	Iteration 27Q: 3 clusters Score -7313074 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -7313149.500000 Penalty: 5468.780762
	Iteration 28Q: 3 clusters Score -7313150 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -7313256.500000 Penalty: 5468.780762
	Iteration 29Q: 3 clusters Score -7313256 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -7313403.000000 Penalty: 5468.780762
	Iteration 30Q: 3 clusters Score -7313403 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -7313540.500000 Penalty: 5468.780762
	Iteration 31Q: 3 clusters Score -7313540 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -7313687.000000 Penalty: 5468.780762
	Iteration 32Q: 3 clusters Score -7313687 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -7313867.500000 Penalty: 5468.780762
	Iteration 33Q: 3 clusters Score -7313868 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -7314111.000000 Penalty: 5468.780762
	Iteration 34Q: 3 clusters Score -7314111 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -7314362.000000 Penalty: 5468.780762
	Iteration 35Q: 3 clusters Score -7314362 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -7314672.500000 Penalty: 5468.780762
	Iteration 36Q: 3 clusters Score -7314672 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -7314921.000000 Penalty: 5468.780762
	Iteration 37Q: 3 clusters Score -7314921 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -7315257.500000 Penalty: 5468.780762
	Iteration 38Q: 3 clusters Score -7315258 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -7315548.000000 Penalty: 5468.780762
	Iteration 39Q: 3 clusters Score -7315548 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -7315833.000000 Penalty: 5468.780762
	Iteration 40F: 3 clusters Score -7315833 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -7316153.000000 Penalty: 5468.780762
	Iteration 41Q: 3 clusters Score -7316153 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -7316478.000000 Penalty: 5468.780762
	Iteration 42Q: 3 clusters Score -7316478 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -7316802.000000 Penalty: 5468.780762
	Iteration 43Q: 3 clusters Score -7316802 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49697 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -7317152.500000 Penalty: 5468.780762
	Iteration 44Q: 3 clusters Score -7317152 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -7317583.500000 Penalty: 5468.780762
	Iteration 45Q: 3 clusters Score -7317584 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51588 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -7317987.000000 Penalty: 5468.780762
	Iteration 46Q: 3 clusters Score -7317987 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -7318297.500000 Penalty: 5468.780762
	Iteration 47Q: 3 clusters Score -7318298 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -7318601.000000 Penalty: 5468.780762
	Iteration 48Q: 3 clusters Score -7318601 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53838 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -7318809.500000 Penalty: 5468.780762
	Iteration 49Q: 3 clusters Score -7318810 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -7318998.000000 Penalty: 5468.780762
	Iteration 50Q: 3 clusters Score -7318998 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54835 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -7319110.000000 Penalty: 5468.780762
	Iteration 51Q: 3 clusters Score -7319110 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55208 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -7319201.000000 Penalty: 5468.780762
	Iteration 52Q: 3 clusters Score -7319201 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -7319293.000000 Penalty: 5468.780762
	Iteration 53Q: 3 clusters Score -7319293 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55820 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -7319364.500000 Penalty: 5468.780762
	Iteration 54Q: 3 clusters Score -7319364 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -7319399.000000 Penalty: 5468.780762
	Iteration 55Q: 3 clusters Score -7319399 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56223 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -7319437.000000 Penalty: 5468.780762
	Iteration 56Q: 3 clusters Score -7319437 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56391 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -7319472.500000 Penalty: 5468.780762
	Iteration 57Q: 3 clusters Score -7319472 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56509 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -7319478.000000 Penalty: 5468.780762
	Iteration 58Q: 3 clusters Score -7319478 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56621 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -7319506.000000 Penalty: 5468.780762
	Iteration 59Q: 3 clusters Score -7319506 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -7319536.500000 Penalty: 5468.780762
	Iteration 60F: 3 clusters Score -7319536 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -7319545.500000 Penalty: 5468.780762
	Iteration 61Q: 3 clusters Score -7319546 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56888 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -7319556.500000 Penalty: 5468.780762
	Iteration 62Q: 3 clusters Score -7319556 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56953 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -7319581.000000 Penalty: 5468.780762
	Iteration 63Q: 3 clusters Score -7319581 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57027 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -7319594.000000 Penalty: 5468.780762
	Iteration 64Q: 3 clusters Score -7319594 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -7319604.000000 Penalty: 5468.780762
	Iteration 65Q: 3 clusters Score -7319604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -7319614.500000 Penalty: 5468.780762
	Iteration 66Q: 3 clusters Score -7319614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57148 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -7319624.000000 Penalty: 5468.780762
	Iteration 67Q: 3 clusters Score -7319624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57178 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -7319613.000000 Penalty: 5468.780762
	Iteration 68Q: 3 clusters Score -7319613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57212 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -7319643.000000 Penalty: 5468.780762
	Iteration 69Q: 3 clusters Score -7319643 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57242 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -7319633.500000 Penalty: 5468.780762
	Iteration 70Q: 3 clusters Score -7319634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57267 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -7319623.000000 Penalty: 5468.780762
	Iteration 71Q: 3 clusters Score -7319623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57293 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -7319630.000000 Penalty: 5468.780762
	Iteration 72Q: 3 clusters Score -7319630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57322 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -7319629.500000 Penalty: 5468.780762
	Iteration 73Q: 3 clusters Score -7319630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57346 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -7319630.500000 Penalty: 5468.780762
	Iteration 74Q: 3 clusters Score -7319630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57371 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -7319629.000000 Penalty: 5468.780762
	Iteration 75Q: 3 clusters Score -7319629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -7319617.000000 Penalty: 5468.780762
	Iteration 76Q: 3 clusters Score -7319617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57428 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -7319640.000000 Penalty: 5468.780762
	Iteration 77Q: 3 clusters Score -7319640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57456 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -7319652.000000 Penalty: 5468.780762
	Iteration 78Q: 3 clusters Score -7319652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57483 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -7319659.000000 Penalty: 5468.780762
	Iteration 79Q: 3 clusters Score -7319659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57505 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -7319642.500000 Penalty: 5468.780762
	Iteration 80F: 3 clusters Score -7319642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -7319650.500000 Penalty: 5468.780762
	Iteration 81Q: 3 clusters Score -7319650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -7319654.500000 Penalty: 5468.780762
	Iteration 82Q: 3 clusters Score -7319654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -7319661.500000 Penalty: 5468.780762
	Iteration 83Q: 3 clusters Score -7319662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57585 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -7319661.500000 Penalty: 5468.780762
	Iteration 84Q: 3 clusters Score -7319662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57605 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -7319646.000000 Penalty: 5468.780762
	Iteration 85Q: 3 clusters Score -7319646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57619 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -7319658.000000 Penalty: 5468.780762
	Iteration 86Q: 3 clusters Score -7319658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -7319670.500000 Penalty: 5468.780762
	Iteration 87Q: 3 clusters Score -7319670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -7319666.000000 Penalty: 5468.780762
	Iteration 88Q: 3 clusters Score -7319666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -7319670.500000 Penalty: 5468.780762
	Iteration 89Q: 3 clusters Score -7319670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57653 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -7319673.000000 Penalty: 5468.780762
	Iteration 90Q: 3 clusters Score -7319673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -7319669.500000 Penalty: 5468.780762
	Iteration 91Q: 3 clusters Score -7319670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57673 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -7319677.500000 Penalty: 5468.780762
	Iteration 92Q: 3 clusters Score -7319678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -7319684.000000 Penalty: 5468.780762
	Iteration 93Q: 3 clusters Score -7319684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57694 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -7319680.500000 Penalty: 5468.780762
	Iteration 94Q: 3 clusters Score -7319680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -7319672.500000 Penalty: 5468.780762
	Iteration 95Q: 3 clusters Score -7319672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57703 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -7319674.500000 Penalty: 5468.780762
	Iteration 96Q: 3 clusters Score -7319674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -7319675.500000 Penalty: 5468.780762
	Iteration 97Q: 3 clusters Score -7319676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57709 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -7319667.000000 Penalty: 5468.780762
	Iteration 98Q: 3 clusters Score -7319667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57711 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -7319670.500000 Penalty: 5468.780762
	Iteration 99Q: 3 clusters Score -7319670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57712 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -7319666.500000 Penalty: 5468.780762
	Iteration 100F: 3 clusters Score -7319666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57713 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -7319666.500000 Penalty: 5468.780762
	Iteration 101Q: 3 clusters Score -7319666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57714 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -7319664.000000 Penalty: 5468.780762
	Iteration 102Q: 3 clusters Score -7319664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57714 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -7319664.000000 Penalty: 5468.780762
	Iteration 103F: 3 clusters Score -7319664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Entering Unmasked Estep 
Score: -1916759.750000 Penalty: 2387.874023
	Iteration 0F: 2 clusters Score -1916760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1905736.250000 Penalty: 4775.748047
	Iteration 0F: 3 clusters Score -1905736 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1909241.750000 Penalty: 4775.748047
	Iteration 1F: 3 clusters Score -1909242 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1909621.250000 Penalty: 4775.748047
	Iteration 2F: 3 clusters Score -1909621 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1909914.625000 Penalty: 4775.748047
	Iteration 3Q: 3 clusters Score -1909915 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1910152.375000 Penalty: 4775.748047
	Iteration 4Q: 3 clusters Score -1910152 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1910363.375000 Penalty: 4775.748047
	Iteration 5Q: 3 clusters Score -1910363 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1910553.125000 Penalty: 4775.748047
	Iteration 6Q: 3 clusters Score -1910553 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1910752.625000 Penalty: 4775.748047
	Iteration 7Q: 3 clusters Score -1910753 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1910975.500000 Penalty: 4775.748047
	Iteration 8Q: 3 clusters Score -1910976 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1911233.875000 Penalty: 4775.748047
	Iteration 9Q: 3 clusters Score -1911234 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1911588.500000 Penalty: 4775.748047
	Iteration 10Q: 3 clusters Score -1911588 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1912045.875000 Penalty: 4775.748047
	Iteration 11Q: 3 clusters Score -1912046 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1912521.250000 Penalty: 4775.748047
	Iteration 12Q: 3 clusters Score -1912521 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1913008.000000 Penalty: 4775.748047
	Iteration 13Q: 3 clusters Score -1913008 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1913462.625000 Penalty: 4775.748047
	Iteration 14Q: 3 clusters Score -1913463 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1913811.875000 Penalty: 4775.748047
	Iteration 15Q: 3 clusters Score -1913812 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1914110.375000 Penalty: 4775.748047
	Iteration 16Q: 3 clusters Score -1914110 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1914302.000000 Penalty: 4775.748047
	Iteration 17Q: 3 clusters Score -1914302 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1914432.750000 Penalty: 4775.748047
	Iteration 18Q: 3 clusters Score -1914433 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1914514.625000 Penalty: 4775.748047
	Iteration 19Q: 3 clusters Score -1914515 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1914557.375000 Penalty: 4775.748047
	Iteration 20F: 3 clusters Score -1914557 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1914595.250000 Penalty: 4775.748047
	Iteration 21Q: 3 clusters Score -1914595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1914626.375000 Penalty: 4775.748047
	Iteration 22Q: 3 clusters Score -1914626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1914643.375000 Penalty: 4775.748047
	Iteration 23Q: 3 clusters Score -1914643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1914662.000000 Penalty: 4775.748047
	Iteration 24Q: 3 clusters Score -1914662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1914680.000000 Penalty: 4775.748047
	Iteration 25Q: 3 clusters Score -1914680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1914687.500000 Penalty: 4775.748047
	Iteration 26Q: 3 clusters Score -1914688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1914689.750000 Penalty: 4775.748047
	Iteration 27Q: 3 clusters Score -1914690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1914690.875000 Penalty: 4775.748047
	Iteration 28Q: 3 clusters Score -1914691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1914692.625000 Penalty: 4775.748047
	Iteration 29Q: 3 clusters Score -1914693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1914694.000000 Penalty: 4775.748047
	Iteration 30Q: 3 clusters Score -1914694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1914695.875000 Penalty: 4775.748047
	Iteration 31Q: 3 clusters Score -1914696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1914696.125000 Penalty: 4775.748047
	Iteration 32Q: 3 clusters Score -1914696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1914698.250000 Penalty: 4775.748047
	Iteration 33Q: 3 clusters Score -1914698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1914698.250000 Penalty: 4775.748047
	Iteration 34F: 3 clusters Score -1914698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66195 members 
Mstep: Class 2 contains 11778 members 
Mstep: Class 3 contains 124936 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 44943 members 
Mstep: Class 6 contains 163232 members 
Mstep: Class 7 contains 67440 members 
Mstep: Class 8 contains 16668 members 
Mstep: Class 9 contains 5071 members 
Mstep: Class 10 contains 36967 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 190576 members 
Mstep: Class 13 contains 130652 members 
Mstep: Class 14 contains 23527 members 
Mstep: Class 15 contains 10828 members 
Mstep: Class 16 contains 9351 members 
Mstep: Class 17 contains 12944 members 
Mstep: Class 18 contains 30592 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 26148 members 
Mstep: Class 21 contains 232487 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 61437 members 
Mstep: Class 24 contains 15192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158453264.000000 Penalty: 94431.562500
Iteration 79Q: 28 clusters Score -1.584533e+08 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65944 members 
Mstep: Class 2 contains 11632 members 
Mstep: Class 3 contains 124643 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 45418 members 
Mstep: Class 6 contains 162713 members 
Mstep: Class 7 contains 67508 members 
Mstep: Class 8 contains 17056 members 
Mstep: Class 9 contains 6184 members 
Mstep: Class 10 contains 37010 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 190480 members 
Mstep: Class 13 contains 130222 members 
Mstep: Class 14 contains 23522 members 
Mstep: Class 15 contains 10830 members 
Mstep: Class 16 contains 9390 members 
Mstep: Class 17 contains 12882 members 
Mstep: Class 18 contains 30681 members 
Mstep: Class 19 contains 11372 members 
Mstep: Class 20 contains 26187 members 
Mstep: Class 21 contains 232764 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 61444 members 
Mstep: Class 24 contains 15225 members 
Mstep: Class 25 contains 7880 members 
Mstep: Class 26 contains 28111 members 
Mstep: Class 27 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158455056.000000 Penalty: 94431.562500
Iteration 80F: 28 clusters Score -1.584551e+08 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65768 members 
Mstep: Class 2 contains 11584 members 
Mstep: Class 3 contains 124230 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 45573 members 
Mstep: Class 6 contains 162323 members 
Mstep: Class 7 contains 67499 members 
Mstep: Class 8 contains 16805 members 
Mstep: Class 9 contains 6942 members 
Mstep: Class 10 contains 37037 members 
Mstep: Class 11 contains 929 members 
Mstep: Class 12 contains 190318 members 
Mstep: Class 13 contains 129926 members 
Mstep: Class 14 contains 23523 members 
Mstep: Class 15 contains 10810 members 
Mstep: Class 16 contains 9402 members 
Mstep: Class 17 contains 12859 members 
Mstep: Class 18 contains 30733 members 
Mstep: Class 19 contains 11370 members 
Mstep: Class 20 contains 26261 members 
Mstep: Class 21 contains 232492 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 60955 members 
Mstep: Class 24 contains 15258 members 
Mstep: Class 25 contains 8534 members 
Mstep: Class 26 contains 28903 members 
Mstep: Class 27 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456144.000000 Penalty: 94431.562500
Iteration 81Q: 28 clusters Score -1.584561e+08 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65656 members 
Mstep: Class 2 contains 11553 members 
Mstep: Class 3 contains 123910 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 45833 members 
Mstep: Class 6 contains 162039 members 
Mstep: Class 7 contains 67477 members 
Mstep: Class 8 contains 16660 members 
Mstep: Class 9 contains 7385 members 
Mstep: Class 10 contains 37067 members 
Mstep: Class 11 contains 929 members 
Mstep: Class 12 contains 190252 members 
Mstep: Class 13 contains 129728 members 
Mstep: Class 14 contains 23517 members 
Mstep: Class 15 contains 10774 members 
Mstep: Class 16 contains 9404 members 
Mstep: Class 17 contains 12864 members 
Mstep: Class 18 contains 30787 members 
Mstep: Class 19 contains 11354 members 
Mstep: Class 20 contains 26302 members 
Mstep: Class 21 contains 232288 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 60663 members 
Mstep: Class 24 contains 15291 members 
Mstep: Class 25 contains 8958 members 
Mstep: Class 26 contains 29342 members 
Mstep: Class 27 contains 1199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158455856.000000 Penalty: 94431.562500
Iteration 82Q: 28 clusters Score -1.584559e+08 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65574 members 
Mstep: Class 2 contains 11557 members 
Mstep: Class 3 contains 123630 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 46064 members 
Mstep: Class 6 contains 161850 members 
Mstep: Class 7 contains 67468 members 
Mstep: Class 8 contains 16530 members 
Mstep: Class 9 contains 7694 members 
Mstep: Class 10 contains 37101 members 
Mstep: Class 11 contains 927 members 
Mstep: Class 12 contains 190249 members 
Mstep: Class 13 contains 129576 members 
Mstep: Class 14 contains 23504 members 
Mstep: Class 15 contains 10743 members 
Mstep: Class 16 contains 9422 members 
Mstep: Class 17 contains 12868 members 
Mstep: Class 18 contains 30832 members 
Mstep: Class 19 contains 11340 members 
Mstep: Class 20 contains 26330 members 
Mstep: Class 21 contains 232077 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 60444 members 
Mstep: Class 24 contains 15328 members 
Mstep: Class 25 contains 9231 members 
Mstep: Class 26 contains 29694 members 
Mstep: Class 27 contains 1199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158455824.000000 Penalty: 94431.562500
Iteration 83Q: 28 clusters Score -1.584558e+08 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65519 members 
Mstep: Class 2 contains 11577 members 
Mstep: Class 3 contains 123405 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 46238 members 
Mstep: Class 6 contains 161705 members 
Mstep: Class 7 contains 67445 members 
Mstep: Class 8 contains 16445 members 
Mstep: Class 9 contains 7882 members 
Mstep: Class 10 contains 37122 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 190278 members 
Mstep: Class 13 contains 129482 members 
Mstep: Class 14 contains 23504 members 
Mstep: Class 15 contains 10710 members 
Mstep: Class 16 contains 9434 members 
Mstep: Class 17 contains 12868 members 
Mstep: Class 18 contains 30874 members 
Mstep: Class 19 contains 11328 members 
Mstep: Class 20 contains 26359 members 
Mstep: Class 21 contains 231840 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 60293 members 
Mstep: Class 24 contains 15359 members 
Mstep: Class 25 contains 9446 members 
Mstep: Class 26 contains 29992 members 
Mstep: Class 27 contains 1199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456064.000000 Penalty: 94431.562500
Iteration 84Q: 28 clusters Score -1.584561e+08 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65476 members 
Mstep: Class 2 contains 11593 members 
Mstep: Class 3 contains 123203 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 46399 members 
Mstep: Class 6 contains 161604 members 
Mstep: Class 7 contains 67421 members 
Mstep: Class 8 contains 16381 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 37139 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 190330 members 
Mstep: Class 13 contains 129413 members 
Mstep: Class 14 contains 23496 members 
Mstep: Class 15 contains 10676 members 
Mstep: Class 16 contains 9435 members 
Mstep: Class 17 contains 12868 members 
Mstep: Class 18 contains 30917 members 
Mstep: Class 19 contains 11321 members 
Mstep: Class 20 contains 26383 members 
Mstep: Class 21 contains 231634 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 60174 members 
Mstep: Class 24 contains 15385 members 
Mstep: Class 25 contains 9602 members 
Mstep: Class 26 contains 30232 members 
Mstep: Class 27 contains 1199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456160.000000 Penalty: 94431.562500
Iteration 85Q: 28 clusters Score -1.584562e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65452 members 
Mstep: Class 2 contains 11594 members 
Mstep: Class 3 contains 123046 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 46543 members 
Mstep: Class 6 contains 161520 members 
Mstep: Class 7 contains 67408 members 
Mstep: Class 8 contains 16319 members 
Mstep: Class 9 contains 8125 members 
Mstep: Class 10 contains 37158 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 190393 members 
Mstep: Class 13 contains 129350 members 
Mstep: Class 14 contains 23494 members 
Mstep: Class 15 contains 10647 members 
Mstep: Class 16 contains 9430 members 
Mstep: Class 17 contains 12863 members 
Mstep: Class 18 contains 30959 members 
Mstep: Class 19 contains 11306 members 
Mstep: Class 20 contains 26406 members 
Mstep: Class 21 contains 231498 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 60058 members 
Mstep: Class 24 contains 15401 members 
Mstep: Class 25 contains 9728 members 
Mstep: Class 26 contains 30412 members 
Mstep: Class 27 contains 1199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158455904.000000 Penalty: 94431.562500
Iteration 86Q: 28 clusters Score -1.584559e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 11605 members 
Mstep: Class 3 contains 122901 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 46645 members 
Mstep: Class 6 contains 161466 members 
Mstep: Class 7 contains 67393 members 
Mstep: Class 8 contains 16275 members 
Mstep: Class 9 contains 8200 members 
Mstep: Class 10 contains 37181 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 190460 members 
Mstep: Class 13 contains 129306 members 
Mstep: Class 14 contains 23494 members 
Mstep: Class 15 contains 10624 members 
Mstep: Class 16 contains 9424 members 
Mstep: Class 17 contains 12859 members 
Mstep: Class 18 contains 30989 members 
Mstep: Class 19 contains 11298 members 
Mstep: Class 20 contains 26426 members 
Mstep: Class 21 contains 231345 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 59969 members 
Mstep: Class 24 contains 15421 members 
Mstep: Class 25 contains 9832 members 
Mstep: Class 26 contains 30572 members 
Mstep: Class 27 contains 1200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456272.000000 Penalty: 94431.562500
Iteration 87Q: 28 clusters Score -1.584563e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65395 members 
Mstep: Class 2 contains 11615 members 
Mstep: Class 3 contains 122774 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 46774 members 
Mstep: Class 6 contains 161408 members 
Mstep: Class 7 contains 67380 members 
Mstep: Class 8 contains 16230 members 
Mstep: Class 9 contains 8245 members 
Mstep: Class 10 contains 37210 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 190528 members 
Mstep: Class 13 contains 129269 members 
Mstep: Class 14 contains 23483 members 
Mstep: Class 15 contains 10581 members 
Mstep: Class 16 contains 9423 members 
Mstep: Class 17 contains 12858 members 
Mstep: Class 18 contains 31024 members 
Mstep: Class 19 contains 11290 members 
Mstep: Class 20 contains 26461 members 
Mstep: Class 21 contains 231182 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 59893 members 
Mstep: Class 24 contains 15442 members 
Mstep: Class 25 contains 9912 members 
Mstep: Class 26 contains 30732 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456320.000000 Penalty: 94431.562500
Iteration 88Q: 28 clusters Score -1.584563e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65369 members 
Mstep: Class 2 contains 11626 members 
Mstep: Class 3 contains 122650 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 46885 members 
Mstep: Class 6 contains 161365 members 
Mstep: Class 7 contains 67380 members 
Mstep: Class 8 contains 16198 members 
Mstep: Class 9 contains 8290 members 
Mstep: Class 10 contains 37232 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 190573 members 
Mstep: Class 13 contains 129243 members 
Mstep: Class 14 contains 23481 members 
Mstep: Class 15 contains 10557 members 
Mstep: Class 16 contains 9419 members 
Mstep: Class 17 contains 12849 members 
Mstep: Class 18 contains 31043 members 
Mstep: Class 19 contains 11282 members 
Mstep: Class 20 contains 26492 members 
Mstep: Class 21 contains 231043 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 59830 members 
Mstep: Class 24 contains 15459 members 
Mstep: Class 25 contains 9980 members 
Mstep: Class 26 contains 30863 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456240.000000 Penalty: 94431.562500
Iteration 89Q: 28 clusters Score -1.584562e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65352 members 
Mstep: Class 2 contains 11644 members 
Mstep: Class 3 contains 122536 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 46977 members 
Mstep: Class 6 contains 161327 members 
Mstep: Class 7 contains 67372 members 
Mstep: Class 8 contains 16159 members 
Mstep: Class 9 contains 8331 members 
Mstep: Class 10 contains 37240 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 190629 members 
Mstep: Class 13 contains 129219 members 
Mstep: Class 14 contains 23474 members 
Mstep: Class 15 contains 10535 members 
Mstep: Class 16 contains 9420 members 
Mstep: Class 17 contains 12833 members 
Mstep: Class 18 contains 31071 members 
Mstep: Class 19 contains 11275 members 
Mstep: Class 20 contains 26519 members 
Mstep: Class 21 contains 230934 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 59769 members 
Mstep: Class 24 contains 15479 members 
Mstep: Class 25 contains 10047 members 
Mstep: Class 26 contains 30967 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158455920.000000 Penalty: 94431.562500
Iteration 90Q: 28 clusters Score -1.584559e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65337 members 
Mstep: Class 2 contains 11656 members 
Mstep: Class 3 contains 122417 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47057 members 
Mstep: Class 6 contains 161298 members 
Mstep: Class 7 contains 67364 members 
Mstep: Class 8 contains 16134 members 
Mstep: Class 9 contains 8363 members 
Mstep: Class 10 contains 37245 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 190689 members 
Mstep: Class 13 contains 129195 members 
Mstep: Class 14 contains 23473 members 
Mstep: Class 15 contains 10521 members 
Mstep: Class 16 contains 9414 members 
Mstep: Class 17 contains 12809 members 
Mstep: Class 18 contains 31079 members 
Mstep: Class 19 contains 11275 members 
Mstep: Class 20 contains 26557 members 
Mstep: Class 21 contains 230843 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 59717 members 
Mstep: Class 24 contains 15491 members 
Mstep: Class 25 contains 10119 members 
Mstep: Class 26 contains 31055 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456192.000000 Penalty: 94431.562500
Iteration 91Q: 28 clusters Score -1.584562e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65335 members 
Mstep: Class 2 contains 11675 members 
Mstep: Class 3 contains 122297 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47127 members 
Mstep: Class 6 contains 161261 members 
Mstep: Class 7 contains 67359 members 
Mstep: Class 8 contains 16110 members 
Mstep: Class 9 contains 8388 members 
Mstep: Class 10 contains 37251 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 190752 members 
Mstep: Class 13 contains 129171 members 
Mstep: Class 14 contains 23471 members 
Mstep: Class 15 contains 10513 members 
Mstep: Class 16 contains 9412 members 
Mstep: Class 17 contains 12795 members 
Mstep: Class 18 contains 31089 members 
Mstep: Class 19 contains 11269 members 
Mstep: Class 20 contains 26585 members 
Mstep: Class 21 contains 230750 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 59668 members 
Mstep: Class 24 contains 15498 members 
Mstep: Class 25 contains 10190 members 
Mstep: Class 26 contains 31143 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456480.000000 Penalty: 94431.562500
Iteration 92Q: 28 clusters Score -1.584565e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65330 members 
Mstep: Class 2 contains 11685 members 
Mstep: Class 3 contains 122203 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47196 members 
Mstep: Class 6 contains 161233 members 
Mstep: Class 7 contains 67354 members 
Mstep: Class 8 contains 16082 members 
Mstep: Class 9 contains 8415 members 
Mstep: Class 10 contains 37260 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 190799 members 
Mstep: Class 13 contains 129141 members 
Mstep: Class 14 contains 23469 members 
Mstep: Class 15 contains 10486 members 
Mstep: Class 16 contains 9413 members 
Mstep: Class 17 contains 12791 members 
Mstep: Class 18 contains 31099 members 
Mstep: Class 19 contains 11270 members 
Mstep: Class 20 contains 26608 members 
Mstep: Class 21 contains 230670 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 59623 members 
Mstep: Class 24 contains 15506 members 
Mstep: Class 25 contains 10250 members 
Mstep: Class 26 contains 31224 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456320.000000 Penalty: 94431.562500
Iteration 93Q: 28 clusters Score -1.584563e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65327 members 
Mstep: Class 2 contains 11692 members 
Mstep: Class 3 contains 122133 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47271 members 
Mstep: Class 6 contains 161208 members 
Mstep: Class 7 contains 67356 members 
Mstep: Class 8 contains 16056 members 
Mstep: Class 9 contains 8440 members 
Mstep: Class 10 contains 37262 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 190832 members 
Mstep: Class 13 contains 129111 members 
Mstep: Class 14 contains 23463 members 
Mstep: Class 15 contains 10469 members 
Mstep: Class 16 contains 9401 members 
Mstep: Class 17 contains 12792 members 
Mstep: Class 18 contains 31105 members 
Mstep: Class 19 contains 11270 members 
Mstep: Class 20 contains 26625 members 
Mstep: Class 21 contains 230605 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 59586 members 
Mstep: Class 24 contains 15515 members 
Mstep: Class 25 contains 10298 members 
Mstep: Class 26 contains 31289 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456416.000000 Penalty: 94431.562500
Iteration 94Q: 28 clusters Score -1.584564e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 11705 members 
Mstep: Class 3 contains 122058 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47347 members 
Mstep: Class 6 contains 161195 members 
Mstep: Class 7 contains 67348 members 
Mstep: Class 8 contains 16032 members 
Mstep: Class 9 contains 8467 members 
Mstep: Class 10 contains 37265 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 190863 members 
Mstep: Class 13 contains 129079 members 
Mstep: Class 14 contains 23457 members 
Mstep: Class 15 contains 10449 members 
Mstep: Class 16 contains 9392 members 
Mstep: Class 17 contains 12794 members 
Mstep: Class 18 contains 31113 members 
Mstep: Class 19 contains 11268 members 
Mstep: Class 20 contains 26636 members 
Mstep: Class 21 contains 230542 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 59565 members 
Mstep: Class 24 contains 15526 members 
Mstep: Class 25 contains 10332 members 
Mstep: Class 26 contains 31345 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456288.000000 Penalty: 94431.562500
Iteration 95Q: 28 clusters Score -1.584563e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65327 members 
Mstep: Class 2 contains 11717 members 
Mstep: Class 3 contains 121982 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47419 members 
Mstep: Class 6 contains 161178 members 
Mstep: Class 7 contains 67338 members 
Mstep: Class 8 contains 16025 members 
Mstep: Class 9 contains 8482 members 
Mstep: Class 10 contains 37280 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 190910 members 
Mstep: Class 13 contains 129057 members 
Mstep: Class 14 contains 23458 members 
Mstep: Class 15 contains 10410 members 
Mstep: Class 16 contains 9381 members 
Mstep: Class 17 contains 12804 members 
Mstep: Class 18 contains 31122 members 
Mstep: Class 19 contains 11266 members 
Mstep: Class 20 contains 26649 members 
Mstep: Class 21 contains 230471 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 59553 members 
Mstep: Class 24 contains 15537 members 
Mstep: Class 25 contains 10354 members 
Mstep: Class 26 contains 31387 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456496.000000 Penalty: 94431.562500
Iteration 96Q: 28 clusters Score -1.584565e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 11718 members 
Mstep: Class 3 contains 121918 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47494 members 
Mstep: Class 6 contains 161165 members 
Mstep: Class 7 contains 67325 members 
Mstep: Class 8 contains 16014 members 
Mstep: Class 9 contains 8493 members 
Mstep: Class 10 contains 37286 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 190951 members 
Mstep: Class 13 contains 129037 members 
Mstep: Class 14 contains 23455 members 
Mstep: Class 15 contains 10394 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 12810 members 
Mstep: Class 18 contains 31128 members 
Mstep: Class 19 contains 11264 members 
Mstep: Class 20 contains 26664 members 
Mstep: Class 21 contains 230415 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 59546 members 
Mstep: Class 24 contains 15548 members 
Mstep: Class 25 contains 10370 members 
Mstep: Class 26 contains 31419 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456480.000000 Penalty: 94431.562500
Iteration 97Q: 28 clusters Score -1.584565e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65331 members 
Mstep: Class 2 contains 11719 members 
Mstep: Class 3 contains 121842 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47551 members 
Mstep: Class 6 contains 161155 members 
Mstep: Class 7 contains 67315 members 
Mstep: Class 8 contains 16001 members 
Mstep: Class 9 contains 8495 members 
Mstep: Class 10 contains 37288 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 190993 members 
Mstep: Class 13 contains 129019 members 
Mstep: Class 14 contains 23458 members 
Mstep: Class 15 contains 10388 members 
Mstep: Class 16 contains 9347 members 
Mstep: Class 17 contains 12829 members 
Mstep: Class 18 contains 31135 members 
Mstep: Class 19 contains 11258 members 
Mstep: Class 20 contains 26672 members 
Mstep: Class 21 contains 230383 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 59536 members 
Mstep: Class 24 contains 15560 members 
Mstep: Class 25 contains 10391 members 
Mstep: Class 26 contains 31442 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456416.000000 Penalty: 94431.562500
Iteration 98Q: 28 clusters Score -1.584564e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65327 members 
Mstep: Class 2 contains 11723 members 
Mstep: Class 3 contains 121771 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47619 members 
Mstep: Class 6 contains 161141 members 
Mstep: Class 7 contains 67311 members 
Mstep: Class 8 contains 15998 members 
Mstep: Class 9 contains 8508 members 
Mstep: Class 10 contains 37299 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 191042 members 
Mstep: Class 13 contains 129001 members 
Mstep: Class 14 contains 23457 members 
Mstep: Class 15 contains 10361 members 
Mstep: Class 16 contains 9324 members 
Mstep: Class 17 contains 12853 members 
Mstep: Class 18 contains 31144 members 
Mstep: Class 19 contains 11247 members 
Mstep: Class 20 contains 26677 members 
Mstep: Class 21 contains 230347 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 59524 members 
Mstep: Class 24 contains 15568 members 
Mstep: Class 25 contains 10407 members 
Mstep: Class 26 contains 31459 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456656.000000 Penalty: 94431.562500
Iteration 99Q: 28 clusters Score -1.584567e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65326 members 
Mstep: Class 2 contains 11726 members 
Mstep: Class 3 contains 121691 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47671 members 
Mstep: Class 6 contains 161123 members 
Mstep: Class 7 contains 67302 members 
Mstep: Class 8 contains 15992 members 
Mstep: Class 9 contains 8521 members 
Mstep: Class 10 contains 37308 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 191098 members 
Mstep: Class 13 contains 128989 members 
Mstep: Class 14 contains 23460 members 
Mstep: Class 15 contains 10354 members 
Mstep: Class 16 contains 9283 members 
Mstep: Class 17 contains 12874 members 
Mstep: Class 18 contains 31154 members 
Mstep: Class 19 contains 11244 members 
Mstep: Class 20 contains 26682 members 
Mstep: Class 21 contains 230311 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 59523 members 
Mstep: Class 24 contains 15580 members 
Mstep: Class 25 contains 10420 members 
Mstep: Class 26 contains 31476 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456784.000000 Penalty: 94431.562500
Iteration 100F: 28 clusters Score -1.584568e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65326 members 
Mstep: Class 2 contains 11725 members 
Mstep: Class 3 contains 121621 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47713 members 
Mstep: Class 6 contains 161097 members 
Mstep: Class 7 contains 67292 members 
Mstep: Class 8 contains 15980 members 
Mstep: Class 9 contains 8529 members 
Mstep: Class 10 contains 37312 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 191148 members 
Mstep: Class 13 contains 128983 members 
Mstep: Class 14 contains 23461 members 
Mstep: Class 15 contains 10352 members 
Mstep: Class 16 contains 9243 members 
Mstep: Class 17 contains 12904 members 
Mstep: Class 18 contains 31171 members 
Mstep: Class 19 contains 11237 members 
Mstep: Class 20 contains 26689 members 
Mstep: Class 21 contains 230300 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 59511 members 
Mstep: Class 24 contains 15591 members 
Mstep: Class 25 contains 10435 members 
Mstep: Class 26 contains 31488 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456928.000000 Penalty: 94431.562500
Iteration 101Q: 28 clusters Score -1.584569e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65324 members 
Mstep: Class 2 contains 11726 members 
Mstep: Class 3 contains 121553 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47746 members 
Mstep: Class 6 contains 161071 members 
Mstep: Class 7 contains 67286 members 
Mstep: Class 8 contains 15966 members 
Mstep: Class 9 contains 8533 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 191202 members 
Mstep: Class 13 contains 128969 members 
Mstep: Class 14 contains 23465 members 
Mstep: Class 15 contains 10339 members 
Mstep: Class 16 contains 9222 members 
Mstep: Class 17 contains 12923 members 
Mstep: Class 18 contains 31182 members 
Mstep: Class 19 contains 11233 members 
Mstep: Class 20 contains 26706 members 
Mstep: Class 21 contains 230281 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 59516 members 
Mstep: Class 24 contains 15598 members 
Mstep: Class 25 contains 10449 members 
Mstep: Class 26 contains 31497 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457024.000000 Penalty: 94431.562500
Iteration 102Q: 28 clusters Score -1.58457e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65331 members 
Mstep: Class 2 contains 11729 members 
Mstep: Class 3 contains 121487 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47762 members 
Mstep: Class 6 contains 161037 members 
Mstep: Class 7 contains 67281 members 
Mstep: Class 8 contains 15955 members 
Mstep: Class 9 contains 8543 members 
Mstep: Class 10 contains 37326 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 191250 members 
Mstep: Class 13 contains 128942 members 
Mstep: Class 14 contains 23473 members 
Mstep: Class 15 contains 10326 members 
Mstep: Class 16 contains 9227 members 
Mstep: Class 17 contains 12917 members 
Mstep: Class 18 contains 31198 members 
Mstep: Class 19 contains 11233 members 
Mstep: Class 20 contains 26723 members 
Mstep: Class 21 contains 230280 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 59505 members 
Mstep: Class 24 contains 15607 members 
Mstep: Class 25 contains 10467 members 
Mstep: Class 26 contains 31505 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457120.000000 Penalty: 94431.562500
Iteration 103Q: 28 clusters Score -1.584571e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65335 members 
Mstep: Class 2 contains 11732 members 
Mstep: Class 3 contains 121418 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47778 members 
Mstep: Class 6 contains 161005 members 
Mstep: Class 7 contains 67275 members 
Mstep: Class 8 contains 15951 members 
Mstep: Class 9 contains 8553 members 
Mstep: Class 10 contains 37330 members 
Mstep: Class 11 contains 930 members 
Mstep: Class 12 contains 191303 members 
Mstep: Class 13 contains 128926 members 
Mstep: Class 14 contains 23478 members 
Mstep: Class 15 contains 10320 members 
Mstep: Class 16 contains 9243 members 
Mstep: Class 17 contains 12874 members 
Mstep: Class 18 contains 31216 members 
Mstep: Class 19 contains 11229 members 
Mstep: Class 20 contains 26743 members 
Mstep: Class 21 contains 230288 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 59497 members 
Mstep: Class 24 contains 15621 members 
Mstep: Class 25 contains 10479 members 
Mstep: Class 26 contains 31509 members 
Mstep: Class 27 contains 1200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457248.000000 Penalty: 94431.562500
Iteration 104Q: 28 clusters Score -1.584572e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65336 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 121354 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47796 members 
Mstep: Class 6 contains 160973 members 
Mstep: Class 7 contains 67269 members 
Mstep: Class 8 contains 15945 members 
Mstep: Class 9 contains 8554 members 
Mstep: Class 10 contains 37332 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 191343 members 
Mstep: Class 13 contains 128913 members 
Mstep: Class 14 contains 23485 members 
Mstep: Class 15 contains 10310 members 
Mstep: Class 16 contains 9290 members 
Mstep: Class 17 contains 12822 members 
Mstep: Class 18 contains 31224 members 
Mstep: Class 19 contains 11226 members 
Mstep: Class 20 contains 26756 members 
Mstep: Class 21 contains 230296 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 59502 members 
Mstep: Class 24 contains 15634 members 
Mstep: Class 25 contains 10491 members 
Mstep: Class 26 contains 31515 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457104.000000 Penalty: 94431.562500
Iteration 105Q: 28 clusters Score -1.584571e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65343 members 
Mstep: Class 2 contains 11737 members 
Mstep: Class 3 contains 121289 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47829 members 
Mstep: Class 6 contains 160946 members 
Mstep: Class 7 contains 67267 members 
Mstep: Class 8 contains 15934 members 
Mstep: Class 9 contains 8552 members 
Mstep: Class 10 contains 37333 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 191383 members 
Mstep: Class 13 contains 128905 members 
Mstep: Class 14 contains 23487 members 
Mstep: Class 15 contains 10299 members 
Mstep: Class 16 contains 9342 members 
Mstep: Class 17 contains 12766 members 
Mstep: Class 18 contains 31229 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 26770 members 
Mstep: Class 21 contains 230286 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 59519 members 
Mstep: Class 24 contains 15644 members 
Mstep: Class 25 contains 10500 members 
Mstep: Class 26 contains 31518 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456992.000000 Penalty: 94431.562500
Iteration 106Q: 28 clusters Score -1.58457e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65353 members 
Mstep: Class 2 contains 11737 members 
Mstep: Class 3 contains 121228 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47857 members 
Mstep: Class 6 contains 160924 members 
Mstep: Class 7 contains 67273 members 
Mstep: Class 8 contains 15926 members 
Mstep: Class 9 contains 8554 members 
Mstep: Class 10 contains 37335 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 191409 members 
Mstep: Class 13 contains 128896 members 
Mstep: Class 14 contains 23491 members 
Mstep: Class 15 contains 10292 members 
Mstep: Class 16 contains 9393 members 
Mstep: Class 17 contains 12703 members 
Mstep: Class 18 contains 31228 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 26788 members 
Mstep: Class 21 contains 230279 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 59529 members 
Mstep: Class 24 contains 15652 members 
Mstep: Class 25 contains 10504 members 
Mstep: Class 26 contains 31525 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457056.000000 Penalty: 94431.562500
Iteration 107Q: 28 clusters Score -1.584571e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65359 members 
Mstep: Class 2 contains 11743 members 
Mstep: Class 3 contains 121163 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47886 members 
Mstep: Class 6 contains 160886 members 
Mstep: Class 7 contains 67272 members 
Mstep: Class 8 contains 15915 members 
Mstep: Class 9 contains 8557 members 
Mstep: Class 10 contains 37332 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 191446 members 
Mstep: Class 13 contains 128893 members 
Mstep: Class 14 contains 23490 members 
Mstep: Class 15 contains 10284 members 
Mstep: Class 16 contains 9449 members 
Mstep: Class 17 contains 12661 members 
Mstep: Class 18 contains 31233 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 26802 members 
Mstep: Class 21 contains 230276 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 59531 members 
Mstep: Class 24 contains 15662 members 
Mstep: Class 25 contains 10508 members 
Mstep: Class 26 contains 31530 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457216.000000 Penalty: 94431.562500
Iteration 108Q: 28 clusters Score -1.584572e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65362 members 
Mstep: Class 2 contains 11748 members 
Mstep: Class 3 contains 121100 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47909 members 
Mstep: Class 6 contains 160864 members 
Mstep: Class 7 contains 67276 members 
Mstep: Class 8 contains 15909 members 
Mstep: Class 9 contains 8559 members 
Mstep: Class 10 contains 37334 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 191484 members 
Mstep: Class 13 contains 128895 members 
Mstep: Class 14 contains 23491 members 
Mstep: Class 15 contains 10271 members 
Mstep: Class 16 contains 9488 members 
Mstep: Class 17 contains 12619 members 
Mstep: Class 18 contains 31235 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 26813 members 
Mstep: Class 21 contains 230272 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 59534 members 
Mstep: Class 24 contains 15670 members 
Mstep: Class 25 contains 10510 members 
Mstep: Class 26 contains 31535 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457120.000000 Penalty: 94431.562500
Iteration 109Q: 28 clusters Score -1.584571e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65366 members 
Mstep: Class 2 contains 11751 members 
Mstep: Class 3 contains 121025 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47947 members 
Mstep: Class 6 contains 160845 members 
Mstep: Class 7 contains 67284 members 
Mstep: Class 8 contains 15899 members 
Mstep: Class 9 contains 8559 members 
Mstep: Class 10 contains 37338 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 191517 members 
Mstep: Class 13 contains 128891 members 
Mstep: Class 14 contains 23497 members 
Mstep: Class 15 contains 10260 members 
Mstep: Class 16 contains 9511 members 
Mstep: Class 17 contains 12579 members 
Mstep: Class 18 contains 31236 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 26823 members 
Mstep: Class 21 contains 230278 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 59542 members 
Mstep: Class 24 contains 15676 members 
Mstep: Class 25 contains 10514 members 
Mstep: Class 26 contains 31539 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456960.000000 Penalty: 94431.562500
Iteration 110Q: 28 clusters Score -1.58457e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65370 members 
Mstep: Class 2 contains 11756 members 
Mstep: Class 3 contains 120948 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47977 members 
Mstep: Class 6 contains 160830 members 
Mstep: Class 7 contains 67288 members 
Mstep: Class 8 contains 15885 members 
Mstep: Class 9 contains 8561 members 
Mstep: Class 10 contains 37341 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 191556 members 
Mstep: Class 13 contains 128890 members 
Mstep: Class 14 contains 23499 members 
Mstep: Class 15 contains 10245 members 
Mstep: Class 16 contains 9542 members 
Mstep: Class 17 contains 12553 members 
Mstep: Class 18 contains 31244 members 
Mstep: Class 19 contains 11222 members 
Mstep: Class 20 contains 26825 members 
Mstep: Class 21 contains 230281 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 59543 members 
Mstep: Class 24 contains 15686 members 
Mstep: Class 25 contains 10518 members 
Mstep: Class 26 contains 31542 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456832.000000 Penalty: 94431.562500
Iteration 111Q: 28 clusters Score -1.584568e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65376 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 120883 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47996 members 
Mstep: Class 6 contains 160822 members 
Mstep: Class 7 contains 67286 members 
Mstep: Class 8 contains 15879 members 
Mstep: Class 9 contains 8561 members 
Mstep: Class 10 contains 37341 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 191599 members 
Mstep: Class 13 contains 128885 members 
Mstep: Class 14 contains 23498 members 
Mstep: Class 15 contains 10243 members 
Mstep: Class 16 contains 9566 members 
Mstep: Class 17 contains 12528 members 
Mstep: Class 18 contains 31243 members 
Mstep: Class 19 contains 11221 members 
Mstep: Class 20 contains 26830 members 
Mstep: Class 21 contains 230272 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 59548 members 
Mstep: Class 24 contains 15692 members 
Mstep: Class 25 contains 10521 members 
Mstep: Class 26 contains 31549 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456992.000000 Penalty: 94431.562500
Iteration 112Q: 28 clusters Score -1.58457e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65381 members 
Mstep: Class 2 contains 11767 members 
Mstep: Class 3 contains 120818 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 48020 members 
Mstep: Class 6 contains 160813 members 
Mstep: Class 7 contains 67280 members 
Mstep: Class 8 contains 15874 members 
Mstep: Class 9 contains 8561 members 
Mstep: Class 10 contains 37340 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 191653 members 
Mstep: Class 13 contains 128883 members 
Mstep: Class 14 contains 23501 members 
Mstep: Class 15 contains 10238 members 
Mstep: Class 16 contains 9587 members 
Mstep: Class 17 contains 12503 members 
Mstep: Class 18 contains 31241 members 
Mstep: Class 19 contains 11221 members 
Mstep: Class 20 contains 26837 members 
Mstep: Class 21 contains 230258 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 59550 members 
Mstep: Class 24 contains 15698 members 
Mstep: Class 25 contains 10525 members 
Mstep: Class 26 contains 31553 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457008.000000 Penalty: 94431.562500
Iteration 113Q: 28 clusters Score -1.58457e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65382 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 120760 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 48040 members 
Mstep: Class 6 contains 160808 members 
Mstep: Class 7 contains 67282 members 
Mstep: Class 8 contains 15869 members 
Mstep: Class 9 contains 8561 members 
Mstep: Class 10 contains 37336 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 191686 members 
Mstep: Class 13 contains 128880 members 
Mstep: Class 14 contains 23505 members 
Mstep: Class 15 contains 10238 members 
Mstep: Class 16 contains 9601 members 
Mstep: Class 17 contains 12483 members 
Mstep: Class 18 contains 31241 members 
Mstep: Class 19 contains 11221 members 
Mstep: Class 20 contains 26838 members 
Mstep: Class 21 contains 230254 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 59554 members 
Mstep: Class 24 contains 15709 members 
Mstep: Class 25 contains 10526 members 
Mstep: Class 26 contains 31555 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457136.000000 Penalty: 94431.562500
Iteration 114Q: 28 clusters Score -1.584571e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 120690 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 48064 members 
Mstep: Class 6 contains 160800 members 
Mstep: Class 7 contains 67284 members 
Mstep: Class 8 contains 15865 members 
Mstep: Class 9 contains 8561 members 
Mstep: Class 10 contains 37335 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 191736 members 
Mstep: Class 13 contains 128875 members 
Mstep: Class 14 contains 23504 members 
Mstep: Class 15 contains 10234 members 
Mstep: Class 16 contains 9620 members 
Mstep: Class 17 contains 12466 members 
Mstep: Class 18 contains 31239 members 
Mstep: Class 19 contains 11220 members 
Mstep: Class 20 contains 26840 members 
Mstep: Class 21 contains 230252 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 59559 members 
Mstep: Class 24 contains 15718 members 
Mstep: Class 25 contains 10526 members 
Mstep: Class 26 contains 31556 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457152.000000 Penalty: 94431.562500
Iteration 115Q: 28 clusters Score -1.584572e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65391 members 
Mstep: Class 2 contains 11774 members 
Mstep: Class 3 contains 120618 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 48086 members 
Mstep: Class 6 contains 160786 members 
Mstep: Class 7 contains 67285 members 
Mstep: Class 8 contains 15862 members 
Mstep: Class 9 contains 8561 members 
Mstep: Class 10 contains 37335 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 191797 members 
Mstep: Class 13 contains 128872 members 
Mstep: Class 14 contains 23503 members 
Mstep: Class 15 contains 10228 members 
Mstep: Class 16 contains 9631 members 
Mstep: Class 17 contains 12447 members 
Mstep: Class 18 contains 31238 members 
Mstep: Class 19 contains 11219 members 
Mstep: Class 20 contains 26838 members 
Mstep: Class 21 contains 230255 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 59567 members 
Mstep: Class 24 contains 15726 members 
Mstep: Class 25 contains 10525 members 
Mstep: Class 26 contains 31558 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456976.000000 Penalty: 94431.562500
Iteration 116Q: 28 clusters Score -1.58457e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65396 members 
Mstep: Class 2 contains 11772 members 
Mstep: Class 3 contains 120542 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 48093 members 
Mstep: Class 6 contains 160777 members 
Mstep: Class 7 contains 67283 members 
Mstep: Class 8 contains 15859 members 
Mstep: Class 9 contains 8560 members 
Mstep: Class 10 contains 37334 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 191861 members 
Mstep: Class 13 contains 128872 members 
Mstep: Class 14 contains 23502 members 
Mstep: Class 15 contains 10226 members 
Mstep: Class 16 contains 9641 members 
Mstep: Class 17 contains 12429 members 
Mstep: Class 18 contains 31240 members 
Mstep: Class 19 contains 11218 members 
Mstep: Class 20 contains 26841 members 
Mstep: Class 21 contains 230260 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 59576 members 
Mstep: Class 24 contains 15735 members 
Mstep: Class 25 contains 10526 members 
Mstep: Class 26 contains 31559 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456912.000000 Penalty: 94431.562500
Iteration 117Q: 28 clusters Score -1.584569e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 11768 members 
Mstep: Class 3 contains 120462 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 48110 members 
Mstep: Class 6 contains 160769 members 
Mstep: Class 7 contains 67282 members 
Mstep: Class 8 contains 15853 members 
Mstep: Class 9 contains 8560 members 
Mstep: Class 10 contains 37334 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 191928 members 
Mstep: Class 13 contains 128872 members 
Mstep: Class 14 contains 23505 members 
Mstep: Class 15 contains 10223 members 
Mstep: Class 16 contains 9655 members 
Mstep: Class 17 contains 12407 members 
Mstep: Class 18 contains 31241 members 
Mstep: Class 19 contains 11218 members 
Mstep: Class 20 contains 26841 members 
Mstep: Class 21 contains 230262 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 59579 members 
Mstep: Class 24 contains 15742 members 
Mstep: Class 25 contains 10528 members 
Mstep: Class 26 contains 31562 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456960.000000 Penalty: 94431.562500
Iteration 118Q: 28 clusters Score -1.58457e+08 nChanged 200
Entering ConstructFrom: 
Score: -158456960.000000 Penalty: 94431.562500
Entering ConstructFrom: 
Trying to split cluster 1 (65399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65399 members 
Entering Unmasked Estep 
Score: -8009174.000000 Penalty: 2749.889160
	Iteration 0F: 2 clusters Score -8009174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -7965274.000000 Penalty: 5499.778320
	Iteration 0F: 3 clusters Score -7965274 nChanged 30609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -7982056.000000 Penalty: 5499.778320
	Iteration 1F: 3 clusters Score -7982056 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -7982762.000000 Penalty: 5499.778320
	Iteration 2Q: 3 clusters Score -7982762 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -7983641.500000 Penalty: 5499.778320
	Iteration 3Q: 3 clusters Score -7983642 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -7984829.500000 Penalty: 5499.778320
	Iteration 4Q: 3 clusters Score -7984830 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -7986819.000000 Penalty: 5499.778320
	Iteration 5F: 3 clusters Score -7986819 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -7989826.000000 Penalty: 5499.778320
	Iteration 6F: 3 clusters Score -7989826 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 50280 members 
Entering Unmasked Estep 
Score: -7993825.500000 Penalty: 5499.778320
	Iteration 7F: 3 clusters Score -7993826 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 55105 members 
Entering Unmasked Estep 
Score: -7998061.000000 Penalty: 5499.778320
	Iteration 8F: 3 clusters Score -7998061 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 59055 members 
Entering Unmasked Estep 
Score: -8001741.500000 Penalty: 5499.778320
	Iteration 9F: 3 clusters Score -8001742 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 61722 members 
Entering Unmasked Estep 
Score: -8004144.000000 Penalty: 5499.778320
	Iteration 10Q: 3 clusters Score -8004144 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 63256 members 
Entering Unmasked Estep 
Score: -8005564.000000 Penalty: 5499.778320
	Iteration 11Q: 3 clusters Score -8005564 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 63988 members 
Entering Unmasked Estep 
Score: -8006149.000000 Penalty: 5499.778320
	Iteration 12Q: 3 clusters Score -8006149 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 64370 members 
Entering Unmasked Estep 
Score: -8006505.500000 Penalty: 5499.778320
	Iteration 13Q: 3 clusters Score -8006506 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 64554 members 
Entering Unmasked Estep 
Score: -8006669.500000 Penalty: 5499.778320
	Iteration 14Q: 3 clusters Score -8006670 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 64651 members 
Entering Unmasked Estep 
Score: -8006733.000000 Penalty: 5499.778320
	Iteration 15Q: 3 clusters Score -8006733 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 64694 members 
Entering Unmasked Estep 
Score: -8006787.000000 Penalty: 5499.778320
	Iteration 16Q: 3 clusters Score -8006787 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 64723 members 
Entering Unmasked Estep 
Score: -8006829.000000 Penalty: 5499.778320
	Iteration 17Q: 3 clusters Score -8006829 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 64748 members 
Entering Unmasked Estep 
Score: -8006867.500000 Penalty: 5499.778320
	Iteration 18Q: 3 clusters Score -8006868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 64768 members 
Entering Unmasked Estep 
Score: -8006880.500000 Penalty: 5499.778320
	Iteration 19Q: 3 clusters Score -8006880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 64781 members 
Entering Unmasked Estep 
Score: -8006895.000000 Penalty: 5499.778320
	Iteration 20F: 3 clusters Score -8006895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 64787 members 
Entering Unmasked Estep 
Score: -8006920.000000 Penalty: 5499.778320
	Iteration 21Q: 3 clusters Score -8006920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 64798 members 
Entering Unmasked Estep 
Score: -8006908.000000 Penalty: 5499.778320
	Iteration 22Q: 3 clusters Score -8006908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 64808 members 
Entering Unmasked Estep 
Score: -8006919.000000 Penalty: 5499.778320
	Iteration 23Q: 3 clusters Score -8006919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 64814 members 
Entering Unmasked Estep 
Score: -8006911.000000 Penalty: 5499.778320
	Iteration 24Q: 3 clusters Score -8006911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 64818 members 
Entering Unmasked Estep 
Score: -8006925.500000 Penalty: 5499.778320
	Iteration 25Q: 3 clusters Score -8006926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 64823 members 
Entering Unmasked Estep 
Score: -8006924.500000 Penalty: 5499.778320
	Iteration 26Q: 3 clusters Score -8006924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 64825 members 
Entering Unmasked Estep 
Score: -8006927.500000 Penalty: 5499.778320
	Iteration 27Q: 3 clusters Score -8006928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 64825 members 
Entering Unmasked Estep 
Score: -8006943.000000 Penalty: 5499.778320
	Iteration 28Q: 3 clusters Score -8006943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 64827 members 
Entering Unmasked Estep 
Score: -8006942.500000 Penalty: 5499.778320
	Iteration 29Q: 3 clusters Score -8006942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 64831 members 
Entering Unmasked Estep 
Score: -8006946.000000 Penalty: 5499.778320
	Iteration 30Q: 3 clusters Score -8006946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 64832 members 
Entering Unmasked Estep 
Score: -8006944.500000 Penalty: 5499.778320
	Iteration 31Q: 3 clusters Score -8006944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 64832 members 
Entering Unmasked Estep 
Score: -8006942.000000 Penalty: 5499.778320
	Iteration 32Q: 3 clusters Score -8006942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 64832 members 
Entering Unmasked Estep 
Score: -8006942.000000 Penalty: 5499.778320
	Iteration 33F: 3 clusters Score -8006942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Entering Unmasked Estep 
Score: -1455333.875000 Penalty: 2324.496582
	Iteration 0F: 2 clusters Score -1455334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1446498.125000 Penalty: 4648.993164
	Iteration 0F: 3 clusters Score -1446498 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1449085.625000 Penalty: 4648.993164
	Iteration 1F: 3 clusters Score -1449086 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1449420.375000 Penalty: 4648.993164
	Iteration 2F: 3 clusters Score -1449420 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1449675.500000 Penalty: 4648.993164
	Iteration 3F: 3 clusters Score -1449676 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1449876.375000 Penalty: 4648.993164
	Iteration 4Q: 3 clusters Score -1449876 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1450068.875000 Penalty: 4648.993164
	Iteration 5Q: 3 clusters Score -1450069 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1450280.000000 Penalty: 4648.993164
	Iteration 6Q: 3 clusters Score -1450280 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1450529.875000 Penalty: 4648.993164
	Iteration 7Q: 3 clusters Score -1450530 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1450812.000000 Penalty: 4648.993164
	Iteration 8Q: 3 clusters Score -1450812 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1451133.750000 Penalty: 4648.993164
	Iteration 9Q: 3 clusters Score -1451134 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1451494.625000 Penalty: 4648.993164
	Iteration 10Q: 3 clusters Score -1451495 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1451846.250000 Penalty: 4648.993164
	Iteration 11Q: 3 clusters Score -1451846 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1452199.750000 Penalty: 4648.993164
	Iteration 12Q: 3 clusters Score -1452200 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1452492.250000 Penalty: 4648.993164
	Iteration 13Q: 3 clusters Score -1452492 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1452736.875000 Penalty: 4648.993164
	Iteration 14Q: 3 clusters Score -1452737 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1452914.750000 Penalty: 4648.993164
	Iteration 15Q: 3 clusters Score -1452915 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1453056.125000 Penalty: 4648.993164
	Iteration 16Q: 3 clusters Score -1453056 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1453157.375000 Penalty: 4648.993164
	Iteration 17Q: 3 clusters Score -1453157 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1453223.750000 Penalty: 4648.993164
	Iteration 18Q: 3 clusters Score -1453224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1453259.875000 Penalty: 4648.993164
	Iteration 19Q: 3 clusters Score -1453260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1453280.250000 Penalty: 4648.993164
	Iteration 20F: 3 clusters Score -1453280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1453296.625000 Penalty: 4648.993164
	Iteration 21Q: 3 clusters Score -1453297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1453313.500000 Penalty: 4648.993164
	Iteration 22Q: 3 clusters Score -1453314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1453320.875000 Penalty: 4648.993164
	Iteration 23Q: 3 clusters Score -1453321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1453324.000000 Penalty: 4648.993164
	Iteration 24Q: 3 clusters Score -1453324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1453328.125000 Penalty: 4648.993164
	Iteration 25Q: 3 clusters Score -1453328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1453335.000000 Penalty: 4648.993164
	Iteration 26Q: 3 clusters Score -1453335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1453337.000000 Penalty: 4648.993164
	Iteration 27Q: 3 clusters Score -1453337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1453340.000000 Penalty: 4648.993164
	Iteration 28Q: 3 clusters Score -1453340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1453343.625000 Penalty: 4648.993164
	Iteration 29Q: 3 clusters Score -1453344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1453345.750000 Penalty: 4648.993164
	Iteration 30Q: 3 clusters Score -1453346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1453344.875000 Penalty: 4648.993164
	Iteration 31Q: 3 clusters Score -1453345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1453350.000000 Penalty: 4648.993164
	Iteration 32Q: 3 clusters Score -1453350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1453351.375000 Penalty: 4648.993164
	Iteration 33Q: 3 clusters Score -1453351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1453351.375000 Penalty: 4648.993164
	Iteration 34F: 3 clusters Score -1453351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (120380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120380 members 
Entering Unmasked Estep 
Score: -14685724.000000 Penalty: 2901.205566
	Iteration 0F: 2 clusters Score -1.468572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60217 members 
Mstep: Class 2 contains 60163 members 
Entering Unmasked Estep 
Score: -14605345.000000 Penalty: 5802.411133
	Iteration 0F: 3 clusters Score -1.460534e+07 nChanged 57074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60169 members 
Mstep: Class 2 contains 60211 members 
Entering Unmasked Estep 
Score: -14638616.000000 Penalty: 5802.411133
	Iteration 1F: 3 clusters Score -1.463862e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60289 members 
Mstep: Class 2 contains 60091 members 
Entering Unmasked Estep 
Score: -14640280.000000 Penalty: 5802.411133
	Iteration 2Q: 3 clusters Score -1.464028e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60153 members 
Mstep: Class 2 contains 60227 members 
Entering Unmasked Estep 
Score: -14642784.000000 Penalty: 5802.411133
	Iteration 3Q: 3 clusters Score -1.464278e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 60994 members 
Entering Unmasked Estep 
Score: -14646134.000000 Penalty: 5802.411133
	Iteration 4F: 3 clusters Score -1.464613e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57418 members 
Mstep: Class 2 contains 62962 members 
Entering Unmasked Estep 
Score: -14650375.000000 Penalty: 5802.411133
	Iteration 5F: 3 clusters Score -1.465038e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 66067 members 
Entering Unmasked Estep 
Score: -14654971.000000 Penalty: 5802.411133
	Iteration 6F: 3 clusters Score -1.465497e+07 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 69872 members 
Entering Unmasked Estep 
Score: -14659611.000000 Penalty: 5802.411133
	Iteration 7F: 3 clusters Score -1.465961e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 73849 members 
Entering Unmasked Estep 
Score: -14663962.000000 Penalty: 5802.411133
	Iteration 8F: 3 clusters Score -1.466396e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 77560 members 
Entering Unmasked Estep 
Score: -14667592.000000 Penalty: 5802.411133
	Iteration 9Q: 3 clusters Score -1.466759e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 81100 members 
Entering Unmasked Estep 
Score: -14670679.000000 Penalty: 5802.411133
	Iteration 10Q: 3 clusters Score -1.467068e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 84475 members 
Entering Unmasked Estep 
Score: -14673050.000000 Penalty: 5802.411133
	Iteration 11Q: 3 clusters Score -1.467305e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 87668 members 
Entering Unmasked Estep 
Score: -14674827.000000 Penalty: 5802.411133
	Iteration 12Q: 3 clusters Score -1.467483e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 90545 members 
Entering Unmasked Estep 
Score: -14676111.000000 Penalty: 5802.411133
	Iteration 13Q: 3 clusters Score -1.467611e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 93223 members 
Entering Unmasked Estep 
Score: -14677462.000000 Penalty: 5802.411133
	Iteration 14Q: 3 clusters Score -1.467746e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 95684 members 
Entering Unmasked Estep 
Score: -14678539.000000 Penalty: 5802.411133
	Iteration 15Q: 3 clusters Score -1.467854e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 97911 members 
Entering Unmasked Estep 
Score: -14679436.000000 Penalty: 5802.411133
	Iteration 16Q: 3 clusters Score -1.467944e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 99891 members 
Entering Unmasked Estep 
Score: -14680242.000000 Penalty: 5802.411133
	Iteration 17Q: 3 clusters Score -1.468024e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 101674 members 
Entering Unmasked Estep 
Score: -14680940.000000 Penalty: 5802.411133
	Iteration 18Q: 3 clusters Score -1.468094e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 103317 members 
Entering Unmasked Estep 
Score: -14681586.000000 Penalty: 5802.411133
	Iteration 19Q: 3 clusters Score -1.468159e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 104754 members 
Entering Unmasked Estep 
Score: -14682188.000000 Penalty: 5802.411133
	Iteration 20F: 3 clusters Score -1.468219e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 106058 members 
Entering Unmasked Estep 
Score: -14682675.000000 Penalty: 5802.411133
	Iteration 21Q: 3 clusters Score -1.468268e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 107232 members 
Entering Unmasked Estep 
Score: -14683133.000000 Penalty: 5802.411133
	Iteration 22Q: 3 clusters Score -1.468313e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 108279 members 
Entering Unmasked Estep 
Score: -14683496.000000 Penalty: 5802.411133
	Iteration 23Q: 3 clusters Score -1.46835e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 109188 members 
Entering Unmasked Estep 
Score: -14683808.000000 Penalty: 5802.411133
	Iteration 24Q: 3 clusters Score -1.468381e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 109928 members 
Entering Unmasked Estep 
Score: -14684055.000000 Penalty: 5802.411133
	Iteration 25Q: 3 clusters Score -1.468406e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 110583 members 
Entering Unmasked Estep 
Score: -14684251.000000 Penalty: 5802.411133
	Iteration 26Q: 3 clusters Score -1.468425e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 111164 members 
Entering Unmasked Estep 
Score: -14684434.000000 Penalty: 5802.411133
	Iteration 27Q: 3 clusters Score -1.468443e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 111708 members 
Entering Unmasked Estep 
Score: -14684537.000000 Penalty: 5802.411133
	Iteration 28Q: 3 clusters Score -1.468454e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 112164 members 
Entering Unmasked Estep 
Score: -14684665.000000 Penalty: 5802.411133
	Iteration 29Q: 3 clusters Score -1.468466e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 112573 members 
Entering Unmasked Estep 
Score: -14684794.000000 Penalty: 5802.411133
	Iteration 30Q: 3 clusters Score -1.468479e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 112945 members 
Entering Unmasked Estep 
Score: -14684824.000000 Penalty: 5802.411133
	Iteration 31Q: 3 clusters Score -1.468482e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 113256 members 
Entering Unmasked Estep 
Score: -14684852.000000 Penalty: 5802.411133
	Iteration 32Q: 3 clusters Score -1.468485e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 113529 members 
Entering Unmasked Estep 
Score: -14684884.000000 Penalty: 5802.411133
	Iteration 33Q: 3 clusters Score -1.468488e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 113784 members 
Entering Unmasked Estep 
Score: -14684915.000000 Penalty: 5802.411133
	Iteration 34Q: 3 clusters Score -1.468492e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 113981 members 
Entering Unmasked Estep 
Score: -14684995.000000 Penalty: 5802.411133
	Iteration 35Q: 3 clusters Score -1.4685e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 114156 members 
Entering Unmasked Estep 
Score: -14685034.000000 Penalty: 5802.411133
	Iteration 36Q: 3 clusters Score -1.468503e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 114311 members 
Entering Unmasked Estep 
Score: -14685070.000000 Penalty: 5802.411133
	Iteration 37Q: 3 clusters Score -1.468507e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 114455 members 
Entering Unmasked Estep 
Score: -14685093.000000 Penalty: 5802.411133
	Iteration 38Q: 3 clusters Score -1.468509e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 114593 members 
Entering Unmasked Estep 
Score: -14685103.000000 Penalty: 5802.411133
	Iteration 39Q: 3 clusters Score -1.46851e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 114721 members 
Entering Unmasked Estep 
Score: -14685094.000000 Penalty: 5802.411133
	Iteration 40F: 3 clusters Score -1.468509e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 114817 members 
Entering Unmasked Estep 
Score: -14685101.000000 Penalty: 5802.411133
	Iteration 41Q: 3 clusters Score -1.46851e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 114897 members 
Entering Unmasked Estep 
Score: -14685110.000000 Penalty: 5802.411133
	Iteration 42Q: 3 clusters Score -1.468511e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 114951 members 
Entering Unmasked Estep 
Score: -14685099.000000 Penalty: 5802.411133
	Iteration 43Q: 3 clusters Score -1.46851e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 114993 members 
Entering Unmasked Estep 
Score: -14685108.000000 Penalty: 5802.411133
	Iteration 44Q: 3 clusters Score -1.468511e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 115038 members 
Entering Unmasked Estep 
Score: -14685123.000000 Penalty: 5802.411133
	Iteration 45Q: 3 clusters Score -1.468512e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 115073 members 
Entering Unmasked Estep 
Score: -14685128.000000 Penalty: 5802.411133
	Iteration 46Q: 3 clusters Score -1.468513e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 115098 members 
Entering Unmasked Estep 
Score: -14685129.000000 Penalty: 5802.411133
	Iteration 47Q: 3 clusters Score -1.468513e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 115120 members 
Entering Unmasked Estep 
Score: -14685145.000000 Penalty: 5802.411133
	Iteration 48Q: 3 clusters Score -1.468514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 115132 members 
Entering Unmasked Estep 
Score: -14685134.000000 Penalty: 5802.411133
	Iteration 49Q: 3 clusters Score -1.468513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 115140 members 
Entering Unmasked Estep 
Score: -14685136.000000 Penalty: 5802.411133
	Iteration 50Q: 3 clusters Score -1.468514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 115147 members 
Entering Unmasked Estep 
Score: -14685131.000000 Penalty: 5802.411133
	Iteration 51Q: 3 clusters Score -1.468513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 115151 members 
Entering Unmasked Estep 
Score: -14685131.000000 Penalty: 5802.411133
	Iteration 52Q: 3 clusters Score -1.468513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 115153 members 
Entering Unmasked Estep 
Score: -14685127.000000 Penalty: 5802.411133
	Iteration 53Q: 3 clusters Score -1.468513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 115152 members 
Entering Unmasked Estep 
Score: -14685118.000000 Penalty: 5802.411133
	Iteration 54Q: 3 clusters Score -1.468512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 115154 members 
Entering Unmasked Estep 
Score: -14685132.000000 Penalty: 5802.411133
	Iteration 55Q: 3 clusters Score -1.468513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 115156 members 
Entering Unmasked Estep 
Score: -14685126.000000 Penalty: 5802.411133
	Iteration 56Q: 3 clusters Score -1.468513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 115157 members 
Entering Unmasked Estep 
Score: -14685133.000000 Penalty: 5802.411133
	Iteration 57Q: 3 clusters Score -1.468513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 115157 members 
Entering Unmasked Estep 
Score: -14685133.000000 Penalty: 5802.411133
	Iteration 58F: 3 clusters Score -1.468513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -50880.492188 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -50880.49 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 249 members 
Entering Unmasked Estep 
Score: -49430.738281 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -49430.74 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -49697.554688 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -49697.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -49895.371094 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -49895.37 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -50089.796875 Penalty: 3078.461670
	Iteration 3F: 3 clusters Score -50089.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -50358.933594 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -50358.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -50438.078125 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -50438.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -50481.566406 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -50481.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -50500.691406 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -50500.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -50519.378906 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -50519.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -50535.976562 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -50535.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -50542.515625 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -50542.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -50555.699219 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -50555.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -50573.628906 Penalty: 3078.461670
	Iteration 12Q: 3 clusters Score -50573.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -50631.371094 Penalty: 3078.461670
	Iteration 13Q: 3 clusters Score -50631.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -50752.261719 Penalty: 3078.461670
	Iteration 14Q: 3 clusters Score -50752.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -50856.820312 Penalty: 3078.461670
	Iteration 15Q: 3 clusters Score -50856.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -50941.980469 Penalty: 3078.461670
	Iteration 16Q: 3 clusters Score -50941.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -50965.109375 Penalty: 3078.461670
	Iteration 17Q: 3 clusters Score -50965.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -50983.269531 Penalty: 3078.461670
	Iteration 18Q: 3 clusters Score -50983.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -50989.058594 Penalty: 3078.461670
	Iteration 19Q: 3 clusters Score -50989.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -50992.207031 Penalty: 3078.461670
	Iteration 20F: 3 clusters Score -50992.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -51006.796875 Penalty: 3078.461670
	Iteration 21Q: 3 clusters Score -51006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -51027.320312 Penalty: 3078.461670
	Iteration 22Q: 3 clusters Score -51027.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -51068.402344 Penalty: 3078.461670
	Iteration 23Q: 3 clusters Score -51068.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -51112.875000 Penalty: 3078.461670
	Iteration 24Q: 3 clusters Score -51112.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -51146.093750 Penalty: 3078.461670
	Iteration 25Q: 3 clusters Score -51146.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -51150.207031 Penalty: 3078.461670
	Iteration 26Q: 3 clusters Score -51150.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -51156.605469 Penalty: 3078.461670
	Iteration 27Q: 3 clusters Score -51156.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -51163.796875 Penalty: 3078.461670
	Iteration 28Q: 3 clusters Score -51163.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -51176.289062 Penalty: 3078.461670
	Iteration 29Q: 3 clusters Score -51176.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -51181.210938 Penalty: 3078.461670
	Iteration 30Q: 3 clusters Score -51181.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -51185.757812 Penalty: 3078.461670
	Iteration 31Q: 3 clusters Score -51185.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -51185.757812 Penalty: 3078.461670
	Iteration 32F: 3 clusters Score -51185.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 11766 members 
Mstep: Class 3 contains 120380 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 48125 members 
Mstep: Class 6 contains 160771 members 
Mstep: Class 7 contains 67275 members 
Mstep: Class 8 contains 15846 members 
Mstep: Class 9 contains 8562 members 
Mstep: Class 10 contains 37336 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 191994 members 
Mstep: Class 13 contains 128871 members 
Mstep: Class 14 contains 23506 members 
Mstep: Class 15 contains 10218 members 
Mstep: Class 16 contains 9668 members 
Mstep: Class 17 contains 12393 members 
Mstep: Class 18 contains 31243 members 
Mstep: Class 19 contains 11218 members 
Mstep: Class 20 contains 26844 members 
Mstep: Class 21 contains 230264 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 59583 members 
Mstep: Class 24 contains 15747 members 
Mstep: Class 25 contains 10528 members 
Mstep: Class 26 contains 31565 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 338 members 
Entering Unmasked Estep 
Score: -158455344.000000 Penalty: 97929.023438
Splitting cluster 4 changes total score from -158456960.000000 to -158455344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (48125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48125 members 
Entering Unmasked Estep 
Score: -5467656.500000 Penalty: 2673.826172
	Iteration 0F: 2 clusters Score -5467656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -5435331.500000 Penalty: 5347.652344
	Iteration 0F: 3 clusters Score -5435332 nChanged 22207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -5448615.000000 Penalty: 5347.652344
	Iteration 1F: 3 clusters Score -5448615 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -5450169.000000 Penalty: 5347.652344
	Iteration 2F: 3 clusters Score -5450169 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -5451961.000000 Penalty: 5347.652344
	Iteration 3F: 3 clusters Score -5451961 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -5453968.500000 Penalty: 5347.652344
	Iteration 4F: 3 clusters Score -5453968 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -5455920.000000 Penalty: 5347.652344
	Iteration 5F: 3 clusters Score -5455920 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -5457552.000000 Penalty: 5347.652344
	Iteration 6F: 3 clusters Score -5457552 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -5458837.000000 Penalty: 5347.652344
	Iteration 7Q: 3 clusters Score -5458837 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -5459851.500000 Penalty: 5347.652344
	Iteration 8Q: 3 clusters Score -5459852 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -5460591.500000 Penalty: 5347.652344
	Iteration 9Q: 3 clusters Score -5460592 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -5461154.500000 Penalty: 5347.652344
	Iteration 10Q: 3 clusters Score -5461154 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -5461579.000000 Penalty: 5347.652344
	Iteration 11Q: 3 clusters Score -5461579 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -5461954.500000 Penalty: 5347.652344
	Iteration 12Q: 3 clusters Score -5461954 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -5462238.500000 Penalty: 5347.652344
	Iteration 13Q: 3 clusters Score -5462238 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -5462488.500000 Penalty: 5347.652344
	Iteration 14Q: 3 clusters Score -5462488 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -5462690.500000 Penalty: 5347.652344
	Iteration 15Q: 3 clusters Score -5462690 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -5462906.000000 Penalty: 5347.652344
	Iteration 16Q: 3 clusters Score -5462906 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -5463120.500000 Penalty: 5347.652344
	Iteration 17Q: 3 clusters Score -5463120 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -5463374.500000 Penalty: 5347.652344
	Iteration 18Q: 3 clusters Score -5463374 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -5463621.000000 Penalty: 5347.652344
	Iteration 19Q: 3 clusters Score -5463621 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -5463912.000000 Penalty: 5347.652344
	Iteration 20F: 3 clusters Score -5463912 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -5464221.000000 Penalty: 5347.652344
	Iteration 21Q: 3 clusters Score -5464221 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -5464516.500000 Penalty: 5347.652344
	Iteration 22Q: 3 clusters Score -5464516 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -5464746.000000 Penalty: 5347.652344
	Iteration 23Q: 3 clusters Score -5464746 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -5464971.500000 Penalty: 5347.652344
	Iteration 24Q: 3 clusters Score -5464972 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -5465146.500000 Penalty: 5347.652344
	Iteration 25Q: 3 clusters Score -5465146 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -5465277.000000 Penalty: 5347.652344
	Iteration 26Q: 3 clusters Score -5465277 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -5465404.500000 Penalty: 5347.652344
	Iteration 27Q: 3 clusters Score -5465404 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -5465496.500000 Penalty: 5347.652344
	Iteration 28Q: 3 clusters Score -5465496 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -5465586.500000 Penalty: 5347.652344
	Iteration 29Q: 3 clusters Score -5465586 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -5465687.500000 Penalty: 5347.652344
	Iteration 30Q: 3 clusters Score -5465688 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -5465788.500000 Penalty: 5347.652344
	Iteration 31Q: 3 clusters Score -5465788 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -5465870.000000 Penalty: 5347.652344
	Iteration 32Q: 3 clusters Score -5465870 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -5465923.500000 Penalty: 5347.652344
	Iteration 33Q: 3 clusters Score -5465924 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -5465988.500000 Penalty: 5347.652344
	Iteration 34Q: 3 clusters Score -5465988 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -5466062.500000 Penalty: 5347.652344
	Iteration 35Q: 3 clusters Score -5466062 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -5466113.000000 Penalty: 5347.652344
	Iteration 36Q: 3 clusters Score -5466113 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -5466142.000000 Penalty: 5347.652344
	Iteration 37Q: 3 clusters Score -5466142 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -5466175.000000 Penalty: 5347.652344
	Iteration 38Q: 3 clusters Score -5466175 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -5466211.000000 Penalty: 5347.652344
	Iteration 39Q: 3 clusters Score -5466211 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -5466249.000000 Penalty: 5347.652344
	Iteration 40F: 3 clusters Score -5466249 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -5466284.500000 Penalty: 5347.652344
	Iteration 41Q: 3 clusters Score -5466284 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -5466304.500000 Penalty: 5347.652344
	Iteration 42Q: 3 clusters Score -5466304 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -5466317.000000 Penalty: 5347.652344
	Iteration 43Q: 3 clusters Score -5466317 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -5466330.500000 Penalty: 5347.652344
	Iteration 44Q: 3 clusters Score -5466330 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -5466327.000000 Penalty: 5347.652344
	Iteration 45Q: 3 clusters Score -5466327 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -5466333.500000 Penalty: 5347.652344
	Iteration 46Q: 3 clusters Score -5466334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -5466342.000000 Penalty: 5347.652344
	Iteration 47Q: 3 clusters Score -5466342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -5466363.500000 Penalty: 5347.652344
	Iteration 48Q: 3 clusters Score -5466364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -5466366.000000 Penalty: 5347.652344
	Iteration 49Q: 3 clusters Score -5466366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -5466375.000000 Penalty: 5347.652344
	Iteration 50Q: 3 clusters Score -5466375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -5466372.000000 Penalty: 5347.652344
	Iteration 51Q: 3 clusters Score -5466372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -5466379.500000 Penalty: 5347.652344
	Iteration 52Q: 3 clusters Score -5466380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -5466379.500000 Penalty: 5347.652344
	Iteration 53Q: 3 clusters Score -5466380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -5466377.500000 Penalty: 5347.652344
	Iteration 54Q: 3 clusters Score -5466378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -5466379.500000 Penalty: 5347.652344
	Iteration 55Q: 3 clusters Score -5466380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -5466377.500000 Penalty: 5347.652344
	Iteration 56Q: 3 clusters Score -5466378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -5466369.500000 Penalty: 5347.652344
	Iteration 57Q: 3 clusters Score -5466370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -5466376.500000 Penalty: 5347.652344
	Iteration 58Q: 3 clusters Score -5466376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -5466372.000000 Penalty: 5347.652344
	Iteration 59Q: 3 clusters Score -5466372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -5466380.000000 Penalty: 5347.652344
	Iteration 60F: 3 clusters Score -5466380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -5466380.500000 Penalty: 5347.652344
	Iteration 61Q: 3 clusters Score -5466380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -5466378.000000 Penalty: 5347.652344
	Iteration 62Q: 3 clusters Score -5466378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5466379.500000 Penalty: 5347.652344
	Iteration 63Q: 3 clusters Score -5466380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -5466380.000000 Penalty: 5347.652344
	Iteration 64Q: 3 clusters Score -5466380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -5466378.500000 Penalty: 5347.652344
	Iteration 65Q: 3 clusters Score -5466378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -5466378.000000 Penalty: 5347.652344
	Iteration 66Q: 3 clusters Score -5466378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -5466378.000000 Penalty: 5347.652344
	Iteration 67F: 3 clusters Score -5466378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (160771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160771 members 
Entering Unmasked Estep 
Score: -19491316.000000 Penalty: 2972.958740
	Iteration 0F: 2 clusters Score -1.949132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80262 members 
Mstep: Class 2 contains 80509 members 
Entering Unmasked Estep 
Score: -19383384.000000 Penalty: 5945.917480
	Iteration 0F: 3 clusters Score -1.938338e+07 nChanged 77227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78947 members 
Mstep: Class 2 contains 81824 members 
Entering Unmasked Estep 
Score: -19428036.000000 Penalty: 5945.917480
	Iteration 1F: 3 clusters Score -1.942804e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77762 members 
Mstep: Class 2 contains 83009 members 
Entering Unmasked Estep 
Score: -19428922.000000 Penalty: 5945.917480
	Iteration 2Q: 3 clusters Score -1.942892e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75882 members 
Mstep: Class 2 contains 84889 members 
Entering Unmasked Estep 
Score: -19429888.000000 Penalty: 5945.917480
	Iteration 3Q: 3 clusters Score -1.942989e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72823 members 
Mstep: Class 2 contains 87948 members 
Entering Unmasked Estep 
Score: -19431416.000000 Penalty: 5945.917480
	Iteration 4Q: 3 clusters Score -1.943142e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68036 members 
Mstep: Class 2 contains 92735 members 
Entering Unmasked Estep 
Score: -19433726.000000 Penalty: 5945.917480
	Iteration 5Q: 3 clusters Score -1.943373e+07 nChanged 8336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 99773 members 
Entering Unmasked Estep 
Score: -19437940.000000 Penalty: 5945.917480
	Iteration 6F: 3 clusters Score -1.943794e+07 nChanged 10790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 109513 members 
Entering Unmasked Estep 
Score: -19444494.000000 Penalty: 5945.917480
	Iteration 7F: 3 clusters Score -1.944449e+07 nChanged 12781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 121568 members 
Entering Unmasked Estep 
Score: -19454284.000000 Penalty: 5945.917480
	Iteration 8F: 3 clusters Score -1.945428e+07 nChanged 13033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 134165 members 
Entering Unmasked Estep 
Score: -19465692.000000 Penalty: 5945.917480
	Iteration 9F: 3 clusters Score -1.946569e+07 nChanged 10588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 144599 members 
Entering Unmasked Estep 
Score: -19475326.000000 Penalty: 5945.917480
	Iteration 10F: 3 clusters Score -1.947533e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 151836 members 
Entering Unmasked Estep 
Score: -19482110.000000 Penalty: 5945.917480
	Iteration 11Q: 3 clusters Score -1.948211e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 155861 members 
Entering Unmasked Estep 
Score: -19485576.000000 Penalty: 5945.917480
	Iteration 12Q: 3 clusters Score -1.948558e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 157809 members 
Entering Unmasked Estep 
Score: -19487164.000000 Penalty: 5945.917480
	Iteration 13Q: 3 clusters Score -1.948716e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 158681 members 
Entering Unmasked Estep 
Score: -19488076.000000 Penalty: 5945.917480
	Iteration 14Q: 3 clusters Score -1.948808e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 159021 members 
Entering Unmasked Estep 
Score: -19488484.000000 Penalty: 5945.917480
	Iteration 15Q: 3 clusters Score -1.948848e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 159181 members 
Entering Unmasked Estep 
Score: -19488794.000000 Penalty: 5945.917480
	Iteration 16Q: 3 clusters Score -1.948879e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 159241 members 
Entering Unmasked Estep 
Score: -19489050.000000 Penalty: 5945.917480
	Iteration 17Q: 3 clusters Score -1.948905e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 159227 members 
Entering Unmasked Estep 
Score: -19489146.000000 Penalty: 5945.917480
	Iteration 18Q: 3 clusters Score -1.948915e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 159213 members 
Entering Unmasked Estep 
Score: -19489222.000000 Penalty: 5945.917480
	Iteration 19Q: 3 clusters Score -1.948922e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 159180 members 
Entering Unmasked Estep 
Score: -19489270.000000 Penalty: 5945.917480
	Iteration 20F: 3 clusters Score -1.948927e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 159145 members 
Entering Unmasked Estep 
Score: -19489314.000000 Penalty: 5945.917480
	Iteration 21Q: 3 clusters Score -1.948931e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 159104 members 
Entering Unmasked Estep 
Score: -19489352.000000 Penalty: 5945.917480
	Iteration 22Q: 3 clusters Score -1.948935e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 159072 members 
Entering Unmasked Estep 
Score: -19489350.000000 Penalty: 5945.917480
	Iteration 23Q: 3 clusters Score -1.948935e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 159040 members 
Entering Unmasked Estep 
Score: -19489408.000000 Penalty: 5945.917480
	Iteration 24Q: 3 clusters Score -1.948941e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 159016 members 
Entering Unmasked Estep 
Score: -19489430.000000 Penalty: 5945.917480
	Iteration 25Q: 3 clusters Score -1.948943e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 158986 members 
Entering Unmasked Estep 
Score: -19489450.000000 Penalty: 5945.917480
	Iteration 26Q: 3 clusters Score -1.948945e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 158963 members 
Entering Unmasked Estep 
Score: -19489432.000000 Penalty: 5945.917480
	Iteration 27Q: 3 clusters Score -1.948943e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 158941 members 
Entering Unmasked Estep 
Score: -19489454.000000 Penalty: 5945.917480
	Iteration 28Q: 3 clusters Score -1.948945e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 158924 members 
Entering Unmasked Estep 
Score: -19489458.000000 Penalty: 5945.917480
	Iteration 29Q: 3 clusters Score -1.948946e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 158898 members 
Entering Unmasked Estep 
Score: -19489452.000000 Penalty: 5945.917480
	Iteration 30Q: 3 clusters Score -1.948945e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 158870 members 
Entering Unmasked Estep 
Score: -19489466.000000 Penalty: 5945.917480
	Iteration 31Q: 3 clusters Score -1.948947e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 158853 members 
Entering Unmasked Estep 
Score: -19489488.000000 Penalty: 5945.917480
	Iteration 32Q: 3 clusters Score -1.948949e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 158839 members 
Entering Unmasked Estep 
Score: -19489506.000000 Penalty: 5945.917480
	Iteration 33Q: 3 clusters Score -1.948951e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 158824 members 
Entering Unmasked Estep 
Score: -19489510.000000 Penalty: 5945.917480
	Iteration 34Q: 3 clusters Score -1.948951e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 158805 members 
Entering Unmasked Estep 
Score: -19489526.000000 Penalty: 5945.917480
	Iteration 35Q: 3 clusters Score -1.948953e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 158791 members 
Entering Unmasked Estep 
Score: -19489532.000000 Penalty: 5945.917480
	Iteration 36Q: 3 clusters Score -1.948953e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 158773 members 
Entering Unmasked Estep 
Score: -19489550.000000 Penalty: 5945.917480
	Iteration 37Q: 3 clusters Score -1.948955e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 158758 members 
Entering Unmasked Estep 
Score: -19489554.000000 Penalty: 5945.917480
	Iteration 38Q: 3 clusters Score -1.948955e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 158747 members 
Entering Unmasked Estep 
Score: -19489544.000000 Penalty: 5945.917480
	Iteration 39Q: 3 clusters Score -1.948954e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 158733 members 
Entering Unmasked Estep 
Score: -19489532.000000 Penalty: 5945.917480
	Iteration 40F: 3 clusters Score -1.948953e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 158720 members 
Entering Unmasked Estep 
Score: -19489542.000000 Penalty: 5945.917480
	Iteration 41Q: 3 clusters Score -1.948954e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 158700 members 
Entering Unmasked Estep 
Score: -19489556.000000 Penalty: 5945.917480
	Iteration 42Q: 3 clusters Score -1.948956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 158682 members 
Entering Unmasked Estep 
Score: -19489564.000000 Penalty: 5945.917480
	Iteration 43Q: 3 clusters Score -1.948956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 158673 members 
Entering Unmasked Estep 
Score: -19489572.000000 Penalty: 5945.917480
	Iteration 44Q: 3 clusters Score -1.948957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 158661 members 
Entering Unmasked Estep 
Score: -19489582.000000 Penalty: 5945.917480
	Iteration 45Q: 3 clusters Score -1.948958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 158653 members 
Entering Unmasked Estep 
Score: -19489582.000000 Penalty: 5945.917480
	Iteration 46Q: 3 clusters Score -1.948958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 158642 members 
Entering Unmasked Estep 
Score: -19489584.000000 Penalty: 5945.917480
	Iteration 47Q: 3 clusters Score -1.948958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 158632 members 
Entering Unmasked Estep 
Score: -19489570.000000 Penalty: 5945.917480
	Iteration 48Q: 3 clusters Score -1.948957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 158625 members 
Entering Unmasked Estep 
Score: -19489600.000000 Penalty: 5945.917480
	Iteration 49Q: 3 clusters Score -1.94896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 158616 members 
Entering Unmasked Estep 
Score: -19489594.000000 Penalty: 5945.917480
	Iteration 50Q: 3 clusters Score -1.948959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 158610 members 
Entering Unmasked Estep 
Score: -19489594.000000 Penalty: 5945.917480
	Iteration 51Q: 3 clusters Score -1.948959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 158602 members 
Entering Unmasked Estep 
Score: -19489618.000000 Penalty: 5945.917480
	Iteration 52Q: 3 clusters Score -1.948962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 158598 members 
Entering Unmasked Estep 
Score: -19489618.000000 Penalty: 5945.917480
	Iteration 53Q: 3 clusters Score -1.948962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 158594 members 
Entering Unmasked Estep 
Score: -19489616.000000 Penalty: 5945.917480
	Iteration 54Q: 3 clusters Score -1.948962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 158590 members 
Entering Unmasked Estep 
Score: -19489600.000000 Penalty: 5945.917480
	Iteration 55Q: 3 clusters Score -1.94896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 158590 members 
Entering Unmasked Estep 
Score: -19489590.000000 Penalty: 5945.917480
	Iteration 56Q: 3 clusters Score -1.948959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 158588 members 
Entering Unmasked Estep 
Score: -19489604.000000 Penalty: 5945.917480
	Iteration 57Q: 3 clusters Score -1.94896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 158588 members 
Entering Unmasked Estep 
Score: -19489604.000000 Penalty: 5945.917480
	Iteration 58F: 3 clusters Score -1.94896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (67275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67275 members 
Entering Unmasked Estep 
Score: -8252262.000000 Penalty: 2756.902832
	Iteration 0F: 2 clusters Score -8252262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -8207303.000000 Penalty: 5513.805664
	Iteration 0F: 3 clusters Score -8207303 nChanged 31286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -8225132.500000 Penalty: 5513.805664
	Iteration 1F: 3 clusters Score -8225132 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -8226115.000000 Penalty: 5513.805664
	Iteration 2Q: 3 clusters Score -8226115 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -8227424.000000 Penalty: 5513.805664
	Iteration 3Q: 3 clusters Score -8227424 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -8229405.500000 Penalty: 5513.805664
	Iteration 4F: 3 clusters Score -8229406 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -8232419.500000 Penalty: 5513.805664
	Iteration 5F: 3 clusters Score -8232420 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -8236457.500000 Penalty: 5513.805664
	Iteration 6F: 3 clusters Score -8236458 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 56610 members 
Entering Unmasked Estep 
Score: -8241020.500000 Penalty: 5513.805664
	Iteration 7F: 3 clusters Score -8241020 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 60796 members 
Entering Unmasked Estep 
Score: -8244953.500000 Penalty: 5513.805664
	Iteration 8F: 3 clusters Score -8244954 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 63451 members 
Entering Unmasked Estep 
Score: -8247349.500000 Penalty: 5513.805664
	Iteration 9Q: 3 clusters Score -8247350 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 64822 members 
Entering Unmasked Estep 
Score: -8248520.000000 Penalty: 5513.805664
	Iteration 10Q: 3 clusters Score -8248520 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 65534 members 
Entering Unmasked Estep 
Score: -8249136.000000 Penalty: 5513.805664
	Iteration 11Q: 3 clusters Score -8249136 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 65930 members 
Entering Unmasked Estep 
Score: -8249460.000000 Penalty: 5513.805664
	Iteration 12Q: 3 clusters Score -8249460 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 66167 members 
Entering Unmasked Estep 
Score: -8249632.500000 Penalty: 5513.805664
	Iteration 13Q: 3 clusters Score -8249632 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 66314 members 
Entering Unmasked Estep 
Score: -8249753.500000 Penalty: 5513.805664
	Iteration 14Q: 3 clusters Score -8249754 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 66396 members 
Entering Unmasked Estep 
Score: -8249829.000000 Penalty: 5513.805664
	Iteration 15Q: 3 clusters Score -8249829 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 66456 members 
Entering Unmasked Estep 
Score: -8249872.500000 Penalty: 5513.805664
	Iteration 16Q: 3 clusters Score -8249872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 66485 members 
Entering Unmasked Estep 
Score: -8249890.500000 Penalty: 5513.805664
	Iteration 17Q: 3 clusters Score -8249890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 66512 members 
Entering Unmasked Estep 
Score: -8249925.000000 Penalty: 5513.805664
	Iteration 18Q: 3 clusters Score -8249925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 66536 members 
Entering Unmasked Estep 
Score: -8249948.500000 Penalty: 5513.805664
	Iteration 19Q: 3 clusters Score -8249948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 66559 members 
Entering Unmasked Estep 
Score: -8249960.000000 Penalty: 5513.805664
	Iteration 20F: 3 clusters Score -8249960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 66577 members 
Entering Unmasked Estep 
Score: -8249969.000000 Penalty: 5513.805664
	Iteration 21Q: 3 clusters Score -8249969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 66585 members 
Entering Unmasked Estep 
Score: -8249982.000000 Penalty: 5513.805664
	Iteration 22Q: 3 clusters Score -8249982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 66590 members 
Entering Unmasked Estep 
Score: -8249992.000000 Penalty: 5513.805664
	Iteration 23Q: 3 clusters Score -8249992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 66592 members 
Entering Unmasked Estep 
Score: -8249988.000000 Penalty: 5513.805664
	Iteration 24Q: 3 clusters Score -8249988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 66591 members 
Entering Unmasked Estep 
Score: -8249996.000000 Penalty: 5513.805664
	Iteration 25Q: 3 clusters Score -8249996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 66592 members 
Entering Unmasked Estep 
Score: -8249998.500000 Penalty: 5513.805664
	Iteration 26Q: 3 clusters Score -8249998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 66594 members 
Entering Unmasked Estep 
Score: -8249995.500000 Penalty: 5513.805664
	Iteration 27Q: 3 clusters Score -8249996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 66594 members 
Entering Unmasked Estep 
Score: -8249998.000000 Penalty: 5513.805664
	Iteration 28Q: 3 clusters Score -8249998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 66592 members 
Entering Unmasked Estep 
Score: -8249993.000000 Penalty: 5513.805664
	Iteration 29Q: 3 clusters Score -8249993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 66591 members 
Entering Unmasked Estep 
Score: -8250004.000000 Penalty: 5513.805664
	Iteration 30Q: 3 clusters Score -8250004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 66590 members 
Entering Unmasked Estep 
Score: -8250001.000000 Penalty: 5513.805664
	Iteration 31Q: 3 clusters Score -8250001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 66591 members 
Entering Unmasked Estep 
Score: -8250005.000000 Penalty: 5513.805664
	Iteration 32Q: 3 clusters Score -8250005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 66591 members 
Entering Unmasked Estep 
Score: -8250005.000000 Penalty: 5513.805664
	Iteration 33F: 3 clusters Score -8250005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Entering Unmasked Estep 
Score: -1838046.375000 Penalty: 2398.326660
	Iteration 0F: 2 clusters Score -1838046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1826603.875000 Penalty: 4796.653320
	Iteration 0F: 3 clusters Score -1826604 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1830463.875000 Penalty: 4796.653320
	Iteration 1F: 3 clusters Score -1830464 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1830924.000000 Penalty: 4796.653320
	Iteration 2F: 3 clusters Score -1830924 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1831356.625000 Penalty: 4796.653320
	Iteration 3F: 3 clusters Score -1831357 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1831763.625000 Penalty: 4796.653320
	Iteration 4F: 3 clusters Score -1831764 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1832149.250000 Penalty: 4796.653320
	Iteration 5Q: 3 clusters Score -1832149 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1832524.750000 Penalty: 4796.653320
	Iteration 6Q: 3 clusters Score -1832525 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1832918.250000 Penalty: 4796.653320
	Iteration 7Q: 3 clusters Score -1832918 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1833326.500000 Penalty: 4796.653320
	Iteration 8Q: 3 clusters Score -1833326 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1833732.000000 Penalty: 4796.653320
	Iteration 9Q: 3 clusters Score -1833732 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1834095.375000 Penalty: 4796.653320
	Iteration 10Q: 3 clusters Score -1834095 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1834442.500000 Penalty: 4796.653320
	Iteration 11Q: 3 clusters Score -1834442 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1834736.125000 Penalty: 4796.653320
	Iteration 12Q: 3 clusters Score -1834736 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1835011.750000 Penalty: 4796.653320
	Iteration 13Q: 3 clusters Score -1835012 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1835248.375000 Penalty: 4796.653320
	Iteration 14Q: 3 clusters Score -1835248 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1835413.000000 Penalty: 4796.653320
	Iteration 15Q: 3 clusters Score -1835413 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1835538.500000 Penalty: 4796.653320
	Iteration 16Q: 3 clusters Score -1835538 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1835631.500000 Penalty: 4796.653320
	Iteration 17Q: 3 clusters Score -1835632 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1835719.125000 Penalty: 4796.653320
	Iteration 18Q: 3 clusters Score -1835719 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1835778.875000 Penalty: 4796.653320
	Iteration 19Q: 3 clusters Score -1835779 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1835828.875000 Penalty: 4796.653320
	Iteration 20F: 3 clusters Score -1835829 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1835872.750000 Penalty: 4796.653320
	Iteration 21Q: 3 clusters Score -1835873 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1835913.250000 Penalty: 4796.653320
	Iteration 22Q: 3 clusters Score -1835913 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1835942.625000 Penalty: 4796.653320
	Iteration 23Q: 3 clusters Score -1835943 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1835966.250000 Penalty: 4796.653320
	Iteration 24Q: 3 clusters Score -1835966 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1835980.500000 Penalty: 4796.653320
	Iteration 25Q: 3 clusters Score -1835980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1835992.875000 Penalty: 4796.653320
	Iteration 26Q: 3 clusters Score -1835993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1836001.125000 Penalty: 4796.653320
	Iteration 27Q: 3 clusters Score -1836001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1836013.000000 Penalty: 4796.653320
	Iteration 28Q: 3 clusters Score -1836013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1836014.250000 Penalty: 4796.653320
	Iteration 29Q: 3 clusters Score -1836014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1836023.375000 Penalty: 4796.653320
	Iteration 30Q: 3 clusters Score -1836023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1836032.875000 Penalty: 4796.653320
	Iteration 31Q: 3 clusters Score -1836033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1836034.375000 Penalty: 4796.653320
	Iteration 32Q: 3 clusters Score -1836034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1836038.625000 Penalty: 4796.653320
	Iteration 33Q: 3 clusters Score -1836039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1836047.750000 Penalty: 4796.653320
	Iteration 34Q: 3 clusters Score -1836048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1836049.500000 Penalty: 4796.653320
	Iteration 35Q: 3 clusters Score -1836050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1836049.875000 Penalty: 4796.653320
	Iteration 36Q: 3 clusters Score -1836050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1836052.375000 Penalty: 4796.653320
	Iteration 37Q: 3 clusters Score -1836052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1836053.250000 Penalty: 4796.653320
	Iteration 38Q: 3 clusters Score -1836053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1836057.375000 Penalty: 4796.653320
	Iteration 39Q: 3 clusters Score -1836057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1836058.625000 Penalty: 4796.653320
	Iteration 40F: 3 clusters Score -1836059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1836056.750000 Penalty: 4796.653320
	Iteration 41Q: 3 clusters Score -1836057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1836058.375000 Penalty: 4796.653320
	Iteration 42Q: 3 clusters Score -1836058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1836059.625000 Penalty: 4796.653320
	Iteration 43Q: 3 clusters Score -1836060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1836058.000000 Penalty: 4796.653320
	Iteration 44Q: 3 clusters Score -1836058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1836062.250000 Penalty: 4796.653320
	Iteration 45Q: 3 clusters Score -1836062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1836063.000000 Penalty: 4796.653320
	Iteration 46Q: 3 clusters Score -1836063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1836063.875000 Penalty: 4796.653320
	Iteration 47Q: 3 clusters Score -1836064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1836066.000000 Penalty: 4796.653320
	Iteration 48Q: 3 clusters Score -1836066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1836063.750000 Penalty: 4796.653320
	Iteration 49Q: 3 clusters Score -1836064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1836064.250000 Penalty: 4796.653320
	Iteration 50Q: 3 clusters Score -1836064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1836064.500000 Penalty: 4796.653320
	Iteration 51Q: 3 clusters Score -1836064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1836063.375000 Penalty: 4796.653320
	Iteration 52Q: 3 clusters Score -1836063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1836063.250000 Penalty: 4796.653320
	Iteration 53Q: 3 clusters Score -1836063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1836064.625000 Penalty: 4796.653320
	Iteration 54Q: 3 clusters Score -1836065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1836065.375000 Penalty: 4796.653320
	Iteration 55Q: 3 clusters Score -1836065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1836065.750000 Penalty: 4796.653320
	Iteration 56Q: 3 clusters Score -1836066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1836067.875000 Penalty: 4796.653320
	Iteration 57Q: 3 clusters Score -1836068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1836068.625000 Penalty: 4796.653320
	Iteration 58Q: 3 clusters Score -1836069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1836069.125000 Penalty: 4796.653320
	Iteration 59Q: 3 clusters Score -1836069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1836070.375000 Penalty: 4796.653320
	Iteration 60F: 3 clusters Score -1836070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1836074.375000 Penalty: 4796.653320
	Iteration 61Q: 3 clusters Score -1836074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1836072.750000 Penalty: 4796.653320
	Iteration 62Q: 3 clusters Score -1836073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1836073.375000 Penalty: 4796.653320
	Iteration 63Q: 3 clusters Score -1836073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1836075.625000 Penalty: 4796.653320
	Iteration 64Q: 3 clusters Score -1836076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1836074.875000 Penalty: 4796.653320
	Iteration 65Q: 3 clusters Score -1836075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1836074.875000 Penalty: 4796.653320
	Iteration 66F: 3 clusters Score -1836075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Entering Unmasked Estep 
Score: -989014.375000 Penalty: 2245.662109
	Iteration 0F: 2 clusters Score -989014.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -982163.562500 Penalty: 4491.324219
	Iteration 0F: 3 clusters Score -982163.6 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -984081.750000 Penalty: 4491.324219
	Iteration 1F: 3 clusters Score -984081.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -984374.625000 Penalty: 4491.324219
	Iteration 2F: 3 clusters Score -984374.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -984578.000000 Penalty: 4491.324219
	Iteration 3F: 3 clusters Score -984578 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -984728.312500 Penalty: 4491.324219
	Iteration 4Q: 3 clusters Score -984728.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -984861.437500 Penalty: 4491.324219
	Iteration 5Q: 3 clusters Score -984861.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -984984.125000 Penalty: 4491.324219
	Iteration 6Q: 3 clusters Score -984984.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -985108.562500 Penalty: 4491.324219
	Iteration 7Q: 3 clusters Score -985108.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -985247.437500 Penalty: 4491.324219
	Iteration 8Q: 3 clusters Score -985247.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -985399.437500 Penalty: 4491.324219
	Iteration 9Q: 3 clusters Score -985399.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -985549.312500 Penalty: 4491.324219
	Iteration 10Q: 3 clusters Score -985549.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -985716.062500 Penalty: 4491.324219
	Iteration 11Q: 3 clusters Score -985716.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -985896.750000 Penalty: 4491.324219
	Iteration 12Q: 3 clusters Score -985896.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -986098.375000 Penalty: 4491.324219
	Iteration 13Q: 3 clusters Score -986098.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -986319.937500 Penalty: 4491.324219
	Iteration 14Q: 3 clusters Score -986319.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -986511.250000 Penalty: 4491.324219
	Iteration 15Q: 3 clusters Score -986511.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -986652.375000 Penalty: 4491.324219
	Iteration 16Q: 3 clusters Score -986652.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -986758.062500 Penalty: 4491.324219
	Iteration 17Q: 3 clusters Score -986758.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -986840.062500 Penalty: 4491.324219
	Iteration 18Q: 3 clusters Score -986840.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -986896.125000 Penalty: 4491.324219
	Iteration 19Q: 3 clusters Score -986896.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -986937.000000 Penalty: 4491.324219
	Iteration 20F: 3 clusters Score -986937 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -986975.812500 Penalty: 4491.324219
	Iteration 21Q: 3 clusters Score -986975.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -987003.750000 Penalty: 4491.324219
	Iteration 22Q: 3 clusters Score -987003.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -987022.500000 Penalty: 4491.324219
	Iteration 23Q: 3 clusters Score -987022.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -987035.812500 Penalty: 4491.324219
	Iteration 24Q: 3 clusters Score -987035.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -987047.625000 Penalty: 4491.324219
	Iteration 25Q: 3 clusters Score -987047.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -987059.562500 Penalty: 4491.324219
	Iteration 26Q: 3 clusters Score -987059.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -987069.812500 Penalty: 4491.324219
	Iteration 27Q: 3 clusters Score -987069.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -987085.187500 Penalty: 4491.324219
	Iteration 28Q: 3 clusters Score -987085.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -987093.562500 Penalty: 4491.324219
	Iteration 29Q: 3 clusters Score -987093.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -987098.625000 Penalty: 4491.324219
	Iteration 30Q: 3 clusters Score -987098.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -987099.250000 Penalty: 4491.324219
	Iteration 31Q: 3 clusters Score -987099.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -987100.375000 Penalty: 4491.324219
	Iteration 32Q: 3 clusters Score -987100.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -987100.375000 Penalty: 4491.324219
	Iteration 33F: 3 clusters Score -987100.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Entering Unmasked Estep 
Score: -4575279.000000 Penalty: 2610.872803
	Iteration 0F: 2 clusters Score -4575279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -4549927.500000 Penalty: 5221.745605
	Iteration 0F: 3 clusters Score -4549928 nChanged 17043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -4559305.500000 Penalty: 5221.745605
	Iteration 1F: 3 clusters Score -4559306 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -4560109.500000 Penalty: 5221.745605
	Iteration 2Q: 3 clusters Score -4560110 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -4561051.000000 Penalty: 5221.745605
	Iteration 3F: 3 clusters Score -4561051 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -4562065.000000 Penalty: 5221.745605
	Iteration 4F: 3 clusters Score -4562065 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -4563360.500000 Penalty: 5221.745605
	Iteration 5F: 3 clusters Score -4563360 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -4564636.500000 Penalty: 5221.745605
	Iteration 6F: 3 clusters Score -4564636 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -4565689.000000 Penalty: 5221.745605
	Iteration 7F: 3 clusters Score -4565689 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -4566439.000000 Penalty: 5221.745605
	Iteration 8Q: 3 clusters Score -4566439 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -4566959.500000 Penalty: 5221.745605
	Iteration 9Q: 3 clusters Score -4566960 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -4567374.000000 Penalty: 5221.745605
	Iteration 10Q: 3 clusters Score -4567374 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -4567769.000000 Penalty: 5221.745605
	Iteration 11Q: 3 clusters Score -4567769 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -4568196.500000 Penalty: 5221.745605
	Iteration 12Q: 3 clusters Score -4568196 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -4568637.500000 Penalty: 5221.745605
	Iteration 13Q: 3 clusters Score -4568638 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -4569126.500000 Penalty: 5221.745605
	Iteration 14Q: 3 clusters Score -4569126 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -4569657.500000 Penalty: 5221.745605
	Iteration 15Q: 3 clusters Score -4569658 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -4570234.000000 Penalty: 5221.745605
	Iteration 16Q: 3 clusters Score -4570234 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -4570787.500000 Penalty: 5221.745605
	Iteration 17Q: 3 clusters Score -4570788 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -4571342.000000 Penalty: 5221.745605
	Iteration 18Q: 3 clusters Score -4571342 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -4571861.500000 Penalty: 5221.745605
	Iteration 19Q: 3 clusters Score -4571862 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -4572286.500000 Penalty: 5221.745605
	Iteration 20F: 3 clusters Score -4572286 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4572649.000000 Penalty: 5221.745605
	Iteration 21Q: 3 clusters Score -4572649 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4572952.000000 Penalty: 5221.745605
	Iteration 22Q: 3 clusters Score -4572952 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4573120.000000 Penalty: 5221.745605
	Iteration 23Q: 3 clusters Score -4573120 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4573246.500000 Penalty: 5221.745605
	Iteration 24Q: 3 clusters Score -4573246 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4573339.500000 Penalty: 5221.745605
	Iteration 25Q: 3 clusters Score -4573340 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4573390.500000 Penalty: 5221.745605
	Iteration 26Q: 3 clusters Score -4573390 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4573428.000000 Penalty: 5221.745605
	Iteration 27Q: 3 clusters Score -4573428 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4573462.500000 Penalty: 5221.745605
	Iteration 28Q: 3 clusters Score -4573462 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4573483.500000 Penalty: 5221.745605
	Iteration 29Q: 3 clusters Score -4573484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4573488.500000 Penalty: 5221.745605
	Iteration 30Q: 3 clusters Score -4573488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4573494.500000 Penalty: 5221.745605
	Iteration 31Q: 3 clusters Score -4573494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4573509.500000 Penalty: 5221.745605
	Iteration 32Q: 3 clusters Score -4573510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4573511.500000 Penalty: 5221.745605
	Iteration 33Q: 3 clusters Score -4573512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4573513.000000 Penalty: 5221.745605
	Iteration 34Q: 3 clusters Score -4573513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4573519.500000 Penalty: 5221.745605
	Iteration 35Q: 3 clusters Score -4573520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4573513.000000 Penalty: 5221.745605
	Iteration 36Q: 3 clusters Score -4573513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4573515.500000 Penalty: 5221.745605
	Iteration 37Q: 3 clusters Score -4573516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4573511.500000 Penalty: 5221.745605
	Iteration 38Q: 3 clusters Score -4573512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4573517.500000 Penalty: 5221.745605
	Iteration 39Q: 3 clusters Score -4573518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4573519.500000 Penalty: 5221.745605
	Iteration 40F: 3 clusters Score -4573520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4573524.500000 Penalty: 5221.745605
	Iteration 41Q: 3 clusters Score -4573524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4573530.000000 Penalty: 5221.745605
	Iteration 42Q: 3 clusters Score -4573530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4573529.000000 Penalty: 5221.745605
	Iteration 43Q: 3 clusters Score -4573529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4573536.000000 Penalty: 5221.745605
	Iteration 44Q: 3 clusters Score -4573536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4573534.500000 Penalty: 5221.745605
	Iteration 45Q: 3 clusters Score -4573534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4573537.500000 Penalty: 5221.745605
	Iteration 46Q: 3 clusters Score -4573538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4573545.000000 Penalty: 5221.745605
	Iteration 47Q: 3 clusters Score -4573545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4573544.500000 Penalty: 5221.745605
	Iteration 48Q: 3 clusters Score -4573544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4573545.000000 Penalty: 5221.745605
	Iteration 49Q: 3 clusters Score -4573545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4573545.000000 Penalty: 5221.745605
	Iteration 50F: 3 clusters Score -4573545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -98360.164062 Penalty: 1695.392334
	Iteration 0F: 2 clusters Score -98360.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -96557.156250 Penalty: 3390.784668
	Iteration 0F: 3 clusters Score -96557.16 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -96842.648438 Penalty: 3390.784668
	Iteration 1F: 3 clusters Score -96842.65 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -96956.468750 Penalty: 3390.784668
	Iteration 2Q: 3 clusters Score -96956.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -97022.937500 Penalty: 3390.784668
	Iteration 3Q: 3 clusters Score -97022.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -97092.015625 Penalty: 3390.784668
	Iteration 4Q: 3 clusters Score -97092.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97131.492188 Penalty: 3390.784668
	Iteration 5Q: 3 clusters Score -97131.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -97185.265625 Penalty: 3390.784668
	Iteration 6Q: 3 clusters Score -97185.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -97220.945312 Penalty: 3390.784668
	Iteration 7Q: 3 clusters Score -97220.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -97240.171875 Penalty: 3390.784668
	Iteration 8Q: 3 clusters Score -97240.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -97257.750000 Penalty: 3390.784668
	Iteration 9Q: 3 clusters Score -97257.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -97270.648438 Penalty: 3390.784668
	Iteration 10Q: 3 clusters Score -97270.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -97276.382812 Penalty: 3390.784668
	Iteration 11Q: 3 clusters Score -97276.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -97279.835938 Penalty: 3390.784668
	Iteration 12Q: 3 clusters Score -97279.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -97283.507812 Penalty: 3390.784668
	Iteration 13Q: 3 clusters Score -97283.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -97287.570312 Penalty: 3390.784668
	Iteration 14Q: 3 clusters Score -97287.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -97293.171875 Penalty: 3390.784668
	Iteration 15Q: 3 clusters Score -97293.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -97299.781250 Penalty: 3390.784668
	Iteration 16Q: 3 clusters Score -97299.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -97303.343750 Penalty: 3390.784668
	Iteration 17Q: 3 clusters Score -97303.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -97304.750000 Penalty: 3390.784668
	Iteration 18Q: 3 clusters Score -97304.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -97306.289062 Penalty: 3390.784668
	Iteration 19Q: 3 clusters Score -97306.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -97306.289062 Penalty: 3390.784668
	Iteration 20F: 3 clusters Score -97306.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (191994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191994 members 
Entering Unmasked Estep 
Score: -23557290.000000 Penalty: 3016.974365
	Iteration 0F: 2 clusters Score -2.355729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95807 members 
Mstep: Class 2 contains 96187 members 
Entering Unmasked Estep 
Score: -23434430.000000 Penalty: 6033.948730
	Iteration 0F: 3 clusters Score -2.343443e+07 nChanged 92210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95427 members 
Mstep: Class 2 contains 96567 members 
Entering Unmasked Estep 
Score: -23488700.000000 Penalty: 6033.948730
	Iteration 1F: 3 clusters Score -2.34887e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94719 members 
Mstep: Class 2 contains 97275 members 
Entering Unmasked Estep 
Score: -23490052.000000 Penalty: 6033.948730
	Iteration 2Q: 3 clusters Score -2.349005e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93532 members 
Mstep: Class 2 contains 98462 members 
Entering Unmasked Estep 
Score: -23491602.000000 Penalty: 6033.948730
	Iteration 3Q: 3 clusters Score -2.34916e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91836 members 
Mstep: Class 2 contains 100158 members 
Entering Unmasked Estep 
Score: -23493284.000000 Penalty: 6033.948730
	Iteration 4Q: 3 clusters Score -2.349328e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89239 members 
Mstep: Class 2 contains 102755 members 
Entering Unmasked Estep 
Score: -23495504.000000 Penalty: 6033.948730
	Iteration 5Q: 3 clusters Score -2.34955e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85447 members 
Mstep: Class 2 contains 106547 members 
Entering Unmasked Estep 
Score: -23498916.000000 Penalty: 6033.948730
	Iteration 6Q: 3 clusters Score -2.349892e+07 nChanged 8900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80225 members 
Mstep: Class 2 contains 111769 members 
Entering Unmasked Estep 
Score: -23503454.000000 Penalty: 6033.948730
	Iteration 7Q: 3 clusters Score -2.350345e+07 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73566 members 
Mstep: Class 2 contains 118428 members 
Entering Unmasked Estep 
Score: -23509602.000000 Penalty: 6033.948730
	Iteration 8F: 3 clusters Score -2.35096e+07 nChanged 10691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65967 members 
Mstep: Class 2 contains 126027 members 
Entering Unmasked Estep 
Score: -23516814.000000 Penalty: 6033.948730
	Iteration 9F: 3 clusters Score -2.351681e+07 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 133697 members 
Entering Unmasked Estep 
Score: -23524196.000000 Penalty: 6033.948730
	Iteration 10F: 3 clusters Score -2.35242e+07 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51393 members 
Mstep: Class 2 contains 140601 members 
Entering Unmasked Estep 
Score: -23529982.000000 Penalty: 6033.948730
	Iteration 11Q: 3 clusters Score -2.352998e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 146732 members 
Entering Unmasked Estep 
Score: -23534728.000000 Penalty: 6033.948730
	Iteration 12Q: 3 clusters Score -2.353473e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 152067 members 
Entering Unmasked Estep 
Score: -23538268.000000 Penalty: 6033.948730
	Iteration 13Q: 3 clusters Score -2.353827e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 156846 members 
Entering Unmasked Estep 
Score: -23541014.000000 Penalty: 6033.948730
	Iteration 14Q: 3 clusters Score -2.354101e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 161258 members 
Entering Unmasked Estep 
Score: -23543494.000000 Penalty: 6033.948730
	Iteration 15Q: 3 clusters Score -2.354349e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 165333 members 
Entering Unmasked Estep 
Score: -23545542.000000 Penalty: 6033.948730
	Iteration 16Q: 3 clusters Score -2.354554e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 169192 members 
Entering Unmasked Estep 
Score: -23547556.000000 Penalty: 6033.948730
	Iteration 17Q: 3 clusters Score -2.354756e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 172744 members 
Entering Unmasked Estep 
Score: -23549414.000000 Penalty: 6033.948730
	Iteration 18Q: 3 clusters Score -2.354941e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 175978 members 
Entering Unmasked Estep 
Score: -23551116.000000 Penalty: 6033.948730
	Iteration 19Q: 3 clusters Score -2.355112e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 178736 members 
Entering Unmasked Estep 
Score: -23552454.000000 Penalty: 6033.948730
	Iteration 20F: 3 clusters Score -2.355245e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 181038 members 
Entering Unmasked Estep 
Score: -23553428.000000 Penalty: 6033.948730
	Iteration 21Q: 3 clusters Score -2.355343e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 182896 members 
Entering Unmasked Estep 
Score: -23554262.000000 Penalty: 6033.948730
	Iteration 22Q: 3 clusters Score -2.355426e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 184372 members 
Entering Unmasked Estep 
Score: -23554932.000000 Penalty: 6033.948730
	Iteration 23Q: 3 clusters Score -2.355493e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 185454 members 
Entering Unmasked Estep 
Score: -23555314.000000 Penalty: 6033.948730
	Iteration 24Q: 3 clusters Score -2.355531e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 186249 members 
Entering Unmasked Estep 
Score: -23555710.000000 Penalty: 6033.948730
	Iteration 25Q: 3 clusters Score -2.355571e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 186849 members 
Entering Unmasked Estep 
Score: -23555842.000000 Penalty: 6033.948730
	Iteration 26Q: 3 clusters Score -2.355584e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 187288 members 
Entering Unmasked Estep 
Score: -23556040.000000 Penalty: 6033.948730
	Iteration 27Q: 3 clusters Score -2.355604e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 187583 members 
Entering Unmasked Estep 
Score: -23556148.000000 Penalty: 6033.948730
	Iteration 28Q: 3 clusters Score -2.355615e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 187819 members 
Entering Unmasked Estep 
Score: -23556172.000000 Penalty: 6033.948730
	Iteration 29Q: 3 clusters Score -2.355617e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 188005 members 
Entering Unmasked Estep 
Score: -23556276.000000 Penalty: 6033.948730
	Iteration 30Q: 3 clusters Score -2.355628e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 188159 members 
Entering Unmasked Estep 
Score: -23556258.000000 Penalty: 6033.948730
	Iteration 31Q: 3 clusters Score -2.355626e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 188279 members 
Entering Unmasked Estep 
Score: -23556262.000000 Penalty: 6033.948730
	Iteration 32Q: 3 clusters Score -2.355626e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 188369 members 
Entering Unmasked Estep 
Score: -23556260.000000 Penalty: 6033.948730
	Iteration 33Q: 3 clusters Score -2.355626e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 188446 members 
Entering Unmasked Estep 
Score: -23556256.000000 Penalty: 6033.948730
	Iteration 34Q: 3 clusters Score -2.355626e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 188506 members 
Entering Unmasked Estep 
Score: -23556292.000000 Penalty: 6033.948730
	Iteration 35Q: 3 clusters Score -2.355629e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 188565 members 
Entering Unmasked Estep 
Score: -23556294.000000 Penalty: 6033.948730
	Iteration 36Q: 3 clusters Score -2.355629e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 188630 members 
Entering Unmasked Estep 
Score: -23556294.000000 Penalty: 6033.948730
	Iteration 37Q: 3 clusters Score -2.355629e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 188671 members 
Entering Unmasked Estep 
Score: -23556320.000000 Penalty: 6033.948730
	Iteration 38Q: 3 clusters Score -2.355632e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 188697 members 
Entering Unmasked Estep 
Score: -23556336.000000 Penalty: 6033.948730
	Iteration 39Q: 3 clusters Score -2.355634e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 188733 members 
Entering Unmasked Estep 
Score: -23556308.000000 Penalty: 6033.948730
	Iteration 40F: 3 clusters Score -2.355631e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 188767 members 
Entering Unmasked Estep 
Score: -23556326.000000 Penalty: 6033.948730
	Iteration 41Q: 3 clusters Score -2.355633e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 188793 members 
Entering Unmasked Estep 
Score: -23556336.000000 Penalty: 6033.948730
	Iteration 42Q: 3 clusters Score -2.355634e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 188821 members 
Entering Unmasked Estep 
Score: -23556344.000000 Penalty: 6033.948730
	Iteration 43Q: 3 clusters Score -2.355634e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 188852 members 
Entering Unmasked Estep 
Score: -23556336.000000 Penalty: 6033.948730
	Iteration 44Q: 3 clusters Score -2.355634e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 188864 members 
Entering Unmasked Estep 
Score: -23556350.000000 Penalty: 6033.948730
	Iteration 45Q: 3 clusters Score -2.355635e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 188874 members 
Entering Unmasked Estep 
Score: -23556352.000000 Penalty: 6033.948730
	Iteration 46Q: 3 clusters Score -2.355635e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 188881 members 
Entering Unmasked Estep 
Score: -23556366.000000 Penalty: 6033.948730
	Iteration 47Q: 3 clusters Score -2.355637e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 188883 members 
Entering Unmasked Estep 
Score: -23556384.000000 Penalty: 6033.948730
	Iteration 48Q: 3 clusters Score -2.355638e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 188895 members 
Entering Unmasked Estep 
Score: -23556380.000000 Penalty: 6033.948730
	Iteration 49Q: 3 clusters Score -2.355638e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 188905 members 
Entering Unmasked Estep 
Score: -23556372.000000 Penalty: 6033.948730
	Iteration 50Q: 3 clusters Score -2.355637e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 188914 members 
Entering Unmasked Estep 
Score: -23556392.000000 Penalty: 6033.948730
	Iteration 51Q: 3 clusters Score -2.355639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 188920 members 
Entering Unmasked Estep 
Score: -23556366.000000 Penalty: 6033.948730
	Iteration 52Q: 3 clusters Score -2.355637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 188926 members 
Entering Unmasked Estep 
Score: -23556376.000000 Penalty: 6033.948730
	Iteration 53Q: 3 clusters Score -2.355638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 188933 members 
Entering Unmasked Estep 
Score: -23556382.000000 Penalty: 6033.948730
	Iteration 54Q: 3 clusters Score -2.355638e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 188941 members 
Entering Unmasked Estep 
Score: -23556368.000000 Penalty: 6033.948730
	Iteration 55Q: 3 clusters Score -2.355637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 188944 members 
Entering Unmasked Estep 
Score: -23556368.000000 Penalty: 6033.948730
	Iteration 56Q: 3 clusters Score -2.355637e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 188951 members 
Entering Unmasked Estep 
Score: -23556374.000000 Penalty: 6033.948730
	Iteration 57Q: 3 clusters Score -2.355637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 188957 members 
Entering Unmasked Estep 
Score: -23556344.000000 Penalty: 6033.948730
	Iteration 58Q: 3 clusters Score -2.355634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 188965 members 
Entering Unmasked Estep 
Score: -23556336.000000 Penalty: 6033.948730
	Iteration 59Q: 3 clusters Score -2.355634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 188973 members 
Entering Unmasked Estep 
Score: -23556314.000000 Penalty: 6033.948730
	Iteration 60F: 3 clusters Score -2.355631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 188981 members 
Entering Unmasked Estep 
Score: -23556330.000000 Penalty: 6033.948730
	Iteration 61Q: 3 clusters Score -2.355633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 188987 members 
Entering Unmasked Estep 
Score: -23556340.000000 Penalty: 6033.948730
	Iteration 62Q: 3 clusters Score -2.355634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 188992 members 
Entering Unmasked Estep 
Score: -23556338.000000 Penalty: 6033.948730
	Iteration 63Q: 3 clusters Score -2.355634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 189001 members 
Entering Unmasked Estep 
Score: -23556332.000000 Penalty: 6033.948730
	Iteration 64Q: 3 clusters Score -2.355633e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 189012 members 
Entering Unmasked Estep 
Score: -23556334.000000 Penalty: 6033.948730
	Iteration 65Q: 3 clusters Score -2.355633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 189018 members 
Entering Unmasked Estep 
Score: -23556340.000000 Penalty: 6033.948730
	Iteration 66Q: 3 clusters Score -2.355634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 189026 members 
Entering Unmasked Estep 
Score: -23556348.000000 Penalty: 6033.948730
	Iteration 67Q: 3 clusters Score -2.355635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 189027 members 
Entering Unmasked Estep 
Score: -23556350.000000 Penalty: 6033.948730
	Iteration 68Q: 3 clusters Score -2.355635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 189028 members 
Entering Unmasked Estep 
Score: -23556372.000000 Penalty: 6033.948730
	Iteration 69Q: 3 clusters Score -2.355637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 189030 members 
Entering Unmasked Estep 
Score: -23556380.000000 Penalty: 6033.948730
	Iteration 70Q: 3 clusters Score -2.355638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 189031 members 
Entering Unmasked Estep 
Score: -23556376.000000 Penalty: 6033.948730
	Iteration 71Q: 3 clusters Score -2.355638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 189032 members 
Entering Unmasked Estep 
Score: -23556380.000000 Penalty: 6033.948730
	Iteration 72Q: 3 clusters Score -2.355638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 189032 members 
Entering Unmasked Estep 
Score: -23556380.000000 Penalty: 6033.948730
	Iteration 73F: 3 clusters Score -2.355638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (128871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128871 members 
Entering Unmasked Estep 
Score: -15747520.000000 Penalty: 2918.108643
	Iteration 0F: 2 clusters Score -1.574752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64512 members 
Mstep: Class 2 contains 64359 members 
Entering Unmasked Estep 
Score: -15661379.000000 Penalty: 5836.217285
	Iteration 0F: 3 clusters Score -1.566138e+07 nChanged 61280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 63651 members 
Entering Unmasked Estep 
Score: -15696568.000000 Penalty: 5836.217285
	Iteration 1F: 3 clusters Score -1.569657e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65555 members 
Mstep: Class 2 contains 63316 members 
Entering Unmasked Estep 
Score: -15697738.000000 Penalty: 5836.217285
	Iteration 2Q: 3 clusters Score -1.569774e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66205 members 
Mstep: Class 2 contains 62666 members 
Entering Unmasked Estep 
Score: -15698881.000000 Penalty: 5836.217285
	Iteration 3Q: 3 clusters Score -1.569888e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67180 members 
Mstep: Class 2 contains 61691 members 
Entering Unmasked Estep 
Score: -15700182.000000 Penalty: 5836.217285
	Iteration 4Q: 3 clusters Score -1.570018e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68540 members 
Mstep: Class 2 contains 60331 members 
Entering Unmasked Estep 
Score: -15701639.000000 Penalty: 5836.217285
	Iteration 5Q: 3 clusters Score -1.570164e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70679 members 
Mstep: Class 2 contains 58192 members 
Entering Unmasked Estep 
Score: -15703504.000000 Penalty: 5836.217285
	Iteration 6Q: 3 clusters Score -1.57035e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73777 members 
Mstep: Class 2 contains 55094 members 
Entering Unmasked Estep 
Score: -15705792.000000 Penalty: 5836.217285
	Iteration 7Q: 3 clusters Score -1.570579e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78117 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -15708672.000000 Penalty: 5836.217285
	Iteration 8Q: 3 clusters Score -1.570867e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83764 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -15712373.000000 Penalty: 5836.217285
	Iteration 9F: 3 clusters Score -1.571237e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90897 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -15717135.000000 Penalty: 5836.217285
	Iteration 10F: 3 clusters Score -1.571714e+07 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99001 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -15722812.000000 Penalty: 5836.217285
	Iteration 11F: 3 clusters Score -1.572281e+07 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107178 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -15728986.000000 Penalty: 5836.217285
	Iteration 12F: 3 clusters Score -1.572899e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114374 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -15734509.000000 Penalty: 5836.217285
	Iteration 13F: 3 clusters Score -1.573451e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119865 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -15738557.000000 Penalty: 5836.217285
	Iteration 14Q: 3 clusters Score -1.573856e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123529 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -15741364.000000 Penalty: 5836.217285
	Iteration 15Q: 3 clusters Score -1.574136e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125701 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -15743055.000000 Penalty: 5836.217285
	Iteration 16Q: 3 clusters Score -1.574306e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126912 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -15743911.000000 Penalty: 5836.217285
	Iteration 17Q: 3 clusters Score -1.574391e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127592 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -15744396.000000 Penalty: 5836.217285
	Iteration 18Q: 3 clusters Score -1.57444e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127910 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -15744625.000000 Penalty: 5836.217285
	Iteration 19Q: 3 clusters Score -1.574462e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128088 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -15744736.000000 Penalty: 5836.217285
	Iteration 20F: 3 clusters Score -1.574474e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128183 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -15744811.000000 Penalty: 5836.217285
	Iteration 21Q: 3 clusters Score -1.574481e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128234 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -15744867.000000 Penalty: 5836.217285
	Iteration 22Q: 3 clusters Score -1.574487e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128267 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -15744915.000000 Penalty: 5836.217285
	Iteration 23Q: 3 clusters Score -1.574492e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128292 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -15744947.000000 Penalty: 5836.217285
	Iteration 24Q: 3 clusters Score -1.574495e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128298 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -15744979.000000 Penalty: 5836.217285
	Iteration 25Q: 3 clusters Score -1.574498e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128306 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -15744979.000000 Penalty: 5836.217285
	Iteration 26Q: 3 clusters Score -1.574498e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128315 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -15745010.000000 Penalty: 5836.217285
	Iteration 27Q: 3 clusters Score -1.574501e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128321 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -15745024.000000 Penalty: 5836.217285
	Iteration 28Q: 3 clusters Score -1.574502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128325 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -15745024.000000 Penalty: 5836.217285
	Iteration 29Q: 3 clusters Score -1.574502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128329 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -15745018.000000 Penalty: 5836.217285
	Iteration 30Q: 3 clusters Score -1.574502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128330 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -15745021.000000 Penalty: 5836.217285
	Iteration 31Q: 3 clusters Score -1.574502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128330 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -15745016.000000 Penalty: 5836.217285
	Iteration 32Q: 3 clusters Score -1.574502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128330 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -15745016.000000 Penalty: 5836.217285
	Iteration 33F: 3 clusters Score -1.574502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Entering Unmasked Estep 
Score: -2845591.500000 Penalty: 2496.122803
	Iteration 0F: 2 clusters Score -2845592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2829273.750000 Penalty: 4992.245605
	Iteration 0F: 3 clusters Score -2829274 nChanged 10475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2835007.750000 Penalty: 4992.245605
	Iteration 1F: 3 clusters Score -2835008 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2835518.000000 Penalty: 4992.245605
	Iteration 2F: 3 clusters Score -2835518 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2836022.250000 Penalty: 4992.245605
	Iteration 3F: 3 clusters Score -2836022 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2836617.500000 Penalty: 4992.245605
	Iteration 4F: 3 clusters Score -2836618 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2837392.500000 Penalty: 4992.245605
	Iteration 5F: 3 clusters Score -2837392 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2838395.250000 Penalty: 4992.245605
	Iteration 6F: 3 clusters Score -2838395 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2839511.250000 Penalty: 4992.245605
	Iteration 7F: 3 clusters Score -2839511 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2840569.750000 Penalty: 4992.245605
	Iteration 8F: 3 clusters Score -2840570 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2841452.250000 Penalty: 4992.245605
	Iteration 9Q: 3 clusters Score -2841452 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2842173.500000 Penalty: 4992.245605
	Iteration 10Q: 3 clusters Score -2842174 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2842684.750000 Penalty: 4992.245605
	Iteration 11Q: 3 clusters Score -2842685 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2843010.750000 Penalty: 4992.245605
	Iteration 12Q: 3 clusters Score -2843011 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2843186.000000 Penalty: 4992.245605
	Iteration 13Q: 3 clusters Score -2843186 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2843273.750000 Penalty: 4992.245605
	Iteration 14Q: 3 clusters Score -2843274 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2843344.500000 Penalty: 4992.245605
	Iteration 15Q: 3 clusters Score -2843344 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2843383.500000 Penalty: 4992.245605
	Iteration 16Q: 3 clusters Score -2843384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2843414.500000 Penalty: 4992.245605
	Iteration 17Q: 3 clusters Score -2843414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2843428.750000 Penalty: 4992.245605
	Iteration 18Q: 3 clusters Score -2843429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2843434.250000 Penalty: 4992.245605
	Iteration 19Q: 3 clusters Score -2843434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2843437.000000 Penalty: 4992.245605
	Iteration 20F: 3 clusters Score -2843437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2843435.750000 Penalty: 4992.245605
	Iteration 21Q: 3 clusters Score -2843436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2843435.750000 Penalty: 4992.245605
	Iteration 22F: 3 clusters Score -2843436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Entering Unmasked Estep 
Score: -1194185.125000 Penalty: 2289.512695
	Iteration 0F: 2 clusters Score -1194185 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 5181 members 
Entering Unmasked Estep 
Score: -1186309.125000 Penalty: 4579.025391
	Iteration 0F: 3 clusters Score -1186309 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1188730.250000 Penalty: 4579.025391
	Iteration 1F: 3 clusters Score -1188730 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1189107.125000 Penalty: 4579.025391
	Iteration 2F: 3 clusters Score -1189107 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1189399.875000 Penalty: 4579.025391
	Iteration 3F: 3 clusters Score -1189400 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1189631.125000 Penalty: 4579.025391
	Iteration 4Q: 3 clusters Score -1189631 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1189803.000000 Penalty: 4579.025391
	Iteration 5Q: 3 clusters Score -1189803 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1189940.500000 Penalty: 4579.025391
	Iteration 6Q: 3 clusters Score -1189940 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1190062.625000 Penalty: 4579.025391
	Iteration 7Q: 3 clusters Score -1190063 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1190181.875000 Penalty: 4579.025391
	Iteration 8Q: 3 clusters Score -1190182 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1190286.250000 Penalty: 4579.025391
	Iteration 9Q: 3 clusters Score -1190286 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1190368.000000 Penalty: 4579.025391
	Iteration 10Q: 3 clusters Score -1190368 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1190449.375000 Penalty: 4579.025391
	Iteration 11Q: 3 clusters Score -1190449 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1190533.750000 Penalty: 4579.025391
	Iteration 12Q: 3 clusters Score -1190534 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1190625.375000 Penalty: 4579.025391
	Iteration 13Q: 3 clusters Score -1190625 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1190721.125000 Penalty: 4579.025391
	Iteration 14Q: 3 clusters Score -1190721 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1190837.500000 Penalty: 4579.025391
	Iteration 15Q: 3 clusters Score -1190838 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1190967.375000 Penalty: 4579.025391
	Iteration 16Q: 3 clusters Score -1190967 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1191111.500000 Penalty: 4579.025391
	Iteration 17Q: 3 clusters Score -1191112 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1191276.375000 Penalty: 4579.025391
	Iteration 18Q: 3 clusters Score -1191276 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1191423.250000 Penalty: 4579.025391
	Iteration 19Q: 3 clusters Score -1191423 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1191583.000000 Penalty: 4579.025391
	Iteration 20F: 3 clusters Score -1191583 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1191728.750000 Penalty: 4579.025391
	Iteration 21Q: 3 clusters Score -1191729 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1191829.000000 Penalty: 4579.025391
	Iteration 22Q: 3 clusters Score -1191829 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1191914.625000 Penalty: 4579.025391
	Iteration 23Q: 3 clusters Score -1191915 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1191984.375000 Penalty: 4579.025391
	Iteration 24Q: 3 clusters Score -1191984 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1192054.750000 Penalty: 4579.025391
	Iteration 25Q: 3 clusters Score -1192055 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1192111.000000 Penalty: 4579.025391
	Iteration 26Q: 3 clusters Score -1192111 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1192149.250000 Penalty: 4579.025391
	Iteration 27Q: 3 clusters Score -1192149 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1192171.500000 Penalty: 4579.025391
	Iteration 28Q: 3 clusters Score -1192172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1192189.875000 Penalty: 4579.025391
	Iteration 29Q: 3 clusters Score -1192190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1192202.750000 Penalty: 4579.025391
	Iteration 30Q: 3 clusters Score -1192203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1192211.875000 Penalty: 4579.025391
	Iteration 31Q: 3 clusters Score -1192212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1192216.125000 Penalty: 4579.025391
	Iteration 32Q: 3 clusters Score -1192216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1192222.000000 Penalty: 4579.025391
	Iteration 33Q: 3 clusters Score -1192222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1192226.625000 Penalty: 4579.025391
	Iteration 34Q: 3 clusters Score -1192227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1192229.875000 Penalty: 4579.025391
	Iteration 35Q: 3 clusters Score -1192230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1192230.250000 Penalty: 4579.025391
	Iteration 36Q: 3 clusters Score -1192230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1192236.625000 Penalty: 4579.025391
	Iteration 37Q: 3 clusters Score -1192237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1192238.500000 Penalty: 4579.025391
	Iteration 38Q: 3 clusters Score -1192238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1192242.875000 Penalty: 4579.025391
	Iteration 39Q: 3 clusters Score -1192243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1192247.500000 Penalty: 4579.025391
	Iteration 40F: 3 clusters Score -1192248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1192251.250000 Penalty: 4579.025391
	Iteration 41Q: 3 clusters Score -1192251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1192255.125000 Penalty: 4579.025391
	Iteration 42Q: 3 clusters Score -1192255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1192259.500000 Penalty: 4579.025391
	Iteration 43Q: 3 clusters Score -1192260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1192259.625000 Penalty: 4579.025391
	Iteration 44Q: 3 clusters Score -1192260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1192259.750000 Penalty: 4579.025391
	Iteration 45Q: 3 clusters Score -1192260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1192265.000000 Penalty: 4579.025391
	Iteration 46Q: 3 clusters Score -1192265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1192274.000000 Penalty: 4579.025391
	Iteration 47Q: 3 clusters Score -1192274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1192276.250000 Penalty: 4579.025391
	Iteration 48Q: 3 clusters Score -1192276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1192275.750000 Penalty: 4579.025391
	Iteration 49Q: 3 clusters Score -1192276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1192276.750000 Penalty: 4579.025391
	Iteration 50Q: 3 clusters Score -1192277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1192277.625000 Penalty: 4579.025391
	Iteration 51Q: 3 clusters Score -1192278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1192277.750000 Penalty: 4579.025391
	Iteration 52Q: 3 clusters Score -1192278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1192279.375000 Penalty: 4579.025391
	Iteration 53Q: 3 clusters Score -1192279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1192279.375000 Penalty: 4579.025391
	Iteration 54F: 3 clusters Score -1192279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Entering Unmasked Estep 
Score: -1169370.375000 Penalty: 2275.791016
	Iteration 0F: 2 clusters Score -1169370 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 4802 members 
Entering Unmasked Estep 
Score: -1161946.250000 Penalty: 4551.582031
	Iteration 0F: 3 clusters Score -1161946 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1164127.250000 Penalty: 4551.582031
	Iteration 1F: 3 clusters Score -1164127 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1164519.500000 Penalty: 4551.582031
	Iteration 2F: 3 clusters Score -1164520 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1164910.125000 Penalty: 4551.582031
	Iteration 3F: 3 clusters Score -1164910 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1165283.750000 Penalty: 4551.582031
	Iteration 4F: 3 clusters Score -1165284 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1165677.250000 Penalty: 4551.582031
	Iteration 5F: 3 clusters Score -1165677 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1166040.875000 Penalty: 4551.582031
	Iteration 6F: 3 clusters Score -1166041 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1166372.250000 Penalty: 4551.582031
	Iteration 7F: 3 clusters Score -1166372 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1166680.375000 Penalty: 4551.582031
	Iteration 8Q: 3 clusters Score -1166680 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1166960.875000 Penalty: 4551.582031
	Iteration 9Q: 3 clusters Score -1166961 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1167163.000000 Penalty: 4551.582031
	Iteration 10Q: 3 clusters Score -1167163 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1167294.625000 Penalty: 4551.582031
	Iteration 11Q: 3 clusters Score -1167295 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1167390.125000 Penalty: 4551.582031
	Iteration 12Q: 3 clusters Score -1167390 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1167469.875000 Penalty: 4551.582031
	Iteration 13Q: 3 clusters Score -1167470 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1167530.750000 Penalty: 4551.582031
	Iteration 14Q: 3 clusters Score -1167531 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1167577.000000 Penalty: 4551.582031
	Iteration 15Q: 3 clusters Score -1167577 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1167618.500000 Penalty: 4551.582031
	Iteration 16Q: 3 clusters Score -1167618 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1167656.500000 Penalty: 4551.582031
	Iteration 17Q: 3 clusters Score -1167656 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1167720.250000 Penalty: 4551.582031
	Iteration 18Q: 3 clusters Score -1167720 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1167786.000000 Penalty: 4551.582031
	Iteration 19Q: 3 clusters Score -1167786 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1167882.000000 Penalty: 4551.582031
	Iteration 20F: 3 clusters Score -1167882 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1168021.625000 Penalty: 4551.582031
	Iteration 21Q: 3 clusters Score -1168022 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1168129.750000 Penalty: 4551.582031
	Iteration 22Q: 3 clusters Score -1168130 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1168179.500000 Penalty: 4551.582031
	Iteration 23Q: 3 clusters Score -1168180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1168200.375000 Penalty: 4551.582031
	Iteration 24Q: 3 clusters Score -1168200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1168218.250000 Penalty: 4551.582031
	Iteration 25Q: 3 clusters Score -1168218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1168233.000000 Penalty: 4551.582031
	Iteration 26Q: 3 clusters Score -1168233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1168251.875000 Penalty: 4551.582031
	Iteration 27Q: 3 clusters Score -1168252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1168268.750000 Penalty: 4551.582031
	Iteration 28Q: 3 clusters Score -1168269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1168280.625000 Penalty: 4551.582031
	Iteration 29Q: 3 clusters Score -1168281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1168293.500000 Penalty: 4551.582031
	Iteration 30Q: 3 clusters Score -1168294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1168304.000000 Penalty: 4551.582031
	Iteration 31Q: 3 clusters Score -1168304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1168313.125000 Penalty: 4551.582031
	Iteration 32Q: 3 clusters Score -1168313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1168318.000000 Penalty: 4551.582031
	Iteration 33Q: 3 clusters Score -1168318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1168327.250000 Penalty: 4551.582031
	Iteration 34Q: 3 clusters Score -1168327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1168334.875000 Penalty: 4551.582031
	Iteration 35Q: 3 clusters Score -1168335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1168341.000000 Penalty: 4551.582031
	Iteration 36Q: 3 clusters Score -1168341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1168344.875000 Penalty: 4551.582031
	Iteration 37Q: 3 clusters Score -1168345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1168350.250000 Penalty: 4551.582031
	Iteration 38Q: 3 clusters Score -1168350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1168359.000000 Penalty: 4551.582031
	Iteration 39Q: 3 clusters Score -1168359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1168365.125000 Penalty: 4551.582031
	Iteration 40F: 3 clusters Score -1168365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1168374.000000 Penalty: 4551.582031
	Iteration 41Q: 3 clusters Score -1168374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1168381.125000 Penalty: 4551.582031
	Iteration 42Q: 3 clusters Score -1168381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1168391.000000 Penalty: 4551.582031
	Iteration 43Q: 3 clusters Score -1168391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1168398.000000 Penalty: 4551.582031
	Iteration 44Q: 3 clusters Score -1168398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1168402.500000 Penalty: 4551.582031
	Iteration 45Q: 3 clusters Score -1168402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1168405.375000 Penalty: 4551.582031
	Iteration 46Q: 3 clusters Score -1168405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1168412.000000 Penalty: 4551.582031
	Iteration 47Q: 3 clusters Score -1168412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1168414.375000 Penalty: 4551.582031
	Iteration 48Q: 3 clusters Score -1168414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1168418.000000 Penalty: 4551.582031
	Iteration 49Q: 3 clusters Score -1168418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1168419.750000 Penalty: 4551.582031
	Iteration 50Q: 3 clusters Score -1168420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1168424.875000 Penalty: 4551.582031
	Iteration 51Q: 3 clusters Score -1168425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1168426.250000 Penalty: 4551.582031
	Iteration 52Q: 3 clusters Score -1168426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1168427.250000 Penalty: 4551.582031
	Iteration 53Q: 3 clusters Score -1168427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1168429.375000 Penalty: 4551.582031
	Iteration 54Q: 3 clusters Score -1168429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1168432.625000 Penalty: 4551.582031
	Iteration 55Q: 3 clusters Score -1168433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1168435.875000 Penalty: 4551.582031
	Iteration 56Q: 3 clusters Score -1168436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1168436.625000 Penalty: 4551.582031
	Iteration 57Q: 3 clusters Score -1168437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1168437.125000 Penalty: 4551.582031
	Iteration 58Q: 3 clusters Score -1168437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1168437.875000 Penalty: 4551.582031
	Iteration 59Q: 3 clusters Score -1168438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1168436.625000 Penalty: 4551.582031
	Iteration 60F: 3 clusters Score -1168437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1168438.750000 Penalty: 4551.582031
	Iteration 61Q: 3 clusters Score -1168439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1168439.375000 Penalty: 4551.582031
	Iteration 62Q: 3 clusters Score -1168439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1168439.750000 Penalty: 4551.582031
	Iteration 63Q: 3 clusters Score -1168440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1168440.750000 Penalty: 4551.582031
	Iteration 64Q: 3 clusters Score -1168441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1168440.750000 Penalty: 4551.582031
	Iteration 65F: 3 clusters Score -1168441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Entering Unmasked Estep 
Score: -1520107.000000 Penalty: 2337.371826
	Iteration 0F: 2 clusters Score -1520107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1510937.000000 Penalty: 4674.743652
	Iteration 0F: 3 clusters Score -1510937 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1513890.500000 Penalty: 4674.743652
	Iteration 1F: 3 clusters Score -1513890 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1514327.000000 Penalty: 4674.743652
	Iteration 2F: 3 clusters Score -1514327 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1514807.875000 Penalty: 4674.743652
	Iteration 3F: 3 clusters Score -1514808 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1515395.000000 Penalty: 4674.743652
	Iteration 4F: 3 clusters Score -1515395 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1516006.875000 Penalty: 4674.743652
	Iteration 5F: 3 clusters Score -1516007 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1516672.750000 Penalty: 4674.743652
	Iteration 6F: 3 clusters Score -1516673 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1517341.000000 Penalty: 4674.743652
	Iteration 7F: 3 clusters Score -1517341 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1517998.000000 Penalty: 4674.743652
	Iteration 8F: 3 clusters Score -1517998 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1518538.625000 Penalty: 4674.743652
	Iteration 9Q: 3 clusters Score -1518539 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1518882.375000 Penalty: 4674.743652
	Iteration 10Q: 3 clusters Score -1518882 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1519083.875000 Penalty: 4674.743652
	Iteration 11Q: 3 clusters Score -1519084 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1519170.500000 Penalty: 4674.743652
	Iteration 12Q: 3 clusters Score -1519170 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1519215.125000 Penalty: 4674.743652
	Iteration 13Q: 3 clusters Score -1519215 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1519235.625000 Penalty: 4674.743652
	Iteration 14Q: 3 clusters Score -1519236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1519249.125000 Penalty: 4674.743652
	Iteration 15Q: 3 clusters Score -1519249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1519253.125000 Penalty: 4674.743652
	Iteration 16Q: 3 clusters Score -1519253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1519258.750000 Penalty: 4674.743652
	Iteration 17Q: 3 clusters Score -1519259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1519258.125000 Penalty: 4674.743652
	Iteration 18Q: 3 clusters Score -1519258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1519261.500000 Penalty: 4674.743652
	Iteration 19Q: 3 clusters Score -1519262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1519264.375000 Penalty: 4674.743652
	Iteration 20F: 3 clusters Score -1519264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1519265.250000 Penalty: 4674.743652
	Iteration 21Q: 3 clusters Score -1519265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1519266.750000 Penalty: 4674.743652
	Iteration 22Q: 3 clusters Score -1519267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1519266.750000 Penalty: 4674.743652
	Iteration 23F: 3 clusters Score -1519267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Entering Unmasked Estep 
Score: -3855321.250000 Penalty: 2566.688477
	Iteration 0F: 2 clusters Score -3855321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -3833752.500000 Penalty: 5133.376953
	Iteration 0F: 3 clusters Score -3833752 nChanged 14362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -3841419.500000 Penalty: 5133.376953
	Iteration 1F: 3 clusters Score -3841420 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -3841869.000000 Penalty: 5133.376953
	Iteration 2Q: 3 clusters Score -3841869 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -3842285.000000 Penalty: 5133.376953
	Iteration 3Q: 3 clusters Score -3842285 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -3842722.750000 Penalty: 5133.376953
	Iteration 4Q: 3 clusters Score -3842723 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -3843167.000000 Penalty: 5133.376953
	Iteration 5Q: 3 clusters Score -3843167 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -3843736.250000 Penalty: 5133.376953
	Iteration 6Q: 3 clusters Score -3843736 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -3844517.500000 Penalty: 5133.376953
	Iteration 7Q: 3 clusters Score -3844518 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -3845520.750000 Penalty: 5133.376953
	Iteration 8F: 3 clusters Score -3845521 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -3846644.500000 Penalty: 5133.376953
	Iteration 9F: 3 clusters Score -3846644 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -3847883.250000 Penalty: 5133.376953
	Iteration 10F: 3 clusters Score -3847883 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -3849077.750000 Penalty: 5133.376953
	Iteration 11F: 3 clusters Score -3849078 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -3850256.500000 Penalty: 5133.376953
	Iteration 12Q: 3 clusters Score -3850256 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -3851241.750000 Penalty: 5133.376953
	Iteration 13Q: 3 clusters Score -3851242 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -3851933.000000 Penalty: 5133.376953
	Iteration 14Q: 3 clusters Score -3851933 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -3852385.000000 Penalty: 5133.376953
	Iteration 15Q: 3 clusters Score -3852385 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -3852655.000000 Penalty: 5133.376953
	Iteration 16Q: 3 clusters Score -3852655 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -3852796.750000 Penalty: 5133.376953
	Iteration 17Q: 3 clusters Score -3852797 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -3852890.250000 Penalty: 5133.376953
	Iteration 18Q: 3 clusters Score -3852890 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -3852941.750000 Penalty: 5133.376953
	Iteration 19Q: 3 clusters Score -3852942 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -3852980.750000 Penalty: 5133.376953
	Iteration 20F: 3 clusters Score -3852981 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -3853019.250000 Penalty: 5133.376953
	Iteration 21Q: 3 clusters Score -3853019 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -3853060.000000 Penalty: 5133.376953
	Iteration 22Q: 3 clusters Score -3853060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -3853080.000000 Penalty: 5133.376953
	Iteration 23Q: 3 clusters Score -3853080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -3853094.250000 Penalty: 5133.376953
	Iteration 24Q: 3 clusters Score -3853094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -3853106.250000 Penalty: 5133.376953
	Iteration 25Q: 3 clusters Score -3853106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -3853118.000000 Penalty: 5133.376953
	Iteration 26Q: 3 clusters Score -3853118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -3853118.750000 Penalty: 5133.376953
	Iteration 27Q: 3 clusters Score -3853119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -3853131.500000 Penalty: 5133.376953
	Iteration 28Q: 3 clusters Score -3853132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -3853135.500000 Penalty: 5133.376953
	Iteration 29Q: 3 clusters Score -3853136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -3853137.750000 Penalty: 5133.376953
	Iteration 30Q: 3 clusters Score -3853138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -3853143.000000 Penalty: 5133.376953
	Iteration 31Q: 3 clusters Score -3853143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -3853144.250000 Penalty: 5133.376953
	Iteration 32Q: 3 clusters Score -3853144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -3853150.750000 Penalty: 5133.376953
	Iteration 33Q: 3 clusters Score -3853151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -3853150.750000 Penalty: 5133.376953
	Iteration 34F: 3 clusters Score -3853151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Entering Unmasked Estep 
Score: -1342237.250000 Penalty: 2312.667969
	Iteration 0F: 2 clusters Score -1342237 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 5595 members 
Entering Unmasked Estep 
Score: -1333760.000000 Penalty: 4625.335938
	Iteration 0F: 3 clusters Score -1333760 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1336306.750000 Penalty: 4625.335938
	Iteration 1F: 3 clusters Score -1336307 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1336850.125000 Penalty: 4625.335938
	Iteration 2F: 3 clusters Score -1336850 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1337462.375000 Penalty: 4625.335938
	Iteration 3F: 3 clusters Score -1337462 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1338024.750000 Penalty: 4625.335938
	Iteration 4F: 3 clusters Score -1338025 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1338519.250000 Penalty: 4625.335938
	Iteration 5F: 3 clusters Score -1338519 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1338966.250000 Penalty: 4625.335938
	Iteration 6F: 3 clusters Score -1338966 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1339310.500000 Penalty: 4625.335938
	Iteration 7F: 3 clusters Score -1339310 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1339538.750000 Penalty: 4625.335938
	Iteration 8Q: 3 clusters Score -1339539 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1339713.625000 Penalty: 4625.335938
	Iteration 9Q: 3 clusters Score -1339714 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1339858.875000 Penalty: 4625.335938
	Iteration 10Q: 3 clusters Score -1339859 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1339965.375000 Penalty: 4625.335938
	Iteration 11Q: 3 clusters Score -1339965 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1340063.625000 Penalty: 4625.335938
	Iteration 12Q: 3 clusters Score -1340064 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1340155.500000 Penalty: 4625.335938
	Iteration 13Q: 3 clusters Score -1340156 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1340250.375000 Penalty: 4625.335938
	Iteration 14Q: 3 clusters Score -1340250 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1340340.375000 Penalty: 4625.335938
	Iteration 15Q: 3 clusters Score -1340340 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1340429.375000 Penalty: 4625.335938
	Iteration 16Q: 3 clusters Score -1340429 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1340512.375000 Penalty: 4625.335938
	Iteration 17Q: 3 clusters Score -1340512 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1340596.875000 Penalty: 4625.335938
	Iteration 18Q: 3 clusters Score -1340597 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1340673.500000 Penalty: 4625.335938
	Iteration 19Q: 3 clusters Score -1340674 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1340721.875000 Penalty: 4625.335938
	Iteration 20F: 3 clusters Score -1340722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1340743.375000 Penalty: 4625.335938
	Iteration 21Q: 3 clusters Score -1340743 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1340765.750000 Penalty: 4625.335938
	Iteration 22Q: 3 clusters Score -1340766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1340783.125000 Penalty: 4625.335938
	Iteration 23Q: 3 clusters Score -1340783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1340795.375000 Penalty: 4625.335938
	Iteration 24Q: 3 clusters Score -1340795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1340799.375000 Penalty: 4625.335938
	Iteration 25Q: 3 clusters Score -1340799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1340805.375000 Penalty: 4625.335938
	Iteration 26Q: 3 clusters Score -1340805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1340815.000000 Penalty: 4625.335938
	Iteration 27Q: 3 clusters Score -1340815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1340817.875000 Penalty: 4625.335938
	Iteration 28Q: 3 clusters Score -1340818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1340827.375000 Penalty: 4625.335938
	Iteration 29Q: 3 clusters Score -1340827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1340829.875000 Penalty: 4625.335938
	Iteration 30Q: 3 clusters Score -1340830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1340832.625000 Penalty: 4625.335938
	Iteration 31Q: 3 clusters Score -1340833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1340837.500000 Penalty: 4625.335938
	Iteration 32Q: 3 clusters Score -1340838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1340846.250000 Penalty: 4625.335938
	Iteration 33Q: 3 clusters Score -1340846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1340851.000000 Penalty: 4625.335938
	Iteration 34Q: 3 clusters Score -1340851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1340857.875000 Penalty: 4625.335938
	Iteration 35Q: 3 clusters Score -1340858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1340867.000000 Penalty: 4625.335938
	Iteration 36Q: 3 clusters Score -1340867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1340880.750000 Penalty: 4625.335938
	Iteration 37Q: 3 clusters Score -1340881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1340897.125000 Penalty: 4625.335938
	Iteration 38Q: 3 clusters Score -1340897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1340908.125000 Penalty: 4625.335938
	Iteration 39Q: 3 clusters Score -1340908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1340912.125000 Penalty: 4625.335938
	Iteration 40F: 3 clusters Score -1340912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1340919.000000 Penalty: 4625.335938
	Iteration 41Q: 3 clusters Score -1340919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1340925.500000 Penalty: 4625.335938
	Iteration 42Q: 3 clusters Score -1340926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1340933.125000 Penalty: 4625.335938
	Iteration 43Q: 3 clusters Score -1340933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1340936.000000 Penalty: 4625.335938
	Iteration 44Q: 3 clusters Score -1340936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1340936.750000 Penalty: 4625.335938
	Iteration 45Q: 3 clusters Score -1340937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1340937.500000 Penalty: 4625.335938
	Iteration 46Q: 3 clusters Score -1340938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1340940.250000 Penalty: 4625.335938
	Iteration 47Q: 3 clusters Score -1340940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1340940.250000 Penalty: 4625.335938
	Iteration 48F: 3 clusters Score -1340940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Entering Unmasked Estep 
Score: -3286192.750000 Penalty: 2529.053955
	Iteration 0F: 2 clusters Score -3286193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -3267712.000000 Penalty: 5058.107910
	Iteration 0F: 3 clusters Score -3267712 nChanged 12035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3274108.000000 Penalty: 5058.107910
	Iteration 1F: 3 clusters Score -3274108 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -3274562.000000 Penalty: 5058.107910
	Iteration 2Q: 3 clusters Score -3274562 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -3274994.750000 Penalty: 5058.107910
	Iteration 3Q: 3 clusters Score -3274995 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -3275415.250000 Penalty: 5058.107910
	Iteration 4Q: 3 clusters Score -3275415 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3275836.250000 Penalty: 5058.107910
	Iteration 5Q: 3 clusters Score -3275836 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3276361.500000 Penalty: 5058.107910
	Iteration 6Q: 3 clusters Score -3276362 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -3276878.750000 Penalty: 5058.107910
	Iteration 7Q: 3 clusters Score -3276879 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -3277381.250000 Penalty: 5058.107910
	Iteration 8Q: 3 clusters Score -3277381 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -3277914.500000 Penalty: 5058.107910
	Iteration 9Q: 3 clusters Score -3277914 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -3278448.000000 Penalty: 5058.107910
	Iteration 10Q: 3 clusters Score -3278448 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3278963.250000 Penalty: 5058.107910
	Iteration 11Q: 3 clusters Score -3278963 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -3279450.000000 Penalty: 5058.107910
	Iteration 12Q: 3 clusters Score -3279450 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -3279888.000000 Penalty: 5058.107910
	Iteration 13Q: 3 clusters Score -3279888 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -3280255.500000 Penalty: 5058.107910
	Iteration 14Q: 3 clusters Score -3280256 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -3280515.750000 Penalty: 5058.107910
	Iteration 15Q: 3 clusters Score -3280516 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -3280685.750000 Penalty: 5058.107910
	Iteration 16Q: 3 clusters Score -3280686 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3280778.500000 Penalty: 5058.107910
	Iteration 17Q: 3 clusters Score -3280778 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -3280873.250000 Penalty: 5058.107910
	Iteration 18Q: 3 clusters Score -3280873 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -3280935.500000 Penalty: 5058.107910
	Iteration 19Q: 3 clusters Score -3280936 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -3280997.250000 Penalty: 5058.107910
	Iteration 20F: 3 clusters Score -3280997 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -3281040.750000 Penalty: 5058.107910
	Iteration 21Q: 3 clusters Score -3281041 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -3281096.000000 Penalty: 5058.107910
	Iteration 22Q: 3 clusters Score -3281096 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -3281132.500000 Penalty: 5058.107910
	Iteration 23Q: 3 clusters Score -3281132 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -3281156.500000 Penalty: 5058.107910
	Iteration 24Q: 3 clusters Score -3281156 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -3281192.500000 Penalty: 5058.107910
	Iteration 25Q: 3 clusters Score -3281192 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -3281203.000000 Penalty: 5058.107910
	Iteration 26Q: 3 clusters Score -3281203 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -3281216.750000 Penalty: 5058.107910
	Iteration 27Q: 3 clusters Score -3281217 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3281230.250000 Penalty: 5058.107910
	Iteration 28Q: 3 clusters Score -3281230 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -3281244.250000 Penalty: 5058.107910
	Iteration 29Q: 3 clusters Score -3281244 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -3281261.250000 Penalty: 5058.107910
	Iteration 30Q: 3 clusters Score -3281261 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -3281277.250000 Penalty: 5058.107910
	Iteration 31Q: 3 clusters Score -3281277 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -3281296.000000 Penalty: 5058.107910
	Iteration 32Q: 3 clusters Score -3281296 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -3281320.000000 Penalty: 5058.107910
	Iteration 33Q: 3 clusters Score -3281320 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -3281317.000000 Penalty: 5058.107910
	Iteration 34Q: 3 clusters Score -3281317 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -3281330.000000 Penalty: 5058.107910
	Iteration 35Q: 3 clusters Score -3281330 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -3281337.000000 Penalty: 5058.107910
	Iteration 36Q: 3 clusters Score -3281337 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3281340.500000 Penalty: 5058.107910
	Iteration 37Q: 3 clusters Score -3281340 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -3281350.000000 Penalty: 5058.107910
	Iteration 38Q: 3 clusters Score -3281350 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -3281374.500000 Penalty: 5058.107910
	Iteration 39Q: 3 clusters Score -3281374 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -3281386.750000 Penalty: 5058.107910
	Iteration 40F: 3 clusters Score -3281387 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -3281399.000000 Penalty: 5058.107910
	Iteration 41Q: 3 clusters Score -3281399 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -3281441.500000 Penalty: 5058.107910
	Iteration 42Q: 3 clusters Score -3281442 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -3281468.250000 Penalty: 5058.107910
	Iteration 43Q: 3 clusters Score -3281468 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -3281482.750000 Penalty: 5058.107910
	Iteration 44Q: 3 clusters Score -3281483 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3281508.000000 Penalty: 5058.107910
	Iteration 45Q: 3 clusters Score -3281508 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -3281537.500000 Penalty: 5058.107910
	Iteration 46Q: 3 clusters Score -3281538 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -3281569.750000 Penalty: 5058.107910
	Iteration 47Q: 3 clusters Score -3281570 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -3281596.000000 Penalty: 5058.107910
	Iteration 48Q: 3 clusters Score -3281596 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -3281638.000000 Penalty: 5058.107910
	Iteration 49Q: 3 clusters Score -3281638 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -3281680.500000 Penalty: 5058.107910
	Iteration 50Q: 3 clusters Score -3281680 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -3281708.250000 Penalty: 5058.107910
	Iteration 51Q: 3 clusters Score -3281708 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -3281747.250000 Penalty: 5058.107910
	Iteration 52Q: 3 clusters Score -3281747 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -3281769.000000 Penalty: 5058.107910
	Iteration 53Q: 3 clusters Score -3281769 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -3281796.750000 Penalty: 5058.107910
	Iteration 54Q: 3 clusters Score -3281797 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -3281821.750000 Penalty: 5058.107910
	Iteration 55Q: 3 clusters Score -3281822 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -3281861.250000 Penalty: 5058.107910
	Iteration 56Q: 3 clusters Score -3281861 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -3281896.000000 Penalty: 5058.107910
	Iteration 57Q: 3 clusters Score -3281896 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -3281942.500000 Penalty: 5058.107910
	Iteration 58Q: 3 clusters Score -3281942 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -3281991.500000 Penalty: 5058.107910
	Iteration 59Q: 3 clusters Score -3281992 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -3282024.500000 Penalty: 5058.107910
	Iteration 60F: 3 clusters Score -3282024 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -3282076.000000 Penalty: 5058.107910
	Iteration 61Q: 3 clusters Score -3282076 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -3282124.000000 Penalty: 5058.107910
	Iteration 62Q: 3 clusters Score -3282124 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -3282171.750000 Penalty: 5058.107910
	Iteration 63Q: 3 clusters Score -3282172 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -3282217.500000 Penalty: 5058.107910
	Iteration 64Q: 3 clusters Score -3282218 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -3282268.250000 Penalty: 5058.107910
	Iteration 65Q: 3 clusters Score -3282268 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -3282309.250000 Penalty: 5058.107910
	Iteration 66Q: 3 clusters Score -3282309 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -3282346.250000 Penalty: 5058.107910
	Iteration 67Q: 3 clusters Score -3282346 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -3282387.750000 Penalty: 5058.107910
	Iteration 68Q: 3 clusters Score -3282388 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -3282422.250000 Penalty: 5058.107910
	Iteration 69Q: 3 clusters Score -3282422 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -3282478.750000 Penalty: 5058.107910
	Iteration 70Q: 3 clusters Score -3282479 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -3282510.250000 Penalty: 5058.107910
	Iteration 71Q: 3 clusters Score -3282510 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -3282559.500000 Penalty: 5058.107910
	Iteration 72Q: 3 clusters Score -3282560 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -3282598.750000 Penalty: 5058.107910
	Iteration 73Q: 3 clusters Score -3282599 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -3282657.500000 Penalty: 5058.107910
	Iteration 74Q: 3 clusters Score -3282658 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -3282705.000000 Penalty: 5058.107910
	Iteration 75Q: 3 clusters Score -3282705 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -3282757.250000 Penalty: 5058.107910
	Iteration 76Q: 3 clusters Score -3282757 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -3282793.500000 Penalty: 5058.107910
	Iteration 77Q: 3 clusters Score -3282794 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -3282835.250000 Penalty: 5058.107910
	Iteration 78Q: 3 clusters Score -3282835 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -3282899.000000 Penalty: 5058.107910
	Iteration 79Q: 3 clusters Score -3282899 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -3282966.250000 Penalty: 5058.107910
	Iteration 80F: 3 clusters Score -3282966 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -3283039.500000 Penalty: 5058.107910
	Iteration 81Q: 3 clusters Score -3283040 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -3283105.250000 Penalty: 5058.107910
	Iteration 82Q: 3 clusters Score -3283105 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -3283172.250000 Penalty: 5058.107910
	Iteration 83Q: 3 clusters Score -3283172 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -3283234.500000 Penalty: 5058.107910
	Iteration 84Q: 3 clusters Score -3283234 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -3283312.000000 Penalty: 5058.107910
	Iteration 85Q: 3 clusters Score -3283312 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -3283371.750000 Penalty: 5058.107910
	Iteration 86Q: 3 clusters Score -3283372 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -3283455.250000 Penalty: 5058.107910
	Iteration 87Q: 3 clusters Score -3283455 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -3283537.250000 Penalty: 5058.107910
	Iteration 88Q: 3 clusters Score -3283537 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -3283639.000000 Penalty: 5058.107910
	Iteration 89Q: 3 clusters Score -3283639 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -3283744.750000 Penalty: 5058.107910
	Iteration 90Q: 3 clusters Score -3283745 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -3283845.500000 Penalty: 5058.107910
	Iteration 91Q: 3 clusters Score -3283846 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -3283942.000000 Penalty: 5058.107910
	Iteration 92Q: 3 clusters Score -3283942 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -3284037.500000 Penalty: 5058.107910
	Iteration 93Q: 3 clusters Score -3284038 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -3284098.750000 Penalty: 5058.107910
	Iteration 94Q: 3 clusters Score -3284099 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -3284145.000000 Penalty: 5058.107910
	Iteration 95Q: 3 clusters Score -3284145 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -3284189.250000 Penalty: 5058.107910
	Iteration 96Q: 3 clusters Score -3284189 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3284228.250000 Penalty: 5058.107910
	Iteration 97Q: 3 clusters Score -3284228 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -3284253.250000 Penalty: 5058.107910
	Iteration 98Q: 3 clusters Score -3284253 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -3284277.750000 Penalty: 5058.107910
	Iteration 99Q: 3 clusters Score -3284278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -3284291.250000 Penalty: 5058.107910
	Iteration 100F: 3 clusters Score -3284291 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -3284321.250000 Penalty: 5058.107910
	Iteration 101Q: 3 clusters Score -3284321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -3284325.000000 Penalty: 5058.107910
	Iteration 102Q: 3 clusters Score -3284325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -3284324.500000 Penalty: 5058.107910
	Iteration 103Q: 3 clusters Score -3284324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -3284336.250000 Penalty: 5058.107910
	Iteration 104Q: 3 clusters Score -3284336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -3284344.500000 Penalty: 5058.107910
	Iteration 105Q: 3 clusters Score -3284344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -3284344.500000 Penalty: 5058.107910
	Iteration 106Q: 3 clusters Score -3284344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -3284351.000000 Penalty: 5058.107910
	Iteration 107Q: 3 clusters Score -3284351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -3284351.750000 Penalty: 5058.107910
	Iteration 108Q: 3 clusters Score -3284352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -3284352.000000 Penalty: 5058.107910
	Iteration 109Q: 3 clusters Score -3284352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -3284354.500000 Penalty: 5058.107910
	Iteration 110Q: 3 clusters Score -3284354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -3284360.750000 Penalty: 5058.107910
	Iteration 111Q: 3 clusters Score -3284361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -3284358.000000 Penalty: 5058.107910
	Iteration 112Q: 3 clusters Score -3284358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -3284357.500000 Penalty: 5058.107910
	Iteration 113Q: 3 clusters Score -3284358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -3284357.500000 Penalty: 5058.107910
	Iteration 114F: 3 clusters Score -3284358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (230264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230264 members 
Entering Unmasked Estep 
Score: -28101094.000000 Penalty: 3062.051514
	Iteration 0F: 2 clusters Score -2.810109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115038 members 
Mstep: Class 2 contains 115226 members 
Entering Unmasked Estep 
Score: -27949088.000000 Penalty: 6124.103027
	Iteration 0F: 3 clusters Score -2.794909e+07 nChanged 111479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112559 members 
Mstep: Class 2 contains 117705 members 
Entering Unmasked Estep 
Score: -28014762.000000 Penalty: 6124.103027
	Iteration 1F: 3 clusters Score -2.801476e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111473 members 
Mstep: Class 2 contains 118791 members 
Entering Unmasked Estep 
Score: -28016426.000000 Penalty: 6124.103027
	Iteration 2Q: 3 clusters Score -2.801643e+07 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109978 members 
Mstep: Class 2 contains 120286 members 
Entering Unmasked Estep 
Score: -28018582.000000 Penalty: 6124.103027
	Iteration 3Q: 3 clusters Score -2.801858e+07 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108245 members 
Mstep: Class 2 contains 122019 members 
Entering Unmasked Estep 
Score: -28021794.000000 Penalty: 6124.103027
	Iteration 4Q: 3 clusters Score -2.802179e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106052 members 
Mstep: Class 2 contains 124212 members 
Entering Unmasked Estep 
Score: -28026260.000000 Penalty: 6124.103027
	Iteration 5Q: 3 clusters Score -2.802626e+07 nChanged 12154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103104 members 
Mstep: Class 2 contains 127160 members 
Entering Unmasked Estep 
Score: -28032686.000000 Penalty: 6124.103027
	Iteration 6F: 3 clusters Score -2.803269e+07 nChanged 13352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99050 members 
Mstep: Class 2 contains 131214 members 
Entering Unmasked Estep 
Score: -28040192.000000 Penalty: 6124.103027
	Iteration 7F: 3 clusters Score -2.804019e+07 nChanged 13097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93649 members 
Mstep: Class 2 contains 136615 members 
Entering Unmasked Estep 
Score: -28047726.000000 Penalty: 6124.103027
	Iteration 8F: 3 clusters Score -2.804773e+07 nChanged 12436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86555 members 
Mstep: Class 2 contains 143709 members 
Entering Unmasked Estep 
Score: -28055062.000000 Penalty: 6124.103027
	Iteration 9F: 3 clusters Score -2.805506e+07 nChanged 11720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78045 members 
Mstep: Class 2 contains 152219 members 
Entering Unmasked Estep 
Score: -28062266.000000 Penalty: 6124.103027
	Iteration 10F: 3 clusters Score -2.806227e+07 nChanged 11152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68447 members 
Mstep: Class 2 contains 161817 members 
Entering Unmasked Estep 
Score: -28069074.000000 Penalty: 6124.103027
	Iteration 11Q: 3 clusters Score -2.806907e+07 nChanged 10837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58218 members 
Mstep: Class 2 contains 172046 members 
Entering Unmasked Estep 
Score: -28075308.000000 Penalty: 6124.103027
	Iteration 12Q: 3 clusters Score -2.807531e+07 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48157 members 
Mstep: Class 2 contains 182107 members 
Entering Unmasked Estep 
Score: -28080986.000000 Penalty: 6124.103027
	Iteration 13Q: 3 clusters Score -2.808099e+07 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 191535 members 
Entering Unmasked Estep 
Score: -28085888.000000 Penalty: 6124.103027
	Iteration 14Q: 3 clusters Score -2.808589e+07 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 199759 members 
Entering Unmasked Estep 
Score: -28089878.000000 Penalty: 6124.103027
	Iteration 15Q: 3 clusters Score -2.808988e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 206486 members 
Entering Unmasked Estep 
Score: -28092836.000000 Penalty: 6124.103027
	Iteration 16Q: 3 clusters Score -2.809284e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 211807 members 
Entering Unmasked Estep 
Score: -28095158.000000 Penalty: 6124.103027
	Iteration 17Q: 3 clusters Score -2.809516e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 215837 members 
Entering Unmasked Estep 
Score: -28096516.000000 Penalty: 6124.103027
	Iteration 18Q: 3 clusters Score -2.809652e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 218899 members 
Entering Unmasked Estep 
Score: -28097482.000000 Penalty: 6124.103027
	Iteration 19Q: 3 clusters Score -2.809748e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 221022 members 
Entering Unmasked Estep 
Score: -28098056.000000 Penalty: 6124.103027
	Iteration 20F: 3 clusters Score -2.809806e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 222530 members 
Entering Unmasked Estep 
Score: -28098440.000000 Penalty: 6124.103027
	Iteration 21Q: 3 clusters Score -2.809844e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 223633 members 
Entering Unmasked Estep 
Score: -28098640.000000 Penalty: 6124.103027
	Iteration 22Q: 3 clusters Score -2.809864e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 224385 members 
Entering Unmasked Estep 
Score: -28098708.000000 Penalty: 6124.103027
	Iteration 23Q: 3 clusters Score -2.809871e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 224945 members 
Entering Unmasked Estep 
Score: -28098802.000000 Penalty: 6124.103027
	Iteration 24Q: 3 clusters Score -2.80988e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 225333 members 
Entering Unmasked Estep 
Score: -28098874.000000 Penalty: 6124.103027
	Iteration 25Q: 3 clusters Score -2.809887e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 225630 members 
Entering Unmasked Estep 
Score: -28098944.000000 Penalty: 6124.103027
	Iteration 26Q: 3 clusters Score -2.809894e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 225899 members 
Entering Unmasked Estep 
Score: -28098942.000000 Penalty: 6124.103027
	Iteration 27Q: 3 clusters Score -2.809894e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 226096 members 
Entering Unmasked Estep 
Score: -28099034.000000 Penalty: 6124.103027
	Iteration 28Q: 3 clusters Score -2.809903e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 226278 members 
Entering Unmasked Estep 
Score: -28099052.000000 Penalty: 6124.103027
	Iteration 29Q: 3 clusters Score -2.809905e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 226421 members 
Entering Unmasked Estep 
Score: -28099128.000000 Penalty: 6124.103027
	Iteration 30Q: 3 clusters Score -2.809913e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 226553 members 
Entering Unmasked Estep 
Score: -28099154.000000 Penalty: 6124.103027
	Iteration 31Q: 3 clusters Score -2.809915e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 226642 members 
Entering Unmasked Estep 
Score: -28099160.000000 Penalty: 6124.103027
	Iteration 32Q: 3 clusters Score -2.809916e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 226709 members 
Entering Unmasked Estep 
Score: -28099164.000000 Penalty: 6124.103027
	Iteration 33Q: 3 clusters Score -2.809916e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 226775 members 
Entering Unmasked Estep 
Score: -28099210.000000 Penalty: 6124.103027
	Iteration 34Q: 3 clusters Score -2.809921e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 226826 members 
Entering Unmasked Estep 
Score: -28099200.000000 Penalty: 6124.103027
	Iteration 35Q: 3 clusters Score -2.80992e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 226873 members 
Entering Unmasked Estep 
Score: -28099226.000000 Penalty: 6124.103027
	Iteration 36Q: 3 clusters Score -2.809923e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 226908 members 
Entering Unmasked Estep 
Score: -28099216.000000 Penalty: 6124.103027
	Iteration 37Q: 3 clusters Score -2.809922e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 226930 members 
Entering Unmasked Estep 
Score: -28099196.000000 Penalty: 6124.103027
	Iteration 38Q: 3 clusters Score -2.80992e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 226954 members 
Entering Unmasked Estep 
Score: -28099184.000000 Penalty: 6124.103027
	Iteration 39Q: 3 clusters Score -2.809918e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 226984 members 
Entering Unmasked Estep 
Score: -28099200.000000 Penalty: 6124.103027
	Iteration 40F: 3 clusters Score -2.80992e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 227014 members 
Entering Unmasked Estep 
Score: -28099194.000000 Penalty: 6124.103027
	Iteration 41Q: 3 clusters Score -2.809919e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 227041 members 
Entering Unmasked Estep 
Score: -28099182.000000 Penalty: 6124.103027
	Iteration 42Q: 3 clusters Score -2.809918e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 227053 members 
Entering Unmasked Estep 
Score: -28099216.000000 Penalty: 6124.103027
	Iteration 43Q: 3 clusters Score -2.809922e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 227075 members 
Entering Unmasked Estep 
Score: -28099232.000000 Penalty: 6124.103027
	Iteration 44Q: 3 clusters Score -2.809923e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 227094 members 
Entering Unmasked Estep 
Score: -28099230.000000 Penalty: 6124.103027
	Iteration 45Q: 3 clusters Score -2.809923e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 227103 members 
Entering Unmasked Estep 
Score: -28099230.000000 Penalty: 6124.103027
	Iteration 46Q: 3 clusters Score -2.809923e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 227114 members 
Entering Unmasked Estep 
Score: -28099234.000000 Penalty: 6124.103027
	Iteration 47Q: 3 clusters Score -2.809923e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 227120 members 
Entering Unmasked Estep 
Score: -28099220.000000 Penalty: 6124.103027
	Iteration 48Q: 3 clusters Score -2.809922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 227133 members 
Entering Unmasked Estep 
Score: -28099194.000000 Penalty: 6124.103027
	Iteration 49Q: 3 clusters Score -2.809919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 227142 members 
Entering Unmasked Estep 
Score: -28099218.000000 Penalty: 6124.103027
	Iteration 50Q: 3 clusters Score -2.809922e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 227153 members 
Entering Unmasked Estep 
Score: -28099204.000000 Penalty: 6124.103027
	Iteration 51Q: 3 clusters Score -2.80992e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 227161 members 
Entering Unmasked Estep 
Score: -28099206.000000 Penalty: 6124.103027
	Iteration 52Q: 3 clusters Score -2.809921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 227164 members 
Entering Unmasked Estep 
Score: -28099224.000000 Penalty: 6124.103027
	Iteration 53Q: 3 clusters Score -2.809922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 227173 members 
Entering Unmasked Estep 
Score: -28099212.000000 Penalty: 6124.103027
	Iteration 54Q: 3 clusters Score -2.809921e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 227186 members 
Entering Unmasked Estep 
Score: -28099196.000000 Penalty: 6124.103027
	Iteration 55Q: 3 clusters Score -2.80992e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 227196 members 
Entering Unmasked Estep 
Score: -28099180.000000 Penalty: 6124.103027
	Iteration 56Q: 3 clusters Score -2.809918e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 227210 members 
Entering Unmasked Estep 
Score: -28099176.000000 Penalty: 6124.103027
	Iteration 57Q: 3 clusters Score -2.809918e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 227231 members 
Entering Unmasked Estep 
Score: -28099208.000000 Penalty: 6124.103027
	Iteration 58Q: 3 clusters Score -2.809921e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 227241 members 
Entering Unmasked Estep 
Score: -28099214.000000 Penalty: 6124.103027
	Iteration 59Q: 3 clusters Score -2.809921e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 227247 members 
Entering Unmasked Estep 
Score: -28099174.000000 Penalty: 6124.103027
	Iteration 60F: 3 clusters Score -2.809917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 227255 members 
Entering Unmasked Estep 
Score: -28099188.000000 Penalty: 6124.103027
	Iteration 61Q: 3 clusters Score -2.809919e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 227259 members 
Entering Unmasked Estep 
Score: -28099164.000000 Penalty: 6124.103027
	Iteration 62Q: 3 clusters Score -2.809916e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 227264 members 
Entering Unmasked Estep 
Score: -28099176.000000 Penalty: 6124.103027
	Iteration 63Q: 3 clusters Score -2.809918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 227270 members 
Entering Unmasked Estep 
Score: -28099186.000000 Penalty: 6124.103027
	Iteration 64Q: 3 clusters Score -2.809919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 227278 members 
Entering Unmasked Estep 
Score: -28099176.000000 Penalty: 6124.103027
	Iteration 65Q: 3 clusters Score -2.809918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 227286 members 
Entering Unmasked Estep 
Score: -28099178.000000 Penalty: 6124.103027
	Iteration 66Q: 3 clusters Score -2.809918e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 227293 members 
Entering Unmasked Estep 
Score: -28099180.000000 Penalty: 6124.103027
	Iteration 67Q: 3 clusters Score -2.809918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 227305 members 
Entering Unmasked Estep 
Score: -28099188.000000 Penalty: 6124.103027
	Iteration 68Q: 3 clusters Score -2.809919e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 227312 members 
Entering Unmasked Estep 
Score: -28099178.000000 Penalty: 6124.103027
	Iteration 69Q: 3 clusters Score -2.809918e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 227323 members 
Entering Unmasked Estep 
Score: -28099180.000000 Penalty: 6124.103027
	Iteration 70Q: 3 clusters Score -2.809918e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 227337 members 
Entering Unmasked Estep 
Score: -28099160.000000 Penalty: 6124.103027
	Iteration 71Q: 3 clusters Score -2.809916e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 227351 members 
Entering Unmasked Estep 
Score: -28099176.000000 Penalty: 6124.103027
	Iteration 72Q: 3 clusters Score -2.809918e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 227363 members 
Entering Unmasked Estep 
Score: -28099162.000000 Penalty: 6124.103027
	Iteration 73Q: 3 clusters Score -2.809916e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 227378 members 
Entering Unmasked Estep 
Score: -28099154.000000 Penalty: 6124.103027
	Iteration 74Q: 3 clusters Score -2.809915e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 227391 members 
Entering Unmasked Estep 
Score: -28099174.000000 Penalty: 6124.103027
	Iteration 75Q: 3 clusters Score -2.809917e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 227403 members 
Entering Unmasked Estep 
Score: -28099152.000000 Penalty: 6124.103027
	Iteration 76Q: 3 clusters Score -2.809915e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 227415 members 
Entering Unmasked Estep 
Score: -28099148.000000 Penalty: 6124.103027
	Iteration 77Q: 3 clusters Score -2.809915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 227424 members 
Entering Unmasked Estep 
Score: -28099154.000000 Penalty: 6124.103027
	Iteration 78Q: 3 clusters Score -2.809915e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 227436 members 
Entering Unmasked Estep 
Score: -28099164.000000 Penalty: 6124.103027
	Iteration 79Q: 3 clusters Score -2.809916e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 227439 members 
Entering Unmasked Estep 
Score: -28099150.000000 Penalty: 6124.103027
	Iteration 80F: 3 clusters Score -2.809915e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 227443 members 
Entering Unmasked Estep 
Score: -28099158.000000 Penalty: 6124.103027
	Iteration 81Q: 3 clusters Score -2.809916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 227447 members 
Entering Unmasked Estep 
Score: -28099170.000000 Penalty: 6124.103027
	Iteration 82Q: 3 clusters Score -2.809917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 227453 members 
Entering Unmasked Estep 
Score: -28099172.000000 Penalty: 6124.103027
	Iteration 83Q: 3 clusters Score -2.809917e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 227459 members 
Entering Unmasked Estep 
Score: -28099150.000000 Penalty: 6124.103027
	Iteration 84Q: 3 clusters Score -2.809915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 227468 members 
Entering Unmasked Estep 
Score: -28099150.000000 Penalty: 6124.103027
	Iteration 85Q: 3 clusters Score -2.809915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 227475 members 
Entering Unmasked Estep 
Score: -28099148.000000 Penalty: 6124.103027
	Iteration 86Q: 3 clusters Score -2.809915e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 227485 members 
Entering Unmasked Estep 
Score: -28099158.000000 Penalty: 6124.103027
	Iteration 87Q: 3 clusters Score -2.809916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 227490 members 
Entering Unmasked Estep 
Score: -28099164.000000 Penalty: 6124.103027
	Iteration 88Q: 3 clusters Score -2.809916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 227496 members 
Entering Unmasked Estep 
Score: -28099150.000000 Penalty: 6124.103027
	Iteration 89Q: 3 clusters Score -2.809915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 227503 members 
Entering Unmasked Estep 
Score: -28099162.000000 Penalty: 6124.103027
	Iteration 90Q: 3 clusters Score -2.809916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 227505 members 
Entering Unmasked Estep 
Score: -28099174.000000 Penalty: 6124.103027
	Iteration 91Q: 3 clusters Score -2.809917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 227506 members 
Entering Unmasked Estep 
Score: -28099166.000000 Penalty: 6124.103027
	Iteration 92Q: 3 clusters Score -2.809917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 227509 members 
Entering Unmasked Estep 
Score: -28099160.000000 Penalty: 6124.103027
	Iteration 93Q: 3 clusters Score -2.809916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 227508 members 
Entering Unmasked Estep 
Score: -28099152.000000 Penalty: 6124.103027
	Iteration 94Q: 3 clusters Score -2.809915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 227508 members 
Entering Unmasked Estep 
Score: -28099160.000000 Penalty: 6124.103027
	Iteration 95Q: 3 clusters Score -2.809916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 227508 members 
Entering Unmasked Estep 
Score: -28099160.000000 Penalty: 6124.103027
	Iteration 96F: 3 clusters Score -2.809916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -102019.273438 Penalty: 1691.634644
	Iteration 0F: 2 clusters Score -102019.3 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 458 members 
Entering Unmasked Estep 
Score: -100157.406250 Penalty: 3383.269287
	Iteration 0F: 3 clusters Score -100157.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -100554.367188 Penalty: 3383.269287
	Iteration 1F: 3 clusters Score -100554.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -100776.171875 Penalty: 3383.269287
	Iteration 2F: 3 clusters Score -100776.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100995.320312 Penalty: 3383.269287
	Iteration 3F: 3 clusters Score -100995.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -101194.375000 Penalty: 3383.269287
	Iteration 4F: 3 clusters Score -101194.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -101552.804688 Penalty: 3383.269287
	Iteration 5F: 3 clusters Score -101552.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -102249.000000 Penalty: 3383.269287
	Iteration 6F: 3 clusters Score -102249 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -103060.593750 Penalty: 3383.269287
	Iteration 7Q: 3 clusters Score -103060.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -103302.546875 Penalty: 3383.269287
	Iteration 8Q: 3 clusters Score -103302.5 nChanged 4
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: -103328.164062 Penalty: 3383.269287
	Iteration 9Q: 3 clusters Score -103328.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -103336.726562 Penalty: 3383.269287
	Iteration 10Q: 3 clusters Score -103336.7 nChanged 3
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: -103346.281250 Penalty: 3383.269287
	Iteration 11Q: 3 clusters Score -103346.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -103359.562500 Penalty: 3383.269287
	Iteration 12Q: 3 clusters Score -103359.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -103372.335938 Penalty: 3383.269287
	Iteration 13Q: 3 clusters Score -103372.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -103379.687500 Penalty: 3383.269287
	Iteration 14Q: 3 clusters Score -103379.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -103395.414062 Penalty: 3383.269287
	Iteration 15Q: 3 clusters Score -103395.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -103414.148438 Penalty: 3383.269287
	Iteration 16Q: 3 clusters Score -103414.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -103416.359375 Penalty: 3383.269287
	Iteration 17Q: 3 clusters Score -103416.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -103416.359375 Penalty: 3383.269287
	Iteration 18F: 3 clusters Score -103416.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 11766 members 
Mstep: Class 3 contains 120380 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 48125 members 
Mstep: Class 6 contains 160771 members 
Mstep: Class 7 contains 67275 members 
Mstep: Class 8 contains 15846 members 
Mstep: Class 9 contains 8562 members 
Mstep: Class 10 contains 37336 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 191994 members 
Mstep: Class 13 contains 128871 members 
Mstep: Class 14 contains 23506 members 
Mstep: Class 15 contains 10218 members 
Mstep: Class 16 contains 9668 members 
Mstep: Class 17 contains 12393 members 
Mstep: Class 18 contains 31243 members 
Mstep: Class 19 contains 11218 members 
Mstep: Class 20 contains 26844 members 
Mstep: Class 21 contains 230264 members 
Mstep: Class 22 contains 447 members 
Mstep: Class 23 contains 59583 members 
Mstep: Class 24 contains 15747 members 
Mstep: Class 25 contains 10528 members 
Mstep: Class 26 contains 31565 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 470 members 
Entering Unmasked Estep 
Score: -158456448.000000 Penalty: 97929.023438
Splitting cluster 22 changes total score from -158456960.000000 to -158456448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (59583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59583 members 
Entering Unmasked Estep 
Score: -7105094.000000 Penalty: 2726.791260
	Iteration 0F: 2 clusters Score -7105094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -7065189.000000 Penalty: 5453.582520
	Iteration 0F: 3 clusters Score -7065189 nChanged 27640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -7081019.000000 Penalty: 5453.582520
	Iteration 1F: 3 clusters Score -7081019 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -7082109.500000 Penalty: 5453.582520
	Iteration 2Q: 3 clusters Score -7082110 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -7083352.000000 Penalty: 5453.582520
	Iteration 3Q: 3 clusters Score -7083352 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -7084911.500000 Penalty: 5453.582520
	Iteration 4F: 3 clusters Score -7084912 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -7086790.500000 Penalty: 5453.582520
	Iteration 5F: 3 clusters Score -7086790 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -7088966.500000 Penalty: 5453.582520
	Iteration 6F: 3 clusters Score -7088966 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -7091274.000000 Penalty: 5453.582520
	Iteration 7F: 3 clusters Score -7091274 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -7093460.000000 Penalty: 5453.582520
	Iteration 8F: 3 clusters Score -7093460 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -7095697.000000 Penalty: 5453.582520
	Iteration 9F: 3 clusters Score -7095697 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -7097894.000000 Penalty: 5453.582520
	Iteration 10Q: 3 clusters Score -7097894 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 49449 members 
Entering Unmasked Estep 
Score: -7099676.000000 Penalty: 5453.582520
	Iteration 11Q: 3 clusters Score -7099676 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -7100819.000000 Penalty: 5453.582520
	Iteration 12Q: 3 clusters Score -7100819 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -7101514.500000 Penalty: 5453.582520
	Iteration 13Q: 3 clusters Score -7101514 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -7101961.000000 Penalty: 5453.582520
	Iteration 14Q: 3 clusters Score -7101961 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -7102261.000000 Penalty: 5453.582520
	Iteration 15Q: 3 clusters Score -7102261 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 54410 members 
Entering Unmasked Estep 
Score: -7102456.500000 Penalty: 5453.582520
	Iteration 16Q: 3 clusters Score -7102456 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 54845 members 
Entering Unmasked Estep 
Score: -7102608.000000 Penalty: 5453.582520
	Iteration 17Q: 3 clusters Score -7102608 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 55192 members 
Entering Unmasked Estep 
Score: -7102731.500000 Penalty: 5453.582520
	Iteration 18Q: 3 clusters Score -7102732 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -7102806.000000 Penalty: 5453.582520
	Iteration 19Q: 3 clusters Score -7102806 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -7102860.000000 Penalty: 5453.582520
	Iteration 20F: 3 clusters Score -7102860 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 55899 members 
Entering Unmasked Estep 
Score: -7102921.000000 Penalty: 5453.582520
	Iteration 21Q: 3 clusters Score -7102921 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 56060 members 
Entering Unmasked Estep 
Score: -7102971.000000 Penalty: 5453.582520
	Iteration 22Q: 3 clusters Score -7102971 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 56201 members 
Entering Unmasked Estep 
Score: -7103003.500000 Penalty: 5453.582520
	Iteration 23Q: 3 clusters Score -7103004 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 56321 members 
Entering Unmasked Estep 
Score: -7103038.500000 Penalty: 5453.582520
	Iteration 24Q: 3 clusters Score -7103038 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 56392 members 
Entering Unmasked Estep 
Score: -7103078.500000 Penalty: 5453.582520
	Iteration 25Q: 3 clusters Score -7103078 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 56453 members 
Entering Unmasked Estep 
Score: -7103079.500000 Penalty: 5453.582520
	Iteration 26Q: 3 clusters Score -7103080 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 56505 members 
Entering Unmasked Estep 
Score: -7103091.500000 Penalty: 5453.582520
	Iteration 27Q: 3 clusters Score -7103092 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 56563 members 
Entering Unmasked Estep 
Score: -7103101.500000 Penalty: 5453.582520
	Iteration 28Q: 3 clusters Score -7103102 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 56608 members 
Entering Unmasked Estep 
Score: -7103092.500000 Penalty: 5453.582520
	Iteration 29Q: 3 clusters Score -7103092 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
Score: -7103111.000000 Penalty: 5453.582520
	Iteration 30Q: 3 clusters Score -7103111 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 56712 members 
Entering Unmasked Estep 
Score: -7103115.000000 Penalty: 5453.582520
	Iteration 31Q: 3 clusters Score -7103115 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 56763 members 
Entering Unmasked Estep 
Score: -7103133.000000 Penalty: 5453.582520
	Iteration 32Q: 3 clusters Score -7103133 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 56804 members 
Entering Unmasked Estep 
Score: -7103136.000000 Penalty: 5453.582520
	Iteration 33Q: 3 clusters Score -7103136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -7103133.500000 Penalty: 5453.582520
	Iteration 34Q: 3 clusters Score -7103134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 56860 members 
Entering Unmasked Estep 
Score: -7103143.000000 Penalty: 5453.582520
	Iteration 35Q: 3 clusters Score -7103143 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -7103143.500000 Penalty: 5453.582520
	Iteration 36Q: 3 clusters Score -7103144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 56906 members 
Entering Unmasked Estep 
Score: -7103157.500000 Penalty: 5453.582520
	Iteration 37Q: 3 clusters Score -7103158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 56922 members 
Entering Unmasked Estep 
Score: -7103156.000000 Penalty: 5453.582520
	Iteration 38Q: 3 clusters Score -7103156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 56939 members 
Entering Unmasked Estep 
Score: -7103159.500000 Penalty: 5453.582520
	Iteration 39Q: 3 clusters Score -7103160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 56955 members 
Entering Unmasked Estep 
Score: -7103160.000000 Penalty: 5453.582520
	Iteration 40F: 3 clusters Score -7103160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -7103171.500000 Penalty: 5453.582520
	Iteration 41Q: 3 clusters Score -7103172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 56986 members 
Entering Unmasked Estep 
Score: -7103168.500000 Penalty: 5453.582520
	Iteration 42Q: 3 clusters Score -7103168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 57004 members 
Entering Unmasked Estep 
Score: -7103178.000000 Penalty: 5453.582520
	Iteration 43Q: 3 clusters Score -7103178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 57018 members 
Entering Unmasked Estep 
Score: -7103184.500000 Penalty: 5453.582520
	Iteration 44Q: 3 clusters Score -7103184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -7103175.000000 Penalty: 5453.582520
	Iteration 45Q: 3 clusters Score -7103175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 57047 members 
Entering Unmasked Estep 
Score: -7103171.000000 Penalty: 5453.582520
	Iteration 46Q: 3 clusters Score -7103171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -7103177.000000 Penalty: 5453.582520
	Iteration 47Q: 3 clusters Score -7103177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
Score: -7103186.000000 Penalty: 5453.582520
	Iteration 48Q: 3 clusters Score -7103186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 57082 members 
Entering Unmasked Estep 
Score: -7103195.000000 Penalty: 5453.582520
	Iteration 49Q: 3 clusters Score -7103195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -7103194.000000 Penalty: 5453.582520
	Iteration 50Q: 3 clusters Score -7103194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
Score: -7103187.500000 Penalty: 5453.582520
	Iteration 51Q: 3 clusters Score -7103188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 57108 members 
Entering Unmasked Estep 
Score: -7103200.000000 Penalty: 5453.582520
	Iteration 52Q: 3 clusters Score -7103200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 57112 members 
Entering Unmasked Estep 
Score: -7103200.000000 Penalty: 5453.582520
	Iteration 53Q: 3 clusters Score -7103200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 57115 members 
Entering Unmasked Estep 
Score: -7103198.500000 Penalty: 5453.582520
	Iteration 54Q: 3 clusters Score -7103198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 57120 members 
Entering Unmasked Estep 
Score: -7103197.000000 Penalty: 5453.582520
	Iteration 55Q: 3 clusters Score -7103197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 57124 members 
Entering Unmasked Estep 
Score: -7103192.000000 Penalty: 5453.582520
	Iteration 56Q: 3 clusters Score -7103192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -7103195.500000 Penalty: 5453.582520
	Iteration 57Q: 3 clusters Score -7103196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 57132 members 
Entering Unmasked Estep 
Score: -7103196.500000 Penalty: 5453.582520
	Iteration 58Q: 3 clusters Score -7103196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -7103194.500000 Penalty: 5453.582520
	Iteration 59Q: 3 clusters Score -7103194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
Score: -7103196.500000 Penalty: 5453.582520
	Iteration 60F: 3 clusters Score -7103196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Entering Unmasked Estep 
Score: -1985784.500000 Penalty: 2396.772461
	Iteration 0F: 2 clusters Score -1985784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1974447.750000 Penalty: 4793.544922
	Iteration 0F: 3 clusters Score -1974448 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1977955.250000 Penalty: 4793.544922
	Iteration 1F: 3 clusters Score -1977955 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1978276.500000 Penalty: 4793.544922
	Iteration 2F: 3 clusters Score -1978276 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1978520.250000 Penalty: 4793.544922
	Iteration 3Q: 3 clusters Score -1978520 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1978726.625000 Penalty: 4793.544922
	Iteration 4Q: 3 clusters Score -1978727 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1978923.375000 Penalty: 4793.544922
	Iteration 5Q: 3 clusters Score -1978923 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1979101.125000 Penalty: 4793.544922
	Iteration 6Q: 3 clusters Score -1979101 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1979307.000000 Penalty: 4793.544922
	Iteration 7Q: 3 clusters Score -1979307 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1979514.875000 Penalty: 4793.544922
	Iteration 8Q: 3 clusters Score -1979515 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1979804.750000 Penalty: 4793.544922
	Iteration 9Q: 3 clusters Score -1979805 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1980186.625000 Penalty: 4793.544922
	Iteration 10Q: 3 clusters Score -1980187 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1980714.875000 Penalty: 4793.544922
	Iteration 11Q: 3 clusters Score -1980715 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1981310.500000 Penalty: 4793.544922
	Iteration 12Q: 3 clusters Score -1981310 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1981885.875000 Penalty: 4793.544922
	Iteration 13Q: 3 clusters Score -1981886 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1982330.375000 Penalty: 4793.544922
	Iteration 14Q: 3 clusters Score -1982330 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1982567.375000 Penalty: 4793.544922
	Iteration 15Q: 3 clusters Score -1982567 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1982703.875000 Penalty: 4793.544922
	Iteration 16Q: 3 clusters Score -1982704 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1982808.000000 Penalty: 4793.544922
	Iteration 17Q: 3 clusters Score -1982808 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1982887.625000 Penalty: 4793.544922
	Iteration 18Q: 3 clusters Score -1982888 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1982939.875000 Penalty: 4793.544922
	Iteration 19Q: 3 clusters Score -1982940 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1982983.875000 Penalty: 4793.544922
	Iteration 20F: 3 clusters Score -1982984 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1983025.000000 Penalty: 4793.544922
	Iteration 21Q: 3 clusters Score -1983025 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1983055.875000 Penalty: 4793.544922
	Iteration 22Q: 3 clusters Score -1983056 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1983088.125000 Penalty: 4793.544922
	Iteration 23Q: 3 clusters Score -1983088 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1983125.750000 Penalty: 4793.544922
	Iteration 24Q: 3 clusters Score -1983126 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1983165.875000 Penalty: 4793.544922
	Iteration 25Q: 3 clusters Score -1983166 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1983192.000000 Penalty: 4793.544922
	Iteration 26Q: 3 clusters Score -1983192 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1983220.875000 Penalty: 4793.544922
	Iteration 27Q: 3 clusters Score -1983221 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1983241.500000 Penalty: 4793.544922
	Iteration 28Q: 3 clusters Score -1983242 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1983264.625000 Penalty: 4793.544922
	Iteration 29Q: 3 clusters Score -1983265 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1983291.375000 Penalty: 4793.544922
	Iteration 30Q: 3 clusters Score -1983291 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1983313.750000 Penalty: 4793.544922
	Iteration 31Q: 3 clusters Score -1983314 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1983350.125000 Penalty: 4793.544922
	Iteration 32Q: 3 clusters Score -1983350 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1983363.500000 Penalty: 4793.544922
	Iteration 33Q: 3 clusters Score -1983364 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1983380.250000 Penalty: 4793.544922
	Iteration 34Q: 3 clusters Score -1983380 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1983398.875000 Penalty: 4793.544922
	Iteration 35Q: 3 clusters Score -1983399 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1983417.250000 Penalty: 4793.544922
	Iteration 36Q: 3 clusters Score -1983417 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1983430.250000 Penalty: 4793.544922
	Iteration 37Q: 3 clusters Score -1983430 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1983442.625000 Penalty: 4793.544922
	Iteration 38Q: 3 clusters Score -1983443 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1983452.250000 Penalty: 4793.544922
	Iteration 39Q: 3 clusters Score -1983452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1983464.250000 Penalty: 4793.544922
	Iteration 40F: 3 clusters Score -1983464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1983472.750000 Penalty: 4793.544922
	Iteration 41Q: 3 clusters Score -1983473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1983474.375000 Penalty: 4793.544922
	Iteration 42Q: 3 clusters Score -1983474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1983480.750000 Penalty: 4793.544922
	Iteration 43Q: 3 clusters Score -1983481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1983485.000000 Penalty: 4793.544922
	Iteration 44Q: 3 clusters Score -1983485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1983486.125000 Penalty: 4793.544922
	Iteration 45Q: 3 clusters Score -1983486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1983493.000000 Penalty: 4793.544922
	Iteration 46Q: 3 clusters Score -1983493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1983495.625000 Penalty: 4793.544922
	Iteration 47Q: 3 clusters Score -1983496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1983504.375000 Penalty: 4793.544922
	Iteration 48Q: 3 clusters Score -1983504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1983504.625000 Penalty: 4793.544922
	Iteration 49Q: 3 clusters Score -1983505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1983506.000000 Penalty: 4793.544922
	Iteration 50Q: 3 clusters Score -1983506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1983511.500000 Penalty: 4793.544922
	Iteration 51Q: 3 clusters Score -1983512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1983512.875000 Penalty: 4793.544922
	Iteration 52Q: 3 clusters Score -1983513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1983512.000000 Penalty: 4793.544922
	Iteration 53Q: 3 clusters Score -1983512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1983517.000000 Penalty: 4793.544922
	Iteration 54Q: 3 clusters Score -1983517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1983519.750000 Penalty: 4793.544922
	Iteration 55Q: 3 clusters Score -1983520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1983520.250000 Penalty: 4793.544922
	Iteration 56Q: 3 clusters Score -1983520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1983522.500000 Penalty: 4793.544922
	Iteration 57Q: 3 clusters Score -1983522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1983528.500000 Penalty: 4793.544922
	Iteration 58Q: 3 clusters Score -1983528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1983528.250000 Penalty: 4793.544922
	Iteration 59Q: 3 clusters Score -1983528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1983533.125000 Penalty: 4793.544922
	Iteration 60F: 3 clusters Score -1983533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1983545.625000 Penalty: 4793.544922
	Iteration 61Q: 3 clusters Score -1983546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1983555.125000 Penalty: 4793.544922
	Iteration 62Q: 3 clusters Score -1983555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1983558.875000 Penalty: 4793.544922
	Iteration 63Q: 3 clusters Score -1983559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1983567.500000 Penalty: 4793.544922
	Iteration 64Q: 3 clusters Score -1983568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1983569.250000 Penalty: 4793.544922
	Iteration 65Q: 3 clusters Score -1983569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1983573.375000 Penalty: 4793.544922
	Iteration 66Q: 3 clusters Score -1983573 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1983580.250000 Penalty: 4793.544922
	Iteration 67Q: 3 clusters Score -1983580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1983582.250000 Penalty: 4793.544922
	Iteration 68Q: 3 clusters Score -1983582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1983583.375000 Penalty: 4793.544922
	Iteration 69Q: 3 clusters Score -1983583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1983594.625000 Penalty: 4793.544922
	Iteration 70Q: 3 clusters Score -1983595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1983598.500000 Penalty: 4793.544922
	Iteration 71Q: 3 clusters Score -1983598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1983596.250000 Penalty: 4793.544922
	Iteration 72Q: 3 clusters Score -1983596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1983602.750000 Penalty: 4793.544922
	Iteration 73Q: 3 clusters Score -1983603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1983601.625000 Penalty: 4793.544922
	Iteration 74Q: 3 clusters Score -1983602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1983607.375000 Penalty: 4793.544922
	Iteration 75Q: 3 clusters Score -1983607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1983607.125000 Penalty: 4793.544922
	Iteration 76Q: 3 clusters Score -1983607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1983607.750000 Penalty: 4793.544922
	Iteration 77Q: 3 clusters Score -1983608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1983611.125000 Penalty: 4793.544922
	Iteration 78Q: 3 clusters Score -1983611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1983613.875000 Penalty: 4793.544922
	Iteration 79Q: 3 clusters Score -1983614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1983610.125000 Penalty: 4793.544922
	Iteration 80F: 3 clusters Score -1983610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1983612.500000 Penalty: 4793.544922
	Iteration 81Q: 3 clusters Score -1983612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1983614.625000 Penalty: 4793.544922
	Iteration 82Q: 3 clusters Score -1983615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1983614.750000 Penalty: 4793.544922
	Iteration 83Q: 3 clusters Score -1983615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1983618.625000 Penalty: 4793.544922
	Iteration 84Q: 3 clusters Score -1983619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1983616.875000 Penalty: 4793.544922
	Iteration 85Q: 3 clusters Score -1983617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1983616.750000 Penalty: 4793.544922
	Iteration 86Q: 3 clusters Score -1983617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1983617.875000 Penalty: 4793.544922
	Iteration 87Q: 3 clusters Score -1983618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1983616.375000 Penalty: 4793.544922
	Iteration 88Q: 3 clusters Score -1983616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1983618.500000 Penalty: 4793.544922
	Iteration 89Q: 3 clusters Score -1983618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1983619.750000 Penalty: 4793.544922
	Iteration 90Q: 3 clusters Score -1983620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1983620.875000 Penalty: 4793.544922
	Iteration 91Q: 3 clusters Score -1983621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1983620.875000 Penalty: 4793.544922
	Iteration 92F: 3 clusters Score -1983621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Entering Unmasked Estep 
Score: -1208608.750000 Penalty: 2296.925049
	Iteration 0F: 2 clusters Score -1208609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1200618.250000 Penalty: 4593.850098
	Iteration 0F: 3 clusters Score -1200618 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1203345.750000 Penalty: 4593.850098
	Iteration 1F: 3 clusters Score -1203346 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1204313.500000 Penalty: 4593.850098
	Iteration 2F: 3 clusters Score -1204314 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1205365.625000 Penalty: 4593.850098
	Iteration 3F: 3 clusters Score -1205366 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1206312.875000 Penalty: 4593.850098
	Iteration 4F: 3 clusters Score -1206313 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1206956.500000 Penalty: 4593.850098
	Iteration 5F: 3 clusters Score -1206956 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1207449.875000 Penalty: 4593.850098
	Iteration 6F: 3 clusters Score -1207450 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1207816.125000 Penalty: 4593.850098
	Iteration 7Q: 3 clusters Score -1207816 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1208172.500000 Penalty: 4593.850098
	Iteration 8Q: 3 clusters Score -1208172 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1208645.875000 Penalty: 4593.850098
	Iteration 9Q: 3 clusters Score -1208646 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1209467.250000 Penalty: 4593.850098
	Iteration 10F: 3 clusters Score -1209467 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1210163.750000 Penalty: 4593.850098
	Iteration 11Q: 3 clusters Score -1210164 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1210346.250000 Penalty: 4593.850098
	Iteration 12Q: 3 clusters Score -1210346 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1210386.625000 Penalty: 4593.850098
	Iteration 13Q: 3 clusters Score -1210387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1210388.125000 Penalty: 4593.850098
	Iteration 14Q: 3 clusters Score -1210388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1210395.750000 Penalty: 4593.850098
	Iteration 15Q: 3 clusters Score -1210396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1210397.500000 Penalty: 4593.850098
	Iteration 16Q: 3 clusters Score -1210398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1210399.625000 Penalty: 4593.850098
	Iteration 17Q: 3 clusters Score -1210400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1210397.250000 Penalty: 4593.850098
	Iteration 18Q: 3 clusters Score -1210397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1210398.000000 Penalty: 4593.850098
	Iteration 19Q: 3 clusters Score -1210398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1210398.000000 Penalty: 4593.850098
	Iteration 20F: 3 clusters Score -1210398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 11766 members 
Mstep: Class 3 contains 120380 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 48125 members 
Mstep: Class 6 contains 160771 members 
Mstep: Class 7 contains 67275 members 
Mstep: Class 8 contains 15846 members 
Mstep: Class 9 contains 8562 members 
Mstep: Class 10 contains 37336 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 191994 members 
Mstep: Class 13 contains 128871 members 
Mstep: Class 14 contains 23506 members 
Mstep: Class 15 contains 10218 members 
Mstep: Class 16 contains 9668 members 
Mstep: Class 17 contains 12393 members 
Mstep: Class 18 contains 31243 members 
Mstep: Class 19 contains 11218 members 
Mstep: Class 20 contains 26844 members 
Mstep: Class 21 contains 230264 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 59583 members 
Mstep: Class 24 contains 15747 members 
Mstep: Class 25 contains 4534 members 
Mstep: Class 26 contains 31565 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 5994 members 
Entering Unmasked Estep 
Score: -158457024.000000 Penalty: 97929.023438
Splitting cluster 25 changes total score from -158456960.000000 to -158457024.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 26 (31565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Entering Unmasked Estep 
Score: -3844380.000000 Penalty: 2569.231445
	Iteration 0F: 2 clusters Score -3844380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -3822800.000000 Penalty: 5138.462891
	Iteration 0F: 3 clusters Score -3822800 nChanged 14350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -3830748.250000 Penalty: 5138.462891
	Iteration 1F: 3 clusters Score -3830748 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -3831511.750000 Penalty: 5138.462891
	Iteration 2F: 3 clusters Score -3831512 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -3832424.750000 Penalty: 5138.462891
	Iteration 3F: 3 clusters Score -3832425 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -3833585.750000 Penalty: 5138.462891
	Iteration 4F: 3 clusters Score -3833586 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -3835179.000000 Penalty: 5138.462891
	Iteration 5F: 3 clusters Score -3835179 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -3837079.250000 Penalty: 5138.462891
	Iteration 6F: 3 clusters Score -3837079 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -3838854.750000 Penalty: 5138.462891
	Iteration 7F: 3 clusters Score -3838855 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -3840208.000000 Penalty: 5138.462891
	Iteration 8F: 3 clusters Score -3840208 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3841056.250000 Penalty: 5138.462891
	Iteration 9Q: 3 clusters Score -3841056 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3841547.500000 Penalty: 5138.462891
	Iteration 10Q: 3 clusters Score -3841548 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3841855.000000 Penalty: 5138.462891
	Iteration 11Q: 3 clusters Score -3841855 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3842040.000000 Penalty: 5138.462891
	Iteration 12Q: 3 clusters Score -3842040 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3842165.500000 Penalty: 5138.462891
	Iteration 13Q: 3 clusters Score -3842166 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3842249.750000 Penalty: 5138.462891
	Iteration 14Q: 3 clusters Score -3842250 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3842295.000000 Penalty: 5138.462891
	Iteration 15Q: 3 clusters Score -3842295 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3842337.500000 Penalty: 5138.462891
	Iteration 16Q: 3 clusters Score -3842338 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3842368.250000 Penalty: 5138.462891
	Iteration 17Q: 3 clusters Score -3842368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3842389.000000 Penalty: 5138.462891
	Iteration 18Q: 3 clusters Score -3842389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3842394.750000 Penalty: 5138.462891
	Iteration 19Q: 3 clusters Score -3842395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3842407.000000 Penalty: 5138.462891
	Iteration 20F: 3 clusters Score -3842407 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3842410.250000 Penalty: 5138.462891
	Iteration 21Q: 3 clusters Score -3842410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3842414.750000 Penalty: 5138.462891
	Iteration 22Q: 3 clusters Score -3842415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3842417.000000 Penalty: 5138.462891
	Iteration 23Q: 3 clusters Score -3842417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3842416.750000 Penalty: 5138.462891
	Iteration 24Q: 3 clusters Score -3842417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3842417.750000 Penalty: 5138.462891
	Iteration 25Q: 3 clusters Score -3842418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3842419.750000 Penalty: 5138.462891
	Iteration 26Q: 3 clusters Score -3842420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3842420.750000 Penalty: 5138.462891
	Iteration 27Q: 3 clusters Score -3842421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3842426.250000 Penalty: 5138.462891
	Iteration 28Q: 3 clusters Score -3842426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3842424.000000 Penalty: 5138.462891
	Iteration 29Q: 3 clusters Score -3842424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3842424.000000 Penalty: 5138.462891
	Iteration 30F: 3 clusters Score -3842424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Entering Unmasked Estep 
Score: -129861.468750 Penalty: 1758.545654
	Iteration 0F: 2 clusters Score -129861.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -127849.421875 Penalty: 3517.091309
	Iteration 0F: 3 clusters Score -127849.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -128390.015625 Penalty: 3517.091309
	Iteration 1F: 3 clusters Score -128390 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -128836.007812 Penalty: 3517.091309
	Iteration 2F: 3 clusters Score -128836 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -129176.351562 Penalty: 3517.091309
	Iteration 3F: 3 clusters Score -129176.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -129431.812500 Penalty: 3517.091309
	Iteration 4F: 3 clusters Score -129431.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -129706.765625 Penalty: 3517.091309
	Iteration 5F: 3 clusters Score -129706.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -130077.000000 Penalty: 3517.091309
	Iteration 6Q: 3 clusters Score -130077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -130322.171875 Penalty: 3517.091309
	Iteration 7Q: 3 clusters Score -130322.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -130422.718750 Penalty: 3517.091309
	Iteration 8Q: 3 clusters Score -130422.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -130464.101562 Penalty: 3517.091309
	Iteration 9Q: 3 clusters Score -130464.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -130489.570312 Penalty: 3517.091309
	Iteration 10Q: 3 clusters Score -130489.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -130507.250000 Penalty: 3517.091309
	Iteration 11Q: 3 clusters Score -130507.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -130515.562500 Penalty: 3517.091309
	Iteration 12Q: 3 clusters Score -130515.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -130536.304688 Penalty: 3517.091309
	Iteration 13Q: 3 clusters Score -130536.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -130560.359375 Penalty: 3517.091309
	Iteration 14Q: 3 clusters Score -130560.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -130578.023438 Penalty: 3517.091309
	Iteration 15Q: 3 clusters Score -130578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -130586.492188 Penalty: 3517.091309
	Iteration 16Q: 3 clusters Score -130586.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -130588.875000 Penalty: 3517.091309
	Iteration 17F: 3 clusters Score -130588.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -130593.648438 Penalty: 3517.091309
	Iteration 18Q: 3 clusters Score -130593.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -130596.335938 Penalty: 3517.091309
	Iteration 19Q: 3 clusters Score -130596.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -130596.335938 Penalty: 3517.091309
	Iteration 20F: 3 clusters Score -130596.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 11766 members 
Mstep: Class 3 contains 120380 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 48125 members 
Mstep: Class 6 contains 160771 members 
Mstep: Class 7 contains 67275 members 
Mstep: Class 8 contains 15846 members 
Mstep: Class 9 contains 8562 members 
Mstep: Class 10 contains 37336 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 191994 members 
Mstep: Class 13 contains 128871 members 
Mstep: Class 14 contains 23506 members 
Mstep: Class 15 contains 10218 members 
Mstep: Class 16 contains 9668 members 
Mstep: Class 17 contains 12393 members 
Mstep: Class 18 contains 31243 members 
Mstep: Class 19 contains 11218 members 
Mstep: Class 20 contains 26844 members 
Mstep: Class 21 contains 230264 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 59583 members 
Mstep: Class 24 contains 15747 members 
Mstep: Class 25 contains 4534 members 
Mstep: Class 26 contains 31565 members 
Mstep: Class 27 contains 429 members 
Mstep: Class 28 contains 5994 members 
Mstep: Class 29 contains 772 members 
Entering Unmasked Estep 
Score: -158456288.000000 Penalty: 101426.492188
Splitting cluster 27 changes total score from -158456960.000000 to -158456288.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 11766 members 
Mstep: Class 3 contains 120380 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 48125 members 
Mstep: Class 6 contains 160771 members 
Mstep: Class 7 contains 67275 members 
Mstep: Class 8 contains 15846 members 
Mstep: Class 9 contains 8562 members 
Mstep: Class 10 contains 37336 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 191994 members 
Mstep: Class 13 contains 128871 members 
Mstep: Class 14 contains 23506 members 
Mstep: Class 15 contains 10218 members 
Mstep: Class 16 contains 9668 members 
Mstep: Class 17 contains 12393 members 
Mstep: Class 18 contains 31243 members 
Mstep: Class 19 contains 11218 members 
Mstep: Class 20 contains 26844 members 
Mstep: Class 21 contains 230264 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 59583 members 
Mstep: Class 24 contains 15747 members 
Mstep: Class 25 contains 4534 members 
Mstep: Class 26 contains 31565 members 
Mstep: Class 27 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457456.000000 Penalty: 97929.023438
Iteration 119Q: 29 clusters Score -1.584575e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 120306 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 48149 members 
Mstep: Class 6 contains 160770 members 
Mstep: Class 7 contains 67277 members 
Mstep: Class 8 contains 15839 members 
Mstep: Class 9 contains 8569 members 
Mstep: Class 10 contains 37340 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 192054 members 
Mstep: Class 13 contains 128870 members 
Mstep: Class 14 contains 23507 members 
Mstep: Class 15 contains 10211 members 
Mstep: Class 16 contains 9685 members 
Mstep: Class 17 contains 12383 members 
Mstep: Class 18 contains 31244 members 
Mstep: Class 19 contains 11217 members 
Mstep: Class 20 contains 26843 members 
Mstep: Class 21 contains 230258 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 59556 members 
Mstep: Class 24 contains 15752 members 
Mstep: Class 25 contains 4798 members 
Mstep: Class 26 contains 31568 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 5732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457808.000000 Penalty: 97929.023438
Iteration 120F: 29 clusters Score -1.584578e+08 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 119929 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47963 members 
Mstep: Class 6 contains 160762 members 
Mstep: Class 7 contains 67154 members 
Mstep: Class 8 contains 15827 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 37326 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 191804 members 
Mstep: Class 13 contains 128861 members 
Mstep: Class 14 contains 23476 members 
Mstep: Class 15 contains 10187 members 
Mstep: Class 16 contains 9694 members 
Mstep: Class 17 contains 12374 members 
Mstep: Class 18 contains 31244 members 
Mstep: Class 19 contains 11214 members 
Mstep: Class 20 contains 26835 members 
Mstep: Class 21 contains 230218 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 59410 members 
Mstep: Class 24 contains 15757 members 
Mstep: Class 25 contains 4992 members 
Mstep: Class 26 contains 31571 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 6765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458224.000000 Penalty: 97929.023438
Iteration 121Q: 29 clusters Score -1.584582e+08 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 11766 members 
Mstep: Class 3 contains 119638 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47883 members 
Mstep: Class 6 contains 160744 members 
Mstep: Class 7 contains 67068 members 
Mstep: Class 8 contains 15819 members 
Mstep: Class 9 contains 8556 members 
Mstep: Class 10 contains 37310 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 191687 members 
Mstep: Class 13 contains 128844 members 
Mstep: Class 14 contains 23450 members 
Mstep: Class 15 contains 10177 members 
Mstep: Class 16 contains 9701 members 
Mstep: Class 17 contains 12357 members 
Mstep: Class 18 contains 31245 members 
Mstep: Class 19 contains 11210 members 
Mstep: Class 20 contains 26828 members 
Mstep: Class 21 contains 230180 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 59353 members 
Mstep: Class 24 contains 15764 members 
Mstep: Class 25 contains 5145 members 
Mstep: Class 26 contains 31570 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 7398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458384.000000 Penalty: 97929.023438
Iteration 122Q: 29 clusters Score -1.584584e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 11767 members 
Mstep: Class 3 contains 119379 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47827 members 
Mstep: Class 6 contains 160746 members 
Mstep: Class 7 contains 67008 members 
Mstep: Class 8 contains 15815 members 
Mstep: Class 9 contains 8570 members 
Mstep: Class 10 contains 37300 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 191648 members 
Mstep: Class 13 contains 128834 members 
Mstep: Class 14 contains 23425 members 
Mstep: Class 15 contains 10156 members 
Mstep: Class 16 contains 9710 members 
Mstep: Class 17 contains 12343 members 
Mstep: Class 18 contains 31247 members 
Mstep: Class 19 contains 11204 members 
Mstep: Class 20 contains 26816 members 
Mstep: Class 21 contains 230175 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 59282 members 
Mstep: Class 24 contains 15775 members 
Mstep: Class 25 contains 5260 members 
Mstep: Class 26 contains 31578 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 7834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458256.000000 Penalty: 97929.023438
Iteration 123Q: 29 clusters Score -1.584583e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 11764 members 
Mstep: Class 3 contains 119143 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47806 members 
Mstep: Class 6 contains 160738 members 
Mstep: Class 7 contains 66969 members 
Mstep: Class 8 contains 15795 members 
Mstep: Class 9 contains 8573 members 
Mstep: Class 10 contains 37288 members 
Mstep: Class 11 contains 930 members 
Mstep: Class 12 contains 191643 members 
Mstep: Class 13 contains 128818 members 
Mstep: Class 14 contains 23406 members 
Mstep: Class 15 contains 10147 members 
Mstep: Class 16 contains 9719 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 31249 members 
Mstep: Class 19 contains 11199 members 
Mstep: Class 20 contains 26810 members 
Mstep: Class 21 contains 230174 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 59258 members 
Mstep: Class 24 contains 15787 members 
Mstep: Class 25 contains 5348 members 
Mstep: Class 26 contains 31581 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 8149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458400.000000 Penalty: 97929.023438
Iteration 124Q: 29 clusters Score -1.584584e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 118952 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47822 members 
Mstep: Class 6 contains 160725 members 
Mstep: Class 7 contains 66933 members 
Mstep: Class 8 contains 15778 members 
Mstep: Class 9 contains 8584 members 
Mstep: Class 10 contains 37281 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 191654 members 
Mstep: Class 13 contains 128808 members 
Mstep: Class 14 contains 23395 members 
Mstep: Class 15 contains 10127 members 
Mstep: Class 16 contains 9728 members 
Mstep: Class 17 contains 12322 members 
Mstep: Class 18 contains 31249 members 
Mstep: Class 19 contains 11197 members 
Mstep: Class 20 contains 26801 members 
Mstep: Class 21 contains 230164 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 59181 members 
Mstep: Class 24 contains 15802 members 
Mstep: Class 25 contains 5439 members 
Mstep: Class 26 contains 31590 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 8411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458176.000000 Penalty: 97929.023438
Iteration 125Q: 29 clusters Score -1.584582e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65396 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 118811 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47827 members 
Mstep: Class 6 contains 160704 members 
Mstep: Class 7 contains 66919 members 
Mstep: Class 8 contains 15769 members 
Mstep: Class 9 contains 8582 members 
Mstep: Class 10 contains 37276 members 
Mstep: Class 11 contains 927 members 
Mstep: Class 12 contains 191693 members 
Mstep: Class 13 contains 128792 members 
Mstep: Class 14 contains 23383 members 
Mstep: Class 15 contains 10106 members 
Mstep: Class 16 contains 9733 members 
Mstep: Class 17 contains 12317 members 
Mstep: Class 18 contains 31247 members 
Mstep: Class 19 contains 11199 members 
Mstep: Class 20 contains 26788 members 
Mstep: Class 21 contains 230160 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 59103 members 
Mstep: Class 24 contains 15813 members 
Mstep: Class 25 contains 5522 members 
Mstep: Class 26 contains 31600 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 8603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458304.000000 Penalty: 97929.023438
Iteration 126Q: 29 clusters Score -1.584583e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 11761 members 
Mstep: Class 3 contains 118694 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47844 members 
Mstep: Class 6 contains 160679 members 
Mstep: Class 7 contains 66904 members 
Mstep: Class 8 contains 15762 members 
Mstep: Class 9 contains 8584 members 
Mstep: Class 10 contains 37279 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 191722 members 
Mstep: Class 13 contains 128781 members 
Mstep: Class 14 contains 23377 members 
Mstep: Class 15 contains 10084 members 
Mstep: Class 16 contains 9737 members 
Mstep: Class 17 contains 12305 members 
Mstep: Class 18 contains 31246 members 
Mstep: Class 19 contains 11201 members 
Mstep: Class 20 contains 26779 members 
Mstep: Class 21 contains 230156 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 59033 members 
Mstep: Class 24 contains 15818 members 
Mstep: Class 25 contains 5591 members 
Mstep: Class 26 contains 31611 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 8761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458528.000000 Penalty: 97929.023438
Iteration 127Q: 29 clusters Score -1.584585e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65397 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 118584 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47839 members 
Mstep: Class 6 contains 160667 members 
Mstep: Class 7 contains 66890 members 
Mstep: Class 8 contains 15761 members 
Mstep: Class 9 contains 8593 members 
Mstep: Class 10 contains 37285 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 191771 members 
Mstep: Class 13 contains 128780 members 
Mstep: Class 14 contains 23374 members 
Mstep: Class 15 contains 10069 members 
Mstep: Class 16 contains 9737 members 
Mstep: Class 17 contains 12291 members 
Mstep: Class 18 contains 31244 members 
Mstep: Class 19 contains 11200 members 
Mstep: Class 20 contains 26770 members 
Mstep: Class 21 contains 230150 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 58970 members 
Mstep: Class 24 contains 15826 members 
Mstep: Class 25 contains 5648 members 
Mstep: Class 26 contains 31619 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 8883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458720.000000 Penalty: 97929.023438
Iteration 128Q: 29 clusters Score -1.584587e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65396 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 118479 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47825 members 
Mstep: Class 6 contains 160654 members 
Mstep: Class 7 contains 66884 members 
Mstep: Class 8 contains 15752 members 
Mstep: Class 9 contains 8603 members 
Mstep: Class 10 contains 37282 members 
Mstep: Class 11 contains 921 members 
Mstep: Class 12 contains 191805 members 
Mstep: Class 13 contains 128780 members 
Mstep: Class 14 contains 23371 members 
Mstep: Class 15 contains 10060 members 
Mstep: Class 16 contains 9743 members 
Mstep: Class 17 contains 12286 members 
Mstep: Class 18 contains 31244 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 26758 members 
Mstep: Class 21 contains 230162 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 58919 members 
Mstep: Class 24 contains 15849 members 
Mstep: Class 25 contains 5690 members 
Mstep: Class 26 contains 31625 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 8985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458992.000000 Penalty: 97929.023438
Iteration 129Q: 29 clusters Score -1.58459e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65391 members 
Mstep: Class 2 contains 11761 members 
Mstep: Class 3 contains 118381 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47818 members 
Mstep: Class 6 contains 160643 members 
Mstep: Class 7 contains 66874 members 
Mstep: Class 8 contains 15739 members 
Mstep: Class 9 contains 8609 members 
Mstep: Class 10 contains 37280 members 
Mstep: Class 11 contains 918 members 
Mstep: Class 12 contains 191836 members 
Mstep: Class 13 contains 128786 members 
Mstep: Class 14 contains 23370 members 
Mstep: Class 15 contains 10049 members 
Mstep: Class 16 contains 9748 members 
Mstep: Class 17 contains 12276 members 
Mstep: Class 18 contains 31245 members 
Mstep: Class 19 contains 11195 members 
Mstep: Class 20 contains 26756 members 
Mstep: Class 21 contains 230174 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 58882 members 
Mstep: Class 24 contains 15866 members 
Mstep: Class 25 contains 5733 members 
Mstep: Class 26 contains 31628 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 9075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458928.000000 Penalty: 97929.023438
Iteration 130Q: 29 clusters Score -1.584589e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65388 members 
Mstep: Class 2 contains 11764 members 
Mstep: Class 3 contains 118287 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47821 members 
Mstep: Class 6 contains 160637 members 
Mstep: Class 7 contains 66864 members 
Mstep: Class 8 contains 15726 members 
Mstep: Class 9 contains 8616 members 
Mstep: Class 10 contains 37280 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 191879 members 
Mstep: Class 13 contains 128787 members 
Mstep: Class 14 contains 23369 members 
Mstep: Class 15 contains 10030 members 
Mstep: Class 16 contains 9751 members 
Mstep: Class 17 contains 12273 members 
Mstep: Class 18 contains 31246 members 
Mstep: Class 19 contains 11192 members 
Mstep: Class 20 contains 26753 members 
Mstep: Class 21 contains 230180 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 58839 members 
Mstep: Class 24 contains 15881 members 
Mstep: Class 25 contains 5769 members 
Mstep: Class 26 contains 31635 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 9152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458848.000000 Penalty: 97929.023438
Iteration 131Q: 29 clusters Score -1.584588e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 11764 members 
Mstep: Class 3 contains 118198 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47831 members 
Mstep: Class 6 contains 160633 members 
Mstep: Class 7 contains 66857 members 
Mstep: Class 8 contains 15713 members 
Mstep: Class 9 contains 8620 members 
Mstep: Class 10 contains 37277 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 191924 members 
Mstep: Class 13 contains 128779 members 
Mstep: Class 14 contains 23363 members 
Mstep: Class 15 contains 10015 members 
Mstep: Class 16 contains 9752 members 
Mstep: Class 17 contains 12263 members 
Mstep: Class 18 contains 31250 members 
Mstep: Class 19 contains 11188 members 
Mstep: Class 20 contains 26745 members 
Mstep: Class 21 contains 230194 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 58800 members 
Mstep: Class 24 contains 15898 members 
Mstep: Class 25 contains 5799 members 
Mstep: Class 26 contains 31642 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 9231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458800.000000 Penalty: 97929.023438
Iteration 132Q: 29 clusters Score -1.584588e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65388 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 118124 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47848 members 
Mstep: Class 6 contains 160627 members 
Mstep: Class 7 contains 66847 members 
Mstep: Class 8 contains 15700 members 
Mstep: Class 9 contains 8624 members 
Mstep: Class 10 contains 37267 members 
Mstep: Class 11 contains 908 members 
Mstep: Class 12 contains 191963 members 
Mstep: Class 13 contains 128765 members 
Mstep: Class 14 contains 23357 members 
Mstep: Class 15 contains 10001 members 
Mstep: Class 16 contains 9755 members 
Mstep: Class 17 contains 12257 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 19 contains 11185 members 
Mstep: Class 20 contains 26743 members 
Mstep: Class 21 contains 230191 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 58777 members 
Mstep: Class 24 contains 15912 members 
Mstep: Class 25 contains 5815 members 
Mstep: Class 26 contains 31648 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 9312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459184.000000 Penalty: 97929.023438
Iteration 133Q: 29 clusters Score -1.584592e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65390 members 
Mstep: Class 2 contains 11766 members 
Mstep: Class 3 contains 118046 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47864 members 
Mstep: Class 6 contains 160606 members 
Mstep: Class 7 contains 66842 members 
Mstep: Class 8 contains 15699 members 
Mstep: Class 9 contains 8630 members 
Mstep: Class 10 contains 37258 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 192005 members 
Mstep: Class 13 contains 128756 members 
Mstep: Class 14 contains 23356 members 
Mstep: Class 15 contains 9992 members 
Mstep: Class 16 contains 9756 members 
Mstep: Class 17 contains 12255 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 19 contains 11183 members 
Mstep: Class 20 contains 26742 members 
Mstep: Class 21 contains 230189 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 58757 members 
Mstep: Class 24 contains 15920 members 
Mstep: Class 25 contains 5825 members 
Mstep: Class 26 contains 31652 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 9383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459136.000000 Penalty: 97929.023438
Iteration 134Q: 29 clusters Score -1.584591e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65386 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 117972 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47878 members 
Mstep: Class 6 contains 160592 members 
Mstep: Class 7 contains 66842 members 
Mstep: Class 8 contains 15694 members 
Mstep: Class 9 contains 8635 members 
Mstep: Class 10 contains 37259 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 192045 members 
Mstep: Class 13 contains 128758 members 
Mstep: Class 14 contains 23353 members 
Mstep: Class 15 contains 9979 members 
Mstep: Class 16 contains 9758 members 
Mstep: Class 17 contains 12255 members 
Mstep: Class 18 contains 31256 members 
Mstep: Class 19 contains 11180 members 
Mstep: Class 20 contains 26741 members 
Mstep: Class 21 contains 230188 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 58729 members 
Mstep: Class 24 contains 15931 members 
Mstep: Class 25 contains 5843 members 
Mstep: Class 26 contains 31662 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 9427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459232.000000 Penalty: 97929.023438
Iteration 135Q: 29 clusters Score -1.584592e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 117906 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47887 members 
Mstep: Class 6 contains 160583 members 
Mstep: Class 7 contains 66834 members 
Mstep: Class 8 contains 15692 members 
Mstep: Class 9 contains 8637 members 
Mstep: Class 10 contains 37260 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 192084 members 
Mstep: Class 13 contains 128757 members 
Mstep: Class 14 contains 23350 members 
Mstep: Class 15 contains 9972 members 
Mstep: Class 16 contains 9758 members 
Mstep: Class 17 contains 12254 members 
Mstep: Class 18 contains 31262 members 
Mstep: Class 19 contains 11178 members 
Mstep: Class 20 contains 26737 members 
Mstep: Class 21 contains 230181 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 58706 members 
Mstep: Class 24 contains 15950 members 
Mstep: Class 25 contains 5859 members 
Mstep: Class 26 contains 31667 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 9462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458960.000000 Penalty: 97929.023438
Iteration 136Q: 29 clusters Score -1.58459e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 117861 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47893 members 
Mstep: Class 6 contains 160573 members 
Mstep: Class 7 contains 66827 members 
Mstep: Class 8 contains 15690 members 
Mstep: Class 9 contains 8637 members 
Mstep: Class 10 contains 37262 members 
Mstep: Class 11 contains 904 members 
Mstep: Class 12 contains 192117 members 
Mstep: Class 13 contains 128752 members 
Mstep: Class 14 contains 23346 members 
Mstep: Class 15 contains 9962 members 
Mstep: Class 16 contains 9759 members 
Mstep: Class 17 contains 12250 members 
Mstep: Class 18 contains 31264 members 
Mstep: Class 19 contains 11180 members 
Mstep: Class 20 contains 26735 members 
Mstep: Class 21 contains 230187 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 58680 members 
Mstep: Class 24 contains 15962 members 
Mstep: Class 25 contains 5874 members 
Mstep: Class 26 contains 31673 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 9493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459152.000000 Penalty: 97929.023438
Iteration 137Q: 29 clusters Score -1.584592e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65390 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 117800 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47891 members 
Mstep: Class 6 contains 160568 members 
Mstep: Class 7 contains 66824 members 
Mstep: Class 8 contains 15688 members 
Mstep: Class 9 contains 8641 members 
Mstep: Class 10 contains 37264 members 
Mstep: Class 11 contains 903 members 
Mstep: Class 12 contains 192144 members 
Mstep: Class 13 contains 128757 members 
Mstep: Class 14 contains 23352 members 
Mstep: Class 15 contains 9952 members 
Mstep: Class 16 contains 9762 members 
Mstep: Class 17 contains 12249 members 
Mstep: Class 18 contains 31262 members 
Mstep: Class 19 contains 11175 members 
Mstep: Class 20 contains 26733 members 
Mstep: Class 21 contains 230202 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 58641 members 
Mstep: Class 24 contains 15979 members 
Mstep: Class 25 contains 5886 members 
Mstep: Class 26 contains 31676 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 9529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459264.000000 Penalty: 97929.023438
Iteration 138Q: 29 clusters Score -1.584593e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 117744 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47889 members 
Mstep: Class 6 contains 160559 members 
Mstep: Class 7 contains 66827 members 
Mstep: Class 8 contains 15688 members 
Mstep: Class 9 contains 8648 members 
Mstep: Class 10 contains 37266 members 
Mstep: Class 11 contains 903 members 
Mstep: Class 12 contains 192169 members 
Mstep: Class 13 contains 128756 members 
Mstep: Class 14 contains 23351 members 
Mstep: Class 15 contains 9945 members 
Mstep: Class 16 contains 9770 members 
Mstep: Class 17 contains 12246 members 
Mstep: Class 18 contains 31263 members 
Mstep: Class 19 contains 11172 members 
Mstep: Class 20 contains 26729 members 
Mstep: Class 21 contains 230214 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 58594 members 
Mstep: Class 24 contains 15996 members 
Mstep: Class 25 contains 5900 members 
Mstep: Class 26 contains 31678 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 9574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459600.000000 Penalty: 97929.023438
Iteration 139Q: 29 clusters Score -1.584596e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 117689 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47887 members 
Mstep: Class 6 contains 160554 members 
Mstep: Class 7 contains 66833 members 
Mstep: Class 8 contains 15680 members 
Mstep: Class 9 contains 8657 members 
Mstep: Class 10 contains 37266 members 
Mstep: Class 11 contains 902 members 
Mstep: Class 12 contains 192202 members 
Mstep: Class 13 contains 128757 members 
Mstep: Class 14 contains 23348 members 
Mstep: Class 15 contains 9944 members 
Mstep: Class 16 contains 9772 members 
Mstep: Class 17 contains 12237 members 
Mstep: Class 18 contains 31264 members 
Mstep: Class 19 contains 11169 members 
Mstep: Class 20 contains 26725 members 
Mstep: Class 21 contains 230227 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 58549 members 
Mstep: Class 24 contains 16006 members 
Mstep: Class 25 contains 5907 members 
Mstep: Class 26 contains 31682 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 9624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459568.000000 Penalty: 97929.023438
Iteration 140F: 29 clusters Score -1.584596e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 117630 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47888 members 
Mstep: Class 6 contains 160551 members 
Mstep: Class 7 contains 66834 members 
Mstep: Class 8 contains 15669 members 
Mstep: Class 9 contains 8661 members 
Mstep: Class 10 contains 37265 members 
Mstep: Class 11 contains 898 members 
Mstep: Class 12 contains 192236 members 
Mstep: Class 13 contains 128765 members 
Mstep: Class 14 contains 23352 members 
Mstep: Class 15 contains 9944 members 
Mstep: Class 16 contains 9774 members 
Mstep: Class 17 contains 12229 members 
Mstep: Class 18 contains 31264 members 
Mstep: Class 19 contains 11168 members 
Mstep: Class 20 contains 26720 members 
Mstep: Class 21 contains 230247 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 58488 members 
Mstep: Class 24 contains 16018 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 31689 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 9672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459760.000000 Penalty: 97929.023438
Iteration 141Q: 29 clusters Score -1.584598e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65386 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 117572 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47888 members 
Mstep: Class 6 contains 160545 members 
Mstep: Class 7 contains 66826 members 
Mstep: Class 8 contains 15659 members 
Mstep: Class 9 contains 8662 members 
Mstep: Class 10 contains 37264 members 
Mstep: Class 11 contains 891 members 
Mstep: Class 12 contains 192273 members 
Mstep: Class 13 contains 128767 members 
Mstep: Class 14 contains 23349 members 
Mstep: Class 15 contains 9947 members 
Mstep: Class 16 contains 9773 members 
Mstep: Class 17 contains 12222 members 
Mstep: Class 18 contains 31265 members 
Mstep: Class 19 contains 11167 members 
Mstep: Class 20 contains 26718 members 
Mstep: Class 21 contains 230265 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 58426 members 
Mstep: Class 24 contains 16029 members 
Mstep: Class 25 contains 5928 members 
Mstep: Class 26 contains 31693 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 9753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459760.000000 Penalty: 97929.023438
Iteration 142Q: 29 clusters Score -1.584598e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65386 members 
Mstep: Class 2 contains 11764 members 
Mstep: Class 3 contains 117509 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47892 members 
Mstep: Class 6 contains 160536 members 
Mstep: Class 7 contains 66822 members 
Mstep: Class 8 contains 15646 members 
Mstep: Class 9 contains 8667 members 
Mstep: Class 10 contains 37264 members 
Mstep: Class 11 contains 883 members 
Mstep: Class 12 contains 192315 members 
Mstep: Class 13 contains 128767 members 
Mstep: Class 14 contains 23346 members 
Mstep: Class 15 contains 9943 members 
Mstep: Class 16 contains 9773 members 
Mstep: Class 17 contains 12216 members 
Mstep: Class 18 contains 31266 members 
Mstep: Class 19 contains 11167 members 
Mstep: Class 20 contains 26717 members 
Mstep: Class 21 contains 230295 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 58338 members 
Mstep: Class 24 contains 16035 members 
Mstep: Class 25 contains 5938 members 
Mstep: Class 26 contains 31691 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 9856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459808.000000 Penalty: 97929.023438
Iteration 143Q: 29 clusters Score -1.584598e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65383 members 
Mstep: Class 2 contains 11766 members 
Mstep: Class 3 contains 117434 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47882 members 
Mstep: Class 6 contains 160528 members 
Mstep: Class 7 contains 66823 members 
Mstep: Class 8 contains 15636 members 
Mstep: Class 9 contains 8670 members 
Mstep: Class 10 contains 37266 members 
Mstep: Class 11 contains 871 members 
Mstep: Class 12 contains 192375 members 
Mstep: Class 13 contains 128775 members 
Mstep: Class 14 contains 23347 members 
Mstep: Class 15 contains 9935 members 
Mstep: Class 16 contains 9774 members 
Mstep: Class 17 contains 12211 members 
Mstep: Class 18 contains 31269 members 
Mstep: Class 19 contains 11167 members 
Mstep: Class 20 contains 26712 members 
Mstep: Class 21 contains 230310 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 58240 members 
Mstep: Class 24 contains 16043 members 
Mstep: Class 25 contains 5947 members 
Mstep: Class 26 contains 31688 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 9980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459616.000000 Penalty: 97929.023438
Iteration 144Q: 29 clusters Score -1.584596e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65384 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 117359 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47877 members 
Mstep: Class 6 contains 160527 members 
Mstep: Class 7 contains 66824 members 
Mstep: Class 8 contains 15633 members 
Mstep: Class 9 contains 8674 members 
Mstep: Class 10 contains 37265 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 192439 members 
Mstep: Class 13 contains 128775 members 
Mstep: Class 14 contains 23346 members 
Mstep: Class 15 contains 9932 members 
Mstep: Class 16 contains 9775 members 
Mstep: Class 17 contains 12206 members 
Mstep: Class 18 contains 31272 members 
Mstep: Class 19 contains 11166 members 
Mstep: Class 20 contains 26714 members 
Mstep: Class 21 contains 230330 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 58102 members 
Mstep: Class 24 contains 16052 members 
Mstep: Class 25 contains 5962 members 
Mstep: Class 26 contains 31682 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 10118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459696.000000 Penalty: 97929.023438
Iteration 145Q: 29 clusters Score -1.584597e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65384 members 
Mstep: Class 2 contains 11764 members 
Mstep: Class 3 contains 117284 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47874 members 
Mstep: Class 6 contains 160522 members 
Mstep: Class 7 contains 66829 members 
Mstep: Class 8 contains 15626 members 
Mstep: Class 9 contains 8679 members 
Mstep: Class 10 contains 37263 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 192506 members 
Mstep: Class 13 contains 128774 members 
Mstep: Class 14 contains 23350 members 
Mstep: Class 15 contains 9928 members 
Mstep: Class 16 contains 9777 members 
Mstep: Class 17 contains 12204 members 
Mstep: Class 18 contains 31275 members 
Mstep: Class 19 contains 11163 members 
Mstep: Class 20 contains 26717 members 
Mstep: Class 21 contains 230355 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 57934 members 
Mstep: Class 24 contains 16059 members 
Mstep: Class 25 contains 5977 members 
Mstep: Class 26 contains 31676 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 10272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460144.000000 Penalty: 97929.023438
Iteration 146Q: 29 clusters Score -1.584601e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65383 members 
Mstep: Class 2 contains 11764 members 
Mstep: Class 3 contains 117217 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47854 members 
Mstep: Class 6 contains 160527 members 
Mstep: Class 7 contains 66836 members 
Mstep: Class 8 contains 15611 members 
Mstep: Class 9 contains 8689 members 
Mstep: Class 10 contains 37263 members 
Mstep: Class 11 contains 819 members 
Mstep: Class 12 contains 192582 members 
Mstep: Class 13 contains 128773 members 
Mstep: Class 14 contains 23348 members 
Mstep: Class 15 contains 9927 members 
Mstep: Class 16 contains 9781 members 
Mstep: Class 17 contains 12194 members 
Mstep: Class 18 contains 31271 members 
Mstep: Class 19 contains 11163 members 
Mstep: Class 20 contains 26714 members 
Mstep: Class 21 contains 230398 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 57755 members 
Mstep: Class 24 contains 16071 members 
Mstep: Class 25 contains 5987 members 
Mstep: Class 26 contains 31672 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 10434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460256.000000 Penalty: 97929.023438
Iteration 147Q: 29 clusters Score -1.584603e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65382 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 117152 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47850 members 
Mstep: Class 6 contains 160521 members 
Mstep: Class 7 contains 66845 members 
Mstep: Class 8 contains 15603 members 
Mstep: Class 9 contains 8697 members 
Mstep: Class 10 contains 37261 members 
Mstep: Class 11 contains 795 members 
Mstep: Class 12 contains 192662 members 
Mstep: Class 13 contains 128768 members 
Mstep: Class 14 contains 23343 members 
Mstep: Class 15 contains 9924 members 
Mstep: Class 16 contains 9782 members 
Mstep: Class 17 contains 12187 members 
Mstep: Class 18 contains 31270 members 
Mstep: Class 19 contains 11163 members 
Mstep: Class 20 contains 26708 members 
Mstep: Class 21 contains 230436 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 57572 members 
Mstep: Class 24 contains 16083 members 
Mstep: Class 25 contains 6004 members 
Mstep: Class 26 contains 31658 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 10604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460528.000000 Penalty: 97929.023438
Iteration 148Q: 29 clusters Score -1.584605e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 117121 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47848 members 
Mstep: Class 6 contains 160512 members 
Mstep: Class 7 contains 66866 members 
Mstep: Class 8 contains 15595 members 
Mstep: Class 9 contains 8702 members 
Mstep: Class 10 contains 37259 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 192716 members 
Mstep: Class 13 contains 128764 members 
Mstep: Class 14 contains 23338 members 
Mstep: Class 15 contains 9915 members 
Mstep: Class 16 contains 9789 members 
Mstep: Class 17 contains 12168 members 
Mstep: Class 18 contains 31269 members 
Mstep: Class 19 contains 11163 members 
Mstep: Class 20 contains 26695 members 
Mstep: Class 21 contains 230487 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 57359 members 
Mstep: Class 24 contains 16099 members 
Mstep: Class 25 contains 6021 members 
Mstep: Class 26 contains 31644 members 
Mstep: Class 27 contains 1200 members 
Mstep: Class 28 contains 10788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460432.000000 Penalty: 97929.023438
Iteration 149Q: 29 clusters Score -1.584604e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65388 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 117090 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47846 members 
Mstep: Class 6 contains 160494 members 
Mstep: Class 7 contains 66883 members 
Mstep: Class 8 contains 15573 members 
Mstep: Class 9 contains 8711 members 
Mstep: Class 10 contains 37263 members 
Mstep: Class 11 contains 751 members 
Mstep: Class 12 contains 192756 members 
Mstep: Class 13 contains 128761 members 
Mstep: Class 14 contains 23331 members 
Mstep: Class 15 contains 9900 members 
Mstep: Class 16 contains 9796 members 
Mstep: Class 17 contains 12137 members 
Mstep: Class 18 contains 31268 members 
Mstep: Class 19 contains 11162 members 
Mstep: Class 20 contains 26690 members 
Mstep: Class 21 contains 230500 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 57166 members 
Mstep: Class 24 contains 16112 members 
Mstep: Class 25 contains 6037 members 
Mstep: Class 26 contains 31633 members 
Mstep: Class 27 contains 1200 members 
Mstep: Class 28 contains 11023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460672.000000 Penalty: 97929.023438
Iteration 150Q: 29 clusters Score -1.584607e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 11760 members 
Mstep: Class 3 contains 117061 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47844 members 
Mstep: Class 6 contains 160469 members 
Mstep: Class 7 contains 66894 members 
Mstep: Class 8 contains 15564 members 
Mstep: Class 9 contains 8722 members 
Mstep: Class 10 contains 37268 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 192804 members 
Mstep: Class 13 contains 128761 members 
Mstep: Class 14 contains 23324 members 
Mstep: Class 15 contains 9885 members 
Mstep: Class 16 contains 9804 members 
Mstep: Class 17 contains 12107 members 
Mstep: Class 18 contains 31266 members 
Mstep: Class 19 contains 11164 members 
Mstep: Class 20 contains 26683 members 
Mstep: Class 21 contains 230542 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 56951 members 
Mstep: Class 24 contains 16131 members 
Mstep: Class 25 contains 6057 members 
Mstep: Class 26 contains 31619 members 
Mstep: Class 27 contains 1200 members 
Mstep: Class 28 contains 11229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460704.000000 Penalty: 97929.023438
Iteration 151Q: 29 clusters Score -1.584607e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65389 members 
Mstep: Class 2 contains 11761 members 
Mstep: Class 3 contains 117029 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47848 members 
Mstep: Class 6 contains 160448 members 
Mstep: Class 7 contains 66917 members 
Mstep: Class 8 contains 15552 members 
Mstep: Class 9 contains 8739 members 
Mstep: Class 10 contains 37270 members 
Mstep: Class 11 contains 723 members 
Mstep: Class 12 contains 192834 members 
Mstep: Class 13 contains 128750 members 
Mstep: Class 14 contains 23323 members 
Mstep: Class 15 contains 9871 members 
Mstep: Class 16 contains 9811 members 
Mstep: Class 17 contains 12071 members 
Mstep: Class 18 contains 31264 members 
Mstep: Class 19 contains 11166 members 
Mstep: Class 20 contains 26676 members 
Mstep: Class 21 contains 230590 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 56778 members 
Mstep: Class 24 contains 16142 members 
Mstep: Class 25 contains 6073 members 
Mstep: Class 26 contains 31609 members 
Mstep: Class 27 contains 1200 members 
Mstep: Class 28 contains 11400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461088.000000 Penalty: 97929.023438
Iteration 152Q: 29 clusters Score -1.584611e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65390 members 
Mstep: Class 2 contains 11761 members 
Mstep: Class 3 contains 117009 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47849 members 
Mstep: Class 6 contains 160429 members 
Mstep: Class 7 contains 66931 members 
Mstep: Class 8 contains 15546 members 
Mstep: Class 9 contains 8759 members 
Mstep: Class 10 contains 37279 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 192847 members 
Mstep: Class 13 contains 128748 members 
Mstep: Class 14 contains 23320 members 
Mstep: Class 15 contains 9848 members 
Mstep: Class 16 contains 9817 members 
Mstep: Class 17 contains 12041 members 
Mstep: Class 18 contains 31267 members 
Mstep: Class 19 contains 11162 members 
Mstep: Class 20 contains 26675 members 
Mstep: Class 21 contains 230637 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 56597 members 
Mstep: Class 24 contains 16151 members 
Mstep: Class 25 contains 6087 members 
Mstep: Class 26 contains 31607 members 
Mstep: Class 27 contains 1200 members 
Mstep: Class 28 contains 11555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460928.000000 Penalty: 97929.023438
Iteration 153Q: 29 clusters Score -1.584609e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65390 members 
Mstep: Class 2 contains 11761 members 
Mstep: Class 3 contains 116990 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47864 members 
Mstep: Class 6 contains 160423 members 
Mstep: Class 7 contains 66933 members 
Mstep: Class 8 contains 15531 members 
Mstep: Class 9 contains 8775 members 
Mstep: Class 10 contains 37284 members 
Mstep: Class 11 contains 717 members 
Mstep: Class 12 contains 192854 members 
Mstep: Class 13 contains 128742 members 
Mstep: Class 14 contains 23315 members 
Mstep: Class 15 contains 9834 members 
Mstep: Class 16 contains 9828 members 
Mstep: Class 17 contains 12013 members 
Mstep: Class 18 contains 31269 members 
Mstep: Class 19 contains 11160 members 
Mstep: Class 20 contains 26676 members 
Mstep: Class 21 contains 230696 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 56429 members 
Mstep: Class 24 contains 16158 members 
Mstep: Class 25 contains 6104 members 
Mstep: Class 26 contains 31604 members 
Mstep: Class 27 contains 1200 members 
Mstep: Class 28 contains 11684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460976.000000 Penalty: 97929.023438
Iteration 154Q: 29 clusters Score -1.58461e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 116972 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47866 members 
Mstep: Class 6 contains 160412 members 
Mstep: Class 7 contains 66937 members 
Mstep: Class 8 contains 15521 members 
Mstep: Class 9 contains 8787 members 
Mstep: Class 10 contains 37291 members 
Mstep: Class 11 contains 717 members 
Mstep: Class 12 contains 192864 members 
Mstep: Class 13 contains 128745 members 
Mstep: Class 14 contains 23307 members 
Mstep: Class 15 contains 9822 members 
Mstep: Class 16 contains 9836 members 
Mstep: Class 17 contains 11983 members 
Mstep: Class 18 contains 31268 members 
Mstep: Class 19 contains 11162 members 
Mstep: Class 20 contains 26672 members 
Mstep: Class 21 contains 230748 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 56301 members 
Mstep: Class 24 contains 16169 members 
Mstep: Class 25 contains 6119 members 
Mstep: Class 26 contains 31598 members 
Mstep: Class 27 contains 1200 members 
Mstep: Class 28 contains 11788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461216.000000 Penalty: 97929.023438
Iteration 155Q: 29 clusters Score -1.584612e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65382 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 116954 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47881 members 
Mstep: Class 6 contains 160411 members 
Mstep: Class 7 contains 66942 members 
Mstep: Class 8 contains 15516 members 
Mstep: Class 9 contains 8794 members 
Mstep: Class 10 contains 37295 members 
Mstep: Class 11 contains 717 members 
Mstep: Class 12 contains 192870 members 
Mstep: Class 13 contains 128743 members 
Mstep: Class 14 contains 23303 members 
Mstep: Class 15 contains 9808 members 
Mstep: Class 16 contains 9842 members 
Mstep: Class 17 contains 11954 members 
Mstep: Class 18 contains 31269 members 
Mstep: Class 19 contains 11162 members 
Mstep: Class 20 contains 26669 members 
Mstep: Class 21 contains 230780 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 56184 members 
Mstep: Class 24 contains 16185 members 
Mstep: Class 25 contains 6130 members 
Mstep: Class 26 contains 31600 members 
Mstep: Class 27 contains 1200 members 
Mstep: Class 28 contains 11881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461120.000000 Penalty: 97929.023438
Iteration 156Q: 29 clusters Score -1.584611e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65383 members 
Mstep: Class 2 contains 11761 members 
Mstep: Class 3 contains 116933 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47892 members 
Mstep: Class 6 contains 160406 members 
Mstep: Class 7 contains 66947 members 
Mstep: Class 8 contains 15502 members 
Mstep: Class 9 contains 8798 members 
Mstep: Class 10 contains 37298 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 192870 members 
Mstep: Class 13 contains 128739 members 
Mstep: Class 14 contains 23298 members 
Mstep: Class 15 contains 9794 members 
Mstep: Class 16 contains 9846 members 
Mstep: Class 17 contains 11939 members 
Mstep: Class 18 contains 31274 members 
Mstep: Class 19 contains 11164 members 
Mstep: Class 20 contains 26666 members 
Mstep: Class 21 contains 230825 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 56077 members 
Mstep: Class 24 contains 16193 members 
Mstep: Class 25 contains 6136 members 
Mstep: Class 26 contains 31602 members 
Mstep: Class 27 contains 1200 members 
Mstep: Class 28 contains 11975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461184.000000 Penalty: 97929.023438
Iteration 157Q: 29 clusters Score -1.584612e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65383 members 
Mstep: Class 2 contains 11759 members 
Mstep: Class 3 contains 116898 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47907 members 
Mstep: Class 6 contains 160403 members 
Mstep: Class 7 contains 66954 members 
Mstep: Class 8 contains 15495 members 
Mstep: Class 9 contains 8803 members 
Mstep: Class 10 contains 37305 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 192892 members 
Mstep: Class 13 contains 128729 members 
Mstep: Class 14 contains 23302 members 
Mstep: Class 15 contains 9779 members 
Mstep: Class 16 contains 9845 members 
Mstep: Class 17 contains 11924 members 
Mstep: Class 18 contains 31277 members 
Mstep: Class 19 contains 11164 members 
Mstep: Class 20 contains 26663 members 
Mstep: Class 21 contains 230856 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 55980 members 
Mstep: Class 24 contains 16196 members 
Mstep: Class 25 contains 6140 members 
Mstep: Class 26 contains 31607 members 
Mstep: Class 27 contains 1200 members 
Mstep: Class 28 contains 12057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460992.000000 Penalty: 97929.023438
Iteration 158Q: 29 clusters Score -1.58461e+08 nChanged 312
Entering ConstructFrom: 
Score: -158460992.000000 Penalty: 97929.023438
Entering ConstructFrom: 
Trying to split cluster 1 (65386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65386 members 
Entering Unmasked Estep 
Score: -8007718.500000 Penalty: 2749.839600
	Iteration 0F: 2 clusters Score -8007718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -7963876.000000 Penalty: 5499.679199
	Iteration 0F: 3 clusters Score -7963876 nChanged 30465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -7980757.500000 Penalty: 5499.679199
	Iteration 1F: 3 clusters Score -7980758 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -7981276.000000 Penalty: 5499.679199
	Iteration 2Q: 3 clusters Score -7981276 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -7981781.500000 Penalty: 5499.679199
	Iteration 3Q: 3 clusters Score -7981782 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -7982266.500000 Penalty: 5499.679199
	Iteration 4Q: 3 clusters Score -7982266 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -7982731.500000 Penalty: 5499.679199
	Iteration 5Q: 3 clusters Score -7982732 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -7983302.000000 Penalty: 5499.679199
	Iteration 6Q: 3 clusters Score -7983302 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -7984053.500000 Penalty: 5499.679199
	Iteration 7Q: 3 clusters Score -7984054 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -7985196.500000 Penalty: 5499.679199
	Iteration 8Q: 3 clusters Score -7985196 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -7986790.000000 Penalty: 5499.679199
	Iteration 9F: 3 clusters Score -7986790 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -7989247.500000 Penalty: 5499.679199
	Iteration 10F: 3 clusters Score -7989248 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -7992422.000000 Penalty: 5499.679199
	Iteration 11F: 3 clusters Score -7992422 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -7995717.000000 Penalty: 5499.679199
	Iteration 12F: 3 clusters Score -7995717 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -7998662.500000 Penalty: 5499.679199
	Iteration 13F: 3 clusters Score -7998662 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -8001194.500000 Penalty: 5499.679199
	Iteration 14Q: 3 clusters Score -8001194 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60974 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -8002900.500000 Penalty: 5499.679199
	Iteration 15Q: 3 clusters Score -8002900 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62360 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -8003853.500000 Penalty: 5499.679199
	Iteration 16Q: 3 clusters Score -8003854 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63233 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -8004529.000000 Penalty: 5499.679199
	Iteration 17Q: 3 clusters Score -8004529 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63769 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -8004924.000000 Penalty: 5499.679199
	Iteration 18Q: 3 clusters Score -8004924 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64088 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -8005159.500000 Penalty: 5499.679199
	Iteration 19Q: 3 clusters Score -8005160 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64288 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8005279.500000 Penalty: 5499.679199
	Iteration 20F: 3 clusters Score -8005280 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64408 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -8005380.500000 Penalty: 5499.679199
	Iteration 21Q: 3 clusters Score -8005380 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64488 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8005454.000000 Penalty: 5499.679199
	Iteration 22Q: 3 clusters Score -8005454 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64536 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8005473.000000 Penalty: 5499.679199
	Iteration 23Q: 3 clusters Score -8005473 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64563 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8005494.500000 Penalty: 5499.679199
	Iteration 24Q: 3 clusters Score -8005494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64581 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8005510.500000 Penalty: 5499.679199
	Iteration 25Q: 3 clusters Score -8005510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64590 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8005518.000000 Penalty: 5499.679199
	Iteration 26Q: 3 clusters Score -8005518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64600 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8005527.500000 Penalty: 5499.679199
	Iteration 27Q: 3 clusters Score -8005528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64605 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8005518.500000 Penalty: 5499.679199
	Iteration 28Q: 3 clusters Score -8005518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64609 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8005530.000000 Penalty: 5499.679199
	Iteration 29Q: 3 clusters Score -8005530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64612 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8005533.500000 Penalty: 5499.679199
	Iteration 30Q: 3 clusters Score -8005534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8005544.500000 Penalty: 5499.679199
	Iteration 31Q: 3 clusters Score -8005544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64621 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8005539.500000 Penalty: 5499.679199
	Iteration 32Q: 3 clusters Score -8005540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64626 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8005547.000000 Penalty: 5499.679199
	Iteration 33Q: 3 clusters Score -8005547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64632 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8005546.000000 Penalty: 5499.679199
	Iteration 34Q: 3 clusters Score -8005546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8005547.500000 Penalty: 5499.679199
	Iteration 35Q: 3 clusters Score -8005548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64642 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8005548.500000 Penalty: 5499.679199
	Iteration 36Q: 3 clusters Score -8005548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64647 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -8005551.000000 Penalty: 5499.679199
	Iteration 37Q: 3 clusters Score -8005551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64653 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8005547.500000 Penalty: 5499.679199
	Iteration 38Q: 3 clusters Score -8005548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64655 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8005549.000000 Penalty: 5499.679199
	Iteration 39Q: 3 clusters Score -8005549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64656 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8005545.000000 Penalty: 5499.679199
	Iteration 40F: 3 clusters Score -8005545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64657 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8005546.500000 Penalty: 5499.679199
	Iteration 41Q: 3 clusters Score -8005546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64663 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8005551.000000 Penalty: 5499.679199
	Iteration 42Q: 3 clusters Score -8005551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64668 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8005555.000000 Penalty: 5499.679199
	Iteration 43Q: 3 clusters Score -8005555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64671 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8005557.500000 Penalty: 5499.679199
	Iteration 44Q: 3 clusters Score -8005558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64675 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8005553.500000 Penalty: 5499.679199
	Iteration 45Q: 3 clusters Score -8005554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64679 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8005555.000000 Penalty: 5499.679199
	Iteration 46Q: 3 clusters Score -8005555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64682 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8005557.500000 Penalty: 5499.679199
	Iteration 47Q: 3 clusters Score -8005558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64682 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8005562.500000 Penalty: 5499.679199
	Iteration 48Q: 3 clusters Score -8005562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64682 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8005562.500000 Penalty: 5499.679199
	Iteration 49F: 3 clusters Score -8005562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Entering Unmasked Estep 
Score: -1454319.375000 Penalty: 2324.306641
	Iteration 0F: 2 clusters Score -1454319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1445472.625000 Penalty: 4648.613281
	Iteration 0F: 3 clusters Score -1445473 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1448167.500000 Penalty: 4648.613281
	Iteration 1F: 3 clusters Score -1448168 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1448550.000000 Penalty: 4648.613281
	Iteration 2F: 3 clusters Score -1448550 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1448864.500000 Penalty: 4648.613281
	Iteration 3F: 3 clusters Score -1448864 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1449122.375000 Penalty: 4648.613281
	Iteration 4Q: 3 clusters Score -1449122 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1449371.875000 Penalty: 4648.613281
	Iteration 5Q: 3 clusters Score -1449372 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1449631.125000 Penalty: 4648.613281
	Iteration 6Q: 3 clusters Score -1449631 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1449879.125000 Penalty: 4648.613281
	Iteration 7Q: 3 clusters Score -1449879 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1450111.875000 Penalty: 4648.613281
	Iteration 8Q: 3 clusters Score -1450112 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1450368.000000 Penalty: 4648.613281
	Iteration 9Q: 3 clusters Score -1450368 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1450612.875000 Penalty: 4648.613281
	Iteration 10Q: 3 clusters Score -1450613 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1450880.875000 Penalty: 4648.613281
	Iteration 11Q: 3 clusters Score -1450881 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1451118.625000 Penalty: 4648.613281
	Iteration 12Q: 3 clusters Score -1451119 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1451371.625000 Penalty: 4648.613281
	Iteration 13Q: 3 clusters Score -1451372 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1451573.750000 Penalty: 4648.613281
	Iteration 14Q: 3 clusters Score -1451574 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1451736.000000 Penalty: 4648.613281
	Iteration 15Q: 3 clusters Score -1451736 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1451862.750000 Penalty: 4648.613281
	Iteration 16Q: 3 clusters Score -1451863 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1451943.500000 Penalty: 4648.613281
	Iteration 17Q: 3 clusters Score -1451944 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1451987.500000 Penalty: 4648.613281
	Iteration 18Q: 3 clusters Score -1451988 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1452015.250000 Penalty: 4648.613281
	Iteration 19Q: 3 clusters Score -1452015 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1452034.000000 Penalty: 4648.613281
	Iteration 20F: 3 clusters Score -1452034 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1452049.375000 Penalty: 4648.613281
	Iteration 21Q: 3 clusters Score -1452049 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1452063.375000 Penalty: 4648.613281
	Iteration 22Q: 3 clusters Score -1452063 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1452074.625000 Penalty: 4648.613281
	Iteration 23Q: 3 clusters Score -1452075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1452087.625000 Penalty: 4648.613281
	Iteration 24Q: 3 clusters Score -1452088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1452094.500000 Penalty: 4648.613281
	Iteration 25Q: 3 clusters Score -1452094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1452097.750000 Penalty: 4648.613281
	Iteration 26Q: 3 clusters Score -1452098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1452104.000000 Penalty: 4648.613281
	Iteration 27Q: 3 clusters Score -1452104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1452114.375000 Penalty: 4648.613281
	Iteration 28Q: 3 clusters Score -1452114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1452119.625000 Penalty: 4648.613281
	Iteration 29Q: 3 clusters Score -1452120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1452125.000000 Penalty: 4648.613281
	Iteration 30Q: 3 clusters Score -1452125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1452134.125000 Penalty: 4648.613281
	Iteration 31Q: 3 clusters Score -1452134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1452144.875000 Penalty: 4648.613281
	Iteration 32Q: 3 clusters Score -1452145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1452156.000000 Penalty: 4648.613281
	Iteration 33Q: 3 clusters Score -1452156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1452161.625000 Penalty: 4648.613281
	Iteration 34Q: 3 clusters Score -1452162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1452164.375000 Penalty: 4648.613281
	Iteration 35Q: 3 clusters Score -1452164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1452170.875000 Penalty: 4648.613281
	Iteration 36Q: 3 clusters Score -1452171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1452173.750000 Penalty: 4648.613281
	Iteration 37Q: 3 clusters Score -1452174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1452178.750000 Penalty: 4648.613281
	Iteration 38Q: 3 clusters Score -1452179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1452179.000000 Penalty: 4648.613281
	Iteration 39Q: 3 clusters Score -1452179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1452182.000000 Penalty: 4648.613281
	Iteration 40F: 3 clusters Score -1452182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1452185.875000 Penalty: 4648.613281
	Iteration 41Q: 3 clusters Score -1452186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1452189.375000 Penalty: 4648.613281
	Iteration 42Q: 3 clusters Score -1452189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1452192.250000 Penalty: 4648.613281
	Iteration 43Q: 3 clusters Score -1452192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1452192.000000 Penalty: 4648.613281
	Iteration 44Q: 3 clusters Score -1452192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1452193.750000 Penalty: 4648.613281
	Iteration 45Q: 3 clusters Score -1452194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1452191.500000 Penalty: 4648.613281
	Iteration 46Q: 3 clusters Score -1452192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1452191.500000 Penalty: 4648.613281
	Iteration 47F: 3 clusters Score -1452192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (116881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116881 members 
Entering Unmasked Estep 
Score: -14268656.000000 Penalty: 2893.890137
	Iteration 0F: 2 clusters Score -1.426866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 58206 members 
Entering Unmasked Estep 
Score: -14190601.000000 Penalty: 5787.780273
	Iteration 0F: 3 clusters Score -1.41906e+07 nChanged 55803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61090 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -14223222.000000 Penalty: 5787.780273
	Iteration 1F: 3 clusters Score -1.422322e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 54301 members 
Entering Unmasked Estep 
Score: -14224827.000000 Penalty: 5787.780273
	Iteration 2Q: 3 clusters Score -1.422483e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65066 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -14226869.000000 Penalty: 5787.780273
	Iteration 3Q: 3 clusters Score -1.422687e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68803 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -14229962.000000 Penalty: 5787.780273
	Iteration 4F: 3 clusters Score -1.422996e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74204 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -14234222.000000 Penalty: 5787.780273
	Iteration 5F: 3 clusters Score -1.423422e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81263 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -14240216.000000 Penalty: 5787.780273
	Iteration 6F: 3 clusters Score -1.424022e+07 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89082 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -14247093.000000 Penalty: 5787.780273
	Iteration 7F: 3 clusters Score -1.424709e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96186 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -14253455.000000 Penalty: 5787.780273
	Iteration 8F: 3 clusters Score -1.425346e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101775 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -14258680.000000 Penalty: 5787.780273
	Iteration 9F: 3 clusters Score -1.425868e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105675 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -14262625.000000 Penalty: 5787.780273
	Iteration 10Q: 3 clusters Score -1.426262e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108008 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -14265189.000000 Penalty: 5787.780273
	Iteration 11Q: 3 clusters Score -1.426519e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109269 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -14266615.000000 Penalty: 5787.780273
	Iteration 12Q: 3 clusters Score -1.426662e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109988 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -14267349.000000 Penalty: 5787.780273
	Iteration 13Q: 3 clusters Score -1.426735e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110480 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -14267633.000000 Penalty: 5787.780273
	Iteration 14Q: 3 clusters Score -1.426763e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110843 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -14267805.000000 Penalty: 5787.780273
	Iteration 15Q: 3 clusters Score -1.42678e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111103 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -14267893.000000 Penalty: 5787.780273
	Iteration 16Q: 3 clusters Score -1.426789e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111301 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -14267929.000000 Penalty: 5787.780273
	Iteration 17Q: 3 clusters Score -1.426793e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111459 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -14267990.000000 Penalty: 5787.780273
	Iteration 18Q: 3 clusters Score -1.426799e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111568 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -14268011.000000 Penalty: 5787.780273
	Iteration 19Q: 3 clusters Score -1.426801e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111657 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -14268020.000000 Penalty: 5787.780273
	Iteration 20F: 3 clusters Score -1.426802e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111730 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -14268026.000000 Penalty: 5787.780273
	Iteration 21Q: 3 clusters Score -1.426803e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111785 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -14268025.000000 Penalty: 5787.780273
	Iteration 22Q: 3 clusters Score -1.426802e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111840 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -14268049.000000 Penalty: 5787.780273
	Iteration 23Q: 3 clusters Score -1.426805e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111883 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -14268065.000000 Penalty: 5787.780273
	Iteration 24Q: 3 clusters Score -1.426806e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111919 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -14268036.000000 Penalty: 5787.780273
	Iteration 25Q: 3 clusters Score -1.426804e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111952 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -14268046.000000 Penalty: 5787.780273
	Iteration 26Q: 3 clusters Score -1.426805e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111976 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -14268058.000000 Penalty: 5787.780273
	Iteration 27Q: 3 clusters Score -1.426806e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111995 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -14268046.000000 Penalty: 5787.780273
	Iteration 28Q: 3 clusters Score -1.426805e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112005 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -14268056.000000 Penalty: 5787.780273
	Iteration 29Q: 3 clusters Score -1.426806e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112015 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -14268063.000000 Penalty: 5787.780273
	Iteration 30Q: 3 clusters Score -1.426806e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112027 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -14268062.000000 Penalty: 5787.780273
	Iteration 31Q: 3 clusters Score -1.426806e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112041 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -14268072.000000 Penalty: 5787.780273
	Iteration 32Q: 3 clusters Score -1.426807e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112048 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -14268072.000000 Penalty: 5787.780273
	Iteration 33Q: 3 clusters Score -1.426807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112051 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -14268074.000000 Penalty: 5787.780273
	Iteration 34Q: 3 clusters Score -1.426807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112056 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -14268072.000000 Penalty: 5787.780273
	Iteration 35Q: 3 clusters Score -1.426807e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112065 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -14268065.000000 Penalty: 5787.780273
	Iteration 36Q: 3 clusters Score -1.426806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112072 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -14268073.000000 Penalty: 5787.780273
	Iteration 37Q: 3 clusters Score -1.426807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112077 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -14268071.000000 Penalty: 5787.780273
	Iteration 38Q: 3 clusters Score -1.426807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112079 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -14268070.000000 Penalty: 5787.780273
	Iteration 39Q: 3 clusters Score -1.426807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112080 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -14268071.000000 Penalty: 5787.780273
	Iteration 40F: 3 clusters Score -1.426807e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -50880.492188 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -50880.49 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 245 members 
Entering Unmasked Estep 
Score: -49404.781250 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -49404.78 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -49736.523438 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -49736.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50015.839844 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -50015.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -50297.660156 Penalty: 3078.461670
	Iteration 3F: 3 clusters Score -50297.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -50473.195312 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -50473.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -50691.246094 Penalty: 3078.461670
	Iteration 5F: 3 clusters Score -50691.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -50897.265625 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -50897.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -50997.511719 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -50997.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -51100.207031 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -51100.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51202.710938 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -51202.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -51275.234375 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -51275.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -51360.019531 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -51360.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51365.335938 Penalty: 3078.461670
	Iteration 12Q: 3 clusters Score -51365.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51365.335938 Penalty: 3078.461670
	Iteration 13F: 3 clusters Score -51365.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65386 members 
Mstep: Class 2 contains 11757 members 
Mstep: Class 3 contains 116881 members 
Mstep: Class 4 contains 165 members 
Mstep: Class 5 contains 47918 members 
Mstep: Class 6 contains 160398 members 
Mstep: Class 7 contains 66961 members 
Mstep: Class 8 contains 15489 members 
Mstep: Class 9 contains 8803 members 
Mstep: Class 10 contains 37304 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 192913 members 
Mstep: Class 13 contains 128720 members 
Mstep: Class 14 contains 23304 members 
Mstep: Class 15 contains 9777 members 
Mstep: Class 16 contains 9844 members 
Mstep: Class 17 contains 11912 members 
Mstep: Class 18 contains 31278 members 
Mstep: Class 19 contains 11160 members 
Mstep: Class 20 contains 26667 members 
Mstep: Class 21 contains 230893 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 55890 members 
Mstep: Class 24 contains 16203 members 
Mstep: Class 25 contains 6146 members 
Mstep: Class 26 contains 31605 members 
Mstep: Class 27 contains 1200 members 
Mstep: Class 28 contains 12109 members 
Mstep: Class 29 contains 331 members 
Entering Unmasked Estep 
Score: -158459696.000000 Penalty: 101426.492188
Splitting cluster 4 changes total score from -158460992.000000 to -158459696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (47918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Entering Unmasked Estep 
Score: -5453445.500000 Penalty: 2672.757080
	Iteration 0F: 2 clusters Score -5453446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -5421305.000000 Penalty: 5345.514160
	Iteration 0F: 3 clusters Score -5421305 nChanged 21963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -5433576.500000 Penalty: 5345.514160
	Iteration 1F: 3 clusters Score -5433576 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -5434531.500000 Penalty: 5345.514160
	Iteration 2Q: 3 clusters Score -5434532 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -5435499.000000 Penalty: 5345.514160
	Iteration 3Q: 3 clusters Score -5435499 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -5436617.500000 Penalty: 5345.514160
	Iteration 4F: 3 clusters Score -5436618 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -5437698.500000 Penalty: 5345.514160
	Iteration 5F: 3 clusters Score -5437698 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -5438717.500000 Penalty: 5345.514160
	Iteration 6Q: 3 clusters Score -5438718 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -5439752.500000 Penalty: 5345.514160
	Iteration 7Q: 3 clusters Score -5439752 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -5440784.500000 Penalty: 5345.514160
	Iteration 8Q: 3 clusters Score -5440784 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -5441789.000000 Penalty: 5345.514160
	Iteration 9Q: 3 clusters Score -5441789 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -5442769.000000 Penalty: 5345.514160
	Iteration 10Q: 3 clusters Score -5442769 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -5443678.500000 Penalty: 5345.514160
	Iteration 11Q: 3 clusters Score -5443678 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -5444334.500000 Penalty: 5345.514160
	Iteration 12Q: 3 clusters Score -5444334 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -5444753.500000 Penalty: 5345.514160
	Iteration 13Q: 3 clusters Score -5444754 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -5445021.000000 Penalty: 5345.514160
	Iteration 14Q: 3 clusters Score -5445021 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -5445211.500000 Penalty: 5345.514160
	Iteration 15Q: 3 clusters Score -5445212 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -5445369.500000 Penalty: 5345.514160
	Iteration 16Q: 3 clusters Score -5445370 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -5445478.000000 Penalty: 5345.514160
	Iteration 17Q: 3 clusters Score -5445478 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -5445595.000000 Penalty: 5345.514160
	Iteration 18Q: 3 clusters Score -5445595 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -5445743.500000 Penalty: 5345.514160
	Iteration 19Q: 3 clusters Score -5445744 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -5445881.500000 Penalty: 5345.514160
	Iteration 20F: 3 clusters Score -5445882 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -5446032.000000 Penalty: 5345.514160
	Iteration 21Q: 3 clusters Score -5446032 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -5446193.000000 Penalty: 5345.514160
	Iteration 22Q: 3 clusters Score -5446193 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -5446389.500000 Penalty: 5345.514160
	Iteration 23Q: 3 clusters Score -5446390 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -5446564.000000 Penalty: 5345.514160
	Iteration 24Q: 3 clusters Score -5446564 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -5446762.500000 Penalty: 5345.514160
	Iteration 25Q: 3 clusters Score -5446762 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -5446973.500000 Penalty: 5345.514160
	Iteration 26Q: 3 clusters Score -5446974 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -5447188.000000 Penalty: 5345.514160
	Iteration 27Q: 3 clusters Score -5447188 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -5447391.000000 Penalty: 5345.514160
	Iteration 28Q: 3 clusters Score -5447391 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -5447590.500000 Penalty: 5345.514160
	Iteration 29Q: 3 clusters Score -5447590 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -5447764.500000 Penalty: 5345.514160
	Iteration 30Q: 3 clusters Score -5447764 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -5447925.000000 Penalty: 5345.514160
	Iteration 31Q: 3 clusters Score -5447925 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -5448124.500000 Penalty: 5345.514160
	Iteration 32Q: 3 clusters Score -5448124 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -5448328.000000 Penalty: 5345.514160
	Iteration 33Q: 3 clusters Score -5448328 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -5448527.000000 Penalty: 5345.514160
	Iteration 34Q: 3 clusters Score -5448527 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -5448714.500000 Penalty: 5345.514160
	Iteration 35Q: 3 clusters Score -5448714 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -5448895.500000 Penalty: 5345.514160
	Iteration 36Q: 3 clusters Score -5448896 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -5449106.000000 Penalty: 5345.514160
	Iteration 37Q: 3 clusters Score -5449106 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -5449245.000000 Penalty: 5345.514160
	Iteration 38Q: 3 clusters Score -5449245 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -5449430.500000 Penalty: 5345.514160
	Iteration 39Q: 3 clusters Score -5449430 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -5449591.500000 Penalty: 5345.514160
	Iteration 40F: 3 clusters Score -5449592 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -5449770.500000 Penalty: 5345.514160
	Iteration 41Q: 3 clusters Score -5449770 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -5449959.000000 Penalty: 5345.514160
	Iteration 42Q: 3 clusters Score -5449959 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -5450200.000000 Penalty: 5345.514160
	Iteration 43Q: 3 clusters Score -5450200 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -5450372.500000 Penalty: 5345.514160
	Iteration 44Q: 3 clusters Score -5450372 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -5450585.500000 Penalty: 5345.514160
	Iteration 45Q: 3 clusters Score -5450586 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -5450734.500000 Penalty: 5345.514160
	Iteration 46Q: 3 clusters Score -5450734 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -5450897.500000 Penalty: 5345.514160
	Iteration 47Q: 3 clusters Score -5450898 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -5451068.500000 Penalty: 5345.514160
	Iteration 48Q: 3 clusters Score -5451068 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -5451212.000000 Penalty: 5345.514160
	Iteration 49Q: 3 clusters Score -5451212 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -5451320.500000 Penalty: 5345.514160
	Iteration 50Q: 3 clusters Score -5451320 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -5451440.500000 Penalty: 5345.514160
	Iteration 51Q: 3 clusters Score -5451440 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -5451540.500000 Penalty: 5345.514160
	Iteration 52Q: 3 clusters Score -5451540 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -5451591.500000 Penalty: 5345.514160
	Iteration 53Q: 3 clusters Score -5451592 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -5451642.500000 Penalty: 5345.514160
	Iteration 54Q: 3 clusters Score -5451642 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -5451682.500000 Penalty: 5345.514160
	Iteration 55Q: 3 clusters Score -5451682 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -5451705.000000 Penalty: 5345.514160
	Iteration 56Q: 3 clusters Score -5451705 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -5451778.500000 Penalty: 5345.514160
	Iteration 57Q: 3 clusters Score -5451778 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5451811.000000 Penalty: 5345.514160
	Iteration 58Q: 3 clusters Score -5451811 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -5451823.500000 Penalty: 5345.514160
	Iteration 59Q: 3 clusters Score -5451824 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -5451852.500000 Penalty: 5345.514160
	Iteration 60F: 3 clusters Score -5451852 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -5451860.500000 Penalty: 5345.514160
	Iteration 61Q: 3 clusters Score -5451860 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -5451869.000000 Penalty: 5345.514160
	Iteration 62Q: 3 clusters Score -5451869 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -5451883.500000 Penalty: 5345.514160
	Iteration 63Q: 3 clusters Score -5451884 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -5451918.500000 Penalty: 5345.514160
	Iteration 64Q: 3 clusters Score -5451918 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -5451950.000000 Penalty: 5345.514160
	Iteration 65Q: 3 clusters Score -5451950 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -5451991.500000 Penalty: 5345.514160
	Iteration 66Q: 3 clusters Score -5451992 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -5452029.500000 Penalty: 5345.514160
	Iteration 67Q: 3 clusters Score -5452030 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -5452062.000000 Penalty: 5345.514160
	Iteration 68Q: 3 clusters Score -5452062 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -5452078.500000 Penalty: 5345.514160
	Iteration 69Q: 3 clusters Score -5452078 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -5452104.500000 Penalty: 5345.514160
	Iteration 70Q: 3 clusters Score -5452104 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -5452154.000000 Penalty: 5345.514160
	Iteration 71Q: 3 clusters Score -5452154 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5452198.500000 Penalty: 5345.514160
	Iteration 72Q: 3 clusters Score -5452198 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -5452285.000000 Penalty: 5345.514160
	Iteration 73Q: 3 clusters Score -5452285 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -5452350.500000 Penalty: 5345.514160
	Iteration 74Q: 3 clusters Score -5452350 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -5452425.000000 Penalty: 5345.514160
	Iteration 75Q: 3 clusters Score -5452425 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -5452464.500000 Penalty: 5345.514160
	Iteration 76Q: 3 clusters Score -5452464 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5452517.000000 Penalty: 5345.514160
	Iteration 77Q: 3 clusters Score -5452517 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -5452564.000000 Penalty: 5345.514160
	Iteration 78Q: 3 clusters Score -5452564 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -5452594.500000 Penalty: 5345.514160
	Iteration 79Q: 3 clusters Score -5452594 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -5452630.000000 Penalty: 5345.514160
	Iteration 80F: 3 clusters Score -5452630 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5452639.000000 Penalty: 5345.514160
	Iteration 81Q: 3 clusters Score -5452639 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5452651.000000 Penalty: 5345.514160
	Iteration 82Q: 3 clusters Score -5452651 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -5452652.000000 Penalty: 5345.514160
	Iteration 83Q: 3 clusters Score -5452652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5452665.500000 Penalty: 5345.514160
	Iteration 84Q: 3 clusters Score -5452666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5452658.000000 Penalty: 5345.514160
	Iteration 85Q: 3 clusters Score -5452658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -5452671.500000 Penalty: 5345.514160
	Iteration 86Q: 3 clusters Score -5452672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -5452668.500000 Penalty: 5345.514160
	Iteration 87Q: 3 clusters Score -5452668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -5452680.500000 Penalty: 5345.514160
	Iteration 88Q: 3 clusters Score -5452680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -5452680.000000 Penalty: 5345.514160
	Iteration 89Q: 3 clusters Score -5452680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -5452681.500000 Penalty: 5345.514160
	Iteration 90Q: 3 clusters Score -5452682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5452679.000000 Penalty: 5345.514160
	Iteration 91Q: 3 clusters Score -5452679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5452675.500000 Penalty: 5345.514160
	Iteration 92Q: 3 clusters Score -5452676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -5452677.500000 Penalty: 5345.514160
	Iteration 93Q: 3 clusters Score -5452678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -5452678.000000 Penalty: 5345.514160
	Iteration 94Q: 3 clusters Score -5452678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5452679.000000 Penalty: 5345.514160
	Iteration 95Q: 3 clusters Score -5452679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5452680.000000 Penalty: 5345.514160
	Iteration 96Q: 3 clusters Score -5452680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5452680.000000 Penalty: 5345.514160
	Iteration 97Q: 3 clusters Score -5452680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5452680.000000 Penalty: 5345.514160
	Iteration 98F: 3 clusters Score -5452680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (160398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160398 members 
Entering Unmasked Estep 
Score: -19446638.000000 Penalty: 2972.382568
	Iteration 0F: 2 clusters Score -1.944664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80074 members 
Mstep: Class 2 contains 80324 members 
Entering Unmasked Estep 
Score: -19339264.000000 Penalty: 5944.765137
	Iteration 0F: 3 clusters Score -1.933926e+07 nChanged 76795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77415 members 
Mstep: Class 2 contains 82983 members 
Entering Unmasked Estep 
Score: -19383572.000000 Penalty: 5944.765137
	Iteration 1F: 3 clusters Score -1.938357e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75688 members 
Mstep: Class 2 contains 84710 members 
Entering Unmasked Estep 
Score: -19384420.000000 Penalty: 5944.765137
	Iteration 2Q: 3 clusters Score -1.938442e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72962 members 
Mstep: Class 2 contains 87436 members 
Entering Unmasked Estep 
Score: -19385492.000000 Penalty: 5944.765137
	Iteration 3Q: 3 clusters Score -1.938549e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68867 members 
Mstep: Class 2 contains 91531 members 
Entering Unmasked Estep 
Score: -19387056.000000 Penalty: 5944.765137
	Iteration 4Q: 3 clusters Score -1.938706e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62813 members 
Mstep: Class 2 contains 97585 members 
Entering Unmasked Estep 
Score: -19389638.000000 Penalty: 5944.765137
	Iteration 5Q: 3 clusters Score -1.938964e+07 nChanged 9213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 106576 members 
Entering Unmasked Estep 
Score: -19394776.000000 Penalty: 5944.765137
	Iteration 6F: 3 clusters Score -1.939478e+07 nChanged 12488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 118996 members 
Entering Unmasked Estep 
Score: -19404026.000000 Penalty: 5944.765137
	Iteration 7F: 3 clusters Score -1.940403e+07 nChanged 15002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 133974 members 
Entering Unmasked Estep 
Score: -19417578.000000 Penalty: 5944.765137
	Iteration 8F: 3 clusters Score -1.941758e+07 nChanged 13853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 147817 members 
Entering Unmasked Estep 
Score: -19431930.000000 Penalty: 5944.765137
	Iteration 9F: 3 clusters Score -1.943193e+07 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 156048 members 
Entering Unmasked Estep 
Score: -19440026.000000 Penalty: 5944.765137
	Iteration 10F: 3 clusters Score -1.944003e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 159011 members 
Entering Unmasked Estep 
Score: -19442790.000000 Penalty: 5944.765137
	Iteration 11Q: 3 clusters Score -1.944279e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 159812 members 
Entering Unmasked Estep 
Score: -19443522.000000 Penalty: 5944.765137
	Iteration 12Q: 3 clusters Score -1.944352e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 160015 members 
Entering Unmasked Estep 
Score: -19443768.000000 Penalty: 5944.765137
	Iteration 13Q: 3 clusters Score -1.944377e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 160090 members 
Entering Unmasked Estep 
Score: -19443890.000000 Penalty: 5944.765137
	Iteration 14Q: 3 clusters Score -1.944389e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 160109 members 
Entering Unmasked Estep 
Score: -19443936.000000 Penalty: 5944.765137
	Iteration 15Q: 3 clusters Score -1.944394e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 160119 members 
Entering Unmasked Estep 
Score: -19443972.000000 Penalty: 5944.765137
	Iteration 16Q: 3 clusters Score -1.944397e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 160126 members 
Entering Unmasked Estep 
Score: -19443984.000000 Penalty: 5944.765137
	Iteration 17Q: 3 clusters Score -1.944398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 160132 members 
Entering Unmasked Estep 
Score: -19443996.000000 Penalty: 5944.765137
	Iteration 18Q: 3 clusters Score -1.9444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 160133 members 
Entering Unmasked Estep 
Score: -19444016.000000 Penalty: 5944.765137
	Iteration 19Q: 3 clusters Score -1.944402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 160135 members 
Entering Unmasked Estep 
Score: -19444022.000000 Penalty: 5944.765137
	Iteration 20F: 3 clusters Score -1.944402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 160133 members 
Entering Unmasked Estep 
Score: -19444024.000000 Penalty: 5944.765137
	Iteration 21Q: 3 clusters Score -1.944402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 160133 members 
Entering Unmasked Estep 
Score: -19444024.000000 Penalty: 5944.765137
	Iteration 22Q: 3 clusters Score -1.944402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 160132 members 
Entering Unmasked Estep 
Score: -19444022.000000 Penalty: 5944.765137
	Iteration 23Q: 3 clusters Score -1.944402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 160132 members 
Entering Unmasked Estep 
Score: -19444022.000000 Penalty: 5944.765137
	Iteration 24F: 3 clusters Score -1.944402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (66961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66961 members 
Entering Unmasked Estep 
Score: -8216868.500000 Penalty: 2755.742676
	Iteration 0F: 2 clusters Score -8216868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -8171921.000000 Penalty: 5511.485352
	Iteration 0F: 3 clusters Score -8171921 nChanged 31232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -8189561.000000 Penalty: 5511.485352
	Iteration 1F: 3 clusters Score -8189561 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -8190239.000000 Penalty: 5511.485352
	Iteration 2Q: 3 clusters Score -8190239 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -8190986.500000 Penalty: 5511.485352
	Iteration 3Q: 3 clusters Score -8190986 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -8191695.500000 Penalty: 5511.485352
	Iteration 4Q: 3 clusters Score -8191696 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -8192504.000000 Penalty: 5511.485352
	Iteration 5Q: 3 clusters Score -8192504 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -8193678.500000 Penalty: 5511.485352
	Iteration 6Q: 3 clusters Score -8193678 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -8195235.000000 Penalty: 5511.485352
	Iteration 7Q: 3 clusters Score -8195235 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -8197561.000000 Penalty: 5511.485352
	Iteration 8F: 3 clusters Score -8197561 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49280 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -8200543.000000 Penalty: 5511.485352
	Iteration 9F: 3 clusters Score -8200543 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53496 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -8204081.000000 Penalty: 5511.485352
	Iteration 10F: 3 clusters Score -8204081 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57513 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -8207505.500000 Penalty: 5511.485352
	Iteration 11F: 3 clusters Score -8207506 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60788 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -8210225.500000 Penalty: 5511.485352
	Iteration 12Q: 3 clusters Score -8210226 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63008 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -8211903.000000 Penalty: 5511.485352
	Iteration 13Q: 3 clusters Score -8211903 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64381 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -8212923.000000 Penalty: 5511.485352
	Iteration 14Q: 3 clusters Score -8212923 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8213482.500000 Penalty: 5511.485352
	Iteration 15Q: 3 clusters Score -8213482 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65672 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -8213862.000000 Penalty: 5511.485352
	Iteration 16Q: 3 clusters Score -8213862 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65972 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8214083.000000 Penalty: 5511.485352
	Iteration 17Q: 3 clusters Score -8214083 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66148 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8214251.500000 Penalty: 5511.485352
	Iteration 18Q: 3 clusters Score -8214252 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66239 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8214330.000000 Penalty: 5511.485352
	Iteration 19Q: 3 clusters Score -8214330 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66296 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8214389.000000 Penalty: 5511.485352
	Iteration 20F: 3 clusters Score -8214389 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66351 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8214451.000000 Penalty: 5511.485352
	Iteration 21Q: 3 clusters Score -8214451 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8214469.000000 Penalty: 5511.485352
	Iteration 22Q: 3 clusters Score -8214469 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66407 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8214482.000000 Penalty: 5511.485352
	Iteration 23Q: 3 clusters Score -8214482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66423 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8214511.000000 Penalty: 5511.485352
	Iteration 24Q: 3 clusters Score -8214511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66435 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8214526.500000 Penalty: 5511.485352
	Iteration 25Q: 3 clusters Score -8214526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66445 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8214547.500000 Penalty: 5511.485352
	Iteration 26Q: 3 clusters Score -8214548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66455 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8214554.000000 Penalty: 5511.485352
	Iteration 27Q: 3 clusters Score -8214554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66464 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8214550.000000 Penalty: 5511.485352
	Iteration 28Q: 3 clusters Score -8214550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66470 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8214564.500000 Penalty: 5511.485352
	Iteration 29Q: 3 clusters Score -8214564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66475 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8214570.500000 Penalty: 5511.485352
	Iteration 30Q: 3 clusters Score -8214570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66475 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8214571.000000 Penalty: 5511.485352
	Iteration 31Q: 3 clusters Score -8214571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66476 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8214577.500000 Penalty: 5511.485352
	Iteration 32Q: 3 clusters Score -8214578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66476 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8214577.500000 Penalty: 5511.485352
	Iteration 33F: 3 clusters Score -8214578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Entering Unmasked Estep 
Score: -1796644.625000 Penalty: 2392.675537
	Iteration 0F: 2 clusters Score -1796645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1785557.000000 Penalty: 4785.351074
	Iteration 0F: 3 clusters Score -1785557 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1789396.750000 Penalty: 4785.351074
	Iteration 1F: 3 clusters Score -1789397 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1789935.875000 Penalty: 4785.351074
	Iteration 2F: 3 clusters Score -1789936 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1790419.625000 Penalty: 4785.351074
	Iteration 3F: 3 clusters Score -1790420 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1790887.625000 Penalty: 4785.351074
	Iteration 4F: 3 clusters Score -1790888 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1791297.375000 Penalty: 4785.351074
	Iteration 5F: 3 clusters Score -1791297 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1791659.375000 Penalty: 4785.351074
	Iteration 6Q: 3 clusters Score -1791659 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1791959.250000 Penalty: 4785.351074
	Iteration 7Q: 3 clusters Score -1791959 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1792236.000000 Penalty: 4785.351074
	Iteration 8Q: 3 clusters Score -1792236 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1792469.000000 Penalty: 4785.351074
	Iteration 9Q: 3 clusters Score -1792469 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1792679.125000 Penalty: 4785.351074
	Iteration 10Q: 3 clusters Score -1792679 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1792903.250000 Penalty: 4785.351074
	Iteration 11Q: 3 clusters Score -1792903 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1793092.625000 Penalty: 4785.351074
	Iteration 12Q: 3 clusters Score -1793093 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1793268.500000 Penalty: 4785.351074
	Iteration 13Q: 3 clusters Score -1793268 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1793436.625000 Penalty: 4785.351074
	Iteration 14Q: 3 clusters Score -1793437 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1793587.000000 Penalty: 4785.351074
	Iteration 15Q: 3 clusters Score -1793587 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1793705.875000 Penalty: 4785.351074
	Iteration 16Q: 3 clusters Score -1793706 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1793789.750000 Penalty: 4785.351074
	Iteration 17Q: 3 clusters Score -1793790 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1793867.625000 Penalty: 4785.351074
	Iteration 18Q: 3 clusters Score -1793868 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1793954.000000 Penalty: 4785.351074
	Iteration 19Q: 3 clusters Score -1793954 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1794043.875000 Penalty: 4785.351074
	Iteration 20F: 3 clusters Score -1794044 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1794115.625000 Penalty: 4785.351074
	Iteration 21Q: 3 clusters Score -1794116 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1794173.500000 Penalty: 4785.351074
	Iteration 22Q: 3 clusters Score -1794174 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1794212.000000 Penalty: 4785.351074
	Iteration 23Q: 3 clusters Score -1794212 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1794249.750000 Penalty: 4785.351074
	Iteration 24Q: 3 clusters Score -1794250 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1794288.375000 Penalty: 4785.351074
	Iteration 25Q: 3 clusters Score -1794288 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1794326.375000 Penalty: 4785.351074
	Iteration 26Q: 3 clusters Score -1794326 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1794353.750000 Penalty: 4785.351074
	Iteration 27Q: 3 clusters Score -1794354 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1794384.125000 Penalty: 4785.351074
	Iteration 28Q: 3 clusters Score -1794384 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1794415.750000 Penalty: 4785.351074
	Iteration 29Q: 3 clusters Score -1794416 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1794429.250000 Penalty: 4785.351074
	Iteration 30Q: 3 clusters Score -1794429 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1794448.500000 Penalty: 4785.351074
	Iteration 31Q: 3 clusters Score -1794448 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1794467.750000 Penalty: 4785.351074
	Iteration 32Q: 3 clusters Score -1794468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1794483.625000 Penalty: 4785.351074
	Iteration 33Q: 3 clusters Score -1794484 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1794515.000000 Penalty: 4785.351074
	Iteration 34Q: 3 clusters Score -1794515 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1794536.500000 Penalty: 4785.351074
	Iteration 35Q: 3 clusters Score -1794536 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1794544.500000 Penalty: 4785.351074
	Iteration 36Q: 3 clusters Score -1794544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1794556.375000 Penalty: 4785.351074
	Iteration 37Q: 3 clusters Score -1794556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1794561.375000 Penalty: 4785.351074
	Iteration 38Q: 3 clusters Score -1794561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1794564.375000 Penalty: 4785.351074
	Iteration 39Q: 3 clusters Score -1794564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1794567.375000 Penalty: 4785.351074
	Iteration 40F: 3 clusters Score -1794567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1794575.375000 Penalty: 4785.351074
	Iteration 41Q: 3 clusters Score -1794575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1794579.750000 Penalty: 4785.351074
	Iteration 42Q: 3 clusters Score -1794580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1794584.125000 Penalty: 4785.351074
	Iteration 43Q: 3 clusters Score -1794584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1794588.625000 Penalty: 4785.351074
	Iteration 44Q: 3 clusters Score -1794589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1794594.125000 Penalty: 4785.351074
	Iteration 45Q: 3 clusters Score -1794594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1794598.875000 Penalty: 4785.351074
	Iteration 46Q: 3 clusters Score -1794599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1794607.500000 Penalty: 4785.351074
	Iteration 47Q: 3 clusters Score -1794608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1794611.000000 Penalty: 4785.351074
	Iteration 48Q: 3 clusters Score -1794611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1794613.875000 Penalty: 4785.351074
	Iteration 49Q: 3 clusters Score -1794614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1794618.125000 Penalty: 4785.351074
	Iteration 50Q: 3 clusters Score -1794618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1794624.125000 Penalty: 4785.351074
	Iteration 51Q: 3 clusters Score -1794624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1794625.125000 Penalty: 4785.351074
	Iteration 52Q: 3 clusters Score -1794625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1794629.000000 Penalty: 4785.351074
	Iteration 53Q: 3 clusters Score -1794629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1794631.750000 Penalty: 4785.351074
	Iteration 54Q: 3 clusters Score -1794632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1794631.750000 Penalty: 4785.351074
	Iteration 55Q: 3 clusters Score -1794632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1794631.750000 Penalty: 4785.351074
	Iteration 56F: 3 clusters Score -1794632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Entering Unmasked Estep 
Score: -1016119.062500 Penalty: 2252.546143
	Iteration 0F: 2 clusters Score -1016119 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 4410 members 
Entering Unmasked Estep 
Score: -1009243.187500 Penalty: 4505.092285
	Iteration 0F: 3 clusters Score -1009243 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1011200.125000 Penalty: 4505.092285
	Iteration 1F: 3 clusters Score -1011200 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1011504.812500 Penalty: 4505.092285
	Iteration 2F: 3 clusters Score -1011505 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1011709.375000 Penalty: 4505.092285
	Iteration 3Q: 3 clusters Score -1011709 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1011872.937500 Penalty: 4505.092285
	Iteration 4Q: 3 clusters Score -1011873 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1012016.187500 Penalty: 4505.092285
	Iteration 5Q: 3 clusters Score -1012016 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1012139.875000 Penalty: 4505.092285
	Iteration 6Q: 3 clusters Score -1012140 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1012238.312500 Penalty: 4505.092285
	Iteration 7Q: 3 clusters Score -1012238 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1012319.687500 Penalty: 4505.092285
	Iteration 8Q: 3 clusters Score -1012320 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1012413.562500 Penalty: 4505.092285
	Iteration 9Q: 3 clusters Score -1012414 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1012495.062500 Penalty: 4505.092285
	Iteration 10Q: 3 clusters Score -1012495 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1012566.562500 Penalty: 4505.092285
	Iteration 11Q: 3 clusters Score -1012567 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1012631.937500 Penalty: 4505.092285
	Iteration 12Q: 3 clusters Score -1012632 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1012687.125000 Penalty: 4505.092285
	Iteration 13Q: 3 clusters Score -1012687 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1012756.562500 Penalty: 4505.092285
	Iteration 14Q: 3 clusters Score -1012757 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1012840.437500 Penalty: 4505.092285
	Iteration 15Q: 3 clusters Score -1012840 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1012925.937500 Penalty: 4505.092285
	Iteration 16Q: 3 clusters Score -1012926 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1013004.375000 Penalty: 4505.092285
	Iteration 17Q: 3 clusters Score -1013004 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1013080.187500 Penalty: 4505.092285
	Iteration 18Q: 3 clusters Score -1013080 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1013144.000000 Penalty: 4505.092285
	Iteration 19Q: 3 clusters Score -1013144 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1013209.625000 Penalty: 4505.092285
	Iteration 20F: 3 clusters Score -1013210 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1013280.687500 Penalty: 4505.092285
	Iteration 21Q: 3 clusters Score -1013281 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1013354.500000 Penalty: 4505.092285
	Iteration 22Q: 3 clusters Score -1013354 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1013429.812500 Penalty: 4505.092285
	Iteration 23Q: 3 clusters Score -1013430 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1013488.562500 Penalty: 4505.092285
	Iteration 24Q: 3 clusters Score -1013489 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1013528.000000 Penalty: 4505.092285
	Iteration 25Q: 3 clusters Score -1013528 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1013568.312500 Penalty: 4505.092285
	Iteration 26Q: 3 clusters Score -1013568 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1013610.125000 Penalty: 4505.092285
	Iteration 27Q: 3 clusters Score -1013610 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1013649.000000 Penalty: 4505.092285
	Iteration 28Q: 3 clusters Score -1013649 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1013682 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1013720 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1013751 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1013777 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1013796.312500 Penalty: 4505.092285
	Iteration 33Q: 3 clusters Score -1013796 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1013814.687500 Penalty: 4505.092285
	Iteration 34Q: 3 clusters Score -1013815 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1013830 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1013840 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1013859 nChanged 53
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Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1013877 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1013890 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1013902.875000 Penalty: 4505.092285
	Iteration 40F: 3 clusters Score -1013903 nChanged 41
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Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1013911 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1013919.187500 Penalty: 4505.092285
	Iteration 42Q: 3 clusters Score -1013919 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1013928.125000 Penalty: 4505.092285
	Iteration 43Q: 3 clusters Score -1013928 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1013932.375000 Penalty: 4505.092285
	Iteration 44Q: 3 clusters Score -1013932 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1013939.312500 Penalty: 4505.092285
	Iteration 45Q: 3 clusters Score -1013939 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1013944.312500 Penalty: 4505.092285
	Iteration 46Q: 3 clusters Score -1013944 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1013950.312500 Penalty: 4505.092285
	Iteration 47Q: 3 clusters Score -1013950 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1013955 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1013956.312500 Penalty: 4505.092285
	Iteration 49Q: 3 clusters Score -1013956 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1013961 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1013963.750000 Penalty: 4505.092285
	Iteration 51Q: 3 clusters Score -1013964 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1013969.062500 Penalty: 4505.092285
	Iteration 52Q: 3 clusters Score -1013969 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1013971.437500 Penalty: 4505.092285
	Iteration 53Q: 3 clusters Score -1013971 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1013972 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1013973 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1013975 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1013978 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1013979 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1013981 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1013983.812500 Penalty: 4505.092285
	Iteration 60F: 3 clusters Score -1013984 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1013986 nChanged 22
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Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1013988 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1013996 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1013999 nChanged 17
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Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1014004 nChanged 20
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Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1014009 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1014010 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1014014 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1014017 nChanged 12
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Mstep: Class 1 contains 4311 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1014018 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1014020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1014021.375000 Penalty: 4505.092285
	Iteration 72Q: 3 clusters Score -1014021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1014022.562500 Penalty: 4505.092285
	Iteration 73Q: 3 clusters Score -1014023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1014023.812500 Penalty: 4505.092285
	Iteration 74Q: 3 clusters Score -1014024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1014027.000000 Penalty: 4505.092285
	Iteration 75Q: 3 clusters Score -1014027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1014026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1014030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1014035.500000 Penalty: 4505.092285
	Iteration 78Q: 3 clusters Score -1014036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1014036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1014042.062500 Penalty: 4505.092285
	Iteration 80F: 3 clusters Score -1014042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1014049.875000 Penalty: 4505.092285
	Iteration 81Q: 3 clusters Score -1014050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1014054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1014062.250000 Penalty: 4505.092285
	Iteration 83Q: 3 clusters Score -1014062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1014066.812500 Penalty: 4505.092285
	Iteration 84Q: 3 clusters Score -1014067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1014073.062500 Penalty: 4505.092285
	Iteration 85Q: 3 clusters Score -1014073 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1014078.750000 Penalty: 4505.092285
	Iteration 86Q: 3 clusters Score -1014079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1014089.437500 Penalty: 4505.092285
	Iteration 87Q: 3 clusters Score -1014089 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1014107.562500 Penalty: 4505.092285
	Iteration 88Q: 3 clusters Score -1014108 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1014122.875000 Penalty: 4505.092285
	Iteration 89Q: 3 clusters Score -1014123 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1014135.250000 Penalty: 4505.092285
	Iteration 90Q: 3 clusters Score -1014135 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1014143.812500 Penalty: 4505.092285
	Iteration 91Q: 3 clusters Score -1014144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1014151.750000 Penalty: 4505.092285
	Iteration 92Q: 3 clusters Score -1014152 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1014155.500000 Penalty: 4505.092285
	Iteration 93Q: 3 clusters Score -1014156 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1014161.000000 Penalty: 4505.092285
	Iteration 94Q: 3 clusters Score -1014161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1014167.562500 Penalty: 4505.092285
	Iteration 95Q: 3 clusters Score -1014168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1014171.875000 Penalty: 4505.092285
	Iteration 96Q: 3 clusters Score -1014172 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1014177.250000 Penalty: 4505.092285
	Iteration 97Q: 3 clusters Score -1014177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1014177.625000 Penalty: 4505.092285
	Iteration 98Q: 3 clusters Score -1014178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1014182.937500 Penalty: 4505.092285
	Iteration 99Q: 3 clusters Score -1014183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1014184.312500 Penalty: 4505.092285
	Iteration 100F: 3 clusters Score -1014184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1014184.625000 Penalty: 4505.092285
	Iteration 101Q: 3 clusters Score -1014185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1014186.500000 Penalty: 4505.092285
	Iteration 102Q: 3 clusters Score -1014186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1014187.812500 Penalty: 4505.092285
	Iteration 103Q: 3 clusters Score -1014188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1014188.500000 Penalty: 4505.092285
	Iteration 104Q: 3 clusters Score -1014188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1014190.500000 Penalty: 4505.092285
	Iteration 105Q: 3 clusters Score -1014190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1014196.187500 Penalty: 4505.092285
	Iteration 106Q: 3 clusters Score -1014196 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1014199.187500 Penalty: 4505.092285
	Iteration 107Q: 3 clusters Score -1014199 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1014200.250000 Penalty: 4505.092285
	Iteration 108Q: 3 clusters Score -1014200 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1014199.250000 Penalty: 4505.092285
	Iteration 109Q: 3 clusters Score -1014199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1014203.000000 Penalty: 4505.092285
	Iteration 110Q: 3 clusters Score -1014203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1014203.437500 Penalty: 4505.092285
	Iteration 111Q: 3 clusters Score -1014203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1014206.937500 Penalty: 4505.092285
	Iteration 112Q: 3 clusters Score -1014207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1014208.312500 Penalty: 4505.092285
	Iteration 113Q: 3 clusters Score -1014208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1014208.750000 Penalty: 4505.092285
	Iteration 114Q: 3 clusters Score -1014209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1014209.437500 Penalty: 4505.092285
	Iteration 115Q: 3 clusters Score -1014209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1014212.750000 Penalty: 4505.092285
	Iteration 116Q: 3 clusters Score -1014213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1014211.062500 Penalty: 4505.092285
	Iteration 117Q: 3 clusters Score -1014211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1014212.000000 Penalty: 4505.092285
	Iteration 118Q: 3 clusters Score -1014212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1014211.437500 Penalty: 4505.092285
	Iteration 119Q: 3 clusters Score -1014211 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1014211.437500 Penalty: 4505.092285
	Iteration 120F: 3 clusters Score -1014211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Entering Unmasked Estep 
Score: -4572228.000000 Penalty: 2610.660156
	Iteration 0F: 2 clusters Score -4572228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -4546881.500000 Penalty: 5221.320312
	Iteration 0F: 3 clusters Score -4546882 nChanged 17092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -4556473.500000 Penalty: 5221.320312
	Iteration 1F: 3 clusters Score -4556474 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -4557169.000000 Penalty: 5221.320312
	Iteration 2Q: 3 clusters Score -4557169 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -4557816.000000 Penalty: 5221.320312
	Iteration 3Q: 3 clusters Score -4557816 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -4558486.500000 Penalty: 5221.320312
	Iteration 4Q: 3 clusters Score -4558486 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -4559375.500000 Penalty: 5221.320312
	Iteration 5F: 3 clusters Score -4559376 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -4560579.500000 Penalty: 5221.320312
	Iteration 6F: 3 clusters Score -4560580 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -4562137.000000 Penalty: 5221.320312
	Iteration 7F: 3 clusters Score -4562137 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -4563957.500000 Penalty: 5221.320312
	Iteration 8F: 3 clusters Score -4563958 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -4565710.000000 Penalty: 5221.320312
	Iteration 9F: 3 clusters Score -4565710 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -4567201.000000 Penalty: 5221.320312
	Iteration 10F: 3 clusters Score -4567201 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -4568212.000000 Penalty: 5221.320312
	Iteration 11Q: 3 clusters Score -4568212 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -4568887.000000 Penalty: 5221.320312
	Iteration 12Q: 3 clusters Score -4568887 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -4569329.000000 Penalty: 5221.320312
	Iteration 13Q: 3 clusters Score -4569329 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -4569617.500000 Penalty: 5221.320312
	Iteration 14Q: 3 clusters Score -4569618 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -4569778.000000 Penalty: 5221.320312
	Iteration 15Q: 3 clusters Score -4569778 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -4569898.500000 Penalty: 5221.320312
	Iteration 16Q: 3 clusters Score -4569898 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -4569987.000000 Penalty: 5221.320312
	Iteration 17Q: 3 clusters Score -4569987 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -4570037.500000 Penalty: 5221.320312
	Iteration 18Q: 3 clusters Score -4570038 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -4570091.000000 Penalty: 5221.320312
	Iteration 19Q: 3 clusters Score -4570091 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -4570112.000000 Penalty: 5221.320312
	Iteration 20F: 3 clusters Score -4570112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -4570126.000000 Penalty: 5221.320312
	Iteration 21Q: 3 clusters Score -4570126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -4570141.000000 Penalty: 5221.320312
	Iteration 22Q: 3 clusters Score -4570141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -4570145.500000 Penalty: 5221.320312
	Iteration 23Q: 3 clusters Score -4570146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -4570157.500000 Penalty: 5221.320312
	Iteration 24Q: 3 clusters Score -4570158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -4570158.000000 Penalty: 5221.320312
	Iteration 25Q: 3 clusters Score -4570158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -4570153.500000 Penalty: 5221.320312
	Iteration 26Q: 3 clusters Score -4570154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -4570151.500000 Penalty: 5221.320312
	Iteration 27Q: 3 clusters Score -4570152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -4570153.500000 Penalty: 5221.320312
	Iteration 28Q: 3 clusters Score -4570154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -4570156.500000 Penalty: 5221.320312
	Iteration 29Q: 3 clusters Score -4570156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -4570160.500000 Penalty: 5221.320312
	Iteration 30Q: 3 clusters Score -4570160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -4570155.000000 Penalty: 5221.320312
	Iteration 31Q: 3 clusters Score -4570155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -4570162.000000 Penalty: 5221.320312
	Iteration 32Q: 3 clusters Score -4570162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -4570168.500000 Penalty: 5221.320312
	Iteration 33Q: 3 clusters Score -4570168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -4570168.000000 Penalty: 5221.320312
	Iteration 34Q: 3 clusters Score -4570168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -4570166.000000 Penalty: 5221.320312
	Iteration 35Q: 3 clusters Score -4570166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -4570166.000000 Penalty: 5221.320312
	Iteration 36F: 3 clusters Score -4570166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -75753.593750 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -75753.59 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 354 members 
Entering Unmasked Estep 
Score: -74134.820312 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -74134.82 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -74491.492188 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -74491.49 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -74686.617188 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -74686.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -74863.281250 Penalty: 3260.545166
	Iteration 3F: 3 clusters Score -74863.28 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -74958.593750 Penalty: 3260.545166
	Iteration 4F: 3 clusters Score -74958.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -75010.328125 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -75010.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -75053.406250 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -75053.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -75070.328125 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -75070.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -75077.609375 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -75077.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -75084.875000 Penalty: 3260.545166
	Iteration 9Q: 3 clusters Score -75084.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -75086.453125 Penalty: 3260.545166
	Iteration 10Q: 3 clusters Score -75086.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -75086.453125 Penalty: 3260.545166
	Iteration 11F: 3 clusters Score -75086.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (192913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192913 members 
Entering Unmasked Estep 
Score: -23673536.000000 Penalty: 3018.158691
	Iteration 0F: 2 clusters Score -2.367354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96275 members 
Mstep: Class 2 contains 96638 members 
Entering Unmasked Estep 
Score: -23550390.000000 Penalty: 6036.317383
	Iteration 0F: 3 clusters Score -2.355039e+07 nChanged 92426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93911 members 
Mstep: Class 2 contains 99002 members 
Entering Unmasked Estep 
Score: -23605252.000000 Penalty: 6036.317383
	Iteration 1F: 3 clusters Score -2.360525e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92930 members 
Mstep: Class 2 contains 99983 members 
Entering Unmasked Estep 
Score: -23607074.000000 Penalty: 6036.317383
	Iteration 2Q: 3 clusters Score -2.360707e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91466 members 
Mstep: Class 2 contains 101447 members 
Entering Unmasked Estep 
Score: -23609552.000000 Penalty: 6036.317383
	Iteration 3Q: 3 clusters Score -2.360955e+07 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89390 members 
Mstep: Class 2 contains 103523 members 
Entering Unmasked Estep 
Score: -23612722.000000 Penalty: 6036.317383
	Iteration 4Q: 3 clusters Score -2.361272e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86593 members 
Mstep: Class 2 contains 106320 members 
Entering Unmasked Estep 
Score: -23617370.000000 Penalty: 6036.317383
	Iteration 5Q: 3 clusters Score -2.361737e+07 nChanged 10276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82691 members 
Mstep: Class 2 contains 110222 members 
Entering Unmasked Estep 
Score: -23623214.000000 Penalty: 6036.317383
	Iteration 6F: 3 clusters Score -2.362321e+07 nChanged 10837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77952 members 
Mstep: Class 2 contains 114961 members 
Entering Unmasked Estep 
Score: -23629470.000000 Penalty: 6036.317383
	Iteration 7F: 3 clusters Score -2.362947e+07 nChanged 10531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72657 members 
Mstep: Class 2 contains 120256 members 
Entering Unmasked Estep 
Score: -23635740.000000 Penalty: 6036.317383
	Iteration 8F: 3 clusters Score -2.363574e+07 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67138 members 
Mstep: Class 2 contains 125775 members 
Entering Unmasked Estep 
Score: -23640928.000000 Penalty: 6036.317383
	Iteration 9F: 3 clusters Score -2.364093e+07 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61954 members 
Mstep: Class 2 contains 130959 members 
Entering Unmasked Estep 
Score: -23645280.000000 Penalty: 6036.317383
	Iteration 10Q: 3 clusters Score -2.364528e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57260 members 
Mstep: Class 2 contains 135653 members 
Entering Unmasked Estep 
Score: -23648790.000000 Penalty: 6036.317383
	Iteration 11Q: 3 clusters Score -2.364879e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Mstep: Class 2 contains 139944 members 
Entering Unmasked Estep 
Score: -23651444.000000 Penalty: 6036.317383
	Iteration 12Q: 3 clusters Score -2.365144e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 143887 members 
Entering Unmasked Estep 
Score: -23653570.000000 Penalty: 6036.317383
	Iteration 13Q: 3 clusters Score -2.365357e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 147599 members 
Entering Unmasked Estep 
Score: -23655352.000000 Penalty: 6036.317383
	Iteration 14Q: 3 clusters Score -2.365535e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 151146 members 
Entering Unmasked Estep 
Score: -23657026.000000 Penalty: 6036.317383
	Iteration 15Q: 3 clusters Score -2.365703e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 154596 members 
Entering Unmasked Estep 
Score: -23658486.000000 Penalty: 6036.317383
	Iteration 16Q: 3 clusters Score -2.365849e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 157842 members 
Entering Unmasked Estep 
Score: -23659964.000000 Penalty: 6036.317383
	Iteration 17Q: 3 clusters Score -2.365996e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 160945 members 
Entering Unmasked Estep 
Score: -23661188.000000 Penalty: 6036.317383
	Iteration 18Q: 3 clusters Score -2.366119e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 163846 members 
Entering Unmasked Estep 
Score: -23662276.000000 Penalty: 6036.317383
	Iteration 19Q: 3 clusters Score -2.366228e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 166644 members 
Entering Unmasked Estep 
Score: -23663286.000000 Penalty: 6036.317383
	Iteration 20F: 3 clusters Score -2.366329e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 169324 members 
Entering Unmasked Estep 
Score: -23664278.000000 Penalty: 6036.317383
	Iteration 21Q: 3 clusters Score -2.366428e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 171808 members 
Entering Unmasked Estep 
Score: -23665078.000000 Penalty: 6036.317383
	Iteration 22Q: 3 clusters Score -2.366508e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 174079 members 
Entering Unmasked Estep 
Score: -23665936.000000 Penalty: 6036.317383
	Iteration 23Q: 3 clusters Score -2.366594e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 176172 members 
Entering Unmasked Estep 
Score: -23666704.000000 Penalty: 6036.317383
	Iteration 24Q: 3 clusters Score -2.36667e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 178103 members 
Entering Unmasked Estep 
Score: -23667332.000000 Penalty: 6036.317383
	Iteration 25Q: 3 clusters Score -2.366733e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 179820 members 
Entering Unmasked Estep 
Score: -23667856.000000 Penalty: 6036.317383
	Iteration 26Q: 3 clusters Score -2.366786e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 181410 members 
Entering Unmasked Estep 
Score: -23668218.000000 Penalty: 6036.317383
	Iteration 27Q: 3 clusters Score -2.366822e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 182915 members 
Entering Unmasked Estep 
Score: -23668556.000000 Penalty: 6036.317383
	Iteration 28Q: 3 clusters Score -2.366856e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 184225 members 
Entering Unmasked Estep 
Score: -23668894.000000 Penalty: 6036.317383
	Iteration 29Q: 3 clusters Score -2.366889e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 185413 members 
Entering Unmasked Estep 
Score: -23669108.000000 Penalty: 6036.317383
	Iteration 30Q: 3 clusters Score -2.366911e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 186444 members 
Entering Unmasked Estep 
Score: -23669380.000000 Penalty: 6036.317383
	Iteration 31Q: 3 clusters Score -2.366938e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 187370 members 
Entering Unmasked Estep 
Score: -23669698.000000 Penalty: 6036.317383
	Iteration 32Q: 3 clusters Score -2.36697e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 188191 members 
Entering Unmasked Estep 
Score: -23669836.000000 Penalty: 6036.317383
	Iteration 33Q: 3 clusters Score -2.366984e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 188936 members 
Entering Unmasked Estep 
Score: -23670070.000000 Penalty: 6036.317383
	Iteration 34Q: 3 clusters Score -2.367007e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 189559 members 
Entering Unmasked Estep 
Score: -23670308.000000 Penalty: 6036.317383
	Iteration 35Q: 3 clusters Score -2.367031e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 190069 members 
Entering Unmasked Estep 
Score: -23670398.000000 Penalty: 6036.317383
	Iteration 36Q: 3 clusters Score -2.36704e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 190509 members 
Entering Unmasked Estep 
Score: -23670496.000000 Penalty: 6036.317383
	Iteration 37Q: 3 clusters Score -2.36705e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 190870 members 
Entering Unmasked Estep 
Score: -23670676.000000 Penalty: 6036.317383
	Iteration 38Q: 3 clusters Score -2.367068e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 191161 members 
Entering Unmasked Estep 
Score: -23670728.000000 Penalty: 6036.317383
	Iteration 39Q: 3 clusters Score -2.367073e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 191376 members 
Entering Unmasked Estep 
Score: -23670812.000000 Penalty: 6036.317383
	Iteration 40F: 3 clusters Score -2.367081e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 191560 members 
Entering Unmasked Estep 
Score: -23670822.000000 Penalty: 6036.317383
	Iteration 41Q: 3 clusters Score -2.367082e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 191694 members 
Entering Unmasked Estep 
Score: -23670814.000000 Penalty: 6036.317383
	Iteration 42Q: 3 clusters Score -2.367081e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 191784 members 
Entering Unmasked Estep 
Score: -23670844.000000 Penalty: 6036.317383
	Iteration 43Q: 3 clusters Score -2.367084e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 191863 members 
Entering Unmasked Estep 
Score: -23670864.000000 Penalty: 6036.317383
	Iteration 44Q: 3 clusters Score -2.367086e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 191919 members 
Entering Unmasked Estep 
Score: -23670896.000000 Penalty: 6036.317383
	Iteration 45Q: 3 clusters Score -2.36709e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 191968 members 
Entering Unmasked Estep 
Score: -23670938.000000 Penalty: 6036.317383
	Iteration 46Q: 3 clusters Score -2.367094e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 192009 members 
Entering Unmasked Estep 
Score: -23670974.000000 Penalty: 6036.317383
	Iteration 47Q: 3 clusters Score -2.367097e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 192045 members 
Entering Unmasked Estep 
Score: -23670972.000000 Penalty: 6036.317383
	Iteration 48Q: 3 clusters Score -2.367097e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 192067 members 
Entering Unmasked Estep 
Score: -23670988.000000 Penalty: 6036.317383
	Iteration 49Q: 3 clusters Score -2.367099e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 192096 members 
Entering Unmasked Estep 
Score: -23671026.000000 Penalty: 6036.317383
	Iteration 50Q: 3 clusters Score -2.367103e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 192119 members 
Entering Unmasked Estep 
Score: -23671032.000000 Penalty: 6036.317383
	Iteration 51Q: 3 clusters Score -2.367103e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 192143 members 
Entering Unmasked Estep 
Score: -23671044.000000 Penalty: 6036.317383
	Iteration 52Q: 3 clusters Score -2.367104e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 192167 members 
Entering Unmasked Estep 
Score: -23671052.000000 Penalty: 6036.317383
	Iteration 53Q: 3 clusters Score -2.367105e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 192186 members 
Entering Unmasked Estep 
Score: -23671060.000000 Penalty: 6036.317383
	Iteration 54Q: 3 clusters Score -2.367106e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 192197 members 
Entering Unmasked Estep 
Score: -23671066.000000 Penalty: 6036.317383
	Iteration 55Q: 3 clusters Score -2.367107e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 192205 members 
Entering Unmasked Estep 
Score: -23671084.000000 Penalty: 6036.317383
	Iteration 56Q: 3 clusters Score -2.367108e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 192219 members 
Entering Unmasked Estep 
Score: -23671078.000000 Penalty: 6036.317383
	Iteration 57Q: 3 clusters Score -2.367108e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 192233 members 
Entering Unmasked Estep 
Score: -23671110.000000 Penalty: 6036.317383
	Iteration 58Q: 3 clusters Score -2.367111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 192245 members 
Entering Unmasked Estep 
Score: -23671108.000000 Penalty: 6036.317383
	Iteration 59Q: 3 clusters Score -2.367111e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 192259 members 
Entering Unmasked Estep 
Score: -23671120.000000 Penalty: 6036.317383
	Iteration 60F: 3 clusters Score -2.367112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 192267 members 
Entering Unmasked Estep 
Score: -23671116.000000 Penalty: 6036.317383
	Iteration 61Q: 3 clusters Score -2.367112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 192272 members 
Entering Unmasked Estep 
Score: -23671116.000000 Penalty: 6036.317383
	Iteration 62Q: 3 clusters Score -2.367112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 192278 members 
Entering Unmasked Estep 
Score: -23671120.000000 Penalty: 6036.317383
	Iteration 63Q: 3 clusters Score -2.367112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 192288 members 
Entering Unmasked Estep 
Score: -23671156.000000 Penalty: 6036.317383
	Iteration 64Q: 3 clusters Score -2.367116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 192295 members 
Entering Unmasked Estep 
Score: -23671140.000000 Penalty: 6036.317383
	Iteration 65Q: 3 clusters Score -2.367114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 192296 members 
Entering Unmasked Estep 
Score: -23671146.000000 Penalty: 6036.317383
	Iteration 66Q: 3 clusters Score -2.367115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 192297 members 
Entering Unmasked Estep 
Score: -23671142.000000 Penalty: 6036.317383
	Iteration 67Q: 3 clusters Score -2.367114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 192300 members 
Entering Unmasked Estep 
Score: -23671152.000000 Penalty: 6036.317383
	Iteration 68Q: 3 clusters Score -2.367115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 192302 members 
Entering Unmasked Estep 
Score: -23671158.000000 Penalty: 6036.317383
	Iteration 69Q: 3 clusters Score -2.367116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 192303 members 
Entering Unmasked Estep 
Score: -23671152.000000 Penalty: 6036.317383
	Iteration 70Q: 3 clusters Score -2.367115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 192304 members 
Entering Unmasked Estep 
Score: -23671150.000000 Penalty: 6036.317383
	Iteration 71Q: 3 clusters Score -2.367115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 192304 members 
Entering Unmasked Estep 
Score: -23671150.000000 Penalty: 6036.317383
	Iteration 72F: 3 clusters Score -2.367115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (128720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128720 members 
Entering Unmasked Estep 
Score: -15729437.000000 Penalty: 2917.818115
	Iteration 0F: 2 clusters Score -1.572944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64236 members 
Mstep: Class 2 contains 64484 members 
Entering Unmasked Estep 
Score: -15643542.000000 Penalty: 5835.636230
	Iteration 0F: 3 clusters Score -1.564354e+07 nChanged 61339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62761 members 
Mstep: Class 2 contains 65959 members 
Entering Unmasked Estep 
Score: -15679624.000000 Penalty: 5835.636230
	Iteration 1F: 3 clusters Score -1.567962e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 66639 members 
Entering Unmasked Estep 
Score: -15681428.000000 Penalty: 5835.636230
	Iteration 2Q: 3 clusters Score -1.568143e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61304 members 
Mstep: Class 2 contains 67416 members 
Entering Unmasked Estep 
Score: -15683238.000000 Penalty: 5835.636230
	Iteration 3Q: 3 clusters Score -1.568324e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60458 members 
Mstep: Class 2 contains 68262 members 
Entering Unmasked Estep 
Score: -15685166.000000 Penalty: 5835.636230
	Iteration 4Q: 3 clusters Score -1.568517e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59529 members 
Mstep: Class 2 contains 69191 members 
Entering Unmasked Estep 
Score: -15687246.000000 Penalty: 5835.636230
	Iteration 5Q: 3 clusters Score -1.568725e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58400 members 
Mstep: Class 2 contains 70320 members 
Entering Unmasked Estep 
Score: -15689277.000000 Penalty: 5835.636230
	Iteration 6Q: 3 clusters Score -1.568928e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56989 members 
Mstep: Class 2 contains 71731 members 
Entering Unmasked Estep 
Score: -15691551.000000 Penalty: 5835.636230
	Iteration 7Q: 3 clusters Score -1.569155e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 73327 members 
Entering Unmasked Estep 
Score: -15693985.000000 Penalty: 5835.636230
	Iteration 8Q: 3 clusters Score -1.569398e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 75007 members 
Entering Unmasked Estep 
Score: -15696351.000000 Penalty: 5835.636230
	Iteration 9Q: 3 clusters Score -1.569635e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52097 members 
Mstep: Class 2 contains 76623 members 
Entering Unmasked Estep 
Score: -15698674.000000 Penalty: 5835.636230
	Iteration 10Q: 3 clusters Score -1.569867e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 78157 members 
Entering Unmasked Estep 
Score: -15700924.000000 Penalty: 5835.636230
	Iteration 11Q: 3 clusters Score -1.570092e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 79572 members 
Entering Unmasked Estep 
Score: -15703145.000000 Penalty: 5835.636230
	Iteration 12Q: 3 clusters Score -1.570314e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 80864 members 
Entering Unmasked Estep 
Score: -15705414.000000 Penalty: 5835.636230
	Iteration 13Q: 3 clusters Score -1.570541e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 82080 members 
Entering Unmasked Estep 
Score: -15707559.000000 Penalty: 5835.636230
	Iteration 14Q: 3 clusters Score -1.570756e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 83221 members 
Entering Unmasked Estep 
Score: -15709055.000000 Penalty: 5835.636230
	Iteration 15Q: 3 clusters Score -1.570906e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 84402 members 
Entering Unmasked Estep 
Score: -15710001.000000 Penalty: 5835.636230
	Iteration 16Q: 3 clusters Score -1.571e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 85659 members 
Entering Unmasked Estep 
Score: -15710607.000000 Penalty: 5835.636230
	Iteration 17Q: 3 clusters Score -1.571061e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 86959 members 
Entering Unmasked Estep 
Score: -15711111.000000 Penalty: 5835.636230
	Iteration 18Q: 3 clusters Score -1.571111e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 88269 members 
Entering Unmasked Estep 
Score: -15711563.000000 Penalty: 5835.636230
	Iteration 19Q: 3 clusters Score -1.571156e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 89656 members 
Entering Unmasked Estep 
Score: -15711998.000000 Penalty: 5835.636230
	Iteration 20F: 3 clusters Score -1.5712e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -15712387.000000 Penalty: 5835.636230
	Iteration 21Q: 3 clusters Score -1.571239e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 92604 members 
Entering Unmasked Estep 
Score: -15712846.000000 Penalty: 5835.636230
	Iteration 22Q: 3 clusters Score -1.571285e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 94119 members 
Entering Unmasked Estep 
Score: -15713386.000000 Penalty: 5835.636230
	Iteration 23Q: 3 clusters Score -1.571339e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 95698 members 
Entering Unmasked Estep 
Score: -15713863.000000 Penalty: 5835.636230
	Iteration 24Q: 3 clusters Score -1.571386e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 97386 members 
Entering Unmasked Estep 
Score: -15714369.000000 Penalty: 5835.636230
	Iteration 25Q: 3 clusters Score -1.571437e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 99212 members 
Entering Unmasked Estep 
Score: -15715058.000000 Penalty: 5835.636230
	Iteration 26Q: 3 clusters Score -1.571506e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 101029 members 
Entering Unmasked Estep 
Score: -15715692.000000 Penalty: 5835.636230
	Iteration 27Q: 3 clusters Score -1.571569e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 102897 members 
Entering Unmasked Estep 
Score: -15716288.000000 Penalty: 5835.636230
	Iteration 28Q: 3 clusters Score -1.571629e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 104745 members 
Entering Unmasked Estep 
Score: -15716950.000000 Penalty: 5835.636230
	Iteration 29Q: 3 clusters Score -1.571695e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 106588 members 
Entering Unmasked Estep 
Score: -15717660.000000 Penalty: 5835.636230
	Iteration 30Q: 3 clusters Score -1.571766e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 108464 members 
Entering Unmasked Estep 
Score: -15718378.000000 Penalty: 5835.636230
	Iteration 31Q: 3 clusters Score -1.571838e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 110302 members 
Entering Unmasked Estep 
Score: -15719166.000000 Penalty: 5835.636230
	Iteration 32Q: 3 clusters Score -1.571917e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 112138 members 
Entering Unmasked Estep 
Score: -15719938.000000 Penalty: 5835.636230
	Iteration 33Q: 3 clusters Score -1.571994e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 113937 members 
Entering Unmasked Estep 
Score: -15720841.000000 Penalty: 5835.636230
	Iteration 34Q: 3 clusters Score -1.572084e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 115681 members 
Entering Unmasked Estep 
Score: -15721573.000000 Penalty: 5835.636230
	Iteration 35Q: 3 clusters Score -1.572157e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 117341 members 
Entering Unmasked Estep 
Score: -15722324.000000 Penalty: 5835.636230
	Iteration 36Q: 3 clusters Score -1.572232e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 118928 members 
Entering Unmasked Estep 
Score: -15723190.000000 Penalty: 5835.636230
	Iteration 37Q: 3 clusters Score -1.572319e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 120343 members 
Entering Unmasked Estep 
Score: -15723926.000000 Penalty: 5835.636230
	Iteration 38Q: 3 clusters Score -1.572393e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 121567 members 
Entering Unmasked Estep 
Score: -15724557.000000 Penalty: 5835.636230
	Iteration 39Q: 3 clusters Score -1.572456e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 122604 members 
Entering Unmasked Estep 
Score: -15725109.000000 Penalty: 5835.636230
	Iteration 40F: 3 clusters Score -1.572511e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 123495 members 
Entering Unmasked Estep 
Score: -15725533.000000 Penalty: 5835.636230
	Iteration 41Q: 3 clusters Score -1.572553e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 124185 members 
Entering Unmasked Estep 
Score: -15725854.000000 Penalty: 5835.636230
	Iteration 42Q: 3 clusters Score -1.572585e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 124777 members 
Entering Unmasked Estep 
Score: -15726149.000000 Penalty: 5835.636230
	Iteration 43Q: 3 clusters Score -1.572615e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 125253 members 
Entering Unmasked Estep 
Score: -15726441.000000 Penalty: 5835.636230
	Iteration 44Q: 3 clusters Score -1.572644e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 125638 members 
Entering Unmasked Estep 
Score: -15726639.000000 Penalty: 5835.636230
	Iteration 45Q: 3 clusters Score -1.572664e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 125957 members 
Entering Unmasked Estep 
Score: -15726765.000000 Penalty: 5835.636230
	Iteration 46Q: 3 clusters Score -1.572676e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 126210 members 
Entering Unmasked Estep 
Score: -15726841.000000 Penalty: 5835.636230
	Iteration 47Q: 3 clusters Score -1.572684e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 126389 members 
Entering Unmasked Estep 
Score: -15726884.000000 Penalty: 5835.636230
	Iteration 48Q: 3 clusters Score -1.572688e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 126548 members 
Entering Unmasked Estep 
Score: -15726936.000000 Penalty: 5835.636230
	Iteration 49Q: 3 clusters Score -1.572694e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 126687 members 
Entering Unmasked Estep 
Score: -15727003.000000 Penalty: 5835.636230
	Iteration 50Q: 3 clusters Score -1.5727e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 126812 members 
Entering Unmasked Estep 
Score: -15727032.000000 Penalty: 5835.636230
	Iteration 51Q: 3 clusters Score -1.572703e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 126928 members 
Entering Unmasked Estep 
Score: -15727047.000000 Penalty: 5835.636230
	Iteration 52Q: 3 clusters Score -1.572705e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 127013 members 
Entering Unmasked Estep 
Score: -15727060.000000 Penalty: 5835.636230
	Iteration 53Q: 3 clusters Score -1.572706e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 127077 members 
Entering Unmasked Estep 
Score: -15727092.000000 Penalty: 5835.636230
	Iteration 54Q: 3 clusters Score -1.572709e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 127136 members 
Entering Unmasked Estep 
Score: -15727082.000000 Penalty: 5835.636230
	Iteration 55Q: 3 clusters Score -1.572708e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 127193 members 
Entering Unmasked Estep 
Score: -15727105.000000 Penalty: 5835.636230
	Iteration 56Q: 3 clusters Score -1.57271e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 127247 members 
Entering Unmasked Estep 
Score: -15727140.000000 Penalty: 5835.636230
	Iteration 57Q: 3 clusters Score -1.572714e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 127280 members 
Entering Unmasked Estep 
Score: -15727153.000000 Penalty: 5835.636230
	Iteration 58Q: 3 clusters Score -1.572715e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 127311 members 
Entering Unmasked Estep 
Score: -15727175.000000 Penalty: 5835.636230
	Iteration 59Q: 3 clusters Score -1.572718e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 127336 members 
Entering Unmasked Estep 
Score: -15727184.000000 Penalty: 5835.636230
	Iteration 60F: 3 clusters Score -1.572718e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 127354 members 
Entering Unmasked Estep 
Score: -15727198.000000 Penalty: 5835.636230
	Iteration 61Q: 3 clusters Score -1.57272e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 127371 members 
Entering Unmasked Estep 
Score: -15727203.000000 Penalty: 5835.636230
	Iteration 62Q: 3 clusters Score -1.57272e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 127386 members 
Entering Unmasked Estep 
Score: -15727200.000000 Penalty: 5835.636230
	Iteration 63Q: 3 clusters Score -1.57272e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 127396 members 
Entering Unmasked Estep 
Score: -15727197.000000 Penalty: 5835.636230
	Iteration 64Q: 3 clusters Score -1.57272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 127401 members 
Entering Unmasked Estep 
Score: -15727202.000000 Penalty: 5835.636230
	Iteration 65Q: 3 clusters Score -1.57272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 127408 members 
Entering Unmasked Estep 
Score: -15727204.000000 Penalty: 5835.636230
	Iteration 66Q: 3 clusters Score -1.57272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 127411 members 
Entering Unmasked Estep 
Score: -15727211.000000 Penalty: 5835.636230
	Iteration 67Q: 3 clusters Score -1.572721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 127414 members 
Entering Unmasked Estep 
Score: -15727203.000000 Penalty: 5835.636230
	Iteration 68Q: 3 clusters Score -1.57272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 127416 members 
Entering Unmasked Estep 
Score: -15727197.000000 Penalty: 5835.636230
	Iteration 69Q: 3 clusters Score -1.57272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 127419 members 
Entering Unmasked Estep 
Score: -15727211.000000 Penalty: 5835.636230
	Iteration 70Q: 3 clusters Score -1.572721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 127424 members 
Entering Unmasked Estep 
Score: -15727212.000000 Penalty: 5835.636230
	Iteration 71Q: 3 clusters Score -1.572721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 127428 members 
Entering Unmasked Estep 
Score: -15727213.000000 Penalty: 5835.636230
	Iteration 72Q: 3 clusters Score -1.572721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 127428 members 
Entering Unmasked Estep 
Score: -15727212.000000 Penalty: 5835.636230
	Iteration 73Q: 3 clusters Score -1.572721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 127429 members 
Entering Unmasked Estep 
Score: -15727207.000000 Penalty: 5835.636230
	Iteration 74Q: 3 clusters Score -1.572721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 127430 members 
Entering Unmasked Estep 
Score: -15727209.000000 Penalty: 5835.636230
	Iteration 75Q: 3 clusters Score -1.572721e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 127430 members 
Entering Unmasked Estep 
Score: -15727209.000000 Penalty: 5835.636230
	Iteration 76F: 3 clusters Score -1.572721e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Entering Unmasked Estep 
Score: -2821272.000000 Penalty: 2493.982422
	Iteration 0F: 2 clusters Score -2821272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2805087.500000 Penalty: 4987.964844
	Iteration 0F: 3 clusters Score -2805088 nChanged 10266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2810804.000000 Penalty: 4987.964844
	Iteration 1F: 3 clusters Score -2810804 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2811388.500000 Penalty: 4987.964844
	Iteration 2F: 3 clusters Score -2811388 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2812027.750000 Penalty: 4987.964844
	Iteration 3F: 3 clusters Score -2812028 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2812722.250000 Penalty: 4987.964844
	Iteration 4F: 3 clusters Score -2812722 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2813393.250000 Penalty: 4987.964844
	Iteration 5F: 3 clusters Score -2813393 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2814037.000000 Penalty: 4987.964844
	Iteration 6F: 3 clusters Score -2814037 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2814601.000000 Penalty: 4987.964844
	Iteration 7Q: 3 clusters Score -2814601 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2815166.750000 Penalty: 4987.964844
	Iteration 8Q: 3 clusters Score -2815167 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2815710.500000 Penalty: 4987.964844
	Iteration 9Q: 3 clusters Score -2815710 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2816288.500000 Penalty: 4987.964844
	Iteration 10Q: 3 clusters Score -2816288 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2816926.500000 Penalty: 4987.964844
	Iteration 11Q: 3 clusters Score -2816926 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2817429.500000 Penalty: 4987.964844
	Iteration 12Q: 3 clusters Score -2817430 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2817770.750000 Penalty: 4987.964844
	Iteration 13Q: 3 clusters Score -2817771 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2818030.250000 Penalty: 4987.964844
	Iteration 14Q: 3 clusters Score -2818030 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2818219.250000 Penalty: 4987.964844
	Iteration 15Q: 3 clusters Score -2818219 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2818346.000000 Penalty: 4987.964844
	Iteration 16Q: 3 clusters Score -2818346 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2818469.250000 Penalty: 4987.964844
	Iteration 17Q: 3 clusters Score -2818469 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2818566.250000 Penalty: 4987.964844
	Iteration 18Q: 3 clusters Score -2818566 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2818662.250000 Penalty: 4987.964844
	Iteration 19Q: 3 clusters Score -2818662 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2818754.750000 Penalty: 4987.964844
	Iteration 20F: 3 clusters Score -2818755 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2818851.250000 Penalty: 4987.964844
	Iteration 21Q: 3 clusters Score -2818851 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2818927.500000 Penalty: 4987.964844
	Iteration 22Q: 3 clusters Score -2818928 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2818995.750000 Penalty: 4987.964844
	Iteration 23Q: 3 clusters Score -2818996 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2819037.250000 Penalty: 4987.964844
	Iteration 24Q: 3 clusters Score -2819037 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2819075.500000 Penalty: 4987.964844
	Iteration 25Q: 3 clusters Score -2819076 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2819097.500000 Penalty: 4987.964844
	Iteration 26Q: 3 clusters Score -2819098 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2819127.500000 Penalty: 4987.964844
	Iteration 27Q: 3 clusters Score -2819128 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2819160.750000 Penalty: 4987.964844
	Iteration 28Q: 3 clusters Score -2819161 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2819192.000000 Penalty: 4987.964844
	Iteration 29Q: 3 clusters Score -2819192 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2819214.500000 Penalty: 4987.964844
	Iteration 30Q: 3 clusters Score -2819214 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2819225.750000 Penalty: 4987.964844
	Iteration 31Q: 3 clusters Score -2819226 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2819239.500000 Penalty: 4987.964844
	Iteration 32Q: 3 clusters Score -2819240 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2819246.000000 Penalty: 4987.964844
	Iteration 33Q: 3 clusters Score -2819246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2819263.250000 Penalty: 4987.964844
	Iteration 34Q: 3 clusters Score -2819263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2819269.000000 Penalty: 4987.964844
	Iteration 35Q: 3 clusters Score -2819269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2819276.750000 Penalty: 4987.964844
	Iteration 36Q: 3 clusters Score -2819277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2819281.500000 Penalty: 4987.964844
	Iteration 37Q: 3 clusters Score -2819282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2819291.750000 Penalty: 4987.964844
	Iteration 38Q: 3 clusters Score -2819292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2819303.000000 Penalty: 4987.964844
	Iteration 39Q: 3 clusters Score -2819303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2819301.750000 Penalty: 4987.964844
	Iteration 40F: 3 clusters Score -2819302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2819306.250000 Penalty: 4987.964844
	Iteration 41Q: 3 clusters Score -2819306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2819308.000000 Penalty: 4987.964844
	Iteration 42Q: 3 clusters Score -2819308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2819319.000000 Penalty: 4987.964844
	Iteration 43Q: 3 clusters Score -2819319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2819320.500000 Penalty: 4987.964844
	Iteration 44Q: 3 clusters Score -2819320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2819323.250000 Penalty: 4987.964844
	Iteration 45Q: 3 clusters Score -2819323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2819331.250000 Penalty: 4987.964844
	Iteration 46Q: 3 clusters Score -2819331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2819334.750000 Penalty: 4987.964844
	Iteration 47Q: 3 clusters Score -2819335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2819334.750000 Penalty: 4987.964844
	Iteration 48Q: 3 clusters Score -2819335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2819341.750000 Penalty: 4987.964844
	Iteration 49Q: 3 clusters Score -2819342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2819348.000000 Penalty: 4987.964844
	Iteration 50Q: 3 clusters Score -2819348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2819348.500000 Penalty: 4987.964844
	Iteration 51Q: 3 clusters Score -2819348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2819352.500000 Penalty: 4987.964844
	Iteration 52Q: 3 clusters Score -2819352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2819357.750000 Penalty: 4987.964844
	Iteration 53Q: 3 clusters Score -2819358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2819363.500000 Penalty: 4987.964844
	Iteration 54Q: 3 clusters Score -2819364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2819367.000000 Penalty: 4987.964844
	Iteration 55Q: 3 clusters Score -2819367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2819371.750000 Penalty: 4987.964844
	Iteration 56Q: 3 clusters Score -2819372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2819372.500000 Penalty: 4987.964844
	Iteration 57Q: 3 clusters Score -2819372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2819375.500000 Penalty: 4987.964844
	Iteration 58Q: 3 clusters Score -2819376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2819382.750000 Penalty: 4987.964844
	Iteration 59Q: 3 clusters Score -2819383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2819385.250000 Penalty: 4987.964844
	Iteration 60F: 3 clusters Score -2819385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2819381.750000 Penalty: 4987.964844
	Iteration 61Q: 3 clusters Score -2819382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2819386.250000 Penalty: 4987.964844
	Iteration 62Q: 3 clusters Score -2819386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2819384.500000 Penalty: 4987.964844
	Iteration 63Q: 3 clusters Score -2819384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2819386.250000 Penalty: 4987.964844
	Iteration 64Q: 3 clusters Score -2819386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2819385.750000 Penalty: 4987.964844
	Iteration 65Q: 3 clusters Score -2819386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2819385.000000 Penalty: 4987.964844
	Iteration 66Q: 3 clusters Score -2819385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2819391.000000 Penalty: 4987.964844
	Iteration 67Q: 3 clusters Score -2819391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2819392.000000 Penalty: 4987.964844
	Iteration 68Q: 3 clusters Score -2819392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2819391.500000 Penalty: 4987.964844
	Iteration 69Q: 3 clusters Score -2819392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2819396.500000 Penalty: 4987.964844
	Iteration 70Q: 3 clusters Score -2819396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2819395.750000 Penalty: 4987.964844
	Iteration 71Q: 3 clusters Score -2819396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2819395.750000 Penalty: 4987.964844
	Iteration 72F: 3 clusters Score -2819396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Entering Unmasked Estep 
Score: -1143922.625000 Penalty: 2278.571533
	Iteration 0F: 2 clusters Score -1143923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1136356.125000 Penalty: 4557.143066
	Iteration 0F: 3 clusters Score -1136356 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1138640.250000 Penalty: 4557.143066
	Iteration 1F: 3 clusters Score -1138640 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1139006.000000 Penalty: 4557.143066
	Iteration 2F: 3 clusters Score -1139006 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1139256.625000 Penalty: 4557.143066
	Iteration 3F: 3 clusters Score -1139257 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1139470.375000 Penalty: 4557.143066
	Iteration 4Q: 3 clusters Score -1139470 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1139670.875000 Penalty: 4557.143066
	Iteration 5Q: 3 clusters Score -1139671 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1139864.000000 Penalty: 4557.143066
	Iteration 6Q: 3 clusters Score -1139864 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1140040.875000 Penalty: 4557.143066
	Iteration 7Q: 3 clusters Score -1140041 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1140225.500000 Penalty: 4557.143066
	Iteration 8Q: 3 clusters Score -1140226 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1140390.125000 Penalty: 4557.143066
	Iteration 9Q: 3 clusters Score -1140390 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1140566.750000 Penalty: 4557.143066
	Iteration 10Q: 3 clusters Score -1140567 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1140755.375000 Penalty: 4557.143066
	Iteration 11Q: 3 clusters Score -1140755 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1140907.375000 Penalty: 4557.143066
	Iteration 12Q: 3 clusters Score -1140907 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1141068.625000 Penalty: 4557.143066
	Iteration 13Q: 3 clusters Score -1141069 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1141248.875000 Penalty: 4557.143066
	Iteration 14Q: 3 clusters Score -1141249 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1141432.875000 Penalty: 4557.143066
	Iteration 15Q: 3 clusters Score -1141433 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1141600.250000 Penalty: 4557.143066
	Iteration 16Q: 3 clusters Score -1141600 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1141732.625000 Penalty: 4557.143066
	Iteration 17Q: 3 clusters Score -1141733 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1141855.500000 Penalty: 4557.143066
	Iteration 18Q: 3 clusters Score -1141856 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1141943.750000 Penalty: 4557.143066
	Iteration 19Q: 3 clusters Score -1141944 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1142000.875000 Penalty: 4557.143066
	Iteration 20F: 3 clusters Score -1142001 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1142056.500000 Penalty: 4557.143066
	Iteration 21Q: 3 clusters Score -1142056 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1142099.500000 Penalty: 4557.143066
	Iteration 22Q: 3 clusters Score -1142100 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1142137.375000 Penalty: 4557.143066
	Iteration 23Q: 3 clusters Score -1142137 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1142157.250000 Penalty: 4557.143066
	Iteration 24Q: 3 clusters Score -1142157 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1142174.250000 Penalty: 4557.143066
	Iteration 25Q: 3 clusters Score -1142174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1142190.750000 Penalty: 4557.143066
	Iteration 26Q: 3 clusters Score -1142191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1142199.625000 Penalty: 4557.143066
	Iteration 27Q: 3 clusters Score -1142200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1142207.125000 Penalty: 4557.143066
	Iteration 28Q: 3 clusters Score -1142207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1142210.625000 Penalty: 4557.143066
	Iteration 29Q: 3 clusters Score -1142211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1142214.125000 Penalty: 4557.143066
	Iteration 30Q: 3 clusters Score -1142214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1142218.750000 Penalty: 4557.143066
	Iteration 31Q: 3 clusters Score -1142219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1142219.625000 Penalty: 4557.143066
	Iteration 32Q: 3 clusters Score -1142220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1142219.375000 Penalty: 4557.143066
	Iteration 33Q: 3 clusters Score -1142219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1142220.375000 Penalty: 4557.143066
	Iteration 34Q: 3 clusters Score -1142220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1142219.375000 Penalty: 4557.143066
	Iteration 35Q: 3 clusters Score -1142219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1142220.500000 Penalty: 4557.143066
	Iteration 36Q: 3 clusters Score -1142220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1142220.500000 Penalty: 4557.143066
	Iteration 37F: 3 clusters Score -1142220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Entering Unmasked Estep 
Score: -1190127.125000 Penalty: 2280.265137
	Iteration 0F: 2 clusters Score -1190127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1182565.000000 Penalty: 4560.530273
	Iteration 0F: 3 clusters Score -1182565 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1184791.000000 Penalty: 4560.530273
	Iteration 1F: 3 clusters Score -1184791 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1185209.250000 Penalty: 4560.530273
	Iteration 2F: 3 clusters Score -1185209 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1185586.000000 Penalty: 4560.530273
	Iteration 3F: 3 clusters Score -1185586 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1185906.875000 Penalty: 4560.530273
	Iteration 4F: 3 clusters Score -1185907 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1186182.750000 Penalty: 4560.530273
	Iteration 5Q: 3 clusters Score -1186183 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1186390.500000 Penalty: 4560.530273
	Iteration 6Q: 3 clusters Score -1186390 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1186532.625000 Penalty: 4560.530273
	Iteration 7Q: 3 clusters Score -1186533 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1186624.000000 Penalty: 4560.530273
	Iteration 8Q: 3 clusters Score -1186624 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1186692.875000 Penalty: 4560.530273
	Iteration 9Q: 3 clusters Score -1186693 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1186743.125000 Penalty: 4560.530273
	Iteration 10Q: 3 clusters Score -1186743 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1186785.375000 Penalty: 4560.530273
	Iteration 11Q: 3 clusters Score -1186785 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1186823.375000 Penalty: 4560.530273
	Iteration 12Q: 3 clusters Score -1186823 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1186860.875000 Penalty: 4560.530273
	Iteration 13Q: 3 clusters Score -1186861 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1186910.875000 Penalty: 4560.530273
	Iteration 14Q: 3 clusters Score -1186911 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1186963.250000 Penalty: 4560.530273
	Iteration 15Q: 3 clusters Score -1186963 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1187020.500000 Penalty: 4560.530273
	Iteration 16Q: 3 clusters Score -1187020 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1187079.875000 Penalty: 4560.530273
	Iteration 17Q: 3 clusters Score -1187080 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1187168.875000 Penalty: 4560.530273
	Iteration 18Q: 3 clusters Score -1187169 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1187302.375000 Penalty: 4560.530273
	Iteration 19Q: 3 clusters Score -1187302 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1187436.500000 Penalty: 4560.530273
	Iteration 20F: 3 clusters Score -1187436 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1187581.375000 Penalty: 4560.530273
	Iteration 21Q: 3 clusters Score -1187581 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1187719.250000 Penalty: 4560.530273
	Iteration 22Q: 3 clusters Score -1187719 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1187857.875000 Penalty: 4560.530273
	Iteration 23Q: 3 clusters Score -1187858 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1187969.250000 Penalty: 4560.530273
	Iteration 24Q: 3 clusters Score -1187969 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1188072.875000 Penalty: 4560.530273
	Iteration 25Q: 3 clusters Score -1188073 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1188153.375000 Penalty: 4560.530273
	Iteration 26Q: 3 clusters Score -1188153 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1188222.875000 Penalty: 4560.530273
	Iteration 27Q: 3 clusters Score -1188223 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1188269.125000 Penalty: 4560.530273
	Iteration 28Q: 3 clusters Score -1188269 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1188307.375000 Penalty: 4560.530273
	Iteration 29Q: 3 clusters Score -1188307 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1188327.625000 Penalty: 4560.530273
	Iteration 30Q: 3 clusters Score -1188328 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1188349.250000 Penalty: 4560.530273
	Iteration 31Q: 3 clusters Score -1188349 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1188370.750000 Penalty: 4560.530273
	Iteration 32Q: 3 clusters Score -1188371 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1188385.250000 Penalty: 4560.530273
	Iteration 33Q: 3 clusters Score -1188385 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1188400.375000 Penalty: 4560.530273
	Iteration 34Q: 3 clusters Score -1188400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1188412.250000 Penalty: 4560.530273
	Iteration 35Q: 3 clusters Score -1188412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1188425.250000 Penalty: 4560.530273
	Iteration 36Q: 3 clusters Score -1188425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1188433.375000 Penalty: 4560.530273
	Iteration 37Q: 3 clusters Score -1188433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1188440.125000 Penalty: 4560.530273
	Iteration 38Q: 3 clusters Score -1188440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1188447.625000 Penalty: 4560.530273
	Iteration 39Q: 3 clusters Score -1188448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1188455.500000 Penalty: 4560.530273
	Iteration 40F: 3 clusters Score -1188456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1188462.375000 Penalty: 4560.530273
	Iteration 41Q: 3 clusters Score -1188462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1188470.625000 Penalty: 4560.530273
	Iteration 42Q: 3 clusters Score -1188471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1188475.625000 Penalty: 4560.530273
	Iteration 43Q: 3 clusters Score -1188476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1188481.125000 Penalty: 4560.530273
	Iteration 44Q: 3 clusters Score -1188481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1188487.250000 Penalty: 4560.530273
	Iteration 45Q: 3 clusters Score -1188487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1188488.375000 Penalty: 4560.530273
	Iteration 46Q: 3 clusters Score -1188488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1188492.750000 Penalty: 4560.530273
	Iteration 47Q: 3 clusters Score -1188493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1188493.250000 Penalty: 4560.530273
	Iteration 48Q: 3 clusters Score -1188493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1188496.750000 Penalty: 4560.530273
	Iteration 49Q: 3 clusters Score -1188497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1188498.750000 Penalty: 4560.530273
	Iteration 50Q: 3 clusters Score -1188499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1188501.875000 Penalty: 4560.530273
	Iteration 51Q: 3 clusters Score -1188502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1188501.625000 Penalty: 4560.530273
	Iteration 52Q: 3 clusters Score -1188502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1188502.750000 Penalty: 4560.530273
	Iteration 53Q: 3 clusters Score -1188503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1188505.625000 Penalty: 4560.530273
	Iteration 54Q: 3 clusters Score -1188506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1188507.125000 Penalty: 4560.530273
	Iteration 55Q: 3 clusters Score -1188507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1188507.500000 Penalty: 4560.530273
	Iteration 56Q: 3 clusters Score -1188508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1188508.625000 Penalty: 4560.530273
	Iteration 57Q: 3 clusters Score -1188509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1188508.500000 Penalty: 4560.530273
	Iteration 58Q: 3 clusters Score -1188508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1188508.625000 Penalty: 4560.530273
	Iteration 59Q: 3 clusters Score -1188509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1188507.750000 Penalty: 4560.530273
	Iteration 60F: 3 clusters Score -1188508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1188509.375000 Penalty: 4560.530273
	Iteration 61Q: 3 clusters Score -1188509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1188509.250000 Penalty: 4560.530273
	Iteration 62Q: 3 clusters Score -1188509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1188509.500000 Penalty: 4560.530273
	Iteration 63Q: 3 clusters Score -1188510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1188509.000000 Penalty: 4560.530273
	Iteration 64Q: 3 clusters Score -1188509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1188508.000000 Penalty: 4560.530273
	Iteration 65Q: 3 clusters Score -1188508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1188508.000000 Penalty: 4560.530273
	Iteration 66F: 3 clusters Score -1188508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Entering Unmasked Estep 
Score: -1461361.375000 Penalty: 2327.554688
	Iteration 0F: 2 clusters Score -1461361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1452485.000000 Penalty: 4655.109375
	Iteration 0F: 3 clusters Score -1452485 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1455209.250000 Penalty: 4655.109375
	Iteration 1F: 3 clusters Score -1455209 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1455631.125000 Penalty: 4655.109375
	Iteration 2F: 3 clusters Score -1455631 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1456055.500000 Penalty: 4655.109375
	Iteration 3F: 3 clusters Score -1456056 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1456557.875000 Penalty: 4655.109375
	Iteration 4F: 3 clusters Score -1456558 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1457110.625000 Penalty: 4655.109375
	Iteration 5F: 3 clusters Score -1457111 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1457751.625000 Penalty: 4655.109375
	Iteration 6F: 3 clusters Score -1457752 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1458481.750000 Penalty: 4655.109375
	Iteration 7F: 3 clusters Score -1458482 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1459106.375000 Penalty: 4655.109375
	Iteration 8F: 3 clusters Score -1459106 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1459608.500000 Penalty: 4655.109375
	Iteration 9Q: 3 clusters Score -1459608 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1459915.500000 Penalty: 4655.109375
	Iteration 10Q: 3 clusters Score -1459916 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1460072.875000 Penalty: 4655.109375
	Iteration 11Q: 3 clusters Score -1460073 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1460146.375000 Penalty: 4655.109375
	Iteration 12Q: 3 clusters Score -1460146 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1460205.125000 Penalty: 4655.109375
	Iteration 13Q: 3 clusters Score -1460205 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1460246.750000 Penalty: 4655.109375
	Iteration 14Q: 3 clusters Score -1460247 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1460262.625000 Penalty: 4655.109375
	Iteration 15Q: 3 clusters Score -1460263 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1460274.375000 Penalty: 4655.109375
	Iteration 16Q: 3 clusters Score -1460274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1460286.125000 Penalty: 4655.109375
	Iteration 17Q: 3 clusters Score -1460286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1460288.375000 Penalty: 4655.109375
	Iteration 18Q: 3 clusters Score -1460288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1460287.875000 Penalty: 4655.109375
	Iteration 19Q: 3 clusters Score -1460288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1460294.625000 Penalty: 4655.109375
	Iteration 20F: 3 clusters Score -1460295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1460295.250000 Penalty: 4655.109375
	Iteration 21Q: 3 clusters Score -1460295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1460296.750000 Penalty: 4655.109375
	Iteration 22Q: 3 clusters Score -1460297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1460303.500000 Penalty: 4655.109375
	Iteration 23Q: 3 clusters Score -1460304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1460304.000000 Penalty: 4655.109375
	Iteration 24Q: 3 clusters Score -1460304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1460311.000000 Penalty: 4655.109375
	Iteration 25Q: 3 clusters Score -1460311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1460316.625000 Penalty: 4655.109375
	Iteration 26Q: 3 clusters Score -1460317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1460319.375000 Penalty: 4655.109375
	Iteration 27Q: 3 clusters Score -1460319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1460321.125000 Penalty: 4655.109375
	Iteration 28Q: 3 clusters Score -1460321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1460322.125000 Penalty: 4655.109375
	Iteration 29Q: 3 clusters Score -1460322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1460324.375000 Penalty: 4655.109375
	Iteration 30Q: 3 clusters Score -1460324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1460325.750000 Penalty: 4655.109375
	Iteration 31Q: 3 clusters Score -1460326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1460327.875000 Penalty: 4655.109375
	Iteration 32Q: 3 clusters Score -1460328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1460328.500000 Penalty: 4655.109375
	Iteration 33Q: 3 clusters Score -1460328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1460332.500000 Penalty: 4655.109375
	Iteration 34Q: 3 clusters Score -1460332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1460337.625000 Penalty: 4655.109375
	Iteration 35Q: 3 clusters Score -1460338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1460339.250000 Penalty: 4655.109375
	Iteration 36Q: 3 clusters Score -1460339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1460339.250000 Penalty: 4655.109375
	Iteration 37Q: 3 clusters Score -1460339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1460339.250000 Penalty: 4655.109375
	Iteration 38F: 3 clusters Score -1460339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Entering Unmasked Estep 
Score: -3859842.000000 Penalty: 2566.966064
	Iteration 0F: 2 clusters Score -3859842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -3838432.000000 Penalty: 5133.932129
	Iteration 0F: 3 clusters Score -3838432 nChanged 14059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -3846458.250000 Penalty: 5133.932129
	Iteration 1F: 3 clusters Score -3846458 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -3847110.250000 Penalty: 5133.932129
	Iteration 2F: 3 clusters Score -3847110 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3847767.500000 Penalty: 5133.932129
	Iteration 3Q: 3 clusters Score -3847768 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -3848544.500000 Penalty: 5133.932129
	Iteration 4F: 3 clusters Score -3848544 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -3849498.750000 Penalty: 5133.932129
	Iteration 5F: 3 clusters Score -3849499 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -3850646.500000 Penalty: 5133.932129
	Iteration 6F: 3 clusters Score -3850646 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -3851789.250000 Penalty: 5133.932129
	Iteration 7F: 3 clusters Score -3851789 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -3852769.500000 Penalty: 5133.932129
	Iteration 8F: 3 clusters Score -3852770 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -3853676.000000 Penalty: 5133.932129
	Iteration 9Q: 3 clusters Score -3853676 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -3854387.500000 Penalty: 5133.932129
	Iteration 10Q: 3 clusters Score -3854388 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -3854921.750000 Penalty: 5133.932129
	Iteration 11Q: 3 clusters Score -3854922 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -3855273.500000 Penalty: 5133.932129
	Iteration 12Q: 3 clusters Score -3855274 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -3855541.250000 Penalty: 5133.932129
	Iteration 13Q: 3 clusters Score -3855541 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -3855780.750000 Penalty: 5133.932129
	Iteration 14Q: 3 clusters Score -3855781 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -3855968.250000 Penalty: 5133.932129
	Iteration 15Q: 3 clusters Score -3855968 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -3856178.500000 Penalty: 5133.932129
	Iteration 16Q: 3 clusters Score -3856178 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -3856359.500000 Penalty: 5133.932129
	Iteration 17Q: 3 clusters Score -3856360 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -3856504.250000 Penalty: 5133.932129
	Iteration 18Q: 3 clusters Score -3856504 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -3856670.750000 Penalty: 5133.932129
	Iteration 19Q: 3 clusters Score -3856671 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -3856796.250000 Penalty: 5133.932129
	Iteration 20F: 3 clusters Score -3856796 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -3856916.750000 Penalty: 5133.932129
	Iteration 21Q: 3 clusters Score -3856917 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3857009.500000 Penalty: 5133.932129
	Iteration 22Q: 3 clusters Score -3857010 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -3857091.000000 Penalty: 5133.932129
	Iteration 23Q: 3 clusters Score -3857091 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3857121.750000 Penalty: 5133.932129
	Iteration 24Q: 3 clusters Score -3857122 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3857167.500000 Penalty: 5133.932129
	Iteration 25Q: 3 clusters Score -3857168 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3857194.750000 Penalty: 5133.932129
	Iteration 26Q: 3 clusters Score -3857195 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3857239.750000 Penalty: 5133.932129
	Iteration 27Q: 3 clusters Score -3857240 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3857282.750000 Penalty: 5133.932129
	Iteration 28Q: 3 clusters Score -3857283 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3857311.750000 Penalty: 5133.932129
	Iteration 29Q: 3 clusters Score -3857312 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3857331.500000 Penalty: 5133.932129
	Iteration 30Q: 3 clusters Score -3857332 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3857374.500000 Penalty: 5133.932129
	Iteration 31Q: 3 clusters Score -3857374 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3857399.500000 Penalty: 5133.932129
	Iteration 32Q: 3 clusters Score -3857400 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3857438.250000 Penalty: 5133.932129
	Iteration 33Q: 3 clusters Score -3857438 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3857448.250000 Penalty: 5133.932129
	Iteration 34Q: 3 clusters Score -3857448 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3857471.250000 Penalty: 5133.932129
	Iteration 35Q: 3 clusters Score -3857471 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3857486.250000 Penalty: 5133.932129
	Iteration 36Q: 3 clusters Score -3857486 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3857504.750000 Penalty: 5133.932129
	Iteration 37Q: 3 clusters Score -3857505 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3857522.000000 Penalty: 5133.932129
	Iteration 38Q: 3 clusters Score -3857522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3857528.750000 Penalty: 5133.932129
	Iteration 39Q: 3 clusters Score -3857529 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3857538.500000 Penalty: 5133.932129
	Iteration 40F: 3 clusters Score -3857538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3857553.250000 Penalty: 5133.932129
	Iteration 41Q: 3 clusters Score -3857553 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3857563.000000 Penalty: 5133.932129
	Iteration 42Q: 3 clusters Score -3857563 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3857568.750000 Penalty: 5133.932129
	Iteration 43Q: 3 clusters Score -3857569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3857582.250000 Penalty: 5133.932129
	Iteration 44Q: 3 clusters Score -3857582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3857591.250000 Penalty: 5133.932129
	Iteration 45Q: 3 clusters Score -3857591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3857600.500000 Penalty: 5133.932129
	Iteration 46Q: 3 clusters Score -3857600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3857613.750000 Penalty: 5133.932129
	Iteration 47Q: 3 clusters Score -3857614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3857621.000000 Penalty: 5133.932129
	Iteration 48Q: 3 clusters Score -3857621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3857628.750000 Penalty: 5133.932129
	Iteration 49Q: 3 clusters Score -3857629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3857632.250000 Penalty: 5133.932129
	Iteration 50Q: 3 clusters Score -3857632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3857639.750000 Penalty: 5133.932129
	Iteration 51Q: 3 clusters Score -3857640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3857642.250000 Penalty: 5133.932129
	Iteration 52Q: 3 clusters Score -3857642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3857644.250000 Penalty: 5133.932129
	Iteration 53Q: 3 clusters Score -3857644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3857658.500000 Penalty: 5133.932129
	Iteration 54Q: 3 clusters Score -3857658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3857651.750000 Penalty: 5133.932129
	Iteration 55Q: 3 clusters Score -3857652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3857655.750000 Penalty: 5133.932129
	Iteration 56Q: 3 clusters Score -3857656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3857664.000000 Penalty: 5133.932129
	Iteration 57Q: 3 clusters Score -3857664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3857661.500000 Penalty: 5133.932129
	Iteration 58Q: 3 clusters Score -3857662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3857664.000000 Penalty: 5133.932129
	Iteration 59Q: 3 clusters Score -3857664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3857665.250000 Penalty: 5133.932129
	Iteration 60F: 3 clusters Score -3857665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3857668.000000 Penalty: 5133.932129
	Iteration 61Q: 3 clusters Score -3857668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3857666.500000 Penalty: 5133.932129
	Iteration 62Q: 3 clusters Score -3857666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3857671.000000 Penalty: 5133.932129
	Iteration 63Q: 3 clusters Score -3857671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3857674.000000 Penalty: 5133.932129
	Iteration 64Q: 3 clusters Score -3857674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3857677.750000 Penalty: 5133.932129
	Iteration 65Q: 3 clusters Score -3857678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3857676.000000 Penalty: 5133.932129
	Iteration 66Q: 3 clusters Score -3857676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3857686.000000 Penalty: 5133.932129
	Iteration 67Q: 3 clusters Score -3857686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3857688.000000 Penalty: 5133.932129
	Iteration 68Q: 3 clusters Score -3857688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3857688.000000 Penalty: 5133.932129
	Iteration 69Q: 3 clusters Score -3857688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3857692.250000 Penalty: 5133.932129
	Iteration 70Q: 3 clusters Score -3857692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3857688.000000 Penalty: 5133.932129
	Iteration 71Q: 3 clusters Score -3857688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3857694.250000 Penalty: 5133.932129
	Iteration 72Q: 3 clusters Score -3857694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3857694.250000 Penalty: 5133.932129
	Iteration 73Q: 3 clusters Score -3857694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3857696.500000 Penalty: 5133.932129
	Iteration 74Q: 3 clusters Score -3857696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3857691.250000 Penalty: 5133.932129
	Iteration 75Q: 3 clusters Score -3857691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3857696.250000 Penalty: 5133.932129
	Iteration 76Q: 3 clusters Score -3857696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3857696.500000 Penalty: 5133.932129
	Iteration 77Q: 3 clusters Score -3857696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3857696.750000 Penalty: 5133.932129
	Iteration 78Q: 3 clusters Score -3857697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3857696.750000 Penalty: 5133.932129
	Iteration 79Q: 3 clusters Score -3857697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3857695.000000 Penalty: 5133.932129
	Iteration 80F: 3 clusters Score -3857695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3857703.500000 Penalty: 5133.932129
	Iteration 81Q: 3 clusters Score -3857704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3857702.250000 Penalty: 5133.932129
	Iteration 82Q: 3 clusters Score -3857702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3857701.500000 Penalty: 5133.932129
	Iteration 83Q: 3 clusters Score -3857702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3857705.500000 Penalty: 5133.932129
	Iteration 84Q: 3 clusters Score -3857706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3857708.500000 Penalty: 5133.932129
	Iteration 85Q: 3 clusters Score -3857708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3857708.250000 Penalty: 5133.932129
	Iteration 86Q: 3 clusters Score -3857708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3857708.250000 Penalty: 5133.932129
	Iteration 87F: 3 clusters Score -3857708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Entering Unmasked Estep 
Score: -1335252.875000 Penalty: 2311.382568
	Iteration 0F: 2 clusters Score -1335253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1326775.000000 Penalty: 4622.765137
	Iteration 0F: 3 clusters Score -1326775 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1329304.000000 Penalty: 4622.765137
	Iteration 1F: 3 clusters Score -1329304 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1329653.125000 Penalty: 4622.765137
	Iteration 2F: 3 clusters Score -1329653 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1329996.000000 Penalty: 4622.765137
	Iteration 3F: 3 clusters Score -1329996 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1330366.000000 Penalty: 4622.765137
	Iteration 4F: 3 clusters Score -1330366 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1330756.125000 Penalty: 4622.765137
	Iteration 5F: 3 clusters Score -1330756 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1331091.875000 Penalty: 4622.765137
	Iteration 6Q: 3 clusters Score -1331092 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1331386.625000 Penalty: 4622.765137
	Iteration 7Q: 3 clusters Score -1331387 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1331643.500000 Penalty: 4622.765137
	Iteration 8Q: 3 clusters Score -1331644 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1331881.125000 Penalty: 4622.765137
	Iteration 9Q: 3 clusters Score -1331881 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1332083.000000 Penalty: 4622.765137
	Iteration 10Q: 3 clusters Score -1332083 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1332262.375000 Penalty: 4622.765137
	Iteration 11Q: 3 clusters Score -1332262 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1332397.250000 Penalty: 4622.765137
	Iteration 12Q: 3 clusters Score -1332397 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1332522.375000 Penalty: 4622.765137
	Iteration 13Q: 3 clusters Score -1332522 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1332632.125000 Penalty: 4622.765137
	Iteration 14Q: 3 clusters Score -1332632 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1332729.250000 Penalty: 4622.765137
	Iteration 15Q: 3 clusters Score -1332729 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1332791.125000 Penalty: 4622.765137
	Iteration 16Q: 3 clusters Score -1332791 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1332863.125000 Penalty: 4622.765137
	Iteration 17Q: 3 clusters Score -1332863 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1332946.500000 Penalty: 4622.765137
	Iteration 18Q: 3 clusters Score -1332946 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1333010.375000 Penalty: 4622.765137
	Iteration 19Q: 3 clusters Score -1333010 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1333053.875000 Penalty: 4622.765137
	Iteration 20F: 3 clusters Score -1333054 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1333116.625000 Penalty: 4622.765137
	Iteration 21Q: 3 clusters Score -1333117 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1333175.000000 Penalty: 4622.765137
	Iteration 22Q: 3 clusters Score -1333175 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1333234.375000 Penalty: 4622.765137
	Iteration 23Q: 3 clusters Score -1333234 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1333311.125000 Penalty: 4622.765137
	Iteration 24Q: 3 clusters Score -1333311 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1333398.375000 Penalty: 4622.765137
	Iteration 25Q: 3 clusters Score -1333398 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1333498.875000 Penalty: 4622.765137
	Iteration 26Q: 3 clusters Score -1333499 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1333591.875000 Penalty: 4622.765137
	Iteration 27Q: 3 clusters Score -1333592 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1333655.125000 Penalty: 4622.765137
	Iteration 28Q: 3 clusters Score -1333655 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1333696.875000 Penalty: 4622.765137
	Iteration 29Q: 3 clusters Score -1333697 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1333732.375000 Penalty: 4622.765137
	Iteration 30Q: 3 clusters Score -1333732 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1333759.125000 Penalty: 4622.765137
	Iteration 31Q: 3 clusters Score -1333759 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1333780.125000 Penalty: 4622.765137
	Iteration 32Q: 3 clusters Score -1333780 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1333800.875000 Penalty: 4622.765137
	Iteration 33Q: 3 clusters Score -1333801 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1333818.125000 Penalty: 4622.765137
	Iteration 34Q: 3 clusters Score -1333818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1333830.375000 Penalty: 4622.765137
	Iteration 35Q: 3 clusters Score -1333830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1333843.500000 Penalty: 4622.765137
	Iteration 36Q: 3 clusters Score -1333844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1333852.750000 Penalty: 4622.765137
	Iteration 37Q: 3 clusters Score -1333853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1333860.625000 Penalty: 4622.765137
	Iteration 38Q: 3 clusters Score -1333861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1333871.750000 Penalty: 4622.765137
	Iteration 39Q: 3 clusters Score -1333872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1333882.875000 Penalty: 4622.765137
	Iteration 40F: 3 clusters Score -1333883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1333886.375000 Penalty: 4622.765137
	Iteration 41Q: 3 clusters Score -1333886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1333888.500000 Penalty: 4622.765137
	Iteration 42Q: 3 clusters Score -1333888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1333893.625000 Penalty: 4622.765137
	Iteration 43Q: 3 clusters Score -1333894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1333898.500000 Penalty: 4622.765137
	Iteration 44Q: 3 clusters Score -1333898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1333906.875000 Penalty: 4622.765137
	Iteration 45Q: 3 clusters Score -1333907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1333907.375000 Penalty: 4622.765137
	Iteration 46Q: 3 clusters Score -1333907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1333910.750000 Penalty: 4622.765137
	Iteration 47Q: 3 clusters Score -1333911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1333912.375000 Penalty: 4622.765137
	Iteration 48Q: 3 clusters Score -1333912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1333911.000000 Penalty: 4622.765137
	Iteration 49Q: 3 clusters Score -1333911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1333910.375000 Penalty: 4622.765137
	Iteration 50Q: 3 clusters Score -1333910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1333909.375000 Penalty: 4622.765137
	Iteration 51Q: 3 clusters Score -1333909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1333909.375000 Penalty: 4622.765137
	Iteration 52F: 3 clusters Score -1333909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Entering Unmasked Estep 
Score: -3265130.000000 Penalty: 2527.413086
	Iteration 0F: 2 clusters Score -3265130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -3246697.000000 Penalty: 5054.826172
	Iteration 0F: 3 clusters Score -3246697 nChanged 11815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -3252991.000000 Penalty: 5054.826172
	Iteration 1F: 3 clusters Score -3252991 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -3253386.750000 Penalty: 5054.826172
	Iteration 2Q: 3 clusters Score -3253387 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -3253740.250000 Penalty: 5054.826172
	Iteration 3Q: 3 clusters Score -3253740 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -3254044.500000 Penalty: 5054.826172
	Iteration 4Q: 3 clusters Score -3254044 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -3254350.500000 Penalty: 5054.826172
	Iteration 5Q: 3 clusters Score -3254350 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -3254671.500000 Penalty: 5054.826172
	Iteration 6Q: 3 clusters Score -3254672 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -3255030.000000 Penalty: 5054.826172
	Iteration 7Q: 3 clusters Score -3255030 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -3255428.000000 Penalty: 5054.826172
	Iteration 8Q: 3 clusters Score -3255428 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -3255820.500000 Penalty: 5054.826172
	Iteration 9Q: 3 clusters Score -3255820 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3256145.500000 Penalty: 5054.826172
	Iteration 10Q: 3 clusters Score -3256146 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -3256492.750000 Penalty: 5054.826172
	Iteration 11Q: 3 clusters Score -3256493 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -3256844.250000 Penalty: 5054.826172
	Iteration 12Q: 3 clusters Score -3256844 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -3257181.750000 Penalty: 5054.826172
	Iteration 13Q: 3 clusters Score -3257182 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3257505.500000 Penalty: 5054.826172
	Iteration 14Q: 3 clusters Score -3257506 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3257827.750000 Penalty: 5054.826172
	Iteration 15Q: 3 clusters Score -3257828 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -3258151.500000 Penalty: 5054.826172
	Iteration 16Q: 3 clusters Score -3258152 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -3258490.750000 Penalty: 5054.826172
	Iteration 17Q: 3 clusters Score -3258491 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -3258847.250000 Penalty: 5054.826172
	Iteration 18Q: 3 clusters Score -3258847 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3259243.000000 Penalty: 5054.826172
	Iteration 19Q: 3 clusters Score -3259243 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -3259662.000000 Penalty: 5054.826172
	Iteration 20F: 3 clusters Score -3259662 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -3260099.250000 Penalty: 5054.826172
	Iteration 21Q: 3 clusters Score -3260099 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -3260490.500000 Penalty: 5054.826172
	Iteration 22Q: 3 clusters Score -3260490 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -3260866.750000 Penalty: 5054.826172
	Iteration 23Q: 3 clusters Score -3260867 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -3261143.500000 Penalty: 5054.826172
	Iteration 24Q: 3 clusters Score -3261144 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -3261365.250000 Penalty: 5054.826172
	Iteration 25Q: 3 clusters Score -3261365 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -3261582.500000 Penalty: 5054.826172
	Iteration 26Q: 3 clusters Score -3261582 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -3261746.000000 Penalty: 5054.826172
	Iteration 27Q: 3 clusters Score -3261746 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -3261893.500000 Penalty: 5054.826172
	Iteration 28Q: 3 clusters Score -3261894 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -3262008.250000 Penalty: 5054.826172
	Iteration 29Q: 3 clusters Score -3262008 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -3262088.500000 Penalty: 5054.826172
	Iteration 30Q: 3 clusters Score -3262088 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -3262178.250000 Penalty: 5054.826172
	Iteration 31Q: 3 clusters Score -3262178 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3262277.250000 Penalty: 5054.826172
	Iteration 32Q: 3 clusters Score -3262277 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -3262366.500000 Penalty: 5054.826172
	Iteration 33Q: 3 clusters Score -3262366 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -3262444.000000 Penalty: 5054.826172
	Iteration 34Q: 3 clusters Score -3262444 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -3262515.500000 Penalty: 5054.826172
	Iteration 35Q: 3 clusters Score -3262516 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -3262598.750000 Penalty: 5054.826172
	Iteration 36Q: 3 clusters Score -3262599 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -3262662.000000 Penalty: 5054.826172
	Iteration 37Q: 3 clusters Score -3262662 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -3262720.250000 Penalty: 5054.826172
	Iteration 38Q: 3 clusters Score -3262720 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -3262759.500000 Penalty: 5054.826172
	Iteration 39Q: 3 clusters Score -3262760 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -3262792.750000 Penalty: 5054.826172
	Iteration 40F: 3 clusters Score -3262793 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -3262826.750000 Penalty: 5054.826172
	Iteration 41Q: 3 clusters Score -3262827 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -3262851.750000 Penalty: 5054.826172
	Iteration 42Q: 3 clusters Score -3262852 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -3262859.500000 Penalty: 5054.826172
	Iteration 43Q: 3 clusters Score -3262860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -3262885.000000 Penalty: 5054.826172
	Iteration 44Q: 3 clusters Score -3262885 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3262891.250000 Penalty: 5054.826172
	Iteration 45Q: 3 clusters Score -3262891 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3262916.000000 Penalty: 5054.826172
	Iteration 46Q: 3 clusters Score -3262916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -3262927.750000 Penalty: 5054.826172
	Iteration 47Q: 3 clusters Score -3262928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -3262937.000000 Penalty: 5054.826172
	Iteration 48Q: 3 clusters Score -3262937 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -3262951.750000 Penalty: 5054.826172
	Iteration 49Q: 3 clusters Score -3262952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3262953.000000 Penalty: 5054.826172
	Iteration 50Q: 3 clusters Score -3262953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -3262961.750000 Penalty: 5054.826172
	Iteration 51Q: 3 clusters Score -3262962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3262955.500000 Penalty: 5054.826172
	Iteration 52Q: 3 clusters Score -3262956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -3262979.750000 Penalty: 5054.826172
	Iteration 53Q: 3 clusters Score -3262980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -3262985.250000 Penalty: 5054.826172
	Iteration 54Q: 3 clusters Score -3262985 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -3262988.250000 Penalty: 5054.826172
	Iteration 55Q: 3 clusters Score -3262988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -3262990.500000 Penalty: 5054.826172
	Iteration 56Q: 3 clusters Score -3262990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -3262992.750000 Penalty: 5054.826172
	Iteration 57Q: 3 clusters Score -3262993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -3262994.750000 Penalty: 5054.826172
	Iteration 58Q: 3 clusters Score -3262995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -3263002.500000 Penalty: 5054.826172
	Iteration 59Q: 3 clusters Score -3263002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -3263009.750000 Penalty: 5054.826172
	Iteration 60F: 3 clusters Score -3263010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3263014.500000 Penalty: 5054.826172
	Iteration 61Q: 3 clusters Score -3263014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -3263011.500000 Penalty: 5054.826172
	Iteration 62Q: 3 clusters Score -3263012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -3263015.000000 Penalty: 5054.826172
	Iteration 63Q: 3 clusters Score -3263015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -3263015.000000 Penalty: 5054.826172
	Iteration 64Q: 3 clusters Score -3263015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3263018.000000 Penalty: 5054.826172
	Iteration 65Q: 3 clusters Score -3263018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -3263020.250000 Penalty: 5054.826172
	Iteration 66Q: 3 clusters Score -3263020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -3263021.500000 Penalty: 5054.826172
	Iteration 67Q: 3 clusters Score -3263022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -3263021.750000 Penalty: 5054.826172
	Iteration 68Q: 3 clusters Score -3263022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3263018.000000 Penalty: 5054.826172
	Iteration 69Q: 3 clusters Score -3263018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3263021.500000 Penalty: 5054.826172
	Iteration 70Q: 3 clusters Score -3263022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3263023.750000 Penalty: 5054.826172
	Iteration 71Q: 3 clusters Score -3263024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -3263026.000000 Penalty: 5054.826172
	Iteration 72Q: 3 clusters Score -3263026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -3263025.250000 Penalty: 5054.826172
	Iteration 73Q: 3 clusters Score -3263025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3263025.750000 Penalty: 5054.826172
	Iteration 74Q: 3 clusters Score -3263026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -3263029.500000 Penalty: 5054.826172
	Iteration 75Q: 3 clusters Score -3263030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -3263027.750000 Penalty: 5054.826172
	Iteration 76Q: 3 clusters Score -3263028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3263029.750000 Penalty: 5054.826172
	Iteration 77Q: 3 clusters Score -3263030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3263030.500000 Penalty: 5054.826172
	Iteration 78Q: 3 clusters Score -3263030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -3263027.500000 Penalty: 5054.826172
	Iteration 79Q: 3 clusters Score -3263028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -3263028.000000 Penalty: 5054.826172
	Iteration 80F: 3 clusters Score -3263028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -3263031.250000 Penalty: 5054.826172
	Iteration 81Q: 3 clusters Score -3263031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -3263031.250000 Penalty: 5054.826172
	Iteration 82F: 3 clusters Score -3263031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (230893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230893 members 
Entering Unmasked Estep 
Score: -28177840.000000 Penalty: 3062.728027
	Iteration 0F: 2 clusters Score -2.817784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115088 members 
Mstep: Class 2 contains 115805 members 
Entering Unmasked Estep 
Score: -28026132.000000 Penalty: 6125.456055
	Iteration 0F: 3 clusters Score -2.802613e+07 nChanged 111371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107543 members 
Mstep: Class 2 contains 123350 members 
Entering Unmasked Estep 
Score: -28091988.000000 Penalty: 6125.456055
	Iteration 1F: 3 clusters Score -2.809199e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101959 members 
Mstep: Class 2 contains 128934 members 
Entering Unmasked Estep 
Score: -28094350.000000 Penalty: 6125.456055
	Iteration 2Q: 3 clusters Score -2.809435e+07 nChanged 10330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93299 members 
Mstep: Class 2 contains 137594 members 
Entering Unmasked Estep 
Score: -28098780.000000 Penalty: 6125.456055
	Iteration 3Q: 3 clusters Score -2.809878e+07 nChanged 14139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80350 members 
Mstep: Class 2 contains 150543 members 
Entering Unmasked Estep 
Score: -28106858.000000 Penalty: 6125.456055
	Iteration 4F: 3 clusters Score -2.810686e+07 nChanged 18419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62751 members 
Mstep: Class 2 contains 168142 members 
Entering Unmasked Estep 
Score: -28119974.000000 Penalty: 6125.456055
	Iteration 5F: 3 clusters Score -2.811997e+07 nChanged 20476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 188154 members 
Entering Unmasked Estep 
Score: -28136970.000000 Penalty: 6125.456055
	Iteration 6F: 3 clusters Score -2.813697e+07 nChanged 18356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 206332 members 
Entering Unmasked Estep 
Score: -28152976.000000 Penalty: 6125.456055
	Iteration 7F: 3 clusters Score -2.815298e+07 nChanged 12750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 219050 members 
Entering Unmasked Estep 
Score: -28164656.000000 Penalty: 6125.456055
	Iteration 8F: 3 clusters Score -2.816466e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 226056 members 
Entering Unmasked Estep 
Score: -28171110.000000 Penalty: 6125.456055
	Iteration 9Q: 3 clusters Score -2.817111e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 229043 members 
Entering Unmasked Estep 
Score: -28173556.000000 Penalty: 6125.456055
	Iteration 10Q: 3 clusters Score -2.817356e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 230041 members 
Entering Unmasked Estep 
Score: -28174348.000000 Penalty: 6125.456055
	Iteration 11Q: 3 clusters Score -2.817435e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 230355 members 
Entering Unmasked Estep 
Score: -28174662.000000 Penalty: 6125.456055
	Iteration 12Q: 3 clusters Score -2.817466e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 230453 members 
Entering Unmasked Estep 
Score: -28174784.000000 Penalty: 6125.456055
	Iteration 13Q: 3 clusters Score -2.817478e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 230508 members 
Entering Unmasked Estep 
Score: -28174850.000000 Penalty: 6125.456055
	Iteration 14Q: 3 clusters Score -2.817485e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 230531 members 
Entering Unmasked Estep 
Score: -28174914.000000 Penalty: 6125.456055
	Iteration 15Q: 3 clusters Score -2.817491e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 230549 members 
Entering Unmasked Estep 
Score: -28174924.000000 Penalty: 6125.456055
	Iteration 16Q: 3 clusters Score -2.817492e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 230558 members 
Entering Unmasked Estep 
Score: -28174942.000000 Penalty: 6125.456055
	Iteration 17Q: 3 clusters Score -2.817494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 230563 members 
Entering Unmasked Estep 
Score: -28174960.000000 Penalty: 6125.456055
	Iteration 18Q: 3 clusters Score -2.817496e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 230564 members 
Entering Unmasked Estep 
Score: -28174970.000000 Penalty: 6125.456055
	Iteration 19Q: 3 clusters Score -2.817497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 230560 members 
Entering Unmasked Estep 
Score: -28174986.000000 Penalty: 6125.456055
	Iteration 20F: 3 clusters Score -2.817499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 230558 members 
Entering Unmasked Estep 
Score: -28174986.000000 Penalty: 6125.456055
	Iteration 21Q: 3 clusters Score -2.817499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 230558 members 
Entering Unmasked Estep 
Score: -28174986.000000 Penalty: 6125.456055
	Iteration 22F: 3 clusters Score -2.817499e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -102019.273438 Penalty: 1691.634644
	Iteration 0F: 2 clusters Score -102019.3 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 464 members 
Entering Unmasked Estep 
Score: -100129.468750 Penalty: 3383.269287
	Iteration 0F: 3 clusters Score -100129.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -100428.085938 Penalty: 3383.269287
	Iteration 1F: 3 clusters Score -100428.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -100560.492188 Penalty: 3383.269287
	Iteration 2F: 3 clusters Score -100560.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -100687.476562 Penalty: 3383.269287
	Iteration 3F: 3 clusters Score -100687.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -100856.570312 Penalty: 3383.269287
	Iteration 4F: 3 clusters Score -100856.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -101112.703125 Penalty: 3383.269287
	Iteration 5F: 3 clusters Score -101112.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -101370.718750 Penalty: 3383.269287
	Iteration 6F: 3 clusters Score -101370.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -102081.351562 Penalty: 3383.269287
	Iteration 7F: 3 clusters Score -102081.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -102576.710938 Penalty: 3383.269287
	Iteration 8Q: 3 clusters Score -102576.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -103057.476562 Penalty: 3383.269287
	Iteration 9Q: 3 clusters Score -103057.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -103275.281250 Penalty: 3383.269287
	Iteration 10Q: 3 clusters Score -103275.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -103370.523438 Penalty: 3383.269287
	Iteration 11Q: 3 clusters Score -103370.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -103381.421875 Penalty: 3383.269287
	Iteration 12Q: 3 clusters Score -103381.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -103385.117188 Penalty: 3383.269287
	Iteration 13Q: 3 clusters Score -103385.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -103386.437500 Penalty: 3383.269287
	Iteration 14Q: 3 clusters Score -103386.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -103390.687500 Penalty: 3383.269287
	Iteration 15Q: 3 clusters Score -103390.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -103401.406250 Penalty: 3383.269287
	Iteration 16Q: 3 clusters Score -103401.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -103453.125000 Penalty: 3383.269287
	Iteration 17Q: 3 clusters Score -103453.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -103612.937500 Penalty: 3383.269287
	Iteration 18Q: 3 clusters Score -103612.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -104085.203125 Penalty: 3383.269287
	Iteration 19Q: 3 clusters Score -104085.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -104085.203125 Penalty: 3383.269287
	Iteration 20F: 3 clusters Score -104085.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65386 members 
Mstep: Class 2 contains 11757 members 
Mstep: Class 3 contains 116881 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47918 members 
Mstep: Class 6 contains 160398 members 
Mstep: Class 7 contains 66961 members 
Mstep: Class 8 contains 15489 members 
Mstep: Class 9 contains 8803 members 
Mstep: Class 10 contains 37304 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 192913 members 
Mstep: Class 13 contains 128720 members 
Mstep: Class 14 contains 23304 members 
Mstep: Class 15 contains 9777 members 
Mstep: Class 16 contains 9844 members 
Mstep: Class 17 contains 11912 members 
Mstep: Class 18 contains 31278 members 
Mstep: Class 19 contains 11160 members 
Mstep: Class 20 contains 26667 members 
Mstep: Class 21 contains 230893 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 55890 members 
Mstep: Class 24 contains 16203 members 
Mstep: Class 25 contains 6146 members 
Mstep: Class 26 contains 31605 members 
Mstep: Class 27 contains 1200 members 
Mstep: Class 28 contains 12109 members 
Mstep: Class 29 contains 551 members 
Entering Unmasked Estep 
Score: -158461280.000000 Penalty: 101426.492188
Splitting cluster 22 changes total score from -158460992.000000 to -158461280.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 23 (55890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55890 members 
Entering Unmasked Estep 
Score: -6685594.000000 Penalty: 2710.922852
	Iteration 0F: 2 clusters Score -6685594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -6648147.500000 Penalty: 5421.845703
	Iteration 0F: 3 clusters Score -6648148 nChanged 26039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -6662944.000000 Penalty: 5421.845703
	Iteration 1F: 3 clusters Score -6662944 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -6663640.000000 Penalty: 5421.845703
	Iteration 2Q: 3 clusters Score -6663640 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -6664292.000000 Penalty: 5421.845703
	Iteration 3Q: 3 clusters Score -6664292 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -6665063.000000 Penalty: 5421.845703
	Iteration 4Q: 3 clusters Score -6665063 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -6665953.000000 Penalty: 5421.845703
	Iteration 5Q: 3 clusters Score -6665953 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -6667088.500000 Penalty: 5421.845703
	Iteration 6Q: 3 clusters Score -6667088 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -6668574.500000 Penalty: 5421.845703
	Iteration 7F: 3 clusters Score -6668574 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -6670505.000000 Penalty: 5421.845703
	Iteration 8F: 3 clusters Score -6670505 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -6672743.500000 Penalty: 5421.845703
	Iteration 9F: 3 clusters Score -6672744 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -6674981.000000 Penalty: 5421.845703
	Iteration 10F: 3 clusters Score -6674981 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -6676994.000000 Penalty: 5421.845703
	Iteration 11Q: 3 clusters Score -6676994 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -6678548.000000 Penalty: 5421.845703
	Iteration 12Q: 3 clusters Score -6678548 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -6679767.500000 Penalty: 5421.845703
	Iteration 13Q: 3 clusters Score -6679768 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51412 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -6680750.000000 Penalty: 5421.845703
	Iteration 14Q: 3 clusters Score -6680750 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52384 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -6681597.000000 Penalty: 5421.845703
	Iteration 15Q: 3 clusters Score -6681597 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -6682331.000000 Penalty: 5421.845703
	Iteration 16Q: 3 clusters Score -6682331 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -6682937.000000 Penalty: 5421.845703
	Iteration 17Q: 3 clusters Score -6682937 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6683411.500000 Penalty: 5421.845703
	Iteration 18Q: 3 clusters Score -6683412 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54381 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6683787.000000 Penalty: 5421.845703
	Iteration 19Q: 3 clusters Score -6683787 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -6684004.000000 Penalty: 5421.845703
	Iteration 20F: 3 clusters Score -6684004 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54646 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -6684151.000000 Penalty: 5421.845703
	Iteration 21Q: 3 clusters Score -6684151 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6684289.500000 Penalty: 5421.845703
	Iteration 22Q: 3 clusters Score -6684290 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54800 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6684391.000000 Penalty: 5421.845703
	Iteration 23Q: 3 clusters Score -6684391 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6684473.000000 Penalty: 5421.845703
	Iteration 24Q: 3 clusters Score -6684473 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54908 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6684537.000000 Penalty: 5421.845703
	Iteration 25Q: 3 clusters Score -6684537 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54945 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6684592.500000 Penalty: 5421.845703
	Iteration 26Q: 3 clusters Score -6684592 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6684648.000000 Penalty: 5421.845703
	Iteration 27Q: 3 clusters Score -6684648 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6684666.500000 Penalty: 5421.845703
	Iteration 28Q: 3 clusters Score -6684666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -6684688.500000 Penalty: 5421.845703
	Iteration 29Q: 3 clusters Score -6684688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6684688.500000 Penalty: 5421.845703
	Iteration 30Q: 3 clusters Score -6684688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6684715.500000 Penalty: 5421.845703
	Iteration 31Q: 3 clusters Score -6684716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55042 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6684739.000000 Penalty: 5421.845703
	Iteration 32Q: 3 clusters Score -6684739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6684745.500000 Penalty: 5421.845703
	Iteration 33Q: 3 clusters Score -6684746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6684764.500000 Penalty: 5421.845703
	Iteration 34Q: 3 clusters Score -6684764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55078 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6684780.500000 Penalty: 5421.845703
	Iteration 35Q: 3 clusters Score -6684780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55090 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6684795.000000 Penalty: 5421.845703
	Iteration 36Q: 3 clusters Score -6684795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6684799.000000 Penalty: 5421.845703
	Iteration 37Q: 3 clusters Score -6684799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55103 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6684811.500000 Penalty: 5421.845703
	Iteration 38Q: 3 clusters Score -6684812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55114 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6684829.000000 Penalty: 5421.845703
	Iteration 39Q: 3 clusters Score -6684829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55122 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6684854.000000 Penalty: 5421.845703
	Iteration 40F: 3 clusters Score -6684854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55125 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6684850.000000 Penalty: 5421.845703
	Iteration 41Q: 3 clusters Score -6684850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55131 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6684872.000000 Penalty: 5421.845703
	Iteration 42Q: 3 clusters Score -6684872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55145 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6684884.500000 Penalty: 5421.845703
	Iteration 43Q: 3 clusters Score -6684884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6684898.500000 Penalty: 5421.845703
	Iteration 44Q: 3 clusters Score -6684898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6684913.000000 Penalty: 5421.845703
	Iteration 45Q: 3 clusters Score -6684913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6684916.000000 Penalty: 5421.845703
	Iteration 46Q: 3 clusters Score -6684916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6684927.000000 Penalty: 5421.845703
	Iteration 47Q: 3 clusters Score -6684927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55186 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6684929.500000 Penalty: 5421.845703
	Iteration 48Q: 3 clusters Score -6684930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55189 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6684937.500000 Penalty: 5421.845703
	Iteration 49Q: 3 clusters Score -6684938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55189 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6684937.500000 Penalty: 5421.845703
	Iteration 50F: 3 clusters Score -6684938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Entering Unmasked Estep 
Score: -2041999.375000 Penalty: 2403.852051
	Iteration 0F: 2 clusters Score -2041999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2030317.625000 Penalty: 4807.704102
	Iteration 0F: 3 clusters Score -2030318 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2034070.125000 Penalty: 4807.704102
	Iteration 1F: 3 clusters Score -2034070 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2034420.375000 Penalty: 4807.704102
	Iteration 2F: 3 clusters Score -2034420 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2034702.375000 Penalty: 4807.704102
	Iteration 3Q: 3 clusters Score -2034702 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2035005.750000 Penalty: 4807.704102
	Iteration 4Q: 3 clusters Score -2035006 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2035331.125000 Penalty: 4807.704102
	Iteration 5Q: 3 clusters Score -2035331 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2035727.375000 Penalty: 4807.704102
	Iteration 6Q: 3 clusters Score -2035727 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2036160.500000 Penalty: 4807.704102
	Iteration 7Q: 3 clusters Score -2036160 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2036701.000000 Penalty: 4807.704102
	Iteration 8Q: 3 clusters Score -2036701 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2037274.500000 Penalty: 4807.704102
	Iteration 9F: 3 clusters Score -2037274 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2037833.625000 Penalty: 4807.704102
	Iteration 10Q: 3 clusters Score -2037834 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2038415.250000 Penalty: 4807.704102
	Iteration 11Q: 3 clusters Score -2038415 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2038873.875000 Penalty: 4807.704102
	Iteration 12Q: 3 clusters Score -2038874 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2039188.625000 Penalty: 4807.704102
	Iteration 13Q: 3 clusters Score -2039189 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2039410.000000 Penalty: 4807.704102
	Iteration 14Q: 3 clusters Score -2039410 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2039563.000000 Penalty: 4807.704102
	Iteration 15Q: 3 clusters Score -2039563 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2039666.250000 Penalty: 4807.704102
	Iteration 16Q: 3 clusters Score -2039666 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2039732.500000 Penalty: 4807.704102
	Iteration 17Q: 3 clusters Score -2039732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2039781.625000 Penalty: 4807.704102
	Iteration 18Q: 3 clusters Score -2039782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2039810.625000 Penalty: 4807.704102
	Iteration 19Q: 3 clusters Score -2039811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2039833.250000 Penalty: 4807.704102
	Iteration 20F: 3 clusters Score -2039833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2039844.875000 Penalty: 4807.704102
	Iteration 21Q: 3 clusters Score -2039845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2039855.500000 Penalty: 4807.704102
	Iteration 22Q: 3 clusters Score -2039856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2039864.750000 Penalty: 4807.704102
	Iteration 23Q: 3 clusters Score -2039865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2039872.375000 Penalty: 4807.704102
	Iteration 24Q: 3 clusters Score -2039872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2039883.250000 Penalty: 4807.704102
	Iteration 25Q: 3 clusters Score -2039883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2039885.500000 Penalty: 4807.704102
	Iteration 26Q: 3 clusters Score -2039886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2039893.250000 Penalty: 4807.704102
	Iteration 27Q: 3 clusters Score -2039893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2039896.500000 Penalty: 4807.704102
	Iteration 28Q: 3 clusters Score -2039896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2039896.750000 Penalty: 4807.704102
	Iteration 29Q: 3 clusters Score -2039897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2039896.750000 Penalty: 4807.704102
	Iteration 30F: 3 clusters Score -2039897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Entering Unmasked Estep 
Score: -717313.375000 Penalty: 2163.441895
	Iteration 0F: 2 clusters Score -717313.4 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 3035 members 
Entering Unmasked Estep 
Score: -712115.000000 Penalty: 4326.883789
	Iteration 0F: 3 clusters Score -712115 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -713489.625000 Penalty: 4326.883789
	Iteration 1F: 3 clusters Score -713489.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -713888.437500 Penalty: 4326.883789
	Iteration 2F: 3 clusters Score -713888.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -714357.625000 Penalty: 4326.883789
	Iteration 3F: 3 clusters Score -714357.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -714751.812500 Penalty: 4326.883789
	Iteration 4F: 3 clusters Score -714751.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -715061.687500 Penalty: 4326.883789
	Iteration 5F: 3 clusters Score -715061.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -715302.250000 Penalty: 4326.883789
	Iteration 6F: 3 clusters Score -715302.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -715518.375000 Penalty: 4326.883789
	Iteration 7Q: 3 clusters Score -715518.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -715700.875000 Penalty: 4326.883789
	Iteration 8Q: 3 clusters Score -715700.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -715842.250000 Penalty: 4326.883789
	Iteration 9Q: 3 clusters Score -715842.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -715935.375000 Penalty: 4326.883789
	Iteration 10Q: 3 clusters Score -715935.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -715993.812500 Penalty: 4326.883789
	Iteration 11Q: 3 clusters Score -715993.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -716033.375000 Penalty: 4326.883789
	Iteration 12Q: 3 clusters Score -716033.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -716073.937500 Penalty: 4326.883789
	Iteration 13Q: 3 clusters Score -716073.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -716103.500000 Penalty: 4326.883789
	Iteration 14Q: 3 clusters Score -716103.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -716118.062500 Penalty: 4326.883789
	Iteration 15Q: 3 clusters Score -716118.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -716131.250000 Penalty: 4326.883789
	Iteration 16Q: 3 clusters Score -716131.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -716141.375000 Penalty: 4326.883789
	Iteration 17Q: 3 clusters Score -716141.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -716149.937500 Penalty: 4326.883789
	Iteration 18Q: 3 clusters Score -716149.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -716157.937500 Penalty: 4326.883789
	Iteration 19Q: 3 clusters Score -716157.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -716165.875000 Penalty: 4326.883789
	Iteration 20F: 3 clusters Score -716165.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -716167.750000 Penalty: 4326.883789
	Iteration 21Q: 3 clusters Score -716167.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -716170.375000 Penalty: 4326.883789
	Iteration 22Q: 3 clusters Score -716170.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -716174.437500 Penalty: 4326.883789
	Iteration 23Q: 3 clusters Score -716174.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -716177.687500 Penalty: 4326.883789
	Iteration 24Q: 3 clusters Score -716177.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -716180.000000 Penalty: 4326.883789
	Iteration 25Q: 3 clusters Score -716180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -716182.375000 Penalty: 4326.883789
	Iteration 26Q: 3 clusters Score -716182.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -716182.937500 Penalty: 4326.883789
	Iteration 27Q: 3 clusters Score -716182.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -716185.625000 Penalty: 4326.883789
	Iteration 28Q: 3 clusters Score -716185.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -716185.937500 Penalty: 4326.883789
	Iteration 29Q: 3 clusters Score -716185.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -716186.250000 Penalty: 4326.883789
	Iteration 30Q: 3 clusters Score -716186.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -716186.937500 Penalty: 4326.883789
	Iteration 31Q: 3 clusters Score -716186.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -716187.062500 Penalty: 4326.883789
	Iteration 32Q: 3 clusters Score -716187.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -716187.562500 Penalty: 4326.883789
	Iteration 33Q: 3 clusters Score -716187.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -716187.562500 Penalty: 4326.883789
	Iteration 34F: 3 clusters Score -716187.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (31605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Entering Unmasked Estep 
Score: -3850444.500000 Penalty: 2569.545410
	Iteration 0F: 2 clusters Score -3850444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -3828972.000000 Penalty: 5139.090820
	Iteration 0F: 3 clusters Score -3828972 nChanged 14307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -3836907.250000 Penalty: 5139.090820
	Iteration 1F: 3 clusters Score -3836907 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -3837873.000000 Penalty: 5139.090820
	Iteration 2F: 3 clusters Score -3837873 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3839259.000000 Penalty: 5139.090820
	Iteration 3F: 3 clusters Score -3839259 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -3841045.000000 Penalty: 5139.090820
	Iteration 4F: 3 clusters Score -3841045 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -3842768.750000 Penalty: 5139.090820
	Iteration 5F: 3 clusters Score -3842769 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -3844092.000000 Penalty: 5139.090820
	Iteration 6F: 3 clusters Score -3844092 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -3844977.000000 Penalty: 5139.090820
	Iteration 7Q: 3 clusters Score -3844977 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -3845556.000000 Penalty: 5139.090820
	Iteration 8Q: 3 clusters Score -3845556 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -3846053.750000 Penalty: 5139.090820
	Iteration 9Q: 3 clusters Score -3846054 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -3846468.750000 Penalty: 5139.090820
	Iteration 10Q: 3 clusters Score -3846469 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -3846932.250000 Penalty: 5139.090820
	Iteration 11Q: 3 clusters Score -3846932 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3847313.750000 Penalty: 5139.090820
	Iteration 12Q: 3 clusters Score -3847314 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -3847593.750000 Penalty: 5139.090820
	Iteration 13Q: 3 clusters Score -3847594 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -3847790.000000 Penalty: 5139.090820
	Iteration 14Q: 3 clusters Score -3847790 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -3847912.000000 Penalty: 5139.090820
	Iteration 15Q: 3 clusters Score -3847912 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -3847988.500000 Penalty: 5139.090820
	Iteration 16Q: 3 clusters Score -3847988 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -3848057.500000 Penalty: 5139.090820
	Iteration 17Q: 3 clusters Score -3848058 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -3848105.500000 Penalty: 5139.090820
	Iteration 18Q: 3 clusters Score -3848106 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -3848153.750000 Penalty: 5139.090820
	Iteration 19Q: 3 clusters Score -3848154 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -3848195.250000 Penalty: 5139.090820
	Iteration 20F: 3 clusters Score -3848195 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -3848222.750000 Penalty: 5139.090820
	Iteration 21Q: 3 clusters Score -3848223 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -3848254.250000 Penalty: 5139.090820
	Iteration 22Q: 3 clusters Score -3848254 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -3848277.500000 Penalty: 5139.090820
	Iteration 23Q: 3 clusters Score -3848278 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -3848303.500000 Penalty: 5139.090820
	Iteration 24Q: 3 clusters Score -3848304 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -3848323.750000 Penalty: 5139.090820
	Iteration 25Q: 3 clusters Score -3848324 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -3848341.750000 Penalty: 5139.090820
	Iteration 26Q: 3 clusters Score -3848342 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -3848354.500000 Penalty: 5139.090820
	Iteration 27Q: 3 clusters Score -3848354 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -3848364.250000 Penalty: 5139.090820
	Iteration 28Q: 3 clusters Score -3848364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -3848376.750000 Penalty: 5139.090820
	Iteration 29Q: 3 clusters Score -3848377 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -3848388.000000 Penalty: 5139.090820
	Iteration 30Q: 3 clusters Score -3848388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -3848399.000000 Penalty: 5139.090820
	Iteration 31Q: 3 clusters Score -3848399 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -3848397.000000 Penalty: 5139.090820
	Iteration 32Q: 3 clusters Score -3848397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -3848400.500000 Penalty: 5139.090820
	Iteration 33Q: 3 clusters Score -3848400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -3848411.250000 Penalty: 5139.090820
	Iteration 34Q: 3 clusters Score -3848411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -3848410.500000 Penalty: 5139.090820
	Iteration 35Q: 3 clusters Score -3848410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -3848416.750000 Penalty: 5139.090820
	Iteration 36Q: 3 clusters Score -3848417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -3848427.000000 Penalty: 5139.090820
	Iteration 37Q: 3 clusters Score -3848427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -3848428.500000 Penalty: 5139.090820
	Iteration 38Q: 3 clusters Score -3848428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -3848443.750000 Penalty: 5139.090820
	Iteration 39Q: 3 clusters Score -3848444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -3848446.500000 Penalty: 5139.090820
	Iteration 40F: 3 clusters Score -3848446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -3848438.250000 Penalty: 5139.090820
	Iteration 41Q: 3 clusters Score -3848438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -3848438.750000 Penalty: 5139.090820
	Iteration 42Q: 3 clusters Score -3848439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -3848440.500000 Penalty: 5139.090820
	Iteration 43Q: 3 clusters Score -3848440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -3848446.000000 Penalty: 5139.090820
	Iteration 44Q: 3 clusters Score -3848446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -3848447.500000 Penalty: 5139.090820
	Iteration 45Q: 3 clusters Score -3848448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -3848447.500000 Penalty: 5139.090820
	Iteration 46F: 3 clusters Score -3848448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -129748.687500 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -129748.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -127723.046875 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -127723 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -128286.132812 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -128286.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -128640.039062 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -128640 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -128918.554688 Penalty: 3516.678223
	Iteration 3F: 3 clusters Score -128918.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -129142.015625 Penalty: 3516.678223
	Iteration 4Q: 3 clusters Score -129142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -129244.257812 Penalty: 3516.678223
	Iteration 5Q: 3 clusters Score -129244.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -129334.328125 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -129334.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -129417.976562 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -129418 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -129506.312500 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -129506.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -129571.742188 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -129571.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -129673.523438 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -129673.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -129799.742188 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -129799.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -130005.320312 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -130005.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -130193.257812 Penalty: 3516.678223
	Iteration 13Q: 3 clusters Score -130193.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -130396.085938 Penalty: 3516.678223
	Iteration 14Q: 3 clusters Score -130396.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -130529.515625 Penalty: 3516.678223
	Iteration 15Q: 3 clusters Score -130529.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -130778.921875 Penalty: 3516.678223
	Iteration 16Q: 3 clusters Score -130778.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -131053.664062 Penalty: 3516.678223
	Iteration 17Q: 3 clusters Score -131053.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -131115.046875 Penalty: 3516.678223
	Iteration 18Q: 3 clusters Score -131115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -131120.343750 Penalty: 3516.678223
	Iteration 19Q: 3 clusters Score -131120.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -131124.046875 Penalty: 3516.678223
	Iteration 20F: 3 clusters Score -131124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -131126.328125 Penalty: 3516.678223
	Iteration 21Q: 3 clusters Score -131126.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -131127.390625 Penalty: 3516.678223
	Iteration 22Q: 3 clusters Score -131127.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -131128.734375 Penalty: 3516.678223
	Iteration 23Q: 3 clusters Score -131128.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -131128.734375 Penalty: 3516.678223
	Iteration 24F: 3 clusters Score -131128.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65386 members 
Mstep: Class 2 contains 11757 members 
Mstep: Class 3 contains 116881 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47918 members 
Mstep: Class 6 contains 160398 members 
Mstep: Class 7 contains 66961 members 
Mstep: Class 8 contains 15489 members 
Mstep: Class 9 contains 8803 members 
Mstep: Class 10 contains 37304 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 192913 members 
Mstep: Class 13 contains 128720 members 
Mstep: Class 14 contains 23304 members 
Mstep: Class 15 contains 9777 members 
Mstep: Class 16 contains 9844 members 
Mstep: Class 17 contains 11912 members 
Mstep: Class 18 contains 31278 members 
Mstep: Class 19 contains 11160 members 
Mstep: Class 20 contains 26667 members 
Mstep: Class 21 contains 230893 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 55890 members 
Mstep: Class 24 contains 16203 members 
Mstep: Class 25 contains 6146 members 
Mstep: Class 26 contains 31605 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 12109 members 
Mstep: Class 29 contains 551 members 
Mstep: Class 30 contains 620 members 
Entering Unmasked Estep 
Score: -158461184.000000 Penalty: 104923.953125
Splitting cluster 27 changes total score from -158460992.000000 to -158461184.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 28 (12109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Entering Unmasked Estep 
Score: -1390966.375000 Penalty: 2331.622559
	Iteration 0F: 2 clusters Score -1390966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1382040.875000 Penalty: 4663.245117
	Iteration 0F: 3 clusters Score -1382041 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1384892.000000 Penalty: 4663.245117
	Iteration 1F: 3 clusters Score -1384892 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1385366.375000 Penalty: 4663.245117
	Iteration 2F: 3 clusters Score -1385366 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1385732.125000 Penalty: 4663.245117
	Iteration 3F: 3 clusters Score -1385732 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1386037.750000 Penalty: 4663.245117
	Iteration 4Q: 3 clusters Score -1386038 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1386285.625000 Penalty: 4663.245117
	Iteration 5Q: 3 clusters Score -1386286 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1386491.875000 Penalty: 4663.245117
	Iteration 6Q: 3 clusters Score -1386492 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1386670.250000 Penalty: 4663.245117
	Iteration 7Q: 3 clusters Score -1386670 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1386788.250000 Penalty: 4663.245117
	Iteration 8Q: 3 clusters Score -1386788 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1386899.125000 Penalty: 4663.245117
	Iteration 9Q: 3 clusters Score -1386899 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1386985.125000 Penalty: 4663.245117
	Iteration 10Q: 3 clusters Score -1386985 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1387053.875000 Penalty: 4663.245117
	Iteration 11Q: 3 clusters Score -1387054 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1387109.625000 Penalty: 4663.245117
	Iteration 12Q: 3 clusters Score -1387110 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1387164.000000 Penalty: 4663.245117
	Iteration 13Q: 3 clusters Score -1387164 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1387202.875000 Penalty: 4663.245117
	Iteration 14Q: 3 clusters Score -1387203 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1387240.000000 Penalty: 4663.245117
	Iteration 15Q: 3 clusters Score -1387240 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1387273.375000 Penalty: 4663.245117
	Iteration 16Q: 3 clusters Score -1387273 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1387303.625000 Penalty: 4663.245117
	Iteration 17Q: 3 clusters Score -1387304 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1387338.125000 Penalty: 4663.245117
	Iteration 18Q: 3 clusters Score -1387338 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1387377.500000 Penalty: 4663.245117
	Iteration 19Q: 3 clusters Score -1387378 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1387407.875000 Penalty: 4663.245117
	Iteration 20F: 3 clusters Score -1387408 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1387452.750000 Penalty: 4663.245117
	Iteration 21Q: 3 clusters Score -1387453 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1387482.500000 Penalty: 4663.245117
	Iteration 22Q: 3 clusters Score -1387482 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1387516.625000 Penalty: 4663.245117
	Iteration 23Q: 3 clusters Score -1387517 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1387550.375000 Penalty: 4663.245117
	Iteration 24Q: 3 clusters Score -1387550 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1387577.125000 Penalty: 4663.245117
	Iteration 25Q: 3 clusters Score -1387577 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1387616.250000 Penalty: 4663.245117
	Iteration 26Q: 3 clusters Score -1387616 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1387665.500000 Penalty: 4663.245117
	Iteration 27Q: 3 clusters Score -1387666 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1387715.750000 Penalty: 4663.245117
	Iteration 28Q: 3 clusters Score -1387716 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1387768.125000 Penalty: 4663.245117
	Iteration 29Q: 3 clusters Score -1387768 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1387830.875000 Penalty: 4663.245117
	Iteration 30Q: 3 clusters Score -1387831 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1387893.125000 Penalty: 4663.245117
	Iteration 31Q: 3 clusters Score -1387893 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1387968.000000 Penalty: 4663.245117
	Iteration 32Q: 3 clusters Score -1387968 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1388057.625000 Penalty: 4663.245117
	Iteration 33Q: 3 clusters Score -1388058 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1388143.750000 Penalty: 4663.245117
	Iteration 34Q: 3 clusters Score -1388144 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1388235.750000 Penalty: 4663.245117
	Iteration 35Q: 3 clusters Score -1388236 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1388319.875000 Penalty: 4663.245117
	Iteration 36Q: 3 clusters Score -1388320 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1388403.000000 Penalty: 4663.245117
	Iteration 37Q: 3 clusters Score -1388403 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1388499.625000 Penalty: 4663.245117
	Iteration 38Q: 3 clusters Score -1388500 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1388597.500000 Penalty: 4663.245117
	Iteration 39Q: 3 clusters Score -1388598 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1388691.500000 Penalty: 4663.245117
	Iteration 40F: 3 clusters Score -1388692 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1388785.000000 Penalty: 4663.245117
	Iteration 41Q: 3 clusters Score -1388785 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1388863.000000 Penalty: 4663.245117
	Iteration 42Q: 3 clusters Score -1388863 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1388955.375000 Penalty: 4663.245117
	Iteration 43Q: 3 clusters Score -1388955 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1389062.500000 Penalty: 4663.245117
	Iteration 44Q: 3 clusters Score -1389062 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1389181.125000 Penalty: 4663.245117
	Iteration 45Q: 3 clusters Score -1389181 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1389301.250000 Penalty: 4663.245117
	Iteration 46Q: 3 clusters Score -1389301 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1389413.625000 Penalty: 4663.245117
	Iteration 47Q: 3 clusters Score -1389414 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1389507.625000 Penalty: 4663.245117
	Iteration 48Q: 3 clusters Score -1389508 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1389584.125000 Penalty: 4663.245117
	Iteration 49Q: 3 clusters Score -1389584 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1389643.500000 Penalty: 4663.245117
	Iteration 50Q: 3 clusters Score -1389644 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1389699.875000 Penalty: 4663.245117
	Iteration 51Q: 3 clusters Score -1389700 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1389742.000000 Penalty: 4663.245117
	Iteration 52Q: 3 clusters Score -1389742 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1389774.250000 Penalty: 4663.245117
	Iteration 53Q: 3 clusters Score -1389774 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1389795.500000 Penalty: 4663.245117
	Iteration 54Q: 3 clusters Score -1389796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1389809.125000 Penalty: 4663.245117
	Iteration 55Q: 3 clusters Score -1389809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1389820.125000 Penalty: 4663.245117
	Iteration 56Q: 3 clusters Score -1389820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1389821.875000 Penalty: 4663.245117
	Iteration 57Q: 3 clusters Score -1389822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1389827.250000 Penalty: 4663.245117
	Iteration 58Q: 3 clusters Score -1389827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1389830.875000 Penalty: 4663.245117
	Iteration 59Q: 3 clusters Score -1389831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1389829.375000 Penalty: 4663.245117
	Iteration 60F: 3 clusters Score -1389829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1389831.250000 Penalty: 4663.245117
	Iteration 61Q: 3 clusters Score -1389831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1389832.750000 Penalty: 4663.245117
	Iteration 62Q: 3 clusters Score -1389833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1389831.250000 Penalty: 4663.245117
	Iteration 63Q: 3 clusters Score -1389831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1389835.000000 Penalty: 4663.245117
	Iteration 64Q: 3 clusters Score -1389835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1389834.000000 Penalty: 4663.245117
	Iteration 65Q: 3 clusters Score -1389834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1389836.250000 Penalty: 4663.245117
	Iteration 66Q: 3 clusters Score -1389836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1389838.125000 Penalty: 4663.245117
	Iteration 67Q: 3 clusters Score -1389838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1389838.875000 Penalty: 4663.245117
	Iteration 68Q: 3 clusters Score -1389839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1389837.250000 Penalty: 4663.245117
	Iteration 69Q: 3 clusters Score -1389837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1389837.500000 Penalty: 4663.245117
	Iteration 70Q: 3 clusters Score -1389838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1389838.625000 Penalty: 4663.245117
	Iteration 71Q: 3 clusters Score -1389839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1389836.875000 Penalty: 4663.245117
	Iteration 72Q: 3 clusters Score -1389837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1389837.875000 Penalty: 4663.245117
	Iteration 73Q: 3 clusters Score -1389838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1389839.125000 Penalty: 4663.245117
	Iteration 74Q: 3 clusters Score -1389839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1389839.125000 Penalty: 4663.245117
	Iteration 75Q: 3 clusters Score -1389839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1389839.125000 Penalty: 4663.245117
	Iteration 76F: 3 clusters Score -1389839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65386 members 
Mstep: Class 2 contains 11757 members 
Mstep: Class 3 contains 116881 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 47918 members 
Mstep: Class 6 contains 160398 members 
Mstep: Class 7 contains 66961 members 
Mstep: Class 8 contains 15489 members 
Mstep: Class 9 contains 8803 members 
Mstep: Class 10 contains 37304 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 192913 members 
Mstep: Class 13 contains 128720 members 
Mstep: Class 14 contains 23304 members 
Mstep: Class 15 contains 9777 members 
Mstep: Class 16 contains 9844 members 
Mstep: Class 17 contains 11912 members 
Mstep: Class 18 contains 31278 members 
Mstep: Class 19 contains 11160 members 
Mstep: Class 20 contains 26667 members 
Mstep: Class 21 contains 230893 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 55890 members 
Mstep: Class 24 contains 16203 members 
Mstep: Class 25 contains 6146 members 
Mstep: Class 26 contains 31605 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 12109 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 159Q: 31 clusters Score -1.584612e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65384 members 
Mstep: Class 2 contains 11758 members 
Mstep: Class 3 contains 116857 members 
Mstep: Class 4 contains 495 members 
Mstep: Class 5 contains 47936 members 
Mstep: Class 6 contains 160397 members 
Mstep: Class 7 contains 66961 members 
Mstep: Class 8 contains 15487 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 37303 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 192930 members 
Mstep: Class 13 contains 128715 members 
Mstep: Class 14 contains 23297 members 
Mstep: Class 15 contains 9767 members 
Mstep: Class 16 contains 9848 members 
Mstep: Class 17 contains 11891 members 
Mstep: Class 18 contains 31278 members 
Mstep: Class 19 contains 11160 members 
Mstep: Class 20 contains 26671 members 
Mstep: Class 21 contains 230915 members 
Mstep: Class 22 contains 368 members 
Mstep: Class 23 contains 55819 members 
Mstep: Class 24 contains 16218 members 
Mstep: Class 25 contains 6150 members 
Mstep: Class 26 contains 31608 members 
Mstep: Class 27 contains 579 members 
Mstep: Class 28 contains 12166 members 
Mstep: Class 29 contains 546 members 
Mstep: Class 30 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 31 clusters Score -1.584613e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65384 members 
Mstep: Class 2 contains 11758 members 
Mstep: Class 3 contains 116826 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 47942 members 
Mstep: Class 6 contains 160392 members 
Mstep: Class 7 contains 66963 members 
Mstep: Class 8 contains 15469 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 37305 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 192951 members 
Mstep: Class 13 contains 128707 members 
Mstep: Class 14 contains 23301 members 
Mstep: Class 15 contains 9757 members 
Mstep: Class 16 contains 9849 members 
Mstep: Class 17 contains 11868 members 
Mstep: Class 18 contains 31279 members 
Mstep: Class 19 contains 11159 members 
Mstep: Class 20 contains 26673 members 
Mstep: Class 21 contains 230916 members 
Mstep: Class 22 contains 369 members 
Mstep: Class 23 contains 55756 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 6155 members 
Mstep: Class 26 contains 31593 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 12274 members 
Mstep: Class 29 contains 555 members 
Mstep: Class 30 contains 628 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 31 clusters Score -1.584614e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 11756 members 
Mstep: Class 3 contains 116800 members 
Mstep: Class 4 contains 485 members 
Mstep: Class 5 contains 47942 members 
Mstep: Class 6 contains 160391 members 
Mstep: Class 7 contains 66969 members 
Mstep: Class 8 contains 15464 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 37309 members 
Mstep: Class 11 contains 715 members 
Mstep: Class 12 contains 192986 members 
Mstep: Class 13 contains 128704 members 
Mstep: Class 14 contains 23296 members 
Mstep: Class 15 contains 9743 members 
Mstep: Class 16 contains 9851 members 
Mstep: Class 17 contains 11847 members 
Mstep: Class 18 contains 31281 members 
Mstep: Class 19 contains 11155 members 
Mstep: Class 20 contains 26672 members 
Mstep: Class 21 contains 230909 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55707 members 
Mstep: Class 24 contains 16239 members 
Mstep: Class 25 contains 6160 members 
Mstep: Class 26 contains 31588 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 12353 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 31 clusters Score -1.584614e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65388 members 
Mstep: Class 2 contains 11758 members 
Mstep: Class 3 contains 116771 members 
Mstep: Class 4 contains 484 members 
Mstep: Class 5 contains 47944 members 
Mstep: Class 6 contains 160386 members 
Mstep: Class 7 contains 66975 members 
Mstep: Class 8 contains 15459 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 37315 members 
Mstep: Class 11 contains 715 members 
Mstep: Class 12 contains 193019 members 
Mstep: Class 13 contains 128700 members 
Mstep: Class 14 contains 23288 members 
Mstep: Class 15 contains 9733 members 
Mstep: Class 16 contains 9852 members 
Mstep: Class 17 contains 11834 members 
Mstep: Class 18 contains 31283 members 
Mstep: Class 19 contains 11151 members 
Mstep: Class 20 contains 26675 members 
Mstep: Class 21 contains 230895 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55654 members 
Mstep: Class 24 contains 16245 members 
Mstep: Class 25 contains 6163 members 
Mstep: Class 26 contains 31591 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 12428 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461504.000000 Penalty: 104923.953125
Iteration 163Q: 31 clusters Score -1.584615e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65386 members 
Mstep: Class 2 contains 11758 members 
Mstep: Class 3 contains 116738 members 
Mstep: Class 4 contains 483 members 
Mstep: Class 5 contains 47945 members 
Mstep: Class 6 contains 160384 members 
Mstep: Class 7 contains 66979 members 
Mstep: Class 8 contains 15452 members 
Mstep: Class 9 contains 8804 members 
Mstep: Class 10 contains 37319 members 
Mstep: Class 11 contains 715 members 
Mstep: Class 12 contains 193058 members 
Mstep: Class 13 contains 128695 members 
Mstep: Class 14 contains 23283 members 
Mstep: Class 15 contains 9725 members 
Mstep: Class 16 contains 9853 members 
Mstep: Class 17 contains 11823 members 
Mstep: Class 18 contains 31286 members 
Mstep: Class 19 contains 11150 members 
Mstep: Class 20 contains 26676 members 
Mstep: Class 21 contains 230887 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55598 members 
Mstep: Class 24 contains 16248 members 
Mstep: Class 25 contains 6165 members 
Mstep: Class 26 contains 31597 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 12503 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461360.000000 Penalty: 104923.953125
Iteration 164Q: 31 clusters Score -1.584614e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65383 members 
Mstep: Class 2 contains 11757 members 
Mstep: Class 3 contains 116691 members 
Mstep: Class 4 contains 481 members 
Mstep: Class 5 contains 47947 members 
Mstep: Class 6 contains 160385 members 
Mstep: Class 7 contains 66981 members 
Mstep: Class 8 contains 15444 members 
Mstep: Class 9 contains 8803 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 714 members 
Mstep: Class 12 contains 193101 members 
Mstep: Class 13 contains 128691 members 
Mstep: Class 14 contains 23277 members 
Mstep: Class 15 contains 9724 members 
Mstep: Class 16 contains 9852 members 
Mstep: Class 17 contains 11813 members 
Mstep: Class 18 contains 31286 members 
Mstep: Class 19 contains 11150 members 
Mstep: Class 20 contains 26679 members 
Mstep: Class 21 contains 230878 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55547 members 
Mstep: Class 24 contains 16251 members 
Mstep: Class 25 contains 6170 members 
Mstep: Class 26 contains 31595 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 12588 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461424.000000 Penalty: 104923.953125
Iteration 165Q: 31 clusters Score -1.584614e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65384 members 
Mstep: Class 2 contains 11759 members 
Mstep: Class 3 contains 116661 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 47945 members 
Mstep: Class 6 contains 160391 members 
Mstep: Class 7 contains 66981 members 
Mstep: Class 8 contains 15437 members 
Mstep: Class 9 contains 8802 members 
Mstep: Class 10 contains 37321 members 
Mstep: Class 11 contains 714 members 
Mstep: Class 12 contains 193132 members 
Mstep: Class 13 contains 128692 members 
Mstep: Class 14 contains 23269 members 
Mstep: Class 15 contains 9721 members 
Mstep: Class 16 contains 9852 members 
Mstep: Class 17 contains 11804 members 
Mstep: Class 18 contains 31283 members 
Mstep: Class 19 contains 11151 members 
Mstep: Class 20 contains 26679 members 
Mstep: Class 21 contains 230876 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55493 members 
Mstep: Class 24 contains 16254 members 
Mstep: Class 25 contains 6171 members 
Mstep: Class 26 contains 31601 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 12654 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461424.000000 Penalty: 104923.953125
Iteration 166Q: 31 clusters Score -1.584614e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 11759 members 
Mstep: Class 3 contains 116639 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 47944 members 
Mstep: Class 6 contains 160394 members 
Mstep: Class 7 contains 66981 members 
Mstep: Class 8 contains 15433 members 
Mstep: Class 9 contains 8802 members 
Mstep: Class 10 contains 37324 members 
Mstep: Class 11 contains 713 members 
Mstep: Class 12 contains 193147 members 
Mstep: Class 13 contains 128695 members 
Mstep: Class 14 contains 23264 members 
Mstep: Class 15 contains 9714 members 
Mstep: Class 16 contains 9853 members 
Mstep: Class 17 contains 11799 members 
Mstep: Class 18 contains 31283 members 
Mstep: Class 19 contains 11147 members 
Mstep: Class 20 contains 26682 members 
Mstep: Class 21 contains 230887 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55435 members 
Mstep: Class 24 contains 16260 members 
Mstep: Class 25 contains 6177 members 
Mstep: Class 26 contains 31603 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 12706 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461376.000000 Penalty: 104923.953125
Iteration 167Q: 31 clusters Score -1.584614e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65382 members 
Mstep: Class 2 contains 11759 members 
Mstep: Class 3 contains 116602 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 47947 members 
Mstep: Class 6 contains 160399 members 
Mstep: Class 7 contains 66989 members 
Mstep: Class 8 contains 15431 members 
Mstep: Class 9 contains 8802 members 
Mstep: Class 10 contains 37325 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193163 members 
Mstep: Class 13 contains 128693 members 
Mstep: Class 14 contains 23266 members 
Mstep: Class 15 contains 9708 members 
Mstep: Class 16 contains 9853 members 
Mstep: Class 17 contains 11791 members 
Mstep: Class 18 contains 31282 members 
Mstep: Class 19 contains 11147 members 
Mstep: Class 20 contains 26681 members 
Mstep: Class 21 contains 230904 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55395 members 
Mstep: Class 24 contains 16265 members 
Mstep: Class 25 contains 6182 members 
Mstep: Class 26 contains 31607 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 12741 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461328.000000 Penalty: 104923.953125
Iteration 168Q: 31 clusters Score -1.584613e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65384 members 
Mstep: Class 2 contains 11759 members 
Mstep: Class 3 contains 116565 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 5 contains 47943 members 
Mstep: Class 6 contains 160397 members 
Mstep: Class 7 contains 67002 members 
Mstep: Class 8 contains 15430 members 
Mstep: Class 9 contains 8803 members 
Mstep: Class 10 contains 37331 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193183 members 
Mstep: Class 13 contains 128696 members 
Mstep: Class 14 contains 23266 members 
Mstep: Class 15 contains 9697 members 
Mstep: Class 16 contains 9854 members 
Mstep: Class 17 contains 11776 members 
Mstep: Class 18 contains 31282 members 
Mstep: Class 19 contains 11144 members 
Mstep: Class 20 contains 26685 members 
Mstep: Class 21 contains 230922 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55356 members 
Mstep: Class 24 contains 16271 members 
Mstep: Class 25 contains 6185 members 
Mstep: Class 26 contains 31609 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 12774 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461440.000000 Penalty: 104923.953125
Iteration 169Q: 31 clusters Score -1.584614e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65383 members 
Mstep: Class 2 contains 11759 members 
Mstep: Class 3 contains 116524 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 47945 members 
Mstep: Class 6 contains 160394 members 
Mstep: Class 7 contains 67008 members 
Mstep: Class 8 contains 15429 members 
Mstep: Class 9 contains 8803 members 
Mstep: Class 10 contains 37336 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193212 members 
Mstep: Class 13 contains 128696 members 
Mstep: Class 14 contains 23265 members 
Mstep: Class 15 contains 9684 members 
Mstep: Class 16 contains 9852 members 
Mstep: Class 17 contains 11764 members 
Mstep: Class 18 contains 31283 members 
Mstep: Class 19 contains 11141 members 
Mstep: Class 20 contains 26687 members 
Mstep: Class 21 contains 230934 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55334 members 
Mstep: Class 24 contains 16273 members 
Mstep: Class 25 contains 6186 members 
Mstep: Class 26 contains 31609 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 12813 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461376.000000 Penalty: 104923.953125
Iteration 170Q: 31 clusters Score -1.584614e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65380 members 
Mstep: Class 2 contains 11759 members 
Mstep: Class 3 contains 116487 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 47959 members 
Mstep: Class 6 contains 160391 members 
Mstep: Class 7 contains 67016 members 
Mstep: Class 8 contains 15427 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 37346 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193227 members 
Mstep: Class 13 contains 128696 members 
Mstep: Class 14 contains 23264 members 
Mstep: Class 15 contains 9659 members 
Mstep: Class 16 contains 9853 members 
Mstep: Class 17 contains 11753 members 
Mstep: Class 18 contains 31285 members 
Mstep: Class 19 contains 11139 members 
Mstep: Class 20 contains 26689 members 
Mstep: Class 21 contains 230949 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55312 members 
Mstep: Class 24 contains 16276 members 
Mstep: Class 25 contains 6188 members 
Mstep: Class 26 contains 31609 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 12845 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461312.000000 Penalty: 104923.953125
Iteration 171Q: 31 clusters Score -1.584613e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 11759 members 
Mstep: Class 3 contains 116449 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 47981 members 
Mstep: Class 6 contains 160389 members 
Mstep: Class 7 contains 67020 members 
Mstep: Class 8 contains 15426 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 37353 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193247 members 
Mstep: Class 13 contains 128692 members 
Mstep: Class 14 contains 23265 members 
Mstep: Class 15 contains 9634 members 
Mstep: Class 16 contains 9855 members 
Mstep: Class 17 contains 11740 members 
Mstep: Class 18 contains 31290 members 
Mstep: Class 19 contains 11136 members 
Mstep: Class 20 contains 26691 members 
Mstep: Class 21 contains 230956 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55289 members 
Mstep: Class 24 contains 16280 members 
Mstep: Class 25 contains 6188 members 
Mstep: Class 26 contains 31613 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 12877 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461424.000000 Penalty: 104923.953125
Iteration 172Q: 31 clusters Score -1.584614e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 116415 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48005 members 
Mstep: Class 6 contains 160391 members 
Mstep: Class 7 contains 67024 members 
Mstep: Class 8 contains 15427 members 
Mstep: Class 9 contains 8808 members 
Mstep: Class 10 contains 37362 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193264 members 
Mstep: Class 13 contains 128692 members 
Mstep: Class 14 contains 23266 members 
Mstep: Class 15 contains 9606 members 
Mstep: Class 16 contains 9856 members 
Mstep: Class 17 contains 11730 members 
Mstep: Class 18 contains 31287 members 
Mstep: Class 19 contains 11133 members 
Mstep: Class 20 contains 26695 members 
Mstep: Class 21 contains 230962 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55271 members 
Mstep: Class 24 contains 16284 members 
Mstep: Class 25 contains 6188 members 
Mstep: Class 26 contains 31614 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 12895 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461440.000000 Penalty: 104923.953125
Iteration 173Q: 31 clusters Score -1.584614e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65378 members 
Mstep: Class 2 contains 11764 members 
Mstep: Class 3 contains 116381 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48023 members 
Mstep: Class 6 contains 160394 members 
Mstep: Class 7 contains 67025 members 
Mstep: Class 8 contains 15427 members 
Mstep: Class 9 contains 8809 members 
Mstep: Class 10 contains 37374 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193285 members 
Mstep: Class 13 contains 128690 members 
Mstep: Class 14 contains 23264 members 
Mstep: Class 15 contains 9578 members 
Mstep: Class 16 contains 9857 members 
Mstep: Class 17 contains 11725 members 
Mstep: Class 18 contains 31287 members 
Mstep: Class 19 contains 11129 members 
Mstep: Class 20 contains 26693 members 
Mstep: Class 21 contains 230967 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55254 members 
Mstep: Class 24 contains 16290 members 
Mstep: Class 25 contains 6188 members 
Mstep: Class 26 contains 31614 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 12918 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461376.000000 Penalty: 104923.953125
Iteration 174Q: 31 clusters Score -1.584614e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65380 members 
Mstep: Class 2 contains 11766 members 
Mstep: Class 3 contains 116355 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48047 members 
Mstep: Class 6 contains 160400 members 
Mstep: Class 7 contains 67025 members 
Mstep: Class 8 contains 15423 members 
Mstep: Class 9 contains 8809 members 
Mstep: Class 10 contains 37381 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193297 members 
Mstep: Class 13 contains 128693 members 
Mstep: Class 14 contains 23262 members 
Mstep: Class 15 contains 9551 members 
Mstep: Class 16 contains 9857 members 
Mstep: Class 17 contains 11717 members 
Mstep: Class 18 contains 31284 members 
Mstep: Class 19 contains 11129 members 
Mstep: Class 20 contains 26698 members 
Mstep: Class 21 contains 230975 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55225 members 
Mstep: Class 24 contains 16295 members 
Mstep: Class 25 contains 6191 members 
Mstep: Class 26 contains 31614 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 12940 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461456.000000 Penalty: 104923.953125
Iteration 175Q: 31 clusters Score -1.584615e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 11769 members 
Mstep: Class 3 contains 116340 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48086 members 
Mstep: Class 6 contains 160402 members 
Mstep: Class 7 contains 67023 members 
Mstep: Class 8 contains 15418 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 37390 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193292 members 
Mstep: Class 13 contains 128691 members 
Mstep: Class 14 contains 23264 members 
Mstep: Class 15 contains 9525 members 
Mstep: Class 16 contains 9858 members 
Mstep: Class 17 contains 11716 members 
Mstep: Class 18 contains 31278 members 
Mstep: Class 19 contains 11127 members 
Mstep: Class 20 contains 26703 members 
Mstep: Class 21 contains 230982 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55204 members 
Mstep: Class 24 contains 16295 members 
Mstep: Class 25 contains 6195 members 
Mstep: Class 26 contains 31614 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 12956 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461440.000000 Penalty: 104923.953125
Iteration 176Q: 31 clusters Score -1.584614e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65380 members 
Mstep: Class 2 contains 11769 members 
Mstep: Class 3 contains 116324 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48111 members 
Mstep: Class 6 contains 160405 members 
Mstep: Class 7 contains 67024 members 
Mstep: Class 8 contains 15413 members 
Mstep: Class 9 contains 8808 members 
Mstep: Class 10 contains 37391 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193302 members 
Mstep: Class 13 contains 128694 members 
Mstep: Class 14 contains 23266 members 
Mstep: Class 15 contains 9503 members 
Mstep: Class 16 contains 9861 members 
Mstep: Class 17 contains 11713 members 
Mstep: Class 18 contains 31276 members 
Mstep: Class 19 contains 11126 members 
Mstep: Class 20 contains 26702 members 
Mstep: Class 21 contains 230987 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55180 members 
Mstep: Class 24 contains 16296 members 
Mstep: Class 25 contains 6197 members 
Mstep: Class 26 contains 31613 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 12973 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461536.000000 Penalty: 104923.953125
Iteration 177Q: 31 clusters Score -1.584615e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 11769 members 
Mstep: Class 3 contains 116306 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48129 members 
Mstep: Class 6 contains 160403 members 
Mstep: Class 7 contains 67022 members 
Mstep: Class 8 contains 15409 members 
Mstep: Class 9 contains 8808 members 
Mstep: Class 10 contains 37394 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193320 members 
Mstep: Class 13 contains 128697 members 
Mstep: Class 14 contains 23267 members 
Mstep: Class 15 contains 9483 members 
Mstep: Class 16 contains 9863 members 
Mstep: Class 17 contains 11710 members 
Mstep: Class 18 contains 31272 members 
Mstep: Class 19 contains 11126 members 
Mstep: Class 20 contains 26706 members 
Mstep: Class 21 contains 230992 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55154 members 
Mstep: Class 24 contains 16299 members 
Mstep: Class 25 contains 6201 members 
Mstep: Class 26 contains 31613 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 12986 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461536.000000 Penalty: 104923.953125
Iteration 178Q: 31 clusters Score -1.584615e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65386 members 
Mstep: Class 2 contains 11769 members 
Mstep: Class 3 contains 116280 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48153 members 
Mstep: Class 6 contains 160409 members 
Mstep: Class 7 contains 67022 members 
Mstep: Class 8 contains 15408 members 
Mstep: Class 9 contains 8809 members 
Mstep: Class 10 contains 37396 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193336 members 
Mstep: Class 13 contains 128698 members 
Mstep: Class 14 contains 23267 members 
Mstep: Class 15 contains 9462 members 
Mstep: Class 16 contains 9864 members 
Mstep: Class 17 contains 11702 members 
Mstep: Class 18 contains 31268 members 
Mstep: Class 19 contains 11126 members 
Mstep: Class 20 contains 26705 members 
Mstep: Class 21 contains 230998 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55141 members 
Mstep: Class 24 contains 16303 members 
Mstep: Class 25 contains 6203 members 
Mstep: Class 26 contains 31613 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 12996 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 179Q: 31 clusters Score -1.584615e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 11769 members 
Mstep: Class 3 contains 116245 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48187 members 
Mstep: Class 6 contains 160412 members 
Mstep: Class 7 contains 67021 members 
Mstep: Class 8 contains 15407 members 
Mstep: Class 9 contains 8808 members 
Mstep: Class 10 contains 37403 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193358 members 
Mstep: Class 13 contains 128700 members 
Mstep: Class 14 contains 23266 members 
Mstep: Class 15 contains 9444 members 
Mstep: Class 16 contains 9864 members 
Mstep: Class 17 contains 11697 members 
Mstep: Class 18 contains 31267 members 
Mstep: Class 19 contains 11127 members 
Mstep: Class 20 contains 26704 members 
Mstep: Class 21 contains 230996 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55123 members 
Mstep: Class 24 contains 16304 members 
Mstep: Class 25 contains 6208 members 
Mstep: Class 26 contains 31614 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13003 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461536.000000 Penalty: 104923.953125
Iteration 180F: 31 clusters Score -1.584615e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 11769 members 
Mstep: Class 3 contains 116217 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48207 members 
Mstep: Class 6 contains 160416 members 
Mstep: Class 7 contains 67021 members 
Mstep: Class 8 contains 15408 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 37410 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193381 members 
Mstep: Class 13 contains 128704 members 
Mstep: Class 14 contains 23265 members 
Mstep: Class 15 contains 9420 members 
Mstep: Class 16 contains 9864 members 
Mstep: Class 17 contains 11694 members 
Mstep: Class 18 contains 31265 members 
Mstep: Class 19 contains 11129 members 
Mstep: Class 20 contains 26704 members 
Mstep: Class 21 contains 230998 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55108 members 
Mstep: Class 24 contains 16307 members 
Mstep: Class 25 contains 6209 members 
Mstep: Class 26 contains 31614 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13011 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 181Q: 31 clusters Score -1.584615e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 11769 members 
Mstep: Class 3 contains 116190 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48228 members 
Mstep: Class 6 contains 160419 members 
Mstep: Class 7 contains 67019 members 
Mstep: Class 8 contains 15409 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 37416 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193398 members 
Mstep: Class 13 contains 128711 members 
Mstep: Class 14 contains 23264 members 
Mstep: Class 15 contains 9405 members 
Mstep: Class 16 contains 9864 members 
Mstep: Class 17 contains 11691 members 
Mstep: Class 18 contains 31263 members 
Mstep: Class 19 contains 11124 members 
Mstep: Class 20 contains 26703 members 
Mstep: Class 21 contains 231000 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55099 members 
Mstep: Class 24 contains 16308 members 
Mstep: Class 25 contains 6210 members 
Mstep: Class 26 contains 31614 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13017 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 182Q: 31 clusters Score -1.584616e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65388 members 
Mstep: Class 2 contains 11768 members 
Mstep: Class 3 contains 116164 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48242 members 
Mstep: Class 6 contains 160420 members 
Mstep: Class 7 contains 67019 members 
Mstep: Class 8 contains 15414 members 
Mstep: Class 9 contains 8804 members 
Mstep: Class 10 contains 37424 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193406 members 
Mstep: Class 13 contains 128714 members 
Mstep: Class 14 contains 23265 members 
Mstep: Class 15 contains 9388 members 
Mstep: Class 16 contains 9864 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 31260 members 
Mstep: Class 19 contains 11122 members 
Mstep: Class 20 contains 26705 members 
Mstep: Class 21 contains 231002 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55093 members 
Mstep: Class 24 contains 16313 members 
Mstep: Class 25 contains 6212 members 
Mstep: Class 26 contains 31614 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13026 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 183Q: 31 clusters Score -1.584615e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65390 members 
Mstep: Class 2 contains 11768 members 
Mstep: Class 3 contains 116134 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48249 members 
Mstep: Class 6 contains 160418 members 
Mstep: Class 7 contains 67023 members 
Mstep: Class 8 contains 15415 members 
Mstep: Class 9 contains 8803 members 
Mstep: Class 10 contains 37429 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193418 members 
Mstep: Class 13 contains 128717 members 
Mstep: Class 14 contains 23265 members 
Mstep: Class 15 contains 9384 members 
Mstep: Class 16 contains 9864 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 31256 members 
Mstep: Class 19 contains 11120 members 
Mstep: Class 20 contains 26705 members 
Mstep: Class 21 contains 231008 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55085 members 
Mstep: Class 24 contains 16318 members 
Mstep: Class 25 contains 6213 members 
Mstep: Class 26 contains 31612 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13033 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 184Q: 31 clusters Score -1.584614e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65391 members 
Mstep: Class 2 contains 11769 members 
Mstep: Class 3 contains 116112 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48255 members 
Mstep: Class 6 contains 160416 members 
Mstep: Class 7 contains 67022 members 
Mstep: Class 8 contains 15416 members 
Mstep: Class 9 contains 8803 members 
Mstep: Class 10 contains 37428 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193429 members 
Mstep: Class 13 contains 128720 members 
Mstep: Class 14 contains 23264 members 
Mstep: Class 15 contains 9384 members 
Mstep: Class 16 contains 9863 members 
Mstep: Class 17 contains 11686 members 
Mstep: Class 18 contains 31255 members 
Mstep: Class 19 contains 11119 members 
Mstep: Class 20 contains 26706 members 
Mstep: Class 21 contains 231005 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55076 members 
Mstep: Class 24 contains 16325 members 
Mstep: Class 25 contains 6213 members 
Mstep: Class 26 contains 31613 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13044 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 185Q: 31 clusters Score -1.584615e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 11770 members 
Mstep: Class 3 contains 116081 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48267 members 
Mstep: Class 6 contains 160414 members 
Mstep: Class 7 contains 67021 members 
Mstep: Class 8 contains 15419 members 
Mstep: Class 9 contains 8802 members 
Mstep: Class 10 contains 37427 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193444 members 
Mstep: Class 13 contains 128721 members 
Mstep: Class 14 contains 23264 members 
Mstep: Class 15 contains 9382 members 
Mstep: Class 16 contains 9863 members 
Mstep: Class 17 contains 11683 members 
Mstep: Class 18 contains 31251 members 
Mstep: Class 19 contains 11119 members 
Mstep: Class 20 contains 26705 members 
Mstep: Class 21 contains 231002 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55076 members 
Mstep: Class 24 contains 16330 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31613 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13053 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461584.000000 Penalty: 104923.953125
Iteration 186Q: 31 clusters Score -1.584616e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65392 members 
Mstep: Class 2 contains 11772 members 
Mstep: Class 3 contains 116057 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48275 members 
Mstep: Class 6 contains 160413 members 
Mstep: Class 7 contains 67021 members 
Mstep: Class 8 contains 15418 members 
Mstep: Class 9 contains 8802 members 
Mstep: Class 10 contains 37427 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193454 members 
Mstep: Class 13 contains 128720 members 
Mstep: Class 14 contains 23264 members 
Mstep: Class 15 contains 9380 members 
Mstep: Class 16 contains 9863 members 
Mstep: Class 17 contains 11684 members 
Mstep: Class 18 contains 31249 members 
Mstep: Class 19 contains 11119 members 
Mstep: Class 20 contains 26705 members 
Mstep: Class 21 contains 231004 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55069 members 
Mstep: Class 24 contains 16337 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31613 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13061 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461568.000000 Penalty: 104923.953125
Iteration 187Q: 31 clusters Score -1.584616e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65392 members 
Mstep: Class 2 contains 11771 members 
Mstep: Class 3 contains 116030 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48282 members 
Mstep: Class 6 contains 160415 members 
Mstep: Class 7 contains 67020 members 
Mstep: Class 8 contains 15414 members 
Mstep: Class 9 contains 8802 members 
Mstep: Class 10 contains 37433 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193461 members 
Mstep: Class 13 contains 128719 members 
Mstep: Class 14 contains 23262 members 
Mstep: Class 15 contains 9379 members 
Mstep: Class 16 contains 9863 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 31250 members 
Mstep: Class 19 contains 11118 members 
Mstep: Class 20 contains 26705 members 
Mstep: Class 21 contains 231006 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55068 members 
Mstep: Class 24 contains 16348 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31613 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13066 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461632.000000 Penalty: 104923.953125
Iteration 188Q: 31 clusters Score -1.584616e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65391 members 
Mstep: Class 2 contains 11771 members 
Mstep: Class 3 contains 116000 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48289 members 
Mstep: Class 6 contains 160415 members 
Mstep: Class 7 contains 67021 members 
Mstep: Class 8 contains 15410 members 
Mstep: Class 9 contains 8803 members 
Mstep: Class 10 contains 37437 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193468 members 
Mstep: Class 13 contains 128722 members 
Mstep: Class 14 contains 23261 members 
Mstep: Class 15 contains 9378 members 
Mstep: Class 16 contains 9863 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31253 members 
Mstep: Class 19 contains 11117 members 
Mstep: Class 20 contains 26704 members 
Mstep: Class 21 contains 231005 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55069 members 
Mstep: Class 24 contains 16358 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31614 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13070 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461632.000000 Penalty: 104923.953125
Iteration 189Q: 31 clusters Score -1.584616e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65392 members 
Mstep: Class 2 contains 11771 members 
Mstep: Class 3 contains 115971 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48302 members 
Mstep: Class 6 contains 160414 members 
Mstep: Class 7 contains 67024 members 
Mstep: Class 8 contains 15409 members 
Mstep: Class 9 contains 8804 members 
Mstep: Class 10 contains 37438 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193473 members 
Mstep: Class 13 contains 128722 members 
Mstep: Class 14 contains 23260 members 
Mstep: Class 15 contains 9374 members 
Mstep: Class 16 contains 9864 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31253 members 
Mstep: Class 19 contains 11118 members 
Mstep: Class 20 contains 26703 members 
Mstep: Class 21 contains 231004 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55069 members 
Mstep: Class 24 contains 16367 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31615 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13073 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461568.000000 Penalty: 104923.953125
Iteration 190Q: 31 clusters Score -1.584616e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 11771 members 
Mstep: Class 3 contains 115939 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48314 members 
Mstep: Class 6 contains 160412 members 
Mstep: Class 7 contains 67025 members 
Mstep: Class 8 contains 15408 members 
Mstep: Class 9 contains 8804 members 
Mstep: Class 10 contains 37438 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193486 members 
Mstep: Class 13 contains 128724 members 
Mstep: Class 14 contains 23261 members 
Mstep: Class 15 contains 9368 members 
Mstep: Class 16 contains 9864 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31252 members 
Mstep: Class 19 contains 11118 members 
Mstep: Class 20 contains 26705 members 
Mstep: Class 21 contains 230999 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55066 members 
Mstep: Class 24 contains 16379 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31616 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13077 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461504.000000 Penalty: 104923.953125
Iteration 191Q: 31 clusters Score -1.584615e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 11771 members 
Mstep: Class 3 contains 115908 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48333 members 
Mstep: Class 6 contains 160415 members 
Mstep: Class 7 contains 67028 members 
Mstep: Class 8 contains 15408 members 
Mstep: Class 9 contains 8804 members 
Mstep: Class 10 contains 37440 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193496 members 
Mstep: Class 13 contains 128724 members 
Mstep: Class 14 contains 23261 members 
Mstep: Class 15 contains 9359 members 
Mstep: Class 16 contains 9864 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 19 contains 11115 members 
Mstep: Class 20 contains 26706 members 
Mstep: Class 21 contains 230995 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55063 members 
Mstep: Class 24 contains 16387 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31615 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13080 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461408.000000 Penalty: 104923.953125
Iteration 192Q: 31 clusters Score -1.584614e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65395 members 
Mstep: Class 2 contains 11771 members 
Mstep: Class 3 contains 115873 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48344 members 
Mstep: Class 6 contains 160413 members 
Mstep: Class 7 contains 67028 members 
Mstep: Class 8 contains 15408 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 37439 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193522 members 
Mstep: Class 13 contains 128723 members 
Mstep: Class 14 contains 23261 members 
Mstep: Class 15 contains 9355 members 
Mstep: Class 16 contains 9865 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 19 contains 11114 members 
Mstep: Class 20 contains 26705 members 
Mstep: Class 21 contains 230994 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55063 members 
Mstep: Class 24 contains 16391 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31615 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13081 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461488.000000 Penalty: 104923.953125
Iteration 193Q: 31 clusters Score -1.584615e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 11772 members 
Mstep: Class 3 contains 115844 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48358 members 
Mstep: Class 6 contains 160413 members 
Mstep: Class 7 contains 67027 members 
Mstep: Class 8 contains 15407 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 37437 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193544 members 
Mstep: Class 13 contains 128720 members 
Mstep: Class 14 contains 23262 members 
Mstep: Class 15 contains 9346 members 
Mstep: Class 16 contains 9866 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31250 members 
Mstep: Class 19 contains 11114 members 
Mstep: Class 20 contains 26705 members 
Mstep: Class 21 contains 230993 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55063 members 
Mstep: Class 24 contains 16393 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31616 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13083 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461568.000000 Penalty: 104923.953125
Iteration 194Q: 31 clusters Score -1.584616e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 11771 members 
Mstep: Class 3 contains 115817 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48375 members 
Mstep: Class 6 contains 160413 members 
Mstep: Class 7 contains 67025 members 
Mstep: Class 8 contains 15409 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 37434 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193559 members 
Mstep: Class 13 contains 128717 members 
Mstep: Class 14 contains 23263 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 9867 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31247 members 
Mstep: Class 19 contains 11113 members 
Mstep: Class 20 contains 26704 members 
Mstep: Class 21 contains 231000 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55062 members 
Mstep: Class 24 contains 16397 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31615 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13082 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461568.000000 Penalty: 104923.953125
Iteration 195Q: 31 clusters Score -1.584616e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 11771 members 
Mstep: Class 3 contains 115795 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48383 members 
Mstep: Class 6 contains 160414 members 
Mstep: Class 7 contains 67021 members 
Mstep: Class 8 contains 15409 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 37434 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193572 members 
Mstep: Class 13 contains 128717 members 
Mstep: Class 14 contains 23263 members 
Mstep: Class 15 contains 9346 members 
Mstep: Class 16 contains 9868 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31241 members 
Mstep: Class 19 contains 11112 members 
Mstep: Class 20 contains 26704 members 
Mstep: Class 21 contains 231000 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55062 members 
Mstep: Class 24 contains 16401 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31617 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13082 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461472.000000 Penalty: 104923.953125
Iteration 196Q: 31 clusters Score -1.584615e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 11771 members 
Mstep: Class 3 contains 115776 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48384 members 
Mstep: Class 6 contains 160418 members 
Mstep: Class 7 contains 67023 members 
Mstep: Class 8 contains 15409 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 37434 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193585 members 
Mstep: Class 13 contains 128715 members 
Mstep: Class 14 contains 23263 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 9868 members 
Mstep: Class 17 contains 11681 members 
Mstep: Class 18 contains 31240 members 
Mstep: Class 19 contains 11111 members 
Mstep: Class 20 contains 26704 members 
Mstep: Class 21 contains 231001 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55063 members 
Mstep: Class 24 contains 16403 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31616 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13083 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461552.000000 Penalty: 104923.953125
Iteration 197Q: 31 clusters Score -1.584616e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 11771 members 
Mstep: Class 3 contains 115760 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48393 members 
Mstep: Class 6 contains 160420 members 
Mstep: Class 7 contains 67022 members 
Mstep: Class 8 contains 15409 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 37434 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193601 members 
Mstep: Class 13 contains 128715 members 
Mstep: Class 14 contains 23262 members 
Mstep: Class 15 contains 9330 members 
Mstep: Class 16 contains 9868 members 
Mstep: Class 17 contains 11681 members 
Mstep: Class 18 contains 31239 members 
Mstep: Class 19 contains 11109 members 
Mstep: Class 20 contains 26704 members 
Mstep: Class 21 contains 231004 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55062 members 
Mstep: Class 24 contains 16406 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31615 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13085 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461600.000000 Penalty: 104923.953125
Iteration 198Q: 31 clusters Score -1.584616e+08 nChanged 57
Entering ConstructFrom: 
Score: -158461600.000000 Penalty: 104923.953125
Entering ConstructFrom: 
Trying to split cluster 1 (65404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65404 members 
Entering Unmasked Estep 
Score: -8009741.500000 Penalty: 2749.907959
	Iteration 0F: 2 clusters Score -8009742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -7966090.000000 Penalty: 5499.815918
	Iteration 0F: 3 clusters Score -7966090 nChanged 30362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -7983288.500000 Penalty: 5499.815918
	Iteration 1F: 3 clusters Score -7983288 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -7984227.000000 Penalty: 5499.815918
	Iteration 2Q: 3 clusters Score -7984227 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -7985493.500000 Penalty: 5499.815918
	Iteration 3Q: 3 clusters Score -7985494 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -7987230.500000 Penalty: 5499.815918
	Iteration 4F: 3 clusters Score -7987230 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -7989570.500000 Penalty: 5499.815918
	Iteration 5F: 3 clusters Score -7989570 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -7992204.000000 Penalty: 5499.815918
	Iteration 6F: 3 clusters Score -7992204 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -7994640.500000 Penalty: 5499.815918
	Iteration 7F: 3 clusters Score -7994640 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -7996689.500000 Penalty: 5499.815918
	Iteration 8F: 3 clusters Score -7996690 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -7998419.000000 Penalty: 5499.815918
	Iteration 9Q: 3 clusters Score -7998419 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -7999856.500000 Penalty: 5499.815918
	Iteration 10Q: 3 clusters Score -7999856 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -8001042.000000 Penalty: 5499.815918
	Iteration 11Q: 3 clusters Score -8001042 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -8002081.000000 Penalty: 5499.815918
	Iteration 12Q: 3 clusters Score -8002081 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 53118 members 
Entering Unmasked Estep 
Score: -8002771.500000 Penalty: 5499.815918
	Iteration 13Q: 3 clusters Score -8002772 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -8003313.000000 Penalty: 5499.815918
	Iteration 14Q: 3 clusters Score -8003313 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -8003612.500000 Penalty: 5499.815918
	Iteration 15Q: 3 clusters Score -8003612 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -8003946.000000 Penalty: 5499.815918
	Iteration 16Q: 3 clusters Score -8003946 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 56469 members 
Entering Unmasked Estep 
Score: -8004260.500000 Penalty: 5499.815918
	Iteration 17Q: 3 clusters Score -8004260 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -8004553.000000 Penalty: 5499.815918
	Iteration 18Q: 3 clusters Score -8004553 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -8004854.000000 Penalty: 5499.815918
	Iteration 19Q: 3 clusters Score -8004854 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 58579 members 
Entering Unmasked Estep 
Score: -8005091.000000 Penalty: 5499.815918
	Iteration 20F: 3 clusters Score -8005091 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 59162 members 
Entering Unmasked Estep 
Score: -8005334.500000 Penalty: 5499.815918
	Iteration 21Q: 3 clusters Score -8005334 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 59712 members 
Entering Unmasked Estep 
Score: -8005541.500000 Penalty: 5499.815918
	Iteration 22Q: 3 clusters Score -8005542 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 60220 members 
Entering Unmasked Estep 
Score: -8005734.500000 Penalty: 5499.815918
	Iteration 23Q: 3 clusters Score -8005734 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 60694 members 
Entering Unmasked Estep 
Score: -8005910.500000 Penalty: 5499.815918
	Iteration 24Q: 3 clusters Score -8005910 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 61102 members 
Entering Unmasked Estep 
Score: -8006082.000000 Penalty: 5499.815918
	Iteration 25Q: 3 clusters Score -8006082 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 61506 members 
Entering Unmasked Estep 
Score: -8006251.500000 Penalty: 5499.815918
	Iteration 26Q: 3 clusters Score -8006252 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 61858 members 
Entering Unmasked Estep 
Score: -8006374.500000 Penalty: 5499.815918
	Iteration 27Q: 3 clusters Score -8006374 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 62168 members 
Entering Unmasked Estep 
Score: -8006505.500000 Penalty: 5499.815918
	Iteration 28Q: 3 clusters Score -8006506 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 62478 members 
Entering Unmasked Estep 
Score: -8006631.500000 Penalty: 5499.815918
	Iteration 29Q: 3 clusters Score -8006632 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -8006773.000000 Penalty: 5499.815918
	Iteration 30Q: 3 clusters Score -8006773 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 63019 members 
Entering Unmasked Estep 
Score: -8006868.000000 Penalty: 5499.815918
	Iteration 31Q: 3 clusters Score -8006868 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 63246 members 
Entering Unmasked Estep 
Score: -8006964.500000 Penalty: 5499.815918
	Iteration 32Q: 3 clusters Score -8006964 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 63442 members 
Entering Unmasked Estep 
Score: -8007057.500000 Penalty: 5499.815918
	Iteration 33Q: 3 clusters Score -8007058 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 63636 members 
Entering Unmasked Estep 
Score: -8007162.500000 Penalty: 5499.815918
	Iteration 34Q: 3 clusters Score -8007162 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 63808 members 
Entering Unmasked Estep 
Score: -8007241.500000 Penalty: 5499.815918
	Iteration 35Q: 3 clusters Score -8007242 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 63931 members 
Entering Unmasked Estep 
Score: -8007296.000000 Penalty: 5499.815918
	Iteration 36Q: 3 clusters Score -8007296 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 64056 members 
Entering Unmasked Estep 
Score: -8007358.500000 Penalty: 5499.815918
	Iteration 37Q: 3 clusters Score -8007358 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 64147 members 
Entering Unmasked Estep 
Score: -8007387.500000 Penalty: 5499.815918
	Iteration 38Q: 3 clusters Score -8007388 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 64222 members 
Entering Unmasked Estep 
Score: -8007427.500000 Penalty: 5499.815918
	Iteration 39Q: 3 clusters Score -8007428 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 64284 members 
Entering Unmasked Estep 
Score: -8007450.000000 Penalty: 5499.815918
	Iteration 40F: 3 clusters Score -8007450 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 64333 members 
Entering Unmasked Estep 
Score: -8007484.000000 Penalty: 5499.815918
	Iteration 41Q: 3 clusters Score -8007484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 64364 members 
Entering Unmasked Estep 
Score: -8007504.500000 Penalty: 5499.815918
	Iteration 42Q: 3 clusters Score -8007504 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 64393 members 
Entering Unmasked Estep 
Score: -8007523.000000 Penalty: 5499.815918
	Iteration 43Q: 3 clusters Score -8007523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 64412 members 
Entering Unmasked Estep 
Score: -8007518.500000 Penalty: 5499.815918
	Iteration 44Q: 3 clusters Score -8007518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 64428 members 
Entering Unmasked Estep 
Score: -8007543.500000 Penalty: 5499.815918
	Iteration 45Q: 3 clusters Score -8007544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 64448 members 
Entering Unmasked Estep 
Score: -8007547.000000 Penalty: 5499.815918
	Iteration 46Q: 3 clusters Score -8007547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 64468 members 
Entering Unmasked Estep 
Score: -8007549.500000 Penalty: 5499.815918
	Iteration 47Q: 3 clusters Score -8007550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 64484 members 
Entering Unmasked Estep 
Score: -8007552.500000 Penalty: 5499.815918
	Iteration 48Q: 3 clusters Score -8007552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 64503 members 
Entering Unmasked Estep 
Score: -8007555.000000 Penalty: 5499.815918
	Iteration 49Q: 3 clusters Score -8007555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 64512 members 
Entering Unmasked Estep 
Score: -8007555.000000 Penalty: 5499.815918
	Iteration 50Q: 3 clusters Score -8007555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 64526 members 
Entering Unmasked Estep 
Score: -8007569.000000 Penalty: 5499.815918
	Iteration 51Q: 3 clusters Score -8007569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 64533 members 
Entering Unmasked Estep 
Score: -8007577.500000 Penalty: 5499.815918
	Iteration 52Q: 3 clusters Score -8007578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 64540 members 
Entering Unmasked Estep 
Score: -8007585.500000 Penalty: 5499.815918
	Iteration 53Q: 3 clusters Score -8007586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 64547 members 
Entering Unmasked Estep 
Score: -8007582.000000 Penalty: 5499.815918
	Iteration 54Q: 3 clusters Score -8007582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 64550 members 
Entering Unmasked Estep 
Score: -8007583.500000 Penalty: 5499.815918
	Iteration 55Q: 3 clusters Score -8007584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 64554 members 
Entering Unmasked Estep 
Score: -8007590.000000 Penalty: 5499.815918
	Iteration 56Q: 3 clusters Score -8007590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 64559 members 
Entering Unmasked Estep 
Score: -8007596.000000 Penalty: 5499.815918
	Iteration 57Q: 3 clusters Score -8007596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 64561 members 
Entering Unmasked Estep 
Score: -8007592.500000 Penalty: 5499.815918
	Iteration 58Q: 3 clusters Score -8007592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -8007590.000000 Penalty: 5499.815918
	Iteration 59Q: 3 clusters Score -8007590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 64570 members 
Entering Unmasked Estep 
Score: -8007587.000000 Penalty: 5499.815918
	Iteration 60F: 3 clusters Score -8007587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 64572 members 
Entering Unmasked Estep 
Score: -8007592.000000 Penalty: 5499.815918
	Iteration 61Q: 3 clusters Score -8007592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
Score: -8007598.000000 Penalty: 5499.815918
	Iteration 62Q: 3 clusters Score -8007598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 64576 members 
Entering Unmasked Estep 
Score: -8007591.000000 Penalty: 5499.815918
	Iteration 63Q: 3 clusters Score -8007591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 64577 members 
Entering Unmasked Estep 
Score: -8007597.500000 Penalty: 5499.815918
	Iteration 64Q: 3 clusters Score -8007598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 64579 members 
Entering Unmasked Estep 
Score: -8007600.000000 Penalty: 5499.815918
	Iteration 65Q: 3 clusters Score -8007600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 64579 members 
Entering Unmasked Estep 
Score: -8007600.000000 Penalty: 5499.815918
	Iteration 66F: 3 clusters Score -8007600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Entering Unmasked Estep 
Score: -1456082.875000 Penalty: 2324.601807
	Iteration 0F: 2 clusters Score -1456083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1447329.500000 Penalty: 4649.203613
	Iteration 0F: 3 clusters Score -1447330 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1449987.250000 Penalty: 4649.203613
	Iteration 1F: 3 clusters Score -1449987 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1450338.750000 Penalty: 4649.203613
	Iteration 2F: 3 clusters Score -1450339 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1450620.750000 Penalty: 4649.203613
	Iteration 3F: 3 clusters Score -1450621 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1450860.375000 Penalty: 4649.203613
	Iteration 4Q: 3 clusters Score -1450860 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1451053.000000 Penalty: 4649.203613
	Iteration 5Q: 3 clusters Score -1451053 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1451239.625000 Penalty: 4649.203613
	Iteration 6Q: 3 clusters Score -1451240 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1451428.625000 Penalty: 4649.203613
	Iteration 7Q: 3 clusters Score -1451429 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1451587.875000 Penalty: 4649.203613
	Iteration 8Q: 3 clusters Score -1451588 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1451722.500000 Penalty: 4649.203613
	Iteration 9Q: 3 clusters Score -1451722 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1451843.375000 Penalty: 4649.203613
	Iteration 10Q: 3 clusters Score -1451843 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1451954.625000 Penalty: 4649.203613
	Iteration 11Q: 3 clusters Score -1451955 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1452052.750000 Penalty: 4649.203613
	Iteration 12Q: 3 clusters Score -1452053 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1452121.625000 Penalty: 4649.203613
	Iteration 13Q: 3 clusters Score -1452122 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1452200.375000 Penalty: 4649.203613
	Iteration 14Q: 3 clusters Score -1452200 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1452277.250000 Penalty: 4649.203613
	Iteration 15Q: 3 clusters Score -1452277 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1452350.375000 Penalty: 4649.203613
	Iteration 16Q: 3 clusters Score -1452350 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1452426.625000 Penalty: 4649.203613
	Iteration 17Q: 3 clusters Score -1452427 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1452505.750000 Penalty: 4649.203613
	Iteration 18Q: 3 clusters Score -1452506 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1452597.125000 Penalty: 4649.203613
	Iteration 19Q: 3 clusters Score -1452597 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1452677.500000 Penalty: 4649.203613
	Iteration 20F: 3 clusters Score -1452678 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1452773.750000 Penalty: 4649.203613
	Iteration 21Q: 3 clusters Score -1452774 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1452864.750000 Penalty: 4649.203613
	Iteration 22Q: 3 clusters Score -1452865 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1452968.250000 Penalty: 4649.203613
	Iteration 23Q: 3 clusters Score -1452968 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1453043.875000 Penalty: 4649.203613
	Iteration 24Q: 3 clusters Score -1453044 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1453115.000000 Penalty: 4649.203613
	Iteration 25Q: 3 clusters Score -1453115 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1453173.500000 Penalty: 4649.203613
	Iteration 26Q: 3 clusters Score -1453174 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1453215.625000 Penalty: 4649.203613
	Iteration 27Q: 3 clusters Score -1453216 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1453245.000000 Penalty: 4649.203613
	Iteration 28Q: 3 clusters Score -1453245 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1453267.125000 Penalty: 4649.203613
	Iteration 29Q: 3 clusters Score -1453267 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1453289.750000 Penalty: 4649.203613
	Iteration 30Q: 3 clusters Score -1453290 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1453309.125000 Penalty: 4649.203613
	Iteration 31Q: 3 clusters Score -1453309 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1453325.125000 Penalty: 4649.203613
	Iteration 32Q: 3 clusters Score -1453325 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1453343.500000 Penalty: 4649.203613
	Iteration 33Q: 3 clusters Score -1453344 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1453353.125000 Penalty: 4649.203613
	Iteration 34Q: 3 clusters Score -1453353 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1453373.125000 Penalty: 4649.203613
	Iteration 35Q: 3 clusters Score -1453373 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1453386.625000 Penalty: 4649.203613
	Iteration 36Q: 3 clusters Score -1453387 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1453400.625000 Penalty: 4649.203613
	Iteration 37Q: 3 clusters Score -1453401 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1453414.750000 Penalty: 4649.203613
	Iteration 38Q: 3 clusters Score -1453415 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1453427.250000 Penalty: 4649.203613
	Iteration 39Q: 3 clusters Score -1453427 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1453441.375000 Penalty: 4649.203613
	Iteration 40F: 3 clusters Score -1453441 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1453455.000000 Penalty: 4649.203613
	Iteration 41Q: 3 clusters Score -1453455 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1453474.625000 Penalty: 4649.203613
	Iteration 42Q: 3 clusters Score -1453475 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1453481.875000 Penalty: 4649.203613
	Iteration 43Q: 3 clusters Score -1453482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1453491.875000 Penalty: 4649.203613
	Iteration 44Q: 3 clusters Score -1453492 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1453495.125000 Penalty: 4649.203613
	Iteration 45Q: 3 clusters Score -1453495 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1453511.125000 Penalty: 4649.203613
	Iteration 46Q: 3 clusters Score -1453511 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1453515.875000 Penalty: 4649.203613
	Iteration 47Q: 3 clusters Score -1453516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1453523.375000 Penalty: 4649.203613
	Iteration 48Q: 3 clusters Score -1453523 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1453525.250000 Penalty: 4649.203613
	Iteration 49Q: 3 clusters Score -1453525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1453530.875000 Penalty: 4649.203613
	Iteration 50Q: 3 clusters Score -1453531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1453531.250000 Penalty: 4649.203613
	Iteration 51Q: 3 clusters Score -1453531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1453534.750000 Penalty: 4649.203613
	Iteration 52Q: 3 clusters Score -1453535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1453540.375000 Penalty: 4649.203613
	Iteration 53Q: 3 clusters Score -1453540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1453541.125000 Penalty: 4649.203613
	Iteration 54Q: 3 clusters Score -1453541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1453541.500000 Penalty: 4649.203613
	Iteration 55Q: 3 clusters Score -1453542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1453544.500000 Penalty: 4649.203613
	Iteration 56Q: 3 clusters Score -1453544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1453548.500000 Penalty: 4649.203613
	Iteration 57Q: 3 clusters Score -1453548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1453550.375000 Penalty: 4649.203613
	Iteration 58Q: 3 clusters Score -1453550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1453555.500000 Penalty: 4649.203613
	Iteration 59Q: 3 clusters Score -1453556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1453556.000000 Penalty: 4649.203613
	Iteration 60F: 3 clusters Score -1453556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1453562.000000 Penalty: 4649.203613
	Iteration 61Q: 3 clusters Score -1453562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1453565.250000 Penalty: 4649.203613
	Iteration 62Q: 3 clusters Score -1453565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1453565.750000 Penalty: 4649.203613
	Iteration 63Q: 3 clusters Score -1453566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1453571.000000 Penalty: 4649.203613
	Iteration 64Q: 3 clusters Score -1453571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1453580.625000 Penalty: 4649.203613
	Iteration 65Q: 3 clusters Score -1453581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1453579.500000 Penalty: 4649.203613
	Iteration 66Q: 3 clusters Score -1453580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1453583.375000 Penalty: 4649.203613
	Iteration 67Q: 3 clusters Score -1453583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1453589.375000 Penalty: 4649.203613
	Iteration 68Q: 3 clusters Score -1453589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1453590.125000 Penalty: 4649.203613
	Iteration 69Q: 3 clusters Score -1453590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1453593.750000 Penalty: 4649.203613
	Iteration 70Q: 3 clusters Score -1453594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1453595.625000 Penalty: 4649.203613
	Iteration 71Q: 3 clusters Score -1453596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1453594.875000 Penalty: 4649.203613
	Iteration 72Q: 3 clusters Score -1453595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1453599.875000 Penalty: 4649.203613
	Iteration 73Q: 3 clusters Score -1453600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1453601.125000 Penalty: 4649.203613
	Iteration 74Q: 3 clusters Score -1453601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1453603.625000 Penalty: 4649.203613
	Iteration 75Q: 3 clusters Score -1453604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1453605.750000 Penalty: 4649.203613
	Iteration 76Q: 3 clusters Score -1453606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1453608.500000 Penalty: 4649.203613
	Iteration 77Q: 3 clusters Score -1453608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1453606.875000 Penalty: 4649.203613
	Iteration 78Q: 3 clusters Score -1453607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1453609.125000 Penalty: 4649.203613
	Iteration 79Q: 3 clusters Score -1453609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1453613.375000 Penalty: 4649.203613
	Iteration 80F: 3 clusters Score -1453613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1453611.625000 Penalty: 4649.203613
	Iteration 81Q: 3 clusters Score -1453612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1453611.250000 Penalty: 4649.203613
	Iteration 82Q: 3 clusters Score -1453611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1453611.125000 Penalty: 4649.203613
	Iteration 83Q: 3 clusters Score -1453611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1453610.500000 Penalty: 4649.203613
	Iteration 84Q: 3 clusters Score -1453610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1453612.750000 Penalty: 4649.203613
	Iteration 85Q: 3 clusters Score -1453613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1453612.875000 Penalty: 4649.203613
	Iteration 86Q: 3 clusters Score -1453613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1453612.875000 Penalty: 4649.203613
	Iteration 87F: 3 clusters Score -1453613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (115745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115745 members 
Entering Unmasked Estep 
Score: -14131108.000000 Penalty: 2891.467773
	Iteration 0F: 2 clusters Score -1.413111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57952 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -14053722.000000 Penalty: 5782.935547
	Iteration 0F: 3 clusters Score -1.405372e+07 nChanged 54983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59967 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -14085308.000000 Penalty: 5782.935547
	Iteration 1F: 3 clusters Score -1.408531e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61417 members 
Mstep: Class 2 contains 54328 members 
Entering Unmasked Estep 
Score: -14086333.000000 Penalty: 5782.935547
	Iteration 2Q: 3 clusters Score -1.408633e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63662 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -14087939.000000 Penalty: 5782.935547
	Iteration 3Q: 3 clusters Score -1.408794e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -14089898.000000 Penalty: 5782.935547
	Iteration 4Q: 3 clusters Score -1.40899e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72236 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -14093520.000000 Penalty: 5782.935547
	Iteration 5F: 3 clusters Score -1.409352e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78826 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -14098659.000000 Penalty: 5782.935547
	Iteration 6F: 3 clusters Score -1.409866e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86431 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -14105022.000000 Penalty: 5782.935547
	Iteration 7F: 3 clusters Score -1.410502e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94097 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -14111927.000000 Penalty: 5782.935547
	Iteration 8F: 3 clusters Score -1.411193e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100875 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -14118165.000000 Penalty: 5782.935547
	Iteration 9F: 3 clusters Score -1.411816e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105943 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -14123174.000000 Penalty: 5782.935547
	Iteration 10Q: 3 clusters Score -1.412317e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109110 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -14126418.000000 Penalty: 5782.935547
	Iteration 11Q: 3 clusters Score -1.412642e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110685 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -14128318.000000 Penalty: 5782.935547
	Iteration 12Q: 3 clusters Score -1.412832e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111389 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -14129375.000000 Penalty: 5782.935547
	Iteration 13Q: 3 clusters Score -1.412938e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111699 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -14129929.000000 Penalty: 5782.935547
	Iteration 14Q: 3 clusters Score -1.412993e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111833 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -14130191.000000 Penalty: 5782.935547
	Iteration 15Q: 3 clusters Score -1.413019e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111922 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -14130301.000000 Penalty: 5782.935547
	Iteration 16Q: 3 clusters Score -1.41303e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112017 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -14130394.000000 Penalty: 5782.935547
	Iteration 17Q: 3 clusters Score -1.413039e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112068 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -14130394.000000 Penalty: 5782.935547
	Iteration 18Q: 3 clusters Score -1.413039e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112104 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -14130421.000000 Penalty: 5782.935547
	Iteration 19Q: 3 clusters Score -1.413042e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112109 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -14130437.000000 Penalty: 5782.935547
	Iteration 20F: 3 clusters Score -1.413044e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112118 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -14130443.000000 Penalty: 5782.935547
	Iteration 21Q: 3 clusters Score -1.413044e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112122 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -14130447.000000 Penalty: 5782.935547
	Iteration 22Q: 3 clusters Score -1.413045e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112125 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -14130441.000000 Penalty: 5782.935547
	Iteration 23Q: 3 clusters Score -1.413044e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112131 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -14130459.000000 Penalty: 5782.935547
	Iteration 24Q: 3 clusters Score -1.413046e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112128 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -14130489.000000 Penalty: 5782.935547
	Iteration 25Q: 3 clusters Score -1.413049e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112122 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -14130479.000000 Penalty: 5782.935547
	Iteration 26Q: 3 clusters Score -1.413048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112119 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -14130484.000000 Penalty: 5782.935547
	Iteration 27Q: 3 clusters Score -1.413048e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112121 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -14130481.000000 Penalty: 5782.935547
	Iteration 28Q: 3 clusters Score -1.413048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112118 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -14130477.000000 Penalty: 5782.935547
	Iteration 29Q: 3 clusters Score -1.413048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112117 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -14130481.000000 Penalty: 5782.935547
	Iteration 30Q: 3 clusters Score -1.413048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112117 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -14130484.000000 Penalty: 5782.935547
	Iteration 31Q: 3 clusters Score -1.413048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112117 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -14130476.000000 Penalty: 5782.935547
	Iteration 32Q: 3 clusters Score -1.413048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112116 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -14130477.000000 Penalty: 5782.935547
	Iteration 33Q: 3 clusters Score -1.413048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112118 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -14130476.000000 Penalty: 5782.935547
	Iteration 34Q: 3 clusters Score -1.413048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112118 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -14130488.000000 Penalty: 5782.935547
	Iteration 35Q: 3 clusters Score -1.413049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112118 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -14130488.000000 Penalty: 5782.935547
	Iteration 36F: 3 clusters Score -1.413049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -48207.117188 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -48207.12 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 251 members 
Entering Unmasked Estep 
Score: -46792.093750 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -46792.09 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46995.007812 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -46995.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47042.906250 Penalty: 3051.755371
	Iteration 2Q: 3 clusters Score -47042.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -47059.890625 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -47059.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47073.398438 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -47073.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -47094.105469 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -47094.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47109.433594 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -47109.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47118.480469 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -47118.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47123.917969 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -47123.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -47128.082031 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -47128.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -47129.675781 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -47129.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -47129.675781 Penalty: 3051.755371
	Iteration 11F: 3 clusters Score -47129.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48401 members 
Entering Unmasked Estep 
Score: -5509204.500000 Penalty: 2675.244385
	Iteration 0F: 2 clusters Score -5509204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -5476489.500000 Penalty: 5350.488770
	Iteration 0F: 3 clusters Score -5476490 nChanged 22320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -5489292.500000 Penalty: 5350.488770
	Iteration 1F: 3 clusters Score -5489292 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -5490528.000000 Penalty: 5350.488770
	Iteration 2F: 3 clusters Score -5490528 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -5492007.000000 Penalty: 5350.488770
	Iteration 3F: 3 clusters Score -5492007 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -5493741.000000 Penalty: 5350.488770
	Iteration 4F: 3 clusters Score -5493741 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -5495720.000000 Penalty: 5350.488770
	Iteration 5F: 3 clusters Score -5495720 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -5497842.500000 Penalty: 5350.488770
	Iteration 6F: 3 clusters Score -5497842 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -5499890.000000 Penalty: 5350.488770
	Iteration 7F: 3 clusters Score -5499890 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -5501603.500000 Penalty: 5350.488770
	Iteration 8F: 3 clusters Score -5501604 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -5502853.000000 Penalty: 5350.488770
	Iteration 9Q: 3 clusters Score -5502853 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -5503756.500000 Penalty: 5350.488770
	Iteration 10Q: 3 clusters Score -5503756 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -5504356.500000 Penalty: 5350.488770
	Iteration 11Q: 3 clusters Score -5504356 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -5504783.000000 Penalty: 5350.488770
	Iteration 12Q: 3 clusters Score -5504783 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -5505086.000000 Penalty: 5350.488770
	Iteration 13Q: 3 clusters Score -5505086 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -5505358.000000 Penalty: 5350.488770
	Iteration 14Q: 3 clusters Score -5505358 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -5505610.500000 Penalty: 5350.488770
	Iteration 15Q: 3 clusters Score -5505610 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -5505834.500000 Penalty: 5350.488770
	Iteration 16Q: 3 clusters Score -5505834 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -5506068.000000 Penalty: 5350.488770
	Iteration 17Q: 3 clusters Score -5506068 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -5506254.500000 Penalty: 5350.488770
	Iteration 18Q: 3 clusters Score -5506254 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -5506432.000000 Penalty: 5350.488770
	Iteration 19Q: 3 clusters Score -5506432 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -5506631.000000 Penalty: 5350.488770
	Iteration 20F: 3 clusters Score -5506631 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -5506807.500000 Penalty: 5350.488770
	Iteration 21Q: 3 clusters Score -5506808 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -5506959.500000 Penalty: 5350.488770
	Iteration 22Q: 3 clusters Score -5506960 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -5507122.000000 Penalty: 5350.488770
	Iteration 23Q: 3 clusters Score -5507122 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -5507275.000000 Penalty: 5350.488770
	Iteration 24Q: 3 clusters Score -5507275 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -5507397.500000 Penalty: 5350.488770
	Iteration 25Q: 3 clusters Score -5507398 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -5507530.000000 Penalty: 5350.488770
	Iteration 26Q: 3 clusters Score -5507530 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -5507638.000000 Penalty: 5350.488770
	Iteration 27Q: 3 clusters Score -5507638 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -5507703.000000 Penalty: 5350.488770
	Iteration 28Q: 3 clusters Score -5507703 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5507750.500000 Penalty: 5350.488770
	Iteration 29Q: 3 clusters Score -5507750 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -5507777.500000 Penalty: 5350.488770
	Iteration 30Q: 3 clusters Score -5507778 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5507814.500000 Penalty: 5350.488770
	Iteration 31Q: 3 clusters Score -5507814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -5507830.500000 Penalty: 5350.488770
	Iteration 32Q: 3 clusters Score -5507830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -5507846.500000 Penalty: 5350.488770
	Iteration 33Q: 3 clusters Score -5507846 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -5507876.500000 Penalty: 5350.488770
	Iteration 34Q: 3 clusters Score -5507876 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5507937.000000 Penalty: 5350.488770
	Iteration 35Q: 3 clusters Score -5507937 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5508025.500000 Penalty: 5350.488770
	Iteration 36Q: 3 clusters Score -5508026 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5508136.500000 Penalty: 5350.488770
	Iteration 37Q: 3 clusters Score -5508136 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5508182.000000 Penalty: 5350.488770
	Iteration 38Q: 3 clusters Score -5508182 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5508227.500000 Penalty: 5350.488770
	Iteration 39Q: 3 clusters Score -5508228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5508246.500000 Penalty: 5350.488770
	Iteration 40F: 3 clusters Score -5508246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5508255.000000 Penalty: 5350.488770
	Iteration 41Q: 3 clusters Score -5508255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5508261.500000 Penalty: 5350.488770
	Iteration 42Q: 3 clusters Score -5508262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5508269.000000 Penalty: 5350.488770
	Iteration 43Q: 3 clusters Score -5508269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5508274.500000 Penalty: 5350.488770
	Iteration 44Q: 3 clusters Score -5508274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -5508278.500000 Penalty: 5350.488770
	Iteration 45Q: 3 clusters Score -5508278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5508282.500000 Penalty: 5350.488770
	Iteration 46Q: 3 clusters Score -5508282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5508279.000000 Penalty: 5350.488770
	Iteration 47Q: 3 clusters Score -5508279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5508276.000000 Penalty: 5350.488770
	Iteration 48Q: 3 clusters Score -5508276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5508276.000000 Penalty: 5350.488770
	Iteration 49F: 3 clusters Score -5508276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (160417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160417 members 
Entering Unmasked Estep 
Score: -19448548.000000 Penalty: 2972.411865
	Iteration 0F: 2 clusters Score -1.944855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80355 members 
Mstep: Class 2 contains 80062 members 
Entering Unmasked Estep 
Score: -19341032.000000 Penalty: 5944.823730
	Iteration 0F: 3 clusters Score -1.934103e+07 nChanged 76533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80732 members 
Mstep: Class 2 contains 79685 members 
Entering Unmasked Estep 
Score: -19385552.000000 Penalty: 5944.823730
	Iteration 1F: 3 clusters Score -1.938555e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80348 members 
Mstep: Class 2 contains 80069 members 
Entering Unmasked Estep 
Score: -19386920.000000 Penalty: 5944.823730
	Iteration 2Q: 3 clusters Score -1.938692e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79658 members 
Mstep: Class 2 contains 80759 members 
Entering Unmasked Estep 
Score: -19388540.000000 Penalty: 5944.823730
	Iteration 3Q: 3 clusters Score -1.938854e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78509 members 
Mstep: Class 2 contains 81908 members 
Entering Unmasked Estep 
Score: -19390628.000000 Penalty: 5944.823730
	Iteration 4Q: 3 clusters Score -1.939063e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76875 members 
Mstep: Class 2 contains 83542 members 
Entering Unmasked Estep 
Score: -19393436.000000 Penalty: 5944.823730
	Iteration 5Q: 3 clusters Score -1.939344e+07 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74781 members 
Mstep: Class 2 contains 85636 members 
Entering Unmasked Estep 
Score: -19396934.000000 Penalty: 5944.823730
	Iteration 6F: 3 clusters Score -1.939693e+07 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72358 members 
Mstep: Class 2 contains 88059 members 
Entering Unmasked Estep 
Score: -19400626.000000 Penalty: 5944.823730
	Iteration 7F: 3 clusters Score -1.940063e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69681 members 
Mstep: Class 2 contains 90736 members 
Entering Unmasked Estep 
Score: -19403818.000000 Penalty: 5944.823730
	Iteration 8F: 3 clusters Score -1.940382e+07 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66875 members 
Mstep: Class 2 contains 93542 members 
Entering Unmasked Estep 
Score: -19406250.000000 Penalty: 5944.823730
	Iteration 9Q: 3 clusters Score -1.940625e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63901 members 
Mstep: Class 2 contains 96516 members 
Entering Unmasked Estep 
Score: -19408280.000000 Penalty: 5944.823730
	Iteration 10Q: 3 clusters Score -1.940828e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60669 members 
Mstep: Class 2 contains 99748 members 
Entering Unmasked Estep 
Score: -19409746.000000 Penalty: 5944.823730
	Iteration 11Q: 3 clusters Score -1.940975e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57007 members 
Mstep: Class 2 contains 103410 members 
Entering Unmasked Estep 
Score: -19411282.000000 Penalty: 5944.823730
	Iteration 12Q: 3 clusters Score -1.941128e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 107627 members 
Entering Unmasked Estep 
Score: -19412980.000000 Penalty: 5944.823730
	Iteration 13Q: 3 clusters Score -1.941298e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 112682 members 
Entering Unmasked Estep 
Score: -19415056.000000 Penalty: 5944.823730
	Iteration 14Q: 3 clusters Score -1.941506e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 118521 members 
Entering Unmasked Estep 
Score: -19418412.000000 Penalty: 5944.823730
	Iteration 15Q: 3 clusters Score -1.941841e+07 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 125148 members 
Entering Unmasked Estep 
Score: -19422914.000000 Penalty: 5944.823730
	Iteration 16Q: 3 clusters Score -1.942291e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 131944 members 
Entering Unmasked Estep 
Score: -19428400.000000 Penalty: 5944.823730
	Iteration 17Q: 3 clusters Score -1.94284e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 137829 members 
Entering Unmasked Estep 
Score: -19433354.000000 Penalty: 5944.823730
	Iteration 18Q: 3 clusters Score -1.943335e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 142375 members 
Entering Unmasked Estep 
Score: -19437230.000000 Penalty: 5944.823730
	Iteration 19Q: 3 clusters Score -1.943723e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 145653 members 
Entering Unmasked Estep 
Score: -19439846.000000 Penalty: 5944.823730
	Iteration 20F: 3 clusters Score -1.943985e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 148157 members 
Entering Unmasked Estep 
Score: -19441750.000000 Penalty: 5944.823730
	Iteration 21Q: 3 clusters Score -1.944175e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 150136 members 
Entering Unmasked Estep 
Score: -19442932.000000 Penalty: 5944.823730
	Iteration 22Q: 3 clusters Score -1.944293e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 151638 members 
Entering Unmasked Estep 
Score: -19443782.000000 Penalty: 5944.823730
	Iteration 23Q: 3 clusters Score -1.944378e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 152803 members 
Entering Unmasked Estep 
Score: -19444514.000000 Penalty: 5944.823730
	Iteration 24Q: 3 clusters Score -1.944451e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 153749 members 
Entering Unmasked Estep 
Score: -19444974.000000 Penalty: 5944.823730
	Iteration 25Q: 3 clusters Score -1.944497e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 154488 members 
Entering Unmasked Estep 
Score: -19445354.000000 Penalty: 5944.823730
	Iteration 26Q: 3 clusters Score -1.944535e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 155043 members 
Entering Unmasked Estep 
Score: -19445680.000000 Penalty: 5944.823730
	Iteration 27Q: 3 clusters Score -1.944568e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 155441 members 
Entering Unmasked Estep 
Score: -19446018.000000 Penalty: 5944.823730
	Iteration 28Q: 3 clusters Score -1.944602e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 155753 members 
Entering Unmasked Estep 
Score: -19446264.000000 Penalty: 5944.823730
	Iteration 29Q: 3 clusters Score -1.944626e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 156002 members 
Entering Unmasked Estep 
Score: -19446424.000000 Penalty: 5944.823730
	Iteration 30Q: 3 clusters Score -1.944642e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 156168 members 
Entering Unmasked Estep 
Score: -19446590.000000 Penalty: 5944.823730
	Iteration 31Q: 3 clusters Score -1.944659e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 156265 members 
Entering Unmasked Estep 
Score: -19446660.000000 Penalty: 5944.823730
	Iteration 32Q: 3 clusters Score -1.944666e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 156365 members 
Entering Unmasked Estep 
Score: -19446766.000000 Penalty: 5944.823730
	Iteration 33Q: 3 clusters Score -1.944677e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 156454 members 
Entering Unmasked Estep 
Score: -19446818.000000 Penalty: 5944.823730
	Iteration 34Q: 3 clusters Score -1.944682e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 156526 members 
Entering Unmasked Estep 
Score: -19446872.000000 Penalty: 5944.823730
	Iteration 35Q: 3 clusters Score -1.944687e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 156557 members 
Entering Unmasked Estep 
Score: -19446882.000000 Penalty: 5944.823730
	Iteration 36Q: 3 clusters Score -1.944688e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 156580 members 
Entering Unmasked Estep 
Score: -19446936.000000 Penalty: 5944.823730
	Iteration 37Q: 3 clusters Score -1.944694e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 156612 members 
Entering Unmasked Estep 
Score: -19446946.000000 Penalty: 5944.823730
	Iteration 38Q: 3 clusters Score -1.944695e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 156636 members 
Entering Unmasked Estep 
Score: -19446930.000000 Penalty: 5944.823730
	Iteration 39Q: 3 clusters Score -1.944693e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 156655 members 
Entering Unmasked Estep 
Score: -19446912.000000 Penalty: 5944.823730
	Iteration 40F: 3 clusters Score -1.944691e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 156666 members 
Entering Unmasked Estep 
Score: -19446918.000000 Penalty: 5944.823730
	Iteration 41Q: 3 clusters Score -1.944692e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 156677 members 
Entering Unmasked Estep 
Score: -19446968.000000 Penalty: 5944.823730
	Iteration 42Q: 3 clusters Score -1.944697e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 156687 members 
Entering Unmasked Estep 
Score: -19446988.000000 Penalty: 5944.823730
	Iteration 43Q: 3 clusters Score -1.944699e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 156690 members 
Entering Unmasked Estep 
Score: -19446976.000000 Penalty: 5944.823730
	Iteration 44Q: 3 clusters Score -1.944698e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 156688 members 
Entering Unmasked Estep 
Score: -19446992.000000 Penalty: 5944.823730
	Iteration 45Q: 3 clusters Score -1.944699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 156683 members 
Entering Unmasked Estep 
Score: -19446988.000000 Penalty: 5944.823730
	Iteration 46Q: 3 clusters Score -1.944699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 156680 members 
Entering Unmasked Estep 
Score: -19447002.000000 Penalty: 5944.823730
	Iteration 47Q: 3 clusters Score -1.9447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 156682 members 
Entering Unmasked Estep 
Score: -19446996.000000 Penalty: 5944.823730
	Iteration 48Q: 3 clusters Score -1.9447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 156682 members 
Entering Unmasked Estep 
Score: -19446998.000000 Penalty: 5944.823730
	Iteration 49Q: 3 clusters Score -1.9447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 156684 members 
Entering Unmasked Estep 
Score: -19447002.000000 Penalty: 5944.823730
	Iteration 50Q: 3 clusters Score -1.9447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 156687 members 
Entering Unmasked Estep 
Score: -19447006.000000 Penalty: 5944.823730
	Iteration 51Q: 3 clusters Score -1.944701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 156688 members 
Entering Unmasked Estep 
Score: -19447024.000000 Penalty: 5944.823730
	Iteration 52Q: 3 clusters Score -1.944702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 156691 members 
Entering Unmasked Estep 
Score: -19447014.000000 Penalty: 5944.823730
	Iteration 53Q: 3 clusters Score -1.944701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 156693 members 
Entering Unmasked Estep 
Score: -19447008.000000 Penalty: 5944.823730
	Iteration 54Q: 3 clusters Score -1.944701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 156693 members 
Entering Unmasked Estep 
Score: -19447008.000000 Penalty: 5944.823730
	Iteration 55F: 3 clusters Score -1.944701e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (67023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67023 members 
Entering Unmasked Estep 
Score: -8224215.500000 Penalty: 2755.972168
	Iteration 0F: 2 clusters Score -8224216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -8179047.500000 Penalty: 5511.944336
	Iteration 0F: 3 clusters Score -8179048 nChanged 31401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -8196818.000000 Penalty: 5511.944336
	Iteration 1F: 3 clusters Score -8196818 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -8197596.000000 Penalty: 5511.944336
	Iteration 2Q: 3 clusters Score -8197596 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -8198568.000000 Penalty: 5511.944336
	Iteration 3Q: 3 clusters Score -8198568 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -8199965.500000 Penalty: 5511.944336
	Iteration 4Q: 3 clusters Score -8199966 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -8201607.500000 Penalty: 5511.944336
	Iteration 5F: 3 clusters Score -8201608 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -8203273.500000 Penalty: 5511.944336
	Iteration 6F: 3 clusters Score -8203274 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -8204976.000000 Penalty: 5511.944336
	Iteration 7F: 3 clusters Score -8204976 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -8206495.500000 Penalty: 5511.944336
	Iteration 8F: 3 clusters Score -8206496 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -8207667.000000 Penalty: 5511.944336
	Iteration 9Q: 3 clusters Score -8207667 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -8208555.500000 Penalty: 5511.944336
	Iteration 10Q: 3 clusters Score -8208556 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -8209497.500000 Penalty: 5511.944336
	Iteration 11Q: 3 clusters Score -8209498 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -8210340.000000 Penalty: 5511.944336
	Iteration 12Q: 3 clusters Score -8210340 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -8211287.500000 Penalty: 5511.944336
	Iteration 13Q: 3 clusters Score -8211288 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -8212210.500000 Penalty: 5511.944336
	Iteration 14Q: 3 clusters Score -8212210 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -8213078.500000 Penalty: 5511.944336
	Iteration 15Q: 3 clusters Score -8213078 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -8213853.000000 Penalty: 5511.944336
	Iteration 16Q: 3 clusters Score -8213853 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 48677 members 
Entering Unmasked Estep 
Score: -8214450.000000 Penalty: 5511.944336
	Iteration 17Q: 3 clusters Score -8214450 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -8214950.000000 Penalty: 5511.944336
	Iteration 18Q: 3 clusters Score -8214950 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -8215335.000000 Penalty: 5511.944336
	Iteration 19Q: 3 clusters Score -8215335 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -8215787.500000 Penalty: 5511.944336
	Iteration 20F: 3 clusters Score -8215788 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -8216185.500000 Penalty: 5511.944336
	Iteration 21Q: 3 clusters Score -8216186 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 53741 members 
Entering Unmasked Estep 
Score: -8216552.500000 Penalty: 5511.944336
	Iteration 22Q: 3 clusters Score -8216552 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 54696 members 
Entering Unmasked Estep 
Score: -8216929.000000 Penalty: 5511.944336
	Iteration 23Q: 3 clusters Score -8216929 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 55631 members 
Entering Unmasked Estep 
Score: -8217299.000000 Penalty: 5511.944336
	Iteration 24Q: 3 clusters Score -8217299 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 56508 members 
Entering Unmasked Estep 
Score: -8217623.500000 Penalty: 5511.944336
	Iteration 25Q: 3 clusters Score -8217624 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -8217960.000000 Penalty: 5511.944336
	Iteration 26Q: 3 clusters Score -8217960 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -8218291.000000 Penalty: 5511.944336
	Iteration 27Q: 3 clusters Score -8218291 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 58900 members 
Entering Unmasked Estep 
Score: -8218598.000000 Penalty: 5511.944336
	Iteration 28Q: 3 clusters Score -8218598 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 59630 members 
Entering Unmasked Estep 
Score: -8218861.500000 Penalty: 5511.944336
	Iteration 29Q: 3 clusters Score -8218862 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 60300 members 
Entering Unmasked Estep 
Score: -8219150.000000 Penalty: 5511.944336
	Iteration 30Q: 3 clusters Score -8219150 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 60976 members 
Entering Unmasked Estep 
Score: -8219447.000000 Penalty: 5511.944336
	Iteration 31Q: 3 clusters Score -8219447 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 61614 members 
Entering Unmasked Estep 
Score: -8219725.000000 Penalty: 5511.944336
	Iteration 32Q: 3 clusters Score -8219725 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 62186 members 
Entering Unmasked Estep 
Score: -8219965.000000 Penalty: 5511.944336
	Iteration 33Q: 3 clusters Score -8219965 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 62704 members 
Entering Unmasked Estep 
Score: -8220206.500000 Penalty: 5511.944336
	Iteration 34Q: 3 clusters Score -8220206 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -8220378.000000 Penalty: 5511.944336
	Iteration 35Q: 3 clusters Score -8220378 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 63618 members 
Entering Unmasked Estep 
Score: -8220573.000000 Penalty: 5511.944336
	Iteration 36Q: 3 clusters Score -8220573 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 64043 members 
Entering Unmasked Estep 
Score: -8220745.500000 Penalty: 5511.944336
	Iteration 37Q: 3 clusters Score -8220746 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 64433 members 
Entering Unmasked Estep 
Score: -8220937.000000 Penalty: 5511.944336
	Iteration 38Q: 3 clusters Score -8220937 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 64749 members 
Entering Unmasked Estep 
Score: -8221091.000000 Penalty: 5511.944336
	Iteration 39Q: 3 clusters Score -8221091 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 65045 members 
Entering Unmasked Estep 
Score: -8221235.500000 Penalty: 5511.944336
	Iteration 40F: 3 clusters Score -8221236 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 65277 members 
Entering Unmasked Estep 
Score: -8221321.000000 Penalty: 5511.944336
	Iteration 41Q: 3 clusters Score -8221321 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -8221402.000000 Penalty: 5511.944336
	Iteration 42Q: 3 clusters Score -8221402 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 65595 members 
Entering Unmasked Estep 
Score: -8221480.500000 Penalty: 5511.944336
	Iteration 43Q: 3 clusters Score -8221480 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 65712 members 
Entering Unmasked Estep 
Score: -8221583.000000 Penalty: 5511.944336
	Iteration 44Q: 3 clusters Score -8221583 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 65808 members 
Entering Unmasked Estep 
Score: -8221644.500000 Penalty: 5511.944336
	Iteration 45Q: 3 clusters Score -8221644 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 65899 members 
Entering Unmasked Estep 
Score: -8221707.000000 Penalty: 5511.944336
	Iteration 46Q: 3 clusters Score -8221707 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 65978 members 
Entering Unmasked Estep 
Score: -8221752.500000 Penalty: 5511.944336
	Iteration 47Q: 3 clusters Score -8221752 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 66045 members 
Entering Unmasked Estep 
Score: -8221780.500000 Penalty: 5511.944336
	Iteration 48Q: 3 clusters Score -8221780 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 66098 members 
Entering Unmasked Estep 
Score: -8221813.000000 Penalty: 5511.944336
	Iteration 49Q: 3 clusters Score -8221813 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 66130 members 
Entering Unmasked Estep 
Score: -8221825.000000 Penalty: 5511.944336
	Iteration 50Q: 3 clusters Score -8221825 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 66166 members 
Entering Unmasked Estep 
Score: -8221842.000000 Penalty: 5511.944336
	Iteration 51Q: 3 clusters Score -8221842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 66197 members 
Entering Unmasked Estep 
Score: -8221862.000000 Penalty: 5511.944336
	Iteration 52Q: 3 clusters Score -8221862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 66217 members 
Entering Unmasked Estep 
Score: -8221867.000000 Penalty: 5511.944336
	Iteration 53Q: 3 clusters Score -8221867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 66229 members 
Entering Unmasked Estep 
Score: -8221864.500000 Penalty: 5511.944336
	Iteration 54Q: 3 clusters Score -8221864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 66240 members 
Entering Unmasked Estep 
Score: -8221877.500000 Penalty: 5511.944336
	Iteration 55Q: 3 clusters Score -8221878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 66247 members 
Entering Unmasked Estep 
Score: -8221883.500000 Penalty: 5511.944336
	Iteration 56Q: 3 clusters Score -8221884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -8221883.500000 Penalty: 5511.944336
	Iteration 57Q: 3 clusters Score -8221884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 66257 members 
Entering Unmasked Estep 
Score: -8221888.000000 Penalty: 5511.944336
	Iteration 58Q: 3 clusters Score -8221888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 66260 members 
Entering Unmasked Estep 
Score: -8221883.500000 Penalty: 5511.944336
	Iteration 59Q: 3 clusters Score -8221884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 66262 members 
Entering Unmasked Estep 
Score: -8221886.000000 Penalty: 5511.944336
	Iteration 60F: 3 clusters Score -8221886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 66264 members 
Entering Unmasked Estep 
Score: -8221889.000000 Penalty: 5511.944336
	Iteration 61Q: 3 clusters Score -8221889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 66264 members 
Entering Unmasked Estep 
Score: -8221885.000000 Penalty: 5511.944336
	Iteration 62Q: 3 clusters Score -8221885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 66266 members 
Entering Unmasked Estep 
Score: -8221889.000000 Penalty: 5511.944336
	Iteration 63Q: 3 clusters Score -8221889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 66267 members 
Entering Unmasked Estep 
Score: -8221888.500000 Penalty: 5511.944336
	Iteration 64Q: 3 clusters Score -8221888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 66267 members 
Entering Unmasked Estep 
Score: -8221888.500000 Penalty: 5511.944336
	Iteration 65F: 3 clusters Score -8221888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Entering Unmasked Estep 
Score: -1787879.625000 Penalty: 2391.407471
	Iteration 0F: 2 clusters Score -1787880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1776776.125000 Penalty: 4782.814941
	Iteration 0F: 3 clusters Score -1776776 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1780396.500000 Penalty: 4782.814941
	Iteration 1F: 3 clusters Score -1780396 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1780871.875000 Penalty: 4782.814941
	Iteration 2F: 3 clusters Score -1780872 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1781306.750000 Penalty: 4782.814941
	Iteration 3F: 3 clusters Score -1781307 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1781734.000000 Penalty: 4782.814941
	Iteration 4F: 3 clusters Score -1781734 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1782207.000000 Penalty: 4782.814941
	Iteration 5F: 3 clusters Score -1782207 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1782719.125000 Penalty: 4782.814941
	Iteration 6F: 3 clusters Score -1782719 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1783266.250000 Penalty: 4782.814941
	Iteration 7F: 3 clusters Score -1783266 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1783804.375000 Penalty: 4782.814941
	Iteration 8Q: 3 clusters Score -1783804 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1784308.500000 Penalty: 4782.814941
	Iteration 9Q: 3 clusters Score -1784308 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1784770.875000 Penalty: 4782.814941
	Iteration 10Q: 3 clusters Score -1784771 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1785120.750000 Penalty: 4782.814941
	Iteration 11Q: 3 clusters Score -1785121 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1785353.375000 Penalty: 4782.814941
	Iteration 12Q: 3 clusters Score -1785353 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1785491.125000 Penalty: 4782.814941
	Iteration 13Q: 3 clusters Score -1785491 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1785595.250000 Penalty: 4782.814941
	Iteration 14Q: 3 clusters Score -1785595 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1785672.250000 Penalty: 4782.814941
	Iteration 15Q: 3 clusters Score -1785672 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1785726.000000 Penalty: 4782.814941
	Iteration 16Q: 3 clusters Score -1785726 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1785764.500000 Penalty: 4782.814941
	Iteration 17Q: 3 clusters Score -1785764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1785785.125000 Penalty: 4782.814941
	Iteration 18Q: 3 clusters Score -1785785 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1785809.000000 Penalty: 4782.814941
	Iteration 19Q: 3 clusters Score -1785809 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1785831.250000 Penalty: 4782.814941
	Iteration 20F: 3 clusters Score -1785831 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1785848.500000 Penalty: 4782.814941
	Iteration 21Q: 3 clusters Score -1785848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1785864.625000 Penalty: 4782.814941
	Iteration 22Q: 3 clusters Score -1785865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1785877.500000 Penalty: 4782.814941
	Iteration 23Q: 3 clusters Score -1785878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1785887.125000 Penalty: 4782.814941
	Iteration 24Q: 3 clusters Score -1785887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1785901.125000 Penalty: 4782.814941
	Iteration 25Q: 3 clusters Score -1785901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1785906.625000 Penalty: 4782.814941
	Iteration 26Q: 3 clusters Score -1785907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1785914.500000 Penalty: 4782.814941
	Iteration 27Q: 3 clusters Score -1785914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1785918.375000 Penalty: 4782.814941
	Iteration 28Q: 3 clusters Score -1785918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1785920.750000 Penalty: 4782.814941
	Iteration 29Q: 3 clusters Score -1785921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1785922.250000 Penalty: 4782.814941
	Iteration 30Q: 3 clusters Score -1785922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1785923.000000 Penalty: 4782.814941
	Iteration 31Q: 3 clusters Score -1785923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1785923.000000 Penalty: 4782.814941
	Iteration 32F: 3 clusters Score -1785923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Entering Unmasked Estep 
Score: -1016603.562500 Penalty: 2252.658936
	Iteration 0F: 2 clusters Score -1016604 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 4345 members 
Entering Unmasked Estep 
Score: -1009683.562500 Penalty: 4505.317871
	Iteration 0F: 3 clusters Score -1009684 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1011712.937500 Penalty: 4505.317871
	Iteration 1F: 3 clusters Score -1011713 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1012023.312500 Penalty: 4505.317871
	Iteration 2F: 3 clusters Score -1012023 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1012238.875000 Penalty: 4505.317871
	Iteration 3F: 3 clusters Score -1012239 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1012400.875000 Penalty: 4505.317871
	Iteration 4Q: 3 clusters Score -1012401 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1012540.875000 Penalty: 4505.317871
	Iteration 5Q: 3 clusters Score -1012541 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1012682.125000 Penalty: 4505.317871
	Iteration 6Q: 3 clusters Score -1012682 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1012825.625000 Penalty: 4505.317871
	Iteration 7Q: 3 clusters Score -1012826 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1012980.312500 Penalty: 4505.317871
	Iteration 8Q: 3 clusters Score -1012980 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1013147.750000 Penalty: 4505.317871
	Iteration 9Q: 3 clusters Score -1013148 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1013321.062500 Penalty: 4505.317871
	Iteration 10Q: 3 clusters Score -1013321 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1013481.125000 Penalty: 4505.317871
	Iteration 11Q: 3 clusters Score -1013481 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1013648.812500 Penalty: 4505.317871
	Iteration 12Q: 3 clusters Score -1013649 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1013799.375000 Penalty: 4505.317871
	Iteration 13Q: 3 clusters Score -1013799 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1013940.437500 Penalty: 4505.317871
	Iteration 14Q: 3 clusters Score -1013940 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1014048.875000 Penalty: 4505.317871
	Iteration 15Q: 3 clusters Score -1014049 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1014134.437500 Penalty: 4505.317871
	Iteration 16Q: 3 clusters Score -1014134 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1014215.812500 Penalty: 4505.317871
	Iteration 17Q: 3 clusters Score -1014216 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1014293.437500 Penalty: 4505.317871
	Iteration 18Q: 3 clusters Score -1014293 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1014354.187500 Penalty: 4505.317871
	Iteration 19Q: 3 clusters Score -1014354 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1014405.562500 Penalty: 4505.317871
	Iteration 20F: 3 clusters Score -1014406 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1014456.062500 Penalty: 4505.317871
	Iteration 21Q: 3 clusters Score -1014456 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1014494.750000 Penalty: 4505.317871
	Iteration 22Q: 3 clusters Score -1014495 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1014529.750000 Penalty: 4505.317871
	Iteration 23Q: 3 clusters Score -1014530 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1014567.250000 Penalty: 4505.317871
	Iteration 24Q: 3 clusters Score -1014567 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1014602.687500 Penalty: 4505.317871
	Iteration 25Q: 3 clusters Score -1014603 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1014630.062500 Penalty: 4505.317871
	Iteration 26Q: 3 clusters Score -1014630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1014650.312500 Penalty: 4505.317871
	Iteration 27Q: 3 clusters Score -1014650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1014669.250000 Penalty: 4505.317871
	Iteration 28Q: 3 clusters Score -1014669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1014681.937500 Penalty: 4505.317871
	Iteration 29Q: 3 clusters Score -1014682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1014694.937500 Penalty: 4505.317871
	Iteration 30Q: 3 clusters Score -1014695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1014704.437500 Penalty: 4505.317871
	Iteration 31Q: 3 clusters Score -1014704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1014706.875000 Penalty: 4505.317871
	Iteration 32Q: 3 clusters Score -1014707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1014710.250000 Penalty: 4505.317871
	Iteration 33Q: 3 clusters Score -1014710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1014712.187500 Penalty: 4505.317871
	Iteration 34Q: 3 clusters Score -1014712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1014718.375000 Penalty: 4505.317871
	Iteration 35Q: 3 clusters Score -1014718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1014722.187500 Penalty: 4505.317871
	Iteration 36Q: 3 clusters Score -1014722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1014725.250000 Penalty: 4505.317871
	Iteration 37Q: 3 clusters Score -1014725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1014731.437500 Penalty: 4505.317871
	Iteration 38Q: 3 clusters Score -1014731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1014740.250000 Penalty: 4505.317871
	Iteration 39Q: 3 clusters Score -1014740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1014744.437500 Penalty: 4505.317871
	Iteration 40F: 3 clusters Score -1014744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1014756.687500 Penalty: 4505.317871
	Iteration 41Q: 3 clusters Score -1014757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1014766.312500 Penalty: 4505.317871
	Iteration 42Q: 3 clusters Score -1014766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1014770.625000 Penalty: 4505.317871
	Iteration 43Q: 3 clusters Score -1014771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1014773.687500 Penalty: 4505.317871
	Iteration 44Q: 3 clusters Score -1014774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1014783.437500 Penalty: 4505.317871
	Iteration 45Q: 3 clusters Score -1014783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1014792.062500 Penalty: 4505.317871
	Iteration 46Q: 3 clusters Score -1014792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1014805.000000 Penalty: 4505.317871
	Iteration 47Q: 3 clusters Score -1014805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1014815.562500 Penalty: 4505.317871
	Iteration 48Q: 3 clusters Score -1014816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1014825.687500 Penalty: 4505.317871
	Iteration 49Q: 3 clusters Score -1014826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1014831.625000 Penalty: 4505.317871
	Iteration 50Q: 3 clusters Score -1014832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1014834.437500 Penalty: 4505.317871
	Iteration 51Q: 3 clusters Score -1014834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1014837.875000 Penalty: 4505.317871
	Iteration 52Q: 3 clusters Score -1014838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1014838.875000 Penalty: 4505.317871
	Iteration 53Q: 3 clusters Score -1014839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1014838.687500 Penalty: 4505.317871
	Iteration 54Q: 3 clusters Score -1014839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1014839.750000 Penalty: 4505.317871
	Iteration 55Q: 3 clusters Score -1014840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1014839.750000 Penalty: 4505.317871
	Iteration 56F: 3 clusters Score -1014840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Entering Unmasked Estep 
Score: -4587787.000000 Penalty: 2611.549316
	Iteration 0F: 2 clusters Score -4587787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -4562322.500000 Penalty: 5223.098633
	Iteration 0F: 3 clusters Score -4562322 nChanged 17081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -4571822.500000 Penalty: 5223.098633
	Iteration 1F: 3 clusters Score -4571822 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -4572460.000000 Penalty: 5223.098633
	Iteration 2Q: 3 clusters Score -4572460 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -4573135.500000 Penalty: 5223.098633
	Iteration 3Q: 3 clusters Score -4573136 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -4573885.000000 Penalty: 5223.098633
	Iteration 4Q: 3 clusters Score -4573885 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -4574746.500000 Penalty: 5223.098633
	Iteration 5F: 3 clusters Score -4574746 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -4575673.500000 Penalty: 5223.098633
	Iteration 6F: 3 clusters Score -4575674 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -4576700.000000 Penalty: 5223.098633
	Iteration 7F: 3 clusters Score -4576700 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -4577769.500000 Penalty: 5223.098633
	Iteration 8F: 3 clusters Score -4577770 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -4578728.000000 Penalty: 5223.098633
	Iteration 9F: 3 clusters Score -4578728 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -4579505.500000 Penalty: 5223.098633
	Iteration 10Q: 3 clusters Score -4579506 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -4580140.000000 Penalty: 5223.098633
	Iteration 11Q: 3 clusters Score -4580140 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -4580591.000000 Penalty: 5223.098633
	Iteration 12Q: 3 clusters Score -4580591 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -4580973.000000 Penalty: 5223.098633
	Iteration 13Q: 3 clusters Score -4580973 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -4581334.500000 Penalty: 5223.098633
	Iteration 14Q: 3 clusters Score -4581334 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -4581706.500000 Penalty: 5223.098633
	Iteration 15Q: 3 clusters Score -4581706 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4582142 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -4582563.000000 Penalty: 5223.098633
	Iteration 17Q: 3 clusters Score -4582563 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4582984 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -4583427.000000 Penalty: 5223.098633
	Iteration 19Q: 3 clusters Score -4583427 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -4583898.500000 Penalty: 5223.098633
	Iteration 20F: 3 clusters Score -4583898 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4584291 nChanged 609
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4584649.500000 Penalty: 5223.098633
	Iteration 22Q: 3 clusters Score -4584650 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4584913.000000 Penalty: 5223.098633
	Iteration 23Q: 3 clusters Score -4584913 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4585077.500000 Penalty: 5223.098633
	Iteration 24Q: 3 clusters Score -4585078 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4585188.500000 Penalty: 5223.098633
	Iteration 25Q: 3 clusters Score -4585188 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4585305.500000 Penalty: 5223.098633
	Iteration 26Q: 3 clusters Score -4585306 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4585401.000000 Penalty: 5223.098633
	Iteration 27Q: 3 clusters Score -4585401 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4585455.500000 Penalty: 5223.098633
	Iteration 28Q: 3 clusters Score -4585456 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4585502.000000 Penalty: 5223.098633
	Iteration 29Q: 3 clusters Score -4585502 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4585539.500000 Penalty: 5223.098633
	Iteration 30Q: 3 clusters Score -4585540 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4585568.000000 Penalty: 5223.098633
	Iteration 31Q: 3 clusters Score -4585568 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4585610.500000 Penalty: 5223.098633
	Iteration 32Q: 3 clusters Score -4585610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4585631.000000 Penalty: 5223.098633
	Iteration 33Q: 3 clusters Score -4585631 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4585661.500000 Penalty: 5223.098633
	Iteration 34Q: 3 clusters Score -4585662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4585673.000000 Penalty: 5223.098633
	Iteration 35Q: 3 clusters Score -4585673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4585685.000000 Penalty: 5223.098633
	Iteration 36Q: 3 clusters Score -4585685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4585681.500000 Penalty: 5223.098633
	Iteration 37Q: 3 clusters Score -4585682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4585686.500000 Penalty: 5223.098633
	Iteration 38Q: 3 clusters Score -4585686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4585691.000000 Penalty: 5223.098633
	Iteration 39Q: 3 clusters Score -4585691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4585700.500000 Penalty: 5223.098633
	Iteration 40F: 3 clusters Score -4585700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4585704.000000 Penalty: 5223.098633
	Iteration 41Q: 3 clusters Score -4585704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4585703.500000 Penalty: 5223.098633
	Iteration 42Q: 3 clusters Score -4585704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4585703.000000 Penalty: 5223.098633
	Iteration 43Q: 3 clusters Score -4585703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4585701.000000 Penalty: 5223.098633
	Iteration 44Q: 3 clusters Score -4585701 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4585705.000000 Penalty: 5223.098633
	Iteration 45Q: 3 clusters Score -4585705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4585711.000000 Penalty: 5223.098633
	Iteration 46Q: 3 clusters Score -4585711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4585718.000000 Penalty: 5223.098633
	Iteration 47Q: 3 clusters Score -4585718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4585720.000000 Penalty: 5223.098633
	Iteration 48Q: 3 clusters Score -4585720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4585728.000000 Penalty: 5223.098633
	Iteration 49Q: 3 clusters Score -4585728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4585726.000000 Penalty: 5223.098633
	Iteration 50Q: 3 clusters Score -4585726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4585730.000000 Penalty: 5223.098633
	Iteration 51Q: 3 clusters Score -4585730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4585732.000000 Penalty: 5223.098633
	Iteration 52Q: 3 clusters Score -4585732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4585734.000000 Penalty: 5223.098633
	Iteration 53Q: 3 clusters Score -4585734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4585737.500000 Penalty: 5223.098633
	Iteration 54Q: 3 clusters Score -4585738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4585741.500000 Penalty: 5223.098633
	Iteration 55Q: 3 clusters Score -4585742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4585751.000000 Penalty: 5223.098633
	Iteration 56Q: 3 clusters Score -4585751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4585745.000000 Penalty: 5223.098633
	Iteration 57Q: 3 clusters Score -4585745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4585744.000000 Penalty: 5223.098633
	Iteration 58Q: 3 clusters Score -4585744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4585747.000000 Penalty: 5223.098633
	Iteration 59Q: 3 clusters Score -4585747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4585751.500000 Penalty: 5223.098633
	Iteration 60F: 3 clusters Score -4585752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4585749.500000 Penalty: 5223.098633
	Iteration 61Q: 3 clusters Score -4585750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4585757.000000 Penalty: 5223.098633
	Iteration 62Q: 3 clusters Score -4585757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4585755.500000 Penalty: 5223.098633
	Iteration 63Q: 3 clusters Score -4585756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4585763.000000 Penalty: 5223.098633
	Iteration 64Q: 3 clusters Score -4585763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4585771.000000 Penalty: 5223.098633
	Iteration 65Q: 3 clusters Score -4585771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4585770.000000 Penalty: 5223.098633
	Iteration 66Q: 3 clusters Score -4585770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4585772.000000 Penalty: 5223.098633
	Iteration 67Q: 3 clusters Score -4585772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4585773.000000 Penalty: 5223.098633
	Iteration 68Q: 3 clusters Score -4585773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4585786.000000 Penalty: 5223.098633
	Iteration 69Q: 3 clusters Score -4585786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4585791.500000 Penalty: 5223.098633
	Iteration 70Q: 3 clusters Score -4585792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4585796.500000 Penalty: 5223.098633
	Iteration 71Q: 3 clusters Score -4585796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4585805.000000 Penalty: 5223.098633
	Iteration 72Q: 3 clusters Score -4585805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4585804.500000 Penalty: 5223.098633
	Iteration 73Q: 3 clusters Score -4585804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4585809.500000 Penalty: 5223.098633
	Iteration 74Q: 3 clusters Score -4585810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4585809.000000 Penalty: 5223.098633
	Iteration 75Q: 3 clusters Score -4585809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4585811.000000 Penalty: 5223.098633
	Iteration 76Q: 3 clusters Score -4585811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4585815.500000 Penalty: 5223.098633
	Iteration 77Q: 3 clusters Score -4585816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4585826.000000 Penalty: 5223.098633
	Iteration 78Q: 3 clusters Score -4585826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4585816.000000 Penalty: 5223.098633
	Iteration 79Q: 3 clusters Score -4585816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4585821.500000 Penalty: 5223.098633
	Iteration 80F: 3 clusters Score -4585822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4585823.000000 Penalty: 5223.098633
	Iteration 81Q: 3 clusters Score -4585823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4585823.000000 Penalty: 5223.098633
	Iteration 82Q: 3 clusters Score -4585823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4585824.500000 Penalty: 5223.098633
	Iteration 83Q: 3 clusters Score -4585824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4585823.000000 Penalty: 5223.098633
	Iteration 84Q: 3 clusters Score -4585823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4585823.000000 Penalty: 5223.098633
	Iteration 85Q: 3 clusters Score -4585823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4585821.500000 Penalty: 5223.098633
	Iteration 86Q: 3 clusters Score -4585822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4585831.500000 Penalty: 5223.098633
	Iteration 87Q: 3 clusters Score -4585832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4585832.000000 Penalty: 5223.098633
	Iteration 88Q: 3 clusters Score -4585832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4585844.000000 Penalty: 5223.098633
	Iteration 89Q: 3 clusters Score -4585844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4585846.500000 Penalty: 5223.098633
	Iteration 90Q: 3 clusters Score -4585846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4585849.000000 Penalty: 5223.098633
	Iteration 91Q: 3 clusters Score -4585849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4585858.500000 Penalty: 5223.098633
	Iteration 92Q: 3 clusters Score -4585858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4585862.500000 Penalty: 5223.098633
	Iteration 93Q: 3 clusters Score -4585862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4585861.500000 Penalty: 5223.098633
	Iteration 94Q: 3 clusters Score -4585862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4585867.500000 Penalty: 5223.098633
	Iteration 95Q: 3 clusters Score -4585868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4585868.500000 Penalty: 5223.098633
	Iteration 96Q: 3 clusters Score -4585868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4585864.500000 Penalty: 5223.098633
	Iteration 97Q: 3 clusters Score -4585864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4585873.000000 Penalty: 5223.098633
	Iteration 98Q: 3 clusters Score -4585873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4585876.500000 Penalty: 5223.098633
	Iteration 99Q: 3 clusters Score -4585876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4585874.000000 Penalty: 5223.098633
	Iteration 100F: 3 clusters Score -4585874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4585876.500000 Penalty: 5223.098633
	Iteration 101Q: 3 clusters Score -4585876 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4585876.500000 Penalty: 5223.098633
	Iteration 102F: 3 clusters Score -4585876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -75347.445312 Penalty: 1628.883301
	Iteration 0F: 2 clusters Score -75347.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -73708.859375 Penalty: 3257.766602
	Iteration 0F: 3 clusters Score -73708.86 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -73977.421875 Penalty: 3257.766602
	Iteration 1F: 3 clusters Score -73977.42 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74076.859375 Penalty: 3257.766602
	Iteration 2F: 3 clusters Score -74076.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -74128.671875 Penalty: 3257.766602
	Iteration 3Q: 3 clusters Score -74128.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -74155.187500 Penalty: 3257.766602
	Iteration 4Q: 3 clusters Score -74155.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -74169.796875 Penalty: 3257.766602
	Iteration 5Q: 3 clusters Score -74169.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74177.125000 Penalty: 3257.766602
	Iteration 6Q: 3 clusters Score -74177.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74193.109375 Penalty: 3257.766602
	Iteration 7Q: 3 clusters Score -74193.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -74196.046875 Penalty: 3257.766602
	Iteration 8Q: 3 clusters Score -74196.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74198.226562 Penalty: 3257.766602
	Iteration 9Q: 3 clusters Score -74198.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74198.953125 Penalty: 3257.766602
	Iteration 10Q: 3 clusters Score -74198.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74200.351562 Penalty: 3257.766602
	Iteration 11Q: 3 clusters Score -74200.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74205.531250 Penalty: 3257.766602
	Iteration 12Q: 3 clusters Score -74205.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74205.531250 Penalty: 3257.766602
	Iteration 13F: 3 clusters Score -74205.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (193615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193615 members 
Entering Unmasked Estep 
Score: -23758656.000000 Penalty: 3019.059570
	Iteration 0F: 2 clusters Score -2.375866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96831 members 
Mstep: Class 2 contains 96784 members 
Entering Unmasked Estep 
Score: -23635324.000000 Penalty: 6038.119141
	Iteration 0F: 3 clusters Score -2.363532e+07 nChanged 92640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99465 members 
Mstep: Class 2 contains 94150 members 
Entering Unmasked Estep 
Score: -23690066.000000 Penalty: 6038.119141
	Iteration 1F: 3 clusters Score -2.369007e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101180 members 
Mstep: Class 2 contains 92435 members 
Entering Unmasked Estep 
Score: -23691938.000000 Penalty: 6038.119141
	Iteration 2Q: 3 clusters Score -2.369194e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104010 members 
Mstep: Class 2 contains 89605 members 
Entering Unmasked Estep 
Score: -23694796.000000 Penalty: 6038.119141
	Iteration 3Q: 3 clusters Score -2.36948e+07 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108276 members 
Mstep: Class 2 contains 85339 members 
Entering Unmasked Estep 
Score: -23699022.000000 Penalty: 6038.119141
	Iteration 4Q: 3 clusters Score -2.369902e+07 nChanged 11190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114070 members 
Mstep: Class 2 contains 79545 members 
Entering Unmasked Estep 
Score: -23704544.000000 Penalty: 6038.119141
	Iteration 5F: 3 clusters Score -2.370454e+07 nChanged 11883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120839 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -23710594.000000 Penalty: 6038.119141
	Iteration 6F: 3 clusters Score -2.371059e+07 nChanged 11545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128296 members 
Mstep: Class 2 contains 65319 members 
Entering Unmasked Estep 
Score: -23716362.000000 Penalty: 6038.119141
	Iteration 7F: 3 clusters Score -2.371636e+07 nChanged 10674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136222 members 
Mstep: Class 2 contains 57393 members 
Entering Unmasked Estep 
Score: -23721852.000000 Penalty: 6038.119141
	Iteration 8F: 3 clusters Score -2.372185e+07 nChanged 9988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144666 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -23727392.000000 Penalty: 6038.119141
	Iteration 9F: 3 clusters Score -2.372739e+07 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153671 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -23733188.000000 Penalty: 6038.119141
	Iteration 10Q: 3 clusters Score -2.373319e+07 nChanged 9532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163073 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -23738654.000000 Penalty: 6038.119141
	Iteration 11Q: 3 clusters Score -2.373865e+07 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172207 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -23744342.000000 Penalty: 6038.119141
	Iteration 12Q: 3 clusters Score -2.374434e+07 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180019 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -23748910.000000 Penalty: 6038.119141
	Iteration 13Q: 3 clusters Score -2.374891e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185724 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -23752094.000000 Penalty: 6038.119141
	Iteration 14Q: 3 clusters Score -2.375209e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189297 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -23754156.000000 Penalty: 6038.119141
	Iteration 15Q: 3 clusters Score -2.375416e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191184 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -23755080.000000 Penalty: 6038.119141
	Iteration 16Q: 3 clusters Score -2.375508e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192069 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -23755604.000000 Penalty: 6038.119141
	Iteration 17Q: 3 clusters Score -2.37556e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192506 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -23755834.000000 Penalty: 6038.119141
	Iteration 18Q: 3 clusters Score -2.375583e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192703 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -23755996.000000 Penalty: 6038.119141
	Iteration 19Q: 3 clusters Score -2.3756e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192819 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -23756070.000000 Penalty: 6038.119141
	Iteration 20F: 3 clusters Score -2.375607e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192883 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -23756060.000000 Penalty: 6038.119141
	Iteration 21Q: 3 clusters Score -2.375606e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192924 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -23756106.000000 Penalty: 6038.119141
	Iteration 22Q: 3 clusters Score -2.375611e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192949 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -23756138.000000 Penalty: 6038.119141
	Iteration 23Q: 3 clusters Score -2.375614e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192966 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -23756148.000000 Penalty: 6038.119141
	Iteration 24Q: 3 clusters Score -2.375615e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192977 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -23756144.000000 Penalty: 6038.119141
	Iteration 25Q: 3 clusters Score -2.375614e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192989 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -23756160.000000 Penalty: 6038.119141
	Iteration 26Q: 3 clusters Score -2.375616e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193001 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -23756182.000000 Penalty: 6038.119141
	Iteration 27Q: 3 clusters Score -2.375618e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193008 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -23756206.000000 Penalty: 6038.119141
	Iteration 28Q: 3 clusters Score -2.375621e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193019 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -23756188.000000 Penalty: 6038.119141
	Iteration 29Q: 3 clusters Score -2.375619e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193028 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -23756180.000000 Penalty: 6038.119141
	Iteration 30Q: 3 clusters Score -2.375618e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193038 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -23756190.000000 Penalty: 6038.119141
	Iteration 31Q: 3 clusters Score -2.375619e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193044 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -23756202.000000 Penalty: 6038.119141
	Iteration 32Q: 3 clusters Score -2.37562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193047 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -23756196.000000 Penalty: 6038.119141
	Iteration 33Q: 3 clusters Score -2.37562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193054 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -23756202.000000 Penalty: 6038.119141
	Iteration 34Q: 3 clusters Score -2.37562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193055 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -23756222.000000 Penalty: 6038.119141
	Iteration 35Q: 3 clusters Score -2.375622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193057 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -23756222.000000 Penalty: 6038.119141
	Iteration 36Q: 3 clusters Score -2.375622e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193060 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -23756242.000000 Penalty: 6038.119141
	Iteration 37Q: 3 clusters Score -2.375624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193063 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -23756262.000000 Penalty: 6038.119141
	Iteration 38Q: 3 clusters Score -2.375626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193063 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -23756258.000000 Penalty: 6038.119141
	Iteration 39Q: 3 clusters Score -2.375626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193065 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -23756250.000000 Penalty: 6038.119141
	Iteration 40F: 3 clusters Score -2.375625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193068 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -23756258.000000 Penalty: 6038.119141
	Iteration 41Q: 3 clusters Score -2.375626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193072 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -23756264.000000 Penalty: 6038.119141
	Iteration 42Q: 3 clusters Score -2.375626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193074 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -23756278.000000 Penalty: 6038.119141
	Iteration 43Q: 3 clusters Score -2.375628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193073 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -23756274.000000 Penalty: 6038.119141
	Iteration 44Q: 3 clusters Score -2.375627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193076 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -23756262.000000 Penalty: 6038.119141
	Iteration 45Q: 3 clusters Score -2.375626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193076 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -23756268.000000 Penalty: 6038.119141
	Iteration 46Q: 3 clusters Score -2.375627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193078 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -23756258.000000 Penalty: 6038.119141
	Iteration 47Q: 3 clusters Score -2.375626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193079 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -23756258.000000 Penalty: 6038.119141
	Iteration 48Q: 3 clusters Score -2.375626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193080 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -23756260.000000 Penalty: 6038.119141
	Iteration 49Q: 3 clusters Score -2.375626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193079 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -23756250.000000 Penalty: 6038.119141
	Iteration 50Q: 3 clusters Score -2.375625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193079 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -23756250.000000 Penalty: 6038.119141
	Iteration 51F: 3 clusters Score -2.375625e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (128714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128714 members 
Entering Unmasked Estep 
Score: -15728624.000000 Penalty: 2917.806396
	Iteration 0F: 2 clusters Score -1.572862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64475 members 
Mstep: Class 2 contains 64239 members 
Entering Unmasked Estep 
Score: -15642611.000000 Penalty: 5835.612793
	Iteration 0F: 3 clusters Score -1.564261e+07 nChanged 61396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 64135 members 
Entering Unmasked Estep 
Score: -15678724.000000 Penalty: 5835.612793
	Iteration 1F: 3 clusters Score -1.567872e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64367 members 
Mstep: Class 2 contains 64347 members 
Entering Unmasked Estep 
Score: -15680791.000000 Penalty: 5835.612793
	Iteration 2Q: 3 clusters Score -1.568079e+07 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63797 members 
Mstep: Class 2 contains 64917 members 
Entering Unmasked Estep 
Score: -15683780.000000 Penalty: 5835.612793
	Iteration 3Q: 3 clusters Score -1.568378e+07 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62983 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -15687678.000000 Penalty: 5835.612793
	Iteration 4F: 3 clusters Score -1.568768e+07 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62106 members 
Mstep: Class 2 contains 66608 members 
Entering Unmasked Estep 
Score: -15692011.000000 Penalty: 5835.612793
	Iteration 5F: 3 clusters Score -1.569201e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61602 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -15695894.000000 Penalty: 5835.612793
	Iteration 6F: 3 clusters Score -1.569589e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61664 members 
Mstep: Class 2 contains 67050 members 
Entering Unmasked Estep 
Score: -15699188.000000 Penalty: 5835.612793
	Iteration 7F: 3 clusters Score -1.569919e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62452 members 
Mstep: Class 2 contains 66262 members 
Entering Unmasked Estep 
Score: -15701272.000000 Penalty: 5835.612793
	Iteration 8Q: 3 clusters Score -1.570127e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63673 members 
Mstep: Class 2 contains 65041 members 
Entering Unmasked Estep 
Score: -15702808.000000 Penalty: 5835.612793
	Iteration 9Q: 3 clusters Score -1.570281e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65444 members 
Mstep: Class 2 contains 63270 members 
Entering Unmasked Estep 
Score: -15704056.000000 Penalty: 5835.612793
	Iteration 10Q: 3 clusters Score -1.570406e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67628 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -15704972.000000 Penalty: 5835.612793
	Iteration 11Q: 3 clusters Score -1.570497e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70282 members 
Mstep: Class 2 contains 58432 members 
Entering Unmasked Estep 
Score: -15705887.000000 Penalty: 5835.612793
	Iteration 12Q: 3 clusters Score -1.570589e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73292 members 
Mstep: Class 2 contains 55422 members 
Entering Unmasked Estep 
Score: -15706838.000000 Penalty: 5835.612793
	Iteration 13Q: 3 clusters Score -1.570684e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76663 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -15707898.000000 Penalty: 5835.612793
	Iteration 14Q: 3 clusters Score -1.57079e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -15708977.000000 Penalty: 5835.612793
	Iteration 15Q: 3 clusters Score -1.570898e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84450 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -15710348.000000 Penalty: 5835.612793
	Iteration 16Q: 3 clusters Score -1.571035e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88787 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -15711828.000000 Penalty: 5835.612793
	Iteration 17Q: 3 clusters Score -1.571183e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93310 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -15713530.000000 Penalty: 5835.612793
	Iteration 18Q: 3 clusters Score -1.571353e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97897 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -15715240.000000 Penalty: 5835.612793
	Iteration 19Q: 3 clusters Score -1.571524e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102412 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -15717132.000000 Penalty: 5835.612793
	Iteration 20F: 3 clusters Score -1.571713e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106701 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -15719031.000000 Penalty: 5835.612793
	Iteration 21Q: 3 clusters Score -1.571903e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110574 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -15720676.000000 Penalty: 5835.612793
	Iteration 22Q: 3 clusters Score -1.572068e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114009 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -15722144.000000 Penalty: 5835.612793
	Iteration 23Q: 3 clusters Score -1.572214e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116850 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -15723241.000000 Penalty: 5835.612793
	Iteration 24Q: 3 clusters Score -1.572324e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119178 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -15724196.000000 Penalty: 5835.612793
	Iteration 25Q: 3 clusters Score -1.57242e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120976 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -15724791.000000 Penalty: 5835.612793
	Iteration 26Q: 3 clusters Score -1.572479e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122363 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -15725319.000000 Penalty: 5835.612793
	Iteration 27Q: 3 clusters Score -1.572532e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123365 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -15725615.000000 Penalty: 5835.612793
	Iteration 28Q: 3 clusters Score -1.572562e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124097 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -15725902.000000 Penalty: 5835.612793
	Iteration 29Q: 3 clusters Score -1.57259e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124647 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -15726066.000000 Penalty: 5835.612793
	Iteration 30Q: 3 clusters Score -1.572607e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125064 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -15726215.000000 Penalty: 5835.612793
	Iteration 31Q: 3 clusters Score -1.572622e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125372 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -15726324.000000 Penalty: 5835.612793
	Iteration 32Q: 3 clusters Score -1.572632e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125604 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -15726424.000000 Penalty: 5835.612793
	Iteration 33Q: 3 clusters Score -1.572642e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125769 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -15726486.000000 Penalty: 5835.612793
	Iteration 34Q: 3 clusters Score -1.572649e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125904 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -15726511.000000 Penalty: 5835.612793
	Iteration 35Q: 3 clusters Score -1.572651e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126008 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -15726546.000000 Penalty: 5835.612793
	Iteration 36Q: 3 clusters Score -1.572655e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126104 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -15726574.000000 Penalty: 5835.612793
	Iteration 37Q: 3 clusters Score -1.572657e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126192 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -15726579.000000 Penalty: 5835.612793
	Iteration 38Q: 3 clusters Score -1.572658e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126252 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -15726584.000000 Penalty: 5835.612793
	Iteration 39Q: 3 clusters Score -1.572658e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126300 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -15726609.000000 Penalty: 5835.612793
	Iteration 40F: 3 clusters Score -1.572661e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126338 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -15726641.000000 Penalty: 5835.612793
	Iteration 41Q: 3 clusters Score -1.572664e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126364 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -15726616.000000 Penalty: 5835.612793
	Iteration 42Q: 3 clusters Score -1.572662e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126391 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -15726629.000000 Penalty: 5835.612793
	Iteration 43Q: 3 clusters Score -1.572663e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126420 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -15726634.000000 Penalty: 5835.612793
	Iteration 44Q: 3 clusters Score -1.572663e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126449 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -15726639.000000 Penalty: 5835.612793
	Iteration 45Q: 3 clusters Score -1.572664e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126477 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -15726651.000000 Penalty: 5835.612793
	Iteration 46Q: 3 clusters Score -1.572665e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126496 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -15726640.000000 Penalty: 5835.612793
	Iteration 47Q: 3 clusters Score -1.572664e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126522 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -15726663.000000 Penalty: 5835.612793
	Iteration 48Q: 3 clusters Score -1.572666e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126548 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -15726661.000000 Penalty: 5835.612793
	Iteration 49Q: 3 clusters Score -1.572666e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126564 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -15726686.000000 Penalty: 5835.612793
	Iteration 50Q: 3 clusters Score -1.572669e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126574 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -15726686.000000 Penalty: 5835.612793
	Iteration 51Q: 3 clusters Score -1.572669e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126588 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -15726700.000000 Penalty: 5835.612793
	Iteration 52Q: 3 clusters Score -1.57267e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126603 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -15726711.000000 Penalty: 5835.612793
	Iteration 53Q: 3 clusters Score -1.572671e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126613 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -15726721.000000 Penalty: 5835.612793
	Iteration 54Q: 3 clusters Score -1.572672e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126617 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -15726696.000000 Penalty: 5835.612793
	Iteration 55Q: 3 clusters Score -1.57267e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126625 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -15726698.000000 Penalty: 5835.612793
	Iteration 56Q: 3 clusters Score -1.57267e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126632 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -15726708.000000 Penalty: 5835.612793
	Iteration 57Q: 3 clusters Score -1.572671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126635 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -15726726.000000 Penalty: 5835.612793
	Iteration 58Q: 3 clusters Score -1.572673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126637 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -15726718.000000 Penalty: 5835.612793
	Iteration 59Q: 3 clusters Score -1.572672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126638 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -15726722.000000 Penalty: 5835.612793
	Iteration 60F: 3 clusters Score -1.572672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126639 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -15726714.000000 Penalty: 5835.612793
	Iteration 61Q: 3 clusters Score -1.572671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126644 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -15726707.000000 Penalty: 5835.612793
	Iteration 62Q: 3 clusters Score -1.572671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126652 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -15726709.000000 Penalty: 5835.612793
	Iteration 63Q: 3 clusters Score -1.572671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126655 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -15726720.000000 Penalty: 5835.612793
	Iteration 64Q: 3 clusters Score -1.572672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126664 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -15726712.000000 Penalty: 5835.612793
	Iteration 65Q: 3 clusters Score -1.572671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126669 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -15726711.000000 Penalty: 5835.612793
	Iteration 66Q: 3 clusters Score -1.572671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126673 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -15726717.000000 Penalty: 5835.612793
	Iteration 67Q: 3 clusters Score -1.572672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126679 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -15726716.000000 Penalty: 5835.612793
	Iteration 68Q: 3 clusters Score -1.572672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126680 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -15726718.000000 Penalty: 5835.612793
	Iteration 69Q: 3 clusters Score -1.572672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126680 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -15726718.000000 Penalty: 5835.612793
	Iteration 70F: 3 clusters Score -1.572672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Entering Unmasked Estep 
Score: -2815852.750000 Penalty: 2493.513428
	Iteration 0F: 2 clusters Score -2815853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2799623.000000 Penalty: 4987.026855
	Iteration 0F: 3 clusters Score -2799623 nChanged 10382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2805466.000000 Penalty: 4987.026855
	Iteration 1F: 3 clusters Score -2805466 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2806031.500000 Penalty: 4987.026855
	Iteration 2F: 3 clusters Score -2806032 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2806671.500000 Penalty: 4987.026855
	Iteration 3F: 3 clusters Score -2806672 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2807379.000000 Penalty: 4987.026855
	Iteration 4F: 3 clusters Score -2807379 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2808119.000000 Penalty: 4987.026855
	Iteration 5F: 3 clusters Score -2808119 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2808768.750000 Penalty: 4987.026855
	Iteration 6F: 3 clusters Score -2808769 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2809357.000000 Penalty: 4987.026855
	Iteration 7Q: 3 clusters Score -2809357 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2809963.250000 Penalty: 4987.026855
	Iteration 8Q: 3 clusters Score -2809963 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2810515.000000 Penalty: 4987.026855
	Iteration 9Q: 3 clusters Score -2810515 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2811062.250000 Penalty: 4987.026855
	Iteration 10Q: 3 clusters Score -2811062 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2811508.500000 Penalty: 4987.026855
	Iteration 11Q: 3 clusters Score -2811508 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2811859.250000 Penalty: 4987.026855
	Iteration 12Q: 3 clusters Score -2811859 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2812120.250000 Penalty: 4987.026855
	Iteration 13Q: 3 clusters Score -2812120 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2812371.750000 Penalty: 4987.026855
	Iteration 14Q: 3 clusters Score -2812372 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2812564.250000 Penalty: 4987.026855
	Iteration 15Q: 3 clusters Score -2812564 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2812700.750000 Penalty: 4987.026855
	Iteration 16Q: 3 clusters Score -2812701 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2812804.000000 Penalty: 4987.026855
	Iteration 17Q: 3 clusters Score -2812804 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2812914.750000 Penalty: 4987.026855
	Iteration 18Q: 3 clusters Score -2812915 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2813037.500000 Penalty: 4987.026855
	Iteration 19Q: 3 clusters Score -2813038 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2813145.000000 Penalty: 4987.026855
	Iteration 20F: 3 clusters Score -2813145 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2813219.250000 Penalty: 4987.026855
	Iteration 21Q: 3 clusters Score -2813219 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2813297.500000 Penalty: 4987.026855
	Iteration 22Q: 3 clusters Score -2813298 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2813373.750000 Penalty: 4987.026855
	Iteration 23Q: 3 clusters Score -2813374 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2813421.500000 Penalty: 4987.026855
	Iteration 24Q: 3 clusters Score -2813422 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2813471.750000 Penalty: 4987.026855
	Iteration 25Q: 3 clusters Score -2813472 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2813515.750000 Penalty: 4987.026855
	Iteration 26Q: 3 clusters Score -2813516 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2813555.750000 Penalty: 4987.026855
	Iteration 27Q: 3 clusters Score -2813556 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2813598.000000 Penalty: 4987.026855
	Iteration 28Q: 3 clusters Score -2813598 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2813637.250000 Penalty: 4987.026855
	Iteration 29Q: 3 clusters Score -2813637 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2813655.750000 Penalty: 4987.026855
	Iteration 30Q: 3 clusters Score -2813656 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2813690.750000 Penalty: 4987.026855
	Iteration 31Q: 3 clusters Score -2813691 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2813715.250000 Penalty: 4987.026855
	Iteration 32Q: 3 clusters Score -2813715 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2813749.500000 Penalty: 4987.026855
	Iteration 33Q: 3 clusters Score -2813750 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2813760.250000 Penalty: 4987.026855
	Iteration 34Q: 3 clusters Score -2813760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2813782.250000 Penalty: 4987.026855
	Iteration 35Q: 3 clusters Score -2813782 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2813800.250000 Penalty: 4987.026855
	Iteration 36Q: 3 clusters Score -2813800 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2813823.000000 Penalty: 4987.026855
	Iteration 37Q: 3 clusters Score -2813823 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2813829.750000 Penalty: 4987.026855
	Iteration 38Q: 3 clusters Score -2813830 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2813839.750000 Penalty: 4987.026855
	Iteration 39Q: 3 clusters Score -2813840 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2813850.000000 Penalty: 4987.026855
	Iteration 40F: 3 clusters Score -2813850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2813864.500000 Penalty: 4987.026855
	Iteration 41Q: 3 clusters Score -2813864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2813877.750000 Penalty: 4987.026855
	Iteration 42Q: 3 clusters Score -2813878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2813878.500000 Penalty: 4987.026855
	Iteration 43Q: 3 clusters Score -2813878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2813883.750000 Penalty: 4987.026855
	Iteration 44Q: 3 clusters Score -2813884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2813892.250000 Penalty: 4987.026855
	Iteration 45Q: 3 clusters Score -2813892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2813894.000000 Penalty: 4987.026855
	Iteration 46Q: 3 clusters Score -2813894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2813892.000000 Penalty: 4987.026855
	Iteration 47Q: 3 clusters Score -2813892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2813889.750000 Penalty: 4987.026855
	Iteration 48Q: 3 clusters Score -2813890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2813897.500000 Penalty: 4987.026855
	Iteration 49Q: 3 clusters Score -2813898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2813895.250000 Penalty: 4987.026855
	Iteration 50Q: 3 clusters Score -2813895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2813898.750000 Penalty: 4987.026855
	Iteration 51Q: 3 clusters Score -2813899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2813906.250000 Penalty: 4987.026855
	Iteration 52Q: 3 clusters Score -2813906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2813910.000000 Penalty: 4987.026855
	Iteration 53Q: 3 clusters Score -2813910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2813909.000000 Penalty: 4987.026855
	Iteration 54Q: 3 clusters Score -2813909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2813910.500000 Penalty: 4987.026855
	Iteration 55Q: 3 clusters Score -2813910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2813915.750000 Penalty: 4987.026855
	Iteration 56Q: 3 clusters Score -2813916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2813919.250000 Penalty: 4987.026855
	Iteration 57Q: 3 clusters Score -2813919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2813918.500000 Penalty: 4987.026855
	Iteration 58Q: 3 clusters Score -2813918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2813921.500000 Penalty: 4987.026855
	Iteration 59Q: 3 clusters Score -2813922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2813922.750000 Penalty: 4987.026855
	Iteration 60F: 3 clusters Score -2813923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2813921.750000 Penalty: 4987.026855
	Iteration 61Q: 3 clusters Score -2813922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2813921.250000 Penalty: 4987.026855
	Iteration 62Q: 3 clusters Score -2813921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2813929.000000 Penalty: 4987.026855
	Iteration 63Q: 3 clusters Score -2813929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2813934.750000 Penalty: 4987.026855
	Iteration 64Q: 3 clusters Score -2813935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2813941.000000 Penalty: 4987.026855
	Iteration 65Q: 3 clusters Score -2813941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2813945.000000 Penalty: 4987.026855
	Iteration 66Q: 3 clusters Score -2813945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2813946.500000 Penalty: 4987.026855
	Iteration 67Q: 3 clusters Score -2813946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2813950.250000 Penalty: 4987.026855
	Iteration 68Q: 3 clusters Score -2813950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2813955.250000 Penalty: 4987.026855
	Iteration 69Q: 3 clusters Score -2813955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2813953.750000 Penalty: 4987.026855
	Iteration 70Q: 3 clusters Score -2813954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2813958.250000 Penalty: 4987.026855
	Iteration 71Q: 3 clusters Score -2813958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2813959.750000 Penalty: 4987.026855
	Iteration 72Q: 3 clusters Score -2813960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2813956.250000 Penalty: 4987.026855
	Iteration 73Q: 3 clusters Score -2813956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2813957.000000 Penalty: 4987.026855
	Iteration 74Q: 3 clusters Score -2813957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2813965.250000 Penalty: 4987.026855
	Iteration 75Q: 3 clusters Score -2813965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2813970.000000 Penalty: 4987.026855
	Iteration 76Q: 3 clusters Score -2813970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2813966.500000 Penalty: 4987.026855
	Iteration 77Q: 3 clusters Score -2813966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2813967.500000 Penalty: 4987.026855
	Iteration 78Q: 3 clusters Score -2813968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2813973.750000 Penalty: 4987.026855
	Iteration 79Q: 3 clusters Score -2813974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2813970.500000 Penalty: 4987.026855
	Iteration 80F: 3 clusters Score -2813970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2813972.250000 Penalty: 4987.026855
	Iteration 81Q: 3 clusters Score -2813972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2813972.250000 Penalty: 4987.026855
	Iteration 82F: 3 clusters Score -2813972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Entering Unmasked Estep 
Score: -1091032.500000 Penalty: 2266.566650
	Iteration 0F: 2 clusters Score -1091032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1083850.375000 Penalty: 4533.133301
	Iteration 0F: 3 clusters Score -1083850 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1085966.250000 Penalty: 4533.133301
	Iteration 1F: 3 clusters Score -1085966 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1086317.375000 Penalty: 4533.133301
	Iteration 2F: 3 clusters Score -1086317 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1086575.875000 Penalty: 4533.133301
	Iteration 3F: 3 clusters Score -1086576 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1086793.625000 Penalty: 4533.133301
	Iteration 4Q: 3 clusters Score -1086794 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1086975.250000 Penalty: 4533.133301
	Iteration 5Q: 3 clusters Score -1086975 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1087145.500000 Penalty: 4533.133301
	Iteration 6Q: 3 clusters Score -1087146 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1087337.125000 Penalty: 4533.133301
	Iteration 7Q: 3 clusters Score -1087337 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1087546.000000 Penalty: 4533.133301
	Iteration 8Q: 3 clusters Score -1087546 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1087786.500000 Penalty: 4533.133301
	Iteration 9Q: 3 clusters Score -1087786 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1088019.875000 Penalty: 4533.133301
	Iteration 10Q: 3 clusters Score -1088020 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1088208.000000 Penalty: 4533.133301
	Iteration 11Q: 3 clusters Score -1088208 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1088372.125000 Penalty: 4533.133301
	Iteration 12Q: 3 clusters Score -1088372 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1088540.250000 Penalty: 4533.133301
	Iteration 13Q: 3 clusters Score -1088540 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1088669.750000 Penalty: 4533.133301
	Iteration 14Q: 3 clusters Score -1088670 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1088776.500000 Penalty: 4533.133301
	Iteration 15Q: 3 clusters Score -1088776 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1088845.000000 Penalty: 4533.133301
	Iteration 16Q: 3 clusters Score -1088845 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1088906.125000 Penalty: 4533.133301
	Iteration 17Q: 3 clusters Score -1088906 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1088957.625000 Penalty: 4533.133301
	Iteration 18Q: 3 clusters Score -1088958 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1089007.250000 Penalty: 4533.133301
	Iteration 19Q: 3 clusters Score -1089007 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1089050.375000 Penalty: 4533.133301
	Iteration 20F: 3 clusters Score -1089050 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1089096.125000 Penalty: 4533.133301
	Iteration 21Q: 3 clusters Score -1089096 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1089127.750000 Penalty: 4533.133301
	Iteration 22Q: 3 clusters Score -1089128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1089147.500000 Penalty: 4533.133301
	Iteration 23Q: 3 clusters Score -1089148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1089159.000000 Penalty: 4533.133301
	Iteration 24Q: 3 clusters Score -1089159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1089167.750000 Penalty: 4533.133301
	Iteration 25Q: 3 clusters Score -1089168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1089172.500000 Penalty: 4533.133301
	Iteration 26Q: 3 clusters Score -1089172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1089180.250000 Penalty: 4533.133301
	Iteration 27Q: 3 clusters Score -1089180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1089183.000000 Penalty: 4533.133301
	Iteration 28Q: 3 clusters Score -1089183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1089184.250000 Penalty: 4533.133301
	Iteration 29Q: 3 clusters Score -1089184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1089186.500000 Penalty: 4533.133301
	Iteration 30Q: 3 clusters Score -1089186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1089188.750000 Penalty: 4533.133301
	Iteration 31Q: 3 clusters Score -1089189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1089190.250000 Penalty: 4533.133301
	Iteration 32Q: 3 clusters Score -1089190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1089191.750000 Penalty: 4533.133301
	Iteration 33Q: 3 clusters Score -1089192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1089194.250000 Penalty: 4533.133301
	Iteration 34Q: 3 clusters Score -1089194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1089194.875000 Penalty: 4533.133301
	Iteration 35Q: 3 clusters Score -1089195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1089196.750000 Penalty: 4533.133301
	Iteration 36Q: 3 clusters Score -1089197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1089198.500000 Penalty: 4533.133301
	Iteration 37Q: 3 clusters Score -1089198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1089200.375000 Penalty: 4533.133301
	Iteration 38Q: 3 clusters Score -1089200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1089199.875000 Penalty: 4533.133301
	Iteration 39Q: 3 clusters Score -1089200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1089199.875000 Penalty: 4533.133301
	Iteration 40F: 3 clusters Score -1089200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Entering Unmasked Estep 
Score: -1192954.875000 Penalty: 2280.868896
	Iteration 0F: 2 clusters Score -1192955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1185342.875000 Penalty: 4561.737793
	Iteration 0F: 3 clusters Score -1185343 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1187573.375000 Penalty: 4561.737793
	Iteration 1F: 3 clusters Score -1187573 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1187889.125000 Penalty: 4561.737793
	Iteration 2F: 3 clusters Score -1187889 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1188112.375000 Penalty: 4561.737793
	Iteration 3Q: 3 clusters Score -1188112 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1188298.000000 Penalty: 4561.737793
	Iteration 4Q: 3 clusters Score -1188298 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1188458.750000 Penalty: 4561.737793
	Iteration 5Q: 3 clusters Score -1188459 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1188612.500000 Penalty: 4561.737793
	Iteration 6Q: 3 clusters Score -1188612 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1188767.125000 Penalty: 4561.737793
	Iteration 7Q: 3 clusters Score -1188767 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1188907.875000 Penalty: 4561.737793
	Iteration 8Q: 3 clusters Score -1188908 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1189033.750000 Penalty: 4561.737793
	Iteration 9Q: 3 clusters Score -1189034 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1189149.750000 Penalty: 4561.737793
	Iteration 10Q: 3 clusters Score -1189150 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1189244.250000 Penalty: 4561.737793
	Iteration 11Q: 3 clusters Score -1189244 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1189337.250000 Penalty: 4561.737793
	Iteration 12Q: 3 clusters Score -1189337 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1189427.000000 Penalty: 4561.737793
	Iteration 13Q: 3 clusters Score -1189427 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1189511.625000 Penalty: 4561.737793
	Iteration 14Q: 3 clusters Score -1189512 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1189572.500000 Penalty: 4561.737793
	Iteration 15Q: 3 clusters Score -1189572 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1189624.875000 Penalty: 4561.737793
	Iteration 16Q: 3 clusters Score -1189625 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1189670.750000 Penalty: 4561.737793
	Iteration 17Q: 3 clusters Score -1189671 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1189721.250000 Penalty: 4561.737793
	Iteration 18Q: 3 clusters Score -1189721 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1189768.625000 Penalty: 4561.737793
	Iteration 19Q: 3 clusters Score -1189769 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1189799.500000 Penalty: 4561.737793
	Iteration 20F: 3 clusters Score -1189800 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1189836.250000 Penalty: 4561.737793
	Iteration 21Q: 3 clusters Score -1189836 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1189866.875000 Penalty: 4561.737793
	Iteration 22Q: 3 clusters Score -1189867 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1189899.875000 Penalty: 4561.737793
	Iteration 23Q: 3 clusters Score -1189900 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1189944.625000 Penalty: 4561.737793
	Iteration 24Q: 3 clusters Score -1189945 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1189989.125000 Penalty: 4561.737793
	Iteration 25Q: 3 clusters Score -1189989 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1190020.875000 Penalty: 4561.737793
	Iteration 26Q: 3 clusters Score -1190021 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1190051.250000 Penalty: 4561.737793
	Iteration 27Q: 3 clusters Score -1190051 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1190075.750000 Penalty: 4561.737793
	Iteration 28Q: 3 clusters Score -1190076 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1190096.875000 Penalty: 4561.737793
	Iteration 29Q: 3 clusters Score -1190097 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1190116.625000 Penalty: 4561.737793
	Iteration 30Q: 3 clusters Score -1190117 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1190127.000000 Penalty: 4561.737793
	Iteration 31Q: 3 clusters Score -1190127 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1190136.500000 Penalty: 4561.737793
	Iteration 32Q: 3 clusters Score -1190136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1190145.875000 Penalty: 4561.737793
	Iteration 33Q: 3 clusters Score -1190146 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1190158.125000 Penalty: 4561.737793
	Iteration 34Q: 3 clusters Score -1190158 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1190164.625000 Penalty: 4561.737793
	Iteration 35Q: 3 clusters Score -1190165 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1190178.000000 Penalty: 4561.737793
	Iteration 36Q: 3 clusters Score -1190178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1190185.375000 Penalty: 4561.737793
	Iteration 37Q: 3 clusters Score -1190185 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1190198.000000 Penalty: 4561.737793
	Iteration 38Q: 3 clusters Score -1190198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1190206.125000 Penalty: 4561.737793
	Iteration 39Q: 3 clusters Score -1190206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1190213.875000 Penalty: 4561.737793
	Iteration 40F: 3 clusters Score -1190214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1190223.875000 Penalty: 4561.737793
	Iteration 41Q: 3 clusters Score -1190224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1190225.500000 Penalty: 4561.737793
	Iteration 42Q: 3 clusters Score -1190226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1190234.500000 Penalty: 4561.737793
	Iteration 43Q: 3 clusters Score -1190234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1190242.000000 Penalty: 4561.737793
	Iteration 44Q: 3 clusters Score -1190242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1190240.000000 Penalty: 4561.737793
	Iteration 45Q: 3 clusters Score -1190240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1190242.500000 Penalty: 4561.737793
	Iteration 46Q: 3 clusters Score -1190242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1190246.875000 Penalty: 4561.737793
	Iteration 47Q: 3 clusters Score -1190247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1190250.375000 Penalty: 4561.737793
	Iteration 48Q: 3 clusters Score -1190250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1190253.500000 Penalty: 4561.737793
	Iteration 49Q: 3 clusters Score -1190254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1190255.250000 Penalty: 4561.737793
	Iteration 50Q: 3 clusters Score -1190255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1190257.250000 Penalty: 4561.737793
	Iteration 51Q: 3 clusters Score -1190257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1190259.125000 Penalty: 4561.737793
	Iteration 52Q: 3 clusters Score -1190259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1190259.000000 Penalty: 4561.737793
	Iteration 53Q: 3 clusters Score -1190259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1190259.625000 Penalty: 4561.737793
	Iteration 54Q: 3 clusters Score -1190260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1190259.375000 Penalty: 4561.737793
	Iteration 55Q: 3 clusters Score -1190259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1190258.750000 Penalty: 4561.737793
	Iteration 56Q: 3 clusters Score -1190259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1190259.750000 Penalty: 4561.737793
	Iteration 57Q: 3 clusters Score -1190260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1190257.750000 Penalty: 4561.737793
	Iteration 58Q: 3 clusters Score -1190258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1190262.375000 Penalty: 4561.737793
	Iteration 59Q: 3 clusters Score -1190262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1190261.375000 Penalty: 4561.737793
	Iteration 60F: 3 clusters Score -1190261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1190262.000000 Penalty: 4561.737793
	Iteration 61Q: 3 clusters Score -1190262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1190263.000000 Penalty: 4561.737793
	Iteration 62Q: 3 clusters Score -1190263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1190262.875000 Penalty: 4561.737793
	Iteration 63Q: 3 clusters Score -1190263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1190264.250000 Penalty: 4561.737793
	Iteration 64Q: 3 clusters Score -1190264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1190263.500000 Penalty: 4561.737793
	Iteration 65Q: 3 clusters Score -1190264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1190264.375000 Penalty: 4561.737793
	Iteration 66Q: 3 clusters Score -1190264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1190264.375000 Penalty: 4561.737793
	Iteration 67F: 3 clusters Score -1190264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Entering Unmasked Estep 
Score: -1433167.000000 Penalty: 2322.719482
	Iteration 0F: 2 clusters Score -1433167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1424444.625000 Penalty: 4645.438965
	Iteration 0F: 3 clusters Score -1424445 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1427259.750000 Penalty: 4645.438965
	Iteration 1F: 3 clusters Score -1427260 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1427699.250000 Penalty: 4645.438965
	Iteration 2F: 3 clusters Score -1427699 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1428050.250000 Penalty: 4645.438965
	Iteration 3F: 3 clusters Score -1428050 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1428312.500000 Penalty: 4645.438965
	Iteration 4Q: 3 clusters Score -1428312 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1428520.000000 Penalty: 4645.438965
	Iteration 5Q: 3 clusters Score -1428520 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1428693.750000 Penalty: 4645.438965
	Iteration 6Q: 3 clusters Score -1428694 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1428851.375000 Penalty: 4645.438965
	Iteration 7Q: 3 clusters Score -1428851 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1429005.625000 Penalty: 4645.438965
	Iteration 8Q: 3 clusters Score -1429006 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1429149.000000 Penalty: 4645.438965
	Iteration 9Q: 3 clusters Score -1429149 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1429283.375000 Penalty: 4645.438965
	Iteration 10Q: 3 clusters Score -1429283 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1429409.000000 Penalty: 4645.438965
	Iteration 11Q: 3 clusters Score -1429409 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1429515.250000 Penalty: 4645.438965
	Iteration 12Q: 3 clusters Score -1429515 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1429627.250000 Penalty: 4645.438965
	Iteration 13Q: 3 clusters Score -1429627 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1429732.500000 Penalty: 4645.438965
	Iteration 14Q: 3 clusters Score -1429732 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1429826.500000 Penalty: 4645.438965
	Iteration 15Q: 3 clusters Score -1429826 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1429892.000000 Penalty: 4645.438965
	Iteration 16Q: 3 clusters Score -1429892 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1429965.000000 Penalty: 4645.438965
	Iteration 17Q: 3 clusters Score -1429965 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1430017.500000 Penalty: 4645.438965
	Iteration 18Q: 3 clusters Score -1430018 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1430069.625000 Penalty: 4645.438965
	Iteration 19Q: 3 clusters Score -1430070 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1430098.000000 Penalty: 4645.438965
	Iteration 20F: 3 clusters Score -1430098 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1430118.500000 Penalty: 4645.438965
	Iteration 21Q: 3 clusters Score -1430118 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1430143.500000 Penalty: 4645.438965
	Iteration 22Q: 3 clusters Score -1430144 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1430168.375000 Penalty: 4645.438965
	Iteration 23Q: 3 clusters Score -1430168 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1430189.125000 Penalty: 4645.438965
	Iteration 24Q: 3 clusters Score -1430189 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1430208.375000 Penalty: 4645.438965
	Iteration 25Q: 3 clusters Score -1430208 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1430221.375000 Penalty: 4645.438965
	Iteration 26Q: 3 clusters Score -1430221 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1430237.000000 Penalty: 4645.438965
	Iteration 27Q: 3 clusters Score -1430237 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1430256.000000 Penalty: 4645.438965
	Iteration 28Q: 3 clusters Score -1430256 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1430273.500000 Penalty: 4645.438965
	Iteration 29Q: 3 clusters Score -1430274 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1430295.250000 Penalty: 4645.438965
	Iteration 30Q: 3 clusters Score -1430295 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1430310.125000 Penalty: 4645.438965
	Iteration 31Q: 3 clusters Score -1430310 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1430342.625000 Penalty: 4645.438965
	Iteration 32Q: 3 clusters Score -1430343 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1430383.500000 Penalty: 4645.438965
	Iteration 33Q: 3 clusters Score -1430384 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1430429.875000 Penalty: 4645.438965
	Iteration 34Q: 3 clusters Score -1430430 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1430486.125000 Penalty: 4645.438965
	Iteration 35Q: 3 clusters Score -1430486 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1430574.125000 Penalty: 4645.438965
	Iteration 36Q: 3 clusters Score -1430574 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1430675.500000 Penalty: 4645.438965
	Iteration 37Q: 3 clusters Score -1430676 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1430781.375000 Penalty: 4645.438965
	Iteration 38Q: 3 clusters Score -1430781 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1430883.000000 Penalty: 4645.438965
	Iteration 39Q: 3 clusters Score -1430883 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1430998.375000 Penalty: 4645.438965
	Iteration 40F: 3 clusters Score -1430998 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1431111.750000 Penalty: 4645.438965
	Iteration 41Q: 3 clusters Score -1431112 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1431215.875000 Penalty: 4645.438965
	Iteration 42Q: 3 clusters Score -1431216 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1431333.750000 Penalty: 4645.438965
	Iteration 43Q: 3 clusters Score -1431334 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1431486.625000 Penalty: 4645.438965
	Iteration 44Q: 3 clusters Score -1431487 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1431601.750000 Penalty: 4645.438965
	Iteration 45Q: 3 clusters Score -1431602 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1431700.500000 Penalty: 4645.438965
	Iteration 46Q: 3 clusters Score -1431700 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1431764.625000 Penalty: 4645.438965
	Iteration 47Q: 3 clusters Score -1431765 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1431810.750000 Penalty: 4645.438965
	Iteration 48Q: 3 clusters Score -1431811 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1431855.000000 Penalty: 4645.438965
	Iteration 49Q: 3 clusters Score -1431855 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1431883.000000 Penalty: 4645.438965
	Iteration 50Q: 3 clusters Score -1431883 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1431902.750000 Penalty: 4645.438965
	Iteration 51Q: 3 clusters Score -1431903 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1431925.625000 Penalty: 4645.438965
	Iteration 52Q: 3 clusters Score -1431926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1431942.000000 Penalty: 4645.438965
	Iteration 53Q: 3 clusters Score -1431942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1431963.500000 Penalty: 4645.438965
	Iteration 54Q: 3 clusters Score -1431964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1431978.000000 Penalty: 4645.438965
	Iteration 55Q: 3 clusters Score -1431978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1431983.000000 Penalty: 4645.438965
	Iteration 56Q: 3 clusters Score -1431983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1431984.625000 Penalty: 4645.438965
	Iteration 57Q: 3 clusters Score -1431985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1431987.750000 Penalty: 4645.438965
	Iteration 58Q: 3 clusters Score -1431988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1431990.625000 Penalty: 4645.438965
	Iteration 59Q: 3 clusters Score -1431991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1431989.125000 Penalty: 4645.438965
	Iteration 60F: 3 clusters Score -1431989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1431992.125000 Penalty: 4645.438965
	Iteration 61Q: 3 clusters Score -1431992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1431995.875000 Penalty: 4645.438965
	Iteration 62Q: 3 clusters Score -1431996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1431997.000000 Penalty: 4645.438965
	Iteration 63Q: 3 clusters Score -1431997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1431997.500000 Penalty: 4645.438965
	Iteration 64Q: 3 clusters Score -1431998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1431997.500000 Penalty: 4645.438965
	Iteration 65Q: 3 clusters Score -1431998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1431998.875000 Penalty: 4645.438965
	Iteration 66Q: 3 clusters Score -1431999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1431999.500000 Penalty: 4645.438965
	Iteration 67Q: 3 clusters Score -1432000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1432004.125000 Penalty: 4645.438965
	Iteration 68Q: 3 clusters Score -1432004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1432004.375000 Penalty: 4645.438965
	Iteration 69Q: 3 clusters Score -1432004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1432002.500000 Penalty: 4645.438965
	Iteration 70Q: 3 clusters Score -1432002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1432002.375000 Penalty: 4645.438965
	Iteration 71Q: 3 clusters Score -1432002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1432004.500000 Penalty: 4645.438965
	Iteration 72Q: 3 clusters Score -1432004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1432005.000000 Penalty: 4645.438965
	Iteration 73Q: 3 clusters Score -1432005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1432005.625000 Penalty: 4645.438965
	Iteration 74Q: 3 clusters Score -1432006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1432006.250000 Penalty: 4645.438965
	Iteration 75Q: 3 clusters Score -1432006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1432008.000000 Penalty: 4645.438965
	Iteration 76Q: 3 clusters Score -1432008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1432009.625000 Penalty: 4645.438965
	Iteration 77Q: 3 clusters Score -1432010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1432009.625000 Penalty: 4645.438965
	Iteration 78F: 3 clusters Score -1432010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Entering Unmasked Estep 
Score: -3855643.250000 Penalty: 2566.672607
	Iteration 0F: 2 clusters Score -3855643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -3834319.000000 Penalty: 5133.345215
	Iteration 0F: 3 clusters Score -3834319 nChanged 14247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -3841975.250000 Penalty: 5133.345215
	Iteration 1F: 3 clusters Score -3841975 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -3842524.000000 Penalty: 5133.345215
	Iteration 2Q: 3 clusters Score -3842524 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -3843159.000000 Penalty: 5133.345215
	Iteration 3Q: 3 clusters Score -3843159 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -3843919.250000 Penalty: 5133.345215
	Iteration 4F: 3 clusters Score -3843919 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -3844929.750000 Penalty: 5133.345215
	Iteration 5F: 3 clusters Score -3844930 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -3846094.500000 Penalty: 5133.345215
	Iteration 6F: 3 clusters Score -3846094 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -3847382.500000 Penalty: 5133.345215
	Iteration 7F: 3 clusters Score -3847382 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3848735.000000 Penalty: 5133.345215
	Iteration 8F: 3 clusters Score -3848735 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -3849841.000000 Penalty: 5133.345215
	Iteration 9Q: 3 clusters Score -3849841 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -3850742.500000 Penalty: 5133.345215
	Iteration 10Q: 3 clusters Score -3850742 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -3851495.000000 Penalty: 5133.345215
	Iteration 11Q: 3 clusters Score -3851495 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -3852017.250000 Penalty: 5133.345215
	Iteration 12Q: 3 clusters Score -3852017 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -3852320.750000 Penalty: 5133.345215
	Iteration 13Q: 3 clusters Score -3852321 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -3852524.750000 Penalty: 5133.345215
	Iteration 14Q: 3 clusters Score -3852525 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -3852635.000000 Penalty: 5133.345215
	Iteration 15Q: 3 clusters Score -3852635 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -3852737.500000 Penalty: 5133.345215
	Iteration 16Q: 3 clusters Score -3852738 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -3852786.500000 Penalty: 5133.345215
	Iteration 17Q: 3 clusters Score -3852786 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -3852859.250000 Penalty: 5133.345215
	Iteration 18Q: 3 clusters Score -3852859 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -3852897.500000 Penalty: 5133.345215
	Iteration 19Q: 3 clusters Score -3852898 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -3852931.000000 Penalty: 5133.345215
	Iteration 20F: 3 clusters Score -3852931 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -3852956.250000 Penalty: 5133.345215
	Iteration 21Q: 3 clusters Score -3852956 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -3853005.250000 Penalty: 5133.345215
	Iteration 22Q: 3 clusters Score -3853005 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -3853029.000000 Penalty: 5133.345215
	Iteration 23Q: 3 clusters Score -3853029 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -3853071.000000 Penalty: 5133.345215
	Iteration 24Q: 3 clusters Score -3853071 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -3853099.250000 Penalty: 5133.345215
	Iteration 25Q: 3 clusters Score -3853099 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -3853141.000000 Penalty: 5133.345215
	Iteration 26Q: 3 clusters Score -3853141 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -3853170.750000 Penalty: 5133.345215
	Iteration 27Q: 3 clusters Score -3853171 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -3853208.250000 Penalty: 5133.345215
	Iteration 28Q: 3 clusters Score -3853208 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -3853241.000000 Penalty: 5133.345215
	Iteration 29Q: 3 clusters Score -3853241 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -3853268.500000 Penalty: 5133.345215
	Iteration 30Q: 3 clusters Score -3853268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -3853292.750000 Penalty: 5133.345215
	Iteration 31Q: 3 clusters Score -3853293 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -3853312.250000 Penalty: 5133.345215
	Iteration 32Q: 3 clusters Score -3853312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -3853330.000000 Penalty: 5133.345215
	Iteration 33Q: 3 clusters Score -3853330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -3853350.500000 Penalty: 5133.345215
	Iteration 34Q: 3 clusters Score -3853350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -3853361.750000 Penalty: 5133.345215
	Iteration 35Q: 3 clusters Score -3853362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -3853367.250000 Penalty: 5133.345215
	Iteration 36Q: 3 clusters Score -3853367 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -3853378.000000 Penalty: 5133.345215
	Iteration 37Q: 3 clusters Score -3853378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -3853388.250000 Penalty: 5133.345215
	Iteration 38Q: 3 clusters Score -3853388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -3853396.750000 Penalty: 5133.345215
	Iteration 39Q: 3 clusters Score -3853397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -3853405.000000 Penalty: 5133.345215
	Iteration 40F: 3 clusters Score -3853405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -3853402.000000 Penalty: 5133.345215
	Iteration 41Q: 3 clusters Score -3853402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -3853410.250000 Penalty: 5133.345215
	Iteration 42Q: 3 clusters Score -3853410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -3853412.250000 Penalty: 5133.345215
	Iteration 43Q: 3 clusters Score -3853412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -3853417.250000 Penalty: 5133.345215
	Iteration 44Q: 3 clusters Score -3853417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -3853418.750000 Penalty: 5133.345215
	Iteration 45Q: 3 clusters Score -3853419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -3853426.250000 Penalty: 5133.345215
	Iteration 46Q: 3 clusters Score -3853426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -3853430.500000 Penalty: 5133.345215
	Iteration 47Q: 3 clusters Score -3853430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -3853439.750000 Penalty: 5133.345215
	Iteration 48Q: 3 clusters Score -3853440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -3853449.750000 Penalty: 5133.345215
	Iteration 49Q: 3 clusters Score -3853450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -3853450.500000 Penalty: 5133.345215
	Iteration 50Q: 3 clusters Score -3853450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -3853449.250000 Penalty: 5133.345215
	Iteration 51Q: 3 clusters Score -3853449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -3853448.250000 Penalty: 5133.345215
	Iteration 52Q: 3 clusters Score -3853448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -3853451.750000 Penalty: 5133.345215
	Iteration 53Q: 3 clusters Score -3853452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -3853459.750000 Penalty: 5133.345215
	Iteration 54Q: 3 clusters Score -3853460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -3853463.750000 Penalty: 5133.345215
	Iteration 55Q: 3 clusters Score -3853464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -3853474.750000 Penalty: 5133.345215
	Iteration 56Q: 3 clusters Score -3853475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -3853478.250000 Penalty: 5133.345215
	Iteration 57Q: 3 clusters Score -3853478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -3853481.250000 Penalty: 5133.345215
	Iteration 58Q: 3 clusters Score -3853481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -3853490.000000 Penalty: 5133.345215
	Iteration 59Q: 3 clusters Score -3853490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -3853491.000000 Penalty: 5133.345215
	Iteration 60F: 3 clusters Score -3853491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -3853490.000000 Penalty: 5133.345215
	Iteration 61Q: 3 clusters Score -3853490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -3853492.750000 Penalty: 5133.345215
	Iteration 62Q: 3 clusters Score -3853493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -3853492.750000 Penalty: 5133.345215
	Iteration 63F: 3 clusters Score -3853493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Entering Unmasked Estep 
Score: -1329224.500000 Penalty: 2310.269043
	Iteration 0F: 2 clusters Score -1329224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1320909.000000 Penalty: 4620.538086
	Iteration 0F: 3 clusters Score -1320909 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1323487.000000 Penalty: 4620.538086
	Iteration 1F: 3 clusters Score -1323487 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1323818.000000 Penalty: 4620.538086
	Iteration 2F: 3 clusters Score -1323818 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1324098.250000 Penalty: 4620.538086
	Iteration 3F: 3 clusters Score -1324098 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1324358.000000 Penalty: 4620.538086
	Iteration 4Q: 3 clusters Score -1324358 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1324635.125000 Penalty: 4620.538086
	Iteration 5Q: 3 clusters Score -1324635 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1324912.250000 Penalty: 4620.538086
	Iteration 6Q: 3 clusters Score -1324912 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1325190.875000 Penalty: 4620.538086
	Iteration 7Q: 3 clusters Score -1325191 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1325507.750000 Penalty: 4620.538086
	Iteration 8Q: 3 clusters Score -1325508 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1325827.750000 Penalty: 4620.538086
	Iteration 9Q: 3 clusters Score -1325828 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1326116.750000 Penalty: 4620.538086
	Iteration 10Q: 3 clusters Score -1326117 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1326344.625000 Penalty: 4620.538086
	Iteration 11Q: 3 clusters Score -1326345 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1326533.125000 Penalty: 4620.538086
	Iteration 12Q: 3 clusters Score -1326533 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1326689.250000 Penalty: 4620.538086
	Iteration 13Q: 3 clusters Score -1326689 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1326834.500000 Penalty: 4620.538086
	Iteration 14Q: 3 clusters Score -1326834 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1326956.125000 Penalty: 4620.538086
	Iteration 15Q: 3 clusters Score -1326956 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1327064.500000 Penalty: 4620.538086
	Iteration 16Q: 3 clusters Score -1327064 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1327127.125000 Penalty: 4620.538086
	Iteration 17Q: 3 clusters Score -1327127 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1327169.500000 Penalty: 4620.538086
	Iteration 18Q: 3 clusters Score -1327170 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1327198.000000 Penalty: 4620.538086
	Iteration 19Q: 3 clusters Score -1327198 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1327221.000000 Penalty: 4620.538086
	Iteration 20F: 3 clusters Score -1327221 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1327247.500000 Penalty: 4620.538086
	Iteration 21Q: 3 clusters Score -1327248 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1327262.750000 Penalty: 4620.538086
	Iteration 22Q: 3 clusters Score -1327263 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1327284.500000 Penalty: 4620.538086
	Iteration 23Q: 3 clusters Score -1327284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1327302.375000 Penalty: 4620.538086
	Iteration 24Q: 3 clusters Score -1327302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1327325.875000 Penalty: 4620.538086
	Iteration 25Q: 3 clusters Score -1327326 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1327340.875000 Penalty: 4620.538086
	Iteration 26Q: 3 clusters Score -1327341 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1327360.375000 Penalty: 4620.538086
	Iteration 27Q: 3 clusters Score -1327360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1327365.500000 Penalty: 4620.538086
	Iteration 28Q: 3 clusters Score -1327366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1327375.500000 Penalty: 4620.538086
	Iteration 29Q: 3 clusters Score -1327376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1327381.375000 Penalty: 4620.538086
	Iteration 30Q: 3 clusters Score -1327381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1327387.500000 Penalty: 4620.538086
	Iteration 31Q: 3 clusters Score -1327388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1327388.625000 Penalty: 4620.538086
	Iteration 32Q: 3 clusters Score -1327389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1327398.500000 Penalty: 4620.538086
	Iteration 33Q: 3 clusters Score -1327398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1327404.250000 Penalty: 4620.538086
	Iteration 34Q: 3 clusters Score -1327404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1327410.250000 Penalty: 4620.538086
	Iteration 35Q: 3 clusters Score -1327410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1327421.125000 Penalty: 4620.538086
	Iteration 36Q: 3 clusters Score -1327421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1327426.500000 Penalty: 4620.538086
	Iteration 37Q: 3 clusters Score -1327426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1327434.500000 Penalty: 4620.538086
	Iteration 38Q: 3 clusters Score -1327434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1327441.375000 Penalty: 4620.538086
	Iteration 39Q: 3 clusters Score -1327441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1327448.125000 Penalty: 4620.538086
	Iteration 40F: 3 clusters Score -1327448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1327452.625000 Penalty: 4620.538086
	Iteration 41Q: 3 clusters Score -1327453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1327464.125000 Penalty: 4620.538086
	Iteration 42Q: 3 clusters Score -1327464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1327473.875000 Penalty: 4620.538086
	Iteration 43Q: 3 clusters Score -1327474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1327491.625000 Penalty: 4620.538086
	Iteration 44Q: 3 clusters Score -1327492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1327497.000000 Penalty: 4620.538086
	Iteration 45Q: 3 clusters Score -1327497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1327502.375000 Penalty: 4620.538086
	Iteration 46Q: 3 clusters Score -1327502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1327509.375000 Penalty: 4620.538086
	Iteration 47Q: 3 clusters Score -1327509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1327523.250000 Penalty: 4620.538086
	Iteration 48Q: 3 clusters Score -1327523 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1327533.625000 Penalty: 4620.538086
	Iteration 49Q: 3 clusters Score -1327534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1327559.125000 Penalty: 4620.538086
	Iteration 50Q: 3 clusters Score -1327559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1327594.000000 Penalty: 4620.538086
	Iteration 51Q: 3 clusters Score -1327594 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1327639.750000 Penalty: 4620.538086
	Iteration 52Q: 3 clusters Score -1327640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1327662.875000 Penalty: 4620.538086
	Iteration 53Q: 3 clusters Score -1327663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1327671.750000 Penalty: 4620.538086
	Iteration 54Q: 3 clusters Score -1327672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1327679.250000 Penalty: 4620.538086
	Iteration 55Q: 3 clusters Score -1327679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1327683.500000 Penalty: 4620.538086
	Iteration 56Q: 3 clusters Score -1327684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1327686.625000 Penalty: 4620.538086
	Iteration 57Q: 3 clusters Score -1327687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1327685.375000 Penalty: 4620.538086
	Iteration 58Q: 3 clusters Score -1327685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1327688.125000 Penalty: 4620.538086
	Iteration 59Q: 3 clusters Score -1327688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1327688.500000 Penalty: 4620.538086
	Iteration 60F: 3 clusters Score -1327688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1327689.000000 Penalty: 4620.538086
	Iteration 61Q: 3 clusters Score -1327689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1327691.750000 Penalty: 4620.538086
	Iteration 62Q: 3 clusters Score -1327692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1327693.375000 Penalty: 4620.538086
	Iteration 63Q: 3 clusters Score -1327693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1327694.125000 Penalty: 4620.538086
	Iteration 64Q: 3 clusters Score -1327694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1327694.000000 Penalty: 4620.538086
	Iteration 65Q: 3 clusters Score -1327694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1327693.625000 Penalty: 4620.538086
	Iteration 66Q: 3 clusters Score -1327694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1327695.875000 Penalty: 4620.538086
	Iteration 67Q: 3 clusters Score -1327696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1327694.750000 Penalty: 4620.538086
	Iteration 68Q: 3 clusters Score -1327695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1327695.375000 Penalty: 4620.538086
	Iteration 69Q: 3 clusters Score -1327695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1327696.750000 Penalty: 4620.538086
	Iteration 70Q: 3 clusters Score -1327697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1327695.000000 Penalty: 4620.538086
	Iteration 71Q: 3 clusters Score -1327695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1327695.000000 Penalty: 4620.538086
	Iteration 72F: 3 clusters Score -1327695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Entering Unmasked Estep 
Score: -3269800.750000 Penalty: 2527.757080
	Iteration 0F: 2 clusters Score -3269801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -3251219.500000 Penalty: 5055.514160
	Iteration 0F: 3 clusters Score -3251220 nChanged 11979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -3257792.500000 Penalty: 5055.514160
	Iteration 1F: 3 clusters Score -3257792 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -3258446.000000 Penalty: 5055.514160
	Iteration 2F: 3 clusters Score -3258446 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3259173.750000 Penalty: 5055.514160
	Iteration 3F: 3 clusters Score -3259174 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -3260024.250000 Penalty: 5055.514160
	Iteration 4F: 3 clusters Score -3260024 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -3261009.750000 Penalty: 5055.514160
	Iteration 5F: 3 clusters Score -3261010 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -3262096.250000 Penalty: 5055.514160
	Iteration 6F: 3 clusters Score -3262096 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -3263249.750000 Penalty: 5055.514160
	Iteration 7F: 3 clusters Score -3263250 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -3264312.000000 Penalty: 5055.514160
	Iteration 8F: 3 clusters Score -3264312 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -3265279.750000 Penalty: 5055.514160
	Iteration 9Q: 3 clusters Score -3265280 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3266015.500000 Penalty: 5055.514160
	Iteration 10Q: 3 clusters Score -3266016 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3266548.500000 Penalty: 5055.514160
	Iteration 11Q: 3 clusters Score -3266548 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3266939.750000 Penalty: 5055.514160
	Iteration 12Q: 3 clusters Score -3266940 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3267175.750000 Penalty: 5055.514160
	Iteration 13Q: 3 clusters Score -3267176 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3267342.000000 Penalty: 5055.514160
	Iteration 14Q: 3 clusters Score -3267342 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3267417.000000 Penalty: 5055.514160
	Iteration 15Q: 3 clusters Score -3267417 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3267483.250000 Penalty: 5055.514160
	Iteration 16Q: 3 clusters Score -3267483 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3267521.000000 Penalty: 5055.514160
	Iteration 17Q: 3 clusters Score -3267521 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3267547.750000 Penalty: 5055.514160
	Iteration 18Q: 3 clusters Score -3267548 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3267568.000000 Penalty: 5055.514160
	Iteration 19Q: 3 clusters Score -3267568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3267588.250000 Penalty: 5055.514160
	Iteration 20F: 3 clusters Score -3267588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3267594.750000 Penalty: 5055.514160
	Iteration 21Q: 3 clusters Score -3267595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3267599.750000 Penalty: 5055.514160
	Iteration 22Q: 3 clusters Score -3267600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3267611.250000 Penalty: 5055.514160
	Iteration 23Q: 3 clusters Score -3267611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3267623.750000 Penalty: 5055.514160
	Iteration 24Q: 3 clusters Score -3267624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3267628.750000 Penalty: 5055.514160
	Iteration 25Q: 3 clusters Score -3267629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3267638.000000 Penalty: 5055.514160
	Iteration 26Q: 3 clusters Score -3267638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3267651.250000 Penalty: 5055.514160
	Iteration 27Q: 3 clusters Score -3267651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3267656.250000 Penalty: 5055.514160
	Iteration 28Q: 3 clusters Score -3267656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3267661.000000 Penalty: 5055.514160
	Iteration 29Q: 3 clusters Score -3267661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3267668.500000 Penalty: 5055.514160
	Iteration 30Q: 3 clusters Score -3267668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3267682.000000 Penalty: 5055.514160
	Iteration 31Q: 3 clusters Score -3267682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3267683.250000 Penalty: 5055.514160
	Iteration 32Q: 3 clusters Score -3267683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3267698.250000 Penalty: 5055.514160
	Iteration 33Q: 3 clusters Score -3267698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3267705.250000 Penalty: 5055.514160
	Iteration 34Q: 3 clusters Score -3267705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3267707.000000 Penalty: 5055.514160
	Iteration 35Q: 3 clusters Score -3267707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3267713.500000 Penalty: 5055.514160
	Iteration 36Q: 3 clusters Score -3267714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3267718.500000 Penalty: 5055.514160
	Iteration 37Q: 3 clusters Score -3267718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3267720.000000 Penalty: 5055.514160
	Iteration 38Q: 3 clusters Score -3267720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3267730.250000 Penalty: 5055.514160
	Iteration 39Q: 3 clusters Score -3267730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3267728.500000 Penalty: 5055.514160
	Iteration 40F: 3 clusters Score -3267728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3267734.000000 Penalty: 5055.514160
	Iteration 41Q: 3 clusters Score -3267734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3267733.500000 Penalty: 5055.514160
	Iteration 42Q: 3 clusters Score -3267734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3267737.000000 Penalty: 5055.514160
	Iteration 43Q: 3 clusters Score -3267737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3267732.750000 Penalty: 5055.514160
	Iteration 44Q: 3 clusters Score -3267733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3267736.500000 Penalty: 5055.514160
	Iteration 45Q: 3 clusters Score -3267736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3267736.500000 Penalty: 5055.514160
	Iteration 46F: 3 clusters Score -3267736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (231006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231006 members 
Entering Unmasked Estep 
Score: -28192492.000000 Penalty: 3062.849365
	Iteration 0F: 2 clusters Score -2.819249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115500 members 
Mstep: Class 2 contains 115506 members 
Entering Unmasked Estep 
Score: -28040582.000000 Penalty: 6125.698730
	Iteration 0F: 3 clusters Score -2.804058e+07 nChanged 111383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116443 members 
Mstep: Class 2 contains 114563 members 
Entering Unmasked Estep 
Score: -28106522.000000 Penalty: 6125.698730
	Iteration 1F: 3 clusters Score -2.810652e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116826 members 
Mstep: Class 2 contains 114180 members 
Entering Unmasked Estep 
Score: -28108210.000000 Penalty: 6125.698730
	Iteration 2Q: 3 clusters Score -2.810821e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117453 members 
Mstep: Class 2 contains 113553 members 
Entering Unmasked Estep 
Score: -28109822.000000 Penalty: 6125.698730
	Iteration 3Q: 3 clusters Score -2.810982e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118455 members 
Mstep: Class 2 contains 112551 members 
Entering Unmasked Estep 
Score: -28111742.000000 Penalty: 6125.698730
	Iteration 4Q: 3 clusters Score -2.811174e+07 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119953 members 
Mstep: Class 2 contains 111053 members 
Entering Unmasked Estep 
Score: -28114048.000000 Penalty: 6125.698730
	Iteration 5Q: 3 clusters Score -2.811405e+07 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122045 members 
Mstep: Class 2 contains 108961 members 
Entering Unmasked Estep 
Score: -28116770.000000 Penalty: 6125.698730
	Iteration 6Q: 3 clusters Score -2.811677e+07 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125103 members 
Mstep: Class 2 contains 105903 members 
Entering Unmasked Estep 
Score: -28120292.000000 Penalty: 6125.698730
	Iteration 7Q: 3 clusters Score -2.812029e+07 nChanged 9715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129404 members 
Mstep: Class 2 contains 101602 members 
Entering Unmasked Estep 
Score: -28124212.000000 Penalty: 6125.698730
	Iteration 8Q: 3 clusters Score -2.812421e+07 nChanged 10010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134890 members 
Mstep: Class 2 contains 96116 members 
Entering Unmasked Estep 
Score: -28128676.000000 Penalty: 6125.698730
	Iteration 9Q: 3 clusters Score -2.812868e+07 nChanged 10263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141931 members 
Mstep: Class 2 contains 89075 members 
Entering Unmasked Estep 
Score: -28133530.000000 Penalty: 6125.698730
	Iteration 10Q: 3 clusters Score -2.813353e+07 nChanged 10495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150654 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
Score: -28139092.000000 Penalty: 6125.698730
	Iteration 11Q: 3 clusters Score -2.813909e+07 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161003 members 
Mstep: Class 2 contains 70003 members 
Entering Unmasked Estep 
Score: -28145736.000000 Penalty: 6125.698730
	Iteration 12Q: 3 clusters Score -2.814574e+07 nChanged 12057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172760 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
Score: -28153064.000000 Penalty: 6125.698730
	Iteration 13F: 3 clusters Score -2.815306e+07 nChanged 12660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185344 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -28161498.000000 Penalty: 6125.698730
	Iteration 14F: 3 clusters Score -2.81615e+07 nChanged 12205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197525 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -28169584.000000 Penalty: 6125.698730
	Iteration 15F: 3 clusters Score -2.816958e+07 nChanged 10520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208035 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -28176388.000000 Penalty: 6125.698730
	Iteration 16Q: 3 clusters Score -2.817639e+07 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215981 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -28181582.000000 Penalty: 6125.698730
	Iteration 17Q: 3 clusters Score -2.818158e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221380 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -28185028.000000 Penalty: 6125.698730
	Iteration 18Q: 3 clusters Score -2.818503e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224648 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -28186984.000000 Penalty: 6125.698730
	Iteration 19Q: 3 clusters Score -2.818698e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226590 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -28188172.000000 Penalty: 6125.698730
	Iteration 20F: 3 clusters Score -2.818817e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227720 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -28188918.000000 Penalty: 6125.698730
	Iteration 21Q: 3 clusters Score -2.818892e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228353 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -28189296.000000 Penalty: 6125.698730
	Iteration 22Q: 3 clusters Score -2.81893e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228756 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -28189644.000000 Penalty: 6125.698730
	Iteration 23Q: 3 clusters Score -2.818964e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229011 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -28189816.000000 Penalty: 6125.698730
	Iteration 24Q: 3 clusters Score -2.818982e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229172 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -28189990.000000 Penalty: 6125.698730
	Iteration 25Q: 3 clusters Score -2.818999e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229253 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -28190038.000000 Penalty: 6125.698730
	Iteration 26Q: 3 clusters Score -2.819004e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229315 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -28190090.000000 Penalty: 6125.698730
	Iteration 27Q: 3 clusters Score -2.819009e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229342 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -28190112.000000 Penalty: 6125.698730
	Iteration 28Q: 3 clusters Score -2.819011e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229363 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -28190158.000000 Penalty: 6125.698730
	Iteration 29Q: 3 clusters Score -2.819016e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229393 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -28190200.000000 Penalty: 6125.698730
	Iteration 30Q: 3 clusters Score -2.81902e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229405 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -28190242.000000 Penalty: 6125.698730
	Iteration 31Q: 3 clusters Score -2.819024e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229409 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -28190244.000000 Penalty: 6125.698730
	Iteration 32Q: 3 clusters Score -2.819024e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229425 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -28190290.000000 Penalty: 6125.698730
	Iteration 33Q: 3 clusters Score -2.819029e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229434 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -28190312.000000 Penalty: 6125.698730
	Iteration 34Q: 3 clusters Score -2.819031e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229444 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -28190338.000000 Penalty: 6125.698730
	Iteration 35Q: 3 clusters Score -2.819034e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229452 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -28190338.000000 Penalty: 6125.698730
	Iteration 36Q: 3 clusters Score -2.819034e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229462 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -28190338.000000 Penalty: 6125.698730
	Iteration 37Q: 3 clusters Score -2.819034e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229476 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -28190348.000000 Penalty: 6125.698730
	Iteration 38Q: 3 clusters Score -2.819035e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229481 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -28190356.000000 Penalty: 6125.698730
	Iteration 39Q: 3 clusters Score -2.819036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229484 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -28190358.000000 Penalty: 6125.698730
	Iteration 40F: 3 clusters Score -2.819036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229488 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -28190348.000000 Penalty: 6125.698730
	Iteration 41Q: 3 clusters Score -2.819035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229494 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -28190358.000000 Penalty: 6125.698730
	Iteration 42Q: 3 clusters Score -2.819036e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229499 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -28190370.000000 Penalty: 6125.698730
	Iteration 43Q: 3 clusters Score -2.819037e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229506 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -28190356.000000 Penalty: 6125.698730
	Iteration 44Q: 3 clusters Score -2.819036e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229512 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -28190340.000000 Penalty: 6125.698730
	Iteration 45Q: 3 clusters Score -2.819034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229518 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -28190374.000000 Penalty: 6125.698730
	Iteration 46Q: 3 clusters Score -2.819037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229520 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -28190360.000000 Penalty: 6125.698730
	Iteration 47Q: 3 clusters Score -2.819036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229523 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -28190368.000000 Penalty: 6125.698730
	Iteration 48Q: 3 clusters Score -2.819037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229523 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -28190364.000000 Penalty: 6125.698730
	Iteration 49Q: 3 clusters Score -2.819036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229526 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -28190366.000000 Penalty: 6125.698730
	Iteration 50Q: 3 clusters Score -2.819037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229527 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -28190368.000000 Penalty: 6125.698730
	Iteration 51Q: 3 clusters Score -2.819037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229530 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -28190388.000000 Penalty: 6125.698730
	Iteration 52Q: 3 clusters Score -2.819039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229530 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -28190362.000000 Penalty: 6125.698730
	Iteration 53Q: 3 clusters Score -2.819036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229532 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -28190376.000000 Penalty: 6125.698730
	Iteration 54Q: 3 clusters Score -2.819038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229532 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -28190372.000000 Penalty: 6125.698730
	Iteration 55Q: 3 clusters Score -2.819037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229533 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -28190380.000000 Penalty: 6125.698730
	Iteration 56Q: 3 clusters Score -2.819038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229531 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -28190384.000000 Penalty: 6125.698730
	Iteration 57Q: 3 clusters Score -2.819038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229530 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -28190372.000000 Penalty: 6125.698730
	Iteration 58Q: 3 clusters Score -2.819037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229528 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -28190368.000000 Penalty: 6125.698730
	Iteration 59Q: 3 clusters Score -2.819037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229529 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -28190372.000000 Penalty: 6125.698730
	Iteration 60F: 3 clusters Score -2.819037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229532 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -28190358.000000 Penalty: 6125.698730
	Iteration 61Q: 3 clusters Score -2.819036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229535 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -28190364.000000 Penalty: 6125.698730
	Iteration 62Q: 3 clusters Score -2.819036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229537 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -28190364.000000 Penalty: 6125.698730
	Iteration 63Q: 3 clusters Score -2.819036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229537 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -28190366.000000 Penalty: 6125.698730
	Iteration 64Q: 3 clusters Score -2.819037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229535 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -28190360.000000 Penalty: 6125.698730
	Iteration 65Q: 3 clusters Score -2.819036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229535 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -28190362.000000 Penalty: 6125.698730
	Iteration 66Q: 3 clusters Score -2.819036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229534 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -28190364.000000 Penalty: 6125.698730
	Iteration 67Q: 3 clusters Score -2.819036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229535 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -28190358.000000 Penalty: 6125.698730
	Iteration 68Q: 3 clusters Score -2.819036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229535 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -28190358.000000 Penalty: 6125.698730
	Iteration 69F: 3 clusters Score -2.819036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -43241.019531 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -43241.02 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 192 members 
Entering Unmasked Estep 
Score: -41865.539062 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -41865.54 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41971.042969 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -41971.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42015.703125 Penalty: 2933.097656
	Iteration 2Q: 3 clusters Score -42015.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42021.613281 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -42021.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42028.882812 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -42028.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42028.882812 Penalty: 2933.097656
	Iteration 5F: 3 clusters Score -42028.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (55062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55062 members 
Entering Unmasked Estep 
Score: -6590547.000000 Penalty: 2707.221191
	Iteration 0F: 2 clusters Score -6590547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -6553296.500000 Penalty: 5414.442383
	Iteration 0F: 3 clusters Score -6553296 nChanged 25514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -6567542.000000 Penalty: 5414.442383
	Iteration 1F: 3 clusters Score -6567542 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -6568107.500000 Penalty: 5414.442383
	Iteration 2Q: 3 clusters Score -6568108 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -6568867.500000 Penalty: 5414.442383
	Iteration 3Q: 3 clusters Score -6568868 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -6569817.500000 Penalty: 5414.442383
	Iteration 4Q: 3 clusters Score -6569818 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -6570880.500000 Penalty: 5414.442383
	Iteration 5Q: 3 clusters Score -6570880 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -6572300.000000 Penalty: 5414.442383
	Iteration 6F: 3 clusters Score -6572300 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -6574045.000000 Penalty: 5414.442383
	Iteration 7F: 3 clusters Score -6574045 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -6575989.500000 Penalty: 5414.442383
	Iteration 8F: 3 clusters Score -6575990 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -6578169.500000 Penalty: 5414.442383
	Iteration 9F: 3 clusters Score -6578170 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -6580403.000000 Penalty: 5414.442383
	Iteration 10F: 3 clusters Score -6580403 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -6582534.500000 Penalty: 5414.442383
	Iteration 11Q: 3 clusters Score -6582534 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -6584272.500000 Penalty: 5414.442383
	Iteration 12Q: 3 clusters Score -6584272 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -6585498.000000 Penalty: 5414.442383
	Iteration 13Q: 3 clusters Score -6585498 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -6586382.500000 Penalty: 5414.442383
	Iteration 14Q: 3 clusters Score -6586382 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -6587035.500000 Penalty: 5414.442383
	Iteration 15Q: 3 clusters Score -6587036 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -6587586.500000 Penalty: 5414.442383
	Iteration 16Q: 3 clusters Score -6587586 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -6588018.500000 Penalty: 5414.442383
	Iteration 17Q: 3 clusters Score -6588018 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -6588368.500000 Penalty: 5414.442383
	Iteration 18Q: 3 clusters Score -6588368 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -6588636.500000 Penalty: 5414.442383
	Iteration 19Q: 3 clusters Score -6588636 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6588830.000000 Penalty: 5414.442383
	Iteration 20F: 3 clusters Score -6588830 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53237 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -6588990.500000 Penalty: 5414.442383
	Iteration 21Q: 3 clusters Score -6588990 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53425 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6589115.000000 Penalty: 5414.442383
	Iteration 22Q: 3 clusters Score -6589115 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6589216.000000 Penalty: 5414.442383
	Iteration 23Q: 3 clusters Score -6589216 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -6589287.500000 Penalty: 5414.442383
	Iteration 24Q: 3 clusters Score -6589288 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53783 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -6589347.500000 Penalty: 5414.442383
	Iteration 25Q: 3 clusters Score -6589348 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53864 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6589450.000000 Penalty: 5414.442383
	Iteration 26Q: 3 clusters Score -6589450 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6589518.000000 Penalty: 5414.442383
	Iteration 27Q: 3 clusters Score -6589518 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53994 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6589576.000000 Penalty: 5414.442383
	Iteration 28Q: 3 clusters Score -6589576 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6589611.000000 Penalty: 5414.442383
	Iteration 29Q: 3 clusters Score -6589611 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6589645.500000 Penalty: 5414.442383
	Iteration 30Q: 3 clusters Score -6589646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54084 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -6589684.000000 Penalty: 5414.442383
	Iteration 31Q: 3 clusters Score -6589684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6589710.500000 Penalty: 5414.442383
	Iteration 32Q: 3 clusters Score -6589710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6589747.500000 Penalty: 5414.442383
	Iteration 33Q: 3 clusters Score -6589748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -6589759.000000 Penalty: 5414.442383
	Iteration 34Q: 3 clusters Score -6589759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54153 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6589780.000000 Penalty: 5414.442383
	Iteration 35Q: 3 clusters Score -6589780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54156 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -6589780.500000 Penalty: 5414.442383
	Iteration 36Q: 3 clusters Score -6589780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6589782.000000 Penalty: 5414.442383
	Iteration 37Q: 3 clusters Score -6589782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54168 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6589788.000000 Penalty: 5414.442383
	Iteration 38Q: 3 clusters Score -6589788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54169 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6589784.000000 Penalty: 5414.442383
	Iteration 39Q: 3 clusters Score -6589784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -6589789.500000 Penalty: 5414.442383
	Iteration 40F: 3 clusters Score -6589790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6589782.500000 Penalty: 5414.442383
	Iteration 41Q: 3 clusters Score -6589782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6589782.500000 Penalty: 5414.442383
	Iteration 42F: 3 clusters Score -6589782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Entering Unmasked Estep 
Score: -2067376.875000 Penalty: 2406.954834
	Iteration 0F: 2 clusters Score -2067377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2055610.500000 Penalty: 4813.909668
	Iteration 0F: 3 clusters Score -2055610 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2059391.375000 Penalty: 4813.909668
	Iteration 1F: 3 clusters Score -2059391 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2059798.750000 Penalty: 4813.909668
	Iteration 2F: 3 clusters Score -2059799 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2060153.875000 Penalty: 4813.909668
	Iteration 3F: 3 clusters Score -2060154 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2060478.375000 Penalty: 4813.909668
	Iteration 4Q: 3 clusters Score -2060478 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2060926.875000 Penalty: 4813.909668
	Iteration 5Q: 3 clusters Score -2060927 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2061534.125000 Penalty: 4813.909668
	Iteration 6F: 3 clusters Score -2061534 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2062274.750000 Penalty: 4813.909668
	Iteration 7F: 3 clusters Score -2062275 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2063086.125000 Penalty: 4813.909668
	Iteration 8F: 3 clusters Score -2063086 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2063816.375000 Penalty: 4813.909668
	Iteration 9F: 3 clusters Score -2063816 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2064402.875000 Penalty: 4813.909668
	Iteration 10Q: 3 clusters Score -2064403 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2064761.375000 Penalty: 4813.909668
	Iteration 11Q: 3 clusters Score -2064761 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2064995.000000 Penalty: 4813.909668
	Iteration 12Q: 3 clusters Score -2064995 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2065133.500000 Penalty: 4813.909668
	Iteration 13Q: 3 clusters Score -2065134 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2065232.125000 Penalty: 4813.909668
	Iteration 14Q: 3 clusters Score -2065232 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2065280.125000 Penalty: 4813.909668
	Iteration 15Q: 3 clusters Score -2065280 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2065307.250000 Penalty: 4813.909668
	Iteration 16Q: 3 clusters Score -2065307 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2065328.625000 Penalty: 4813.909668
	Iteration 17Q: 3 clusters Score -2065329 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2065344.000000 Penalty: 4813.909668
	Iteration 18Q: 3 clusters Score -2065344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2065354.875000 Penalty: 4813.909668
	Iteration 19Q: 3 clusters Score -2065355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2065360.500000 Penalty: 4813.909668
	Iteration 20F: 3 clusters Score -2065360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2065358.875000 Penalty: 4813.909668
	Iteration 21Q: 3 clusters Score -2065359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2065362.625000 Penalty: 4813.909668
	Iteration 22Q: 3 clusters Score -2065363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2065365.625000 Penalty: 4813.909668
	Iteration 23Q: 3 clusters Score -2065366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2065366.750000 Penalty: 4813.909668
	Iteration 24Q: 3 clusters Score -2065367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2065366.000000 Penalty: 4813.909668
	Iteration 25Q: 3 clusters Score -2065366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2065368.375000 Penalty: 4813.909668
	Iteration 26Q: 3 clusters Score -2065368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2065369.875000 Penalty: 4813.909668
	Iteration 27Q: 3 clusters Score -2065370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2065371.750000 Penalty: 4813.909668
	Iteration 28Q: 3 clusters Score -2065372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2065374.250000 Penalty: 4813.909668
	Iteration 29Q: 3 clusters Score -2065374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2065372.875000 Penalty: 4813.909668
	Iteration 30Q: 3 clusters Score -2065373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2065379.750000 Penalty: 4813.909668
	Iteration 31Q: 3 clusters Score -2065380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2065376.875000 Penalty: 4813.909668
	Iteration 32Q: 3 clusters Score -2065377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2065376.875000 Penalty: 4813.909668
	Iteration 33F: 3 clusters Score -2065377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -725485.625000 Penalty: 2166.210938
	Iteration 0F: 2 clusters Score -725485.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -720241.812500 Penalty: 4332.421875
	Iteration 0F: 3 clusters Score -720241.8 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -721780.000000 Penalty: 4332.421875
	Iteration 1F: 3 clusters Score -721780 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -722367.500000 Penalty: 4332.421875
	Iteration 2F: 3 clusters Score -722367.5 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -722869.875000 Penalty: 4332.421875
	Iteration 3F: 3 clusters Score -722869.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -723287.562500 Penalty: 4332.421875
	Iteration 4F: 3 clusters Score -723287.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -723596.312500 Penalty: 4332.421875
	Iteration 5F: 3 clusters Score -723596.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -723815.437500 Penalty: 4332.421875
	Iteration 6Q: 3 clusters Score -723815.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -723957.687500 Penalty: 4332.421875
	Iteration 7Q: 3 clusters Score -723957.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -724055.687500 Penalty: 4332.421875
	Iteration 8Q: 3 clusters Score -724055.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -724131.250000 Penalty: 4332.421875
	Iteration 9Q: 3 clusters Score -724131.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -724180.937500 Penalty: 4332.421875
	Iteration 10Q: 3 clusters Score -724180.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -724216.625000 Penalty: 4332.421875
	Iteration 11Q: 3 clusters Score -724216.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -724248.062500 Penalty: 4332.421875
	Iteration 12Q: 3 clusters Score -724248.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -724276.062500 Penalty: 4332.421875
	Iteration 13Q: 3 clusters Score -724276.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -724297.625000 Penalty: 4332.421875
	Iteration 14Q: 3 clusters Score -724297.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -724307.812500 Penalty: 4332.421875
	Iteration 15Q: 3 clusters Score -724307.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -724314.187500 Penalty: 4332.421875
	Iteration 16Q: 3 clusters Score -724314.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -724323.125000 Penalty: 4332.421875
	Iteration 17Q: 3 clusters Score -724323.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -724329.250000 Penalty: 4332.421875
	Iteration 18Q: 3 clusters Score -724329.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -724330.812500 Penalty: 4332.421875
	Iteration 19Q: 3 clusters Score -724330.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -724333.625000 Penalty: 4332.421875
	Iteration 20F: 3 clusters Score -724333.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -724334.437500 Penalty: 4332.421875
	Iteration 21Q: 3 clusters Score -724334.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -724339.000000 Penalty: 4332.421875
	Iteration 22Q: 3 clusters Score -724339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -724340.687500 Penalty: 4332.421875
	Iteration 23Q: 3 clusters Score -724340.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -724342.375000 Penalty: 4332.421875
	Iteration 24Q: 3 clusters Score -724342.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -724340.812500 Penalty: 4332.421875
	Iteration 25Q: 3 clusters Score -724340.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -724341.562500 Penalty: 4332.421875
	Iteration 26Q: 3 clusters Score -724341.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -724342.312500 Penalty: 4332.421875
	Iteration 27Q: 3 clusters Score -724342.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -724342.312500 Penalty: 4332.421875
	Iteration 28F: 3 clusters Score -724342.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (31614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Entering Unmasked Estep 
Score: -3852126.000000 Penalty: 2569.616211
	Iteration 0F: 2 clusters Score -3852126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -3830678.250000 Penalty: 5139.232422
	Iteration 0F: 3 clusters Score -3830678 nChanged 14242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -3838618.000000 Penalty: 5139.232422
	Iteration 1F: 3 clusters Score -3838618 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -3839386.750000 Penalty: 5139.232422
	Iteration 2F: 3 clusters Score -3839387 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -3840342.750000 Penalty: 5139.232422
	Iteration 3F: 3 clusters Score -3840343 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -3841610.000000 Penalty: 5139.232422
	Iteration 4F: 3 clusters Score -3841610 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -3843163.750000 Penalty: 5139.232422
	Iteration 5F: 3 clusters Score -3843164 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -3844618.250000 Penalty: 5139.232422
	Iteration 6F: 3 clusters Score -3844618 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -3845774.250000 Penalty: 5139.232422
	Iteration 7F: 3 clusters Score -3845774 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -3846563.000000 Penalty: 5139.232422
	Iteration 8Q: 3 clusters Score -3846563 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -3847074.250000 Penalty: 5139.232422
	Iteration 9Q: 3 clusters Score -3847074 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -3847494.750000 Penalty: 5139.232422
	Iteration 10Q: 3 clusters Score -3847495 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -3847801.000000 Penalty: 5139.232422
	Iteration 11Q: 3 clusters Score -3847801 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -3848113.750000 Penalty: 5139.232422
	Iteration 12Q: 3 clusters Score -3848114 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -3848434.250000 Penalty: 5139.232422
	Iteration 13Q: 3 clusters Score -3848434 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -3848724.750000 Penalty: 5139.232422
	Iteration 14Q: 3 clusters Score -3848725 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -3848982.500000 Penalty: 5139.232422
	Iteration 15Q: 3 clusters Score -3848982 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -3849189.750000 Penalty: 5139.232422
	Iteration 16Q: 3 clusters Score -3849190 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -3849413.500000 Penalty: 5139.232422
	Iteration 17Q: 3 clusters Score -3849414 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -3849597.250000 Penalty: 5139.232422
	Iteration 18Q: 3 clusters Score -3849597 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -3849748.000000 Penalty: 5139.232422
	Iteration 19Q: 3 clusters Score -3849748 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -3849845.500000 Penalty: 5139.232422
	Iteration 20F: 3 clusters Score -3849846 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -3849925.250000 Penalty: 5139.232422
	Iteration 21Q: 3 clusters Score -3849925 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -3849983.500000 Penalty: 5139.232422
	Iteration 22Q: 3 clusters Score -3849984 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -3850030.750000 Penalty: 5139.232422
	Iteration 23Q: 3 clusters Score -3850031 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -3850075.750000 Penalty: 5139.232422
	Iteration 24Q: 3 clusters Score -3850076 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -3850092.250000 Penalty: 5139.232422
	Iteration 25Q: 3 clusters Score -3850092 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -3850113.250000 Penalty: 5139.232422
	Iteration 26Q: 3 clusters Score -3850113 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -3850121.000000 Penalty: 5139.232422
	Iteration 27Q: 3 clusters Score -3850121 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -3850131.250000 Penalty: 5139.232422
	Iteration 28Q: 3 clusters Score -3850131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -3850137.000000 Penalty: 5139.232422
	Iteration 29Q: 3 clusters Score -3850137 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -3850141.250000 Penalty: 5139.232422
	Iteration 30Q: 3 clusters Score -3850141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -3850148.000000 Penalty: 5139.232422
	Iteration 31Q: 3 clusters Score -3850148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -3850148.750000 Penalty: 5139.232422
	Iteration 32Q: 3 clusters Score -3850149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -3850152.500000 Penalty: 5139.232422
	Iteration 33Q: 3 clusters Score -3850152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -3850154.500000 Penalty: 5139.232422
	Iteration 34Q: 3 clusters Score -3850154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -3850164.500000 Penalty: 5139.232422
	Iteration 35Q: 3 clusters Score -3850164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -3850166.000000 Penalty: 5139.232422
	Iteration 36Q: 3 clusters Score -3850166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -3850173.000000 Penalty: 5139.232422
	Iteration 37Q: 3 clusters Score -3850173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -3850171.000000 Penalty: 5139.232422
	Iteration 38Q: 3 clusters Score -3850171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -3850170.250000 Penalty: 5139.232422
	Iteration 39Q: 3 clusters Score -3850170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -3850170.250000 Penalty: 5139.232422
	Iteration 40F: 3 clusters Score -3850170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -3850166.250000 Penalty: 5139.232422
	Iteration 41Q: 3 clusters Score -3850166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -3850170.000000 Penalty: 5139.232422
	Iteration 42Q: 3 clusters Score -3850170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -3850168.750000 Penalty: 5139.232422
	Iteration 43Q: 3 clusters Score -3850169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -3850170.250000 Penalty: 5139.232422
	Iteration 44Q: 3 clusters Score -3850170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -3850171.750000 Penalty: 5139.232422
	Iteration 45Q: 3 clusters Score -3850172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -3850178.000000 Penalty: 5139.232422
	Iteration 46Q: 3 clusters Score -3850178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -3850178.250000 Penalty: 5139.232422
	Iteration 47Q: 3 clusters Score -3850178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -3850183.500000 Penalty: 5139.232422
	Iteration 48Q: 3 clusters Score -3850184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -3850182.750000 Penalty: 5139.232422
	Iteration 49Q: 3 clusters Score -3850183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -3850182.500000 Penalty: 5139.232422
	Iteration 50Q: 3 clusters Score -3850182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -3850183.500000 Penalty: 5139.232422
	Iteration 51Q: 3 clusters Score -3850184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -3850186.000000 Penalty: 5139.232422
	Iteration 52Q: 3 clusters Score -3850186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -3850189.750000 Penalty: 5139.232422
	Iteration 53Q: 3 clusters Score -3850190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -3850185.750000 Penalty: 5139.232422
	Iteration 54Q: 3 clusters Score -3850186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -3850185.250000 Penalty: 5139.232422
	Iteration 55Q: 3 clusters Score -3850185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -3850184.750000 Penalty: 5139.232422
	Iteration 56Q: 3 clusters Score -3850185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -3850183.750000 Penalty: 5139.232422
	Iteration 57Q: 3 clusters Score -3850184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -3850182.250000 Penalty: 5139.232422
	Iteration 58Q: 3 clusters Score -3850182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -3850182.000000 Penalty: 5139.232422
	Iteration 59Q: 3 clusters Score -3850182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -3850185.500000 Penalty: 5139.232422
	Iteration 60F: 3 clusters Score -3850186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -3850185.750000 Penalty: 5139.232422
	Iteration 61Q: 3 clusters Score -3850186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -3850185.750000 Penalty: 5139.232422
	Iteration 62F: 3 clusters Score -3850186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -64194.933594 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -64194.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -62614.093750 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -62614.09 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62814.832031 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -62814.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62881.367188 Penalty: 3154.348633
	Iteration 2F: 3 clusters Score -62881.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62911.109375 Penalty: 3154.348633
	Iteration 3Q: 3 clusters Score -62911.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62922.710938 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -62922.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62933.113281 Penalty: 3154.348633
	Iteration 5Q: 3 clusters Score -62933.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -62935.257812 Penalty: 3154.348633
	Iteration 6Q: 3 clusters Score -62935.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62938.082031 Penalty: 3154.348633
	Iteration 7Q: 3 clusters Score -62938.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62941.843750 Penalty: 3154.348633
	Iteration 8Q: 3 clusters Score -62941.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62941.843750 Penalty: 3154.348633
	Iteration 9F: 3 clusters Score -62941.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Entering Unmasked Estep 
Score: -1502741.375000 Penalty: 2350.846924
	Iteration 0F: 2 clusters Score -1502741 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 6599 members 
Entering Unmasked Estep 
Score: -1493167.125000 Penalty: 4701.693848
	Iteration 0F: 3 clusters Score -1493167 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1496251.500000 Penalty: 4701.693848
	Iteration 1F: 3 clusters Score -1496252 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1496598.375000 Penalty: 4701.693848
	Iteration 2F: 3 clusters Score -1496598 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1496862.375000 Penalty: 4701.693848
	Iteration 3Q: 3 clusters Score -1496862 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1497127.625000 Penalty: 4701.693848
	Iteration 4Q: 3 clusters Score -1497128 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1497407.125000 Penalty: 4701.693848
	Iteration 5Q: 3 clusters Score -1497407 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1497749.625000 Penalty: 4701.693848
	Iteration 6Q: 3 clusters Score -1497750 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1498105.000000 Penalty: 4701.693848
	Iteration 7Q: 3 clusters Score -1498105 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1498443.000000 Penalty: 4701.693848
	Iteration 8Q: 3 clusters Score -1498443 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1498719.000000 Penalty: 4701.693848
	Iteration 9Q: 3 clusters Score -1498719 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1498922.000000 Penalty: 4701.693848
	Iteration 10Q: 3 clusters Score -1498922 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1499099.000000 Penalty: 4701.693848
	Iteration 11Q: 3 clusters Score -1499099 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1499273.750000 Penalty: 4701.693848
	Iteration 12Q: 3 clusters Score -1499274 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1499420.750000 Penalty: 4701.693848
	Iteration 13Q: 3 clusters Score -1499421 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1499594.625000 Penalty: 4701.693848
	Iteration 14Q: 3 clusters Score -1499595 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1499820.625000 Penalty: 4701.693848
	Iteration 15Q: 3 clusters Score -1499821 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1500076.000000 Penalty: 4701.693848
	Iteration 16Q: 3 clusters Score -1500076 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1500321.750000 Penalty: 4701.693848
	Iteration 17Q: 3 clusters Score -1500322 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1500483.000000 Penalty: 4701.693848
	Iteration 18Q: 3 clusters Score -1500483 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1500596.750000 Penalty: 4701.693848
	Iteration 19Q: 3 clusters Score -1500597 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1500661.875000 Penalty: 4701.693848
	Iteration 20F: 3 clusters Score -1500662 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1500704.625000 Penalty: 4701.693848
	Iteration 21Q: 3 clusters Score -1500705 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1500726.000000 Penalty: 4701.693848
	Iteration 22Q: 3 clusters Score -1500726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1500736.750000 Penalty: 4701.693848
	Iteration 23Q: 3 clusters Score -1500737 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1500751.750000 Penalty: 4701.693848
	Iteration 24Q: 3 clusters Score -1500752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1500755.125000 Penalty: 4701.693848
	Iteration 25Q: 3 clusters Score -1500755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1500757.750000 Penalty: 4701.693848
	Iteration 26Q: 3 clusters Score -1500758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1500765.750000 Penalty: 4701.693848
	Iteration 27Q: 3 clusters Score -1500766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1500763.250000 Penalty: 4701.693848
	Iteration 28Q: 3 clusters Score -1500763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1500764.875000 Penalty: 4701.693848
	Iteration 29Q: 3 clusters Score -1500765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1500766.500000 Penalty: 4701.693848
	Iteration 30Q: 3 clusters Score -1500766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1500770.750000 Penalty: 4701.693848
	Iteration 31Q: 3 clusters Score -1500771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1500774.625000 Penalty: 4701.693848
	Iteration 32Q: 3 clusters Score -1500775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1500771.250000 Penalty: 4701.693848
	Iteration 33Q: 3 clusters Score -1500771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1500777.375000 Penalty: 4701.693848
	Iteration 34Q: 3 clusters Score -1500777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1500778.500000 Penalty: 4701.693848
	Iteration 35Q: 3 clusters Score -1500778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1500782.875000 Penalty: 4701.693848
	Iteration 36Q: 3 clusters Score -1500783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1500789.125000 Penalty: 4701.693848
	Iteration 37Q: 3 clusters Score -1500789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1500790.875000 Penalty: 4701.693848
	Iteration 38Q: 3 clusters Score -1500791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1500791.125000 Penalty: 4701.693848
	Iteration 39Q: 3 clusters Score -1500791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1500795.750000 Penalty: 4701.693848
	Iteration 40F: 3 clusters Score -1500796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1500795.750000 Penalty: 4701.693848
	Iteration 41Q: 3 clusters Score -1500796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1500799.625000 Penalty: 4701.693848
	Iteration 42Q: 3 clusters Score -1500800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1500798.375000 Penalty: 4701.693848
	Iteration 43Q: 3 clusters Score -1500798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1500797.625000 Penalty: 4701.693848
	Iteration 44Q: 3 clusters Score -1500798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1500800.000000 Penalty: 4701.693848
	Iteration 45Q: 3 clusters Score -1500800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1500799.125000 Penalty: 4701.693848
	Iteration 46Q: 3 clusters Score -1500799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1500800.500000 Penalty: 4701.693848
	Iteration 47Q: 3 clusters Score -1500800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1500801.000000 Penalty: 4701.693848
	Iteration 48Q: 3 clusters Score -1500801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1500802.875000 Penalty: 4701.693848
	Iteration 49Q: 3 clusters Score -1500803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1500802.000000 Penalty: 4701.693848
	Iteration 50Q: 3 clusters Score -1500802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1500803.500000 Penalty: 4701.693848
	Iteration 51Q: 3 clusters Score -1500804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1500804.125000 Penalty: 4701.693848
	Iteration 52Q: 3 clusters Score -1500804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1500805.625000 Penalty: 4701.693848
	Iteration 53Q: 3 clusters Score -1500806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1500806.625000 Penalty: 4701.693848
	Iteration 54Q: 3 clusters Score -1500807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1500804.375000 Penalty: 4701.693848
	Iteration 55Q: 3 clusters Score -1500804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1500807.000000 Penalty: 4701.693848
	Iteration 56Q: 3 clusters Score -1500807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1500809.875000 Penalty: 4701.693848
	Iteration 57Q: 3 clusters Score -1500810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1500806.250000 Penalty: 4701.693848
	Iteration 58Q: 3 clusters Score -1500806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1500804.875000 Penalty: 4701.693848
	Iteration 59Q: 3 clusters Score -1500805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1500806.375000 Penalty: 4701.693848
	Iteration 60F: 3 clusters Score -1500806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -62801.433594 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -62801.43 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 251 members 
Entering Unmasked Estep 
Score: -61236.792969 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -61236.79 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -61436.542969 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -61436.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61505.386719 Penalty: 3135.101074
	Iteration 2Q: 3 clusters Score -61505.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61535.859375 Penalty: 3135.101074
	Iteration 3Q: 3 clusters Score -61535.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61556.914062 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -61556.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61572.464844 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -61572.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61574.121094 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -61574.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -61576.453125 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -61576.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -61576.453125 Penalty: 3135.101074
	Iteration 8F: 3 clusters Score -61576.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -70805.648438 Penalty: 1605.141846
	Iteration 0F: 2 clusters Score -70805.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -69135.328125 Penalty: 3210.283691
	Iteration 0F: 3 clusters Score -69135.33 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69367.281250 Penalty: 3210.283691
	Iteration 1F: 3 clusters Score -69367.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -69407.101562 Penalty: 3210.283691
	Iteration 2Q: 3 clusters Score -69407.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69436.726562 Penalty: 3210.283691
	Iteration 3Q: 3 clusters Score -69436.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -69490.953125 Penalty: 3210.283691
	Iteration 4Q: 3 clusters Score -69490.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69534.054688 Penalty: 3210.283691
	Iteration 5Q: 3 clusters Score -69534.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69580.875000 Penalty: 3210.283691
	Iteration 6Q: 3 clusters Score -69580.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69624.742188 Penalty: 3210.283691
	Iteration 7Q: 3 clusters Score -69624.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69648.500000 Penalty: 3210.283691
	Iteration 8Q: 3 clusters Score -69648.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69659.476562 Penalty: 3210.283691
	Iteration 9Q: 3 clusters Score -69659.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -69675.992188 Penalty: 3210.283691
	Iteration 10Q: 3 clusters Score -69675.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69692.382812 Penalty: 3210.283691
	Iteration 11Q: 3 clusters Score -69692.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69701.890625 Penalty: 3210.283691
	Iteration 12Q: 3 clusters Score -69701.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69707.820312 Penalty: 3210.283691
	Iteration 13Q: 3 clusters Score -69707.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -69713.460938 Penalty: 3210.283691
	Iteration 14Q: 3 clusters Score -69713.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -69718.570312 Penalty: 3210.283691
	Iteration 15Q: 3 clusters Score -69718.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69722.570312 Penalty: 3210.283691
	Iteration 16Q: 3 clusters Score -69722.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69723.789062 Penalty: 3210.283691
	Iteration 17Q: 3 clusters Score -69723.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -69724.773438 Penalty: 3210.283691
	Iteration 18Q: 3 clusters Score -69724.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69728.250000 Penalty: 3210.283691
	Iteration 19Q: 3 clusters Score -69728.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69728.250000 Penalty: 3210.283691
	Iteration 20F: 3 clusters Score -69728.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 11771 members 
Mstep: Class 3 contains 115745 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48401 members 
Mstep: Class 6 contains 160417 members 
Mstep: Class 7 contains 67023 members 
Mstep: Class 8 contains 15410 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 37438 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193615 members 
Mstep: Class 13 contains 128714 members 
Mstep: Class 14 contains 23260 members 
Mstep: Class 15 contains 9315 members 
Mstep: Class 16 contains 9868 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 31241 members 
Mstep: Class 19 contains 11110 members 
Mstep: Class 20 contains 26704 members 
Mstep: Class 21 contains 231006 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55062 members 
Mstep: Class 24 contains 16407 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31614 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13085 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461408.000000 Penalty: 104923.953125
Iteration 199Q: 31 clusters Score -1.584614e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 11771 members 
Mstep: Class 3 contains 115729 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48409 members 
Mstep: Class 6 contains 160417 members 
Mstep: Class 7 contains 67023 members 
Mstep: Class 8 contains 15412 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 37436 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193629 members 
Mstep: Class 13 contains 128713 members 
Mstep: Class 14 contains 23260 members 
Mstep: Class 15 contains 9314 members 
Mstep: Class 16 contains 9869 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 31238 members 
Mstep: Class 19 contains 11111 members 
Mstep: Class 20 contains 26700 members 
Mstep: Class 21 contains 231003 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55062 members 
Mstep: Class 24 contains 16408 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31615 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13085 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461392.000000 Penalty: 104923.953125
Iteration 200F: 31 clusters Score -1.584614e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65407 members 
Mstep: Class 2 contains 11771 members 
Mstep: Class 3 contains 115711 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48416 members 
Mstep: Class 6 contains 160417 members 
Mstep: Class 7 contains 67021 members 
Mstep: Class 8 contains 15411 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 37438 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193650 members 
Mstep: Class 13 contains 128710 members 
Mstep: Class 14 contains 23262 members 
Mstep: Class 15 contains 9305 members 
Mstep: Class 16 contains 9869 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 31237 members 
Mstep: Class 19 contains 11111 members 
Mstep: Class 20 contains 26700 members 
Mstep: Class 21 contains 231001 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55062 members 
Mstep: Class 24 contains 16408 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31617 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13086 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461360.000000 Penalty: 104923.953125
Iteration 201Q: 31 clusters Score -1.584614e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65407 members 
Mstep: Class 2 contains 11772 members 
Mstep: Class 3 contains 115688 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48424 members 
Mstep: Class 6 contains 160418 members 
Mstep: Class 7 contains 67021 members 
Mstep: Class 8 contains 15409 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 37441 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193662 members 
Mstep: Class 13 contains 128710 members 
Mstep: Class 14 contains 23264 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 9869 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 31236 members 
Mstep: Class 19 contains 11111 members 
Mstep: Class 20 contains 26700 members 
Mstep: Class 21 contains 231004 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55061 members 
Mstep: Class 24 contains 16409 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31618 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13088 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461392.000000 Penalty: 104923.953125
Iteration 202Q: 31 clusters Score -1.584614e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65407 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115670 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48429 members 
Mstep: Class 6 contains 160418 members 
Mstep: Class 7 contains 67020 members 
Mstep: Class 8 contains 15409 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 37442 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193669 members 
Mstep: Class 13 contains 128712 members 
Mstep: Class 14 contains 23265 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 9869 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 31236 members 
Mstep: Class 19 contains 11111 members 
Mstep: Class 20 contains 26700 members 
Mstep: Class 21 contains 231007 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55059 members 
Mstep: Class 24 contains 16409 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31617 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13092 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461312.000000 Penalty: 104923.953125
Iteration 203Q: 31 clusters Score -1.584613e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 11774 members 
Mstep: Class 3 contains 115648 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48431 members 
Mstep: Class 6 contains 160421 members 
Mstep: Class 7 contains 67019 members 
Mstep: Class 8 contains 15404 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 37441 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193685 members 
Mstep: Class 13 contains 128713 members 
Mstep: Class 14 contains 23268 members 
Mstep: Class 15 contains 9293 members 
Mstep: Class 16 contains 9868 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 31236 members 
Mstep: Class 19 contains 11111 members 
Mstep: Class 20 contains 26700 members 
Mstep: Class 21 contains 231011 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55059 members 
Mstep: Class 24 contains 16409 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31617 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13093 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461344.000000 Penalty: 104923.953125
Iteration 204Q: 31 clusters Score -1.584613e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 11775 members 
Mstep: Class 3 contains 115628 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48436 members 
Mstep: Class 6 contains 160424 members 
Mstep: Class 7 contains 67019 members 
Mstep: Class 8 contains 15403 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 37439 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193697 members 
Mstep: Class 13 contains 128711 members 
Mstep: Class 14 contains 23270 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 9867 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 31236 members 
Mstep: Class 19 contains 11111 members 
Mstep: Class 20 contains 26700 members 
Mstep: Class 21 contains 231015 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55057 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31617 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13094 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461408.000000 Penalty: 104923.953125
Iteration 205Q: 31 clusters Score -1.584614e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115612 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48438 members 
Mstep: Class 6 contains 160426 members 
Mstep: Class 7 contains 67019 members 
Mstep: Class 8 contains 15403 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 37439 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193708 members 
Mstep: Class 13 contains 128710 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 9293 members 
Mstep: Class 16 contains 9867 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 31235 members 
Mstep: Class 19 contains 11111 members 
Mstep: Class 20 contains 26701 members 
Mstep: Class 21 contains 231014 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55055 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31617 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13095 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461392.000000 Penalty: 104923.953125
Iteration 206Q: 31 clusters Score -1.584614e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 11777 members 
Mstep: Class 3 contains 115589 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48437 members 
Mstep: Class 6 contains 160425 members 
Mstep: Class 7 contains 67019 members 
Mstep: Class 8 contains 15403 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 37440 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193728 members 
Mstep: Class 13 contains 128711 members 
Mstep: Class 14 contains 23275 members 
Mstep: Class 15 contains 9293 members 
Mstep: Class 16 contains 9867 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 31235 members 
Mstep: Class 19 contains 11111 members 
Mstep: Class 20 contains 26700 members 
Mstep: Class 21 contains 231015 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55055 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31617 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13094 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461408.000000 Penalty: 104923.953125
Iteration 207Q: 31 clusters Score -1.584614e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 11777 members 
Mstep: Class 3 contains 115567 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48439 members 
Mstep: Class 6 contains 160422 members 
Mstep: Class 7 contains 67020 members 
Mstep: Class 8 contains 15404 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 37441 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193745 members 
Mstep: Class 13 contains 128713 members 
Mstep: Class 14 contains 23277 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 9867 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 31234 members 
Mstep: Class 19 contains 11111 members 
Mstep: Class 20 contains 26701 members 
Mstep: Class 21 contains 231017 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55054 members 
Mstep: Class 24 contains 16412 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31617 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13094 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461504.000000 Penalty: 104923.953125
Iteration 208Q: 31 clusters Score -1.584615e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 11777 members 
Mstep: Class 3 contains 115551 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48440 members 
Mstep: Class 6 contains 160420 members 
Mstep: Class 7 contains 67020 members 
Mstep: Class 8 contains 15405 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 37441 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193758 members 
Mstep: Class 13 contains 128713 members 
Mstep: Class 14 contains 23280 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 9867 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 31235 members 
Mstep: Class 19 contains 11111 members 
Mstep: Class 20 contains 26701 members 
Mstep: Class 21 contains 231017 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55053 members 
Mstep: Class 24 contains 16412 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31617 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13094 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461488.000000 Penalty: 104923.953125
Iteration 209Q: 31 clusters Score -1.584615e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 11777 members 
Mstep: Class 3 contains 115534 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48439 members 
Mstep: Class 6 contains 160419 members 
Mstep: Class 7 contains 67020 members 
Mstep: Class 8 contains 15404 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 37442 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193773 members 
Mstep: Class 13 contains 128714 members 
Mstep: Class 14 contains 23282 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 9867 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 31236 members 
Mstep: Class 19 contains 11112 members 
Mstep: Class 20 contains 26701 members 
Mstep: Class 21 contains 231019 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55052 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31617 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13093 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461472.000000 Penalty: 104923.953125
Iteration 210Q: 31 clusters Score -1.584615e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 11777 members 
Mstep: Class 3 contains 115512 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48444 members 
Mstep: Class 6 contains 160417 members 
Mstep: Class 7 contains 67021 members 
Mstep: Class 8 contains 15403 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 37441 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193792 members 
Mstep: Class 13 contains 128714 members 
Mstep: Class 14 contains 23283 members 
Mstep: Class 15 contains 9286 members 
Mstep: Class 16 contains 9867 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 31238 members 
Mstep: Class 19 contains 11112 members 
Mstep: Class 20 contains 26701 members 
Mstep: Class 21 contains 231019 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55052 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31618 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13093 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461360.000000 Penalty: 104923.953125
Iteration 211Q: 31 clusters Score -1.584614e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65410 members 
Mstep: Class 2 contains 11777 members 
Mstep: Class 3 contains 115500 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48447 members 
Mstep: Class 6 contains 160416 members 
Mstep: Class 7 contains 67020 members 
Mstep: Class 8 contains 15400 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 37442 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193803 members 
Mstep: Class 13 contains 128715 members 
Mstep: Class 14 contains 23284 members 
Mstep: Class 15 contains 9285 members 
Mstep: Class 16 contains 9868 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 31239 members 
Mstep: Class 19 contains 11112 members 
Mstep: Class 20 contains 26700 members 
Mstep: Class 21 contains 231018 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55052 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31618 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13093 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461376.000000 Penalty: 104923.953125
Iteration 212Q: 31 clusters Score -1.584614e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65411 members 
Mstep: Class 2 contains 11777 members 
Mstep: Class 3 contains 115491 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48449 members 
Mstep: Class 6 contains 160415 members 
Mstep: Class 7 contains 67020 members 
Mstep: Class 8 contains 15401 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 37442 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193813 members 
Mstep: Class 13 contains 128715 members 
Mstep: Class 14 contains 23284 members 
Mstep: Class 15 contains 9286 members 
Mstep: Class 16 contains 9869 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 31238 members 
Mstep: Class 19 contains 11111 members 
Mstep: Class 20 contains 26699 members 
Mstep: Class 21 contains 231014 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55053 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31620 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13091 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461392.000000 Penalty: 104923.953125
Iteration 213Q: 31 clusters Score -1.584614e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65411 members 
Mstep: Class 2 contains 11777 members 
Mstep: Class 3 contains 115477 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48454 members 
Mstep: Class 6 contains 160414 members 
Mstep: Class 7 contains 67020 members 
Mstep: Class 8 contains 15401 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 37442 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193825 members 
Mstep: Class 13 contains 128713 members 
Mstep: Class 14 contains 23284 members 
Mstep: Class 15 contains 9284 members 
Mstep: Class 16 contains 9869 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 31238 members 
Mstep: Class 19 contains 11112 members 
Mstep: Class 20 contains 26699 members 
Mstep: Class 21 contains 231013 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55053 members 
Mstep: Class 24 contains 16414 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31620 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13092 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461472.000000 Penalty: 104923.953125
Iteration 214Q: 31 clusters Score -1.584615e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 11777 members 
Mstep: Class 3 contains 115469 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48458 members 
Mstep: Class 6 contains 160415 members 
Mstep: Class 7 contains 67019 members 
Mstep: Class 8 contains 15401 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 37443 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193830 members 
Mstep: Class 13 contains 128713 members 
Mstep: Class 14 contains 23285 members 
Mstep: Class 15 contains 9279 members 
Mstep: Class 16 contains 9869 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 31239 members 
Mstep: Class 19 contains 11109 members 
Mstep: Class 20 contains 26699 members 
Mstep: Class 21 contains 231014 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55053 members 
Mstep: Class 24 contains 16415 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31620 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13093 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461472.000000 Penalty: 104923.953125
Iteration 215Q: 31 clusters Score -1.584615e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65413 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115467 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48462 members 
Mstep: Class 6 contains 160415 members 
Mstep: Class 7 contains 67019 members 
Mstep: Class 8 contains 15401 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 37444 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193831 members 
Mstep: Class 13 contains 128714 members 
Mstep: Class 14 contains 23285 members 
Mstep: Class 15 contains 9277 members 
Mstep: Class 16 contains 9869 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 31238 members 
Mstep: Class 19 contains 11108 members 
Mstep: Class 20 contains 26699 members 
Mstep: Class 21 contains 231013 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55052 members 
Mstep: Class 24 contains 16415 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31620 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13094 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461456.000000 Penalty: 104923.953125
Iteration 216Q: 31 clusters Score -1.584615e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65413 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115461 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48468 members 
Mstep: Class 6 contains 160415 members 
Mstep: Class 7 contains 67019 members 
Mstep: Class 8 contains 15403 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 37446 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193836 members 
Mstep: Class 13 contains 128713 members 
Mstep: Class 14 contains 23285 members 
Mstep: Class 15 contains 9272 members 
Mstep: Class 16 contains 9869 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 31236 members 
Mstep: Class 19 contains 11108 members 
Mstep: Class 20 contains 26698 members 
Mstep: Class 21 contains 231014 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55052 members 
Mstep: Class 24 contains 16415 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31620 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13093 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461440.000000 Penalty: 104923.953125
Iteration 217Q: 31 clusters Score -1.584614e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65413 members 
Mstep: Class 2 contains 11774 members 
Mstep: Class 3 contains 115454 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48474 members 
Mstep: Class 6 contains 160415 members 
Mstep: Class 7 contains 67019 members 
Mstep: Class 8 contains 15403 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 37447 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193839 members 
Mstep: Class 13 contains 128714 members 
Mstep: Class 14 contains 23285 members 
Mstep: Class 15 contains 9268 members 
Mstep: Class 16 contains 9869 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 31237 members 
Mstep: Class 19 contains 11108 members 
Mstep: Class 20 contains 26698 members 
Mstep: Class 21 contains 231014 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55052 members 
Mstep: Class 24 contains 16415 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31620 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13094 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461440.000000 Penalty: 104923.953125
Iteration 218Q: 31 clusters Score -1.584614e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65413 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115445 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48478 members 
Mstep: Class 6 contains 160415 members 
Mstep: Class 7 contains 67020 members 
Mstep: Class 8 contains 15402 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 37450 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193846 members 
Mstep: Class 13 contains 128714 members 
Mstep: Class 14 contains 23284 members 
Mstep: Class 15 contains 9263 members 
Mstep: Class 16 contains 9869 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 31237 members 
Mstep: Class 19 contains 11108 members 
Mstep: Class 20 contains 26698 members 
Mstep: Class 21 contains 231017 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55052 members 
Mstep: Class 24 contains 16415 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31620 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13093 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461408.000000 Penalty: 104923.953125
Iteration 219Q: 31 clusters Score -1.584614e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65413 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115432 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48486 members 
Mstep: Class 6 contains 160415 members 
Mstep: Class 7 contains 67020 members 
Mstep: Class 8 contains 15400 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 37453 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193856 members 
Mstep: Class 13 contains 128715 members 
Mstep: Class 14 contains 23284 members 
Mstep: Class 15 contains 9254 members 
Mstep: Class 16 contains 9869 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 31236 members 
Mstep: Class 19 contains 11108 members 
Mstep: Class 20 contains 26698 members 
Mstep: Class 21 contains 231020 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55052 members 
Mstep: Class 24 contains 16415 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31620 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13093 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461504.000000 Penalty: 104923.953125
Iteration 220F: 31 clusters Score -1.584615e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65413 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115424 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48489 members 
Mstep: Class 6 contains 160416 members 
Mstep: Class 7 contains 67019 members 
Mstep: Class 8 contains 15399 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 37458 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193868 members 
Mstep: Class 13 contains 128716 members 
Mstep: Class 14 contains 23282 members 
Mstep: Class 15 contains 9242 members 
Mstep: Class 16 contains 9869 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 31233 members 
Mstep: Class 19 contains 11108 members 
Mstep: Class 20 contains 26698 members 
Mstep: Class 21 contains 231025 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55052 members 
Mstep: Class 24 contains 16414 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31620 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13094 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461472.000000 Penalty: 104923.953125
Iteration 221Q: 31 clusters Score -1.584615e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65413 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115422 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48492 members 
Mstep: Class 6 contains 160417 members 
Mstep: Class 7 contains 67021 members 
Mstep: Class 8 contains 15398 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 37464 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193869 members 
Mstep: Class 13 contains 128716 members 
Mstep: Class 14 contains 23278 members 
Mstep: Class 15 contains 9232 members 
Mstep: Class 16 contains 9869 members 
Mstep: Class 17 contains 11683 members 
Mstep: Class 18 contains 31231 members 
Mstep: Class 19 contains 11108 members 
Mstep: Class 20 contains 26698 members 
Mstep: Class 21 contains 231029 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55052 members 
Mstep: Class 24 contains 16415 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31620 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13094 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461424.000000 Penalty: 104923.953125
Iteration 222Q: 31 clusters Score -1.584614e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65413 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115416 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48494 members 
Mstep: Class 6 contains 160416 members 
Mstep: Class 7 contains 67024 members 
Mstep: Class 8 contains 15398 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 37467 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193871 members 
Mstep: Class 13 contains 128720 members 
Mstep: Class 14 contains 23277 members 
Mstep: Class 15 contains 9229 members 
Mstep: Class 16 contains 9869 members 
Mstep: Class 17 contains 11683 members 
Mstep: Class 18 contains 31229 members 
Mstep: Class 19 contains 11107 members 
Mstep: Class 20 contains 26698 members 
Mstep: Class 21 contains 231030 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55051 members 
Mstep: Class 24 contains 16415 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31620 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13094 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461552.000000 Penalty: 104923.953125
Iteration 223Q: 31 clusters Score -1.584616e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65414 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115407 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48500 members 
Mstep: Class 6 contains 160414 members 
Mstep: Class 7 contains 67027 members 
Mstep: Class 8 contains 15396 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 37468 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193874 members 
Mstep: Class 13 contains 128722 members 
Mstep: Class 14 contains 23278 members 
Mstep: Class 15 contains 9222 members 
Mstep: Class 16 contains 9869 members 
Mstep: Class 17 contains 11683 members 
Mstep: Class 18 contains 31231 members 
Mstep: Class 19 contains 11106 members 
Mstep: Class 20 contains 26698 members 
Mstep: Class 21 contains 231032 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55051 members 
Mstep: Class 24 contains 16415 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31620 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13094 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461440.000000 Penalty: 104923.953125
Iteration 224Q: 31 clusters Score -1.584614e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65414 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115397 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48509 members 
Mstep: Class 6 contains 160413 members 
Mstep: Class 7 contains 67028 members 
Mstep: Class 8 contains 15395 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 37470 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193880 members 
Mstep: Class 13 contains 128722 members 
Mstep: Class 14 contains 23278 members 
Mstep: Class 15 contains 9214 members 
Mstep: Class 16 contains 9869 members 
Mstep: Class 17 contains 11683 members 
Mstep: Class 18 contains 31232 members 
Mstep: Class 19 contains 11104 members 
Mstep: Class 20 contains 26698 members 
Mstep: Class 21 contains 231034 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55051 members 
Mstep: Class 24 contains 16415 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31621 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13094 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461632.000000 Penalty: 104923.953125
Iteration 225Q: 31 clusters Score -1.584616e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65415 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115390 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48522 members 
Mstep: Class 6 contains 160413 members 
Mstep: Class 7 contains 67028 members 
Mstep: Class 8 contains 15393 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 37471 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193884 members 
Mstep: Class 13 contains 128721 members 
Mstep: Class 14 contains 23278 members 
Mstep: Class 15 contains 9206 members 
Mstep: Class 16 contains 9869 members 
Mstep: Class 17 contains 11683 members 
Mstep: Class 18 contains 31230 members 
Mstep: Class 19 contains 11104 members 
Mstep: Class 20 contains 26698 members 
Mstep: Class 21 contains 231036 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55051 members 
Mstep: Class 24 contains 16415 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31621 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13093 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461600.000000 Penalty: 104923.953125
Iteration 226Q: 31 clusters Score -1.584616e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115378 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48538 members 
Mstep: Class 6 contains 160407 members 
Mstep: Class 7 contains 67029 members 
Mstep: Class 8 contains 15393 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 37474 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193891 members 
Mstep: Class 13 contains 128722 members 
Mstep: Class 14 contains 23278 members 
Mstep: Class 15 contains 9196 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11683 members 
Mstep: Class 18 contains 31226 members 
Mstep: Class 19 contains 11104 members 
Mstep: Class 20 contains 26699 members 
Mstep: Class 21 contains 231037 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55051 members 
Mstep: Class 24 contains 16415 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31621 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13092 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461584.000000 Penalty: 104923.953125
Iteration 227Q: 31 clusters Score -1.584616e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115361 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48555 members 
Mstep: Class 6 contains 160405 members 
Mstep: Class 7 contains 67029 members 
Mstep: Class 8 contains 15392 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 37475 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193901 members 
Mstep: Class 13 contains 128722 members 
Mstep: Class 14 contains 23279 members 
Mstep: Class 15 contains 9185 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11683 members 
Mstep: Class 18 contains 31224 members 
Mstep: Class 19 contains 11104 members 
Mstep: Class 20 contains 26700 members 
Mstep: Class 21 contains 231038 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55051 members 
Mstep: Class 24 contains 16416 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31621 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13093 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461632.000000 Penalty: 104923.953125
Iteration 228Q: 31 clusters Score -1.584616e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115342 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48566 members 
Mstep: Class 6 contains 160405 members 
Mstep: Class 7 contains 67029 members 
Mstep: Class 8 contains 15392 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 37477 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193912 members 
Mstep: Class 13 contains 128723 members 
Mstep: Class 14 contains 23278 members 
Mstep: Class 15 contains 9178 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11683 members 
Mstep: Class 18 contains 31222 members 
Mstep: Class 19 contains 11105 members 
Mstep: Class 20 contains 26699 members 
Mstep: Class 21 contains 231042 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55051 members 
Mstep: Class 24 contains 16416 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31621 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13093 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461600.000000 Penalty: 104923.953125
Iteration 229Q: 31 clusters Score -1.584616e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65418 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115325 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48582 members 
Mstep: Class 6 contains 160404 members 
Mstep: Class 7 contains 67028 members 
Mstep: Class 8 contains 15388 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 37478 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193919 members 
Mstep: Class 13 contains 128724 members 
Mstep: Class 14 contains 23278 members 
Mstep: Class 15 contains 9167 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11683 members 
Mstep: Class 18 contains 31222 members 
Mstep: Class 19 contains 11105 members 
Mstep: Class 20 contains 26698 members 
Mstep: Class 21 contains 231047 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55051 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31621 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13095 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461600.000000 Penalty: 104923.953125
Iteration 230Q: 31 clusters Score -1.584616e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65418 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115304 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48594 members 
Mstep: Class 6 contains 160404 members 
Mstep: Class 7 contains 67027 members 
Mstep: Class 8 contains 15389 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 37479 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193931 members 
Mstep: Class 13 contains 128726 members 
Mstep: Class 14 contains 23278 members 
Mstep: Class 15 contains 9161 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 31221 members 
Mstep: Class 19 contains 11104 members 
Mstep: Class 20 contains 26697 members 
Mstep: Class 21 contains 231052 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55050 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31621 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13095 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461632.000000 Penalty: 104923.953125
Iteration 231Q: 31 clusters Score -1.584616e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65419 members 
Mstep: Class 2 contains 11774 members 
Mstep: Class 3 contains 115293 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48609 members 
Mstep: Class 6 contains 160405 members 
Mstep: Class 7 contains 67028 members 
Mstep: Class 8 contains 15388 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 37478 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193942 members 
Mstep: Class 13 contains 128723 members 
Mstep: Class 14 contains 23278 members 
Mstep: Class 15 contains 9153 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11683 members 
Mstep: Class 18 contains 31217 members 
Mstep: Class 19 contains 11102 members 
Mstep: Class 20 contains 26698 members 
Mstep: Class 21 contains 231051 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55050 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31620 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13094 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461632.000000 Penalty: 104923.953125
Iteration 232Q: 31 clusters Score -1.584616e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65419 members 
Mstep: Class 2 contains 11774 members 
Mstep: Class 3 contains 115288 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48620 members 
Mstep: Class 6 contains 160406 members 
Mstep: Class 7 contains 67028 members 
Mstep: Class 8 contains 15390 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 37481 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193944 members 
Mstep: Class 13 contains 128722 members 
Mstep: Class 14 contains 23278 members 
Mstep: Class 15 contains 9139 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11684 members 
Mstep: Class 18 contains 31217 members 
Mstep: Class 19 contains 11101 members 
Mstep: Class 20 contains 26698 members 
Mstep: Class 21 contains 231052 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55049 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31621 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13094 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461632.000000 Penalty: 104923.953125
Iteration 233Q: 31 clusters Score -1.584616e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 11774 members 
Mstep: Class 3 contains 115277 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48636 members 
Mstep: Class 6 contains 160407 members 
Mstep: Class 7 contains 67028 members 
Mstep: Class 8 contains 15391 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 37485 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193949 members 
Mstep: Class 13 contains 128722 members 
Mstep: Class 14 contains 23278 members 
Mstep: Class 15 contains 9128 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 31216 members 
Mstep: Class 19 contains 11100 members 
Mstep: Class 20 contains 26698 members 
Mstep: Class 21 contains 231055 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55047 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31621 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13094 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461664.000000 Penalty: 104923.953125
Iteration 234Q: 31 clusters Score -1.584617e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 11774 members 
Mstep: Class 3 contains 115272 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48646 members 
Mstep: Class 6 contains 160407 members 
Mstep: Class 7 contains 67028 members 
Mstep: Class 8 contains 15392 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 37488 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193954 members 
Mstep: Class 13 contains 128722 members 
Mstep: Class 14 contains 23278 members 
Mstep: Class 15 contains 9116 members 
Mstep: Class 16 contains 9869 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31216 members 
Mstep: Class 19 contains 11100 members 
Mstep: Class 20 contains 26697 members 
Mstep: Class 21 contains 231057 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55047 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31621 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13096 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461728.000000 Penalty: 104923.953125
Iteration 235Q: 31 clusters Score -1.584617e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65416 members 
Mstep: Class 2 contains 11774 members 
Mstep: Class 3 contains 115267 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48655 members 
Mstep: Class 6 contains 160408 members 
Mstep: Class 7 contains 67028 members 
Mstep: Class 8 contains 15389 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 37488 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193956 members 
Mstep: Class 13 contains 128723 members 
Mstep: Class 14 contains 23278 members 
Mstep: Class 15 contains 9110 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31216 members 
Mstep: Class 19 contains 11100 members 
Mstep: Class 20 contains 26696 members 
Mstep: Class 21 contains 231058 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55047 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31621 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13097 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461728.000000 Penalty: 104923.953125
Iteration 236Q: 31 clusters Score -1.584617e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65416 members 
Mstep: Class 2 contains 11774 members 
Mstep: Class 3 contains 115260 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48667 members 
Mstep: Class 6 contains 160408 members 
Mstep: Class 7 contains 67028 members 
Mstep: Class 8 contains 15387 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 37490 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193959 members 
Mstep: Class 13 contains 128724 members 
Mstep: Class 14 contains 23277 members 
Mstep: Class 15 contains 9101 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31216 members 
Mstep: Class 19 contains 11100 members 
Mstep: Class 20 contains 26696 members 
Mstep: Class 21 contains 231057 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55047 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31622 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13098 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461664.000000 Penalty: 104923.953125
Iteration 237Q: 31 clusters Score -1.584617e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115256 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48672 members 
Mstep: Class 6 contains 160409 members 
Mstep: Class 7 contains 67028 members 
Mstep: Class 8 contains 15389 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 37491 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193960 members 
Mstep: Class 13 contains 128726 members 
Mstep: Class 14 contains 23277 members 
Mstep: Class 15 contains 9093 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31215 members 
Mstep: Class 19 contains 11100 members 
Mstep: Class 20 contains 26695 members 
Mstep: Class 21 contains 231059 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55047 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31623 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13097 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461728.000000 Penalty: 104923.953125
Iteration 238Q: 31 clusters Score -1.584617e+08 nChanged 35
Entering ConstructFrom: 
Score: -158461728.000000 Penalty: 104923.953125
Entering ConstructFrom: 
Trying to split cluster 1 (65417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65417 members 
Entering Unmasked Estep 
Score: -8011267.000000 Penalty: 2749.957275
	Iteration 0F: 2 clusters Score -8011267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -7967230.500000 Penalty: 5499.914551
	Iteration 0F: 3 clusters Score -7967230 nChanged 30607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -7985511.500000 Penalty: 5499.914551
	Iteration 1F: 3 clusters Score -7985512 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -7986864.000000 Penalty: 5499.914551
	Iteration 2Q: 3 clusters Score -7986864 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -7988451.500000 Penalty: 5499.914551
	Iteration 3F: 3 clusters Score -7988452 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -7990436.500000 Penalty: 5499.914551
	Iteration 4F: 3 clusters Score -7990436 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -7992608.500000 Penalty: 5499.914551
	Iteration 5F: 3 clusters Score -7992608 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -7994737.000000 Penalty: 5499.914551
	Iteration 6F: 3 clusters Score -7994737 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -7996702.500000 Penalty: 5499.914551
	Iteration 7F: 3 clusters Score -7996702 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -7998201.500000 Penalty: 5499.914551
	Iteration 8Q: 3 clusters Score -7998202 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -7999331.000000 Penalty: 5499.914551
	Iteration 9Q: 3 clusters Score -7999331 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -8000249.500000 Penalty: 5499.914551
	Iteration 10Q: 3 clusters Score -8000250 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -8000940.500000 Penalty: 5499.914551
	Iteration 11Q: 3 clusters Score -8000940 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -8001561.000000 Penalty: 5499.914551
	Iteration 12Q: 3 clusters Score -8001561 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -8002100.500000 Penalty: 5499.914551
	Iteration 13Q: 3 clusters Score -8002100 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -8002477.500000 Penalty: 5499.914551
	Iteration 14Q: 3 clusters Score -8002478 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 48446 members 
Entering Unmasked Estep 
Score: -8002812.000000 Penalty: 5499.914551
	Iteration 15Q: 3 clusters Score -8002812 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 49217 members 
Entering Unmasked Estep 
Score: -8003053.000000 Penalty: 5499.914551
	Iteration 16Q: 3 clusters Score -8003053 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -8003280.000000 Penalty: 5499.914551
	Iteration 17Q: 3 clusters Score -8003280 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 50702 members 
Entering Unmasked Estep 
Score: -8003409.500000 Penalty: 5499.914551
	Iteration 18Q: 3 clusters Score -8003410 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 51458 members 
Entering Unmasked Estep 
Score: -8003617.000000 Penalty: 5499.914551
	Iteration 19Q: 3 clusters Score -8003617 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -8003849.500000 Penalty: 5499.914551
	Iteration 20F: 3 clusters Score -8003850 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -8004067.000000 Penalty: 5499.914551
	Iteration 21Q: 3 clusters Score -8004067 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -8004279.000000 Penalty: 5499.914551
	Iteration 22Q: 3 clusters Score -8004279 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -8004535.500000 Penalty: 5499.914551
	Iteration 23Q: 3 clusters Score -8004536 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -8004834.500000 Penalty: 5499.914551
	Iteration 24Q: 3 clusters Score -8004834 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 56298 members 
Entering Unmasked Estep 
Score: -8005221.000000 Penalty: 5499.914551
	Iteration 25Q: 3 clusters Score -8005221 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 57244 members 
Entering Unmasked Estep 
Score: -8005610.000000 Penalty: 5499.914551
	Iteration 26Q: 3 clusters Score -8005610 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 58187 members 
Entering Unmasked Estep 
Score: -8005986.000000 Penalty: 5499.914551
	Iteration 27Q: 3 clusters Score -8005986 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -8006385.000000 Penalty: 5499.914551
	Iteration 28Q: 3 clusters Score -8006385 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 59998 members 
Entering Unmasked Estep 
Score: -8006783.000000 Penalty: 5499.914551
	Iteration 29Q: 3 clusters Score -8006783 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -8007236.500000 Penalty: 5499.914551
	Iteration 30Q: 3 clusters Score -8007236 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 61569 members 
Entering Unmasked Estep 
Score: -8007535.000000 Penalty: 5499.914551
	Iteration 31Q: 3 clusters Score -8007535 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 62186 members 
Entering Unmasked Estep 
Score: -8007864.000000 Penalty: 5499.914551
	Iteration 32Q: 3 clusters Score -8007864 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 62666 members 
Entering Unmasked Estep 
Score: -8008085.500000 Penalty: 5499.914551
	Iteration 33Q: 3 clusters Score -8008086 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -8008265.500000 Penalty: 5499.914551
	Iteration 34Q: 3 clusters Score -8008266 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 63333 members 
Entering Unmasked Estep 
Score: -8008409.500000 Penalty: 5499.914551
	Iteration 35Q: 3 clusters Score -8008410 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 63552 members 
Entering Unmasked Estep 
Score: -8008513.000000 Penalty: 5499.914551
	Iteration 36Q: 3 clusters Score -8008513 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 63725 members 
Entering Unmasked Estep 
Score: -8008612.500000 Penalty: 5499.914551
	Iteration 37Q: 3 clusters Score -8008612 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 63850 members 
Entering Unmasked Estep 
Score: -8008679.500000 Penalty: 5499.914551
	Iteration 38Q: 3 clusters Score -8008680 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 63941 members 
Entering Unmasked Estep 
Score: -8008727.000000 Penalty: 5499.914551
	Iteration 39Q: 3 clusters Score -8008727 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 64035 members 
Entering Unmasked Estep 
Score: -8008794.000000 Penalty: 5499.914551
	Iteration 40F: 3 clusters Score -8008794 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 64115 members 
Entering Unmasked Estep 
Score: -8008842.000000 Penalty: 5499.914551
	Iteration 41Q: 3 clusters Score -8008842 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 64173 members 
Entering Unmasked Estep 
Score: -8008870.000000 Penalty: 5499.914551
	Iteration 42Q: 3 clusters Score -8008870 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 64222 members 
Entering Unmasked Estep 
Score: -8008894.000000 Penalty: 5499.914551
	Iteration 43Q: 3 clusters Score -8008894 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 64261 members 
Entering Unmasked Estep 
Score: -8008923.000000 Penalty: 5499.914551
	Iteration 44Q: 3 clusters Score -8008923 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 64301 members 
Entering Unmasked Estep 
Score: -8008936.000000 Penalty: 5499.914551
	Iteration 45Q: 3 clusters Score -8008936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 64341 members 
Entering Unmasked Estep 
Score: -8008955.000000 Penalty: 5499.914551
	Iteration 46Q: 3 clusters Score -8008955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 64368 members 
Entering Unmasked Estep 
Score: -8008966.500000 Penalty: 5499.914551
	Iteration 47Q: 3 clusters Score -8008966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 64391 members 
Entering Unmasked Estep 
Score: -8009000.500000 Penalty: 5499.914551
	Iteration 48Q: 3 clusters Score -8009000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 64413 members 
Entering Unmasked Estep 
Score: -8009010.000000 Penalty: 5499.914551
	Iteration 49Q: 3 clusters Score -8009010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 64436 members 
Entering Unmasked Estep 
Score: -8009038.000000 Penalty: 5499.914551
	Iteration 50Q: 3 clusters Score -8009038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 64447 members 
Entering Unmasked Estep 
Score: -8009050.000000 Penalty: 5499.914551
	Iteration 51Q: 3 clusters Score -8009050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 64465 members 
Entering Unmasked Estep 
Score: -8009055.000000 Penalty: 5499.914551
	Iteration 52Q: 3 clusters Score -8009055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 64471 members 
Entering Unmasked Estep 
Score: -8009061.500000 Penalty: 5499.914551
	Iteration 53Q: 3 clusters Score -8009062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 64476 members 
Entering Unmasked Estep 
Score: -8009055.500000 Penalty: 5499.914551
	Iteration 54Q: 3 clusters Score -8009056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 64481 members 
Entering Unmasked Estep 
Score: -8009062.500000 Penalty: 5499.914551
	Iteration 55Q: 3 clusters Score -8009062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 64481 members 
Entering Unmasked Estep 
Score: -8009070.500000 Penalty: 5499.914551
	Iteration 56Q: 3 clusters Score -8009070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 64486 members 
Entering Unmasked Estep 
Score: -8009066.000000 Penalty: 5499.914551
	Iteration 57Q: 3 clusters Score -8009066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 64491 members 
Entering Unmasked Estep 
Score: -8009069.000000 Penalty: 5499.914551
	Iteration 58Q: 3 clusters Score -8009069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 64498 members 
Entering Unmasked Estep 
Score: -8009067.000000 Penalty: 5499.914551
	Iteration 59Q: 3 clusters Score -8009067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 64504 members 
Entering Unmasked Estep 
Score: -8009078.000000 Penalty: 5499.914551
	Iteration 60F: 3 clusters Score -8009078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 64515 members 
Entering Unmasked Estep 
Score: -8009080.500000 Penalty: 5499.914551
	Iteration 61Q: 3 clusters Score -8009080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -8009081.000000 Penalty: 5499.914551
	Iteration 62Q: 3 clusters Score -8009081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 64531 members 
Entering Unmasked Estep 
Score: -8009092.500000 Penalty: 5499.914551
	Iteration 63Q: 3 clusters Score -8009092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 64537 members 
Entering Unmasked Estep 
Score: -8009094.500000 Penalty: 5499.914551
	Iteration 64Q: 3 clusters Score -8009094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 64538 members 
Entering Unmasked Estep 
Score: -8009103.000000 Penalty: 5499.914551
	Iteration 65Q: 3 clusters Score -8009103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 64540 members 
Entering Unmasked Estep 
Score: -8009098.000000 Penalty: 5499.914551
	Iteration 66Q: 3 clusters Score -8009098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 64540 members 
Entering Unmasked Estep 
Score: -8009101.500000 Penalty: 5499.914551
	Iteration 67Q: 3 clusters Score -8009102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 64540 members 
Entering Unmasked Estep 
Score: -8009097.500000 Penalty: 5499.914551
	Iteration 68Q: 3 clusters Score -8009098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 64541 members 
Entering Unmasked Estep 
Score: -8009109.000000 Penalty: 5499.914551
	Iteration 69Q: 3 clusters Score -8009109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 64541 members 
Entering Unmasked Estep 
Score: -8009109.000000 Penalty: 5499.914551
	Iteration 70F: 3 clusters Score -8009109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Entering Unmasked Estep 
Score: -1456297.750000 Penalty: 2324.643799
	Iteration 0F: 2 clusters Score -1456298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1447538.500000 Penalty: 4649.287598
	Iteration 0F: 3 clusters Score -1447538 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1450140.625000 Penalty: 4649.287598
	Iteration 1F: 3 clusters Score -1450141 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1450433.625000 Penalty: 4649.287598
	Iteration 2F: 3 clusters Score -1450434 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1450652.500000 Penalty: 4649.287598
	Iteration 3Q: 3 clusters Score -1450652 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1450824.625000 Penalty: 4649.287598
	Iteration 4Q: 3 clusters Score -1450825 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1451008.000000 Penalty: 4649.287598
	Iteration 5Q: 3 clusters Score -1451008 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1451206.125000 Penalty: 4649.287598
	Iteration 6Q: 3 clusters Score -1451206 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1451412.250000 Penalty: 4649.287598
	Iteration 7Q: 3 clusters Score -1451412 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1451610.250000 Penalty: 4649.287598
	Iteration 8Q: 3 clusters Score -1451610 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1451823.750000 Penalty: 4649.287598
	Iteration 9Q: 3 clusters Score -1451824 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1452025.375000 Penalty: 4649.287598
	Iteration 10Q: 3 clusters Score -1452025 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1452240.125000 Penalty: 4649.287598
	Iteration 11Q: 3 clusters Score -1452240 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1452473.375000 Penalty: 4649.287598
	Iteration 12Q: 3 clusters Score -1452473 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1452674.375000 Penalty: 4649.287598
	Iteration 13Q: 3 clusters Score -1452674 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1452833.250000 Penalty: 4649.287598
	Iteration 14Q: 3 clusters Score -1452833 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1452974.250000 Penalty: 4649.287598
	Iteration 15Q: 3 clusters Score -1452974 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1453100.000000 Penalty: 4649.287598
	Iteration 16Q: 3 clusters Score -1453100 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1453193.500000 Penalty: 4649.287598
	Iteration 17Q: 3 clusters Score -1453194 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1453267.750000 Penalty: 4649.287598
	Iteration 18Q: 3 clusters Score -1453268 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1453326.125000 Penalty: 4649.287598
	Iteration 19Q: 3 clusters Score -1453326 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1453378.125000 Penalty: 4649.287598
	Iteration 20F: 3 clusters Score -1453378 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1453435.500000 Penalty: 4649.287598
	Iteration 21Q: 3 clusters Score -1453436 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1453488.125000 Penalty: 4649.287598
	Iteration 22Q: 3 clusters Score -1453488 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1453542.125000 Penalty: 4649.287598
	Iteration 23Q: 3 clusters Score -1453542 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1453586.250000 Penalty: 4649.287598
	Iteration 24Q: 3 clusters Score -1453586 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1453616.500000 Penalty: 4649.287598
	Iteration 25Q: 3 clusters Score -1453616 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1453663.500000 Penalty: 4649.287598
	Iteration 26Q: 3 clusters Score -1453664 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1453703.250000 Penalty: 4649.287598
	Iteration 27Q: 3 clusters Score -1453703 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1453742.375000 Penalty: 4649.287598
	Iteration 28Q: 3 clusters Score -1453742 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1453781.500000 Penalty: 4649.287598
	Iteration 29Q: 3 clusters Score -1453782 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1453816.125000 Penalty: 4649.287598
	Iteration 30Q: 3 clusters Score -1453816 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1453857.125000 Penalty: 4649.287598
	Iteration 31Q: 3 clusters Score -1453857 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1453895.000000 Penalty: 4649.287598
	Iteration 32Q: 3 clusters Score -1453895 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1453921.000000 Penalty: 4649.287598
	Iteration 33Q: 3 clusters Score -1453921 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1453951.125000 Penalty: 4649.287598
	Iteration 34Q: 3 clusters Score -1453951 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1453980.875000 Penalty: 4649.287598
	Iteration 35Q: 3 clusters Score -1453981 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1453998.250000 Penalty: 4649.287598
	Iteration 36Q: 3 clusters Score -1453998 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1454014.250000 Penalty: 4649.287598
	Iteration 37Q: 3 clusters Score -1454014 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1454040.000000 Penalty: 4649.287598
	Iteration 38Q: 3 clusters Score -1454040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1454055.500000 Penalty: 4649.287598
	Iteration 39Q: 3 clusters Score -1454056 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1454073.375000 Penalty: 4649.287598
	Iteration 40F: 3 clusters Score -1454073 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1454087.000000 Penalty: 4649.287598
	Iteration 41Q: 3 clusters Score -1454087 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1454095.125000 Penalty: 4649.287598
	Iteration 42Q: 3 clusters Score -1454095 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1454109.500000 Penalty: 4649.287598
	Iteration 43Q: 3 clusters Score -1454110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1454119.625000 Penalty: 4649.287598
	Iteration 44Q: 3 clusters Score -1454120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1454136.125000 Penalty: 4649.287598
	Iteration 45Q: 3 clusters Score -1454136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1454150.125000 Penalty: 4649.287598
	Iteration 46Q: 3 clusters Score -1454150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1454167.750000 Penalty: 4649.287598
	Iteration 47Q: 3 clusters Score -1454168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1454182.000000 Penalty: 4649.287598
	Iteration 48Q: 3 clusters Score -1454182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1454199.375000 Penalty: 4649.287598
	Iteration 49Q: 3 clusters Score -1454199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1454219.625000 Penalty: 4649.287598
	Iteration 50Q: 3 clusters Score -1454220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1454233.125000 Penalty: 4649.287598
	Iteration 51Q: 3 clusters Score -1454233 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1454248.375000 Penalty: 4649.287598
	Iteration 52Q: 3 clusters Score -1454248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1454260.250000 Penalty: 4649.287598
	Iteration 53Q: 3 clusters Score -1454260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1454265.875000 Penalty: 4649.287598
	Iteration 54Q: 3 clusters Score -1454266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1454271.500000 Penalty: 4649.287598
	Iteration 55Q: 3 clusters Score -1454272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1454275.750000 Penalty: 4649.287598
	Iteration 56Q: 3 clusters Score -1454276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1454281.625000 Penalty: 4649.287598
	Iteration 57Q: 3 clusters Score -1454282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1454283.500000 Penalty: 4649.287598
	Iteration 58Q: 3 clusters Score -1454284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1454287.750000 Penalty: 4649.287598
	Iteration 59Q: 3 clusters Score -1454288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1454291.750000 Penalty: 4649.287598
	Iteration 60F: 3 clusters Score -1454292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1454293.500000 Penalty: 4649.287598
	Iteration 61Q: 3 clusters Score -1454294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1454302.875000 Penalty: 4649.287598
	Iteration 62Q: 3 clusters Score -1454303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1454303.500000 Penalty: 4649.287598
	Iteration 63Q: 3 clusters Score -1454304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1454308.625000 Penalty: 4649.287598
	Iteration 64Q: 3 clusters Score -1454309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1454309.125000 Penalty: 4649.287598
	Iteration 65Q: 3 clusters Score -1454309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1454310.250000 Penalty: 4649.287598
	Iteration 66Q: 3 clusters Score -1454310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1454311.750000 Penalty: 4649.287598
	Iteration 67Q: 3 clusters Score -1454312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1454312.750000 Penalty: 4649.287598
	Iteration 68Q: 3 clusters Score -1454313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1454312.750000 Penalty: 4649.287598
	Iteration 69F: 3 clusters Score -1454313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (115244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115244 members 
Entering Unmasked Estep 
Score: -14070303.000000 Penalty: 2890.392090
	Iteration 0F: 2 clusters Score -1.40703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57856 members 
Mstep: Class 2 contains 57388 members 
Entering Unmasked Estep 
Score: -13993296.000000 Penalty: 5780.784180
	Iteration 0F: 3 clusters Score -1.39933e+07 nChanged 54749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60113 members 
Mstep: Class 2 contains 55131 members 
Entering Unmasked Estep 
Score: -14025505.000000 Penalty: 5780.784180
	Iteration 1F: 3 clusters Score -1.40255e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61372 members 
Mstep: Class 2 contains 53872 members 
Entering Unmasked Estep 
Score: -14027266.000000 Penalty: 5780.784180
	Iteration 2Q: 3 clusters Score -1.402727e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63099 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -14029623.000000 Penalty: 5780.784180
	Iteration 3Q: 3 clusters Score -1.402962e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65312 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -14033148.000000 Penalty: 5780.784180
	Iteration 4F: 3 clusters Score -1.403315e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67805 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -14037909.000000 Penalty: 5780.784180
	Iteration 5F: 3 clusters Score -1.403791e+07 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70453 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -14043173.000000 Penalty: 5780.784180
	Iteration 6F: 3 clusters Score -1.404317e+07 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73391 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -14048673.000000 Penalty: 5780.784180
	Iteration 7F: 3 clusters Score -1.404867e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -14053138.000000 Penalty: 5780.784180
	Iteration 8F: 3 clusters Score -1.405314e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79055 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -14056038.000000 Penalty: 5780.784180
	Iteration 9Q: 3 clusters Score -1.405604e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -14057948.000000 Penalty: 5780.784180
	Iteration 10Q: 3 clusters Score -1.405795e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83988 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -14059391.000000 Penalty: 5780.784180
	Iteration 11Q: 3 clusters Score -1.405939e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86251 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -14060560.000000 Penalty: 5780.784180
	Iteration 12Q: 3 clusters Score -1.406056e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88330 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -14061629.000000 Penalty: 5780.784180
	Iteration 13Q: 3 clusters Score -1.406163e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90272 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -14062561.000000 Penalty: 5780.784180
	Iteration 14Q: 3 clusters Score -1.406256e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92060 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -14063341.000000 Penalty: 5780.784180
	Iteration 15Q: 3 clusters Score -1.406334e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93734 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -14063983.000000 Penalty: 5780.784180
	Iteration 16Q: 3 clusters Score -1.406398e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95257 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -14064480.000000 Penalty: 5780.784180
	Iteration 17Q: 3 clusters Score -1.406448e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96688 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -14064998.000000 Penalty: 5780.784180
	Iteration 18Q: 3 clusters Score -1.4065e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97980 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -14065423.000000 Penalty: 5780.784180
	Iteration 19Q: 3 clusters Score -1.406542e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99083 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -14065656.000000 Penalty: 5780.784180
	Iteration 20F: 3 clusters Score -1.406566e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100085 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -14065919.000000 Penalty: 5780.784180
	Iteration 21Q: 3 clusters Score -1.406592e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101044 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -14066256.000000 Penalty: 5780.784180
	Iteration 22Q: 3 clusters Score -1.406626e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101935 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -14066459.000000 Penalty: 5780.784180
	Iteration 23Q: 3 clusters Score -1.406646e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102758 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -14066710.000000 Penalty: 5780.784180
	Iteration 24Q: 3 clusters Score -1.406671e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103554 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -14066920.000000 Penalty: 5780.784180
	Iteration 25Q: 3 clusters Score -1.406692e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104264 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -14067114.000000 Penalty: 5780.784180
	Iteration 26Q: 3 clusters Score -1.406711e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104903 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -14067248.000000 Penalty: 5780.784180
	Iteration 27Q: 3 clusters Score -1.406725e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105523 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -14067400.000000 Penalty: 5780.784180
	Iteration 28Q: 3 clusters Score -1.40674e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106100 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -14067530.000000 Penalty: 5780.784180
	Iteration 29Q: 3 clusters Score -1.406753e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106608 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -14067653.000000 Penalty: 5780.784180
	Iteration 30Q: 3 clusters Score -1.406765e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107065 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -14067741.000000 Penalty: 5780.784180
	Iteration 31Q: 3 clusters Score -1.406774e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107483 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -14067782.000000 Penalty: 5780.784180
	Iteration 32Q: 3 clusters Score -1.406778e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107866 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -14067894.000000 Penalty: 5780.784180
	Iteration 33Q: 3 clusters Score -1.406789e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108194 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -14067961.000000 Penalty: 5780.784180
	Iteration 34Q: 3 clusters Score -1.406796e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108524 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -14068002.000000 Penalty: 5780.784180
	Iteration 35Q: 3 clusters Score -1.4068e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108797 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -14068088.000000 Penalty: 5780.784180
	Iteration 36Q: 3 clusters Score -1.406809e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109036 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -14068157.000000 Penalty: 5780.784180
	Iteration 37Q: 3 clusters Score -1.406816e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109239 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -14068166.000000 Penalty: 5780.784180
	Iteration 38Q: 3 clusters Score -1.406817e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109428 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -14068190.000000 Penalty: 5780.784180
	Iteration 39Q: 3 clusters Score -1.406819e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109617 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -14068233.000000 Penalty: 5780.784180
	Iteration 40F: 3 clusters Score -1.406823e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109782 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -14068294.000000 Penalty: 5780.784180
	Iteration 41Q: 3 clusters Score -1.406829e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109932 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -14068331.000000 Penalty: 5780.784180
	Iteration 42Q: 3 clusters Score -1.406833e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110070 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -14068380.000000 Penalty: 5780.784180
	Iteration 43Q: 3 clusters Score -1.406838e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110186 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -14068393.000000 Penalty: 5780.784180
	Iteration 44Q: 3 clusters Score -1.406839e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110300 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -14068422.000000 Penalty: 5780.784180
	Iteration 45Q: 3 clusters Score -1.406842e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110406 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -14068422.000000 Penalty: 5780.784180
	Iteration 46Q: 3 clusters Score -1.406842e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110499 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -14068420.000000 Penalty: 5780.784180
	Iteration 47Q: 3 clusters Score -1.406842e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110595 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -14068443.000000 Penalty: 5780.784180
	Iteration 48Q: 3 clusters Score -1.406844e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110674 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -14068449.000000 Penalty: 5780.784180
	Iteration 49Q: 3 clusters Score -1.406845e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110732 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -14068462.000000 Penalty: 5780.784180
	Iteration 50Q: 3 clusters Score -1.406846e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110792 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -14068477.000000 Penalty: 5780.784180
	Iteration 51Q: 3 clusters Score -1.406848e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110850 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -14068463.000000 Penalty: 5780.784180
	Iteration 52Q: 3 clusters Score -1.406846e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110904 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -14068481.000000 Penalty: 5780.784180
	Iteration 53Q: 3 clusters Score -1.406848e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110961 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -14068522.000000 Penalty: 5780.784180
	Iteration 54Q: 3 clusters Score -1.406852e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110999 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -14068533.000000 Penalty: 5780.784180
	Iteration 55Q: 3 clusters Score -1.406853e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111038 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -14068538.000000 Penalty: 5780.784180
	Iteration 56Q: 3 clusters Score -1.406854e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111068 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -14068550.000000 Penalty: 5780.784180
	Iteration 57Q: 3 clusters Score -1.406855e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111106 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -14068556.000000 Penalty: 5780.784180
	Iteration 58Q: 3 clusters Score -1.406856e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111156 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -14068562.000000 Penalty: 5780.784180
	Iteration 59Q: 3 clusters Score -1.406856e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111204 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -14068551.000000 Penalty: 5780.784180
	Iteration 60F: 3 clusters Score -1.406855e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111251 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -14068562.000000 Penalty: 5780.784180
	Iteration 61Q: 3 clusters Score -1.406856e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111305 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -14068590.000000 Penalty: 5780.784180
	Iteration 62Q: 3 clusters Score -1.406859e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111342 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -14068593.000000 Penalty: 5780.784180
	Iteration 63Q: 3 clusters Score -1.406859e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111376 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -14068575.000000 Penalty: 5780.784180
	Iteration 64Q: 3 clusters Score -1.406858e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111400 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -14068590.000000 Penalty: 5780.784180
	Iteration 65Q: 3 clusters Score -1.406859e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111420 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -14068584.000000 Penalty: 5780.784180
	Iteration 66Q: 3 clusters Score -1.406858e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111436 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -14068589.000000 Penalty: 5780.784180
	Iteration 67Q: 3 clusters Score -1.406859e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111451 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -14068575.000000 Penalty: 5780.784180
	Iteration 68Q: 3 clusters Score -1.406858e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111468 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -14068568.000000 Penalty: 5780.784180
	Iteration 69Q: 3 clusters Score -1.406857e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111481 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -14068570.000000 Penalty: 5780.784180
	Iteration 70Q: 3 clusters Score -1.406857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111493 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -14068583.000000 Penalty: 5780.784180
	Iteration 71Q: 3 clusters Score -1.406858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111506 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -14068588.000000 Penalty: 5780.784180
	Iteration 72Q: 3 clusters Score -1.406859e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111523 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -14068583.000000 Penalty: 5780.784180
	Iteration 73Q: 3 clusters Score -1.406858e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111541 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -14068594.000000 Penalty: 5780.784180
	Iteration 74Q: 3 clusters Score -1.406859e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111557 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -14068599.000000 Penalty: 5780.784180
	Iteration 75Q: 3 clusters Score -1.40686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111570 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -14068595.000000 Penalty: 5780.784180
	Iteration 76Q: 3 clusters Score -1.40686e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111583 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -14068590.000000 Penalty: 5780.784180
	Iteration 77Q: 3 clusters Score -1.406859e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111593 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -14068603.000000 Penalty: 5780.784180
	Iteration 78Q: 3 clusters Score -1.40686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111595 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -14068589.000000 Penalty: 5780.784180
	Iteration 79Q: 3 clusters Score -1.406859e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111601 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -14068602.000000 Penalty: 5780.784180
	Iteration 80F: 3 clusters Score -1.40686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111606 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -14068604.000000 Penalty: 5780.784180
	Iteration 81Q: 3 clusters Score -1.40686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111611 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -14068598.000000 Penalty: 5780.784180
	Iteration 82Q: 3 clusters Score -1.40686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111614 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -14068600.000000 Penalty: 5780.784180
	Iteration 83Q: 3 clusters Score -1.40686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111616 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -14068605.000000 Penalty: 5780.784180
	Iteration 84Q: 3 clusters Score -1.40686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111619 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -14068595.000000 Penalty: 5780.784180
	Iteration 85Q: 3 clusters Score -1.40686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111620 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -14068596.000000 Penalty: 5780.784180
	Iteration 86Q: 3 clusters Score -1.40686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111619 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -14068599.000000 Penalty: 5780.784180
	Iteration 87Q: 3 clusters Score -1.40686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111619 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -14068599.000000 Penalty: 5780.784180
	Iteration 88F: 3 clusters Score -1.40686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -48207.117188 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -48207.12 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 237 members 
Entering Unmasked Estep 
Score: -46742.265625 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -46742.27 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46905.027344 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -46905.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46970.949219 Penalty: 3051.755371
	Iteration 2Q: 3 clusters Score -46970.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47001.062500 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -47001.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -47026.601562 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -47026.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47050.179688 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -47050.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47070.933594 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -47070.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47084.898438 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -47084.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47112.394531 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -47112.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47125.015625 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -47125.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47137.601562 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -47137.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47150.226562 Penalty: 3051.755371
	Iteration 11Q: 3 clusters Score -47150.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -47158.976562 Penalty: 3051.755371
	Iteration 12Q: 3 clusters Score -47158.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47182.699219 Penalty: 3051.755371
	Iteration 13Q: 3 clusters Score -47182.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -47227.535156 Penalty: 3051.755371
	Iteration 14Q: 3 clusters Score -47227.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -47270.429688 Penalty: 3051.755371
	Iteration 15Q: 3 clusters Score -47270.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -47309.980469 Penalty: 3051.755371
	Iteration 16Q: 3 clusters Score -47309.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47385.441406 Penalty: 3051.755371
	Iteration 17Q: 3 clusters Score -47385.44 nChanged 20
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: -47518.488281 Penalty: 3051.755371
	Iteration 18Q: 3 clusters Score -47518.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47772.996094 Penalty: 3051.755371
	Iteration 19Q: 3 clusters Score -47773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -48119.613281 Penalty: 3051.755371
	Iteration 20F: 3 clusters Score -48119.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -48272.589844 Penalty: 3051.755371
	Iteration 21Q: 3 clusters Score -48272.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48360.519531 Penalty: 3051.755371
	Iteration 22Q: 3 clusters Score -48360.52 nChanged 6
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: -48408.285156 Penalty: 3051.755371
	Iteration 23Q: 3 clusters Score -48408.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48420.714844 Penalty: 3051.755371
	Iteration 24Q: 3 clusters Score -48420.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48431.453125 Penalty: 3051.755371
	Iteration 25Q: 3 clusters Score -48431.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48445.871094 Penalty: 3051.755371
	Iteration 26Q: 3 clusters Score -48445.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48459.562500 Penalty: 3051.755371
	Iteration 27Q: 3 clusters Score -48459.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -48469.718750 Penalty: 3051.755371
	Iteration 28Q: 3 clusters Score -48469.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48482.347656 Penalty: 3051.755371
	Iteration 29Q: 3 clusters Score -48482.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48509.351562 Penalty: 3051.755371
	Iteration 30Q: 3 clusters Score -48509.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48543.941406 Penalty: 3051.755371
	Iteration 31Q: 3 clusters Score -48543.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48627.875000 Penalty: 3051.755371
	Iteration 32Q: 3 clusters Score -48627.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48632.839844 Penalty: 3051.755371
	Iteration 33Q: 3 clusters Score -48632.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48632.839844 Penalty: 3051.755371
	Iteration 34F: 3 clusters Score -48632.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115244 members 
Mstep: Class 4 contains 235 members 
Mstep: Class 5 contains 48680 members 
Mstep: Class 6 contains 160407 members 
Mstep: Class 7 contains 67029 members 
Mstep: Class 8 contains 15391 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 37492 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193968 members 
Mstep: Class 13 contains 128727 members 
Mstep: Class 14 contains 23277 members 
Mstep: Class 15 contains 9081 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31214 members 
Mstep: Class 19 contains 11100 members 
Mstep: Class 20 contains 26696 members 
Mstep: Class 21 contains 231062 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55046 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31624 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13099 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Mstep: Class 31 contains 235 members 
Entering Unmasked Estep 
Score: -158460160.000000 Penalty: 108421.421875
Splitting cluster 4 changes total score from -158461728.000000 to -158460160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (48680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Entering Unmasked Estep 
Score: -5540877.000000 Penalty: 2676.669678
	Iteration 0F: 2 clusters Score -5540877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -5508076.000000 Penalty: 5353.339355
	Iteration 0F: 3 clusters Score -5508076 nChanged 22458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -5520883.000000 Penalty: 5353.339355
	Iteration 1F: 3 clusters Score -5520883 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -5522088.000000 Penalty: 5353.339355
	Iteration 2F: 3 clusters Score -5522088 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -5523552.500000 Penalty: 5353.339355
	Iteration 3F: 3 clusters Score -5523552 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -5525307.000000 Penalty: 5353.339355
	Iteration 4F: 3 clusters Score -5525307 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -5527139.500000 Penalty: 5353.339355
	Iteration 5F: 3 clusters Score -5527140 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -5528926.500000 Penalty: 5353.339355
	Iteration 6F: 3 clusters Score -5528926 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -5530578.000000 Penalty: 5353.339355
	Iteration 7F: 3 clusters Score -5530578 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -5532236.000000 Penalty: 5353.339355
	Iteration 8F: 3 clusters Score -5532236 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -5533624.500000 Penalty: 5353.339355
	Iteration 9Q: 3 clusters Score -5533624 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -5534611.000000 Penalty: 5353.339355
	Iteration 10Q: 3 clusters Score -5534611 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -5535254.500000 Penalty: 5353.339355
	Iteration 11Q: 3 clusters Score -5535254 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -5535655.000000 Penalty: 5353.339355
	Iteration 12Q: 3 clusters Score -5535655 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -5535896.500000 Penalty: 5353.339355
	Iteration 13Q: 3 clusters Score -5535896 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -5536145.500000 Penalty: 5353.339355
	Iteration 14Q: 3 clusters Score -5536146 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -5536363.500000 Penalty: 5353.339355
	Iteration 15Q: 3 clusters Score -5536364 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -5536599.000000 Penalty: 5353.339355
	Iteration 16Q: 3 clusters Score -5536599 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -5536806.000000 Penalty: 5353.339355
	Iteration 17Q: 3 clusters Score -5536806 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -5536996.500000 Penalty: 5353.339355
	Iteration 18Q: 3 clusters Score -5536996 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -5537182.000000 Penalty: 5353.339355
	Iteration 19Q: 3 clusters Score -5537182 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -5537316.500000 Penalty: 5353.339355
	Iteration 20F: 3 clusters Score -5537316 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -5537449.500000 Penalty: 5353.339355
	Iteration 21Q: 3 clusters Score -5537450 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -5537626.500000 Penalty: 5353.339355
	Iteration 22Q: 3 clusters Score -5537626 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -5537726.000000 Penalty: 5353.339355
	Iteration 23Q: 3 clusters Score -5537726 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -5537835.500000 Penalty: 5353.339355
	Iteration 24Q: 3 clusters Score -5537836 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -5537945.500000 Penalty: 5353.339355
	Iteration 25Q: 3 clusters Score -5537946 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -5538088.000000 Penalty: 5353.339355
	Iteration 26Q: 3 clusters Score -5538088 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -5538216.000000 Penalty: 5353.339355
	Iteration 27Q: 3 clusters Score -5538216 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -5538336.000000 Penalty: 5353.339355
	Iteration 28Q: 3 clusters Score -5538336 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -5538419.000000 Penalty: 5353.339355
	Iteration 29Q: 3 clusters Score -5538419 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -5538536.000000 Penalty: 5353.339355
	Iteration 30Q: 3 clusters Score -5538536 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -5538658.000000 Penalty: 5353.339355
	Iteration 31Q: 3 clusters Score -5538658 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -5538750.500000 Penalty: 5353.339355
	Iteration 32Q: 3 clusters Score -5538750 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -5538858.000000 Penalty: 5353.339355
	Iteration 33Q: 3 clusters Score -5538858 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -5538976.500000 Penalty: 5353.339355
	Iteration 34Q: 3 clusters Score -5538976 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -5539066.000000 Penalty: 5353.339355
	Iteration 35Q: 3 clusters Score -5539066 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -5539162.000000 Penalty: 5353.339355
	Iteration 36Q: 3 clusters Score -5539162 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -5539247.000000 Penalty: 5353.339355
	Iteration 37Q: 3 clusters Score -5539247 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -5539298.000000 Penalty: 5353.339355
	Iteration 38Q: 3 clusters Score -5539298 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -5539385.500000 Penalty: 5353.339355
	Iteration 39Q: 3 clusters Score -5539386 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
Score: -5539495.500000 Penalty: 5353.339355
	Iteration 40F: 3 clusters Score -5539496 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -5539562.000000 Penalty: 5353.339355
	Iteration 41Q: 3 clusters Score -5539562 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -5539662.000000 Penalty: 5353.339355
	Iteration 42Q: 3 clusters Score -5539662 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -5539727.500000 Penalty: 5353.339355
	Iteration 43Q: 3 clusters Score -5539728 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -5539801.500000 Penalty: 5353.339355
	Iteration 44Q: 3 clusters Score -5539802 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -5539846.500000 Penalty: 5353.339355
	Iteration 45Q: 3 clusters Score -5539846 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -5539859.000000 Penalty: 5353.339355
	Iteration 46Q: 3 clusters Score -5539859 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -5539895.500000 Penalty: 5353.339355
	Iteration 47Q: 3 clusters Score -5539896 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -5539923.500000 Penalty: 5353.339355
	Iteration 48Q: 3 clusters Score -5539924 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -5539941.000000 Penalty: 5353.339355
	Iteration 49Q: 3 clusters Score -5539941 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -5539962.500000 Penalty: 5353.339355
	Iteration 50Q: 3 clusters Score -5539962 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -5539998.500000 Penalty: 5353.339355
	Iteration 51Q: 3 clusters Score -5539998 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -5540012.500000 Penalty: 5353.339355
	Iteration 52Q: 3 clusters Score -5540012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 45604 members 
Entering Unmasked Estep 
Score: -5540021.000000 Penalty: 5353.339355
	Iteration 53Q: 3 clusters Score -5540021 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -5540010.000000 Penalty: 5353.339355
	Iteration 54Q: 3 clusters Score -5540010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -5540020.500000 Penalty: 5353.339355
	Iteration 55Q: 3 clusters Score -5540020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -5540026.000000 Penalty: 5353.339355
	Iteration 56Q: 3 clusters Score -5540026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -5540027.500000 Penalty: 5353.339355
	Iteration 57Q: 3 clusters Score -5540028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -5540034.500000 Penalty: 5353.339355
	Iteration 58Q: 3 clusters Score -5540034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -5540034.500000 Penalty: 5353.339355
	Iteration 59Q: 3 clusters Score -5540034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -5540042.000000 Penalty: 5353.339355
	Iteration 60F: 3 clusters Score -5540042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -5540048.000000 Penalty: 5353.339355
	Iteration 61Q: 3 clusters Score -5540048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -5540059.000000 Penalty: 5353.339355
	Iteration 62Q: 3 clusters Score -5540059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -5540053.000000 Penalty: 5353.339355
	Iteration 63Q: 3 clusters Score -5540053 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -5540058.500000 Penalty: 5353.339355
	Iteration 64Q: 3 clusters Score -5540058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -5540072.500000 Penalty: 5353.339355
	Iteration 65Q: 3 clusters Score -5540072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -5540071.000000 Penalty: 5353.339355
	Iteration 66Q: 3 clusters Score -5540071 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -5540082.000000 Penalty: 5353.339355
	Iteration 67Q: 3 clusters Score -5540082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -5540089.500000 Penalty: 5353.339355
	Iteration 68Q: 3 clusters Score -5540090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -5540096.000000 Penalty: 5353.339355
	Iteration 69Q: 3 clusters Score -5540096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -5540098.000000 Penalty: 5353.339355
	Iteration 70Q: 3 clusters Score -5540098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -5540099.500000 Penalty: 5353.339355
	Iteration 71Q: 3 clusters Score -5540100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -5540095.000000 Penalty: 5353.339355
	Iteration 72Q: 3 clusters Score -5540095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -5540112.000000 Penalty: 5353.339355
	Iteration 73Q: 3 clusters Score -5540112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -5540109.000000 Penalty: 5353.339355
	Iteration 74Q: 3 clusters Score -5540109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -5540106.500000 Penalty: 5353.339355
	Iteration 75Q: 3 clusters Score -5540106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -5540109.000000 Penalty: 5353.339355
	Iteration 76Q: 3 clusters Score -5540109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -5540115.000000 Penalty: 5353.339355
	Iteration 77Q: 3 clusters Score -5540115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -5540112.000000 Penalty: 5353.339355
	Iteration 78Q: 3 clusters Score -5540112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -5540114.500000 Penalty: 5353.339355
	Iteration 79Q: 3 clusters Score -5540114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -5540102.000000 Penalty: 5353.339355
	Iteration 80F: 3 clusters Score -5540102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -5540117.500000 Penalty: 5353.339355
	Iteration 81Q: 3 clusters Score -5540118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -5540118.000000 Penalty: 5353.339355
	Iteration 82Q: 3 clusters Score -5540118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -5540119.000000 Penalty: 5353.339355
	Iteration 83Q: 3 clusters Score -5540119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -5540138.000000 Penalty: 5353.339355
	Iteration 84Q: 3 clusters Score -5540138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -5540146.500000 Penalty: 5353.339355
	Iteration 85Q: 3 clusters Score -5540146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -5540142.500000 Penalty: 5353.339355
	Iteration 86Q: 3 clusters Score -5540142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -5540132.500000 Penalty: 5353.339355
	Iteration 87Q: 3 clusters Score -5540132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -5540136.000000 Penalty: 5353.339355
	Iteration 88Q: 3 clusters Score -5540136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -5540137.000000 Penalty: 5353.339355
	Iteration 89Q: 3 clusters Score -5540137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -5540141.500000 Penalty: 5353.339355
	Iteration 90Q: 3 clusters Score -5540142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -5540147.000000 Penalty: 5353.339355
	Iteration 91Q: 3 clusters Score -5540147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -5540146.500000 Penalty: 5353.339355
	Iteration 92Q: 3 clusters Score -5540146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -5540146.500000 Penalty: 5353.339355
	Iteration 93F: 3 clusters Score -5540146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (160407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160407 members 
Entering Unmasked Estep 
Score: -19447230.000000 Penalty: 2972.396484
	Iteration 0F: 2 clusters Score -1.944723e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80195 members 
Mstep: Class 2 contains 80212 members 
Entering Unmasked Estep 
Score: -19339876.000000 Penalty: 5944.792969
	Iteration 0F: 3 clusters Score -1.933988e+07 nChanged 76824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79039 members 
Mstep: Class 2 contains 81368 members 
Entering Unmasked Estep 
Score: -19383862.000000 Penalty: 5944.792969
	Iteration 1F: 3 clusters Score -1.938386e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78447 members 
Mstep: Class 2 contains 81960 members 
Entering Unmasked Estep 
Score: -19384768.000000 Penalty: 5944.792969
	Iteration 2Q: 3 clusters Score -1.938477e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77462 members 
Mstep: Class 2 contains 82945 members 
Entering Unmasked Estep 
Score: -19386160.000000 Penalty: 5944.792969
	Iteration 3Q: 3 clusters Score -1.938616e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75849 members 
Mstep: Class 2 contains 84558 members 
Entering Unmasked Estep 
Score: -19388146.000000 Penalty: 5944.792969
	Iteration 4Q: 3 clusters Score -1.938815e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 87106 members 
Entering Unmasked Estep 
Score: -19391190.000000 Penalty: 5944.792969
	Iteration 5Q: 3 clusters Score -1.939119e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69281 members 
Mstep: Class 2 contains 91126 members 
Entering Unmasked Estep 
Score: -19395362.000000 Penalty: 5944.792969
	Iteration 6F: 3 clusters Score -1.939536e+07 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63331 members 
Mstep: Class 2 contains 97076 members 
Entering Unmasked Estep 
Score: -19400738.000000 Penalty: 5944.792969
	Iteration 7F: 3 clusters Score -1.940074e+07 nChanged 10475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 104813 members 
Entering Unmasked Estep 
Score: -19407388.000000 Penalty: 5944.792969
	Iteration 8F: 3 clusters Score -1.940739e+07 nChanged 10324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 113325 members 
Entering Unmasked Estep 
Score: -19415116.000000 Penalty: 5944.792969
	Iteration 9F: 3 clusters Score -1.941512e+07 nChanged 9317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 121432 members 
Entering Unmasked Estep 
Score: -19423498.000000 Penalty: 5944.792969
	Iteration 10F: 3 clusters Score -1.94235e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 128049 members 
Entering Unmasked Estep 
Score: -19430830.000000 Penalty: 5944.792969
	Iteration 11Q: 3 clusters Score -1.943083e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 132808 members 
Entering Unmasked Estep 
Score: -19435290.000000 Penalty: 5944.792969
	Iteration 12Q: 3 clusters Score -1.943529e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 136401 members 
Entering Unmasked Estep 
Score: -19438230.000000 Penalty: 5944.792969
	Iteration 13Q: 3 clusters Score -1.943823e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 139243 members 
Entering Unmasked Estep 
Score: -19440256.000000 Penalty: 5944.792969
	Iteration 14Q: 3 clusters Score -1.944026e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 141438 members 
Entering Unmasked Estep 
Score: -19441558.000000 Penalty: 5944.792969
	Iteration 15Q: 3 clusters Score -1.944156e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 143139 members 
Entering Unmasked Estep 
Score: -19442376.000000 Penalty: 5944.792969
	Iteration 16Q: 3 clusters Score -1.944238e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 144650 members 
Entering Unmasked Estep 
Score: -19443034.000000 Penalty: 5944.792969
	Iteration 17Q: 3 clusters Score -1.944303e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 145938 members 
Entering Unmasked Estep 
Score: -19443528.000000 Penalty: 5944.792969
	Iteration 18Q: 3 clusters Score -1.944353e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 147074 members 
Entering Unmasked Estep 
Score: -19443864.000000 Penalty: 5944.792969
	Iteration 19Q: 3 clusters Score -1.944386e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 148083 members 
Entering Unmasked Estep 
Score: -19444100.000000 Penalty: 5944.792969
	Iteration 20F: 3 clusters Score -1.94441e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 148956 members 
Entering Unmasked Estep 
Score: -19444254.000000 Penalty: 5944.792969
	Iteration 21Q: 3 clusters Score -1.944425e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 149730 members 
Entering Unmasked Estep 
Score: -19444404.000000 Penalty: 5944.792969
	Iteration 22Q: 3 clusters Score -1.94444e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 150393 members 
Entering Unmasked Estep 
Score: -19444554.000000 Penalty: 5944.792969
	Iteration 23Q: 3 clusters Score -1.944455e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 151018 members 
Entering Unmasked Estep 
Score: -19444686.000000 Penalty: 5944.792969
	Iteration 24Q: 3 clusters Score -1.944469e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 151591 members 
Entering Unmasked Estep 
Score: -19444866.000000 Penalty: 5944.792969
	Iteration 25Q: 3 clusters Score -1.944487e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 152082 members 
Entering Unmasked Estep 
Score: -19444928.000000 Penalty: 5944.792969
	Iteration 26Q: 3 clusters Score -1.944493e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 152477 members 
Entering Unmasked Estep 
Score: -19444990.000000 Penalty: 5944.792969
	Iteration 27Q: 3 clusters Score -1.944499e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 152829 members 
Entering Unmasked Estep 
Score: -19445086.000000 Penalty: 5944.792969
	Iteration 28Q: 3 clusters Score -1.944509e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 153134 members 
Entering Unmasked Estep 
Score: -19445148.000000 Penalty: 5944.792969
	Iteration 29Q: 3 clusters Score -1.944515e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 153421 members 
Entering Unmasked Estep 
Score: -19445198.000000 Penalty: 5944.792969
	Iteration 30Q: 3 clusters Score -1.94452e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 153696 members 
Entering Unmasked Estep 
Score: -19445262.000000 Penalty: 5944.792969
	Iteration 31Q: 3 clusters Score -1.944526e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 153949 members 
Entering Unmasked Estep 
Score: -19445262.000000 Penalty: 5944.792969
	Iteration 32Q: 3 clusters Score -1.944526e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 154173 members 
Entering Unmasked Estep 
Score: -19445250.000000 Penalty: 5944.792969
	Iteration 33Q: 3 clusters Score -1.944525e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 154370 members 
Entering Unmasked Estep 
Score: -19445324.000000 Penalty: 5944.792969
	Iteration 34Q: 3 clusters Score -1.944532e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 154545 members 
Entering Unmasked Estep 
Score: -19445326.000000 Penalty: 5944.792969
	Iteration 35Q: 3 clusters Score -1.944533e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 154704 members 
Entering Unmasked Estep 
Score: -19445376.000000 Penalty: 5944.792969
	Iteration 36Q: 3 clusters Score -1.944538e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 154836 members 
Entering Unmasked Estep 
Score: -19445458.000000 Penalty: 5944.792969
	Iteration 37Q: 3 clusters Score -1.944546e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 154964 members 
Entering Unmasked Estep 
Score: -19445480.000000 Penalty: 5944.792969
	Iteration 38Q: 3 clusters Score -1.944548e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 155080 members 
Entering Unmasked Estep 
Score: -19445544.000000 Penalty: 5944.792969
	Iteration 39Q: 3 clusters Score -1.944554e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 155183 members 
Entering Unmasked Estep 
Score: -19445544.000000 Penalty: 5944.792969
	Iteration 40F: 3 clusters Score -1.944554e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 155283 members 
Entering Unmasked Estep 
Score: -19445554.000000 Penalty: 5944.792969
	Iteration 41Q: 3 clusters Score -1.944555e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 155354 members 
Entering Unmasked Estep 
Score: -19445534.000000 Penalty: 5944.792969
	Iteration 42Q: 3 clusters Score -1.944553e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 155430 members 
Entering Unmasked Estep 
Score: -19445530.000000 Penalty: 5944.792969
	Iteration 43Q: 3 clusters Score -1.944553e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 155499 members 
Entering Unmasked Estep 
Score: -19445558.000000 Penalty: 5944.792969
	Iteration 44Q: 3 clusters Score -1.944556e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 155567 members 
Entering Unmasked Estep 
Score: -19445570.000000 Penalty: 5944.792969
	Iteration 45Q: 3 clusters Score -1.944557e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 155624 members 
Entering Unmasked Estep 
Score: -19445596.000000 Penalty: 5944.792969
	Iteration 46Q: 3 clusters Score -1.94456e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 155685 members 
Entering Unmasked Estep 
Score: -19445596.000000 Penalty: 5944.792969
	Iteration 47Q: 3 clusters Score -1.94456e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 155741 members 
Entering Unmasked Estep 
Score: -19445604.000000 Penalty: 5944.792969
	Iteration 48Q: 3 clusters Score -1.94456e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 155780 members 
Entering Unmasked Estep 
Score: -19445620.000000 Penalty: 5944.792969
	Iteration 49Q: 3 clusters Score -1.944562e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 155822 members 
Entering Unmasked Estep 
Score: -19445592.000000 Penalty: 5944.792969
	Iteration 50Q: 3 clusters Score -1.944559e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 155853 members 
Entering Unmasked Estep 
Score: -19445604.000000 Penalty: 5944.792969
	Iteration 51Q: 3 clusters Score -1.94456e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 155880 members 
Entering Unmasked Estep 
Score: -19445602.000000 Penalty: 5944.792969
	Iteration 52Q: 3 clusters Score -1.94456e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 155904 members 
Entering Unmasked Estep 
Score: -19445608.000000 Penalty: 5944.792969
	Iteration 53Q: 3 clusters Score -1.944561e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 155923 members 
Entering Unmasked Estep 
Score: -19445600.000000 Penalty: 5944.792969
	Iteration 54Q: 3 clusters Score -1.94456e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 155945 members 
Entering Unmasked Estep 
Score: -19445598.000000 Penalty: 5944.792969
	Iteration 55Q: 3 clusters Score -1.94456e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 155963 members 
Entering Unmasked Estep 
Score: -19445598.000000 Penalty: 5944.792969
	Iteration 56Q: 3 clusters Score -1.94456e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 155982 members 
Entering Unmasked Estep 
Score: -19445608.000000 Penalty: 5944.792969
	Iteration 57Q: 3 clusters Score -1.944561e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 155996 members 
Entering Unmasked Estep 
Score: -19445620.000000 Penalty: 5944.792969
	Iteration 58Q: 3 clusters Score -1.944562e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 156009 members 
Entering Unmasked Estep 
Score: -19445608.000000 Penalty: 5944.792969
	Iteration 59Q: 3 clusters Score -1.944561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 156021 members 
Entering Unmasked Estep 
Score: -19445614.000000 Penalty: 5944.792969
	Iteration 60F: 3 clusters Score -1.944561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 156030 members 
Entering Unmasked Estep 
Score: -19445612.000000 Penalty: 5944.792969
	Iteration 61Q: 3 clusters Score -1.944561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 156040 members 
Entering Unmasked Estep 
Score: -19445620.000000 Penalty: 5944.792969
	Iteration 62Q: 3 clusters Score -1.944562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 156053 members 
Entering Unmasked Estep 
Score: -19445622.000000 Penalty: 5944.792969
	Iteration 63Q: 3 clusters Score -1.944562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 156061 members 
Entering Unmasked Estep 
Score: -19445612.000000 Penalty: 5944.792969
	Iteration 64Q: 3 clusters Score -1.944561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 156073 members 
Entering Unmasked Estep 
Score: -19445610.000000 Penalty: 5944.792969
	Iteration 65Q: 3 clusters Score -1.944561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 156088 members 
Entering Unmasked Estep 
Score: -19445612.000000 Penalty: 5944.792969
	Iteration 66Q: 3 clusters Score -1.944561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 156100 members 
Entering Unmasked Estep 
Score: -19445580.000000 Penalty: 5944.792969
	Iteration 67Q: 3 clusters Score -1.944558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 156106 members 
Entering Unmasked Estep 
Score: -19445598.000000 Penalty: 5944.792969
	Iteration 68Q: 3 clusters Score -1.94456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 156113 members 
Entering Unmasked Estep 
Score: -19445604.000000 Penalty: 5944.792969
	Iteration 69Q: 3 clusters Score -1.94456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 156118 members 
Entering Unmasked Estep 
Score: -19445600.000000 Penalty: 5944.792969
	Iteration 70Q: 3 clusters Score -1.94456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 156122 members 
Entering Unmasked Estep 
Score: -19445590.000000 Penalty: 5944.792969
	Iteration 71Q: 3 clusters Score -1.944559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 156127 members 
Entering Unmasked Estep 
Score: -19445586.000000 Penalty: 5944.792969
	Iteration 72Q: 3 clusters Score -1.944559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 156133 members 
Entering Unmasked Estep 
Score: -19445580.000000 Penalty: 5944.792969
	Iteration 73Q: 3 clusters Score -1.944558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 156138 members 
Entering Unmasked Estep 
Score: -19445580.000000 Penalty: 5944.792969
	Iteration 74Q: 3 clusters Score -1.944558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 156142 members 
Entering Unmasked Estep 
Score: -19445578.000000 Penalty: 5944.792969
	Iteration 75Q: 3 clusters Score -1.944558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 156151 members 
Entering Unmasked Estep 
Score: -19445586.000000 Penalty: 5944.792969
	Iteration 76Q: 3 clusters Score -1.944559e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 156165 members 
Entering Unmasked Estep 
Score: -19445598.000000 Penalty: 5944.792969
	Iteration 77Q: 3 clusters Score -1.94456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 156176 members 
Entering Unmasked Estep 
Score: -19445598.000000 Penalty: 5944.792969
	Iteration 78Q: 3 clusters Score -1.94456e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 156187 members 
Entering Unmasked Estep 
Score: -19445590.000000 Penalty: 5944.792969
	Iteration 79Q: 3 clusters Score -1.944559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 156194 members 
Entering Unmasked Estep 
Score: -19445582.000000 Penalty: 5944.792969
	Iteration 80F: 3 clusters Score -1.944558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 156199 members 
Entering Unmasked Estep 
Score: -19445612.000000 Penalty: 5944.792969
	Iteration 81Q: 3 clusters Score -1.944561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 156204 members 
Entering Unmasked Estep 
Score: -19445600.000000 Penalty: 5944.792969
	Iteration 82Q: 3 clusters Score -1.94456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 156206 members 
Entering Unmasked Estep 
Score: -19445606.000000 Penalty: 5944.792969
	Iteration 83Q: 3 clusters Score -1.944561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 156205 members 
Entering Unmasked Estep 
Score: -19445606.000000 Penalty: 5944.792969
	Iteration 84Q: 3 clusters Score -1.944561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 156205 members 
Entering Unmasked Estep 
Score: -19445606.000000 Penalty: 5944.792969
	Iteration 85F: 3 clusters Score -1.944561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (67029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67029 members 
Entering Unmasked Estep 
Score: -8224937.000000 Penalty: 2755.994385
	Iteration 0F: 2 clusters Score -8224937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -8180084.500000 Penalty: 5511.988770
	Iteration 0F: 3 clusters Score -8180084 nChanged 31077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -8197468.000000 Penalty: 5511.988770
	Iteration 1F: 3 clusters Score -8197468 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -8198019.500000 Penalty: 5511.988770
	Iteration 2Q: 3 clusters Score -8198020 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -8198494.500000 Penalty: 5511.988770
	Iteration 3Q: 3 clusters Score -8198494 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -8199080.000000 Penalty: 5511.988770
	Iteration 4Q: 3 clusters Score -8199080 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -8199573.500000 Penalty: 5511.988770
	Iteration 5Q: 3 clusters Score -8199574 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -8200183.500000 Penalty: 5511.988770
	Iteration 6Q: 3 clusters Score -8200184 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -8200806.500000 Penalty: 5511.988770
	Iteration 7Q: 3 clusters Score -8200806 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -8201597.000000 Penalty: 5511.988770
	Iteration 8Q: 3 clusters Score -8201597 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -8202473.000000 Penalty: 5511.988770
	Iteration 9Q: 3 clusters Score -8202473 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -8203565.500000 Penalty: 5511.988770
	Iteration 10Q: 3 clusters Score -8203566 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -8204896.500000 Penalty: 5511.988770
	Iteration 11Q: 3 clusters Score -8204896 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -8206532.500000 Penalty: 5511.988770
	Iteration 12Q: 3 clusters Score -8206532 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -8208315.000000 Penalty: 5511.988770
	Iteration 13F: 3 clusters Score -8208315 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -8210281.000000 Penalty: 5511.988770
	Iteration 14Q: 3 clusters Score -8210281 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -8212207.500000 Penalty: 5511.988770
	Iteration 15Q: 3 clusters Score -8212208 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54662 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -8214198.500000 Penalty: 5511.988770
	Iteration 16Q: 3 clusters Score -8214198 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57225 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -8216072.500000 Penalty: 5511.988770
	Iteration 17Q: 3 clusters Score -8216072 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -8217681.500000 Penalty: 5511.988770
	Iteration 18Q: 3 clusters Score -8217682 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -8218946.500000 Penalty: 5511.988770
	Iteration 19Q: 3 clusters Score -8218946 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62397 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -8219851.000000 Penalty: 5511.988770
	Iteration 20F: 3 clusters Score -8219851 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63370 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -8220454.000000 Penalty: 5511.988770
	Iteration 21Q: 3 clusters Score -8220454 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64125 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -8220957.500000 Penalty: 5511.988770
	Iteration 22Q: 3 clusters Score -8220958 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64726 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -8221313.500000 Penalty: 5511.988770
	Iteration 23Q: 3 clusters Score -8221314 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8221614.000000 Penalty: 5511.988770
	Iteration 24Q: 3 clusters Score -8221614 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65559 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8221831.000000 Penalty: 5511.988770
	Iteration 25Q: 3 clusters Score -8221831 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65822 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8222070.500000 Penalty: 5511.988770
	Iteration 26Q: 3 clusters Score -8222070 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66015 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8222217.500000 Penalty: 5511.988770
	Iteration 27Q: 3 clusters Score -8222218 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66163 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8222322.500000 Penalty: 5511.988770
	Iteration 28Q: 3 clusters Score -8222322 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66261 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8222394.500000 Penalty: 5511.988770
	Iteration 29Q: 3 clusters Score -8222394 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66335 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8222448.500000 Penalty: 5511.988770
	Iteration 30Q: 3 clusters Score -8222448 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8222487.000000 Penalty: 5511.988770
	Iteration 31Q: 3 clusters Score -8222487 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66415 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8222508.500000 Penalty: 5511.988770
	Iteration 32Q: 3 clusters Score -8222508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66445 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8222527.000000 Penalty: 5511.988770
	Iteration 33Q: 3 clusters Score -8222527 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66468 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8222553.500000 Penalty: 5511.988770
	Iteration 34Q: 3 clusters Score -8222554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66477 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8222565.500000 Penalty: 5511.988770
	Iteration 35Q: 3 clusters Score -8222566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66488 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8222573.000000 Penalty: 5511.988770
	Iteration 36Q: 3 clusters Score -8222573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66491 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8222576.500000 Penalty: 5511.988770
	Iteration 37Q: 3 clusters Score -8222576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66496 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8222575.000000 Penalty: 5511.988770
	Iteration 38Q: 3 clusters Score -8222575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66500 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8222575.500000 Penalty: 5511.988770
	Iteration 39Q: 3 clusters Score -8222576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66501 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8222580.000000 Penalty: 5511.988770
	Iteration 40F: 3 clusters Score -8222580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66503 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8222579.500000 Penalty: 5511.988770
	Iteration 41Q: 3 clusters Score -8222580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66506 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8222590.000000 Penalty: 5511.988770
	Iteration 42Q: 3 clusters Score -8222590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66513 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8222592.000000 Penalty: 5511.988770
	Iteration 43Q: 3 clusters Score -8222592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66517 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8222596.500000 Penalty: 5511.988770
	Iteration 44Q: 3 clusters Score -8222596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66518 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8222589.500000 Penalty: 5511.988770
	Iteration 45Q: 3 clusters Score -8222590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66519 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8222589.000000 Penalty: 5511.988770
	Iteration 46Q: 3 clusters Score -8222589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66521 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8222591.500000 Penalty: 5511.988770
	Iteration 47Q: 3 clusters Score -8222592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66523 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8222593.500000 Penalty: 5511.988770
	Iteration 48Q: 3 clusters Score -8222594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66526 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8222597.000000 Penalty: 5511.988770
	Iteration 49Q: 3 clusters Score -8222597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66529 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8222595.000000 Penalty: 5511.988770
	Iteration 50Q: 3 clusters Score -8222595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66531 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8222600.500000 Penalty: 5511.988770
	Iteration 51Q: 3 clusters Score -8222600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66534 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8222602.500000 Penalty: 5511.988770
	Iteration 52Q: 3 clusters Score -8222602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66538 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8222606.500000 Penalty: 5511.988770
	Iteration 53Q: 3 clusters Score -8222606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66545 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8222616.000000 Penalty: 5511.988770
	Iteration 54Q: 3 clusters Score -8222616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66548 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8222621.500000 Penalty: 5511.988770
	Iteration 55Q: 3 clusters Score -8222622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66549 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8222624.500000 Penalty: 5511.988770
	Iteration 56Q: 3 clusters Score -8222624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66553 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8222621.500000 Penalty: 5511.988770
	Iteration 57Q: 3 clusters Score -8222622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66555 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8222625.500000 Penalty: 5511.988770
	Iteration 58Q: 3 clusters Score -8222626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66554 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8222627.500000 Penalty: 5511.988770
	Iteration 59Q: 3 clusters Score -8222628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66554 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8222627.500000 Penalty: 5511.988770
	Iteration 60F: 3 clusters Score -8222628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Entering Unmasked Estep 
Score: -1785753.500000 Penalty: 2391.101562
	Iteration 0F: 2 clusters Score -1785754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1774647.125000 Penalty: 4782.203125
	Iteration 0F: 3 clusters Score -1774647 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1778309.000000 Penalty: 4782.203125
	Iteration 1F: 3 clusters Score -1778309 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1778864.625000 Penalty: 4782.203125
	Iteration 2F: 3 clusters Score -1778865 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1779315.500000 Penalty: 4782.203125
	Iteration 3F: 3 clusters Score -1779316 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1779712.625000 Penalty: 4782.203125
	Iteration 4F: 3 clusters Score -1779713 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1780049.000000 Penalty: 4782.203125
	Iteration 5Q: 3 clusters Score -1780049 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1780346.875000 Penalty: 4782.203125
	Iteration 6Q: 3 clusters Score -1780347 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1780574.500000 Penalty: 4782.203125
	Iteration 7Q: 3 clusters Score -1780574 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1780765.375000 Penalty: 4782.203125
	Iteration 8Q: 3 clusters Score -1780765 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1780932.125000 Penalty: 4782.203125
	Iteration 9Q: 3 clusters Score -1780932 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1781070.125000 Penalty: 4782.203125
	Iteration 10Q: 3 clusters Score -1781070 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1781207.500000 Penalty: 4782.203125
	Iteration 11Q: 3 clusters Score -1781208 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1781324.375000 Penalty: 4782.203125
	Iteration 12Q: 3 clusters Score -1781324 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1781424.500000 Penalty: 4782.203125
	Iteration 13Q: 3 clusters Score -1781424 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1781514.375000 Penalty: 4782.203125
	Iteration 14Q: 3 clusters Score -1781514 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1781590.750000 Penalty: 4782.203125
	Iteration 15Q: 3 clusters Score -1781591 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1781672.625000 Penalty: 4782.203125
	Iteration 16Q: 3 clusters Score -1781673 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1781740.875000 Penalty: 4782.203125
	Iteration 17Q: 3 clusters Score -1781741 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1781806.750000 Penalty: 4782.203125
	Iteration 18Q: 3 clusters Score -1781807 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1781861.125000 Penalty: 4782.203125
	Iteration 19Q: 3 clusters Score -1781861 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1781922.750000 Penalty: 4782.203125
	Iteration 20F: 3 clusters Score -1781923 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1781971.750000 Penalty: 4782.203125
	Iteration 21Q: 3 clusters Score -1781972 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1782002.875000 Penalty: 4782.203125
	Iteration 22Q: 3 clusters Score -1782003 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1782033.750000 Penalty: 4782.203125
	Iteration 23Q: 3 clusters Score -1782034 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1782056.375000 Penalty: 4782.203125
	Iteration 24Q: 3 clusters Score -1782056 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1782085.750000 Penalty: 4782.203125
	Iteration 25Q: 3 clusters Score -1782086 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1782102.625000 Penalty: 4782.203125
	Iteration 26Q: 3 clusters Score -1782103 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1782120.625000 Penalty: 4782.203125
	Iteration 27Q: 3 clusters Score -1782121 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1782145.625000 Penalty: 4782.203125
	Iteration 28Q: 3 clusters Score -1782146 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1782178.875000 Penalty: 4782.203125
	Iteration 29Q: 3 clusters Score -1782179 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1782201.625000 Penalty: 4782.203125
	Iteration 30Q: 3 clusters Score -1782202 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1782225.250000 Penalty: 4782.203125
	Iteration 31Q: 3 clusters Score -1782225 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1782246.625000 Penalty: 4782.203125
	Iteration 32Q: 3 clusters Score -1782247 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1782267.750000 Penalty: 4782.203125
	Iteration 33Q: 3 clusters Score -1782268 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1782293.125000 Penalty: 4782.203125
	Iteration 34Q: 3 clusters Score -1782293 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1782322.000000 Penalty: 4782.203125
	Iteration 35Q: 3 clusters Score -1782322 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1782350.250000 Penalty: 4782.203125
	Iteration 36Q: 3 clusters Score -1782350 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1782374.500000 Penalty: 4782.203125
	Iteration 37Q: 3 clusters Score -1782374 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1782393.875000 Penalty: 4782.203125
	Iteration 38Q: 3 clusters Score -1782394 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1782409.500000 Penalty: 4782.203125
	Iteration 39Q: 3 clusters Score -1782410 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1782429.250000 Penalty: 4782.203125
	Iteration 40F: 3 clusters Score -1782429 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1782439.500000 Penalty: 4782.203125
	Iteration 41Q: 3 clusters Score -1782440 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1782462.250000 Penalty: 4782.203125
	Iteration 42Q: 3 clusters Score -1782462 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1782486.375000 Penalty: 4782.203125
	Iteration 43Q: 3 clusters Score -1782486 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1782505.000000 Penalty: 4782.203125
	Iteration 44Q: 3 clusters Score -1782505 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1782527.125000 Penalty: 4782.203125
	Iteration 45Q: 3 clusters Score -1782527 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1782545.875000 Penalty: 4782.203125
	Iteration 46Q: 3 clusters Score -1782546 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1782557.125000 Penalty: 4782.203125
	Iteration 47Q: 3 clusters Score -1782557 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1782577.750000 Penalty: 4782.203125
	Iteration 48Q: 3 clusters Score -1782578 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1782592.500000 Penalty: 4782.203125
	Iteration 49Q: 3 clusters Score -1782592 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1782620.625000 Penalty: 4782.203125
	Iteration 50Q: 3 clusters Score -1782621 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1782650.750000 Penalty: 4782.203125
	Iteration 51Q: 3 clusters Score -1782651 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1782673.125000 Penalty: 4782.203125
	Iteration 52Q: 3 clusters Score -1782673 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1782693.625000 Penalty: 4782.203125
	Iteration 53Q: 3 clusters Score -1782694 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1782721.750000 Penalty: 4782.203125
	Iteration 54Q: 3 clusters Score -1782722 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1782742.625000 Penalty: 4782.203125
	Iteration 55Q: 3 clusters Score -1782743 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1782773.875000 Penalty: 4782.203125
	Iteration 56Q: 3 clusters Score -1782774 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1782807.000000 Penalty: 4782.203125
	Iteration 57Q: 3 clusters Score -1782807 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1782844.750000 Penalty: 4782.203125
	Iteration 58Q: 3 clusters Score -1782845 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1782877.875000 Penalty: 4782.203125
	Iteration 59Q: 3 clusters Score -1782878 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1782915.125000 Penalty: 4782.203125
	Iteration 60F: 3 clusters Score -1782915 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1782959.125000 Penalty: 4782.203125
	Iteration 61Q: 3 clusters Score -1782959 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1783008.875000 Penalty: 4782.203125
	Iteration 62Q: 3 clusters Score -1783009 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1783062.500000 Penalty: 4782.203125
	Iteration 63Q: 3 clusters Score -1783062 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1783113.125000 Penalty: 4782.203125
	Iteration 64Q: 3 clusters Score -1783113 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1783146.375000 Penalty: 4782.203125
	Iteration 65Q: 3 clusters Score -1783146 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1783178.500000 Penalty: 4782.203125
	Iteration 66Q: 3 clusters Score -1783178 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1783211.125000 Penalty: 4782.203125
	Iteration 67Q: 3 clusters Score -1783211 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1783246.375000 Penalty: 4782.203125
	Iteration 68Q: 3 clusters Score -1783246 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1783273.375000 Penalty: 4782.203125
	Iteration 69Q: 3 clusters Score -1783273 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1783290.625000 Penalty: 4782.203125
	Iteration 70Q: 3 clusters Score -1783291 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1783321.625000 Penalty: 4782.203125
	Iteration 71Q: 3 clusters Score -1783322 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1783356.500000 Penalty: 4782.203125
	Iteration 72Q: 3 clusters Score -1783356 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1783379.375000 Penalty: 4782.203125
	Iteration 73Q: 3 clusters Score -1783379 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1783404.250000 Penalty: 4782.203125
	Iteration 74Q: 3 clusters Score -1783404 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1783433.875000 Penalty: 4782.203125
	Iteration 75Q: 3 clusters Score -1783434 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1783456.000000 Penalty: 4782.203125
	Iteration 76Q: 3 clusters Score -1783456 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1783479.250000 Penalty: 4782.203125
	Iteration 77Q: 3 clusters Score -1783479 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1783499.375000 Penalty: 4782.203125
	Iteration 78Q: 3 clusters Score -1783499 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1783520.875000 Penalty: 4782.203125
	Iteration 79Q: 3 clusters Score -1783521 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1783534.875000 Penalty: 4782.203125
	Iteration 80F: 3 clusters Score -1783535 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1783554.750000 Penalty: 4782.203125
	Iteration 81Q: 3 clusters Score -1783555 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1783563.125000 Penalty: 4782.203125
	Iteration 82Q: 3 clusters Score -1783563 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1783579.875000 Penalty: 4782.203125
	Iteration 83Q: 3 clusters Score -1783580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1783588.125000 Penalty: 4782.203125
	Iteration 84Q: 3 clusters Score -1783588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1783596.625000 Penalty: 4782.203125
	Iteration 85Q: 3 clusters Score -1783597 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1783605.750000 Penalty: 4782.203125
	Iteration 86Q: 3 clusters Score -1783606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1783617.375000 Penalty: 4782.203125
	Iteration 87Q: 3 clusters Score -1783617 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1783630.875000 Penalty: 4782.203125
	Iteration 88Q: 3 clusters Score -1783631 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1783647.375000 Penalty: 4782.203125
	Iteration 89Q: 3 clusters Score -1783647 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1783660.625000 Penalty: 4782.203125
	Iteration 90Q: 3 clusters Score -1783661 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1783670.875000 Penalty: 4782.203125
	Iteration 91Q: 3 clusters Score -1783671 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1783681.500000 Penalty: 4782.203125
	Iteration 92Q: 3 clusters Score -1783682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1783690.000000 Penalty: 4782.203125
	Iteration 93Q: 3 clusters Score -1783690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1783696.000000 Penalty: 4782.203125
	Iteration 94Q: 3 clusters Score -1783696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1783696.875000 Penalty: 4782.203125
	Iteration 95Q: 3 clusters Score -1783697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1783705.875000 Penalty: 4782.203125
	Iteration 96Q: 3 clusters Score -1783706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1783705.875000 Penalty: 4782.203125
	Iteration 97Q: 3 clusters Score -1783706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1783710.250000 Penalty: 4782.203125
	Iteration 98Q: 3 clusters Score -1783710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1783715.250000 Penalty: 4782.203125
	Iteration 99Q: 3 clusters Score -1783715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1783725.500000 Penalty: 4782.203125
	Iteration 100F: 3 clusters Score -1783726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1783731.375000 Penalty: 4782.203125
	Iteration 101Q: 3 clusters Score -1783731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1783736.375000 Penalty: 4782.203125
	Iteration 102Q: 3 clusters Score -1783736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1783739.750000 Penalty: 4782.203125
	Iteration 103Q: 3 clusters Score -1783740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1783738.000000 Penalty: 4782.203125
	Iteration 104Q: 3 clusters Score -1783738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1783740.125000 Penalty: 4782.203125
	Iteration 105Q: 3 clusters Score -1783740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1783738.750000 Penalty: 4782.203125
	Iteration 106Q: 3 clusters Score -1783739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1783740.625000 Penalty: 4782.203125
	Iteration 107Q: 3 clusters Score -1783741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1783741.625000 Penalty: 4782.203125
	Iteration 108Q: 3 clusters Score -1783742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1783747.500000 Penalty: 4782.203125
	Iteration 109Q: 3 clusters Score -1783748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1783749.625000 Penalty: 4782.203125
	Iteration 110Q: 3 clusters Score -1783750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1783748.750000 Penalty: 4782.203125
	Iteration 111Q: 3 clusters Score -1783749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1783749.000000 Penalty: 4782.203125
	Iteration 112Q: 3 clusters Score -1783749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1783751.125000 Penalty: 4782.203125
	Iteration 113Q: 3 clusters Score -1783751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1783750.250000 Penalty: 4782.203125
	Iteration 114Q: 3 clusters Score -1783750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1783755.750000 Penalty: 4782.203125
	Iteration 115Q: 3 clusters Score -1783756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1783756.375000 Penalty: 4782.203125
	Iteration 116Q: 3 clusters Score -1783756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1783756.125000 Penalty: 4782.203125
	Iteration 117Q: 3 clusters Score -1783756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1783757.125000 Penalty: 4782.203125
	Iteration 118Q: 3 clusters Score -1783757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1783757.875000 Penalty: 4782.203125
	Iteration 119Q: 3 clusters Score -1783758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1783759.875000 Penalty: 4782.203125
	Iteration 120F: 3 clusters Score -1783760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1783758.875000 Penalty: 4782.203125
	Iteration 121Q: 3 clusters Score -1783759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1783759.375000 Penalty: 4782.203125
	Iteration 122Q: 3 clusters Score -1783759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1783761.875000 Penalty: 4782.203125
	Iteration 123Q: 3 clusters Score -1783762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1783760.375000 Penalty: 4782.203125
	Iteration 124Q: 3 clusters Score -1783760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1783760.000000 Penalty: 4782.203125
	Iteration 125Q: 3 clusters Score -1783760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1783761.125000 Penalty: 4782.203125
	Iteration 126Q: 3 clusters Score -1783761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1783761.125000 Penalty: 4782.203125
	Iteration 127F: 3 clusters Score -1783761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Entering Unmasked Estep 
Score: -1016476.375000 Penalty: 2252.630859
	Iteration 0F: 2 clusters Score -1016476 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 4386 members 
Entering Unmasked Estep 
Score: -1009657.625000 Penalty: 4505.261719
	Iteration 0F: 3 clusters Score -1009658 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1011586.125000 Penalty: 4505.261719
	Iteration 1F: 3 clusters Score -1011586 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1011833.687500 Penalty: 4505.261719
	Iteration 2F: 3 clusters Score -1011834 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1011995.750000 Penalty: 4505.261719
	Iteration 3Q: 3 clusters Score -1011996 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1012120.125000 Penalty: 4505.261719
	Iteration 4Q: 3 clusters Score -1012120 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1012229.812500 Penalty: 4505.261719
	Iteration 5Q: 3 clusters Score -1012230 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1012332.437500 Penalty: 4505.261719
	Iteration 6Q: 3 clusters Score -1012332 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1012431.062500 Penalty: 4505.261719
	Iteration 7Q: 3 clusters Score -1012431 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1012525.750000 Penalty: 4505.261719
	Iteration 8Q: 3 clusters Score -1012526 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1012640.937500 Penalty: 4505.261719
	Iteration 9Q: 3 clusters Score -1012641 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1012760.937500 Penalty: 4505.261719
	Iteration 10Q: 3 clusters Score -1012761 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1012886.250000 Penalty: 4505.261719
	Iteration 11Q: 3 clusters Score -1012886 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1013019.687500 Penalty: 4505.261719
	Iteration 12Q: 3 clusters Score -1013020 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1013177.562500 Penalty: 4505.261719
	Iteration 13Q: 3 clusters Score -1013178 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1013352.250000 Penalty: 4505.261719
	Iteration 14Q: 3 clusters Score -1013352 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1013535.562500 Penalty: 4505.261719
	Iteration 15Q: 3 clusters Score -1013536 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1013705.062500 Penalty: 4505.261719
	Iteration 16Q: 3 clusters Score -1013705 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1013866.187500 Penalty: 4505.261719
	Iteration 17Q: 3 clusters Score -1013866 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1014013.875000 Penalty: 4505.261719
	Iteration 18Q: 3 clusters Score -1014014 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1014126.625000 Penalty: 4505.261719
	Iteration 19Q: 3 clusters Score -1014127 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1014215.625000 Penalty: 4505.261719
	Iteration 20F: 3 clusters Score -1014216 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1014311.187500 Penalty: 4505.261719
	Iteration 21Q: 3 clusters Score -1014311 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1014368.062500 Penalty: 4505.261719
	Iteration 22Q: 3 clusters Score -1014368 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1014410.875000 Penalty: 4505.261719
	Iteration 23Q: 3 clusters Score -1014411 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1014438.875000 Penalty: 4505.261719
	Iteration 24Q: 3 clusters Score -1014439 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1014462.687500 Penalty: 4505.261719
	Iteration 25Q: 3 clusters Score -1014463 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1014482.312500 Penalty: 4505.261719
	Iteration 26Q: 3 clusters Score -1014482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1014501.125000 Penalty: 4505.261719
	Iteration 27Q: 3 clusters Score -1014501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1014515.687500 Penalty: 4505.261719
	Iteration 28Q: 3 clusters Score -1014516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1014527.812500 Penalty: 4505.261719
	Iteration 29Q: 3 clusters Score -1014528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1014537.812500 Penalty: 4505.261719
	Iteration 30Q: 3 clusters Score -1014538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1014545.687500 Penalty: 4505.261719
	Iteration 31Q: 3 clusters Score -1014546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1014550.937500 Penalty: 4505.261719
	Iteration 32Q: 3 clusters Score -1014551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1014553.687500 Penalty: 4505.261719
	Iteration 33Q: 3 clusters Score -1014554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1014556.562500 Penalty: 4505.261719
	Iteration 34Q: 3 clusters Score -1014557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1014561.625000 Penalty: 4505.261719
	Iteration 35Q: 3 clusters Score -1014562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1014569.187500 Penalty: 4505.261719
	Iteration 36Q: 3 clusters Score -1014569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1014571.437500 Penalty: 4505.261719
	Iteration 37Q: 3 clusters Score -1014571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1014578.875000 Penalty: 4505.261719
	Iteration 38Q: 3 clusters Score -1014579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1014583.250000 Penalty: 4505.261719
	Iteration 39Q: 3 clusters Score -1014583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1014587.687500 Penalty: 4505.261719
	Iteration 40F: 3 clusters Score -1014588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1014588.812500 Penalty: 4505.261719
	Iteration 41Q: 3 clusters Score -1014589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1014591.750000 Penalty: 4505.261719
	Iteration 42Q: 3 clusters Score -1014592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1014591.750000 Penalty: 4505.261719
	Iteration 43F: 3 clusters Score -1014592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Entering Unmasked Estep 
Score: -4594027.500000 Penalty: 2611.906982
	Iteration 0F: 2 clusters Score -4594028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -4568372.500000 Penalty: 5223.813965
	Iteration 0F: 3 clusters Score -4568372 nChanged 17213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -4577674.000000 Penalty: 5223.813965
	Iteration 1F: 3 clusters Score -4577674 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -4578148.500000 Penalty: 5223.813965
	Iteration 2Q: 3 clusters Score -4578148 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -4578688.500000 Penalty: 5223.813965
	Iteration 3Q: 3 clusters Score -4578688 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -4579371.500000 Penalty: 5223.813965
	Iteration 4Q: 3 clusters Score -4579372 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -4580459.500000 Penalty: 5223.813965
	Iteration 5F: 3 clusters Score -4580460 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -4582160.000000 Penalty: 5223.813965
	Iteration 6F: 3 clusters Score -4582160 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -4584364.000000 Penalty: 5223.813965
	Iteration 7F: 3 clusters Score -4584364 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -4586670.500000 Penalty: 5223.813965
	Iteration 8F: 3 clusters Score -4586670 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -4588640.000000 Penalty: 5223.813965
	Iteration 9F: 3 clusters Score -4588640 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4589923.000000 Penalty: 5223.813965
	Iteration 10Q: 3 clusters Score -4589923 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4590670.500000 Penalty: 5223.813965
	Iteration 11Q: 3 clusters Score -4590670 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4591098.000000 Penalty: 5223.813965
	Iteration 12Q: 3 clusters Score -4591098 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4591366.000000 Penalty: 5223.813965
	Iteration 13Q: 3 clusters Score -4591366 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4591530.000000 Penalty: 5223.813965
	Iteration 14Q: 3 clusters Score -4591530 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4591653.000000 Penalty: 5223.813965
	Iteration 15Q: 3 clusters Score -4591653 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4591723.000000 Penalty: 5223.813965
	Iteration 16Q: 3 clusters Score -4591723 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4591759.000000 Penalty: 5223.813965
	Iteration 17Q: 3 clusters Score -4591759 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4591779.500000 Penalty: 5223.813965
	Iteration 18Q: 3 clusters Score -4591780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4591795.000000 Penalty: 5223.813965
	Iteration 19Q: 3 clusters Score -4591795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4591807.500000 Penalty: 5223.813965
	Iteration 20F: 3 clusters Score -4591808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4591824.500000 Penalty: 5223.813965
	Iteration 21Q: 3 clusters Score -4591824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4591828.500000 Penalty: 5223.813965
	Iteration 22Q: 3 clusters Score -4591828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4591832.000000 Penalty: 5223.813965
	Iteration 23Q: 3 clusters Score -4591832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4591836.500000 Penalty: 5223.813965
	Iteration 24Q: 3 clusters Score -4591836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4591833.000000 Penalty: 5223.813965
	Iteration 25Q: 3 clusters Score -4591833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4591833.000000 Penalty: 5223.813965
	Iteration 26F: 3 clusters Score -4591833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -75347.445312 Penalty: 1628.883301
	Iteration 0F: 2 clusters Score -75347.45 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 381 members 
Entering Unmasked Estep 
Score: -73777.851562 Penalty: 3257.766602
	Iteration 0F: 3 clusters Score -73777.85 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74133.867188 Penalty: 3257.766602
	Iteration 1F: 3 clusters Score -74133.87 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -74313.570312 Penalty: 3257.766602
	Iteration 2F: 3 clusters Score -74313.57 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -74463.875000 Penalty: 3257.766602
	Iteration 3F: 3 clusters Score -74463.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -74561.015625 Penalty: 3257.766602
	Iteration 4Q: 3 clusters Score -74561.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -74608.656250 Penalty: 3257.766602
	Iteration 5Q: 3 clusters Score -74608.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -74628.539062 Penalty: 3257.766602
	Iteration 6Q: 3 clusters Score -74628.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -74636.546875 Penalty: 3257.766602
	Iteration 7Q: 3 clusters Score -74636.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -74638.546875 Penalty: 3257.766602
	Iteration 8Q: 3 clusters Score -74638.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -74645.109375 Penalty: 3257.766602
	Iteration 9Q: 3 clusters Score -74645.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -74652.070312 Penalty: 3257.766602
	Iteration 10Q: 3 clusters Score -74652.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -74653.000000 Penalty: 3257.766602
	Iteration 11Q: 3 clusters Score -74653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -74653.437500 Penalty: 3257.766602
	Iteration 12Q: 3 clusters Score -74653.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -74653.437500 Penalty: 3257.766602
	Iteration 13F: 3 clusters Score -74653.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (193968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193968 members 
Entering Unmasked Estep 
Score: -23801636.000000 Penalty: 3019.511230
	Iteration 0F: 2 clusters Score -2.380164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96604 members 
Mstep: Class 2 contains 97364 members 
Entering Unmasked Estep 
Score: -23677472.000000 Penalty: 6039.022461
	Iteration 0F: 3 clusters Score -2.367747e+07 nChanged 93301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91499 members 
Mstep: Class 2 contains 102469 members 
Entering Unmasked Estep 
Score: -23732766.000000 Penalty: 6039.022461
	Iteration 1F: 3 clusters Score -2.373277e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88647 members 
Mstep: Class 2 contains 105321 members 
Entering Unmasked Estep 
Score: -23734588.000000 Penalty: 6039.022461
	Iteration 2Q: 3 clusters Score -2.373459e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84143 members 
Mstep: Class 2 contains 109825 members 
Entering Unmasked Estep 
Score: -23737354.000000 Penalty: 6039.022461
	Iteration 3Q: 3 clusters Score -2.373735e+07 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77488 members 
Mstep: Class 2 contains 116480 members 
Entering Unmasked Estep 
Score: -23741696.000000 Penalty: 6039.022461
	Iteration 4Q: 3 clusters Score -2.37417e+07 nChanged 10934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68086 members 
Mstep: Class 2 contains 125882 members 
Entering Unmasked Estep 
Score: -23748830.000000 Penalty: 6039.022461
	Iteration 5F: 3 clusters Score -2.374883e+07 nChanged 12909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 137877 members 
Entering Unmasked Estep 
Score: -23758660.000000 Penalty: 6039.022461
	Iteration 6F: 3 clusters Score -2.375866e+07 nChanged 14185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 151594 members 
Entering Unmasked Estep 
Score: -23770852.000000 Penalty: 6039.022461
	Iteration 7F: 3 clusters Score -2.377085e+07 nChanged 13194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 164574 members 
Entering Unmasked Estep 
Score: -23781538.000000 Penalty: 6039.022461
	Iteration 8F: 3 clusters Score -2.378154e+07 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 174503 members 
Entering Unmasked Estep 
Score: -23788962.000000 Penalty: 6039.022461
	Iteration 9F: 3 clusters Score -2.378896e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 181086 members 
Entering Unmasked Estep 
Score: -23793108.000000 Penalty: 6039.022461
	Iteration 10Q: 3 clusters Score -2.379311e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 185092 members 
Entering Unmasked Estep 
Score: -23795560.000000 Penalty: 6039.022461
	Iteration 11Q: 3 clusters Score -2.379556e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 187560 members 
Entering Unmasked Estep 
Score: -23797064.000000 Penalty: 6039.022461
	Iteration 12Q: 3 clusters Score -2.379706e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 189093 members 
Entering Unmasked Estep 
Score: -23797950.000000 Penalty: 6039.022461
	Iteration 13Q: 3 clusters Score -2.379795e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 189971 members 
Entering Unmasked Estep 
Score: -23798426.000000 Penalty: 6039.022461
	Iteration 14Q: 3 clusters Score -2.379843e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 190530 members 
Entering Unmasked Estep 
Score: -23798714.000000 Penalty: 6039.022461
	Iteration 15Q: 3 clusters Score -2.379871e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 190894 members 
Entering Unmasked Estep 
Score: -23798974.000000 Penalty: 6039.022461
	Iteration 16Q: 3 clusters Score -2.379897e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 191138 members 
Entering Unmasked Estep 
Score: -23799186.000000 Penalty: 6039.022461
	Iteration 17Q: 3 clusters Score -2.379919e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 191335 members 
Entering Unmasked Estep 
Score: -23799366.000000 Penalty: 6039.022461
	Iteration 18Q: 3 clusters Score -2.379937e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 191466 members 
Entering Unmasked Estep 
Score: -23799512.000000 Penalty: 6039.022461
	Iteration 19Q: 3 clusters Score -2.379951e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 191556 members 
Entering Unmasked Estep 
Score: -23799608.000000 Penalty: 6039.022461
	Iteration 20F: 3 clusters Score -2.379961e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 191620 members 
Entering Unmasked Estep 
Score: -23799622.000000 Penalty: 6039.022461
	Iteration 21Q: 3 clusters Score -2.379962e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 191659 members 
Entering Unmasked Estep 
Score: -23799680.000000 Penalty: 6039.022461
	Iteration 22Q: 3 clusters Score -2.379968e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 191712 members 
Entering Unmasked Estep 
Score: -23799704.000000 Penalty: 6039.022461
	Iteration 23Q: 3 clusters Score -2.37997e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 191738 members 
Entering Unmasked Estep 
Score: -23799750.000000 Penalty: 6039.022461
	Iteration 24Q: 3 clusters Score -2.379975e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 191759 members 
Entering Unmasked Estep 
Score: -23799784.000000 Penalty: 6039.022461
	Iteration 25Q: 3 clusters Score -2.379978e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 191772 members 
Entering Unmasked Estep 
Score: -23799806.000000 Penalty: 6039.022461
	Iteration 26Q: 3 clusters Score -2.379981e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 191781 members 
Entering Unmasked Estep 
Score: -23799838.000000 Penalty: 6039.022461
	Iteration 27Q: 3 clusters Score -2.379984e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 191800 members 
Entering Unmasked Estep 
Score: -23799848.000000 Penalty: 6039.022461
	Iteration 28Q: 3 clusters Score -2.379985e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 191818 members 
Entering Unmasked Estep 
Score: -23799854.000000 Penalty: 6039.022461
	Iteration 29Q: 3 clusters Score -2.379985e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 191828 members 
Entering Unmasked Estep 
Score: -23799858.000000 Penalty: 6039.022461
	Iteration 30Q: 3 clusters Score -2.379986e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 191840 members 
Entering Unmasked Estep 
Score: -23799880.000000 Penalty: 6039.022461
	Iteration 31Q: 3 clusters Score -2.379988e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 191852 members 
Entering Unmasked Estep 
Score: -23799884.000000 Penalty: 6039.022461
	Iteration 32Q: 3 clusters Score -2.379988e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 191847 members 
Entering Unmasked Estep 
Score: -23799908.000000 Penalty: 6039.022461
	Iteration 33Q: 3 clusters Score -2.379991e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 191854 members 
Entering Unmasked Estep 
Score: -23799954.000000 Penalty: 6039.022461
	Iteration 34Q: 3 clusters Score -2.379995e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 191860 members 
Entering Unmasked Estep 
Score: -23799968.000000 Penalty: 6039.022461
	Iteration 35Q: 3 clusters Score -2.379997e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 191864 members 
Entering Unmasked Estep 
Score: -23799998.000000 Penalty: 6039.022461
	Iteration 36Q: 3 clusters Score -2.38e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 191859 members 
Entering Unmasked Estep 
Score: -23799996.000000 Penalty: 6039.022461
	Iteration 37Q: 3 clusters Score -2.38e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 191864 members 
Entering Unmasked Estep 
Score: -23800010.000000 Penalty: 6039.022461
	Iteration 38Q: 3 clusters Score -2.380001e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 191862 members 
Entering Unmasked Estep 
Score: -23800010.000000 Penalty: 6039.022461
	Iteration 39Q: 3 clusters Score -2.380001e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 191874 members 
Entering Unmasked Estep 
Score: -23800000.000000 Penalty: 6039.022461
	Iteration 40F: 3 clusters Score -2.38e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 191882 members 
Entering Unmasked Estep 
Score: -23800000.000000 Penalty: 6039.022461
	Iteration 41Q: 3 clusters Score -2.38e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 191882 members 
Entering Unmasked Estep 
Score: -23800026.000000 Penalty: 6039.022461
	Iteration 42Q: 3 clusters Score -2.380003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 191881 members 
Entering Unmasked Estep 
Score: -23800030.000000 Penalty: 6039.022461
	Iteration 43Q: 3 clusters Score -2.380003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 191881 members 
Entering Unmasked Estep 
Score: -23800048.000000 Penalty: 6039.022461
	Iteration 44Q: 3 clusters Score -2.380005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 191886 members 
Entering Unmasked Estep 
Score: -23800034.000000 Penalty: 6039.022461
	Iteration 45Q: 3 clusters Score -2.380003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 191887 members 
Entering Unmasked Estep 
Score: -23800036.000000 Penalty: 6039.022461
	Iteration 46Q: 3 clusters Score -2.380004e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 191894 members 
Entering Unmasked Estep 
Score: -23800024.000000 Penalty: 6039.022461
	Iteration 47Q: 3 clusters Score -2.380002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 191894 members 
Entering Unmasked Estep 
Score: -23800032.000000 Penalty: 6039.022461
	Iteration 48Q: 3 clusters Score -2.380003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 191894 members 
Entering Unmasked Estep 
Score: -23800032.000000 Penalty: 6039.022461
	Iteration 49Q: 3 clusters Score -2.380003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 191895 members 
Entering Unmasked Estep 
Score: -23800032.000000 Penalty: 6039.022461
	Iteration 50Q: 3 clusters Score -2.380003e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 191896 members 
Entering Unmasked Estep 
Score: -23800020.000000 Penalty: 6039.022461
	Iteration 51Q: 3 clusters Score -2.380002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 191902 members 
Entering Unmasked Estep 
Score: -23800018.000000 Penalty: 6039.022461
	Iteration 52Q: 3 clusters Score -2.380002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 191903 members 
Entering Unmasked Estep 
Score: -23800028.000000 Penalty: 6039.022461
	Iteration 53Q: 3 clusters Score -2.380003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 191910 members 
Entering Unmasked Estep 
Score: -23800040.000000 Penalty: 6039.022461
	Iteration 54Q: 3 clusters Score -2.380004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 191912 members 
Entering Unmasked Estep 
Score: -23800024.000000 Penalty: 6039.022461
	Iteration 55Q: 3 clusters Score -2.380002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 191913 members 
Entering Unmasked Estep 
Score: -23800024.000000 Penalty: 6039.022461
	Iteration 56Q: 3 clusters Score -2.380002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 191915 members 
Entering Unmasked Estep 
Score: -23800020.000000 Penalty: 6039.022461
	Iteration 57Q: 3 clusters Score -2.380002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 191916 members 
Entering Unmasked Estep 
Score: -23800024.000000 Penalty: 6039.022461
	Iteration 58Q: 3 clusters Score -2.380002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 191917 members 
Entering Unmasked Estep 
Score: -23800022.000000 Penalty: 6039.022461
	Iteration 59Q: 3 clusters Score -2.380002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 191923 members 
Entering Unmasked Estep 
Score: -23800032.000000 Penalty: 6039.022461
	Iteration 60F: 3 clusters Score -2.380003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 191924 members 
Entering Unmasked Estep 
Score: -23800022.000000 Penalty: 6039.022461
	Iteration 61Q: 3 clusters Score -2.380002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 191923 members 
Entering Unmasked Estep 
Score: -23800014.000000 Penalty: 6039.022461
	Iteration 62Q: 3 clusters Score -2.380001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 191921 members 
Entering Unmasked Estep 
Score: -23800008.000000 Penalty: 6039.022461
	Iteration 63Q: 3 clusters Score -2.380001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 191920 members 
Entering Unmasked Estep 
Score: -23800012.000000 Penalty: 6039.022461
	Iteration 64Q: 3 clusters Score -2.380001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 191920 members 
Entering Unmasked Estep 
Score: -23800012.000000 Penalty: 6039.022461
	Iteration 65F: 3 clusters Score -2.380001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (128727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128727 members 
Entering Unmasked Estep 
Score: -15730129.000000 Penalty: 2917.831543
	Iteration 0F: 2 clusters Score -1.573013e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64398 members 
Mstep: Class 2 contains 64329 members 
Entering Unmasked Estep 
Score: -15643916.000000 Penalty: 5835.663086
	Iteration 0F: 3 clusters Score -1.564392e+07 nChanged 61630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65102 members 
Mstep: Class 2 contains 63625 members 
Entering Unmasked Estep 
Score: -15679175.000000 Penalty: 5835.663086
	Iteration 1F: 3 clusters Score -1.567918e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65533 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -15680223.000000 Penalty: 5835.663086
	Iteration 2Q: 3 clusters Score -1.568022e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66280 members 
Mstep: Class 2 contains 62447 members 
Entering Unmasked Estep 
Score: -15681740.000000 Penalty: 5835.663086
	Iteration 3Q: 3 clusters Score -1.568174e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67331 members 
Mstep: Class 2 contains 61396 members 
Entering Unmasked Estep 
Score: -15683709.000000 Penalty: 5835.663086
	Iteration 4Q: 3 clusters Score -1.568371e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68670 members 
Mstep: Class 2 contains 60057 members 
Entering Unmasked Estep 
Score: -15685816.000000 Penalty: 5835.663086
	Iteration 5Q: 3 clusters Score -1.568582e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70520 members 
Mstep: Class 2 contains 58207 members 
Entering Unmasked Estep 
Score: -15688104.000000 Penalty: 5835.663086
	Iteration 6Q: 3 clusters Score -1.56881e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73121 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -15690639.000000 Penalty: 5835.663086
	Iteration 7Q: 3 clusters Score -1.569064e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76661 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -15693640.000000 Penalty: 5835.663086
	Iteration 8F: 3 clusters Score -1.569364e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80980 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -15696895.000000 Penalty: 5835.663086
	Iteration 9F: 3 clusters Score -1.56969e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85745 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -15700162.000000 Penalty: 5835.663086
	Iteration 10F: 3 clusters Score -1.570016e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90685 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -15702945.000000 Penalty: 5835.663086
	Iteration 11Q: 3 clusters Score -1.570294e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95646 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -15705601.000000 Penalty: 5835.663086
	Iteration 12Q: 3 clusters Score -1.57056e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100776 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -15708362.000000 Penalty: 5835.663086
	Iteration 13Q: 3 clusters Score -1.570836e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105872 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -15711306.000000 Penalty: 5835.663086
	Iteration 14Q: 3 clusters Score -1.571131e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110980 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -15714623.000000 Penalty: 5835.663086
	Iteration 15Q: 3 clusters Score -1.571462e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115734 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -15717955.000000 Penalty: 5835.663086
	Iteration 16Q: 3 clusters Score -1.571796e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119847 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -15721235.000000 Penalty: 5835.663086
	Iteration 17Q: 3 clusters Score -1.572124e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122953 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -15723839.000000 Penalty: 5835.663086
	Iteration 18Q: 3 clusters Score -1.572384e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124991 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -15725418.000000 Penalty: 5835.663086
	Iteration 19Q: 3 clusters Score -1.572542e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126243 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -15726473.000000 Penalty: 5835.663086
	Iteration 20F: 3 clusters Score -1.572647e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126923 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -15727045.000000 Penalty: 5835.663086
	Iteration 21Q: 3 clusters Score -1.572704e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127311 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -15727415.000000 Penalty: 5835.663086
	Iteration 22Q: 3 clusters Score -1.572742e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127526 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -15727578.000000 Penalty: 5835.663086
	Iteration 23Q: 3 clusters Score -1.572758e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127653 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -15727699.000000 Penalty: 5835.663086
	Iteration 24Q: 3 clusters Score -1.57277e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127730 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -15727797.000000 Penalty: 5835.663086
	Iteration 25Q: 3 clusters Score -1.57278e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127771 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -15727854.000000 Penalty: 5835.663086
	Iteration 26Q: 3 clusters Score -1.572785e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127805 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -15727922.000000 Penalty: 5835.663086
	Iteration 27Q: 3 clusters Score -1.572792e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127830 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -15727952.000000 Penalty: 5835.663086
	Iteration 28Q: 3 clusters Score -1.572795e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127856 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -15727997.000000 Penalty: 5835.663086
	Iteration 29Q: 3 clusters Score -1.5728e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127880 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -15728065.000000 Penalty: 5835.663086
	Iteration 30Q: 3 clusters Score -1.572806e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127897 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -15728110.000000 Penalty: 5835.663086
	Iteration 31Q: 3 clusters Score -1.572811e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127912 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -15728112.000000 Penalty: 5835.663086
	Iteration 32Q: 3 clusters Score -1.572811e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127915 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -15728133.000000 Penalty: 5835.663086
	Iteration 33Q: 3 clusters Score -1.572813e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127919 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -15728137.000000 Penalty: 5835.663086
	Iteration 34Q: 3 clusters Score -1.572814e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127917 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -15728138.000000 Penalty: 5835.663086
	Iteration 35Q: 3 clusters Score -1.572814e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127921 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -15728157.000000 Penalty: 5835.663086
	Iteration 36Q: 3 clusters Score -1.572816e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127926 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -15728148.000000 Penalty: 5835.663086
	Iteration 37Q: 3 clusters Score -1.572815e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127929 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -15728159.000000 Penalty: 5835.663086
	Iteration 38Q: 3 clusters Score -1.572816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127927 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -15728167.000000 Penalty: 5835.663086
	Iteration 39Q: 3 clusters Score -1.572817e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127930 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -15728161.000000 Penalty: 5835.663086
	Iteration 40F: 3 clusters Score -1.572816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127933 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -15728153.000000 Penalty: 5835.663086
	Iteration 41Q: 3 clusters Score -1.572815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127936 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -15728170.000000 Penalty: 5835.663086
	Iteration 42Q: 3 clusters Score -1.572817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127940 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -15728168.000000 Penalty: 5835.663086
	Iteration 43Q: 3 clusters Score -1.572817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127938 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -15728161.000000 Penalty: 5835.663086
	Iteration 44Q: 3 clusters Score -1.572816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127938 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -15728171.000000 Penalty: 5835.663086
	Iteration 45Q: 3 clusters Score -1.572817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127936 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -15728167.000000 Penalty: 5835.663086
	Iteration 46Q: 3 clusters Score -1.572817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127935 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -15728178.000000 Penalty: 5835.663086
	Iteration 47Q: 3 clusters Score -1.572818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127935 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -15728178.000000 Penalty: 5835.663086
	Iteration 48F: 3 clusters Score -1.572818e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Entering Unmasked Estep 
Score: -2817912.000000 Penalty: 2493.694824
	Iteration 0F: 2 clusters Score -2817912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2801666.750000 Penalty: 4987.389648
	Iteration 0F: 3 clusters Score -2801667 nChanged 10371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2807275.000000 Penalty: 4987.389648
	Iteration 1F: 3 clusters Score -2807275 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2807791.500000 Penalty: 4987.389648
	Iteration 2F: 3 clusters Score -2807792 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2808318.500000 Penalty: 4987.389648
	Iteration 3F: 3 clusters Score -2808318 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2808829.250000 Penalty: 4987.389648
	Iteration 4Q: 3 clusters Score -2808829 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2809301.750000 Penalty: 4987.389648
	Iteration 5Q: 3 clusters Score -2809302 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2809720.000000 Penalty: 4987.389648
	Iteration 6Q: 3 clusters Score -2809720 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2810168.000000 Penalty: 4987.389648
	Iteration 7Q: 3 clusters Score -2810168 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2810609.000000 Penalty: 4987.389648
	Iteration 8Q: 3 clusters Score -2810609 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2811039.750000 Penalty: 4987.389648
	Iteration 9Q: 3 clusters Score -2811040 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2811474.750000 Penalty: 4987.389648
	Iteration 10Q: 3 clusters Score -2811475 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2811926.500000 Penalty: 4987.389648
	Iteration 11Q: 3 clusters Score -2811926 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2812359.250000 Penalty: 4987.389648
	Iteration 12Q: 3 clusters Score -2812359 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2812697.500000 Penalty: 4987.389648
	Iteration 13Q: 3 clusters Score -2812698 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2812986.000000 Penalty: 4987.389648
	Iteration 14Q: 3 clusters Score -2812986 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2813181.750000 Penalty: 4987.389648
	Iteration 15Q: 3 clusters Score -2813182 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2813301.500000 Penalty: 4987.389648
	Iteration 16Q: 3 clusters Score -2813302 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2813363.000000 Penalty: 4987.389648
	Iteration 17Q: 3 clusters Score -2813363 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2813426.250000 Penalty: 4987.389648
	Iteration 18Q: 3 clusters Score -2813426 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2813464 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2813492.250000 Penalty: 4987.389648
	Iteration 20F: 3 clusters Score -2813492 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2813509.250000 Penalty: 4987.389648
	Iteration 21Q: 3 clusters Score -2813509 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2813542 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2813568 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2813581 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2813582 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2813588 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2813593 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2813612 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2813613 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2813624.500000 Penalty: 4987.389648
	Iteration 30Q: 3 clusters Score -2813624 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2813640 nChanged 66
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Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2813646 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2813654 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2813673 nChanged 85
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Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2813682.000000 Penalty: 4987.389648
	Iteration 35Q: 3 clusters Score -2813682 nChanged 78
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Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2813698 nChanged 104
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Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2813705 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2813712 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2813723 nChanged 89
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Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2813746 nChanged 100
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Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2813757 nChanged 114
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Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2813756 nChanged 105
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Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2813779 nChanged 120
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Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2813800 nChanged 105
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Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2813812 nChanged 102
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Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2813830 nChanged 99
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Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2813837 nChanged 112
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Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2813861 nChanged 143
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Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2813885 nChanged 149
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Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2813927 nChanged 146
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Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 9077 members 
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	Iteration 51Q: 3 clusters Score -2813955 nChanged 156
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Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2813963 nChanged 158
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Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2813992 nChanged 152
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Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 8611 members 
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	Iteration 54Q: 3 clusters Score -2814028 nChanged 176
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Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2814059 nChanged 182
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Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2814111 nChanged 202
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Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2814157 nChanged 196
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Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2814180 nChanged 191
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Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 7668 members 
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	Iteration 59Q: 3 clusters Score -2814226 nChanged 182
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Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2814267 nChanged 167
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Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 7321 members 
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	Iteration 61Q: 3 clusters Score -2814296 nChanged 178
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Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 7143 members 
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	Iteration 62Q: 3 clusters Score -2814335 nChanged 183
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Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2814376 nChanged 179
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Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 6785 members 
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	Iteration 64Q: 3 clusters Score -2814426 nChanged 197
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Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 6590 members 
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	Iteration 65Q: 3 clusters Score -2814472 nChanged 201
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Mstep: Class 1 contains 16886 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2814518 nChanged 210
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Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 6183 members 
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	Iteration 67Q: 3 clusters Score -2814568 nChanged 210
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Mstep: Class 1 contains 17300 members 
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	Iteration 68Q: 3 clusters Score -2814619 nChanged 206
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Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 5771 members 
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	Iteration 69Q: 3 clusters Score -2814670 nChanged 216
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Mstep: Class 1 contains 17720 members 
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	Iteration 70Q: 3 clusters Score -2814714 nChanged 222
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Mstep: Class 1 contains 17942 members 
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	Iteration 71Q: 3 clusters Score -2814775 nChanged 215
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Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2814835 nChanged 198
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Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 4922 members 
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	Iteration 73Q: 3 clusters Score -2814899 nChanged 206
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Mstep: Class 1 contains 18557 members 
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	Iteration 74Q: 3 clusters Score -2814946 nChanged 161
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Mstep: Class 1 contains 18718 members 
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	Iteration 75Q: 3 clusters Score -2814989 nChanged 152
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Mstep: Class 1 contains 18870 members 
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	Iteration 76Q: 3 clusters Score -2815031 nChanged 165
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Mstep: Class 1 contains 19033 members 
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	Iteration 77Q: 3 clusters Score -2815088 nChanged 182
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Mstep: Class 1 contains 19215 members 
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	Iteration 78Q: 3 clusters Score -2815132 nChanged 173
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Mstep: Class 1 contains 19388 members 
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	Iteration 79Q: 3 clusters Score -2815200 nChanged 171
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Mstep: Class 1 contains 19557 members 
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	Iteration 80F: 3 clusters Score -2815262 nChanged 175
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Mstep: Class 1 contains 19730 members 
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	Iteration 81Q: 3 clusters Score -2815308 nChanged 171
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Mstep: Class 1 contains 19901 members 
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	Iteration 82Q: 3 clusters Score -2815375 nChanged 172
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Mstep: Class 1 contains 20073 members 
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	Iteration 83Q: 3 clusters Score -2815442 nChanged 162
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Mstep: Class 1 contains 20233 members 
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	Iteration 84Q: 3 clusters Score -2815488 nChanged 154
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Mstep: Class 1 contains 20383 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2815549 nChanged 136
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Mstep: Class 1 contains 20517 members 
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	Iteration 86Q: 3 clusters Score -2815608 nChanged 120
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Mstep: Class 1 contains 20637 members 
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	Iteration 87Q: 3 clusters Score -2815654 nChanged 102
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Mstep: Class 1 contains 20735 members 
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	Iteration 88Q: 3 clusters Score -2815690 nChanged 99
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	Iteration 89Q: 3 clusters Score -2815724 nChanged 84
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	Iteration 90Q: 3 clusters Score -2815755 nChanged 79
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Mstep: Class 1 contains 20987 members 
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	Iteration 91Q: 3 clusters Score -2815778 nChanged 87
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2815802 nChanged 80
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Mstep: Class 1 contains 21146 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2815826 nChanged 71
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	Iteration 94Q: 3 clusters Score -2815849 nChanged 61
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Mstep: Class 1 contains 21270 members 
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	Iteration 95Q: 3 clusters Score -2815866 nChanged 50
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2815882 nChanged 41
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	Iteration 97Q: 3 clusters Score -2815902 nChanged 30
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	Iteration 98Q: 3 clusters Score -2815914 nChanged 44
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2815920 nChanged 31
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2815938 nChanged 31
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	Iteration 101Q: 3 clusters Score -2815938 nChanged 26
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2815946 nChanged 28
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2815959 nChanged 30
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	Iteration 104Q: 3 clusters Score -2815978 nChanged 21
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	Iteration 105Q: 3 clusters Score -2815987 nChanged 29
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	Iteration 106Q: 3 clusters Score -2815990 nChanged 19
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2815995 nChanged 17
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	Iteration 108Q: 3 clusters Score -2816000 nChanged 12
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	Iteration 109Q: 3 clusters Score -2816000 nChanged 7
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	Iteration 110Q: 3 clusters Score -2816001 nChanged 3
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	Iteration 111Q: 3 clusters Score -2816007 nChanged 5
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Entering Unmasked Estep 
Score: -2816006.000000 Penalty: 4987.389648
	Iteration 112Q: 3 clusters Score -2816006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2816011.500000 Penalty: 4987.389648
	Iteration 113Q: 3 clusters Score -2816012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2816014.250000 Penalty: 4987.389648
	Iteration 114Q: 3 clusters Score -2816014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2816018.750000 Penalty: 4987.389648
	Iteration 115Q: 3 clusters Score -2816019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2816018.250000 Penalty: 4987.389648
	Iteration 116Q: 3 clusters Score -2816018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2816020.750000 Penalty: 4987.389648
	Iteration 117Q: 3 clusters Score -2816021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2816023.750000 Penalty: 4987.389648
	Iteration 118Q: 3 clusters Score -2816024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2816031.000000 Penalty: 4987.389648
	Iteration 119Q: 3 clusters Score -2816031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2816028.250000 Penalty: 4987.389648
	Iteration 120F: 3 clusters Score -2816028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Entering Unmasked Estep 
Score: -1064486.250000 Penalty: 2260.256836
	Iteration 0F: 2 clusters Score -1064486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1057417.375000 Penalty: 4520.513672
	Iteration 0F: 3 clusters Score -1057417 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1059418.000000 Penalty: 4520.513672
	Iteration 1F: 3 clusters Score -1059418 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1059775.625000 Penalty: 4520.513672
	Iteration 2F: 3 clusters Score -1059776 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1060009.000000 Penalty: 4520.513672
	Iteration 3F: 3 clusters Score -1060009 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1060196.500000 Penalty: 4520.513672
	Iteration 4Q: 3 clusters Score -1060196 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1060407.375000 Penalty: 4520.513672
	Iteration 5Q: 3 clusters Score -1060407 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1060601.375000 Penalty: 4520.513672
	Iteration 6Q: 3 clusters Score -1060601 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1060785.000000 Penalty: 4520.513672
	Iteration 7Q: 3 clusters Score -1060785 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1060940.000000 Penalty: 4520.513672
	Iteration 8Q: 3 clusters Score -1060940 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1061083.500000 Penalty: 4520.513672
	Iteration 9Q: 3 clusters Score -1061084 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1061233.625000 Penalty: 4520.513672
	Iteration 10Q: 3 clusters Score -1061234 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1061394.750000 Penalty: 4520.513672
	Iteration 11Q: 3 clusters Score -1061395 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1061553.375000 Penalty: 4520.513672
	Iteration 12Q: 3 clusters Score -1061553 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1061715.500000 Penalty: 4520.513672
	Iteration 13Q: 3 clusters Score -1061716 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1061884.250000 Penalty: 4520.513672
	Iteration 14Q: 3 clusters Score -1061884 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1062053.875000 Penalty: 4520.513672
	Iteration 15Q: 3 clusters Score -1062054 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1062187.125000 Penalty: 4520.513672
	Iteration 16Q: 3 clusters Score -1062187 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1062283.625000 Penalty: 4520.513672
	Iteration 17Q: 3 clusters Score -1062284 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1062347.875000 Penalty: 4520.513672
	Iteration 18Q: 3 clusters Score -1062348 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1062410.125000 Penalty: 4520.513672
	Iteration 19Q: 3 clusters Score -1062410 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1062474.375000 Penalty: 4520.513672
	Iteration 20F: 3 clusters Score -1062474 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1062522.375000 Penalty: 4520.513672
	Iteration 21Q: 3 clusters Score -1062522 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1062551.750000 Penalty: 4520.513672
	Iteration 22Q: 3 clusters Score -1062552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1062568.375000 Penalty: 4520.513672
	Iteration 23Q: 3 clusters Score -1062568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1062588.625000 Penalty: 4520.513672
	Iteration 24Q: 3 clusters Score -1062589 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1062598.875000 Penalty: 4520.513672
	Iteration 25Q: 3 clusters Score -1062599 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1062616.500000 Penalty: 4520.513672
	Iteration 26Q: 3 clusters Score -1062616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1062629.625000 Penalty: 4520.513672
	Iteration 27Q: 3 clusters Score -1062630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1062646.250000 Penalty: 4520.513672
	Iteration 28Q: 3 clusters Score -1062646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1062657.125000 Penalty: 4520.513672
	Iteration 29Q: 3 clusters Score -1062657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1062663.625000 Penalty: 4520.513672
	Iteration 30Q: 3 clusters Score -1062664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1062670.375000 Penalty: 4520.513672
	Iteration 31Q: 3 clusters Score -1062670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1062677.875000 Penalty: 4520.513672
	Iteration 32Q: 3 clusters Score -1062678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1062681.875000 Penalty: 4520.513672
	Iteration 33Q: 3 clusters Score -1062682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1062685.500000 Penalty: 4520.513672
	Iteration 34Q: 3 clusters Score -1062686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1062691.000000 Penalty: 4520.513672
	Iteration 35Q: 3 clusters Score -1062691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1062694.375000 Penalty: 4520.513672
	Iteration 36Q: 3 clusters Score -1062694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1062702.875000 Penalty: 4520.513672
	Iteration 37Q: 3 clusters Score -1062703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1062711.500000 Penalty: 4520.513672
	Iteration 38Q: 3 clusters Score -1062712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1062718.000000 Penalty: 4520.513672
	Iteration 39Q: 3 clusters Score -1062718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1062722.750000 Penalty: 4520.513672
	Iteration 40F: 3 clusters Score -1062723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1062726.250000 Penalty: 4520.513672
	Iteration 41Q: 3 clusters Score -1062726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1062726.750000 Penalty: 4520.513672
	Iteration 42Q: 3 clusters Score -1062727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1062731.750000 Penalty: 4520.513672
	Iteration 43Q: 3 clusters Score -1062732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1062732.000000 Penalty: 4520.513672
	Iteration 44Q: 3 clusters Score -1062732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1062733.125000 Penalty: 4520.513672
	Iteration 45Q: 3 clusters Score -1062733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1062738.250000 Penalty: 4520.513672
	Iteration 46Q: 3 clusters Score -1062738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1062740.750000 Penalty: 4520.513672
	Iteration 47Q: 3 clusters Score -1062741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1062745.375000 Penalty: 4520.513672
	Iteration 48Q: 3 clusters Score -1062745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1062750.125000 Penalty: 4520.513672
	Iteration 49Q: 3 clusters Score -1062750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1062757.000000 Penalty: 4520.513672
	Iteration 50Q: 3 clusters Score -1062757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1062764.625000 Penalty: 4520.513672
	Iteration 51Q: 3 clusters Score -1062765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1062767.125000 Penalty: 4520.513672
	Iteration 52Q: 3 clusters Score -1062767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1062770.625000 Penalty: 4520.513672
	Iteration 53Q: 3 clusters Score -1062771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1062773.750000 Penalty: 4520.513672
	Iteration 54Q: 3 clusters Score -1062774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1062778.000000 Penalty: 4520.513672
	Iteration 55Q: 3 clusters Score -1062778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1062780.750000 Penalty: 4520.513672
	Iteration 56Q: 3 clusters Score -1062781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1062785.250000 Penalty: 4520.513672
	Iteration 57Q: 3 clusters Score -1062785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1062784.875000 Penalty: 4520.513672
	Iteration 58Q: 3 clusters Score -1062785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1062789.375000 Penalty: 4520.513672
	Iteration 59Q: 3 clusters Score -1062789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1062793.000000 Penalty: 4520.513672
	Iteration 60F: 3 clusters Score -1062793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1062799.375000 Penalty: 4520.513672
	Iteration 61Q: 3 clusters Score -1062799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1062802.625000 Penalty: 4520.513672
	Iteration 62Q: 3 clusters Score -1062803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1062805.750000 Penalty: 4520.513672
	Iteration 63Q: 3 clusters Score -1062806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1062810.250000 Penalty: 4520.513672
	Iteration 64Q: 3 clusters Score -1062810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1062812.375000 Penalty: 4520.513672
	Iteration 65Q: 3 clusters Score -1062812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1062814.375000 Penalty: 4520.513672
	Iteration 66Q: 3 clusters Score -1062814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1062816.125000 Penalty: 4520.513672
	Iteration 67Q: 3 clusters Score -1062816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1062816.750000 Penalty: 4520.513672
	Iteration 68Q: 3 clusters Score -1062817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1062816.750000 Penalty: 4520.513672
	Iteration 69F: 3 clusters Score -1062817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -1193184.750000 Penalty: 2280.919189
	Iteration 0F: 2 clusters Score -1193185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1185512.125000 Penalty: 4561.838379
	Iteration 0F: 3 clusters Score -1185512 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1187854.000000 Penalty: 4561.838379
	Iteration 1F: 3 clusters Score -1187854 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1188373.250000 Penalty: 4561.838379
	Iteration 2F: 3 clusters Score -1188373 nChanged 725
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: -1188905.750000 Penalty: 4561.838379
	Iteration 3F: 3 clusters Score -1188906 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1189533.500000 Penalty: 4561.838379
	Iteration 4F: 3 clusters Score -1189534 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1190101.875000 Penalty: 4561.838379
	Iteration 5F: 3 clusters Score -1190102 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1190528.500000 Penalty: 4561.838379
	Iteration 6F: 3 clusters Score -1190528 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1190854.125000 Penalty: 4561.838379
	Iteration 7Q: 3 clusters Score -1190854 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1191099.000000 Penalty: 4561.838379
	Iteration 8Q: 3 clusters Score -1191099 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1191275.875000 Penalty: 4561.838379
	Iteration 9Q: 3 clusters Score -1191276 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1191424.125000 Penalty: 4561.838379
	Iteration 10Q: 3 clusters Score -1191424 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1191594.500000 Penalty: 4561.838379
	Iteration 11Q: 3 clusters Score -1191594 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1191779.875000 Penalty: 4561.838379
	Iteration 12Q: 3 clusters Score -1191780 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1191962.875000 Penalty: 4561.838379
	Iteration 13Q: 3 clusters Score -1191963 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1192112.000000 Penalty: 4561.838379
	Iteration 14Q: 3 clusters Score -1192112 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1192181.625000 Penalty: 4561.838379
	Iteration 15Q: 3 clusters Score -1192182 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1192214.250000 Penalty: 4561.838379
	Iteration 16Q: 3 clusters Score -1192214 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1192239.375000 Penalty: 4561.838379
	Iteration 17Q: 3 clusters Score -1192239 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1192248.625000 Penalty: 4561.838379
	Iteration 18Q: 3 clusters Score -1192249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1192253.750000 Penalty: 4561.838379
	Iteration 19Q: 3 clusters Score -1192254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1192263.750000 Penalty: 4561.838379
	Iteration 20F: 3 clusters Score -1192264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1192268.625000 Penalty: 4561.838379
	Iteration 21Q: 3 clusters Score -1192269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1192274.875000 Penalty: 4561.838379
	Iteration 22Q: 3 clusters Score -1192275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1192275.125000 Penalty: 4561.838379
	Iteration 23Q: 3 clusters Score -1192275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1192277.125000 Penalty: 4561.838379
	Iteration 24Q: 3 clusters Score -1192277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1192275.750000 Penalty: 4561.838379
	Iteration 25Q: 3 clusters Score -1192276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1192277.000000 Penalty: 4561.838379
	Iteration 26Q: 3 clusters Score -1192277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1192277.000000 Penalty: 4561.838379
	Iteration 27Q: 3 clusters Score -1192277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1192282.250000 Penalty: 4561.838379
	Iteration 28Q: 3 clusters Score -1192282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1192282.875000 Penalty: 4561.838379
	Iteration 29Q: 3 clusters Score -1192283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1192282.375000 Penalty: 4561.838379
	Iteration 30Q: 3 clusters Score -1192282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1192280.750000 Penalty: 4561.838379
	Iteration 31Q: 3 clusters Score -1192281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1192280.625000 Penalty: 4561.838379
	Iteration 32Q: 3 clusters Score -1192281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1192280.625000 Penalty: 4561.838379
	Iteration 33F: 3 clusters Score -1192281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Entering Unmasked Estep 
Score: -1432779.250000 Penalty: 2322.655762
	Iteration 0F: 2 clusters Score -1432779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1424073.250000 Penalty: 4645.311523
	Iteration 0F: 3 clusters Score -1424073 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1426929.375000 Penalty: 4645.311523
	Iteration 1F: 3 clusters Score -1426929 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1427500.750000 Penalty: 4645.311523
	Iteration 2F: 3 clusters Score -1427501 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1427967.125000 Penalty: 4645.311523
	Iteration 3F: 3 clusters Score -1427967 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1428368.000000 Penalty: 4645.311523
	Iteration 4F: 3 clusters Score -1428368 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1428779.125000 Penalty: 4645.311523
	Iteration 5F: 3 clusters Score -1428779 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1429224.875000 Penalty: 4645.311523
	Iteration 6F: 3 clusters Score -1429225 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1429753.250000 Penalty: 4645.311523
	Iteration 7F: 3 clusters Score -1429753 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1430271.250000 Penalty: 4645.311523
	Iteration 8F: 3 clusters Score -1430271 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1430730.125000 Penalty: 4645.311523
	Iteration 9Q: 3 clusters Score -1430730 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1431099.750000 Penalty: 4645.311523
	Iteration 10Q: 3 clusters Score -1431100 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1431346.125000 Penalty: 4645.311523
	Iteration 11Q: 3 clusters Score -1431346 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1431528.250000 Penalty: 4645.311523
	Iteration 12Q: 3 clusters Score -1431528 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1431658.500000 Penalty: 4645.311523
	Iteration 13Q: 3 clusters Score -1431658 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1431737.375000 Penalty: 4645.311523
	Iteration 14Q: 3 clusters Score -1431737 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1431798.750000 Penalty: 4645.311523
	Iteration 15Q: 3 clusters Score -1431799 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1431832.125000 Penalty: 4645.311523
	Iteration 16Q: 3 clusters Score -1431832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1431852.250000 Penalty: 4645.311523
	Iteration 17Q: 3 clusters Score -1431852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1431860.875000 Penalty: 4645.311523
	Iteration 18Q: 3 clusters Score -1431861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1431866.125000 Penalty: 4645.311523
	Iteration 19Q: 3 clusters Score -1431866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1431871.750000 Penalty: 4645.311523
	Iteration 20F: 3 clusters Score -1431872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1431876.375000 Penalty: 4645.311523
	Iteration 21Q: 3 clusters Score -1431876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1431880.125000 Penalty: 4645.311523
	Iteration 22Q: 3 clusters Score -1431880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1431882.500000 Penalty: 4645.311523
	Iteration 23Q: 3 clusters Score -1431882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1431886.375000 Penalty: 4645.311523
	Iteration 24Q: 3 clusters Score -1431886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1431894.500000 Penalty: 4645.311523
	Iteration 25Q: 3 clusters Score -1431894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1431894.000000 Penalty: 4645.311523
	Iteration 26Q: 3 clusters Score -1431894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1431896.875000 Penalty: 4645.311523
	Iteration 27Q: 3 clusters Score -1431897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1431899.000000 Penalty: 4645.311523
	Iteration 28Q: 3 clusters Score -1431899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1431897.250000 Penalty: 4645.311523
	Iteration 29Q: 3 clusters Score -1431897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1431897.250000 Penalty: 4645.311523
	Iteration 30F: 3 clusters Score -1431897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Entering Unmasked Estep 
Score: -3852604.000000 Penalty: 2566.458252
	Iteration 0F: 2 clusters Score -3852604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -3831339.750000 Penalty: 5132.916504
	Iteration 0F: 3 clusters Score -3831340 nChanged 14123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -3838992.250000 Penalty: 5132.916504
	Iteration 1F: 3 clusters Score -3838992 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -3839485.750000 Penalty: 5132.916504
	Iteration 2Q: 3 clusters Score -3839486 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -3839977.000000 Penalty: 5132.916504
	Iteration 3Q: 3 clusters Score -3839977 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -3840597.250000 Penalty: 5132.916504
	Iteration 4Q: 3 clusters Score -3840597 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -3841326.000000 Penalty: 5132.916504
	Iteration 5F: 3 clusters Score -3841326 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -3842211.000000 Penalty: 5132.916504
	Iteration 6F: 3 clusters Score -3842211 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -3843130.500000 Penalty: 5132.916504
	Iteration 7F: 3 clusters Score -3843130 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -3844084.250000 Penalty: 5132.916504
	Iteration 8F: 3 clusters Score -3844084 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -3844991.250000 Penalty: 5132.916504
	Iteration 9F: 3 clusters Score -3844991 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -3845863.500000 Penalty: 5132.916504
	Iteration 10Q: 3 clusters Score -3845864 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -3846737.000000 Penalty: 5132.916504
	Iteration 11Q: 3 clusters Score -3846737 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -3847571.250000 Penalty: 5132.916504
	Iteration 12Q: 3 clusters Score -3847571 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -3848256.500000 Penalty: 5132.916504
	Iteration 13Q: 3 clusters Score -3848256 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -3848815.500000 Penalty: 5132.916504
	Iteration 14Q: 3 clusters Score -3848816 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -3849272.250000 Penalty: 5132.916504
	Iteration 15Q: 3 clusters Score -3849272 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -3849626.250000 Penalty: 5132.916504
	Iteration 16Q: 3 clusters Score -3849626 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -3849906.000000 Penalty: 5132.916504
	Iteration 17Q: 3 clusters Score -3849906 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -3850077.750000 Penalty: 5132.916504
	Iteration 18Q: 3 clusters Score -3850078 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -3850201.250000 Penalty: 5132.916504
	Iteration 19Q: 3 clusters Score -3850201 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -3850271.500000 Penalty: 5132.916504
	Iteration 20F: 3 clusters Score -3850272 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -3850336.000000 Penalty: 5132.916504
	Iteration 21Q: 3 clusters Score -3850336 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -3850366.750000 Penalty: 5132.916504
	Iteration 22Q: 3 clusters Score -3850367 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -3850396.250000 Penalty: 5132.916504
	Iteration 23Q: 3 clusters Score -3850396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -3850410.250000 Penalty: 5132.916504
	Iteration 24Q: 3 clusters Score -3850410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -3850425.250000 Penalty: 5132.916504
	Iteration 25Q: 3 clusters Score -3850425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -3850435.250000 Penalty: 5132.916504
	Iteration 26Q: 3 clusters Score -3850435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -3850444.000000 Penalty: 5132.916504
	Iteration 27Q: 3 clusters Score -3850444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -3850446.500000 Penalty: 5132.916504
	Iteration 28Q: 3 clusters Score -3850446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -3850452.000000 Penalty: 5132.916504
	Iteration 29Q: 3 clusters Score -3850452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -3850449.500000 Penalty: 5132.916504
	Iteration 30Q: 3 clusters Score -3850450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -3850449.500000 Penalty: 5132.916504
	Iteration 31Q: 3 clusters Score -3850450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -3850450.750000 Penalty: 5132.916504
	Iteration 32Q: 3 clusters Score -3850451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -3850449.750000 Penalty: 5132.916504
	Iteration 33Q: 3 clusters Score -3850450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -3850452.750000 Penalty: 5132.916504
	Iteration 34Q: 3 clusters Score -3850453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -3850452.750000 Penalty: 5132.916504
	Iteration 35F: 3 clusters Score -3850453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Entering Unmasked Estep 
Score: -1327935.125000 Penalty: 2310.045654
	Iteration 0F: 2 clusters Score -1327935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1319631.875000 Penalty: 4620.091309
	Iteration 0F: 3 clusters Score -1319632 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1322066.375000 Penalty: 4620.091309
	Iteration 1F: 3 clusters Score -1322066 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1322348.500000 Penalty: 4620.091309
	Iteration 2F: 3 clusters Score -1322348 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1322601.375000 Penalty: 4620.091309
	Iteration 3Q: 3 clusters Score -1322601 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1322889.375000 Penalty: 4620.091309
	Iteration 4Q: 3 clusters Score -1322889 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1323232.375000 Penalty: 4620.091309
	Iteration 5Q: 3 clusters Score -1323232 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1323595.000000 Penalty: 4620.091309
	Iteration 6F: 3 clusters Score -1323595 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1324000.750000 Penalty: 4620.091309
	Iteration 7F: 3 clusters Score -1324001 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1324417.000000 Penalty: 4620.091309
	Iteration 8F: 3 clusters Score -1324417 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1324807.125000 Penalty: 4620.091309
	Iteration 9F: 3 clusters Score -1324807 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1325142.875000 Penalty: 4620.091309
	Iteration 10Q: 3 clusters Score -1325143 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1325395.875000 Penalty: 4620.091309
	Iteration 11Q: 3 clusters Score -1325396 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1325617.125000 Penalty: 4620.091309
	Iteration 12Q: 3 clusters Score -1325617 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1325818.250000 Penalty: 4620.091309
	Iteration 13Q: 3 clusters Score -1325818 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1325950.875000 Penalty: 4620.091309
	Iteration 14Q: 3 clusters Score -1325951 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1326051.750000 Penalty: 4620.091309
	Iteration 15Q: 3 clusters Score -1326052 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1326158.125000 Penalty: 4620.091309
	Iteration 16Q: 3 clusters Score -1326158 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1326272.375000 Penalty: 4620.091309
	Iteration 17Q: 3 clusters Score -1326272 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1326364.250000 Penalty: 4620.091309
	Iteration 18Q: 3 clusters Score -1326364 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1326447.250000 Penalty: 4620.091309
	Iteration 19Q: 3 clusters Score -1326447 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1326513.625000 Penalty: 4620.091309
	Iteration 20F: 3 clusters Score -1326514 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1326563.375000 Penalty: 4620.091309
	Iteration 21Q: 3 clusters Score -1326563 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1326596.375000 Penalty: 4620.091309
	Iteration 22Q: 3 clusters Score -1326596 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1326609.500000 Penalty: 4620.091309
	Iteration 23Q: 3 clusters Score -1326610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1326619.875000 Penalty: 4620.091309
	Iteration 24Q: 3 clusters Score -1326620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1326629.125000 Penalty: 4620.091309
	Iteration 25Q: 3 clusters Score -1326629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1326633.875000 Penalty: 4620.091309
	Iteration 26Q: 3 clusters Score -1326634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1326638.375000 Penalty: 4620.091309
	Iteration 27Q: 3 clusters Score -1326638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1326642.625000 Penalty: 4620.091309
	Iteration 28Q: 3 clusters Score -1326643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1326641.750000 Penalty: 4620.091309
	Iteration 29Q: 3 clusters Score -1326642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1326645.250000 Penalty: 4620.091309
	Iteration 30Q: 3 clusters Score -1326645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1326644.875000 Penalty: 4620.091309
	Iteration 31Q: 3 clusters Score -1326645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1326647.375000 Penalty: 4620.091309
	Iteration 32Q: 3 clusters Score -1326647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1326648.125000 Penalty: 4620.091309
	Iteration 33Q: 3 clusters Score -1326648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1326649.375000 Penalty: 4620.091309
	Iteration 34Q: 3 clusters Score -1326649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1326651.500000 Penalty: 4620.091309
	Iteration 35Q: 3 clusters Score -1326652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1326650.125000 Penalty: 4620.091309
	Iteration 36Q: 3 clusters Score -1326650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1326650.875000 Penalty: 4620.091309
	Iteration 37Q: 3 clusters Score -1326651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1326651.875000 Penalty: 4620.091309
	Iteration 38Q: 3 clusters Score -1326652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1326650.875000 Penalty: 4620.091309
	Iteration 39Q: 3 clusters Score -1326651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1326650.875000 Penalty: 4620.091309
	Iteration 40F: 3 clusters Score -1326651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Entering Unmasked Estep 
Score: -3268916.000000 Penalty: 2527.682861
	Iteration 0F: 2 clusters Score -3268916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3250545.750000 Penalty: 5055.365723
	Iteration 0F: 3 clusters Score -3250546 nChanged 11905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3256914.750000 Penalty: 5055.365723
	Iteration 1F: 3 clusters Score -3256915 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -3257470.000000 Penalty: 5055.365723
	Iteration 2F: 3 clusters Score -3257470 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -3258008.000000 Penalty: 5055.365723
	Iteration 3Q: 3 clusters Score -3258008 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -3258555.000000 Penalty: 5055.365723
	Iteration 4Q: 3 clusters Score -3258555 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -3259216.000000 Penalty: 5055.365723
	Iteration 5Q: 3 clusters Score -3259216 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -3260018.250000 Penalty: 5055.365723
	Iteration 6F: 3 clusters Score -3260018 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -3261004.250000 Penalty: 5055.365723
	Iteration 7F: 3 clusters Score -3261004 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -3262082.750000 Penalty: 5055.365723
	Iteration 8F: 3 clusters Score -3262083 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -3263216.500000 Penalty: 5055.365723
	Iteration 9F: 3 clusters Score -3263216 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -3264269.500000 Penalty: 5055.365723
	Iteration 10F: 3 clusters Score -3264270 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -3265160.250000 Penalty: 5055.365723
	Iteration 11Q: 3 clusters Score -3265160 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3265781.750000 Penalty: 5055.365723
	Iteration 12Q: 3 clusters Score -3265782 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -3266200.750000 Penalty: 5055.365723
	Iteration 13Q: 3 clusters Score -3266201 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -3266489.250000 Penalty: 5055.365723
	Iteration 14Q: 3 clusters Score -3266489 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -3266697.250000 Penalty: 5055.365723
	Iteration 15Q: 3 clusters Score -3266697 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -3266800.500000 Penalty: 5055.365723
	Iteration 16Q: 3 clusters Score -3266800 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -3266879.000000 Penalty: 5055.365723
	Iteration 17Q: 3 clusters Score -3266879 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -3266915.000000 Penalty: 5055.365723
	Iteration 18Q: 3 clusters Score -3266915 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -3266942.250000 Penalty: 5055.365723
	Iteration 19Q: 3 clusters Score -3266942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -3266961.250000 Penalty: 5055.365723
	Iteration 20F: 3 clusters Score -3266961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -3266974.500000 Penalty: 5055.365723
	Iteration 21Q: 3 clusters Score -3266974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -3266982.500000 Penalty: 5055.365723
	Iteration 22Q: 3 clusters Score -3266982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -3266990.750000 Penalty: 5055.365723
	Iteration 23Q: 3 clusters Score -3266991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3266996.000000 Penalty: 5055.365723
	Iteration 24Q: 3 clusters Score -3266996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -3266999.750000 Penalty: 5055.365723
	Iteration 25Q: 3 clusters Score -3267000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -3267008.500000 Penalty: 5055.365723
	Iteration 26Q: 3 clusters Score -3267008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -3267008.000000 Penalty: 5055.365723
	Iteration 27Q: 3 clusters Score -3267008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -3267008.250000 Penalty: 5055.365723
	Iteration 28Q: 3 clusters Score -3267008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -3267019.500000 Penalty: 5055.365723
	Iteration 29Q: 3 clusters Score -3267020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -3267018.750000 Penalty: 5055.365723
	Iteration 30Q: 3 clusters Score -3267019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3267026.500000 Penalty: 5055.365723
	Iteration 31Q: 3 clusters Score -3267026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -3267030.000000 Penalty: 5055.365723
	Iteration 32Q: 3 clusters Score -3267030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -3267030.250000 Penalty: 5055.365723
	Iteration 33Q: 3 clusters Score -3267030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -3267031.000000 Penalty: 5055.365723
	Iteration 34Q: 3 clusters Score -3267031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -3267031.000000 Penalty: 5055.365723
	Iteration 35F: 3 clusters Score -3267031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (231062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231062 members 
Entering Unmasked Estep 
Score: -28199112.000000 Penalty: 3062.909424
	Iteration 0F: 2 clusters Score -2.819911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115416 members 
Mstep: Class 2 contains 115646 members 
Entering Unmasked Estep 
Score: -28047340.000000 Penalty: 6125.818848
	Iteration 0F: 3 clusters Score -2.804734e+07 nChanged 111250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114882 members 
Mstep: Class 2 contains 116180 members 
Entering Unmasked Estep 
Score: -28112588.000000 Penalty: 6125.818848
	Iteration 1F: 3 clusters Score -2.811259e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114914 members 
Mstep: Class 2 contains 116148 members 
Entering Unmasked Estep 
Score: -28113698.000000 Penalty: 6125.818848
	Iteration 2Q: 3 clusters Score -2.81137e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115278 members 
Mstep: Class 2 contains 115784 members 
Entering Unmasked Estep 
Score: -28115236.000000 Penalty: 6125.818848
	Iteration 3Q: 3 clusters Score -2.811524e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116095 members 
Mstep: Class 2 contains 114967 members 
Entering Unmasked Estep 
Score: -28117210.000000 Penalty: 6125.818848
	Iteration 4Q: 3 clusters Score -2.811721e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117575 members 
Mstep: Class 2 contains 113487 members 
Entering Unmasked Estep 
Score: -28120188.000000 Penalty: 6125.818848
	Iteration 5Q: 3 clusters Score -2.812019e+07 nChanged 10781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119774 members 
Mstep: Class 2 contains 111288 members 
Entering Unmasked Estep 
Score: -28124540.000000 Penalty: 6125.818848
	Iteration 6Q: 3 clusters Score -2.812454e+07 nChanged 12065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122545 members 
Mstep: Class 2 contains 108517 members 
Entering Unmasked Estep 
Score: -28129680.000000 Penalty: 6125.818848
	Iteration 7F: 3 clusters Score -2.812968e+07 nChanged 12563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125420 members 
Mstep: Class 2 contains 105642 members 
Entering Unmasked Estep 
Score: -28135316.000000 Penalty: 6125.818848
	Iteration 8F: 3 clusters Score -2.813532e+07 nChanged 12205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128281 members 
Mstep: Class 2 contains 102781 members 
Entering Unmasked Estep 
Score: -28140116.000000 Penalty: 6125.818848
	Iteration 9F: 3 clusters Score -2.814012e+07 nChanged 11017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130628 members 
Mstep: Class 2 contains 100434 members 
Entering Unmasked Estep 
Score: -28144036.000000 Penalty: 6125.818848
	Iteration 10Q: 3 clusters Score -2.814404e+07 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132391 members 
Mstep: Class 2 contains 98671 members 
Entering Unmasked Estep 
Score: -28147026.000000 Penalty: 6125.818848
	Iteration 11Q: 3 clusters Score -2.814703e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133624 members 
Mstep: Class 2 contains 97438 members 
Entering Unmasked Estep 
Score: -28148898.000000 Penalty: 6125.818848
	Iteration 12Q: 3 clusters Score -2.81489e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134583 members 
Mstep: Class 2 contains 96479 members 
Entering Unmasked Estep 
Score: -28150418.000000 Penalty: 6125.818848
	Iteration 13Q: 3 clusters Score -2.815042e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135284 members 
Mstep: Class 2 contains 95778 members 
Entering Unmasked Estep 
Score: -28151250.000000 Penalty: 6125.818848
	Iteration 14Q: 3 clusters Score -2.815125e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135768 members 
Mstep: Class 2 contains 95294 members 
Entering Unmasked Estep 
Score: -28151984.000000 Penalty: 6125.818848
	Iteration 15Q: 3 clusters Score -2.815198e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136220 members 
Mstep: Class 2 contains 94842 members 
Entering Unmasked Estep 
Score: -28152364.000000 Penalty: 6125.818848
	Iteration 16Q: 3 clusters Score -2.815236e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136529 members 
Mstep: Class 2 contains 94533 members 
Entering Unmasked Estep 
Score: -28152722.000000 Penalty: 6125.818848
	Iteration 17Q: 3 clusters Score -2.815272e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136831 members 
Mstep: Class 2 contains 94231 members 
Entering Unmasked Estep 
Score: -28152780.000000 Penalty: 6125.818848
	Iteration 18Q: 3 clusters Score -2.815278e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137130 members 
Mstep: Class 2 contains 93932 members 
Entering Unmasked Estep 
Score: -28153074.000000 Penalty: 6125.818848
	Iteration 19Q: 3 clusters Score -2.815307e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137503 members 
Mstep: Class 2 contains 93559 members 
Entering Unmasked Estep 
Score: -28153236.000000 Penalty: 6125.818848
	Iteration 20F: 3 clusters Score -2.815324e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137907 members 
Mstep: Class 2 contains 93155 members 
Entering Unmasked Estep 
Score: -28153240.000000 Penalty: 6125.818848
	Iteration 21Q: 3 clusters Score -2.815324e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138353 members 
Mstep: Class 2 contains 92709 members 
Entering Unmasked Estep 
Score: -28153342.000000 Penalty: 6125.818848
	Iteration 22Q: 3 clusters Score -2.815334e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138875 members 
Mstep: Class 2 contains 92187 members 
Entering Unmasked Estep 
Score: -28153340.000000 Penalty: 6125.818848
	Iteration 23Q: 3 clusters Score -2.815334e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139438 members 
Mstep: Class 2 contains 91624 members 
Entering Unmasked Estep 
Score: -28153480.000000 Penalty: 6125.818848
	Iteration 24Q: 3 clusters Score -2.815348e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140062 members 
Mstep: Class 2 contains 91000 members 
Entering Unmasked Estep 
Score: -28153536.000000 Penalty: 6125.818848
	Iteration 25Q: 3 clusters Score -2.815354e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140820 members 
Mstep: Class 2 contains 90242 members 
Entering Unmasked Estep 
Score: -28153568.000000 Penalty: 6125.818848
	Iteration 26Q: 3 clusters Score -2.815357e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141712 members 
Mstep: Class 2 contains 89350 members 
Entering Unmasked Estep 
Score: -28153696.000000 Penalty: 6125.818848
	Iteration 27Q: 3 clusters Score -2.81537e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142777 members 
Mstep: Class 2 contains 88285 members 
Entering Unmasked Estep 
Score: -28153794.000000 Penalty: 6125.818848
	Iteration 28Q: 3 clusters Score -2.815379e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144060 members 
Mstep: Class 2 contains 87002 members 
Entering Unmasked Estep 
Score: -28153874.000000 Penalty: 6125.818848
	Iteration 29Q: 3 clusters Score -2.815387e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145651 members 
Mstep: Class 2 contains 85411 members 
Entering Unmasked Estep 
Score: -28154018.000000 Penalty: 6125.818848
	Iteration 30Q: 3 clusters Score -2.815402e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147555 members 
Mstep: Class 2 contains 83507 members 
Entering Unmasked Estep 
Score: -28154210.000000 Penalty: 6125.818848
	Iteration 31Q: 3 clusters Score -2.815421e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149921 members 
Mstep: Class 2 contains 81141 members 
Entering Unmasked Estep 
Score: -28154556.000000 Penalty: 6125.818848
	Iteration 32Q: 3 clusters Score -2.815456e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152834 members 
Mstep: Class 2 contains 78228 members 
Entering Unmasked Estep 
Score: -28154952.000000 Penalty: 6125.818848
	Iteration 33Q: 3 clusters Score -2.815495e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156454 members 
Mstep: Class 2 contains 74608 members 
Entering Unmasked Estep 
Score: -28155424.000000 Penalty: 6125.818848
	Iteration 34Q: 3 clusters Score -2.815542e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160925 members 
Mstep: Class 2 contains 70137 members 
Entering Unmasked Estep 
Score: -28156532.000000 Penalty: 6125.818848
	Iteration 35Q: 3 clusters Score -2.815653e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166371 members 
Mstep: Class 2 contains 64691 members 
Entering Unmasked Estep 
Score: -28157924.000000 Penalty: 6125.818848
	Iteration 36Q: 3 clusters Score -2.815792e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172833 members 
Mstep: Class 2 contains 58229 members 
Entering Unmasked Estep 
Score: -28159880.000000 Penalty: 6125.818848
	Iteration 37Q: 3 clusters Score -2.815988e+07 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180498 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
Score: -28163030.000000 Penalty: 6125.818848
	Iteration 38Q: 3 clusters Score -2.816303e+07 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189034 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -28167162.000000 Penalty: 6125.818848
	Iteration 39Q: 3 clusters Score -2.816716e+07 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197963 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -28171936.000000 Penalty: 6125.818848
	Iteration 40F: 3 clusters Score -2.817194e+07 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206696 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -28177790.000000 Penalty: 6125.818848
	Iteration 41Q: 3 clusters Score -2.817779e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214415 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -28183154.000000 Penalty: 6125.818848
	Iteration 42Q: 3 clusters Score -2.818315e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220513 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -28187748.000000 Penalty: 6125.818848
	Iteration 43Q: 3 clusters Score -2.818775e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224759 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -28191332.000000 Penalty: 6125.818848
	Iteration 44Q: 3 clusters Score -2.819133e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227542 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -28193616.000000 Penalty: 6125.818848
	Iteration 45Q: 3 clusters Score -2.819362e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229092 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -28195018.000000 Penalty: 6125.818848
	Iteration 46Q: 3 clusters Score -2.819502e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229837 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -28195672.000000 Penalty: 6125.818848
	Iteration 47Q: 3 clusters Score -2.819567e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230200 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -28196016.000000 Penalty: 6125.818848
	Iteration 48Q: 3 clusters Score -2.819602e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230372 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -28196104.000000 Penalty: 6125.818848
	Iteration 49Q: 3 clusters Score -2.81961e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230474 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -28196178.000000 Penalty: 6125.818848
	Iteration 50Q: 3 clusters Score -2.819618e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230519 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -28196252.000000 Penalty: 6125.818848
	Iteration 51Q: 3 clusters Score -2.819625e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230549 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -28196292.000000 Penalty: 6125.818848
	Iteration 52Q: 3 clusters Score -2.819629e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230574 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -28196342.000000 Penalty: 6125.818848
	Iteration 53Q: 3 clusters Score -2.819634e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230588 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -28196364.000000 Penalty: 6125.818848
	Iteration 54Q: 3 clusters Score -2.819636e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230599 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -28196394.000000 Penalty: 6125.818848
	Iteration 55Q: 3 clusters Score -2.819639e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230610 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -28196410.000000 Penalty: 6125.818848
	Iteration 56Q: 3 clusters Score -2.819641e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230617 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -28196422.000000 Penalty: 6125.818848
	Iteration 57Q: 3 clusters Score -2.819642e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230627 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -28196436.000000 Penalty: 6125.818848
	Iteration 58Q: 3 clusters Score -2.819644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230636 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -28196432.000000 Penalty: 6125.818848
	Iteration 59Q: 3 clusters Score -2.819643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230642 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -28196428.000000 Penalty: 6125.818848
	Iteration 60F: 3 clusters Score -2.819643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230648 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -28196424.000000 Penalty: 6125.818848
	Iteration 61Q: 3 clusters Score -2.819642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230651 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -28196438.000000 Penalty: 6125.818848
	Iteration 62Q: 3 clusters Score -2.819644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230651 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -28196438.000000 Penalty: 6125.818848
	Iteration 63F: 3 clusters Score -2.819644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -43241.019531 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -43241.02 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 168 members 
Entering Unmasked Estep 
Score: -41835.171875 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -41835.17 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41965.695312 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -41965.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41997.269531 Penalty: 2933.097656
	Iteration 2Q: 3 clusters Score -41997.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42005.964844 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -42005.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42013.371094 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -42013.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42030.695312 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -42030.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42040.898438 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -42040.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42052.390625 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -42052.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42057.410156 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -42057.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42057.410156 Penalty: 2933.097656
	Iteration 9F: 3 clusters Score -42057.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (55046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55046 members 
Entering Unmasked Estep 
Score: -6588683.000000 Penalty: 2707.149170
	Iteration 0F: 2 clusters Score -6588683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -6551337.000000 Penalty: 5414.298340
	Iteration 0F: 3 clusters Score -6551337 nChanged 25673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -6565734.000000 Penalty: 5414.298340
	Iteration 1F: 3 clusters Score -6565734 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -6566407.500000 Penalty: 5414.298340
	Iteration 2Q: 3 clusters Score -6566408 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -6567026.000000 Penalty: 5414.298340
	Iteration 3Q: 3 clusters Score -6567026 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -6567691.000000 Penalty: 5414.298340
	Iteration 4Q: 3 clusters Score -6567691 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -6568232.500000 Penalty: 5414.298340
	Iteration 5Q: 3 clusters Score -6568232 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -6568828.000000 Penalty: 5414.298340
	Iteration 6Q: 3 clusters Score -6568828 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -6569436.000000 Penalty: 5414.298340
	Iteration 7Q: 3 clusters Score -6569436 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -6570090.000000 Penalty: 5414.298340
	Iteration 8Q: 3 clusters Score -6570090 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -6570832.000000 Penalty: 5414.298340
	Iteration 9Q: 3 clusters Score -6570832 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -6571789.500000 Penalty: 5414.298340
	Iteration 10Q: 3 clusters Score -6571790 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -6572981.000000 Penalty: 5414.298340
	Iteration 11Q: 3 clusters Score -6572981 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -6574469.500000 Penalty: 5414.298340
	Iteration 12Q: 3 clusters Score -6574470 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -6576039.000000 Penalty: 5414.298340
	Iteration 13Q: 3 clusters Score -6576039 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -6577495.500000 Penalty: 5414.298340
	Iteration 14Q: 3 clusters Score -6577496 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -6578902.500000 Penalty: 5414.298340
	Iteration 15Q: 3 clusters Score -6578902 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -6580315.500000 Penalty: 5414.298340
	Iteration 16Q: 3 clusters Score -6580316 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -6581650.000000 Penalty: 5414.298340
	Iteration 17Q: 3 clusters Score -6581650 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -6582905.000000 Penalty: 5414.298340
	Iteration 18Q: 3 clusters Score -6582905 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -6584057.000000 Penalty: 5414.298340
	Iteration 19Q: 3 clusters Score -6584057 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -6585071.000000 Penalty: 5414.298340
	Iteration 20F: 3 clusters Score -6585071 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51336 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -6585847.500000 Penalty: 5414.298340
	Iteration 21Q: 3 clusters Score -6585848 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52067 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -6586425.000000 Penalty: 5414.298340
	Iteration 22Q: 3 clusters Score -6586425 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52633 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -6586924.000000 Penalty: 5414.298340
	Iteration 23Q: 3 clusters Score -6586924 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52999 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -6587182.000000 Penalty: 5414.298340
	Iteration 24Q: 3 clusters Score -6587182 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53253 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6587400.500000 Penalty: 5414.298340
	Iteration 25Q: 3 clusters Score -6587400 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53440 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6587556.500000 Penalty: 5414.298340
	Iteration 26Q: 3 clusters Score -6587556 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53586 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6587648.500000 Penalty: 5414.298340
	Iteration 27Q: 3 clusters Score -6587648 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53688 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6587708.500000 Penalty: 5414.298340
	Iteration 28Q: 3 clusters Score -6587708 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53769 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6587767.500000 Penalty: 5414.298340
	Iteration 29Q: 3 clusters Score -6587768 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53835 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -6587817.000000 Penalty: 5414.298340
	Iteration 30Q: 3 clusters Score -6587817 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53879 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6587840.500000 Penalty: 5414.298340
	Iteration 31Q: 3 clusters Score -6587840 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6587856.500000 Penalty: 5414.298340
	Iteration 32Q: 3 clusters Score -6587856 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6587875.000000 Penalty: 5414.298340
	Iteration 33Q: 3 clusters Score -6587875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6587888.500000 Penalty: 5414.298340
	Iteration 34Q: 3 clusters Score -6587888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6587897.000000 Penalty: 5414.298340
	Iteration 35Q: 3 clusters Score -6587897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6587925.500000 Penalty: 5414.298340
	Iteration 36Q: 3 clusters Score -6587926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53998 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6587926.500000 Penalty: 5414.298340
	Iteration 37Q: 3 clusters Score -6587926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54003 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6587924.000000 Penalty: 5414.298340
	Iteration 38Q: 3 clusters Score -6587924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54007 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6587928.500000 Penalty: 5414.298340
	Iteration 39Q: 3 clusters Score -6587928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54014 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6587933.500000 Penalty: 5414.298340
	Iteration 40F: 3 clusters Score -6587934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54020 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6587935.000000 Penalty: 5414.298340
	Iteration 41Q: 3 clusters Score -6587935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6587941.500000 Penalty: 5414.298340
	Iteration 42Q: 3 clusters Score -6587942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6587941.500000 Penalty: 5414.298340
	Iteration 43F: 3 clusters Score -6587942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Entering Unmasked Estep 
Score: -2068640.625000 Penalty: 2407.105957
	Iteration 0F: 2 clusters Score -2068641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2056789.375000 Penalty: 4814.211914
	Iteration 0F: 3 clusters Score -2056789 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2060559.750000 Penalty: 4814.211914
	Iteration 1F: 3 clusters Score -2060560 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2060900.250000 Penalty: 4814.211914
	Iteration 2F: 3 clusters Score -2060900 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2061165.875000 Penalty: 4814.211914
	Iteration 3Q: 3 clusters Score -2061166 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2061410.875000 Penalty: 4814.211914
	Iteration 4Q: 3 clusters Score -2061411 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2061608.125000 Penalty: 4814.211914
	Iteration 5Q: 3 clusters Score -2061608 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2061856.000000 Penalty: 4814.211914
	Iteration 6Q: 3 clusters Score -2061856 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2062153.000000 Penalty: 4814.211914
	Iteration 7Q: 3 clusters Score -2062153 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2062475.000000 Penalty: 4814.211914
	Iteration 8Q: 3 clusters Score -2062475 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2062868.625000 Penalty: 4814.211914
	Iteration 9Q: 3 clusters Score -2062869 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2063324.500000 Penalty: 4814.211914
	Iteration 10Q: 3 clusters Score -2063324 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2063844.750000 Penalty: 4814.211914
	Iteration 11Q: 3 clusters Score -2063845 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2064363.125000 Penalty: 4814.211914
	Iteration 12Q: 3 clusters Score -2064363 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2064803.125000 Penalty: 4814.211914
	Iteration 13Q: 3 clusters Score -2064803 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2065168.000000 Penalty: 4814.211914
	Iteration 14Q: 3 clusters Score -2065168 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2065402.250000 Penalty: 4814.211914
	Iteration 15Q: 3 clusters Score -2065402 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2065585.875000 Penalty: 4814.211914
	Iteration 16Q: 3 clusters Score -2065586 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2065702.625000 Penalty: 4814.211914
	Iteration 17Q: 3 clusters Score -2065703 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2065794.500000 Penalty: 4814.211914
	Iteration 18Q: 3 clusters Score -2065794 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2065864.625000 Penalty: 4814.211914
	Iteration 19Q: 3 clusters Score -2065865 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2065909.500000 Penalty: 4814.211914
	Iteration 20F: 3 clusters Score -2065910 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2065949.875000 Penalty: 4814.211914
	Iteration 21Q: 3 clusters Score -2065950 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2065977.125000 Penalty: 4814.211914
	Iteration 22Q: 3 clusters Score -2065977 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2066004.250000 Penalty: 4814.211914
	Iteration 23Q: 3 clusters Score -2066004 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2066023.000000 Penalty: 4814.211914
	Iteration 24Q: 3 clusters Score -2066023 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2066044.125000 Penalty: 4814.211914
	Iteration 25Q: 3 clusters Score -2066044 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2066059.000000 Penalty: 4814.211914
	Iteration 26Q: 3 clusters Score -2066059 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2066069.875000 Penalty: 4814.211914
	Iteration 27Q: 3 clusters Score -2066070 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2066083.000000 Penalty: 4814.211914
	Iteration 28Q: 3 clusters Score -2066083 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2066101.250000 Penalty: 4814.211914
	Iteration 29Q: 3 clusters Score -2066101 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2066105.625000 Penalty: 4814.211914
	Iteration 30Q: 3 clusters Score -2066106 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2066114.750000 Penalty: 4814.211914
	Iteration 31Q: 3 clusters Score -2066115 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2066118.250000 Penalty: 4814.211914
	Iteration 32Q: 3 clusters Score -2066118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2066123.625000 Penalty: 4814.211914
	Iteration 33Q: 3 clusters Score -2066124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2066125.875000 Penalty: 4814.211914
	Iteration 34Q: 3 clusters Score -2066126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2066136.500000 Penalty: 4814.211914
	Iteration 35Q: 3 clusters Score -2066136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2066142.625000 Penalty: 4814.211914
	Iteration 36Q: 3 clusters Score -2066143 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2066156.625000 Penalty: 4814.211914
	Iteration 37Q: 3 clusters Score -2066157 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2066162.375000 Penalty: 4814.211914
	Iteration 38Q: 3 clusters Score -2066162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2066172.125000 Penalty: 4814.211914
	Iteration 39Q: 3 clusters Score -2066172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2066171.750000 Penalty: 4814.211914
	Iteration 40F: 3 clusters Score -2066172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2066180.375000 Penalty: 4814.211914
	Iteration 41Q: 3 clusters Score -2066180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2066186.875000 Penalty: 4814.211914
	Iteration 42Q: 3 clusters Score -2066187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2066198.750000 Penalty: 4814.211914
	Iteration 43Q: 3 clusters Score -2066199 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2066201.750000 Penalty: 4814.211914
	Iteration 44Q: 3 clusters Score -2066202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2066202.500000 Penalty: 4814.211914
	Iteration 45Q: 3 clusters Score -2066202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2066215.375000 Penalty: 4814.211914
	Iteration 46Q: 3 clusters Score -2066215 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2066220.125000 Penalty: 4814.211914
	Iteration 47Q: 3 clusters Score -2066220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2066226.500000 Penalty: 4814.211914
	Iteration 48Q: 3 clusters Score -2066226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2066233.750000 Penalty: 4814.211914
	Iteration 49Q: 3 clusters Score -2066234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2066233.625000 Penalty: 4814.211914
	Iteration 50Q: 3 clusters Score -2066234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2066247.500000 Penalty: 4814.211914
	Iteration 51Q: 3 clusters Score -2066248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2066260.625000 Penalty: 4814.211914
	Iteration 52Q: 3 clusters Score -2066261 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2066276.125000 Penalty: 4814.211914
	Iteration 53Q: 3 clusters Score -2066276 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2066281.750000 Penalty: 4814.211914
	Iteration 54Q: 3 clusters Score -2066282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2066287.625000 Penalty: 4814.211914
	Iteration 55Q: 3 clusters Score -2066288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2066294.125000 Penalty: 4814.211914
	Iteration 56Q: 3 clusters Score -2066294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2066303.375000 Penalty: 4814.211914
	Iteration 57Q: 3 clusters Score -2066303 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2066310.375000 Penalty: 4814.211914
	Iteration 58Q: 3 clusters Score -2066310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2066312.000000 Penalty: 4814.211914
	Iteration 59Q: 3 clusters Score -2066312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2066312.375000 Penalty: 4814.211914
	Iteration 60F: 3 clusters Score -2066312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2066321.500000 Penalty: 4814.211914
	Iteration 61Q: 3 clusters Score -2066322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2066331.750000 Penalty: 4814.211914
	Iteration 62Q: 3 clusters Score -2066332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2066328.625000 Penalty: 4814.211914
	Iteration 63Q: 3 clusters Score -2066329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2066335.125000 Penalty: 4814.211914
	Iteration 64Q: 3 clusters Score -2066335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2066339.875000 Penalty: 4814.211914
	Iteration 65Q: 3 clusters Score -2066340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2066342.000000 Penalty: 4814.211914
	Iteration 66Q: 3 clusters Score -2066342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2066345.625000 Penalty: 4814.211914
	Iteration 67Q: 3 clusters Score -2066346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2066350.125000 Penalty: 4814.211914
	Iteration 68Q: 3 clusters Score -2066350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2066346.125000 Penalty: 4814.211914
	Iteration 69Q: 3 clusters Score -2066346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2066346.625000 Penalty: 4814.211914
	Iteration 70Q: 3 clusters Score -2066347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2066344.375000 Penalty: 4814.211914
	Iteration 71Q: 3 clusters Score -2066344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2066347.375000 Penalty: 4814.211914
	Iteration 72Q: 3 clusters Score -2066347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2066348.500000 Penalty: 4814.211914
	Iteration 73Q: 3 clusters Score -2066348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2066349.000000 Penalty: 4814.211914
	Iteration 74Q: 3 clusters Score -2066349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2066352.250000 Penalty: 4814.211914
	Iteration 75Q: 3 clusters Score -2066352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2066352.375000 Penalty: 4814.211914
	Iteration 76Q: 3 clusters Score -2066352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2066359.625000 Penalty: 4814.211914
	Iteration 77Q: 3 clusters Score -2066360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2066363.250000 Penalty: 4814.211914
	Iteration 78Q: 3 clusters Score -2066363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2066368.500000 Penalty: 4814.211914
	Iteration 79Q: 3 clusters Score -2066368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2066373.625000 Penalty: 4814.211914
	Iteration 80F: 3 clusters Score -2066374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2066384.875000 Penalty: 4814.211914
	Iteration 81Q: 3 clusters Score -2066385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2066382.250000 Penalty: 4814.211914
	Iteration 82Q: 3 clusters Score -2066382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2066394.125000 Penalty: 4814.211914
	Iteration 83Q: 3 clusters Score -2066394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2066400.750000 Penalty: 4814.211914
	Iteration 84Q: 3 clusters Score -2066401 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2066405.125000 Penalty: 4814.211914
	Iteration 85Q: 3 clusters Score -2066405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2066413.875000 Penalty: 4814.211914
	Iteration 86Q: 3 clusters Score -2066414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2066417.750000 Penalty: 4814.211914
	Iteration 87Q: 3 clusters Score -2066418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2066423.500000 Penalty: 4814.211914
	Iteration 88Q: 3 clusters Score -2066424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2066428.375000 Penalty: 4814.211914
	Iteration 89Q: 3 clusters Score -2066428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2066437.000000 Penalty: 4814.211914
	Iteration 90Q: 3 clusters Score -2066437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2066436.625000 Penalty: 4814.211914
	Iteration 91Q: 3 clusters Score -2066437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2066438.875000 Penalty: 4814.211914
	Iteration 92Q: 3 clusters Score -2066439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2066442.250000 Penalty: 4814.211914
	Iteration 93Q: 3 clusters Score -2066442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2066445.125000 Penalty: 4814.211914
	Iteration 94Q: 3 clusters Score -2066445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2066446.875000 Penalty: 4814.211914
	Iteration 95Q: 3 clusters Score -2066447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2066448.875000 Penalty: 4814.211914
	Iteration 96Q: 3 clusters Score -2066449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2066449.250000 Penalty: 4814.211914
	Iteration 97Q: 3 clusters Score -2066449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2066453.500000 Penalty: 4814.211914
	Iteration 98Q: 3 clusters Score -2066454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2066452.625000 Penalty: 4814.211914
	Iteration 99Q: 3 clusters Score -2066453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2066455.750000 Penalty: 4814.211914
	Iteration 100F: 3 clusters Score -2066456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2066457.375000 Penalty: 4814.211914
	Iteration 101Q: 3 clusters Score -2066457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2066463.250000 Penalty: 4814.211914
	Iteration 102Q: 3 clusters Score -2066463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2066468.000000 Penalty: 4814.211914
	Iteration 103Q: 3 clusters Score -2066468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2066470.250000 Penalty: 4814.211914
	Iteration 104Q: 3 clusters Score -2066470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2066477.375000 Penalty: 4814.211914
	Iteration 105Q: 3 clusters Score -2066477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2066485.375000 Penalty: 4814.211914
	Iteration 106Q: 3 clusters Score -2066485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2066490.375000 Penalty: 4814.211914
	Iteration 107Q: 3 clusters Score -2066490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2066491.125000 Penalty: 4814.211914
	Iteration 108Q: 3 clusters Score -2066491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2066498.375000 Penalty: 4814.211914
	Iteration 109Q: 3 clusters Score -2066498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2066502.500000 Penalty: 4814.211914
	Iteration 110Q: 3 clusters Score -2066502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2066499.000000 Penalty: 4814.211914
	Iteration 111Q: 3 clusters Score -2066499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2066502.875000 Penalty: 4814.211914
	Iteration 112Q: 3 clusters Score -2066503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2066503.500000 Penalty: 4814.211914
	Iteration 113Q: 3 clusters Score -2066504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2066505.500000 Penalty: 4814.211914
	Iteration 114Q: 3 clusters Score -2066506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2066503.375000 Penalty: 4814.211914
	Iteration 115Q: 3 clusters Score -2066503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2066504.500000 Penalty: 4814.211914
	Iteration 116Q: 3 clusters Score -2066504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2066508.250000 Penalty: 4814.211914
	Iteration 117Q: 3 clusters Score -2066508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2066511.000000 Penalty: 4814.211914
	Iteration 118Q: 3 clusters Score -2066511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2066513.500000 Penalty: 4814.211914
	Iteration 119Q: 3 clusters Score -2066514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2066513.875000 Penalty: 4814.211914
	Iteration 120F: 3 clusters Score -2066514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2066513.125000 Penalty: 4814.211914
	Iteration 121Q: 3 clusters Score -2066513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2066515.000000 Penalty: 4814.211914
	Iteration 122Q: 3 clusters Score -2066515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2066519.125000 Penalty: 4814.211914
	Iteration 123Q: 3 clusters Score -2066519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2066522.125000 Penalty: 4814.211914
	Iteration 124Q: 3 clusters Score -2066522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2066521.625000 Penalty: 4814.211914
	Iteration 125Q: 3 clusters Score -2066522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2066520.250000 Penalty: 4814.211914
	Iteration 126Q: 3 clusters Score -2066520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2066521.375000 Penalty: 4814.211914
	Iteration 127Q: 3 clusters Score -2066521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2066521.375000 Penalty: 4814.211914
	Iteration 128F: 3 clusters Score -2066521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -725485.625000 Penalty: 2166.210938
	Iteration 0F: 2 clusters Score -725485.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -720200.750000 Penalty: 4332.421875
	Iteration 0F: 3 clusters Score -720200.8 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -721583.625000 Penalty: 4332.421875
	Iteration 1F: 3 clusters Score -721583.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -721937.062500 Penalty: 4332.421875
	Iteration 2F: 3 clusters Score -721937.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -722277.000000 Penalty: 4332.421875
	Iteration 3F: 3 clusters Score -722277 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -722685.375000 Penalty: 4332.421875
	Iteration 4F: 3 clusters Score -722685.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -723148.125000 Penalty: 4332.421875
	Iteration 5F: 3 clusters Score -723148.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -723610.687500 Penalty: 4332.421875
	Iteration 6F: 3 clusters Score -723610.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -723902.437500 Penalty: 4332.421875
	Iteration 7F: 3 clusters Score -723902.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -724058.875000 Penalty: 4332.421875
	Iteration 8Q: 3 clusters Score -724058.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -724148.750000 Penalty: 4332.421875
	Iteration 9Q: 3 clusters Score -724148.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -724221.750000 Penalty: 4332.421875
	Iteration 10Q: 3 clusters Score -724221.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -724259.125000 Penalty: 4332.421875
	Iteration 11Q: 3 clusters Score -724259.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -724285.000000 Penalty: 4332.421875
	Iteration 12Q: 3 clusters Score -724285 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -724307.437500 Penalty: 4332.421875
	Iteration 13Q: 3 clusters Score -724307.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -724320.937500 Penalty: 4332.421875
	Iteration 14Q: 3 clusters Score -724320.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -724331.312500 Penalty: 4332.421875
	Iteration 15Q: 3 clusters Score -724331.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -724338.562500 Penalty: 4332.421875
	Iteration 16Q: 3 clusters Score -724338.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -724343.250000 Penalty: 4332.421875
	Iteration 17Q: 3 clusters Score -724343.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -724344.125000 Penalty: 4332.421875
	Iteration 18Q: 3 clusters Score -724344.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -724345.000000 Penalty: 4332.421875
	Iteration 19Q: 3 clusters Score -724345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -724345.000000 Penalty: 4332.421875
	Iteration 20F: 3 clusters Score -724345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (31624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Entering Unmasked Estep 
Score: -3853358.250000 Penalty: 2569.694580
	Iteration 0F: 2 clusters Score -3853358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -3831723.000000 Penalty: 5139.389160
	Iteration 0F: 3 clusters Score -3831723 nChanged 14334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -3839506.000000 Penalty: 5139.389160
	Iteration 1F: 3 clusters Score -3839506 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -3840161.000000 Penalty: 5139.389160
	Iteration 2F: 3 clusters Score -3840161 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -3840838.750000 Penalty: 5139.389160
	Iteration 3F: 3 clusters Score -3840839 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -3841602.750000 Penalty: 5139.389160
	Iteration 4F: 3 clusters Score -3841603 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -3842499.750000 Penalty: 5139.389160
	Iteration 5F: 3 clusters Score -3842500 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -3843691.000000 Penalty: 5139.389160
	Iteration 6F: 3 clusters Score -3843691 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -3845026.500000 Penalty: 5139.389160
	Iteration 7F: 3 clusters Score -3845026 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -3846304.250000 Penalty: 5139.389160
	Iteration 8F: 3 clusters Score -3846304 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -3847387.000000 Penalty: 5139.389160
	Iteration 9F: 3 clusters Score -3847387 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -3848190.250000 Penalty: 5139.389160
	Iteration 10Q: 3 clusters Score -3848190 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -3848868.750000 Penalty: 5139.389160
	Iteration 11Q: 3 clusters Score -3848869 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -3849418.500000 Penalty: 5139.389160
	Iteration 12Q: 3 clusters Score -3849418 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -3849872.500000 Penalty: 5139.389160
	Iteration 13Q: 3 clusters Score -3849872 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -3850248.250000 Penalty: 5139.389160
	Iteration 14Q: 3 clusters Score -3850248 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -3850578.500000 Penalty: 5139.389160
	Iteration 15Q: 3 clusters Score -3850578 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -3850812.250000 Penalty: 5139.389160
	Iteration 16Q: 3 clusters Score -3850812 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -3850985.250000 Penalty: 5139.389160
	Iteration 17Q: 3 clusters Score -3850985 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -3851086.000000 Penalty: 5139.389160
	Iteration 18Q: 3 clusters Score -3851086 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -3851155.500000 Penalty: 5139.389160
	Iteration 19Q: 3 clusters Score -3851156 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -3851201.250000 Penalty: 5139.389160
	Iteration 20F: 3 clusters Score -3851201 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -3851240.500000 Penalty: 5139.389160
	Iteration 21Q: 3 clusters Score -3851240 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -3851274.000000 Penalty: 5139.389160
	Iteration 22Q: 3 clusters Score -3851274 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -3851299.500000 Penalty: 5139.389160
	Iteration 23Q: 3 clusters Score -3851300 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -3851322.500000 Penalty: 5139.389160
	Iteration 24Q: 3 clusters Score -3851322 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -3851337.750000 Penalty: 5139.389160
	Iteration 25Q: 3 clusters Score -3851338 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -3851353.000000 Penalty: 5139.389160
	Iteration 26Q: 3 clusters Score -3851353 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -3851362.250000 Penalty: 5139.389160
	Iteration 27Q: 3 clusters Score -3851362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -3851376.000000 Penalty: 5139.389160
	Iteration 28Q: 3 clusters Score -3851376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -3851381.000000 Penalty: 5139.389160
	Iteration 29Q: 3 clusters Score -3851381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -3851397.750000 Penalty: 5139.389160
	Iteration 30Q: 3 clusters Score -3851398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -3851392.250000 Penalty: 5139.389160
	Iteration 31Q: 3 clusters Score -3851392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -3851404.250000 Penalty: 5139.389160
	Iteration 32Q: 3 clusters Score -3851404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -3851403.500000 Penalty: 5139.389160
	Iteration 33Q: 3 clusters Score -3851404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -3851402.750000 Penalty: 5139.389160
	Iteration 34Q: 3 clusters Score -3851403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -3851400.500000 Penalty: 5139.389160
	Iteration 35Q: 3 clusters Score -3851400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -3851400.500000 Penalty: 5139.389160
	Iteration 36F: 3 clusters Score -3851400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -64194.933594 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -64194.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -62618.343750 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -62618.34 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62835.039062 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -62835.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62894.277344 Penalty: 3154.348633
	Iteration 2F: 3 clusters Score -62894.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62909.816406 Penalty: 3154.348633
	Iteration 3Q: 3 clusters Score -62909.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -62912.855469 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -62912.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -62912.855469 Penalty: 3154.348633
	Iteration 5F: 3 clusters Score -62912.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Entering Unmasked Estep 
Score: -1504357.000000 Penalty: 2351.112305
	Iteration 0F: 2 clusters Score -1504357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1494736.625000 Penalty: 4702.224609
	Iteration 0F: 3 clusters Score -1494737 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1497856.500000 Penalty: 4702.224609
	Iteration 1F: 3 clusters Score -1497856 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1498414.500000 Penalty: 4702.224609
	Iteration 2F: 3 clusters Score -1498414 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1498885.000000 Penalty: 4702.224609
	Iteration 3F: 3 clusters Score -1498885 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1499249.250000 Penalty: 4702.224609
	Iteration 4F: 3 clusters Score -1499249 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1499533.125000 Penalty: 4702.224609
	Iteration 5Q: 3 clusters Score -1499533 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1499812.625000 Penalty: 4702.224609
	Iteration 6Q: 3 clusters Score -1499813 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1500089.500000 Penalty: 4702.224609
	Iteration 7Q: 3 clusters Score -1500090 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1500380.625000 Penalty: 4702.224609
	Iteration 8Q: 3 clusters Score -1500381 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1500727.500000 Penalty: 4702.224609
	Iteration 9Q: 3 clusters Score -1500728 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1501105.500000 Penalty: 4702.224609
	Iteration 10Q: 3 clusters Score -1501106 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1501439.750000 Penalty: 4702.224609
	Iteration 11Q: 3 clusters Score -1501440 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1501721.750000 Penalty: 4702.224609
	Iteration 12Q: 3 clusters Score -1501722 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1501946.250000 Penalty: 4702.224609
	Iteration 13Q: 3 clusters Score -1501946 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1502143.750000 Penalty: 4702.224609
	Iteration 14Q: 3 clusters Score -1502144 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1502275.375000 Penalty: 4702.224609
	Iteration 15Q: 3 clusters Score -1502275 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1502392.875000 Penalty: 4702.224609
	Iteration 16Q: 3 clusters Score -1502393 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1502480.250000 Penalty: 4702.224609
	Iteration 17Q: 3 clusters Score -1502480 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1502545.125000 Penalty: 4702.224609
	Iteration 18Q: 3 clusters Score -1502545 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1502617.375000 Penalty: 4702.224609
	Iteration 19Q: 3 clusters Score -1502617 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1502684.375000 Penalty: 4702.224609
	Iteration 20F: 3 clusters Score -1502684 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1502752.500000 Penalty: 4702.224609
	Iteration 21Q: 3 clusters Score -1502752 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1502809.375000 Penalty: 4702.224609
	Iteration 22Q: 3 clusters Score -1502809 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1502845.500000 Penalty: 4702.224609
	Iteration 23Q: 3 clusters Score -1502846 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1502867.000000 Penalty: 4702.224609
	Iteration 24Q: 3 clusters Score -1502867 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1502886.250000 Penalty: 4702.224609
	Iteration 25Q: 3 clusters Score -1502886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1502906.625000 Penalty: 4702.224609
	Iteration 26Q: 3 clusters Score -1502907 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1502917.625000 Penalty: 4702.224609
	Iteration 27Q: 3 clusters Score -1502918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1502926.750000 Penalty: 4702.224609
	Iteration 28Q: 3 clusters Score -1502927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1502926.625000 Penalty: 4702.224609
	Iteration 29Q: 3 clusters Score -1502927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1502929.000000 Penalty: 4702.224609
	Iteration 30Q: 3 clusters Score -1502929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1502929.500000 Penalty: 4702.224609
	Iteration 31Q: 3 clusters Score -1502930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1502929.000000 Penalty: 4702.224609
	Iteration 32Q: 3 clusters Score -1502929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1502929.000000 Penalty: 4702.224609
	Iteration 33F: 3 clusters Score -1502929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -62801.433594 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -62801.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -61230.925781 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -61230.93 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61438.207031 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -61438.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61480.070312 Penalty: 3135.101074
	Iteration 2Q: 3 clusters Score -61480.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61499.957031 Penalty: 3135.101074
	Iteration 3Q: 3 clusters Score -61499.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61521.101562 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -61521.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61535.843750 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -61535.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61543.218750 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -61543.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61543.218750 Penalty: 3135.101074
	Iteration 7F: 3 clusters Score -61543.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -70805.648438 Penalty: 1605.141846
	Iteration 0F: 2 clusters Score -70805.65 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 323 members 
Entering Unmasked Estep 
Score: -69167.484375 Penalty: 3210.283691
	Iteration 0F: 3 clusters Score -69167.48 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69405.351562 Penalty: 3210.283691
	Iteration 1F: 3 clusters Score -69405.35 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69525.578125 Penalty: 3210.283691
	Iteration 2F: 3 clusters Score -69525.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69578.109375 Penalty: 3210.283691
	Iteration 3Q: 3 clusters Score -69578.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69593.523438 Penalty: 3210.283691
	Iteration 4Q: 3 clusters Score -69593.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -69613.695312 Penalty: 3210.283691
	Iteration 5Q: 3 clusters Score -69613.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -69627.687500 Penalty: 3210.283691
	Iteration 6Q: 3 clusters Score -69627.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69646.656250 Penalty: 3210.283691
	Iteration 7Q: 3 clusters Score -69646.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69679.570312 Penalty: 3210.283691
	Iteration 8Q: 3 clusters Score -69679.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -69760.546875 Penalty: 3210.283691
	Iteration 9Q: 3 clusters Score -69760.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69846.664062 Penalty: 3210.283691
	Iteration 10Q: 3 clusters Score -69846.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69901.609375 Penalty: 3210.283691
	Iteration 11Q: 3 clusters Score -69901.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69934.929688 Penalty: 3210.283691
	Iteration 12Q: 3 clusters Score -69934.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -69944.468750 Penalty: 3210.283691
	Iteration 13Q: 3 clusters Score -69944.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -69959.296875 Penalty: 3210.283691
	Iteration 14Q: 3 clusters Score -69959.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -69966.890625 Penalty: 3210.283691
	Iteration 15Q: 3 clusters Score -69966.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -69972.375000 Penalty: 3210.283691
	Iteration 16Q: 3 clusters Score -69972.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -69977.609375 Penalty: 3210.283691
	Iteration 17Q: 3 clusters Score -69977.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -69977.609375 Penalty: 3210.283691
	Iteration 18F: 3 clusters Score -69977.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115244 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48680 members 
Mstep: Class 6 contains 160407 members 
Mstep: Class 7 contains 67029 members 
Mstep: Class 8 contains 15391 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 37492 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193968 members 
Mstep: Class 13 contains 128727 members 
Mstep: Class 14 contains 23277 members 
Mstep: Class 15 contains 9081 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31214 members 
Mstep: Class 19 contains 11100 members 
Mstep: Class 20 contains 26696 members 
Mstep: Class 21 contains 231062 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55046 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31624 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13099 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461696.000000 Penalty: 104923.953125
Iteration 239Q: 31 clusters Score -1.584617e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65419 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115236 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48679 members 
Mstep: Class 6 contains 160407 members 
Mstep: Class 7 contains 67031 members 
Mstep: Class 8 contains 15392 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 37494 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193974 members 
Mstep: Class 13 contains 128728 members 
Mstep: Class 14 contains 23278 members 
Mstep: Class 15 contains 9077 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31212 members 
Mstep: Class 19 contains 11099 members 
Mstep: Class 20 contains 26695 members 
Mstep: Class 21 contains 231063 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55045 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31624 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13101 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461632.000000 Penalty: 104923.953125
Iteration 240F: 31 clusters Score -1.584616e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65419 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115228 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48689 members 
Mstep: Class 6 contains 160406 members 
Mstep: Class 7 contains 67033 members 
Mstep: Class 8 contains 15392 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 37494 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193979 members 
Mstep: Class 13 contains 128728 members 
Mstep: Class 14 contains 23279 members 
Mstep: Class 15 contains 9067 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31212 members 
Mstep: Class 19 contains 11099 members 
Mstep: Class 20 contains 26692 members 
Mstep: Class 21 contains 231067 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55045 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31624 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13101 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461632.000000 Penalty: 104923.953125
Iteration 241Q: 31 clusters Score -1.584616e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65419 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115217 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48694 members 
Mstep: Class 6 contains 160405 members 
Mstep: Class 7 contains 67033 members 
Mstep: Class 8 contains 15393 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 37494 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193990 members 
Mstep: Class 13 contains 128727 members 
Mstep: Class 14 contains 23279 members 
Mstep: Class 15 contains 9061 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31212 members 
Mstep: Class 19 contains 11099 members 
Mstep: Class 20 contains 26690 members 
Mstep: Class 21 contains 231070 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55046 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31624 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13101 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461648.000000 Penalty: 104923.953125
Iteration 242Q: 31 clusters Score -1.584616e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65419 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115204 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48695 members 
Mstep: Class 6 contains 160405 members 
Mstep: Class 7 contains 67034 members 
Mstep: Class 8 contains 15392 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 37495 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193997 members 
Mstep: Class 13 contains 128729 members 
Mstep: Class 14 contains 23279 members 
Mstep: Class 15 contains 9055 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31212 members 
Mstep: Class 19 contains 11099 members 
Mstep: Class 20 contains 26688 members 
Mstep: Class 21 contains 231078 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55047 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31624 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13102 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461648.000000 Penalty: 104923.953125
Iteration 243Q: 31 clusters Score -1.584616e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65420 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115197 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48702 members 
Mstep: Class 6 contains 160405 members 
Mstep: Class 7 contains 67032 members 
Mstep: Class 8 contains 15391 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 37496 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 193999 members 
Mstep: Class 13 contains 128729 members 
Mstep: Class 14 contains 23279 members 
Mstep: Class 15 contains 9049 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31212 members 
Mstep: Class 19 contains 11099 members 
Mstep: Class 20 contains 26687 members 
Mstep: Class 21 contains 231082 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55048 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31624 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13103 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461664.000000 Penalty: 104923.953125
Iteration 244Q: 31 clusters Score -1.584617e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65421 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115192 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48702 members 
Mstep: Class 6 contains 160404 members 
Mstep: Class 7 contains 67033 members 
Mstep: Class 8 contains 15392 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 37496 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194002 members 
Mstep: Class 13 contains 128729 members 
Mstep: Class 14 contains 23279 members 
Mstep: Class 15 contains 9046 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31212 members 
Mstep: Class 19 contains 11097 members 
Mstep: Class 20 contains 26688 members 
Mstep: Class 21 contains 231084 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55048 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31624 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13105 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461776.000000 Penalty: 104923.953125
Iteration 245Q: 31 clusters Score -1.584618e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65421 members 
Mstep: Class 2 contains 11772 members 
Mstep: Class 3 contains 115189 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48705 members 
Mstep: Class 6 contains 160403 members 
Mstep: Class 7 contains 67035 members 
Mstep: Class 8 contains 15392 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 37497 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194003 members 
Mstep: Class 13 contains 128729 members 
Mstep: Class 14 contains 23279 members 
Mstep: Class 15 contains 9042 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31212 members 
Mstep: Class 19 contains 11097 members 
Mstep: Class 20 contains 26687 members 
Mstep: Class 21 contains 231085 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55047 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31624 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13108 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461824.000000 Penalty: 104923.953125
Iteration 246Q: 31 clusters Score -1.584618e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 11772 members 
Mstep: Class 3 contains 115188 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48708 members 
Mstep: Class 6 contains 160403 members 
Mstep: Class 7 contains 67035 members 
Mstep: Class 8 contains 15392 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 37498 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194001 members 
Mstep: Class 13 contains 128729 members 
Mstep: Class 14 contains 23279 members 
Mstep: Class 15 contains 9038 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31212 members 
Mstep: Class 19 contains 11097 members 
Mstep: Class 20 contains 26686 members 
Mstep: Class 21 contains 231087 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55043 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 31624 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13113 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461824.000000 Penalty: 104923.953125
Iteration 247Q: 31 clusters Score -1.584618e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115180 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48714 members 
Mstep: Class 6 contains 160402 members 
Mstep: Class 7 contains 67035 members 
Mstep: Class 8 contains 15392 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 37497 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194006 members 
Mstep: Class 13 contains 128729 members 
Mstep: Class 14 contains 23279 members 
Mstep: Class 15 contains 9035 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31212 members 
Mstep: Class 19 contains 11096 members 
Mstep: Class 20 contains 26686 members 
Mstep: Class 21 contains 231087 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55041 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31624 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13118 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461856.000000 Penalty: 104923.953125
Iteration 248Q: 31 clusters Score -1.584619e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115175 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48722 members 
Mstep: Class 6 contains 160402 members 
Mstep: Class 7 contains 67034 members 
Mstep: Class 8 contains 15393 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 37497 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194012 members 
Mstep: Class 13 contains 128728 members 
Mstep: Class 14 contains 23279 members 
Mstep: Class 15 contains 9028 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31212 members 
Mstep: Class 19 contains 11095 members 
Mstep: Class 20 contains 26686 members 
Mstep: Class 21 contains 231090 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55040 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31625 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13115 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461712.000000 Penalty: 104923.953125
Iteration 249Q: 31 clusters Score -1.584617e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115169 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48728 members 
Mstep: Class 6 contains 160403 members 
Mstep: Class 7 contains 67035 members 
Mstep: Class 8 contains 15393 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 37498 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194015 members 
Mstep: Class 13 contains 128726 members 
Mstep: Class 14 contains 23279 members 
Mstep: Class 15 contains 9022 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31212 members 
Mstep: Class 19 contains 11093 members 
Mstep: Class 20 contains 26686 members 
Mstep: Class 21 contains 231097 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55035 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31625 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13117 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461696.000000 Penalty: 104923.953125
Iteration 250Q: 31 clusters Score -1.584617e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65423 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115160 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48733 members 
Mstep: Class 6 contains 160403 members 
Mstep: Class 7 contains 67035 members 
Mstep: Class 8 contains 15393 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 37499 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194021 members 
Mstep: Class 13 contains 128726 members 
Mstep: Class 14 contains 23279 members 
Mstep: Class 15 contains 9015 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31211 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 26686 members 
Mstep: Class 21 contains 231102 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55033 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31625 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13119 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461728.000000 Penalty: 104923.953125
Iteration 251Q: 31 clusters Score -1.584617e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115154 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48742 members 
Mstep: Class 6 contains 160403 members 
Mstep: Class 7 contains 67035 members 
Mstep: Class 8 contains 15392 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 37501 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194023 members 
Mstep: Class 13 contains 128725 members 
Mstep: Class 14 contains 23279 members 
Mstep: Class 15 contains 9004 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31211 members 
Mstep: Class 19 contains 11090 members 
Mstep: Class 20 contains 26686 members 
Mstep: Class 21 contains 231109 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55028 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31625 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13124 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461744.000000 Penalty: 104923.953125
Iteration 252Q: 31 clusters Score -1.584617e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115141 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48749 members 
Mstep: Class 6 contains 160404 members 
Mstep: Class 7 contains 67035 members 
Mstep: Class 8 contains 15392 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 37505 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194028 members 
Mstep: Class 13 contains 128726 members 
Mstep: Class 14 contains 23279 members 
Mstep: Class 15 contains 8993 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31212 members 
Mstep: Class 19 contains 11090 members 
Mstep: Class 20 contains 26686 members 
Mstep: Class 21 contains 231114 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55026 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31625 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13126 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461776.000000 Penalty: 104923.953125
Iteration 253Q: 31 clusters Score -1.584618e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65423 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115131 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48761 members 
Mstep: Class 6 contains 160403 members 
Mstep: Class 7 contains 67036 members 
Mstep: Class 8 contains 15393 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 37507 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194031 members 
Mstep: Class 13 contains 128726 members 
Mstep: Class 14 contains 23279 members 
Mstep: Class 15 contains 8980 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31213 members 
Mstep: Class 19 contains 11090 members 
Mstep: Class 20 contains 26686 members 
Mstep: Class 21 contains 231118 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55025 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31625 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13128 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461872.000000 Penalty: 104923.953125
Iteration 254Q: 31 clusters Score -1.584619e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 11772 members 
Mstep: Class 3 contains 115127 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48773 members 
Mstep: Class 6 contains 160403 members 
Mstep: Class 7 contains 67036 members 
Mstep: Class 8 contains 15392 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 37508 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194035 members 
Mstep: Class 13 contains 128723 members 
Mstep: Class 14 contains 23279 members 
Mstep: Class 15 contains 8969 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31214 members 
Mstep: Class 19 contains 11090 members 
Mstep: Class 20 contains 26686 members 
Mstep: Class 21 contains 231119 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55023 members 
Mstep: Class 24 contains 16418 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31625 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13128 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461872.000000 Penalty: 104923.953125
Iteration 255Q: 31 clusters Score -1.584619e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 11772 members 
Mstep: Class 3 contains 115120 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48785 members 
Mstep: Class 6 contains 160403 members 
Mstep: Class 7 contains 67037 members 
Mstep: Class 8 contains 15392 members 
Mstep: Class 9 contains 8809 members 
Mstep: Class 10 contains 37509 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194036 members 
Mstep: Class 13 contains 128722 members 
Mstep: Class 14 contains 23279 members 
Mstep: Class 15 contains 8966 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31212 members 
Mstep: Class 19 contains 11089 members 
Mstep: Class 20 contains 26686 members 
Mstep: Class 21 contains 231115 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55022 members 
Mstep: Class 24 contains 16420 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31625 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13128 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461728.000000 Penalty: 104923.953125
Iteration 256Q: 31 clusters Score -1.584617e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 115108 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48795 members 
Mstep: Class 6 contains 160404 members 
Mstep: Class 7 contains 67038 members 
Mstep: Class 8 contains 15391 members 
Mstep: Class 9 contains 8811 members 
Mstep: Class 10 contains 37509 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194042 members 
Mstep: Class 13 contains 128719 members 
Mstep: Class 14 contains 23279 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31210 members 
Mstep: Class 19 contains 11088 members 
Mstep: Class 20 contains 26686 members 
Mstep: Class 21 contains 231113 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55020 members 
Mstep: Class 24 contains 16423 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31625 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13129 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461840.000000 Penalty: 104923.953125
Iteration 257Q: 31 clusters Score -1.584618e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65425 members 
Mstep: Class 2 contains 11774 members 
Mstep: Class 3 contains 115102 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48801 members 
Mstep: Class 6 contains 160404 members 
Mstep: Class 7 contains 67037 members 
Mstep: Class 8 contains 15392 members 
Mstep: Class 9 contains 8812 members 
Mstep: Class 10 contains 37509 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194047 members 
Mstep: Class 13 contains 128720 members 
Mstep: Class 14 contains 23279 members 
Mstep: Class 15 contains 8957 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31208 members 
Mstep: Class 19 contains 11088 members 
Mstep: Class 20 contains 26686 members 
Mstep: Class 21 contains 231112 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55018 members 
Mstep: Class 24 contains 16425 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31625 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13130 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461904.000000 Penalty: 104923.953125
Iteration 258Q: 31 clusters Score -1.584619e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65426 members 
Mstep: Class 2 contains 11775 members 
Mstep: Class 3 contains 115091 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48810 members 
Mstep: Class 6 contains 160403 members 
Mstep: Class 7 contains 67039 members 
Mstep: Class 8 contains 15392 members 
Mstep: Class 9 contains 8813 members 
Mstep: Class 10 contains 37512 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194055 members 
Mstep: Class 13 contains 128721 members 
Mstep: Class 14 contains 23278 members 
Mstep: Class 15 contains 8948 members 
Mstep: Class 16 contains 9871 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31205 members 
Mstep: Class 19 contains 11088 members 
Mstep: Class 20 contains 26685 members 
Mstep: Class 21 contains 231111 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55017 members 
Mstep: Class 24 contains 16426 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31625 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13130 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461872.000000 Penalty: 104923.953125
Iteration 259Q: 31 clusters Score -1.584619e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65426 members 
Mstep: Class 2 contains 11775 members 
Mstep: Class 3 contains 115087 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48816 members 
Mstep: Class 6 contains 160402 members 
Mstep: Class 7 contains 67040 members 
Mstep: Class 8 contains 15392 members 
Mstep: Class 9 contains 8815 members 
Mstep: Class 10 contains 37517 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194055 members 
Mstep: Class 13 contains 128722 members 
Mstep: Class 14 contains 23276 members 
Mstep: Class 15 contains 8944 members 
Mstep: Class 16 contains 9871 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31202 members 
Mstep: Class 19 contains 11087 members 
Mstep: Class 20 contains 26685 members 
Mstep: Class 21 contains 231112 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55013 members 
Mstep: Class 24 contains 16428 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31625 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13131 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461744.000000 Penalty: 104923.953125
Iteration 260F: 31 clusters Score -1.584617e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65427 members 
Mstep: Class 2 contains 11775 members 
Mstep: Class 3 contains 115084 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48827 members 
Mstep: Class 6 contains 160401 members 
Mstep: Class 7 contains 67039 members 
Mstep: Class 8 contains 15390 members 
Mstep: Class 9 contains 8814 members 
Mstep: Class 10 contains 37519 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194059 members 
Mstep: Class 13 contains 128722 members 
Mstep: Class 14 contains 23276 members 
Mstep: Class 15 contains 8936 members 
Mstep: Class 16 contains 9871 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31199 members 
Mstep: Class 19 contains 11087 members 
Mstep: Class 20 contains 26685 members 
Mstep: Class 21 contains 231111 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55013 members 
Mstep: Class 24 contains 16430 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31625 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13131 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461824.000000 Penalty: 104923.953125
Iteration 261Q: 31 clusters Score -1.584618e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65426 members 
Mstep: Class 2 contains 11775 members 
Mstep: Class 3 contains 115081 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48834 members 
Mstep: Class 6 contains 160403 members 
Mstep: Class 7 contains 67038 members 
Mstep: Class 8 contains 15389 members 
Mstep: Class 9 contains 8815 members 
Mstep: Class 10 contains 37522 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194061 members 
Mstep: Class 13 contains 128724 members 
Mstep: Class 14 contains 23275 members 
Mstep: Class 15 contains 8925 members 
Mstep: Class 16 contains 9871 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31198 members 
Mstep: Class 19 contains 11087 members 
Mstep: Class 20 contains 26685 members 
Mstep: Class 21 contains 231112 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55011 members 
Mstep: Class 24 contains 16431 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31627 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13131 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461808.000000 Penalty: 104923.953125
Iteration 262Q: 31 clusters Score -1.584618e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65426 members 
Mstep: Class 2 contains 11775 members 
Mstep: Class 3 contains 115077 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48850 members 
Mstep: Class 6 contains 160402 members 
Mstep: Class 7 contains 67039 members 
Mstep: Class 8 contains 15387 members 
Mstep: Class 9 contains 8816 members 
Mstep: Class 10 contains 37524 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194060 members 
Mstep: Class 13 contains 128724 members 
Mstep: Class 14 contains 23276 members 
Mstep: Class 15 contains 8912 members 
Mstep: Class 16 contains 9871 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31196 members 
Mstep: Class 19 contains 11087 members 
Mstep: Class 20 contains 26685 members 
Mstep: Class 21 contains 231112 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55011 members 
Mstep: Class 24 contains 16433 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31627 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13131 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461744.000000 Penalty: 104923.953125
Iteration 263Q: 31 clusters Score -1.584617e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65426 members 
Mstep: Class 2 contains 11775 members 
Mstep: Class 3 contains 115075 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48861 members 
Mstep: Class 6 contains 160402 members 
Mstep: Class 7 contains 67038 members 
Mstep: Class 8 contains 15383 members 
Mstep: Class 9 contains 8816 members 
Mstep: Class 10 contains 37524 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194059 members 
Mstep: Class 13 contains 128726 members 
Mstep: Class 14 contains 23277 members 
Mstep: Class 15 contains 8903 members 
Mstep: Class 16 contains 9871 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31195 members 
Mstep: Class 19 contains 11089 members 
Mstep: Class 20 contains 26685 members 
Mstep: Class 21 contains 231108 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55011 members 
Mstep: Class 24 contains 16437 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31628 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13132 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461776.000000 Penalty: 104923.953125
Iteration 264Q: 31 clusters Score -1.584618e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65426 members 
Mstep: Class 2 contains 11775 members 
Mstep: Class 3 contains 115071 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48873 members 
Mstep: Class 6 contains 160403 members 
Mstep: Class 7 contains 67039 members 
Mstep: Class 8 contains 15382 members 
Mstep: Class 9 contains 8816 members 
Mstep: Class 10 contains 37523 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194055 members 
Mstep: Class 13 contains 128727 members 
Mstep: Class 14 contains 23276 members 
Mstep: Class 15 contains 8897 members 
Mstep: Class 16 contains 9871 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31192 members 
Mstep: Class 19 contains 11089 members 
Mstep: Class 20 contains 26686 members 
Mstep: Class 21 contains 231103 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55011 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31631 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13133 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461888.000000 Penalty: 104923.953125
Iteration 265Q: 31 clusters Score -1.584619e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65429 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115066 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48881 members 
Mstep: Class 6 contains 160404 members 
Mstep: Class 7 contains 67040 members 
Mstep: Class 8 contains 15379 members 
Mstep: Class 9 contains 8818 members 
Mstep: Class 10 contains 37521 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194056 members 
Mstep: Class 13 contains 128727 members 
Mstep: Class 14 contains 23273 members 
Mstep: Class 15 contains 8892 members 
Mstep: Class 16 contains 9871 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 31188 members 
Mstep: Class 19 contains 11090 members 
Mstep: Class 20 contains 26687 members 
Mstep: Class 21 contains 231103 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55009 members 
Mstep: Class 24 contains 16446 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31632 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13133 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461920.000000 Penalty: 104923.953125
Iteration 266Q: 31 clusters Score -1.584619e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65431 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115063 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48880 members 
Mstep: Class 6 contains 160410 members 
Mstep: Class 7 contains 67041 members 
Mstep: Class 8 contains 15379 members 
Mstep: Class 9 contains 8820 members 
Mstep: Class 10 contains 37521 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194054 members 
Mstep: Class 13 contains 128729 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8885 members 
Mstep: Class 16 contains 9872 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31187 members 
Mstep: Class 19 contains 11090 members 
Mstep: Class 20 contains 26686 members 
Mstep: Class 21 contains 231103 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55007 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31633 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13134 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461968.000000 Penalty: 104923.953125
Iteration 267Q: 31 clusters Score -1.58462e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65431 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115059 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48893 members 
Mstep: Class 6 contains 160412 members 
Mstep: Class 7 contains 67042 members 
Mstep: Class 8 contains 15378 members 
Mstep: Class 9 contains 8820 members 
Mstep: Class 10 contains 37524 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194055 members 
Mstep: Class 13 contains 128729 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8873 members 
Mstep: Class 16 contains 9872 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31187 members 
Mstep: Class 19 contains 11091 members 
Mstep: Class 20 contains 26685 members 
Mstep: Class 21 contains 231100 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55006 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31634 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13134 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461856.000000 Penalty: 104923.953125
Iteration 268Q: 31 clusters Score -1.584619e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65433 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115055 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48898 members 
Mstep: Class 6 contains 160409 members 
Mstep: Class 7 contains 67045 members 
Mstep: Class 8 contains 15376 members 
Mstep: Class 9 contains 8820 members 
Mstep: Class 10 contains 37527 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194055 members 
Mstep: Class 13 contains 128728 members 
Mstep: Class 14 contains 23272 members 
Mstep: Class 15 contains 8872 members 
Mstep: Class 16 contains 9872 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31185 members 
Mstep: Class 19 contains 11091 members 
Mstep: Class 20 contains 26683 members 
Mstep: Class 21 contains 231102 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55006 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31634 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13133 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461808.000000 Penalty: 104923.953125
Iteration 269Q: 31 clusters Score -1.584618e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65433 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115055 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48898 members 
Mstep: Class 6 contains 160414 members 
Mstep: Class 7 contains 67045 members 
Mstep: Class 8 contains 15375 members 
Mstep: Class 9 contains 8820 members 
Mstep: Class 10 contains 37530 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194054 members 
Mstep: Class 13 contains 128728 members 
Mstep: Class 14 contains 23272 members 
Mstep: Class 15 contains 8866 members 
Mstep: Class 16 contains 9872 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31185 members 
Mstep: Class 19 contains 11091 members 
Mstep: Class 20 contains 26682 members 
Mstep: Class 21 contains 231102 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55006 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31635 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13133 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461856.000000 Penalty: 104923.953125
Iteration 270Q: 31 clusters Score -1.584619e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65433 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115053 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48904 members 
Mstep: Class 6 contains 160414 members 
Mstep: Class 7 contains 67044 members 
Mstep: Class 8 contains 15374 members 
Mstep: Class 9 contains 8820 members 
Mstep: Class 10 contains 37532 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194057 members 
Mstep: Class 13 contains 128729 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8860 members 
Mstep: Class 16 contains 9872 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31185 members 
Mstep: Class 19 contains 11091 members 
Mstep: Class 20 contains 26681 members 
Mstep: Class 21 contains 231101 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55006 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13133 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461904.000000 Penalty: 104923.953125
Iteration 271Q: 31 clusters Score -1.584619e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115052 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48905 members 
Mstep: Class 6 contains 160414 members 
Mstep: Class 7 contains 67046 members 
Mstep: Class 8 contains 15376 members 
Mstep: Class 9 contains 8820 members 
Mstep: Class 10 contains 37533 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194057 members 
Mstep: Class 13 contains 128728 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8856 members 
Mstep: Class 16 contains 9873 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31184 members 
Mstep: Class 19 contains 11091 members 
Mstep: Class 20 contains 26681 members 
Mstep: Class 21 contains 231098 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55006 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31638 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13133 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461936.000000 Penalty: 104923.953125
Iteration 272Q: 31 clusters Score -1.584619e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65436 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115052 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48912 members 
Mstep: Class 6 contains 160413 members 
Mstep: Class 7 contains 67046 members 
Mstep: Class 8 contains 15373 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37534 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194057 members 
Mstep: Class 13 contains 128728 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8853 members 
Mstep: Class 16 contains 9875 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31183 members 
Mstep: Class 19 contains 11091 members 
Mstep: Class 20 contains 26681 members 
Mstep: Class 21 contains 231094 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55006 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31640 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13132 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461856.000000 Penalty: 104923.953125
Iteration 273Q: 31 clusters Score -1.584619e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65435 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115053 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48916 members 
Mstep: Class 6 contains 160410 members 
Mstep: Class 7 contains 67048 members 
Mstep: Class 8 contains 15374 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37537 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194055 members 
Mstep: Class 13 contains 128728 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8848 members 
Mstep: Class 16 contains 9876 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31185 members 
Mstep: Class 19 contains 11091 members 
Mstep: Class 20 contains 26681 members 
Mstep: Class 21 contains 231090 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55006 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31641 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13132 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461856.000000 Penalty: 104923.953125
Iteration 274Q: 31 clusters Score -1.584619e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115051 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48924 members 
Mstep: Class 6 contains 160408 members 
Mstep: Class 7 contains 67048 members 
Mstep: Class 8 contains 15375 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37537 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194056 members 
Mstep: Class 13 contains 128728 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8845 members 
Mstep: Class 16 contains 9877 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31185 members 
Mstep: Class 19 contains 11091 members 
Mstep: Class 20 contains 26681 members 
Mstep: Class 21 contains 231092 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55006 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31638 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13130 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461808.000000 Penalty: 104923.953125
Iteration 275Q: 31 clusters Score -1.584618e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65435 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115051 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48924 members 
Mstep: Class 6 contains 160412 members 
Mstep: Class 7 contains 67049 members 
Mstep: Class 8 contains 15373 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37539 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194056 members 
Mstep: Class 13 contains 128728 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8841 members 
Mstep: Class 16 contains 9878 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31184 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 26681 members 
Mstep: Class 21 contains 231091 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55005 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31638 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13129 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461824.000000 Penalty: 104923.953125
Iteration 276Q: 31 clusters Score -1.584618e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115049 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48924 members 
Mstep: Class 6 contains 160412 members 
Mstep: Class 7 contains 67050 members 
Mstep: Class 8 contains 15370 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37541 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194054 members 
Mstep: Class 13 contains 128728 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8842 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31184 members 
Mstep: Class 19 contains 11091 members 
Mstep: Class 20 contains 26681 members 
Mstep: Class 21 contains 231095 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55005 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31637 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13127 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461888.000000 Penalty: 104923.953125
Iteration 277Q: 31 clusters Score -1.584619e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115048 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48926 members 
Mstep: Class 6 contains 160414 members 
Mstep: Class 7 contains 67050 members 
Mstep: Class 8 contains 15370 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37541 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194055 members 
Mstep: Class 13 contains 128728 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8838 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31183 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 26681 members 
Mstep: Class 21 contains 231098 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55004 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13126 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461856.000000 Penalty: 104923.953125
Iteration 278Q: 31 clusters Score -1.584619e+08 nChanged 7
Entering ConstructFrom: 
Score: -158461856.000000 Penalty: 104923.953125
Entering ConstructFrom: 
Trying to split cluster 1 (65437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Entering Unmasked Estep 
Score: -8013602.000000 Penalty: 2750.033203
	Iteration 0F: 2 clusters Score -8013602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -7969601.000000 Penalty: 5500.066406
	Iteration 0F: 3 clusters Score -7969601 nChanged 30722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -7987156.500000 Penalty: 5500.066406
	Iteration 1F: 3 clusters Score -7987156 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -7988000.500000 Penalty: 5500.066406
	Iteration 2Q: 3 clusters Score -7988000 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -7989091.000000 Penalty: 5500.066406
	Iteration 3Q: 3 clusters Score -7989091 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -7990623.000000 Penalty: 5500.066406
	Iteration 4F: 3 clusters Score -7990623 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -7992855.000000 Penalty: 5500.066406
	Iteration 5F: 3 clusters Score -7992855 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -7995633.000000 Penalty: 5500.066406
	Iteration 6F: 3 clusters Score -7995633 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -7998826.500000 Penalty: 5500.066406
	Iteration 7F: 3 clusters Score -7998826 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -8001833.000000 Penalty: 5500.066406
	Iteration 8F: 3 clusters Score -8001833 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -8004476.500000 Penalty: 5500.066406
	Iteration 9F: 3 clusters Score -8004476 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -8006557.500000 Penalty: 5500.066406
	Iteration 10Q: 3 clusters Score -8006558 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -8008091.500000 Penalty: 5500.066406
	Iteration 11Q: 3 clusters Score -8008092 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61395 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -8009224.000000 Penalty: 5500.066406
	Iteration 12Q: 3 clusters Score -8009224 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62475 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -8009981.500000 Penalty: 5500.066406
	Iteration 13Q: 3 clusters Score -8009982 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63220 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -8010554.000000 Penalty: 5500.066406
	Iteration 14Q: 3 clusters Score -8010554 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63693 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8010873.500000 Penalty: 5500.066406
	Iteration 15Q: 3 clusters Score -8010874 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63991 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -8011082.000000 Penalty: 5500.066406
	Iteration 16Q: 3 clusters Score -8011082 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64179 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8011204.500000 Penalty: 5500.066406
	Iteration 17Q: 3 clusters Score -8011204 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64291 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8011295.500000 Penalty: 5500.066406
	Iteration 18Q: 3 clusters Score -8011296 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64365 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8011345.500000 Penalty: 5500.066406
	Iteration 19Q: 3 clusters Score -8011346 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64420 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8011364.500000 Penalty: 5500.066406
	Iteration 20F: 3 clusters Score -8011364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8011391.500000 Penalty: 5500.066406
	Iteration 21Q: 3 clusters Score -8011392 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64478 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8011422.500000 Penalty: 5500.066406
	Iteration 22Q: 3 clusters Score -8011422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8011444.000000 Penalty: 5500.066406
	Iteration 23Q: 3 clusters Score -8011444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64517 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8011456.500000 Penalty: 5500.066406
	Iteration 24Q: 3 clusters Score -8011456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8011472.000000 Penalty: 5500.066406
	Iteration 25Q: 3 clusters Score -8011472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64554 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8011482.500000 Penalty: 5500.066406
	Iteration 26Q: 3 clusters Score -8011482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64570 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8011487.000000 Penalty: 5500.066406
	Iteration 27Q: 3 clusters Score -8011487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64581 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8011492.000000 Penalty: 5500.066406
	Iteration 28Q: 3 clusters Score -8011492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -8011493.500000 Penalty: 5500.066406
	Iteration 29Q: 3 clusters Score -8011494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8011497.500000 Penalty: 5500.066406
	Iteration 30Q: 3 clusters Score -8011498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8011500.000000 Penalty: 5500.066406
	Iteration 31Q: 3 clusters Score -8011500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64596 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8011483.500000 Penalty: 5500.066406
	Iteration 32Q: 3 clusters Score -8011484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64597 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8011484.500000 Penalty: 5500.066406
	Iteration 33Q: 3 clusters Score -8011484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64597 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8011493.500000 Penalty: 5500.066406
	Iteration 34Q: 3 clusters Score -8011494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64596 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8011494.500000 Penalty: 5500.066406
	Iteration 35Q: 3 clusters Score -8011494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64596 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8011494.500000 Penalty: 5500.066406
	Iteration 36F: 3 clusters Score -8011494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Entering Unmasked Estep 
Score: -1456660.125000 Penalty: 2324.707031
	Iteration 0F: 2 clusters Score -1456660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1447948.875000 Penalty: 4649.414062
	Iteration 0F: 3 clusters Score -1447949 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1450700.125000 Penalty: 4649.414062
	Iteration 1F: 3 clusters Score -1450700 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1451110.750000 Penalty: 4649.414062
	Iteration 2F: 3 clusters Score -1451111 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1451424.250000 Penalty: 4649.414062
	Iteration 3F: 3 clusters Score -1451424 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1451697.375000 Penalty: 4649.414062
	Iteration 4Q: 3 clusters Score -1451697 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1451950.875000 Penalty: 4649.414062
	Iteration 5Q: 3 clusters Score -1451951 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1452173.375000 Penalty: 4649.414062
	Iteration 6Q: 3 clusters Score -1452173 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1452401.875000 Penalty: 4649.414062
	Iteration 7Q: 3 clusters Score -1452402 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1452681.375000 Penalty: 4649.414062
	Iteration 8Q: 3 clusters Score -1452681 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1452969.250000 Penalty: 4649.414062
	Iteration 9Q: 3 clusters Score -1452969 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1453247.000000 Penalty: 4649.414062
	Iteration 10Q: 3 clusters Score -1453247 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1453506.375000 Penalty: 4649.414062
	Iteration 11Q: 3 clusters Score -1453506 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1453731.875000 Penalty: 4649.414062
	Iteration 12Q: 3 clusters Score -1453732 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1453921.375000 Penalty: 4649.414062
	Iteration 13Q: 3 clusters Score -1453921 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1454079.750000 Penalty: 4649.414062
	Iteration 14Q: 3 clusters Score -1454080 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1454208.125000 Penalty: 4649.414062
	Iteration 15Q: 3 clusters Score -1454208 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1454328.750000 Penalty: 4649.414062
	Iteration 16Q: 3 clusters Score -1454329 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1454417.250000 Penalty: 4649.414062
	Iteration 17Q: 3 clusters Score -1454417 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1454478.375000 Penalty: 4649.414062
	Iteration 18Q: 3 clusters Score -1454478 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1454532.125000 Penalty: 4649.414062
	Iteration 19Q: 3 clusters Score -1454532 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1454574.250000 Penalty: 4649.414062
	Iteration 20F: 3 clusters Score -1454574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1454600.250000 Penalty: 4649.414062
	Iteration 21Q: 3 clusters Score -1454600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1454616.625000 Penalty: 4649.414062
	Iteration 22Q: 3 clusters Score -1454617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1454630.375000 Penalty: 4649.414062
	Iteration 23Q: 3 clusters Score -1454630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1454638.125000 Penalty: 4649.414062
	Iteration 24Q: 3 clusters Score -1454638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1454644.875000 Penalty: 4649.414062
	Iteration 25Q: 3 clusters Score -1454645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1454646.375000 Penalty: 4649.414062
	Iteration 26Q: 3 clusters Score -1454646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1454651.750000 Penalty: 4649.414062
	Iteration 27Q: 3 clusters Score -1454652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1454658.500000 Penalty: 4649.414062
	Iteration 28Q: 3 clusters Score -1454658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1454663.000000 Penalty: 4649.414062
	Iteration 29Q: 3 clusters Score -1454663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1454672.000000 Penalty: 4649.414062
	Iteration 30Q: 3 clusters Score -1454672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1454674.125000 Penalty: 4649.414062
	Iteration 31Q: 3 clusters Score -1454674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1454678.875000 Penalty: 4649.414062
	Iteration 32Q: 3 clusters Score -1454679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1454679.250000 Penalty: 4649.414062
	Iteration 33Q: 3 clusters Score -1454679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1454681.750000 Penalty: 4649.414062
	Iteration 34Q: 3 clusters Score -1454682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1454681.500000 Penalty: 4649.414062
	Iteration 35Q: 3 clusters Score -1454682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1454682.500000 Penalty: 4649.414062
	Iteration 36Q: 3 clusters Score -1454682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1454684.375000 Penalty: 4649.414062
	Iteration 37Q: 3 clusters Score -1454684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1454686.500000 Penalty: 4649.414062
	Iteration 38Q: 3 clusters Score -1454686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1454686.375000 Penalty: 4649.414062
	Iteration 39Q: 3 clusters Score -1454686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1454687.875000 Penalty: 4649.414062
	Iteration 40F: 3 clusters Score -1454688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (115047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115047 members 
Entering Unmasked Estep 
Score: -14046588.000000 Penalty: 2889.967773
	Iteration 0F: 2 clusters Score -1.404659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57614 members 
Mstep: Class 2 contains 57433 members 
Entering Unmasked Estep 
Score: -13969658.000000 Penalty: 5779.935547
	Iteration 0F: 3 clusters Score -1.396966e+07 nChanged 54684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58220 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -14001095.000000 Penalty: 5779.935547
	Iteration 1F: 3 clusters Score -1.40011e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 56415 members 
Entering Unmasked Estep 
Score: -14002139.000000 Penalty: 5779.935547
	Iteration 2Q: 3 clusters Score -1.400214e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59428 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -14003497.000000 Penalty: 5779.935547
	Iteration 3Q: 3 clusters Score -1.40035e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60805 members 
Mstep: Class 2 contains 54242 members 
Entering Unmasked Estep 
Score: -14005600.000000 Penalty: 5779.935547
	Iteration 4Q: 3 clusters Score -1.40056e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -14008673.000000 Penalty: 5779.935547
	Iteration 5F: 3 clusters Score -1.400867e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66167 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -14013074.000000 Penalty: 5779.935547
	Iteration 6F: 3 clusters Score -1.401307e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70358 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -14018280.000000 Penalty: 5779.935547
	Iteration 7F: 3 clusters Score -1.401828e+07 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74821 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -14023660.000000 Penalty: 5779.935547
	Iteration 8F: 3 clusters Score -1.402366e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79078 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -14028434.000000 Penalty: 5779.935547
	Iteration 9F: 3 clusters Score -1.402843e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82807 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -14032320.000000 Penalty: 5779.935547
	Iteration 10Q: 3 clusters Score -1.403232e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -14035298.000000 Penalty: 5779.935547
	Iteration 11Q: 3 clusters Score -1.40353e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88618 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -14037098.000000 Penalty: 5779.935547
	Iteration 12Q: 3 clusters Score -1.40371e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91047 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -14038502.000000 Penalty: 5779.935547
	Iteration 13Q: 3 clusters Score -1.40385e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93280 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -14039587.000000 Penalty: 5779.935547
	Iteration 14Q: 3 clusters Score -1.403959e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95343 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -14040603.000000 Penalty: 5779.935547
	Iteration 15Q: 3 clusters Score -1.40406e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97186 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -14041537.000000 Penalty: 5779.935547
	Iteration 16Q: 3 clusters Score -1.404154e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98812 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -14042399.000000 Penalty: 5779.935547
	Iteration 17Q: 3 clusters Score -1.40424e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100318 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -14043037.000000 Penalty: 5779.935547
	Iteration 18Q: 3 clusters Score -1.404304e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101625 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -14043552.000000 Penalty: 5779.935547
	Iteration 19Q: 3 clusters Score -1.404355e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102780 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -14044041.000000 Penalty: 5779.935547
	Iteration 20F: 3 clusters Score -1.404404e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103784 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -14044384.000000 Penalty: 5779.935547
	Iteration 21Q: 3 clusters Score -1.404438e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104622 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -14044679.000000 Penalty: 5779.935547
	Iteration 22Q: 3 clusters Score -1.404468e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105305 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -14044883.000000 Penalty: 5779.935547
	Iteration 23Q: 3 clusters Score -1.404488e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105910 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -14045066.000000 Penalty: 5779.935547
	Iteration 24Q: 3 clusters Score -1.404507e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106453 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -14045186.000000 Penalty: 5779.935547
	Iteration 25Q: 3 clusters Score -1.404519e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106966 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -14045274.000000 Penalty: 5779.935547
	Iteration 26Q: 3 clusters Score -1.404527e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107401 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -14045359.000000 Penalty: 5779.935547
	Iteration 27Q: 3 clusters Score -1.404536e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107795 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -14045467.000000 Penalty: 5779.935547
	Iteration 28Q: 3 clusters Score -1.404547e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108168 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -14045569.000000 Penalty: 5779.935547
	Iteration 29Q: 3 clusters Score -1.404557e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108455 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -14045610.000000 Penalty: 5779.935547
	Iteration 30Q: 3 clusters Score -1.404561e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108672 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -14045643.000000 Penalty: 5779.935547
	Iteration 31Q: 3 clusters Score -1.404564e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108881 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -14045685.000000 Penalty: 5779.935547
	Iteration 32Q: 3 clusters Score -1.404568e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109052 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -14045710.000000 Penalty: 5779.935547
	Iteration 33Q: 3 clusters Score -1.404571e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109193 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -14045736.000000 Penalty: 5779.935547
	Iteration 34Q: 3 clusters Score -1.404574e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109314 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -14045791.000000 Penalty: 5779.935547
	Iteration 35Q: 3 clusters Score -1.404579e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109440 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -14045823.000000 Penalty: 5779.935547
	Iteration 36Q: 3 clusters Score -1.404582e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109541 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -14045809.000000 Penalty: 5779.935547
	Iteration 37Q: 3 clusters Score -1.404581e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109630 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -14045806.000000 Penalty: 5779.935547
	Iteration 38Q: 3 clusters Score -1.404581e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109718 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -14045843.000000 Penalty: 5779.935547
	Iteration 39Q: 3 clusters Score -1.404584e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109782 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -14045843.000000 Penalty: 5779.935547
	Iteration 40F: 3 clusters Score -1.404584e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109838 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -14045849.000000 Penalty: 5779.935547
	Iteration 41Q: 3 clusters Score -1.404585e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109882 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -14045869.000000 Penalty: 5779.935547
	Iteration 42Q: 3 clusters Score -1.404587e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109924 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -14045873.000000 Penalty: 5779.935547
	Iteration 43Q: 3 clusters Score -1.404587e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109953 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -14045876.000000 Penalty: 5779.935547
	Iteration 44Q: 3 clusters Score -1.404588e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109978 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -14045877.000000 Penalty: 5779.935547
	Iteration 45Q: 3 clusters Score -1.404588e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109991 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -14045874.000000 Penalty: 5779.935547
	Iteration 46Q: 3 clusters Score -1.404587e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110007 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -14045893.000000 Penalty: 5779.935547
	Iteration 47Q: 3 clusters Score -1.404589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110020 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -14045889.000000 Penalty: 5779.935547
	Iteration 48Q: 3 clusters Score -1.404589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110036 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -14045908.000000 Penalty: 5779.935547
	Iteration 49Q: 3 clusters Score -1.404591e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110047 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -14045913.000000 Penalty: 5779.935547
	Iteration 50Q: 3 clusters Score -1.404591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110054 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -14045918.000000 Penalty: 5779.935547
	Iteration 51Q: 3 clusters Score -1.404592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110066 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -14045921.000000 Penalty: 5779.935547
	Iteration 52Q: 3 clusters Score -1.404592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110071 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -14045940.000000 Penalty: 5779.935547
	Iteration 53Q: 3 clusters Score -1.404594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110074 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -14045926.000000 Penalty: 5779.935547
	Iteration 54Q: 3 clusters Score -1.404593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110075 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -14045920.000000 Penalty: 5779.935547
	Iteration 55Q: 3 clusters Score -1.404592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110076 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -14045923.000000 Penalty: 5779.935547
	Iteration 56Q: 3 clusters Score -1.404592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110078 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -14045927.000000 Penalty: 5779.935547
	Iteration 57Q: 3 clusters Score -1.404593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110081 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -14045932.000000 Penalty: 5779.935547
	Iteration 58Q: 3 clusters Score -1.404593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110085 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -14045932.000000 Penalty: 5779.935547
	Iteration 59Q: 3 clusters Score -1.404593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110087 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -14045932.000000 Penalty: 5779.935547
	Iteration 60F: 3 clusters Score -1.404593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110089 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -14045933.000000 Penalty: 5779.935547
	Iteration 61Q: 3 clusters Score -1.404593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110090 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -14045935.000000 Penalty: 5779.935547
	Iteration 62Q: 3 clusters Score -1.404594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110092 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -14045934.000000 Penalty: 5779.935547
	Iteration 63Q: 3 clusters Score -1.404593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110095 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -14045921.000000 Penalty: 5779.935547
	Iteration 64Q: 3 clusters Score -1.404592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110095 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -14045921.000000 Penalty: 5779.935547
	Iteration 65F: 3 clusters Score -1.404592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -48207.117188 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -48207.12 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 222 members 
Entering Unmasked Estep 
Score: -46741.648438 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -46741.65 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46883.820312 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -46883.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46931.582031 Penalty: 3051.755371
	Iteration 2Q: 3 clusters Score -46931.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46964.238281 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -46964.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46984.992188 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -46984.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46997.156250 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -46997.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47015.156250 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -47015.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47023.562500 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -47023.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47042.593750 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -47042.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47062.425781 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -47062.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47076.281250 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -47076.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47093.320312 Penalty: 3051.755371
	Iteration 11Q: 3 clusters Score -47093.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47122.757812 Penalty: 3051.755371
	Iteration 12Q: 3 clusters Score -47122.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47145.089844 Penalty: 3051.755371
	Iteration 13Q: 3 clusters Score -47145.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47183.937500 Penalty: 3051.755371
	Iteration 14Q: 3 clusters Score -47183.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47271.085938 Penalty: 3051.755371
	Iteration 15Q: 3 clusters Score -47271.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -47319.242188 Penalty: 3051.755371
	Iteration 16Q: 3 clusters Score -47319.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -47427.785156 Penalty: 3051.755371
	Iteration 17Q: 3 clusters Score -47427.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -47569.359375 Penalty: 3051.755371
	Iteration 18Q: 3 clusters Score -47569.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47715.187500 Penalty: 3051.755371
	Iteration 19Q: 3 clusters Score -47715.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -47893.355469 Penalty: 3051.755371
	Iteration 20F: 3 clusters Score -47893.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -47986.890625 Penalty: 3051.755371
	Iteration 21Q: 3 clusters Score -47986.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -48056.640625 Penalty: 3051.755371
	Iteration 22Q: 3 clusters Score -48056.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -48173.441406 Penalty: 3051.755371
	Iteration 23Q: 3 clusters Score -48173.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -48309.648438 Penalty: 3051.755371
	Iteration 24Q: 3 clusters Score -48309.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -48354.523438 Penalty: 3051.755371
	Iteration 25Q: 3 clusters Score -48354.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -48389.585938 Penalty: 3051.755371
	Iteration 26Q: 3 clusters Score -48389.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -48399.683594 Penalty: 3051.755371
	Iteration 27Q: 3 clusters Score -48399.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -48410.656250 Penalty: 3051.755371
	Iteration 28Q: 3 clusters Score -48410.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -48410.656250 Penalty: 3051.755371
	Iteration 29F: 3 clusters Score -48410.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115047 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 48928 members 
Mstep: Class 6 contains 160413 members 
Mstep: Class 7 contains 67050 members 
Mstep: Class 8 contains 15370 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194056 members 
Mstep: Class 13 contains 128728 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8833 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31183 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 26681 members 
Mstep: Class 21 contains 231099 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55005 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13126 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Mstep: Class 31 contains 150 members 
Entering Unmasked Estep 
Score: -158460048.000000 Penalty: 108421.421875
Splitting cluster 4 changes total score from -158461856.000000 to -158460048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (48928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Entering Unmasked Estep 
Score: -5569045.000000 Penalty: 2677.930176
	Iteration 0F: 2 clusters Score -5569045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -5536170.000000 Penalty: 5355.860352
	Iteration 0F: 3 clusters Score -5536170 nChanged 22581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -5549401.000000 Penalty: 5355.860352
	Iteration 1F: 3 clusters Score -5549401 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -5550671.000000 Penalty: 5355.860352
	Iteration 2F: 3 clusters Score -5550671 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -5552069.500000 Penalty: 5355.860352
	Iteration 3F: 3 clusters Score -5552070 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -5553587.000000 Penalty: 5355.860352
	Iteration 4F: 3 clusters Score -5553587 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -5555144.000000 Penalty: 5355.860352
	Iteration 5F: 3 clusters Score -5555144 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -5556797.000000 Penalty: 5355.860352
	Iteration 6F: 3 clusters Score -5556797 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -5558425.500000 Penalty: 5355.860352
	Iteration 7F: 3 clusters Score -5558426 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -5559990.000000 Penalty: 5355.860352
	Iteration 8Q: 3 clusters Score -5559990 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -5561358.000000 Penalty: 5355.860352
	Iteration 9Q: 3 clusters Score -5561358 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -5562528.500000 Penalty: 5355.860352
	Iteration 10Q: 3 clusters Score -5562528 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -5563526.000000 Penalty: 5355.860352
	Iteration 11Q: 3 clusters Score -5563526 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -5564288.000000 Penalty: 5355.860352
	Iteration 12Q: 3 clusters Score -5564288 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -5564902.000000 Penalty: 5355.860352
	Iteration 13Q: 3 clusters Score -5564902 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -5565430.000000 Penalty: 5355.860352
	Iteration 14Q: 3 clusters Score -5565430 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -5565932.000000 Penalty: 5355.860352
	Iteration 15Q: 3 clusters Score -5565932 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -5566313.000000 Penalty: 5355.860352
	Iteration 16Q: 3 clusters Score -5566313 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -5566645.000000 Penalty: 5355.860352
	Iteration 17Q: 3 clusters Score -5566645 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -5566899.000000 Penalty: 5355.860352
	Iteration 18Q: 3 clusters Score -5566899 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -5567072.500000 Penalty: 5355.860352
	Iteration 19Q: 3 clusters Score -5567072 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -5567186.000000 Penalty: 5355.860352
	Iteration 20F: 3 clusters Score -5567186 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -5567269.000000 Penalty: 5355.860352
	Iteration 21Q: 3 clusters Score -5567269 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5567318.000000 Penalty: 5355.860352
	Iteration 22Q: 3 clusters Score -5567318 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -5567368.000000 Penalty: 5355.860352
	Iteration 23Q: 3 clusters Score -5567368 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -5567401.500000 Penalty: 5355.860352
	Iteration 24Q: 3 clusters Score -5567402 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -5567444.500000 Penalty: 5355.860352
	Iteration 25Q: 3 clusters Score -5567444 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5567463.000000 Penalty: 5355.860352
	Iteration 26Q: 3 clusters Score -5567463 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -5567475.000000 Penalty: 5355.860352
	Iteration 27Q: 3 clusters Score -5567475 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -5567501.000000 Penalty: 5355.860352
	Iteration 28Q: 3 clusters Score -5567501 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -5567514.000000 Penalty: 5355.860352
	Iteration 29Q: 3 clusters Score -5567514 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5567528.500000 Penalty: 5355.860352
	Iteration 30Q: 3 clusters Score -5567528 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -5567569.000000 Penalty: 5355.860352
	Iteration 31Q: 3 clusters Score -5567569 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5567576.500000 Penalty: 5355.860352
	Iteration 32Q: 3 clusters Score -5567576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5567584.000000 Penalty: 5355.860352
	Iteration 33Q: 3 clusters Score -5567584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5567605.000000 Penalty: 5355.860352
	Iteration 34Q: 3 clusters Score -5567605 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5567621.000000 Penalty: 5355.860352
	Iteration 35Q: 3 clusters Score -5567621 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5567625.500000 Penalty: 5355.860352
	Iteration 36Q: 3 clusters Score -5567626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5567632.500000 Penalty: 5355.860352
	Iteration 37Q: 3 clusters Score -5567632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5567638.000000 Penalty: 5355.860352
	Iteration 38Q: 3 clusters Score -5567638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5567647.500000 Penalty: 5355.860352
	Iteration 39Q: 3 clusters Score -5567648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5567645.000000 Penalty: 5355.860352
	Iteration 40F: 3 clusters Score -5567645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -5567658.000000 Penalty: 5355.860352
	Iteration 41Q: 3 clusters Score -5567658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5567673.000000 Penalty: 5355.860352
	Iteration 42Q: 3 clusters Score -5567673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -5567678.500000 Penalty: 5355.860352
	Iteration 43Q: 3 clusters Score -5567678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5567685.500000 Penalty: 5355.860352
	Iteration 44Q: 3 clusters Score -5567686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5567684.500000 Penalty: 5355.860352
	Iteration 45Q: 3 clusters Score -5567684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -5567677.500000 Penalty: 5355.860352
	Iteration 46Q: 3 clusters Score -5567678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5567681.000000 Penalty: 5355.860352
	Iteration 47Q: 3 clusters Score -5567681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5567681.000000 Penalty: 5355.860352
	Iteration 48F: 3 clusters Score -5567681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (160413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160413 members 
Entering Unmasked Estep 
Score: -19447878.000000 Penalty: 2972.405762
	Iteration 0F: 2 clusters Score -1.944788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80170 members 
Mstep: Class 2 contains 80243 members 
Entering Unmasked Estep 
Score: -19340432.000000 Penalty: 5944.811523
	Iteration 0F: 3 clusters Score -1.934043e+07 nChanged 76865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78881 members 
Mstep: Class 2 contains 81532 members 
Entering Unmasked Estep 
Score: -19385314.000000 Penalty: 5944.811523
	Iteration 1F: 3 clusters Score -1.938531e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78036 members 
Mstep: Class 2 contains 82377 members 
Entering Unmasked Estep 
Score: -19386810.000000 Penalty: 5944.811523
	Iteration 2Q: 3 clusters Score -1.938681e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76562 members 
Mstep: Class 2 contains 83851 members 
Entering Unmasked Estep 
Score: -19389238.000000 Penalty: 5944.811523
	Iteration 3Q: 3 clusters Score -1.938924e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73940 members 
Mstep: Class 2 contains 86473 members 
Entering Unmasked Estep 
Score: -19392468.000000 Penalty: 5944.811523
	Iteration 4Q: 3 clusters Score -1.939247e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69702 members 
Mstep: Class 2 contains 90711 members 
Entering Unmasked Estep 
Score: -19396344.000000 Penalty: 5944.811523
	Iteration 5F: 3 clusters Score -1.939634e+07 nChanged 9793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63587 members 
Mstep: Class 2 contains 96826 members 
Entering Unmasked Estep 
Score: -19401588.000000 Penalty: 5944.811523
	Iteration 6F: 3 clusters Score -1.940159e+07 nChanged 10339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55882 members 
Mstep: Class 2 contains 104531 members 
Entering Unmasked Estep 
Score: -19407714.000000 Penalty: 5944.811523
	Iteration 7F: 3 clusters Score -1.940771e+07 nChanged 9825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 112662 members 
Entering Unmasked Estep 
Score: -19414160.000000 Penalty: 5944.811523
	Iteration 8F: 3 clusters Score -1.941416e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 120412 members 
Entering Unmasked Estep 
Score: -19420440.000000 Penalty: 5944.811523
	Iteration 9F: 3 clusters Score -1.942044e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 127315 members 
Entering Unmasked Estep 
Score: -19427258.000000 Penalty: 5944.811523
	Iteration 10Q: 3 clusters Score -1.942726e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 133017 members 
Entering Unmasked Estep 
Score: -19433456.000000 Penalty: 5944.811523
	Iteration 11Q: 3 clusters Score -1.943346e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 137097 members 
Entering Unmasked Estep 
Score: -19437380.000000 Penalty: 5944.811523
	Iteration 12Q: 3 clusters Score -1.943738e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 140299 members 
Entering Unmasked Estep 
Score: -19439990.000000 Penalty: 5944.811523
	Iteration 13Q: 3 clusters Score -1.943999e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 142752 members 
Entering Unmasked Estep 
Score: -19441912.000000 Penalty: 5944.811523
	Iteration 14Q: 3 clusters Score -1.944191e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 144713 members 
Entering Unmasked Estep 
Score: -19443096.000000 Penalty: 5944.811523
	Iteration 15Q: 3 clusters Score -1.94431e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 146260 members 
Entering Unmasked Estep 
Score: -19443932.000000 Penalty: 5944.811523
	Iteration 16Q: 3 clusters Score -1.944393e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 147546 members 
Entering Unmasked Estep 
Score: -19444466.000000 Penalty: 5944.811523
	Iteration 17Q: 3 clusters Score -1.944447e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 148626 members 
Entering Unmasked Estep 
Score: -19444776.000000 Penalty: 5944.811523
	Iteration 18Q: 3 clusters Score -1.944478e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 149495 members 
Entering Unmasked Estep 
Score: -19444970.000000 Penalty: 5944.811523
	Iteration 19Q: 3 clusters Score -1.944497e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 150225 members 
Entering Unmasked Estep 
Score: -19445102.000000 Penalty: 5944.811523
	Iteration 20F: 3 clusters Score -1.94451e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 150866 members 
Entering Unmasked Estep 
Score: -19445332.000000 Penalty: 5944.811523
	Iteration 21Q: 3 clusters Score -1.944533e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 151448 members 
Entering Unmasked Estep 
Score: -19445452.000000 Penalty: 5944.811523
	Iteration 22Q: 3 clusters Score -1.944545e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 151942 members 
Entering Unmasked Estep 
Score: -19445532.000000 Penalty: 5944.811523
	Iteration 23Q: 3 clusters Score -1.944553e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 152365 members 
Entering Unmasked Estep 
Score: -19445584.000000 Penalty: 5944.811523
	Iteration 24Q: 3 clusters Score -1.944558e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 152736 members 
Entering Unmasked Estep 
Score: -19445700.000000 Penalty: 5944.811523
	Iteration 25Q: 3 clusters Score -1.94457e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 153084 members 
Entering Unmasked Estep 
Score: -19445760.000000 Penalty: 5944.811523
	Iteration 26Q: 3 clusters Score -1.944576e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 153380 members 
Entering Unmasked Estep 
Score: -19445846.000000 Penalty: 5944.811523
	Iteration 27Q: 3 clusters Score -1.944585e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 153661 members 
Entering Unmasked Estep 
Score: -19445874.000000 Penalty: 5944.811523
	Iteration 28Q: 3 clusters Score -1.944587e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 153916 members 
Entering Unmasked Estep 
Score: -19445904.000000 Penalty: 5944.811523
	Iteration 29Q: 3 clusters Score -1.94459e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 154156 members 
Entering Unmasked Estep 
Score: -19445974.000000 Penalty: 5944.811523
	Iteration 30Q: 3 clusters Score -1.944597e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 154364 members 
Entering Unmasked Estep 
Score: -19445982.000000 Penalty: 5944.811523
	Iteration 31Q: 3 clusters Score -1.944598e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 154543 members 
Entering Unmasked Estep 
Score: -19445994.000000 Penalty: 5944.811523
	Iteration 32Q: 3 clusters Score -1.944599e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 154696 members 
Entering Unmasked Estep 
Score: -19446040.000000 Penalty: 5944.811523
	Iteration 33Q: 3 clusters Score -1.944604e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 154847 members 
Entering Unmasked Estep 
Score: -19446104.000000 Penalty: 5944.811523
	Iteration 34Q: 3 clusters Score -1.94461e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 154975 members 
Entering Unmasked Estep 
Score: -19446140.000000 Penalty: 5944.811523
	Iteration 35Q: 3 clusters Score -1.944614e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 155095 members 
Entering Unmasked Estep 
Score: -19446198.000000 Penalty: 5944.811523
	Iteration 36Q: 3 clusters Score -1.94462e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 155202 members 
Entering Unmasked Estep 
Score: -19446178.000000 Penalty: 5944.811523
	Iteration 37Q: 3 clusters Score -1.944618e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 155306 members 
Entering Unmasked Estep 
Score: -19446174.000000 Penalty: 5944.811523
	Iteration 38Q: 3 clusters Score -1.944617e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 155389 members 
Entering Unmasked Estep 
Score: -19446194.000000 Penalty: 5944.811523
	Iteration 39Q: 3 clusters Score -1.944619e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 155481 members 
Entering Unmasked Estep 
Score: -19446234.000000 Penalty: 5944.811523
	Iteration 40F: 3 clusters Score -1.944623e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 155553 members 
Entering Unmasked Estep 
Score: -19446234.000000 Penalty: 5944.811523
	Iteration 41Q: 3 clusters Score -1.944623e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 155612 members 
Entering Unmasked Estep 
Score: -19446216.000000 Penalty: 5944.811523
	Iteration 42Q: 3 clusters Score -1.944622e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 155665 members 
Entering Unmasked Estep 
Score: -19446216.000000 Penalty: 5944.811523
	Iteration 43Q: 3 clusters Score -1.944622e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 155709 members 
Entering Unmasked Estep 
Score: -19446218.000000 Penalty: 5944.811523
	Iteration 44Q: 3 clusters Score -1.944622e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 155750 members 
Entering Unmasked Estep 
Score: -19446222.000000 Penalty: 5944.811523
	Iteration 45Q: 3 clusters Score -1.944622e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 155786 members 
Entering Unmasked Estep 
Score: -19446228.000000 Penalty: 5944.811523
	Iteration 46Q: 3 clusters Score -1.944623e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 155820 members 
Entering Unmasked Estep 
Score: -19446240.000000 Penalty: 5944.811523
	Iteration 47Q: 3 clusters Score -1.944624e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 155859 members 
Entering Unmasked Estep 
Score: -19446254.000000 Penalty: 5944.811523
	Iteration 48Q: 3 clusters Score -1.944625e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 155889 members 
Entering Unmasked Estep 
Score: -19446242.000000 Penalty: 5944.811523
	Iteration 49Q: 3 clusters Score -1.944624e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 155921 members 
Entering Unmasked Estep 
Score: -19446240.000000 Penalty: 5944.811523
	Iteration 50Q: 3 clusters Score -1.944624e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 155944 members 
Entering Unmasked Estep 
Score: -19446252.000000 Penalty: 5944.811523
	Iteration 51Q: 3 clusters Score -1.944625e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 155964 members 
Entering Unmasked Estep 
Score: -19446232.000000 Penalty: 5944.811523
	Iteration 52Q: 3 clusters Score -1.944623e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 155975 members 
Entering Unmasked Estep 
Score: -19446230.000000 Penalty: 5944.811523
	Iteration 53Q: 3 clusters Score -1.944623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 155986 members 
Entering Unmasked Estep 
Score: -19446228.000000 Penalty: 5944.811523
	Iteration 54Q: 3 clusters Score -1.944623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 155993 members 
Entering Unmasked Estep 
Score: -19446234.000000 Penalty: 5944.811523
	Iteration 55Q: 3 clusters Score -1.944623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 156002 members 
Entering Unmasked Estep 
Score: -19446242.000000 Penalty: 5944.811523
	Iteration 56Q: 3 clusters Score -1.944624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 156010 members 
Entering Unmasked Estep 
Score: -19446236.000000 Penalty: 5944.811523
	Iteration 57Q: 3 clusters Score -1.944624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 156015 members 
Entering Unmasked Estep 
Score: -19446236.000000 Penalty: 5944.811523
	Iteration 58Q: 3 clusters Score -1.944624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 156019 members 
Entering Unmasked Estep 
Score: -19446246.000000 Penalty: 5944.811523
	Iteration 59Q: 3 clusters Score -1.944625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 156022 members 
Entering Unmasked Estep 
Score: -19446264.000000 Penalty: 5944.811523
	Iteration 60F: 3 clusters Score -1.944626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 156024 members 
Entering Unmasked Estep 
Score: -19446264.000000 Penalty: 5944.811523
	Iteration 61Q: 3 clusters Score -1.944626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 156028 members 
Entering Unmasked Estep 
Score: -19446260.000000 Penalty: 5944.811523
	Iteration 62Q: 3 clusters Score -1.944626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 156032 members 
Entering Unmasked Estep 
Score: -19446256.000000 Penalty: 5944.811523
	Iteration 63Q: 3 clusters Score -1.944626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 156037 members 
Entering Unmasked Estep 
Score: -19446262.000000 Penalty: 5944.811523
	Iteration 64Q: 3 clusters Score -1.944626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 156045 members 
Entering Unmasked Estep 
Score: -19446254.000000 Penalty: 5944.811523
	Iteration 65Q: 3 clusters Score -1.944625e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 156053 members 
Entering Unmasked Estep 
Score: -19446248.000000 Penalty: 5944.811523
	Iteration 66Q: 3 clusters Score -1.944625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 156061 members 
Entering Unmasked Estep 
Score: -19446252.000000 Penalty: 5944.811523
	Iteration 67Q: 3 clusters Score -1.944625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 156066 members 
Entering Unmasked Estep 
Score: -19446252.000000 Penalty: 5944.811523
	Iteration 68Q: 3 clusters Score -1.944625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 156072 members 
Entering Unmasked Estep 
Score: -19446260.000000 Penalty: 5944.811523
	Iteration 69Q: 3 clusters Score -1.944626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 156082 members 
Entering Unmasked Estep 
Score: -19446256.000000 Penalty: 5944.811523
	Iteration 70Q: 3 clusters Score -1.944626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 156087 members 
Entering Unmasked Estep 
Score: -19446246.000000 Penalty: 5944.811523
	Iteration 71Q: 3 clusters Score -1.944625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 156091 members 
Entering Unmasked Estep 
Score: -19446246.000000 Penalty: 5944.811523
	Iteration 72Q: 3 clusters Score -1.944625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 156093 members 
Entering Unmasked Estep 
Score: -19446246.000000 Penalty: 5944.811523
	Iteration 73Q: 3 clusters Score -1.944625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 156097 members 
Entering Unmasked Estep 
Score: -19446250.000000 Penalty: 5944.811523
	Iteration 74Q: 3 clusters Score -1.944625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 156100 members 
Entering Unmasked Estep 
Score: -19446236.000000 Penalty: 5944.811523
	Iteration 75Q: 3 clusters Score -1.944624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 156103 members 
Entering Unmasked Estep 
Score: -19446230.000000 Penalty: 5944.811523
	Iteration 76Q: 3 clusters Score -1.944623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 156108 members 
Entering Unmasked Estep 
Score: -19446228.000000 Penalty: 5944.811523
	Iteration 77Q: 3 clusters Score -1.944623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 156109 members 
Entering Unmasked Estep 
Score: -19446224.000000 Penalty: 5944.811523
	Iteration 78Q: 3 clusters Score -1.944622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 156109 members 
Entering Unmasked Estep 
Score: -19446234.000000 Penalty: 5944.811523
	Iteration 79Q: 3 clusters Score -1.944623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 156109 members 
Entering Unmasked Estep 
Score: -19446234.000000 Penalty: 5944.811523
	Iteration 80F: 3 clusters Score -1.944623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (67050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67050 members 
Entering Unmasked Estep 
Score: -8227387.500000 Penalty: 2756.072021
	Iteration 0F: 2 clusters Score -8227388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -8182351.500000 Penalty: 5512.144043
	Iteration 0F: 3 clusters Score -8182352 nChanged 31427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -8200107.000000 Penalty: 5512.144043
	Iteration 1F: 3 clusters Score -8200107 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -8200918.500000 Penalty: 5512.144043
	Iteration 2Q: 3 clusters Score -8200918 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -8201992.500000 Penalty: 5512.144043
	Iteration 3Q: 3 clusters Score -8201992 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -8203448.500000 Penalty: 5512.144043
	Iteration 4Q: 3 clusters Score -8203448 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -8205693.500000 Penalty: 5512.144043
	Iteration 5F: 3 clusters Score -8205694 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -8208651.000000 Penalty: 5512.144043
	Iteration 6F: 3 clusters Score -8208651 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -8212249.000000 Penalty: 5512.144043
	Iteration 7F: 3 clusters Score -8212249 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 56450 members 
Entering Unmasked Estep 
Score: -8216147.000000 Penalty: 5512.144043
	Iteration 8F: 3 clusters Score -8216147 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 60323 members 
Entering Unmasked Estep 
Score: -8219722.000000 Penalty: 5512.144043
	Iteration 9F: 3 clusters Score -8219722 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 63077 members 
Entering Unmasked Estep 
Score: -8222239.000000 Penalty: 5512.144043
	Iteration 10Q: 3 clusters Score -8222239 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 64658 members 
Entering Unmasked Estep 
Score: -8223661.500000 Penalty: 5512.144043
	Iteration 11Q: 3 clusters Score -8223662 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 65428 members 
Entering Unmasked Estep 
Score: -8224255.000000 Penalty: 5512.144043
	Iteration 12Q: 3 clusters Score -8224255 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 65825 members 
Entering Unmasked Estep 
Score: -8224600.500000 Penalty: 5512.144043
	Iteration 13Q: 3 clusters Score -8224600 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 66029 members 
Entering Unmasked Estep 
Score: -8224780.500000 Penalty: 5512.144043
	Iteration 14Q: 3 clusters Score -8224780 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 66151 members 
Entering Unmasked Estep 
Score: -8224901.000000 Penalty: 5512.144043
	Iteration 15Q: 3 clusters Score -8224901 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 66220 members 
Entering Unmasked Estep 
Score: -8224955.000000 Penalty: 5512.144043
	Iteration 16Q: 3 clusters Score -8224955 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 66271 members 
Entering Unmasked Estep 
Score: -8225010.000000 Penalty: 5512.144043
	Iteration 17Q: 3 clusters Score -8225010 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 66309 members 
Entering Unmasked Estep 
Score: -8225049.500000 Penalty: 5512.144043
	Iteration 18Q: 3 clusters Score -8225050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 66341 members 
Entering Unmasked Estep 
Score: -8225065.500000 Penalty: 5512.144043
	Iteration 19Q: 3 clusters Score -8225066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 66362 members 
Entering Unmasked Estep 
Score: -8225096.500000 Penalty: 5512.144043
	Iteration 20F: 3 clusters Score -8225096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 66378 members 
Entering Unmasked Estep 
Score: -8225099.500000 Penalty: 5512.144043
	Iteration 21Q: 3 clusters Score -8225100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 66389 members 
Entering Unmasked Estep 
Score: -8225110.000000 Penalty: 5512.144043
	Iteration 22Q: 3 clusters Score -8225110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 66392 members 
Entering Unmasked Estep 
Score: -8225115.500000 Penalty: 5512.144043
	Iteration 23Q: 3 clusters Score -8225116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 66400 members 
Entering Unmasked Estep 
Score: -8225113.500000 Penalty: 5512.144043
	Iteration 24Q: 3 clusters Score -8225114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 66408 members 
Entering Unmasked Estep 
Score: -8225127.500000 Penalty: 5512.144043
	Iteration 25Q: 3 clusters Score -8225128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 66409 members 
Entering Unmasked Estep 
Score: -8225124.000000 Penalty: 5512.144043
	Iteration 26Q: 3 clusters Score -8225124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 66414 members 
Entering Unmasked Estep 
Score: -8225134.500000 Penalty: 5512.144043
	Iteration 27Q: 3 clusters Score -8225134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -8225135.500000 Penalty: 5512.144043
	Iteration 28Q: 3 clusters Score -8225136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 66435 members 
Entering Unmasked Estep 
Score: -8225149.500000 Penalty: 5512.144043
	Iteration 29Q: 3 clusters Score -8225150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 66447 members 
Entering Unmasked Estep 
Score: -8225150.000000 Penalty: 5512.144043
	Iteration 30Q: 3 clusters Score -8225150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 66453 members 
Entering Unmasked Estep 
Score: -8225162.000000 Penalty: 5512.144043
	Iteration 31Q: 3 clusters Score -8225162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 66454 members 
Entering Unmasked Estep 
Score: -8225158.500000 Penalty: 5512.144043
	Iteration 32Q: 3 clusters Score -8225158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 66455 members 
Entering Unmasked Estep 
Score: -8225167.500000 Penalty: 5512.144043
	Iteration 33Q: 3 clusters Score -8225168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 66455 members 
Entering Unmasked Estep 
Score: -8225167.500000 Penalty: 5512.144043
	Iteration 34F: 3 clusters Score -8225168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Entering Unmasked Estep 
Score: -1783308.375000 Penalty: 2390.762939
	Iteration 0F: 2 clusters Score -1783308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1772302.875000 Penalty: 4781.525879
	Iteration 0F: 3 clusters Score -1772303 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1775766.875000 Penalty: 4781.525879
	Iteration 1F: 3 clusters Score -1775767 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1776162.875000 Penalty: 4781.525879
	Iteration 2F: 3 clusters Score -1776163 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1776509.875000 Penalty: 4781.525879
	Iteration 3F: 3 clusters Score -1776510 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1776855.375000 Penalty: 4781.525879
	Iteration 4Q: 3 clusters Score -1776855 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1777247.000000 Penalty: 4781.525879
	Iteration 5Q: 3 clusters Score -1777247 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1777685.500000 Penalty: 4781.525879
	Iteration 6Q: 3 clusters Score -1777686 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1778199.750000 Penalty: 4781.525879
	Iteration 7F: 3 clusters Score -1778200 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1778807.125000 Penalty: 4781.525879
	Iteration 8F: 3 clusters Score -1778807 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1779434.500000 Penalty: 4781.525879
	Iteration 9F: 3 clusters Score -1779434 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1779972.375000 Penalty: 4781.525879
	Iteration 10Q: 3 clusters Score -1779972 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1780406.625000 Penalty: 4781.525879
	Iteration 11Q: 3 clusters Score -1780407 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1780695.500000 Penalty: 4781.525879
	Iteration 12Q: 3 clusters Score -1780696 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -1780862.125000 Penalty: 4781.525879
	Iteration 13Q: 3 clusters Score -1780862 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1780954.875000 Penalty: 4781.525879
	Iteration 14Q: 3 clusters Score -1780955 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1781029.000000 Penalty: 4781.525879
	Iteration 15Q: 3 clusters Score -1781029 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1781072.750000 Penalty: 4781.525879
	Iteration 16Q: 3 clusters Score -1781073 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1781117.500000 Penalty: 4781.525879
	Iteration 17Q: 3 clusters Score -1781118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1781143.000000 Penalty: 4781.525879
	Iteration 18Q: 3 clusters Score -1781143 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1781163.125000 Penalty: 4781.525879
	Iteration 19Q: 3 clusters Score -1781163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1781177.000000 Penalty: 4781.525879
	Iteration 20F: 3 clusters Score -1781177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1781178.625000 Penalty: 4781.525879
	Iteration 21Q: 3 clusters Score -1781179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1781195.375000 Penalty: 4781.525879
	Iteration 22Q: 3 clusters Score -1781195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1781205.750000 Penalty: 4781.525879
	Iteration 23Q: 3 clusters Score -1781206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1781214.500000 Penalty: 4781.525879
	Iteration 24Q: 3 clusters Score -1781214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -1781217.625000 Penalty: 4781.525879
	Iteration 25Q: 3 clusters Score -1781218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1781218.000000 Penalty: 4781.525879
	Iteration 26Q: 3 clusters Score -1781218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1781218.375000 Penalty: 4781.525879
	Iteration 27Q: 3 clusters Score -1781218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1781219.750000 Penalty: 4781.525879
	Iteration 28Q: 3 clusters Score -1781220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1781219.750000 Penalty: 4781.525879
	Iteration 29F: 3 clusters Score -1781220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Entering Unmasked Estep 
Score: -1017956.125000 Penalty: 2252.996582
	Iteration 0F: 2 clusters Score -1017956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1011098.000000 Penalty: 4505.993164
	Iteration 0F: 3 clusters Score -1011098 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1013095.312500 Penalty: 4505.993164
	Iteration 1F: 3 clusters Score -1013095 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1013382.250000 Penalty: 4505.993164
	Iteration 2F: 3 clusters Score -1013382 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1013579.875000 Penalty: 4505.993164
	Iteration 3Q: 3 clusters Score -1013580 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1013743.562500 Penalty: 4505.993164
	Iteration 4Q: 3 clusters Score -1013744 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1013894.250000 Penalty: 4505.993164
	Iteration 5Q: 3 clusters Score -1013894 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1014033.625000 Penalty: 4505.993164
	Iteration 6Q: 3 clusters Score -1014034 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1014159.812500 Penalty: 4505.993164
	Iteration 7Q: 3 clusters Score -1014160 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1014291.937500 Penalty: 4505.993164
	Iteration 8Q: 3 clusters Score -1014292 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1014423.187500 Penalty: 4505.993164
	Iteration 9Q: 3 clusters Score -1014423 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1014557.875000 Penalty: 4505.993164
	Iteration 10Q: 3 clusters Score -1014558 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1014717.062500 Penalty: 4505.993164
	Iteration 11Q: 3 clusters Score -1014717 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1014854.000000 Penalty: 4505.993164
	Iteration 12Q: 3 clusters Score -1014854 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1015001.062500 Penalty: 4505.993164
	Iteration 13Q: 3 clusters Score -1015001 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1015139.312500 Penalty: 4505.993164
	Iteration 14Q: 3 clusters Score -1015139 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1015275.187500 Penalty: 4505.993164
	Iteration 15Q: 3 clusters Score -1015275 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1015405.812500 Penalty: 4505.993164
	Iteration 16Q: 3 clusters Score -1015406 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1015516.937500 Penalty: 4505.993164
	Iteration 17Q: 3 clusters Score -1015517 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1015589.812500 Penalty: 4505.993164
	Iteration 18Q: 3 clusters Score -1015590 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1015657.312500 Penalty: 4505.993164
	Iteration 19Q: 3 clusters Score -1015657 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1015716.687500 Penalty: 4505.993164
	Iteration 20F: 3 clusters Score -1015717 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1015776.375000 Penalty: 4505.993164
	Iteration 21Q: 3 clusters Score -1015776 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1015827.375000 Penalty: 4505.993164
	Iteration 22Q: 3 clusters Score -1015827 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1015882.875000 Penalty: 4505.993164
	Iteration 23Q: 3 clusters Score -1015883 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1015926.562500 Penalty: 4505.993164
	Iteration 24Q: 3 clusters Score -1015927 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1015955.812500 Penalty: 4505.993164
	Iteration 25Q: 3 clusters Score -1015956 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1015985.375000 Penalty: 4505.993164
	Iteration 26Q: 3 clusters Score -1015985 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1016014.312500 Penalty: 4505.993164
	Iteration 27Q: 3 clusters Score -1016014 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1016041.562500 Penalty: 4505.993164
	Iteration 28Q: 3 clusters Score -1016042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1016065.875000 Penalty: 4505.993164
	Iteration 29Q: 3 clusters Score -1016066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1016089.062500 Penalty: 4505.993164
	Iteration 30Q: 3 clusters Score -1016089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1016106.000000 Penalty: 4505.993164
	Iteration 31Q: 3 clusters Score -1016106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1016120.062500 Penalty: 4505.993164
	Iteration 32Q: 3 clusters Score -1016120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1016133.312500 Penalty: 4505.993164
	Iteration 33Q: 3 clusters Score -1016133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1016137.875000 Penalty: 4505.993164
	Iteration 34Q: 3 clusters Score -1016138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1016144.687500 Penalty: 4505.993164
	Iteration 35Q: 3 clusters Score -1016145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1016157.500000 Penalty: 4505.993164
	Iteration 36Q: 3 clusters Score -1016158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1016164.062500 Penalty: 4505.993164
	Iteration 37Q: 3 clusters Score -1016164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1016166.750000 Penalty: 4505.993164
	Iteration 38Q: 3 clusters Score -1016167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1016172.312500 Penalty: 4505.993164
	Iteration 39Q: 3 clusters Score -1016172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1016174.125000 Penalty: 4505.993164
	Iteration 40F: 3 clusters Score -1016174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1016174.687500 Penalty: 4505.993164
	Iteration 41Q: 3 clusters Score -1016175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1016174.937500 Penalty: 4505.993164
	Iteration 42Q: 3 clusters Score -1016175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1016177.187500 Penalty: 4505.993164
	Iteration 43Q: 3 clusters Score -1016177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1016177.187500 Penalty: 4505.993164
	Iteration 44F: 3 clusters Score -1016177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Entering Unmasked Estep 
Score: -4599990.500000 Penalty: 2612.244141
	Iteration 0F: 2 clusters Score -4599990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -4574404.000000 Penalty: 5224.488281
	Iteration 0F: 3 clusters Score -4574404 nChanged 17189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -4583957.000000 Penalty: 5224.488281
	Iteration 1F: 3 clusters Score -4583957 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -4584669.000000 Penalty: 5224.488281
	Iteration 2Q: 3 clusters Score -4584669 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -4585425.000000 Penalty: 5224.488281
	Iteration 3Q: 3 clusters Score -4585425 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -4586274.500000 Penalty: 5224.488281
	Iteration 4F: 3 clusters Score -4586274 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -4587410.000000 Penalty: 5224.488281
	Iteration 5F: 3 clusters Score -4587410 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -4588977.000000 Penalty: 5224.488281
	Iteration 6F: 3 clusters Score -4588977 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -4591184.000000 Penalty: 5224.488281
	Iteration 7F: 3 clusters Score -4591184 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -4593563.500000 Penalty: 5224.488281
	Iteration 8F: 3 clusters Score -4593564 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -4595575.500000 Penalty: 5224.488281
	Iteration 9F: 3 clusters Score -4595576 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -4596889.000000 Penalty: 5224.488281
	Iteration 10Q: 3 clusters Score -4596889 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -4597567.000000 Penalty: 5224.488281
	Iteration 11Q: 3 clusters Score -4597567 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -4597873.500000 Penalty: 5224.488281
	Iteration 12Q: 3 clusters Score -4597874 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -4598022.500000 Penalty: 5224.488281
	Iteration 13Q: 3 clusters Score -4598022 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -4598111.500000 Penalty: 5224.488281
	Iteration 14Q: 3 clusters Score -4598112 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -4598198.000000 Penalty: 5224.488281
	Iteration 15Q: 3 clusters Score -4598198 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -4598224.500000 Penalty: 5224.488281
	Iteration 16Q: 3 clusters Score -4598224 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -4598240.000000 Penalty: 5224.488281
	Iteration 17Q: 3 clusters Score -4598240 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -4598262.000000 Penalty: 5224.488281
	Iteration 18Q: 3 clusters Score -4598262 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -4598292.000000 Penalty: 5224.488281
	Iteration 19Q: 3 clusters Score -4598292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -4598323.000000 Penalty: 5224.488281
	Iteration 20F: 3 clusters Score -4598323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -4598343.000000 Penalty: 5224.488281
	Iteration 21Q: 3 clusters Score -4598343 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -4598354.000000 Penalty: 5224.488281
	Iteration 22Q: 3 clusters Score -4598354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -4598360.000000 Penalty: 5224.488281
	Iteration 23Q: 3 clusters Score -4598360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -4598370.000000 Penalty: 5224.488281
	Iteration 24Q: 3 clusters Score -4598370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -4598368.000000 Penalty: 5224.488281
	Iteration 25Q: 3 clusters Score -4598368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -4598382.000000 Penalty: 5224.488281
	Iteration 26Q: 3 clusters Score -4598382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -4598392.500000 Penalty: 5224.488281
	Iteration 27Q: 3 clusters Score -4598392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -4598395.000000 Penalty: 5224.488281
	Iteration 28Q: 3 clusters Score -4598395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -4598402.000000 Penalty: 5224.488281
	Iteration 29Q: 3 clusters Score -4598402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -4598404.000000 Penalty: 5224.488281
	Iteration 30Q: 3 clusters Score -4598404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -4598394.500000 Penalty: 5224.488281
	Iteration 31Q: 3 clusters Score -4598394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -4598390.500000 Penalty: 5224.488281
	Iteration 32Q: 3 clusters Score -4598390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -4598394.000000 Penalty: 5224.488281
	Iteration 33Q: 3 clusters Score -4598394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -4598393.000000 Penalty: 5224.488281
	Iteration 34Q: 3 clusters Score -4598393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -4598395.000000 Penalty: 5224.488281
	Iteration 35Q: 3 clusters Score -4598395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -4598393.500000 Penalty: 5224.488281
	Iteration 36Q: 3 clusters Score -4598394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -4598396.000000 Penalty: 5224.488281
	Iteration 37Q: 3 clusters Score -4598396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -4598396.500000 Penalty: 5224.488281
	Iteration 38Q: 3 clusters Score -4598396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -4598398.500000 Penalty: 5224.488281
	Iteration 39Q: 3 clusters Score -4598398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -4598401.500000 Penalty: 5224.488281
	Iteration 40F: 3 clusters Score -4598402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -4598405.000000 Penalty: 5224.488281
	Iteration 41Q: 3 clusters Score -4598405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -4598402.500000 Penalty: 5224.488281
	Iteration 42Q: 3 clusters Score -4598402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -4598402.500000 Penalty: 5224.488281
	Iteration 43F: 3 clusters Score -4598402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -75347.445312 Penalty: 1628.883301
	Iteration 0F: 2 clusters Score -75347.45 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 353 members 
Entering Unmasked Estep 
Score: -73758.609375 Penalty: 3257.766602
	Iteration 0F: 3 clusters Score -73758.61 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -74017.289062 Penalty: 3257.766602
	Iteration 1F: 3 clusters Score -74017.29 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -74134.304688 Penalty: 3257.766602
	Iteration 2F: 3 clusters Score -74134.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74172.234375 Penalty: 3257.766602
	Iteration 3Q: 3 clusters Score -74172.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74205.882812 Penalty: 3257.766602
	Iteration 4Q: 3 clusters Score -74205.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74251.648438 Penalty: 3257.766602
	Iteration 5Q: 3 clusters Score -74251.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -74266.820312 Penalty: 3257.766602
	Iteration 6Q: 3 clusters Score -74266.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -74275.796875 Penalty: 3257.766602
	Iteration 7Q: 3 clusters Score -74275.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -74286.914062 Penalty: 3257.766602
	Iteration 8Q: 3 clusters Score -74286.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -74287.476562 Penalty: 3257.766602
	Iteration 9Q: 3 clusters Score -74287.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -74287.476562 Penalty: 3257.766602
	Iteration 10F: 3 clusters Score -74287.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (194056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194056 members 
Entering Unmasked Estep 
Score: -23812282.000000 Penalty: 3019.623779
	Iteration 0F: 2 clusters Score -2.381228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97066 members 
Mstep: Class 2 contains 96990 members 
Entering Unmasked Estep 
Score: -23688416.000000 Penalty: 6039.247559
	Iteration 0F: 3 clusters Score -2.368842e+07 nChanged 93410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97546 members 
Mstep: Class 2 contains 96510 members 
Entering Unmasked Estep 
Score: -23742666.000000 Penalty: 6039.247559
	Iteration 1F: 3 clusters Score -2.374267e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97751 members 
Mstep: Class 2 contains 96305 members 
Entering Unmasked Estep 
Score: -23743326.000000 Penalty: 6039.247559
	Iteration 2Q: 3 clusters Score -2.374333e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98186 members 
Mstep: Class 2 contains 95870 members 
Entering Unmasked Estep 
Score: -23744352.000000 Penalty: 6039.247559
	Iteration 3Q: 3 clusters Score -2.374435e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99024 members 
Mstep: Class 2 contains 95032 members 
Entering Unmasked Estep 
Score: -23745586.000000 Penalty: 6039.247559
	Iteration 4Q: 3 clusters Score -2.374559e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100433 members 
Mstep: Class 2 contains 93623 members 
Entering Unmasked Estep 
Score: -23747272.000000 Penalty: 6039.247559
	Iteration 5Q: 3 clusters Score -2.374727e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102881 members 
Mstep: Class 2 contains 91175 members 
Entering Unmasked Estep 
Score: -23749576.000000 Penalty: 6039.247559
	Iteration 6Q: 3 clusters Score -2.374958e+07 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106888 members 
Mstep: Class 2 contains 87168 members 
Entering Unmasked Estep 
Score: -23752408.000000 Penalty: 6039.247559
	Iteration 7Q: 3 clusters Score -2.375241e+07 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112897 members 
Mstep: Class 2 contains 81159 members 
Entering Unmasked Estep 
Score: -23756774.000000 Penalty: 6039.247559
	Iteration 8Q: 3 clusters Score -2.375677e+07 nChanged 11586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121175 members 
Mstep: Class 2 contains 72881 members 
Entering Unmasked Estep 
Score: -23763296.000000 Penalty: 6039.247559
	Iteration 9F: 3 clusters Score -2.37633e+07 nChanged 12958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131353 members 
Mstep: Class 2 contains 62703 members 
Entering Unmasked Estep 
Score: -23771856.000000 Penalty: 6039.247559
	Iteration 10F: 3 clusters Score -2.377186e+07 nChanged 12587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141808 members 
Mstep: Class 2 contains 52248 members 
Entering Unmasked Estep 
Score: -23782288.000000 Penalty: 6039.247559
	Iteration 11F: 3 clusters Score -2.378229e+07 nChanged 10614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150734 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -23792170.000000 Penalty: 6039.247559
	Iteration 12F: 3 clusters Score -2.379217e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157089 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -23798388.000000 Penalty: 6039.247559
	Iteration 13Q: 3 clusters Score -2.379839e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161805 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -23801604.000000 Penalty: 6039.247559
	Iteration 14Q: 3 clusters Score -2.38016e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165668 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -23803584.000000 Penalty: 6039.247559
	Iteration 15Q: 3 clusters Score -2.380358e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168951 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -23804958.000000 Penalty: 6039.247559
	Iteration 16Q: 3 clusters Score -2.380496e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171830 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -23805888.000000 Penalty: 6039.247559
	Iteration 17Q: 3 clusters Score -2.380589e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174415 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -23806884.000000 Penalty: 6039.247559
	Iteration 18Q: 3 clusters Score -2.380688e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176677 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -23807814.000000 Penalty: 6039.247559
	Iteration 19Q: 3 clusters Score -2.380781e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178541 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -23808296.000000 Penalty: 6039.247559
	Iteration 20F: 3 clusters Score -2.38083e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180129 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -23808682.000000 Penalty: 6039.247559
	Iteration 21Q: 3 clusters Score -2.380868e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181481 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -23809128.000000 Penalty: 6039.247559
	Iteration 22Q: 3 clusters Score -2.380913e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182670 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -23809436.000000 Penalty: 6039.247559
	Iteration 23Q: 3 clusters Score -2.380944e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183739 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -23809624.000000 Penalty: 6039.247559
	Iteration 24Q: 3 clusters Score -2.380962e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184653 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -23809740.000000 Penalty: 6039.247559
	Iteration 25Q: 3 clusters Score -2.380974e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185452 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -23809880.000000 Penalty: 6039.247559
	Iteration 26Q: 3 clusters Score -2.380988e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186127 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -23809956.000000 Penalty: 6039.247559
	Iteration 27Q: 3 clusters Score -2.380996e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186696 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -23810048.000000 Penalty: 6039.247559
	Iteration 28Q: 3 clusters Score -2.381005e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187186 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -23810158.000000 Penalty: 6039.247559
	Iteration 29Q: 3 clusters Score -2.381016e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187603 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -23810180.000000 Penalty: 6039.247559
	Iteration 30Q: 3 clusters Score -2.381018e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188001 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -23810300.000000 Penalty: 6039.247559
	Iteration 31Q: 3 clusters Score -2.38103e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188356 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -23810320.000000 Penalty: 6039.247559
	Iteration 32Q: 3 clusters Score -2.381032e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188626 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -23810366.000000 Penalty: 6039.247559
	Iteration 33Q: 3 clusters Score -2.381037e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188871 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -23810404.000000 Penalty: 6039.247559
	Iteration 34Q: 3 clusters Score -2.38104e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189056 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -23810388.000000 Penalty: 6039.247559
	Iteration 35Q: 3 clusters Score -2.381039e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189220 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -23810366.000000 Penalty: 6039.247559
	Iteration 36Q: 3 clusters Score -2.381037e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189366 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -23810364.000000 Penalty: 6039.247559
	Iteration 37Q: 3 clusters Score -2.381036e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189501 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -23810342.000000 Penalty: 6039.247559
	Iteration 38Q: 3 clusters Score -2.381034e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189628 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -23810394.000000 Penalty: 6039.247559
	Iteration 39Q: 3 clusters Score -2.381039e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189742 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -23810374.000000 Penalty: 6039.247559
	Iteration 40F: 3 clusters Score -2.381037e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189854 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -23810384.000000 Penalty: 6039.247559
	Iteration 41Q: 3 clusters Score -2.381038e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189963 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -23810382.000000 Penalty: 6039.247559
	Iteration 42Q: 3 clusters Score -2.381038e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190070 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -23810418.000000 Penalty: 6039.247559
	Iteration 43Q: 3 clusters Score -2.381042e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190164 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -23810436.000000 Penalty: 6039.247559
	Iteration 44Q: 3 clusters Score -2.381044e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190236 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -23810434.000000 Penalty: 6039.247559
	Iteration 45Q: 3 clusters Score -2.381043e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190289 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -23810456.000000 Penalty: 6039.247559
	Iteration 46Q: 3 clusters Score -2.381046e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190334 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -23810436.000000 Penalty: 6039.247559
	Iteration 47Q: 3 clusters Score -2.381044e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190383 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -23810426.000000 Penalty: 6039.247559
	Iteration 48Q: 3 clusters Score -2.381043e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190438 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -23810384.000000 Penalty: 6039.247559
	Iteration 49Q: 3 clusters Score -2.381038e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190487 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -23810474.000000 Penalty: 6039.247559
	Iteration 50Q: 3 clusters Score -2.381047e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190525 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -23810458.000000 Penalty: 6039.247559
	Iteration 51Q: 3 clusters Score -2.381046e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190560 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -23810446.000000 Penalty: 6039.247559
	Iteration 52Q: 3 clusters Score -2.381045e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190587 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -23810478.000000 Penalty: 6039.247559
	Iteration 53Q: 3 clusters Score -2.381048e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190623 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -23810496.000000 Penalty: 6039.247559
	Iteration 54Q: 3 clusters Score -2.38105e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190652 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -23810470.000000 Penalty: 6039.247559
	Iteration 55Q: 3 clusters Score -2.381047e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190684 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -23810472.000000 Penalty: 6039.247559
	Iteration 56Q: 3 clusters Score -2.381047e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190718 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -23810488.000000 Penalty: 6039.247559
	Iteration 57Q: 3 clusters Score -2.381049e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190738 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -23810472.000000 Penalty: 6039.247559
	Iteration 58Q: 3 clusters Score -2.381047e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190765 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -23810460.000000 Penalty: 6039.247559
	Iteration 59Q: 3 clusters Score -2.381046e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190783 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -23810450.000000 Penalty: 6039.247559
	Iteration 60F: 3 clusters Score -2.381045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190803 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -23810466.000000 Penalty: 6039.247559
	Iteration 61Q: 3 clusters Score -2.381047e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190821 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -23810466.000000 Penalty: 6039.247559
	Iteration 62Q: 3 clusters Score -2.381047e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190848 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -23810440.000000 Penalty: 6039.247559
	Iteration 63Q: 3 clusters Score -2.381044e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190874 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -23810436.000000 Penalty: 6039.247559
	Iteration 64Q: 3 clusters Score -2.381044e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190899 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -23810436.000000 Penalty: 6039.247559
	Iteration 65Q: 3 clusters Score -2.381044e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190920 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -23810444.000000 Penalty: 6039.247559
	Iteration 66Q: 3 clusters Score -2.381044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190940 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -23810448.000000 Penalty: 6039.247559
	Iteration 67Q: 3 clusters Score -2.381045e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190965 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -23810472.000000 Penalty: 6039.247559
	Iteration 68Q: 3 clusters Score -2.381047e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190987 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -23810464.000000 Penalty: 6039.247559
	Iteration 69Q: 3 clusters Score -2.381046e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191002 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -23810468.000000 Penalty: 6039.247559
	Iteration 70Q: 3 clusters Score -2.381047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191013 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -23810454.000000 Penalty: 6039.247559
	Iteration 71Q: 3 clusters Score -2.381045e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191027 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -23810446.000000 Penalty: 6039.247559
	Iteration 72Q: 3 clusters Score -2.381045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191039 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -23810426.000000 Penalty: 6039.247559
	Iteration 73Q: 3 clusters Score -2.381043e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191049 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -23810436.000000 Penalty: 6039.247559
	Iteration 74Q: 3 clusters Score -2.381044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191059 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -23810446.000000 Penalty: 6039.247559
	Iteration 75Q: 3 clusters Score -2.381045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191069 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -23810428.000000 Penalty: 6039.247559
	Iteration 76Q: 3 clusters Score -2.381043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191082 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -23810438.000000 Penalty: 6039.247559
	Iteration 77Q: 3 clusters Score -2.381044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191092 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -23810430.000000 Penalty: 6039.247559
	Iteration 78Q: 3 clusters Score -2.381043e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191109 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -23810432.000000 Penalty: 6039.247559
	Iteration 79Q: 3 clusters Score -2.381043e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191129 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -23810426.000000 Penalty: 6039.247559
	Iteration 80F: 3 clusters Score -2.381043e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191143 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -23810406.000000 Penalty: 6039.247559
	Iteration 81Q: 3 clusters Score -2.381041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191153 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -23810424.000000 Penalty: 6039.247559
	Iteration 82Q: 3 clusters Score -2.381042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191159 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -23810422.000000 Penalty: 6039.247559
	Iteration 83Q: 3 clusters Score -2.381042e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191172 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -23810432.000000 Penalty: 6039.247559
	Iteration 84Q: 3 clusters Score -2.381043e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191182 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -23810442.000000 Penalty: 6039.247559
	Iteration 85Q: 3 clusters Score -2.381044e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191195 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -23810440.000000 Penalty: 6039.247559
	Iteration 86Q: 3 clusters Score -2.381044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191203 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -23810466.000000 Penalty: 6039.247559
	Iteration 87Q: 3 clusters Score -2.381047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191213 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -23810462.000000 Penalty: 6039.247559
	Iteration 88Q: 3 clusters Score -2.381046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191226 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -23810424.000000 Penalty: 6039.247559
	Iteration 89Q: 3 clusters Score -2.381042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191234 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -23810420.000000 Penalty: 6039.247559
	Iteration 90Q: 3 clusters Score -2.381042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191243 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -23810416.000000 Penalty: 6039.247559
	Iteration 91Q: 3 clusters Score -2.381042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191247 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -23810430.000000 Penalty: 6039.247559
	Iteration 92Q: 3 clusters Score -2.381043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191250 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -23810426.000000 Penalty: 6039.247559
	Iteration 93Q: 3 clusters Score -2.381043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191253 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -23810424.000000 Penalty: 6039.247559
	Iteration 94Q: 3 clusters Score -2.381042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191255 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -23810422.000000 Penalty: 6039.247559
	Iteration 95Q: 3 clusters Score -2.381042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191258 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -23810440.000000 Penalty: 6039.247559
	Iteration 96Q: 3 clusters Score -2.381044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191261 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -23810436.000000 Penalty: 6039.247559
	Iteration 97Q: 3 clusters Score -2.381044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191262 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -23810444.000000 Penalty: 6039.247559
	Iteration 98Q: 3 clusters Score -2.381044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191265 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -23810434.000000 Penalty: 6039.247559
	Iteration 99Q: 3 clusters Score -2.381043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191274 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -23810434.000000 Penalty: 6039.247559
	Iteration 100F: 3 clusters Score -2.381043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191280 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -23810422.000000 Penalty: 6039.247559
	Iteration 101Q: 3 clusters Score -2.381042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191283 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -23810422.000000 Penalty: 6039.247559
	Iteration 102Q: 3 clusters Score -2.381042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191286 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -23810416.000000 Penalty: 6039.247559
	Iteration 103Q: 3 clusters Score -2.381042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191295 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -23810418.000000 Penalty: 6039.247559
	Iteration 104Q: 3 clusters Score -2.381042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191298 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -23810414.000000 Penalty: 6039.247559
	Iteration 105Q: 3 clusters Score -2.381041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191299 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -23810418.000000 Penalty: 6039.247559
	Iteration 106Q: 3 clusters Score -2.381042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191300 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -23810434.000000 Penalty: 6039.247559
	Iteration 107Q: 3 clusters Score -2.381043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191301 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -23810436.000000 Penalty: 6039.247559
	Iteration 108Q: 3 clusters Score -2.381044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191301 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -23810436.000000 Penalty: 6039.247559
	Iteration 109F: 3 clusters Score -2.381044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (128728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128728 members 
Entering Unmasked Estep 
Score: -15730174.000000 Penalty: 2917.833496
	Iteration 0F: 2 clusters Score -1.573017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64052 members 
Mstep: Class 2 contains 64676 members 
Entering Unmasked Estep 
Score: -15644344.000000 Penalty: 5835.666992
	Iteration 0F: 3 clusters Score -1.564434e+07 nChanged 61554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61218 members 
Mstep: Class 2 contains 67510 members 
Entering Unmasked Estep 
Score: -15680725.000000 Penalty: 5835.666992
	Iteration 1F: 3 clusters Score -1.568072e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 68945 members 
Entering Unmasked Estep 
Score: -15682622.000000 Penalty: 5835.666992
	Iteration 2Q: 3 clusters Score -1.568262e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57819 members 
Mstep: Class 2 contains 70909 members 
Entering Unmasked Estep 
Score: -15685154.000000 Penalty: 5835.666992
	Iteration 3Q: 3 clusters Score -1.568515e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 73320 members 
Entering Unmasked Estep 
Score: -15688321.000000 Penalty: 5835.666992
	Iteration 4Q: 3 clusters Score -1.568832e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52475 members 
Mstep: Class 2 contains 76253 members 
Entering Unmasked Estep 
Score: -15691957.000000 Penalty: 5835.666992
	Iteration 5F: 3 clusters Score -1.569196e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 79772 members 
Entering Unmasked Estep 
Score: -15695837.000000 Penalty: 5835.666992
	Iteration 6F: 3 clusters Score -1.569584e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 84098 members 
Entering Unmasked Estep 
Score: -15699678.000000 Penalty: 5835.666992
	Iteration 7F: 3 clusters Score -1.569968e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 89162 members 
Entering Unmasked Estep 
Score: -15703426.000000 Penalty: 5835.666992
	Iteration 8F: 3 clusters Score -1.570343e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 94937 members 
Entering Unmasked Estep 
Score: -15707364.000000 Penalty: 5835.666992
	Iteration 9Q: 3 clusters Score -1.570736e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 100908 members 
Entering Unmasked Estep 
Score: -15711189.000000 Penalty: 5835.666992
	Iteration 10Q: 3 clusters Score -1.571119e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 106832 members 
Entering Unmasked Estep 
Score: -15715041.000000 Penalty: 5835.666992
	Iteration 11Q: 3 clusters Score -1.571504e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 112299 members 
Entering Unmasked Estep 
Score: -15718798.000000 Penalty: 5835.666992
	Iteration 12Q: 3 clusters Score -1.57188e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 116812 members 
Entering Unmasked Estep 
Score: -15721741.000000 Penalty: 5835.666992
	Iteration 13Q: 3 clusters Score -1.572174e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 120181 members 
Entering Unmasked Estep 
Score: -15723895.000000 Penalty: 5835.666992
	Iteration 14Q: 3 clusters Score -1.57239e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 122552 members 
Entering Unmasked Estep 
Score: -15725214.000000 Penalty: 5835.666992
	Iteration 15Q: 3 clusters Score -1.572521e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 124098 members 
Entering Unmasked Estep 
Score: -15726080.000000 Penalty: 5835.666992
	Iteration 16Q: 3 clusters Score -1.572608e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 125104 members 
Entering Unmasked Estep 
Score: -15726697.000000 Penalty: 5835.666992
	Iteration 17Q: 3 clusters Score -1.57267e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 125737 members 
Entering Unmasked Estep 
Score: -15727058.000000 Penalty: 5835.666992
	Iteration 18Q: 3 clusters Score -1.572706e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 126148 members 
Entering Unmasked Estep 
Score: -15727305.000000 Penalty: 5835.666992
	Iteration 19Q: 3 clusters Score -1.57273e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 126413 members 
Entering Unmasked Estep 
Score: -15727435.000000 Penalty: 5835.666992
	Iteration 20F: 3 clusters Score -1.572744e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 126616 members 
Entering Unmasked Estep 
Score: -15727543.000000 Penalty: 5835.666992
	Iteration 21Q: 3 clusters Score -1.572754e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 126766 members 
Entering Unmasked Estep 
Score: -15727632.000000 Penalty: 5835.666992
	Iteration 22Q: 3 clusters Score -1.572763e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 126891 members 
Entering Unmasked Estep 
Score: -15727680.000000 Penalty: 5835.666992
	Iteration 23Q: 3 clusters Score -1.572768e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 126983 members 
Entering Unmasked Estep 
Score: -15727730.000000 Penalty: 5835.666992
	Iteration 24Q: 3 clusters Score -1.572773e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 127060 members 
Entering Unmasked Estep 
Score: -15727749.000000 Penalty: 5835.666992
	Iteration 25Q: 3 clusters Score -1.572775e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 127127 members 
Entering Unmasked Estep 
Score: -15727786.000000 Penalty: 5835.666992
	Iteration 26Q: 3 clusters Score -1.572779e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 127169 members 
Entering Unmasked Estep 
Score: -15727800.000000 Penalty: 5835.666992
	Iteration 27Q: 3 clusters Score -1.57278e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 127192 members 
Entering Unmasked Estep 
Score: -15727828.000000 Penalty: 5835.666992
	Iteration 28Q: 3 clusters Score -1.572783e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 127211 members 
Entering Unmasked Estep 
Score: -15727841.000000 Penalty: 5835.666992
	Iteration 29Q: 3 clusters Score -1.572784e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 127216 members 
Entering Unmasked Estep 
Score: -15727857.000000 Penalty: 5835.666992
	Iteration 30Q: 3 clusters Score -1.572786e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 127228 members 
Entering Unmasked Estep 
Score: -15727884.000000 Penalty: 5835.666992
	Iteration 31Q: 3 clusters Score -1.572788e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 127259 members 
Entering Unmasked Estep 
Score: -15727900.000000 Penalty: 5835.666992
	Iteration 32Q: 3 clusters Score -1.57279e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 127283 members 
Entering Unmasked Estep 
Score: -15727909.000000 Penalty: 5835.666992
	Iteration 33Q: 3 clusters Score -1.572791e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 127299 members 
Entering Unmasked Estep 
Score: -15727927.000000 Penalty: 5835.666992
	Iteration 34Q: 3 clusters Score -1.572793e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 127317 members 
Entering Unmasked Estep 
Score: -15727950.000000 Penalty: 5835.666992
	Iteration 35Q: 3 clusters Score -1.572795e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 127340 members 
Entering Unmasked Estep 
Score: -15727945.000000 Penalty: 5835.666992
	Iteration 36Q: 3 clusters Score -1.572794e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 127353 members 
Entering Unmasked Estep 
Score: -15727955.000000 Penalty: 5835.666992
	Iteration 37Q: 3 clusters Score -1.572796e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 127359 members 
Entering Unmasked Estep 
Score: -15727964.000000 Penalty: 5835.666992
	Iteration 38Q: 3 clusters Score -1.572796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 127359 members 
Entering Unmasked Estep 
Score: -15727950.000000 Penalty: 5835.666992
	Iteration 39Q: 3 clusters Score -1.572795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 127363 members 
Entering Unmasked Estep 
Score: -15727957.000000 Penalty: 5835.666992
	Iteration 40F: 3 clusters Score -1.572796e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 127372 members 
Entering Unmasked Estep 
Score: -15727959.000000 Penalty: 5835.666992
	Iteration 41Q: 3 clusters Score -1.572796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 127375 members 
Entering Unmasked Estep 
Score: -15727962.000000 Penalty: 5835.666992
	Iteration 42Q: 3 clusters Score -1.572796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 127379 members 
Entering Unmasked Estep 
Score: -15727964.000000 Penalty: 5835.666992
	Iteration 43Q: 3 clusters Score -1.572796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 127380 members 
Entering Unmasked Estep 
Score: -15727957.000000 Penalty: 5835.666992
	Iteration 44Q: 3 clusters Score -1.572796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 127384 members 
Entering Unmasked Estep 
Score: -15727960.000000 Penalty: 5835.666992
	Iteration 45Q: 3 clusters Score -1.572796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 127387 members 
Entering Unmasked Estep 
Score: -15727964.000000 Penalty: 5835.666992
	Iteration 46Q: 3 clusters Score -1.572796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 127387 members 
Entering Unmasked Estep 
Score: -15727970.000000 Penalty: 5835.666992
	Iteration 47Q: 3 clusters Score -1.572797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 127391 members 
Entering Unmasked Estep 
Score: -15727957.000000 Penalty: 5835.666992
	Iteration 48Q: 3 clusters Score -1.572796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 127393 members 
Entering Unmasked Estep 
Score: -15727962.000000 Penalty: 5835.666992
	Iteration 49Q: 3 clusters Score -1.572796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 127390 members 
Entering Unmasked Estep 
Score: -15727965.000000 Penalty: 5835.666992
	Iteration 50Q: 3 clusters Score -1.572796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 127392 members 
Entering Unmasked Estep 
Score: -15727967.000000 Penalty: 5835.666992
	Iteration 51Q: 3 clusters Score -1.572797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 127393 members 
Entering Unmasked Estep 
Score: -15727968.000000 Penalty: 5835.666992
	Iteration 52Q: 3 clusters Score -1.572797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 127394 members 
Entering Unmasked Estep 
Score: -15727970.000000 Penalty: 5835.666992
	Iteration 53Q: 3 clusters Score -1.572797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 127395 members 
Entering Unmasked Estep 
Score: -15727968.000000 Penalty: 5835.666992
	Iteration 54Q: 3 clusters Score -1.572797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 127395 members 
Entering Unmasked Estep 
Score: -15727968.000000 Penalty: 5835.666992
	Iteration 55F: 3 clusters Score -1.572797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Entering Unmasked Estep 
Score: -2817195.500000 Penalty: 2493.630859
	Iteration 0F: 2 clusters Score -2817196 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 11645 members 
Entering Unmasked Estep 
Score: -2801009.750000 Penalty: 4987.261719
	Iteration 0F: 3 clusters Score -2801010 nChanged 10403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2806606.250000 Penalty: 4987.261719
	Iteration 1F: 3 clusters Score -2806606 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2807101.000000 Penalty: 4987.261719
	Iteration 2F: 3 clusters Score -2807101 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2807559.250000 Penalty: 4987.261719
	Iteration 3Q: 3 clusters Score -2807559 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2808028.500000 Penalty: 4987.261719
	Iteration 4Q: 3 clusters Score -2808028 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2808577.250000 Penalty: 4987.261719
	Iteration 5Q: 3 clusters Score -2808577 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2809199.750000 Penalty: 4987.261719
	Iteration 6F: 3 clusters Score -2809200 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2809900.500000 Penalty: 4987.261719
	Iteration 7F: 3 clusters Score -2809900 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2810588.500000 Penalty: 4987.261719
	Iteration 8Q: 3 clusters Score -2810588 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2811306.750000 Penalty: 4987.261719
	Iteration 9Q: 3 clusters Score -2811307 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2812006.000000 Penalty: 4987.261719
	Iteration 10Q: 3 clusters Score -2812006 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2812626.000000 Penalty: 4987.261719
	Iteration 11Q: 3 clusters Score -2812626 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2813225.250000 Penalty: 4987.261719
	Iteration 12Q: 3 clusters Score -2813225 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2813742.000000 Penalty: 4987.261719
	Iteration 13Q: 3 clusters Score -2813742 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2814067.250000 Penalty: 4987.261719
	Iteration 14Q: 3 clusters Score -2814067 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2814261.250000 Penalty: 4987.261719
	Iteration 15Q: 3 clusters Score -2814261 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2814408.750000 Penalty: 4987.261719
	Iteration 16Q: 3 clusters Score -2814409 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -2814516.750000 Penalty: 4987.261719
	Iteration 17Q: 3 clusters Score -2814517 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -2814592.750000 Penalty: 4987.261719
	Iteration 18Q: 3 clusters Score -2814593 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -2814652.250000 Penalty: 4987.261719
	Iteration 19Q: 3 clusters Score -2814652 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2814713.500000 Penalty: 4987.261719
	Iteration 20F: 3 clusters Score -2814714 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2814778.500000 Penalty: 4987.261719
	Iteration 21Q: 3 clusters Score -2814778 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2814804.750000 Penalty: 4987.261719
	Iteration 22Q: 3 clusters Score -2814805 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -2814844.000000 Penalty: 4987.261719
	Iteration 23Q: 3 clusters Score -2814844 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -2814869.750000 Penalty: 4987.261719
	Iteration 24Q: 3 clusters Score -2814870 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2814894.750000 Penalty: 4987.261719
	Iteration 25Q: 3 clusters Score -2814895 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -2814918.250000 Penalty: 4987.261719
	Iteration 26Q: 3 clusters Score -2814918 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -2814935.500000 Penalty: 4987.261719
	Iteration 27Q: 3 clusters Score -2814936 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2814953.500000 Penalty: 4987.261719
	Iteration 28Q: 3 clusters Score -2814954 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -2814973.500000 Penalty: 4987.261719
	Iteration 29Q: 3 clusters Score -2814974 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -2814990.250000 Penalty: 4987.261719
	Iteration 30Q: 3 clusters Score -2814990 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -2814995.500000 Penalty: 4987.261719
	Iteration 31Q: 3 clusters Score -2814996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2815007.750000 Penalty: 4987.261719
	Iteration 32Q: 3 clusters Score -2815008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -2815018.000000 Penalty: 4987.261719
	Iteration 33Q: 3 clusters Score -2815018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2815030.000000 Penalty: 4987.261719
	Iteration 34Q: 3 clusters Score -2815030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -2815042.500000 Penalty: 4987.261719
	Iteration 35Q: 3 clusters Score -2815042 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -2815049.750000 Penalty: 4987.261719
	Iteration 36Q: 3 clusters Score -2815050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -2815049.500000 Penalty: 4987.261719
	Iteration 37Q: 3 clusters Score -2815050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -2815050.750000 Penalty: 4987.261719
	Iteration 38Q: 3 clusters Score -2815051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -2815053.500000 Penalty: 4987.261719
	Iteration 39Q: 3 clusters Score -2815054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -2815063.250000 Penalty: 4987.261719
	Iteration 40F: 3 clusters Score -2815063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -2815064.500000 Penalty: 4987.261719
	Iteration 41Q: 3 clusters Score -2815064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -2815072.750000 Penalty: 4987.261719
	Iteration 42Q: 3 clusters Score -2815073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -2815076.250000 Penalty: 4987.261719
	Iteration 43Q: 3 clusters Score -2815076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -2815075.000000 Penalty: 4987.261719
	Iteration 44Q: 3 clusters Score -2815075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -2815075.000000 Penalty: 4987.261719
	Iteration 45F: 3 clusters Score -2815075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Entering Unmasked Estep 
Score: -1035919.500000 Penalty: 2253.390137
	Iteration 0F: 2 clusters Score -1035920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1029008.937500 Penalty: 4506.780273
	Iteration 0F: 3 clusters Score -1029009 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1031014.937500 Penalty: 4506.780273
	Iteration 1F: 3 clusters Score -1031015 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1031347.000000 Penalty: 4506.780273
	Iteration 2F: 3 clusters Score -1031347 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1031627.312500 Penalty: 4506.780273
	Iteration 3F: 3 clusters Score -1031627 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1031910.812500 Penalty: 4506.780273
	Iteration 4F: 3 clusters Score -1031911 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1032152.937500 Penalty: 4506.780273
	Iteration 5Q: 3 clusters Score -1032153 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1032376.937500 Penalty: 4506.780273
	Iteration 6Q: 3 clusters Score -1032377 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1032601.437500 Penalty: 4506.780273
	Iteration 7Q: 3 clusters Score -1032601 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1032813.000000 Penalty: 4506.780273
	Iteration 8Q: 3 clusters Score -1032813 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1033022.062500 Penalty: 4506.780273
	Iteration 9Q: 3 clusters Score -1033022 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1033205.062500 Penalty: 4506.780273
	Iteration 10Q: 3 clusters Score -1033205 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1033357.125000 Penalty: 4506.780273
	Iteration 11Q: 3 clusters Score -1033357 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1033465.000000 Penalty: 4506.780273
	Iteration 12Q: 3 clusters Score -1033465 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1033555.875000 Penalty: 4506.780273
	Iteration 13Q: 3 clusters Score -1033556 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1033615.062500 Penalty: 4506.780273
	Iteration 14Q: 3 clusters Score -1033615 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1033653.500000 Penalty: 4506.780273
	Iteration 15Q: 3 clusters Score -1033654 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1033685.437500 Penalty: 4506.780273
	Iteration 16Q: 3 clusters Score -1033685 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1033705.062500 Penalty: 4506.780273
	Iteration 17Q: 3 clusters Score -1033705 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1033715.125000 Penalty: 4506.780273
	Iteration 18Q: 3 clusters Score -1033715 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1033722.250000 Penalty: 4506.780273
	Iteration 19Q: 3 clusters Score -1033722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1033729.687500 Penalty: 4506.780273
	Iteration 20F: 3 clusters Score -1033730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1033735.375000 Penalty: 4506.780273
	Iteration 21Q: 3 clusters Score -1033735 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1033742.875000 Penalty: 4506.780273
	Iteration 22Q: 3 clusters Score -1033743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1033746.062500 Penalty: 4506.780273
	Iteration 23Q: 3 clusters Score -1033746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1033754.062500 Penalty: 4506.780273
	Iteration 24Q: 3 clusters Score -1033754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1033755.812500 Penalty: 4506.780273
	Iteration 25Q: 3 clusters Score -1033756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1033758.437500 Penalty: 4506.780273
	Iteration 26Q: 3 clusters Score -1033758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1033764.312500 Penalty: 4506.780273
	Iteration 27Q: 3 clusters Score -1033764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1033769.062500 Penalty: 4506.780273
	Iteration 28Q: 3 clusters Score -1033769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1033774.250000 Penalty: 4506.780273
	Iteration 29Q: 3 clusters Score -1033774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1033780.500000 Penalty: 4506.780273
	Iteration 30Q: 3 clusters Score -1033780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1033788.250000 Penalty: 4506.780273
	Iteration 31Q: 3 clusters Score -1033788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1033798.687500 Penalty: 4506.780273
	Iteration 32Q: 3 clusters Score -1033799 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1033810.375000 Penalty: 4506.780273
	Iteration 33Q: 3 clusters Score -1033810 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1033823.750000 Penalty: 4506.780273
	Iteration 34Q: 3 clusters Score -1033824 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1033835.812500 Penalty: 4506.780273
	Iteration 35Q: 3 clusters Score -1033836 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1033848.375000 Penalty: 4506.780273
	Iteration 36Q: 3 clusters Score -1033848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1033855.062500 Penalty: 4506.780273
	Iteration 37Q: 3 clusters Score -1033855 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1033862.000000 Penalty: 4506.780273
	Iteration 38Q: 3 clusters Score -1033862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1033870.875000 Penalty: 4506.780273
	Iteration 39Q: 3 clusters Score -1033871 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1033877.000000 Penalty: 4506.780273
	Iteration 40F: 3 clusters Score -1033877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1033883.000000 Penalty: 4506.780273
	Iteration 41Q: 3 clusters Score -1033883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1033888.375000 Penalty: 4506.780273
	Iteration 42Q: 3 clusters Score -1033888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1033896.500000 Penalty: 4506.780273
	Iteration 43Q: 3 clusters Score -1033896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1033899.750000 Penalty: 4506.780273
	Iteration 44Q: 3 clusters Score -1033900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1033904.625000 Penalty: 4506.780273
	Iteration 45Q: 3 clusters Score -1033905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1033910.437500 Penalty: 4506.780273
	Iteration 46Q: 3 clusters Score -1033910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1033914.312500 Penalty: 4506.780273
	Iteration 47Q: 3 clusters Score -1033914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1033917.875000 Penalty: 4506.780273
	Iteration 48Q: 3 clusters Score -1033918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1033919.250000 Penalty: 4506.780273
	Iteration 49Q: 3 clusters Score -1033919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1033923.375000 Penalty: 4506.780273
	Iteration 50Q: 3 clusters Score -1033923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1033923.750000 Penalty: 4506.780273
	Iteration 51Q: 3 clusters Score -1033924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1033925.312500 Penalty: 4506.780273
	Iteration 52Q: 3 clusters Score -1033925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1033925.500000 Penalty: 4506.780273
	Iteration 53Q: 3 clusters Score -1033926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1033924.937500 Penalty: 4506.780273
	Iteration 54Q: 3 clusters Score -1033925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1033925.375000 Penalty: 4506.780273
	Iteration 55Q: 3 clusters Score -1033925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1033925.375000 Penalty: 4506.780273
	Iteration 56F: 3 clusters Score -1033925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Entering Unmasked Estep 
Score: -1194246.875000 Penalty: 2281.145264
	Iteration 0F: 2 clusters Score -1194247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1186741.500000 Penalty: 4562.290527
	Iteration 0F: 3 clusters Score -1186742 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1189086.125000 Penalty: 4562.290527
	Iteration 1F: 3 clusters Score -1189086 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1189583.500000 Penalty: 4562.290527
	Iteration 2F: 3 clusters Score -1189584 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1189982.875000 Penalty: 4562.290527
	Iteration 3F: 3 clusters Score -1189983 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1190349.250000 Penalty: 4562.290527
	Iteration 4F: 3 clusters Score -1190349 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1190710.875000 Penalty: 4562.290527
	Iteration 5F: 3 clusters Score -1190711 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1191016.125000 Penalty: 4562.290527
	Iteration 6Q: 3 clusters Score -1191016 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1191251.500000 Penalty: 4562.290527
	Iteration 7Q: 3 clusters Score -1191252 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1191451.500000 Penalty: 4562.290527
	Iteration 8Q: 3 clusters Score -1191452 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1191618.625000 Penalty: 4562.290527
	Iteration 9Q: 3 clusters Score -1191619 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1191747.500000 Penalty: 4562.290527
	Iteration 10Q: 3 clusters Score -1191748 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1191874.125000 Penalty: 4562.290527
	Iteration 11Q: 3 clusters Score -1191874 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1191992.000000 Penalty: 4562.290527
	Iteration 12Q: 3 clusters Score -1191992 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1192095.375000 Penalty: 4562.290527
	Iteration 13Q: 3 clusters Score -1192095 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1192169.500000 Penalty: 4562.290527
	Iteration 14Q: 3 clusters Score -1192170 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1192223.875000 Penalty: 4562.290527
	Iteration 15Q: 3 clusters Score -1192224 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1192271.750000 Penalty: 4562.290527
	Iteration 16Q: 3 clusters Score -1192272 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1192316.250000 Penalty: 4562.290527
	Iteration 17Q: 3 clusters Score -1192316 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1192347.750000 Penalty: 4562.290527
	Iteration 18Q: 3 clusters Score -1192348 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1192376.375000 Penalty: 4562.290527
	Iteration 19Q: 3 clusters Score -1192376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1192400.000000 Penalty: 4562.290527
	Iteration 20F: 3 clusters Score -1192400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1192424.125000 Penalty: 4562.290527
	Iteration 21Q: 3 clusters Score -1192424 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1192440.000000 Penalty: 4562.290527
	Iteration 22Q: 3 clusters Score -1192440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1192452.750000 Penalty: 4562.290527
	Iteration 23Q: 3 clusters Score -1192453 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1192467.250000 Penalty: 4562.290527
	Iteration 24Q: 3 clusters Score -1192467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1192476.000000 Penalty: 4562.290527
	Iteration 25Q: 3 clusters Score -1192476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1192483.875000 Penalty: 4562.290527
	Iteration 26Q: 3 clusters Score -1192484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1192491.500000 Penalty: 4562.290527
	Iteration 27Q: 3 clusters Score -1192492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1192498.125000 Penalty: 4562.290527
	Iteration 28Q: 3 clusters Score -1192498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1192503.375000 Penalty: 4562.290527
	Iteration 29Q: 3 clusters Score -1192503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1192509.500000 Penalty: 4562.290527
	Iteration 30Q: 3 clusters Score -1192510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1192513.625000 Penalty: 4562.290527
	Iteration 31Q: 3 clusters Score -1192514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1192517.125000 Penalty: 4562.290527
	Iteration 32Q: 3 clusters Score -1192517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1192522.875000 Penalty: 4562.290527
	Iteration 33Q: 3 clusters Score -1192523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1192525.625000 Penalty: 4562.290527
	Iteration 34Q: 3 clusters Score -1192526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1192530.750000 Penalty: 4562.290527
	Iteration 35Q: 3 clusters Score -1192531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1192532.500000 Penalty: 4562.290527
	Iteration 36Q: 3 clusters Score -1192532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1192531.000000 Penalty: 4562.290527
	Iteration 37Q: 3 clusters Score -1192531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1192532.375000 Penalty: 4562.290527
	Iteration 38Q: 3 clusters Score -1192532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1192533.125000 Penalty: 4562.290527
	Iteration 39Q: 3 clusters Score -1192533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1192533.125000 Penalty: 4562.290527
	Iteration 40F: 3 clusters Score -1192533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Entering Unmasked Estep 
Score: -1432897.875000 Penalty: 2322.677002
	Iteration 0F: 2 clusters Score -1432898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1424134.875000 Penalty: 4645.354004
	Iteration 0F: 3 clusters Score -1424135 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1426851.000000 Penalty: 4645.354004
	Iteration 1F: 3 clusters Score -1426851 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1427299.250000 Penalty: 4645.354004
	Iteration 2F: 3 clusters Score -1427299 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1427659.625000 Penalty: 4645.354004
	Iteration 3F: 3 clusters Score -1427660 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1427956.375000 Penalty: 4645.354004
	Iteration 4Q: 3 clusters Score -1427956 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1428239.375000 Penalty: 4645.354004
	Iteration 5Q: 3 clusters Score -1428239 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1428490.750000 Penalty: 4645.354004
	Iteration 6Q: 3 clusters Score -1428491 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1428709.750000 Penalty: 4645.354004
	Iteration 7Q: 3 clusters Score -1428710 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1428884.875000 Penalty: 4645.354004
	Iteration 8Q: 3 clusters Score -1428885 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1429016.375000 Penalty: 4645.354004
	Iteration 9Q: 3 clusters Score -1429016 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1429137.250000 Penalty: 4645.354004
	Iteration 10Q: 3 clusters Score -1429137 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1429252.625000 Penalty: 4645.354004
	Iteration 11Q: 3 clusters Score -1429253 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1429386.500000 Penalty: 4645.354004
	Iteration 12Q: 3 clusters Score -1429386 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1429517.500000 Penalty: 4645.354004
	Iteration 13Q: 3 clusters Score -1429518 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1429646.875000 Penalty: 4645.354004
	Iteration 14Q: 3 clusters Score -1429647 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1429800.750000 Penalty: 4645.354004
	Iteration 15Q: 3 clusters Score -1429801 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1429967.375000 Penalty: 4645.354004
	Iteration 16Q: 3 clusters Score -1429967 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1430138.500000 Penalty: 4645.354004
	Iteration 17Q: 3 clusters Score -1430138 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1430302.875000 Penalty: 4645.354004
	Iteration 18Q: 3 clusters Score -1430303 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1430427.625000 Penalty: 4645.354004
	Iteration 19Q: 3 clusters Score -1430428 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1430531.375000 Penalty: 4645.354004
	Iteration 20F: 3 clusters Score -1430531 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1430617.375000 Penalty: 4645.354004
	Iteration 21Q: 3 clusters Score -1430617 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1430705.250000 Penalty: 4645.354004
	Iteration 22Q: 3 clusters Score -1430705 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1430802.500000 Penalty: 4645.354004
	Iteration 23Q: 3 clusters Score -1430802 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1430893.625000 Penalty: 4645.354004
	Iteration 24Q: 3 clusters Score -1430894 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1430980.250000 Penalty: 4645.354004
	Iteration 25Q: 3 clusters Score -1430980 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1431051.125000 Penalty: 4645.354004
	Iteration 26Q: 3 clusters Score -1431051 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1431106.125000 Penalty: 4645.354004
	Iteration 27Q: 3 clusters Score -1431106 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1431170.000000 Penalty: 4645.354004
	Iteration 28Q: 3 clusters Score -1431170 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1431207.625000 Penalty: 4645.354004
	Iteration 29Q: 3 clusters Score -1431208 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1431228.125000 Penalty: 4645.354004
	Iteration 30Q: 3 clusters Score -1431228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1431244.750000 Penalty: 4645.354004
	Iteration 31Q: 3 clusters Score -1431245 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1431271.000000 Penalty: 4645.354004
	Iteration 32Q: 3 clusters Score -1431271 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1431291.750000 Penalty: 4645.354004
	Iteration 33Q: 3 clusters Score -1431292 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1431310.875000 Penalty: 4645.354004
	Iteration 34Q: 3 clusters Score -1431311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1431321.375000 Penalty: 4645.354004
	Iteration 35Q: 3 clusters Score -1431321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1431325.375000 Penalty: 4645.354004
	Iteration 36Q: 3 clusters Score -1431325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1431329.375000 Penalty: 4645.354004
	Iteration 37Q: 3 clusters Score -1431329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1431336.000000 Penalty: 4645.354004
	Iteration 38Q: 3 clusters Score -1431336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1431340.625000 Penalty: 4645.354004
	Iteration 39Q: 3 clusters Score -1431341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1431345.500000 Penalty: 4645.354004
	Iteration 40F: 3 clusters Score -1431346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1431348.625000 Penalty: 4645.354004
	Iteration 41Q: 3 clusters Score -1431349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1431349.250000 Penalty: 4645.354004
	Iteration 42Q: 3 clusters Score -1431349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1431352.875000 Penalty: 4645.354004
	Iteration 43Q: 3 clusters Score -1431353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1431354.875000 Penalty: 4645.354004
	Iteration 44Q: 3 clusters Score -1431355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1431360.625000 Penalty: 4645.354004
	Iteration 45Q: 3 clusters Score -1431361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1431365.500000 Penalty: 4645.354004
	Iteration 46Q: 3 clusters Score -1431366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1431365.500000 Penalty: 4645.354004
	Iteration 47Q: 3 clusters Score -1431366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1431365.500000 Penalty: 4645.354004
	Iteration 48F: 3 clusters Score -1431366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Entering Unmasked Estep 
Score: -3849059.000000 Penalty: 2566.211914
	Iteration 0F: 2 clusters Score -3849059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -3827728.250000 Penalty: 5132.423828
	Iteration 0F: 3 clusters Score -3827728 nChanged 14102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3835421.750000 Penalty: 5132.423828
	Iteration 1F: 3 clusters Score -3835422 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -3835869.500000 Penalty: 5132.423828
	Iteration 2Q: 3 clusters Score -3835870 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -3836369.000000 Penalty: 5132.423828
	Iteration 3Q: 3 clusters Score -3836369 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -3836972.250000 Penalty: 5132.423828
	Iteration 4Q: 3 clusters Score -3836972 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -3837801.000000 Penalty: 5132.423828
	Iteration 5F: 3 clusters Score -3837801 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -3838951.750000 Penalty: 5132.423828
	Iteration 6F: 3 clusters Score -3838952 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -3840333.500000 Penalty: 5132.423828
	Iteration 7F: 3 clusters Score -3840334 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -3841716.500000 Penalty: 5132.423828
	Iteration 8F: 3 clusters Score -3841716 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -3842924.750000 Penalty: 5132.423828
	Iteration 9F: 3 clusters Score -3842925 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -3843912.750000 Penalty: 5132.423828
	Iteration 10Q: 3 clusters Score -3843913 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -3844684.500000 Penalty: 5132.423828
	Iteration 11Q: 3 clusters Score -3844684 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -3845136.000000 Penalty: 5132.423828
	Iteration 12Q: 3 clusters Score -3845136 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -3845355.000000 Penalty: 5132.423828
	Iteration 13Q: 3 clusters Score -3845355 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -3845557.250000 Penalty: 5132.423828
	Iteration 14Q: 3 clusters Score -3845557 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -3845668.750000 Penalty: 5132.423828
	Iteration 15Q: 3 clusters Score -3845669 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -3845764.250000 Penalty: 5132.423828
	Iteration 16Q: 3 clusters Score -3845764 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -3845863.000000 Penalty: 5132.423828
	Iteration 17Q: 3 clusters Score -3845863 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -3845929.500000 Penalty: 5132.423828
	Iteration 18Q: 3 clusters Score -3845930 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -3845971.750000 Penalty: 5132.423828
	Iteration 19Q: 3 clusters Score -3845972 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -3846027.750000 Penalty: 5132.423828
	Iteration 20F: 3 clusters Score -3846028 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -3846065.000000 Penalty: 5132.423828
	Iteration 21Q: 3 clusters Score -3846065 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -3846114.750000 Penalty: 5132.423828
	Iteration 22Q: 3 clusters Score -3846115 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -3846139.750000 Penalty: 5132.423828
	Iteration 23Q: 3 clusters Score -3846140 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -3846170.500000 Penalty: 5132.423828
	Iteration 24Q: 3 clusters Score -3846170 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -3846193.500000 Penalty: 5132.423828
	Iteration 25Q: 3 clusters Score -3846194 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -3846245.500000 Penalty: 5132.423828
	Iteration 26Q: 3 clusters Score -3846246 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -3846272.000000 Penalty: 5132.423828
	Iteration 27Q: 3 clusters Score -3846272 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -3846306.250000 Penalty: 5132.423828
	Iteration 28Q: 3 clusters Score -3846306 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -3846325.250000 Penalty: 5132.423828
	Iteration 29Q: 3 clusters Score -3846325 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -3846351.500000 Penalty: 5132.423828
	Iteration 30Q: 3 clusters Score -3846352 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -3846362.500000 Penalty: 5132.423828
	Iteration 31Q: 3 clusters Score -3846362 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -3846389.250000 Penalty: 5132.423828
	Iteration 32Q: 3 clusters Score -3846389 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -3846423.750000 Penalty: 5132.423828
	Iteration 33Q: 3 clusters Score -3846424 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -3846437.750000 Penalty: 5132.423828
	Iteration 34Q: 3 clusters Score -3846438 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -3846466.500000 Penalty: 5132.423828
	Iteration 35Q: 3 clusters Score -3846466 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -3846483.750000 Penalty: 5132.423828
	Iteration 36Q: 3 clusters Score -3846484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -3846507.000000 Penalty: 5132.423828
	Iteration 37Q: 3 clusters Score -3846507 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -3846522.750000 Penalty: 5132.423828
	Iteration 38Q: 3 clusters Score -3846523 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -3846528.750000 Penalty: 5132.423828
	Iteration 39Q: 3 clusters Score -3846529 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -3846546.500000 Penalty: 5132.423828
	Iteration 40F: 3 clusters Score -3846546 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -3846562.500000 Penalty: 5132.423828
	Iteration 41Q: 3 clusters Score -3846562 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -3846585.750000 Penalty: 5132.423828
	Iteration 42Q: 3 clusters Score -3846586 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -3846619.000000 Penalty: 5132.423828
	Iteration 43Q: 3 clusters Score -3846619 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -3846640.000000 Penalty: 5132.423828
	Iteration 44Q: 3 clusters Score -3846640 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -3846647.500000 Penalty: 5132.423828
	Iteration 45Q: 3 clusters Score -3846648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -3846661.750000 Penalty: 5132.423828
	Iteration 46Q: 3 clusters Score -3846662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -3846670.500000 Penalty: 5132.423828
	Iteration 47Q: 3 clusters Score -3846670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -3846683.000000 Penalty: 5132.423828
	Iteration 48Q: 3 clusters Score -3846683 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -3846694.250000 Penalty: 5132.423828
	Iteration 49Q: 3 clusters Score -3846694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -3846709.000000 Penalty: 5132.423828
	Iteration 50Q: 3 clusters Score -3846709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -3846710.250000 Penalty: 5132.423828
	Iteration 51Q: 3 clusters Score -3846710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -3846718.250000 Penalty: 5132.423828
	Iteration 52Q: 3 clusters Score -3846718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -3846731.750000 Penalty: 5132.423828
	Iteration 53Q: 3 clusters Score -3846732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -3846740.750000 Penalty: 5132.423828
	Iteration 54Q: 3 clusters Score -3846741 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -3846748.500000 Penalty: 5132.423828
	Iteration 55Q: 3 clusters Score -3846748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -3846765.750000 Penalty: 5132.423828
	Iteration 56Q: 3 clusters Score -3846766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -3846779.750000 Penalty: 5132.423828
	Iteration 57Q: 3 clusters Score -3846780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -3846788.500000 Penalty: 5132.423828
	Iteration 58Q: 3 clusters Score -3846788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -3846790.750000 Penalty: 5132.423828
	Iteration 59Q: 3 clusters Score -3846791 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -3846817.500000 Penalty: 5132.423828
	Iteration 60F: 3 clusters Score -3846818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -3846837.250000 Penalty: 5132.423828
	Iteration 61Q: 3 clusters Score -3846837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -3846842.250000 Penalty: 5132.423828
	Iteration 62Q: 3 clusters Score -3846842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -3846846.250000 Penalty: 5132.423828
	Iteration 63Q: 3 clusters Score -3846846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -3846850.500000 Penalty: 5132.423828
	Iteration 64Q: 3 clusters Score -3846850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -3846864.000000 Penalty: 5132.423828
	Iteration 65Q: 3 clusters Score -3846864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -3846865.750000 Penalty: 5132.423828
	Iteration 66Q: 3 clusters Score -3846866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -3846875.000000 Penalty: 5132.423828
	Iteration 67Q: 3 clusters Score -3846875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -3846879.500000 Penalty: 5132.423828
	Iteration 68Q: 3 clusters Score -3846880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -3846882.500000 Penalty: 5132.423828
	Iteration 69Q: 3 clusters Score -3846882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -3846877.250000 Penalty: 5132.423828
	Iteration 70Q: 3 clusters Score -3846877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -3846883.250000 Penalty: 5132.423828
	Iteration 71Q: 3 clusters Score -3846883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -3846887.000000 Penalty: 5132.423828
	Iteration 72Q: 3 clusters Score -3846887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -3846888.750000 Penalty: 5132.423828
	Iteration 73Q: 3 clusters Score -3846889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -3846882.750000 Penalty: 5132.423828
	Iteration 74Q: 3 clusters Score -3846883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -3846885.500000 Penalty: 5132.423828
	Iteration 75Q: 3 clusters Score -3846886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -3846890.250000 Penalty: 5132.423828
	Iteration 76Q: 3 clusters Score -3846890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -3846889.750000 Penalty: 5132.423828
	Iteration 77Q: 3 clusters Score -3846890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -3846895.250000 Penalty: 5132.423828
	Iteration 78Q: 3 clusters Score -3846895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -3846896.250000 Penalty: 5132.423828
	Iteration 79Q: 3 clusters Score -3846896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -3846902.000000 Penalty: 5132.423828
	Iteration 80F: 3 clusters Score -3846902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -3846908.000000 Penalty: 5132.423828
	Iteration 81Q: 3 clusters Score -3846908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -3846905.500000 Penalty: 5132.423828
	Iteration 82Q: 3 clusters Score -3846906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -3846908.500000 Penalty: 5132.423828
	Iteration 83Q: 3 clusters Score -3846908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -3846912.250000 Penalty: 5132.423828
	Iteration 84Q: 3 clusters Score -3846912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -3846913.000000 Penalty: 5132.423828
	Iteration 85Q: 3 clusters Score -3846913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -3846913.500000 Penalty: 5132.423828
	Iteration 86Q: 3 clusters Score -3846914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -3846918.500000 Penalty: 5132.423828
	Iteration 87Q: 3 clusters Score -3846918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -3846919.000000 Penalty: 5132.423828
	Iteration 88Q: 3 clusters Score -3846919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -3846917.000000 Penalty: 5132.423828
	Iteration 89Q: 3 clusters Score -3846917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -3846919.250000 Penalty: 5132.423828
	Iteration 90Q: 3 clusters Score -3846919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -3846921.250000 Penalty: 5132.423828
	Iteration 91Q: 3 clusters Score -3846921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -3846925.750000 Penalty: 5132.423828
	Iteration 92Q: 3 clusters Score -3846926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -3846926.500000 Penalty: 5132.423828
	Iteration 93Q: 3 clusters Score -3846926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -3846927.000000 Penalty: 5132.423828
	Iteration 94Q: 3 clusters Score -3846927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -3846925.000000 Penalty: 5132.423828
	Iteration 95Q: 3 clusters Score -3846925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -3846919.000000 Penalty: 5132.423828
	Iteration 96Q: 3 clusters Score -3846919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -3846921.000000 Penalty: 5132.423828
	Iteration 97Q: 3 clusters Score -3846921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -3846924.500000 Penalty: 5132.423828
	Iteration 98Q: 3 clusters Score -3846924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -3846922.000000 Penalty: 5132.423828
	Iteration 99Q: 3 clusters Score -3846922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -3846931.250000 Penalty: 5132.423828
	Iteration 100F: 3 clusters Score -3846931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -3846928.000000 Penalty: 5132.423828
	Iteration 101Q: 3 clusters Score -3846928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -3846928.000000 Penalty: 5132.423828
	Iteration 102F: 3 clusters Score -3846928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Entering Unmasked Estep 
Score: -1326992.125000 Penalty: 2309.866943
	Iteration 0F: 2 clusters Score -1326992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1318543.875000 Penalty: 4619.733887
	Iteration 0F: 3 clusters Score -1318544 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1321113.625000 Penalty: 4619.733887
	Iteration 1F: 3 clusters Score -1321114 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1321478.625000 Penalty: 4619.733887
	Iteration 2F: 3 clusters Score -1321479 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1321836.625000 Penalty: 4619.733887
	Iteration 3F: 3 clusters Score -1321837 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1322269.750000 Penalty: 4619.733887
	Iteration 4F: 3 clusters Score -1322270 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1322771.125000 Penalty: 4619.733887
	Iteration 5F: 3 clusters Score -1322771 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1323272.750000 Penalty: 4619.733887
	Iteration 6F: 3 clusters Score -1323273 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1323724.250000 Penalty: 4619.733887
	Iteration 7F: 3 clusters Score -1323724 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1324142.875000 Penalty: 4619.733887
	Iteration 8F: 3 clusters Score -1324143 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1324471.875000 Penalty: 4619.733887
	Iteration 9Q: 3 clusters Score -1324472 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1324732.000000 Penalty: 4619.733887
	Iteration 10Q: 3 clusters Score -1324732 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1324888.875000 Penalty: 4619.733887
	Iteration 11Q: 3 clusters Score -1324889 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1324995.625000 Penalty: 4619.733887
	Iteration 12Q: 3 clusters Score -1324996 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1325068.750000 Penalty: 4619.733887
	Iteration 13Q: 3 clusters Score -1325069 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1325140.625000 Penalty: 4619.733887
	Iteration 14Q: 3 clusters Score -1325141 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1325218.750000 Penalty: 4619.733887
	Iteration 15Q: 3 clusters Score -1325219 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1325287.750000 Penalty: 4619.733887
	Iteration 16Q: 3 clusters Score -1325288 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1325343.875000 Penalty: 4619.733887
	Iteration 17Q: 3 clusters Score -1325344 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1325392.750000 Penalty: 4619.733887
	Iteration 18Q: 3 clusters Score -1325393 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1325409.750000 Penalty: 4619.733887
	Iteration 19Q: 3 clusters Score -1325410 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1325429.375000 Penalty: 4619.733887
	Iteration 20F: 3 clusters Score -1325429 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1325454.625000 Penalty: 4619.733887
	Iteration 21Q: 3 clusters Score -1325455 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1325475.375000 Penalty: 4619.733887
	Iteration 22Q: 3 clusters Score -1325475 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1325489.000000 Penalty: 4619.733887
	Iteration 23Q: 3 clusters Score -1325489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1325501.250000 Penalty: 4619.733887
	Iteration 24Q: 3 clusters Score -1325501 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1325511.625000 Penalty: 4619.733887
	Iteration 25Q: 3 clusters Score -1325512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1325511.500000 Penalty: 4619.733887
	Iteration 26Q: 3 clusters Score -1325512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1325518.375000 Penalty: 4619.733887
	Iteration 27Q: 3 clusters Score -1325518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1325524.375000 Penalty: 4619.733887
	Iteration 28Q: 3 clusters Score -1325524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1325527.625000 Penalty: 4619.733887
	Iteration 29Q: 3 clusters Score -1325528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1325535.000000 Penalty: 4619.733887
	Iteration 30Q: 3 clusters Score -1325535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1325539.875000 Penalty: 4619.733887
	Iteration 31Q: 3 clusters Score -1325540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1325545.375000 Penalty: 4619.733887
	Iteration 32Q: 3 clusters Score -1325545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1325550.625000 Penalty: 4619.733887
	Iteration 33Q: 3 clusters Score -1325551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1325551.375000 Penalty: 4619.733887
	Iteration 34Q: 3 clusters Score -1325551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1325555.000000 Penalty: 4619.733887
	Iteration 35Q: 3 clusters Score -1325555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1325562.250000 Penalty: 4619.733887
	Iteration 36Q: 3 clusters Score -1325562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1325563.500000 Penalty: 4619.733887
	Iteration 37Q: 3 clusters Score -1325564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1325563.750000 Penalty: 4619.733887
	Iteration 38Q: 3 clusters Score -1325564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1325565.625000 Penalty: 4619.733887
	Iteration 39Q: 3 clusters Score -1325566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1325569.000000 Penalty: 4619.733887
	Iteration 40F: 3 clusters Score -1325569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1325571.750000 Penalty: 4619.733887
	Iteration 41Q: 3 clusters Score -1325572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1325572.750000 Penalty: 4619.733887
	Iteration 42Q: 3 clusters Score -1325573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1325573.375000 Penalty: 4619.733887
	Iteration 43Q: 3 clusters Score -1325573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1325574.375000 Penalty: 4619.733887
	Iteration 44Q: 3 clusters Score -1325574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1325575.750000 Penalty: 4619.733887
	Iteration 45Q: 3 clusters Score -1325576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1325574.125000 Penalty: 4619.733887
	Iteration 46Q: 3 clusters Score -1325574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1325574.125000 Penalty: 4619.733887
	Iteration 47F: 3 clusters Score -1325574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Entering Unmasked Estep 
Score: -3267180.250000 Penalty: 2527.543213
	Iteration 0F: 2 clusters Score -3267180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -3248702.000000 Penalty: 5055.086426
	Iteration 0F: 3 clusters Score -3248702 nChanged 11940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -3255258.000000 Penalty: 5055.086426
	Iteration 1F: 3 clusters Score -3255258 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -3255692.750000 Penalty: 5055.086426
	Iteration 2Q: 3 clusters Score -3255693 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -3256103.250000 Penalty: 5055.086426
	Iteration 3Q: 3 clusters Score -3256103 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3256541.000000 Penalty: 5055.086426
	Iteration 4Q: 3 clusters Score -3256541 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -3257056.000000 Penalty: 5055.086426
	Iteration 5Q: 3 clusters Score -3257056 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3257645.000000 Penalty: 5055.086426
	Iteration 6Q: 3 clusters Score -3257645 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -3258386.000000 Penalty: 5055.086426
	Iteration 7Q: 3 clusters Score -3258386 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -3259294.250000 Penalty: 5055.086426
	Iteration 8F: 3 clusters Score -3259294 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -3260347.500000 Penalty: 5055.086426
	Iteration 9F: 3 clusters Score -3260348 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -3261497.750000 Penalty: 5055.086426
	Iteration 10F: 3 clusters Score -3261498 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -3262569.000000 Penalty: 5055.086426
	Iteration 11F: 3 clusters Score -3262569 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -3263450.500000 Penalty: 5055.086426
	Iteration 12Q: 3 clusters Score -3263450 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -3264082.500000 Penalty: 5055.086426
	Iteration 13Q: 3 clusters Score -3264082 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3264500.750000 Penalty: 5055.086426
	Iteration 14Q: 3 clusters Score -3264501 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3264750.250000 Penalty: 5055.086426
	Iteration 15Q: 3 clusters Score -3264750 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -3264908.500000 Penalty: 5055.086426
	Iteration 16Q: 3 clusters Score -3264908 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -3265020.250000 Penalty: 5055.086426
	Iteration 17Q: 3 clusters Score -3265020 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -3265094.250000 Penalty: 5055.086426
	Iteration 18Q: 3 clusters Score -3265094 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -3265136.500000 Penalty: 5055.086426
	Iteration 19Q: 3 clusters Score -3265136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -3265186.750000 Penalty: 5055.086426
	Iteration 20F: 3 clusters Score -3265187 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -3265206.500000 Penalty: 5055.086426
	Iteration 21Q: 3 clusters Score -3265206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -3265234.750000 Penalty: 5055.086426
	Iteration 22Q: 3 clusters Score -3265235 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -3265256.750000 Penalty: 5055.086426
	Iteration 23Q: 3 clusters Score -3265257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -3265266.000000 Penalty: 5055.086426
	Iteration 24Q: 3 clusters Score -3265266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -3265277.500000 Penalty: 5055.086426
	Iteration 25Q: 3 clusters Score -3265278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -3265283.750000 Penalty: 5055.086426
	Iteration 26Q: 3 clusters Score -3265284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3265288.250000 Penalty: 5055.086426
	Iteration 27Q: 3 clusters Score -3265288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -3265288.000000 Penalty: 5055.086426
	Iteration 28Q: 3 clusters Score -3265288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -3265291.500000 Penalty: 5055.086426
	Iteration 29Q: 3 clusters Score -3265292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -3265293.000000 Penalty: 5055.086426
	Iteration 30Q: 3 clusters Score -3265293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -3265293.000000 Penalty: 5055.086426
	Iteration 31F: 3 clusters Score -3265293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (231099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231099 members 
Entering Unmasked Estep 
Score: -28203654.000000 Penalty: 3062.949219
	Iteration 0F: 2 clusters Score -2.820365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115616 members 
Mstep: Class 2 contains 115483 members 
Entering Unmasked Estep 
Score: -28051686.000000 Penalty: 6125.898438
	Iteration 0F: 3 clusters Score -2.805169e+07 nChanged 111517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117521 members 
Mstep: Class 2 contains 113578 members 
Entering Unmasked Estep 
Score: -28117854.000000 Penalty: 6125.898438
	Iteration 1F: 3 clusters Score -2.811785e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119135 members 
Mstep: Class 2 contains 111964 members 
Entering Unmasked Estep 
Score: -28119572.000000 Penalty: 6125.898438
	Iteration 2Q: 3 clusters Score -2.811957e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121975 members 
Mstep: Class 2 contains 109124 members 
Entering Unmasked Estep 
Score: -28121752.000000 Penalty: 6125.898438
	Iteration 3Q: 3 clusters Score -2.812175e+07 nChanged 9813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126836 members 
Mstep: Class 2 contains 104263 members 
Entering Unmasked Estep 
Score: -28125278.000000 Penalty: 6125.898438
	Iteration 4Q: 3 clusters Score -2.812528e+07 nChanged 12145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134043 members 
Mstep: Class 2 contains 97056 members 
Entering Unmasked Estep 
Score: -28130744.000000 Penalty: 6125.898438
	Iteration 5F: 3 clusters Score -2.813074e+07 nChanged 14153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143846 members 
Mstep: Class 2 contains 87253 members 
Entering Unmasked Estep 
Score: -28138240.000000 Penalty: 6125.898438
	Iteration 6F: 3 clusters Score -2.813824e+07 nChanged 15364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155604 members 
Mstep: Class 2 contains 75495 members 
Entering Unmasked Estep 
Score: -28147270.000000 Penalty: 6125.898438
	Iteration 7F: 3 clusters Score -2.814727e+07 nChanged 14995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168037 members 
Mstep: Class 2 contains 63062 members 
Entering Unmasked Estep 
Score: -28156420.000000 Penalty: 6125.898438
	Iteration 8F: 3 clusters Score -2.815642e+07 nChanged 13468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180197 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -28165158.000000 Penalty: 6125.898438
	Iteration 9F: 3 clusters Score -2.816516e+07 nChanged 11784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191517 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -28173452.000000 Penalty: 6125.898438
	Iteration 10F: 3 clusters Score -2.817345e+07 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201051 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -28180878.000000 Penalty: 6125.898438
	Iteration 11Q: 3 clusters Score -2.818088e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208277 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -28186910.000000 Penalty: 6125.898438
	Iteration 12Q: 3 clusters Score -2.818691e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213193 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -28191104.000000 Penalty: 6125.898438
	Iteration 13Q: 3 clusters Score -2.81911e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216468 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -28193838.000000 Penalty: 6125.898438
	Iteration 14Q: 3 clusters Score -2.819384e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218782 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -28195470.000000 Penalty: 6125.898438
	Iteration 15Q: 3 clusters Score -2.819547e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220568 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -28196604.000000 Penalty: 6125.898438
	Iteration 16Q: 3 clusters Score -2.81966e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221983 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -28197380.000000 Penalty: 6125.898438
	Iteration 17Q: 3 clusters Score -2.819738e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223231 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -28197958.000000 Penalty: 6125.898438
	Iteration 18Q: 3 clusters Score -2.819796e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224267 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -28198446.000000 Penalty: 6125.898438
	Iteration 19Q: 3 clusters Score -2.819845e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225151 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -28198966.000000 Penalty: 6125.898438
	Iteration 20F: 3 clusters Score -2.819897e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225919 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -28199352.000000 Penalty: 6125.898438
	Iteration 21Q: 3 clusters Score -2.819935e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226543 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -28199642.000000 Penalty: 6125.898438
	Iteration 22Q: 3 clusters Score -2.819964e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227030 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -28199894.000000 Penalty: 6125.898438
	Iteration 23Q: 3 clusters Score -2.819989e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227451 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -28200112.000000 Penalty: 6125.898438
	Iteration 24Q: 3 clusters Score -2.820011e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227803 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -28200306.000000 Penalty: 6125.898438
	Iteration 25Q: 3 clusters Score -2.820031e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228085 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -28200406.000000 Penalty: 6125.898438
	Iteration 26Q: 3 clusters Score -2.820041e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228326 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -28200564.000000 Penalty: 6125.898438
	Iteration 27Q: 3 clusters Score -2.820056e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228538 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -28200630.000000 Penalty: 6125.898438
	Iteration 28Q: 3 clusters Score -2.820063e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228722 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -28200730.000000 Penalty: 6125.898438
	Iteration 29Q: 3 clusters Score -2.820073e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228883 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -28200818.000000 Penalty: 6125.898438
	Iteration 30Q: 3 clusters Score -2.820082e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229010 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -28200890.000000 Penalty: 6125.898438
	Iteration 31Q: 3 clusters Score -2.820089e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229124 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -28200970.000000 Penalty: 6125.898438
	Iteration 32Q: 3 clusters Score -2.820097e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229218 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -28201002.000000 Penalty: 6125.898438
	Iteration 33Q: 3 clusters Score -2.8201e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229301 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -28201026.000000 Penalty: 6125.898438
	Iteration 34Q: 3 clusters Score -2.820103e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229367 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -28201052.000000 Penalty: 6125.898438
	Iteration 35Q: 3 clusters Score -2.820105e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229417 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -28201086.000000 Penalty: 6125.898438
	Iteration 36Q: 3 clusters Score -2.820109e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229460 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -28201108.000000 Penalty: 6125.898438
	Iteration 37Q: 3 clusters Score -2.820111e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229501 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -28201088.000000 Penalty: 6125.898438
	Iteration 38Q: 3 clusters Score -2.820109e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229534 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -28201110.000000 Penalty: 6125.898438
	Iteration 39Q: 3 clusters Score -2.820111e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229568 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -28201128.000000 Penalty: 6125.898438
	Iteration 40F: 3 clusters Score -2.820113e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229587 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -28201162.000000 Penalty: 6125.898438
	Iteration 41Q: 3 clusters Score -2.820116e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229615 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -28201180.000000 Penalty: 6125.898438
	Iteration 42Q: 3 clusters Score -2.820118e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229640 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -28201176.000000 Penalty: 6125.898438
	Iteration 43Q: 3 clusters Score -2.820118e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229657 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -28201164.000000 Penalty: 6125.898438
	Iteration 44Q: 3 clusters Score -2.820116e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229683 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -28201178.000000 Penalty: 6125.898438
	Iteration 45Q: 3 clusters Score -2.820118e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229703 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -28201182.000000 Penalty: 6125.898438
	Iteration 46Q: 3 clusters Score -2.820118e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229716 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -28201206.000000 Penalty: 6125.898438
	Iteration 47Q: 3 clusters Score -2.820121e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229735 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -28201202.000000 Penalty: 6125.898438
	Iteration 48Q: 3 clusters Score -2.82012e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229749 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -28201190.000000 Penalty: 6125.898438
	Iteration 49Q: 3 clusters Score -2.820119e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229759 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -28201222.000000 Penalty: 6125.898438
	Iteration 50Q: 3 clusters Score -2.820122e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229764 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -28201208.000000 Penalty: 6125.898438
	Iteration 51Q: 3 clusters Score -2.820121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229768 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -28201212.000000 Penalty: 6125.898438
	Iteration 52Q: 3 clusters Score -2.820121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229766 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -28201228.000000 Penalty: 6125.898438
	Iteration 53Q: 3 clusters Score -2.820123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229769 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -28201204.000000 Penalty: 6125.898438
	Iteration 54Q: 3 clusters Score -2.82012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229773 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -28201188.000000 Penalty: 6125.898438
	Iteration 55Q: 3 clusters Score -2.820119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229777 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -28201200.000000 Penalty: 6125.898438
	Iteration 56Q: 3 clusters Score -2.82012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229782 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -28201220.000000 Penalty: 6125.898438
	Iteration 57Q: 3 clusters Score -2.820122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229788 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -28201220.000000 Penalty: 6125.898438
	Iteration 58Q: 3 clusters Score -2.820122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229794 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -28201234.000000 Penalty: 6125.898438
	Iteration 59Q: 3 clusters Score -2.820123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229797 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -28201234.000000 Penalty: 6125.898438
	Iteration 60F: 3 clusters Score -2.820123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229802 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -28201248.000000 Penalty: 6125.898438
	Iteration 61Q: 3 clusters Score -2.820125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229805 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -28201234.000000 Penalty: 6125.898438
	Iteration 62Q: 3 clusters Score -2.820123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229805 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -28201244.000000 Penalty: 6125.898438
	Iteration 63Q: 3 clusters Score -2.820124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229809 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -28201254.000000 Penalty: 6125.898438
	Iteration 64Q: 3 clusters Score -2.820125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229813 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -28201256.000000 Penalty: 6125.898438
	Iteration 65Q: 3 clusters Score -2.820126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229814 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -28201258.000000 Penalty: 6125.898438
	Iteration 66Q: 3 clusters Score -2.820126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229816 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -28201258.000000 Penalty: 6125.898438
	Iteration 67Q: 3 clusters Score -2.820126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229819 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -28201252.000000 Penalty: 6125.898438
	Iteration 68Q: 3 clusters Score -2.820125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229821 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -28201258.000000 Penalty: 6125.898438
	Iteration 69Q: 3 clusters Score -2.820126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229822 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -28201248.000000 Penalty: 6125.898438
	Iteration 70Q: 3 clusters Score -2.820125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229823 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -28201254.000000 Penalty: 6125.898438
	Iteration 71Q: 3 clusters Score -2.820125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229823 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -28201254.000000 Penalty: 6125.898438
	Iteration 72F: 3 clusters Score -2.820125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -43241.019531 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -43241.02 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 204 members 
Entering Unmasked Estep 
Score: -41867.824219 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -41867.82 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41997.554688 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -41997.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42041.355469 Penalty: 2933.097656
	Iteration 2Q: 3 clusters Score -42041.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42052.359375 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -42052.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42053.941406 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -42053.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42057.265625 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -42057.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42059.691406 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -42059.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42059.691406 Penalty: 2933.097656
	Iteration 7F: 3 clusters Score -42059.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (55005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Entering Unmasked Estep 
Score: -6583950.500000 Penalty: 2706.964355
	Iteration 0F: 2 clusters Score -6583950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -6546813.500000 Penalty: 5413.928711
	Iteration 0F: 3 clusters Score -6546814 nChanged 25558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -6561182.500000 Penalty: 5413.928711
	Iteration 1F: 3 clusters Score -6561182 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -6561772.500000 Penalty: 5413.928711
	Iteration 2Q: 3 clusters Score -6561772 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -6562458.000000 Penalty: 5413.928711
	Iteration 3Q: 3 clusters Score -6562458 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -6563291.500000 Penalty: 5413.928711
	Iteration 4Q: 3 clusters Score -6563292 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -6564308.500000 Penalty: 5413.928711
	Iteration 5Q: 3 clusters Score -6564308 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -6565764.000000 Penalty: 5413.928711
	Iteration 6F: 3 clusters Score -6565764 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -6567746.000000 Penalty: 5413.928711
	Iteration 7F: 3 clusters Score -6567746 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -6570489.500000 Penalty: 5413.928711
	Iteration 8F: 3 clusters Score -6570490 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -6573685.000000 Penalty: 5413.928711
	Iteration 9F: 3 clusters Score -6573685 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -6576833.000000 Penalty: 5413.928711
	Iteration 10F: 3 clusters Score -6576833 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -6579083.500000 Penalty: 5413.928711
	Iteration 11Q: 3 clusters Score -6579084 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -6580425.500000 Penalty: 5413.928711
	Iteration 12Q: 3 clusters Score -6580426 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -6581156.000000 Penalty: 5413.928711
	Iteration 13Q: 3 clusters Score -6581156 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 53822 members 
Entering Unmasked Estep 
Score: -6581610.500000 Penalty: 5413.928711
	Iteration 14Q: 3 clusters Score -6581610 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -6581868.000000 Penalty: 5413.928711
	Iteration 15Q: 3 clusters Score -6581868 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 54110 members 
Entering Unmasked Estep 
Score: -6582104.500000 Penalty: 5413.928711
	Iteration 16Q: 3 clusters Score -6582104 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -6582290.000000 Penalty: 5413.928711
	Iteration 17Q: 3 clusters Score -6582290 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 54197 members 
Entering Unmasked Estep 
Score: -6582490.000000 Penalty: 5413.928711
	Iteration 18Q: 3 clusters Score -6582490 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 54226 members 
Entering Unmasked Estep 
Score: -6582672.500000 Penalty: 5413.928711
	Iteration 19Q: 3 clusters Score -6582672 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 54238 members 
Entering Unmasked Estep 
Score: -6582816.500000 Penalty: 5413.928711
	Iteration 20F: 3 clusters Score -6582816 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 54245 members 
Entering Unmasked Estep 
Score: -6582918.500000 Penalty: 5413.928711
	Iteration 21Q: 3 clusters Score -6582918 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 54263 members 
Entering Unmasked Estep 
Score: -6582986.000000 Penalty: 5413.928711
	Iteration 22Q: 3 clusters Score -6582986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 54276 members 
Entering Unmasked Estep 
Score: -6583033.500000 Penalty: 5413.928711
	Iteration 23Q: 3 clusters Score -6583034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -6583072.500000 Penalty: 5413.928711
	Iteration 24Q: 3 clusters Score -6583072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 54291 members 
Entering Unmasked Estep 
Score: -6583111.000000 Penalty: 5413.928711
	Iteration 25Q: 3 clusters Score -6583111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 54292 members 
Entering Unmasked Estep 
Score: -6583155.000000 Penalty: 5413.928711
	Iteration 26Q: 3 clusters Score -6583155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 54289 members 
Entering Unmasked Estep 
Score: -6583174.000000 Penalty: 5413.928711
	Iteration 27Q: 3 clusters Score -6583174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 54291 members 
Entering Unmasked Estep 
Score: -6583209.000000 Penalty: 5413.928711
	Iteration 28Q: 3 clusters Score -6583209 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 54299 members 
Entering Unmasked Estep 
Score: -6583232.000000 Penalty: 5413.928711
	Iteration 29Q: 3 clusters Score -6583232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 54301 members 
Entering Unmasked Estep 
Score: -6583251.500000 Penalty: 5413.928711
	Iteration 30Q: 3 clusters Score -6583252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 54301 members 
Entering Unmasked Estep 
Score: -6583259.500000 Penalty: 5413.928711
	Iteration 31Q: 3 clusters Score -6583260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 54304 members 
Entering Unmasked Estep 
Score: -6583249.000000 Penalty: 5413.928711
	Iteration 32Q: 3 clusters Score -6583249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 54304 members 
Entering Unmasked Estep 
Score: -6583253.000000 Penalty: 5413.928711
	Iteration 33Q: 3 clusters Score -6583253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 54303 members 
Entering Unmasked Estep 
Score: -6583256.000000 Penalty: 5413.928711
	Iteration 34Q: 3 clusters Score -6583256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -6583263.000000 Penalty: 5413.928711
	Iteration 35Q: 3 clusters Score -6583263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -6583263.500000 Penalty: 5413.928711
	Iteration 36Q: 3 clusters Score -6583264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 54306 members 
Entering Unmasked Estep 
Score: -6583261.000000 Penalty: 5413.928711
	Iteration 37Q: 3 clusters Score -6583261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 54306 members 
Entering Unmasked Estep 
Score: -6583261.000000 Penalty: 5413.928711
	Iteration 38F: 3 clusters Score -6583261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Entering Unmasked Estep 
Score: -2072484.625000 Penalty: 2407.573975
	Iteration 0F: 2 clusters Score -2072485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2060749.375000 Penalty: 4815.147949
	Iteration 0F: 3 clusters Score -2060749 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2064420.875000 Penalty: 4815.147949
	Iteration 1F: 3 clusters Score -2064421 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2064728.125000 Penalty: 4815.147949
	Iteration 2F: 3 clusters Score -2064728 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2064950.000000 Penalty: 4815.147949
	Iteration 3Q: 3 clusters Score -2064950 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2065143.125000 Penalty: 4815.147949
	Iteration 4Q: 3 clusters Score -2065143 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2065329.750000 Penalty: 4815.147949
	Iteration 5Q: 3 clusters Score -2065330 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2065516.125000 Penalty: 4815.147949
	Iteration 6Q: 3 clusters Score -2065516 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2065736.125000 Penalty: 4815.147949
	Iteration 7Q: 3 clusters Score -2065736 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2065987.000000 Penalty: 4815.147949
	Iteration 8Q: 3 clusters Score -2065987 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2066290.375000 Penalty: 4815.147949
	Iteration 9Q: 3 clusters Score -2066290 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2066760.750000 Penalty: 4815.147949
	Iteration 10Q: 3 clusters Score -2066761 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2067358.625000 Penalty: 4815.147949
	Iteration 11F: 3 clusters Score -2067359 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2068067.125000 Penalty: 4815.147949
	Iteration 12F: 3 clusters Score -2068067 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2068698.125000 Penalty: 4815.147949
	Iteration 13Q: 3 clusters Score -2068698 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2069219.250000 Penalty: 4815.147949
	Iteration 14Q: 3 clusters Score -2069219 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2069598.875000 Penalty: 4815.147949
	Iteration 15Q: 3 clusters Score -2069599 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2069860.875000 Penalty: 4815.147949
	Iteration 16Q: 3 clusters Score -2069861 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2070022.375000 Penalty: 4815.147949
	Iteration 17Q: 3 clusters Score -2070022 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2070134.125000 Penalty: 4815.147949
	Iteration 18Q: 3 clusters Score -2070134 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2070208.500000 Penalty: 4815.147949
	Iteration 19Q: 3 clusters Score -2070208 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2070252.375000 Penalty: 4815.147949
	Iteration 20F: 3 clusters Score -2070252 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2070291.250000 Penalty: 4815.147949
	Iteration 21Q: 3 clusters Score -2070291 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2070314.000000 Penalty: 4815.147949
	Iteration 22Q: 3 clusters Score -2070314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2070339.000000 Penalty: 4815.147949
	Iteration 23Q: 3 clusters Score -2070339 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2070360.750000 Penalty: 4815.147949
	Iteration 24Q: 3 clusters Score -2070361 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2070377.000000 Penalty: 4815.147949
	Iteration 25Q: 3 clusters Score -2070377 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2070396.500000 Penalty: 4815.147949
	Iteration 26Q: 3 clusters Score -2070396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2070407.250000 Penalty: 4815.147949
	Iteration 27Q: 3 clusters Score -2070407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2070415.625000 Penalty: 4815.147949
	Iteration 28Q: 3 clusters Score -2070416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2070430.250000 Penalty: 4815.147949
	Iteration 29Q: 3 clusters Score -2070430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2070441.500000 Penalty: 4815.147949
	Iteration 30Q: 3 clusters Score -2070442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2070447.750000 Penalty: 4815.147949
	Iteration 31Q: 3 clusters Score -2070448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2070448.750000 Penalty: 4815.147949
	Iteration 32Q: 3 clusters Score -2070449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2070452.625000 Penalty: 4815.147949
	Iteration 33Q: 3 clusters Score -2070453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2070459.625000 Penalty: 4815.147949
	Iteration 34Q: 3 clusters Score -2070460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2070465.625000 Penalty: 4815.147949
	Iteration 35Q: 3 clusters Score -2070466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2070468.750000 Penalty: 4815.147949
	Iteration 36Q: 3 clusters Score -2070469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2070469.625000 Penalty: 4815.147949
	Iteration 37Q: 3 clusters Score -2070470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2070469.375000 Penalty: 4815.147949
	Iteration 38Q: 3 clusters Score -2070469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2070472.500000 Penalty: 4815.147949
	Iteration 39Q: 3 clusters Score -2070472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2070471.750000 Penalty: 4815.147949
	Iteration 40F: 3 clusters Score -2070472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -725390.250000 Penalty: 2166.170898
	Iteration 0F: 2 clusters Score -725390.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -720171.875000 Penalty: 4332.341797
	Iteration 0F: 3 clusters Score -720171.9 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -721611.562500 Penalty: 4332.341797
	Iteration 1F: 3 clusters Score -721611.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -721995.500000 Penalty: 4332.341797
	Iteration 2F: 3 clusters Score -721995.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -722371.375000 Penalty: 4332.341797
	Iteration 3F: 3 clusters Score -722371.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -722687.812500 Penalty: 4332.341797
	Iteration 4F: 3 clusters Score -722687.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -722979.437500 Penalty: 4332.341797
	Iteration 5F: 3 clusters Score -722979.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -723251.562500 Penalty: 4332.341797
	Iteration 6F: 3 clusters Score -723251.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -723457.250000 Penalty: 4332.341797
	Iteration 7Q: 3 clusters Score -723457.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -723623.937500 Penalty: 4332.341797
	Iteration 8Q: 3 clusters Score -723623.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -723774.375000 Penalty: 4332.341797
	Iteration 9Q: 3 clusters Score -723774.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -723901.937500 Penalty: 4332.341797
	Iteration 10Q: 3 clusters Score -723901.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -723994.250000 Penalty: 4332.341797
	Iteration 11Q: 3 clusters Score -723994.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -724039.562500 Penalty: 4332.341797
	Iteration 12Q: 3 clusters Score -724039.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -724075.375000 Penalty: 4332.341797
	Iteration 13Q: 3 clusters Score -724075.4 nChanged 56
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: -724102.687500 Penalty: 4332.341797
	Iteration 14Q: 3 clusters Score -724102.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -724120.312500 Penalty: 4332.341797
	Iteration 15Q: 3 clusters Score -724120.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -724132.562500 Penalty: 4332.341797
	Iteration 16Q: 3 clusters Score -724132.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -724146.375000 Penalty: 4332.341797
	Iteration 17Q: 3 clusters Score -724146.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -724162.937500 Penalty: 4332.341797
	Iteration 18Q: 3 clusters Score -724162.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -724175.937500 Penalty: 4332.341797
	Iteration 19Q: 3 clusters Score -724175.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -724184.562500 Penalty: 4332.341797
	Iteration 20F: 3 clusters Score -724184.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -724191.812500 Penalty: 4332.341797
	Iteration 21Q: 3 clusters Score -724191.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -724200.312500 Penalty: 4332.341797
	Iteration 22Q: 3 clusters Score -724200.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -724203.437500 Penalty: 4332.341797
	Iteration 23Q: 3 clusters Score -724203.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -724207.687500 Penalty: 4332.341797
	Iteration 24Q: 3 clusters Score -724207.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -724213.125000 Penalty: 4332.341797
	Iteration 25Q: 3 clusters Score -724213.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -724216.375000 Penalty: 4332.341797
	Iteration 26Q: 3 clusters Score -724216.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -724219.687500 Penalty: 4332.341797
	Iteration 27Q: 3 clusters Score -724219.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -724224.000000 Penalty: 4332.341797
	Iteration 28Q: 3 clusters Score -724224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -724225.812500 Penalty: 4332.341797
	Iteration 29Q: 3 clusters Score -724225.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -724227.437500 Penalty: 4332.341797
	Iteration 30Q: 3 clusters Score -724227.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -724228.312500 Penalty: 4332.341797
	Iteration 31Q: 3 clusters Score -724228.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -724231.875000 Penalty: 4332.341797
	Iteration 32Q: 3 clusters Score -724231.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -724235.937500 Penalty: 4332.341797
	Iteration 33Q: 3 clusters Score -724235.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -724236.000000 Penalty: 4332.341797
	Iteration 34Q: 3 clusters Score -724236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -724238.000000 Penalty: 4332.341797
	Iteration 35Q: 3 clusters Score -724238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -724238.375000 Penalty: 4332.341797
	Iteration 36Q: 3 clusters Score -724238.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -724241.812500 Penalty: 4332.341797
	Iteration 37Q: 3 clusters Score -724241.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -724247.375000 Penalty: 4332.341797
	Iteration 38Q: 3 clusters Score -724247.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -724250.312500 Penalty: 4332.341797
	Iteration 39Q: 3 clusters Score -724250.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -724250.750000 Penalty: 4332.341797
	Iteration 40F: 3 clusters Score -724250.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -724252.875000 Penalty: 4332.341797
	Iteration 41Q: 3 clusters Score -724252.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -724254.875000 Penalty: 4332.341797
	Iteration 42Q: 3 clusters Score -724254.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -724258.000000 Penalty: 4332.341797
	Iteration 43Q: 3 clusters Score -724258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -724261.250000 Penalty: 4332.341797
	Iteration 44Q: 3 clusters Score -724261.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -724264.937500 Penalty: 4332.341797
	Iteration 45Q: 3 clusters Score -724264.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -724265.312500 Penalty: 4332.341797
	Iteration 46Q: 3 clusters Score -724265.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -724266.250000 Penalty: 4332.341797
	Iteration 47Q: 3 clusters Score -724266.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -724267.000000 Penalty: 4332.341797
	Iteration 48Q: 3 clusters Score -724267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -724266.062500 Penalty: 4332.341797
	Iteration 49Q: 3 clusters Score -724266.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -724266.062500 Penalty: 4332.341797
	Iteration 50F: 3 clusters Score -724266.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (31636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Entering Unmasked Estep 
Score: -3854787.250000 Penalty: 2569.788574
	Iteration 0F: 2 clusters Score -3854787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -3833090.250000 Penalty: 5139.577148
	Iteration 0F: 3 clusters Score -3833090 nChanged 14339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -3840811.250000 Penalty: 5139.577148
	Iteration 1F: 3 clusters Score -3840811 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -3841351.000000 Penalty: 5139.577148
	Iteration 2Q: 3 clusters Score -3841351 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -3841895.500000 Penalty: 5139.577148
	Iteration 3Q: 3 clusters Score -3841896 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3842584.750000 Penalty: 5139.577148
	Iteration 4Q: 3 clusters Score -3842585 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3843606.500000 Penalty: 5139.577148
	Iteration 5F: 3 clusters Score -3843606 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -3844947.750000 Penalty: 5139.577148
	Iteration 6F: 3 clusters Score -3844948 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3846436.500000 Penalty: 5139.577148
	Iteration 7F: 3 clusters Score -3846436 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -3847684.500000 Penalty: 5139.577148
	Iteration 8F: 3 clusters Score -3847684 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -3848554.500000 Penalty: 5139.577148
	Iteration 9F: 3 clusters Score -3848554 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -3849082.250000 Penalty: 5139.577148
	Iteration 10Q: 3 clusters Score -3849082 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -3849471.750000 Penalty: 5139.577148
	Iteration 11Q: 3 clusters Score -3849472 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -3849790.250000 Penalty: 5139.577148
	Iteration 12Q: 3 clusters Score -3849790 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -3850050.750000 Penalty: 5139.577148
	Iteration 13Q: 3 clusters Score -3850051 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -3850317.000000 Penalty: 5139.577148
	Iteration 14Q: 3 clusters Score -3850317 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -3850565.500000 Penalty: 5139.577148
	Iteration 15Q: 3 clusters Score -3850566 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -3850844.250000 Penalty: 5139.577148
	Iteration 16Q: 3 clusters Score -3850844 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -3851188.000000 Penalty: 5139.577148
	Iteration 17Q: 3 clusters Score -3851188 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -3851521.000000 Penalty: 5139.577148
	Iteration 18Q: 3 clusters Score -3851521 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -3851819.250000 Penalty: 5139.577148
	Iteration 19Q: 3 clusters Score -3851819 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -3852063.000000 Penalty: 5139.577148
	Iteration 20F: 3 clusters Score -3852063 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -3852195.000000 Penalty: 5139.577148
	Iteration 21Q: 3 clusters Score -3852195 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -3852320.500000 Penalty: 5139.577148
	Iteration 22Q: 3 clusters Score -3852320 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3852397.250000 Penalty: 5139.577148
	Iteration 23Q: 3 clusters Score -3852397 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3852460.500000 Penalty: 5139.577148
	Iteration 24Q: 3 clusters Score -3852460 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3852512.250000 Penalty: 5139.577148
	Iteration 25Q: 3 clusters Score -3852512 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3852556.000000 Penalty: 5139.577148
	Iteration 26Q: 3 clusters Score -3852556 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3852597.250000 Penalty: 5139.577148
	Iteration 27Q: 3 clusters Score -3852597 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3852632.500000 Penalty: 5139.577148
	Iteration 28Q: 3 clusters Score -3852632 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3852655.000000 Penalty: 5139.577148
	Iteration 29Q: 3 clusters Score -3852655 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3852665.500000 Penalty: 5139.577148
	Iteration 30Q: 3 clusters Score -3852666 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3852686.750000 Penalty: 5139.577148
	Iteration 31Q: 3 clusters Score -3852687 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3852707.750000 Penalty: 5139.577148
	Iteration 32Q: 3 clusters Score -3852708 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3852727.500000 Penalty: 5139.577148
	Iteration 33Q: 3 clusters Score -3852728 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3852737.750000 Penalty: 5139.577148
	Iteration 34Q: 3 clusters Score -3852738 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3852750.500000 Penalty: 5139.577148
	Iteration 35Q: 3 clusters Score -3852750 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3852769.500000 Penalty: 5139.577148
	Iteration 36Q: 3 clusters Score -3852770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3852775.250000 Penalty: 5139.577148
	Iteration 37Q: 3 clusters Score -3852775 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3852779.500000 Penalty: 5139.577148
	Iteration 38Q: 3 clusters Score -3852780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3852782.500000 Penalty: 5139.577148
	Iteration 39Q: 3 clusters Score -3852782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3852787.000000 Penalty: 5139.577148
	Iteration 40F: 3 clusters Score -3852787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3852785.750000 Penalty: 5139.577148
	Iteration 41Q: 3 clusters Score -3852786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3852789.250000 Penalty: 5139.577148
	Iteration 42Q: 3 clusters Score -3852789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3852788.000000 Penalty: 5139.577148
	Iteration 43Q: 3 clusters Score -3852788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3852791.750000 Penalty: 5139.577148
	Iteration 44Q: 3 clusters Score -3852792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3852791.750000 Penalty: 5139.577148
	Iteration 45F: 3 clusters Score -3852792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -64194.933594 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -64194.93 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 277 members 
Entering Unmasked Estep 
Score: -62648.339844 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -62648.34 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -62840.054688 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -62840.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -62894.625000 Penalty: 3154.348633
	Iteration 2Q: 3 clusters Score -62894.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -62931.156250 Penalty: 3154.348633
	Iteration 3Q: 3 clusters Score -62931.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62944.707031 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -62944.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -62960.156250 Penalty: 3154.348633
	Iteration 5Q: 3 clusters Score -62960.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62984.839844 Penalty: 3154.348633
	Iteration 6Q: 3 clusters Score -62984.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63006.750000 Penalty: 3154.348633
	Iteration 7Q: 3 clusters Score -63006.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63025.464844 Penalty: 3154.348633
	Iteration 8Q: 3 clusters Score -63025.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63038.496094 Penalty: 3154.348633
	Iteration 9Q: 3 clusters Score -63038.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63056.339844 Penalty: 3154.348633
	Iteration 10Q: 3 clusters Score -63056.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63079.183594 Penalty: 3154.348633
	Iteration 11Q: 3 clusters Score -63079.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -63088.996094 Penalty: 3154.348633
	Iteration 12Q: 3 clusters Score -63089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -63092.515625 Penalty: 3154.348633
	Iteration 13Q: 3 clusters Score -63092.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -63092.515625 Penalty: 3154.348633
	Iteration 14F: 3 clusters Score -63092.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Entering Unmasked Estep 
Score: -1507436.500000 Penalty: 2351.622803
	Iteration 0F: 2 clusters Score -1507436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1497778.000000 Penalty: 4703.245605
	Iteration 0F: 3 clusters Score -1497778 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1500796.250000 Penalty: 4703.245605
	Iteration 1F: 3 clusters Score -1500796 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1501165.625000 Penalty: 4703.245605
	Iteration 2F: 3 clusters Score -1501166 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1501446.000000 Penalty: 4703.245605
	Iteration 3F: 3 clusters Score -1501446 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1501688.000000 Penalty: 4703.245605
	Iteration 4Q: 3 clusters Score -1501688 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1501972.750000 Penalty: 4703.245605
	Iteration 5Q: 3 clusters Score -1501973 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1502330.250000 Penalty: 4703.245605
	Iteration 6Q: 3 clusters Score -1502330 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1502723.250000 Penalty: 4703.245605
	Iteration 7Q: 3 clusters Score -1502723 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1503115.250000 Penalty: 4703.245605
	Iteration 8Q: 3 clusters Score -1503115 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1503472.750000 Penalty: 4703.245605
	Iteration 9Q: 3 clusters Score -1503473 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1503867.000000 Penalty: 4703.245605
	Iteration 10Q: 3 clusters Score -1503867 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1504222.875000 Penalty: 4703.245605
	Iteration 11Q: 3 clusters Score -1504223 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1504559.875000 Penalty: 4703.245605
	Iteration 12Q: 3 clusters Score -1504560 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1504829.625000 Penalty: 4703.245605
	Iteration 13Q: 3 clusters Score -1504830 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1505051.625000 Penalty: 4703.245605
	Iteration 14Q: 3 clusters Score -1505052 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1505279.250000 Penalty: 4703.245605
	Iteration 15Q: 3 clusters Score -1505279 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1505473.625000 Penalty: 4703.245605
	Iteration 16Q: 3 clusters Score -1505474 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1505653.500000 Penalty: 4703.245605
	Iteration 17Q: 3 clusters Score -1505654 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1505796.625000 Penalty: 4703.245605
	Iteration 18Q: 3 clusters Score -1505797 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1505884.000000 Penalty: 4703.245605
	Iteration 19Q: 3 clusters Score -1505884 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1505947.125000 Penalty: 4703.245605
	Iteration 20F: 3 clusters Score -1505947 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1505979.125000 Penalty: 4703.245605
	Iteration 21Q: 3 clusters Score -1505979 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1506006.500000 Penalty: 4703.245605
	Iteration 22Q: 3 clusters Score -1506006 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1506022.375000 Penalty: 4703.245605
	Iteration 23Q: 3 clusters Score -1506022 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1506047.375000 Penalty: 4703.245605
	Iteration 24Q: 3 clusters Score -1506047 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1506068.625000 Penalty: 4703.245605
	Iteration 25Q: 3 clusters Score -1506069 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1506077.250000 Penalty: 4703.245605
	Iteration 26Q: 3 clusters Score -1506077 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1506081.000000 Penalty: 4703.245605
	Iteration 27Q: 3 clusters Score -1506081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1506084.375000 Penalty: 4703.245605
	Iteration 28Q: 3 clusters Score -1506084 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1506089.125000 Penalty: 4703.245605
	Iteration 29Q: 3 clusters Score -1506089 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1506096.250000 Penalty: 4703.245605
	Iteration 30Q: 3 clusters Score -1506096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1506105.625000 Penalty: 4703.245605
	Iteration 31Q: 3 clusters Score -1506106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1506111.375000 Penalty: 4703.245605
	Iteration 32Q: 3 clusters Score -1506111 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1506116.250000 Penalty: 4703.245605
	Iteration 33Q: 3 clusters Score -1506116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1506119.875000 Penalty: 4703.245605
	Iteration 34Q: 3 clusters Score -1506120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1506119.500000 Penalty: 4703.245605
	Iteration 35Q: 3 clusters Score -1506120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1506123.500000 Penalty: 4703.245605
	Iteration 36Q: 3 clusters Score -1506124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1506123.875000 Penalty: 4703.245605
	Iteration 37Q: 3 clusters Score -1506124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1506128.125000 Penalty: 4703.245605
	Iteration 38Q: 3 clusters Score -1506128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1506126.625000 Penalty: 4703.245605
	Iteration 39Q: 3 clusters Score -1506127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1506128.000000 Penalty: 4703.245605
	Iteration 40F: 3 clusters Score -1506128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1506128.875000 Penalty: 4703.245605
	Iteration 41Q: 3 clusters Score -1506129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1506127.500000 Penalty: 4703.245605
	Iteration 42Q: 3 clusters Score -1506128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1506130.125000 Penalty: 4703.245605
	Iteration 43Q: 3 clusters Score -1506130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1506132.250000 Penalty: 4703.245605
	Iteration 44Q: 3 clusters Score -1506132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1506133.375000 Penalty: 4703.245605
	Iteration 45Q: 3 clusters Score -1506133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1506133.625000 Penalty: 4703.245605
	Iteration 46Q: 3 clusters Score -1506134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1506135.875000 Penalty: 4703.245605
	Iteration 47Q: 3 clusters Score -1506136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1506136.000000 Penalty: 4703.245605
	Iteration 48Q: 3 clusters Score -1506136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1506137.250000 Penalty: 4703.245605
	Iteration 49Q: 3 clusters Score -1506137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1506137.875000 Penalty: 4703.245605
	Iteration 50Q: 3 clusters Score -1506138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1506138.125000 Penalty: 4703.245605
	Iteration 51Q: 3 clusters Score -1506138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1506138.000000 Penalty: 4703.245605
	Iteration 52Q: 3 clusters Score -1506138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1506138.000000 Penalty: 4703.245605
	Iteration 53F: 3 clusters Score -1506138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -62801.433594 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -62801.43 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 274 members 
Entering Unmasked Estep 
Score: -61198.910156 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -61198.91 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61387.996094 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -61388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61455.671875 Penalty: 3135.101074
	Iteration 2Q: 3 clusters Score -61455.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61501.761719 Penalty: 3135.101074
	Iteration 3Q: 3 clusters Score -61501.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61535.347656 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -61535.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61541.773438 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -61541.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61557.078125 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -61557.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61563.992188 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -61563.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61569.640625 Penalty: 3135.101074
	Iteration 8Q: 3 clusters Score -61569.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61569.640625 Penalty: 3135.101074
	Iteration 9F: 3 clusters Score -61569.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -70805.648438 Penalty: 1605.141846
	Iteration 0F: 2 clusters Score -70805.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69170.898438 Penalty: 3210.283691
	Iteration 0F: 3 clusters Score -69170.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -69379.992188 Penalty: 3210.283691
	Iteration 1F: 3 clusters Score -69379.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -69488.250000 Penalty: 3210.283691
	Iteration 2F: 3 clusters Score -69488.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -69540.656250 Penalty: 3210.283691
	Iteration 3Q: 3 clusters Score -69540.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69592.640625 Penalty: 3210.283691
	Iteration 4Q: 3 clusters Score -69592.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -69672.421875 Penalty: 3210.283691
	Iteration 5Q: 3 clusters Score -69672.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69703.359375 Penalty: 3210.283691
	Iteration 6Q: 3 clusters Score -69703.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -69731.257812 Penalty: 3210.283691
	Iteration 7Q: 3 clusters Score -69731.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -69745.492188 Penalty: 3210.283691
	Iteration 8Q: 3 clusters Score -69745.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -69775.187500 Penalty: 3210.283691
	Iteration 9Q: 3 clusters Score -69775.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -69809.593750 Penalty: 3210.283691
	Iteration 10Q: 3 clusters Score -69809.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -69848.875000 Penalty: 3210.283691
	Iteration 11Q: 3 clusters Score -69848.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -69887.679688 Penalty: 3210.283691
	Iteration 12Q: 3 clusters Score -69887.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -69924.335938 Penalty: 3210.283691
	Iteration 13Q: 3 clusters Score -69924.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -69942.195312 Penalty: 3210.283691
	Iteration 14Q: 3 clusters Score -69942.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -69970.210938 Penalty: 3210.283691
	Iteration 15Q: 3 clusters Score -69970.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -69985.046875 Penalty: 3210.283691
	Iteration 16Q: 3 clusters Score -69985.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -70000.742188 Penalty: 3210.283691
	Iteration 17Q: 3 clusters Score -70000.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -70011.109375 Penalty: 3210.283691
	Iteration 18Q: 3 clusters Score -70011.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -70025.687500 Penalty: 3210.283691
	Iteration 19Q: 3 clusters Score -70025.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -70035.726562 Penalty: 3210.283691
	Iteration 20F: 3 clusters Score -70035.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -70045.359375 Penalty: 3210.283691
	Iteration 21Q: 3 clusters Score -70045.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -70047.085938 Penalty: 3210.283691
	Iteration 22Q: 3 clusters Score -70047.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -70048.507812 Penalty: 3210.283691
	Iteration 23Q: 3 clusters Score -70048.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -70054.687500 Penalty: 3210.283691
	Iteration 24Q: 3 clusters Score -70054.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -70070.500000 Penalty: 3210.283691
	Iteration 25Q: 3 clusters Score -70070.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -70080.687500 Penalty: 3210.283691
	Iteration 26Q: 3 clusters Score -70080.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -70085.820312 Penalty: 3210.283691
	Iteration 27Q: 3 clusters Score -70085.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -70088.328125 Penalty: 3210.283691
	Iteration 28Q: 3 clusters Score -70088.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -70090.109375 Penalty: 3210.283691
	Iteration 29Q: 3 clusters Score -70090.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -70094.078125 Penalty: 3210.283691
	Iteration 30Q: 3 clusters Score -70094.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -70096.453125 Penalty: 3210.283691
	Iteration 31Q: 3 clusters Score -70096.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -70100.515625 Penalty: 3210.283691
	Iteration 32Q: 3 clusters Score -70100.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -70100.515625 Penalty: 3210.283691
	Iteration 33F: 3 clusters Score -70100.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115047 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48928 members 
Mstep: Class 6 contains 160413 members 
Mstep: Class 7 contains 67050 members 
Mstep: Class 8 contains 15370 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194056 members 
Mstep: Class 13 contains 128728 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8833 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31183 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 26681 members 
Mstep: Class 21 contains 231099 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55005 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13126 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461856.000000 Penalty: 104923.953125
Iteration 279Q: 31 clusters Score -1.584619e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115047 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48929 members 
Mstep: Class 6 contains 160413 members 
Mstep: Class 7 contains 67049 members 
Mstep: Class 8 contains 15370 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194057 members 
Mstep: Class 13 contains 128728 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8832 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31183 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 26681 members 
Mstep: Class 21 contains 231099 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55005 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13126 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461888.000000 Penalty: 104923.953125
Iteration 280F: 31 clusters Score -1.584619e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115048 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48928 members 
Mstep: Class 6 contains 160413 members 
Mstep: Class 7 contains 67049 members 
Mstep: Class 8 contains 15370 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37544 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194057 members 
Mstep: Class 13 contains 128728 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8831 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31183 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 26681 members 
Mstep: Class 21 contains 231099 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55005 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13126 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461824.000000 Penalty: 104923.953125
Iteration 281Q: 31 clusters Score -1.584618e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115048 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48928 members 
Mstep: Class 6 contains 160413 members 
Mstep: Class 7 contains 67049 members 
Mstep: Class 8 contains 15370 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37545 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194057 members 
Mstep: Class 13 contains 128728 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8831 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31182 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 26681 members 
Mstep: Class 21 contains 231099 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55005 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13126 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461824.000000 Penalty: 104923.953125
Iteration 282Q: 31 clusters Score -1.584618e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115048 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48929 members 
Mstep: Class 6 contains 160413 members 
Mstep: Class 7 contains 67049 members 
Mstep: Class 8 contains 15370 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37546 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194057 members 
Mstep: Class 13 contains 128728 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8830 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31181 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 26681 members 
Mstep: Class 21 contains 231099 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55005 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13126 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461840.000000 Penalty: 104923.953125
Iteration 283Q: 31 clusters Score -1.584618e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115048 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48930 members 
Mstep: Class 6 contains 160413 members 
Mstep: Class 7 contains 67049 members 
Mstep: Class 8 contains 15369 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37545 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194057 members 
Mstep: Class 13 contains 128728 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8831 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31181 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 26681 members 
Mstep: Class 21 contains 231099 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55005 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13126 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461824.000000 Penalty: 104923.953125
Iteration 284Q: 31 clusters Score -1.584618e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115047 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48936 members 
Mstep: Class 6 contains 160413 members 
Mstep: Class 7 contains 67049 members 
Mstep: Class 8 contains 15368 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37545 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194057 members 
Mstep: Class 13 contains 128728 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8828 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31180 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 26681 members 
Mstep: Class 21 contains 231099 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55005 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13126 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461856.000000 Penalty: 104923.953125
Iteration 285Q: 31 clusters Score -1.584619e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115044 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48942 members 
Mstep: Class 6 contains 160414 members 
Mstep: Class 7 contains 67049 members 
Mstep: Class 8 contains 15367 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37545 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194056 members 
Mstep: Class 13 contains 128727 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8826 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31180 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 26680 members 
Mstep: Class 21 contains 231100 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55005 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13127 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461920.000000 Penalty: 104923.953125
Iteration 286Q: 31 clusters Score -1.584619e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115041 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48951 members 
Mstep: Class 6 contains 160414 members 
Mstep: Class 7 contains 67048 members 
Mstep: Class 8 contains 15368 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37545 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194057 members 
Mstep: Class 13 contains 128725 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8824 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31180 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 26679 members 
Mstep: Class 21 contains 231098 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55005 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13127 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461904.000000 Penalty: 104923.953125
Iteration 287Q: 31 clusters Score -1.584619e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115040 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48955 members 
Mstep: Class 6 contains 160415 members 
Mstep: Class 7 contains 67049 members 
Mstep: Class 8 contains 15366 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37545 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194055 members 
Mstep: Class 13 contains 128726 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8823 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31180 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 26679 members 
Mstep: Class 21 contains 231097 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55005 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13127 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461936.000000 Penalty: 104923.953125
Iteration 288Q: 31 clusters Score -1.584619e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65436 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115039 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48960 members 
Mstep: Class 6 contains 160417 members 
Mstep: Class 7 contains 67049 members 
Mstep: Class 8 contains 15365 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37545 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194053 members 
Mstep: Class 13 contains 128726 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8822 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31180 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 26678 members 
Mstep: Class 21 contains 231096 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55005 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13128 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461952.000000 Penalty: 104923.953125
Iteration 289Q: 31 clusters Score -1.58462e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115038 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48964 members 
Mstep: Class 6 contains 160415 members 
Mstep: Class 7 contains 67049 members 
Mstep: Class 8 contains 15364 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37544 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194054 members 
Mstep: Class 13 contains 128726 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8821 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31180 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 26677 members 
Mstep: Class 21 contains 231096 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55006 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13128 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461904.000000 Penalty: 104923.953125
Iteration 290Q: 31 clusters Score -1.584619e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115038 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48967 members 
Mstep: Class 6 contains 160415 members 
Mstep: Class 7 contains 67049 members 
Mstep: Class 8 contains 15362 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37544 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194055 members 
Mstep: Class 13 contains 128725 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9878 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31180 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 26675 members 
Mstep: Class 21 contains 231097 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55007 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13129 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461856.000000 Penalty: 104923.953125
Iteration 291Q: 31 clusters Score -1.584619e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115038 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48967 members 
Mstep: Class 6 contains 160414 members 
Mstep: Class 7 contains 67049 members 
Mstep: Class 8 contains 15362 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37544 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194055 members 
Mstep: Class 13 contains 128724 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31180 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 26675 members 
Mstep: Class 21 contains 231097 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55007 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13130 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461824.000000 Penalty: 104923.953125
Iteration 292Q: 31 clusters Score -1.584618e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115038 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48968 members 
Mstep: Class 6 contains 160413 members 
Mstep: Class 7 contains 67049 members 
Mstep: Class 8 contains 15362 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37544 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194055 members 
Mstep: Class 13 contains 128725 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31180 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 26675 members 
Mstep: Class 21 contains 231096 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55007 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13130 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461824.000000 Penalty: 104923.953125
Iteration 293Q: 31 clusters Score -1.584618e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115038 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48971 members 
Mstep: Class 6 contains 160413 members 
Mstep: Class 7 contains 67048 members 
Mstep: Class 8 contains 15362 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37544 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194054 members 
Mstep: Class 13 contains 128725 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31180 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 26675 members 
Mstep: Class 21 contains 231095 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55007 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13130 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461840.000000 Penalty: 104923.953125
Iteration 294Q: 31 clusters Score -1.584618e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115037 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48973 members 
Mstep: Class 6 contains 160413 members 
Mstep: Class 7 contains 67048 members 
Mstep: Class 8 contains 15362 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37544 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194052 members 
Mstep: Class 13 contains 128725 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31180 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 26675 members 
Mstep: Class 21 contains 231095 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55007 members 
Mstep: Class 24 contains 16449 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13130 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461856.000000 Penalty: 104923.953125
Iteration 295Q: 31 clusters Score -1.584619e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115036 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48973 members 
Mstep: Class 6 contains 160416 members 
Mstep: Class 7 contains 67048 members 
Mstep: Class 8 contains 15362 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37544 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194050 members 
Mstep: Class 13 contains 128725 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31180 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 26675 members 
Mstep: Class 21 contains 231095 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55007 members 
Mstep: Class 24 contains 16449 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13130 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461904.000000 Penalty: 104923.953125
Iteration 296Q: 31 clusters Score -1.584619e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65438 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115033 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48973 members 
Mstep: Class 6 contains 160417 members 
Mstep: Class 7 contains 67048 members 
Mstep: Class 8 contains 15362 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37544 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194051 members 
Mstep: Class 13 contains 128725 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31180 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 26675 members 
Mstep: Class 21 contains 231095 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55007 members 
Mstep: Class 24 contains 16449 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13130 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461904.000000 Penalty: 104923.953125
Iteration 297Q: 31 clusters Score -1.584619e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65440 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115027 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48973 members 
Mstep: Class 6 contains 160417 members 
Mstep: Class 7 contains 67048 members 
Mstep: Class 8 contains 15362 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37544 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194057 members 
Mstep: Class 13 contains 128724 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31180 members 
Mstep: Class 19 contains 11091 members 
Mstep: Class 20 contains 26675 members 
Mstep: Class 21 contains 231095 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55007 members 
Mstep: Class 24 contains 16449 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13130 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461888.000000 Penalty: 104923.953125
Iteration 298Q: 31 clusters Score -1.584619e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65441 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115022 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48973 members 
Mstep: Class 6 contains 160417 members 
Mstep: Class 7 contains 67048 members 
Mstep: Class 8 contains 15362 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37544 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194061 members 
Mstep: Class 13 contains 128724 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31180 members 
Mstep: Class 19 contains 11090 members 
Mstep: Class 20 contains 26675 members 
Mstep: Class 21 contains 231095 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55007 members 
Mstep: Class 24 contains 16449 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13131 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461888.000000 Penalty: 104923.953125
Iteration 299Q: 31 clusters Score -1.584619e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65440 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115013 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48974 members 
Mstep: Class 6 contains 160418 members 
Mstep: Class 7 contains 67048 members 
Mstep: Class 8 contains 15362 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37544 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194068 members 
Mstep: Class 13 contains 128724 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31180 members 
Mstep: Class 19 contains 11090 members 
Mstep: Class 20 contains 26675 members 
Mstep: Class 21 contains 231096 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55007 members 
Mstep: Class 24 contains 16449 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13131 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461920.000000 Penalty: 104923.953125
Iteration 300F: 31 clusters Score -1.584619e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65440 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 115001 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48975 members 
Mstep: Class 6 contains 160419 members 
Mstep: Class 7 contains 67049 members 
Mstep: Class 8 contains 15361 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37544 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194078 members 
Mstep: Class 13 contains 128724 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31180 members 
Mstep: Class 19 contains 11090 members 
Mstep: Class 20 contains 26675 members 
Mstep: Class 21 contains 231096 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55007 members 
Mstep: Class 24 contains 16449 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13131 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461936.000000 Penalty: 104923.953125
Iteration 301Q: 31 clusters Score -1.584619e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65440 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 114990 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48976 members 
Mstep: Class 6 contains 160419 members 
Mstep: Class 7 contains 67051 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37544 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194088 members 
Mstep: Class 13 contains 128724 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31180 members 
Mstep: Class 19 contains 11090 members 
Mstep: Class 20 contains 26674 members 
Mstep: Class 21 contains 231097 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55007 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13131 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461824.000000 Penalty: 104923.953125
Iteration 302Q: 31 clusters Score -1.584618e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65440 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 114974 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48978 members 
Mstep: Class 6 contains 160420 members 
Mstep: Class 7 contains 67052 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37544 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194102 members 
Mstep: Class 13 contains 128722 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31179 members 
Mstep: Class 19 contains 11090 members 
Mstep: Class 20 contains 26673 members 
Mstep: Class 21 contains 231099 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55007 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13131 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461840.000000 Penalty: 104923.953125
Iteration 303Q: 31 clusters Score -1.584618e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65441 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 114959 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48980 members 
Mstep: Class 6 contains 160421 members 
Mstep: Class 7 contains 67055 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37544 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194110 members 
Mstep: Class 13 contains 128722 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31178 members 
Mstep: Class 19 contains 11090 members 
Mstep: Class 20 contains 26673 members 
Mstep: Class 21 contains 231099 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55007 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13132 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461824.000000 Penalty: 104923.953125
Iteration 304Q: 31 clusters Score -1.584618e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65441 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 114942 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48981 members 
Mstep: Class 6 contains 160422 members 
Mstep: Class 7 contains 67056 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37544 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194123 members 
Mstep: Class 13 contains 128722 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31177 members 
Mstep: Class 19 contains 11090 members 
Mstep: Class 20 contains 26673 members 
Mstep: Class 21 contains 231101 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55007 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13132 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461792.000000 Penalty: 104923.953125
Iteration 305Q: 31 clusters Score -1.584618e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65442 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 114924 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48983 members 
Mstep: Class 6 contains 160423 members 
Mstep: Class 7 contains 67057 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37544 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194137 members 
Mstep: Class 13 contains 128722 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31175 members 
Mstep: Class 19 contains 11090 members 
Mstep: Class 20 contains 26673 members 
Mstep: Class 21 contains 231103 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55006 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13132 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461776.000000 Penalty: 104923.953125
Iteration 306Q: 31 clusters Score -1.584618e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 114904 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48987 members 
Mstep: Class 6 contains 160424 members 
Mstep: Class 7 contains 67057 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37544 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194151 members 
Mstep: Class 13 contains 128722 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31174 members 
Mstep: Class 19 contains 11090 members 
Mstep: Class 20 contains 26673 members 
Mstep: Class 21 contains 231104 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55006 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13132 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461808.000000 Penalty: 104923.953125
Iteration 307Q: 31 clusters Score -1.584618e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 114898 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48991 members 
Mstep: Class 6 contains 160424 members 
Mstep: Class 7 contains 67057 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194157 members 
Mstep: Class 13 contains 128722 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31175 members 
Mstep: Class 19 contains 11089 members 
Mstep: Class 20 contains 26673 members 
Mstep: Class 21 contains 231104 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55006 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6213 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13130 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461856.000000 Penalty: 104923.953125
Iteration 308Q: 31 clusters Score -1.584619e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 114890 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48993 members 
Mstep: Class 6 contains 160423 members 
Mstep: Class 7 contains 67057 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194163 members 
Mstep: Class 13 contains 128722 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31176 members 
Mstep: Class 19 contains 11089 members 
Mstep: Class 20 contains 26673 members 
Mstep: Class 21 contains 231103 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55004 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6213 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13133 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461824.000000 Penalty: 104923.953125
Iteration 309Q: 31 clusters Score -1.584618e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 114883 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48995 members 
Mstep: Class 6 contains 160423 members 
Mstep: Class 7 contains 67056 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194169 members 
Mstep: Class 13 contains 128722 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31176 members 
Mstep: Class 19 contains 11089 members 
Mstep: Class 20 contains 26672 members 
Mstep: Class 21 contains 231103 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55002 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 6213 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13136 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461824.000000 Penalty: 104923.953125
Iteration 310Q: 31 clusters Score -1.584618e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 114877 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48993 members 
Mstep: Class 6 contains 160423 members 
Mstep: Class 7 contains 67057 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194173 members 
Mstep: Class 13 contains 128721 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31176 members 
Mstep: Class 19 contains 11089 members 
Mstep: Class 20 contains 26672 members 
Mstep: Class 21 contains 231105 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55002 members 
Mstep: Class 24 contains 16450 members 
Mstep: Class 25 contains 6213 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13136 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461904.000000 Penalty: 104923.953125
Iteration 311Q: 31 clusters Score -1.584619e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 114874 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48992 members 
Mstep: Class 6 contains 160424 members 
Mstep: Class 7 contains 67058 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194171 members 
Mstep: Class 13 contains 128721 members 
Mstep: Class 14 contains 23270 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31176 members 
Mstep: Class 19 contains 11089 members 
Mstep: Class 20 contains 26672 members 
Mstep: Class 21 contains 231105 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55002 members 
Mstep: Class 24 contains 16456 members 
Mstep: Class 25 contains 6213 members 
Mstep: Class 26 contains 31635 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13136 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461856.000000 Penalty: 104923.953125
Iteration 312Q: 31 clusters Score -1.584619e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 114873 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48992 members 
Mstep: Class 6 contains 160424 members 
Mstep: Class 7 contains 67058 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194166 members 
Mstep: Class 13 contains 128721 members 
Mstep: Class 14 contains 23270 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31176 members 
Mstep: Class 19 contains 11089 members 
Mstep: Class 20 contains 26672 members 
Mstep: Class 21 contains 231105 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55002 members 
Mstep: Class 24 contains 16462 members 
Mstep: Class 25 contains 6213 members 
Mstep: Class 26 contains 31635 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13136 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461824.000000 Penalty: 104923.953125
Iteration 313Q: 31 clusters Score -1.584618e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 114872 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48992 members 
Mstep: Class 6 contains 160424 members 
Mstep: Class 7 contains 67058 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194159 members 
Mstep: Class 13 contains 128721 members 
Mstep: Class 14 contains 23270 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31176 members 
Mstep: Class 19 contains 11089 members 
Mstep: Class 20 contains 26672 members 
Mstep: Class 21 contains 231105 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55002 members 
Mstep: Class 24 contains 16470 members 
Mstep: Class 25 contains 6213 members 
Mstep: Class 26 contains 31635 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13136 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461808.000000 Penalty: 104923.953125
Iteration 314Q: 31 clusters Score -1.584618e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 114869 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48992 members 
Mstep: Class 6 contains 160424 members 
Mstep: Class 7 contains 67060 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194155 members 
Mstep: Class 13 contains 128721 members 
Mstep: Class 14 contains 23270 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31176 members 
Mstep: Class 19 contains 11089 members 
Mstep: Class 20 contains 26672 members 
Mstep: Class 21 contains 231105 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55002 members 
Mstep: Class 24 contains 16475 members 
Mstep: Class 25 contains 6213 members 
Mstep: Class 26 contains 31635 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13136 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461904.000000 Penalty: 104923.953125
Iteration 315Q: 31 clusters Score -1.584619e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 114860 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48993 members 
Mstep: Class 6 contains 160424 members 
Mstep: Class 7 contains 67060 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194157 members 
Mstep: Class 13 contains 128721 members 
Mstep: Class 14 contains 23270 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31176 members 
Mstep: Class 19 contains 11089 members 
Mstep: Class 20 contains 26672 members 
Mstep: Class 21 contains 231104 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55002 members 
Mstep: Class 24 contains 16482 members 
Mstep: Class 25 contains 6213 members 
Mstep: Class 26 contains 31635 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13136 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461904.000000 Penalty: 104923.953125
Iteration 316Q: 31 clusters Score -1.584619e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 114853 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48994 members 
Mstep: Class 6 contains 160424 members 
Mstep: Class 7 contains 67061 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194159 members 
Mstep: Class 13 contains 128721 members 
Mstep: Class 14 contains 23270 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31176 members 
Mstep: Class 19 contains 11089 members 
Mstep: Class 20 contains 26672 members 
Mstep: Class 21 contains 231104 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55002 members 
Mstep: Class 24 contains 16485 members 
Mstep: Class 25 contains 6213 members 
Mstep: Class 26 contains 31635 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13136 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461872.000000 Penalty: 104923.953125
Iteration 317Q: 31 clusters Score -1.584619e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 114849 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48996 members 
Mstep: Class 6 contains 160425 members 
Mstep: Class 7 contains 67061 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194156 members 
Mstep: Class 13 contains 128721 members 
Mstep: Class 14 contains 23270 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31176 members 
Mstep: Class 19 contains 11089 members 
Mstep: Class 20 contains 26672 members 
Mstep: Class 21 contains 231104 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55002 members 
Mstep: Class 24 contains 16489 members 
Mstep: Class 25 contains 6213 members 
Mstep: Class 26 contains 31635 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13136 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461872.000000 Penalty: 104923.953125
Iteration 318Q: 31 clusters Score -1.584619e+08 nChanged 11
Entering ConstructFrom: 
Score: -158461872.000000 Penalty: 104923.953125
Entering ConstructFrom: 
Trying to split cluster 1 (65443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65443 members 
Entering Unmasked Estep 
Score: -8014317.500000 Penalty: 2750.055908
	Iteration 0F: 2 clusters Score -8014318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -7970228.000000 Penalty: 5500.111816
	Iteration 0F: 3 clusters Score -7970228 nChanged 30649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -7987424.500000 Penalty: 5500.111816
	Iteration 1F: 3 clusters Score -7987424 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -7988238.500000 Penalty: 5500.111816
	Iteration 2Q: 3 clusters Score -7988238 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -7989153.500000 Penalty: 5500.111816
	Iteration 3Q: 3 clusters Score -7989154 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -7990745.500000 Penalty: 5500.111816
	Iteration 4F: 3 clusters Score -7990746 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -7993299.500000 Penalty: 5500.111816
	Iteration 5F: 3 clusters Score -7993300 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -7997425.000000 Penalty: 5500.111816
	Iteration 6F: 3 clusters Score -7997425 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 54424 members 
Entering Unmasked Estep 
Score: -8002382.500000 Penalty: 5500.111816
	Iteration 7F: 3 clusters Score -8002382 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 58930 members 
Entering Unmasked Estep 
Score: -8006844.000000 Penalty: 5500.111816
	Iteration 8F: 3 clusters Score -8006844 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 61790 members 
Entering Unmasked Estep 
Score: -8009604.000000 Penalty: 5500.111816
	Iteration 9Q: 3 clusters Score -8009604 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 63356 members 
Entering Unmasked Estep 
Score: -8011051.500000 Penalty: 5500.111816
	Iteration 10Q: 3 clusters Score -8011052 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 64034 members 
Entering Unmasked Estep 
Score: -8011589.500000 Penalty: 5500.111816
	Iteration 11Q: 3 clusters Score -8011590 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 64342 members 
Entering Unmasked Estep 
Score: -8011818.000000 Penalty: 5500.111816
	Iteration 12Q: 3 clusters Score -8011818 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 64506 members 
Entering Unmasked Estep 
Score: -8011957.000000 Penalty: 5500.111816
	Iteration 13Q: 3 clusters Score -8011957 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -8012035.000000 Penalty: 5500.111816
	Iteration 14Q: 3 clusters Score -8012035 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -8012100.000000 Penalty: 5500.111816
	Iteration 15Q: 3 clusters Score -8012100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 64685 members 
Entering Unmasked Estep 
Score: -8012141.500000 Penalty: 5500.111816
	Iteration 16Q: 3 clusters Score -8012142 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 64711 members 
Entering Unmasked Estep 
Score: -8012170.000000 Penalty: 5500.111816
	Iteration 17Q: 3 clusters Score -8012170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 64729 members 
Entering Unmasked Estep 
Score: -8012192.500000 Penalty: 5500.111816
	Iteration 18Q: 3 clusters Score -8012192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 64740 members 
Entering Unmasked Estep 
Score: -8012206.000000 Penalty: 5500.111816
	Iteration 19Q: 3 clusters Score -8012206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 64751 members 
Entering Unmasked Estep 
Score: -8012207.500000 Penalty: 5500.111816
	Iteration 20F: 3 clusters Score -8012208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 64762 members 
Entering Unmasked Estep 
Score: -8012220.500000 Penalty: 5500.111816
	Iteration 21Q: 3 clusters Score -8012220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 64768 members 
Entering Unmasked Estep 
Score: -8012218.000000 Penalty: 5500.111816
	Iteration 22Q: 3 clusters Score -8012218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 64772 members 
Entering Unmasked Estep 
Score: -8012223.500000 Penalty: 5500.111816
	Iteration 23Q: 3 clusters Score -8012224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 64777 members 
Entering Unmasked Estep 
Score: -8012220.000000 Penalty: 5500.111816
	Iteration 24Q: 3 clusters Score -8012220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 64776 members 
Entering Unmasked Estep 
Score: -8012226.500000 Penalty: 5500.111816
	Iteration 25Q: 3 clusters Score -8012226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 64778 members 
Entering Unmasked Estep 
Score: -8012222.000000 Penalty: 5500.111816
	Iteration 26Q: 3 clusters Score -8012222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 64779 members 
Entering Unmasked Estep 
Score: -8012230.500000 Penalty: 5500.111816
	Iteration 27Q: 3 clusters Score -8012230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 64782 members 
Entering Unmasked Estep 
Score: -8012228.500000 Penalty: 5500.111816
	Iteration 28Q: 3 clusters Score -8012228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -8012232.000000 Penalty: 5500.111816
	Iteration 29Q: 3 clusters Score -8012232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -8012230.500000 Penalty: 5500.111816
	Iteration 30Q: 3 clusters Score -8012230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 64785 members 
Entering Unmasked Estep 
Score: -8012232.500000 Penalty: 5500.111816
	Iteration 31Q: 3 clusters Score -8012232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 64785 members 
Entering Unmasked Estep 
Score: -8012227.500000 Penalty: 5500.111816
	Iteration 32Q: 3 clusters Score -8012228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 64787 members 
Entering Unmasked Estep 
Score: -8012227.000000 Penalty: 5500.111816
	Iteration 33Q: 3 clusters Score -8012227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 64790 members 
Entering Unmasked Estep 
Score: -8012238.500000 Penalty: 5500.111816
	Iteration 34Q: 3 clusters Score -8012238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 64793 members 
Entering Unmasked Estep 
Score: -8012233.000000 Penalty: 5500.111816
	Iteration 35Q: 3 clusters Score -8012233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 64795 members 
Entering Unmasked Estep 
Score: -8012237.000000 Penalty: 5500.111816
	Iteration 36Q: 3 clusters Score -8012237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 64793 members 
Entering Unmasked Estep 
Score: -8012237.000000 Penalty: 5500.111816
	Iteration 37Q: 3 clusters Score -8012237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 64794 members 
Entering Unmasked Estep 
Score: -8012240.000000 Penalty: 5500.111816
	Iteration 38Q: 3 clusters Score -8012240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 64794 members 
Entering Unmasked Estep 
Score: -8012238.500000 Penalty: 5500.111816
	Iteration 39Q: 3 clusters Score -8012238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 64795 members 
Entering Unmasked Estep 
Score: -8012245.000000 Penalty: 5500.111816
	Iteration 40F: 3 clusters Score -8012245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 64797 members 
Entering Unmasked Estep 
Score: -8012240.500000 Penalty: 5500.111816
	Iteration 41Q: 3 clusters Score -8012240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 64797 members 
Entering Unmasked Estep 
Score: -8012239.000000 Penalty: 5500.111816
	Iteration 42Q: 3 clusters Score -8012239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 64798 members 
Entering Unmasked Estep 
Score: -8012240.000000 Penalty: 5500.111816
	Iteration 43Q: 3 clusters Score -8012240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 64799 members 
Entering Unmasked Estep 
Score: -8012241.000000 Penalty: 5500.111816
	Iteration 44Q: 3 clusters Score -8012241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 64799 members 
Entering Unmasked Estep 
Score: -8012241.000000 Penalty: 5500.111816
	Iteration 45F: 3 clusters Score -8012241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Entering Unmasked Estep 
Score: -1456660.125000 Penalty: 2324.707031
	Iteration 0F: 2 clusters Score -1456660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1447836.625000 Penalty: 4649.414062
	Iteration 0F: 3 clusters Score -1447837 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1450569.500000 Penalty: 4649.414062
	Iteration 1F: 3 clusters Score -1450570 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1450926.500000 Penalty: 4649.414062
	Iteration 2F: 3 clusters Score -1450926 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1451134.750000 Penalty: 4649.414062
	Iteration 3Q: 3 clusters Score -1451135 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1451308.625000 Penalty: 4649.414062
	Iteration 4Q: 3 clusters Score -1451309 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1451495.750000 Penalty: 4649.414062
	Iteration 5Q: 3 clusters Score -1451496 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1451662.875000 Penalty: 4649.414062
	Iteration 6Q: 3 clusters Score -1451663 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1451811.875000 Penalty: 4649.414062
	Iteration 7Q: 3 clusters Score -1451812 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1451952.750000 Penalty: 4649.414062
	Iteration 8Q: 3 clusters Score -1451953 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1452123.875000 Penalty: 4649.414062
	Iteration 9Q: 3 clusters Score -1452124 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1452286.625000 Penalty: 4649.414062
	Iteration 10Q: 3 clusters Score -1452287 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1452476.250000 Penalty: 4649.414062
	Iteration 11Q: 3 clusters Score -1452476 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1452665.375000 Penalty: 4649.414062
	Iteration 12Q: 3 clusters Score -1452665 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1452900.625000 Penalty: 4649.414062
	Iteration 13Q: 3 clusters Score -1452901 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1453164.375000 Penalty: 4649.414062
	Iteration 14Q: 3 clusters Score -1453164 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1453416.750000 Penalty: 4649.414062
	Iteration 15Q: 3 clusters Score -1453417 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1453655.000000 Penalty: 4649.414062
	Iteration 16Q: 3 clusters Score -1453655 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1453896.000000 Penalty: 4649.414062
	Iteration 17Q: 3 clusters Score -1453896 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1454090.875000 Penalty: 4649.414062
	Iteration 18Q: 3 clusters Score -1454091 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1454240.375000 Penalty: 4649.414062
	Iteration 19Q: 3 clusters Score -1454240 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1454349.750000 Penalty: 4649.414062
	Iteration 20F: 3 clusters Score -1454350 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1454447.750000 Penalty: 4649.414062
	Iteration 21Q: 3 clusters Score -1454448 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1454525.375000 Penalty: 4649.414062
	Iteration 22Q: 3 clusters Score -1454525 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1454571.250000 Penalty: 4649.414062
	Iteration 23Q: 3 clusters Score -1454571 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1454596.750000 Penalty: 4649.414062
	Iteration 24Q: 3 clusters Score -1454597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1454611.250000 Penalty: 4649.414062
	Iteration 25Q: 3 clusters Score -1454611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1454626.250000 Penalty: 4649.414062
	Iteration 26Q: 3 clusters Score -1454626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1454635.500000 Penalty: 4649.414062
	Iteration 27Q: 3 clusters Score -1454636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1454646.250000 Penalty: 4649.414062
	Iteration 28Q: 3 clusters Score -1454646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1454651.000000 Penalty: 4649.414062
	Iteration 29Q: 3 clusters Score -1454651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1454657.500000 Penalty: 4649.414062
	Iteration 30Q: 3 clusters Score -1454658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1454662.375000 Penalty: 4649.414062
	Iteration 31Q: 3 clusters Score -1454662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1454672.000000 Penalty: 4649.414062
	Iteration 32Q: 3 clusters Score -1454672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1454674.875000 Penalty: 4649.414062
	Iteration 33Q: 3 clusters Score -1454675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1454680.375000 Penalty: 4649.414062
	Iteration 34Q: 3 clusters Score -1454680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1454681.625000 Penalty: 4649.414062
	Iteration 35Q: 3 clusters Score -1454682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1454682.500000 Penalty: 4649.414062
	Iteration 36Q: 3 clusters Score -1454682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1454682.500000 Penalty: 4649.414062
	Iteration 37F: 3 clusters Score -1454682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (114846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114846 members 
Entering Unmasked Estep 
Score: -14022374.000000 Penalty: 2889.534180
	Iteration 0F: 2 clusters Score -1.402237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57572 members 
Mstep: Class 2 contains 57274 members 
Entering Unmasked Estep 
Score: -13945618.000000 Penalty: 5779.068359
	Iteration 0F: 3 clusters Score -1.394562e+07 nChanged 54627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 54963 members 
Entering Unmasked Estep 
Score: -13977929.000000 Penalty: 5779.068359
	Iteration 1F: 3 clusters Score -1.397793e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61546 members 
Mstep: Class 2 contains 53300 members 
Entering Unmasked Estep 
Score: -13979639.000000 Penalty: 5779.068359
	Iteration 2Q: 3 clusters Score -1.397964e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64013 members 
Mstep: Class 2 contains 50833 members 
Entering Unmasked Estep 
Score: -13982106.000000 Penalty: 5779.068359
	Iteration 3Q: 3 clusters Score -1.398211e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67324 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -13985207.000000 Penalty: 5779.068359
	Iteration 4F: 3 clusters Score -1.398521e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71280 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -13989322.000000 Penalty: 5779.068359
	Iteration 5F: 3 clusters Score -1.398932e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75788 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -13993828.000000 Penalty: 5779.068359
	Iteration 6F: 3 clusters Score -1.399383e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80360 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -13998448.000000 Penalty: 5779.068359
	Iteration 7F: 3 clusters Score -1.399845e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84593 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -14003449.000000 Penalty: 5779.068359
	Iteration 8F: 3 clusters Score -1.400345e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87855 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -14007701.000000 Penalty: 5779.068359
	Iteration 9Q: 3 clusters Score -1.40077e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90057 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -14010342.000000 Penalty: 5779.068359
	Iteration 10Q: 3 clusters Score -1.401034e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91711 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -14011634.000000 Penalty: 5779.068359
	Iteration 11Q: 3 clusters Score -1.401163e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93113 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -14012373.000000 Penalty: 5779.068359
	Iteration 12Q: 3 clusters Score -1.401237e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94456 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -14012976.000000 Penalty: 5779.068359
	Iteration 13Q: 3 clusters Score -1.401298e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95686 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -14013378.000000 Penalty: 5779.068359
	Iteration 14Q: 3 clusters Score -1.401338e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96943 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -14013773.000000 Penalty: 5779.068359
	Iteration 15Q: 3 clusters Score -1.401377e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98219 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -14014176.000000 Penalty: 5779.068359
	Iteration 16Q: 3 clusters Score -1.401418e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99455 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -14014678.000000 Penalty: 5779.068359
	Iteration 17Q: 3 clusters Score -1.401468e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100722 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -14015024.000000 Penalty: 5779.068359
	Iteration 18Q: 3 clusters Score -1.401502e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101939 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -14015505.000000 Penalty: 5779.068359
	Iteration 19Q: 3 clusters Score -1.40155e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103125 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -14015908.000000 Penalty: 5779.068359
	Iteration 20F: 3 clusters Score -1.401591e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104278 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -14016379.000000 Penalty: 5779.068359
	Iteration 21Q: 3 clusters Score -1.401638e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105344 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -14016808.000000 Penalty: 5779.068359
	Iteration 22Q: 3 clusters Score -1.401681e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106366 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -14017195.000000 Penalty: 5779.068359
	Iteration 23Q: 3 clusters Score -1.40172e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107292 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -14017566.000000 Penalty: 5779.068359
	Iteration 24Q: 3 clusters Score -1.401757e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108161 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -14017909.000000 Penalty: 5779.068359
	Iteration 25Q: 3 clusters Score -1.401791e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108919 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -14018258.000000 Penalty: 5779.068359
	Iteration 26Q: 3 clusters Score -1.401826e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109563 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -14018508.000000 Penalty: 5779.068359
	Iteration 27Q: 3 clusters Score -1.401851e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110139 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -14018759.000000 Penalty: 5779.068359
	Iteration 28Q: 3 clusters Score -1.401876e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110629 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -14019001.000000 Penalty: 5779.068359
	Iteration 29Q: 3 clusters Score -1.4019e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111065 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -14019168.000000 Penalty: 5779.068359
	Iteration 30Q: 3 clusters Score -1.401917e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111429 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -14019286.000000 Penalty: 5779.068359
	Iteration 31Q: 3 clusters Score -1.401929e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111717 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -14019384.000000 Penalty: 5779.068359
	Iteration 32Q: 3 clusters Score -1.401938e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111969 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -14019482.000000 Penalty: 5779.068359
	Iteration 33Q: 3 clusters Score -1.401948e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112176 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -14019567.000000 Penalty: 5779.068359
	Iteration 34Q: 3 clusters Score -1.401957e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112352 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -14019650.000000 Penalty: 5779.068359
	Iteration 35Q: 3 clusters Score -1.401965e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112498 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -14019719.000000 Penalty: 5779.068359
	Iteration 36Q: 3 clusters Score -1.401972e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112627 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -14019740.000000 Penalty: 5779.068359
	Iteration 37Q: 3 clusters Score -1.401974e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112731 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -14019777.000000 Penalty: 5779.068359
	Iteration 38Q: 3 clusters Score -1.401978e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112818 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -14019798.000000 Penalty: 5779.068359
	Iteration 39Q: 3 clusters Score -1.40198e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112884 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -14019812.000000 Penalty: 5779.068359
	Iteration 40F: 3 clusters Score -1.401981e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112943 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -14019835.000000 Penalty: 5779.068359
	Iteration 41Q: 3 clusters Score -1.401984e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113001 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -14019873.000000 Penalty: 5779.068359
	Iteration 42Q: 3 clusters Score -1.401987e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113062 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -14019905.000000 Penalty: 5779.068359
	Iteration 43Q: 3 clusters Score -1.40199e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113104 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -14019915.000000 Penalty: 5779.068359
	Iteration 44Q: 3 clusters Score -1.401992e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113140 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -14019921.000000 Penalty: 5779.068359
	Iteration 45Q: 3 clusters Score -1.401992e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113173 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -14019913.000000 Penalty: 5779.068359
	Iteration 46Q: 3 clusters Score -1.401991e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113206 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -14019931.000000 Penalty: 5779.068359
	Iteration 47Q: 3 clusters Score -1.401993e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113237 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -14019943.000000 Penalty: 5779.068359
	Iteration 48Q: 3 clusters Score -1.401994e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113255 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -14019962.000000 Penalty: 5779.068359
	Iteration 49Q: 3 clusters Score -1.401996e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113273 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -14019970.000000 Penalty: 5779.068359
	Iteration 50Q: 3 clusters Score -1.401997e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113293 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -14019980.000000 Penalty: 5779.068359
	Iteration 51Q: 3 clusters Score -1.401998e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113315 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -14019973.000000 Penalty: 5779.068359
	Iteration 52Q: 3 clusters Score -1.401997e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113339 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -14019985.000000 Penalty: 5779.068359
	Iteration 53Q: 3 clusters Score -1.401998e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113359 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -14019989.000000 Penalty: 5779.068359
	Iteration 54Q: 3 clusters Score -1.401999e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113379 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -14019999.000000 Penalty: 5779.068359
	Iteration 55Q: 3 clusters Score -1.402e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113400 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -14020007.000000 Penalty: 5779.068359
	Iteration 56Q: 3 clusters Score -1.402001e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113422 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -14020015.000000 Penalty: 5779.068359
	Iteration 57Q: 3 clusters Score -1.402002e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113441 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -14020011.000000 Penalty: 5779.068359
	Iteration 58Q: 3 clusters Score -1.402001e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113459 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -14020021.000000 Penalty: 5779.068359
	Iteration 59Q: 3 clusters Score -1.402002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113470 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -14020023.000000 Penalty: 5779.068359
	Iteration 60F: 3 clusters Score -1.402002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113481 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -14020023.000000 Penalty: 5779.068359
	Iteration 61Q: 3 clusters Score -1.402002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113487 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -14020019.000000 Penalty: 5779.068359
	Iteration 62Q: 3 clusters Score -1.402002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113494 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -14020013.000000 Penalty: 5779.068359
	Iteration 63Q: 3 clusters Score -1.402001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113501 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -14020025.000000 Penalty: 5779.068359
	Iteration 64Q: 3 clusters Score -1.402002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113512 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -14020029.000000 Penalty: 5779.068359
	Iteration 65Q: 3 clusters Score -1.402003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113518 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -14020026.000000 Penalty: 5779.068359
	Iteration 66Q: 3 clusters Score -1.402003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113524 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -14020024.000000 Penalty: 5779.068359
	Iteration 67Q: 3 clusters Score -1.402002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113530 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -14020032.000000 Penalty: 5779.068359
	Iteration 68Q: 3 clusters Score -1.402003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113539 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -14020020.000000 Penalty: 5779.068359
	Iteration 69Q: 3 clusters Score -1.402002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113547 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -14020011.000000 Penalty: 5779.068359
	Iteration 70Q: 3 clusters Score -1.402001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113556 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -14020009.000000 Penalty: 5779.068359
	Iteration 71Q: 3 clusters Score -1.402001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113565 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -14020023.000000 Penalty: 5779.068359
	Iteration 72Q: 3 clusters Score -1.402002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113571 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -14020026.000000 Penalty: 5779.068359
	Iteration 73Q: 3 clusters Score -1.402003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113578 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -14020033.000000 Penalty: 5779.068359
	Iteration 74Q: 3 clusters Score -1.402003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113585 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -14020036.000000 Penalty: 5779.068359
	Iteration 75Q: 3 clusters Score -1.402004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113590 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -14020040.000000 Penalty: 5779.068359
	Iteration 76Q: 3 clusters Score -1.402004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113593 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -14020038.000000 Penalty: 5779.068359
	Iteration 77Q: 3 clusters Score -1.402004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113596 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -14020029.000000 Penalty: 5779.068359
	Iteration 78Q: 3 clusters Score -1.402003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113599 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -14020035.000000 Penalty: 5779.068359
	Iteration 79Q: 3 clusters Score -1.402004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113604 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -14020038.000000 Penalty: 5779.068359
	Iteration 80F: 3 clusters Score -1.402004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113605 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -14020041.000000 Penalty: 5779.068359
	Iteration 81Q: 3 clusters Score -1.402004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113605 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -14020041.000000 Penalty: 5779.068359
	Iteration 82F: 3 clusters Score -1.402004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -48207.117188 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -48207.12 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 244 members 
Entering Unmasked Estep 
Score: -46835.316406 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -46835.32 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47049.605469 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -47049.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47153.570312 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -47153.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47216.343750 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -47216.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47246.199219 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -47246.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47267.765625 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -47267.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47278.140625 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -47278.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47289.347656 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -47289.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47299.183594 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -47299.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47312.582031 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -47312.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -47329.683594 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -47329.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -47342.253906 Penalty: 3051.755371
	Iteration 11Q: 3 clusters Score -47342.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -47369.906250 Penalty: 3051.755371
	Iteration 12Q: 3 clusters Score -47369.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47385.417969 Penalty: 3051.755371
	Iteration 13Q: 3 clusters Score -47385.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47400.613281 Penalty: 3051.755371
	Iteration 14Q: 3 clusters Score -47400.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -47427.824219 Penalty: 3051.755371
	Iteration 15Q: 3 clusters Score -47427.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -47496.804688 Penalty: 3051.755371
	Iteration 16Q: 3 clusters Score -47496.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47603.882812 Penalty: 3051.755371
	Iteration 17Q: 3 clusters Score -47603.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47652.667969 Penalty: 3051.755371
	Iteration 18Q: 3 clusters Score -47652.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47710.578125 Penalty: 3051.755371
	Iteration 19Q: 3 clusters Score -47710.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47763.707031 Penalty: 3051.755371
	Iteration 20F: 3 clusters Score -47763.71 nChanged 6
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: -47806.281250 Penalty: 3051.755371
	Iteration 21Q: 3 clusters Score -47806.28 nChanged 5
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: -47826.441406 Penalty: 3051.755371
	Iteration 22Q: 3 clusters Score -47826.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -47860.625000 Penalty: 3051.755371
	Iteration 23Q: 3 clusters Score -47860.62 nChanged 5
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: -47888.257812 Penalty: 3051.755371
	Iteration 24Q: 3 clusters Score -47888.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -47897.023438 Penalty: 3051.755371
	Iteration 25Q: 3 clusters Score -47897.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -47909.179688 Penalty: 3051.755371
	Iteration 26Q: 3 clusters Score -47909.18 nChanged 2
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: -47926.273438 Penalty: 3051.755371
	Iteration 27Q: 3 clusters Score -47926.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47930.960938 Penalty: 3051.755371
	Iteration 28Q: 3 clusters Score -47930.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47930.960938 Penalty: 3051.755371
	Iteration 29F: 3 clusters Score -47930.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Entering Unmasked Estep 
Score: -5576788.500000 Penalty: 2678.274414
	Iteration 0F: 2 clusters Score -5576788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -5543796.500000 Penalty: 5356.548828
	Iteration 0F: 3 clusters Score -5543796 nChanged 22611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -5556767.000000 Penalty: 5356.548828
	Iteration 1F: 3 clusters Score -5556767 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -5558160.500000 Penalty: 5356.548828
	Iteration 2F: 3 clusters Score -5558160 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -5559903.500000 Penalty: 5356.548828
	Iteration 3F: 3 clusters Score -5559904 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -5561824.500000 Penalty: 5356.548828
	Iteration 4F: 3 clusters Score -5561824 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -5563730.000000 Penalty: 5356.548828
	Iteration 5F: 3 clusters Score -5563730 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -5565292.500000 Penalty: 5356.548828
	Iteration 6F: 3 clusters Score -5565292 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -5566587.000000 Penalty: 5356.548828
	Iteration 7F: 3 clusters Score -5566587 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -5567628.500000 Penalty: 5356.548828
	Iteration 8Q: 3 clusters Score -5567628 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -5568392.500000 Penalty: 5356.548828
	Iteration 9Q: 3 clusters Score -5568392 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -5568984.500000 Penalty: 5356.548828
	Iteration 10Q: 3 clusters Score -5568984 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -5569360.500000 Penalty: 5356.548828
	Iteration 11Q: 3 clusters Score -5569360 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -5569607.000000 Penalty: 5356.548828
	Iteration 12Q: 3 clusters Score -5569607 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -5569801.000000 Penalty: 5356.548828
	Iteration 13Q: 3 clusters Score -5569801 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -5569926.000000 Penalty: 5356.548828
	Iteration 14Q: 3 clusters Score -5569926 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -5570027.500000 Penalty: 5356.548828
	Iteration 15Q: 3 clusters Score -5570028 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -5570129.000000 Penalty: 5356.548828
	Iteration 16Q: 3 clusters Score -5570129 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -5570231.000000 Penalty: 5356.548828
	Iteration 17Q: 3 clusters Score -5570231 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -5570266.500000 Penalty: 5356.548828
	Iteration 18Q: 3 clusters Score -5570266 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -5570332.500000 Penalty: 5356.548828
	Iteration 19Q: 3 clusters Score -5570332 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -5570375.500000 Penalty: 5356.548828
	Iteration 20F: 3 clusters Score -5570376 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -5570430.500000 Penalty: 5356.548828
	Iteration 21Q: 3 clusters Score -5570430 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5570495 nChanged 367
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5570581 nChanged 323
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5570658 nChanged 307
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5570702 nChanged 301
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Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5570716 nChanged 324
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5570752 nChanged 302
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Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5570792 nChanged 287
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Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5570815 nChanged 279
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Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5570852 nChanged 252
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Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5570878 nChanged 244
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Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5570910 nChanged 261
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Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5570958 nChanged 250
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Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5570996 nChanged 251
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Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5571046 nChanged 216
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Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5571072 nChanged 211
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Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5571104 nChanged 223
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Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5571147 nChanged 221
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Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5571154 nChanged 213
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Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -5571205.500000 Penalty: 5356.548828
	Iteration 40F: 3 clusters Score -5571206 nChanged 200
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Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5571204 nChanged 189
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Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5571204 nChanged 207
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Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5571209 nChanged 181
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Mstep: Class 1 contains 26041 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5571238 nChanged 166
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Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5571243 nChanged 171
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Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5571268 nChanged 204
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Mstep: Class 1 contains 26238 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5571278 nChanged 203
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Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5571289 nChanged 212
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Mstep: Class 1 contains 26337 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5571332 nChanged 207
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5571379 nChanged 236
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Mstep: Class 1 contains 26464 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5571414 nChanged 243
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Mstep: Class 1 contains 26551 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5571428 nChanged 229
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Mstep: Class 1 contains 26636 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5571461 nChanged 215
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Mstep: Class 1 contains 26725 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5571491 nChanged 214
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Mstep: Class 1 contains 26811 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5571551 nChanged 226
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5571564 nChanged 230
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Mstep: Class 1 contains 27019 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5571574 nChanged 227
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5571612 nChanged 196
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5571661 nChanged 206
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Mstep: Class 1 contains 27300 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5571668 nChanged 176
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Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5571690 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5571673 nChanged 173
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Mstep: Class 1 contains 27590 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5571693 nChanged 156
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5571710 nChanged 141
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5571716 nChanged 121
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Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5571730 nChanged 115
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Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 21045 members 
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	Iteration 67Q: 3 clusters Score -5571734 nChanged 133
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Mstep: Class 1 contains 28042 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5571760 nChanged 119
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Mstep: Class 1 contains 28115 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5571764 nChanged 99
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Mstep: Class 1 contains 28188 members 
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	Iteration 70Q: 3 clusters Score -5571768 nChanged 87
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Mstep: Class 1 contains 28247 members 
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	Iteration 71Q: 3 clusters Score -5571790 nChanged 75
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Mstep: Class 1 contains 28298 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5571780 nChanged 74
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	Iteration 73Q: 3 clusters Score -5571782 nChanged 65
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5571778 nChanged 63
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Mstep: Class 1 contains 28466 members 
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	Iteration 75Q: 3 clusters Score -5571764 nChanged 75
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	Iteration 76Q: 3 clusters Score -5571793 nChanged 70
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	Iteration 77Q: 3 clusters Score -5571795 nChanged 65
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	Iteration 78Q: 3 clusters Score -5571788 nChanged 53
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	Iteration 79Q: 3 clusters Score -5571794 nChanged 59
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5571808 nChanged 49
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Mstep: Class 1 contains 28773 members 
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	Iteration 81Q: 3 clusters Score -5571804 nChanged 51
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5571806 nChanged 48
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	Iteration 83Q: 3 clusters Score -5571809 nChanged 43
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Mstep: Class 1 contains 28895 members 
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	Iteration 84Q: 3 clusters Score -5571814 nChanged 39
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Mstep: Class 1 contains 28930 members 
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	Iteration 85Q: 3 clusters Score -5571814 nChanged 48
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Mstep: Class 1 contains 28974 members 
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	Iteration 86Q: 3 clusters Score -5571823 nChanged 37
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Mstep: Class 1 contains 29007 members 
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	Iteration 87Q: 3 clusters Score -5571824 nChanged 45
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Mstep: Class 1 contains 29046 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5571832 nChanged 48
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Mstep: Class 1 contains 29090 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5571842 nChanged 40
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Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5571846 nChanged 32
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Mstep: Class 2 contains 19840 members 
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	Iteration 91Q: 3 clusters Score -5571834 nChanged 25
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	Iteration 92Q: 3 clusters Score -5571846 nChanged 25
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Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5571847 nChanged 30
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Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5571832 nChanged 30
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Mstep: Class 1 contains 29246 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5571830 nChanged 34
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	Iteration 96Q: 3 clusters Score -5571827 nChanged 40
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5571824 nChanged 35
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Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -5571821.500000 Penalty: 5356.548828
	Iteration 98Q: 3 clusters Score -5571822 nChanged 43
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Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5571825 nChanged 41
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Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5571823 nChanged 42
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Mstep: Class 1 contains 29447 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5571820 nChanged 39
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Mstep: Class 1 contains 29478 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5571826 nChanged 36
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Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5571822 nChanged 34
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Mstep: Class 1 contains 29530 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5571835 nChanged 44
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Mstep: Class 1 contains 29572 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5571839 nChanged 46
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Mstep: Class 1 contains 29610 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5571843 nChanged 36
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5571844 nChanged 33
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5571846 nChanged 25
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5571835 nChanged 23
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5571833 nChanged 16
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Mstep: Class 1 contains 29715 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5571836 nChanged 18
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Mstep: Class 1 contains 29733 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5571850 nChanged 19
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Mstep: Class 1 contains 29746 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5571850 nChanged 22
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Mstep: Class 1 contains 29768 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5571852 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 19211 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5571850 nChanged 19
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Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5571854 nChanged 17
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Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 19163 members 
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	Iteration 118Q: 3 clusters Score -5571850 nChanged 20
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Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5571852 nChanged 12
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5571854 nChanged 10
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Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5571861 nChanged 8
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Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5571861 nChanged 8
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5571858 nChanged 13
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5571864 nChanged 16
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	Iteration 126Q: 3 clusters Score -5571866 nChanged 16
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5571859 nChanged 10
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5571856 nChanged 11
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29987 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5571864 nChanged 20
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Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5571864 nChanged 25
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Mstep: Class 1 contains 30024 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5571870 nChanged 20
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Mstep: Class 1 contains 30040 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5571866 nChanged 20
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Mstep: Class 2 contains 18940 members 
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	Iteration 135Q: 3 clusters Score -5571863 nChanged 23
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Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5571865 nChanged 25
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5571874 nChanged 28
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5571878 nChanged 33
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	Iteration 139Q: 3 clusters Score -5571877 nChanged 23
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	Iteration 140F: 3 clusters Score -5571878 nChanged 19
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	Iteration 141Q: 3 clusters Score -5571878 nChanged 26
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	Iteration 142Q: 3 clusters Score -5571879 nChanged 19
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	Iteration 143Q: 3 clusters Score -5571882 nChanged 19
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	Iteration 144Q: 3 clusters Score -5571869 nChanged 19
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	Iteration 145Q: 3 clusters Score -5571864 nChanged 25
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	Iteration 146Q: 3 clusters Score -5571878 nChanged 24
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	Iteration 147Q: 3 clusters Score -5571878 nChanged 19
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	Iteration 148Q: 3 clusters Score -5571876 nChanged 31
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	Iteration 149Q: 3 clusters Score -5571876 nChanged 33
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	Iteration 150Q: 3 clusters Score -5571876 nChanged 27
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	Iteration 151Q: 3 clusters Score -5571878 nChanged 25
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	Iteration 152Q: 3 clusters Score -5571877 nChanged 26
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	Iteration 153Q: 3 clusters Score -5571886 nChanged 28
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	Iteration 154Q: 3 clusters Score -5571883 nChanged 34
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	Iteration 155Q: 3 clusters Score -5571895 nChanged 31
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	Iteration 156Q: 3 clusters Score -5571894 nChanged 24
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	Iteration 157Q: 3 clusters Score -5571882 nChanged 22
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	Iteration 158Q: 3 clusters Score -5571884 nChanged 36
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	Iteration 159Q: 3 clusters Score -5571884 nChanged 33
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	Iteration 160F: 3 clusters Score -5571894 nChanged 38
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5571892 nChanged 31
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	Iteration 162Q: 3 clusters Score -5571878 nChanged 44
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	Iteration 163Q: 3 clusters Score -5571889 nChanged 50
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	Iteration 164Q: 3 clusters Score -5571888 nChanged 45
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	Iteration 165Q: 3 clusters Score -5571886 nChanged 44
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	Iteration 166Q: 3 clusters Score -5571898 nChanged 43
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	Iteration 167Q: 3 clusters Score -5571902 nChanged 38
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	Iteration 168Q: 3 clusters Score -5571898 nChanged 47
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	Iteration 169Q: 3 clusters Score -5571901 nChanged 59
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	Iteration 170Q: 3 clusters Score -5571907 nChanged 71
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	Iteration 171Q: 3 clusters Score -5571893 nChanged 71
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	Iteration 172Q: 3 clusters Score -5571912 nChanged 90
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	Iteration 173Q: 3 clusters Score -5571934 nChanged 94
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	Iteration 174Q: 3 clusters Score -5571954 nChanged 98
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	Iteration 175Q: 3 clusters Score -5571946 nChanged 92
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	Iteration 176Q: 3 clusters Score -5571957 nChanged 77
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	Iteration 177Q: 3 clusters Score -5571976 nChanged 75
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	Iteration 178Q: 3 clusters Score -5571968 nChanged 96
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	Iteration 179Q: 3 clusters Score -5571976 nChanged 113
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	Iteration 180F: 3 clusters Score -5571983 nChanged 114
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	Iteration 181Q: 3 clusters Score -5572002 nChanged 116
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	Iteration 182Q: 3 clusters Score -5572002 nChanged 115
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	Iteration 183Q: 3 clusters Score -5572026 nChanged 123
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	Iteration 184Q: 3 clusters Score -5572032 nChanged 124
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	Iteration 185Q: 3 clusters Score -5572034 nChanged 124
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	Iteration 186Q: 3 clusters Score -5572038 nChanged 120
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	Iteration 187Q: 3 clusters Score -5572039 nChanged 129
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	Iteration 188Q: 3 clusters Score -5572061 nChanged 118
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	Iteration 189Q: 3 clusters Score -5572070 nChanged 130
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	Iteration 190Q: 3 clusters Score -5572066 nChanged 136
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	Iteration 192Q: 3 clusters Score -5572078 nChanged 119
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	Iteration 193Q: 3 clusters Score -5572077 nChanged 127
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	Iteration 194Q: 3 clusters Score -5572089 nChanged 138
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	Iteration 195Q: 3 clusters Score -5572097 nChanged 167
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	Iteration 196Q: 3 clusters Score -5572119 nChanged 191
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	Iteration 197Q: 3 clusters Score -5572146 nChanged 189
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	Iteration 200F: 3 clusters Score -5572206 nChanged 191
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	Iteration 201Q: 3 clusters Score -5572238 nChanged 187
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	Iteration 202Q: 3 clusters Score -5572254 nChanged 195
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	Iteration 203Q: 3 clusters Score -5572280 nChanged 218
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	Iteration 208Q: 3 clusters Score -5572467 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -5572528.500000 Penalty: 5356.548828
	Iteration 209Q: 3 clusters Score -5572528 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -5572603 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5572677 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -5572738 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -5572812 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -5572906 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -5572984 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -5573092.500000 Penalty: 5356.548828
	Iteration 216Q: 3 clusters Score -5573092 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -5573212 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -5573325.000000 Penalty: 5356.548828
	Iteration 218Q: 3 clusters Score -5573325 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -5573409.000000 Penalty: 5356.548828
	Iteration 219Q: 3 clusters Score -5573409 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -5573523.500000 Penalty: 5356.548828
	Iteration 220F: 3 clusters Score -5573524 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -5573622.000000 Penalty: 5356.548828
	Iteration 221Q: 3 clusters Score -5573622 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -5573699 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -5573831.000000 Penalty: 5356.548828
	Iteration 223Q: 3 clusters Score -5573831 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5573978 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -5574116 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -5574232.000000 Penalty: 5356.548828
	Iteration 226Q: 3 clusters Score -5574232 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -5574374.500000 Penalty: 5356.548828
	Iteration 227Q: 3 clusters Score -5574374 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -5574506.000000 Penalty: 5356.548828
	Iteration 228Q: 3 clusters Score -5574506 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -5574629.500000 Penalty: 5356.548828
	Iteration 229Q: 3 clusters Score -5574630 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -5574765.000000 Penalty: 5356.548828
	Iteration 230Q: 3 clusters Score -5574765 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -5574866.000000 Penalty: 5356.548828
	Iteration 231Q: 3 clusters Score -5574866 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -5574988.000000 Penalty: 5356.548828
	Iteration 232Q: 3 clusters Score -5574988 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -5575088.500000 Penalty: 5356.548828
	Iteration 233Q: 3 clusters Score -5575088 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -5575173.000000 Penalty: 5356.548828
	Iteration 234Q: 3 clusters Score -5575173 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -5575233.500000 Penalty: 5356.548828
	Iteration 235Q: 3 clusters Score -5575234 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -5575294.500000 Penalty: 5356.548828
	Iteration 236Q: 3 clusters Score -5575294 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -5575323.000000 Penalty: 5356.548828
	Iteration 237Q: 3 clusters Score -5575323 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -5575344.500000 Penalty: 5356.548828
	Iteration 238Q: 3 clusters Score -5575344 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -5575358.000000 Penalty: 5356.548828
	Iteration 239Q: 3 clusters Score -5575358 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -5575378.000000 Penalty: 5356.548828
	Iteration 240F: 3 clusters Score -5575378 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -5575396.000000 Penalty: 5356.548828
	Iteration 241Q: 3 clusters Score -5575396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -5575407.500000 Penalty: 5356.548828
	Iteration 242Q: 3 clusters Score -5575408 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -5575419.500000 Penalty: 5356.548828
	Iteration 243Q: 3 clusters Score -5575420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -5575429.000000 Penalty: 5356.548828
	Iteration 244Q: 3 clusters Score -5575429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -5575431.500000 Penalty: 5356.548828
	Iteration 245Q: 3 clusters Score -5575432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -5575431.000000 Penalty: 5356.548828
	Iteration 246Q: 3 clusters Score -5575431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -5575446.500000 Penalty: 5356.548828
	Iteration 247Q: 3 clusters Score -5575446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -5575457.000000 Penalty: 5356.548828
	Iteration 248Q: 3 clusters Score -5575457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -5575453.000000 Penalty: 5356.548828
	Iteration 249Q: 3 clusters Score -5575453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -5575464.500000 Penalty: 5356.548828
	Iteration 250Q: 3 clusters Score -5575464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -5575467.000000 Penalty: 5356.548828
	Iteration 251Q: 3 clusters Score -5575467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5575474.000000 Penalty: 5356.548828
	Iteration 252Q: 3 clusters Score -5575474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -5575482.500000 Penalty: 5356.548828
	Iteration 253Q: 3 clusters Score -5575482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -5575472.500000 Penalty: 5356.548828
	Iteration 254Q: 3 clusters Score -5575472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -5575470.000000 Penalty: 5356.548828
	Iteration 255Q: 3 clusters Score -5575470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -5575469.000000 Penalty: 5356.548828
	Iteration 256Q: 3 clusters Score -5575469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -5575466.000000 Penalty: 5356.548828
	Iteration 257Q: 3 clusters Score -5575466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -5575459.500000 Penalty: 5356.548828
	Iteration 258Q: 3 clusters Score -5575460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -5575463.000000 Penalty: 5356.548828
	Iteration 259Q: 3 clusters Score -5575463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -5575467.000000 Penalty: 5356.548828
	Iteration 260F: 3 clusters Score -5575467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -5575472.500000 Penalty: 5356.548828
	Iteration 261Q: 3 clusters Score -5575472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -5575469.500000 Penalty: 5356.548828
	Iteration 262Q: 3 clusters Score -5575470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -5575460.500000 Penalty: 5356.548828
	Iteration 263Q: 3 clusters Score -5575460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -5575455.500000 Penalty: 5356.548828
	Iteration 264Q: 3 clusters Score -5575456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -5575470.500000 Penalty: 5356.548828
	Iteration 265Q: 3 clusters Score -5575470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -5575472.500000 Penalty: 5356.548828
	Iteration 266Q: 3 clusters Score -5575472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5575470.000000 Penalty: 5356.548828
	Iteration 267Q: 3 clusters Score -5575470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -5575470.000000 Penalty: 5356.548828
	Iteration 268Q: 3 clusters Score -5575470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -5575481.500000 Penalty: 5356.548828
	Iteration 269Q: 3 clusters Score -5575482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -5575485.500000 Penalty: 5356.548828
	Iteration 270Q: 3 clusters Score -5575486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -5575486.500000 Penalty: 5356.548828
	Iteration 271Q: 3 clusters Score -5575486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -5575485.000000 Penalty: 5356.548828
	Iteration 272Q: 3 clusters Score -5575485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -5575481.000000 Penalty: 5356.548828
	Iteration 273Q: 3 clusters Score -5575481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -5575479.000000 Penalty: 5356.548828
	Iteration 274Q: 3 clusters Score -5575479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -5575481.000000 Penalty: 5356.548828
	Iteration 275Q: 3 clusters Score -5575481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -5575488.500000 Penalty: 5356.548828
	Iteration 276Q: 3 clusters Score -5575488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -5575480.500000 Penalty: 5356.548828
	Iteration 277Q: 3 clusters Score -5575480 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
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	Iteration 278F: 3 clusters Score -5575480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (160425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 160425 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1.944927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80296 members 
Mstep: Class 2 contains 80129 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1.934206e+07 nChanged 76580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 78843 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1.93865e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82365 members 
Mstep: Class 2 contains 78060 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1.938748e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83456 members 
Mstep: Class 2 contains 76969 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1.938911e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85060 members 
Mstep: Class 2 contains 75365 members 
Entering Unmasked Estep 
Score: -19391006.000000 Penalty: 5944.848145
	Iteration 4Q: 3 clusters Score -1.939101e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87203 members 
Mstep: Class 2 contains 73222 members 
Entering Unmasked Estep 
Score: -19393600.000000 Penalty: 5944.848145
	Iteration 5Q: 3 clusters Score -1.93936e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89952 members 
Mstep: Class 2 contains 70473 members 
Entering Unmasked Estep 
Score: -19397056.000000 Penalty: 5944.848145
	Iteration 6Q: 3 clusters Score -1.939706e+07 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93474 members 
Mstep: Class 2 contains 66951 members 
Entering Unmasked Estep 
Score: -19401076.000000 Penalty: 5944.848145
	Iteration 7Q: 3 clusters Score -1.940108e+07 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97911 members 
Mstep: Class 2 contains 62514 members 
Entering Unmasked Estep 
Score: -19405686.000000 Penalty: 5944.848145
	Iteration 8F: 3 clusters Score -1.940569e+07 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103233 members 
Mstep: Class 2 contains 57192 members 
Entering Unmasked Estep 
Score: -19410628.000000 Penalty: 5944.848145
	Iteration 9F: 3 clusters Score -1.941063e+07 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109403 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -19415478.000000 Penalty: 5944.848145
	Iteration 10F: 3 clusters Score -1.941548e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116126 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -19420130.000000 Penalty: 5944.848145
	Iteration 11Q: 3 clusters Score -1.942013e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123392 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -19424778.000000 Penalty: 5944.848145
	Iteration 12Q: 3 clusters Score -1.942478e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130683 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -19429436.000000 Penalty: 5944.848145
	Iteration 13Q: 3 clusters Score -1.942944e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137470 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -19433504.000000 Penalty: 5944.848145
	Iteration 14Q: 3 clusters Score -1.94335e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143412 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -19437022.000000 Penalty: 5944.848145
	Iteration 15Q: 3 clusters Score -1.943702e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148281 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -19439982.000000 Penalty: 5944.848145
	Iteration 16Q: 3 clusters Score -1.943998e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152018 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -19442208.000000 Penalty: 5944.848145
	Iteration 17Q: 3 clusters Score -1.944221e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154715 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -19443836.000000 Penalty: 5944.848145
	Iteration 18Q: 3 clusters Score -1.944384e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156500 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -19444788.000000 Penalty: 5944.848145
	Iteration 19Q: 3 clusters Score -1.944479e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157601 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -19445512.000000 Penalty: 5944.848145
	Iteration 20F: 3 clusters Score -1.944551e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158281 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -19445958.000000 Penalty: 5944.848145
	Iteration 21Q: 3 clusters Score -1.944596e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158707 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -19446224.000000 Penalty: 5944.848145
	Iteration 22Q: 3 clusters Score -1.944622e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158959 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -19446394.000000 Penalty: 5944.848145
	Iteration 23Q: 3 clusters Score -1.944639e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159130 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -19446500.000000 Penalty: 5944.848145
	Iteration 24Q: 3 clusters Score -1.94465e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159241 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -19446582.000000 Penalty: 5944.848145
	Iteration 25Q: 3 clusters Score -1.944658e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159322 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -19446596.000000 Penalty: 5944.848145
	Iteration 26Q: 3 clusters Score -1.94466e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159374 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -19446648.000000 Penalty: 5944.848145
	Iteration 27Q: 3 clusters Score -1.944665e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159418 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -19446680.000000 Penalty: 5944.848145
	Iteration 28Q: 3 clusters Score -1.944668e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159447 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -19446706.000000 Penalty: 5944.848145
	Iteration 29Q: 3 clusters Score -1.944671e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159475 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -19446722.000000 Penalty: 5944.848145
	Iteration 30Q: 3 clusters Score -1.944672e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159500 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -19446734.000000 Penalty: 5944.848145
	Iteration 31Q: 3 clusters Score -1.944673e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159522 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -19446744.000000 Penalty: 5944.848145
	Iteration 32Q: 3 clusters Score -1.944674e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159540 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -19446754.000000 Penalty: 5944.848145
	Iteration 33Q: 3 clusters Score -1.944675e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159553 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -19446766.000000 Penalty: 5944.848145
	Iteration 34Q: 3 clusters Score -1.944677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159564 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -19446760.000000 Penalty: 5944.848145
	Iteration 35Q: 3 clusters Score -1.944676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159570 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -19446754.000000 Penalty: 5944.848145
	Iteration 36Q: 3 clusters Score -1.944675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159574 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -19446766.000000 Penalty: 5944.848145
	Iteration 37Q: 3 clusters Score -1.944677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159578 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -19446768.000000 Penalty: 5944.848145
	Iteration 38Q: 3 clusters Score -1.944677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159583 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -19446780.000000 Penalty: 5944.848145
	Iteration 39Q: 3 clusters Score -1.944678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159589 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -19446786.000000 Penalty: 5944.848145
	Iteration 40F: 3 clusters Score -1.944679e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159598 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -19446796.000000 Penalty: 5944.848145
	Iteration 41Q: 3 clusters Score -1.94468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159604 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -19446806.000000 Penalty: 5944.848145
	Iteration 42Q: 3 clusters Score -1.944681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159610 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -19446802.000000 Penalty: 5944.848145
	Iteration 43Q: 3 clusters Score -1.94468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159617 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -19446814.000000 Penalty: 5944.848145
	Iteration 44Q: 3 clusters Score -1.944681e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159618 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -19446820.000000 Penalty: 5944.848145
	Iteration 45Q: 3 clusters Score -1.944682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159623 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -19446842.000000 Penalty: 5944.848145
	Iteration 46Q: 3 clusters Score -1.944684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159626 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -19446838.000000 Penalty: 5944.848145
	Iteration 47Q: 3 clusters Score -1.944684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159630 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -19446852.000000 Penalty: 5944.848145
	Iteration 48Q: 3 clusters Score -1.944685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159634 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -19446846.000000 Penalty: 5944.848145
	Iteration 49Q: 3 clusters Score -1.944685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159636 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -19446844.000000 Penalty: 5944.848145
	Iteration 50Q: 3 clusters Score -1.944684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159638 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -19446854.000000 Penalty: 5944.848145
	Iteration 51Q: 3 clusters Score -1.944685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159639 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -19446844.000000 Penalty: 5944.848145
	Iteration 52Q: 3 clusters Score -1.944684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159640 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -19446852.000000 Penalty: 5944.848145
	Iteration 53Q: 3 clusters Score -1.944685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159640 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -19446852.000000 Penalty: 5944.848145
	Iteration 54F: 3 clusters Score -1.944685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (67060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67060 members 
Entering Unmasked Estep 
Score: -8228623.500000 Penalty: 2756.109131
	Iteration 0F: 2 clusters Score -8228624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -8183483.000000 Penalty: 5512.218262
	Iteration 0F: 3 clusters Score -8183483 nChanged 31359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -8201020.500000 Penalty: 5512.218262
	Iteration 1F: 3 clusters Score -8201020 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -8201861.000000 Penalty: 5512.218262
	Iteration 2Q: 3 clusters Score -8201861 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -8202800.500000 Penalty: 5512.218262
	Iteration 3Q: 3 clusters Score -8202800 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -8203898.500000 Penalty: 5512.218262
	Iteration 4Q: 3 clusters Score -8203898 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -8205249.500000 Penalty: 5512.218262
	Iteration 5Q: 3 clusters Score -8205250 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -8206845.000000 Penalty: 5512.218262
	Iteration 6F: 3 clusters Score -8206845 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -8208772.500000 Penalty: 5512.218262
	Iteration 7F: 3 clusters Score -8208772 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -8210758.000000 Penalty: 5512.218262
	Iteration 8F: 3 clusters Score -8210758 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -8212841.500000 Penalty: 5512.218262
	Iteration 9F: 3 clusters Score -8212842 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -8214969.000000 Penalty: 5512.218262
	Iteration 10F: 3 clusters Score -8214969 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -8217141.000000 Penalty: 5512.218262
	Iteration 11Q: 3 clusters Score -8217141 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57831 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -8219344.000000 Penalty: 5512.218262
	Iteration 12Q: 3 clusters Score -8219344 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60477 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -8221287.000000 Penalty: 5512.218262
	Iteration 13Q: 3 clusters Score -8221287 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -8222960.000000 Penalty: 5512.218262
	Iteration 14Q: 3 clusters Score -8222960 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64193 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -8224194.500000 Penalty: 5512.218262
	Iteration 15Q: 3 clusters Score -8224194 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65212 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -8224992.000000 Penalty: 5512.218262
	Iteration 16Q: 3 clusters Score -8224992 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65832 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8225493.000000 Penalty: 5512.218262
	Iteration 17Q: 3 clusters Score -8225493 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8225748.500000 Penalty: 5512.218262
	Iteration 18Q: 3 clusters Score -8225748 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66380 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8225928.500000 Penalty: 5512.218262
	Iteration 19Q: 3 clusters Score -8225928 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66498 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8226036.000000 Penalty: 5512.218262
	Iteration 20F: 3 clusters Score -8226036 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66566 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8226100.500000 Penalty: 5512.218262
	Iteration 21Q: 3 clusters Score -8226100 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66610 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8226144.000000 Penalty: 5512.218262
	Iteration 22Q: 3 clusters Score -8226144 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66637 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8226170.500000 Penalty: 5512.218262
	Iteration 23Q: 3 clusters Score -8226170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66656 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8226194.500000 Penalty: 5512.218262
	Iteration 24Q: 3 clusters Score -8226194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66666 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8226209.000000 Penalty: 5512.218262
	Iteration 25Q: 3 clusters Score -8226209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66673 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8226207.500000 Penalty: 5512.218262
	Iteration 26Q: 3 clusters Score -8226208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8226223.000000 Penalty: 5512.218262
	Iteration 27Q: 3 clusters Score -8226223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66689 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8226220.500000 Penalty: 5512.218262
	Iteration 28Q: 3 clusters Score -8226220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66692 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8226228.500000 Penalty: 5512.218262
	Iteration 29Q: 3 clusters Score -8226228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66695 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8226231.500000 Penalty: 5512.218262
	Iteration 30Q: 3 clusters Score -8226232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66695 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8226237.000000 Penalty: 5512.218262
	Iteration 31Q: 3 clusters Score -8226237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66696 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8226237.500000 Penalty: 5512.218262
	Iteration 32Q: 3 clusters Score -8226238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66697 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8226237.000000 Penalty: 5512.218262
	Iteration 33Q: 3 clusters Score -8226237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66699 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8226240.500000 Penalty: 5512.218262
	Iteration 34Q: 3 clusters Score -8226240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66701 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8226245.500000 Penalty: 5512.218262
	Iteration 35Q: 3 clusters Score -8226246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66702 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8226236.500000 Penalty: 5512.218262
	Iteration 36Q: 3 clusters Score -8226236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66703 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8226237.000000 Penalty: 5512.218262
	Iteration 37Q: 3 clusters Score -8226237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66704 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8226240.500000 Penalty: 5512.218262
	Iteration 38Q: 3 clusters Score -8226240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66705 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8226248.500000 Penalty: 5512.218262
	Iteration 39Q: 3 clusters Score -8226248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66705 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8226248.500000 Penalty: 5512.218262
	Iteration 40F: 3 clusters Score -8226248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Entering Unmasked Estep 
Score: -1782150.750000 Penalty: 2390.601318
	Iteration 0F: 2 clusters Score -1782151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1771117.875000 Penalty: 4781.202637
	Iteration 0F: 3 clusters Score -1771118 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1774801.250000 Penalty: 4781.202637
	Iteration 1F: 3 clusters Score -1774801 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1775273.750000 Penalty: 4781.202637
	Iteration 2F: 3 clusters Score -1775274 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1775648.250000 Penalty: 4781.202637
	Iteration 3F: 3 clusters Score -1775648 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1775994.250000 Penalty: 4781.202637
	Iteration 4Q: 3 clusters Score -1775994 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1776352.125000 Penalty: 4781.202637
	Iteration 5Q: 3 clusters Score -1776352 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1776737.000000 Penalty: 4781.202637
	Iteration 6Q: 3 clusters Score -1776737 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1777113.750000 Penalty: 4781.202637
	Iteration 7Q: 3 clusters Score -1777114 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1777502.750000 Penalty: 4781.202637
	Iteration 8Q: 3 clusters Score -1777503 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1777886.875000 Penalty: 4781.202637
	Iteration 9Q: 3 clusters Score -1777887 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1778233.375000 Penalty: 4781.202637
	Iteration 10Q: 3 clusters Score -1778233 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1778544.375000 Penalty: 4781.202637
	Iteration 11Q: 3 clusters Score -1778544 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1778746.000000 Penalty: 4781.202637
	Iteration 12Q: 3 clusters Score -1778746 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1778860.375000 Penalty: 4781.202637
	Iteration 13Q: 3 clusters Score -1778860 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1778930.375000 Penalty: 4781.202637
	Iteration 14Q: 3 clusters Score -1778930 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1778981.875000 Penalty: 4781.202637
	Iteration 15Q: 3 clusters Score -1778982 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1779018.000000 Penalty: 4781.202637
	Iteration 16Q: 3 clusters Score -1779018 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1779039.750000 Penalty: 4781.202637
	Iteration 17Q: 3 clusters Score -1779040 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1779064.625000 Penalty: 4781.202637
	Iteration 18Q: 3 clusters Score -1779065 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1779080.250000 Penalty: 4781.202637
	Iteration 19Q: 3 clusters Score -1779080 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1779094.750000 Penalty: 4781.202637
	Iteration 20F: 3 clusters Score -1779095 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1779107.250000 Penalty: 4781.202637
	Iteration 21Q: 3 clusters Score -1779107 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1779125.250000 Penalty: 4781.202637
	Iteration 22Q: 3 clusters Score -1779125 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1779134.500000 Penalty: 4781.202637
	Iteration 23Q: 3 clusters Score -1779134 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1779143.875000 Penalty: 4781.202637
	Iteration 24Q: 3 clusters Score -1779144 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1779160.250000 Penalty: 4781.202637
	Iteration 25Q: 3 clusters Score -1779160 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1779169.375000 Penalty: 4781.202637
	Iteration 26Q: 3 clusters Score -1779169 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1779178.000000 Penalty: 4781.202637
	Iteration 27Q: 3 clusters Score -1779178 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1779186.000000 Penalty: 4781.202637
	Iteration 28Q: 3 clusters Score -1779186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1779185.250000 Penalty: 4781.202637
	Iteration 29Q: 3 clusters Score -1779185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1779184.250000 Penalty: 4781.202637
	Iteration 30Q: 3 clusters Score -1779184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1779189.500000 Penalty: 4781.202637
	Iteration 31Q: 3 clusters Score -1779190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1779196.750000 Penalty: 4781.202637
	Iteration 32Q: 3 clusters Score -1779197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1779197.750000 Penalty: 4781.202637
	Iteration 33Q: 3 clusters Score -1779198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1779200.500000 Penalty: 4781.202637
	Iteration 34Q: 3 clusters Score -1779200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1779201.375000 Penalty: 4781.202637
	Iteration 35Q: 3 clusters Score -1779201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1779201.125000 Penalty: 4781.202637
	Iteration 36Q: 3 clusters Score -1779201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1779209.125000 Penalty: 4781.202637
	Iteration 37Q: 3 clusters Score -1779209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1779213.000000 Penalty: 4781.202637
	Iteration 38Q: 3 clusters Score -1779213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1779216.625000 Penalty: 4781.202637
	Iteration 39Q: 3 clusters Score -1779217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1779216.250000 Penalty: 4781.202637
	Iteration 40F: 3 clusters Score -1779216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1779223.375000 Penalty: 4781.202637
	Iteration 41Q: 3 clusters Score -1779223 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1779229.875000 Penalty: 4781.202637
	Iteration 42Q: 3 clusters Score -1779230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1779233.750000 Penalty: 4781.202637
	Iteration 43Q: 3 clusters Score -1779234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1779244.250000 Penalty: 4781.202637
	Iteration 44Q: 3 clusters Score -1779244 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1779256.250000 Penalty: 4781.202637
	Iteration 45Q: 3 clusters Score -1779256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1779263.125000 Penalty: 4781.202637
	Iteration 46Q: 3 clusters Score -1779263 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1779275.625000 Penalty: 4781.202637
	Iteration 47Q: 3 clusters Score -1779276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1779278.375000 Penalty: 4781.202637
	Iteration 48Q: 3 clusters Score -1779278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1779288.250000 Penalty: 4781.202637
	Iteration 49Q: 3 clusters Score -1779288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1779296.375000 Penalty: 4781.202637
	Iteration 50Q: 3 clusters Score -1779296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1779296.125000 Penalty: 4781.202637
	Iteration 51Q: 3 clusters Score -1779296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1779300.250000 Penalty: 4781.202637
	Iteration 52Q: 3 clusters Score -1779300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1779306.375000 Penalty: 4781.202637
	Iteration 53Q: 3 clusters Score -1779306 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1779309.750000 Penalty: 4781.202637
	Iteration 54Q: 3 clusters Score -1779310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1779322.125000 Penalty: 4781.202637
	Iteration 55Q: 3 clusters Score -1779322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1779326.500000 Penalty: 4781.202637
	Iteration 56Q: 3 clusters Score -1779326 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1779345.125000 Penalty: 4781.202637
	Iteration 57Q: 3 clusters Score -1779345 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1779358.125000 Penalty: 4781.202637
	Iteration 58Q: 3 clusters Score -1779358 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1779371.625000 Penalty: 4781.202637
	Iteration 59Q: 3 clusters Score -1779372 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1779378.375000 Penalty: 4781.202637
	Iteration 60F: 3 clusters Score -1779378 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1779400.250000 Penalty: 4781.202637
	Iteration 61Q: 3 clusters Score -1779400 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1779411.625000 Penalty: 4781.202637
	Iteration 62Q: 3 clusters Score -1779412 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1779416.500000 Penalty: 4781.202637
	Iteration 63Q: 3 clusters Score -1779416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1779428.625000 Penalty: 4781.202637
	Iteration 64Q: 3 clusters Score -1779429 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1779440.375000 Penalty: 4781.202637
	Iteration 65Q: 3 clusters Score -1779440 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1779453.000000 Penalty: 4781.202637
	Iteration 66Q: 3 clusters Score -1779453 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1779472.375000 Penalty: 4781.202637
	Iteration 67Q: 3 clusters Score -1779472 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1779476.625000 Penalty: 4781.202637
	Iteration 68Q: 3 clusters Score -1779477 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1779479.125000 Penalty: 4781.202637
	Iteration 69Q: 3 clusters Score -1779479 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1779487.500000 Penalty: 4781.202637
	Iteration 70Q: 3 clusters Score -1779488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1779483.625000 Penalty: 4781.202637
	Iteration 71Q: 3 clusters Score -1779484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1779487.375000 Penalty: 4781.202637
	Iteration 72Q: 3 clusters Score -1779487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1779487.625000 Penalty: 4781.202637
	Iteration 73Q: 3 clusters Score -1779488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1779487.000000 Penalty: 4781.202637
	Iteration 74Q: 3 clusters Score -1779487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1779491.125000 Penalty: 4781.202637
	Iteration 75Q: 3 clusters Score -1779491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1779491.625000 Penalty: 4781.202637
	Iteration 76Q: 3 clusters Score -1779492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1779489.625000 Penalty: 4781.202637
	Iteration 77Q: 3 clusters Score -1779490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1779493.250000 Penalty: 4781.202637
	Iteration 78Q: 3 clusters Score -1779493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1779491.750000 Penalty: 4781.202637
	Iteration 79Q: 3 clusters Score -1779492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1779490.750000 Penalty: 4781.202637
	Iteration 80F: 3 clusters Score -1779491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Entering Unmasked Estep 
Score: -1017956.125000 Penalty: 2252.996582
	Iteration 0F: 2 clusters Score -1017956 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 4427 members 
Entering Unmasked Estep 
Score: -1010994.375000 Penalty: 4505.993164
	Iteration 0F: 3 clusters Score -1010994 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1013107.375000 Penalty: 4505.993164
	Iteration 1F: 3 clusters Score -1013107 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1013438.000000 Penalty: 4505.993164
	Iteration 2F: 3 clusters Score -1013438 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1013643.500000 Penalty: 4505.993164
	Iteration 3F: 3 clusters Score -1013644 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1013761.062500 Penalty: 4505.993164
	Iteration 4Q: 3 clusters Score -1013761 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1013855.375000 Penalty: 4505.993164
	Iteration 5Q: 3 clusters Score -1013855 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1013926.375000 Penalty: 4505.993164
	Iteration 6Q: 3 clusters Score -1013926 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1014005.375000 Penalty: 4505.993164
	Iteration 7Q: 3 clusters Score -1014005 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1014087.500000 Penalty: 4505.993164
	Iteration 8Q: 3 clusters Score -1014088 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1014156.937500 Penalty: 4505.993164
	Iteration 9Q: 3 clusters Score -1014157 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1014230.625000 Penalty: 4505.993164
	Iteration 10Q: 3 clusters Score -1014231 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1014312.937500 Penalty: 4505.993164
	Iteration 11Q: 3 clusters Score -1014313 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1014377.750000 Penalty: 4505.993164
	Iteration 12Q: 3 clusters Score -1014378 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1014429.875000 Penalty: 4505.993164
	Iteration 13Q: 3 clusters Score -1014430 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1014481.437500 Penalty: 4505.993164
	Iteration 14Q: 3 clusters Score -1014481 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1014534.812500 Penalty: 4505.993164
	Iteration 15Q: 3 clusters Score -1014535 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1014579.687500 Penalty: 4505.993164
	Iteration 16Q: 3 clusters Score -1014580 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1014628.000000 Penalty: 4505.993164
	Iteration 17Q: 3 clusters Score -1014628 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1014672.625000 Penalty: 4505.993164
	Iteration 18Q: 3 clusters Score -1014673 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1014727.062500 Penalty: 4505.993164
	Iteration 19Q: 3 clusters Score -1014727 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1014777.687500 Penalty: 4505.993164
	Iteration 20F: 3 clusters Score -1014778 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1014843.812500 Penalty: 4505.993164
	Iteration 21Q: 3 clusters Score -1014844 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1014901.250000 Penalty: 4505.993164
	Iteration 22Q: 3 clusters Score -1014901 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1014969.687500 Penalty: 4505.993164
	Iteration 23Q: 3 clusters Score -1014970 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1015036.562500 Penalty: 4505.993164
	Iteration 24Q: 3 clusters Score -1015037 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1015100.312500 Penalty: 4505.993164
	Iteration 25Q: 3 clusters Score -1015100 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1015160.812500 Penalty: 4505.993164
	Iteration 26Q: 3 clusters Score -1015161 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1015224.250000 Penalty: 4505.993164
	Iteration 27Q: 3 clusters Score -1015224 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1015294.000000 Penalty: 4505.993164
	Iteration 28Q: 3 clusters Score -1015294 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1015360.687500 Penalty: 4505.993164
	Iteration 29Q: 3 clusters Score -1015361 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1015442.125000 Penalty: 4505.993164
	Iteration 30Q: 3 clusters Score -1015442 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1015524.187500 Penalty: 4505.993164
	Iteration 31Q: 3 clusters Score -1015524 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1015597.437500 Penalty: 4505.993164
	Iteration 32Q: 3 clusters Score -1015597 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1015653.437500 Penalty: 4505.993164
	Iteration 33Q: 3 clusters Score -1015653 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1015693.437500 Penalty: 4505.993164
	Iteration 34Q: 3 clusters Score -1015693 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1015738.250000 Penalty: 4505.993164
	Iteration 35Q: 3 clusters Score -1015738 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1015772.187500 Penalty: 4505.993164
	Iteration 36Q: 3 clusters Score -1015772 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1015803.187500 Penalty: 4505.993164
	Iteration 37Q: 3 clusters Score -1015803 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1015835.500000 Penalty: 4505.993164
	Iteration 38Q: 3 clusters Score -1015836 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1015868.687500 Penalty: 4505.993164
	Iteration 39Q: 3 clusters Score -1015869 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1015893.125000 Penalty: 4505.993164
	Iteration 40F: 3 clusters Score -1015893 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1015910.687500 Penalty: 4505.993164
	Iteration 41Q: 3 clusters Score -1015911 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1015932.437500 Penalty: 4505.993164
	Iteration 42Q: 3 clusters Score -1015932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1015942.125000 Penalty: 4505.993164
	Iteration 43Q: 3 clusters Score -1015942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1015956.875000 Penalty: 4505.993164
	Iteration 44Q: 3 clusters Score -1015957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1015967.375000 Penalty: 4505.993164
	Iteration 45Q: 3 clusters Score -1015967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1015976.125000 Penalty: 4505.993164
	Iteration 46Q: 3 clusters Score -1015976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1015977.375000 Penalty: 4505.993164
	Iteration 47Q: 3 clusters Score -1015977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1015983.812500 Penalty: 4505.993164
	Iteration 48Q: 3 clusters Score -1015984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1015984.000000 Penalty: 4505.993164
	Iteration 49Q: 3 clusters Score -1015984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1015987.500000 Penalty: 4505.993164
	Iteration 50Q: 3 clusters Score -1015988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1015987.500000 Penalty: 4505.993164
	Iteration 51Q: 3 clusters Score -1015988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1015987.437500 Penalty: 4505.993164
	Iteration 52Q: 3 clusters Score -1015987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1015987.250000 Penalty: 4505.993164
	Iteration 53Q: 3 clusters Score -1015987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1015987.687500 Penalty: 4505.993164
	Iteration 54Q: 3 clusters Score -1015988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1015987.937500 Penalty: 4505.993164
	Iteration 55Q: 3 clusters Score -1015988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1015988.500000 Penalty: 4505.993164
	Iteration 56Q: 3 clusters Score -1015988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1015991.250000 Penalty: 4505.993164
	Iteration 57Q: 3 clusters Score -1015991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1015989.937500 Penalty: 4505.993164
	Iteration 58Q: 3 clusters Score -1015990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1015989.937500 Penalty: 4505.993164
	Iteration 59F: 3 clusters Score -1015990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Entering Unmasked Estep 
Score: -4599991.000000 Penalty: 2612.244141
	Iteration 0F: 2 clusters Score -4599991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -4574482.000000 Penalty: 5224.488281
	Iteration 0F: 3 clusters Score -4574482 nChanged 17100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -4584069.500000 Penalty: 5224.488281
	Iteration 1F: 3 clusters Score -4584070 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -4585001.000000 Penalty: 5224.488281
	Iteration 2F: 3 clusters Score -4585001 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -4585972.000000 Penalty: 5224.488281
	Iteration 3F: 3 clusters Score -4585972 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -4587223.000000 Penalty: 5224.488281
	Iteration 4F: 3 clusters Score -4587223 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -4588586.000000 Penalty: 5224.488281
	Iteration 5F: 3 clusters Score -4588586 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -4589737.500000 Penalty: 5224.488281
	Iteration 6F: 3 clusters Score -4589738 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -4590614.000000 Penalty: 5224.488281
	Iteration 7F: 3 clusters Score -4590614 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -4591191.500000 Penalty: 5224.488281
	Iteration 8Q: 3 clusters Score -4591192 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -4591637.500000 Penalty: 5224.488281
	Iteration 9Q: 3 clusters Score -4591638 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -4591884.000000 Penalty: 5224.488281
	Iteration 10Q: 3 clusters Score -4591884 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -4592083.500000 Penalty: 5224.488281
	Iteration 11Q: 3 clusters Score -4592084 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -4592211.000000 Penalty: 5224.488281
	Iteration 12Q: 3 clusters Score -4592211 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -4592297.500000 Penalty: 5224.488281
	Iteration 13Q: 3 clusters Score -4592298 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -4592377.000000 Penalty: 5224.488281
	Iteration 14Q: 3 clusters Score -4592377 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -4592462.500000 Penalty: 5224.488281
	Iteration 15Q: 3 clusters Score -4592462 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -4592561.500000 Penalty: 5224.488281
	Iteration 16Q: 3 clusters Score -4592562 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -4592647.500000 Penalty: 5224.488281
	Iteration 17Q: 3 clusters Score -4592648 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -4592731.000000 Penalty: 5224.488281
	Iteration 18Q: 3 clusters Score -4592731 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -4592836.000000 Penalty: 5224.488281
	Iteration 19Q: 3 clusters Score -4592836 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -4592983.500000 Penalty: 5224.488281
	Iteration 20F: 3 clusters Score -4592984 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -4593149.500000 Penalty: 5224.488281
	Iteration 21Q: 3 clusters Score -4593150 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -4593322.500000 Penalty: 5224.488281
	Iteration 22Q: 3 clusters Score -4593322 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -4593579.500000 Penalty: 5224.488281
	Iteration 23Q: 3 clusters Score -4593580 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -4593901.500000 Penalty: 5224.488281
	Iteration 24Q: 3 clusters Score -4593902 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -4594211.000000 Penalty: 5224.488281
	Iteration 25Q: 3 clusters Score -4594211 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -4594588.500000 Penalty: 5224.488281
	Iteration 26Q: 3 clusters Score -4594588 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -4594921.500000 Penalty: 5224.488281
	Iteration 27Q: 3 clusters Score -4594922 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -4595278.000000 Penalty: 5224.488281
	Iteration 28Q: 3 clusters Score -4595278 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -4595701.500000 Penalty: 5224.488281
	Iteration 29Q: 3 clusters Score -4595702 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -4596092.000000 Penalty: 5224.488281
	Iteration 30Q: 3 clusters Score -4596092 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -4596405.500000 Penalty: 5224.488281
	Iteration 31Q: 3 clusters Score -4596406 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -4596693.000000 Penalty: 5224.488281
	Iteration 32Q: 3 clusters Score -4596693 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -4596926.500000 Penalty: 5224.488281
	Iteration 33Q: 3 clusters Score -4596926 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -4597109.000000 Penalty: 5224.488281
	Iteration 34Q: 3 clusters Score -4597109 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -4597233.500000 Penalty: 5224.488281
	Iteration 35Q: 3 clusters Score -4597234 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4597337.500000 Penalty: 5224.488281
	Iteration 36Q: 3 clusters Score -4597338 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4597430.000000 Penalty: 5224.488281
	Iteration 37Q: 3 clusters Score -4597430 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4597488.000000 Penalty: 5224.488281
	Iteration 38Q: 3 clusters Score -4597488 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4597539.500000 Penalty: 5224.488281
	Iteration 39Q: 3 clusters Score -4597540 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4597576.000000 Penalty: 5224.488281
	Iteration 40F: 3 clusters Score -4597576 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4597608.500000 Penalty: 5224.488281
	Iteration 41Q: 3 clusters Score -4597608 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4597638.000000 Penalty: 5224.488281
	Iteration 42Q: 3 clusters Score -4597638 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4597665.000000 Penalty: 5224.488281
	Iteration 43Q: 3 clusters Score -4597665 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4597688.000000 Penalty: 5224.488281
	Iteration 44Q: 3 clusters Score -4597688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4597701.000000 Penalty: 5224.488281
	Iteration 45Q: 3 clusters Score -4597701 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4597723.500000 Penalty: 5224.488281
	Iteration 46Q: 3 clusters Score -4597724 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4597747.000000 Penalty: 5224.488281
	Iteration 47Q: 3 clusters Score -4597747 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4597764.000000 Penalty: 5224.488281
	Iteration 48Q: 3 clusters Score -4597764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4597784.500000 Penalty: 5224.488281
	Iteration 49Q: 3 clusters Score -4597784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4597796.500000 Penalty: 5224.488281
	Iteration 50Q: 3 clusters Score -4597796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4597815.500000 Penalty: 5224.488281
	Iteration 51Q: 3 clusters Score -4597816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4597825.500000 Penalty: 5224.488281
	Iteration 52Q: 3 clusters Score -4597826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4597827.500000 Penalty: 5224.488281
	Iteration 53Q: 3 clusters Score -4597828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4597828.000000 Penalty: 5224.488281
	Iteration 54Q: 3 clusters Score -4597828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4597837.000000 Penalty: 5224.488281
	Iteration 55Q: 3 clusters Score -4597837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4597846.000000 Penalty: 5224.488281
	Iteration 56Q: 3 clusters Score -4597846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4597850.000000 Penalty: 5224.488281
	Iteration 57Q: 3 clusters Score -4597850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4597849.500000 Penalty: 5224.488281
	Iteration 58Q: 3 clusters Score -4597850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4597858.000000 Penalty: 5224.488281
	Iteration 59Q: 3 clusters Score -4597858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4597864.500000 Penalty: 5224.488281
	Iteration 60F: 3 clusters Score -4597864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4597866.500000 Penalty: 5224.488281
	Iteration 61Q: 3 clusters Score -4597866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4597871.500000 Penalty: 5224.488281
	Iteration 62Q: 3 clusters Score -4597872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4597872.500000 Penalty: 5224.488281
	Iteration 63Q: 3 clusters Score -4597872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4597870.500000 Penalty: 5224.488281
	Iteration 64Q: 3 clusters Score -4597870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4597871.000000 Penalty: 5224.488281
	Iteration 65Q: 3 clusters Score -4597871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4597870.000000 Penalty: 5224.488281
	Iteration 66Q: 3 clusters Score -4597870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4597874.000000 Penalty: 5224.488281
	Iteration 67Q: 3 clusters Score -4597874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4597878.500000 Penalty: 5224.488281
	Iteration 68Q: 3 clusters Score -4597878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4597882.500000 Penalty: 5224.488281
	Iteration 69Q: 3 clusters Score -4597882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4597887.000000 Penalty: 5224.488281
	Iteration 70Q: 3 clusters Score -4597887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4597895.500000 Penalty: 5224.488281
	Iteration 71Q: 3 clusters Score -4597896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4597892.000000 Penalty: 5224.488281
	Iteration 72Q: 3 clusters Score -4597892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4597895.000000 Penalty: 5224.488281
	Iteration 73Q: 3 clusters Score -4597895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4597901.500000 Penalty: 5224.488281
	Iteration 74Q: 3 clusters Score -4597902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4597908.000000 Penalty: 5224.488281
	Iteration 75Q: 3 clusters Score -4597908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4597909.500000 Penalty: 5224.488281
	Iteration 76Q: 3 clusters Score -4597910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4597914.500000 Penalty: 5224.488281
	Iteration 77Q: 3 clusters Score -4597914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4597913.500000 Penalty: 5224.488281
	Iteration 78Q: 3 clusters Score -4597914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4597911.000000 Penalty: 5224.488281
	Iteration 79Q: 3 clusters Score -4597911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4597916.000000 Penalty: 5224.488281
	Iteration 80F: 3 clusters Score -4597916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4597922.000000 Penalty: 5224.488281
	Iteration 81Q: 3 clusters Score -4597922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4597915.000000 Penalty: 5224.488281
	Iteration 82Q: 3 clusters Score -4597915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4597920.500000 Penalty: 5224.488281
	Iteration 83Q: 3 clusters Score -4597920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4597918.500000 Penalty: 5224.488281
	Iteration 84Q: 3 clusters Score -4597918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4597922.500000 Penalty: 5224.488281
	Iteration 85Q: 3 clusters Score -4597922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4597926.500000 Penalty: 5224.488281
	Iteration 86Q: 3 clusters Score -4597926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4597930.500000 Penalty: 5224.488281
	Iteration 87Q: 3 clusters Score -4597930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4597927.000000 Penalty: 5224.488281
	Iteration 88Q: 3 clusters Score -4597927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4597928.500000 Penalty: 5224.488281
	Iteration 89Q: 3 clusters Score -4597928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4597926.500000 Penalty: 5224.488281
	Iteration 90Q: 3 clusters Score -4597926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4597925.500000 Penalty: 5224.488281
	Iteration 91Q: 3 clusters Score -4597926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4597931.500000 Penalty: 5224.488281
	Iteration 92Q: 3 clusters Score -4597932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4597925.500000 Penalty: 5224.488281
	Iteration 93Q: 3 clusters Score -4597926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4597930.500000 Penalty: 5224.488281
	Iteration 94Q: 3 clusters Score -4597930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4597930.500000 Penalty: 5224.488281
	Iteration 95F: 3 clusters Score -4597930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -75347.445312 Penalty: 1628.883301
	Iteration 0F: 2 clusters Score -75347.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -73692.109375 Penalty: 3257.766602
	Iteration 0F: 3 clusters Score -73692.11 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -74006.601562 Penalty: 3257.766602
	Iteration 1F: 3 clusters Score -74006.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -74096.085938 Penalty: 3257.766602
	Iteration 2F: 3 clusters Score -74096.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -74140.421875 Penalty: 3257.766602
	Iteration 3Q: 3 clusters Score -74140.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74155.820312 Penalty: 3257.766602
	Iteration 4Q: 3 clusters Score -74155.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -74163.843750 Penalty: 3257.766602
	Iteration 5Q: 3 clusters Score -74163.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74166.859375 Penalty: 3257.766602
	Iteration 6Q: 3 clusters Score -74166.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74166.859375 Penalty: 3257.766602
	Iteration 7F: 3 clusters Score -74166.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (194153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194153 members 
Entering Unmasked Estep 
Score: -23823938.000000 Penalty: 3019.747803
	Iteration 0F: 2 clusters Score -2.382394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97038 members 
Mstep: Class 2 contains 97115 members 
Entering Unmasked Estep 
Score: -23700304.000000 Penalty: 6039.495605
	Iteration 0F: 3 clusters Score -2.37003e+07 nChanged 93129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96203 members 
Mstep: Class 2 contains 97950 members 
Entering Unmasked Estep 
Score: -23754384.000000 Penalty: 6039.495605
	Iteration 1F: 3 clusters Score -2.375438e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95648 members 
Mstep: Class 2 contains 98505 members 
Entering Unmasked Estep 
Score: -23755604.000000 Penalty: 6039.495605
	Iteration 2Q: 3 clusters Score -2.37556e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94681 members 
Mstep: Class 2 contains 99472 members 
Entering Unmasked Estep 
Score: -23757058.000000 Penalty: 6039.495605
	Iteration 3Q: 3 clusters Score -2.375706e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93190 members 
Mstep: Class 2 contains 100963 members 
Entering Unmasked Estep 
Score: -23758766.000000 Penalty: 6039.495605
	Iteration 4Q: 3 clusters Score -2.375877e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90941 members 
Mstep: Class 2 contains 103212 members 
Entering Unmasked Estep 
Score: -23760756.000000 Penalty: 6039.495605
	Iteration 5Q: 3 clusters Score -2.376076e+07 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87713 members 
Mstep: Class 2 contains 106440 members 
Entering Unmasked Estep 
Score: -23763890.000000 Penalty: 6039.495605
	Iteration 6Q: 3 clusters Score -2.376389e+07 nChanged 9223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83058 members 
Mstep: Class 2 contains 111095 members 
Entering Unmasked Estep 
Score: -23767914.000000 Penalty: 6039.495605
	Iteration 7Q: 3 clusters Score -2.376791e+07 nChanged 10039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76879 members 
Mstep: Class 2 contains 117274 members 
Entering Unmasked Estep 
Score: -23772432.000000 Penalty: 6039.495605
	Iteration 8F: 3 clusters Score -2.377243e+07 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69373 members 
Mstep: Class 2 contains 124780 members 
Entering Unmasked Estep 
Score: -23777622.000000 Penalty: 6039.495605
	Iteration 9F: 3 clusters Score -2.377762e+07 nChanged 10665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 133507 members 
Entering Unmasked Estep 
Score: -23783212.000000 Penalty: 6039.495605
	Iteration 10F: 3 clusters Score -2.378321e+07 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 143066 members 
Entering Unmasked Estep 
Score: -23789106.000000 Penalty: 6039.495605
	Iteration 11F: 3 clusters Score -2.378911e+07 nChanged 10437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 153083 members 
Entering Unmasked Estep 
Score: -23796038.000000 Penalty: 6039.495605
	Iteration 12F: 3 clusters Score -2.379604e+07 nChanged 10521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 163486 members 
Entering Unmasked Estep 
Score: -23802824.000000 Penalty: 6039.495605
	Iteration 13F: 3 clusters Score -2.380282e+07 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 173246 members 
Entering Unmasked Estep 
Score: -23809078.000000 Penalty: 6039.495605
	Iteration 14F: 3 clusters Score -2.380908e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 180949 members 
Entering Unmasked Estep 
Score: -23813918.000000 Penalty: 6039.495605
	Iteration 15Q: 3 clusters Score -2.381392e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 186295 members 
Entering Unmasked Estep 
Score: -23817296.000000 Penalty: 6039.495605
	Iteration 16Q: 3 clusters Score -2.38173e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 189468 members 
Entering Unmasked Estep 
Score: -23819366.000000 Penalty: 6039.495605
	Iteration 17Q: 3 clusters Score -2.381937e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 191177 members 
Entering Unmasked Estep 
Score: -23820260.000000 Penalty: 6039.495605
	Iteration 18Q: 3 clusters Score -2.382026e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 192082 members 
Entering Unmasked Estep 
Score: -23820676.000000 Penalty: 6039.495605
	Iteration 19Q: 3 clusters Score -2.382068e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 192622 members 
Entering Unmasked Estep 
Score: -23820962.000000 Penalty: 6039.495605
	Iteration 20F: 3 clusters Score -2.382096e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 192901 members 
Entering Unmasked Estep 
Score: -23821098.000000 Penalty: 6039.495605
	Iteration 21Q: 3 clusters Score -2.38211e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 193077 members 
Entering Unmasked Estep 
Score: -23821202.000000 Penalty: 6039.495605
	Iteration 22Q: 3 clusters Score -2.38212e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 193176 members 
Entering Unmasked Estep 
Score: -23821312.000000 Penalty: 6039.495605
	Iteration 23Q: 3 clusters Score -2.382131e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 193239 members 
Entering Unmasked Estep 
Score: -23821392.000000 Penalty: 6039.495605
	Iteration 24Q: 3 clusters Score -2.382139e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 193291 members 
Entering Unmasked Estep 
Score: -23821472.000000 Penalty: 6039.495605
	Iteration 25Q: 3 clusters Score -2.382147e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 193326 members 
Entering Unmasked Estep 
Score: -23821518.000000 Penalty: 6039.495605
	Iteration 26Q: 3 clusters Score -2.382152e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 193348 members 
Entering Unmasked Estep 
Score: -23821546.000000 Penalty: 6039.495605
	Iteration 27Q: 3 clusters Score -2.382155e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 193357 members 
Entering Unmasked Estep 
Score: -23821558.000000 Penalty: 6039.495605
	Iteration 28Q: 3 clusters Score -2.382156e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 193373 members 
Entering Unmasked Estep 
Score: -23821580.000000 Penalty: 6039.495605
	Iteration 29Q: 3 clusters Score -2.382158e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 193385 members 
Entering Unmasked Estep 
Score: -23821596.000000 Penalty: 6039.495605
	Iteration 30Q: 3 clusters Score -2.38216e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 193385 members 
Entering Unmasked Estep 
Score: -23821608.000000 Penalty: 6039.495605
	Iteration 31Q: 3 clusters Score -2.382161e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 193392 members 
Entering Unmasked Estep 
Score: -23821610.000000 Penalty: 6039.495605
	Iteration 32Q: 3 clusters Score -2.382161e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 193406 members 
Entering Unmasked Estep 
Score: -23821630.000000 Penalty: 6039.495605
	Iteration 33Q: 3 clusters Score -2.382163e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 193413 members 
Entering Unmasked Estep 
Score: -23821642.000000 Penalty: 6039.495605
	Iteration 34Q: 3 clusters Score -2.382164e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 193422 members 
Entering Unmasked Estep 
Score: -23821660.000000 Penalty: 6039.495605
	Iteration 35Q: 3 clusters Score -2.382166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 193428 members 
Entering Unmasked Estep 
Score: -23821662.000000 Penalty: 6039.495605
	Iteration 36Q: 3 clusters Score -2.382166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 193435 members 
Entering Unmasked Estep 
Score: -23821676.000000 Penalty: 6039.495605
	Iteration 37Q: 3 clusters Score -2.382168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 193440 members 
Entering Unmasked Estep 
Score: -23821684.000000 Penalty: 6039.495605
	Iteration 38Q: 3 clusters Score -2.382168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 193439 members 
Entering Unmasked Estep 
Score: -23821688.000000 Penalty: 6039.495605
	Iteration 39Q: 3 clusters Score -2.382169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 193438 members 
Entering Unmasked Estep 
Score: -23821686.000000 Penalty: 6039.495605
	Iteration 40F: 3 clusters Score -2.382169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 193437 members 
Entering Unmasked Estep 
Score: -23821680.000000 Penalty: 6039.495605
	Iteration 41Q: 3 clusters Score -2.382168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 193438 members 
Entering Unmasked Estep 
Score: -23821672.000000 Penalty: 6039.495605
	Iteration 42Q: 3 clusters Score -2.382167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 193439 members 
Entering Unmasked Estep 
Score: -23821664.000000 Penalty: 6039.495605
	Iteration 43Q: 3 clusters Score -2.382166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 193440 members 
Entering Unmasked Estep 
Score: -23821666.000000 Penalty: 6039.495605
	Iteration 44Q: 3 clusters Score -2.382167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 193441 members 
Entering Unmasked Estep 
Score: -23821676.000000 Penalty: 6039.495605
	Iteration 45Q: 3 clusters Score -2.382168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 193441 members 
Entering Unmasked Estep 
Score: -23821676.000000 Penalty: 6039.495605
	Iteration 46F: 3 clusters Score -2.382168e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (128721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128721 members 
Entering Unmasked Estep 
Score: -15729400.000000 Penalty: 2917.819824
	Iteration 0F: 2 clusters Score -1.57294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64268 members 
Mstep: Class 2 contains 64453 members 
Entering Unmasked Estep 
Score: -15643261.000000 Penalty: 5835.639648
	Iteration 0F: 3 clusters Score -1.564326e+07 nChanged 61349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64269 members 
Mstep: Class 2 contains 64452 members 
Entering Unmasked Estep 
Score: -15679298.000000 Penalty: 5835.639648
	Iteration 1F: 3 clusters Score -1.56793e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64487 members 
Mstep: Class 2 contains 64234 members 
Entering Unmasked Estep 
Score: -15680589.000000 Penalty: 5835.639648
	Iteration 2Q: 3 clusters Score -1.568059e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65020 members 
Mstep: Class 2 contains 63701 members 
Entering Unmasked Estep 
Score: -15682231.000000 Penalty: 5835.639648
	Iteration 3Q: 3 clusters Score -1.568223e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65958 members 
Mstep: Class 2 contains 62763 members 
Entering Unmasked Estep 
Score: -15684821.000000 Penalty: 5835.639648
	Iteration 4Q: 3 clusters Score -1.568482e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67748 members 
Mstep: Class 2 contains 60973 members 
Entering Unmasked Estep 
Score: -15688051.000000 Penalty: 5835.639648
	Iteration 5F: 3 clusters Score -1.568805e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70329 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -15691622.000000 Penalty: 5835.639648
	Iteration 6F: 3 clusters Score -1.569162e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73419 members 
Mstep: Class 2 contains 55302 members 
Entering Unmasked Estep 
Score: -15695097.000000 Penalty: 5835.639648
	Iteration 7F: 3 clusters Score -1.56951e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76756 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -15698191.000000 Penalty: 5835.639648
	Iteration 8F: 3 clusters Score -1.569819e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80058 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -15700817.000000 Penalty: 5835.639648
	Iteration 9Q: 3 clusters Score -1.570082e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83316 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -15702571.000000 Penalty: 5835.639648
	Iteration 10Q: 3 clusters Score -1.570257e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86713 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -15703905.000000 Penalty: 5835.639648
	Iteration 11Q: 3 clusters Score -1.57039e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90431 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -15705370.000000 Penalty: 5835.639648
	Iteration 12Q: 3 clusters Score -1.570537e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94547 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -15707226.000000 Penalty: 5835.639648
	Iteration 13Q: 3 clusters Score -1.570723e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99025 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -15709476.000000 Penalty: 5835.639648
	Iteration 14Q: 3 clusters Score -1.570948e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103785 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -15712409.000000 Penalty: 5835.639648
	Iteration 15Q: 3 clusters Score -1.571241e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108439 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -15715842.000000 Penalty: 5835.639648
	Iteration 16Q: 3 clusters Score -1.571584e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112615 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -15719258.000000 Penalty: 5835.639648
	Iteration 17Q: 3 clusters Score -1.571926e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115925 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -15722102.000000 Penalty: 5835.639648
	Iteration 18Q: 3 clusters Score -1.57221e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118272 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -15724121.000000 Penalty: 5835.639648
	Iteration 19Q: 3 clusters Score -1.572412e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119847 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -15725396.000000 Penalty: 5835.639648
	Iteration 20F: 3 clusters Score -1.57254e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121015 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -15726161.000000 Penalty: 5835.639648
	Iteration 21Q: 3 clusters Score -1.572616e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121859 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -15726617.000000 Penalty: 5835.639648
	Iteration 22Q: 3 clusters Score -1.572662e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122493 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -15726866.000000 Penalty: 5835.639648
	Iteration 23Q: 3 clusters Score -1.572687e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123029 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -15727106.000000 Penalty: 5835.639648
	Iteration 24Q: 3 clusters Score -1.572711e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123457 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -15727292.000000 Penalty: 5835.639648
	Iteration 25Q: 3 clusters Score -1.572729e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123842 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -15727449.000000 Penalty: 5835.639648
	Iteration 26Q: 3 clusters Score -1.572745e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124177 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -15727711.000000 Penalty: 5835.639648
	Iteration 27Q: 3 clusters Score -1.572771e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124475 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -15727903.000000 Penalty: 5835.639648
	Iteration 28Q: 3 clusters Score -1.57279e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124708 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -15727996.000000 Penalty: 5835.639648
	Iteration 29Q: 3 clusters Score -1.5728e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124874 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -15728124.000000 Penalty: 5835.639648
	Iteration 30Q: 3 clusters Score -1.572812e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125013 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -15728224.000000 Penalty: 5835.639648
	Iteration 31Q: 3 clusters Score -1.572822e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125133 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -15728296.000000 Penalty: 5835.639648
	Iteration 32Q: 3 clusters Score -1.57283e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125209 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -15728341.000000 Penalty: 5835.639648
	Iteration 33Q: 3 clusters Score -1.572834e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125275 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -15728386.000000 Penalty: 5835.639648
	Iteration 34Q: 3 clusters Score -1.572839e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125350 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -15728475.000000 Penalty: 5835.639648
	Iteration 35Q: 3 clusters Score -1.572848e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125423 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -15728534.000000 Penalty: 5835.639648
	Iteration 36Q: 3 clusters Score -1.572853e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125473 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -15728592.000000 Penalty: 5835.639648
	Iteration 37Q: 3 clusters Score -1.572859e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125505 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -15728607.000000 Penalty: 5835.639648
	Iteration 38Q: 3 clusters Score -1.572861e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125552 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -15728703.000000 Penalty: 5835.639648
	Iteration 39Q: 3 clusters Score -1.57287e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125600 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -15728717.000000 Penalty: 5835.639648
	Iteration 40F: 3 clusters Score -1.572872e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125605 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -15728763.000000 Penalty: 5835.639648
	Iteration 41Q: 3 clusters Score -1.572876e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125621 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -15728771.000000 Penalty: 5835.639648
	Iteration 42Q: 3 clusters Score -1.572877e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125619 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -15728796.000000 Penalty: 5835.639648
	Iteration 43Q: 3 clusters Score -1.57288e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125639 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -15728792.000000 Penalty: 5835.639648
	Iteration 44Q: 3 clusters Score -1.572879e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125652 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -15728823.000000 Penalty: 5835.639648
	Iteration 45Q: 3 clusters Score -1.572882e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125654 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -15728842.000000 Penalty: 5835.639648
	Iteration 46Q: 3 clusters Score -1.572884e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125657 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -15728871.000000 Penalty: 5835.639648
	Iteration 47Q: 3 clusters Score -1.572887e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125663 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -15728865.000000 Penalty: 5835.639648
	Iteration 48Q: 3 clusters Score -1.572886e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125661 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -15728875.000000 Penalty: 5835.639648
	Iteration 49Q: 3 clusters Score -1.572888e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125672 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -15728884.000000 Penalty: 5835.639648
	Iteration 50Q: 3 clusters Score -1.572888e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125680 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -15728901.000000 Penalty: 5835.639648
	Iteration 51Q: 3 clusters Score -1.57289e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125688 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -15728892.000000 Penalty: 5835.639648
	Iteration 52Q: 3 clusters Score -1.572889e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125696 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -15728894.000000 Penalty: 5835.639648
	Iteration 53Q: 3 clusters Score -1.572889e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125700 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -15728901.000000 Penalty: 5835.639648
	Iteration 54Q: 3 clusters Score -1.57289e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125713 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -15728901.000000 Penalty: 5835.639648
	Iteration 55Q: 3 clusters Score -1.57289e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125725 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -15728910.000000 Penalty: 5835.639648
	Iteration 56Q: 3 clusters Score -1.572891e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125725 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -15728921.000000 Penalty: 5835.639648
	Iteration 57Q: 3 clusters Score -1.572892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125723 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -15728926.000000 Penalty: 5835.639648
	Iteration 58Q: 3 clusters Score -1.572893e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125728 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -15728926.000000 Penalty: 5835.639648
	Iteration 59Q: 3 clusters Score -1.572893e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125731 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -15728917.000000 Penalty: 5835.639648
	Iteration 60F: 3 clusters Score -1.572892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125738 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -15728907.000000 Penalty: 5835.639648
	Iteration 61Q: 3 clusters Score -1.572891e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125743 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -15728906.000000 Penalty: 5835.639648
	Iteration 62Q: 3 clusters Score -1.572891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125742 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -15728900.000000 Penalty: 5835.639648
	Iteration 63Q: 3 clusters Score -1.57289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125742 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -15728901.000000 Penalty: 5835.639648
	Iteration 64Q: 3 clusters Score -1.57289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125741 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -15728905.000000 Penalty: 5835.639648
	Iteration 65Q: 3 clusters Score -1.57289e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125741 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -15728905.000000 Penalty: 5835.639648
	Iteration 66F: 3 clusters Score -1.57289e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Entering Unmasked Estep 
Score: -2817074.500000 Penalty: 2493.620117
	Iteration 0F: 2 clusters Score -2817074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2800879.250000 Penalty: 4987.240234
	Iteration 0F: 3 clusters Score -2800879 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2806369.250000 Penalty: 4987.240234
	Iteration 1F: 3 clusters Score -2806369 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2806947.250000 Penalty: 4987.240234
	Iteration 2F: 3 clusters Score -2806947 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2807499.750000 Penalty: 4987.240234
	Iteration 3F: 3 clusters Score -2807500 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2808062.750000 Penalty: 4987.240234
	Iteration 4F: 3 clusters Score -2808063 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2808710.500000 Penalty: 4987.240234
	Iteration 5F: 3 clusters Score -2808710 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2809362.750000 Penalty: 4987.240234
	Iteration 6F: 3 clusters Score -2809363 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2810010.750000 Penalty: 4987.240234
	Iteration 7F: 3 clusters Score -2810011 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -2810591.500000 Penalty: 4987.240234
	Iteration 8Q: 3 clusters Score -2810592 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2811090.750000 Penalty: 4987.240234
	Iteration 9Q: 3 clusters Score -2811091 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2811507.250000 Penalty: 4987.240234
	Iteration 10Q: 3 clusters Score -2811507 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -2811847.000000 Penalty: 4987.240234
	Iteration 11Q: 3 clusters Score -2811847 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2812151.250000 Penalty: 4987.240234
	Iteration 12Q: 3 clusters Score -2812151 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2812419.750000 Penalty: 4987.240234
	Iteration 13Q: 3 clusters Score -2812420 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2812615.000000 Penalty: 4987.240234
	Iteration 14Q: 3 clusters Score -2812615 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -2812748.750000 Penalty: 4987.240234
	Iteration 15Q: 3 clusters Score -2812749 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2812861.250000 Penalty: 4987.240234
	Iteration 16Q: 3 clusters Score -2812861 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2812962.750000 Penalty: 4987.240234
	Iteration 17Q: 3 clusters Score -2812963 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2813051.500000 Penalty: 4987.240234
	Iteration 18Q: 3 clusters Score -2813052 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2813097.250000 Penalty: 4987.240234
	Iteration 19Q: 3 clusters Score -2813097 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2813139.000000 Penalty: 4987.240234
	Iteration 20F: 3 clusters Score -2813139 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2813191.250000 Penalty: 4987.240234
	Iteration 21Q: 3 clusters Score -2813191 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2813219.250000 Penalty: 4987.240234
	Iteration 22Q: 3 clusters Score -2813219 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2813232.500000 Penalty: 4987.240234
	Iteration 23Q: 3 clusters Score -2813232 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2813260.750000 Penalty: 4987.240234
	Iteration 24Q: 3 clusters Score -2813261 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2813302.500000 Penalty: 4987.240234
	Iteration 25Q: 3 clusters Score -2813302 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2813319.750000 Penalty: 4987.240234
	Iteration 26Q: 3 clusters Score -2813320 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2813354.000000 Penalty: 4987.240234
	Iteration 27Q: 3 clusters Score -2813354 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2813386.000000 Penalty: 4987.240234
	Iteration 28Q: 3 clusters Score -2813386 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2813405.250000 Penalty: 4987.240234
	Iteration 29Q: 3 clusters Score -2813405 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2813425.750000 Penalty: 4987.240234
	Iteration 30Q: 3 clusters Score -2813426 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2813455.000000 Penalty: 4987.240234
	Iteration 31Q: 3 clusters Score -2813455 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2813482.000000 Penalty: 4987.240234
	Iteration 32Q: 3 clusters Score -2813482 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2813517.750000 Penalty: 4987.240234
	Iteration 33Q: 3 clusters Score -2813518 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2813556.750000 Penalty: 4987.240234
	Iteration 34Q: 3 clusters Score -2813557 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2813603.250000 Penalty: 4987.240234
	Iteration 35Q: 3 clusters Score -2813603 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2813653.750000 Penalty: 4987.240234
	Iteration 36Q: 3 clusters Score -2813654 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2813712.250000 Penalty: 4987.240234
	Iteration 37Q: 3 clusters Score -2813712 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2813776.250000 Penalty: 4987.240234
	Iteration 38Q: 3 clusters Score -2813776 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2813850.250000 Penalty: 4987.240234
	Iteration 39Q: 3 clusters Score -2813850 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -2813915.000000 Penalty: 4987.240234
	Iteration 40F: 3 clusters Score -2813915 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2813964.000000 Penalty: 4987.240234
	Iteration 41Q: 3 clusters Score -2813964 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2814038.500000 Penalty: 4987.240234
	Iteration 42Q: 3 clusters Score -2814038 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2814101.000000 Penalty: 4987.240234
	Iteration 43Q: 3 clusters Score -2814101 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2814171.500000 Penalty: 4987.240234
	Iteration 44Q: 3 clusters Score -2814172 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2814230.750000 Penalty: 4987.240234
	Iteration 45Q: 3 clusters Score -2814231 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2814303.750000 Penalty: 4987.240234
	Iteration 46Q: 3 clusters Score -2814304 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -2814375.250000 Penalty: 4987.240234
	Iteration 47Q: 3 clusters Score -2814375 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2814448.000000 Penalty: 4987.240234
	Iteration 48Q: 3 clusters Score -2814448 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2814525.000000 Penalty: 4987.240234
	Iteration 49Q: 3 clusters Score -2814525 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2814591.000000 Penalty: 4987.240234
	Iteration 50Q: 3 clusters Score -2814591 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -2814665.250000 Penalty: 4987.240234
	Iteration 51Q: 3 clusters Score -2814665 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2814725.000000 Penalty: 4987.240234
	Iteration 52Q: 3 clusters Score -2814725 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -2814778.750000 Penalty: 4987.240234
	Iteration 53Q: 3 clusters Score -2814779 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -2814830.750000 Penalty: 4987.240234
	Iteration 54Q: 3 clusters Score -2814831 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2814886.000000 Penalty: 4987.240234
	Iteration 55Q: 3 clusters Score -2814886 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2814933.250000 Penalty: 4987.240234
	Iteration 56Q: 3 clusters Score -2814933 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -2814967.000000 Penalty: 4987.240234
	Iteration 57Q: 3 clusters Score -2814967 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -2814999.500000 Penalty: 4987.240234
	Iteration 58Q: 3 clusters Score -2815000 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -2815033.000000 Penalty: 4987.240234
	Iteration 59Q: 3 clusters Score -2815033 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -2815064.000000 Penalty: 4987.240234
	Iteration 60F: 3 clusters Score -2815064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -2815088.750000 Penalty: 4987.240234
	Iteration 61Q: 3 clusters Score -2815089 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -2815106.750000 Penalty: 4987.240234
	Iteration 62Q: 3 clusters Score -2815107 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -2815120.500000 Penalty: 4987.240234
	Iteration 63Q: 3 clusters Score -2815120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -2815138.250000 Penalty: 4987.240234
	Iteration 64Q: 3 clusters Score -2815138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -2815155.000000 Penalty: 4987.240234
	Iteration 65Q: 3 clusters Score -2815155 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -2815173.250000 Penalty: 4987.240234
	Iteration 66Q: 3 clusters Score -2815173 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -2815189.250000 Penalty: 4987.240234
	Iteration 67Q: 3 clusters Score -2815189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -2815203.500000 Penalty: 4987.240234
	Iteration 68Q: 3 clusters Score -2815204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -2815220.000000 Penalty: 4987.240234
	Iteration 69Q: 3 clusters Score -2815220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -2815244.750000 Penalty: 4987.240234
	Iteration 70Q: 3 clusters Score -2815245 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -2815264.000000 Penalty: 4987.240234
	Iteration 71Q: 3 clusters Score -2815264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -2815277.000000 Penalty: 4987.240234
	Iteration 72Q: 3 clusters Score -2815277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -2815294.750000 Penalty: 4987.240234
	Iteration 73Q: 3 clusters Score -2815295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -2815295.750000 Penalty: 4987.240234
	Iteration 74Q: 3 clusters Score -2815296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -2815302.500000 Penalty: 4987.240234
	Iteration 75Q: 3 clusters Score -2815302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -2815306.000000 Penalty: 4987.240234
	Iteration 76Q: 3 clusters Score -2815306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -2815307.500000 Penalty: 4987.240234
	Iteration 77Q: 3 clusters Score -2815308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -2815303.000000 Penalty: 4987.240234
	Iteration 78Q: 3 clusters Score -2815303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -2815303.750000 Penalty: 4987.240234
	Iteration 79Q: 3 clusters Score -2815304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -2815303.750000 Penalty: 4987.240234
	Iteration 80F: 3 clusters Score -2815304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Entering Unmasked Estep 
Score: -1034463.000000 Penalty: 2253.024658
	Iteration 0F: 2 clusters Score -1034463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1027517.875000 Penalty: 4506.049316
	Iteration 0F: 3 clusters Score -1027518 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1029522.687500 Penalty: 4506.049316
	Iteration 1F: 3 clusters Score -1029523 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1029804.375000 Penalty: 4506.049316
	Iteration 2F: 3 clusters Score -1029804 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1030014.812500 Penalty: 4506.049316
	Iteration 3Q: 3 clusters Score -1030015 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1030196.250000 Penalty: 4506.049316
	Iteration 4Q: 3 clusters Score -1030196 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1030368.187500 Penalty: 4506.049316
	Iteration 5Q: 3 clusters Score -1030368 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1030536.687500 Penalty: 4506.049316
	Iteration 6Q: 3 clusters Score -1030537 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1030724.250000 Penalty: 4506.049316
	Iteration 7Q: 3 clusters Score -1030724 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1030933.187500 Penalty: 4506.049316
	Iteration 8Q: 3 clusters Score -1030933 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1031179.625000 Penalty: 4506.049316
	Iteration 9Q: 3 clusters Score -1031180 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1031475.437500 Penalty: 4506.049316
	Iteration 10Q: 3 clusters Score -1031475 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1031761.187500 Penalty: 4506.049316
	Iteration 11Q: 3 clusters Score -1031761 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1032010.187500 Penalty: 4506.049316
	Iteration 12Q: 3 clusters Score -1032010 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1032207.187500 Penalty: 4506.049316
	Iteration 13Q: 3 clusters Score -1032207 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1032354.562500 Penalty: 4506.049316
	Iteration 14Q: 3 clusters Score -1032355 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1032467.500000 Penalty: 4506.049316
	Iteration 15Q: 3 clusters Score -1032468 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1032557.375000 Penalty: 4506.049316
	Iteration 16Q: 3 clusters Score -1032557 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1032618.062500 Penalty: 4506.049316
	Iteration 17Q: 3 clusters Score -1032618 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1032658.000000 Penalty: 4506.049316
	Iteration 18Q: 3 clusters Score -1032658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1032684.875000 Penalty: 4506.049316
	Iteration 19Q: 3 clusters Score -1032685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1032701.062500 Penalty: 4506.049316
	Iteration 20F: 3 clusters Score -1032701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1032710.312500 Penalty: 4506.049316
	Iteration 21Q: 3 clusters Score -1032710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1032718.187500 Penalty: 4506.049316
	Iteration 22Q: 3 clusters Score -1032718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1032720.625000 Penalty: 4506.049316
	Iteration 23Q: 3 clusters Score -1032721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1032722.750000 Penalty: 4506.049316
	Iteration 24Q: 3 clusters Score -1032723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1032721.750000 Penalty: 4506.049316
	Iteration 25Q: 3 clusters Score -1032722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1032724.062500 Penalty: 4506.049316
	Iteration 26Q: 3 clusters Score -1032724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1032724.875000 Penalty: 4506.049316
	Iteration 27Q: 3 clusters Score -1032725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1032727.562500 Penalty: 4506.049316
	Iteration 28Q: 3 clusters Score -1032728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1032728.875000 Penalty: 4506.049316
	Iteration 29Q: 3 clusters Score -1032729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1032730.125000 Penalty: 4506.049316
	Iteration 30Q: 3 clusters Score -1032730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1032735.000000 Penalty: 4506.049316
	Iteration 31Q: 3 clusters Score -1032735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1032735.250000 Penalty: 4506.049316
	Iteration 32Q: 3 clusters Score -1032735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1032735.250000 Penalty: 4506.049316
	Iteration 33F: 3 clusters Score -1032735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Entering Unmasked Estep 
Score: -1194248.125000 Penalty: 2281.145264
	Iteration 0F: 2 clusters Score -1194248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1186561.125000 Penalty: 4562.290527
	Iteration 0F: 3 clusters Score -1186561 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1188861.000000 Penalty: 4562.290527
	Iteration 1F: 3 clusters Score -1188861 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1189182.875000 Penalty: 4562.290527
	Iteration 2F: 3 clusters Score -1189183 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1189396.750000 Penalty: 4562.290527
	Iteration 3Q: 3 clusters Score -1189397 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1189575.500000 Penalty: 4562.290527
	Iteration 4Q: 3 clusters Score -1189576 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1189748.750000 Penalty: 4562.290527
	Iteration 5Q: 3 clusters Score -1189749 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1189920.750000 Penalty: 4562.290527
	Iteration 6Q: 3 clusters Score -1189921 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1190104.625000 Penalty: 4562.290527
	Iteration 7Q: 3 clusters Score -1190105 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1190295.750000 Penalty: 4562.290527
	Iteration 8Q: 3 clusters Score -1190296 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1190521.875000 Penalty: 4562.290527
	Iteration 9Q: 3 clusters Score -1190522 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1190740.625000 Penalty: 4562.290527
	Iteration 10Q: 3 clusters Score -1190741 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1190975.500000 Penalty: 4562.290527
	Iteration 11Q: 3 clusters Score -1190976 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1191213.375000 Penalty: 4562.290527
	Iteration 12Q: 3 clusters Score -1191213 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1191479.125000 Penalty: 4562.290527
	Iteration 13Q: 3 clusters Score -1191479 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1191702.125000 Penalty: 4562.290527
	Iteration 14Q: 3 clusters Score -1191702 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1191879.875000 Penalty: 4562.290527
	Iteration 15Q: 3 clusters Score -1191880 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1192010.500000 Penalty: 4562.290527
	Iteration 16Q: 3 clusters Score -1192010 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1192117.000000 Penalty: 4562.290527
	Iteration 17Q: 3 clusters Score -1192117 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1192215.375000 Penalty: 4562.290527
	Iteration 18Q: 3 clusters Score -1192215 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1192304.500000 Penalty: 4562.290527
	Iteration 19Q: 3 clusters Score -1192304 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1192375.000000 Penalty: 4562.290527
	Iteration 20F: 3 clusters Score -1192375 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1192448.750000 Penalty: 4562.290527
	Iteration 21Q: 3 clusters Score -1192449 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1192532.125000 Penalty: 4562.290527
	Iteration 22Q: 3 clusters Score -1192532 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1192599.875000 Penalty: 4562.290527
	Iteration 23Q: 3 clusters Score -1192600 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1192658.250000 Penalty: 4562.290527
	Iteration 24Q: 3 clusters Score -1192658 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1192698.750000 Penalty: 4562.290527
	Iteration 25Q: 3 clusters Score -1192699 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1192750.250000 Penalty: 4562.290527
	Iteration 26Q: 3 clusters Score -1192750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1192794.500000 Penalty: 4562.290527
	Iteration 27Q: 3 clusters Score -1192794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1192821.125000 Penalty: 4562.290527
	Iteration 28Q: 3 clusters Score -1192821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1192839.875000 Penalty: 4562.290527
	Iteration 29Q: 3 clusters Score -1192840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1192854.125000 Penalty: 4562.290527
	Iteration 30Q: 3 clusters Score -1192854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1192861.375000 Penalty: 4562.290527
	Iteration 31Q: 3 clusters Score -1192861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1192867.375000 Penalty: 4562.290527
	Iteration 32Q: 3 clusters Score -1192867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1192872.250000 Penalty: 4562.290527
	Iteration 33Q: 3 clusters Score -1192872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1192872.250000 Penalty: 4562.290527
	Iteration 34Q: 3 clusters Score -1192872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1192875.250000 Penalty: 4562.290527
	Iteration 35Q: 3 clusters Score -1192875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1192875.250000 Penalty: 4562.290527
	Iteration 36Q: 3 clusters Score -1192875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1192873.750000 Penalty: 4562.290527
	Iteration 37Q: 3 clusters Score -1192874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1192876.500000 Penalty: 4562.290527
	Iteration 38Q: 3 clusters Score -1192876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1192877.750000 Penalty: 4562.290527
	Iteration 39Q: 3 clusters Score -1192878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1192877.500000 Penalty: 4562.290527
	Iteration 40F: 3 clusters Score -1192878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1192882.250000 Penalty: 4562.290527
	Iteration 41Q: 3 clusters Score -1192882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1192883.125000 Penalty: 4562.290527
	Iteration 42Q: 3 clusters Score -1192883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1192885.250000 Penalty: 4562.290527
	Iteration 43Q: 3 clusters Score -1192885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1192887.875000 Penalty: 4562.290527
	Iteration 44Q: 3 clusters Score -1192888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1192887.625000 Penalty: 4562.290527
	Iteration 45Q: 3 clusters Score -1192888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1192888.625000 Penalty: 4562.290527
	Iteration 46Q: 3 clusters Score -1192889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1192891.125000 Penalty: 4562.290527
	Iteration 47Q: 3 clusters Score -1192891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1192891.000000 Penalty: 4562.290527
	Iteration 48Q: 3 clusters Score -1192891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1192891.375000 Penalty: 4562.290527
	Iteration 49Q: 3 clusters Score -1192891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1192893.250000 Penalty: 4562.290527
	Iteration 50Q: 3 clusters Score -1192893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1192895.750000 Penalty: 4562.290527
	Iteration 51Q: 3 clusters Score -1192896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1192901.375000 Penalty: 4562.290527
	Iteration 52Q: 3 clusters Score -1192901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1192901.375000 Penalty: 4562.290527
	Iteration 53F: 3 clusters Score -1192901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Entering Unmasked Estep 
Score: -1432897.875000 Penalty: 2322.677002
	Iteration 0F: 2 clusters Score -1432898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1424237.875000 Penalty: 4645.354004
	Iteration 0F: 3 clusters Score -1424238 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1426884.125000 Penalty: 4645.354004
	Iteration 1F: 3 clusters Score -1426884 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1427267.375000 Penalty: 4645.354004
	Iteration 2F: 3 clusters Score -1427267 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1427565.750000 Penalty: 4645.354004
	Iteration 3F: 3 clusters Score -1427566 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1427785.500000 Penalty: 4645.354004
	Iteration 4Q: 3 clusters Score -1427786 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1428045.750000 Penalty: 4645.354004
	Iteration 5Q: 3 clusters Score -1428046 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1428341.875000 Penalty: 4645.354004
	Iteration 6Q: 3 clusters Score -1428342 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1428679.000000 Penalty: 4645.354004
	Iteration 7Q: 3 clusters Score -1428679 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1429040.500000 Penalty: 4645.354004
	Iteration 8Q: 3 clusters Score -1429040 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1429422.125000 Penalty: 4645.354004
	Iteration 9F: 3 clusters Score -1429422 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1429792.750000 Penalty: 4645.354004
	Iteration 10Q: 3 clusters Score -1429793 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1430168.500000 Penalty: 4645.354004
	Iteration 11Q: 3 clusters Score -1430168 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1430557.750000 Penalty: 4645.354004
	Iteration 12Q: 3 clusters Score -1430558 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1430899.000000 Penalty: 4645.354004
	Iteration 13Q: 3 clusters Score -1430899 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1431152.000000 Penalty: 4645.354004
	Iteration 14Q: 3 clusters Score -1431152 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1431340.750000 Penalty: 4645.354004
	Iteration 15Q: 3 clusters Score -1431341 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1431447.875000 Penalty: 4645.354004
	Iteration 16Q: 3 clusters Score -1431448 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1431516.875000 Penalty: 4645.354004
	Iteration 17Q: 3 clusters Score -1431517 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1431584.625000 Penalty: 4645.354004
	Iteration 18Q: 3 clusters Score -1431585 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1431633.500000 Penalty: 4645.354004
	Iteration 19Q: 3 clusters Score -1431634 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1431673.125000 Penalty: 4645.354004
	Iteration 20F: 3 clusters Score -1431673 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1431698.750000 Penalty: 4645.354004
	Iteration 21Q: 3 clusters Score -1431699 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1431720.750000 Penalty: 4645.354004
	Iteration 22Q: 3 clusters Score -1431721 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1431735.000000 Penalty: 4645.354004
	Iteration 23Q: 3 clusters Score -1431735 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1431749.125000 Penalty: 4645.354004
	Iteration 24Q: 3 clusters Score -1431749 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1431772.000000 Penalty: 4645.354004
	Iteration 25Q: 3 clusters Score -1431772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1431782.875000 Penalty: 4645.354004
	Iteration 26Q: 3 clusters Score -1431783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1431793.125000 Penalty: 4645.354004
	Iteration 27Q: 3 clusters Score -1431793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1431800.125000 Penalty: 4645.354004
	Iteration 28Q: 3 clusters Score -1431800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1431810.125000 Penalty: 4645.354004
	Iteration 29Q: 3 clusters Score -1431810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1431815.375000 Penalty: 4645.354004
	Iteration 30Q: 3 clusters Score -1431815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1431816.250000 Penalty: 4645.354004
	Iteration 31Q: 3 clusters Score -1431816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1431814.875000 Penalty: 4645.354004
	Iteration 32Q: 3 clusters Score -1431815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1431818.250000 Penalty: 4645.354004
	Iteration 33Q: 3 clusters Score -1431818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1431818.750000 Penalty: 4645.354004
	Iteration 34Q: 3 clusters Score -1431819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1431821.625000 Penalty: 4645.354004
	Iteration 35Q: 3 clusters Score -1431822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1431823.125000 Penalty: 4645.354004
	Iteration 36Q: 3 clusters Score -1431823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1431825.500000 Penalty: 4645.354004
	Iteration 37Q: 3 clusters Score -1431826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1431823.625000 Penalty: 4645.354004
	Iteration 38Q: 3 clusters Score -1431824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1431823.250000 Penalty: 4645.354004
	Iteration 39Q: 3 clusters Score -1431823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1431823.875000 Penalty: 4645.354004
	Iteration 40F: 3 clusters Score -1431824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Entering Unmasked Estep 
Score: -3848243.750000 Penalty: 2566.156006
	Iteration 0F: 2 clusters Score -3848244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -3826837.500000 Penalty: 5132.312012
	Iteration 0F: 3 clusters Score -3826838 nChanged 14124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -3834629.500000 Penalty: 5132.312012
	Iteration 1F: 3 clusters Score -3834630 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -3835265.750000 Penalty: 5132.312012
	Iteration 2F: 3 clusters Score -3835266 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -3835987.250000 Penalty: 5132.312012
	Iteration 3F: 3 clusters Score -3835987 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -3836869.500000 Penalty: 5132.312012
	Iteration 4F: 3 clusters Score -3836870 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -3837960.000000 Penalty: 5132.312012
	Iteration 5F: 3 clusters Score -3837960 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -3839201.500000 Penalty: 5132.312012
	Iteration 6F: 3 clusters Score -3839202 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -3840516.250000 Penalty: 5132.312012
	Iteration 7F: 3 clusters Score -3840516 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -3841837.000000 Penalty: 5132.312012
	Iteration 8F: 3 clusters Score -3841837 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -3842975.000000 Penalty: 5132.312012
	Iteration 9Q: 3 clusters Score -3842975 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -3843872.250000 Penalty: 5132.312012
	Iteration 10Q: 3 clusters Score -3843872 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -3844516.750000 Penalty: 5132.312012
	Iteration 11Q: 3 clusters Score -3844517 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -3845012.250000 Penalty: 5132.312012
	Iteration 12Q: 3 clusters Score -3845012 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -3845334.250000 Penalty: 5132.312012
	Iteration 13Q: 3 clusters Score -3845334 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -3845513.750000 Penalty: 5132.312012
	Iteration 14Q: 3 clusters Score -3845514 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -3845647.000000 Penalty: 5132.312012
	Iteration 15Q: 3 clusters Score -3845647 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -3845738.000000 Penalty: 5132.312012
	Iteration 16Q: 3 clusters Score -3845738 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -3845794.750000 Penalty: 5132.312012
	Iteration 17Q: 3 clusters Score -3845795 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -3845846.500000 Penalty: 5132.312012
	Iteration 18Q: 3 clusters Score -3845846 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -3845879.500000 Penalty: 5132.312012
	Iteration 19Q: 3 clusters Score -3845880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -3845909.250000 Penalty: 5132.312012
	Iteration 20F: 3 clusters Score -3845909 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -3845935.500000 Penalty: 5132.312012
	Iteration 21Q: 3 clusters Score -3845936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -3845960.250000 Penalty: 5132.312012
	Iteration 22Q: 3 clusters Score -3845960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -3845980.000000 Penalty: 5132.312012
	Iteration 23Q: 3 clusters Score -3845980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -3845989.750000 Penalty: 5132.312012
	Iteration 24Q: 3 clusters Score -3845990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -3846013.500000 Penalty: 5132.312012
	Iteration 25Q: 3 clusters Score -3846014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -3846033.250000 Penalty: 5132.312012
	Iteration 26Q: 3 clusters Score -3846033 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -3846042.750000 Penalty: 5132.312012
	Iteration 27Q: 3 clusters Score -3846043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -3846050.750000 Penalty: 5132.312012
	Iteration 28Q: 3 clusters Score -3846051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -3846059.500000 Penalty: 5132.312012
	Iteration 29Q: 3 clusters Score -3846060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -3846062.250000 Penalty: 5132.312012
	Iteration 30Q: 3 clusters Score -3846062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -3846068.250000 Penalty: 5132.312012
	Iteration 31Q: 3 clusters Score -3846068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -3846072.250000 Penalty: 5132.312012
	Iteration 32Q: 3 clusters Score -3846072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -3846079.750000 Penalty: 5132.312012
	Iteration 33Q: 3 clusters Score -3846080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -3846079.500000 Penalty: 5132.312012
	Iteration 34Q: 3 clusters Score -3846080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -3846083.000000 Penalty: 5132.312012
	Iteration 35Q: 3 clusters Score -3846083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -3846083.000000 Penalty: 5132.312012
	Iteration 36Q: 3 clusters Score -3846083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -3846087.500000 Penalty: 5132.312012
	Iteration 37Q: 3 clusters Score -3846088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -3846087.500000 Penalty: 5132.312012
	Iteration 38Q: 3 clusters Score -3846088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -3846086.750000 Penalty: 5132.312012
	Iteration 39Q: 3 clusters Score -3846087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -3846095.500000 Penalty: 5132.312012
	Iteration 40F: 3 clusters Score -3846096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -3846097.250000 Penalty: 5132.312012
	Iteration 41Q: 3 clusters Score -3846097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -3846101.750000 Penalty: 5132.312012
	Iteration 42Q: 3 clusters Score -3846102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -3846109.000000 Penalty: 5132.312012
	Iteration 43Q: 3 clusters Score -3846109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -3846108.000000 Penalty: 5132.312012
	Iteration 44Q: 3 clusters Score -3846108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -3846107.750000 Penalty: 5132.312012
	Iteration 45Q: 3 clusters Score -3846108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -3846107.750000 Penalty: 5132.312012
	Iteration 46F: 3 clusters Score -3846108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Entering Unmasked Estep 
Score: -1326630.000000 Penalty: 2309.799805
	Iteration 0F: 2 clusters Score -1326630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1318307.125000 Penalty: 4619.599609
	Iteration 0F: 3 clusters Score -1318307 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1320916.750000 Penalty: 4619.599609
	Iteration 1F: 3 clusters Score -1320917 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1321341.625000 Penalty: 4619.599609
	Iteration 2F: 3 clusters Score -1321342 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1321704.500000 Penalty: 4619.599609
	Iteration 3F: 3 clusters Score -1321704 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1321981.375000 Penalty: 4619.599609
	Iteration 4F: 3 clusters Score -1321981 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1322225.875000 Penalty: 4619.599609
	Iteration 5Q: 3 clusters Score -1322226 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1322441.250000 Penalty: 4619.599609
	Iteration 6Q: 3 clusters Score -1322441 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1322656.375000 Penalty: 4619.599609
	Iteration 7Q: 3 clusters Score -1322656 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1322897.125000 Penalty: 4619.599609
	Iteration 8Q: 3 clusters Score -1322897 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1323146.250000 Penalty: 4619.599609
	Iteration 9Q: 3 clusters Score -1323146 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1323418.000000 Penalty: 4619.599609
	Iteration 10Q: 3 clusters Score -1323418 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1323709.500000 Penalty: 4619.599609
	Iteration 11Q: 3 clusters Score -1323710 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1323961.875000 Penalty: 4619.599609
	Iteration 12Q: 3 clusters Score -1323962 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1324175.625000 Penalty: 4619.599609
	Iteration 13Q: 3 clusters Score -1324176 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1324342.750000 Penalty: 4619.599609
	Iteration 14Q: 3 clusters Score -1324343 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1324473.250000 Penalty: 4619.599609
	Iteration 15Q: 3 clusters Score -1324473 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1324610.750000 Penalty: 4619.599609
	Iteration 16Q: 3 clusters Score -1324611 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1324721.750000 Penalty: 4619.599609
	Iteration 17Q: 3 clusters Score -1324722 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1324825.375000 Penalty: 4619.599609
	Iteration 18Q: 3 clusters Score -1324825 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1324915.250000 Penalty: 4619.599609
	Iteration 19Q: 3 clusters Score -1324915 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1324985.500000 Penalty: 4619.599609
	Iteration 20F: 3 clusters Score -1324986 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1325030.875000 Penalty: 4619.599609
	Iteration 21Q: 3 clusters Score -1325031 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1325074.875000 Penalty: 4619.599609
	Iteration 22Q: 3 clusters Score -1325075 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1325109.750000 Penalty: 4619.599609
	Iteration 23Q: 3 clusters Score -1325110 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1325132.250000 Penalty: 4619.599609
	Iteration 24Q: 3 clusters Score -1325132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1325153.000000 Penalty: 4619.599609
	Iteration 25Q: 3 clusters Score -1325153 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1325173.750000 Penalty: 4619.599609
	Iteration 26Q: 3 clusters Score -1325174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1325191.500000 Penalty: 4619.599609
	Iteration 27Q: 3 clusters Score -1325192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1325219.375000 Penalty: 4619.599609
	Iteration 28Q: 3 clusters Score -1325219 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1325247.250000 Penalty: 4619.599609
	Iteration 29Q: 3 clusters Score -1325247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1325282.625000 Penalty: 4619.599609
	Iteration 30Q: 3 clusters Score -1325283 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1325319.250000 Penalty: 4619.599609
	Iteration 31Q: 3 clusters Score -1325319 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1325342.375000 Penalty: 4619.599609
	Iteration 32Q: 3 clusters Score -1325342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1325363.000000 Penalty: 4619.599609
	Iteration 33Q: 3 clusters Score -1325363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1325374.375000 Penalty: 4619.599609
	Iteration 34Q: 3 clusters Score -1325374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1325386.250000 Penalty: 4619.599609
	Iteration 35Q: 3 clusters Score -1325386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1325392.250000 Penalty: 4619.599609
	Iteration 36Q: 3 clusters Score -1325392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1325394.125000 Penalty: 4619.599609
	Iteration 37Q: 3 clusters Score -1325394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1325396.125000 Penalty: 4619.599609
	Iteration 38Q: 3 clusters Score -1325396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1325397.500000 Penalty: 4619.599609
	Iteration 39Q: 3 clusters Score -1325398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1325399.375000 Penalty: 4619.599609
	Iteration 40F: 3 clusters Score -1325399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Entering Unmasked Estep 
Score: -3266131.000000 Penalty: 2527.459717
	Iteration 0F: 2 clusters Score -3266131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -3247580.750000 Penalty: 5054.919434
	Iteration 0F: 3 clusters Score -3247581 nChanged 12004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3253975.000000 Penalty: 5054.919434
	Iteration 1F: 3 clusters Score -3253975 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -3254412.250000 Penalty: 5054.919434
	Iteration 2Q: 3 clusters Score -3254412 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -3254837.000000 Penalty: 5054.919434
	Iteration 3Q: 3 clusters Score -3254837 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -3255228.000000 Penalty: 5054.919434
	Iteration 4Q: 3 clusters Score -3255228 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -3255665.250000 Penalty: 5054.919434
	Iteration 5Q: 3 clusters Score -3255665 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -3256092.250000 Penalty: 5054.919434
	Iteration 6Q: 3 clusters Score -3256092 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -3256476.000000 Penalty: 5054.919434
	Iteration 7Q: 3 clusters Score -3256476 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -3256864.000000 Penalty: 5054.919434
	Iteration 8Q: 3 clusters Score -3256864 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -3257223.750000 Penalty: 5054.919434
	Iteration 9Q: 3 clusters Score -3257224 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -3257594.000000 Penalty: 5054.919434
	Iteration 10Q: 3 clusters Score -3257594 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3257980.000000 Penalty: 5054.919434
	Iteration 11Q: 3 clusters Score -3257980 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3258336.500000 Penalty: 5054.919434
	Iteration 12Q: 3 clusters Score -3258336 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -3258746.500000 Penalty: 5054.919434
	Iteration 13Q: 3 clusters Score -3258746 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -3259229.750000 Penalty: 5054.919434
	Iteration 14Q: 3 clusters Score -3259230 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -3259783.750000 Penalty: 5054.919434
	Iteration 15Q: 3 clusters Score -3259784 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -3260333.750000 Penalty: 5054.919434
	Iteration 16Q: 3 clusters Score -3260334 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -3260807.500000 Penalty: 5054.919434
	Iteration 17Q: 3 clusters Score -3260808 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -3261177.750000 Penalty: 5054.919434
	Iteration 18Q: 3 clusters Score -3261178 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -3261468.750000 Penalty: 5054.919434
	Iteration 19Q: 3 clusters Score -3261469 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -3261662.750000 Penalty: 5054.919434
	Iteration 20F: 3 clusters Score -3261663 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -3261793.000000 Penalty: 5054.919434
	Iteration 21Q: 3 clusters Score -3261793 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -3261920.250000 Penalty: 5054.919434
	Iteration 22Q: 3 clusters Score -3261920 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -3262035.500000 Penalty: 5054.919434
	Iteration 23Q: 3 clusters Score -3262036 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -3262131.750000 Penalty: 5054.919434
	Iteration 24Q: 3 clusters Score -3262132 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -3262200.000000 Penalty: 5054.919434
	Iteration 25Q: 3 clusters Score -3262200 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -3262289.000000 Penalty: 5054.919434
	Iteration 26Q: 3 clusters Score -3262289 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3262348.250000 Penalty: 5054.919434
	Iteration 27Q: 3 clusters Score -3262348 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -3262408.250000 Penalty: 5054.919434
	Iteration 28Q: 3 clusters Score -3262408 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -3262479.000000 Penalty: 5054.919434
	Iteration 29Q: 3 clusters Score -3262479 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -3262553.250000 Penalty: 5054.919434
	Iteration 30Q: 3 clusters Score -3262553 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -3262625.250000 Penalty: 5054.919434
	Iteration 31Q: 3 clusters Score -3262625 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -3262693.750000 Penalty: 5054.919434
	Iteration 32Q: 3 clusters Score -3262694 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -3262757.000000 Penalty: 5054.919434
	Iteration 33Q: 3 clusters Score -3262757 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -3262828.500000 Penalty: 5054.919434
	Iteration 34Q: 3 clusters Score -3262828 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -3262887.500000 Penalty: 5054.919434
	Iteration 35Q: 3 clusters Score -3262888 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -3262952.000000 Penalty: 5054.919434
	Iteration 36Q: 3 clusters Score -3262952 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -3263011.750000 Penalty: 5054.919434
	Iteration 37Q: 3 clusters Score -3263012 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -3263071.500000 Penalty: 5054.919434
	Iteration 38Q: 3 clusters Score -3263072 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -3263132.750000 Penalty: 5054.919434
	Iteration 39Q: 3 clusters Score -3263133 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -3263205.250000 Penalty: 5054.919434
	Iteration 40F: 3 clusters Score -3263205 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -3263276.750000 Penalty: 5054.919434
	Iteration 41Q: 3 clusters Score -3263277 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -3263367.250000 Penalty: 5054.919434
	Iteration 42Q: 3 clusters Score -3263367 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -3263475.250000 Penalty: 5054.919434
	Iteration 43Q: 3 clusters Score -3263475 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -3263564.250000 Penalty: 5054.919434
	Iteration 44Q: 3 clusters Score -3263564 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -3263662.500000 Penalty: 5054.919434
	Iteration 45Q: 3 clusters Score -3263662 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -3263754.250000 Penalty: 5054.919434
	Iteration 46Q: 3 clusters Score -3263754 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -3263862.250000 Penalty: 5054.919434
	Iteration 47Q: 3 clusters Score -3263862 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -3263955.000000 Penalty: 5054.919434
	Iteration 48Q: 3 clusters Score -3263955 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -3264019.250000 Penalty: 5054.919434
	Iteration 49Q: 3 clusters Score -3264019 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -3264079.250000 Penalty: 5054.919434
	Iteration 50Q: 3 clusters Score -3264079 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -3264116.000000 Penalty: 5054.919434
	Iteration 51Q: 3 clusters Score -3264116 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -3264143.500000 Penalty: 5054.919434
	Iteration 52Q: 3 clusters Score -3264144 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -3264166.250000 Penalty: 5054.919434
	Iteration 53Q: 3 clusters Score -3264166 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -3264190.000000 Penalty: 5054.919434
	Iteration 54Q: 3 clusters Score -3264190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -3264212.500000 Penalty: 5054.919434
	Iteration 55Q: 3 clusters Score -3264212 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -3264230.250000 Penalty: 5054.919434
	Iteration 56Q: 3 clusters Score -3264230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -3264246.750000 Penalty: 5054.919434
	Iteration 57Q: 3 clusters Score -3264247 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -3264251.500000 Penalty: 5054.919434
	Iteration 58Q: 3 clusters Score -3264252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -3264264.500000 Penalty: 5054.919434
	Iteration 59Q: 3 clusters Score -3264264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -3264270.500000 Penalty: 5054.919434
	Iteration 60F: 3 clusters Score -3264270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -3264271.500000 Penalty: 5054.919434
	Iteration 61Q: 3 clusters Score -3264272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -3264275.750000 Penalty: 5054.919434
	Iteration 62Q: 3 clusters Score -3264276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -3264282.250000 Penalty: 5054.919434
	Iteration 63Q: 3 clusters Score -3264282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -3264292.250000 Penalty: 5054.919434
	Iteration 64Q: 3 clusters Score -3264292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -3264295.000000 Penalty: 5054.919434
	Iteration 65Q: 3 clusters Score -3264295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -3264298.750000 Penalty: 5054.919434
	Iteration 66Q: 3 clusters Score -3264299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -3264297.500000 Penalty: 5054.919434
	Iteration 67Q: 3 clusters Score -3264298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -3264295.250000 Penalty: 5054.919434
	Iteration 68Q: 3 clusters Score -3264295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -3264301.750000 Penalty: 5054.919434
	Iteration 69Q: 3 clusters Score -3264302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -3264300.500000 Penalty: 5054.919434
	Iteration 70Q: 3 clusters Score -3264300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -3264300.500000 Penalty: 5054.919434
	Iteration 71F: 3 clusters Score -3264300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (231104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231104 members 
Entering Unmasked Estep 
Score: -28204282.000000 Penalty: 3062.954590
	Iteration 0F: 2 clusters Score -2.820428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115470 members 
Mstep: Class 2 contains 115634 members 
Entering Unmasked Estep 
Score: -28051696.000000 Penalty: 6125.909180
	Iteration 0F: 3 clusters Score -2.80517e+07 nChanged 111752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112054 members 
Mstep: Class 2 contains 119050 members 
Entering Unmasked Estep 
Score: -28118042.000000 Penalty: 6125.909180
	Iteration 1F: 3 clusters Score -2.811804e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108909 members 
Mstep: Class 2 contains 122195 members 
Entering Unmasked Estep 
Score: -28119416.000000 Penalty: 6125.909180
	Iteration 2Q: 3 clusters Score -2.811942e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103970 members 
Mstep: Class 2 contains 127134 members 
Entering Unmasked Estep 
Score: -28122350.000000 Penalty: 6125.909180
	Iteration 3Q: 3 clusters Score -2.812235e+07 nChanged 11143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96233 members 
Mstep: Class 2 contains 134871 members 
Entering Unmasked Estep 
Score: -28127202.000000 Penalty: 6125.909180
	Iteration 4Q: 3 clusters Score -2.81272e+07 nChanged 14130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85375 members 
Mstep: Class 2 contains 145729 members 
Entering Unmasked Estep 
Score: -28135028.000000 Penalty: 6125.909180
	Iteration 5F: 3 clusters Score -2.813503e+07 nChanged 16463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71730 members 
Mstep: Class 2 contains 159374 members 
Entering Unmasked Estep 
Score: -28145122.000000 Penalty: 6125.909180
	Iteration 6F: 3 clusters Score -2.814512e+07 nChanged 17150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56604 members 
Mstep: Class 2 contains 174500 members 
Entering Unmasked Estep 
Score: -28156924.000000 Penalty: 6125.909180
	Iteration 7F: 3 clusters Score -2.815692e+07 nChanged 16243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 189649 members 
Entering Unmasked Estep 
Score: -28168304.000000 Penalty: 6125.909180
	Iteration 8F: 3 clusters Score -2.81683e+07 nChanged 13993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 203340 members 
Entering Unmasked Estep 
Score: -28178602.000000 Penalty: 6125.909180
	Iteration 9F: 3 clusters Score -2.81786e+07 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 214534 members 
Entering Unmasked Estep 
Score: -28187776.000000 Penalty: 6125.909180
	Iteration 10Q: 3 clusters Score -2.818778e+07 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 222528 members 
Entering Unmasked Estep 
Score: -28194526.000000 Penalty: 6125.909180
	Iteration 11Q: 3 clusters Score -2.819453e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 227190 members 
Entering Unmasked Estep 
Score: -28198638.000000 Penalty: 6125.909180
	Iteration 12Q: 3 clusters Score -2.819864e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 229364 members 
Entering Unmasked Estep 
Score: -28200278.000000 Penalty: 6125.909180
	Iteration 13Q: 3 clusters Score -2.820028e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 230210 members 
Entering Unmasked Estep 
Score: -28200996.000000 Penalty: 6125.909180
	Iteration 14Q: 3 clusters Score -2.8201e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 230502 members 
Entering Unmasked Estep 
Score: -28201300.000000 Penalty: 6125.909180
	Iteration 15Q: 3 clusters Score -2.82013e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 230619 members 
Entering Unmasked Estep 
Score: -28201412.000000 Penalty: 6125.909180
	Iteration 16Q: 3 clusters Score -2.820141e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 230672 members 
Entering Unmasked Estep 
Score: -28201498.000000 Penalty: 6125.909180
	Iteration 17Q: 3 clusters Score -2.82015e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 230708 members 
Entering Unmasked Estep 
Score: -28201532.000000 Penalty: 6125.909180
	Iteration 18Q: 3 clusters Score -2.820153e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 230728 members 
Entering Unmasked Estep 
Score: -28201604.000000 Penalty: 6125.909180
	Iteration 19Q: 3 clusters Score -2.82016e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 230733 members 
Entering Unmasked Estep 
Score: -28201634.000000 Penalty: 6125.909180
	Iteration 20F: 3 clusters Score -2.820163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 230734 members 
Entering Unmasked Estep 
Score: -28201658.000000 Penalty: 6125.909180
	Iteration 21Q: 3 clusters Score -2.820166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 230737 members 
Entering Unmasked Estep 
Score: -28201672.000000 Penalty: 6125.909180
	Iteration 22Q: 3 clusters Score -2.820167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 230736 members 
Entering Unmasked Estep 
Score: -28201680.000000 Penalty: 6125.909180
	Iteration 23Q: 3 clusters Score -2.820168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 230736 members 
Entering Unmasked Estep 
Score: -28201680.000000 Penalty: 6125.909180
	Iteration 24F: 3 clusters Score -2.820168e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -43241.019531 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -43241.02 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 176 members 
Entering Unmasked Estep 
Score: -41857.882812 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -41857.88 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41994.343750 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -41994.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42022.253906 Penalty: 2933.097656
	Iteration 2Q: 3 clusters Score -42022.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42023.828125 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -42023.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -42025.292969 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -42025.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42027.742188 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -42027.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42027.742188 Penalty: 2933.097656
	Iteration 6F: 3 clusters Score -42027.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (55003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55003 members 
Entering Unmasked Estep 
Score: -6583718.000000 Penalty: 2706.955566
	Iteration 0F: 2 clusters Score -6583718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -6546437.500000 Penalty: 5413.911133
	Iteration 0F: 3 clusters Score -6546438 nChanged 25549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -6560798.000000 Penalty: 5413.911133
	Iteration 1F: 3 clusters Score -6560798 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -6561367.000000 Penalty: 5413.911133
	Iteration 2Q: 3 clusters Score -6561367 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -6562068.500000 Penalty: 5413.911133
	Iteration 3Q: 3 clusters Score -6562068 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -6562953.500000 Penalty: 5413.911133
	Iteration 4Q: 3 clusters Score -6562954 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -6564025.000000 Penalty: 5413.911133
	Iteration 5Q: 3 clusters Score -6564025 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -6565500.000000 Penalty: 5413.911133
	Iteration 6F: 3 clusters Score -6565500 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -6567726.000000 Penalty: 5413.911133
	Iteration 7F: 3 clusters Score -6567726 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -6570739.500000 Penalty: 5413.911133
	Iteration 8F: 3 clusters Score -6570740 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -6574241.000000 Penalty: 5413.911133
	Iteration 9F: 3 clusters Score -6574241 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -6577377.000000 Penalty: 5413.911133
	Iteration 10F: 3 clusters Score -6577377 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51414 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -6579584.500000 Penalty: 5413.911133
	Iteration 11Q: 3 clusters Score -6579584 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -6580947.500000 Penalty: 5413.911133
	Iteration 12Q: 3 clusters Score -6580948 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53388 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6581726.500000 Penalty: 5413.911133
	Iteration 13Q: 3 clusters Score -6581726 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6582200.500000 Penalty: 5413.911133
	Iteration 14Q: 3 clusters Score -6582200 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6582458.000000 Penalty: 5413.911133
	Iteration 15Q: 3 clusters Score -6582458 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -6582649.500000 Penalty: 5413.911133
	Iteration 16Q: 3 clusters Score -6582650 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53970 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6582776.000000 Penalty: 5413.911133
	Iteration 17Q: 3 clusters Score -6582776 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54019 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6582856.000000 Penalty: 5413.911133
	Iteration 18Q: 3 clusters Score -6582856 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6582898.000000 Penalty: 5413.911133
	Iteration 19Q: 3 clusters Score -6582898 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54068 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6582920.500000 Penalty: 5413.911133
	Iteration 20F: 3 clusters Score -6582920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54087 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6582935.000000 Penalty: 5413.911133
	Iteration 21Q: 3 clusters Score -6582935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54094 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6582951.500000 Penalty: 5413.911133
	Iteration 22Q: 3 clusters Score -6582952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54102 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6582953.000000 Penalty: 5413.911133
	Iteration 23Q: 3 clusters Score -6582953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6582960.500000 Penalty: 5413.911133
	Iteration 24Q: 3 clusters Score -6582960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6582960.500000 Penalty: 5413.911133
	Iteration 25Q: 3 clusters Score -6582960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54106 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6582967.000000 Penalty: 5413.911133
	Iteration 26Q: 3 clusters Score -6582967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -6582970.000000 Penalty: 5413.911133
	Iteration 27Q: 3 clusters Score -6582970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6582966.500000 Penalty: 5413.911133
	Iteration 28Q: 3 clusters Score -6582966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6582967.500000 Penalty: 5413.911133
	Iteration 29Q: 3 clusters Score -6582968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6582973.500000 Penalty: 5413.911133
	Iteration 30Q: 3 clusters Score -6582974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6582979.000000 Penalty: 5413.911133
	Iteration 31Q: 3 clusters Score -6582979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6582987.000000 Penalty: 5413.911133
	Iteration 32Q: 3 clusters Score -6582987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6582982.000000 Penalty: 5413.911133
	Iteration 33Q: 3 clusters Score -6582982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6582984.000000 Penalty: 5413.911133
	Iteration 34Q: 3 clusters Score -6582984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6582986.000000 Penalty: 5413.911133
	Iteration 35Q: 3 clusters Score -6582986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6582988.500000 Penalty: 5413.911133
	Iteration 36Q: 3 clusters Score -6582988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6582988.000000 Penalty: 5413.911133
	Iteration 37Q: 3 clusters Score -6582988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6582986.000000 Penalty: 5413.911133
	Iteration 38Q: 3 clusters Score -6582986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6582993.000000 Penalty: 5413.911133
	Iteration 39Q: 3 clusters Score -6582993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54139 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6582991.500000 Penalty: 5413.911133
	Iteration 40F: 3 clusters Score -6582992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -6582990.500000 Penalty: 5413.911133
	Iteration 41Q: 3 clusters Score -6582990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -6582990.500000 Penalty: 5413.911133
	Iteration 42F: 3 clusters Score -6582990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Entering Unmasked Estep 
Score: -2078349.625000 Penalty: 2408.281494
	Iteration 0F: 2 clusters Score -2078350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2066416.250000 Penalty: 4816.562988
	Iteration 0F: 3 clusters Score -2066416 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2070275.625000 Penalty: 4816.562988
	Iteration 1F: 3 clusters Score -2070276 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2070646.250000 Penalty: 4816.562988
	Iteration 2F: 3 clusters Score -2070646 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2070943.625000 Penalty: 4816.562988
	Iteration 3Q: 3 clusters Score -2070944 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2071206.750000 Penalty: 4816.562988
	Iteration 4Q: 3 clusters Score -2071207 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2071466.125000 Penalty: 4816.562988
	Iteration 5Q: 3 clusters Score -2071466 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2071751.875000 Penalty: 4816.562988
	Iteration 6Q: 3 clusters Score -2071752 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2072055.750000 Penalty: 4816.562988
	Iteration 7Q: 3 clusters Score -2072056 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2072401.375000 Penalty: 4816.562988
	Iteration 8Q: 3 clusters Score -2072401 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2072805.875000 Penalty: 4816.562988
	Iteration 9Q: 3 clusters Score -2072806 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2073351.750000 Penalty: 4816.562988
	Iteration 10Q: 3 clusters Score -2073352 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2073952.375000 Penalty: 4816.562988
	Iteration 11F: 3 clusters Score -2073952 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2074426.250000 Penalty: 4816.562988
	Iteration 12Q: 3 clusters Score -2074426 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2074777.375000 Penalty: 4816.562988
	Iteration 13Q: 3 clusters Score -2074777 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2074976.875000 Penalty: 4816.562988
	Iteration 14Q: 3 clusters Score -2074977 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2075078.000000 Penalty: 4816.562988
	Iteration 15Q: 3 clusters Score -2075078 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2075137.125000 Penalty: 4816.562988
	Iteration 16Q: 3 clusters Score -2075137 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2075199.500000 Penalty: 4816.562988
	Iteration 17Q: 3 clusters Score -2075200 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2075266.375000 Penalty: 4816.562988
	Iteration 18Q: 3 clusters Score -2075266 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2075319.625000 Penalty: 4816.562988
	Iteration 19Q: 3 clusters Score -2075320 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2075367.000000 Penalty: 4816.562988
	Iteration 20F: 3 clusters Score -2075367 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2075407.250000 Penalty: 4816.562988
	Iteration 21Q: 3 clusters Score -2075407 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2075453.375000 Penalty: 4816.562988
	Iteration 22Q: 3 clusters Score -2075453 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2075484.625000 Penalty: 4816.562988
	Iteration 23Q: 3 clusters Score -2075485 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2075516.000000 Penalty: 4816.562988
	Iteration 24Q: 3 clusters Score -2075516 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2075548.875000 Penalty: 4816.562988
	Iteration 25Q: 3 clusters Score -2075549 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2075567.250000 Penalty: 4816.562988
	Iteration 26Q: 3 clusters Score -2075567 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2075584.750000 Penalty: 4816.562988
	Iteration 27Q: 3 clusters Score -2075585 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2075604.375000 Penalty: 4816.562988
	Iteration 28Q: 3 clusters Score -2075604 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2075617.125000 Penalty: 4816.562988
	Iteration 29Q: 3 clusters Score -2075617 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2075624.375000 Penalty: 4816.562988
	Iteration 30Q: 3 clusters Score -2075624 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2075640.750000 Penalty: 4816.562988
	Iteration 31Q: 3 clusters Score -2075641 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2075648.875000 Penalty: 4816.562988
	Iteration 32Q: 3 clusters Score -2075649 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2075653.250000 Penalty: 4816.562988
	Iteration 33Q: 3 clusters Score -2075653 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2075668.250000 Penalty: 4816.562988
	Iteration 34Q: 3 clusters Score -2075668 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2075679.750000 Penalty: 4816.562988
	Iteration 35Q: 3 clusters Score -2075680 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2075689.250000 Penalty: 4816.562988
	Iteration 36Q: 3 clusters Score -2075689 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2075700 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2075717.750000 Penalty: 4816.562988
	Iteration 38Q: 3 clusters Score -2075718 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2075723.500000 Penalty: 4816.562988
	Iteration 39Q: 3 clusters Score -2075724 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2075731.250000 Penalty: 4816.562988
	Iteration 40F: 3 clusters Score -2075731 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2075734.375000 Penalty: 4816.562988
	Iteration 41Q: 3 clusters Score -2075734 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2075741.375000 Penalty: 4816.562988
	Iteration 42Q: 3 clusters Score -2075741 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2075752.625000 Penalty: 4816.562988
	Iteration 43Q: 3 clusters Score -2075753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2075760.375000 Penalty: 4816.562988
	Iteration 44Q: 3 clusters Score -2075760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2075763.250000 Penalty: 4816.562988
	Iteration 45Q: 3 clusters Score -2075763 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2075767 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2075777.875000 Penalty: 4816.562988
	Iteration 47Q: 3 clusters Score -2075778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2075781.125000 Penalty: 4816.562988
	Iteration 48Q: 3 clusters Score -2075781 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2075785.125000 Penalty: 4816.562988
	Iteration 49Q: 3 clusters Score -2075785 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2075792.125000 Penalty: 4816.562988
	Iteration 50Q: 3 clusters Score -2075792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2075806.000000 Penalty: 4816.562988
	Iteration 51Q: 3 clusters Score -2075806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2075819.500000 Penalty: 4816.562988
	Iteration 52Q: 3 clusters Score -2075820 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2075826.000000 Penalty: 4816.562988
	Iteration 53Q: 3 clusters Score -2075826 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2075838.250000 Penalty: 4816.562988
	Iteration 54Q: 3 clusters Score -2075838 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2075854.000000 Penalty: 4816.562988
	Iteration 55Q: 3 clusters Score -2075854 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2075868.625000 Penalty: 4816.562988
	Iteration 56Q: 3 clusters Score -2075869 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2075879.625000 Penalty: 4816.562988
	Iteration 57Q: 3 clusters Score -2075880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2075890.750000 Penalty: 4816.562988
	Iteration 58Q: 3 clusters Score -2075891 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2075899.875000 Penalty: 4816.562988
	Iteration 59Q: 3 clusters Score -2075900 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2075909.625000 Penalty: 4816.562988
	Iteration 60F: 3 clusters Score -2075910 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2075921.250000 Penalty: 4816.562988
	Iteration 61Q: 3 clusters Score -2075921 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2075927.000000 Penalty: 4816.562988
	Iteration 62Q: 3 clusters Score -2075927 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2075931.625000 Penalty: 4816.562988
	Iteration 63Q: 3 clusters Score -2075932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2075944.125000 Penalty: 4816.562988
	Iteration 64Q: 3 clusters Score -2075944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2075953.750000 Penalty: 4816.562988
	Iteration 65Q: 3 clusters Score -2075954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2075952.000000 Penalty: 4816.562988
	Iteration 66Q: 3 clusters Score -2075952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2075959.125000 Penalty: 4816.562988
	Iteration 67Q: 3 clusters Score -2075959 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2075967.250000 Penalty: 4816.562988
	Iteration 68Q: 3 clusters Score -2075967 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2075970.250000 Penalty: 4816.562988
	Iteration 69Q: 3 clusters Score -2075970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2075975.125000 Penalty: 4816.562988
	Iteration 70Q: 3 clusters Score -2075975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2075983.125000 Penalty: 4816.562988
	Iteration 71Q: 3 clusters Score -2075983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2075988 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2075998.500000 Penalty: 4816.562988
	Iteration 73Q: 3 clusters Score -2075998 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2076013.750000 Penalty: 4816.562988
	Iteration 74Q: 3 clusters Score -2076014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2076018.750000 Penalty: 4816.562988
	Iteration 75Q: 3 clusters Score -2076019 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2076032.375000 Penalty: 4816.562988
	Iteration 76Q: 3 clusters Score -2076032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2076047.750000 Penalty: 4816.562988
	Iteration 77Q: 3 clusters Score -2076048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2076055.875000 Penalty: 4816.562988
	Iteration 78Q: 3 clusters Score -2076056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2076066.125000 Penalty: 4816.562988
	Iteration 79Q: 3 clusters Score -2076066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2076074.375000 Penalty: 4816.562988
	Iteration 80F: 3 clusters Score -2076074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2076079.500000 Penalty: 4816.562988
	Iteration 81Q: 3 clusters Score -2076080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2076083.625000 Penalty: 4816.562988
	Iteration 82Q: 3 clusters Score -2076084 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2076093.875000 Penalty: 4816.562988
	Iteration 83Q: 3 clusters Score -2076094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2076095.500000 Penalty: 4816.562988
	Iteration 84Q: 3 clusters Score -2076096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2076104.125000 Penalty: 4816.562988
	Iteration 85Q: 3 clusters Score -2076104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2076109.250000 Penalty: 4816.562988
	Iteration 86Q: 3 clusters Score -2076109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2076110.250000 Penalty: 4816.562988
	Iteration 87Q: 3 clusters Score -2076110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2076113.875000 Penalty: 4816.562988
	Iteration 88Q: 3 clusters Score -2076114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2076116.375000 Penalty: 4816.562988
	Iteration 89Q: 3 clusters Score -2076116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2076121.125000 Penalty: 4816.562988
	Iteration 90Q: 3 clusters Score -2076121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2076124.875000 Penalty: 4816.562988
	Iteration 91Q: 3 clusters Score -2076125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2076124.500000 Penalty: 4816.562988
	Iteration 92Q: 3 clusters Score -2076124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2076126.125000 Penalty: 4816.562988
	Iteration 93Q: 3 clusters Score -2076126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2076131.125000 Penalty: 4816.562988
	Iteration 94Q: 3 clusters Score -2076131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2076132.500000 Penalty: 4816.562988
	Iteration 95Q: 3 clusters Score -2076132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2076130.875000 Penalty: 4816.562988
	Iteration 96Q: 3 clusters Score -2076131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2076134.250000 Penalty: 4816.562988
	Iteration 97Q: 3 clusters Score -2076134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2076139.750000 Penalty: 4816.562988
	Iteration 98Q: 3 clusters Score -2076140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2076142.500000 Penalty: 4816.562988
	Iteration 99Q: 3 clusters Score -2076142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2076148.875000 Penalty: 4816.562988
	Iteration 100F: 3 clusters Score -2076149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2076151.375000 Penalty: 4816.562988
	Iteration 101Q: 3 clusters Score -2076151 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2076160.250000 Penalty: 4816.562988
	Iteration 102Q: 3 clusters Score -2076160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2076176.000000 Penalty: 4816.562988
	Iteration 103Q: 3 clusters Score -2076176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2076183.375000 Penalty: 4816.562988
	Iteration 104Q: 3 clusters Score -2076183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2076185.625000 Penalty: 4816.562988
	Iteration 105Q: 3 clusters Score -2076186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2076190.875000 Penalty: 4816.562988
	Iteration 106Q: 3 clusters Score -2076191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2076197.125000 Penalty: 4816.562988
	Iteration 107Q: 3 clusters Score -2076197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2076197.875000 Penalty: 4816.562988
	Iteration 108Q: 3 clusters Score -2076198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2076201.625000 Penalty: 4816.562988
	Iteration 109Q: 3 clusters Score -2076202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2076205.000000 Penalty: 4816.562988
	Iteration 110Q: 3 clusters Score -2076205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2076207.250000 Penalty: 4816.562988
	Iteration 111Q: 3 clusters Score -2076207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2076209.000000 Penalty: 4816.562988
	Iteration 112Q: 3 clusters Score -2076209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2076207.625000 Penalty: 4816.562988
	Iteration 113Q: 3 clusters Score -2076208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2076207.875000 Penalty: 4816.562988
	Iteration 114Q: 3 clusters Score -2076208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2076212.500000 Penalty: 4816.562988
	Iteration 115Q: 3 clusters Score -2076212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2076213.750000 Penalty: 4816.562988
	Iteration 116Q: 3 clusters Score -2076214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2076219.250000 Penalty: 4816.562988
	Iteration 117Q: 3 clusters Score -2076219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2076218.375000 Penalty: 4816.562988
	Iteration 118Q: 3 clusters Score -2076218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2076220.375000 Penalty: 4816.562988
	Iteration 119Q: 3 clusters Score -2076220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2076219.875000 Penalty: 4816.562988
	Iteration 120F: 3 clusters Score -2076220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2076219.125000 Penalty: 4816.562988
	Iteration 121Q: 3 clusters Score -2076219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2076219.875000 Penalty: 4816.562988
	Iteration 122Q: 3 clusters Score -2076220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2076221.375000 Penalty: 4816.562988
	Iteration 123Q: 3 clusters Score -2076221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2076218.250000 Penalty: 4816.562988
	Iteration 124Q: 3 clusters Score -2076218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2076219.125000 Penalty: 4816.562988
	Iteration 125Q: 3 clusters Score -2076219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2076219.125000 Penalty: 4816.562988
	Iteration 126F: 3 clusters Score -2076219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -725275.750000 Penalty: 2166.130859
	Iteration 0F: 2 clusters Score -725275.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -720006.812500 Penalty: 4332.261719
	Iteration 0F: 3 clusters Score -720006.8 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -721259.750000 Penalty: 4332.261719
	Iteration 1F: 3 clusters Score -721259.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -721493.625000 Penalty: 4332.261719
	Iteration 2F: 3 clusters Score -721493.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -721638.250000 Penalty: 4332.261719
	Iteration 3Q: 3 clusters Score -721638.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -721748.687500 Penalty: 4332.261719
	Iteration 4Q: 3 clusters Score -721748.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -721858.000000 Penalty: 4332.261719
	Iteration 5Q: 3 clusters Score -721858 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -721971.687500 Penalty: 4332.261719
	Iteration 6Q: 3 clusters Score -721971.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -722101.750000 Penalty: 4332.261719
	Iteration 7Q: 3 clusters Score -722101.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -722268.375000 Penalty: 4332.261719
	Iteration 8Q: 3 clusters Score -722268.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -722481.062500 Penalty: 4332.261719
	Iteration 9Q: 3 clusters Score -722481.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -722712.875000 Penalty: 4332.261719
	Iteration 10Q: 3 clusters Score -722712.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -722999.250000 Penalty: 4332.261719
	Iteration 11Q: 3 clusters Score -722999.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -723269.250000 Penalty: 4332.261719
	Iteration 12Q: 3 clusters Score -723269.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -723499.625000 Penalty: 4332.261719
	Iteration 13Q: 3 clusters Score -723499.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -723659.562500 Penalty: 4332.261719
	Iteration 14Q: 3 clusters Score -723659.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -723781.062500 Penalty: 4332.261719
	Iteration 15Q: 3 clusters Score -723781.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -723855.500000 Penalty: 4332.261719
	Iteration 16Q: 3 clusters Score -723855.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -723907.375000 Penalty: 4332.261719
	Iteration 17Q: 3 clusters Score -723907.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -723953.062500 Penalty: 4332.261719
	Iteration 18Q: 3 clusters Score -723953.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -723982.375000 Penalty: 4332.261719
	Iteration 19Q: 3 clusters Score -723982.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -724012.312500 Penalty: 4332.261719
	Iteration 20F: 3 clusters Score -724012.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -724027.812500 Penalty: 4332.261719
	Iteration 21Q: 3 clusters Score -724027.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -724042.562500 Penalty: 4332.261719
	Iteration 22Q: 3 clusters Score -724042.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -724056.687500 Penalty: 4332.261719
	Iteration 23Q: 3 clusters Score -724056.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -724070.187500 Penalty: 4332.261719
	Iteration 24Q: 3 clusters Score -724070.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -724087.000000 Penalty: 4332.261719
	Iteration 25Q: 3 clusters Score -724087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -724102.437500 Penalty: 4332.261719
	Iteration 26Q: 3 clusters Score -724102.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -724110.125000 Penalty: 4332.261719
	Iteration 27Q: 3 clusters Score -724110.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -724116.250000 Penalty: 4332.261719
	Iteration 28Q: 3 clusters Score -724116.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -724121.937500 Penalty: 4332.261719
	Iteration 29Q: 3 clusters Score -724121.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -724127.312500 Penalty: 4332.261719
	Iteration 30Q: 3 clusters Score -724127.3 nChanged 7
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: -724131.750000 Penalty: 4332.261719
	Iteration 31Q: 3 clusters Score -724131.8 nChanged 4
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: -724134.062500 Penalty: 4332.261719
	Iteration 32Q: 3 clusters Score -724134.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -724136.437500 Penalty: 4332.261719
	Iteration 33Q: 3 clusters Score -724136.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -724137.625000 Penalty: 4332.261719
	Iteration 34Q: 3 clusters Score -724137.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -724137.125000 Penalty: 4332.261719
	Iteration 35Q: 3 clusters Score -724137.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -724137.125000 Penalty: 4332.261719
	Iteration 36F: 3 clusters Score -724137.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (31635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Entering Unmasked Estep 
Score: -3854668.000000 Penalty: 2569.780762
	Iteration 0F: 2 clusters Score -3854668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3832951.750000 Penalty: 5139.561523
	Iteration 0F: 3 clusters Score -3832952 nChanged 14405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -3840995.250000 Penalty: 5139.561523
	Iteration 1F: 3 clusters Score -3840995 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -3841815.000000 Penalty: 5139.561523
	Iteration 2F: 3 clusters Score -3841815 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -3843036.000000 Penalty: 5139.561523
	Iteration 3F: 3 clusters Score -3843036 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -3844686.500000 Penalty: 5139.561523
	Iteration 4F: 3 clusters Score -3844686 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -3846391.000000 Penalty: 5139.561523
	Iteration 5F: 3 clusters Score -3846391 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -3847817.750000 Penalty: 5139.561523
	Iteration 6F: 3 clusters Score -3847818 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -3848714.750000 Penalty: 5139.561523
	Iteration 7F: 3 clusters Score -3848715 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -3849226.000000 Penalty: 5139.561523
	Iteration 8Q: 3 clusters Score -3849226 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -3849614.500000 Penalty: 5139.561523
	Iteration 9Q: 3 clusters Score -3849614 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -3849884.250000 Penalty: 5139.561523
	Iteration 10Q: 3 clusters Score -3849884 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -3850142.000000 Penalty: 5139.561523
	Iteration 11Q: 3 clusters Score -3850142 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -3850401.500000 Penalty: 5139.561523
	Iteration 12Q: 3 clusters Score -3850402 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -3850705.750000 Penalty: 5139.561523
	Iteration 13Q: 3 clusters Score -3850706 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -3850964.750000 Penalty: 5139.561523
	Iteration 14Q: 3 clusters Score -3850965 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -3851237.500000 Penalty: 5139.561523
	Iteration 15Q: 3 clusters Score -3851238 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3851476.000000 Penalty: 5139.561523
	Iteration 16Q: 3 clusters Score -3851476 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -3851735.750000 Penalty: 5139.561523
	Iteration 17Q: 3 clusters Score -3851736 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -3851946.500000 Penalty: 5139.561523
	Iteration 18Q: 3 clusters Score -3851946 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3852108.250000 Penalty: 5139.561523
	Iteration 19Q: 3 clusters Score -3852108 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3852239.000000 Penalty: 5139.561523
	Iteration 20F: 3 clusters Score -3852239 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3852386.750000 Penalty: 5139.561523
	Iteration 21Q: 3 clusters Score -3852387 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3852473.250000 Penalty: 5139.561523
	Iteration 22Q: 3 clusters Score -3852473 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3852536.000000 Penalty: 5139.561523
	Iteration 23Q: 3 clusters Score -3852536 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3852572.250000 Penalty: 5139.561523
	Iteration 24Q: 3 clusters Score -3852572 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3852617.500000 Penalty: 5139.561523
	Iteration 25Q: 3 clusters Score -3852618 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3852639.500000 Penalty: 5139.561523
	Iteration 26Q: 3 clusters Score -3852640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3852642.500000 Penalty: 5139.561523
	Iteration 27Q: 3 clusters Score -3852642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3852657.250000 Penalty: 5139.561523
	Iteration 28Q: 3 clusters Score -3852657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3852662.000000 Penalty: 5139.561523
	Iteration 29Q: 3 clusters Score -3852662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3852671.750000 Penalty: 5139.561523
	Iteration 30Q: 3 clusters Score -3852672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3852688.500000 Penalty: 5139.561523
	Iteration 31Q: 3 clusters Score -3852688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3852693.250000 Penalty: 5139.561523
	Iteration 32Q: 3 clusters Score -3852693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3852705.000000 Penalty: 5139.561523
	Iteration 33Q: 3 clusters Score -3852705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3852715.000000 Penalty: 5139.561523
	Iteration 34Q: 3 clusters Score -3852715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3852717.500000 Penalty: 5139.561523
	Iteration 35Q: 3 clusters Score -3852718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3852716.500000 Penalty: 5139.561523
	Iteration 36Q: 3 clusters Score -3852716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3852718.500000 Penalty: 5139.561523
	Iteration 37Q: 3 clusters Score -3852718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3852718.000000 Penalty: 5139.561523
	Iteration 38Q: 3 clusters Score -3852718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3852719.000000 Penalty: 5139.561523
	Iteration 39Q: 3 clusters Score -3852719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3852713.500000 Penalty: 5139.561523
	Iteration 40F: 3 clusters Score -3852714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3852717.500000 Penalty: 5139.561523
	Iteration 41Q: 3 clusters Score -3852718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3852713.750000 Penalty: 5139.561523
	Iteration 42Q: 3 clusters Score -3852714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3852712.750000 Penalty: 5139.561523
	Iteration 43Q: 3 clusters Score -3852713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3852713.750000 Penalty: 5139.561523
	Iteration 44Q: 3 clusters Score -3852714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3852720.750000 Penalty: 5139.561523
	Iteration 45Q: 3 clusters Score -3852721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3852716.750000 Penalty: 5139.561523
	Iteration 46Q: 3 clusters Score -3852717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3852715.000000 Penalty: 5139.561523
	Iteration 47Q: 3 clusters Score -3852715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3852721.750000 Penalty: 5139.561523
	Iteration 48Q: 3 clusters Score -3852722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3852720.500000 Penalty: 5139.561523
	Iteration 49Q: 3 clusters Score -3852720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3852719.750000 Penalty: 5139.561523
	Iteration 50Q: 3 clusters Score -3852720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3852721.500000 Penalty: 5139.561523
	Iteration 51Q: 3 clusters Score -3852722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3852718.250000 Penalty: 5139.561523
	Iteration 52Q: 3 clusters Score -3852718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3852726.000000 Penalty: 5139.561523
	Iteration 53Q: 3 clusters Score -3852726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3852729.750000 Penalty: 5139.561523
	Iteration 54Q: 3 clusters Score -3852730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3852732.500000 Penalty: 5139.561523
	Iteration 55Q: 3 clusters Score -3852732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3852730.750000 Penalty: 5139.561523
	Iteration 56Q: 3 clusters Score -3852731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3852732.000000 Penalty: 5139.561523
	Iteration 57Q: 3 clusters Score -3852732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3852734.000000 Penalty: 5139.561523
	Iteration 58Q: 3 clusters Score -3852734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3852734.000000 Penalty: 5139.561523
	Iteration 59F: 3 clusters Score -3852734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -64194.933594 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -64194.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62636.230469 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -62636.23 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -62800.710938 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -62800.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62828.734375 Penalty: 3154.348633
	Iteration 2Q: 3 clusters Score -62828.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62848.218750 Penalty: 3154.348633
	Iteration 3Q: 3 clusters Score -62848.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -62854.019531 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -62854.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62865.855469 Penalty: 3154.348633
	Iteration 5Q: 3 clusters Score -62865.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62873.535156 Penalty: 3154.348633
	Iteration 6Q: 3 clusters Score -62873.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62882.890625 Penalty: 3154.348633
	Iteration 7Q: 3 clusters Score -62882.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62887.917969 Penalty: 3154.348633
	Iteration 8Q: 3 clusters Score -62887.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -62891.812500 Penalty: 3154.348633
	Iteration 9Q: 3 clusters Score -62891.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -62897.296875 Penalty: 3154.348633
	Iteration 10Q: 3 clusters Score -62897.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -62899.949219 Penalty: 3154.348633
	Iteration 11Q: 3 clusters Score -62899.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -62901.660156 Penalty: 3154.348633
	Iteration 12Q: 3 clusters Score -62901.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -62901.660156 Penalty: 3154.348633
	Iteration 13F: 3 clusters Score -62901.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Entering Unmasked Estep 
Score: -1508621.250000 Penalty: 2351.811523
	Iteration 0F: 2 clusters Score -1508621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1498882.875000 Penalty: 4703.623047
	Iteration 0F: 3 clusters Score -1498883 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1501951.500000 Penalty: 4703.623047
	Iteration 1F: 3 clusters Score -1501952 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1502320.000000 Penalty: 4703.623047
	Iteration 2F: 3 clusters Score -1502320 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1502612.750000 Penalty: 4703.623047
	Iteration 3F: 3 clusters Score -1502613 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1502890.500000 Penalty: 4703.623047
	Iteration 4Q: 3 clusters Score -1502890 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1503203.750000 Penalty: 4703.623047
	Iteration 5Q: 3 clusters Score -1503204 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1503535.500000 Penalty: 4703.623047
	Iteration 6Q: 3 clusters Score -1503536 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1503878.000000 Penalty: 4703.623047
	Iteration 7Q: 3 clusters Score -1503878 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1504250.250000 Penalty: 4703.623047
	Iteration 8Q: 3 clusters Score -1504250 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1504610.500000 Penalty: 4703.623047
	Iteration 9Q: 3 clusters Score -1504610 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1504927.000000 Penalty: 4703.623047
	Iteration 10Q: 3 clusters Score -1504927 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1505186.750000 Penalty: 4703.623047
	Iteration 11Q: 3 clusters Score -1505187 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1505438.125000 Penalty: 4703.623047
	Iteration 12Q: 3 clusters Score -1505438 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1505675.500000 Penalty: 4703.623047
	Iteration 13Q: 3 clusters Score -1505676 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1505858.000000 Penalty: 4703.623047
	Iteration 14Q: 3 clusters Score -1505858 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1506017.375000 Penalty: 4703.623047
	Iteration 15Q: 3 clusters Score -1506017 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1506161.875000 Penalty: 4703.623047
	Iteration 16Q: 3 clusters Score -1506162 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1506280.125000 Penalty: 4703.623047
	Iteration 17Q: 3 clusters Score -1506280 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1506385.750000 Penalty: 4703.623047
	Iteration 18Q: 3 clusters Score -1506386 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1506468.250000 Penalty: 4703.623047
	Iteration 19Q: 3 clusters Score -1506468 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1506555.125000 Penalty: 4703.623047
	Iteration 20F: 3 clusters Score -1506555 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1506616.750000 Penalty: 4703.623047
	Iteration 21Q: 3 clusters Score -1506617 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1506676.875000 Penalty: 4703.623047
	Iteration 22Q: 3 clusters Score -1506677 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1506742.125000 Penalty: 4703.623047
	Iteration 23Q: 3 clusters Score -1506742 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1506816.875000 Penalty: 4703.623047
	Iteration 24Q: 3 clusters Score -1506817 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1506876.375000 Penalty: 4703.623047
	Iteration 25Q: 3 clusters Score -1506876 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1506924.625000 Penalty: 4703.623047
	Iteration 26Q: 3 clusters Score -1506925 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1506959.750000 Penalty: 4703.623047
	Iteration 27Q: 3 clusters Score -1506960 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1506977.000000 Penalty: 4703.623047
	Iteration 28Q: 3 clusters Score -1506977 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1506990.500000 Penalty: 4703.623047
	Iteration 29Q: 3 clusters Score -1506990 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1507002.875000 Penalty: 4703.623047
	Iteration 30Q: 3 clusters Score -1507003 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1507010.750000 Penalty: 4703.623047
	Iteration 31Q: 3 clusters Score -1507011 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1507022.625000 Penalty: 4703.623047
	Iteration 32Q: 3 clusters Score -1507023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1507033.000000 Penalty: 4703.623047
	Iteration 33Q: 3 clusters Score -1507033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1507041.500000 Penalty: 4703.623047
	Iteration 34Q: 3 clusters Score -1507042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1507045.500000 Penalty: 4703.623047
	Iteration 35Q: 3 clusters Score -1507046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1507049.875000 Penalty: 4703.623047
	Iteration 36Q: 3 clusters Score -1507050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1507052.375000 Penalty: 4703.623047
	Iteration 37Q: 3 clusters Score -1507052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1507053.125000 Penalty: 4703.623047
	Iteration 38Q: 3 clusters Score -1507053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1507053.750000 Penalty: 4703.623047
	Iteration 39Q: 3 clusters Score -1507054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1507056.875000 Penalty: 4703.623047
	Iteration 40F: 3 clusters Score -1507057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1507064.000000 Penalty: 4703.623047
	Iteration 41Q: 3 clusters Score -1507064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1507068.875000 Penalty: 4703.623047
	Iteration 42Q: 3 clusters Score -1507069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1507077.125000 Penalty: 4703.623047
	Iteration 43Q: 3 clusters Score -1507077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1507082.500000 Penalty: 4703.623047
	Iteration 44Q: 3 clusters Score -1507082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1507086.000000 Penalty: 4703.623047
	Iteration 45Q: 3 clusters Score -1507086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1507088.375000 Penalty: 4703.623047
	Iteration 46Q: 3 clusters Score -1507088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1507088.625000 Penalty: 4703.623047
	Iteration 47Q: 3 clusters Score -1507089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1507085.375000 Penalty: 4703.623047
	Iteration 48Q: 3 clusters Score -1507085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1507087.875000 Penalty: 4703.623047
	Iteration 49Q: 3 clusters Score -1507088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1507088.875000 Penalty: 4703.623047
	Iteration 50Q: 3 clusters Score -1507089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1507092.125000 Penalty: 4703.623047
	Iteration 51Q: 3 clusters Score -1507092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1507090.750000 Penalty: 4703.623047
	Iteration 52Q: 3 clusters Score -1507091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1507090.750000 Penalty: 4703.623047
	Iteration 53F: 3 clusters Score -1507091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -62801.433594 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -62801.43 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 286 members 
Entering Unmasked Estep 
Score: -61206.109375 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -61206.11 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61431.898438 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -61431.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61487.753906 Penalty: 3135.101074
	Iteration 2Q: 3 clusters Score -61487.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61508.621094 Penalty: 3135.101074
	Iteration 3Q: 3 clusters Score -61508.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61517.488281 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -61517.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61528.582031 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -61528.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61540.566406 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -61540.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61545.906250 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -61545.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61551.832031 Penalty: 3135.101074
	Iteration 8Q: 3 clusters Score -61551.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61555.042969 Penalty: 3135.101074
	Iteration 9Q: 3 clusters Score -61555.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61555.769531 Penalty: 3135.101074
	Iteration 10Q: 3 clusters Score -61555.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61555.769531 Penalty: 3135.101074
	Iteration 11F: 3 clusters Score -61555.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -70805.648438 Penalty: 1605.141846
	Iteration 0F: 2 clusters Score -70805.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69199.843750 Penalty: 3210.283691
	Iteration 0F: 3 clusters Score -69199.84 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -69559.156250 Penalty: 3210.283691
	Iteration 1F: 3 clusters Score -69559.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69682.546875 Penalty: 3210.283691
	Iteration 2F: 3 clusters Score -69682.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -69762.601562 Penalty: 3210.283691
	Iteration 3Q: 3 clusters Score -69762.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -69824.531250 Penalty: 3210.283691
	Iteration 4Q: 3 clusters Score -69824.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -69905.921875 Penalty: 3210.283691
	Iteration 5Q: 3 clusters Score -69905.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -69958.968750 Penalty: 3210.283691
	Iteration 6Q: 3 clusters Score -69958.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -69996.085938 Penalty: 3210.283691
	Iteration 7Q: 3 clusters Score -69996.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -70029.554688 Penalty: 3210.283691
	Iteration 8Q: 3 clusters Score -70029.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -70055.601562 Penalty: 3210.283691
	Iteration 9Q: 3 clusters Score -70055.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -70071.609375 Penalty: 3210.283691
	Iteration 10Q: 3 clusters Score -70071.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -70079.039062 Penalty: 3210.283691
	Iteration 11Q: 3 clusters Score -70079.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -70080.734375 Penalty: 3210.283691
	Iteration 12Q: 3 clusters Score -70080.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -70080.734375 Penalty: 3210.283691
	Iteration 13F: 3 clusters Score -70080.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 114846 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48996 members 
Mstep: Class 6 contains 160425 members 
Mstep: Class 7 contains 67060 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194153 members 
Mstep: Class 13 contains 128721 members 
Mstep: Class 14 contains 23270 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31176 members 
Mstep: Class 19 contains 11089 members 
Mstep: Class 20 contains 26672 members 
Mstep: Class 21 contains 231104 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55003 members 
Mstep: Class 24 contains 16495 members 
Mstep: Class 25 contains 6213 members 
Mstep: Class 26 contains 31635 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13136 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461920.000000 Penalty: 104923.953125
Iteration 319Q: 31 clusters Score -1.584619e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 114842 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 48998 members 
Mstep: Class 6 contains 160425 members 
Mstep: Class 7 contains 67061 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194153 members 
Mstep: Class 13 contains 128721 members 
Mstep: Class 14 contains 23270 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31176 members 
Mstep: Class 19 contains 11089 members 
Mstep: Class 20 contains 26672 members 
Mstep: Class 21 contains 231104 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55003 members 
Mstep: Class 24 contains 16496 members 
Mstep: Class 25 contains 6213 members 
Mstep: Class 26 contains 31635 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13136 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461872.000000 Penalty: 104923.953125
Iteration 320F: 31 clusters Score -1.584619e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 114839 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 49000 members 
Mstep: Class 6 contains 160425 members 
Mstep: Class 7 contains 67061 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194153 members 
Mstep: Class 13 contains 128721 members 
Mstep: Class 14 contains 23270 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31176 members 
Mstep: Class 19 contains 11089 members 
Mstep: Class 20 contains 26672 members 
Mstep: Class 21 contains 231104 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55003 members 
Mstep: Class 24 contains 16497 members 
Mstep: Class 25 contains 6213 members 
Mstep: Class 26 contains 31635 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13136 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461904.000000 Penalty: 104923.953125
Iteration 321Q: 31 clusters Score -1.584619e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 114839 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 49000 members 
Mstep: Class 6 contains 160425 members 
Mstep: Class 7 contains 67061 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194152 members 
Mstep: Class 13 contains 128721 members 
Mstep: Class 14 contains 23270 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31176 members 
Mstep: Class 19 contains 11089 members 
Mstep: Class 20 contains 26672 members 
Mstep: Class 21 contains 231104 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55003 members 
Mstep: Class 24 contains 16498 members 
Mstep: Class 25 contains 6213 members 
Mstep: Class 26 contains 31635 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13136 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461936.000000 Penalty: 104923.953125
Iteration 322Q: 31 clusters Score -1.584619e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 114839 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 49000 members 
Mstep: Class 6 contains 160425 members 
Mstep: Class 7 contains 67061 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 194152 members 
Mstep: Class 13 contains 128721 members 
Mstep: Class 14 contains 23270 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 31176 members 
Mstep: Class 19 contains 11089 members 
Mstep: Class 20 contains 26672 members 
Mstep: Class 21 contains 231104 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 55003 members 
Mstep: Class 24 contains 16498 members 
Mstep: Class 25 contains 6213 members 
Mstep: Class 26 contains 31635 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 13136 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461936.000000 Penalty: 104923.953125
Iteration 323F: 31 clusters Score -1.584619e+08 nChanged 0
Entering ConstructFrom: 
Score: -158461936.000000 Penalty: 104923.953125
Entering ConstructFrom: 
Trying to split cluster 1 (65443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65443 members 
Entering Unmasked Estep 
Score: -8014317.500000 Penalty: 2750.055908
	Iteration 0F: 2 clusters Score -8014318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -7970500.500000 Penalty: 5500.111816
	Iteration 0F: 3 clusters Score -7970500 nChanged 30636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -7987917.000000 Penalty: 5500.111816
	Iteration 1F: 3 clusters Score -7987917 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -7989285.500000 Penalty: 5500.111816
	Iteration 2Q: 3 clusters Score -7989286 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -7991143.000000 Penalty: 5500.111816
	Iteration 3F: 3 clusters Score -7991143 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -7993469.000000 Penalty: 5500.111816
	Iteration 4F: 3 clusters Score -7993469 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -7996033.000000 Penalty: 5500.111816
	Iteration 5F: 3 clusters Score -7996033 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -7998470.500000 Penalty: 5500.111816
	Iteration 6F: 3 clusters Score -7998470 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -8000647.000000 Penalty: 5500.111816
	Iteration 7F: 3 clusters Score -8000647 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -8002581.000000 Penalty: 5500.111816
	Iteration 8F: 3 clusters Score -8002581 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -8004276.000000 Penalty: 5500.111816
	Iteration 9Q: 3 clusters Score -8004276 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 54784 members 
Entering Unmasked Estep 
Score: -8005926.500000 Penalty: 5500.111816
	Iteration 10Q: 3 clusters Score -8005926 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 57206 members 
Entering Unmasked Estep 
Score: -8007416.500000 Penalty: 5500.111816
	Iteration 11Q: 3 clusters Score -8007416 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 59243 members 
Entering Unmasked Estep 
Score: -8008727.000000 Penalty: 5500.111816
	Iteration 12Q: 3 clusters Score -8008727 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 60855 members 
Entering Unmasked Estep 
Score: -8009805.000000 Penalty: 5500.111816
	Iteration 13Q: 3 clusters Score -8009805 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 62046 members 
Entering Unmasked Estep 
Score: -8010566.000000 Penalty: 5500.111816
	Iteration 14Q: 3 clusters Score -8010566 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -8011089.500000 Penalty: 5500.111816
	Iteration 15Q: 3 clusters Score -8011090 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -8011510.000000 Penalty: 5500.111816
	Iteration 16Q: 3 clusters Score -8011510 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 63823 members 
Entering Unmasked Estep 
Score: -8011775.000000 Penalty: 5500.111816
	Iteration 17Q: 3 clusters Score -8011775 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 64063 members 
Entering Unmasked Estep 
Score: -8011892.000000 Penalty: 5500.111816
	Iteration 18Q: 3 clusters Score -8011892 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 64203 members 
Entering Unmasked Estep 
Score: -8011986.000000 Penalty: 5500.111816
	Iteration 19Q: 3 clusters Score -8011986 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 64293 members 
Entering Unmasked Estep 
Score: -8012030.500000 Penalty: 5500.111816
	Iteration 20F: 3 clusters Score -8012030 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 64351 members 
Entering Unmasked Estep 
Score: -8012057.500000 Penalty: 5500.111816
	Iteration 21Q: 3 clusters Score -8012058 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 64410 members 
Entering Unmasked Estep 
Score: -8012073.000000 Penalty: 5500.111816
	Iteration 22Q: 3 clusters Score -8012073 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 64447 members 
Entering Unmasked Estep 
Score: -8012094.000000 Penalty: 5500.111816
	Iteration 23Q: 3 clusters Score -8012094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 64472 members 
Entering Unmasked Estep 
Score: -8012121.500000 Penalty: 5500.111816
	Iteration 24Q: 3 clusters Score -8012122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 64489 members 
Entering Unmasked Estep 
Score: -8012138.000000 Penalty: 5500.111816
	Iteration 25Q: 3 clusters Score -8012138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 64500 members 
Entering Unmasked Estep 
Score: -8012151.500000 Penalty: 5500.111816
	Iteration 26Q: 3 clusters Score -8012152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 64514 members 
Entering Unmasked Estep 
Score: -8012155.500000 Penalty: 5500.111816
	Iteration 27Q: 3 clusters Score -8012156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 64522 members 
Entering Unmasked Estep 
Score: -8012175.500000 Penalty: 5500.111816
	Iteration 28Q: 3 clusters Score -8012176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 64532 members 
Entering Unmasked Estep 
Score: -8012173.500000 Penalty: 5500.111816
	Iteration 29Q: 3 clusters Score -8012174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 64536 members 
Entering Unmasked Estep 
Score: -8012179.500000 Penalty: 5500.111816
	Iteration 30Q: 3 clusters Score -8012180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
Score: -8012184.500000 Penalty: 5500.111816
	Iteration 31Q: 3 clusters Score -8012184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 64552 members 
Entering Unmasked Estep 
Score: -8012182.500000 Penalty: 5500.111816
	Iteration 32Q: 3 clusters Score -8012182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 64566 members 
Entering Unmasked Estep 
Score: -8012184.000000 Penalty: 5500.111816
	Iteration 33Q: 3 clusters Score -8012184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 64573 members 
Entering Unmasked Estep 
Score: -8012196.000000 Penalty: 5500.111816
	Iteration 34Q: 3 clusters Score -8012196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 64575 members 
Entering Unmasked Estep 
Score: -8012199.000000 Penalty: 5500.111816
	Iteration 35Q: 3 clusters Score -8012199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 64578 members 
Entering Unmasked Estep 
Score: -8012198.000000 Penalty: 5500.111816
	Iteration 36Q: 3 clusters Score -8012198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 64579 members 
Entering Unmasked Estep 
Score: -8012193.500000 Penalty: 5500.111816
	Iteration 37Q: 3 clusters Score -8012194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 64580 members 
Entering Unmasked Estep 
Score: -8012192.500000 Penalty: 5500.111816
	Iteration 38Q: 3 clusters Score -8012192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 64580 members 
Entering Unmasked Estep 
Score: -8012192.500000 Penalty: 5500.111816
	Iteration 39F: 3 clusters Score -8012192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Entering Unmasked Estep 
Score: -1456660.125000 Penalty: 2324.707031
	Iteration 0F: 2 clusters Score -1456660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1447883.875000 Penalty: 4649.414062
	Iteration 0F: 3 clusters Score -1447884 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1450568.625000 Penalty: 4649.414062
	Iteration 1F: 3 clusters Score -1450569 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1450893.000000 Penalty: 4649.414062
	Iteration 2F: 3 clusters Score -1450893 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1451154.125000 Penalty: 4649.414062
	Iteration 3Q: 3 clusters Score -1451154 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1451417.250000 Penalty: 4649.414062
	Iteration 4Q: 3 clusters Score -1451417 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1451722.750000 Penalty: 4649.414062
	Iteration 5Q: 3 clusters Score -1451723 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1452062.500000 Penalty: 4649.414062
	Iteration 6Q: 3 clusters Score -1452062 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1452514.875000 Penalty: 4649.414062
	Iteration 7F: 3 clusters Score -1452515 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1453000.500000 Penalty: 4649.414062
	Iteration 8F: 3 clusters Score -1453000 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1453497.125000 Penalty: 4649.414062
	Iteration 9Q: 3 clusters Score -1453497 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1453895.750000 Penalty: 4649.414062
	Iteration 10Q: 3 clusters Score -1453896 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1454161.375000 Penalty: 4649.414062
	Iteration 11Q: 3 clusters Score -1454161 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1454339.000000 Penalty: 4649.414062
	Iteration 12Q: 3 clusters Score -1454339 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1454452.000000 Penalty: 4649.414062
	Iteration 13Q: 3 clusters Score -1454452 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1454516.250000 Penalty: 4649.414062
	Iteration 14Q: 3 clusters Score -1454516 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1454558.875000 Penalty: 4649.414062
	Iteration 15Q: 3 clusters Score -1454559 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1454588.875000 Penalty: 4649.414062
	Iteration 16Q: 3 clusters Score -1454589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1454608.375000 Penalty: 4649.414062
	Iteration 17Q: 3 clusters Score -1454608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1454626.750000 Penalty: 4649.414062
	Iteration 18Q: 3 clusters Score -1454627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1454638.875000 Penalty: 4649.414062
	Iteration 19Q: 3 clusters Score -1454639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1454650.875000 Penalty: 4649.414062
	Iteration 20F: 3 clusters Score -1454651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1454663.250000 Penalty: 4649.414062
	Iteration 21Q: 3 clusters Score -1454663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1454672.625000 Penalty: 4649.414062
	Iteration 22Q: 3 clusters Score -1454673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1454679.625000 Penalty: 4649.414062
	Iteration 23Q: 3 clusters Score -1454680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1454684.500000 Penalty: 4649.414062
	Iteration 24Q: 3 clusters Score -1454684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1454686.875000 Penalty: 4649.414062
	Iteration 25Q: 3 clusters Score -1454687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1454690.125000 Penalty: 4649.414062
	Iteration 26Q: 3 clusters Score -1454690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1454689.375000 Penalty: 4649.414062
	Iteration 27Q: 3 clusters Score -1454689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1454695.500000 Penalty: 4649.414062
	Iteration 28Q: 3 clusters Score -1454696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1454698.375000 Penalty: 4649.414062
	Iteration 29Q: 3 clusters Score -1454698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1454702.000000 Penalty: 4649.414062
	Iteration 30Q: 3 clusters Score -1454702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1454702.625000 Penalty: 4649.414062
	Iteration 31Q: 3 clusters Score -1454703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1454702.625000 Penalty: 4649.414062
	Iteration 32F: 3 clusters Score -1454703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (114839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114839 members 
Entering Unmasked Estep 
Score: -14021546.000000 Penalty: 2889.519043
	Iteration 0F: 2 clusters Score -1.402155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57907 members 
Mstep: Class 2 contains 56932 members 
Entering Unmasked Estep 
Score: -13944817.000000 Penalty: 5779.038086
	Iteration 0F: 3 clusters Score -1.394482e+07 nChanged 54561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65268 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -13977072.000000 Penalty: 5779.038086
	Iteration 1F: 3 clusters Score -1.397707e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70232 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -13980108.000000 Penalty: 5779.038086
	Iteration 2F: 3 clusters Score -1.398011e+07 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77397 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -13985608.000000 Penalty: 5779.038086
	Iteration 3F: 3 clusters Score -1.398561e+07 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86506 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -13994110.000000 Penalty: 5779.038086
	Iteration 4F: 3 clusters Score -1.399411e+07 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95879 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -14003850.000000 Penalty: 5779.038086
	Iteration 5F: 3 clusters Score -1.400385e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103209 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -14011733.000000 Penalty: 5779.038086
	Iteration 6F: 3 clusters Score -1.401173e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107397 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -14016420.000000 Penalty: 5779.038086
	Iteration 7Q: 3 clusters Score -1.401642e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109161 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -14018909.000000 Penalty: 5779.038086
	Iteration 8Q: 3 clusters Score -1.401891e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109694 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -14019998.000000 Penalty: 5779.038086
	Iteration 9Q: 3 clusters Score -1.402e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109957 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -14020393.000000 Penalty: 5779.038086
	Iteration 10Q: 3 clusters Score -1.402039e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110167 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -14020514.000000 Penalty: 5779.038086
	Iteration 11Q: 3 clusters Score -1.402051e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110332 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -14020590.000000 Penalty: 5779.038086
	Iteration 12Q: 3 clusters Score -1.402059e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110463 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -14020623.000000 Penalty: 5779.038086
	Iteration 13Q: 3 clusters Score -1.402062e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110571 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -14020630.000000 Penalty: 5779.038086
	Iteration 14Q: 3 clusters Score -1.402063e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110667 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -14020647.000000 Penalty: 5779.038086
	Iteration 15Q: 3 clusters Score -1.402065e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110751 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -14020685.000000 Penalty: 5779.038086
	Iteration 16Q: 3 clusters Score -1.402068e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110816 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -14020693.000000 Penalty: 5779.038086
	Iteration 17Q: 3 clusters Score -1.402069e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110864 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -14020707.000000 Penalty: 5779.038086
	Iteration 18Q: 3 clusters Score -1.402071e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110891 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -14020705.000000 Penalty: 5779.038086
	Iteration 19Q: 3 clusters Score -1.40207e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110924 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -14020710.000000 Penalty: 5779.038086
	Iteration 20F: 3 clusters Score -1.402071e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110949 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -14020726.000000 Penalty: 5779.038086
	Iteration 21Q: 3 clusters Score -1.402073e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110972 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -14020748.000000 Penalty: 5779.038086
	Iteration 22Q: 3 clusters Score -1.402075e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110996 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -14020760.000000 Penalty: 5779.038086
	Iteration 23Q: 3 clusters Score -1.402076e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111018 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -14020784.000000 Penalty: 5779.038086
	Iteration 24Q: 3 clusters Score -1.402078e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111034 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -14020779.000000 Penalty: 5779.038086
	Iteration 25Q: 3 clusters Score -1.402078e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111054 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -14020780.000000 Penalty: 5779.038086
	Iteration 26Q: 3 clusters Score -1.402078e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111067 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -14020769.000000 Penalty: 5779.038086
	Iteration 27Q: 3 clusters Score -1.402077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111079 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -14020767.000000 Penalty: 5779.038086
	Iteration 28Q: 3 clusters Score -1.402077e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111082 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -14020761.000000 Penalty: 5779.038086
	Iteration 29Q: 3 clusters Score -1.402076e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111085 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -14020768.000000 Penalty: 5779.038086
	Iteration 30Q: 3 clusters Score -1.402077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111093 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -14020751.000000 Penalty: 5779.038086
	Iteration 31Q: 3 clusters Score -1.402075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111103 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -14020771.000000 Penalty: 5779.038086
	Iteration 32Q: 3 clusters Score -1.402077e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111116 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -14020781.000000 Penalty: 5779.038086
	Iteration 33Q: 3 clusters Score -1.402078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111127 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -14020775.000000 Penalty: 5779.038086
	Iteration 34Q: 3 clusters Score -1.402078e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111137 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -14020776.000000 Penalty: 5779.038086
	Iteration 35Q: 3 clusters Score -1.402078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111141 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -14020781.000000 Penalty: 5779.038086
	Iteration 36Q: 3 clusters Score -1.402078e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111149 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -14020788.000000 Penalty: 5779.038086
	Iteration 37Q: 3 clusters Score -1.402079e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111155 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -14020799.000000 Penalty: 5779.038086
	Iteration 38Q: 3 clusters Score -1.40208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111162 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -14020795.000000 Penalty: 5779.038086
	Iteration 39Q: 3 clusters Score -1.40208e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111174 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -14020783.000000 Penalty: 5779.038086
	Iteration 40F: 3 clusters Score -1.402078e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111179 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -14020793.000000 Penalty: 5779.038086
	Iteration 41Q: 3 clusters Score -1.402079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111184 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -14020797.000000 Penalty: 5779.038086
	Iteration 42Q: 3 clusters Score -1.40208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111183 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -14020789.000000 Penalty: 5779.038086
	Iteration 43Q: 3 clusters Score -1.402079e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111183 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -14020791.000000 Penalty: 5779.038086
	Iteration 44Q: 3 clusters Score -1.402079e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111183 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -14020801.000000 Penalty: 5779.038086
	Iteration 45Q: 3 clusters Score -1.40208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111183 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -14020791.000000 Penalty: 5779.038086
	Iteration 46Q: 3 clusters Score -1.402079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111188 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -14020822.000000 Penalty: 5779.038086
	Iteration 47Q: 3 clusters Score -1.402082e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111191 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -14020807.000000 Penalty: 5779.038086
	Iteration 48Q: 3 clusters Score -1.402081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111192 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -14020799.000000 Penalty: 5779.038086
	Iteration 49Q: 3 clusters Score -1.40208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111196 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -14020814.000000 Penalty: 5779.038086
	Iteration 50Q: 3 clusters Score -1.402081e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111197 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -14020813.000000 Penalty: 5779.038086
	Iteration 51Q: 3 clusters Score -1.402081e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111192 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -14020821.000000 Penalty: 5779.038086
	Iteration 52Q: 3 clusters Score -1.402082e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111186 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -14020826.000000 Penalty: 5779.038086
	Iteration 53Q: 3 clusters Score -1.402083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111185 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -14020824.000000 Penalty: 5779.038086
	Iteration 54Q: 3 clusters Score -1.402082e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111182 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -14020827.000000 Penalty: 5779.038086
	Iteration 55Q: 3 clusters Score -1.402083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111180 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -14020834.000000 Penalty: 5779.038086
	Iteration 56Q: 3 clusters Score -1.402083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111177 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -14020836.000000 Penalty: 5779.038086
	Iteration 57Q: 3 clusters Score -1.402084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111177 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -14020834.000000 Penalty: 5779.038086
	Iteration 58Q: 3 clusters Score -1.402083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111174 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -14020822.000000 Penalty: 5779.038086
	Iteration 59Q: 3 clusters Score -1.402082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111167 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -14020827.000000 Penalty: 5779.038086
	Iteration 60F: 3 clusters Score -1.402083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111165 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -14020826.000000 Penalty: 5779.038086
	Iteration 61Q: 3 clusters Score -1.402083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111163 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -14020826.000000 Penalty: 5779.038086
	Iteration 62Q: 3 clusters Score -1.402083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111162 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -14020823.000000 Penalty: 5779.038086
	Iteration 63Q: 3 clusters Score -1.402082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111162 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -14020823.000000 Penalty: 5779.038086
	Iteration 64F: 3 clusters Score -1.402082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -48207.117188 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -48207.12 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 239 members 
Entering Unmasked Estep 
Score: -46743.878906 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -46743.88 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46912.019531 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -46912.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46956.808594 Penalty: 3051.755371
	Iteration 2Q: 3 clusters Score -46956.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46987.027344 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -46987.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46997.179688 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -46997.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -47000.285156 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -47000.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47002.550781 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -47002.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47007.601562 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -47007.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47009.664062 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -47009.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47012.179688 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -47012.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -47015.597656 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -47015.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47017.937500 Penalty: 3051.755371
	Iteration 11Q: 3 clusters Score -47017.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47017.937500 Penalty: 3051.755371
	Iteration 12F: 3 clusters Score -47017.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Entering Unmasked Estep 
Score: -5577254.000000 Penalty: 2678.294922
	Iteration 0F: 2 clusters Score -5577254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -5544242.000000 Penalty: 5356.589844
	Iteration 0F: 3 clusters Score -5544242 nChanged 22623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -5556903.000000 Penalty: 5356.589844
	Iteration 1F: 3 clusters Score -5556903 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -5557727.000000 Penalty: 5356.589844
	Iteration 2Q: 3 clusters Score -5557727 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -5558707.000000 Penalty: 5356.589844
	Iteration 3Q: 3 clusters Score -5558707 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -5559950.500000 Penalty: 5356.589844
	Iteration 4Q: 3 clusters Score -5559950 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -5561381.500000 Penalty: 5356.589844
	Iteration 5F: 3 clusters Score -5561382 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -5562996.000000 Penalty: 5356.589844
	Iteration 6F: 3 clusters Score -5562996 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -5564534.500000 Penalty: 5356.589844
	Iteration 7F: 3 clusters Score -5564534 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -5566024.500000 Penalty: 5356.589844
	Iteration 8F: 3 clusters Score -5566024 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -5567316.000000 Penalty: 5356.589844
	Iteration 9Q: 3 clusters Score -5567316 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -5568320.000000 Penalty: 5356.589844
	Iteration 10Q: 3 clusters Score -5568320 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -5569174.000000 Penalty: 5356.589844
	Iteration 11Q: 3 clusters Score -5569174 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -5569992.500000 Penalty: 5356.589844
	Iteration 12Q: 3 clusters Score -5569992 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -5570632.000000 Penalty: 5356.589844
	Iteration 13Q: 3 clusters Score -5570632 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -5571210.000000 Penalty: 5356.589844
	Iteration 14Q: 3 clusters Score -5571210 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -5571719.500000 Penalty: 5356.589844
	Iteration 15Q: 3 clusters Score -5571720 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -5572215.000000 Penalty: 5356.589844
	Iteration 16Q: 3 clusters Score -5572215 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -5572622.500000 Penalty: 5356.589844
	Iteration 17Q: 3 clusters Score -5572622 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -5573044.000000 Penalty: 5356.589844
	Iteration 18Q: 3 clusters Score -5573044 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -5573413.000000 Penalty: 5356.589844
	Iteration 19Q: 3 clusters Score -5573413 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -5573720.000000 Penalty: 5356.589844
	Iteration 20F: 3 clusters Score -5573720 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -5573990.500000 Penalty: 5356.589844
	Iteration 21Q: 3 clusters Score -5573990 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -5574239.000000 Penalty: 5356.589844
	Iteration 22Q: 3 clusters Score -5574239 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -5574459.000000 Penalty: 5356.589844
	Iteration 23Q: 3 clusters Score -5574459 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -5574634.500000 Penalty: 5356.589844
	Iteration 24Q: 3 clusters Score -5574634 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -5574776.000000 Penalty: 5356.589844
	Iteration 25Q: 3 clusters Score -5574776 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -5574925.500000 Penalty: 5356.589844
	Iteration 26Q: 3 clusters Score -5574926 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -5575048.500000 Penalty: 5356.589844
	Iteration 27Q: 3 clusters Score -5575048 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -5575143.000000 Penalty: 5356.589844
	Iteration 28Q: 3 clusters Score -5575143 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -5575230.000000 Penalty: 5356.589844
	Iteration 29Q: 3 clusters Score -5575230 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -5575324.500000 Penalty: 5356.589844
	Iteration 30Q: 3 clusters Score -5575324 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -5575429.500000 Penalty: 5356.589844
	Iteration 31Q: 3 clusters Score -5575430 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -5575483.500000 Penalty: 5356.589844
	Iteration 32Q: 3 clusters Score -5575484 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -5575552.500000 Penalty: 5356.589844
	Iteration 33Q: 3 clusters Score -5575552 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -5575582.000000 Penalty: 5356.589844
	Iteration 34Q: 3 clusters Score -5575582 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -5575621.500000 Penalty: 5356.589844
	Iteration 35Q: 3 clusters Score -5575622 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -5575675.000000 Penalty: 5356.589844
	Iteration 36Q: 3 clusters Score -5575675 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -5575733.500000 Penalty: 5356.589844
	Iteration 37Q: 3 clusters Score -5575734 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -5575779.000000 Penalty: 5356.589844
	Iteration 38Q: 3 clusters Score -5575779 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -5575807.500000 Penalty: 5356.589844
	Iteration 39Q: 3 clusters Score -5575808 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -5575856.000000 Penalty: 5356.589844
	Iteration 40F: 3 clusters Score -5575856 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -5575888.000000 Penalty: 5356.589844
	Iteration 41Q: 3 clusters Score -5575888 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -5575925.000000 Penalty: 5356.589844
	Iteration 42Q: 3 clusters Score -5575925 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -5575936.500000 Penalty: 5356.589844
	Iteration 43Q: 3 clusters Score -5575936 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -5575960.000000 Penalty: 5356.589844
	Iteration 44Q: 3 clusters Score -5575960 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -5575966.000000 Penalty: 5356.589844
	Iteration 45Q: 3 clusters Score -5575966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -5575982.000000 Penalty: 5356.589844
	Iteration 46Q: 3 clusters Score -5575982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -5575990.500000 Penalty: 5356.589844
	Iteration 47Q: 3 clusters Score -5575990 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -5576016.500000 Penalty: 5356.589844
	Iteration 48Q: 3 clusters Score -5576016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -5576030.000000 Penalty: 5356.589844
	Iteration 49Q: 3 clusters Score -5576030 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -5576059.000000 Penalty: 5356.589844
	Iteration 50Q: 3 clusters Score -5576059 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -5576079.500000 Penalty: 5356.589844
	Iteration 51Q: 3 clusters Score -5576080 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -5576112.000000 Penalty: 5356.589844
	Iteration 52Q: 3 clusters Score -5576112 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -5576149.500000 Penalty: 5356.589844
	Iteration 53Q: 3 clusters Score -5576150 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
Score: -5576183.500000 Penalty: 5356.589844
	Iteration 54Q: 3 clusters Score -5576184 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -5576220.500000 Penalty: 5356.589844
	Iteration 55Q: 3 clusters Score -5576220 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -5576254.000000 Penalty: 5356.589844
	Iteration 56Q: 3 clusters Score -5576254 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -5576328.500000 Penalty: 5356.589844
	Iteration 57Q: 3 clusters Score -5576328 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -5576367.000000 Penalty: 5356.589844
	Iteration 58Q: 3 clusters Score -5576367 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -5576388.000000 Penalty: 5356.589844
	Iteration 59Q: 3 clusters Score -5576388 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 47218 members 
Entering Unmasked Estep 
Score: -5576411.500000 Penalty: 5356.589844
	Iteration 60F: 3 clusters Score -5576412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -5576424.000000 Penalty: 5356.589844
	Iteration 61Q: 3 clusters Score -5576424 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -5576447.000000 Penalty: 5356.589844
	Iteration 62Q: 3 clusters Score -5576447 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -5576448.000000 Penalty: 5356.589844
	Iteration 63Q: 3 clusters Score -5576448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -5576465.000000 Penalty: 5356.589844
	Iteration 64Q: 3 clusters Score -5576465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -5576469.000000 Penalty: 5356.589844
	Iteration 65Q: 3 clusters Score -5576469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -5576471.500000 Penalty: 5356.589844
	Iteration 66Q: 3 clusters Score -5576472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -5576485.500000 Penalty: 5356.589844
	Iteration 67Q: 3 clusters Score -5576486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -5576485.500000 Penalty: 5356.589844
	Iteration 68Q: 3 clusters Score -5576486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -5576479.500000 Penalty: 5356.589844
	Iteration 69Q: 3 clusters Score -5576480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -5576489.500000 Penalty: 5356.589844
	Iteration 70Q: 3 clusters Score -5576490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -5576485.000000 Penalty: 5356.589844
	Iteration 71Q: 3 clusters Score -5576485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -5576489.500000 Penalty: 5356.589844
	Iteration 72Q: 3 clusters Score -5576490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -5576491.000000 Penalty: 5356.589844
	Iteration 73Q: 3 clusters Score -5576491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 47367 members 
Entering Unmasked Estep 
Score: -5576491.500000 Penalty: 5356.589844
	Iteration 74Q: 3 clusters Score -5576492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -5576492.000000 Penalty: 5356.589844
	Iteration 75Q: 3 clusters Score -5576492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -5576492.500000 Penalty: 5356.589844
	Iteration 76Q: 3 clusters Score -5576492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -5576499.500000 Penalty: 5356.589844
	Iteration 77Q: 3 clusters Score -5576500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -5576495.000000 Penalty: 5356.589844
	Iteration 78Q: 3 clusters Score -5576495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -5576495.000000 Penalty: 5356.589844
	Iteration 79Q: 3 clusters Score -5576495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -5576492.500000 Penalty: 5356.589844
	Iteration 80F: 3 clusters Score -5576492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -5576492.000000 Penalty: 5356.589844
	Iteration 81Q: 3 clusters Score -5576492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 47367 members 
Entering Unmasked Estep 
Score: -5576493.000000 Penalty: 5356.589844
	Iteration 82Q: 3 clusters Score -5576493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 47367 members 
Entering Unmasked Estep 
Score: -5576498.000000 Penalty: 5356.589844
	Iteration 83Q: 3 clusters Score -5576498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -5576501.500000 Penalty: 5356.589844
	Iteration 84Q: 3 clusters Score -5576502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -5576495.500000 Penalty: 5356.589844
	Iteration 85Q: 3 clusters Score -5576496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -5576495.500000 Penalty: 5356.589844
	Iteration 86F: 3 clusters Score -5576496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (160425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160425 members 
Entering Unmasked Estep 
Score: -19449266.000000 Penalty: 2972.424072
	Iteration 0F: 2 clusters Score -1.944927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80252 members 
Mstep: Class 2 contains 80173 members 
Entering Unmasked Estep 
Score: -19341688.000000 Penalty: 5944.848145
	Iteration 0F: 3 clusters Score -1.934169e+07 nChanged 76858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81846 members 
Mstep: Class 2 contains 78579 members 
Entering Unmasked Estep 
Score: -19386334.000000 Penalty: 5944.848145
	Iteration 1F: 3 clusters Score -1.938633e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82777 members 
Mstep: Class 2 contains 77648 members 
Entering Unmasked Estep 
Score: -19387208.000000 Penalty: 5944.848145
	Iteration 2Q: 3 clusters Score -1.938721e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84248 members 
Mstep: Class 2 contains 76177 members 
Entering Unmasked Estep 
Score: -19388206.000000 Penalty: 5944.848145
	Iteration 3Q: 3 clusters Score -1.938821e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86454 members 
Mstep: Class 2 contains 73971 members 
Entering Unmasked Estep 
Score: -19389492.000000 Penalty: 5944.848145
	Iteration 4Q: 3 clusters Score -1.938949e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89819 members 
Mstep: Class 2 contains 70606 members 
Entering Unmasked Estep 
Score: -19391598.000000 Penalty: 5944.848145
	Iteration 5Q: 3 clusters Score -1.93916e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94643 members 
Mstep: Class 2 contains 65782 members 
Entering Unmasked Estep 
Score: -19394710.000000 Penalty: 5944.848145
	Iteration 6Q: 3 clusters Score -1.939471e+07 nChanged 8448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101323 members 
Mstep: Class 2 contains 59102 members 
Entering Unmasked Estep 
Score: -19399056.000000 Penalty: 5944.848145
	Iteration 7F: 3 clusters Score -1.939906e+07 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109991 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -19405274.000000 Penalty: 5944.848145
	Iteration 8F: 3 clusters Score -1.940527e+07 nChanged 11148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120299 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -19413168.000000 Penalty: 5944.848145
	Iteration 9F: 3 clusters Score -1.941317e+07 nChanged 11548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131409 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -19421952.000000 Penalty: 5944.848145
	Iteration 10F: 3 clusters Score -1.942195e+07 nChanged 10419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141720 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -19430766.000000 Penalty: 5944.848145
	Iteration 11F: 3 clusters Score -1.943077e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149755 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -19437672.000000 Penalty: 5944.848145
	Iteration 12F: 3 clusters Score -1.943767e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155161 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -19442304.000000 Penalty: 5944.848145
	Iteration 13Q: 3 clusters Score -1.94423e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158106 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -19444970.000000 Penalty: 5944.848145
	Iteration 14Q: 3 clusters Score -1.944497e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159305 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -19445998.000000 Penalty: 5944.848145
	Iteration 15Q: 3 clusters Score -1.9446e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159705 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -19446360.000000 Penalty: 5944.848145
	Iteration 16Q: 3 clusters Score -1.944636e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159859 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -19446494.000000 Penalty: 5944.848145
	Iteration 17Q: 3 clusters Score -1.944649e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159916 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -19446586.000000 Penalty: 5944.848145
	Iteration 18Q: 3 clusters Score -1.944659e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159949 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -19446632.000000 Penalty: 5944.848145
	Iteration 19Q: 3 clusters Score -1.944663e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159956 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -19446662.000000 Penalty: 5944.848145
	Iteration 20F: 3 clusters Score -1.944666e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159967 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -19446696.000000 Penalty: 5944.848145
	Iteration 21Q: 3 clusters Score -1.94467e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159976 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -19446724.000000 Penalty: 5944.848145
	Iteration 22Q: 3 clusters Score -1.944672e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159977 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -19446734.000000 Penalty: 5944.848145
	Iteration 23Q: 3 clusters Score -1.944673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159981 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -19446756.000000 Penalty: 5944.848145
	Iteration 24Q: 3 clusters Score -1.944676e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159986 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -19446754.000000 Penalty: 5944.848145
	Iteration 25Q: 3 clusters Score -1.944675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159980 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -19446782.000000 Penalty: 5944.848145
	Iteration 26Q: 3 clusters Score -1.944678e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159980 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -19446816.000000 Penalty: 5944.848145
	Iteration 27Q: 3 clusters Score -1.944682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159978 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -19446812.000000 Penalty: 5944.848145
	Iteration 28Q: 3 clusters Score -1.944681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159975 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -19446804.000000 Penalty: 5944.848145
	Iteration 29Q: 3 clusters Score -1.94468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159976 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -19446806.000000 Penalty: 5944.848145
	Iteration 30Q: 3 clusters Score -1.944681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159976 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -19446822.000000 Penalty: 5944.848145
	Iteration 31Q: 3 clusters Score -1.944682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159975 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -19446828.000000 Penalty: 5944.848145
	Iteration 32Q: 3 clusters Score -1.944683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159975 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -19446828.000000 Penalty: 5944.848145
	Iteration 33F: 3 clusters Score -1.944683e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (67061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67061 members 
Entering Unmasked Estep 
Score: -8228746.000000 Penalty: 2756.112793
	Iteration 0F: 2 clusters Score -8228746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -8183685.500000 Penalty: 5512.225586
	Iteration 0F: 3 clusters Score -8183686 nChanged 31274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -8201104.000000 Penalty: 5512.225586
	Iteration 1F: 3 clusters Score -8201104 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -8201935.500000 Penalty: 5512.225586
	Iteration 2Q: 3 clusters Score -8201936 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -8202835.000000 Penalty: 5512.225586
	Iteration 3Q: 3 clusters Score -8202835 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -8204277.000000 Penalty: 5512.225586
	Iteration 4Q: 3 clusters Score -8204277 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -8206278.500000 Penalty: 5512.225586
	Iteration 5F: 3 clusters Score -8206278 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -8209055.000000 Penalty: 5512.225586
	Iteration 6F: 3 clusters Score -8209055 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -8212946.000000 Penalty: 5512.225586
	Iteration 7F: 3 clusters Score -8212946 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -8217456.000000 Penalty: 5512.225586
	Iteration 8F: 3 clusters Score -8217456 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61364 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -8221408.500000 Penalty: 5512.225586
	Iteration 9F: 3 clusters Score -8221408 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64233 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -8223992.000000 Penalty: 5512.225586
	Iteration 10Q: 3 clusters Score -8223992 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65681 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8225283.500000 Penalty: 5512.225586
	Iteration 11Q: 3 clusters Score -8225284 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66277 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8225784.500000 Penalty: 5512.225586
	Iteration 12Q: 3 clusters Score -8225784 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66535 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8226051.000000 Penalty: 5512.225586
	Iteration 13Q: 3 clusters Score -8226051 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66638 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8226147.000000 Penalty: 5512.225586
	Iteration 14Q: 3 clusters Score -8226147 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66697 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8226207.000000 Penalty: 5512.225586
	Iteration 15Q: 3 clusters Score -8226207 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66721 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8226247.500000 Penalty: 5512.225586
	Iteration 16Q: 3 clusters Score -8226248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66743 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8226278.500000 Penalty: 5512.225586
	Iteration 17Q: 3 clusters Score -8226278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66757 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8226305.000000 Penalty: 5512.225586
	Iteration 18Q: 3 clusters Score -8226305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66761 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8226306.500000 Penalty: 5512.225586
	Iteration 19Q: 3 clusters Score -8226306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66763 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8226316.500000 Penalty: 5512.225586
	Iteration 20F: 3 clusters Score -8226316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66768 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8226327.000000 Penalty: 5512.225586
	Iteration 21Q: 3 clusters Score -8226327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66770 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8226332.000000 Penalty: 5512.225586
	Iteration 22Q: 3 clusters Score -8226332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66773 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8226338.000000 Penalty: 5512.225586
	Iteration 23Q: 3 clusters Score -8226338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66774 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8226343.500000 Penalty: 5512.225586
	Iteration 24Q: 3 clusters Score -8226344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66774 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8226341.000000 Penalty: 5512.225586
	Iteration 25Q: 3 clusters Score -8226341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66774 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8226341.000000 Penalty: 5512.225586
	Iteration 26F: 3 clusters Score -8226341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Entering Unmasked Estep 
Score: -1782150.750000 Penalty: 2390.601318
	Iteration 0F: 2 clusters Score -1782151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1771051.125000 Penalty: 4781.202637
	Iteration 0F: 3 clusters Score -1771051 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1774674.875000 Penalty: 4781.202637
	Iteration 1F: 3 clusters Score -1774675 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1775186.750000 Penalty: 4781.202637
	Iteration 2F: 3 clusters Score -1775187 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1775636.000000 Penalty: 4781.202637
	Iteration 3F: 3 clusters Score -1775636 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1776055.625000 Penalty: 4781.202637
	Iteration 4F: 3 clusters Score -1776056 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1776499.625000 Penalty: 4781.202637
	Iteration 5F: 3 clusters Score -1776500 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1776915.875000 Penalty: 4781.202637
	Iteration 6Q: 3 clusters Score -1776916 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1777308.000000 Penalty: 4781.202637
	Iteration 7Q: 3 clusters Score -1777308 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1777646.500000 Penalty: 4781.202637
	Iteration 8Q: 3 clusters Score -1777646 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1777932.750000 Penalty: 4781.202637
	Iteration 9Q: 3 clusters Score -1777933 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1778232.125000 Penalty: 4781.202637
	Iteration 10Q: 3 clusters Score -1778232 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1778475.500000 Penalty: 4781.202637
	Iteration 11Q: 3 clusters Score -1778476 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1778697.250000 Penalty: 4781.202637
	Iteration 12Q: 3 clusters Score -1778697 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1778892.000000 Penalty: 4781.202637
	Iteration 13Q: 3 clusters Score -1778892 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1779038.625000 Penalty: 4781.202637
	Iteration 14Q: 3 clusters Score -1779039 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1779202.000000 Penalty: 4781.202637
	Iteration 15Q: 3 clusters Score -1779202 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1779323.875000 Penalty: 4781.202637
	Iteration 16Q: 3 clusters Score -1779324 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1779429.125000 Penalty: 4781.202637
	Iteration 17Q: 3 clusters Score -1779429 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1779509.375000 Penalty: 4781.202637
	Iteration 18Q: 3 clusters Score -1779509 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1779578.875000 Penalty: 4781.202637
	Iteration 19Q: 3 clusters Score -1779579 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1779612.125000 Penalty: 4781.202637
	Iteration 20F: 3 clusters Score -1779612 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1779658.500000 Penalty: 4781.202637
	Iteration 21Q: 3 clusters Score -1779658 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1779707.250000 Penalty: 4781.202637
	Iteration 22Q: 3 clusters Score -1779707 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1779748.625000 Penalty: 4781.202637
	Iteration 23Q: 3 clusters Score -1779749 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1779785.875000 Penalty: 4781.202637
	Iteration 24Q: 3 clusters Score -1779786 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1779821.750000 Penalty: 4781.202637
	Iteration 25Q: 3 clusters Score -1779822 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1779852.250000 Penalty: 4781.202637
	Iteration 26Q: 3 clusters Score -1779852 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1779874.375000 Penalty: 4781.202637
	Iteration 27Q: 3 clusters Score -1779874 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1779894.250000 Penalty: 4781.202637
	Iteration 28Q: 3 clusters Score -1779894 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1779909.750000 Penalty: 4781.202637
	Iteration 29Q: 3 clusters Score -1779910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1779927.625000 Penalty: 4781.202637
	Iteration 30Q: 3 clusters Score -1779928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1779934.875000 Penalty: 4781.202637
	Iteration 31Q: 3 clusters Score -1779935 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1779949.500000 Penalty: 4781.202637
	Iteration 32Q: 3 clusters Score -1779950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1779965.250000 Penalty: 4781.202637
	Iteration 33Q: 3 clusters Score -1779965 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1779975.875000 Penalty: 4781.202637
	Iteration 34Q: 3 clusters Score -1779976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1779988.000000 Penalty: 4781.202637
	Iteration 35Q: 3 clusters Score -1779988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1779996.250000 Penalty: 4781.202637
	Iteration 36Q: 3 clusters Score -1779996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1780009.625000 Penalty: 4781.202637
	Iteration 37Q: 3 clusters Score -1780010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1780014.625000 Penalty: 4781.202637
	Iteration 38Q: 3 clusters Score -1780015 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1780024.375000 Penalty: 4781.202637
	Iteration 39Q: 3 clusters Score -1780024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1780038.000000 Penalty: 4781.202637
	Iteration 40F: 3 clusters Score -1780038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1780044.375000 Penalty: 4781.202637
	Iteration 41Q: 3 clusters Score -1780044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1780052.375000 Penalty: 4781.202637
	Iteration 42Q: 3 clusters Score -1780052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1780066.000000 Penalty: 4781.202637
	Iteration 43Q: 3 clusters Score -1780066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1780071.625000 Penalty: 4781.202637
	Iteration 44Q: 3 clusters Score -1780072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1780083.375000 Penalty: 4781.202637
	Iteration 45Q: 3 clusters Score -1780083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1780089.750000 Penalty: 4781.202637
	Iteration 46Q: 3 clusters Score -1780090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1780099.375000 Penalty: 4781.202637
	Iteration 47Q: 3 clusters Score -1780099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1780104.375000 Penalty: 4781.202637
	Iteration 48Q: 3 clusters Score -1780104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1780110.875000 Penalty: 4781.202637
	Iteration 49Q: 3 clusters Score -1780111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1780117.625000 Penalty: 4781.202637
	Iteration 50Q: 3 clusters Score -1780118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1780121.500000 Penalty: 4781.202637
	Iteration 51Q: 3 clusters Score -1780122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1780124.375000 Penalty: 4781.202637
	Iteration 52Q: 3 clusters Score -1780124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1780131.250000 Penalty: 4781.202637
	Iteration 53Q: 3 clusters Score -1780131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1780137.750000 Penalty: 4781.202637
	Iteration 54Q: 3 clusters Score -1780138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1780140.000000 Penalty: 4781.202637
	Iteration 55Q: 3 clusters Score -1780140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1780142.500000 Penalty: 4781.202637
	Iteration 56Q: 3 clusters Score -1780142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1780144.875000 Penalty: 4781.202637
	Iteration 57Q: 3 clusters Score -1780145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1780149.125000 Penalty: 4781.202637
	Iteration 58Q: 3 clusters Score -1780149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1780150.000000 Penalty: 4781.202637
	Iteration 59Q: 3 clusters Score -1780150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1780152.125000 Penalty: 4781.202637
	Iteration 60F: 3 clusters Score -1780152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1780152.125000 Penalty: 4781.202637
	Iteration 61Q: 3 clusters Score -1780152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1780153.250000 Penalty: 4781.202637
	Iteration 62Q: 3 clusters Score -1780153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1780153.250000 Penalty: 4781.202637
	Iteration 63F: 3 clusters Score -1780153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Entering Unmasked Estep 
Score: -1017956.125000 Penalty: 2252.996582
	Iteration 0F: 2 clusters Score -1017956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1011073.312500 Penalty: 4505.993164
	Iteration 0F: 3 clusters Score -1011073 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1013048.812500 Penalty: 4505.993164
	Iteration 1F: 3 clusters Score -1013049 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1013362.375000 Penalty: 4505.993164
	Iteration 2F: 3 clusters Score -1013362 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1013606.125000 Penalty: 4505.993164
	Iteration 3F: 3 clusters Score -1013606 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1013818.250000 Penalty: 4505.993164
	Iteration 4Q: 3 clusters Score -1013818 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1014000.437500 Penalty: 4505.993164
	Iteration 5Q: 3 clusters Score -1014000 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1014168.625000 Penalty: 4505.993164
	Iteration 6Q: 3 clusters Score -1014169 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1014337.500000 Penalty: 4505.993164
	Iteration 7Q: 3 clusters Score -1014338 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1014488.562500 Penalty: 4505.993164
	Iteration 8Q: 3 clusters Score -1014489 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1014622.375000 Penalty: 4505.993164
	Iteration 9Q: 3 clusters Score -1014622 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1014741.937500 Penalty: 4505.993164
	Iteration 10Q: 3 clusters Score -1014742 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1014855.437500 Penalty: 4505.993164
	Iteration 11Q: 3 clusters Score -1014855 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1014964.625000 Penalty: 4505.993164
	Iteration 12Q: 3 clusters Score -1014965 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1015054.187500 Penalty: 4505.993164
	Iteration 13Q: 3 clusters Score -1015054 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1015129.625000 Penalty: 4505.993164
	Iteration 14Q: 3 clusters Score -1015130 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1015193.750000 Penalty: 4505.993164
	Iteration 15Q: 3 clusters Score -1015194 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1015254.187500 Penalty: 4505.993164
	Iteration 16Q: 3 clusters Score -1015254 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1015312.625000 Penalty: 4505.993164
	Iteration 17Q: 3 clusters Score -1015313 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1015360.187500 Penalty: 4505.993164
	Iteration 18Q: 3 clusters Score -1015360 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1015406.562500 Penalty: 4505.993164
	Iteration 19Q: 3 clusters Score -1015407 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1015452.625000 Penalty: 4505.993164
	Iteration 20F: 3 clusters Score -1015453 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1015503.187500 Penalty: 4505.993164
	Iteration 21Q: 3 clusters Score -1015503 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1015548.312500 Penalty: 4505.993164
	Iteration 22Q: 3 clusters Score -1015548 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1015580.875000 Penalty: 4505.993164
	Iteration 23Q: 3 clusters Score -1015581 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1015618.062500 Penalty: 4505.993164
	Iteration 24Q: 3 clusters Score -1015618 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1015649.437500 Penalty: 4505.993164
	Iteration 25Q: 3 clusters Score -1015649 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1015677.625000 Penalty: 4505.993164
	Iteration 26Q: 3 clusters Score -1015678 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1015706.062500 Penalty: 4505.993164
	Iteration 27Q: 3 clusters Score -1015706 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1015731.937500 Penalty: 4505.993164
	Iteration 28Q: 3 clusters Score -1015732 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1015750.125000 Penalty: 4505.993164
	Iteration 29Q: 3 clusters Score -1015750 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1015774.875000 Penalty: 4505.993164
	Iteration 30Q: 3 clusters Score -1015775 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1015795.187500 Penalty: 4505.993164
	Iteration 31Q: 3 clusters Score -1015795 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1015818.750000 Penalty: 4505.993164
	Iteration 32Q: 3 clusters Score -1015819 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1015838.750000 Penalty: 4505.993164
	Iteration 33Q: 3 clusters Score -1015839 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1015855.125000 Penalty: 4505.993164
	Iteration 34Q: 3 clusters Score -1015855 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1015870.687500 Penalty: 4505.993164
	Iteration 35Q: 3 clusters Score -1015871 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1015888.687500 Penalty: 4505.993164
	Iteration 36Q: 3 clusters Score -1015889 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1015902.375000 Penalty: 4505.993164
	Iteration 37Q: 3 clusters Score -1015902 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1015921.812500 Penalty: 4505.993164
	Iteration 38Q: 3 clusters Score -1015922 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1015938.812500 Penalty: 4505.993164
	Iteration 39Q: 3 clusters Score -1015939 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1015948.500000 Penalty: 4505.993164
	Iteration 40F: 3 clusters Score -1015948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1015955.687500 Penalty: 4505.993164
	Iteration 41Q: 3 clusters Score -1015956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1015963.500000 Penalty: 4505.993164
	Iteration 42Q: 3 clusters Score -1015964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1015972.500000 Penalty: 4505.993164
	Iteration 43Q: 3 clusters Score -1015972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1015985.500000 Penalty: 4505.993164
	Iteration 44Q: 3 clusters Score -1015986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1015991.562500 Penalty: 4505.993164
	Iteration 45Q: 3 clusters Score -1015992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1016004.125000 Penalty: 4505.993164
	Iteration 46Q: 3 clusters Score -1016004 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1016018.250000 Penalty: 4505.993164
	Iteration 47Q: 3 clusters Score -1016018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1016029.312500 Penalty: 4505.993164
	Iteration 48Q: 3 clusters Score -1016029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1016040.687500 Penalty: 4505.993164
	Iteration 49Q: 3 clusters Score -1016041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1016053.000000 Penalty: 4505.993164
	Iteration 50Q: 3 clusters Score -1016053 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1016063.625000 Penalty: 4505.993164
	Iteration 51Q: 3 clusters Score -1016064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1016075.000000 Penalty: 4505.993164
	Iteration 52Q: 3 clusters Score -1016075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1016081.750000 Penalty: 4505.993164
	Iteration 53Q: 3 clusters Score -1016082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1016087.500000 Penalty: 4505.993164
	Iteration 54Q: 3 clusters Score -1016088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1016095.937500 Penalty: 4505.993164
	Iteration 55Q: 3 clusters Score -1016096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1016098.500000 Penalty: 4505.993164
	Iteration 56Q: 3 clusters Score -1016098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1016110.062500 Penalty: 4505.993164
	Iteration 57Q: 3 clusters Score -1016110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1016118.562500 Penalty: 4505.993164
	Iteration 58Q: 3 clusters Score -1016119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1016127.312500 Penalty: 4505.993164
	Iteration 59Q: 3 clusters Score -1016127 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1016135.125000 Penalty: 4505.993164
	Iteration 60F: 3 clusters Score -1016135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1016141.562500 Penalty: 4505.993164
	Iteration 61Q: 3 clusters Score -1016142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1016152.375000 Penalty: 4505.993164
	Iteration 62Q: 3 clusters Score -1016152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1016156.312500 Penalty: 4505.993164
	Iteration 63Q: 3 clusters Score -1016156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1016164.437500 Penalty: 4505.993164
	Iteration 64Q: 3 clusters Score -1016164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1016171.562500 Penalty: 4505.993164
	Iteration 65Q: 3 clusters Score -1016172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1016173.000000 Penalty: 4505.993164
	Iteration 66Q: 3 clusters Score -1016173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1016177.000000 Penalty: 4505.993164
	Iteration 67Q: 3 clusters Score -1016177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1016180.937500 Penalty: 4505.993164
	Iteration 68Q: 3 clusters Score -1016181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1016182.437500 Penalty: 4505.993164
	Iteration 69Q: 3 clusters Score -1016182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1016181.875000 Penalty: 4505.993164
	Iteration 70Q: 3 clusters Score -1016182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1016183.437500 Penalty: 4505.993164
	Iteration 71Q: 3 clusters Score -1016183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1016184.187500 Penalty: 4505.993164
	Iteration 72Q: 3 clusters Score -1016184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1016188.000000 Penalty: 4505.993164
	Iteration 73Q: 3 clusters Score -1016188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1016190.687500 Penalty: 4505.993164
	Iteration 74Q: 3 clusters Score -1016191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1016189.312500 Penalty: 4505.993164
	Iteration 75Q: 3 clusters Score -1016189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1016194.500000 Penalty: 4505.993164
	Iteration 76Q: 3 clusters Score -1016194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1016194.812500 Penalty: 4505.993164
	Iteration 77Q: 3 clusters Score -1016195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1016194.187500 Penalty: 4505.993164
	Iteration 78Q: 3 clusters Score -1016194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1016195.875000 Penalty: 4505.993164
	Iteration 79Q: 3 clusters Score -1016196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1016197.500000 Penalty: 4505.993164
	Iteration 80F: 3 clusters Score -1016198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1016197.187500 Penalty: 4505.993164
	Iteration 81Q: 3 clusters Score -1016197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1016200.500000 Penalty: 4505.993164
	Iteration 82Q: 3 clusters Score -1016200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1016202.062500 Penalty: 4505.993164
	Iteration 83Q: 3 clusters Score -1016202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1016201.250000 Penalty: 4505.993164
	Iteration 84Q: 3 clusters Score -1016201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1016201.187500 Penalty: 4505.993164
	Iteration 85Q: 3 clusters Score -1016201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1016201.625000 Penalty: 4505.993164
	Iteration 86Q: 3 clusters Score -1016202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1016202.812500 Penalty: 4505.993164
	Iteration 87Q: 3 clusters Score -1016203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1016203.937500 Penalty: 4505.993164
	Iteration 88Q: 3 clusters Score -1016204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1016204.562500 Penalty: 4505.993164
	Iteration 89Q: 3 clusters Score -1016205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1016204.750000 Penalty: 4505.993164
	Iteration 90Q: 3 clusters Score -1016205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1016205.125000 Penalty: 4505.993164
	Iteration 91Q: 3 clusters Score -1016205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1016205.125000 Penalty: 4505.993164
	Iteration 92F: 3 clusters Score -1016205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Entering Unmasked Estep 
Score: -4599991.000000 Penalty: 2612.244141
	Iteration 0F: 2 clusters Score -4599991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -4574452.000000 Penalty: 5224.488281
	Iteration 0F: 3 clusters Score -4574452 nChanged 17077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -4583837.500000 Penalty: 5224.488281
	Iteration 1F: 3 clusters Score -4583838 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -4584520.000000 Penalty: 5224.488281
	Iteration 2Q: 3 clusters Score -4584520 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -4585401.000000 Penalty: 5224.488281
	Iteration 3F: 3 clusters Score -4585401 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -4586665.000000 Penalty: 5224.488281
	Iteration 4F: 3 clusters Score -4586665 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -4588372.000000 Penalty: 5224.488281
	Iteration 5F: 3 clusters Score -4588372 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -4590330.000000 Penalty: 5224.488281
	Iteration 6F: 3 clusters Score -4590330 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -4592118.000000 Penalty: 5224.488281
	Iteration 7F: 3 clusters Score -4592118 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -4593668.000000 Penalty: 5224.488281
	Iteration 8F: 3 clusters Score -4593668 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -4594773.500000 Penalty: 5224.488281
	Iteration 9Q: 3 clusters Score -4594774 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -4595600.000000 Penalty: 5224.488281
	Iteration 10Q: 3 clusters Score -4595600 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -4596215.000000 Penalty: 5224.488281
	Iteration 11Q: 3 clusters Score -4596215 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -4596693.000000 Penalty: 5224.488281
	Iteration 12Q: 3 clusters Score -4596693 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -4597059.500000 Penalty: 5224.488281
	Iteration 13Q: 3 clusters Score -4597060 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -4597319.000000 Penalty: 5224.488281
	Iteration 14Q: 3 clusters Score -4597319 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -4597498.500000 Penalty: 5224.488281
	Iteration 15Q: 3 clusters Score -4597498 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -4597598.000000 Penalty: 5224.488281
	Iteration 16Q: 3 clusters Score -4597598 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -4597673.500000 Penalty: 5224.488281
	Iteration 17Q: 3 clusters Score -4597674 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -4597722.000000 Penalty: 5224.488281
	Iteration 18Q: 3 clusters Score -4597722 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -4597763.000000 Penalty: 5224.488281
	Iteration 19Q: 3 clusters Score -4597763 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -4597781.000000 Penalty: 5224.488281
	Iteration 20F: 3 clusters Score -4597781 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -4597812.500000 Penalty: 5224.488281
	Iteration 21Q: 3 clusters Score -4597812 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -4597836.000000 Penalty: 5224.488281
	Iteration 22Q: 3 clusters Score -4597836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -4597849.000000 Penalty: 5224.488281
	Iteration 23Q: 3 clusters Score -4597849 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -4597857.500000 Penalty: 5224.488281
	Iteration 24Q: 3 clusters Score -4597858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -4597862.500000 Penalty: 5224.488281
	Iteration 25Q: 3 clusters Score -4597862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -4597866.000000 Penalty: 5224.488281
	Iteration 26Q: 3 clusters Score -4597866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -4597868.500000 Penalty: 5224.488281
	Iteration 27Q: 3 clusters Score -4597868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -4597876.500000 Penalty: 5224.488281
	Iteration 28Q: 3 clusters Score -4597876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -4597880.000000 Penalty: 5224.488281
	Iteration 29Q: 3 clusters Score -4597880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -4597889.000000 Penalty: 5224.488281
	Iteration 30Q: 3 clusters Score -4597889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -4597890.500000 Penalty: 5224.488281
	Iteration 31Q: 3 clusters Score -4597890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -4597887.500000 Penalty: 5224.488281
	Iteration 32Q: 3 clusters Score -4597888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -4597888.500000 Penalty: 5224.488281
	Iteration 33Q: 3 clusters Score -4597888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -4597888.500000 Penalty: 5224.488281
	Iteration 34Q: 3 clusters Score -4597888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -4597893.500000 Penalty: 5224.488281
	Iteration 35Q: 3 clusters Score -4597894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -4597899.000000 Penalty: 5224.488281
	Iteration 36Q: 3 clusters Score -4597899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -4597895.500000 Penalty: 5224.488281
	Iteration 37Q: 3 clusters Score -4597896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -4597903.500000 Penalty: 5224.488281
	Iteration 38Q: 3 clusters Score -4597904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -4597909.000000 Penalty: 5224.488281
	Iteration 39Q: 3 clusters Score -4597909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -4597917.000000 Penalty: 5224.488281
	Iteration 40F: 3 clusters Score -4597917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -4597918.000000 Penalty: 5224.488281
	Iteration 41Q: 3 clusters Score -4597918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -4597921.500000 Penalty: 5224.488281
	Iteration 42Q: 3 clusters Score -4597922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -4597924.000000 Penalty: 5224.488281
	Iteration 43Q: 3 clusters Score -4597924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -4597924.000000 Penalty: 5224.488281
	Iteration 44F: 3 clusters Score -4597924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -75347.445312 Penalty: 1628.883301
	Iteration 0F: 2 clusters Score -75347.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -73770.906250 Penalty: 3257.766602
	Iteration 0F: 3 clusters Score -73770.91 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -74076.992188 Penalty: 3257.766602
	Iteration 1F: 3 clusters Score -74076.99 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -74211.453125 Penalty: 3257.766602
	Iteration 2F: 3 clusters Score -74211.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -74293.359375 Penalty: 3257.766602
	Iteration 3F: 3 clusters Score -74293.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -74337.468750 Penalty: 3257.766602
	Iteration 4Q: 3 clusters Score -74337.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -74392.343750 Penalty: 3257.766602
	Iteration 5Q: 3 clusters Score -74392.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -74440.296875 Penalty: 3257.766602
	Iteration 6Q: 3 clusters Score -74440.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -74485.789062 Penalty: 3257.766602
	Iteration 7Q: 3 clusters Score -74485.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -74508.093750 Penalty: 3257.766602
	Iteration 8Q: 3 clusters Score -74508.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -74517.195312 Penalty: 3257.766602
	Iteration 9Q: 3 clusters Score -74517.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -74521.046875 Penalty: 3257.766602
	Iteration 10Q: 3 clusters Score -74521.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -74525.914062 Penalty: 3257.766602
	Iteration 11Q: 3 clusters Score -74525.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -74525.914062 Penalty: 3257.766602
	Iteration 12F: 3 clusters Score -74525.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (194152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194152 members 
Entering Unmasked Estep 
Score: -23823810.000000 Penalty: 3019.746338
	Iteration 0F: 2 clusters Score -2.382381e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97357 members 
Mstep: Class 2 contains 96795 members 
Entering Unmasked Estep 
Score: -23699778.000000 Penalty: 6039.492676
	Iteration 0F: 3 clusters Score -2.369978e+07 nChanged 93521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101360 members 
Mstep: Class 2 contains 92792 members 
Entering Unmasked Estep 
Score: -23755500.000000 Penalty: 6039.492676
	Iteration 1F: 3 clusters Score -2.37555e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104015 members 
Mstep: Class 2 contains 90137 members 
Entering Unmasked Estep 
Score: -23757176.000000 Penalty: 6039.492676
	Iteration 2Q: 3 clusters Score -2.375718e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108207 members 
Mstep: Class 2 contains 85945 members 
Entering Unmasked Estep 
Score: -23759276.000000 Penalty: 6039.492676
	Iteration 3Q: 3 clusters Score -2.375928e+07 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114639 members 
Mstep: Class 2 contains 79513 members 
Entering Unmasked Estep 
Score: -23762882.000000 Penalty: 6039.492676
	Iteration 4Q: 3 clusters Score -2.376288e+07 nChanged 11005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123928 members 
Mstep: Class 2 contains 70224 members 
Entering Unmasked Estep 
Score: -23768910.000000 Penalty: 6039.492676
	Iteration 5F: 3 clusters Score -2.376891e+07 nChanged 13796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136638 members 
Mstep: Class 2 contains 57514 members 
Entering Unmasked Estep 
Score: -23778648.000000 Penalty: 6039.492676
	Iteration 6F: 3 clusters Score -2.377865e+07 nChanged 15643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151559 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -23790950.000000 Penalty: 6039.492676
	Iteration 7F: 3 clusters Score -2.379095e+07 nChanged 14719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166030 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -23802600.000000 Penalty: 6039.492676
	Iteration 8F: 3 clusters Score -2.38026e+07 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177583 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -23811200.000000 Penalty: 6039.492676
	Iteration 9F: 3 clusters Score -2.38112e+07 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185429 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -23816228.000000 Penalty: 6039.492676
	Iteration 10Q: 3 clusters Score -2.381623e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189906 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -23818950.000000 Penalty: 6039.492676
	Iteration 11Q: 3 clusters Score -2.381895e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192111 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -23820102.000000 Penalty: 6039.492676
	Iteration 12Q: 3 clusters Score -2.38201e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193093 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -23820640.000000 Penalty: 6039.492676
	Iteration 13Q: 3 clusters Score -2.382064e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193483 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -23820932.000000 Penalty: 6039.492676
	Iteration 14Q: 3 clusters Score -2.382093e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193650 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -23821064.000000 Penalty: 6039.492676
	Iteration 15Q: 3 clusters Score -2.382106e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193716 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -23821144.000000 Penalty: 6039.492676
	Iteration 16Q: 3 clusters Score -2.382114e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193751 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -23821178.000000 Penalty: 6039.492676
	Iteration 17Q: 3 clusters Score -2.382118e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193767 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -23821196.000000 Penalty: 6039.492676
	Iteration 18Q: 3 clusters Score -2.38212e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193776 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -23821198.000000 Penalty: 6039.492676
	Iteration 19Q: 3 clusters Score -2.38212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193779 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -23821218.000000 Penalty: 6039.492676
	Iteration 20F: 3 clusters Score -2.382122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193783 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -23821216.000000 Penalty: 6039.492676
	Iteration 21Q: 3 clusters Score -2.382122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193788 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -23821216.000000 Penalty: 6039.492676
	Iteration 22Q: 3 clusters Score -2.382122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193792 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -23821244.000000 Penalty: 6039.492676
	Iteration 23Q: 3 clusters Score -2.382124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193798 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -23821236.000000 Penalty: 6039.492676
	Iteration 24Q: 3 clusters Score -2.382124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193804 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -23821230.000000 Penalty: 6039.492676
	Iteration 25Q: 3 clusters Score -2.382123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193806 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -23821240.000000 Penalty: 6039.492676
	Iteration 26Q: 3 clusters Score -2.382124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193809 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -23821250.000000 Penalty: 6039.492676
	Iteration 27Q: 3 clusters Score -2.382125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193810 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -23821248.000000 Penalty: 6039.492676
	Iteration 28Q: 3 clusters Score -2.382125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193813 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -23821244.000000 Penalty: 6039.492676
	Iteration 29Q: 3 clusters Score -2.382124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193814 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -23821238.000000 Penalty: 6039.492676
	Iteration 30Q: 3 clusters Score -2.382124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193815 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -23821242.000000 Penalty: 6039.492676
	Iteration 31Q: 3 clusters Score -2.382124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193816 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -23821246.000000 Penalty: 6039.492676
	Iteration 32Q: 3 clusters Score -2.382125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193817 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -23821250.000000 Penalty: 6039.492676
	Iteration 33Q: 3 clusters Score -2.382125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193817 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -23821250.000000 Penalty: 6039.492676
	Iteration 34F: 3 clusters Score -2.382125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (128721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128721 members 
Entering Unmasked Estep 
Score: -15729400.000000 Penalty: 2917.819824
	Iteration 0F: 2 clusters Score -1.57294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64345 members 
Mstep: Class 2 contains 64376 members 
Entering Unmasked Estep 
Score: -15643324.000000 Penalty: 5835.639648
	Iteration 0F: 3 clusters Score -1.564332e+07 nChanged 61465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64540 members 
Mstep: Class 2 contains 64181 members 
Entering Unmasked Estep 
Score: -15679122.000000 Penalty: 5835.639648
	Iteration 1F: 3 clusters Score -1.567912e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -15680634.000000 Penalty: 5835.639648
	Iteration 2Q: 3 clusters Score -1.568063e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65629 members 
Mstep: Class 2 contains 63092 members 
Entering Unmasked Estep 
Score: -15682639.000000 Penalty: 5835.639648
	Iteration 3Q: 3 clusters Score -1.568264e+07 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66853 members 
Mstep: Class 2 contains 61868 members 
Entering Unmasked Estep 
Score: -15685565.000000 Penalty: 5835.639648
	Iteration 4Q: 3 clusters Score -1.568556e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68427 members 
Mstep: Class 2 contains 60294 members 
Entering Unmasked Estep 
Score: -15688953.000000 Penalty: 5835.639648
	Iteration 5F: 3 clusters Score -1.568895e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70334 members 
Mstep: Class 2 contains 58387 members 
Entering Unmasked Estep 
Score: -15692239.000000 Penalty: 5835.639648
	Iteration 6F: 3 clusters Score -1.569224e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72428 members 
Mstep: Class 2 contains 56293 members 
Entering Unmasked Estep 
Score: -15695063.000000 Penalty: 5835.639648
	Iteration 7F: 3 clusters Score -1.569506e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74612 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -15697595.000000 Penalty: 5835.639648
	Iteration 8Q: 3 clusters Score -1.56976e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76897 members 
Mstep: Class 2 contains 51824 members 
Entering Unmasked Estep 
Score: -15699238.000000 Penalty: 5835.639648
	Iteration 9Q: 3 clusters Score -1.569924e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79310 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -15700554.000000 Penalty: 5835.639648
	Iteration 10Q: 3 clusters Score -1.570055e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81997 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -15701643.000000 Penalty: 5835.639648
	Iteration 11Q: 3 clusters Score -1.570164e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85011 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -15702819.000000 Penalty: 5835.639648
	Iteration 12Q: 3 clusters Score -1.570282e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88377 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -15703859.000000 Penalty: 5835.639648
	Iteration 13Q: 3 clusters Score -1.570386e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92184 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -15705204.000000 Penalty: 5835.639648
	Iteration 14Q: 3 clusters Score -1.57052e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96437 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -15706933.000000 Penalty: 5835.639648
	Iteration 15Q: 3 clusters Score -1.570693e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100941 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -15708956.000000 Penalty: 5835.639648
	Iteration 16Q: 3 clusters Score -1.570896e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105749 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -15711355.000000 Penalty: 5835.639648
	Iteration 17Q: 3 clusters Score -1.571136e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110684 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -15714262.000000 Penalty: 5835.639648
	Iteration 18Q: 3 clusters Score -1.571426e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115356 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -15717422.000000 Penalty: 5835.639648
	Iteration 19Q: 3 clusters Score -1.571742e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119422 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -15720250.000000 Penalty: 5835.639648
	Iteration 20F: 3 clusters Score -1.572025e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122615 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -15722630.000000 Penalty: 5835.639648
	Iteration 21Q: 3 clusters Score -1.572263e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124919 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -15724501.000000 Penalty: 5835.639648
	Iteration 22Q: 3 clusters Score -1.57245e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126355 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -15725555.000000 Penalty: 5835.639648
	Iteration 23Q: 3 clusters Score -1.572556e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127116 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -15726154.000000 Penalty: 5835.639648
	Iteration 24Q: 3 clusters Score -1.572615e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127555 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -15726460.000000 Penalty: 5835.639648
	Iteration 25Q: 3 clusters Score -1.572646e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127782 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -15726600.000000 Penalty: 5835.639648
	Iteration 26Q: 3 clusters Score -1.57266e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127919 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -15726712.000000 Penalty: 5835.639648
	Iteration 27Q: 3 clusters Score -1.572671e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128000 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -15726757.000000 Penalty: 5835.639648
	Iteration 28Q: 3 clusters Score -1.572676e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128056 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -15726798.000000 Penalty: 5835.639648
	Iteration 29Q: 3 clusters Score -1.57268e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128092 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -15726813.000000 Penalty: 5835.639648
	Iteration 30Q: 3 clusters Score -1.572681e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128118 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -15726813.000000 Penalty: 5835.639648
	Iteration 31Q: 3 clusters Score -1.572681e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128136 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -15726818.000000 Penalty: 5835.639648
	Iteration 32Q: 3 clusters Score -1.572682e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128148 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -15726827.000000 Penalty: 5835.639648
	Iteration 33Q: 3 clusters Score -1.572683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128158 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -15726837.000000 Penalty: 5835.639648
	Iteration 34Q: 3 clusters Score -1.572684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128162 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -15726845.000000 Penalty: 5835.639648
	Iteration 35Q: 3 clusters Score -1.572684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128163 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -15726838.000000 Penalty: 5835.639648
	Iteration 36Q: 3 clusters Score -1.572684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128162 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -15726845.000000 Penalty: 5835.639648
	Iteration 37Q: 3 clusters Score -1.572684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128162 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -15726850.000000 Penalty: 5835.639648
	Iteration 38Q: 3 clusters Score -1.572685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128163 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -15726845.000000 Penalty: 5835.639648
	Iteration 39Q: 3 clusters Score -1.572684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128165 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -15726849.000000 Penalty: 5835.639648
	Iteration 40F: 3 clusters Score -1.572685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128169 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -15726866.000000 Penalty: 5835.639648
	Iteration 41Q: 3 clusters Score -1.572687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128176 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -15726867.000000 Penalty: 5835.639648
	Iteration 42Q: 3 clusters Score -1.572687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128178 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -15726876.000000 Penalty: 5835.639648
	Iteration 43Q: 3 clusters Score -1.572688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128179 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -15726888.000000 Penalty: 5835.639648
	Iteration 44Q: 3 clusters Score -1.572689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128184 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -15726888.000000 Penalty: 5835.639648
	Iteration 45Q: 3 clusters Score -1.572689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128187 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -15726889.000000 Penalty: 5835.639648
	Iteration 46Q: 3 clusters Score -1.572689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128193 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -15726888.000000 Penalty: 5835.639648
	Iteration 47Q: 3 clusters Score -1.572689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128200 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -15726886.000000 Penalty: 5835.639648
	Iteration 48Q: 3 clusters Score -1.572689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128203 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -15726886.000000 Penalty: 5835.639648
	Iteration 49Q: 3 clusters Score -1.572689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128203 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -15726881.000000 Penalty: 5835.639648
	Iteration 50Q: 3 clusters Score -1.572688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128204 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -15726878.000000 Penalty: 5835.639648
	Iteration 51Q: 3 clusters Score -1.572688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128204 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -15726878.000000 Penalty: 5835.639648
	Iteration 52F: 3 clusters Score -1.572688e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Entering Unmasked Estep 
Score: -2817074.500000 Penalty: 2493.620117
	Iteration 0F: 2 clusters Score -2817074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2800948.750000 Penalty: 4987.240234
	Iteration 0F: 3 clusters Score -2800949 nChanged 10278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2806563.750000 Penalty: 4987.240234
	Iteration 1F: 3 clusters Score -2806564 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2807028.750000 Penalty: 4987.240234
	Iteration 2F: 3 clusters Score -2807029 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2807415.250000 Penalty: 4987.240234
	Iteration 3Q: 3 clusters Score -2807415 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2807853.750000 Penalty: 4987.240234
	Iteration 4Q: 3 clusters Score -2807854 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2808306.750000 Penalty: 4987.240234
	Iteration 5Q: 3 clusters Score -2808307 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2808785.500000 Penalty: 4987.240234
	Iteration 6Q: 3 clusters Score -2808786 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2809372.750000 Penalty: 4987.240234
	Iteration 7Q: 3 clusters Score -2809373 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2810014.250000 Penalty: 4987.240234
	Iteration 8Q: 3 clusters Score -2810014 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2810847.500000 Penalty: 4987.240234
	Iteration 9F: 3 clusters Score -2810848 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2811613.250000 Penalty: 4987.240234
	Iteration 10Q: 3 clusters Score -2811613 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2812395.250000 Penalty: 4987.240234
	Iteration 11Q: 3 clusters Score -2812395 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2813114.250000 Penalty: 4987.240234
	Iteration 12Q: 3 clusters Score -2813114 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2813695.000000 Penalty: 4987.240234
	Iteration 13Q: 3 clusters Score -2813695 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2814059.500000 Penalty: 4987.240234
	Iteration 14Q: 3 clusters Score -2814060 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2814330.000000 Penalty: 4987.240234
	Iteration 15Q: 3 clusters Score -2814330 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2814472.000000 Penalty: 4987.240234
	Iteration 16Q: 3 clusters Score -2814472 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2814567.250000 Penalty: 4987.240234
	Iteration 17Q: 3 clusters Score -2814567 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2814657.250000 Penalty: 4987.240234
	Iteration 18Q: 3 clusters Score -2814657 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2814724.500000 Penalty: 4987.240234
	Iteration 19Q: 3 clusters Score -2814724 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2814794.750000 Penalty: 4987.240234
	Iteration 20F: 3 clusters Score -2814795 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2814839.750000 Penalty: 4987.240234
	Iteration 21Q: 3 clusters Score -2814840 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2814870.250000 Penalty: 4987.240234
	Iteration 22Q: 3 clusters Score -2814870 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2814915.250000 Penalty: 4987.240234
	Iteration 23Q: 3 clusters Score -2814915 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2814952.500000 Penalty: 4987.240234
	Iteration 24Q: 3 clusters Score -2814952 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2814994.750000 Penalty: 4987.240234
	Iteration 25Q: 3 clusters Score -2814995 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2815003.750000 Penalty: 4987.240234
	Iteration 26Q: 3 clusters Score -2815004 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2815027.500000 Penalty: 4987.240234
	Iteration 27Q: 3 clusters Score -2815028 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2815038.000000 Penalty: 4987.240234
	Iteration 28Q: 3 clusters Score -2815038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2815047.750000 Penalty: 4987.240234
	Iteration 29Q: 3 clusters Score -2815048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2815056.500000 Penalty: 4987.240234
	Iteration 30Q: 3 clusters Score -2815056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2815055.500000 Penalty: 4987.240234
	Iteration 31Q: 3 clusters Score -2815056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2815062.000000 Penalty: 4987.240234
	Iteration 32Q: 3 clusters Score -2815062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2815064.750000 Penalty: 4987.240234
	Iteration 33Q: 3 clusters Score -2815065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2815074.500000 Penalty: 4987.240234
	Iteration 34Q: 3 clusters Score -2815074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2815075.500000 Penalty: 4987.240234
	Iteration 35Q: 3 clusters Score -2815076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2815079.500000 Penalty: 4987.240234
	Iteration 36Q: 3 clusters Score -2815080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2815082.000000 Penalty: 4987.240234
	Iteration 37Q: 3 clusters Score -2815082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2815081.000000 Penalty: 4987.240234
	Iteration 38Q: 3 clusters Score -2815081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2815083.000000 Penalty: 4987.240234
	Iteration 39Q: 3 clusters Score -2815083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2815083.500000 Penalty: 4987.240234
	Iteration 40F: 3 clusters Score -2815084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2815082.500000 Penalty: 4987.240234
	Iteration 41Q: 3 clusters Score -2815082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2815084.750000 Penalty: 4987.240234
	Iteration 42Q: 3 clusters Score -2815085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2815086.000000 Penalty: 4987.240234
	Iteration 43Q: 3 clusters Score -2815086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2815082.500000 Penalty: 4987.240234
	Iteration 44Q: 3 clusters Score -2815082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2815087.500000 Penalty: 4987.240234
	Iteration 45Q: 3 clusters Score -2815088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2815089.000000 Penalty: 4987.240234
	Iteration 46Q: 3 clusters Score -2815089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2815086.000000 Penalty: 4987.240234
	Iteration 47Q: 3 clusters Score -2815086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2815088.000000 Penalty: 4987.240234
	Iteration 48Q: 3 clusters Score -2815088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2815089.250000 Penalty: 4987.240234
	Iteration 49Q: 3 clusters Score -2815089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2815090.250000 Penalty: 4987.240234
	Iteration 50Q: 3 clusters Score -2815090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2815085.000000 Penalty: 4987.240234
	Iteration 51Q: 3 clusters Score -2815085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2815084.750000 Penalty: 4987.240234
	Iteration 52Q: 3 clusters Score -2815085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2815082.500000 Penalty: 4987.240234
	Iteration 53Q: 3 clusters Score -2815082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2815085.000000 Penalty: 4987.240234
	Iteration 54Q: 3 clusters Score -2815085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2815086.500000 Penalty: 4987.240234
	Iteration 55Q: 3 clusters Score -2815086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2815086.500000 Penalty: 4987.240234
	Iteration 56Q: 3 clusters Score -2815086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2815091.500000 Penalty: 4987.240234
	Iteration 57Q: 3 clusters Score -2815092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2815091.500000 Penalty: 4987.240234
	Iteration 58Q: 3 clusters Score -2815092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2815096.500000 Penalty: 4987.240234
	Iteration 59Q: 3 clusters Score -2815096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2815093.250000 Penalty: 4987.240234
	Iteration 60F: 3 clusters Score -2815093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2815094.500000 Penalty: 4987.240234
	Iteration 61Q: 3 clusters Score -2815094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2815096.000000 Penalty: 4987.240234
	Iteration 62Q: 3 clusters Score -2815096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2815092.750000 Penalty: 4987.240234
	Iteration 63Q: 3 clusters Score -2815093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2815093.250000 Penalty: 4987.240234
	Iteration 64Q: 3 clusters Score -2815093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2815094.500000 Penalty: 4987.240234
	Iteration 65Q: 3 clusters Score -2815094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2815101.750000 Penalty: 4987.240234
	Iteration 66Q: 3 clusters Score -2815102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2815099.750000 Penalty: 4987.240234
	Iteration 67Q: 3 clusters Score -2815100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2815103.000000 Penalty: 4987.240234
	Iteration 68Q: 3 clusters Score -2815103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2815103.750000 Penalty: 4987.240234
	Iteration 69Q: 3 clusters Score -2815104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2815103.000000 Penalty: 4987.240234
	Iteration 70Q: 3 clusters Score -2815103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2815104.500000 Penalty: 4987.240234
	Iteration 71Q: 3 clusters Score -2815104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2815108.250000 Penalty: 4987.240234
	Iteration 72Q: 3 clusters Score -2815108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2815108.500000 Penalty: 4987.240234
	Iteration 73Q: 3 clusters Score -2815108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2815111.500000 Penalty: 4987.240234
	Iteration 74Q: 3 clusters Score -2815112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2815108.500000 Penalty: 4987.240234
	Iteration 75Q: 3 clusters Score -2815108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2815114.000000 Penalty: 4987.240234
	Iteration 76Q: 3 clusters Score -2815114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2815115.250000 Penalty: 4987.240234
	Iteration 77Q: 3 clusters Score -2815115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2815113.250000 Penalty: 4987.240234
	Iteration 78Q: 3 clusters Score -2815113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2815119.000000 Penalty: 4987.240234
	Iteration 79Q: 3 clusters Score -2815119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2815117.000000 Penalty: 4987.240234
	Iteration 80F: 3 clusters Score -2815117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2815115.500000 Penalty: 4987.240234
	Iteration 81Q: 3 clusters Score -2815116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2815121.500000 Penalty: 4987.240234
	Iteration 82Q: 3 clusters Score -2815122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2815122.750000 Penalty: 4987.240234
	Iteration 83Q: 3 clusters Score -2815123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2815122.250000 Penalty: 4987.240234
	Iteration 84Q: 3 clusters Score -2815122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2815122.000000 Penalty: 4987.240234
	Iteration 85Q: 3 clusters Score -2815122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2815123.000000 Penalty: 4987.240234
	Iteration 86Q: 3 clusters Score -2815123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2815127.000000 Penalty: 4987.240234
	Iteration 87Q: 3 clusters Score -2815127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2815126.750000 Penalty: 4987.240234
	Iteration 88Q: 3 clusters Score -2815127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2815125.750000 Penalty: 4987.240234
	Iteration 89Q: 3 clusters Score -2815126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2815125.750000 Penalty: 4987.240234
	Iteration 90F: 3 clusters Score -2815126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Entering Unmasked Estep 
Score: -1034463.000000 Penalty: 2253.024658
	Iteration 0F: 2 clusters Score -1034463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1027539.750000 Penalty: 4506.049316
	Iteration 0F: 3 clusters Score -1027540 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1029609.375000 Penalty: 4506.049316
	Iteration 1F: 3 clusters Score -1029609 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1029921.312500 Penalty: 4506.049316
	Iteration 2F: 3 clusters Score -1029921 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1030119.000000 Penalty: 4506.049316
	Iteration 3F: 3 clusters Score -1030119 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1030263.375000 Penalty: 4506.049316
	Iteration 4Q: 3 clusters Score -1030263 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1030387.125000 Penalty: 4506.049316
	Iteration 5Q: 3 clusters Score -1030387 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1030485.187500 Penalty: 4506.049316
	Iteration 6Q: 3 clusters Score -1030485 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1030576.000000 Penalty: 4506.049316
	Iteration 7Q: 3 clusters Score -1030576 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1030650.375000 Penalty: 4506.049316
	Iteration 8Q: 3 clusters Score -1030650 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1030712.375000 Penalty: 4506.049316
	Iteration 9Q: 3 clusters Score -1030712 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1030774.312500 Penalty: 4506.049316
	Iteration 10Q: 3 clusters Score -1030774 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1030829.437500 Penalty: 4506.049316
	Iteration 11Q: 3 clusters Score -1030829 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1030871.812500 Penalty: 4506.049316
	Iteration 12Q: 3 clusters Score -1030872 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1030920.187500 Penalty: 4506.049316
	Iteration 13Q: 3 clusters Score -1030920 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1030961.562500 Penalty: 4506.049316
	Iteration 14Q: 3 clusters Score -1030962 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1031009.562500 Penalty: 4506.049316
	Iteration 15Q: 3 clusters Score -1031010 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1031048.750000 Penalty: 4506.049316
	Iteration 16Q: 3 clusters Score -1031049 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1031100.500000 Penalty: 4506.049316
	Iteration 17Q: 3 clusters Score -1031100 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1031146.937500 Penalty: 4506.049316
	Iteration 18Q: 3 clusters Score -1031147 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1031199.937500 Penalty: 4506.049316
	Iteration 19Q: 3 clusters Score -1031200 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1031251.812500 Penalty: 4506.049316
	Iteration 20F: 3 clusters Score -1031252 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1031304.375000 Penalty: 4506.049316
	Iteration 21Q: 3 clusters Score -1031304 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1031362.187500 Penalty: 4506.049316
	Iteration 22Q: 3 clusters Score -1031362 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1031421.125000 Penalty: 4506.049316
	Iteration 23Q: 3 clusters Score -1031421 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1031484.812500 Penalty: 4506.049316
	Iteration 24Q: 3 clusters Score -1031485 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1031555.500000 Penalty: 4506.049316
	Iteration 25Q: 3 clusters Score -1031556 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1031640.187500 Penalty: 4506.049316
	Iteration 26Q: 3 clusters Score -1031640 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1031700.437500 Penalty: 4506.049316
	Iteration 27Q: 3 clusters Score -1031700 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1031767.625000 Penalty: 4506.049316
	Iteration 28Q: 3 clusters Score -1031768 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1031835.875000 Penalty: 4506.049316
	Iteration 29Q: 3 clusters Score -1031836 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1031906.562500 Penalty: 4506.049316
	Iteration 30Q: 3 clusters Score -1031907 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1031970.437500 Penalty: 4506.049316
	Iteration 31Q: 3 clusters Score -1031970 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1032024.875000 Penalty: 4506.049316
	Iteration 32Q: 3 clusters Score -1032025 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1032066.000000 Penalty: 4506.049316
	Iteration 33Q: 3 clusters Score -1032066 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1032102.250000 Penalty: 4506.049316
	Iteration 34Q: 3 clusters Score -1032102 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1032135.125000 Penalty: 4506.049316
	Iteration 35Q: 3 clusters Score -1032135 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1032169.000000 Penalty: 4506.049316
	Iteration 36Q: 3 clusters Score -1032169 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1032196.625000 Penalty: 4506.049316
	Iteration 37Q: 3 clusters Score -1032197 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1032222.625000 Penalty: 4506.049316
	Iteration 38Q: 3 clusters Score -1032223 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1032247.750000 Penalty: 4506.049316
	Iteration 39Q: 3 clusters Score -1032248 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1032273.250000 Penalty: 4506.049316
	Iteration 40F: 3 clusters Score -1032273 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1032292.312500 Penalty: 4506.049316
	Iteration 41Q: 3 clusters Score -1032292 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1032310.500000 Penalty: 4506.049316
	Iteration 42Q: 3 clusters Score -1032310 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1032327.625000 Penalty: 4506.049316
	Iteration 43Q: 3 clusters Score -1032328 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1032356.000000 Penalty: 4506.049316
	Iteration 44Q: 3 clusters Score -1032356 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1032383.312500 Penalty: 4506.049316
	Iteration 45Q: 3 clusters Score -1032383 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1032404.187500 Penalty: 4506.049316
	Iteration 46Q: 3 clusters Score -1032404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1032417.250000 Penalty: 4506.049316
	Iteration 47Q: 3 clusters Score -1032417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1032428.187500 Penalty: 4506.049316
	Iteration 48Q: 3 clusters Score -1032428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1032437.250000 Penalty: 4506.049316
	Iteration 49Q: 3 clusters Score -1032437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1032450.562500 Penalty: 4506.049316
	Iteration 50Q: 3 clusters Score -1032451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1032456.812500 Penalty: 4506.049316
	Iteration 51Q: 3 clusters Score -1032457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1032462.500000 Penalty: 4506.049316
	Iteration 52Q: 3 clusters Score -1032462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1032469.687500 Penalty: 4506.049316
	Iteration 53Q: 3 clusters Score -1032470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1032475.375000 Penalty: 4506.049316
	Iteration 54Q: 3 clusters Score -1032475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1032480.000000 Penalty: 4506.049316
	Iteration 55Q: 3 clusters Score -1032480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1032481.000000 Penalty: 4506.049316
	Iteration 56Q: 3 clusters Score -1032481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1032484.875000 Penalty: 4506.049316
	Iteration 57Q: 3 clusters Score -1032485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1032490.187500 Penalty: 4506.049316
	Iteration 58Q: 3 clusters Score -1032490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1032498.500000 Penalty: 4506.049316
	Iteration 59Q: 3 clusters Score -1032498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1032506.562500 Penalty: 4506.049316
	Iteration 60F: 3 clusters Score -1032507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1032516.500000 Penalty: 4506.049316
	Iteration 61Q: 3 clusters Score -1032516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1032520.750000 Penalty: 4506.049316
	Iteration 62Q: 3 clusters Score -1032521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1032525.125000 Penalty: 4506.049316
	Iteration 63Q: 3 clusters Score -1032525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1032535.250000 Penalty: 4506.049316
	Iteration 64Q: 3 clusters Score -1032535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1032538.625000 Penalty: 4506.049316
	Iteration 65Q: 3 clusters Score -1032539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1032545.875000 Penalty: 4506.049316
	Iteration 66Q: 3 clusters Score -1032546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1032550.062500 Penalty: 4506.049316
	Iteration 67Q: 3 clusters Score -1032550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1032553.687500 Penalty: 4506.049316
	Iteration 68Q: 3 clusters Score -1032554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1032555.562500 Penalty: 4506.049316
	Iteration 69Q: 3 clusters Score -1032556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1032557.312500 Penalty: 4506.049316
	Iteration 70Q: 3 clusters Score -1032557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1032560.000000 Penalty: 4506.049316
	Iteration 71Q: 3 clusters Score -1032560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1032560.812500 Penalty: 4506.049316
	Iteration 72Q: 3 clusters Score -1032561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1032561.562500 Penalty: 4506.049316
	Iteration 73Q: 3 clusters Score -1032562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1032562.875000 Penalty: 4506.049316
	Iteration 74Q: 3 clusters Score -1032563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1032563.937500 Penalty: 4506.049316
	Iteration 75Q: 3 clusters Score -1032564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1032563.937500 Penalty: 4506.049316
	Iteration 76Q: 3 clusters Score -1032564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1032564.562500 Penalty: 4506.049316
	Iteration 77Q: 3 clusters Score -1032565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1032567.750000 Penalty: 4506.049316
	Iteration 78Q: 3 clusters Score -1032568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1032567.687500 Penalty: 4506.049316
	Iteration 79Q: 3 clusters Score -1032568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1032568.312500 Penalty: 4506.049316
	Iteration 80F: 3 clusters Score -1032568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1032568.250000 Penalty: 4506.049316
	Iteration 81Q: 3 clusters Score -1032568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1032569.062500 Penalty: 4506.049316
	Iteration 82Q: 3 clusters Score -1032569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1032571.562500 Penalty: 4506.049316
	Iteration 83Q: 3 clusters Score -1032572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1032572.812500 Penalty: 4506.049316
	Iteration 84Q: 3 clusters Score -1032573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1032572.812500 Penalty: 4506.049316
	Iteration 85Q: 3 clusters Score -1032573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1032572.312500 Penalty: 4506.049316
	Iteration 86Q: 3 clusters Score -1032572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1032572.312500 Penalty: 4506.049316
	Iteration 87F: 3 clusters Score -1032572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Entering Unmasked Estep 
Score: -1194248.125000 Penalty: 2281.145264
	Iteration 0F: 2 clusters Score -1194248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1186627.625000 Penalty: 4562.290527
	Iteration 0F: 3 clusters Score -1186628 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1188868.750000 Penalty: 4562.290527
	Iteration 1F: 3 clusters Score -1188869 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1189220.625000 Penalty: 4562.290527
	Iteration 2F: 3 clusters Score -1189221 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1189529.125000 Penalty: 4562.290527
	Iteration 3F: 3 clusters Score -1189529 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1189817.000000 Penalty: 4562.290527
	Iteration 4Q: 3 clusters Score -1189817 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1190094.625000 Penalty: 4562.290527
	Iteration 5Q: 3 clusters Score -1190095 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1190354.625000 Penalty: 4562.290527
	Iteration 6Q: 3 clusters Score -1190355 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1190628.125000 Penalty: 4562.290527
	Iteration 7Q: 3 clusters Score -1190628 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1190917.250000 Penalty: 4562.290527
	Iteration 8Q: 3 clusters Score -1190917 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1191170.500000 Penalty: 4562.290527
	Iteration 9Q: 3 clusters Score -1191170 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1191381.250000 Penalty: 4562.290527
	Iteration 10Q: 3 clusters Score -1191381 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1191528.000000 Penalty: 4562.290527
	Iteration 11Q: 3 clusters Score -1191528 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1191625.750000 Penalty: 4562.290527
	Iteration 12Q: 3 clusters Score -1191626 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1191700.750000 Penalty: 4562.290527
	Iteration 13Q: 3 clusters Score -1191701 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1191765.125000 Penalty: 4562.290527
	Iteration 14Q: 3 clusters Score -1191765 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1191818.250000 Penalty: 4562.290527
	Iteration 15Q: 3 clusters Score -1191818 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1191858.250000 Penalty: 4562.290527
	Iteration 16Q: 3 clusters Score -1191858 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1191894.000000 Penalty: 4562.290527
	Iteration 17Q: 3 clusters Score -1191894 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1191934.250000 Penalty: 4562.290527
	Iteration 18Q: 3 clusters Score -1191934 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1191962.375000 Penalty: 4562.290527
	Iteration 19Q: 3 clusters Score -1191962 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1191983.125000 Penalty: 4562.290527
	Iteration 20F: 3 clusters Score -1191983 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1192006.750000 Penalty: 4562.290527
	Iteration 21Q: 3 clusters Score -1192007 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1192026.125000 Penalty: 4562.290527
	Iteration 22Q: 3 clusters Score -1192026 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1192041.625000 Penalty: 4562.290527
	Iteration 23Q: 3 clusters Score -1192042 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1192049.750000 Penalty: 4562.290527
	Iteration 24Q: 3 clusters Score -1192050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1192052.750000 Penalty: 4562.290527
	Iteration 25Q: 3 clusters Score -1192053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1192058.125000 Penalty: 4562.290527
	Iteration 26Q: 3 clusters Score -1192058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1192067.250000 Penalty: 4562.290527
	Iteration 27Q: 3 clusters Score -1192067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1192070.000000 Penalty: 4562.290527
	Iteration 28Q: 3 clusters Score -1192070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1192074.875000 Penalty: 4562.290527
	Iteration 29Q: 3 clusters Score -1192075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1192079.000000 Penalty: 4562.290527
	Iteration 30Q: 3 clusters Score -1192079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1192080.875000 Penalty: 4562.290527
	Iteration 31Q: 3 clusters Score -1192081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1192083.375000 Penalty: 4562.290527
	Iteration 32Q: 3 clusters Score -1192083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1192088.625000 Penalty: 4562.290527
	Iteration 33Q: 3 clusters Score -1192089 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1192094.125000 Penalty: 4562.290527
	Iteration 34Q: 3 clusters Score -1192094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1192099.250000 Penalty: 4562.290527
	Iteration 35Q: 3 clusters Score -1192099 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1192109.625000 Penalty: 4562.290527
	Iteration 36Q: 3 clusters Score -1192110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1192116.375000 Penalty: 4562.290527
	Iteration 37Q: 3 clusters Score -1192116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1192128.250000 Penalty: 4562.290527
	Iteration 38Q: 3 clusters Score -1192128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1192138.875000 Penalty: 4562.290527
	Iteration 39Q: 3 clusters Score -1192139 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1192145.000000 Penalty: 4562.290527
	Iteration 40F: 3 clusters Score -1192145 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1192152.375000 Penalty: 4562.290527
	Iteration 41Q: 3 clusters Score -1192152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1192155.000000 Penalty: 4562.290527
	Iteration 42Q: 3 clusters Score -1192155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1192157.125000 Penalty: 4562.290527
	Iteration 43Q: 3 clusters Score -1192157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1192157.750000 Penalty: 4562.290527
	Iteration 44Q: 3 clusters Score -1192158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1192158.750000 Penalty: 4562.290527
	Iteration 45Q: 3 clusters Score -1192159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1192159.125000 Penalty: 4562.290527
	Iteration 46Q: 3 clusters Score -1192159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1192157.625000 Penalty: 4562.290527
	Iteration 47Q: 3 clusters Score -1192158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1192160.000000 Penalty: 4562.290527
	Iteration 48Q: 3 clusters Score -1192160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1192159.000000 Penalty: 4562.290527
	Iteration 49Q: 3 clusters Score -1192159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1192158.750000 Penalty: 4562.290527
	Iteration 50Q: 3 clusters Score -1192159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1192158.000000 Penalty: 4562.290527
	Iteration 51Q: 3 clusters Score -1192158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1192158.000000 Penalty: 4562.290527
	Iteration 52F: 3 clusters Score -1192158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Entering Unmasked Estep 
Score: -1432897.875000 Penalty: 2322.677002
	Iteration 0F: 2 clusters Score -1432898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1424118.875000 Penalty: 4645.354004
	Iteration 0F: 3 clusters Score -1424119 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1426776.375000 Penalty: 4645.354004
	Iteration 1F: 3 clusters Score -1426776 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1427258.000000 Penalty: 4645.354004
	Iteration 2F: 3 clusters Score -1427258 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1427731.750000 Penalty: 4645.354004
	Iteration 3F: 3 clusters Score -1427732 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1428269.125000 Penalty: 4645.354004
	Iteration 4F: 3 clusters Score -1428269 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1428868.625000 Penalty: 4645.354004
	Iteration 5F: 3 clusters Score -1428869 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1429482.500000 Penalty: 4645.354004
	Iteration 6F: 3 clusters Score -1429482 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1430052.750000 Penalty: 4645.354004
	Iteration 7F: 3 clusters Score -1430053 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1430586.750000 Penalty: 4645.354004
	Iteration 8Q: 3 clusters Score -1430587 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1430990.750000 Penalty: 4645.354004
	Iteration 9Q: 3 clusters Score -1430991 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1431233.625000 Penalty: 4645.354004
	Iteration 10Q: 3 clusters Score -1431234 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1431389.875000 Penalty: 4645.354004
	Iteration 11Q: 3 clusters Score -1431390 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1431486.875000 Penalty: 4645.354004
	Iteration 12Q: 3 clusters Score -1431487 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1431554.125000 Penalty: 4645.354004
	Iteration 13Q: 3 clusters Score -1431554 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1431609.250000 Penalty: 4645.354004
	Iteration 14Q: 3 clusters Score -1431609 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1431640.500000 Penalty: 4645.354004
	Iteration 15Q: 3 clusters Score -1431640 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1431663.000000 Penalty: 4645.354004
	Iteration 16Q: 3 clusters Score -1431663 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1431683.875000 Penalty: 4645.354004
	Iteration 17Q: 3 clusters Score -1431684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1431695.625000 Penalty: 4645.354004
	Iteration 18Q: 3 clusters Score -1431696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1431700.750000 Penalty: 4645.354004
	Iteration 19Q: 3 clusters Score -1431701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1431703.250000 Penalty: 4645.354004
	Iteration 20F: 3 clusters Score -1431703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1431714.375000 Penalty: 4645.354004
	Iteration 21Q: 3 clusters Score -1431714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1431723.875000 Penalty: 4645.354004
	Iteration 22Q: 3 clusters Score -1431724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1431732.250000 Penalty: 4645.354004
	Iteration 23Q: 3 clusters Score -1431732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1431741.125000 Penalty: 4645.354004
	Iteration 24Q: 3 clusters Score -1431741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1431751.250000 Penalty: 4645.354004
	Iteration 25Q: 3 clusters Score -1431751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1431774.375000 Penalty: 4645.354004
	Iteration 26Q: 3 clusters Score -1431774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1431789.250000 Penalty: 4645.354004
	Iteration 27Q: 3 clusters Score -1431789 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1431809.750000 Penalty: 4645.354004
	Iteration 28Q: 3 clusters Score -1431810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1431820.125000 Penalty: 4645.354004
	Iteration 29Q: 3 clusters Score -1431820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1431840.250000 Penalty: 4645.354004
	Iteration 30Q: 3 clusters Score -1431840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1431842.875000 Penalty: 4645.354004
	Iteration 31Q: 3 clusters Score -1431843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1431847.375000 Penalty: 4645.354004
	Iteration 32Q: 3 clusters Score -1431847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1431847.000000 Penalty: 4645.354004
	Iteration 33Q: 3 clusters Score -1431847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1431848.125000 Penalty: 4645.354004
	Iteration 34Q: 3 clusters Score -1431848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1431848.625000 Penalty: 4645.354004
	Iteration 35Q: 3 clusters Score -1431849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1431848.625000 Penalty: 4645.354004
	Iteration 36F: 3 clusters Score -1431849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Entering Unmasked Estep 
Score: -3848243.750000 Penalty: 2566.156006
	Iteration 0F: 2 clusters Score -3848244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -3826862.750000 Penalty: 5132.312012
	Iteration 0F: 3 clusters Score -3826863 nChanged 14047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -3834683.000000 Penalty: 5132.312012
	Iteration 1F: 3 clusters Score -3834683 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -3835137.750000 Penalty: 5132.312012
	Iteration 2Q: 3 clusters Score -3835138 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -3835530.500000 Penalty: 5132.312012
	Iteration 3Q: 3 clusters Score -3835530 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -3835870.750000 Penalty: 5132.312012
	Iteration 4Q: 3 clusters Score -3835871 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -3836213.250000 Penalty: 5132.312012
	Iteration 5Q: 3 clusters Score -3836213 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -3836646.500000 Penalty: 5132.312012
	Iteration 6Q: 3 clusters Score -3836646 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -3837248.250000 Penalty: 5132.312012
	Iteration 7Q: 3 clusters Score -3837248 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -3838039.750000 Penalty: 5132.312012
	Iteration 8F: 3 clusters Score -3838040 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -3839074.250000 Penalty: 5132.312012
	Iteration 9F: 3 clusters Score -3839074 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -3840189.250000 Penalty: 5132.312012
	Iteration 10F: 3 clusters Score -3840189 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -3841455.000000 Penalty: 5132.312012
	Iteration 11F: 3 clusters Score -3841455 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -3842706.500000 Penalty: 5132.312012
	Iteration 12F: 3 clusters Score -3842706 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -3843824.750000 Penalty: 5132.312012
	Iteration 13Q: 3 clusters Score -3843825 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -3844659.500000 Penalty: 5132.312012
	Iteration 14Q: 3 clusters Score -3844660 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -3845233.000000 Penalty: 5132.312012
	Iteration 15Q: 3 clusters Score -3845233 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -3845561.000000 Penalty: 5132.312012
	Iteration 16Q: 3 clusters Score -3845561 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -3845695.750000 Penalty: 5132.312012
	Iteration 17Q: 3 clusters Score -3845696 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -3845792.750000 Penalty: 5132.312012
	Iteration 18Q: 3 clusters Score -3845793 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -3845856.750000 Penalty: 5132.312012
	Iteration 19Q: 3 clusters Score -3845857 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -3845902.000000 Penalty: 5132.312012
	Iteration 20F: 3 clusters Score -3845902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -3845947.250000 Penalty: 5132.312012
	Iteration 21Q: 3 clusters Score -3845947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -3845973.250000 Penalty: 5132.312012
	Iteration 22Q: 3 clusters Score -3845973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -3845994.000000 Penalty: 5132.312012
	Iteration 23Q: 3 clusters Score -3845994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -3846004.000000 Penalty: 5132.312012
	Iteration 24Q: 3 clusters Score -3846004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -3846004.750000 Penalty: 5132.312012
	Iteration 25Q: 3 clusters Score -3846005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -3846019.000000 Penalty: 5132.312012
	Iteration 26Q: 3 clusters Score -3846019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -3846021.250000 Penalty: 5132.312012
	Iteration 27Q: 3 clusters Score -3846021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -3846031.500000 Penalty: 5132.312012
	Iteration 28Q: 3 clusters Score -3846032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -3846041.500000 Penalty: 5132.312012
	Iteration 29Q: 3 clusters Score -3846042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -3846042.500000 Penalty: 5132.312012
	Iteration 30Q: 3 clusters Score -3846042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -3846045.500000 Penalty: 5132.312012
	Iteration 31Q: 3 clusters Score -3846046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -3846046.250000 Penalty: 5132.312012
	Iteration 32Q: 3 clusters Score -3846046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -3846047.750000 Penalty: 5132.312012
	Iteration 33Q: 3 clusters Score -3846048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -3846046.500000 Penalty: 5132.312012
	Iteration 34Q: 3 clusters Score -3846046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -3846045.500000 Penalty: 5132.312012
	Iteration 35Q: 3 clusters Score -3846046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -3846051.750000 Penalty: 5132.312012
	Iteration 36Q: 3 clusters Score -3846052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -3846055.500000 Penalty: 5132.312012
	Iteration 37Q: 3 clusters Score -3846056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -3846056.750000 Penalty: 5132.312012
	Iteration 38Q: 3 clusters Score -3846057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -3846056.750000 Penalty: 5132.312012
	Iteration 39F: 3 clusters Score -3846057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Entering Unmasked Estep 
Score: -1326630.000000 Penalty: 2309.799805
	Iteration 0F: 2 clusters Score -1326630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1318268.000000 Penalty: 4619.599609
	Iteration 0F: 3 clusters Score -1318268 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1320826.125000 Penalty: 4619.599609
	Iteration 1F: 3 clusters Score -1320826 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1321188.375000 Penalty: 4619.599609
	Iteration 2F: 3 clusters Score -1321188 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1321435.750000 Penalty: 4619.599609
	Iteration 3F: 3 clusters Score -1321436 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1321630.750000 Penalty: 4619.599609
	Iteration 4Q: 3 clusters Score -1321631 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1321794.250000 Penalty: 4619.599609
	Iteration 5Q: 3 clusters Score -1321794 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1321947.125000 Penalty: 4619.599609
	Iteration 6Q: 3 clusters Score -1321947 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1322075.500000 Penalty: 4619.599609
	Iteration 7Q: 3 clusters Score -1322076 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1322220.750000 Penalty: 4619.599609
	Iteration 8Q: 3 clusters Score -1322221 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1322364.250000 Penalty: 4619.599609
	Iteration 9Q: 3 clusters Score -1322364 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1322528.000000 Penalty: 4619.599609
	Iteration 10Q: 3 clusters Score -1322528 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1322698.875000 Penalty: 4619.599609
	Iteration 11Q: 3 clusters Score -1322699 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1322834.125000 Penalty: 4619.599609
	Iteration 12Q: 3 clusters Score -1322834 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1322970.875000 Penalty: 4619.599609
	Iteration 13Q: 3 clusters Score -1322971 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1323103.125000 Penalty: 4619.599609
	Iteration 14Q: 3 clusters Score -1323103 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1323249.625000 Penalty: 4619.599609
	Iteration 15Q: 3 clusters Score -1323250 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1323376.500000 Penalty: 4619.599609
	Iteration 16Q: 3 clusters Score -1323376 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1323502.125000 Penalty: 4619.599609
	Iteration 17Q: 3 clusters Score -1323502 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1323618.250000 Penalty: 4619.599609
	Iteration 18Q: 3 clusters Score -1323618 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1323727.125000 Penalty: 4619.599609
	Iteration 19Q: 3 clusters Score -1323727 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1323833.375000 Penalty: 4619.599609
	Iteration 20F: 3 clusters Score -1323833 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1323944.875000 Penalty: 4619.599609
	Iteration 21Q: 3 clusters Score -1323945 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1324074.625000 Penalty: 4619.599609
	Iteration 22Q: 3 clusters Score -1324075 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1324210.000000 Penalty: 4619.599609
	Iteration 23Q: 3 clusters Score -1324210 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1324367.875000 Penalty: 4619.599609
	Iteration 24Q: 3 clusters Score -1324368 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1324504.125000 Penalty: 4619.599609
	Iteration 25Q: 3 clusters Score -1324504 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1324639.625000 Penalty: 4619.599609
	Iteration 26Q: 3 clusters Score -1324640 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1324776.875000 Penalty: 4619.599609
	Iteration 27Q: 3 clusters Score -1324777 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1324887.500000 Penalty: 4619.599609
	Iteration 28Q: 3 clusters Score -1324888 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1324962.750000 Penalty: 4619.599609
	Iteration 29Q: 3 clusters Score -1324963 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1325032.500000 Penalty: 4619.599609
	Iteration 30Q: 3 clusters Score -1325032 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1325087.125000 Penalty: 4619.599609
	Iteration 31Q: 3 clusters Score -1325087 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1325142.000000 Penalty: 4619.599609
	Iteration 32Q: 3 clusters Score -1325142 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1325176.375000 Penalty: 4619.599609
	Iteration 33Q: 3 clusters Score -1325176 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1325193.000000 Penalty: 4619.599609
	Iteration 34Q: 3 clusters Score -1325193 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1325209.750000 Penalty: 4619.599609
	Iteration 35Q: 3 clusters Score -1325210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1325229.000000 Penalty: 4619.599609
	Iteration 36Q: 3 clusters Score -1325229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1325237.250000 Penalty: 4619.599609
	Iteration 37Q: 3 clusters Score -1325237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1325239.250000 Penalty: 4619.599609
	Iteration 38Q: 3 clusters Score -1325239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1325244.750000 Penalty: 4619.599609
	Iteration 39Q: 3 clusters Score -1325245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1325255.000000 Penalty: 4619.599609
	Iteration 40F: 3 clusters Score -1325255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1325258.375000 Penalty: 4619.599609
	Iteration 41Q: 3 clusters Score -1325258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1325262.500000 Penalty: 4619.599609
	Iteration 42Q: 3 clusters Score -1325262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1325267.000000 Penalty: 4619.599609
	Iteration 43Q: 3 clusters Score -1325267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1325268.875000 Penalty: 4619.599609
	Iteration 44Q: 3 clusters Score -1325269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1325270.750000 Penalty: 4619.599609
	Iteration 45Q: 3 clusters Score -1325271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1325269.250000 Penalty: 4619.599609
	Iteration 46Q: 3 clusters Score -1325269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1325271.875000 Penalty: 4619.599609
	Iteration 47Q: 3 clusters Score -1325272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1325271.875000 Penalty: 4619.599609
	Iteration 48F: 3 clusters Score -1325272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Entering Unmasked Estep 
Score: -3266131.000000 Penalty: 2527.459717
	Iteration 0F: 2 clusters Score -3266131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -3247768.000000 Penalty: 5054.919434
	Iteration 0F: 3 clusters Score -3247768 nChanged 11987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -3254254.000000 Penalty: 5054.919434
	Iteration 1F: 3 clusters Score -3254254 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -3254790.750000 Penalty: 5054.919434
	Iteration 2F: 3 clusters Score -3254791 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -3255366.500000 Penalty: 5054.919434
	Iteration 3Q: 3 clusters Score -3255366 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -3256020.250000 Penalty: 5054.919434
	Iteration 4F: 3 clusters Score -3256020 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -3256835.000000 Penalty: 5054.919434
	Iteration 5F: 3 clusters Score -3256835 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -3257833.500000 Penalty: 5054.919434
	Iteration 6F: 3 clusters Score -3257834 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -3258940.250000 Penalty: 5054.919434
	Iteration 7F: 3 clusters Score -3258940 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -3260124.000000 Penalty: 5054.919434
	Iteration 8F: 3 clusters Score -3260124 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3261279.000000 Penalty: 5054.919434
	Iteration 9F: 3 clusters Score -3261279 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3262233.250000 Penalty: 5054.919434
	Iteration 10Q: 3 clusters Score -3262233 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3262928.750000 Penalty: 5054.919434
	Iteration 11Q: 3 clusters Score -3262929 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3263375.500000 Penalty: 5054.919434
	Iteration 12Q: 3 clusters Score -3263376 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3263635.750000 Penalty: 5054.919434
	Iteration 13Q: 3 clusters Score -3263636 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3263800.250000 Penalty: 5054.919434
	Iteration 14Q: 3 clusters Score -3263800 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3263893.750000 Penalty: 5054.919434
	Iteration 15Q: 3 clusters Score -3263894 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3263956.250000 Penalty: 5054.919434
	Iteration 16Q: 3 clusters Score -3263956 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3264017.000000 Penalty: 5054.919434
	Iteration 17Q: 3 clusters Score -3264017 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3264054.000000 Penalty: 5054.919434
	Iteration 18Q: 3 clusters Score -3264054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3264088.750000 Penalty: 5054.919434
	Iteration 19Q: 3 clusters Score -3264089 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3264110.500000 Penalty: 5054.919434
	Iteration 20F: 3 clusters Score -3264110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3264123.250000 Penalty: 5054.919434
	Iteration 21Q: 3 clusters Score -3264123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3264138.000000 Penalty: 5054.919434
	Iteration 22Q: 3 clusters Score -3264138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3264142.250000 Penalty: 5054.919434
	Iteration 23Q: 3 clusters Score -3264142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3264150.000000 Penalty: 5054.919434
	Iteration 24Q: 3 clusters Score -3264150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3264151.500000 Penalty: 5054.919434
	Iteration 25Q: 3 clusters Score -3264152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3264155.000000 Penalty: 5054.919434
	Iteration 26Q: 3 clusters Score -3264155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3264157.250000 Penalty: 5054.919434
	Iteration 27Q: 3 clusters Score -3264157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3264157.250000 Penalty: 5054.919434
	Iteration 28F: 3 clusters Score -3264157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (231104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231104 members 
Entering Unmasked Estep 
Score: -28204282.000000 Penalty: 3062.954590
	Iteration 0F: 2 clusters Score -2.820428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115667 members 
Mstep: Class 2 contains 115437 members 
Entering Unmasked Estep 
Score: -28051558.000000 Penalty: 6125.909180
	Iteration 0F: 3 clusters Score -2.805156e+07 nChanged 111773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117578 members 
Mstep: Class 2 contains 113526 members 
Entering Unmasked Estep 
Score: -28119068.000000 Penalty: 6125.909180
	Iteration 1F: 3 clusters Score -2.811907e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118987 members 
Mstep: Class 2 contains 112117 members 
Entering Unmasked Estep 
Score: -28120922.000000 Penalty: 6125.909180
	Iteration 2Q: 3 clusters Score -2.812092e+07 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121343 members 
Mstep: Class 2 contains 109761 members 
Entering Unmasked Estep 
Score: -28123440.000000 Penalty: 6125.909180
	Iteration 3Q: 3 clusters Score -2.812344e+07 nChanged 9369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124816 members 
Mstep: Class 2 contains 106288 members 
Entering Unmasked Estep 
Score: -28127040.000000 Penalty: 6125.909180
	Iteration 4Q: 3 clusters Score -2.812704e+07 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129752 members 
Mstep: Class 2 contains 101352 members 
Entering Unmasked Estep 
Score: -28131046.000000 Penalty: 6125.909180
	Iteration 5Q: 3 clusters Score -2.813105e+07 nChanged 10810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136400 members 
Mstep: Class 2 contains 94704 members 
Entering Unmasked Estep 
Score: -28135724.000000 Penalty: 6125.909180
	Iteration 6Q: 3 clusters Score -2.813572e+07 nChanged 11622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145142 members 
Mstep: Class 2 contains 85962 members 
Entering Unmasked Estep 
Score: -28141006.000000 Penalty: 6125.909180
	Iteration 7F: 3 clusters Score -2.814101e+07 nChanged 12626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156182 members 
Mstep: Class 2 contains 74922 members 
Entering Unmasked Estep 
Score: -28147826.000000 Penalty: 6125.909180
	Iteration 8F: 3 clusters Score -2.814783e+07 nChanged 14083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169607 members 
Mstep: Class 2 contains 61497 members 
Entering Unmasked Estep 
Score: -28156048.000000 Penalty: 6125.909180
	Iteration 9F: 3 clusters Score -2.815605e+07 nChanged 15117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184566 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -28166472.000000 Penalty: 6125.909180
	Iteration 10F: 3 clusters Score -2.816647e+07 nChanged 14995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199525 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -28177266.000000 Penalty: 6125.909180
	Iteration 11F: 3 clusters Score -2.817727e+07 nChanged 12949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212468 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -28187382.000000 Penalty: 6125.909180
	Iteration 12F: 3 clusters Score -2.818738e+07 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221415 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -28194482.000000 Penalty: 6125.909180
	Iteration 13Q: 3 clusters Score -2.819448e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226436 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -28198404.000000 Penalty: 6125.909180
	Iteration 14Q: 3 clusters Score -2.81984e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228836 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -28200098.000000 Penalty: 6125.909180
	Iteration 15Q: 3 clusters Score -2.82001e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229859 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -28200812.000000 Penalty: 6125.909180
	Iteration 16Q: 3 clusters Score -2.820081e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230306 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -28201230.000000 Penalty: 6125.909180
	Iteration 17Q: 3 clusters Score -2.820123e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230494 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -28201418.000000 Penalty: 6125.909180
	Iteration 18Q: 3 clusters Score -2.820142e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230593 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -28201522.000000 Penalty: 6125.909180
	Iteration 19Q: 3 clusters Score -2.820152e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230628 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -28201568.000000 Penalty: 6125.909180
	Iteration 20F: 3 clusters Score -2.820157e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230653 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -28201564.000000 Penalty: 6125.909180
	Iteration 21Q: 3 clusters Score -2.820156e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230672 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -28201576.000000 Penalty: 6125.909180
	Iteration 22Q: 3 clusters Score -2.820158e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230691 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -28201582.000000 Penalty: 6125.909180
	Iteration 23Q: 3 clusters Score -2.820158e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230699 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -28201566.000000 Penalty: 6125.909180
	Iteration 24Q: 3 clusters Score -2.820157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230704 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -28201602.000000 Penalty: 6125.909180
	Iteration 25Q: 3 clusters Score -2.82016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230703 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -28201608.000000 Penalty: 6125.909180
	Iteration 26Q: 3 clusters Score -2.820161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230705 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -28201616.000000 Penalty: 6125.909180
	Iteration 27Q: 3 clusters Score -2.820162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230705 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -28201600.000000 Penalty: 6125.909180
	Iteration 28Q: 3 clusters Score -2.82016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230706 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -28201598.000000 Penalty: 6125.909180
	Iteration 29Q: 3 clusters Score -2.82016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230707 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -28201608.000000 Penalty: 6125.909180
	Iteration 30Q: 3 clusters Score -2.820161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230707 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -28201608.000000 Penalty: 6125.909180
	Iteration 31F: 3 clusters Score -2.820161e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -43241.019531 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -43241.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41836.398438 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -41836.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41974.406250 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -41974.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42008.761719 Penalty: 2933.097656
	Iteration 2Q: 3 clusters Score -42008.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42017.769531 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -42017.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42020.535156 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -42020.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42020.535156 Penalty: 2933.097656
	Iteration 5F: 3 clusters Score -42020.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (55003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55003 members 
Entering Unmasked Estep 
Score: -6583718.000000 Penalty: 2706.955566
	Iteration 0F: 2 clusters Score -6583718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -6546716.000000 Penalty: 5413.911133
	Iteration 0F: 3 clusters Score -6546716 nChanged 25494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -6561077.000000 Penalty: 5413.911133
	Iteration 1F: 3 clusters Score -6561077 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -6561754.000000 Penalty: 5413.911133
	Iteration 2Q: 3 clusters Score -6561754 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -6562444.500000 Penalty: 5413.911133
	Iteration 3Q: 3 clusters Score -6562444 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -6563231.000000 Penalty: 5413.911133
	Iteration 4Q: 3 clusters Score -6563231 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -6564107.500000 Penalty: 5413.911133
	Iteration 5Q: 3 clusters Score -6564108 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -6565048.000000 Penalty: 5413.911133
	Iteration 6Q: 3 clusters Score -6565048 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -6566093.000000 Penalty: 5413.911133
	Iteration 7Q: 3 clusters Score -6566093 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -6567138.500000 Penalty: 5413.911133
	Iteration 8Q: 3 clusters Score -6567138 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -6568139.000000 Penalty: 5413.911133
	Iteration 9Q: 3 clusters Score -6568139 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -6569093.000000 Penalty: 5413.911133
	Iteration 10Q: 3 clusters Score -6569093 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -6570011.500000 Penalty: 5413.911133
	Iteration 11Q: 3 clusters Score -6570012 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -6570917.000000 Penalty: 5413.911133
	Iteration 12Q: 3 clusters Score -6570917 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -6571720.000000 Penalty: 5413.911133
	Iteration 13Q: 3 clusters Score -6571720 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -6572384.000000 Penalty: 5413.911133
	Iteration 14Q: 3 clusters Score -6572384 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -6572871.500000 Penalty: 5413.911133
	Iteration 15Q: 3 clusters Score -6572872 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -6573216.000000 Penalty: 5413.911133
	Iteration 16Q: 3 clusters Score -6573216 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -6573435.500000 Penalty: 5413.911133
	Iteration 17Q: 3 clusters Score -6573436 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -6573611.000000 Penalty: 5413.911133
	Iteration 18Q: 3 clusters Score -6573611 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -6573738.500000 Penalty: 5413.911133
	Iteration 19Q: 3 clusters Score -6573738 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -6573853.000000 Penalty: 5413.911133
	Iteration 20F: 3 clusters Score -6573853 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -6573995.500000 Penalty: 5413.911133
	Iteration 21Q: 3 clusters Score -6573996 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -6574171.500000 Penalty: 5413.911133
	Iteration 22Q: 3 clusters Score -6574172 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -6574363.500000 Penalty: 5413.911133
	Iteration 23Q: 3 clusters Score -6574364 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -6574561.500000 Penalty: 5413.911133
	Iteration 24Q: 3 clusters Score -6574562 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -6574746.500000 Penalty: 5413.911133
	Iteration 25Q: 3 clusters Score -6574746 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -6574961.000000 Penalty: 5413.911133
	Iteration 26Q: 3 clusters Score -6574961 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -6575220.000000 Penalty: 5413.911133
	Iteration 27Q: 3 clusters Score -6575220 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -6575476.000000 Penalty: 5413.911133
	Iteration 28Q: 3 clusters Score -6575476 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -6575766.500000 Penalty: 5413.911133
	Iteration 29Q: 3 clusters Score -6575766 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -6576070.500000 Penalty: 5413.911133
	Iteration 30Q: 3 clusters Score -6576070 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -6576397.500000 Penalty: 5413.911133
	Iteration 31Q: 3 clusters Score -6576398 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -6576815.500000 Penalty: 5413.911133
	Iteration 32Q: 3 clusters Score -6576816 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -6577295.500000 Penalty: 5413.911133
	Iteration 33Q: 3 clusters Score -6577296 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -6577859.500000 Penalty: 5413.911133
	Iteration 34Q: 3 clusters Score -6577860 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -6578437.000000 Penalty: 5413.911133
	Iteration 35Q: 3 clusters Score -6578437 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49679 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -6579036.000000 Penalty: 5413.911133
	Iteration 36Q: 3 clusters Score -6579036 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50622 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -6579728.500000 Penalty: 5413.911133
	Iteration 37Q: 3 clusters Score -6579728 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51465 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -6580435.500000 Penalty: 5413.911133
	Iteration 38Q: 3 clusters Score -6580436 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -6581060.500000 Penalty: 5413.911133
	Iteration 39Q: 3 clusters Score -6581060 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -6581560.500000 Penalty: 5413.911133
	Iteration 40F: 3 clusters Score -6581560 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6581936.500000 Penalty: 5413.911133
	Iteration 41Q: 3 clusters Score -6581936 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6582173.500000 Penalty: 5413.911133
	Iteration 42Q: 3 clusters Score -6582174 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53636 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -6582379.000000 Penalty: 5413.911133
	Iteration 43Q: 3 clusters Score -6582379 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6582481.500000 Penalty: 5413.911133
	Iteration 44Q: 3 clusters Score -6582482 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6582539.000000 Penalty: 5413.911133
	Iteration 45Q: 3 clusters Score -6582539 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6582630.500000 Penalty: 5413.911133
	Iteration 46Q: 3 clusters Score -6582630 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53980 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6582692.000000 Penalty: 5413.911133
	Iteration 47Q: 3 clusters Score -6582692 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54033 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6582760.000000 Penalty: 5413.911133
	Iteration 48Q: 3 clusters Score -6582760 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54075 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6582821.000000 Penalty: 5413.911133
	Iteration 49Q: 3 clusters Score -6582821 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6582843.000000 Penalty: 5413.911133
	Iteration 50Q: 3 clusters Score -6582843 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6582875.500000 Penalty: 5413.911133
	Iteration 51Q: 3 clusters Score -6582876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6582888.000000 Penalty: 5413.911133
	Iteration 52Q: 3 clusters Score -6582888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6582911.000000 Penalty: 5413.911133
	Iteration 53Q: 3 clusters Score -6582911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6582932.000000 Penalty: 5413.911133
	Iteration 54Q: 3 clusters Score -6582932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6582960.500000 Penalty: 5413.911133
	Iteration 55Q: 3 clusters Score -6582960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6582967.500000 Penalty: 5413.911133
	Iteration 56Q: 3 clusters Score -6582968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6582990.500000 Penalty: 5413.911133
	Iteration 57Q: 3 clusters Score -6582990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54218 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6582999.500000 Penalty: 5413.911133
	Iteration 58Q: 3 clusters Score -6583000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6583018.000000 Penalty: 5413.911133
	Iteration 59Q: 3 clusters Score -6583018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6583023.000000 Penalty: 5413.911133
	Iteration 60F: 3 clusters Score -6583023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6583017.500000 Penalty: 5413.911133
	Iteration 61Q: 3 clusters Score -6583018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6583023.500000 Penalty: 5413.911133
	Iteration 62Q: 3 clusters Score -6583024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6583032.500000 Penalty: 5413.911133
	Iteration 63Q: 3 clusters Score -6583032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54235 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6583037.500000 Penalty: 5413.911133
	Iteration 64Q: 3 clusters Score -6583038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6583040.500000 Penalty: 5413.911133
	Iteration 65Q: 3 clusters Score -6583040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6583040.500000 Penalty: 5413.911133
	Iteration 66F: 3 clusters Score -6583040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Entering Unmasked Estep 
Score: -2078725.750000 Penalty: 2408.326660
	Iteration 0F: 2 clusters Score -2078726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2066940.500000 Penalty: 4816.653320
	Iteration 0F: 3 clusters Score -2066940 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2070730.375000 Penalty: 4816.653320
	Iteration 1F: 3 clusters Score -2070730 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2071101.125000 Penalty: 4816.653320
	Iteration 2F: 3 clusters Score -2071101 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2071396.750000 Penalty: 4816.653320
	Iteration 3Q: 3 clusters Score -2071397 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2071728.000000 Penalty: 4816.653320
	Iteration 4Q: 3 clusters Score -2071728 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2072070.875000 Penalty: 4816.653320
	Iteration 5Q: 3 clusters Score -2072071 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2072467.000000 Penalty: 4816.653320
	Iteration 6Q: 3 clusters Score -2072467 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2072950.125000 Penalty: 4816.653320
	Iteration 7Q: 3 clusters Score -2072950 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2073428.000000 Penalty: 4816.653320
	Iteration 8Q: 3 clusters Score -2073428 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2073894.250000 Penalty: 4816.653320
	Iteration 9Q: 3 clusters Score -2073894 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2074311.625000 Penalty: 4816.653320
	Iteration 10Q: 3 clusters Score -2074312 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2074686.500000 Penalty: 4816.653320
	Iteration 11Q: 3 clusters Score -2074686 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2074952.750000 Penalty: 4816.653320
	Iteration 12Q: 3 clusters Score -2074953 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2075145.250000 Penalty: 4816.653320
	Iteration 13Q: 3 clusters Score -2075145 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2075302.375000 Penalty: 4816.653320
	Iteration 14Q: 3 clusters Score -2075302 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2075458.375000 Penalty: 4816.653320
	Iteration 15Q: 3 clusters Score -2075458 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2075588.375000 Penalty: 4816.653320
	Iteration 16Q: 3 clusters Score -2075588 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2075698.375000 Penalty: 4816.653320
	Iteration 17Q: 3 clusters Score -2075698 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2075799.125000 Penalty: 4816.653320
	Iteration 18Q: 3 clusters Score -2075799 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2075884.875000 Penalty: 4816.653320
	Iteration 19Q: 3 clusters Score -2075885 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2075957.875000 Penalty: 4816.653320
	Iteration 20F: 3 clusters Score -2075958 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2076029.875000 Penalty: 4816.653320
	Iteration 21Q: 3 clusters Score -2076030 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2076101.625000 Penalty: 4816.653320
	Iteration 22Q: 3 clusters Score -2076102 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2076177.625000 Penalty: 4816.653320
	Iteration 23Q: 3 clusters Score -2076178 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2076240.625000 Penalty: 4816.653320
	Iteration 24Q: 3 clusters Score -2076241 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2076285.500000 Penalty: 4816.653320
	Iteration 25Q: 3 clusters Score -2076286 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2076324.875000 Penalty: 4816.653320
	Iteration 26Q: 3 clusters Score -2076325 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2076364.125000 Penalty: 4816.653320
	Iteration 27Q: 3 clusters Score -2076364 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2076398.625000 Penalty: 4816.653320
	Iteration 28Q: 3 clusters Score -2076399 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2076420.375000 Penalty: 4816.653320
	Iteration 29Q: 3 clusters Score -2076420 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2076449.375000 Penalty: 4816.653320
	Iteration 30Q: 3 clusters Score -2076449 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2076469.875000 Penalty: 4816.653320
	Iteration 31Q: 3 clusters Score -2076470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2076493.500000 Penalty: 4816.653320
	Iteration 32Q: 3 clusters Score -2076494 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2076512.625000 Penalty: 4816.653320
	Iteration 33Q: 3 clusters Score -2076513 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2076523.250000 Penalty: 4816.653320
	Iteration 34Q: 3 clusters Score -2076523 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2076537.000000 Penalty: 4816.653320
	Iteration 35Q: 3 clusters Score -2076537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -2076549.500000 Penalty: 4816.653320
	Iteration 36Q: 3 clusters Score -2076550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2076558.625000 Penalty: 4816.653320
	Iteration 37Q: 3 clusters Score -2076559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2076561.750000 Penalty: 4816.653320
	Iteration 38Q: 3 clusters Score -2076562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2076566.250000 Penalty: 4816.653320
	Iteration 39Q: 3 clusters Score -2076566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2076572.500000 Penalty: 4816.653320
	Iteration 40F: 3 clusters Score -2076572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2076579.125000 Penalty: 4816.653320
	Iteration 41Q: 3 clusters Score -2076579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2076586.250000 Penalty: 4816.653320
	Iteration 42Q: 3 clusters Score -2076586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2076588.750000 Penalty: 4816.653320
	Iteration 43Q: 3 clusters Score -2076589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2076598.250000 Penalty: 4816.653320
	Iteration 44Q: 3 clusters Score -2076598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2076601.250000 Penalty: 4816.653320
	Iteration 45Q: 3 clusters Score -2076601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2076610.625000 Penalty: 4816.653320
	Iteration 46Q: 3 clusters Score -2076611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2076610.125000 Penalty: 4816.653320
	Iteration 47Q: 3 clusters Score -2076610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2076610.750000 Penalty: 4816.653320
	Iteration 48Q: 3 clusters Score -2076611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2076608.250000 Penalty: 4816.653320
	Iteration 49Q: 3 clusters Score -2076608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2076612.500000 Penalty: 4816.653320
	Iteration 50Q: 3 clusters Score -2076612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2076611.875000 Penalty: 4816.653320
	Iteration 51Q: 3 clusters Score -2076612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2076610.375000 Penalty: 4816.653320
	Iteration 52Q: 3 clusters Score -2076610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2076611.625000 Penalty: 4816.653320
	Iteration 53Q: 3 clusters Score -2076612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2076611.375000 Penalty: 4816.653320
	Iteration 54Q: 3 clusters Score -2076611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2076611.375000 Penalty: 4816.653320
	Iteration 55F: 3 clusters Score -2076611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -725275.750000 Penalty: 2166.130859
	Iteration 0F: 2 clusters Score -725275.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -720015.187500 Penalty: 4332.261719
	Iteration 0F: 3 clusters Score -720015.2 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -721347.625000 Penalty: 4332.261719
	Iteration 1F: 3 clusters Score -721347.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -721578.375000 Penalty: 4332.261719
	Iteration 2F: 3 clusters Score -721578.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -721719.500000 Penalty: 4332.261719
	Iteration 3Q: 3 clusters Score -721719.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -721842.312500 Penalty: 4332.261719
	Iteration 4Q: 3 clusters Score -721842.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -721960.437500 Penalty: 4332.261719
	Iteration 5Q: 3 clusters Score -721960.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -722120.875000 Penalty: 4332.261719
	Iteration 6Q: 3 clusters Score -722120.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -722277.125000 Penalty: 4332.261719
	Iteration 7Q: 3 clusters Score -722277.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -722426.125000 Penalty: 4332.261719
	Iteration 8Q: 3 clusters Score -722426.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -722583.875000 Penalty: 4332.261719
	Iteration 9Q: 3 clusters Score -722583.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -722743.875000 Penalty: 4332.261719
	Iteration 10Q: 3 clusters Score -722743.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -722899.687500 Penalty: 4332.261719
	Iteration 11Q: 3 clusters Score -722899.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -723031.312500 Penalty: 4332.261719
	Iteration 12Q: 3 clusters Score -723031.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -723155.937500 Penalty: 4332.261719
	Iteration 13Q: 3 clusters Score -723155.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -723269.562500 Penalty: 4332.261719
	Iteration 14Q: 3 clusters Score -723269.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -723363.937500 Penalty: 4332.261719
	Iteration 15Q: 3 clusters Score -723363.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -723451.500000 Penalty: 4332.261719
	Iteration 16Q: 3 clusters Score -723451.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -723526.562500 Penalty: 4332.261719
	Iteration 17Q: 3 clusters Score -723526.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -723580.750000 Penalty: 4332.261719
	Iteration 18Q: 3 clusters Score -723580.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -723624.625000 Penalty: 4332.261719
	Iteration 19Q: 3 clusters Score -723624.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -723655.375000 Penalty: 4332.261719
	Iteration 20F: 3 clusters Score -723655.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -723681.812500 Penalty: 4332.261719
	Iteration 21Q: 3 clusters Score -723681.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -723705.187500 Penalty: 4332.261719
	Iteration 22Q: 3 clusters Score -723705.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -723726.500000 Penalty: 4332.261719
	Iteration 23Q: 3 clusters Score -723726.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -723743.500000 Penalty: 4332.261719
	Iteration 24Q: 3 clusters Score -723743.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -723762.375000 Penalty: 4332.261719
	Iteration 25Q: 3 clusters Score -723762.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -723783.375000 Penalty: 4332.261719
	Iteration 26Q: 3 clusters Score -723783.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -723810.750000 Penalty: 4332.261719
	Iteration 27Q: 3 clusters Score -723810.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -723843.937500 Penalty: 4332.261719
	Iteration 28Q: 3 clusters Score -723843.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -723876.875000 Penalty: 4332.261719
	Iteration 29Q: 3 clusters Score -723876.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -723898.375000 Penalty: 4332.261719
	Iteration 30Q: 3 clusters Score -723898.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -723919.062500 Penalty: 4332.261719
	Iteration 31Q: 3 clusters Score -723919.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -723933.500000 Penalty: 4332.261719
	Iteration 32Q: 3 clusters Score -723933.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -723945.750000 Penalty: 4332.261719
	Iteration 33Q: 3 clusters Score -723945.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -723957.875000 Penalty: 4332.261719
	Iteration 34Q: 3 clusters Score -723957.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -723968.437500 Penalty: 4332.261719
	Iteration 35Q: 3 clusters Score -723968.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -723979.625000 Penalty: 4332.261719
	Iteration 36Q: 3 clusters Score -723979.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -723991.312500 Penalty: 4332.261719
	Iteration 37Q: 3 clusters Score -723991.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -723998.000000 Penalty: 4332.261719
	Iteration 38Q: 3 clusters Score -723998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -724006.375000 Penalty: 4332.261719
	Iteration 39Q: 3 clusters Score -724006.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -724010.562500 Penalty: 4332.261719
	Iteration 40F: 3 clusters Score -724010.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -724019.375000 Penalty: 4332.261719
	Iteration 41Q: 3 clusters Score -724019.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -724027.375000 Penalty: 4332.261719
	Iteration 42Q: 3 clusters Score -724027.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -724035.812500 Penalty: 4332.261719
	Iteration 43Q: 3 clusters Score -724035.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -724042.687500 Penalty: 4332.261719
	Iteration 44Q: 3 clusters Score -724042.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -724048.187500 Penalty: 4332.261719
	Iteration 45Q: 3 clusters Score -724048.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -724052.562500 Penalty: 4332.261719
	Iteration 46Q: 3 clusters Score -724052.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -724058.187500 Penalty: 4332.261719
	Iteration 47Q: 3 clusters Score -724058.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -724063.687500 Penalty: 4332.261719
	Iteration 48Q: 3 clusters Score -724063.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -724068.312500 Penalty: 4332.261719
	Iteration 49Q: 3 clusters Score -724068.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -724069.875000 Penalty: 4332.261719
	Iteration 50Q: 3 clusters Score -724069.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -724074.687500 Penalty: 4332.261719
	Iteration 51Q: 3 clusters Score -724074.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -724080.062500 Penalty: 4332.261719
	Iteration 52Q: 3 clusters Score -724080.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -724081.437500 Penalty: 4332.261719
	Iteration 53Q: 3 clusters Score -724081.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -724086.062500 Penalty: 4332.261719
	Iteration 54Q: 3 clusters Score -724086.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -724087.687500 Penalty: 4332.261719
	Iteration 55Q: 3 clusters Score -724087.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -724088.125000 Penalty: 4332.261719
	Iteration 56Q: 3 clusters Score -724088.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -724089.500000 Penalty: 4332.261719
	Iteration 57Q: 3 clusters Score -724089.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -724091.437500 Penalty: 4332.261719
	Iteration 58Q: 3 clusters Score -724091.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -724093.562500 Penalty: 4332.261719
	Iteration 59Q: 3 clusters Score -724093.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -724095.375000 Penalty: 4332.261719
	Iteration 60F: 3 clusters Score -724095.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -724095.687500 Penalty: 4332.261719
	Iteration 61Q: 3 clusters Score -724095.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -724095.687500 Penalty: 4332.261719
	Iteration 62F: 3 clusters Score -724095.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (31635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Entering Unmasked Estep 
Score: -3854668.000000 Penalty: 2569.780762
	Iteration 0F: 2 clusters Score -3854668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -3833040.250000 Penalty: 5139.561523
	Iteration 0F: 3 clusters Score -3833040 nChanged 14273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -3841027.000000 Penalty: 5139.561523
	Iteration 1F: 3 clusters Score -3841027 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -3841647.500000 Penalty: 5139.561523
	Iteration 2F: 3 clusters Score -3841648 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -3842256.500000 Penalty: 5139.561523
	Iteration 3Q: 3 clusters Score -3842256 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -3842898.500000 Penalty: 5139.561523
	Iteration 4Q: 3 clusters Score -3842898 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -3843601.750000 Penalty: 5139.561523
	Iteration 5Q: 3 clusters Score -3843602 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -3844373.000000 Penalty: 5139.561523
	Iteration 6F: 3 clusters Score -3844373 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -3845213.750000 Penalty: 5139.561523
	Iteration 7F: 3 clusters Score -3845214 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -3846138.500000 Penalty: 5139.561523
	Iteration 8F: 3 clusters Score -3846138 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -3847011.750000 Penalty: 5139.561523
	Iteration 9F: 3 clusters Score -3847012 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -3847726.250000 Penalty: 5139.561523
	Iteration 10Q: 3 clusters Score -3847726 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -3848306.250000 Penalty: 5139.561523
	Iteration 11Q: 3 clusters Score -3848306 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -3848801.750000 Penalty: 5139.561523
	Iteration 12Q: 3 clusters Score -3848802 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -3849184.750000 Penalty: 5139.561523
	Iteration 13Q: 3 clusters Score -3849185 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -3849551.500000 Penalty: 5139.561523
	Iteration 14Q: 3 clusters Score -3849552 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -3849910.500000 Penalty: 5139.561523
	Iteration 15Q: 3 clusters Score -3849910 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -3850260.750000 Penalty: 5139.561523
	Iteration 16Q: 3 clusters Score -3850261 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -3850624.750000 Penalty: 5139.561523
	Iteration 17Q: 3 clusters Score -3850625 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -3850959.750000 Penalty: 5139.561523
	Iteration 18Q: 3 clusters Score -3850960 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -3851269.500000 Penalty: 5139.561523
	Iteration 19Q: 3 clusters Score -3851270 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -3851567.250000 Penalty: 5139.561523
	Iteration 20F: 3 clusters Score -3851567 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -3851821.250000 Penalty: 5139.561523
	Iteration 21Q: 3 clusters Score -3851821 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -3851998.000000 Penalty: 5139.561523
	Iteration 22Q: 3 clusters Score -3851998 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -3852149.250000 Penalty: 5139.561523
	Iteration 23Q: 3 clusters Score -3852149 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -3852278.750000 Penalty: 5139.561523
	Iteration 24Q: 3 clusters Score -3852279 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -3852409.000000 Penalty: 5139.561523
	Iteration 25Q: 3 clusters Score -3852409 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -3852484.500000 Penalty: 5139.561523
	Iteration 26Q: 3 clusters Score -3852484 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -3852566.750000 Penalty: 5139.561523
	Iteration 27Q: 3 clusters Score -3852567 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -3852602.000000 Penalty: 5139.561523
	Iteration 28Q: 3 clusters Score -3852602 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3852631.250000 Penalty: 5139.561523
	Iteration 29Q: 3 clusters Score -3852631 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -3852649.750000 Penalty: 5139.561523
	Iteration 30Q: 3 clusters Score -3852650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -3852660.500000 Penalty: 5139.561523
	Iteration 31Q: 3 clusters Score -3852660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -3852679.750000 Penalty: 5139.561523
	Iteration 32Q: 3 clusters Score -3852680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -3852690.750000 Penalty: 5139.561523
	Iteration 33Q: 3 clusters Score -3852691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -3852698.750000 Penalty: 5139.561523
	Iteration 34Q: 3 clusters Score -3852699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -3852698.250000 Penalty: 5139.561523
	Iteration 35Q: 3 clusters Score -3852698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -3852702.250000 Penalty: 5139.561523
	Iteration 36Q: 3 clusters Score -3852702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -3852697.500000 Penalty: 5139.561523
	Iteration 37Q: 3 clusters Score -3852698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -3852705.750000 Penalty: 5139.561523
	Iteration 38Q: 3 clusters Score -3852706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -3852708.500000 Penalty: 5139.561523
	Iteration 39Q: 3 clusters Score -3852708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -3852703.000000 Penalty: 5139.561523
	Iteration 40F: 3 clusters Score -3852703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -3852701.500000 Penalty: 5139.561523
	Iteration 41Q: 3 clusters Score -3852702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -3852702.750000 Penalty: 5139.561523
	Iteration 42Q: 3 clusters Score -3852703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -3852704.250000 Penalty: 5139.561523
	Iteration 43Q: 3 clusters Score -3852704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -3852701.250000 Penalty: 5139.561523
	Iteration 44Q: 3 clusters Score -3852701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -3852707.000000 Penalty: 5139.561523
	Iteration 45Q: 3 clusters Score -3852707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -3852707.750000 Penalty: 5139.561523
	Iteration 46Q: 3 clusters Score -3852708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -3852707.750000 Penalty: 5139.561523
	Iteration 47F: 3 clusters Score -3852708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -64194.933594 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -64194.93 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 291 members 
Entering Unmasked Estep 
Score: -62593.410156 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -62593.41 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -62794.410156 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -62794.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62857.070312 Penalty: 3154.348633
	Iteration 2F: 3 clusters Score -62857.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -62878.937500 Penalty: 3154.348633
	Iteration 3Q: 3 clusters Score -62878.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62903.523438 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -62903.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -62934.328125 Penalty: 3154.348633
	Iteration 5Q: 3 clusters Score -62934.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -62948.894531 Penalty: 3154.348633
	Iteration 6Q: 3 clusters Score -62948.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -62960.085938 Penalty: 3154.348633
	Iteration 7Q: 3 clusters Score -62960.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -62964.351562 Penalty: 3154.348633
	Iteration 8Q: 3 clusters Score -62964.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -62971.722656 Penalty: 3154.348633
	Iteration 9Q: 3 clusters Score -62971.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -62985.039062 Penalty: 3154.348633
	Iteration 10Q: 3 clusters Score -62985.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -63014.746094 Penalty: 3154.348633
	Iteration 11Q: 3 clusters Score -63014.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -63037.625000 Penalty: 3154.348633
	Iteration 12Q: 3 clusters Score -63037.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -63071.296875 Penalty: 3154.348633
	Iteration 13Q: 3 clusters Score -63071.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -63101.945312 Penalty: 3154.348633
	Iteration 14Q: 3 clusters Score -63101.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -63129.781250 Penalty: 3154.348633
	Iteration 15Q: 3 clusters Score -63129.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -63135.675781 Penalty: 3154.348633
	Iteration 16Q: 3 clusters Score -63135.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -63146.757812 Penalty: 3154.348633
	Iteration 17Q: 3 clusters Score -63146.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -63149.433594 Penalty: 3154.348633
	Iteration 18Q: 3 clusters Score -63149.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -63152.339844 Penalty: 3154.348633
	Iteration 19Q: 3 clusters Score -63152.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -63152.339844 Penalty: 3154.348633
	Iteration 20F: 3 clusters Score -63152.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Entering Unmasked Estep 
Score: -1508621.250000 Penalty: 2351.811523
	Iteration 0F: 2 clusters Score -1508621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1498970.625000 Penalty: 4703.623047
	Iteration 0F: 3 clusters Score -1498971 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1501850.625000 Penalty: 4703.623047
	Iteration 1F: 3 clusters Score -1501851 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1502199.625000 Penalty: 4703.623047
	Iteration 2F: 3 clusters Score -1502200 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1502512.375000 Penalty: 4703.623047
	Iteration 3F: 3 clusters Score -1502512 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1502788.625000 Penalty: 4703.623047
	Iteration 4Q: 3 clusters Score -1502789 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1503045.250000 Penalty: 4703.623047
	Iteration 5Q: 3 clusters Score -1503045 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1503299.375000 Penalty: 4703.623047
	Iteration 6Q: 3 clusters Score -1503299 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1503582.875000 Penalty: 4703.623047
	Iteration 7Q: 3 clusters Score -1503583 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1503914.000000 Penalty: 4703.623047
	Iteration 8Q: 3 clusters Score -1503914 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1504292.625000 Penalty: 4703.623047
	Iteration 9Q: 3 clusters Score -1504293 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1504683.500000 Penalty: 4703.623047
	Iteration 10Q: 3 clusters Score -1504684 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1505066.125000 Penalty: 4703.623047
	Iteration 11Q: 3 clusters Score -1505066 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1505410.750000 Penalty: 4703.623047
	Iteration 12Q: 3 clusters Score -1505411 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1505746.250000 Penalty: 4703.623047
	Iteration 13Q: 3 clusters Score -1505746 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1506039.750000 Penalty: 4703.623047
	Iteration 14Q: 3 clusters Score -1506040 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1506245.750000 Penalty: 4703.623047
	Iteration 15Q: 3 clusters Score -1506246 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1506409.875000 Penalty: 4703.623047
	Iteration 16Q: 3 clusters Score -1506410 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1506559.250000 Penalty: 4703.623047
	Iteration 17Q: 3 clusters Score -1506559 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1506697.250000 Penalty: 4703.623047
	Iteration 18Q: 3 clusters Score -1506697 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1506799.375000 Penalty: 4703.623047
	Iteration 19Q: 3 clusters Score -1506799 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1506898.125000 Penalty: 4703.623047
	Iteration 20F: 3 clusters Score -1506898 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1506996.875000 Penalty: 4703.623047
	Iteration 21Q: 3 clusters Score -1506997 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1507087.125000 Penalty: 4703.623047
	Iteration 22Q: 3 clusters Score -1507087 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1507142.875000 Penalty: 4703.623047
	Iteration 23Q: 3 clusters Score -1507143 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1507186.875000 Penalty: 4703.623047
	Iteration 24Q: 3 clusters Score -1507187 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1507219.375000 Penalty: 4703.623047
	Iteration 25Q: 3 clusters Score -1507219 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1507242.375000 Penalty: 4703.623047
	Iteration 26Q: 3 clusters Score -1507242 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1507270.375000 Penalty: 4703.623047
	Iteration 27Q: 3 clusters Score -1507270 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1507280.250000 Penalty: 4703.623047
	Iteration 28Q: 3 clusters Score -1507280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1507294.500000 Penalty: 4703.623047
	Iteration 29Q: 3 clusters Score -1507294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1507308.750000 Penalty: 4703.623047
	Iteration 30Q: 3 clusters Score -1507309 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1507314.875000 Penalty: 4703.623047
	Iteration 31Q: 3 clusters Score -1507315 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1507319.250000 Penalty: 4703.623047
	Iteration 32Q: 3 clusters Score -1507319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1507325.500000 Penalty: 4703.623047
	Iteration 33Q: 3 clusters Score -1507326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1507328.125000 Penalty: 4703.623047
	Iteration 34Q: 3 clusters Score -1507328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1507333.000000 Penalty: 4703.623047
	Iteration 35Q: 3 clusters Score -1507333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1507332.000000 Penalty: 4703.623047
	Iteration 36Q: 3 clusters Score -1507332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1507330.750000 Penalty: 4703.623047
	Iteration 37Q: 3 clusters Score -1507331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1507331.250000 Penalty: 4703.623047
	Iteration 38Q: 3 clusters Score -1507331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1507333.375000 Penalty: 4703.623047
	Iteration 39Q: 3 clusters Score -1507333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1507335.500000 Penalty: 4703.623047
	Iteration 40F: 3 clusters Score -1507336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1507335.750000 Penalty: 4703.623047
	Iteration 41Q: 3 clusters Score -1507336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1507338.625000 Penalty: 4703.623047
	Iteration 42Q: 3 clusters Score -1507339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1507342.000000 Penalty: 4703.623047
	Iteration 43Q: 3 clusters Score -1507342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1507341.500000 Penalty: 4703.623047
	Iteration 44Q: 3 clusters Score -1507342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1507341.375000 Penalty: 4703.623047
	Iteration 45Q: 3 clusters Score -1507341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1507343.250000 Penalty: 4703.623047
	Iteration 46Q: 3 clusters Score -1507343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1507343.000000 Penalty: 4703.623047
	Iteration 47Q: 3 clusters Score -1507343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1507341.125000 Penalty: 4703.623047
	Iteration 48Q: 3 clusters Score -1507341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1507338.500000 Penalty: 4703.623047
	Iteration 49Q: 3 clusters Score -1507338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1507338.500000 Penalty: 4703.623047
	Iteration 50F: 3 clusters Score -1507338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -62801.433594 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -62801.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61246.566406 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -61246.57 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61432.718750 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -61432.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -61512.882812 Penalty: 3135.101074
	Iteration 2F: 3 clusters Score -61512.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61554.421875 Penalty: 3135.101074
	Iteration 3Q: 3 clusters Score -61554.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61577.847656 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -61577.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -61609.605469 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -61609.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61620.105469 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -61620.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -61627.144531 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -61627.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61629.355469 Penalty: 3135.101074
	Iteration 8Q: 3 clusters Score -61629.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61632.820312 Penalty: 3135.101074
	Iteration 9Q: 3 clusters Score -61632.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61634.847656 Penalty: 3135.101074
	Iteration 10Q: 3 clusters Score -61634.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61634.847656 Penalty: 3135.101074
	Iteration 11F: 3 clusters Score -61634.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -70805.648438 Penalty: 1605.141846
	Iteration 0F: 2 clusters Score -70805.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69169.851562 Penalty: 3210.283691
	Iteration 0F: 3 clusters Score -69169.85 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -69377.226562 Penalty: 3210.283691
	Iteration 1F: 3 clusters Score -69377.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -69439.453125 Penalty: 3210.283691
	Iteration 2Q: 3 clusters Score -69439.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -69482.078125 Penalty: 3210.283691
	Iteration 3Q: 3 clusters Score -69482.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69508.414062 Penalty: 3210.283691
	Iteration 4Q: 3 clusters Score -69508.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69542.664062 Penalty: 3210.283691
	Iteration 5Q: 3 clusters Score -69542.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69571.335938 Penalty: 3210.283691
	Iteration 6Q: 3 clusters Score -69571.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -69602.859375 Penalty: 3210.283691
	Iteration 7Q: 3 clusters Score -69602.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -69621.507812 Penalty: 3210.283691
	Iteration 8Q: 3 clusters Score -69621.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -69642.726562 Penalty: 3210.283691
	Iteration 9Q: 3 clusters Score -69642.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -69654.109375 Penalty: 3210.283691
	Iteration 10Q: 3 clusters Score -69654.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69657.765625 Penalty: 3210.283691
	Iteration 11Q: 3 clusters Score -69657.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69661.093750 Penalty: 3210.283691
	Iteration 12Q: 3 clusters Score -69661.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -69670.289062 Penalty: 3210.283691
	Iteration 13Q: 3 clusters Score -69670.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -69679.335938 Penalty: 3210.283691
	Iteration 14Q: 3 clusters Score -69679.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -69679.335938 Penalty: 3210.283691
	Iteration 15F: 3 clusters Score -69679.34 nChanged 0
--- Evaluating fit on full set of 3997961 points ---
Entering Unmasked Estep 
Score: -485416512.000000 Penalty: 113097.632812
21->31 Clusters: Score -485416512.000000, best is -485460832.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1332653 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63571 members 
Mstep: Class 2 contains 63322 members 
Mstep: Class 3 contains 63240 members 
Mstep: Class 4 contains 63578 members 
Mstep: Class 5 contains 63328 members 
Mstep: Class 6 contains 63203 members 
Mstep: Class 7 contains 62866 members 
Mstep: Class 8 contains 63613 members 
Mstep: Class 9 contains 63309 members 
Mstep: Class 10 contains 63565 members 
Mstep: Class 11 contains 63625 members 
Mstep: Class 12 contains 63734 members 
Mstep: Class 13 contains 63211 members 
Mstep: Class 14 contains 63507 members 
Mstep: Class 15 contains 63570 members 
Mstep: Class 16 contains 63869 members 
Mstep: Class 17 contains 63460 members 
Mstep: Class 18 contains 63656 members 
Mstep: Class 19 contains 63752 members 
Mstep: Class 20 contains 63417 members 
Mstep: Class 21 contains 63257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 703.748596 but Gain 3497.460938
Score: -151668016.000000 Penalty: 69949.304688
Iteration 0F: 21 clusters Score -1.51668e+08 nChanged 1265733
Entering Unmasked Mstep 
Mstep: Class 0 contains 2265 members 
Mstep: Class 1 contains 69392 members 
Mstep: Class 2 contains 39482 members 
Mstep: Class 3 contains 92908 members 
Mstep: Class 4 contains 52680 members 
Mstep: Class 5 contains 69509 members 
Mstep: Class 6 contains 88486 members 
Mstep: Class 7 contains 56314 members 
Mstep: Class 9 contains 57700 members 
Mstep: Class 10 contains 181637 members 
Mstep: Class 11 contains 21266 members 
Mstep: Class 12 contains 103707 members 
Mstep: Class 13 contains 47478 members 
Mstep: Class 14 contains 51031 members 
Mstep: Class 15 contains 19334 members 
Mstep: Class 16 contains 115154 members 
Mstep: Class 17 contains 45800 members 
Mstep: Class 18 contains 60334 members 
Mstep: Class 19 contains 48983 members 
Mstep: Class 20 contains 81126 members 
Mstep: Class 21 contains 28067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154896256.000000 Penalty: 69949.304688
Iteration 1F: 21 clusters Score -1.548963e+08 nChanged 472196
Entering Unmasked Mstep 
Mstep: Class 0 contains 2069 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 27328 members 
Mstep: Class 3 contains 88455 members 
Mstep: Class 4 contains 48520 members 
Mstep: Class 5 contains 62197 members 
Mstep: Class 6 contains 77139 members 
Mstep: Class 7 contains 52539 members 
Mstep: Class 9 contains 44502 members 
Mstep: Class 10 contains 268603 members 
Mstep: Class 11 contains 38446 members 
Mstep: Class 12 contains 137257 members 
Mstep: Class 13 contains 40846 members 
Mstep: Class 14 contains 42171 members 
Mstep: Class 15 contains 7372 members 
Mstep: Class 16 contains 123707 members 
Mstep: Class 17 contains 46641 members 
Mstep: Class 18 contains 47997 members 
Mstep: Class 19 contains 32874 members 
Mstep: Class 20 contains 70677 members 
Mstep: Class 21 contains 21822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155870176.000000 Penalty: 69949.304688
Iteration 2F: 21 clusters Score -1.558702e+08 nChanged 397677
Entering Unmasked Mstep 
Mstep: Class 0 contains 1518 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 16898 members 
Mstep: Class 3 contains 68650 members 
Mstep: Class 4 contains 42346 members 
Mstep: Class 5 contains 47624 members 
Mstep: Class 6 contains 76666 members 
Mstep: Class 7 contains 56418 members 
Mstep: Class 9 contains 41661 members 
Mstep: Class 10 contains 344102 members 
Mstep: Class 11 contains 76322 members 
Mstep: Class 12 contains 146971 members 
Mstep: Class 13 contains 31772 members 
Mstep: Class 14 contains 37079 members 
Mstep: Class 15 contains 4007 members 
Mstep: Class 16 contains 115078 members 
Mstep: Class 17 contains 45316 members 
Mstep: Class 18 contains 39373 members 
Mstep: Class 19 contains 24019 members 
Mstep: Class 20 contains 52644 members 
Mstep: Class 21 contains 23890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156638512.000000 Penalty: 69949.304688
Iteration 3F: 21 clusters Score -1.566385e+08 nChanged 331006
Entering Unmasked Mstep 
Mstep: Class 0 contains 1072 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 10151 members 
Mstep: Class 3 contains 49252 members 
Mstep: Class 4 contains 39318 members 
Mstep: Class 5 contains 31583 members 
Mstep: Class 6 contains 87949 members 
Mstep: Class 7 contains 60082 members 
Mstep: Class 9 contains 40829 members 
Mstep: Class 10 contains 392685 members 
Mstep: Class 11 contains 105720 members 
Mstep: Class 12 contains 155169 members 
Mstep: Class 13 contains 25515 members 
Mstep: Class 14 contains 32622 members 
Mstep: Class 15 contains 2230 members 
Mstep: Class 16 contains 101568 members 
Mstep: Class 17 contains 39833 members 
Mstep: Class 18 contains 36271 members 
Mstep: Class 19 contains 18538 members 
Mstep: Class 20 contains 32226 members 
Mstep: Class 21 contains 31392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157175408.000000 Penalty: 69949.304688
Iteration 4F: 21 clusters Score -1.571754e+08 nChanged 245489
Entering Unmasked Mstep 
Mstep: Class 0 contains 987 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 6345 members 
Mstep: Class 3 contains 35023 members 
Mstep: Class 4 contains 41844 members 
Mstep: Class 5 contains 18746 members 
Mstep: Class 6 contains 103762 members 
Mstep: Class 7 contains 61556 members 
Mstep: Class 9 contains 40393 members 
Mstep: Class 10 contains 417451 members 
Mstep: Class 11 contains 121342 members 
Mstep: Class 12 contains 159308 members 
Mstep: Class 13 contains 23567 members 
Mstep: Class 14 contains 28821 members 
Mstep: Class 15 contains 2015 members 
Mstep: Class 16 contains 93944 members 
Mstep: Class 17 contains 35053 members 
Mstep: Class 18 contains 34877 members 
Mstep: Class 19 contains 14230 members 
Mstep: Class 20 contains 18066 members 
Mstep: Class 21 contains 39384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157471040.000000 Penalty: 69949.304688
Iteration 5F: 21 clusters Score -1.57471e+08 nChanged 173056
Entering Unmasked Mstep 
Mstep: Class 0 contains 880 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 4210 members 
Mstep: Class 3 contains 25071 members 
Mstep: Class 4 contains 48341 members 
Mstep: Class 5 contains 10837 members 
Mstep: Class 6 contains 120095 members 
Mstep: Class 7 contains 62706 members 
Mstep: Class 9 contains 41160 members 
Mstep: Class 10 contains 418728 members 
Mstep: Class 11 contains 130530 members 
Mstep: Class 12 contains 159517 members 
Mstep: Class 13 contains 23114 members 
Mstep: Class 14 contains 26780 members 
Mstep: Class 15 contains 2232 members 
Mstep: Class 16 contains 97137 members 
Mstep: Class 17 contains 32012 members 
Mstep: Class 18 contains 34260 members 
Mstep: Class 19 contains 11752 members 
Mstep: Class 20 contains 11368 members 
Mstep: Class 21 contains 42215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157650784.000000 Penalty: 69949.304688
Iteration 6F: 21 clusters Score -1.576508e+08 nChanged 126026
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 3098 members 
Mstep: Class 3 contains 17840 members 
Mstep: Class 4 contains 55748 members 
Mstep: Class 5 contains 6620 members 
Mstep: Class 6 contains 132683 members 
Mstep: Class 7 contains 63912 members 
Mstep: Class 9 contains 42411 members 
Mstep: Class 10 contains 407580 members 
Mstep: Class 11 contains 134709 members 
Mstep: Class 12 contains 161023 members 
Mstep: Class 13 contains 21800 members 
Mstep: Class 14 contains 26351 members 
Mstep: Class 15 contains 2753 members 
Mstep: Class 16 contains 107660 members 
Mstep: Class 17 contains 30505 members 
Mstep: Class 18 contains 33802 members 
Mstep: Class 19 contains 11505 members 
Mstep: Class 20 contains 8344 members 
Mstep: Class 21 contains 41749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157825056.000000 Penalty: 69949.304688
Iteration 7F: 21 clusters Score -1.578251e+08 nChanged 98507
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 2588 members 
Mstep: Class 3 contains 12507 members 
Mstep: Class 4 contains 62424 members 
Mstep: Class 5 contains 4265 members 
Mstep: Class 6 contains 138900 members 
Mstep: Class 7 contains 64951 members 
Mstep: Class 9 contains 43620 members 
Mstep: Class 10 contains 391603 members 
Mstep: Class 11 contains 135337 members 
Mstep: Class 12 contains 166062 members 
Mstep: Class 13 contains 19543 members 
Mstep: Class 14 contains 26744 members 
Mstep: Class 15 contains 2964 members 
Mstep: Class 16 contains 121587 members 
Mstep: Class 17 contains 29776 members 
Mstep: Class 18 contains 33057 members 
Mstep: Class 19 contains 12978 members 
Mstep: Class 20 contains 6657 members 
Mstep: Class 21 contains 40725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157906560.000000 Penalty: 69949.304688
Iteration 8F: 21 clusters Score -1.579066e+08 nChanged 81370
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 2466 members 
Mstep: Class 3 contains 8765 members 
Mstep: Class 4 contains 68408 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 140664 members 
Mstep: Class 7 contains 65806 members 
Mstep: Class 9 contains 44879 members 
Mstep: Class 10 contains 372829 members 
Mstep: Class 11 contains 133718 members 
Mstep: Class 12 contains 173392 members 
Mstep: Class 13 contains 17201 members 
Mstep: Class 14 contains 27655 members 
Mstep: Class 15 contains 2977 members 
Mstep: Class 16 contains 136785 members 
Mstep: Class 17 contains 29245 members 
Mstep: Class 18 contains 31787 members 
Mstep: Class 19 contains 15121 members 
Mstep: Class 20 contains 5588 members 
Mstep: Class 21 contains 40044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3112.203857 but Gain 3497.468750
Score: -157964480.000000 Penalty: 66451.835938
Iteration 9F: 20 clusters Score -1.579645e+08 nChanged 71648
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 2618 members 
Mstep: Class 3 contains 6555 members 
Mstep: Class 4 contains 73662 members 
Mstep: Class 6 contains 140278 members 
Mstep: Class 7 contains 66659 members 
Mstep: Class 9 contains 46044 members 
Mstep: Class 10 contains 352870 members 
Mstep: Class 11 contains 131050 members 
Mstep: Class 12 contains 181273 members 
Mstep: Class 13 contains 15492 members 
Mstep: Class 14 contains 28912 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 152737 members 
Mstep: Class 17 contains 28680 members 
Mstep: Class 18 contains 30598 members 
Mstep: Class 19 contains 17570 members 
Mstep: Class 20 contains 4957 members 
Mstep: Class 21 contains 39607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158011264.000000 Penalty: 66451.835938
Iteration 10F: 20 clusters Score -1.580113e+08 nChanged 61998
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 2955 members 
Mstep: Class 3 contains 5568 members 
Mstep: Class 4 contains 78049 members 
Mstep: Class 6 contains 138791 members 
Mstep: Class 7 contains 66961 members 
Mstep: Class 9 contains 46902 members 
Mstep: Class 10 contains 332378 members 
Mstep: Class 11 contains 128034 members 
Mstep: Class 12 contains 189321 members 
Mstep: Class 13 contains 15709 members 
Mstep: Class 14 contains 30532 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 164717 members 
Mstep: Class 17 contains 28123 members 
Mstep: Class 18 contains 28876 members 
Mstep: Class 19 contains 20405 members 
Mstep: Class 20 contains 4592 members 
Mstep: Class 21 contains 39286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158047040.000000 Penalty: 66451.835938
Iteration 11Q: 20 clusters Score -1.58047e+08 nChanged 57002
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3341 members 
Mstep: Class 3 contains 5511 members 
Mstep: Class 4 contains 81448 members 
Mstep: Class 6 contains 137290 members 
Mstep: Class 7 contains 67004 members 
Mstep: Class 9 contains 47530 members 
Mstep: Class 10 contains 311597 members 
Mstep: Class 11 contains 125196 members 
Mstep: Class 12 contains 196599 members 
Mstep: Class 13 contains 19356 members 
Mstep: Class 14 contains 32467 members 
Mstep: Class 15 contains 3010 members 
Mstep: Class 16 contains 173035 members 
Mstep: Class 17 contains 27752 members 
Mstep: Class 18 contains 26984 members 
Mstep: Class 19 contains 23773 members 
Mstep: Class 20 contains 4382 members 
Mstep: Class 21 contains 39064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158076160.000000 Penalty: 66451.835938
Iteration 12Q: 20 clusters Score -1.580762e+08 nChanged 54261
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 3790 members 
Mstep: Class 3 contains 5937 members 
Mstep: Class 4 contains 83907 members 
Mstep: Class 6 contains 135828 members 
Mstep: Class 7 contains 67015 members 
Mstep: Class 9 contains 48020 members 
Mstep: Class 10 contains 290922 members 
Mstep: Class 11 contains 122827 members 
Mstep: Class 12 contains 202935 members 
Mstep: Class 13 contains 25464 members 
Mstep: Class 14 contains 34406 members 
Mstep: Class 15 contains 3010 members 
Mstep: Class 16 contains 178449 members 
Mstep: Class 17 contains 27468 members 
Mstep: Class 18 contains 25038 members 
Mstep: Class 19 contains 27840 members 
Mstep: Class 20 contains 4258 members 
Mstep: Class 21 contains 38929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158106768.000000 Penalty: 66451.835938
Iteration 13Q: 20 clusters Score -1.581068e+08 nChanged 50549
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4250 members 
Mstep: Class 3 contains 6653 members 
Mstep: Class 4 contains 85606 members 
Mstep: Class 6 contains 134551 members 
Mstep: Class 7 contains 66808 members 
Mstep: Class 9 contains 48208 members 
Mstep: Class 10 contains 271847 members 
Mstep: Class 11 contains 120764 members 
Mstep: Class 12 contains 208113 members 
Mstep: Class 13 contains 32874 members 
Mstep: Class 14 contains 36108 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 181981 members 
Mstep: Class 17 contains 27228 members 
Mstep: Class 18 contains 23091 members 
Mstep: Class 19 contains 32498 members 
Mstep: Class 20 contains 4205 members 
Mstep: Class 21 contains 38780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158135840.000000 Penalty: 66451.835938
Iteration 14Q: 20 clusters Score -1.581358e+08 nChanged 47452
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4773 members 
Mstep: Class 3 contains 7364 members 
Mstep: Class 4 contains 86853 members 
Mstep: Class 6 contains 133375 members 
Mstep: Class 7 contains 66556 members 
Mstep: Class 9 contains 48167 members 
Mstep: Class 10 contains 253505 members 
Mstep: Class 11 contains 118982 members 
Mstep: Class 12 contains 213064 members 
Mstep: Class 13 contains 41005 members 
Mstep: Class 14 contains 37524 members 
Mstep: Class 15 contains 3011 members 
Mstep: Class 16 contains 184158 members 
Mstep: Class 17 contains 27046 members 
Mstep: Class 18 contains 21246 members 
Mstep: Class 19 contains 37532 members 
Mstep: Class 20 contains 4166 members 
Mstep: Class 21 contains 38637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158161968.000000 Penalty: 66451.835938
Iteration 15Q: 20 clusters Score -1.58162e+08 nChanged 43825
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5332 members 
Mstep: Class 3 contains 7988 members 
Mstep: Class 4 contains 88021 members 
Mstep: Class 6 contains 132372 members 
Mstep: Class 7 contains 66253 members 
Mstep: Class 9 contains 47947 members 
Mstep: Class 10 contains 236194 members 
Mstep: Class 11 contains 117413 members 
Mstep: Class 12 contains 218194 members 
Mstep: Class 13 contains 48794 members 
Mstep: Class 14 contains 38562 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 185530 members 
Mstep: Class 17 contains 26900 members 
Mstep: Class 18 contains 19674 members 
Mstep: Class 19 contains 42422 members 
Mstep: Class 20 contains 4184 members 
Mstep: Class 21 contains 38526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158180944.000000 Penalty: 66451.835938
Iteration 16Q: 20 clusters Score -1.581809e+08 nChanged 39553
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5916 members 
Mstep: Class 3 contains 8530 members 
Mstep: Class 4 contains 88914 members 
Mstep: Class 6 contains 131550 members 
Mstep: Class 7 contains 65953 members 
Mstep: Class 9 contains 47648 members 
Mstep: Class 10 contains 220339 members 
Mstep: Class 11 contains 116007 members 
Mstep: Class 12 contains 223673 members 
Mstep: Class 13 contains 55797 members 
Mstep: Class 14 contains 39287 members 
Mstep: Class 15 contains 3014 members 
Mstep: Class 16 contains 186156 members 
Mstep: Class 17 contains 26820 members 
Mstep: Class 18 contains 18454 members 
Mstep: Class 19 contains 46923 members 
Mstep: Class 20 contains 4160 members 
Mstep: Class 21 contains 38443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158198192.000000 Penalty: 66451.835938
Iteration 17Q: 20 clusters Score -1.581982e+08 nChanged 35314
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 9016 members 
Mstep: Class 4 contains 89585 members 
Mstep: Class 6 contains 130898 members 
Mstep: Class 7 contains 65605 members 
Mstep: Class 9 contains 47409 members 
Mstep: Class 10 contains 206357 members 
Mstep: Class 11 contains 114717 members 
Mstep: Class 12 contains 229258 members 
Mstep: Class 13 contains 61818 members 
Mstep: Class 14 contains 39764 members 
Mstep: Class 15 contains 3014 members 
Mstep: Class 16 contains 186137 members 
Mstep: Class 17 contains 26775 members 
Mstep: Class 18 contains 17491 members 
Mstep: Class 19 contains 50886 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 38380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158212816.000000 Penalty: 66451.835938
Iteration 18Q: 20 clusters Score -1.582128e+08 nChanged 31160
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 7285 members 
Mstep: Class 3 contains 9429 members 
Mstep: Class 4 contains 89874 members 
Mstep: Class 6 contains 130321 members 
Mstep: Class 7 contains 65284 members 
Mstep: Class 9 contains 47203 members 
Mstep: Class 10 contains 194692 members 
Mstep: Class 11 contains 113590 members 
Mstep: Class 12 contains 234751 members 
Mstep: Class 13 contains 66883 members 
Mstep: Class 14 contains 39944 members 
Mstep: Class 15 contains 3014 members 
Mstep: Class 16 contains 185580 members 
Mstep: Class 17 contains 26787 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 54242 members 
Mstep: Class 20 contains 4223 members 
Mstep: Class 21 contains 38315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158223824.000000 Penalty: 66451.835938
Iteration 19Q: 20 clusters Score -1.582238e+08 nChanged 27513
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 8043 members 
Mstep: Class 3 contains 9781 members 
Mstep: Class 4 contains 89900 members 
Mstep: Class 6 contains 129881 members 
Mstep: Class 7 contains 65064 members 
Mstep: Class 9 contains 46986 members 
Mstep: Class 10 contains 185349 members 
Mstep: Class 11 contains 112565 members 
Mstep: Class 12 contains 239711 members 
Mstep: Class 13 contains 71064 members 
Mstep: Class 14 contains 40053 members 
Mstep: Class 15 contains 3017 members 
Mstep: Class 16 contains 184461 members 
Mstep: Class 17 contains 26857 members 
Mstep: Class 18 contains 16188 members 
Mstep: Class 19 contains 56969 members 
Mstep: Class 20 contains 4255 members 
Mstep: Class 21 contains 38281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158237888.000000 Penalty: 66451.835938
Iteration 20F: 20 clusters Score -1.582379e+08 nChanged 30761
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 8909 members 
Mstep: Class 3 contains 10213 members 
Mstep: Class 4 contains 89442 members 
Mstep: Class 6 contains 129412 members 
Mstep: Class 7 contains 64536 members 
Mstep: Class 9 contains 46631 members 
Mstep: Class 10 contains 173035 members 
Mstep: Class 11 contains 111587 members 
Mstep: Class 12 contains 244290 members 
Mstep: Class 13 contains 80031 members 
Mstep: Class 14 contains 40087 members 
Mstep: Class 15 contains 3034 members 
Mstep: Class 16 contains 182752 members 
Mstep: Class 17 contains 26905 members 
Mstep: Class 18 contains 16036 members 
Mstep: Class 19 contains 59360 members 
Mstep: Class 20 contains 4237 members 
Mstep: Class 21 contains 38249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158249440.000000 Penalty: 66451.835938
Iteration 21Q: 20 clusters Score -1.582494e+08 nChanged 29654
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 9715 members 
Mstep: Class 3 contains 10545 members 
Mstep: Class 4 contains 88757 members 
Mstep: Class 6 contains 129002 members 
Mstep: Class 7 contains 64034 members 
Mstep: Class 9 contains 46237 members 
Mstep: Class 10 contains 162481 members 
Mstep: Class 11 contains 110732 members 
Mstep: Class 12 contains 248876 members 
Mstep: Class 13 contains 87901 members 
Mstep: Class 14 contains 40243 members 
Mstep: Class 15 contains 3033 members 
Mstep: Class 16 contains 180820 members 
Mstep: Class 17 contains 26934 members 
Mstep: Class 18 contains 16007 members 
Mstep: Class 19 contains 61317 members 
Mstep: Class 20 contains 4220 members 
Mstep: Class 21 contains 38190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158260784.000000 Penalty: 66451.835938
Iteration 22Q: 20 clusters Score -1.582608e+08 nChanged 27860
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 10548 members 
Mstep: Class 3 contains 10841 members 
Mstep: Class 4 contains 87767 members 
Mstep: Class 6 contains 128673 members 
Mstep: Class 7 contains 63601 members 
Mstep: Class 9 contains 45786 members 
Mstep: Class 10 contains 153209 members 
Mstep: Class 11 contains 110004 members 
Mstep: Class 12 contains 253342 members 
Mstep: Class 13 contains 95144 members 
Mstep: Class 14 contains 40485 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 178654 members 
Mstep: Class 17 contains 26903 members 
Mstep: Class 18 contains 16047 members 
Mstep: Class 19 contains 62945 members 
Mstep: Class 20 contains 4201 members 
Mstep: Class 21 contains 38134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158269680.000000 Penalty: 66451.835938
Iteration 23Q: 20 clusters Score -1.582697e+08 nChanged 26468
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 11471 members 
Mstep: Class 3 contains 11100 members 
Mstep: Class 4 contains 86419 members 
Mstep: Class 6 contains 128437 members 
Mstep: Class 7 contains 63248 members 
Mstep: Class 9 contains 45360 members 
Mstep: Class 10 contains 145030 members 
Mstep: Class 11 contains 109446 members 
Mstep: Class 12 contains 257373 members 
Mstep: Class 13 contains 101943 members 
Mstep: Class 14 contains 40855 members 
Mstep: Class 15 contains 3028 members 
Mstep: Class 16 contains 176316 members 
Mstep: Class 17 contains 26829 members 
Mstep: Class 18 contains 16081 members 
Mstep: Class 19 contains 64368 members 
Mstep: Class 20 contains 4166 members 
Mstep: Class 21 contains 38093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3421.919189 but Gain 3497.464844
Score: -158276560.000000 Penalty: 62954.371094
Iteration 24Q: 19 clusters Score -1.582766e+08 nChanged 27324
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 12410 members 
Mstep: Class 3 contains 11349 members 
Mstep: Class 4 contains 84794 members 
Mstep: Class 6 contains 128439 members 
Mstep: Class 7 contains 63052 members 
Mstep: Class 9 contains 44934 members 
Mstep: Class 10 contains 137733 members 
Mstep: Class 11 contains 108928 members 
Mstep: Class 12 contains 261262 members 
Mstep: Class 13 contains 108171 members 
Mstep: Class 14 contains 41275 members 
Mstep: Class 15 contains 3028 members 
Mstep: Class 16 contains 176662 members 
Mstep: Class 17 contains 26803 members 
Mstep: Class 18 contains 16109 members 
Mstep: Class 19 contains 65514 members 
Mstep: Class 20 contains 4119 members 
Mstep: Class 21 contains 38034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158288256.000000 Penalty: 62954.371094
Iteration 25Q: 19 clusters Score -1.582883e+08 nChanged 22970
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 13449 members 
Mstep: Class 3 contains 11560 members 
Mstep: Class 4 contains 82912 members 
Mstep: Class 6 contains 128133 members 
Mstep: Class 7 contains 62808 members 
Mstep: Class 9 contains 44505 members 
Mstep: Class 10 contains 131033 members 
Mstep: Class 11 contains 108357 members 
Mstep: Class 12 contains 264915 members 
Mstep: Class 13 contains 113974 members 
Mstep: Class 14 contains 41770 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 174482 members 
Mstep: Class 17 contains 26943 members 
Mstep: Class 18 contains 16098 members 
Mstep: Class 19 contains 66562 members 
Mstep: Class 20 contains 4085 members 
Mstep: Class 21 contains 38003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158295264.000000 Penalty: 62954.371094
Iteration 26Q: 19 clusters Score -1.582953e+08 nChanged 20970
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 14506 members 
Mstep: Class 3 contains 11748 members 
Mstep: Class 4 contains 80844 members 
Mstep: Class 6 contains 127898 members 
Mstep: Class 7 contains 62600 members 
Mstep: Class 9 contains 44111 members 
Mstep: Class 10 contains 124548 members 
Mstep: Class 11 contains 107919 members 
Mstep: Class 12 contains 268507 members 
Mstep: Class 13 contains 119454 members 
Mstep: Class 14 contains 42220 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 172532 members 
Mstep: Class 17 contains 27038 members 
Mstep: Class 18 contains 16122 members 
Mstep: Class 19 contains 67496 members 
Mstep: Class 20 contains 4062 members 
Mstep: Class 21 contains 37984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158301584.000000 Penalty: 62954.371094
Iteration 27Q: 19 clusters Score -1.583016e+08 nChanged 19164
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 15625 members 
Mstep: Class 3 contains 11887 members 
Mstep: Class 4 contains 78580 members 
Mstep: Class 6 contains 127784 members 
Mstep: Class 7 contains 62495 members 
Mstep: Class 9 contains 43761 members 
Mstep: Class 10 contains 118349 members 
Mstep: Class 11 contains 107597 members 
Mstep: Class 12 contains 272210 members 
Mstep: Class 13 contains 124441 members 
Mstep: Class 14 contains 42518 members 
Mstep: Class 15 contains 3026 members 
Mstep: Class 16 contains 170733 members 
Mstep: Class 17 contains 27197 members 
Mstep: Class 18 contains 16141 members 
Mstep: Class 19 contains 68279 members 
Mstep: Class 20 contains 4049 members 
Mstep: Class 21 contains 37944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158307008.000000 Penalty: 62954.371094
Iteration 28Q: 19 clusters Score -1.58307e+08 nChanged 17718
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 16718 members 
Mstep: Class 3 contains 12024 members 
Mstep: Class 4 contains 76195 members 
Mstep: Class 6 contains 127728 members 
Mstep: Class 7 contains 62429 members 
Mstep: Class 9 contains 43456 members 
Mstep: Class 10 contains 112415 members 
Mstep: Class 11 contains 107410 members 
Mstep: Class 12 contains 275963 members 
Mstep: Class 13 contains 128925 members 
Mstep: Class 14 contains 42759 members 
Mstep: Class 15 contains 3025 members 
Mstep: Class 16 contains 169154 members 
Mstep: Class 17 contains 27380 members 
Mstep: Class 18 contains 16163 members 
Mstep: Class 19 contains 68932 members 
Mstep: Class 20 contains 4033 members 
Mstep: Class 21 contains 37907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158311648.000000 Penalty: 62954.371094
Iteration 29Q: 19 clusters Score -1.583116e+08 nChanged 16048
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 17746 members 
Mstep: Class 3 contains 12158 members 
Mstep: Class 4 contains 73785 members 
Mstep: Class 6 contains 127701 members 
Mstep: Class 7 contains 62361 members 
Mstep: Class 9 contains 43228 members 
Mstep: Class 10 contains 106854 members 
Mstep: Class 11 contains 107269 members 
Mstep: Class 12 contains 279478 members 
Mstep: Class 13 contains 133004 members 
Mstep: Class 14 contains 42991 members 
Mstep: Class 15 contains 3025 members 
Mstep: Class 16 contains 167852 members 
Mstep: Class 17 contains 27559 members 
Mstep: Class 18 contains 16177 members 
Mstep: Class 19 contains 69477 members 
Mstep: Class 20 contains 4036 members 
Mstep: Class 21 contains 37915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158315616.000000 Penalty: 62954.371094
Iteration 30Q: 19 clusters Score -1.583156e+08 nChanged 14963
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 18747 members 
Mstep: Class 3 contains 12284 members 
Mstep: Class 4 contains 71250 members 
Mstep: Class 6 contains 127687 members 
Mstep: Class 7 contains 62355 members 
Mstep: Class 9 contains 43058 members 
Mstep: Class 10 contains 101539 members 
Mstep: Class 11 contains 107202 members 
Mstep: Class 12 contains 282829 members 
Mstep: Class 13 contains 136844 members 
Mstep: Class 14 contains 43232 members 
Mstep: Class 15 contains 3025 members 
Mstep: Class 16 contains 166700 members 
Mstep: Class 17 contains 27721 members 
Mstep: Class 18 contains 16188 members 
Mstep: Class 19 contains 69983 members 
Mstep: Class 20 contains 4053 members 
Mstep: Class 21 contains 37919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158319488.000000 Penalty: 62954.371094
Iteration 31Q: 19 clusters Score -1.583195e+08 nChanged 14177
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 19629 members 
Mstep: Class 3 contains 12443 members 
Mstep: Class 4 contains 68708 members 
Mstep: Class 6 contains 127703 members 
Mstep: Class 7 contains 62369 members 
Mstep: Class 9 contains 42979 members 
Mstep: Class 10 contains 96319 members 
Mstep: Class 11 contains 107157 members 
Mstep: Class 12 contains 286127 members 
Mstep: Class 13 contains 140552 members 
Mstep: Class 14 contains 43342 members 
Mstep: Class 15 contains 3025 members 
Mstep: Class 16 contains 165727 members 
Mstep: Class 17 contains 27876 members 
Mstep: Class 18 contains 16218 members 
Mstep: Class 19 contains 70422 members 
Mstep: Class 20 contains 4092 members 
Mstep: Class 21 contains 37928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158322720.000000 Penalty: 62954.371094
Iteration 32Q: 19 clusters Score -1.583227e+08 nChanged 13522
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 20452 members 
Mstep: Class 3 contains 12669 members 
Mstep: Class 4 contains 66147 members 
Mstep: Class 6 contains 127684 members 
Mstep: Class 7 contains 62364 members 
Mstep: Class 9 contains 42972 members 
Mstep: Class 10 contains 91206 members 
Mstep: Class 11 contains 107112 members 
Mstep: Class 12 contains 289136 members 
Mstep: Class 13 contains 144164 members 
Mstep: Class 14 contains 43464 members 
Mstep: Class 15 contains 3025 members 
Mstep: Class 16 contains 164915 members 
Mstep: Class 17 contains 28077 members 
Mstep: Class 18 contains 16248 members 
Mstep: Class 19 contains 70831 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 37965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158325552.000000 Penalty: 62954.371094
Iteration 33Q: 19 clusters Score -1.583256e+08 nChanged 12739
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 21184 members 
Mstep: Class 3 contains 12911 members 
Mstep: Class 4 contains 63554 members 
Mstep: Class 6 contains 127676 members 
Mstep: Class 7 contains 62375 members 
Mstep: Class 9 contains 43050 members 
Mstep: Class 10 contains 86375 members 
Mstep: Class 11 contains 107096 members 
Mstep: Class 12 contains 291873 members 
Mstep: Class 13 contains 147559 members 
Mstep: Class 14 contains 43592 members 
Mstep: Class 15 contains 3024 members 
Mstep: Class 16 contains 164270 members 
Mstep: Class 17 contains 28294 members 
Mstep: Class 18 contains 16279 members 
Mstep: Class 19 contains 71223 members 
Mstep: Class 20 contains 4277 members 
Mstep: Class 21 contains 38004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158327872.000000 Penalty: 62954.371094
Iteration 34Q: 19 clusters Score -1.583279e+08 nChanged 11995
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 21870 members 
Mstep: Class 3 contains 13248 members 
Mstep: Class 4 contains 60951 members 
Mstep: Class 6 contains 127636 members 
Mstep: Class 7 contains 62376 members 
Mstep: Class 9 contains 43054 members 
Mstep: Class 10 contains 81957 members 
Mstep: Class 11 contains 107083 members 
Mstep: Class 12 contains 294372 members 
Mstep: Class 13 contains 150771 members 
Mstep: Class 14 contains 43670 members 
Mstep: Class 15 contains 3024 members 
Mstep: Class 16 contains 163741 members 
Mstep: Class 17 contains 28528 members 
Mstep: Class 18 contains 16344 members 
Mstep: Class 19 contains 71545 members 
Mstep: Class 20 contains 4409 members 
Mstep: Class 21 contains 38037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158329152.000000 Penalty: 62954.371094
Iteration 35Q: 19 clusters Score -1.583292e+08 nChanged 11226
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 22429 members 
Mstep: Class 3 contains 13627 members 
Mstep: Class 4 contains 58266 members 
Mstep: Class 6 contains 127605 members 
Mstep: Class 7 contains 62391 members 
Mstep: Class 9 contains 43153 members 
Mstep: Class 10 contains 77958 members 
Mstep: Class 11 contains 107082 members 
Mstep: Class 12 contains 296569 members 
Mstep: Class 13 contains 153860 members 
Mstep: Class 14 contains 43706 members 
Mstep: Class 15 contains 3024 members 
Mstep: Class 16 contains 163327 members 
Mstep: Class 17 contains 28769 members 
Mstep: Class 18 contains 16422 members 
Mstep: Class 19 contains 71842 members 
Mstep: Class 20 contains 4523 members 
Mstep: Class 21 contains 38063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158330864.000000 Penalty: 62954.371094
Iteration 36Q: 19 clusters Score -1.583309e+08 nChanged 10622
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 22917 members 
Mstep: Class 3 contains 14046 members 
Mstep: Class 4 contains 55577 members 
Mstep: Class 6 contains 127558 members 
Mstep: Class 7 contains 62349 members 
Mstep: Class 9 contains 43304 members 
Mstep: Class 10 contains 74296 members 
Mstep: Class 11 contains 107088 members 
Mstep: Class 12 contains 298426 members 
Mstep: Class 13 contains 156999 members 
Mstep: Class 14 contains 43692 members 
Mstep: Class 15 contains 3024 members 
Mstep: Class 16 contains 162967 members 
Mstep: Class 17 contains 29001 members 
Mstep: Class 18 contains 16507 members 
Mstep: Class 19 contains 72131 members 
Mstep: Class 20 contains 4650 members 
Mstep: Class 21 contains 38084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158333712.000000 Penalty: 62954.371094
Iteration 37Q: 19 clusters Score -1.583337e+08 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 23332 members 
Mstep: Class 3 contains 14532 members 
Mstep: Class 4 contains 52819 members 
Mstep: Class 6 contains 127515 members 
Mstep: Class 7 contains 62222 members 
Mstep: Class 9 contains 43523 members 
Mstep: Class 10 contains 70953 members 
Mstep: Class 11 contains 107107 members 
Mstep: Class 12 contains 299900 members 
Mstep: Class 13 contains 160240 members 
Mstep: Class 14 contains 43677 members 
Mstep: Class 15 contains 3024 members 
Mstep: Class 16 contains 162699 members 
Mstep: Class 17 contains 29183 members 
Mstep: Class 18 contains 16596 members 
Mstep: Class 19 contains 72384 members 
Mstep: Class 20 contains 4798 members 
Mstep: Class 21 contains 38112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158335216.000000 Penalty: 62954.371094
Iteration 38Q: 19 clusters Score -1.583352e+08 nChanged 9744
Entering ConstructFrom: 
Score: -158335216.000000 Penalty: 62954.371094
Entering ConstructFrom: 
Trying to split cluster 2 (23641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Entering Unmasked Estep 
Score: -2865176.250000 Penalty: 2497.542969
	Iteration 0F: 2 clusters Score -2865176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2848826.250000 Penalty: 4995.085938
	Iteration 0F: 3 clusters Score -2848826 nChanged 10546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2854532.250000 Penalty: 4995.085938
	Iteration 1F: 3 clusters Score -2854532 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2854947.750000 Penalty: 4995.085938
	Iteration 2Q: 3 clusters Score -2854948 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2855294.000000 Penalty: 4995.085938
	Iteration 3Q: 3 clusters Score -2855294 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2855645.500000 Penalty: 4995.085938
	Iteration 4Q: 3 clusters Score -2855646 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2856025.750000 Penalty: 4995.085938
	Iteration 5Q: 3 clusters Score -2856026 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2856500.750000 Penalty: 4995.085938
	Iteration 6Q: 3 clusters Score -2856501 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2857124.000000 Penalty: 4995.085938
	Iteration 7Q: 3 clusters Score -2857124 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2857919.250000 Penalty: 4995.085938
	Iteration 8F: 3 clusters Score -2857919 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -2858870.750000 Penalty: 4995.085938
	Iteration 9F: 3 clusters Score -2858871 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2859945.500000 Penalty: 4995.085938
	Iteration 10F: 3 clusters Score -2859946 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2861012.000000 Penalty: 4995.085938
	Iteration 11F: 3 clusters Score -2861012 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2861831.250000 Penalty: 4995.085938
	Iteration 12Q: 3 clusters Score -2861831 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2862374.250000 Penalty: 4995.085938
	Iteration 13Q: 3 clusters Score -2862374 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2862639.250000 Penalty: 4995.085938
	Iteration 14Q: 3 clusters Score -2862639 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2862816.500000 Penalty: 4995.085938
	Iteration 15Q: 3 clusters Score -2862816 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2862922.750000 Penalty: 4995.085938
	Iteration 16Q: 3 clusters Score -2862923 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2862976.750000 Penalty: 4995.085938
	Iteration 17Q: 3 clusters Score -2862977 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2863022.000000 Penalty: 4995.085938
	Iteration 18Q: 3 clusters Score -2863022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2863054.500000 Penalty: 4995.085938
	Iteration 19Q: 3 clusters Score -2863054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2863071.250000 Penalty: 4995.085938
	Iteration 20F: 3 clusters Score -2863071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2863079.500000 Penalty: 4995.085938
	Iteration 21Q: 3 clusters Score -2863080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2863084.500000 Penalty: 4995.085938
	Iteration 22Q: 3 clusters Score -2863084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2863085.500000 Penalty: 4995.085938
	Iteration 23Q: 3 clusters Score -2863086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2863087.500000 Penalty: 4995.085938
	Iteration 24Q: 3 clusters Score -2863088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2863092.000000 Penalty: 4995.085938
	Iteration 25Q: 3 clusters Score -2863092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2863095.250000 Penalty: 4995.085938
	Iteration 26Q: 3 clusters Score -2863095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2863099.000000 Penalty: 4995.085938
	Iteration 27Q: 3 clusters Score -2863099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2863099.500000 Penalty: 4995.085938
	Iteration 28Q: 3 clusters Score -2863100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2863096.500000 Penalty: 4995.085938
	Iteration 29Q: 3 clusters Score -2863096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2863098.250000 Penalty: 4995.085938
	Iteration 30Q: 3 clusters Score -2863098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2863098.250000 Penalty: 4995.085938
	Iteration 31F: 3 clusters Score -2863098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Entering Unmasked Estep 
Score: -1827438.750000 Penalty: 2386.482422
	Iteration 0F: 2 clusters Score -1827439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1816387.000000 Penalty: 4772.964844
	Iteration 0F: 3 clusters Score -1816387 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1820223.500000 Penalty: 4772.964844
	Iteration 1F: 3 clusters Score -1820224 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1820963.625000 Penalty: 4772.964844
	Iteration 2F: 3 clusters Score -1820964 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1821742.000000 Penalty: 4772.964844
	Iteration 3F: 3 clusters Score -1821742 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1822541.500000 Penalty: 4772.964844
	Iteration 4F: 3 clusters Score -1822542 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1823339.750000 Penalty: 4772.964844
	Iteration 5F: 3 clusters Score -1823340 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1824138.375000 Penalty: 4772.964844
	Iteration 6F: 3 clusters Score -1824138 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1824872.625000 Penalty: 4772.964844
	Iteration 7F: 3 clusters Score -1824873 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1825477.125000 Penalty: 4772.964844
	Iteration 8Q: 3 clusters Score -1825477 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1825797.000000 Penalty: 4772.964844
	Iteration 9Q: 3 clusters Score -1825797 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1825961.750000 Penalty: 4772.964844
	Iteration 10Q: 3 clusters Score -1825962 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1826050.250000 Penalty: 4772.964844
	Iteration 11Q: 3 clusters Score -1826050 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1826107.250000 Penalty: 4772.964844
	Iteration 12Q: 3 clusters Score -1826107 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1826153.250000 Penalty: 4772.964844
	Iteration 13Q: 3 clusters Score -1826153 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1826197.125000 Penalty: 4772.964844
	Iteration 14Q: 3 clusters Score -1826197 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1826247.125000 Penalty: 4772.964844
	Iteration 15Q: 3 clusters Score -1826247 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1826328.000000 Penalty: 4772.964844
	Iteration 16Q: 3 clusters Score -1826328 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1826411.000000 Penalty: 4772.964844
	Iteration 17Q: 3 clusters Score -1826411 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1826462.875000 Penalty: 4772.964844
	Iteration 18Q: 3 clusters Score -1826463 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1826515.500000 Penalty: 4772.964844
	Iteration 19Q: 3 clusters Score -1826516 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1826561.125000 Penalty: 4772.964844
	Iteration 20F: 3 clusters Score -1826561 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1826592.000000 Penalty: 4772.964844
	Iteration 21Q: 3 clusters Score -1826592 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1826610.500000 Penalty: 4772.964844
	Iteration 22Q: 3 clusters Score -1826610 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1826632.375000 Penalty: 4772.964844
	Iteration 23Q: 3 clusters Score -1826632 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1826662.125000 Penalty: 4772.964844
	Iteration 24Q: 3 clusters Score -1826662 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1826681.500000 Penalty: 4772.964844
	Iteration 25Q: 3 clusters Score -1826682 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1826701.000000 Penalty: 4772.964844
	Iteration 26Q: 3 clusters Score -1826701 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1826721.250000 Penalty: 4772.964844
	Iteration 27Q: 3 clusters Score -1826721 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1826740.750000 Penalty: 4772.964844
	Iteration 28Q: 3 clusters Score -1826741 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1826751.500000 Penalty: 4772.964844
	Iteration 29Q: 3 clusters Score -1826752 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1826774.500000 Penalty: 4772.964844
	Iteration 30Q: 3 clusters Score -1826774 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1826786.875000 Penalty: 4772.964844
	Iteration 31Q: 3 clusters Score -1826787 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1826812.250000 Penalty: 4772.964844
	Iteration 32Q: 3 clusters Score -1826812 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1826839.625000 Penalty: 4772.964844
	Iteration 33Q: 3 clusters Score -1826840 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1826863.125000 Penalty: 4772.964844
	Iteration 34Q: 3 clusters Score -1826863 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1826891.125000 Penalty: 4772.964844
	Iteration 35Q: 3 clusters Score -1826891 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1826919.500000 Penalty: 4772.964844
	Iteration 36Q: 3 clusters Score -1826920 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1826939.000000 Penalty: 4772.964844
	Iteration 37Q: 3 clusters Score -1826939 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1826953.875000 Penalty: 4772.964844
	Iteration 38Q: 3 clusters Score -1826954 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1826971.250000 Penalty: 4772.964844
	Iteration 39Q: 3 clusters Score -1826971 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1826990.750000 Penalty: 4772.964844
	Iteration 40F: 3 clusters Score -1826991 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1827000.375000 Penalty: 4772.964844
	Iteration 41Q: 3 clusters Score -1827000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1827006.375000 Penalty: 4772.964844
	Iteration 42Q: 3 clusters Score -1827006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1827015.250000 Penalty: 4772.964844
	Iteration 43Q: 3 clusters Score -1827015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1827022.875000 Penalty: 4772.964844
	Iteration 44Q: 3 clusters Score -1827023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1827026.500000 Penalty: 4772.964844
	Iteration 45Q: 3 clusters Score -1827026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1827032.625000 Penalty: 4772.964844
	Iteration 46Q: 3 clusters Score -1827033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1827041.750000 Penalty: 4772.964844
	Iteration 47Q: 3 clusters Score -1827042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1827049.875000 Penalty: 4772.964844
	Iteration 48Q: 3 clusters Score -1827050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1827062.000000 Penalty: 4772.964844
	Iteration 49Q: 3 clusters Score -1827062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1827071.750000 Penalty: 4772.964844
	Iteration 50Q: 3 clusters Score -1827072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1827081.000000 Penalty: 4772.964844
	Iteration 51Q: 3 clusters Score -1827081 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1827083.000000 Penalty: 4772.964844
	Iteration 52Q: 3 clusters Score -1827083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1827088.500000 Penalty: 4772.964844
	Iteration 53Q: 3 clusters Score -1827088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1827089.750000 Penalty: 4772.964844
	Iteration 54Q: 3 clusters Score -1827090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1827098.500000 Penalty: 4772.964844
	Iteration 55Q: 3 clusters Score -1827098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1827104.375000 Penalty: 4772.964844
	Iteration 56Q: 3 clusters Score -1827104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1827105.875000 Penalty: 4772.964844
	Iteration 57Q: 3 clusters Score -1827106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1827110.125000 Penalty: 4772.964844
	Iteration 58Q: 3 clusters Score -1827110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1827108.125000 Penalty: 4772.964844
	Iteration 59Q: 3 clusters Score -1827108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1827108.125000 Penalty: 4772.964844
	Iteration 60F: 3 clusters Score -1827108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (50067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Entering Unmasked Estep 
Score: -6059737.000000 Penalty: 2683.637207
	Iteration 0F: 2 clusters Score -6059737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -6026121.500000 Penalty: 5367.274414
	Iteration 0F: 3 clusters Score -6026122 nChanged 22967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -6038789.500000 Penalty: 5367.274414
	Iteration 1F: 3 clusters Score -6038790 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -6039499.500000 Penalty: 5367.274414
	Iteration 2Q: 3 clusters Score -6039500 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -6040313.000000 Penalty: 5367.274414
	Iteration 3Q: 3 clusters Score -6040313 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -6041287.500000 Penalty: 5367.274414
	Iteration 4Q: 3 clusters Score -6041288 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -6042482.000000 Penalty: 5367.274414
	Iteration 5F: 3 clusters Score -6042482 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -6043954.000000 Penalty: 5367.274414
	Iteration 6F: 3 clusters Score -6043954 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -6045437.000000 Penalty: 5367.274414
	Iteration 7F: 3 clusters Score -6045437 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -6046882.500000 Penalty: 5367.274414
	Iteration 8F: 3 clusters Score -6046882 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -6048133.000000 Penalty: 5367.274414
	Iteration 9F: 3 clusters Score -6048133 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -6049117.500000 Penalty: 5367.274414
	Iteration 10Q: 3 clusters Score -6049118 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -6049843.000000 Penalty: 5367.274414
	Iteration 11Q: 3 clusters Score -6049843 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -6050457.500000 Penalty: 5367.274414
	Iteration 12Q: 3 clusters Score -6050458 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -6050976.000000 Penalty: 5367.274414
	Iteration 13Q: 3 clusters Score -6050976 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -6051474.500000 Penalty: 5367.274414
	Iteration 14Q: 3 clusters Score -6051474 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -6051984.500000 Penalty: 5367.274414
	Iteration 15Q: 3 clusters Score -6051984 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -6052610.000000 Penalty: 5367.274414
	Iteration 16Q: 3 clusters Score -6052610 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -6053203.000000 Penalty: 5367.274414
	Iteration 17Q: 3 clusters Score -6053203 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -6053976.000000 Penalty: 5367.274414
	Iteration 18Q: 3 clusters Score -6053976 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -6054696.000000 Penalty: 5367.274414
	Iteration 19Q: 3 clusters Score -6054696 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -6055441.000000 Penalty: 5367.274414
	Iteration 20F: 3 clusters Score -6055441 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -6056103.500000 Penalty: 5367.274414
	Iteration 21Q: 3 clusters Score -6056104 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -6056642.500000 Penalty: 5367.274414
	Iteration 22Q: 3 clusters Score -6056642 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -6057042.500000 Penalty: 5367.274414
	Iteration 23Q: 3 clusters Score -6057042 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -6057242.000000 Penalty: 5367.274414
	Iteration 24Q: 3 clusters Score -6057242 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -6057382.000000 Penalty: 5367.274414
	Iteration 25Q: 3 clusters Score -6057382 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -6057490.000000 Penalty: 5367.274414
	Iteration 26Q: 3 clusters Score -6057490 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -6057581.000000 Penalty: 5367.274414
	Iteration 27Q: 3 clusters Score -6057581 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -6057631.500000 Penalty: 5367.274414
	Iteration 28Q: 3 clusters Score -6057632 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -6057665.500000 Penalty: 5367.274414
	Iteration 29Q: 3 clusters Score -6057666 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -6057684.500000 Penalty: 5367.274414
	Iteration 30Q: 3 clusters Score -6057684 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -6057705.500000 Penalty: 5367.274414
	Iteration 31Q: 3 clusters Score -6057706 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -6057713.500000 Penalty: 5367.274414
	Iteration 32Q: 3 clusters Score -6057714 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -6057741.500000 Penalty: 5367.274414
	Iteration 33Q: 3 clusters Score -6057742 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -6057764.500000 Penalty: 5367.274414
	Iteration 34Q: 3 clusters Score -6057764 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -6057778.000000 Penalty: 5367.274414
	Iteration 35Q: 3 clusters Score -6057778 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -6057783.500000 Penalty: 5367.274414
	Iteration 36Q: 3 clusters Score -6057784 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -6057791.500000 Penalty: 5367.274414
	Iteration 37Q: 3 clusters Score -6057792 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -6057797.500000 Penalty: 5367.274414
	Iteration 38Q: 3 clusters Score -6057798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -6057812.000000 Penalty: 5367.274414
	Iteration 39Q: 3 clusters Score -6057812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -6057811.500000 Penalty: 5367.274414
	Iteration 40F: 3 clusters Score -6057812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -6057812.500000 Penalty: 5367.274414
	Iteration 41Q: 3 clusters Score -6057812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -6057818.000000 Penalty: 5367.274414
	Iteration 42Q: 3 clusters Score -6057818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -6057834.000000 Penalty: 5367.274414
	Iteration 43Q: 3 clusters Score -6057834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -6057834.000000 Penalty: 5367.274414
	Iteration 44Q: 3 clusters Score -6057834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -6057842.500000 Penalty: 5367.274414
	Iteration 45Q: 3 clusters Score -6057842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -6057849.500000 Penalty: 5367.274414
	Iteration 46Q: 3 clusters Score -6057850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -6057844.000000 Penalty: 5367.274414
	Iteration 47Q: 3 clusters Score -6057844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -6057854.500000 Penalty: 5367.274414
	Iteration 48Q: 3 clusters Score -6057854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -6057850.500000 Penalty: 5367.274414
	Iteration 49Q: 3 clusters Score -6057850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -6057853.000000 Penalty: 5367.274414
	Iteration 50Q: 3 clusters Score -6057853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -6057852.500000 Penalty: 5367.274414
	Iteration 51Q: 3 clusters Score -6057852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -6057856.000000 Penalty: 5367.274414
	Iteration 52Q: 3 clusters Score -6057856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -6057849.500000 Penalty: 5367.274414
	Iteration 53Q: 3 clusters Score -6057850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -6057860.000000 Penalty: 5367.274414
	Iteration 54Q: 3 clusters Score -6057860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -6057855.000000 Penalty: 5367.274414
	Iteration 55Q: 3 clusters Score -6057855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -6057863.500000 Penalty: 5367.274414
	Iteration 56Q: 3 clusters Score -6057864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -6057863.000000 Penalty: 5367.274414
	Iteration 57Q: 3 clusters Score -6057863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -6057865.500000 Penalty: 5367.274414
	Iteration 58Q: 3 clusters Score -6057866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -6057866.000000 Penalty: 5367.274414
	Iteration 59Q: 3 clusters Score -6057866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -6057868.500000 Penalty: 5367.274414
	Iteration 60F: 3 clusters Score -6057868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 47775 members 
Entering Unmasked Estep 
Score: -6057867.500000 Penalty: 5367.274414
	Iteration 61Q: 3 clusters Score -6057868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -6057862.500000 Penalty: 5367.274414
	Iteration 62Q: 3 clusters Score -6057862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -6057863.500000 Penalty: 5367.274414
	Iteration 63Q: 3 clusters Score -6057864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -6057866.500000 Penalty: 5367.274414
	Iteration 64Q: 3 clusters Score -6057866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -6057874.000000 Penalty: 5367.274414
	Iteration 65Q: 3 clusters Score -6057874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -6057871.500000 Penalty: 5367.274414
	Iteration 66Q: 3 clusters Score -6057872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -6057866.500000 Penalty: 5367.274414
	Iteration 67Q: 3 clusters Score -6057866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -6057866.500000 Penalty: 5367.274414
	Iteration 68F: 3 clusters Score -6057866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (127471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127471 members 
Entering Unmasked Estep 
Score: -15579884.000000 Penalty: 2915.399658
	Iteration 0F: 2 clusters Score -1.557988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63720 members 
Mstep: Class 2 contains 63751 members 
Entering Unmasked Estep 
Score: -15494664.000000 Penalty: 5830.799316
	Iteration 0F: 3 clusters Score -1.549466e+07 nChanged 60524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62134 members 
Mstep: Class 2 contains 65337 members 
Entering Unmasked Estep 
Score: -15530130.000000 Penalty: 5830.799316
	Iteration 1F: 3 clusters Score -1.553013e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 66814 members 
Entering Unmasked Estep 
Score: -15532441.000000 Penalty: 5830.799316
	Iteration 2Q: 3 clusters Score -1.553244e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57902 members 
Mstep: Class 2 contains 69569 members 
Entering Unmasked Estep 
Score: -15535718.000000 Penalty: 5830.799316
	Iteration 3F: 3 clusters Score -1.553572e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53668 members 
Mstep: Class 2 contains 73803 members 
Entering Unmasked Estep 
Score: -15540215.000000 Penalty: 5830.799316
	Iteration 4F: 3 clusters Score -1.554022e+07 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 79311 members 
Entering Unmasked Estep 
Score: -15545544.000000 Penalty: 5830.799316
	Iteration 5F: 3 clusters Score -1.554554e+07 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 85606 members 
Entering Unmasked Estep 
Score: -15550879.000000 Penalty: 5830.799316
	Iteration 6F: 3 clusters Score -1.555088e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 91863 members 
Entering Unmasked Estep 
Score: -15555849.000000 Penalty: 5830.799316
	Iteration 7F: 3 clusters Score -1.555585e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 98047 members 
Entering Unmasked Estep 
Score: -15560545.000000 Penalty: 5830.799316
	Iteration 8F: 3 clusters Score -1.556054e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 103835 members 
Entering Unmasked Estep 
Score: -15564893.000000 Penalty: 5830.799316
	Iteration 9Q: 3 clusters Score -1.556489e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 108831 members 
Entering Unmasked Estep 
Score: -15569038.000000 Penalty: 5830.799316
	Iteration 10Q: 3 clusters Score -1.556904e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 112698 members 
Entering Unmasked Estep 
Score: -15572182.000000 Penalty: 5830.799316
	Iteration 11Q: 3 clusters Score -1.557218e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 115451 members 
Entering Unmasked Estep 
Score: -15574525.000000 Penalty: 5830.799316
	Iteration 12Q: 3 clusters Score -1.557452e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 117361 members 
Entering Unmasked Estep 
Score: -15575917.000000 Penalty: 5830.799316
	Iteration 13Q: 3 clusters Score -1.557592e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 118695 members 
Entering Unmasked Estep 
Score: -15576848.000000 Penalty: 5830.799316
	Iteration 14Q: 3 clusters Score -1.557685e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 119729 members 
Entering Unmasked Estep 
Score: -15577441.000000 Penalty: 5830.799316
	Iteration 15Q: 3 clusters Score -1.557744e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 120568 members 
Entering Unmasked Estep 
Score: -15577749.000000 Penalty: 5830.799316
	Iteration 16Q: 3 clusters Score -1.557775e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 121223 members 
Entering Unmasked Estep 
Score: -15578132.000000 Penalty: 5830.799316
	Iteration 17Q: 3 clusters Score -1.557813e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 121759 members 
Entering Unmasked Estep 
Score: -15578350.000000 Penalty: 5830.799316
	Iteration 18Q: 3 clusters Score -1.557835e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 122199 members 
Entering Unmasked Estep 
Score: -15578576.000000 Penalty: 5830.799316
	Iteration 19Q: 3 clusters Score -1.557858e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 122528 members 
Entering Unmasked Estep 
Score: -15578711.000000 Penalty: 5830.799316
	Iteration 20F: 3 clusters Score -1.557871e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 122780 members 
Entering Unmasked Estep 
Score: -15578778.000000 Penalty: 5830.799316
	Iteration 21Q: 3 clusters Score -1.557878e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 122984 members 
Entering Unmasked Estep 
Score: -15578862.000000 Penalty: 5830.799316
	Iteration 22Q: 3 clusters Score -1.557886e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 123146 members 
Entering Unmasked Estep 
Score: -15578958.000000 Penalty: 5830.799316
	Iteration 23Q: 3 clusters Score -1.557896e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 123275 members 
Entering Unmasked Estep 
Score: -15579053.000000 Penalty: 5830.799316
	Iteration 24Q: 3 clusters Score -1.557905e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 123379 members 
Entering Unmasked Estep 
Score: -15579058.000000 Penalty: 5830.799316
	Iteration 25Q: 3 clusters Score -1.557906e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 123470 members 
Entering Unmasked Estep 
Score: -15579121.000000 Penalty: 5830.799316
	Iteration 26Q: 3 clusters Score -1.557912e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 123570 members 
Entering Unmasked Estep 
Score: -15579181.000000 Penalty: 5830.799316
	Iteration 27Q: 3 clusters Score -1.557918e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 123660 members 
Entering Unmasked Estep 
Score: -15579210.000000 Penalty: 5830.799316
	Iteration 28Q: 3 clusters Score -1.557921e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 123733 members 
Entering Unmasked Estep 
Score: -15579223.000000 Penalty: 5830.799316
	Iteration 29Q: 3 clusters Score -1.557922e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 123797 members 
Entering Unmasked Estep 
Score: -15579212.000000 Penalty: 5830.799316
	Iteration 30Q: 3 clusters Score -1.557921e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 123863 members 
Entering Unmasked Estep 
Score: -15579238.000000 Penalty: 5830.799316
	Iteration 31Q: 3 clusters Score -1.557924e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 123924 members 
Entering Unmasked Estep 
Score: -15579273.000000 Penalty: 5830.799316
	Iteration 32Q: 3 clusters Score -1.557927e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 123975 members 
Entering Unmasked Estep 
Score: -15579273.000000 Penalty: 5830.799316
	Iteration 33Q: 3 clusters Score -1.557927e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 124026 members 
Entering Unmasked Estep 
Score: -15579271.000000 Penalty: 5830.799316
	Iteration 34Q: 3 clusters Score -1.557927e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 124064 members 
Entering Unmasked Estep 
Score: -15579263.000000 Penalty: 5830.799316
	Iteration 35Q: 3 clusters Score -1.557926e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 124105 members 
Entering Unmasked Estep 
Score: -15579254.000000 Penalty: 5830.799316
	Iteration 36Q: 3 clusters Score -1.557925e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 124133 members 
Entering Unmasked Estep 
Score: -15579281.000000 Penalty: 5830.799316
	Iteration 37Q: 3 clusters Score -1.557928e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 124157 members 
Entering Unmasked Estep 
Score: -15579280.000000 Penalty: 5830.799316
	Iteration 38Q: 3 clusters Score -1.557928e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 124169 members 
Entering Unmasked Estep 
Score: -15579300.000000 Penalty: 5830.799316
	Iteration 39Q: 3 clusters Score -1.55793e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 124184 members 
Entering Unmasked Estep 
Score: -15579277.000000 Penalty: 5830.799316
	Iteration 40F: 3 clusters Score -1.557928e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 124199 members 
Entering Unmasked Estep 
Score: -15579276.000000 Penalty: 5830.799316
	Iteration 41Q: 3 clusters Score -1.557928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 124203 members 
Entering Unmasked Estep 
Score: -15579274.000000 Penalty: 5830.799316
	Iteration 42Q: 3 clusters Score -1.557927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 124206 members 
Entering Unmasked Estep 
Score: -15579266.000000 Penalty: 5830.799316
	Iteration 43Q: 3 clusters Score -1.557927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 124209 members 
Entering Unmasked Estep 
Score: -15579293.000000 Penalty: 5830.799316
	Iteration 44Q: 3 clusters Score -1.557929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 124213 members 
Entering Unmasked Estep 
Score: -15579292.000000 Penalty: 5830.799316
	Iteration 45Q: 3 clusters Score -1.557929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 124216 members 
Entering Unmasked Estep 
Score: -15579296.000000 Penalty: 5830.799316
	Iteration 46Q: 3 clusters Score -1.55793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 124220 members 
Entering Unmasked Estep 
Score: -15579298.000000 Penalty: 5830.799316
	Iteration 47Q: 3 clusters Score -1.55793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 124220 members 
Entering Unmasked Estep 
Score: -15579303.000000 Penalty: 5830.799316
	Iteration 48Q: 3 clusters Score -1.55793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 124221 members 
Entering Unmasked Estep 
Score: -15579304.000000 Penalty: 5830.799316
	Iteration 49Q: 3 clusters Score -1.55793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 124222 members 
Entering Unmasked Estep 
Score: -15579310.000000 Penalty: 5830.799316
	Iteration 50Q: 3 clusters Score -1.557931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 124223 members 
Entering Unmasked Estep 
Score: -15579305.000000 Penalty: 5830.799316
	Iteration 51Q: 3 clusters Score -1.55793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 124223 members 
Entering Unmasked Estep 
Score: -15579305.000000 Penalty: 5830.799316
	Iteration 52F: 3 clusters Score -1.55793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (62019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62019 members 
Entering Unmasked Estep 
Score: -7349627.000000 Penalty: 2736.728760
	Iteration 0F: 2 clusters Score -7349627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -7308072.000000 Penalty: 5473.457520
	Iteration 0F: 3 clusters Score -7308072 nChanged 29078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -7325103.000000 Penalty: 5473.457520
	Iteration 1F: 3 clusters Score -7325103 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -7327642.500000 Penalty: 5473.457520
	Iteration 2F: 3 clusters Score -7327642 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -7331940.500000 Penalty: 5473.457520
	Iteration 3F: 3 clusters Score -7331940 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -7337740.000000 Penalty: 5473.457520
	Iteration 4F: 3 clusters Score -7337740 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -7343370.000000 Penalty: 5473.457520
	Iteration 5F: 3 clusters Score -7343370 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -7348222.500000 Penalty: 5473.457520
	Iteration 6F: 3 clusters Score -7348222 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -7351898.000000 Penalty: 5473.457520
	Iteration 7F: 3 clusters Score -7351898 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -7354403.500000 Penalty: 5473.457520
	Iteration 8F: 3 clusters Score -7354404 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 50752 members 
Entering Unmasked Estep 
Score: -7356065.500000 Penalty: 5473.457520
	Iteration 9Q: 3 clusters Score -7356066 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -7357100.000000 Penalty: 5473.457520
	Iteration 10Q: 3 clusters Score -7357100 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -7357587.000000 Penalty: 5473.457520
	Iteration 11Q: 3 clusters Score -7357587 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 54291 members 
Entering Unmasked Estep 
Score: -7357911.000000 Penalty: 5473.457520
	Iteration 12Q: 3 clusters Score -7357911 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 54905 members 
Entering Unmasked Estep 
Score: -7358086.500000 Penalty: 5473.457520
	Iteration 13Q: 3 clusters Score -7358086 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 55362 members 
Entering Unmasked Estep 
Score: -7358179.000000 Penalty: 5473.457520
	Iteration 14Q: 3 clusters Score -7358179 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 55719 members 
Entering Unmasked Estep 
Score: -7358232.500000 Penalty: 5473.457520
	Iteration 15Q: 3 clusters Score -7358232 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 55994 members 
Entering Unmasked Estep 
Score: -7358275.000000 Penalty: 5473.457520
	Iteration 16Q: 3 clusters Score -7358275 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 56199 members 
Entering Unmasked Estep 
Score: -7358324.500000 Penalty: 5473.457520
	Iteration 17Q: 3 clusters Score -7358324 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -7358354.000000 Penalty: 5473.457520
	Iteration 18Q: 3 clusters Score -7358354 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -7358401.000000 Penalty: 5473.457520
	Iteration 19Q: 3 clusters Score -7358401 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 56585 members 
Entering Unmasked Estep 
Score: -7358440.500000 Penalty: 5473.457520
	Iteration 20F: 3 clusters Score -7358440 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 56670 members 
Entering Unmasked Estep 
Score: -7358467.500000 Penalty: 5473.457520
	Iteration 21Q: 3 clusters Score -7358468 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -7358490.500000 Penalty: 5473.457520
	Iteration 22Q: 3 clusters Score -7358490 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 56834 members 
Entering Unmasked Estep 
Score: -7358533.000000 Penalty: 5473.457520
	Iteration 23Q: 3 clusters Score -7358533 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -7358578.500000 Penalty: 5473.457520
	Iteration 24Q: 3 clusters Score -7358578 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 56953 members 
Entering Unmasked Estep 
Score: -7358635.000000 Penalty: 5473.457520
	Iteration 25Q: 3 clusters Score -7358635 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 57010 members 
Entering Unmasked Estep 
Score: -7358707.500000 Penalty: 5473.457520
	Iteration 26Q: 3 clusters Score -7358708 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -7358804.000000 Penalty: 5473.457520
	Iteration 27Q: 3 clusters Score -7358804 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 57074 members 
Entering Unmasked Estep 
Score: -7358847.000000 Penalty: 5473.457520
	Iteration 28Q: 3 clusters Score -7358847 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 57100 members 
Entering Unmasked Estep 
Score: -7358844.000000 Penalty: 5473.457520
	Iteration 29Q: 3 clusters Score -7358844 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
Score: -7358851.500000 Penalty: 5473.457520
	Iteration 30Q: 3 clusters Score -7358852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -7358853.500000 Penalty: 5473.457520
	Iteration 31Q: 3 clusters Score -7358854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 57117 members 
Entering Unmasked Estep 
Score: -7358855.500000 Penalty: 5473.457520
	Iteration 32Q: 3 clusters Score -7358856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
Score: -7358855.000000 Penalty: 5473.457520
	Iteration 33Q: 3 clusters Score -7358855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -7358849.000000 Penalty: 5473.457520
	Iteration 34Q: 3 clusters Score -7358849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -7358856.000000 Penalty: 5473.457520
	Iteration 35Q: 3 clusters Score -7358856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 57111 members 
Entering Unmasked Estep 
Score: -7358862.500000 Penalty: 5473.457520
	Iteration 36Q: 3 clusters Score -7358862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 57117 members 
Entering Unmasked Estep 
Score: -7358866.000000 Penalty: 5473.457520
	Iteration 37Q: 3 clusters Score -7358866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 57115 members 
Entering Unmasked Estep 
Score: -7358872.500000 Penalty: 5473.457520
	Iteration 38Q: 3 clusters Score -7358872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
Score: -7358863.500000 Penalty: 5473.457520
	Iteration 39Q: 3 clusters Score -7358864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 57111 members 
Entering Unmasked Estep 
Score: -7358865.500000 Penalty: 5473.457520
	Iteration 40F: 3 clusters Score -7358866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -7358861.500000 Penalty: 5473.457520
	Iteration 41Q: 3 clusters Score -7358862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -7358862.000000 Penalty: 5473.457520
	Iteration 42Q: 3 clusters Score -7358862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 57108 members 
Entering Unmasked Estep 
Score: -7358861.500000 Penalty: 5473.457520
	Iteration 43Q: 3 clusters Score -7358862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -7358867.500000 Penalty: 5473.457520
	Iteration 44Q: 3 clusters Score -7358868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -7358867.500000 Penalty: 5473.457520
	Iteration 45F: 3 clusters Score -7358868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 57109 members 
Mstep: Class 2 contains 23641 members 
Mstep: Class 3 contains 15107 members 
Mstep: Class 4 contains 50067 members 
Mstep: Class 6 contains 127471 members 
Mstep: Class 7 contains 4910 members 
Mstep: Class 9 contains 43741 members 
Mstep: Class 10 contains 67928 members 
Mstep: Class 11 contains 107134 members 
Mstep: Class 12 contains 301029 members 
Mstep: Class 13 contains 163573 members 
Mstep: Class 14 contains 43661 members 
Mstep: Class 15 contains 3024 members 
Mstep: Class 16 contains 162445 members 
Mstep: Class 17 contains 29377 members 
Mstep: Class 18 contains 16667 members 
Mstep: Class 19 contains 72650 members 
Mstep: Class 20 contains 4934 members 
Mstep: Class 21 contains 38148 members 
Entering Unmasked Estep 
Score: -158345168.000000 Penalty: 66451.835938
Splitting cluster 7 changes total score from -158335216.000000 to -158345168.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 9 (43741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Entering Unmasked Estep 
Score: -4999111.500000 Penalty: 2650.138184
	Iteration 0F: 2 clusters Score -4999112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -4969590.000000 Penalty: 5300.276367
	Iteration 0F: 3 clusters Score -4969590 nChanged 20049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -4981849.000000 Penalty: 5300.276367
	Iteration 1F: 3 clusters Score -4981849 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -4983671.000000 Penalty: 5300.276367
	Iteration 2F: 3 clusters Score -4983671 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -4985758.500000 Penalty: 5300.276367
	Iteration 3F: 3 clusters Score -4985758 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -4987710.500000 Penalty: 5300.276367
	Iteration 4F: 3 clusters Score -4987710 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -4989347.500000 Penalty: 5300.276367
	Iteration 5F: 3 clusters Score -4989348 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -4990684.500000 Penalty: 5300.276367
	Iteration 6F: 3 clusters Score -4990684 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -4991821.000000 Penalty: 5300.276367
	Iteration 7Q: 3 clusters Score -4991821 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -4992995.000000 Penalty: 5300.276367
	Iteration 8Q: 3 clusters Score -4992995 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -4993876.000000 Penalty: 5300.276367
	Iteration 9Q: 3 clusters Score -4993876 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -4994467.500000 Penalty: 5300.276367
	Iteration 10Q: 3 clusters Score -4994468 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -4994887.000000 Penalty: 5300.276367
	Iteration 11Q: 3 clusters Score -4994887 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -4995160.000000 Penalty: 5300.276367
	Iteration 12Q: 3 clusters Score -4995160 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -4995387.500000 Penalty: 5300.276367
	Iteration 13Q: 3 clusters Score -4995388 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -4995582.000000 Penalty: 5300.276367
	Iteration 14Q: 3 clusters Score -4995582 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -4995771.500000 Penalty: 5300.276367
	Iteration 15Q: 3 clusters Score -4995772 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -4995959.500000 Penalty: 5300.276367
	Iteration 16Q: 3 clusters Score -4995960 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -4996151.500000 Penalty: 5300.276367
	Iteration 17Q: 3 clusters Score -4996152 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -4996316.500000 Penalty: 5300.276367
	Iteration 18Q: 3 clusters Score -4996316 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -4996504.000000 Penalty: 5300.276367
	Iteration 19Q: 3 clusters Score -4996504 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -4996672.500000 Penalty: 5300.276367
	Iteration 20F: 3 clusters Score -4996672 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -4996914.500000 Penalty: 5300.276367
	Iteration 21Q: 3 clusters Score -4996914 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -4997119.500000 Penalty: 5300.276367
	Iteration 22Q: 3 clusters Score -4997120 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -4997275.500000 Penalty: 5300.276367
	Iteration 23Q: 3 clusters Score -4997276 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -4997401.000000 Penalty: 5300.276367
	Iteration 24Q: 3 clusters Score -4997401 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -4997495.000000 Penalty: 5300.276367
	Iteration 25Q: 3 clusters Score -4997495 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -4997559.500000 Penalty: 5300.276367
	Iteration 26Q: 3 clusters Score -4997560 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -4997634.500000 Penalty: 5300.276367
	Iteration 27Q: 3 clusters Score -4997634 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -4997675.000000 Penalty: 5300.276367
	Iteration 28Q: 3 clusters Score -4997675 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -4997720.500000 Penalty: 5300.276367
	Iteration 29Q: 3 clusters Score -4997720 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -4997785.500000 Penalty: 5300.276367
	Iteration 30Q: 3 clusters Score -4997786 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -4997814.500000 Penalty: 5300.276367
	Iteration 31Q: 3 clusters Score -4997814 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -4997822.500000 Penalty: 5300.276367
	Iteration 32Q: 3 clusters Score -4997822 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -4997837.500000 Penalty: 5300.276367
	Iteration 33Q: 3 clusters Score -4997838 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -4997848.000000 Penalty: 5300.276367
	Iteration 34Q: 3 clusters Score -4997848 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -4997867.000000 Penalty: 5300.276367
	Iteration 35Q: 3 clusters Score -4997867 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -4997867.500000 Penalty: 5300.276367
	Iteration 36Q: 3 clusters Score -4997868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -4997882.500000 Penalty: 5300.276367
	Iteration 37Q: 3 clusters Score -4997882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -4997893.500000 Penalty: 5300.276367
	Iteration 38Q: 3 clusters Score -4997894 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -4997904.500000 Penalty: 5300.276367
	Iteration 39Q: 3 clusters Score -4997904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -4997908.000000 Penalty: 5300.276367
	Iteration 40F: 3 clusters Score -4997908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -4997913.000000 Penalty: 5300.276367
	Iteration 41Q: 3 clusters Score -4997913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -4997913.000000 Penalty: 5300.276367
	Iteration 42Q: 3 clusters Score -4997913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -4997916.500000 Penalty: 5300.276367
	Iteration 43Q: 3 clusters Score -4997916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -4997918.500000 Penalty: 5300.276367
	Iteration 44Q: 3 clusters Score -4997918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -4997923.000000 Penalty: 5300.276367
	Iteration 45Q: 3 clusters Score -4997923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -4997927.000000 Penalty: 5300.276367
	Iteration 46Q: 3 clusters Score -4997927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -4997927.000000 Penalty: 5300.276367
	Iteration 47Q: 3 clusters Score -4997927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -4997934.000000 Penalty: 5300.276367
	Iteration 48Q: 3 clusters Score -4997934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -4997943.000000 Penalty: 5300.276367
	Iteration 49Q: 3 clusters Score -4997943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -4997957.500000 Penalty: 5300.276367
	Iteration 50Q: 3 clusters Score -4997958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -4997956.000000 Penalty: 5300.276367
	Iteration 51Q: 3 clusters Score -4997956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -4997956.500000 Penalty: 5300.276367
	Iteration 52Q: 3 clusters Score -4997956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -4997969.500000 Penalty: 5300.276367
	Iteration 53Q: 3 clusters Score -4997970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -4997958.500000 Penalty: 5300.276367
	Iteration 54Q: 3 clusters Score -4997958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4997964.500000 Penalty: 5300.276367
	Iteration 55Q: 3 clusters Score -4997964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -4997965.500000 Penalty: 5300.276367
	Iteration 56Q: 3 clusters Score -4997966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -4997965.500000 Penalty: 5300.276367
	Iteration 57Q: 3 clusters Score -4997966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -4997965.500000 Penalty: 5300.276367
	Iteration 58F: 3 clusters Score -4997966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (67928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67928 members 
Entering Unmasked Estep 
Score: -8207369.500000 Penalty: 2759.298584
	Iteration 0F: 2 clusters Score -8207370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -8161878.500000 Penalty: 5518.597168
	Iteration 0F: 3 clusters Score -8161878 nChanged 31606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -8180034.000000 Penalty: 5518.597168
	Iteration 1F: 3 clusters Score -8180034 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -8180950.500000 Penalty: 5518.597168
	Iteration 2Q: 3 clusters Score -8180950 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -8182222.000000 Penalty: 5518.597168
	Iteration 3Q: 3 clusters Score -8182222 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -8184045.500000 Penalty: 5518.597168
	Iteration 4F: 3 clusters Score -8184046 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -8186407.000000 Penalty: 5518.597168
	Iteration 5F: 3 clusters Score -8186407 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -8189294.500000 Penalty: 5518.597168
	Iteration 6F: 3 clusters Score -8189294 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -8192359.500000 Penalty: 5518.597168
	Iteration 7F: 3 clusters Score -8192360 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54095 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -8195275.000000 Penalty: 5518.597168
	Iteration 8F: 3 clusters Score -8195275 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56838 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -8197795.000000 Penalty: 5518.597168
	Iteration 9Q: 3 clusters Score -8197795 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58934 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -8199752.500000 Penalty: 5518.597168
	Iteration 10Q: 3 clusters Score -8199752 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60320 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -8201051.000000 Penalty: 5518.597168
	Iteration 11Q: 3 clusters Score -8201051 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61342 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -8201916.500000 Penalty: 5518.597168
	Iteration 12Q: 3 clusters Score -8201916 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62082 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -8202475.000000 Penalty: 5518.597168
	Iteration 13Q: 3 clusters Score -8202475 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62709 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -8202969.000000 Penalty: 5518.597168
	Iteration 14Q: 3 clusters Score -8202969 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63240 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -8203311.000000 Penalty: 5518.597168
	Iteration 15Q: 3 clusters Score -8203311 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63694 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -8203577.500000 Penalty: 5518.597168
	Iteration 16Q: 3 clusters Score -8203578 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64133 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -8203814.000000 Penalty: 5518.597168
	Iteration 17Q: 3 clusters Score -8203814 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -8204020.500000 Penalty: 5518.597168
	Iteration 18Q: 3 clusters Score -8204020 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -8204177.000000 Penalty: 5518.597168
	Iteration 19Q: 3 clusters Score -8204177 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65138 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -8204345.000000 Penalty: 5518.597168
	Iteration 20F: 3 clusters Score -8204345 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65369 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -8204477.000000 Penalty: 5518.597168
	Iteration 21Q: 3 clusters Score -8204477 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65567 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -8204577.500000 Penalty: 5518.597168
	Iteration 22Q: 3 clusters Score -8204578 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65749 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -8204641.500000 Penalty: 5518.597168
	Iteration 23Q: 3 clusters Score -8204642 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65910 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -8204718.500000 Penalty: 5518.597168
	Iteration 24Q: 3 clusters Score -8204718 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66047 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -8204781.000000 Penalty: 5518.597168
	Iteration 25Q: 3 clusters Score -8204781 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66160 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8204822.500000 Penalty: 5518.597168
	Iteration 26Q: 3 clusters Score -8204822 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66248 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -8204871.000000 Penalty: 5518.597168
	Iteration 27Q: 3 clusters Score -8204871 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66326 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -8204884.500000 Penalty: 5518.597168
	Iteration 28Q: 3 clusters Score -8204884 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66396 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -8204911.500000 Penalty: 5518.597168
	Iteration 29Q: 3 clusters Score -8204912 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66443 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -8204929.000000 Penalty: 5518.597168
	Iteration 30Q: 3 clusters Score -8204929 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66483 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -8204963.000000 Penalty: 5518.597168
	Iteration 31Q: 3 clusters Score -8204963 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66524 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8204985.000000 Penalty: 5518.597168
	Iteration 32Q: 3 clusters Score -8204985 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66561 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8205010.500000 Penalty: 5518.597168
	Iteration 33Q: 3 clusters Score -8205010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66591 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -8205027.000000 Penalty: 5518.597168
	Iteration 34Q: 3 clusters Score -8205027 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66616 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8205053.000000 Penalty: 5518.597168
	Iteration 35Q: 3 clusters Score -8205053 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66642 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8205060.500000 Penalty: 5518.597168
	Iteration 36Q: 3 clusters Score -8205060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66675 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8205069.500000 Penalty: 5518.597168
	Iteration 37Q: 3 clusters Score -8205070 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66707 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8205081.000000 Penalty: 5518.597168
	Iteration 38Q: 3 clusters Score -8205081 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66738 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8205095.500000 Penalty: 5518.597168
	Iteration 39Q: 3 clusters Score -8205096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66760 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8205097.000000 Penalty: 5518.597168
	Iteration 40F: 3 clusters Score -8205097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66771 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -8205110.000000 Penalty: 5518.597168
	Iteration 41Q: 3 clusters Score -8205110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66787 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8205110.000000 Penalty: 5518.597168
	Iteration 42Q: 3 clusters Score -8205110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66805 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -8205107.000000 Penalty: 5518.597168
	Iteration 43Q: 3 clusters Score -8205107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66817 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -8205133.000000 Penalty: 5518.597168
	Iteration 44Q: 3 clusters Score -8205133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66830 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8205130.000000 Penalty: 5518.597168
	Iteration 45Q: 3 clusters Score -8205130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66834 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -8205127.000000 Penalty: 5518.597168
	Iteration 46Q: 3 clusters Score -8205127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66834 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -8205134.500000 Penalty: 5518.597168
	Iteration 47Q: 3 clusters Score -8205134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66836 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8205129.000000 Penalty: 5518.597168
	Iteration 48Q: 3 clusters Score -8205129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66837 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -8205136.000000 Penalty: 5518.597168
	Iteration 49Q: 3 clusters Score -8205136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66839 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8205123.000000 Penalty: 5518.597168
	Iteration 50Q: 3 clusters Score -8205123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66842 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8205127.500000 Penalty: 5518.597168
	Iteration 51Q: 3 clusters Score -8205128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66845 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -8205126.500000 Penalty: 5518.597168
	Iteration 52Q: 3 clusters Score -8205126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66849 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8205128.500000 Penalty: 5518.597168
	Iteration 53Q: 3 clusters Score -8205128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66850 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -8205130.000000 Penalty: 5518.597168
	Iteration 54Q: 3 clusters Score -8205130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66851 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8205130.000000 Penalty: 5518.597168
	Iteration 55Q: 3 clusters Score -8205130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66851 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8205130.000000 Penalty: 5518.597168
	Iteration 56F: 3 clusters Score -8205130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (107134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107134 members 
Entering Unmasked Estep 
Score: -13063047.000000 Penalty: 2872.295166
	Iteration 0F: 2 clusters Score -1.306305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -12991469.000000 Penalty: 5744.590332
	Iteration 0F: 3 clusters Score -1.299147e+07 nChanged 50871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52625 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -13021161.000000 Penalty: 5744.590332
	Iteration 1F: 3 clusters Score -1.302116e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51782 members 
Mstep: Class 2 contains 55352 members 
Entering Unmasked Estep 
Score: -13023100.000000 Penalty: 5744.590332
	Iteration 2Q: 3 clusters Score -1.30231e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 56719 members 
Entering Unmasked Estep 
Score: -13025726.000000 Penalty: 5744.590332
	Iteration 3F: 3 clusters Score -1.302573e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 59054 members 
Entering Unmasked Estep 
Score: -13029259.000000 Penalty: 5744.590332
	Iteration 4F: 3 clusters Score -1.302926e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 62323 members 
Entering Unmasked Estep 
Score: -13033432.000000 Penalty: 5744.590332
	Iteration 5F: 3 clusters Score -1.303343e+07 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 66448 members 
Entering Unmasked Estep 
Score: -13037680.000000 Penalty: 5744.590332
	Iteration 6F: 3 clusters Score -1.303768e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 70937 members 
Entering Unmasked Estep 
Score: -13041381.000000 Penalty: 5744.590332
	Iteration 7F: 3 clusters Score -1.304138e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 75574 members 
Entering Unmasked Estep 
Score: -13044791.000000 Penalty: 5744.590332
	Iteration 8F: 3 clusters Score -1.304479e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 80127 members 
Entering Unmasked Estep 
Score: -13048063.000000 Penalty: 5744.590332
	Iteration 9Q: 3 clusters Score -1.304806e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 84372 members 
Entering Unmasked Estep 
Score: -13051283.000000 Penalty: 5744.590332
	Iteration 10Q: 3 clusters Score -1.305128e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 88064 members 
Entering Unmasked Estep 
Score: -13054419.000000 Penalty: 5744.590332
	Iteration 11Q: 3 clusters Score -1.305442e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 91049 members 
Entering Unmasked Estep 
Score: -13057565.000000 Penalty: 5744.590332
	Iteration 12Q: 3 clusters Score -1.305756e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 93246 members 
Entering Unmasked Estep 
Score: -13059754.000000 Penalty: 5744.590332
	Iteration 13Q: 3 clusters Score -1.305975e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 94859 members 
Entering Unmasked Estep 
Score: -13061066.000000 Penalty: 5744.590332
	Iteration 14Q: 3 clusters Score -1.306107e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 96123 members 
Entering Unmasked Estep 
Score: -13061722.000000 Penalty: 5744.590332
	Iteration 15Q: 3 clusters Score -1.306172e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 97089 members 
Entering Unmasked Estep 
Score: -13062242.000000 Penalty: 5744.590332
	Iteration 16Q: 3 clusters Score -1.306224e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 97809 members 
Entering Unmasked Estep 
Score: -13062568.000000 Penalty: 5744.590332
	Iteration 17Q: 3 clusters Score -1.306257e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 98369 members 
Entering Unmasked Estep 
Score: -13062762.000000 Penalty: 5744.590332
	Iteration 18Q: 3 clusters Score -1.306276e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 98816 members 
Entering Unmasked Estep 
Score: -13062911.000000 Penalty: 5744.590332
	Iteration 19Q: 3 clusters Score -1.306291e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 99168 members 
Entering Unmasked Estep 
Score: -13062982.000000 Penalty: 5744.590332
	Iteration 20F: 3 clusters Score -1.306298e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 99450 members 
Entering Unmasked Estep 
Score: -13062967.000000 Penalty: 5744.590332
	Iteration 21Q: 3 clusters Score -1.306297e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 99698 members 
Entering Unmasked Estep 
Score: -13063033.000000 Penalty: 5744.590332
	Iteration 22Q: 3 clusters Score -1.306303e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 99901 members 
Entering Unmasked Estep 
Score: -13063121.000000 Penalty: 5744.590332
	Iteration 23Q: 3 clusters Score -1.306312e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 100077 members 
Entering Unmasked Estep 
Score: -13063146.000000 Penalty: 5744.590332
	Iteration 24Q: 3 clusters Score -1.306315e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 100224 members 
Entering Unmasked Estep 
Score: -13063153.000000 Penalty: 5744.590332
	Iteration 25Q: 3 clusters Score -1.306315e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 100347 members 
Entering Unmasked Estep 
Score: -13063154.000000 Penalty: 5744.590332
	Iteration 26Q: 3 clusters Score -1.306315e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 100450 members 
Entering Unmasked Estep 
Score: -13063176.000000 Penalty: 5744.590332
	Iteration 27Q: 3 clusters Score -1.306318e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 100527 members 
Entering Unmasked Estep 
Score: -13063154.000000 Penalty: 5744.590332
	Iteration 28Q: 3 clusters Score -1.306315e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 100602 members 
Entering Unmasked Estep 
Score: -13063188.000000 Penalty: 5744.590332
	Iteration 29Q: 3 clusters Score -1.306319e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 100670 members 
Entering Unmasked Estep 
Score: -13063226.000000 Penalty: 5744.590332
	Iteration 30Q: 3 clusters Score -1.306323e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 100738 members 
Entering Unmasked Estep 
Score: -13063213.000000 Penalty: 5744.590332
	Iteration 31Q: 3 clusters Score -1.306321e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 100793 members 
Entering Unmasked Estep 
Score: -13063193.000000 Penalty: 5744.590332
	Iteration 32Q: 3 clusters Score -1.306319e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 100837 members 
Entering Unmasked Estep 
Score: -13063210.000000 Penalty: 5744.590332
	Iteration 33Q: 3 clusters Score -1.306321e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 100880 members 
Entering Unmasked Estep 
Score: -13063233.000000 Penalty: 5744.590332
	Iteration 34Q: 3 clusters Score -1.306323e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 100929 members 
Entering Unmasked Estep 
Score: -13063241.000000 Penalty: 5744.590332
	Iteration 35Q: 3 clusters Score -1.306324e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 100986 members 
Entering Unmasked Estep 
Score: -13063259.000000 Penalty: 5744.590332
	Iteration 36Q: 3 clusters Score -1.306326e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 101040 members 
Entering Unmasked Estep 
Score: -13063246.000000 Penalty: 5744.590332
	Iteration 37Q: 3 clusters Score -1.306325e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 101088 members 
Entering Unmasked Estep 
Score: -13063257.000000 Penalty: 5744.590332
	Iteration 38Q: 3 clusters Score -1.306326e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 101126 members 
Entering Unmasked Estep 
Score: -13063245.000000 Penalty: 5744.590332
	Iteration 39Q: 3 clusters Score -1.306324e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 101157 members 
Entering Unmasked Estep 
Score: -13063227.000000 Penalty: 5744.590332
	Iteration 40F: 3 clusters Score -1.306323e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 101183 members 
Entering Unmasked Estep 
Score: -13063226.000000 Penalty: 5744.590332
	Iteration 41Q: 3 clusters Score -1.306323e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 101215 members 
Entering Unmasked Estep 
Score: -13063223.000000 Penalty: 5744.590332
	Iteration 42Q: 3 clusters Score -1.306322e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 101239 members 
Entering Unmasked Estep 
Score: -13063238.000000 Penalty: 5744.590332
	Iteration 43Q: 3 clusters Score -1.306324e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 101262 members 
Entering Unmasked Estep 
Score: -13063247.000000 Penalty: 5744.590332
	Iteration 44Q: 3 clusters Score -1.306325e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 101281 members 
Entering Unmasked Estep 
Score: -13063242.000000 Penalty: 5744.590332
	Iteration 45Q: 3 clusters Score -1.306324e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 101300 members 
Entering Unmasked Estep 
Score: -13063232.000000 Penalty: 5744.590332
	Iteration 46Q: 3 clusters Score -1.306323e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 101317 members 
Entering Unmasked Estep 
Score: -13063241.000000 Penalty: 5744.590332
	Iteration 47Q: 3 clusters Score -1.306324e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 101336 members 
Entering Unmasked Estep 
Score: -13063217.000000 Penalty: 5744.590332
	Iteration 48Q: 3 clusters Score -1.306322e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 101352 members 
Entering Unmasked Estep 
Score: -13063222.000000 Penalty: 5744.590332
	Iteration 49Q: 3 clusters Score -1.306322e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 101369 members 
Entering Unmasked Estep 
Score: -13063222.000000 Penalty: 5744.590332
	Iteration 50Q: 3 clusters Score -1.306322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 101384 members 
Entering Unmasked Estep 
Score: -13063212.000000 Penalty: 5744.590332
	Iteration 51Q: 3 clusters Score -1.306321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 101396 members 
Entering Unmasked Estep 
Score: -13063217.000000 Penalty: 5744.590332
	Iteration 52Q: 3 clusters Score -1.306322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 101405 members 
Entering Unmasked Estep 
Score: -13063212.000000 Penalty: 5744.590332
	Iteration 53Q: 3 clusters Score -1.306321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 101413 members 
Entering Unmasked Estep 
Score: -13063212.000000 Penalty: 5744.590332
	Iteration 54Q: 3 clusters Score -1.306321e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 101426 members 
Entering Unmasked Estep 
Score: -13063220.000000 Penalty: 5744.590332
	Iteration 55Q: 3 clusters Score -1.306322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 101436 members 
Entering Unmasked Estep 
Score: -13063210.000000 Penalty: 5744.590332
	Iteration 56Q: 3 clusters Score -1.306321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 101446 members 
Entering Unmasked Estep 
Score: -13063202.000000 Penalty: 5744.590332
	Iteration 57Q: 3 clusters Score -1.30632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 101456 members 
Entering Unmasked Estep 
Score: -13063203.000000 Penalty: 5744.590332
	Iteration 58Q: 3 clusters Score -1.30632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 101464 members 
Entering Unmasked Estep 
Score: -13063204.000000 Penalty: 5744.590332
	Iteration 59Q: 3 clusters Score -1.30632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 101472 members 
Entering Unmasked Estep 
Score: -13063215.000000 Penalty: 5744.590332
	Iteration 60F: 3 clusters Score -1.306322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 101486 members 
Entering Unmasked Estep 
Score: -13063209.000000 Penalty: 5744.590332
	Iteration 61Q: 3 clusters Score -1.306321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 101495 members 
Entering Unmasked Estep 
Score: -13063212.000000 Penalty: 5744.590332
	Iteration 62Q: 3 clusters Score -1.306321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 101502 members 
Entering Unmasked Estep 
Score: -13063215.000000 Penalty: 5744.590332
	Iteration 63Q: 3 clusters Score -1.306322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 101505 members 
Entering Unmasked Estep 
Score: -13063210.000000 Penalty: 5744.590332
	Iteration 64Q: 3 clusters Score -1.306321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 101507 members 
Entering Unmasked Estep 
Score: -13063214.000000 Penalty: 5744.590332
	Iteration 65Q: 3 clusters Score -1.306321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 101510 members 
Entering Unmasked Estep 
Score: -13063229.000000 Penalty: 5744.590332
	Iteration 66Q: 3 clusters Score -1.306323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 101514 members 
Entering Unmasked Estep 
Score: -13063222.000000 Penalty: 5744.590332
	Iteration 67Q: 3 clusters Score -1.306322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 101519 members 
Entering Unmasked Estep 
Score: -13063222.000000 Penalty: 5744.590332
	Iteration 68Q: 3 clusters Score -1.306322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 101523 members 
Entering Unmasked Estep 
Score: -13063220.000000 Penalty: 5744.590332
	Iteration 69Q: 3 clusters Score -1.306322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 101525 members 
Entering Unmasked Estep 
Score: -13063219.000000 Penalty: 5744.590332
	Iteration 70Q: 3 clusters Score -1.306322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 101526 members 
Entering Unmasked Estep 
Score: -13063224.000000 Penalty: 5744.590332
	Iteration 71Q: 3 clusters Score -1.306322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 101527 members 
Entering Unmasked Estep 
Score: -13063217.000000 Penalty: 5744.590332
	Iteration 72Q: 3 clusters Score -1.306322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 101527 members 
Entering Unmasked Estep 
Score: -13063217.000000 Penalty: 5744.590332
	Iteration 73F: 3 clusters Score -1.306322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 57109 members 
Mstep: Class 2 contains 23641 members 
Mstep: Class 3 contains 15107 members 
Mstep: Class 4 contains 50067 members 
Mstep: Class 5 contains 101527 members 
Mstep: Class 6 contains 127471 members 
Mstep: Class 7 contains 4910 members 
Mstep: Class 9 contains 43741 members 
Mstep: Class 10 contains 67928 members 
Mstep: Class 11 contains 5607 members 
Mstep: Class 12 contains 301029 members 
Mstep: Class 13 contains 163573 members 
Mstep: Class 14 contains 43661 members 
Mstep: Class 15 contains 3024 members 
Mstep: Class 16 contains 162445 members 
Mstep: Class 17 contains 29377 members 
Mstep: Class 18 contains 16667 members 
Mstep: Class 19 contains 72650 members 
Mstep: Class 20 contains 4934 members 
Mstep: Class 21 contains 38148 members 
Entering Unmasked Estep 
Score: -158346032.000000 Penalty: 69949.304688
Splitting cluster 11 changes total score from -158335216.000000 to -158346032.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 12 (301029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301029 members 
Entering Unmasked Estep 
Score: -36705412.000000 Penalty: 3128.510498
	Iteration 0F: 2 clusters Score -3.670541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151060 members 
Mstep: Class 2 contains 149969 members 
Entering Unmasked Estep 
Score: -36538748.000000 Penalty: 6257.020996
	Iteration 0F: 3 clusters Score -3.653875e+07 nChanged 145655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158155 members 
Mstep: Class 2 contains 142874 members 
Entering Unmasked Estep 
Score: -36625140.000000 Penalty: 6257.020996
	Iteration 1F: 3 clusters Score -3.662514e+07 nChanged 9859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161514 members 
Mstep: Class 2 contains 139515 members 
Entering Unmasked Estep 
Score: -36628800.000000 Penalty: 6257.020996
	Iteration 2Q: 3 clusters Score -3.66288e+07 nChanged 12788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165774 members 
Mstep: Class 2 contains 135255 members 
Entering Unmasked Estep 
Score: -36637684.000000 Penalty: 6257.020996
	Iteration 3Q: 3 clusters Score -3.663768e+07 nChanged 17055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169363 members 
Mstep: Class 2 contains 131666 members 
Entering Unmasked Estep 
Score: -36651488.000000 Penalty: 6257.020996
	Iteration 4F: 3 clusters Score -3.665149e+07 nChanged 20688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170205 members 
Mstep: Class 2 contains 130824 members 
Entering Unmasked Estep 
Score: -36665444.000000 Penalty: 6257.020996
	Iteration 5F: 3 clusters Score -3.666544e+07 nChanged 21016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169395 members 
Mstep: Class 2 contains 131634 members 
Entering Unmasked Estep 
Score: -36677072.000000 Penalty: 6257.020996
	Iteration 6F: 3 clusters Score -3.667707e+07 nChanged 19095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168348 members 
Mstep: Class 2 contains 132681 members 
Entering Unmasked Estep 
Score: -36687524.000000 Penalty: 6257.020996
	Iteration 7F: 3 clusters Score -3.668752e+07 nChanged 16166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167766 members 
Mstep: Class 2 contains 133263 members 
Entering Unmasked Estep 
Score: -36694924.000000 Penalty: 6257.020996
	Iteration 8F: 3 clusters Score -3.669492e+07 nChanged 13072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168016 members 
Mstep: Class 2 contains 133013 members 
Entering Unmasked Estep 
Score: -36700512.000000 Penalty: 6257.020996
	Iteration 9Q: 3 clusters Score -3.670051e+07 nChanged 10701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168763 members 
Mstep: Class 2 contains 132266 members 
Entering Unmasked Estep 
Score: -36704316.000000 Penalty: 6257.020996
	Iteration 10Q: 3 clusters Score -3.670432e+07 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169835 members 
Mstep: Class 2 contains 131194 members 
Entering Unmasked Estep 
Score: -36706792.000000 Penalty: 6257.020996
	Iteration 11Q: 3 clusters Score -3.670679e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171164 members 
Mstep: Class 2 contains 129865 members 
Entering Unmasked Estep 
Score: -36708396.000000 Penalty: 6257.020996
	Iteration 12Q: 3 clusters Score -3.67084e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172656 members 
Mstep: Class 2 contains 128373 members 
Entering Unmasked Estep 
Score: -36709436.000000 Penalty: 6257.020996
	Iteration 13Q: 3 clusters Score -3.670944e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174198 members 
Mstep: Class 2 contains 126831 members 
Entering Unmasked Estep 
Score: -36710260.000000 Penalty: 6257.020996
	Iteration 14Q: 3 clusters Score -3.671026e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175793 members 
Mstep: Class 2 contains 125236 members 
Entering Unmasked Estep 
Score: -36710840.000000 Penalty: 6257.020996
	Iteration 15Q: 3 clusters Score -3.671084e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177333 members 
Mstep: Class 2 contains 123696 members 
Entering Unmasked Estep 
Score: -36711072.000000 Penalty: 6257.020996
	Iteration 16Q: 3 clusters Score -3.671107e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179003 members 
Mstep: Class 2 contains 122026 members 
Entering Unmasked Estep 
Score: -36711536.000000 Penalty: 6257.020996
	Iteration 17Q: 3 clusters Score -3.671154e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180676 members 
Mstep: Class 2 contains 120353 members 
Entering Unmasked Estep 
Score: -36711732.000000 Penalty: 6257.020996
	Iteration 18Q: 3 clusters Score -3.671173e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182279 members 
Mstep: Class 2 contains 118750 members 
Entering Unmasked Estep 
Score: -36711916.000000 Penalty: 6257.020996
	Iteration 19Q: 3 clusters Score -3.671192e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183834 members 
Mstep: Class 2 contains 117195 members 
Entering Unmasked Estep 
Score: -36712268.000000 Penalty: 6257.020996
	Iteration 20F: 3 clusters Score -3.671227e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185346 members 
Mstep: Class 2 contains 115683 members 
Entering Unmasked Estep 
Score: -36712368.000000 Penalty: 6257.020996
	Iteration 21Q: 3 clusters Score -3.671237e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186796 members 
Mstep: Class 2 contains 114233 members 
Entering Unmasked Estep 
Score: -36712516.000000 Penalty: 6257.020996
	Iteration 22Q: 3 clusters Score -3.671252e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188238 members 
Mstep: Class 2 contains 112791 members 
Entering Unmasked Estep 
Score: -36712472.000000 Penalty: 6257.020996
	Iteration 23Q: 3 clusters Score -3.671247e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189579 members 
Mstep: Class 2 contains 111450 members 
Entering Unmasked Estep 
Score: -36712540.000000 Penalty: 6257.020996
	Iteration 24Q: 3 clusters Score -3.671254e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190871 members 
Mstep: Class 2 contains 110158 members 
Entering Unmasked Estep 
Score: -36712500.000000 Penalty: 6257.020996
	Iteration 25Q: 3 clusters Score -3.67125e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192113 members 
Mstep: Class 2 contains 108916 members 
Entering Unmasked Estep 
Score: -36712492.000000 Penalty: 6257.020996
	Iteration 26Q: 3 clusters Score -3.671249e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193262 members 
Mstep: Class 2 contains 107767 members 
Entering Unmasked Estep 
Score: -36712444.000000 Penalty: 6257.020996
	Iteration 27Q: 3 clusters Score -3.671244e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194238 members 
Mstep: Class 2 contains 106791 members 
Entering Unmasked Estep 
Score: -36712524.000000 Penalty: 6257.020996
	Iteration 28Q: 3 clusters Score -3.671252e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195076 members 
Mstep: Class 2 contains 105953 members 
Entering Unmasked Estep 
Score: -36712400.000000 Penalty: 6257.020996
	Iteration 29Q: 3 clusters Score -3.67124e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195839 members 
Mstep: Class 2 contains 105190 members 
Entering Unmasked Estep 
Score: -36712388.000000 Penalty: 6257.020996
	Iteration 30Q: 3 clusters Score -3.671239e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196502 members 
Mstep: Class 2 contains 104527 members 
Entering Unmasked Estep 
Score: -36712304.000000 Penalty: 6257.020996
	Iteration 31Q: 3 clusters Score -3.67123e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197139 members 
Mstep: Class 2 contains 103890 members 
Entering Unmasked Estep 
Score: -36712320.000000 Penalty: 6257.020996
	Iteration 32Q: 3 clusters Score -3.671232e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197721 members 
Mstep: Class 2 contains 103308 members 
Entering Unmasked Estep 
Score: -36712412.000000 Penalty: 6257.020996
	Iteration 33Q: 3 clusters Score -3.671241e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198238 members 
Mstep: Class 2 contains 102791 members 
Entering Unmasked Estep 
Score: -36712308.000000 Penalty: 6257.020996
	Iteration 34Q: 3 clusters Score -3.671231e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198646 members 
Mstep: Class 2 contains 102383 members 
Entering Unmasked Estep 
Score: -36712252.000000 Penalty: 6257.020996
	Iteration 35Q: 3 clusters Score -3.671225e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198974 members 
Mstep: Class 2 contains 102055 members 
Entering Unmasked Estep 
Score: -36712320.000000 Penalty: 6257.020996
	Iteration 36Q: 3 clusters Score -3.671232e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199255 members 
Mstep: Class 2 contains 101774 members 
Entering Unmasked Estep 
Score: -36712300.000000 Penalty: 6257.020996
	Iteration 37Q: 3 clusters Score -3.67123e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199468 members 
Mstep: Class 2 contains 101561 members 
Entering Unmasked Estep 
Score: -36712408.000000 Penalty: 6257.020996
	Iteration 38Q: 3 clusters Score -3.671241e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199639 members 
Mstep: Class 2 contains 101390 members 
Entering Unmasked Estep 
Score: -36712428.000000 Penalty: 6257.020996
	Iteration 39Q: 3 clusters Score -3.671243e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199771 members 
Mstep: Class 2 contains 101258 members 
Entering Unmasked Estep 
Score: -36712364.000000 Penalty: 6257.020996
	Iteration 40F: 3 clusters Score -3.671236e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199893 members 
Mstep: Class 2 contains 101136 members 
Entering Unmasked Estep 
Score: -36712380.000000 Penalty: 6257.020996
	Iteration 41Q: 3 clusters Score -3.671238e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199986 members 
Mstep: Class 2 contains 101043 members 
Entering Unmasked Estep 
Score: -36712452.000000 Penalty: 6257.020996
	Iteration 42Q: 3 clusters Score -3.671245e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200054 members 
Mstep: Class 2 contains 100975 members 
Entering Unmasked Estep 
Score: -36712376.000000 Penalty: 6257.020996
	Iteration 43Q: 3 clusters Score -3.671238e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200108 members 
Mstep: Class 2 contains 100921 members 
Entering Unmasked Estep 
Score: -36712372.000000 Penalty: 6257.020996
	Iteration 44Q: 3 clusters Score -3.671237e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200166 members 
Mstep: Class 2 contains 100863 members 
Entering Unmasked Estep 
Score: -36712344.000000 Penalty: 6257.020996
	Iteration 45Q: 3 clusters Score -3.671234e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200188 members 
Mstep: Class 2 contains 100841 members 
Entering Unmasked Estep 
Score: -36712316.000000 Penalty: 6257.020996
	Iteration 46Q: 3 clusters Score -3.671232e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200207 members 
Mstep: Class 2 contains 100822 members 
Entering Unmasked Estep 
Score: -36712268.000000 Penalty: 6257.020996
	Iteration 47Q: 3 clusters Score -3.671227e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200162 members 
Mstep: Class 2 contains 100867 members 
Entering Unmasked Estep 
Score: -36712236.000000 Penalty: 6257.020996
	Iteration 48Q: 3 clusters Score -3.671224e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200156 members 
Mstep: Class 2 contains 100873 members 
Entering Unmasked Estep 
Score: -36712204.000000 Penalty: 6257.020996
	Iteration 49Q: 3 clusters Score -3.67122e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200158 members 
Mstep: Class 2 contains 100871 members 
Entering Unmasked Estep 
Score: -36712168.000000 Penalty: 6257.020996
	Iteration 50Q: 3 clusters Score -3.671217e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200140 members 
Mstep: Class 2 contains 100889 members 
Entering Unmasked Estep 
Score: -36712236.000000 Penalty: 6257.020996
	Iteration 51Q: 3 clusters Score -3.671224e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200143 members 
Mstep: Class 2 contains 100886 members 
Entering Unmasked Estep 
Score: -36712116.000000 Penalty: 6257.020996
	Iteration 52Q: 3 clusters Score -3.671212e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200149 members 
Mstep: Class 2 contains 100880 members 
Entering Unmasked Estep 
Score: -36712164.000000 Penalty: 6257.020996
	Iteration 53Q: 3 clusters Score -3.671216e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200151 members 
Mstep: Class 2 contains 100878 members 
Entering Unmasked Estep 
Score: -36712180.000000 Penalty: 6257.020996
	Iteration 54Q: 3 clusters Score -3.671218e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200156 members 
Mstep: Class 2 contains 100873 members 
Entering Unmasked Estep 
Score: -36712212.000000 Penalty: 6257.020996
	Iteration 55Q: 3 clusters Score -3.671221e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200160 members 
Mstep: Class 2 contains 100869 members 
Entering Unmasked Estep 
Score: -36712212.000000 Penalty: 6257.020996
	Iteration 56Q: 3 clusters Score -3.671221e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200168 members 
Mstep: Class 2 contains 100861 members 
Entering Unmasked Estep 
Score: -36712196.000000 Penalty: 6257.020996
	Iteration 57Q: 3 clusters Score -3.67122e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200171 members 
Mstep: Class 2 contains 100858 members 
Entering Unmasked Estep 
Score: -36712184.000000 Penalty: 6257.020996
	Iteration 58Q: 3 clusters Score -3.671218e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200167 members 
Mstep: Class 2 contains 100862 members 
Entering Unmasked Estep 
Score: -36712212.000000 Penalty: 6257.020996
	Iteration 59Q: 3 clusters Score -3.671221e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200158 members 
Mstep: Class 2 contains 100871 members 
Entering Unmasked Estep 
Score: -36712208.000000 Penalty: 6257.020996
	Iteration 60F: 3 clusters Score -3.671221e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200159 members 
Mstep: Class 2 contains 100870 members 
Entering Unmasked Estep 
Score: -36712192.000000 Penalty: 6257.020996
	Iteration 61Q: 3 clusters Score -3.671219e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200150 members 
Mstep: Class 2 contains 100879 members 
Entering Unmasked Estep 
Score: -36712176.000000 Penalty: 6257.020996
	Iteration 62Q: 3 clusters Score -3.671218e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200139 members 
Mstep: Class 2 contains 100890 members 
Entering Unmasked Estep 
Score: -36712220.000000 Penalty: 6257.020996
	Iteration 63Q: 3 clusters Score -3.671222e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200111 members 
Mstep: Class 2 contains 100918 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3.67122e+07 nChanged 77
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Mstep: Class 1 contains 200084 members 
Mstep: Class 2 contains 100945 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3.671222e+07 nChanged 74
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Mstep: Class 2 contains 100963 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3.671227e+07 nChanged 79
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Mstep: Class 2 contains 100974 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3.671224e+07 nChanged 79
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Mstep: Class 2 contains 100989 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3.671225e+07 nChanged 103
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Mstep: Class 2 contains 101008 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3.671227e+07 nChanged 79
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Mstep: Class 2 contains 101027 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3.671237e+07 nChanged 92
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Mstep: Class 2 contains 101039 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3.67124e+07 nChanged 98
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Mstep: Class 2 contains 101043 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3.671243e+07 nChanged 97
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Mstep: Class 2 contains 101046 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3.671244e+07 nChanged 98
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Mstep: Class 2 contains 101060 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3.671247e+07 nChanged 100
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Mstep: Class 2 contains 101076 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3.67125e+07 nChanged 84
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Mstep: Class 2 contains 101094 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3.67125e+07 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101123 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3.671253e+07 nChanged 97
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Mstep: Class 2 contains 101154 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3.671253e+07 nChanged 108
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Mstep: Class 2 contains 101184 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3.671253e+07 nChanged 115
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Mstep: Class 2 contains 101207 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3.671249e+07 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101256 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3.671252e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101302 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3.671248e+07 nChanged 112
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Mstep: Class 2 contains 101340 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3.671246e+07 nChanged 91
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3.671249e+07 nChanged 100
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Mstep: Class 2 contains 101419 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3.671249e+07 nChanged 85
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Mstep: Class 2 contains 101448 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3.671247e+07 nChanged 75
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Mstep: Class 2 contains 101465 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3.671248e+07 nChanged 71
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Entering Unmasked Estep 
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Mstep: Class 2 contains 101497 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3.671249e+07 nChanged 59
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3.671251e+07 nChanged 61
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3.671254e+07 nChanged 59
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3.671256e+07 nChanged 42
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3.671254e+07 nChanged 35
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3.671252e+07 nChanged 36
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3.671252e+07 nChanged 36
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3.671252e+07 nChanged 34
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3.67125e+07 nChanged 32
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3.671251e+07 nChanged 31
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3.671251e+07 nChanged 25
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3.671252e+07 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3.671254e+07 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3.671251e+07 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3.671254e+07 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3.671253e+07 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3.671254e+07 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3.671255e+07 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3.671256e+07 nChanged 23
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3.671256e+07 nChanged 31
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3.67126e+07 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3.671258e+07 nChanged 16
Entering Unmasked Mstep 
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	Iteration 120F: 3 clusters Score -3.671255e+07 nChanged 23
Entering Unmasked Mstep 
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	Iteration 121Q: 3 clusters Score -3.671254e+07 nChanged 28
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	Iteration 122Q: 3 clusters Score -3.671257e+07 nChanged 32
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	Iteration 123Q: 3 clusters Score -3.671256e+07 nChanged 32
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3.671258e+07 nChanged 19
Entering Unmasked Mstep 
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	Iteration 125Q: 3 clusters Score -3.671257e+07 nChanged 15
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	Iteration 126Q: 3 clusters Score -3.671257e+07 nChanged 9
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	Iteration 127Q: 3 clusters Score -3.671258e+07 nChanged 10
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	Iteration 128Q: 3 clusters Score -3.671257e+07 nChanged 7
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	Iteration 129Q: 3 clusters Score -3.671257e+07 nChanged 4
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	Iteration 130Q: 3 clusters Score -3.671256e+07 nChanged 10
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	Iteration 131Q: 3 clusters Score -3.671258e+07 nChanged 5
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	Iteration 132Q: 3 clusters Score -3.671257e+07 nChanged 3
Entering Unmasked Mstep 
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	Iteration 133Q: 3 clusters Score -3.671258e+07 nChanged 5
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	Iteration 134Q: 3 clusters Score -3.671259e+07 nChanged 11
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	Iteration 135Q: 3 clusters Score -3.67126e+07 nChanged 11
Entering Unmasked Mstep 
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	Iteration 136Q: 3 clusters Score -3.67126e+07 nChanged 14
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	Iteration 137Q: 3 clusters Score -3.671259e+07 nChanged 14
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	Iteration 138Q: 3 clusters Score -3.671259e+07 nChanged 17
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	Iteration 139Q: 3 clusters Score -3.67126e+07 nChanged 22
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	Iteration 140F: 3 clusters Score -3.671261e+07 nChanged 23
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3.671264e+07 nChanged 25
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3.671264e+07 nChanged 24
Entering Unmasked Mstep 
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	Iteration 143Q: 3 clusters Score -3.671261e+07 nChanged 27
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3.671261e+07 nChanged 25
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3.671261e+07 nChanged 31
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3.671263e+07 nChanged 36
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3.671262e+07 nChanged 29
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3.671263e+07 nChanged 19
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3.671263e+07 nChanged 16
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3.671265e+07 nChanged 15
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3.671266e+07 nChanged 14
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3.671266e+07 nChanged 11
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	Iteration 153Q: 3 clusters Score -3.671266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199194 members 
Mstep: Class 2 contains 101835 members 
Entering Unmasked Estep 
Score: -36712644.000000 Penalty: 6257.020996
	Iteration 154Q: 3 clusters Score -3.671264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199196 members 
Mstep: Class 2 contains 101833 members 
Entering Unmasked Estep 
Score: -36712656.000000 Penalty: 6257.020996
	Iteration 155Q: 3 clusters Score -3.671266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199197 members 
Mstep: Class 2 contains 101832 members 
Entering Unmasked Estep 
Score: -36712668.000000 Penalty: 6257.020996
	Iteration 156Q: 3 clusters Score -3.671267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199201 members 
Mstep: Class 2 contains 101828 members 
Entering Unmasked Estep 
Score: -36712656.000000 Penalty: 6257.020996
	Iteration 157Q: 3 clusters Score -3.671266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199204 members 
Mstep: Class 2 contains 101825 members 
Entering Unmasked Estep 
Score: -36712668.000000 Penalty: 6257.020996
	Iteration 158Q: 3 clusters Score -3.671267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199210 members 
Mstep: Class 2 contains 101819 members 
Entering Unmasked Estep 
Score: -36712648.000000 Penalty: 6257.020996
	Iteration 159Q: 3 clusters Score -3.671265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199213 members 
Mstep: Class 2 contains 101816 members 
Entering Unmasked Estep 
Score: -36712660.000000 Penalty: 6257.020996
	Iteration 160F: 3 clusters Score -3.671266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199213 members 
Mstep: Class 2 contains 101816 members 
Entering Unmasked Estep 
Score: -36712644.000000 Penalty: 6257.020996
	Iteration 161Q: 3 clusters Score -3.671264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199212 members 
Mstep: Class 2 contains 101817 members 
Entering Unmasked Estep 
Score: -36712652.000000 Penalty: 6257.020996
	Iteration 162Q: 3 clusters Score -3.671265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199213 members 
Mstep: Class 2 contains 101816 members 
Entering Unmasked Estep 
Score: -36712652.000000 Penalty: 6257.020996
	Iteration 163Q: 3 clusters Score -3.671265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199214 members 
Mstep: Class 2 contains 101815 members 
Entering Unmasked Estep 
Score: -36712648.000000 Penalty: 6257.020996
	Iteration 164Q: 3 clusters Score -3.671265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199217 members 
Mstep: Class 2 contains 101812 members 
Entering Unmasked Estep 
Score: -36712648.000000 Penalty: 6257.020996
	Iteration 165Q: 3 clusters Score -3.671265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199219 members 
Mstep: Class 2 contains 101810 members 
Entering Unmasked Estep 
Score: -36712668.000000 Penalty: 6257.020996
	Iteration 166Q: 3 clusters Score -3.671267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199217 members 
Mstep: Class 2 contains 101812 members 
Entering Unmasked Estep 
Score: -36712652.000000 Penalty: 6257.020996
	Iteration 167Q: 3 clusters Score -3.671265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199213 members 
Mstep: Class 2 contains 101816 members 
Entering Unmasked Estep 
Score: -36712668.000000 Penalty: 6257.020996
	Iteration 168Q: 3 clusters Score -3.671267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199210 members 
Mstep: Class 2 contains 101819 members 
Entering Unmasked Estep 
Score: -36712672.000000 Penalty: 6257.020996
	Iteration 169Q: 3 clusters Score -3.671267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199208 members 
Mstep: Class 2 contains 101821 members 
Entering Unmasked Estep 
Score: -36712664.000000 Penalty: 6257.020996
	Iteration 170Q: 3 clusters Score -3.671266e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199205 members 
Mstep: Class 2 contains 101824 members 
Entering Unmasked Estep 
Score: -36712644.000000 Penalty: 6257.020996
	Iteration 171Q: 3 clusters Score -3.671264e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199196 members 
Mstep: Class 2 contains 101833 members 
Entering Unmasked Estep 
Score: -36712640.000000 Penalty: 6257.020996
	Iteration 172Q: 3 clusters Score -3.671264e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199185 members 
Mstep: Class 2 contains 101844 members 
Entering Unmasked Estep 
Score: -36712668.000000 Penalty: 6257.020996
	Iteration 173Q: 3 clusters Score -3.671267e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199180 members 
Mstep: Class 2 contains 101849 members 
Entering Unmasked Estep 
Score: -36712672.000000 Penalty: 6257.020996
	Iteration 174Q: 3 clusters Score -3.671267e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199176 members 
Mstep: Class 2 contains 101853 members 
Entering Unmasked Estep 
Score: -36712648.000000 Penalty: 6257.020996
	Iteration 175Q: 3 clusters Score -3.671265e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199173 members 
Mstep: Class 2 contains 101856 members 
Entering Unmasked Estep 
Score: -36712652.000000 Penalty: 6257.020996
	Iteration 176Q: 3 clusters Score -3.671265e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199170 members 
Mstep: Class 2 contains 101859 members 
Entering Unmasked Estep 
Score: -36712640.000000 Penalty: 6257.020996
	Iteration 177Q: 3 clusters Score -3.671264e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199168 members 
Mstep: Class 2 contains 101861 members 
Entering Unmasked Estep 
Score: -36712652.000000 Penalty: 6257.020996
	Iteration 178Q: 3 clusters Score -3.671265e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199163 members 
Mstep: Class 2 contains 101866 members 
Entering Unmasked Estep 
Score: -36712680.000000 Penalty: 6257.020996
	Iteration 179Q: 3 clusters Score -3.671268e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199154 members 
Mstep: Class 2 contains 101875 members 
Entering Unmasked Estep 
Score: -36712668.000000 Penalty: 6257.020996
	Iteration 180F: 3 clusters Score -3.671267e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199144 members 
Mstep: Class 2 contains 101885 members 
Entering Unmasked Estep 
Score: -36712680.000000 Penalty: 6257.020996
	Iteration 181Q: 3 clusters Score -3.671268e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199139 members 
Mstep: Class 2 contains 101890 members 
Entering Unmasked Estep 
Score: -36712680.000000 Penalty: 6257.020996
	Iteration 182Q: 3 clusters Score -3.671268e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199130 members 
Mstep: Class 2 contains 101899 members 
Entering Unmasked Estep 
Score: -36712656.000000 Penalty: 6257.020996
	Iteration 183Q: 3 clusters Score -3.671266e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199137 members 
Mstep: Class 2 contains 101892 members 
Entering Unmasked Estep 
Score: -36712656.000000 Penalty: 6257.020996
	Iteration 184Q: 3 clusters Score -3.671266e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199139 members 
Mstep: Class 2 contains 101890 members 
Entering Unmasked Estep 
Score: -36712624.000000 Penalty: 6257.020996
	Iteration 185Q: 3 clusters Score -3.671262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199138 members 
Mstep: Class 2 contains 101891 members 
Entering Unmasked Estep 
Score: -36712628.000000 Penalty: 6257.020996
	Iteration 186Q: 3 clusters Score -3.671263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199136 members 
Mstep: Class 2 contains 101893 members 
Entering Unmasked Estep 
Score: -36712604.000000 Penalty: 6257.020996
	Iteration 187Q: 3 clusters Score -3.67126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199132 members 
Mstep: Class 2 contains 101897 members 
Entering Unmasked Estep 
Score: -36712604.000000 Penalty: 6257.020996
	Iteration 188Q: 3 clusters Score -3.67126e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199130 members 
Mstep: Class 2 contains 101899 members 
Entering Unmasked Estep 
Score: -36712624.000000 Penalty: 6257.020996
	Iteration 189Q: 3 clusters Score -3.671262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199129 members 
Mstep: Class 2 contains 101900 members 
Entering Unmasked Estep 
Score: -36712596.000000 Penalty: 6257.020996
	Iteration 190Q: 3 clusters Score -3.67126e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199123 members 
Mstep: Class 2 contains 101906 members 
Entering Unmasked Estep 
Score: -36712600.000000 Penalty: 6257.020996
	Iteration 191Q: 3 clusters Score -3.67126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199121 members 
Mstep: Class 2 contains 101908 members 
Entering Unmasked Estep 
Score: -36712592.000000 Penalty: 6257.020996
	Iteration 192Q: 3 clusters Score -3.671259e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199120 members 
Mstep: Class 2 contains 101909 members 
Entering Unmasked Estep 
Score: -36712600.000000 Penalty: 6257.020996
	Iteration 193Q: 3 clusters Score -3.67126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199116 members 
Mstep: Class 2 contains 101913 members 
Entering Unmasked Estep 
Score: -36712612.000000 Penalty: 6257.020996
	Iteration 194Q: 3 clusters Score -3.671261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199116 members 
Mstep: Class 2 contains 101913 members 
Entering Unmasked Estep 
Score: -36712612.000000 Penalty: 6257.020996
	Iteration 195Q: 3 clusters Score -3.671261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199117 members 
Mstep: Class 2 contains 101912 members 
Entering Unmasked Estep 
Score: -36712612.000000 Penalty: 6257.020996
	Iteration 196Q: 3 clusters Score -3.671261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199120 members 
Mstep: Class 2 contains 101909 members 
Entering Unmasked Estep 
Score: -36712636.000000 Penalty: 6257.020996
	Iteration 197Q: 3 clusters Score -3.671264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199121 members 
Mstep: Class 2 contains 101908 members 
Entering Unmasked Estep 
Score: -36712628.000000 Penalty: 6257.020996
	Iteration 198Q: 3 clusters Score -3.671263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199121 members 
Mstep: Class 2 contains 101908 members 
Entering Unmasked Estep 
Score: -36712628.000000 Penalty: 6257.020996
	Iteration 199Q: 3 clusters Score -3.671263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199121 members 
Mstep: Class 2 contains 101908 members 
Entering Unmasked Estep 
Score: -36712620.000000 Penalty: 6257.020996
	Iteration 200F: 3 clusters Score -3.671262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199120 members 
Mstep: Class 2 contains 101909 members 
Entering Unmasked Estep 
Score: -36712608.000000 Penalty: 6257.020996
	Iteration 201Q: 3 clusters Score -3.671261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199118 members 
Mstep: Class 2 contains 101911 members 
Entering Unmasked Estep 
Score: -36712600.000000 Penalty: 6257.020996
	Iteration 202Q: 3 clusters Score -3.67126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199117 members 
Mstep: Class 2 contains 101912 members 
Entering Unmasked Estep 
Score: -36712600.000000 Penalty: 6257.020996
	Iteration 203Q: 3 clusters Score -3.67126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199117 members 
Mstep: Class 2 contains 101912 members 
Entering Unmasked Estep 
Score: -36712600.000000 Penalty: 6257.020996
	Iteration 204F: 3 clusters Score -3.67126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 57109 members 
Mstep: Class 2 contains 23641 members 
Mstep: Class 3 contains 15107 members 
Mstep: Class 4 contains 50067 members 
Mstep: Class 5 contains 101527 members 
Mstep: Class 6 contains 127471 members 
Mstep: Class 7 contains 4910 members 
Mstep: Class 8 contains 101912 members 
Mstep: Class 9 contains 43741 members 
Mstep: Class 10 contains 67928 members 
Mstep: Class 11 contains 5607 members 
Mstep: Class 12 contains 199117 members 
Mstep: Class 13 contains 163573 members 
Mstep: Class 14 contains 43661 members 
Mstep: Class 15 contains 3024 members 
Mstep: Class 16 contains 162445 members 
Mstep: Class 17 contains 29377 members 
Mstep: Class 18 contains 16667 members 
Mstep: Class 19 contains 72650 members 
Mstep: Class 20 contains 4934 members 
Mstep: Class 21 contains 38148 members 
Entering Unmasked Estep 
Score: -158354512.000000 Penalty: 73446.765625
Splitting cluster 12 changes total score from -158335216.000000 to -158354512.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 13 (163573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163573 members 
Entering Unmasked Estep 
Score: -20153094.000000 Penalty: 2977.243652
	Iteration 0F: 2 clusters Score -2.015309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82187 members 
Mstep: Class 2 contains 81386 members 
Entering Unmasked Estep 
Score: -20043980.000000 Penalty: 5954.487305
	Iteration 0F: 3 clusters Score -2.004398e+07 nChanged 78007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87102 members 
Mstep: Class 2 contains 76471 members 
Entering Unmasked Estep 
Score: -20089880.000000 Penalty: 5954.487305
	Iteration 1F: 3 clusters Score -2.008988e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90156 members 
Mstep: Class 2 contains 73417 members 
Entering Unmasked Estep 
Score: -20091416.000000 Penalty: 5954.487305
	Iteration 2Q: 3 clusters Score -2.009142e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94917 members 
Mstep: Class 2 contains 68656 members 
Entering Unmasked Estep 
Score: -20093600.000000 Penalty: 5954.487305
	Iteration 3Q: 3 clusters Score -2.00936e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101978 members 
Mstep: Class 2 contains 61595 members 
Entering Unmasked Estep 
Score: -20097590.000000 Penalty: 5954.487305
	Iteration 4Q: 3 clusters Score -2.009759e+07 nChanged 10063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111871 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -20103884.000000 Penalty: 5954.487305
	Iteration 5F: 3 clusters Score -2.010388e+07 nChanged 13126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124953 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -20114378.000000 Penalty: 5954.487305
	Iteration 6F: 3 clusters Score -2.011438e+07 nChanged 14629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139576 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -20127600.000000 Penalty: 5954.487305
	Iteration 7F: 3 clusters Score -2.01276e+07 nChanged 12334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151910 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -20140010.000000 Penalty: 5954.487305
	Iteration 8F: 3 clusters Score -2.014001e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159223 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -20146628.000000 Penalty: 5954.487305
	Iteration 9Q: 3 clusters Score -2.014663e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162188 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -20149304.000000 Penalty: 5954.487305
	Iteration 10Q: 3 clusters Score -2.01493e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163020 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -20149950.000000 Penalty: 5954.487305
	Iteration 11Q: 3 clusters Score -2.014995e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163235 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -20150246.000000 Penalty: 5954.487305
	Iteration 12Q: 3 clusters Score -2.015025e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163297 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -20150348.000000 Penalty: 5954.487305
	Iteration 13Q: 3 clusters Score -2.015035e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163324 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -20150398.000000 Penalty: 5954.487305
	Iteration 14Q: 3 clusters Score -2.01504e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163338 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20150426.000000 Penalty: 5954.487305
	Iteration 15Q: 3 clusters Score -2.015043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163342 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20150436.000000 Penalty: 5954.487305
	Iteration 16Q: 3 clusters Score -2.015044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163339 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20150462.000000 Penalty: 5954.487305
	Iteration 17Q: 3 clusters Score -2.015046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163337 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20150462.000000 Penalty: 5954.487305
	Iteration 18Q: 3 clusters Score -2.015046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163338 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20150460.000000 Penalty: 5954.487305
	Iteration 19Q: 3 clusters Score -2.015046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163338 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20150460.000000 Penalty: 5954.487305
	Iteration 20F: 3 clusters Score -2.015046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Entering Unmasked Estep 
Score: -5326139.000000 Penalty: 2649.684326
	Iteration 0F: 2 clusters Score -5326139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -5296797.500000 Penalty: 5299.368652
	Iteration 0F: 3 clusters Score -5296798 nChanged 19808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -5308023.500000 Penalty: 5299.368652
	Iteration 1F: 3 clusters Score -5308024 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -5308843.000000 Penalty: 5299.368652
	Iteration 2Q: 3 clusters Score -5308843 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -5309919.500000 Penalty: 5299.368652
	Iteration 3F: 3 clusters Score -5309920 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -5311511.500000 Penalty: 5299.368652
	Iteration 4F: 3 clusters Score -5311512 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -5313647.500000 Penalty: 5299.368652
	Iteration 5F: 3 clusters Score -5313648 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -5316162.000000 Penalty: 5299.368652
	Iteration 6F: 3 clusters Score -5316162 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -5318519.000000 Penalty: 5299.368652
	Iteration 7F: 3 clusters Score -5318519 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -5320477.000000 Penalty: 5299.368652
	Iteration 8F: 3 clusters Score -5320477 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -5321899.500000 Penalty: 5299.368652
	Iteration 9Q: 3 clusters Score -5321900 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -5322750.500000 Penalty: 5299.368652
	Iteration 10Q: 3 clusters Score -5322750 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -5323322.000000 Penalty: 5299.368652
	Iteration 11Q: 3 clusters Score -5323322 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -5323582.000000 Penalty: 5299.368652
	Iteration 12Q: 3 clusters Score -5323582 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -5323735.500000 Penalty: 5299.368652
	Iteration 13Q: 3 clusters Score -5323736 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -5323832.500000 Penalty: 5299.368652
	Iteration 14Q: 3 clusters Score -5323832 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -5323921.000000 Penalty: 5299.368652
	Iteration 15Q: 3 clusters Score -5323921 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -5323961.500000 Penalty: 5299.368652
	Iteration 16Q: 3 clusters Score -5323962 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -5324018.500000 Penalty: 5299.368652
	Iteration 17Q: 3 clusters Score -5324018 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -5324063.500000 Penalty: 5299.368652
	Iteration 18Q: 3 clusters Score -5324064 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -5324090.000000 Penalty: 5299.368652
	Iteration 19Q: 3 clusters Score -5324090 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -5324122.500000 Penalty: 5299.368652
	Iteration 20F: 3 clusters Score -5324122 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -5324153.000000 Penalty: 5299.368652
	Iteration 21Q: 3 clusters Score -5324153 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -5324169.500000 Penalty: 5299.368652
	Iteration 22Q: 3 clusters Score -5324170 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -5324170.000000 Penalty: 5299.368652
	Iteration 23Q: 3 clusters Score -5324170 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -5324193.500000 Penalty: 5299.368652
	Iteration 24Q: 3 clusters Score -5324194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -5324205.500000 Penalty: 5299.368652
	Iteration 25Q: 3 clusters Score -5324206 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -5324202.000000 Penalty: 5299.368652
	Iteration 26Q: 3 clusters Score -5324202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -5324225.000000 Penalty: 5299.368652
	Iteration 27Q: 3 clusters Score -5324225 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -5324228.500000 Penalty: 5299.368652
	Iteration 28Q: 3 clusters Score -5324228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5324241.000000 Penalty: 5299.368652
	Iteration 29Q: 3 clusters Score -5324241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5324250.000000 Penalty: 5299.368652
	Iteration 30Q: 3 clusters Score -5324250 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -5324259.000000 Penalty: 5299.368652
	Iteration 31Q: 3 clusters Score -5324259 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5324272.000000 Penalty: 5299.368652
	Iteration 32Q: 3 clusters Score -5324272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5324276.000000 Penalty: 5299.368652
	Iteration 33Q: 3 clusters Score -5324276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5324279.500000 Penalty: 5299.368652
	Iteration 34Q: 3 clusters Score -5324280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5324294.000000 Penalty: 5299.368652
	Iteration 35Q: 3 clusters Score -5324294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5324292.500000 Penalty: 5299.368652
	Iteration 36Q: 3 clusters Score -5324292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5324296.500000 Penalty: 5299.368652
	Iteration 37Q: 3 clusters Score -5324296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5324309.500000 Penalty: 5299.368652
	Iteration 38Q: 3 clusters Score -5324310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5324315.000000 Penalty: 5299.368652
	Iteration 39Q: 3 clusters Score -5324315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5324315.000000 Penalty: 5299.368652
	Iteration 40F: 3 clusters Score -5324315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5324309.500000 Penalty: 5299.368652
	Iteration 41Q: 3 clusters Score -5324310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5324300.000000 Penalty: 5299.368652
	Iteration 42Q: 3 clusters Score -5324300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5324306.000000 Penalty: 5299.368652
	Iteration 43Q: 3 clusters Score -5324306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5324307.000000 Penalty: 5299.368652
	Iteration 44Q: 3 clusters Score -5324307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -5324305.000000 Penalty: 5299.368652
	Iteration 45Q: 3 clusters Score -5324305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5324312.000000 Penalty: 5299.368652
	Iteration 46Q: 3 clusters Score -5324312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5324312.500000 Penalty: 5299.368652
	Iteration 47Q: 3 clusters Score -5324312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5324312.500000 Penalty: 5299.368652
	Iteration 48F: 3 clusters Score -5324312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Entering Unmasked Estep 
Score: -302220.906250 Penalty: 1987.555176
	Iteration 0F: 2 clusters Score -302220.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -299199.031250 Penalty: 3975.110352
	Iteration 0F: 3 clusters Score -299199 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -301951.062500 Penalty: 3975.110352
	Iteration 1F: 3 clusters Score -301951.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -305890.625000 Penalty: 3975.110352
	Iteration 2F: 3 clusters Score -305890.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -307224.406250 Penalty: 3975.110352
	Iteration 3F: 3 clusters Score -307224.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -308559.937500 Penalty: 3975.110352
	Iteration 4F: 3 clusters Score -308559.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -309947.593750 Penalty: 3975.110352
	Iteration 5F: 3 clusters Score -309947.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -311427.000000 Penalty: 3975.110352
	Iteration 6Q: 3 clusters Score -311427 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -312072.531250 Penalty: 3975.110352
	Iteration 7Q: 3 clusters Score -312072.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -312621.062500 Penalty: 3975.110352
	Iteration 8Q: 3 clusters Score -312621.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -313223.187500 Penalty: 3975.110352
	Iteration 9Q: 3 clusters Score -313223.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -313425.843750 Penalty: 3975.110352
	Iteration 10Q: 3 clusters Score -313425.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -313444.500000 Penalty: 3975.110352
	Iteration 11Q: 3 clusters Score -313444.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -313470.562500 Penalty: 3975.110352
	Iteration 12Q: 3 clusters Score -313470.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -313569.687500 Penalty: 3975.110352
	Iteration 13Q: 3 clusters Score -313569.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -313970.687500 Penalty: 3975.110352
	Iteration 14Q: 3 clusters Score -313970.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -315073.093750 Penalty: 3975.110352
	Iteration 15Q: 3 clusters Score -315073.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -315078.937500 Penalty: 3975.110352
	Iteration 16Q: 3 clusters Score -315078.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -315080.093750 Penalty: 3975.110352
	Iteration 17Q: 3 clusters Score -315080.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -315080.093750 Penalty: 3975.110352
	Iteration 18F: 3 clusters Score -315080.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 57109 members 
Mstep: Class 2 contains 23641 members 
Mstep: Class 3 contains 15107 members 
Mstep: Class 4 contains 50067 members 
Mstep: Class 5 contains 101527 members 
Mstep: Class 6 contains 127471 members 
Mstep: Class 7 contains 4910 members 
Mstep: Class 8 contains 101912 members 
Mstep: Class 9 contains 43741 members 
Mstep: Class 10 contains 67928 members 
Mstep: Class 11 contains 5607 members 
Mstep: Class 12 contains 199117 members 
Mstep: Class 13 contains 163573 members 
Mstep: Class 14 contains 43661 members 
Mstep: Class 15 contains 1185 members 
Mstep: Class 16 contains 162445 members 
Mstep: Class 17 contains 29377 members 
Mstep: Class 18 contains 16667 members 
Mstep: Class 19 contains 72650 members 
Mstep: Class 20 contains 4934 members 
Mstep: Class 21 contains 38148 members 
Mstep: Class 22 contains 1839 members 
Entering Unmasked Estep 
Score: -158366288.000000 Penalty: 76944.234375
Splitting cluster 15 changes total score from -158335216.000000 to -158366288.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 16 (162445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162445 members 
Entering Unmasked Estep 
Score: -19666312.000000 Penalty: 2975.527344
	Iteration 0F: 2 clusters Score -1.966631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81510 members 
Mstep: Class 2 contains 80935 members 
Entering Unmasked Estep 
Score: -19557596.000000 Penalty: 5951.054688
	Iteration 0F: 3 clusters Score -1.95576e+07 nChanged 77367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85417 members 
Mstep: Class 2 contains 77028 members 
Entering Unmasked Estep 
Score: -19603284.000000 Penalty: 5951.054688
	Iteration 1F: 3 clusters Score -1.960328e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88196 members 
Mstep: Class 2 contains 74249 members 
Entering Unmasked Estep 
Score: -19605032.000000 Penalty: 5951.054688
	Iteration 2Q: 3 clusters Score -1.960503e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92574 members 
Mstep: Class 2 contains 69871 members 
Entering Unmasked Estep 
Score: -19607764.000000 Penalty: 5951.054688
	Iteration 3Q: 3 clusters Score -1.960776e+07 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99115 members 
Mstep: Class 2 contains 63330 members 
Entering Unmasked Estep 
Score: -19611890.000000 Penalty: 5951.054688
	Iteration 4F: 3 clusters Score -1.961189e+07 nChanged 10982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108389 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -19618438.000000 Penalty: 5951.054688
	Iteration 5F: 3 clusters Score -1.961844e+07 nChanged 12594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119977 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -19627880.000000 Penalty: 5951.054688
	Iteration 6F: 3 clusters Score -1.962788e+07 nChanged 12634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132155 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -19637888.000000 Penalty: 5951.054688
	Iteration 7F: 3 clusters Score -1.963789e+07 nChanged 10889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142918 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -19647012.000000 Penalty: 5951.054688
	Iteration 8F: 3 clusters Score -1.964701e+07 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151076 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -19654448.000000 Penalty: 5951.054688
	Iteration 9F: 3 clusters Score -1.965445e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156395 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -19659394.000000 Penalty: 5951.054688
	Iteration 10Q: 3 clusters Score -1.965939e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159211 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -19661970.000000 Penalty: 5951.054688
	Iteration 11Q: 3 clusters Score -1.966197e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160400 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -19663156.000000 Penalty: 5951.054688
	Iteration 12Q: 3 clusters Score -1.966316e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160802 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -19663662.000000 Penalty: 5951.054688
	Iteration 13Q: 3 clusters Score -1.966366e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160962 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -19663810.000000 Penalty: 5951.054688
	Iteration 14Q: 3 clusters Score -1.966381e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161042 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -19663882.000000 Penalty: 5951.054688
	Iteration 15Q: 3 clusters Score -1.966388e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161096 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -19663954.000000 Penalty: 5951.054688
	Iteration 16Q: 3 clusters Score -1.966395e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161130 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -19663996.000000 Penalty: 5951.054688
	Iteration 17Q: 3 clusters Score -1.9664e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161153 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -19663990.000000 Penalty: 5951.054688
	Iteration 18Q: 3 clusters Score -1.966399e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161173 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -19664002.000000 Penalty: 5951.054688
	Iteration 19Q: 3 clusters Score -1.9664e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161192 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -19664028.000000 Penalty: 5951.054688
	Iteration 20F: 3 clusters Score -1.966403e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161205 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -19664050.000000 Penalty: 5951.054688
	Iteration 21Q: 3 clusters Score -1.966405e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161214 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -19664050.000000 Penalty: 5951.054688
	Iteration 22Q: 3 clusters Score -1.966405e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161231 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -19664066.000000 Penalty: 5951.054688
	Iteration 23Q: 3 clusters Score -1.966407e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161248 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -19664078.000000 Penalty: 5951.054688
	Iteration 24Q: 3 clusters Score -1.966408e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161265 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -19664092.000000 Penalty: 5951.054688
	Iteration 25Q: 3 clusters Score -1.966409e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161285 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -19664154.000000 Penalty: 5951.054688
	Iteration 26Q: 3 clusters Score -1.966415e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161318 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -19664162.000000 Penalty: 5951.054688
	Iteration 27Q: 3 clusters Score -1.966416e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161345 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -19664198.000000 Penalty: 5951.054688
	Iteration 28Q: 3 clusters Score -1.96642e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161378 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -19664218.000000 Penalty: 5951.054688
	Iteration 29Q: 3 clusters Score -1.966422e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161397 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -19664264.000000 Penalty: 5951.054688
	Iteration 30Q: 3 clusters Score -1.966426e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161407 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -19664268.000000 Penalty: 5951.054688
	Iteration 31Q: 3 clusters Score -1.966427e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161411 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -19664280.000000 Penalty: 5951.054688
	Iteration 32Q: 3 clusters Score -1.966428e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161417 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -19664286.000000 Penalty: 5951.054688
	Iteration 33Q: 3 clusters Score -1.966429e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161425 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -19664296.000000 Penalty: 5951.054688
	Iteration 34Q: 3 clusters Score -1.96643e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161430 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -19664306.000000 Penalty: 5951.054688
	Iteration 35Q: 3 clusters Score -1.966431e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161428 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -19664322.000000 Penalty: 5951.054688
	Iteration 36Q: 3 clusters Score -1.966432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161429 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -19664322.000000 Penalty: 5951.054688
	Iteration 37Q: 3 clusters Score -1.966432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161430 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -19664332.000000 Penalty: 5951.054688
	Iteration 38Q: 3 clusters Score -1.966433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161430 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -19664314.000000 Penalty: 5951.054688
	Iteration 39Q: 3 clusters Score -1.966431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161427 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -19664324.000000 Penalty: 5951.054688
	Iteration 40F: 3 clusters Score -1.966432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161429 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -19664318.000000 Penalty: 5951.054688
	Iteration 41Q: 3 clusters Score -1.966432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161431 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -19664316.000000 Penalty: 5951.054688
	Iteration 42Q: 3 clusters Score -1.966432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161432 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -19664328.000000 Penalty: 5951.054688
	Iteration 43Q: 3 clusters Score -1.966433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161432 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -19664328.000000 Penalty: 5951.054688
	Iteration 44F: 3 clusters Score -1.966433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Entering Unmasked Estep 
Score: -3367901.000000 Penalty: 2551.416016
	Iteration 0F: 2 clusters Score -3367901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -3347600.750000 Penalty: 5102.832031
	Iteration 0F: 3 clusters Score -3347601 nChanged 13333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -3355131.000000 Penalty: 5102.832031
	Iteration 1F: 3 clusters Score -3355131 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -3355885.500000 Penalty: 5102.832031
	Iteration 2F: 3 clusters Score -3355886 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -3356667.750000 Penalty: 5102.832031
	Iteration 3F: 3 clusters Score -3356668 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -3357563.250000 Penalty: 5102.832031
	Iteration 4F: 3 clusters Score -3357563 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -3358593.000000 Penalty: 5102.832031
	Iteration 5F: 3 clusters Score -3358593 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -3359659.000000 Penalty: 5102.832031
	Iteration 6F: 3 clusters Score -3359659 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -3360578.750000 Penalty: 5102.832031
	Iteration 7F: 3 clusters Score -3360579 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -3361319.250000 Penalty: 5102.832031
	Iteration 8Q: 3 clusters Score -3361319 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -3361799.750000 Penalty: 5102.832031
	Iteration 9Q: 3 clusters Score -3361800 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3362090.000000 Penalty: 5102.832031
	Iteration 10Q: 3 clusters Score -3362090 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -3362254.500000 Penalty: 5102.832031
	Iteration 11Q: 3 clusters Score -3362254 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -3362386.000000 Penalty: 5102.832031
	Iteration 12Q: 3 clusters Score -3362386 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3362472.750000 Penalty: 5102.832031
	Iteration 13Q: 3 clusters Score -3362473 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -3362581.250000 Penalty: 5102.832031
	Iteration 14Q: 3 clusters Score -3362581 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -3362669.000000 Penalty: 5102.832031
	Iteration 15Q: 3 clusters Score -3362669 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -3362725.250000 Penalty: 5102.832031
	Iteration 16Q: 3 clusters Score -3362725 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -3362778.000000 Penalty: 5102.832031
	Iteration 17Q: 3 clusters Score -3362778 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -3362842.500000 Penalty: 5102.832031
	Iteration 18Q: 3 clusters Score -3362842 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -3362913.750000 Penalty: 5102.832031
	Iteration 19Q: 3 clusters Score -3362914 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -3363011.000000 Penalty: 5102.832031
	Iteration 20F: 3 clusters Score -3363011 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -3363104.000000 Penalty: 5102.832031
	Iteration 21Q: 3 clusters Score -3363104 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -3363191.250000 Penalty: 5102.832031
	Iteration 22Q: 3 clusters Score -3363191 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -3363307.750000 Penalty: 5102.832031
	Iteration 23Q: 3 clusters Score -3363308 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -3363429.000000 Penalty: 5102.832031
	Iteration 24Q: 3 clusters Score -3363429 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -3363565.000000 Penalty: 5102.832031
	Iteration 25Q: 3 clusters Score -3363565 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -3363685.000000 Penalty: 5102.832031
	Iteration 26Q: 3 clusters Score -3363685 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -3363839.250000 Penalty: 5102.832031
	Iteration 27Q: 3 clusters Score -3363839 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -3363958.500000 Penalty: 5102.832031
	Iteration 28Q: 3 clusters Score -3363958 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -3364086.000000 Penalty: 5102.832031
	Iteration 29Q: 3 clusters Score -3364086 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -3364227.000000 Penalty: 5102.832031
	Iteration 30Q: 3 clusters Score -3364227 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -3364351.000000 Penalty: 5102.832031
	Iteration 31Q: 3 clusters Score -3364351 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -3364498.500000 Penalty: 5102.832031
	Iteration 32Q: 3 clusters Score -3364498 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -3364643.500000 Penalty: 5102.832031
	Iteration 33Q: 3 clusters Score -3364644 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -3364789.500000 Penalty: 5102.832031
	Iteration 34Q: 3 clusters Score -3364790 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -3364951.750000 Penalty: 5102.832031
	Iteration 35Q: 3 clusters Score -3364952 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -3365108.250000 Penalty: 5102.832031
	Iteration 36Q: 3 clusters Score -3365108 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -3365251.750000 Penalty: 5102.832031
	Iteration 37Q: 3 clusters Score -3365252 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -3365399.500000 Penalty: 5102.832031
	Iteration 38Q: 3 clusters Score -3365400 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -3365557.250000 Penalty: 5102.832031
	Iteration 39Q: 3 clusters Score -3365557 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -3365734.000000 Penalty: 5102.832031
	Iteration 40F: 3 clusters Score -3365734 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -3365882.000000 Penalty: 5102.832031
	Iteration 41Q: 3 clusters Score -3365882 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3366045.250000 Penalty: 5102.832031
	Iteration 42Q: 3 clusters Score -3366045 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3366188.750000 Penalty: 5102.832031
	Iteration 43Q: 3 clusters Score -3366189 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -3366321.250000 Penalty: 5102.832031
	Iteration 44Q: 3 clusters Score -3366321 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -3366422.000000 Penalty: 5102.832031
	Iteration 45Q: 3 clusters Score -3366422 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3366468.500000 Penalty: 5102.832031
	Iteration 46Q: 3 clusters Score -3366468 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3366509.250000 Penalty: 5102.832031
	Iteration 47Q: 3 clusters Score -3366509 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -3366520.500000 Penalty: 5102.832031
	Iteration 48Q: 3 clusters Score -3366520 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3366552.000000 Penalty: 5102.832031
	Iteration 49Q: 3 clusters Score -3366552 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3366564.250000 Penalty: 5102.832031
	Iteration 50Q: 3 clusters Score -3366564 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3366574.500000 Penalty: 5102.832031
	Iteration 51Q: 3 clusters Score -3366574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3366590.000000 Penalty: 5102.832031
	Iteration 52Q: 3 clusters Score -3366590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3366592.250000 Penalty: 5102.832031
	Iteration 53Q: 3 clusters Score -3366592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3366600.250000 Penalty: 5102.832031
	Iteration 54Q: 3 clusters Score -3366600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3366610.000000 Penalty: 5102.832031
	Iteration 55Q: 3 clusters Score -3366610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3366617.500000 Penalty: 5102.832031
	Iteration 56Q: 3 clusters Score -3366618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3366625.500000 Penalty: 5102.832031
	Iteration 57Q: 3 clusters Score -3366626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3366626.250000 Penalty: 5102.832031
	Iteration 58Q: 3 clusters Score -3366626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3366624.250000 Penalty: 5102.832031
	Iteration 59Q: 3 clusters Score -3366624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3366626.500000 Penalty: 5102.832031
	Iteration 60F: 3 clusters Score -3366626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3366625.500000 Penalty: 5102.832031
	Iteration 61Q: 3 clusters Score -3366626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3366628.250000 Penalty: 5102.832031
	Iteration 62Q: 3 clusters Score -3366628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3366631.500000 Penalty: 5102.832031
	Iteration 63Q: 3 clusters Score -3366632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3366630.250000 Penalty: 5102.832031
	Iteration 64Q: 3 clusters Score -3366630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3366634.750000 Penalty: 5102.832031
	Iteration 65Q: 3 clusters Score -3366635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3366638.750000 Penalty: 5102.832031
	Iteration 66Q: 3 clusters Score -3366639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -3366640.000000 Penalty: 5102.832031
	Iteration 67Q: 3 clusters Score -3366640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3366639.250000 Penalty: 5102.832031
	Iteration 68Q: 3 clusters Score -3366639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3366643.000000 Penalty: 5102.832031
	Iteration 69Q: 3 clusters Score -3366643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3366644.500000 Penalty: 5102.832031
	Iteration 70Q: 3 clusters Score -3366644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3366642.750000 Penalty: 5102.832031
	Iteration 71Q: 3 clusters Score -3366643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3366645.000000 Penalty: 5102.832031
	Iteration 72Q: 3 clusters Score -3366645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3366645.250000 Penalty: 5102.832031
	Iteration 73Q: 3 clusters Score -3366645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3366644.250000 Penalty: 5102.832031
	Iteration 74Q: 3 clusters Score -3366644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -3366644.250000 Penalty: 5102.832031
	Iteration 75Q: 3 clusters Score -3366644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3366644.250000 Penalty: 5102.832031
	Iteration 76Q: 3 clusters Score -3366644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3366647.500000 Penalty: 5102.832031
	Iteration 77Q: 3 clusters Score -3366648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3366648.000000 Penalty: 5102.832031
	Iteration 78Q: 3 clusters Score -3366648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3366646.750000 Penalty: 5102.832031
	Iteration 79Q: 3 clusters Score -3366647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3366648.500000 Penalty: 5102.832031
	Iteration 80F: 3 clusters Score -3366648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3366648.250000 Penalty: 5102.832031
	Iteration 81Q: 3 clusters Score -3366648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3366648.250000 Penalty: 5102.832031
	Iteration 82F: 3 clusters Score -3366648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Entering Unmasked Estep 
Score: -1900389.500000 Penalty: 2410.854004
	Iteration 0F: 2 clusters Score -1900390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1888558.250000 Penalty: 4821.708008
	Iteration 0F: 3 clusters Score -1888558 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1892779.000000 Penalty: 4821.708008
	Iteration 1F: 3 clusters Score -1892779 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1893587.250000 Penalty: 4821.708008
	Iteration 2F: 3 clusters Score -1893587 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1894474.250000 Penalty: 4821.708008
	Iteration 3F: 3 clusters Score -1894474 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1895292.750000 Penalty: 4821.708008
	Iteration 4F: 3 clusters Score -1895293 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1896105.250000 Penalty: 4821.708008
	Iteration 5F: 3 clusters Score -1896105 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1896817.625000 Penalty: 4821.708008
	Iteration 6F: 3 clusters Score -1896818 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1897482.875000 Penalty: 4821.708008
	Iteration 7F: 3 clusters Score -1897483 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1898071.750000 Penalty: 4821.708008
	Iteration 8F: 3 clusters Score -1898072 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1898523.750000 Penalty: 4821.708008
	Iteration 9Q: 3 clusters Score -1898524 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1898831.750000 Penalty: 4821.708008
	Iteration 10Q: 3 clusters Score -1898832 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1899042.000000 Penalty: 4821.708008
	Iteration 11Q: 3 clusters Score -1899042 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1899169.125000 Penalty: 4821.708008
	Iteration 12Q: 3 clusters Score -1899169 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1899276.625000 Penalty: 4821.708008
	Iteration 13Q: 3 clusters Score -1899277 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1899338.250000 Penalty: 4821.708008
	Iteration 14Q: 3 clusters Score -1899338 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1899389.875000 Penalty: 4821.708008
	Iteration 15Q: 3 clusters Score -1899390 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1899437.625000 Penalty: 4821.708008
	Iteration 16Q: 3 clusters Score -1899438 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1899471.125000 Penalty: 4821.708008
	Iteration 17Q: 3 clusters Score -1899471 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1899497.375000 Penalty: 4821.708008
	Iteration 18Q: 3 clusters Score -1899497 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1899512.750000 Penalty: 4821.708008
	Iteration 19Q: 3 clusters Score -1899513 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1899522.250000 Penalty: 4821.708008
	Iteration 20F: 3 clusters Score -1899522 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1899536.625000 Penalty: 4821.708008
	Iteration 21Q: 3 clusters Score -1899537 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1899571.500000 Penalty: 4821.708008
	Iteration 22Q: 3 clusters Score -1899572 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1899595.625000 Penalty: 4821.708008
	Iteration 23Q: 3 clusters Score -1899596 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1899631.250000 Penalty: 4821.708008
	Iteration 24Q: 3 clusters Score -1899631 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1899670.500000 Penalty: 4821.708008
	Iteration 25Q: 3 clusters Score -1899670 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1899729.250000 Penalty: 4821.708008
	Iteration 26Q: 3 clusters Score -1899729 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1899806.875000 Penalty: 4821.708008
	Iteration 27Q: 3 clusters Score -1899807 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1899874.750000 Penalty: 4821.708008
	Iteration 28Q: 3 clusters Score -1899875 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1899936.125000 Penalty: 4821.708008
	Iteration 29Q: 3 clusters Score -1899936 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1900006.750000 Penalty: 4821.708008
	Iteration 30Q: 3 clusters Score -1900007 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1900073.875000 Penalty: 4821.708008
	Iteration 31Q: 3 clusters Score -1900074 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1900126.125000 Penalty: 4821.708008
	Iteration 32Q: 3 clusters Score -1900126 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1900158.875000 Penalty: 4821.708008
	Iteration 33Q: 3 clusters Score -1900159 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1900179.875000 Penalty: 4821.708008
	Iteration 34Q: 3 clusters Score -1900180 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1900196.500000 Penalty: 4821.708008
	Iteration 35Q: 3 clusters Score -1900196 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1900216.000000 Penalty: 4821.708008
	Iteration 36Q: 3 clusters Score -1900216 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1900229.500000 Penalty: 4821.708008
	Iteration 37Q: 3 clusters Score -1900230 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1900240.125000 Penalty: 4821.708008
	Iteration 38Q: 3 clusters Score -1900240 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1900245.875000 Penalty: 4821.708008
	Iteration 39Q: 3 clusters Score -1900246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1900256.625000 Penalty: 4821.708008
	Iteration 40F: 3 clusters Score -1900257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1900260.000000 Penalty: 4821.708008
	Iteration 41Q: 3 clusters Score -1900260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1900263.000000 Penalty: 4821.708008
	Iteration 42Q: 3 clusters Score -1900263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1900268.375000 Penalty: 4821.708008
	Iteration 43Q: 3 clusters Score -1900268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1900272.375000 Penalty: 4821.708008
	Iteration 44Q: 3 clusters Score -1900272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1900272.375000 Penalty: 4821.708008
	Iteration 45Q: 3 clusters Score -1900272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1900274.125000 Penalty: 4821.708008
	Iteration 46Q: 3 clusters Score -1900274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1900276.625000 Penalty: 4821.708008
	Iteration 47Q: 3 clusters Score -1900277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1900277.875000 Penalty: 4821.708008
	Iteration 48Q: 3 clusters Score -1900278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1900282.500000 Penalty: 4821.708008
	Iteration 49Q: 3 clusters Score -1900282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1900280.250000 Penalty: 4821.708008
	Iteration 50Q: 3 clusters Score -1900280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1900279.000000 Penalty: 4821.708008
	Iteration 51Q: 3 clusters Score -1900279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1900280.125000 Penalty: 4821.708008
	Iteration 52Q: 3 clusters Score -1900280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1900282.625000 Penalty: 4821.708008
	Iteration 53Q: 3 clusters Score -1900283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1900281.125000 Penalty: 4821.708008
	Iteration 54Q: 3 clusters Score -1900281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1900280.000000 Penalty: 4821.708008
	Iteration 55Q: 3 clusters Score -1900280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1900281.500000 Penalty: 4821.708008
	Iteration 56Q: 3 clusters Score -1900282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1900278.250000 Penalty: 4821.708008
	Iteration 57Q: 3 clusters Score -1900278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1900276.000000 Penalty: 4821.708008
	Iteration 58Q: 3 clusters Score -1900276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1900283.125000 Penalty: 4821.708008
	Iteration 59Q: 3 clusters Score -1900283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1900284.125000 Penalty: 4821.708008
	Iteration 60F: 3 clusters Score -1900284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1900284.250000 Penalty: 4821.708008
	Iteration 61Q: 3 clusters Score -1900284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1900289.250000 Penalty: 4821.708008
	Iteration 62Q: 3 clusters Score -1900289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1900286.875000 Penalty: 4821.708008
	Iteration 63Q: 3 clusters Score -1900287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1900292.375000 Penalty: 4821.708008
	Iteration 64Q: 3 clusters Score -1900292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1900290.000000 Penalty: 4821.708008
	Iteration 65Q: 3 clusters Score -1900290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1900288.500000 Penalty: 4821.708008
	Iteration 66Q: 3 clusters Score -1900288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1900285.875000 Penalty: 4821.708008
	Iteration 67Q: 3 clusters Score -1900286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1900287.875000 Penalty: 4821.708008
	Iteration 68Q: 3 clusters Score -1900288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1900289.375000 Penalty: 4821.708008
	Iteration 69Q: 3 clusters Score -1900289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1900293.125000 Penalty: 4821.708008
	Iteration 70Q: 3 clusters Score -1900293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1900290.500000 Penalty: 4821.708008
	Iteration 71Q: 3 clusters Score -1900290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1900291.125000 Penalty: 4821.708008
	Iteration 72Q: 3 clusters Score -1900291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1900291.125000 Penalty: 4821.708008
	Iteration 73F: 3 clusters Score -1900291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (72650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72650 members 
Entering Unmasked Estep 
Score: -8904099.000000 Penalty: 2775.965332
	Iteration 0F: 2 clusters Score -8904099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -8855521.000000 Penalty: 5551.930664
	Iteration 0F: 3 clusters Score -8855521 nChanged 33960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -8875276.000000 Penalty: 5551.930664
	Iteration 1F: 3 clusters Score -8875276 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -8876570.000000 Penalty: 5551.930664
	Iteration 2Q: 3 clusters Score -8876570 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -8878691.000000 Penalty: 5551.930664
	Iteration 3F: 3 clusters Score -8878691 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -8882161.000000 Penalty: 5551.930664
	Iteration 4F: 3 clusters Score -8882161 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 58021 members 
Entering Unmasked Estep 
Score: -8887584.000000 Penalty: 5551.930664
	Iteration 5F: 3 clusters Score -8887584 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -8893753.000000 Penalty: 5551.930664
	Iteration 6F: 3 clusters Score -8893753 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 68951 members 
Entering Unmasked Estep 
Score: -8898332.000000 Penalty: 5551.930664
	Iteration 7F: 3 clusters Score -8898332 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 71167 members 
Entering Unmasked Estep 
Score: -8900481.000000 Penalty: 5551.930664
	Iteration 8Q: 3 clusters Score -8900481 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 71949 members 
Entering Unmasked Estep 
Score: -8901231.000000 Penalty: 5551.930664
	Iteration 9Q: 3 clusters Score -8901231 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 72184 members 
Entering Unmasked Estep 
Score: -8901493.000000 Penalty: 5551.930664
	Iteration 10Q: 3 clusters Score -8901493 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 72253 members 
Entering Unmasked Estep 
Score: -8901620.000000 Penalty: 5551.930664
	Iteration 11Q: 3 clusters Score -8901620 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 72280 members 
Entering Unmasked Estep 
Score: -8901698.000000 Penalty: 5551.930664
	Iteration 12Q: 3 clusters Score -8901698 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 72309 members 
Entering Unmasked Estep 
Score: -8901735.000000 Penalty: 5551.930664
	Iteration 13Q: 3 clusters Score -8901735 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 72324 members 
Entering Unmasked Estep 
Score: -8901763.000000 Penalty: 5551.930664
	Iteration 14Q: 3 clusters Score -8901763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 72326 members 
Entering Unmasked Estep 
Score: -8901783.000000 Penalty: 5551.930664
	Iteration 15Q: 3 clusters Score -8901783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 72326 members 
Entering Unmasked Estep 
Score: -8901788.000000 Penalty: 5551.930664
	Iteration 16Q: 3 clusters Score -8901788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 72327 members 
Entering Unmasked Estep 
Score: -8901801.000000 Penalty: 5551.930664
	Iteration 17Q: 3 clusters Score -8901801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 72330 members 
Entering Unmasked Estep 
Score: -8901797.000000 Penalty: 5551.930664
	Iteration 18Q: 3 clusters Score -8901797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 72332 members 
Entering Unmasked Estep 
Score: -8901797.000000 Penalty: 5551.930664
	Iteration 19Q: 3 clusters Score -8901797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 72337 members 
Entering Unmasked Estep 
Score: -8901811.000000 Penalty: 5551.930664
	Iteration 20F: 3 clusters Score -8901811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 72339 members 
Entering Unmasked Estep 
Score: -8901813.000000 Penalty: 5551.930664
	Iteration 21Q: 3 clusters Score -8901813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 72341 members 
Entering Unmasked Estep 
Score: -8901815.000000 Penalty: 5551.930664
	Iteration 22Q: 3 clusters Score -8901815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 72341 members 
Entering Unmasked Estep 
Score: -8901814.000000 Penalty: 5551.930664
	Iteration 23Q: 3 clusters Score -8901814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 72340 members 
Entering Unmasked Estep 
Score: -8901810.000000 Penalty: 5551.930664
	Iteration 24Q: 3 clusters Score -8901810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 72340 members 
Entering Unmasked Estep 
Score: -8901810.000000 Penalty: 5551.930664
	Iteration 25F: 3 clusters Score -8901810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Entering Unmasked Estep 
Score: -592923.625000 Penalty: 2108.968506
	Iteration 0F: 2 clusters Score -592923.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -588471.500000 Penalty: 4217.937012
	Iteration 0F: 3 clusters Score -588471.5 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -589629.875000 Penalty: 4217.937012
	Iteration 1F: 3 clusters Score -589629.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -590019.562500 Penalty: 4217.937012
	Iteration 2F: 3 clusters Score -590019.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -590418.437500 Penalty: 4217.937012
	Iteration 3F: 3 clusters Score -590418.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -590819.187500 Penalty: 4217.937012
	Iteration 4F: 3 clusters Score -590819.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -591147.375000 Penalty: 4217.937012
	Iteration 5F: 3 clusters Score -591147.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -591404.375000 Penalty: 4217.937012
	Iteration 6Q: 3 clusters Score -591404.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -591626.437500 Penalty: 4217.937012
	Iteration 7Q: 3 clusters Score -591626.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -591801.125000 Penalty: 4217.937012
	Iteration 8Q: 3 clusters Score -591801.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -591935.687500 Penalty: 4217.937012
	Iteration 9Q: 3 clusters Score -591935.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -592024.125000 Penalty: 4217.937012
	Iteration 10Q: 3 clusters Score -592024.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -592107.125000 Penalty: 4217.937012
	Iteration 11Q: 3 clusters Score -592107.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -592169.625000 Penalty: 4217.937012
	Iteration 12Q: 3 clusters Score -592169.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -592201.312500 Penalty: 4217.937012
	Iteration 13Q: 3 clusters Score -592201.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -592219.187500 Penalty: 4217.937012
	Iteration 14Q: 3 clusters Score -592219.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -592233.687500 Penalty: 4217.937012
	Iteration 15Q: 3 clusters Score -592233.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -592239.937500 Penalty: 4217.937012
	Iteration 16Q: 3 clusters Score -592239.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -592246.312500 Penalty: 4217.937012
	Iteration 17Q: 3 clusters Score -592246.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -592249.750000 Penalty: 4217.937012
	Iteration 18Q: 3 clusters Score -592249.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -592250.312500 Penalty: 4217.937012
	Iteration 19Q: 3 clusters Score -592250.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -592249.875000 Penalty: 4217.937012
	Iteration 20F: 3 clusters Score -592249.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Entering Unmasked Estep 
Score: -4670792.500000 Penalty: 2616.208740
	Iteration 0F: 2 clusters Score -4670792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -4644777.500000 Penalty: 5232.417480
	Iteration 0F: 3 clusters Score -4644778 nChanged 17468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -4654267.000000 Penalty: 5232.417480
	Iteration 1F: 3 clusters Score -4654267 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -4654735.500000 Penalty: 5232.417480
	Iteration 2Q: 3 clusters Score -4654736 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -4655210.500000 Penalty: 5232.417480
	Iteration 3Q: 3 clusters Score -4655210 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -4655762.500000 Penalty: 5232.417480
	Iteration 4Q: 3 clusters Score -4655762 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -4656367.000000 Penalty: 5232.417480
	Iteration 5Q: 3 clusters Score -4656367 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -4657019.000000 Penalty: 5232.417480
	Iteration 6Q: 3 clusters Score -4657019 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -4657760.000000 Penalty: 5232.417480
	Iteration 7Q: 3 clusters Score -4657760 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -4658646.500000 Penalty: 5232.417480
	Iteration 8Q: 3 clusters Score -4658646 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -4659678.500000 Penalty: 5232.417480
	Iteration 9F: 3 clusters Score -4659678 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -4660682.500000 Penalty: 5232.417480
	Iteration 10F: 3 clusters Score -4660682 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -4661461.000000 Penalty: 5232.417480
	Iteration 11Q: 3 clusters Score -4661461 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -4661993.500000 Penalty: 5232.417480
	Iteration 12Q: 3 clusters Score -4661994 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -4662324.500000 Penalty: 5232.417480
	Iteration 13Q: 3 clusters Score -4662324 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -4662546.500000 Penalty: 5232.417480
	Iteration 14Q: 3 clusters Score -4662546 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -4662697.500000 Penalty: 5232.417480
	Iteration 15Q: 3 clusters Score -4662698 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -4662856.000000 Penalty: 5232.417480
	Iteration 16Q: 3 clusters Score -4662856 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -4662990.000000 Penalty: 5232.417480
	Iteration 17Q: 3 clusters Score -4662990 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -4663097.000000 Penalty: 5232.417480
	Iteration 18Q: 3 clusters Score -4663097 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -4663181.500000 Penalty: 5232.417480
	Iteration 19Q: 3 clusters Score -4663182 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -4663305.500000 Penalty: 5232.417480
	Iteration 20F: 3 clusters Score -4663306 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -4663407.000000 Penalty: 5232.417480
	Iteration 21Q: 3 clusters Score -4663407 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -4663531.500000 Penalty: 5232.417480
	Iteration 22Q: 3 clusters Score -4663532 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -4663637.500000 Penalty: 5232.417480
	Iteration 23Q: 3 clusters Score -4663638 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -4663751.000000 Penalty: 5232.417480
	Iteration 24Q: 3 clusters Score -4663751 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -4663888.500000 Penalty: 5232.417480
	Iteration 25Q: 3 clusters Score -4663888 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -4664077.500000 Penalty: 5232.417480
	Iteration 26Q: 3 clusters Score -4664078 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -4664264.500000 Penalty: 5232.417480
	Iteration 27Q: 3 clusters Score -4664264 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -4664533.000000 Penalty: 5232.417480
	Iteration 28Q: 3 clusters Score -4664533 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -4664867.500000 Penalty: 5232.417480
	Iteration 29Q: 3 clusters Score -4664868 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -4665224.000000 Penalty: 5232.417480
	Iteration 30Q: 3 clusters Score -4665224 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -4665616.000000 Penalty: 5232.417480
	Iteration 31Q: 3 clusters Score -4665616 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -4666048.000000 Penalty: 5232.417480
	Iteration 32Q: 3 clusters Score -4666048 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -4666470.000000 Penalty: 5232.417480
	Iteration 33Q: 3 clusters Score -4666470 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -4666909.500000 Penalty: 5232.417480
	Iteration 34Q: 3 clusters Score -4666910 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -4667276.500000 Penalty: 5232.417480
	Iteration 35Q: 3 clusters Score -4667276 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -4667594.000000 Penalty: 5232.417480
	Iteration 36Q: 3 clusters Score -4667594 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -4667889.000000 Penalty: 5232.417480
	Iteration 37Q: 3 clusters Score -4667889 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -4668114.000000 Penalty: 5232.417480
	Iteration 38Q: 3 clusters Score -4668114 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -4668285.500000 Penalty: 5232.417480
	Iteration 39Q: 3 clusters Score -4668286 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -4668408.000000 Penalty: 5232.417480
	Iteration 40F: 3 clusters Score -4668408 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -4668492.000000 Penalty: 5232.417480
	Iteration 41Q: 3 clusters Score -4668492 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -4668576.500000 Penalty: 5232.417480
	Iteration 42Q: 3 clusters Score -4668576 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -4668627.000000 Penalty: 5232.417480
	Iteration 43Q: 3 clusters Score -4668627 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -4668682.500000 Penalty: 5232.417480
	Iteration 44Q: 3 clusters Score -4668682 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -4668728.000000 Penalty: 5232.417480
	Iteration 45Q: 3 clusters Score -4668728 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -4668768.000000 Penalty: 5232.417480
	Iteration 46Q: 3 clusters Score -4668768 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -4668793.500000 Penalty: 5232.417480
	Iteration 47Q: 3 clusters Score -4668794 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -4668801.000000 Penalty: 5232.417480
	Iteration 48Q: 3 clusters Score -4668801 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -4668841.500000 Penalty: 5232.417480
	Iteration 49Q: 3 clusters Score -4668842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -4668865.500000 Penalty: 5232.417480
	Iteration 50Q: 3 clusters Score -4668866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -4668881.500000 Penalty: 5232.417480
	Iteration 51Q: 3 clusters Score -4668882 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -4668903.500000 Penalty: 5232.417480
	Iteration 52Q: 3 clusters Score -4668904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -4668915.000000 Penalty: 5232.417480
	Iteration 53Q: 3 clusters Score -4668915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -4668918.500000 Penalty: 5232.417480
	Iteration 54Q: 3 clusters Score -4668918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -4668928.000000 Penalty: 5232.417480
	Iteration 55Q: 3 clusters Score -4668928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -4668935.000000 Penalty: 5232.417480
	Iteration 56Q: 3 clusters Score -4668935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -4668936.000000 Penalty: 5232.417480
	Iteration 57Q: 3 clusters Score -4668936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -4668937.500000 Penalty: 5232.417480
	Iteration 58Q: 3 clusters Score -4668938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -4668943.500000 Penalty: 5232.417480
	Iteration 59Q: 3 clusters Score -4668944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -4668942.500000 Penalty: 5232.417480
	Iteration 60F: 3 clusters Score -4668942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -4668940.000000 Penalty: 5232.417480
	Iteration 61Q: 3 clusters Score -4668940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -4668948.500000 Penalty: 5232.417480
	Iteration 62Q: 3 clusters Score -4668948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -4668955.500000 Penalty: 5232.417480
	Iteration 63Q: 3 clusters Score -4668956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -4668960.500000 Penalty: 5232.417480
	Iteration 64Q: 3 clusters Score -4668960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -4668962.000000 Penalty: 5232.417480
	Iteration 65Q: 3 clusters Score -4668962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -4668962.000000 Penalty: 5232.417480
	Iteration 66Q: 3 clusters Score -4668962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -4668966.000000 Penalty: 5232.417480
	Iteration 67Q: 3 clusters Score -4668966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -4668966.500000 Penalty: 5232.417480
	Iteration 68Q: 3 clusters Score -4668966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -4668960.000000 Penalty: 5232.417480
	Iteration 69Q: 3 clusters Score -4668960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -4668964.000000 Penalty: 5232.417480
	Iteration 70Q: 3 clusters Score -4668964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -4668963.000000 Penalty: 5232.417480
	Iteration 71Q: 3 clusters Score -4668963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -4668963.500000 Penalty: 5232.417480
	Iteration 72Q: 3 clusters Score -4668964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -4668965.000000 Penalty: 5232.417480
	Iteration 73Q: 3 clusters Score -4668965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -4668968.500000 Penalty: 5232.417480
	Iteration 74Q: 3 clusters Score -4668968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -4668971.000000 Penalty: 5232.417480
	Iteration 75Q: 3 clusters Score -4668971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4668966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -4668969.500000 Penalty: 5232.417480
	Iteration 77Q: 3 clusters Score -4668970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -4668969.500000 Penalty: 5232.417480
	Iteration 78F: 3 clusters Score -4668970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 23641 members 
Mstep: Class 3 contains 15107 members 
Mstep: Class 4 contains 50067 members 
Mstep: Class 6 contains 127471 members 
Mstep: Class 7 contains 4910 members 
Mstep: Class 9 contains 43741 members 
Mstep: Class 10 contains 67928 members 
Mstep: Class 11 contains 5607 members 
Mstep: Class 12 contains 199117 members 
Mstep: Class 13 contains 163573 members 
Mstep: Class 14 contains 43661 members 
Mstep: Class 15 contains 1185 members 
Mstep: Class 16 contains 162445 members 
Mstep: Class 17 contains 29377 members 
Mstep: Class 18 contains 16667 members 
Mstep: Class 19 contains 72650 members 
Mstep: Class 20 contains 4934 members 
Mstep: Class 21 contains 38148 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 23 clusters Score -1.583803e+08 nChanged 27072
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 56419 members 
Mstep: Class 2 contains 24159 members 
Mstep: Class 3 contains 15993 members 
Mstep: Class 4 contains 47406 members 
Mstep: Class 5 contains 100271 members 
Mstep: Class 6 contains 127236 members 
Mstep: Class 7 contains 4918 members 
Mstep: Class 8 contains 103530 members 
Mstep: Class 9 contains 43419 members 
Mstep: Class 10 contains 65627 members 
Mstep: Class 11 contains 6298 members 
Mstep: Class 12 contains 200121 members 
Mstep: Class 13 contains 166520 members 
Mstep: Class 14 contains 43094 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 162616 members 
Mstep: Class 17 contains 29676 members 
Mstep: Class 18 contains 16949 members 
Mstep: Class 19 contains 71955 members 
Mstep: Class 20 contains 5114 members 
Mstep: Class 21 contains 38174 members 
Mstep: Class 22 contains 1856 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 23 clusters Score -1.583895e+08 nChanged 19383
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 2 contains 24402 members 
Mstep: Class 3 contains 16619 members 
Mstep: Class 4 contains 44797 members 
Mstep: Class 5 contains 99971 members 
Mstep: Class 6 contains 126909 members 
Mstep: Class 7 contains 4968 members 
Mstep: Class 8 contains 105641 members 
Mstep: Class 9 contains 43270 members 
Mstep: Class 10 contains 62851 members 
Mstep: Class 11 contains 6851 members 
Mstep: Class 12 contains 199682 members 
Mstep: Class 13 contains 169334 members 
Mstep: Class 14 contains 42507 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 161955 members 
Mstep: Class 17 contains 29611 members 
Mstep: Class 18 contains 16941 members 
Mstep: Class 19 contains 71484 members 
Mstep: Class 20 contains 5281 members 
Mstep: Class 21 contains 38181 members 
Mstep: Class 22 contains 1861 members 
Entering Unmasked Estep 
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Iteration 41Q: 23 clusters Score -1.583957e+08 nChanged 14924
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 58921 members 
Mstep: Class 2 contains 24505 members 
Mstep: Class 3 contains 17267 members 
Mstep: Class 4 contains 42613 members 
Mstep: Class 5 contains 99753 members 
Mstep: Class 6 contains 126709 members 
Mstep: Class 7 contains 5110 members 
Mstep: Class 8 contains 108181 members 
Mstep: Class 9 contains 43204 members 
Mstep: Class 10 contains 60228 members 
Mstep: Class 11 contains 7311 members 
Mstep: Class 12 contains 198705 members 
Mstep: Class 13 contains 172397 members 
Mstep: Class 14 contains 42052 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 161423 members 
Mstep: Class 17 contains 29531 members 
Mstep: Class 18 contains 16928 members 
Mstep: Class 19 contains 71012 members 
Mstep: Class 20 contains 5437 members 
Mstep: Class 21 contains 38184 members 
Mstep: Class 22 contains 1861 members 
Entering Unmasked Estep 
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Iteration 42Q: 23 clusters Score -1.584007e+08 nChanged 12821
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59252 members 
Mstep: Class 2 contains 24552 members 
Mstep: Class 3 contains 17750 members 
Mstep: Class 4 contains 40826 members 
Mstep: Class 5 contains 99579 members 
Mstep: Class 6 contains 126589 members 
Mstep: Class 7 contains 5267 members 
Mstep: Class 8 contains 110755 members 
Mstep: Class 9 contains 43073 members 
Mstep: Class 10 contains 57627 members 
Mstep: Class 11 contains 7678 members 
Mstep: Class 12 contains 197549 members 
Mstep: Class 13 contains 175501 members 
Mstep: Class 14 contains 41632 members 
Mstep: Class 15 contains 1309 members 
Mstep: Class 16 contains 160986 members 
Mstep: Class 17 contains 29595 members 
Mstep: Class 18 contains 16861 members 
Mstep: Class 19 contains 70618 members 
Mstep: Class 20 contains 5567 members 
Mstep: Class 21 contains 38212 members 
Mstep: Class 22 contains 1861 members 
Entering Unmasked Estep 
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Iteration 43Q: 23 clusters Score -1.584045e+08 nChanged 11442
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 24582 members 
Mstep: Class 3 contains 18142 members 
Mstep: Class 4 contains 39355 members 
Mstep: Class 5 contains 99446 members 
Mstep: Class 6 contains 126494 members 
Mstep: Class 7 contains 5405 members 
Mstep: Class 8 contains 113254 members 
Mstep: Class 9 contains 43004 members 
Mstep: Class 10 contains 54998 members 
Mstep: Class 11 contains 7995 members 
Mstep: Class 12 contains 196292 members 
Mstep: Class 13 contains 178613 members 
Mstep: Class 14 contains 41219 members 
Mstep: Class 15 contains 1309 members 
Mstep: Class 16 contains 160562 members 
Mstep: Class 17 contains 29679 members 
Mstep: Class 18 contains 16805 members 
Mstep: Class 19 contains 70261 members 
Mstep: Class 20 contains 5681 members 
Mstep: Class 21 contains 38224 members 
Mstep: Class 22 contains 1861 members 
Entering Unmasked Estep 
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Iteration 44Q: 23 clusters Score -1.58407e+08 nChanged 10243
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59510 members 
Mstep: Class 2 contains 24607 members 
Mstep: Class 3 contains 18510 members 
Mstep: Class 4 contains 38179 members 
Mstep: Class 5 contains 99368 members 
Mstep: Class 6 contains 126431 members 
Mstep: Class 7 contains 5536 members 
Mstep: Class 8 contains 115570 members 
Mstep: Class 9 contains 42960 members 
Mstep: Class 10 contains 52456 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 194940 members 
Mstep: Class 13 contains 181596 members 
Mstep: Class 14 contains 40843 members 
Mstep: Class 15 contains 1309 members 
Mstep: Class 16 contains 160153 members 
Mstep: Class 17 contains 29789 members 
Mstep: Class 18 contains 16767 members 
Mstep: Class 19 contains 69955 members 
Mstep: Class 20 contains 5787 members 
Mstep: Class 21 contains 38222 members 
Mstep: Class 22 contains 1861 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 23 clusters Score -1.584091e+08 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 24617 members 
Mstep: Class 3 contains 18762 members 
Mstep: Class 4 contains 37225 members 
Mstep: Class 5 contains 99311 members 
Mstep: Class 6 contains 126388 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 117788 members 
Mstep: Class 9 contains 42916 members 
Mstep: Class 10 contains 49982 members 
Mstep: Class 11 contains 8537 members 
Mstep: Class 12 contains 193577 members 
Mstep: Class 13 contains 184504 members 
Mstep: Class 14 contains 40488 members 
Mstep: Class 15 contains 1309 members 
Mstep: Class 16 contains 159818 members 
Mstep: Class 17 contains 29938 members 
Mstep: Class 18 contains 16725 members 
Mstep: Class 19 contains 69675 members 
Mstep: Class 20 contains 5837 members 
Mstep: Class 21 contains 38221 members 
Mstep: Class 22 contains 1861 members 
Entering Unmasked Estep 
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Iteration 46Q: 23 clusters Score -1.58411e+08 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 24603 members 
Mstep: Class 3 contains 18990 members 
Mstep: Class 4 contains 36441 members 
Mstep: Class 5 contains 99252 members 
Mstep: Class 6 contains 126377 members 
Mstep: Class 7 contains 5727 members 
Mstep: Class 8 contains 119904 members 
Mstep: Class 9 contains 42843 members 
Mstep: Class 10 contains 47424 members 
Mstep: Class 11 contains 8743 members 
Mstep: Class 12 contains 192251 members 
Mstep: Class 13 contains 187456 members 
Mstep: Class 14 contains 40112 members 
Mstep: Class 15 contains 1309 members 
Mstep: Class 16 contains 159520 members 
Mstep: Class 17 contains 30099 members 
Mstep: Class 18 contains 16672 members 
Mstep: Class 19 contains 69407 members 
Mstep: Class 20 contains 5905 members 
Mstep: Class 21 contains 38223 members 
Mstep: Class 22 contains 1860 members 
Entering Unmasked Estep 
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Iteration 47Q: 23 clusters Score -1.584118e+08 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59497 members 
Mstep: Class 2 contains 24583 members 
Mstep: Class 3 contains 19185 members 
Mstep: Class 4 contains 35789 members 
Mstep: Class 5 contains 99234 members 
Mstep: Class 6 contains 126364 members 
Mstep: Class 7 contains 5805 members 
Mstep: Class 8 contains 121874 members 
Mstep: Class 9 contains 42747 members 
Mstep: Class 10 contains 45025 members 
Mstep: Class 11 contains 8908 members 
Mstep: Class 12 contains 191008 members 
Mstep: Class 13 contains 190232 members 
Mstep: Class 14 contains 39762 members 
Mstep: Class 15 contains 1309 members 
Mstep: Class 16 contains 159238 members 
Mstep: Class 17 contains 30221 members 
Mstep: Class 18 contains 16623 members 
Mstep: Class 19 contains 69187 members 
Mstep: Class 20 contains 5961 members 
Mstep: Class 21 contains 38227 members 
Mstep: Class 22 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 23 clusters Score -1.584134e+08 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 24554 members 
Mstep: Class 3 contains 19331 members 
Mstep: Class 4 contains 35234 members 
Mstep: Class 5 contains 99250 members 
Mstep: Class 6 contains 126346 members 
Mstep: Class 7 contains 5858 members 
Mstep: Class 8 contains 123774 members 
Mstep: Class 9 contains 42673 members 
Mstep: Class 10 contains 42643 members 
Mstep: Class 11 contains 9046 members 
Mstep: Class 12 contains 189757 members 
Mstep: Class 13 contains 192941 members 
Mstep: Class 14 contains 39431 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 158940 members 
Mstep: Class 17 contains 30333 members 
Mstep: Class 18 contains 16587 members 
Mstep: Class 19 contains 69001 members 
Mstep: Class 20 contains 6032 members 
Mstep: Class 21 contains 38246 members 
Mstep: Class 22 contains 1860 members 
Entering Unmasked Estep 
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Iteration 49Q: 23 clusters Score -1.584151e+08 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 24540 members 
Mstep: Class 3 contains 19435 members 
Mstep: Class 4 contains 34791 members 
Mstep: Class 5 contains 99252 members 
Mstep: Class 6 contains 126351 members 
Mstep: Class 7 contains 5915 members 
Mstep: Class 8 contains 125594 members 
Mstep: Class 9 contains 42572 members 
Mstep: Class 10 contains 40369 members 
Mstep: Class 11 contains 9175 members 
Mstep: Class 12 contains 188481 members 
Mstep: Class 13 contains 195452 members 
Mstep: Class 14 contains 39150 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 158687 members 
Mstep: Class 17 contains 30469 members 
Mstep: Class 18 contains 16561 members 
Mstep: Class 19 contains 68848 members 
Mstep: Class 20 contains 6115 members 
Mstep: Class 21 contains 38258 members 
Mstep: Class 22 contains 1860 members 
Entering Unmasked Estep 
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Iteration 50Q: 23 clusters Score -1.584169e+08 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59407 members 
Mstep: Class 2 contains 24515 members 
Mstep: Class 3 contains 19530 members 
Mstep: Class 4 contains 34367 members 
Mstep: Class 5 contains 99239 members 
Mstep: Class 6 contains 126351 members 
Mstep: Class 7 contains 5959 members 
Mstep: Class 8 contains 127287 members 
Mstep: Class 9 contains 42468 members 
Mstep: Class 10 contains 38134 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 187294 members 
Mstep: Class 13 contains 197968 members 
Mstep: Class 14 contains 38878 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 158445 members 
Mstep: Class 17 contains 30604 members 
Mstep: Class 18 contains 16552 members 
Mstep: Class 19 contains 68698 members 
Mstep: Class 20 contains 6214 members 
Mstep: Class 21 contains 38265 members 
Mstep: Class 22 contains 1860 members 
Entering Unmasked Estep 
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Iteration 51Q: 23 clusters Score -1.584183e+08 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59354 members 
Mstep: Class 2 contains 24498 members 
Mstep: Class 3 contains 19584 members 
Mstep: Class 4 contains 34000 members 
Mstep: Class 5 contains 99247 members 
Mstep: Class 6 contains 126374 members 
Mstep: Class 7 contains 6004 members 
Mstep: Class 8 contains 128922 members 
Mstep: Class 9 contains 42398 members 
Mstep: Class 10 contains 35948 members 
Mstep: Class 11 contains 9369 members 
Mstep: Class 12 contains 186169 members 
Mstep: Class 13 contains 200377 members 
Mstep: Class 14 contains 38621 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 158232 members 
Mstep: Class 17 contains 30689 members 
Mstep: Class 18 contains 16518 members 
Mstep: Class 19 contains 68578 members 
Mstep: Class 20 contains 6308 members 
Mstep: Class 21 contains 38278 members 
Mstep: Class 22 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 23 clusters Score -1.584198e+08 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 24478 members 
Mstep: Class 3 contains 19636 members 
Mstep: Class 4 contains 33681 members 
Mstep: Class 5 contains 99249 members 
Mstep: Class 6 contains 126390 members 
Mstep: Class 7 contains 6044 members 
Mstep: Class 8 contains 130458 members 
Mstep: Class 9 contains 42336 members 
Mstep: Class 10 contains 33883 members 
Mstep: Class 11 contains 9434 members 
Mstep: Class 12 contains 185069 members 
Mstep: Class 13 contains 202723 members 
Mstep: Class 14 contains 38350 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 158032 members 
Mstep: Class 17 contains 30761 members 
Mstep: Class 18 contains 16506 members 
Mstep: Class 19 contains 68453 members 
Mstep: Class 20 contains 6361 members 
Mstep: Class 21 contains 38305 members 
Mstep: Class 22 contains 1860 members 
Entering Unmasked Estep 
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Iteration 53Q: 23 clusters Score -1.584215e+08 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 24456 members 
Mstep: Class 3 contains 19665 members 
Mstep: Class 4 contains 33405 members 
Mstep: Class 5 contains 99271 members 
Mstep: Class 6 contains 126408 members 
Mstep: Class 7 contains 6078 members 
Mstep: Class 8 contains 131924 members 
Mstep: Class 9 contains 42276 members 
Mstep: Class 10 contains 31945 members 
Mstep: Class 11 contains 9476 members 
Mstep: Class 12 contains 183942 members 
Mstep: Class 13 contains 204982 members 
Mstep: Class 14 contains 38080 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 157885 members 
Mstep: Class 17 contains 30789 members 
Mstep: Class 18 contains 16507 members 
Mstep: Class 19 contains 68358 members 
Mstep: Class 20 contains 6405 members 
Mstep: Class 21 contains 38321 members 
Mstep: Class 22 contains 1860 members 
Entering Unmasked Estep 
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Iteration 54Q: 23 clusters Score -1.584229e+08 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 24441 members 
Mstep: Class 3 contains 19682 members 
Mstep: Class 4 contains 33164 members 
Mstep: Class 5 contains 99299 members 
Mstep: Class 6 contains 126421 members 
Mstep: Class 7 contains 6099 members 
Mstep: Class 8 contains 133318 members 
Mstep: Class 9 contains 42222 members 
Mstep: Class 10 contains 30214 members 
Mstep: Class 11 contains 9498 members 
Mstep: Class 12 contains 182899 members 
Mstep: Class 13 contains 207001 members 
Mstep: Class 14 contains 37817 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 157745 members 
Mstep: Class 17 contains 30843 members 
Mstep: Class 18 contains 16498 members 
Mstep: Class 19 contains 68266 members 
Mstep: Class 20 contains 6428 members 
Mstep: Class 21 contains 38324 members 
Mstep: Class 22 contains 1860 members 
Entering Unmasked Estep 
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Iteration 55Q: 23 clusters Score -1.584234e+08 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 24410 members 
Mstep: Class 3 contains 19710 members 
Mstep: Class 4 contains 32970 members 
Mstep: Class 5 contains 99310 members 
Mstep: Class 6 contains 126420 members 
Mstep: Class 7 contains 6109 members 
Mstep: Class 8 contains 134645 members 
Mstep: Class 9 contains 42191 members 
Mstep: Class 10 contains 28606 members 
Mstep: Class 11 contains 9521 members 
Mstep: Class 12 contains 181883 members 
Mstep: Class 13 contains 208873 members 
Mstep: Class 14 contains 37574 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 157621 members 
Mstep: Class 17 contains 30882 members 
Mstep: Class 18 contains 16483 members 
Mstep: Class 19 contains 68187 members 
Mstep: Class 20 contains 6462 members 
Mstep: Class 21 contains 38321 members 
Mstep: Class 22 contains 1860 members 
Entering Unmasked Estep 
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Iteration 56Q: 23 clusters Score -1.584244e+08 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59283 members 
Mstep: Class 2 contains 24388 members 
Mstep: Class 3 contains 19748 members 
Mstep: Class 4 contains 32812 members 
Mstep: Class 5 contains 99336 members 
Mstep: Class 6 contains 126424 members 
Mstep: Class 7 contains 6124 members 
Mstep: Class 8 contains 135959 members 
Mstep: Class 9 contains 42150 members 
Mstep: Class 10 contains 27162 members 
Mstep: Class 11 contains 9545 members 
Mstep: Class 12 contains 180882 members 
Mstep: Class 13 contains 210568 members 
Mstep: Class 14 contains 37316 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 157510 members 
Mstep: Class 17 contains 30897 members 
Mstep: Class 18 contains 16461 members 
Mstep: Class 19 contains 68090 members 
Mstep: Class 20 contains 6503 members 
Mstep: Class 21 contains 38310 members 
Mstep: Class 22 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158425520.000000 Penalty: 76944.234375
Iteration 57Q: 23 clusters Score -1.584255e+08 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 24375 members 
Mstep: Class 3 contains 19765 members 
Mstep: Class 4 contains 32664 members 
Mstep: Class 5 contains 99374 members 
Mstep: Class 6 contains 126419 members 
Mstep: Class 7 contains 6141 members 
Mstep: Class 8 contains 137247 members 
Mstep: Class 9 contains 42137 members 
Mstep: Class 10 contains 25867 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 12 contains 179848 members 
Mstep: Class 13 contains 212150 members 
Mstep: Class 14 contains 37081 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 157404 members 
Mstep: Class 17 contains 30912 members 
Mstep: Class 18 contains 16421 members 
Mstep: Class 19 contains 67985 members 
Mstep: Class 20 contains 6531 members 
Mstep: Class 21 contains 38324 members 
Mstep: Class 22 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426336.000000 Penalty: 76944.234375
Iteration 58Q: 23 clusters Score -1.584263e+08 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59230 members 
Mstep: Class 2 contains 24376 members 
Mstep: Class 3 contains 19811 members 
Mstep: Class 4 contains 32536 members 
Mstep: Class 5 contains 99400 members 
Mstep: Class 6 contains 126423 members 
Mstep: Class 7 contains 6161 members 
Mstep: Class 8 contains 138402 members 
Mstep: Class 9 contains 42120 members 
Mstep: Class 10 contains 24670 members 
Mstep: Class 11 contains 9572 members 
Mstep: Class 12 contains 178939 members 
Mstep: Class 13 contains 213609 members 
Mstep: Class 14 contains 36833 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 157290 members 
Mstep: Class 17 contains 30904 members 
Mstep: Class 18 contains 16406 members 
Mstep: Class 19 contains 67889 members 
Mstep: Class 20 contains 6567 members 
Mstep: Class 21 contains 38330 members 
Mstep: Class 22 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427120.000000 Penalty: 76944.234375
Iteration 59Q: 23 clusters Score -1.584271e+08 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59192 members 
Mstep: Class 2 contains 24373 members 
Mstep: Class 3 contains 19834 members 
Mstep: Class 4 contains 32424 members 
Mstep: Class 5 contains 99419 members 
Mstep: Class 6 contains 126422 members 
Mstep: Class 7 contains 6176 members 
Mstep: Class 8 contains 139439 members 
Mstep: Class 9 contains 42145 members 
Mstep: Class 10 contains 23618 members 
Mstep: Class 11 contains 9579 members 
Mstep: Class 12 contains 178112 members 
Mstep: Class 13 contains 214888 members 
Mstep: Class 14 contains 36622 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 157187 members 
Mstep: Class 17 contains 30882 members 
Mstep: Class 18 contains 16411 members 
Mstep: Class 19 contains 67784 members 
Mstep: Class 20 contains 6631 members 
Mstep: Class 21 contains 38330 members 
Mstep: Class 22 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427792.000000 Penalty: 76944.234375
Iteration 60F: 23 clusters Score -1.584278e+08 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59174 members 
Mstep: Class 2 contains 24361 members 
Mstep: Class 3 contains 19883 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 99452 members 
Mstep: Class 6 contains 126419 members 
Mstep: Class 7 contains 6193 members 
Mstep: Class 8 contains 140485 members 
Mstep: Class 9 contains 42157 members 
Mstep: Class 10 contains 22592 members 
Mstep: Class 11 contains 9596 members 
Mstep: Class 12 contains 177235 members 
Mstep: Class 13 contains 216082 members 
Mstep: Class 14 contains 36430 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 157091 members 
Mstep: Class 17 contains 30823 members 
Mstep: Class 18 contains 16418 members 
Mstep: Class 19 contains 67719 members 
Mstep: Class 20 contains 6687 members 
Mstep: Class 21 contains 38336 members 
Mstep: Class 22 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158428704.000000 Penalty: 76944.234375
Iteration 61Q: 23 clusters Score -1.584287e+08 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59155 members 
Mstep: Class 2 contains 24349 members 
Mstep: Class 3 contains 19932 members 
Mstep: Class 4 contains 32237 members 
Mstep: Class 5 contains 99473 members 
Mstep: Class 6 contains 126435 members 
Mstep: Class 7 contains 6206 members 
Mstep: Class 8 contains 141499 members 
Mstep: Class 9 contains 42161 members 
Mstep: Class 10 contains 21725 members 
Mstep: Class 11 contains 9614 members 
Mstep: Class 12 contains 176398 members 
Mstep: Class 13 contains 217124 members 
Mstep: Class 14 contains 36234 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 156995 members 
Mstep: Class 17 contains 30794 members 
Mstep: Class 18 contains 16423 members 
Mstep: Class 19 contains 67665 members 
Mstep: Class 20 contains 6715 members 
Mstep: Class 21 contains 38334 members 
Mstep: Class 22 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158428944.000000 Penalty: 76944.234375
Iteration 62Q: 23 clusters Score -1.584289e+08 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59143 members 
Mstep: Class 2 contains 24316 members 
Mstep: Class 3 contains 19985 members 
Mstep: Class 4 contains 32144 members 
Mstep: Class 5 contains 99502 members 
Mstep: Class 6 contains 126454 members 
Mstep: Class 7 contains 6217 members 
Mstep: Class 8 contains 142578 members 
Mstep: Class 9 contains 42169 members 
Mstep: Class 10 contains 20929 members 
Mstep: Class 11 contains 9624 members 
Mstep: Class 12 contains 175518 members 
Mstep: Class 13 contains 218097 members 
Mstep: Class 14 contains 36053 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 156879 members 
Mstep: Class 17 contains 30749 members 
Mstep: Class 18 contains 16430 members 
Mstep: Class 19 contains 67609 members 
Mstep: Class 20 contains 6743 members 
Mstep: Class 21 contains 38329 members 
Mstep: Class 22 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429392.000000 Penalty: 76944.234375
Iteration 63Q: 23 clusters Score -1.584294e+08 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 24290 members 
Mstep: Class 3 contains 20026 members 
Mstep: Class 4 contains 32051 members 
Mstep: Class 5 contains 99522 members 
Mstep: Class 6 contains 126481 members 
Mstep: Class 7 contains 6228 members 
Mstep: Class 8 contains 143695 members 
Mstep: Class 9 contains 42170 members 
Mstep: Class 10 contains 20162 members 
Mstep: Class 11 contains 9635 members 
Mstep: Class 12 contains 174566 members 
Mstep: Class 13 contains 219023 members 
Mstep: Class 14 contains 35897 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 156783 members 
Mstep: Class 17 contains 30733 members 
Mstep: Class 18 contains 16438 members 
Mstep: Class 19 contains 67549 members 
Mstep: Class 20 contains 6782 members 
Mstep: Class 21 contains 38329 members 
Mstep: Class 22 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429904.000000 Penalty: 76944.234375
Iteration 64Q: 23 clusters Score -1.584299e+08 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59083 members 
Mstep: Class 2 contains 24274 members 
Mstep: Class 3 contains 20046 members 
Mstep: Class 4 contains 31975 members 
Mstep: Class 5 contains 99541 members 
Mstep: Class 6 contains 126502 members 
Mstep: Class 7 contains 6236 members 
Mstep: Class 8 contains 144858 members 
Mstep: Class 9 contains 42163 members 
Mstep: Class 10 contains 19451 members 
Mstep: Class 11 contains 9649 members 
Mstep: Class 12 contains 173513 members 
Mstep: Class 13 contains 219885 members 
Mstep: Class 14 contains 35761 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 156689 members 
Mstep: Class 17 contains 30689 members 
Mstep: Class 18 contains 16459 members 
Mstep: Class 19 contains 67518 members 
Mstep: Class 20 contains 6843 members 
Mstep: Class 21 contains 38333 members 
Mstep: Class 22 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430320.000000 Penalty: 76944.234375
Iteration 65Q: 23 clusters Score -1.584303e+08 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59057 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 20072 members 
Mstep: Class 4 contains 31898 members 
Mstep: Class 5 contains 99553 members 
Mstep: Class 6 contains 126526 members 
Mstep: Class 7 contains 6245 members 
Mstep: Class 8 contains 146082 members 
Mstep: Class 9 contains 42186 members 
Mstep: Class 10 contains 18803 members 
Mstep: Class 11 contains 9662 members 
Mstep: Class 12 contains 172309 members 
Mstep: Class 13 contains 220696 members 
Mstep: Class 14 contains 35638 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 156595 members 
Mstep: Class 17 contains 30672 members 
Mstep: Class 18 contains 16475 members 
Mstep: Class 19 contains 67493 members 
Mstep: Class 20 contains 6907 members 
Mstep: Class 21 contains 38334 members 
Mstep: Class 22 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158431440.000000 Penalty: 76944.234375
Iteration 66Q: 23 clusters Score -1.584314e+08 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59022 members 
Mstep: Class 2 contains 24235 members 
Mstep: Class 3 contains 20099 members 
Mstep: Class 4 contains 31820 members 
Mstep: Class 5 contains 99566 members 
Mstep: Class 6 contains 126557 members 
Mstep: Class 7 contains 6250 members 
Mstep: Class 8 contains 147326 members 
Mstep: Class 9 contains 42183 members 
Mstep: Class 10 contains 18175 members 
Mstep: Class 11 contains 9677 members 
Mstep: Class 12 contains 171069 members 
Mstep: Class 13 contains 221502 members 
Mstep: Class 14 contains 35535 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 156523 members 
Mstep: Class 17 contains 30624 members 
Mstep: Class 18 contains 16496 members 
Mstep: Class 19 contains 67494 members 
Mstep: Class 20 contains 6980 members 
Mstep: Class 21 contains 38335 members 
Mstep: Class 22 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158432080.000000 Penalty: 76944.234375
Iteration 67Q: 23 clusters Score -1.584321e+08 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 24216 members 
Mstep: Class 3 contains 20131 members 
Mstep: Class 4 contains 31755 members 
Mstep: Class 5 contains 99580 members 
Mstep: Class 6 contains 126578 members 
Mstep: Class 7 contains 6254 members 
Mstep: Class 8 contains 148731 members 
Mstep: Class 9 contains 42203 members 
Mstep: Class 10 contains 17569 members 
Mstep: Class 11 contains 9692 members 
Mstep: Class 12 contains 169621 members 
Mstep: Class 13 contains 222298 members 
Mstep: Class 14 contains 35442 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 156460 members 
Mstep: Class 17 contains 30578 members 
Mstep: Class 18 contains 16510 members 
Mstep: Class 19 contains 67493 members 
Mstep: Class 20 contains 7046 members 
Mstep: Class 21 contains 38333 members 
Mstep: Class 22 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158432544.000000 Penalty: 76944.234375
Iteration 68Q: 23 clusters Score -1.584325e+08 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 2 contains 24198 members 
Mstep: Class 3 contains 20152 members 
Mstep: Class 4 contains 31685 members 
Mstep: Class 5 contains 99594 members 
Mstep: Class 6 contains 126587 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 150254 members 
Mstep: Class 9 contains 42210 members 
Mstep: Class 10 contains 17028 members 
Mstep: Class 11 contains 9699 members 
Mstep: Class 12 contains 168044 members 
Mstep: Class 13 contains 223021 members 
Mstep: Class 14 contains 35379 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 156402 members 
Mstep: Class 17 contains 30544 members 
Mstep: Class 18 contains 16532 members 
Mstep: Class 19 contains 67506 members 
Mstep: Class 20 contains 7087 members 
Mstep: Class 21 contains 38343 members 
Mstep: Class 22 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158433280.000000 Penalty: 76944.234375
Iteration 69Q: 23 clusters Score -1.584333e+08 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 58915 members 
Mstep: Class 2 contains 24182 members 
Mstep: Class 3 contains 20189 members 
Mstep: Class 4 contains 31617 members 
Mstep: Class 5 contains 99609 members 
Mstep: Class 6 contains 126613 members 
Mstep: Class 7 contains 6265 members 
Mstep: Class 8 contains 151919 members 
Mstep: Class 9 contains 42219 members 
Mstep: Class 10 contains 16510 members 
Mstep: Class 11 contains 9705 members 
Mstep: Class 12 contains 166288 members 
Mstep: Class 13 contains 223727 members 
Mstep: Class 14 contains 35323 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 156343 members 
Mstep: Class 17 contains 30492 members 
Mstep: Class 18 contains 16547 members 
Mstep: Class 19 contains 67514 members 
Mstep: Class 20 contains 7154 members 
Mstep: Class 21 contains 38337 members 
Mstep: Class 22 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158433504.000000 Penalty: 76944.234375
Iteration 70Q: 23 clusters Score -1.584335e+08 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 58853 members 
Mstep: Class 2 contains 24171 members 
Mstep: Class 3 contains 20228 members 
Mstep: Class 4 contains 31552 members 
Mstep: Class 5 contains 99621 members 
Mstep: Class 6 contains 126638 members 
Mstep: Class 7 contains 6272 members 
Mstep: Class 8 contains 153759 members 
Mstep: Class 9 contains 42214 members 
Mstep: Class 10 contains 16034 members 
Mstep: Class 11 contains 9715 members 
Mstep: Class 12 contains 164313 members 
Mstep: Class 13 contains 224395 members 
Mstep: Class 14 contains 35296 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 156289 members 
Mstep: Class 17 contains 30438 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 19 contains 67563 members 
Mstep: Class 20 contains 7206 members 
Mstep: Class 21 contains 38333 members 
Mstep: Class 22 contains 1861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158434016.000000 Penalty: 76944.234375
Iteration 71Q: 23 clusters Score -1.58434e+08 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 58795 members 
Mstep: Class 2 contains 24177 members 
Mstep: Class 3 contains 20265 members 
Mstep: Class 4 contains 31493 members 
Mstep: Class 5 contains 99619 members 
Mstep: Class 6 contains 126658 members 
Mstep: Class 7 contains 6281 members 
Mstep: Class 8 contains 155784 members 
Mstep: Class 9 contains 42206 members 
Mstep: Class 10 contains 15624 members 
Mstep: Class 11 contains 9720 members 
Mstep: Class 12 contains 162126 members 
Mstep: Class 13 contains 224995 members 
Mstep: Class 14 contains 35248 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 156240 members 
Mstep: Class 17 contains 30425 members 
Mstep: Class 18 contains 16599 members 
Mstep: Class 19 contains 67645 members 
Mstep: Class 20 contains 7232 members 
Mstep: Class 21 contains 38336 members 
Mstep: Class 22 contains 1861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158434032.000000 Penalty: 76944.234375
Iteration 72Q: 23 clusters Score -1.58434e+08 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 58746 members 
Mstep: Class 2 contains 24187 members 
Mstep: Class 3 contains 20296 members 
Mstep: Class 4 contains 31425 members 
Mstep: Class 5 contains 99606 members 
Mstep: Class 6 contains 126679 members 
Mstep: Class 7 contains 6295 members 
Mstep: Class 8 contains 157860 members 
Mstep: Class 9 contains 42222 members 
Mstep: Class 10 contains 15242 members 
Mstep: Class 11 contains 9733 members 
Mstep: Class 12 contains 159714 members 
Mstep: Class 13 contains 225621 members 
Mstep: Class 14 contains 35242 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 156212 members 
Mstep: Class 17 contains 30404 members 
Mstep: Class 18 contains 16623 members 
Mstep: Class 19 contains 67742 members 
Mstep: Class 20 contains 7280 members 
Mstep: Class 21 contains 38339 members 
Mstep: Class 22 contains 1861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158433872.000000 Penalty: 76944.234375
Iteration 73Q: 23 clusters Score -1.584339e+08 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 58723 members 
Mstep: Class 2 contains 24187 members 
Mstep: Class 3 contains 20330 members 
Mstep: Class 4 contains 31372 members 
Mstep: Class 5 contains 99611 members 
Mstep: Class 6 contains 126697 members 
Mstep: Class 7 contains 6302 members 
Mstep: Class 8 contains 159970 members 
Mstep: Class 9 contains 42201 members 
Mstep: Class 10 contains 14895 members 
Mstep: Class 11 contains 9739 members 
Mstep: Class 12 contains 157275 members 
Mstep: Class 13 contains 226228 members 
Mstep: Class 14 contains 35265 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 156169 members 
Mstep: Class 17 contains 30369 members 
Mstep: Class 18 contains 16631 members 
Mstep: Class 19 contains 67841 members 
Mstep: Class 20 contains 7322 members 
Mstep: Class 21 contains 38341 members 
Mstep: Class 22 contains 1861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158433392.000000 Penalty: 76944.234375
Iteration 74Q: 23 clusters Score -1.584334e+08 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 58685 members 
Mstep: Class 2 contains 24200 members 
Mstep: Class 3 contains 20380 members 
Mstep: Class 4 contains 31319 members 
Mstep: Class 5 contains 99612 members 
Mstep: Class 6 contains 126723 members 
Mstep: Class 7 contains 6310 members 
Mstep: Class 8 contains 162169 members 
Mstep: Class 9 contains 42145 members 
Mstep: Class 10 contains 14592 members 
Mstep: Class 11 contains 9741 members 
Mstep: Class 12 contains 154764 members 
Mstep: Class 13 contains 226772 members 
Mstep: Class 14 contains 35304 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 156136 members 
Mstep: Class 17 contains 30323 members 
Mstep: Class 18 contains 16630 members 
Mstep: Class 19 contains 67955 members 
Mstep: Class 20 contains 7370 members 
Mstep: Class 21 contains 38338 members 
Mstep: Class 22 contains 1861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158433504.000000 Penalty: 76944.234375
Iteration 75Q: 23 clusters Score -1.584335e+08 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 24207 members 
Mstep: Class 3 contains 20420 members 
Mstep: Class 4 contains 31278 members 
Mstep: Class 5 contains 99617 members 
Mstep: Class 6 contains 126766 members 
Mstep: Class 7 contains 6313 members 
Mstep: Class 8 contains 164301 members 
Mstep: Class 9 contains 42098 members 
Mstep: Class 10 contains 14338 members 
Mstep: Class 11 contains 9748 members 
Mstep: Class 12 contains 152274 members 
Mstep: Class 13 contains 227228 members 
Mstep: Class 14 contains 35357 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 156105 members 
Mstep: Class 17 contains 30299 members 
Mstep: Class 18 contains 16638 members 
Mstep: Class 19 contains 68065 members 
Mstep: Class 20 contains 7417 members 
Mstep: Class 21 contains 38337 members 
Mstep: Class 22 contains 1861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158433568.000000 Penalty: 76944.234375
Iteration 76Q: 23 clusters Score -1.584336e+08 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 58628 members 
Mstep: Class 2 contains 24199 members 
Mstep: Class 3 contains 20469 members 
Mstep: Class 4 contains 31239 members 
Mstep: Class 5 contains 99618 members 
Mstep: Class 6 contains 126818 members 
Mstep: Class 7 contains 6318 members 
Mstep: Class 8 contains 166329 members 
Mstep: Class 9 contains 42081 members 
Mstep: Class 10 contains 14103 members 
Mstep: Class 11 contains 9755 members 
Mstep: Class 12 contains 149844 members 
Mstep: Class 13 contains 227650 members 
Mstep: Class 14 contains 35470 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 156050 members 
Mstep: Class 17 contains 30280 members 
Mstep: Class 18 contains 16650 members 
Mstep: Class 19 contains 68172 members 
Mstep: Class 20 contains 7462 members 
Mstep: Class 21 contains 38332 members 
Mstep: Class 22 contains 1861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158433728.000000 Penalty: 76944.234375
Iteration 77Q: 23 clusters Score -1.584337e+08 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 58587 members 
Mstep: Class 2 contains 24192 members 
Mstep: Class 3 contains 20528 members 
Mstep: Class 4 contains 31211 members 
Mstep: Class 5 contains 99619 members 
Mstep: Class 6 contains 126845 members 
Mstep: Class 7 contains 6320 members 
Mstep: Class 8 contains 168103 members 
Mstep: Class 9 contains 42072 members 
Mstep: Class 10 contains 13893 members 
Mstep: Class 11 contains 9761 members 
Mstep: Class 12 contains 147634 members 
Mstep: Class 13 contains 228042 members 
Mstep: Class 14 contains 35574 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 156010 members 
Mstep: Class 17 contains 30255 members 
Mstep: Class 18 contains 16678 members 
Mstep: Class 19 contains 68287 members 
Mstep: Class 20 contains 7519 members 
Mstep: Class 21 contains 38338 members 
Mstep: Class 22 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158433424.000000 Penalty: 76944.234375
Iteration 78Q: 23 clusters Score -1.584334e+08 nChanged 4769
Entering ConstructFrom: 
Score: -158433424.000000 Penalty: 76944.234375
Entering ConstructFrom: 
Trying to split cluster 1 (58519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Entering Unmasked Estep 
Score: -6992103.000000 Penalty: 2722.322510
	Iteration 0F: 2 clusters Score -6992103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -6952669.000000 Penalty: 5444.645020
	Iteration 0F: 3 clusters Score -6952669 nChanged 27370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -6968344.000000 Penalty: 5444.645020
	Iteration 1F: 3 clusters Score -6968344 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -6969115.500000 Penalty: 5444.645020
	Iteration 2Q: 3 clusters Score -6969116 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -6969977.000000 Penalty: 5444.645020
	Iteration 3Q: 3 clusters Score -6969977 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -6971037.500000 Penalty: 5444.645020
	Iteration 4Q: 3 clusters Score -6971038 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -6972005.500000 Penalty: 5444.645020
	Iteration 5Q: 3 clusters Score -6972006 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -6973118.000000 Penalty: 5444.645020
	Iteration 6Q: 3 clusters Score -6973118 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -6974319.500000 Penalty: 5444.645020
	Iteration 7Q: 3 clusters Score -6974320 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -6975790.500000 Penalty: 5444.645020
	Iteration 8F: 3 clusters Score -6975790 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -6977375.500000 Penalty: 5444.645020
	Iteration 9F: 3 clusters Score -6977376 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -6979120.500000 Penalty: 5444.645020
	Iteration 10F: 3 clusters Score -6979120 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -6981155.000000 Penalty: 5444.645020
	Iteration 11F: 3 clusters Score -6981155 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -6983367.500000 Penalty: 5444.645020
	Iteration 12F: 3 clusters Score -6983368 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 51241 members 
Entering Unmasked Estep 
Score: -6985364.000000 Penalty: 5444.645020
	Iteration 13Q: 3 clusters Score -6985364 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 53397 members 
Entering Unmasked Estep 
Score: -6987113.500000 Penalty: 5444.645020
	Iteration 14Q: 3 clusters Score -6987114 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 54936 members 
Entering Unmasked Estep 
Score: -6988298.000000 Penalty: 5444.645020
	Iteration 15Q: 3 clusters Score -6988298 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 55932 members 
Entering Unmasked Estep 
Score: -6989101.500000 Penalty: 5444.645020
	Iteration 16Q: 3 clusters Score -6989102 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -6989503.000000 Penalty: 5444.645020
	Iteration 17Q: 3 clusters Score -6989503 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -6989781.500000 Penalty: 5444.645020
	Iteration 18Q: 3 clusters Score -6989782 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 56963 members 
Entering Unmasked Estep 
Score: -6989947.500000 Penalty: 5444.645020
	Iteration 19Q: 3 clusters Score -6989948 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -6990084.000000 Penalty: 5444.645020
	Iteration 20F: 3 clusters Score -6990084 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 57153 members 
Entering Unmasked Estep 
Score: -6990194.500000 Penalty: 5444.645020
	Iteration 21Q: 3 clusters Score -6990194 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 57197 members 
Entering Unmasked Estep 
Score: -6990261.000000 Penalty: 5444.645020
	Iteration 22Q: 3 clusters Score -6990261 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 57232 members 
Entering Unmasked Estep 
Score: -6990349.500000 Penalty: 5444.645020
	Iteration 23Q: 3 clusters Score -6990350 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 57266 members 
Entering Unmasked Estep 
Score: -6990395.500000 Penalty: 5444.645020
	Iteration 24Q: 3 clusters Score -6990396 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -6990432.000000 Penalty: 5444.645020
	Iteration 25Q: 3 clusters Score -6990432 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 57269 members 
Entering Unmasked Estep 
Score: -6990429.000000 Penalty: 5444.645020
	Iteration 26Q: 3 clusters Score -6990429 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 57269 members 
Entering Unmasked Estep 
Score: -6990441.500000 Penalty: 5444.645020
	Iteration 27Q: 3 clusters Score -6990442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 57265 members 
Entering Unmasked Estep 
Score: -6990455.500000 Penalty: 5444.645020
	Iteration 28Q: 3 clusters Score -6990456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 57265 members 
Entering Unmasked Estep 
Score: -6990467.500000 Penalty: 5444.645020
	Iteration 29Q: 3 clusters Score -6990468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 57264 members 
Entering Unmasked Estep 
Score: -6990472.500000 Penalty: 5444.645020
	Iteration 30Q: 3 clusters Score -6990472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 57259 members 
Entering Unmasked Estep 
Score: -6990486.000000 Penalty: 5444.645020
	Iteration 31Q: 3 clusters Score -6990486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 57256 members 
Entering Unmasked Estep 
Score: -6990501.500000 Penalty: 5444.645020
	Iteration 32Q: 3 clusters Score -6990502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 57255 members 
Entering Unmasked Estep 
Score: -6990506.000000 Penalty: 5444.645020
	Iteration 33Q: 3 clusters Score -6990506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 57249 members 
Entering Unmasked Estep 
Score: -6990505.000000 Penalty: 5444.645020
	Iteration 34Q: 3 clusters Score -6990505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 57245 members 
Entering Unmasked Estep 
Score: -6990505.500000 Penalty: 5444.645020
	Iteration 35Q: 3 clusters Score -6990506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 57238 members 
Entering Unmasked Estep 
Score: -6990508.500000 Penalty: 5444.645020
	Iteration 36Q: 3 clusters Score -6990508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 57236 members 
Entering Unmasked Estep 
Score: -6990511.000000 Penalty: 5444.645020
	Iteration 37Q: 3 clusters Score -6990511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -6990515.000000 Penalty: 5444.645020
	Iteration 38Q: 3 clusters Score -6990515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 57242 members 
Entering Unmasked Estep 
Score: -6990518.500000 Penalty: 5444.645020
	Iteration 39Q: 3 clusters Score -6990518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 57242 members 
Entering Unmasked Estep 
Score: -6990525.500000 Penalty: 5444.645020
	Iteration 40F: 3 clusters Score -6990526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 57245 members 
Entering Unmasked Estep 
Score: -6990523.500000 Penalty: 5444.645020
	Iteration 41Q: 3 clusters Score -6990524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 57246 members 
Entering Unmasked Estep 
Score: -6990524.500000 Penalty: 5444.645020
	Iteration 42Q: 3 clusters Score -6990524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 57245 members 
Entering Unmasked Estep 
Score: -6990522.500000 Penalty: 5444.645020
	Iteration 43Q: 3 clusters Score -6990522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 57244 members 
Entering Unmasked Estep 
Score: -6990526.000000 Penalty: 5444.645020
	Iteration 44Q: 3 clusters Score -6990526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 57244 members 
Entering Unmasked Estep 
Score: -6990526.000000 Penalty: 5444.645020
	Iteration 45F: 3 clusters Score -6990526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Entering Unmasked Estep 
Score: -2929668.750000 Penalty: 2503.349121
	Iteration 0F: 2 clusters Score -2929669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2913023.000000 Penalty: 5006.698242
	Iteration 0F: 3 clusters Score -2913023 nChanged 10745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2919022.250000 Penalty: 5006.698242
	Iteration 1F: 3 clusters Score -2919022 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2919657.750000 Penalty: 5006.698242
	Iteration 2F: 3 clusters Score -2919658 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2920217.250000 Penalty: 5006.698242
	Iteration 3F: 3 clusters Score -2920217 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2920800.500000 Penalty: 5006.698242
	Iteration 4F: 3 clusters Score -2920800 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -2921390.500000 Penalty: 5006.698242
	Iteration 5Q: 3 clusters Score -2921390 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2921962.000000 Penalty: 5006.698242
	Iteration 6Q: 3 clusters Score -2921962 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2922471.250000 Penalty: 5006.698242
	Iteration 7Q: 3 clusters Score -2922471 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2922904.750000 Penalty: 5006.698242
	Iteration 8Q: 3 clusters Score -2922905 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2923333.000000 Penalty: 5006.698242
	Iteration 9Q: 3 clusters Score -2923333 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2923675.250000 Penalty: 5006.698242
	Iteration 10Q: 3 clusters Score -2923675 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2924012.500000 Penalty: 5006.698242
	Iteration 11Q: 3 clusters Score -2924012 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2924318.500000 Penalty: 5006.698242
	Iteration 12Q: 3 clusters Score -2924318 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2924594.000000 Penalty: 5006.698242
	Iteration 13Q: 3 clusters Score -2924594 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2924825.500000 Penalty: 5006.698242
	Iteration 14Q: 3 clusters Score -2924826 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2925009.500000 Penalty: 5006.698242
	Iteration 15Q: 3 clusters Score -2925010 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2925163.250000 Penalty: 5006.698242
	Iteration 16Q: 3 clusters Score -2925163 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2925272.250000 Penalty: 5006.698242
	Iteration 17Q: 3 clusters Score -2925272 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2925370.500000 Penalty: 5006.698242
	Iteration 18Q: 3 clusters Score -2925370 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2925442.250000 Penalty: 5006.698242
	Iteration 19Q: 3 clusters Score -2925442 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2925484.000000 Penalty: 5006.698242
	Iteration 20F: 3 clusters Score -2925484 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2925538.500000 Penalty: 5006.698242
	Iteration 21Q: 3 clusters Score -2925538 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2925570.000000 Penalty: 5006.698242
	Iteration 22Q: 3 clusters Score -2925570 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2925615.000000 Penalty: 5006.698242
	Iteration 23Q: 3 clusters Score -2925615 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2925639.500000 Penalty: 5006.698242
	Iteration 24Q: 3 clusters Score -2925640 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2925679.500000 Penalty: 5006.698242
	Iteration 25Q: 3 clusters Score -2925680 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2925707.750000 Penalty: 5006.698242
	Iteration 26Q: 3 clusters Score -2925708 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2925740.500000 Penalty: 5006.698242
	Iteration 27Q: 3 clusters Score -2925740 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2925766.500000 Penalty: 5006.698242
	Iteration 28Q: 3 clusters Score -2925766 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2925803.500000 Penalty: 5006.698242
	Iteration 29Q: 3 clusters Score -2925804 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2925832.250000 Penalty: 5006.698242
	Iteration 30Q: 3 clusters Score -2925832 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2925870.000000 Penalty: 5006.698242
	Iteration 31Q: 3 clusters Score -2925870 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -2925900.000000 Penalty: 5006.698242
	Iteration 32Q: 3 clusters Score -2925900 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2925942.500000 Penalty: 5006.698242
	Iteration 33Q: 3 clusters Score -2925942 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2925994.500000 Penalty: 5006.698242
	Iteration 34Q: 3 clusters Score -2925994 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2926033.250000 Penalty: 5006.698242
	Iteration 35Q: 3 clusters Score -2926033 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2926076.000000 Penalty: 5006.698242
	Iteration 36Q: 3 clusters Score -2926076 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2926123.250000 Penalty: 5006.698242
	Iteration 37Q: 3 clusters Score -2926123 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2926193.750000 Penalty: 5006.698242
	Iteration 38Q: 3 clusters Score -2926194 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2926252.500000 Penalty: 5006.698242
	Iteration 39Q: 3 clusters Score -2926252 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2926292.000000 Penalty: 5006.698242
	Iteration 40F: 3 clusters Score -2926292 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2926356.000000 Penalty: 5006.698242
	Iteration 41Q: 3 clusters Score -2926356 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2926420.750000 Penalty: 5006.698242
	Iteration 42Q: 3 clusters Score -2926421 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2926467.500000 Penalty: 5006.698242
	Iteration 43Q: 3 clusters Score -2926468 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2926532.750000 Penalty: 5006.698242
	Iteration 44Q: 3 clusters Score -2926533 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2926599.250000 Penalty: 5006.698242
	Iteration 45Q: 3 clusters Score -2926599 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2926687.500000 Penalty: 5006.698242
	Iteration 46Q: 3 clusters Score -2926688 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -2926782.250000 Penalty: 5006.698242
	Iteration 47Q: 3 clusters Score -2926782 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -2926882.250000 Penalty: 5006.698242
	Iteration 48Q: 3 clusters Score -2926882 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -2926967.500000 Penalty: 5006.698242
	Iteration 49Q: 3 clusters Score -2926968 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2927028.750000 Penalty: 5006.698242
	Iteration 50Q: 3 clusters Score -2927029 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -2927080.750000 Penalty: 5006.698242
	Iteration 51Q: 3 clusters Score -2927081 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -2927145.750000 Penalty: 5006.698242
	Iteration 52Q: 3 clusters Score -2927146 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -2927209.750000 Penalty: 5006.698242
	Iteration 53Q: 3 clusters Score -2927210 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -2927253.500000 Penalty: 5006.698242
	Iteration 54Q: 3 clusters Score -2927254 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -2927297.000000 Penalty: 5006.698242
	Iteration 55Q: 3 clusters Score -2927297 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -2927342.000000 Penalty: 5006.698242
	Iteration 56Q: 3 clusters Score -2927342 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -2927384.250000 Penalty: 5006.698242
	Iteration 57Q: 3 clusters Score -2927384 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -2927425.000000 Penalty: 5006.698242
	Iteration 58Q: 3 clusters Score -2927425 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -2927450.000000 Penalty: 5006.698242
	Iteration 59Q: 3 clusters Score -2927450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -2927479.500000 Penalty: 5006.698242
	Iteration 60F: 3 clusters Score -2927480 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -2927495.500000 Penalty: 5006.698242
	Iteration 61Q: 3 clusters Score -2927496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -2927516.750000 Penalty: 5006.698242
	Iteration 62Q: 3 clusters Score -2927517 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -2927532.500000 Penalty: 5006.698242
	Iteration 63Q: 3 clusters Score -2927532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -2927554.250000 Penalty: 5006.698242
	Iteration 64Q: 3 clusters Score -2927554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -2927566.000000 Penalty: 5006.698242
	Iteration 65Q: 3 clusters Score -2927566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -2927577.750000 Penalty: 5006.698242
	Iteration 66Q: 3 clusters Score -2927578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2927581.750000 Penalty: 5006.698242
	Iteration 67Q: 3 clusters Score -2927582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -2927585.250000 Penalty: 5006.698242
	Iteration 68Q: 3 clusters Score -2927585 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -2927591.500000 Penalty: 5006.698242
	Iteration 69Q: 3 clusters Score -2927592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -2927599.500000 Penalty: 5006.698242
	Iteration 70Q: 3 clusters Score -2927600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -2927611.250000 Penalty: 5006.698242
	Iteration 71Q: 3 clusters Score -2927611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -2927615.750000 Penalty: 5006.698242
	Iteration 72Q: 3 clusters Score -2927616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -2927615.750000 Penalty: 5006.698242
	Iteration 73Q: 3 clusters Score -2927616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -2927627.500000 Penalty: 5006.698242
	Iteration 74Q: 3 clusters Score -2927628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -2927636.500000 Penalty: 5006.698242
	Iteration 75Q: 3 clusters Score -2927636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -2927636.000000 Penalty: 5006.698242
	Iteration 76Q: 3 clusters Score -2927636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -2927635.500000 Penalty: 5006.698242
	Iteration 77Q: 3 clusters Score -2927636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -2927640.750000 Penalty: 5006.698242
	Iteration 78Q: 3 clusters Score -2927641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -2927642.250000 Penalty: 5006.698242
	Iteration 79Q: 3 clusters Score -2927642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -2927652.000000 Penalty: 5006.698242
	Iteration 80F: 3 clusters Score -2927652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -2927653.500000 Penalty: 5006.698242
	Iteration 81Q: 3 clusters Score -2927654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -2927651.250000 Penalty: 5006.698242
	Iteration 82Q: 3 clusters Score -2927651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -2927655.250000 Penalty: 5006.698242
	Iteration 83Q: 3 clusters Score -2927655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -2927659.250000 Penalty: 5006.698242
	Iteration 84Q: 3 clusters Score -2927659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -2927662.750000 Penalty: 5006.698242
	Iteration 85Q: 3 clusters Score -2927663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -2927670.500000 Penalty: 5006.698242
	Iteration 86Q: 3 clusters Score -2927670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -2927675.000000 Penalty: 5006.698242
	Iteration 87Q: 3 clusters Score -2927675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -2927676.000000 Penalty: 5006.698242
	Iteration 88Q: 3 clusters Score -2927676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -2927677.250000 Penalty: 5006.698242
	Iteration 89Q: 3 clusters Score -2927677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -2927681.250000 Penalty: 5006.698242
	Iteration 90Q: 3 clusters Score -2927681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -2927684.750000 Penalty: 5006.698242
	Iteration 91Q: 3 clusters Score -2927685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -2927680.500000 Penalty: 5006.698242
	Iteration 92Q: 3 clusters Score -2927680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -2927679.500000 Penalty: 5006.698242
	Iteration 93Q: 3 clusters Score -2927680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -2927679.500000 Penalty: 5006.698242
	Iteration 94F: 3 clusters Score -2927680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Entering Unmasked Estep 
Score: -2503991.500000 Penalty: 2463.443848
	Iteration 0F: 2 clusters Score -2503992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2489593.500000 Penalty: 4926.887695
	Iteration 0F: 3 clusters Score -2489594 nChanged 9040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2494988.750000 Penalty: 4926.887695
	Iteration 1F: 3 clusters Score -2494989 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2495811.000000 Penalty: 4926.887695
	Iteration 2F: 3 clusters Score -2495811 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2496459.250000 Penalty: 4926.887695
	Iteration 3F: 3 clusters Score -2496459 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2496959.000000 Penalty: 4926.887695
	Iteration 4F: 3 clusters Score -2496959 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2497341.500000 Penalty: 4926.887695
	Iteration 5Q: 3 clusters Score -2497342 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2497722.750000 Penalty: 4926.887695
	Iteration 6Q: 3 clusters Score -2497723 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2498101.250000 Penalty: 4926.887695
	Iteration 7Q: 3 clusters Score -2498101 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2498499.750000 Penalty: 4926.887695
	Iteration 8Q: 3 clusters Score -2498500 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2498934.750000 Penalty: 4926.887695
	Iteration 9Q: 3 clusters Score -2498935 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2499407.000000 Penalty: 4926.887695
	Iteration 10Q: 3 clusters Score -2499407 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2499909.500000 Penalty: 4926.887695
	Iteration 11Q: 3 clusters Score -2499910 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2500431.250000 Penalty: 4926.887695
	Iteration 12Q: 3 clusters Score -2500431 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2500882.500000 Penalty: 4926.887695
	Iteration 13Q: 3 clusters Score -2500882 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2501210.500000 Penalty: 4926.887695
	Iteration 14Q: 3 clusters Score -2501210 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2501459.500000 Penalty: 4926.887695
	Iteration 15Q: 3 clusters Score -2501460 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2501627.250000 Penalty: 4926.887695
	Iteration 16Q: 3 clusters Score -2501627 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2501731.000000 Penalty: 4926.887695
	Iteration 17Q: 3 clusters Score -2501731 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2501813.250000 Penalty: 4926.887695
	Iteration 18Q: 3 clusters Score -2501813 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2501863.750000 Penalty: 4926.887695
	Iteration 19Q: 3 clusters Score -2501864 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2501908.250000 Penalty: 4926.887695
	Iteration 20F: 3 clusters Score -2501908 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2501961.750000 Penalty: 4926.887695
	Iteration 21Q: 3 clusters Score -2501962 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2501989.000000 Penalty: 4926.887695
	Iteration 22Q: 3 clusters Score -2501989 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2502014.750000 Penalty: 4926.887695
	Iteration 23Q: 3 clusters Score -2502015 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2502048.500000 Penalty: 4926.887695
	Iteration 24Q: 3 clusters Score -2502048 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2502076.750000 Penalty: 4926.887695
	Iteration 25Q: 3 clusters Score -2502077 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2502128.000000 Penalty: 4926.887695
	Iteration 26Q: 3 clusters Score -2502128 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -2502150.500000 Penalty: 4926.887695
	Iteration 27Q: 3 clusters Score -2502150 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2502174.500000 Penalty: 4926.887695
	Iteration 28Q: 3 clusters Score -2502174 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2502204.250000 Penalty: 4926.887695
	Iteration 29Q: 3 clusters Score -2502204 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2502235.000000 Penalty: 4926.887695
	Iteration 30Q: 3 clusters Score -2502235 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2502253.000000 Penalty: 4926.887695
	Iteration 31Q: 3 clusters Score -2502253 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2502275.000000 Penalty: 4926.887695
	Iteration 32Q: 3 clusters Score -2502275 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2502289.750000 Penalty: 4926.887695
	Iteration 33Q: 3 clusters Score -2502290 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2502305.500000 Penalty: 4926.887695
	Iteration 34Q: 3 clusters Score -2502306 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2502306.250000 Penalty: 4926.887695
	Iteration 35Q: 3 clusters Score -2502306 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2502315.250000 Penalty: 4926.887695
	Iteration 36Q: 3 clusters Score -2502315 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2502327.000000 Penalty: 4926.887695
	Iteration 37Q: 3 clusters Score -2502327 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2502323.500000 Penalty: 4926.887695
	Iteration 38Q: 3 clusters Score -2502324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2502323.750000 Penalty: 4926.887695
	Iteration 39Q: 3 clusters Score -2502324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2502330.750000 Penalty: 4926.887695
	Iteration 40F: 3 clusters Score -2502331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2502332.250000 Penalty: 4926.887695
	Iteration 41Q: 3 clusters Score -2502332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2502339.250000 Penalty: 4926.887695
	Iteration 42Q: 3 clusters Score -2502339 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2502338.000000 Penalty: 4926.887695
	Iteration 43Q: 3 clusters Score -2502338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2502348.500000 Penalty: 4926.887695
	Iteration 44Q: 3 clusters Score -2502348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2502356.000000 Penalty: 4926.887695
	Iteration 45Q: 3 clusters Score -2502356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2502358.750000 Penalty: 4926.887695
	Iteration 46Q: 3 clusters Score -2502359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2502358.000000 Penalty: 4926.887695
	Iteration 47Q: 3 clusters Score -2502358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2502355.500000 Penalty: 4926.887695
	Iteration 48Q: 3 clusters Score -2502356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2502356.250000 Penalty: 4926.887695
	Iteration 49Q: 3 clusters Score -2502356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2502357.250000 Penalty: 4926.887695
	Iteration 50Q: 3 clusters Score -2502357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2502358.500000 Penalty: 4926.887695
	Iteration 51Q: 3 clusters Score -2502358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2502364.750000 Penalty: 4926.887695
	Iteration 52Q: 3 clusters Score -2502365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2502365.250000 Penalty: 4926.887695
	Iteration 53Q: 3 clusters Score -2502365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2502365.500000 Penalty: 4926.887695
	Iteration 54Q: 3 clusters Score -2502366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2502365.500000 Penalty: 4926.887695
	Iteration 55F: 3 clusters Score -2502366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Entering Unmasked Estep 
Score: -3804108.000000 Penalty: 2566.164062
	Iteration 0F: 2 clusters Score -3804108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -3782677.750000 Penalty: 5132.328125
	Iteration 0F: 3 clusters Score -3782678 nChanged 14151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -3790849.750000 Penalty: 5132.328125
	Iteration 1F: 3 clusters Score -3790850 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -3791769.750000 Penalty: 5132.328125
	Iteration 2F: 3 clusters Score -3791770 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -3792872.500000 Penalty: 5132.328125
	Iteration 3F: 3 clusters Score -3792872 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -3793906.500000 Penalty: 5132.328125
	Iteration 4F: 3 clusters Score -3793906 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -3794898.500000 Penalty: 5132.328125
	Iteration 5F: 3 clusters Score -3794898 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -3795746.250000 Penalty: 5132.328125
	Iteration 6F: 3 clusters Score -3795746 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -3796455.250000 Penalty: 5132.328125
	Iteration 7Q: 3 clusters Score -3796455 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -3796991.000000 Penalty: 5132.328125
	Iteration 8Q: 3 clusters Score -3796991 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -3797337.500000 Penalty: 5132.328125
	Iteration 9Q: 3 clusters Score -3797338 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -3797546.500000 Penalty: 5132.328125
	Iteration 10Q: 3 clusters Score -3797546 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -3797678.750000 Penalty: 5132.328125
	Iteration 11Q: 3 clusters Score -3797679 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -3797783.500000 Penalty: 5132.328125
	Iteration 12Q: 3 clusters Score -3797784 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -3797877.000000 Penalty: 5132.328125
	Iteration 13Q: 3 clusters Score -3797877 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -3797914.000000 Penalty: 5132.328125
	Iteration 14Q: 3 clusters Score -3797914 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -3797966.000000 Penalty: 5132.328125
	Iteration 15Q: 3 clusters Score -3797966 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -3798018.750000 Penalty: 5132.328125
	Iteration 16Q: 3 clusters Score -3798019 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -3798078.250000 Penalty: 5132.328125
	Iteration 17Q: 3 clusters Score -3798078 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3798108.750000 Penalty: 5132.328125
	Iteration 18Q: 3 clusters Score -3798109 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -3798144.750000 Penalty: 5132.328125
	Iteration 19Q: 3 clusters Score -3798145 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -3798180.500000 Penalty: 5132.328125
	Iteration 20F: 3 clusters Score -3798180 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -3798244.750000 Penalty: 5132.328125
	Iteration 21Q: 3 clusters Score -3798245 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -3798297.000000 Penalty: 5132.328125
	Iteration 22Q: 3 clusters Score -3798297 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -3798357.000000 Penalty: 5132.328125
	Iteration 23Q: 3 clusters Score -3798357 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -3798446.000000 Penalty: 5132.328125
	Iteration 24Q: 3 clusters Score -3798446 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -3798514.000000 Penalty: 5132.328125
	Iteration 25Q: 3 clusters Score -3798514 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -3798570.500000 Penalty: 5132.328125
	Iteration 26Q: 3 clusters Score -3798570 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -3798652.250000 Penalty: 5132.328125
	Iteration 27Q: 3 clusters Score -3798652 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -3798747.750000 Penalty: 5132.328125
	Iteration 28Q: 3 clusters Score -3798748 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -3798847.750000 Penalty: 5132.328125
	Iteration 29Q: 3 clusters Score -3798848 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -3798941.000000 Penalty: 5132.328125
	Iteration 30Q: 3 clusters Score -3798941 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -3799081.250000 Penalty: 5132.328125
	Iteration 31Q: 3 clusters Score -3799081 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -3799213.000000 Penalty: 5132.328125
	Iteration 32Q: 3 clusters Score -3799213 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -3799389.750000 Penalty: 5132.328125
	Iteration 33Q: 3 clusters Score -3799390 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -3799573.250000 Penalty: 5132.328125
	Iteration 34Q: 3 clusters Score -3799573 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -3799778.000000 Penalty: 5132.328125
	Iteration 35Q: 3 clusters Score -3799778 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -3799986.750000 Penalty: 5132.328125
	Iteration 36Q: 3 clusters Score -3799987 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -3800205.750000 Penalty: 5132.328125
	Iteration 37Q: 3 clusters Score -3800206 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -3800444.750000 Penalty: 5132.328125
	Iteration 38Q: 3 clusters Score -3800445 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -3800655.250000 Penalty: 5132.328125
	Iteration 39Q: 3 clusters Score -3800655 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -3800829.250000 Penalty: 5132.328125
	Iteration 40F: 3 clusters Score -3800829 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -3800993.500000 Penalty: 5132.328125
	Iteration 41Q: 3 clusters Score -3800994 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -3801173.750000 Penalty: 5132.328125
	Iteration 42Q: 3 clusters Score -3801174 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -3801301.500000 Penalty: 5132.328125
	Iteration 43Q: 3 clusters Score -3801302 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -3801417.750000 Penalty: 5132.328125
	Iteration 44Q: 3 clusters Score -3801418 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -3801497.000000 Penalty: 5132.328125
	Iteration 45Q: 3 clusters Score -3801497 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -3801567.500000 Penalty: 5132.328125
	Iteration 46Q: 3 clusters Score -3801568 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -3801619.750000 Penalty: 5132.328125
	Iteration 47Q: 3 clusters Score -3801620 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -3801675.000000 Penalty: 5132.328125
	Iteration 48Q: 3 clusters Score -3801675 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -3801728.000000 Penalty: 5132.328125
	Iteration 49Q: 3 clusters Score -3801728 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -3801753.500000 Penalty: 5132.328125
	Iteration 50Q: 3 clusters Score -3801754 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -3801780.000000 Penalty: 5132.328125
	Iteration 51Q: 3 clusters Score -3801780 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -3801811.000000 Penalty: 5132.328125
	Iteration 52Q: 3 clusters Score -3801811 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -3801836.250000 Penalty: 5132.328125
	Iteration 53Q: 3 clusters Score -3801836 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -3801859.000000 Penalty: 5132.328125
	Iteration 54Q: 3 clusters Score -3801859 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -3801883.750000 Penalty: 5132.328125
	Iteration 55Q: 3 clusters Score -3801884 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -3801898.750000 Penalty: 5132.328125
	Iteration 56Q: 3 clusters Score -3801899 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -3801914.750000 Penalty: 5132.328125
	Iteration 57Q: 3 clusters Score -3801915 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -3801922.000000 Penalty: 5132.328125
	Iteration 58Q: 3 clusters Score -3801922 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -3801933.250000 Penalty: 5132.328125
	Iteration 59Q: 3 clusters Score -3801933 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -3801962.000000 Penalty: 5132.328125
	Iteration 60F: 3 clusters Score -3801962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -3801982.000000 Penalty: 5132.328125
	Iteration 61Q: 3 clusters Score -3801982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -3801994.500000 Penalty: 5132.328125
	Iteration 62Q: 3 clusters Score -3801994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -3802005.750000 Penalty: 5132.328125
	Iteration 63Q: 3 clusters Score -3802006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -3802009.750000 Penalty: 5132.328125
	Iteration 64Q: 3 clusters Score -3802010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -3802017.000000 Penalty: 5132.328125
	Iteration 65Q: 3 clusters Score -3802017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -3802025.750000 Penalty: 5132.328125
	Iteration 66Q: 3 clusters Score -3802026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -3802031.750000 Penalty: 5132.328125
	Iteration 67Q: 3 clusters Score -3802032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -3802032.250000 Penalty: 5132.328125
	Iteration 68Q: 3 clusters Score -3802032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -3802034.250000 Penalty: 5132.328125
	Iteration 69Q: 3 clusters Score -3802034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -3802035.250000 Penalty: 5132.328125
	Iteration 70Q: 3 clusters Score -3802035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -3802040.250000 Penalty: 5132.328125
	Iteration 71Q: 3 clusters Score -3802040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -3802045.000000 Penalty: 5132.328125
	Iteration 72Q: 3 clusters Score -3802045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -3802044.250000 Penalty: 5132.328125
	Iteration 73Q: 3 clusters Score -3802044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -3802045.250000 Penalty: 5132.328125
	Iteration 74Q: 3 clusters Score -3802045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -3802041.000000 Penalty: 5132.328125
	Iteration 75Q: 3 clusters Score -3802041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -3802044.500000 Penalty: 5132.328125
	Iteration 76Q: 3 clusters Score -3802044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -3802046.750000 Penalty: 5132.328125
	Iteration 77Q: 3 clusters Score -3802047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -3802044.750000 Penalty: 5132.328125
	Iteration 78Q: 3 clusters Score -3802045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -3802044.750000 Penalty: 5132.328125
	Iteration 79F: 3 clusters Score -3802045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (99611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99611 members 
Entering Unmasked Estep 
Score: -12165349.000000 Penalty: 2854.238770
	Iteration 0F: 2 clusters Score -1.216535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -12098540.000000 Penalty: 5708.477539
	Iteration 0F: 3 clusters Score -1.209854e+07 nChanged 47231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -12126319.000000 Penalty: 5708.477539
	Iteration 1F: 3 clusters Score -1.212632e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51846 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -12127834.000000 Penalty: 5708.477539
	Iteration 2Q: 3 clusters Score -1.212783e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -12129797.000000 Penalty: 5708.477539
	Iteration 3Q: 3 clusters Score -1.21298e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54729 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -12132127.000000 Penalty: 5708.477539
	Iteration 4F: 3 clusters Score -1.213213e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -12134756.000000 Penalty: 5708.477539
	Iteration 5F: 3 clusters Score -1.213476e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59631 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -12137579.000000 Penalty: 5708.477539
	Iteration 6F: 3 clusters Score -1.213758e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63015 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -12140344.000000 Penalty: 5708.477539
	Iteration 7F: 3 clusters Score -1.214034e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66934 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -12142887.000000 Penalty: 5708.477539
	Iteration 8F: 3 clusters Score -1.214289e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71204 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -12145439.000000 Penalty: 5708.477539
	Iteration 9Q: 3 clusters Score -1.214544e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75704 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -12148084.000000 Penalty: 5708.477539
	Iteration 10Q: 3 clusters Score -1.214808e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80265 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -12150873.000000 Penalty: 5708.477539
	Iteration 11Q: 3 clusters Score -1.215087e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84682 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -12153662.000000 Penalty: 5708.477539
	Iteration 12Q: 3 clusters Score -1.215366e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88760 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -12156477.000000 Penalty: 5708.477539
	Iteration 13Q: 3 clusters Score -1.215648e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92149 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -12158687.000000 Penalty: 5708.477539
	Iteration 14Q: 3 clusters Score -1.215869e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94718 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -12160273.000000 Penalty: 5708.477539
	Iteration 15Q: 3 clusters Score -1.216027e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96380 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -12161319.000000 Penalty: 5708.477539
	Iteration 16Q: 3 clusters Score -1.216132e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97424 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -12162070.000000 Penalty: 5708.477539
	Iteration 17Q: 3 clusters Score -1.216207e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98017 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -12162400.000000 Penalty: 5708.477539
	Iteration 18Q: 3 clusters Score -1.21624e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98366 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -12162604.000000 Penalty: 5708.477539
	Iteration 19Q: 3 clusters Score -1.21626e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98562 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -12162717.000000 Penalty: 5708.477539
	Iteration 20F: 3 clusters Score -1.216272e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98682 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -12162813.000000 Penalty: 5708.477539
	Iteration 21Q: 3 clusters Score -1.216281e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98763 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -12162856.000000 Penalty: 5708.477539
	Iteration 22Q: 3 clusters Score -1.216286e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98806 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -12162888.000000 Penalty: 5708.477539
	Iteration 23Q: 3 clusters Score -1.216289e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98848 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -12162922.000000 Penalty: 5708.477539
	Iteration 24Q: 3 clusters Score -1.216292e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98878 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -12162959.000000 Penalty: 5708.477539
	Iteration 25Q: 3 clusters Score -1.216296e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98899 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -12162974.000000 Penalty: 5708.477539
	Iteration 26Q: 3 clusters Score -1.216297e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98910 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -12163003.000000 Penalty: 5708.477539
	Iteration 27Q: 3 clusters Score -1.2163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98919 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -12162994.000000 Penalty: 5708.477539
	Iteration 28Q: 3 clusters Score -1.216299e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98935 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -12163032.000000 Penalty: 5708.477539
	Iteration 29Q: 3 clusters Score -1.216303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98942 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -12163041.000000 Penalty: 5708.477539
	Iteration 30Q: 3 clusters Score -1.216304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98949 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -12163030.000000 Penalty: 5708.477539
	Iteration 31Q: 3 clusters Score -1.216303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98958 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -12163038.000000 Penalty: 5708.477539
	Iteration 32Q: 3 clusters Score -1.216304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98963 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -12163039.000000 Penalty: 5708.477539
	Iteration 33Q: 3 clusters Score -1.216304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98966 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -12163038.000000 Penalty: 5708.477539
	Iteration 34Q: 3 clusters Score -1.216304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98968 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -12163056.000000 Penalty: 5708.477539
	Iteration 35Q: 3 clusters Score -1.216306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98969 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -12163056.000000 Penalty: 5708.477539
	Iteration 36Q: 3 clusters Score -1.216306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98969 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -12163056.000000 Penalty: 5708.477539
	Iteration 37F: 3 clusters Score -1.216306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (126891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126891 members 
Entering Unmasked Estep 
Score: -15509859.000000 Penalty: 2914.268555
	Iteration 0F: 2 clusters Score -1.550986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63349 members 
Mstep: Class 2 contains 63542 members 
Entering Unmasked Estep 
Score: -15425077.000000 Penalty: 5828.537109
	Iteration 0F: 3 clusters Score -1.542508e+07 nChanged 60435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62480 members 
Mstep: Class 2 contains 64411 members 
Entering Unmasked Estep 
Score: -15460084.000000 Penalty: 5828.537109
	Iteration 1F: 3 clusters Score -1.546008e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61849 members 
Mstep: Class 2 contains 65042 members 
Entering Unmasked Estep 
Score: -15461345.000000 Penalty: 5828.537109
	Iteration 2Q: 3 clusters Score -1.546134e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60893 members 
Mstep: Class 2 contains 65998 members 
Entering Unmasked Estep 
Score: -15463263.000000 Penalty: 5828.537109
	Iteration 3Q: 3 clusters Score -1.546326e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 67532 members 
Entering Unmasked Estep 
Score: -15465659.000000 Penalty: 5828.537109
	Iteration 4Q: 3 clusters Score -1.546566e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 70035 members 
Entering Unmasked Estep 
Score: -15468843.000000 Penalty: 5828.537109
	Iteration 5F: 3 clusters Score -1.546884e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 73899 members 
Entering Unmasked Estep 
Score: -15472762.000000 Penalty: 5828.537109
	Iteration 6F: 3 clusters Score -1.547276e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 79260 members 
Entering Unmasked Estep 
Score: -15477623.000000 Penalty: 5828.537109
	Iteration 7F: 3 clusters Score -1.547762e+07 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 85774 members 
Entering Unmasked Estep 
Score: -15483044.000000 Penalty: 5828.537109
	Iteration 8F: 3 clusters Score -1.548304e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 92855 members 
Entering Unmasked Estep 
Score: -15488335.000000 Penalty: 5828.537109
	Iteration 9F: 3 clusters Score -1.548834e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 99739 members 
Entering Unmasked Estep 
Score: -15493630.000000 Penalty: 5828.537109
	Iteration 10F: 3 clusters Score -1.549363e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 105857 members 
Entering Unmasked Estep 
Score: -15498237.000000 Penalty: 5828.537109
	Iteration 11Q: 3 clusters Score -1.549824e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 110762 members 
Entering Unmasked Estep 
Score: -15501837.000000 Penalty: 5828.537109
	Iteration 12Q: 3 clusters Score -1.550184e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 114406 members 
Entering Unmasked Estep 
Score: -15504451.000000 Penalty: 5828.537109
	Iteration 13Q: 3 clusters Score -1.550445e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 116891 members 
Entering Unmasked Estep 
Score: -15506189.000000 Penalty: 5828.537109
	Iteration 14Q: 3 clusters Score -1.550619e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 118541 members 
Entering Unmasked Estep 
Score: -15507168.000000 Penalty: 5828.537109
	Iteration 15Q: 3 clusters Score -1.550717e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 119709 members 
Entering Unmasked Estep 
Score: -15507933.000000 Penalty: 5828.537109
	Iteration 16Q: 3 clusters Score -1.550793e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 120522 members 
Entering Unmasked Estep 
Score: -15508361.000000 Penalty: 5828.537109
	Iteration 17Q: 3 clusters Score -1.550836e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 121090 members 
Entering Unmasked Estep 
Score: -15508645.000000 Penalty: 5828.537109
	Iteration 18Q: 3 clusters Score -1.550864e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 121522 members 
Entering Unmasked Estep 
Score: -15508805.000000 Penalty: 5828.537109
	Iteration 19Q: 3 clusters Score -1.55088e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 121882 members 
Entering Unmasked Estep 
Score: -15508965.000000 Penalty: 5828.537109
	Iteration 20F: 3 clusters Score -1.550896e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 122176 members 
Entering Unmasked Estep 
Score: -15509114.000000 Penalty: 5828.537109
	Iteration 21Q: 3 clusters Score -1.550911e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 122389 members 
Entering Unmasked Estep 
Score: -15509145.000000 Penalty: 5828.537109
	Iteration 22Q: 3 clusters Score -1.550914e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 122552 members 
Entering Unmasked Estep 
Score: -15509182.000000 Penalty: 5828.537109
	Iteration 23Q: 3 clusters Score -1.550918e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 122694 members 
Entering Unmasked Estep 
Score: -15509166.000000 Penalty: 5828.537109
	Iteration 24Q: 3 clusters Score -1.550917e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 122821 members 
Entering Unmasked Estep 
Score: -15509235.000000 Penalty: 5828.537109
	Iteration 25Q: 3 clusters Score -1.550924e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 122936 members 
Entering Unmasked Estep 
Score: -15509235.000000 Penalty: 5828.537109
	Iteration 26Q: 3 clusters Score -1.550924e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 123042 members 
Entering Unmasked Estep 
Score: -15509314.000000 Penalty: 5828.537109
	Iteration 27Q: 3 clusters Score -1.550931e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 123131 members 
Entering Unmasked Estep 
Score: -15509340.000000 Penalty: 5828.537109
	Iteration 28Q: 3 clusters Score -1.550934e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 123209 members 
Entering Unmasked Estep 
Score: -15509381.000000 Penalty: 5828.537109
	Iteration 29Q: 3 clusters Score -1.550938e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 123270 members 
Entering Unmasked Estep 
Score: -15509359.000000 Penalty: 5828.537109
	Iteration 30Q: 3 clusters Score -1.550936e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 123334 members 
Entering Unmasked Estep 
Score: -15509382.000000 Penalty: 5828.537109
	Iteration 31Q: 3 clusters Score -1.550938e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 123390 members 
Entering Unmasked Estep 
Score: -15509378.000000 Penalty: 5828.537109
	Iteration 32Q: 3 clusters Score -1.550938e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 123443 members 
Entering Unmasked Estep 
Score: -15509408.000000 Penalty: 5828.537109
	Iteration 33Q: 3 clusters Score -1.550941e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 123475 members 
Entering Unmasked Estep 
Score: -15509370.000000 Penalty: 5828.537109
	Iteration 34Q: 3 clusters Score -1.550937e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 123499 members 
Entering Unmasked Estep 
Score: -15509349.000000 Penalty: 5828.537109
	Iteration 35Q: 3 clusters Score -1.550935e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 123520 members 
Entering Unmasked Estep 
Score: -15509370.000000 Penalty: 5828.537109
	Iteration 36Q: 3 clusters Score -1.550937e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 123541 members 
Entering Unmasked Estep 
Score: -15509373.000000 Penalty: 5828.537109
	Iteration 37Q: 3 clusters Score -1.550937e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 123556 members 
Entering Unmasked Estep 
Score: -15509343.000000 Penalty: 5828.537109
	Iteration 38Q: 3 clusters Score -1.550934e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 123566 members 
Entering Unmasked Estep 
Score: -15509342.000000 Penalty: 5828.537109
	Iteration 39Q: 3 clusters Score -1.550934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 123575 members 
Entering Unmasked Estep 
Score: -15509345.000000 Penalty: 5828.537109
	Iteration 40F: 3 clusters Score -1.550934e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 123586 members 
Entering Unmasked Estep 
Score: -15509366.000000 Penalty: 5828.537109
	Iteration 41Q: 3 clusters Score -1.550937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 123593 members 
Entering Unmasked Estep 
Score: -15509344.000000 Penalty: 5828.537109
	Iteration 42Q: 3 clusters Score -1.550934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 123596 members 
Entering Unmasked Estep 
Score: -15509334.000000 Penalty: 5828.537109
	Iteration 43Q: 3 clusters Score -1.550933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 123601 members 
Entering Unmasked Estep 
Score: -15509353.000000 Penalty: 5828.537109
	Iteration 44Q: 3 clusters Score -1.550935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 123606 members 
Entering Unmasked Estep 
Score: -15509356.000000 Penalty: 5828.537109
	Iteration 45Q: 3 clusters Score -1.550936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 123610 members 
Entering Unmasked Estep 
Score: -15509357.000000 Penalty: 5828.537109
	Iteration 46Q: 3 clusters Score -1.550936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 123612 members 
Entering Unmasked Estep 
Score: -15509364.000000 Penalty: 5828.537109
	Iteration 47Q: 3 clusters Score -1.550936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 123615 members 
Entering Unmasked Estep 
Score: -15509370.000000 Penalty: 5828.537109
	Iteration 48Q: 3 clusters Score -1.550937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 123618 members 
Entering Unmasked Estep 
Score: -15509381.000000 Penalty: 5828.537109
	Iteration 49Q: 3 clusters Score -1.550938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 123624 members 
Entering Unmasked Estep 
Score: -15509387.000000 Penalty: 5828.537109
	Iteration 50Q: 3 clusters Score -1.550939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 123623 members 
Entering Unmasked Estep 
Score: -15509390.000000 Penalty: 5828.537109
	Iteration 51Q: 3 clusters Score -1.550939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 123625 members 
Entering Unmasked Estep 
Score: -15509385.000000 Penalty: 5828.537109
	Iteration 52Q: 3 clusters Score -1.550938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 123625 members 
Entering Unmasked Estep 
Score: -15509385.000000 Penalty: 5828.537109
	Iteration 53F: 3 clusters Score -1.550938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Entering Unmasked Estep 
Score: -739240.375000 Penalty: 2170.718506
	Iteration 0F: 2 clusters Score -739240.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -733906.625000 Penalty: 4341.437012
	Iteration 0F: 3 clusters Score -733906.6 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -735416.312500 Penalty: 4341.437012
	Iteration 1F: 3 clusters Score -735416.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -735786.562500 Penalty: 4341.437012
	Iteration 2F: 3 clusters Score -735786.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -736057.437500 Penalty: 4341.437012
	Iteration 3F: 3 clusters Score -736057.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -736295.562500 Penalty: 4341.437012
	Iteration 4F: 3 clusters Score -736295.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -736515.812500 Penalty: 4341.437012
	Iteration 5F: 3 clusters Score -736515.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -736693.500000 Penalty: 4341.437012
	Iteration 6Q: 3 clusters Score -736693.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -736848.000000 Penalty: 4341.437012
	Iteration 7Q: 3 clusters Score -736848 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -737003.937500 Penalty: 4341.437012
	Iteration 8Q: 3 clusters Score -737003.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -737159.062500 Penalty: 4341.437012
	Iteration 9Q: 3 clusters Score -737159.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -737303.437500 Penalty: 4341.437012
	Iteration 10Q: 3 clusters Score -737303.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -737410.125000 Penalty: 4341.437012
	Iteration 11Q: 3 clusters Score -737410.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -737491.000000 Penalty: 4341.437012
	Iteration 12Q: 3 clusters Score -737491 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -737560.125000 Penalty: 4341.437012
	Iteration 13Q: 3 clusters Score -737560.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -737617.937500 Penalty: 4341.437012
	Iteration 14Q: 3 clusters Score -737617.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -737658.937500 Penalty: 4341.437012
	Iteration 15Q: 3 clusters Score -737658.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -737709.937500 Penalty: 4341.437012
	Iteration 16Q: 3 clusters Score -737709.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -737754.687500 Penalty: 4341.437012
	Iteration 17Q: 3 clusters Score -737754.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -737787.875000 Penalty: 4341.437012
	Iteration 18Q: 3 clusters Score -737787.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -737806.312500 Penalty: 4341.437012
	Iteration 19Q: 3 clusters Score -737806.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -737826.437500 Penalty: 4341.437012
	Iteration 20F: 3 clusters Score -737826.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -737848.187500 Penalty: 4341.437012
	Iteration 21Q: 3 clusters Score -737848.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -737863.062500 Penalty: 4341.437012
	Iteration 22Q: 3 clusters Score -737863.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -737875.062500 Penalty: 4341.437012
	Iteration 23Q: 3 clusters Score -737875.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -737886.250000 Penalty: 4341.437012
	Iteration 24Q: 3 clusters Score -737886.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -737896.687500 Penalty: 4341.437012
	Iteration 25Q: 3 clusters Score -737896.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -737906.250000 Penalty: 4341.437012
	Iteration 26Q: 3 clusters Score -737906.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -737916.562500 Penalty: 4341.437012
	Iteration 27Q: 3 clusters Score -737916.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -737926.625000 Penalty: 4341.437012
	Iteration 28Q: 3 clusters Score -737926.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -737934.062500 Penalty: 4341.437012
	Iteration 29Q: 3 clusters Score -737934.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -737938.875000 Penalty: 4341.437012
	Iteration 30Q: 3 clusters Score -737938.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -737945.750000 Penalty: 4341.437012
	Iteration 31Q: 3 clusters Score -737945.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -737952.562500 Penalty: 4341.437012
	Iteration 32Q: 3 clusters Score -737952.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -737960.375000 Penalty: 4341.437012
	Iteration 33Q: 3 clusters Score -737960.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -737963.937500 Penalty: 4341.437012
	Iteration 34Q: 3 clusters Score -737963.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -737968.437500 Penalty: 4341.437012
	Iteration 35Q: 3 clusters Score -737968.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -737971.375000 Penalty: 4341.437012
	Iteration 36Q: 3 clusters Score -737971.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -737975.125000 Penalty: 4341.437012
	Iteration 37Q: 3 clusters Score -737975.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -737978.750000 Penalty: 4341.437012
	Iteration 38Q: 3 clusters Score -737978.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -737977.750000 Penalty: 4341.437012
	Iteration 39Q: 3 clusters Score -737977.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -737981.437500 Penalty: 4341.437012
	Iteration 40F: 3 clusters Score -737981.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -737982.687500 Penalty: 4341.437012
	Iteration 41Q: 3 clusters Score -737982.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -737984.375000 Penalty: 4341.437012
	Iteration 42Q: 3 clusters Score -737984.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -737985.312500 Penalty: 4341.437012
	Iteration 43Q: 3 clusters Score -737985.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -737985.375000 Penalty: 4341.437012
	Iteration 44Q: 3 clusters Score -737985.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -737985.750000 Penalty: 4341.437012
	Iteration 45Q: 3 clusters Score -737985.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -737987.937500 Penalty: 4341.437012
	Iteration 46Q: 3 clusters Score -737987.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -737990.875000 Penalty: 4341.437012
	Iteration 47Q: 3 clusters Score -737990.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -737993.062500 Penalty: 4341.437012
	Iteration 48Q: 3 clusters Score -737993.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -737995.812500 Penalty: 4341.437012
	Iteration 49Q: 3 clusters Score -737995.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -737995.625000 Penalty: 4341.437012
	Iteration 50Q: 3 clusters Score -737995.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -737997.375000 Penalty: 4341.437012
	Iteration 51Q: 3 clusters Score -737997.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -737997.500000 Penalty: 4341.437012
	Iteration 52Q: 3 clusters Score -737997.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -738000.812500 Penalty: 4341.437012
	Iteration 53Q: 3 clusters Score -738000.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -738000.312500 Penalty: 4341.437012
	Iteration 54Q: 3 clusters Score -738000.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -738001.562500 Penalty: 4341.437012
	Iteration 55Q: 3 clusters Score -738001.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -738001.312500 Penalty: 4341.437012
	Iteration 56Q: 3 clusters Score -738001.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -738001.500000 Penalty: 4341.437012
	Iteration 57Q: 3 clusters Score -738001.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -738000.687500 Penalty: 4341.437012
	Iteration 58Q: 3 clusters Score -738000.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -738000.687500 Penalty: 4341.437012
	Iteration 59F: 3 clusters Score -738000.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (169813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169813 members 
Entering Unmasked Estep 
Score: -20959666.000000 Penalty: 2986.528320
	Iteration 0F: 2 clusters Score -2.095967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84871 members 
Mstep: Class 2 contains 84942 members 
Entering Unmasked Estep 
Score: -20848260.000000 Penalty: 5973.056641
	Iteration 0F: 3 clusters Score -2.084826e+07 nChanged 81551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83796 members 
Mstep: Class 2 contains 86017 members 
Entering Unmasked Estep 
Score: -20896466.000000 Penalty: 5973.056641
	Iteration 1F: 3 clusters Score -2.089647e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82538 members 
Mstep: Class 2 contains 87275 members 
Entering Unmasked Estep 
Score: -20898030.000000 Penalty: 5973.056641
	Iteration 2Q: 3 clusters Score -2.089803e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80543 members 
Mstep: Class 2 contains 89270 members 
Entering Unmasked Estep 
Score: -20900146.000000 Penalty: 5973.056641
	Iteration 3Q: 3 clusters Score -2.090015e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77346 members 
Mstep: Class 2 contains 92467 members 
Entering Unmasked Estep 
Score: -20903280.000000 Penalty: 5973.056641
	Iteration 4Q: 3 clusters Score -2.090328e+07 nChanged 9249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72657 members 
Mstep: Class 2 contains 97156 members 
Entering Unmasked Estep 
Score: -20907886.000000 Penalty: 5973.056641
	Iteration 5F: 3 clusters Score -2.090789e+07 nChanged 10628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66569 members 
Mstep: Class 2 contains 103244 members 
Entering Unmasked Estep 
Score: -20914254.000000 Penalty: 5973.056641
	Iteration 6F: 3 clusters Score -2.091425e+07 nChanged 11412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 110280 members 
Entering Unmasked Estep 
Score: -20921824.000000 Penalty: 5973.056641
	Iteration 7F: 3 clusters Score -2.092182e+07 nChanged 11102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 117364 members 
Entering Unmasked Estep 
Score: -20929932.000000 Penalty: 5973.056641
	Iteration 8F: 3 clusters Score -2.092993e+07 nChanged 9705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 123477 members 
Entering Unmasked Estep 
Score: -20938046.000000 Penalty: 5973.056641
	Iteration 9F: 3 clusters Score -2.093805e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 127896 members 
Entering Unmasked Estep 
Score: -20944288.000000 Penalty: 5973.056641
	Iteration 10Q: 3 clusters Score -2.094429e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 130846 members 
Entering Unmasked Estep 
Score: -20948174.000000 Penalty: 5973.056641
	Iteration 11Q: 3 clusters Score -2.094817e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 133042 members 
Entering Unmasked Estep 
Score: -20950128.000000 Penalty: 5973.056641
	Iteration 12Q: 3 clusters Score -2.095013e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 135018 members 
Entering Unmasked Estep 
Score: -20951474.000000 Penalty: 5973.056641
	Iteration 13Q: 3 clusters Score -2.095147e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 136753 members 
Entering Unmasked Estep 
Score: -20952504.000000 Penalty: 5973.056641
	Iteration 14Q: 3 clusters Score -2.09525e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 138392 members 
Entering Unmasked Estep 
Score: -20953428.000000 Penalty: 5973.056641
	Iteration 15Q: 3 clusters Score -2.095343e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 139857 members 
Entering Unmasked Estep 
Score: -20954202.000000 Penalty: 5973.056641
	Iteration 16Q: 3 clusters Score -2.09542e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 141287 members 
Entering Unmasked Estep 
Score: -20954842.000000 Penalty: 5973.056641
	Iteration 17Q: 3 clusters Score -2.095484e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 142590 members 
Entering Unmasked Estep 
Score: -20955522.000000 Penalty: 5973.056641
	Iteration 18Q: 3 clusters Score -2.095552e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 143912 members 
Entering Unmasked Estep 
Score: -20956052.000000 Penalty: 5973.056641
	Iteration 19Q: 3 clusters Score -2.095605e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 145102 members 
Entering Unmasked Estep 
Score: -20956544.000000 Penalty: 5973.056641
	Iteration 20F: 3 clusters Score -2.095654e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 146201 members 
Entering Unmasked Estep 
Score: -20956994.000000 Penalty: 5973.056641
	Iteration 21Q: 3 clusters Score -2.095699e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 147245 members 
Entering Unmasked Estep 
Score: -20957330.000000 Penalty: 5973.056641
	Iteration 22Q: 3 clusters Score -2.095733e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 148145 members 
Entering Unmasked Estep 
Score: -20957696.000000 Penalty: 5973.056641
	Iteration 23Q: 3 clusters Score -2.09577e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 148993 members 
Entering Unmasked Estep 
Score: -20957892.000000 Penalty: 5973.056641
	Iteration 24Q: 3 clusters Score -2.095789e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 149739 members 
Entering Unmasked Estep 
Score: -20958094.000000 Penalty: 5973.056641
	Iteration 25Q: 3 clusters Score -2.095809e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 150441 members 
Entering Unmasked Estep 
Score: -20958330.000000 Penalty: 5973.056641
	Iteration 26Q: 3 clusters Score -2.095833e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 151097 members 
Entering Unmasked Estep 
Score: -20958506.000000 Penalty: 5973.056641
	Iteration 27Q: 3 clusters Score -2.095851e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 151706 members 
Entering Unmasked Estep 
Score: -20958594.000000 Penalty: 5973.056641
	Iteration 28Q: 3 clusters Score -2.095859e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 152271 members 
Entering Unmasked Estep 
Score: -20958668.000000 Penalty: 5973.056641
	Iteration 29Q: 3 clusters Score -2.095867e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 152855 members 
Entering Unmasked Estep 
Score: -20958758.000000 Penalty: 5973.056641
	Iteration 30Q: 3 clusters Score -2.095876e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 153402 members 
Entering Unmasked Estep 
Score: -20958826.000000 Penalty: 5973.056641
	Iteration 31Q: 3 clusters Score -2.095883e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 153901 members 
Entering Unmasked Estep 
Score: -20959002.000000 Penalty: 5973.056641
	Iteration 32Q: 3 clusters Score -2.0959e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 154381 members 
Entering Unmasked Estep 
Score: -20959098.000000 Penalty: 5973.056641
	Iteration 33Q: 3 clusters Score -2.09591e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 154807 members 
Entering Unmasked Estep 
Score: -20959176.000000 Penalty: 5973.056641
	Iteration 34Q: 3 clusters Score -2.095918e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 155183 members 
Entering Unmasked Estep 
Score: -20959226.000000 Penalty: 5973.056641
	Iteration 35Q: 3 clusters Score -2.095923e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 155525 members 
Entering Unmasked Estep 
Score: -20959288.000000 Penalty: 5973.056641
	Iteration 36Q: 3 clusters Score -2.095929e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 155852 members 
Entering Unmasked Estep 
Score: -20959324.000000 Penalty: 5973.056641
	Iteration 37Q: 3 clusters Score -2.095932e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 156157 members 
Entering Unmasked Estep 
Score: -20959332.000000 Penalty: 5973.056641
	Iteration 38Q: 3 clusters Score -2.095933e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 156460 members 
Entering Unmasked Estep 
Score: -20959378.000000 Penalty: 5973.056641
	Iteration 39Q: 3 clusters Score -2.095938e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 156749 members 
Entering Unmasked Estep 
Score: -20959462.000000 Penalty: 5973.056641
	Iteration 40F: 3 clusters Score -2.095946e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 157027 members 
Entering Unmasked Estep 
Score: -20959504.000000 Penalty: 5973.056641
	Iteration 41Q: 3 clusters Score -2.09595e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 157267 members 
Entering Unmasked Estep 
Score: -20959506.000000 Penalty: 5973.056641
	Iteration 42Q: 3 clusters Score -2.095951e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 157480 members 
Entering Unmasked Estep 
Score: -20959480.000000 Penalty: 5973.056641
	Iteration 43Q: 3 clusters Score -2.095948e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 157676 members 
Entering Unmasked Estep 
Score: -20959494.000000 Penalty: 5973.056641
	Iteration 44Q: 3 clusters Score -2.095949e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 157880 members 
Entering Unmasked Estep 
Score: -20959506.000000 Penalty: 5973.056641
	Iteration 45Q: 3 clusters Score -2.095951e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 158059 members 
Entering Unmasked Estep 
Score: -20959498.000000 Penalty: 5973.056641
	Iteration 46Q: 3 clusters Score -2.09595e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 158228 members 
Entering Unmasked Estep 
Score: -20959480.000000 Penalty: 5973.056641
	Iteration 47Q: 3 clusters Score -2.095948e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 158375 members 
Entering Unmasked Estep 
Score: -20959480.000000 Penalty: 5973.056641
	Iteration 48Q: 3 clusters Score -2.095948e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 158499 members 
Entering Unmasked Estep 
Score: -20959480.000000 Penalty: 5973.056641
	Iteration 49Q: 3 clusters Score -2.095948e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 158609 members 
Entering Unmasked Estep 
Score: -20959482.000000 Penalty: 5973.056641
	Iteration 50Q: 3 clusters Score -2.095948e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 158728 members 
Entering Unmasked Estep 
Score: -20959474.000000 Penalty: 5973.056641
	Iteration 51Q: 3 clusters Score -2.095947e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 158833 members 
Entering Unmasked Estep 
Score: -20959460.000000 Penalty: 5973.056641
	Iteration 52Q: 3 clusters Score -2.095946e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 158932 members 
Entering Unmasked Estep 
Score: -20959432.000000 Penalty: 5973.056641
	Iteration 53Q: 3 clusters Score -2.095943e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 159023 members 
Entering Unmasked Estep 
Score: -20959404.000000 Penalty: 5973.056641
	Iteration 54Q: 3 clusters Score -2.09594e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 159116 members 
Entering Unmasked Estep 
Score: -20959448.000000 Penalty: 5973.056641
	Iteration 55Q: 3 clusters Score -2.095945e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 159194 members 
Entering Unmasked Estep 
Score: -20959454.000000 Penalty: 5973.056641
	Iteration 56Q: 3 clusters Score -2.095945e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 159257 members 
Entering Unmasked Estep 
Score: -20959442.000000 Penalty: 5973.056641
	Iteration 57Q: 3 clusters Score -2.095944e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 159322 members 
Entering Unmasked Estep 
Score: -20959424.000000 Penalty: 5973.056641
	Iteration 58Q: 3 clusters Score -2.095942e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 159389 members 
Entering Unmasked Estep 
Score: -20959434.000000 Penalty: 5973.056641
	Iteration 59Q: 3 clusters Score -2.095943e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 159459 members 
Entering Unmasked Estep 
Score: -20959464.000000 Penalty: 5973.056641
	Iteration 60F: 3 clusters Score -2.095946e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 159527 members 
Entering Unmasked Estep 
Score: -20959496.000000 Penalty: 5973.056641
	Iteration 61Q: 3 clusters Score -2.09595e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 159598 members 
Entering Unmasked Estep 
Score: -20959492.000000 Penalty: 5973.056641
	Iteration 62Q: 3 clusters Score -2.095949e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 159653 members 
Entering Unmasked Estep 
Score: -20959510.000000 Penalty: 5973.056641
	Iteration 63Q: 3 clusters Score -2.095951e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 159703 members 
Entering Unmasked Estep 
Score: -20959500.000000 Penalty: 5973.056641
	Iteration 64Q: 3 clusters Score -2.09595e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 159753 members 
Entering Unmasked Estep 
Score: -20959496.000000 Penalty: 5973.056641
	Iteration 65Q: 3 clusters Score -2.09595e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 159796 members 
Entering Unmasked Estep 
Score: -20959498.000000 Penalty: 5973.056641
	Iteration 66Q: 3 clusters Score -2.09595e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 159831 members 
Entering Unmasked Estep 
Score: -20959524.000000 Penalty: 5973.056641
	Iteration 67Q: 3 clusters Score -2.095952e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 159868 members 
Entering Unmasked Estep 
Score: -20959514.000000 Penalty: 5973.056641
	Iteration 68Q: 3 clusters Score -2.095951e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 159912 members 
Entering Unmasked Estep 
Score: -20959526.000000 Penalty: 5973.056641
	Iteration 69Q: 3 clusters Score -2.095953e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 159956 members 
Entering Unmasked Estep 
Score: -20959526.000000 Penalty: 5973.056641
	Iteration 70Q: 3 clusters Score -2.095953e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 160002 members 
Entering Unmasked Estep 
Score: -20959546.000000 Penalty: 5973.056641
	Iteration 71Q: 3 clusters Score -2.095955e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 160041 members 
Entering Unmasked Estep 
Score: -20959554.000000 Penalty: 5973.056641
	Iteration 72Q: 3 clusters Score -2.095955e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 160076 members 
Entering Unmasked Estep 
Score: -20959564.000000 Penalty: 5973.056641
	Iteration 73Q: 3 clusters Score -2.095956e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 160099 members 
Entering Unmasked Estep 
Score: -20959532.000000 Penalty: 5973.056641
	Iteration 74Q: 3 clusters Score -2.095953e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 160129 members 
Entering Unmasked Estep 
Score: -20959546.000000 Penalty: 5973.056641
	Iteration 75Q: 3 clusters Score -2.095955e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 160151 members 
Entering Unmasked Estep 
Score: -20959542.000000 Penalty: 5973.056641
	Iteration 76Q: 3 clusters Score -2.095954e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 160177 members 
Entering Unmasked Estep 
Score: -20959532.000000 Penalty: 5973.056641
	Iteration 77Q: 3 clusters Score -2.095953e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 160203 members 
Entering Unmasked Estep 
Score: -20959526.000000 Penalty: 5973.056641
	Iteration 78Q: 3 clusters Score -2.095953e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 160223 members 
Entering Unmasked Estep 
Score: -20959532.000000 Penalty: 5973.056641
	Iteration 79Q: 3 clusters Score -2.095953e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 160240 members 
Entering Unmasked Estep 
Score: -20959516.000000 Penalty: 5973.056641
	Iteration 80F: 3 clusters Score -2.095952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 160254 members 
Entering Unmasked Estep 
Score: -20959506.000000 Penalty: 5973.056641
	Iteration 81Q: 3 clusters Score -2.095951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 160260 members 
Entering Unmasked Estep 
Score: -20959496.000000 Penalty: 5973.056641
	Iteration 82Q: 3 clusters Score -2.09595e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 160270 members 
Entering Unmasked Estep 
Score: -20959496.000000 Penalty: 5973.056641
	Iteration 83Q: 3 clusters Score -2.09595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 160281 members 
Entering Unmasked Estep 
Score: -20959502.000000 Penalty: 5973.056641
	Iteration 84Q: 3 clusters Score -2.09595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 160290 members 
Entering Unmasked Estep 
Score: -20959504.000000 Penalty: 5973.056641
	Iteration 85Q: 3 clusters Score -2.09595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 160303 members 
Entering Unmasked Estep 
Score: -20959500.000000 Penalty: 5973.056641
	Iteration 86Q: 3 clusters Score -2.09595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 160310 members 
Entering Unmasked Estep 
Score: -20959498.000000 Penalty: 5973.056641
	Iteration 87Q: 3 clusters Score -2.09595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 160318 members 
Entering Unmasked Estep 
Score: -20959502.000000 Penalty: 5973.056641
	Iteration 88Q: 3 clusters Score -2.09595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 160326 members 
Entering Unmasked Estep 
Score: -20959502.000000 Penalty: 5973.056641
	Iteration 89Q: 3 clusters Score -2.09595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 160330 members 
Entering Unmasked Estep 
Score: -20959488.000000 Penalty: 5973.056641
	Iteration 90Q: 3 clusters Score -2.095949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 160334 members 
Entering Unmasked Estep 
Score: -20959496.000000 Penalty: 5973.056641
	Iteration 91Q: 3 clusters Score -2.09595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 160340 members 
Entering Unmasked Estep 
Score: -20959504.000000 Penalty: 5973.056641
	Iteration 92Q: 3 clusters Score -2.09595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 160343 members 
Entering Unmasked Estep 
Score: -20959518.000000 Penalty: 5973.056641
	Iteration 93Q: 3 clusters Score -2.095952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 160346 members 
Entering Unmasked Estep 
Score: -20959514.000000 Penalty: 5973.056641
	Iteration 94Q: 3 clusters Score -2.095951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 160348 members 
Entering Unmasked Estep 
Score: -20959516.000000 Penalty: 5973.056641
	Iteration 95Q: 3 clusters Score -2.095952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 160350 members 
Entering Unmasked Estep 
Score: -20959514.000000 Penalty: 5973.056641
	Iteration 96Q: 3 clusters Score -2.095951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 160352 members 
Entering Unmasked Estep 
Score: -20959534.000000 Penalty: 5973.056641
	Iteration 97Q: 3 clusters Score -2.095953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 160356 members 
Entering Unmasked Estep 
Score: -20959544.000000 Penalty: 5973.056641
	Iteration 98Q: 3 clusters Score -2.095954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 160361 members 
Entering Unmasked Estep 
Score: -20959538.000000 Penalty: 5973.056641
	Iteration 99Q: 3 clusters Score -2.095954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 160367 members 
Entering Unmasked Estep 
Score: -20959522.000000 Penalty: 5973.056641
	Iteration 100F: 3 clusters Score -2.095952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 160370 members 
Entering Unmasked Estep 
Score: -20959536.000000 Penalty: 5973.056641
	Iteration 101Q: 3 clusters Score -2.095954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 160375 members 
Entering Unmasked Estep 
Score: -20959536.000000 Penalty: 5973.056641
	Iteration 102Q: 3 clusters Score -2.095954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 160379 members 
Entering Unmasked Estep 
Score: -20959516.000000 Penalty: 5973.056641
	Iteration 103Q: 3 clusters Score -2.095952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 160386 members 
Entering Unmasked Estep 
Score: -20959528.000000 Penalty: 5973.056641
	Iteration 104Q: 3 clusters Score -2.095953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 160392 members 
Entering Unmasked Estep 
Score: -20959522.000000 Penalty: 5973.056641
	Iteration 105Q: 3 clusters Score -2.095952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 160395 members 
Entering Unmasked Estep 
Score: -20959522.000000 Penalty: 5973.056641
	Iteration 106Q: 3 clusters Score -2.095952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 160399 members 
Entering Unmasked Estep 
Score: -20959502.000000 Penalty: 5973.056641
	Iteration 107Q: 3 clusters Score -2.09595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 160403 members 
Entering Unmasked Estep 
Score: -20959524.000000 Penalty: 5973.056641
	Iteration 108Q: 3 clusters Score -2.095952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 160407 members 
Entering Unmasked Estep 
Score: -20959522.000000 Penalty: 5973.056641
	Iteration 109Q: 3 clusters Score -2.095952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 160410 members 
Entering Unmasked Estep 
Score: -20959524.000000 Penalty: 5973.056641
	Iteration 110Q: 3 clusters Score -2.095952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 160415 members 
Entering Unmasked Estep 
Score: -20959510.000000 Penalty: 5973.056641
	Iteration 111Q: 3 clusters Score -2.095951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 160417 members 
Entering Unmasked Estep 
Score: -20959530.000000 Penalty: 5973.056641
	Iteration 112Q: 3 clusters Score -2.095953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 160420 members 
Entering Unmasked Estep 
Score: -20959522.000000 Penalty: 5973.056641
	Iteration 113Q: 3 clusters Score -2.095952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 160420 members 
Entering Unmasked Estep 
Score: -20959522.000000 Penalty: 5973.056641
	Iteration 114F: 3 clusters Score -2.095952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Entering Unmasked Estep 
Score: -4805299.500000 Penalty: 2640.572754
	Iteration 0F: 2 clusters Score -4805300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -4776948.500000 Penalty: 5281.145508
	Iteration 0F: 3 clusters Score -4776948 nChanged 19111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -4788009.000000 Penalty: 5281.145508
	Iteration 1F: 3 clusters Score -4788009 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -4788804.500000 Penalty: 5281.145508
	Iteration 2Q: 3 clusters Score -4788804 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -4789649.500000 Penalty: 5281.145508
	Iteration 3Q: 3 clusters Score -4789650 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -4790559.500000 Penalty: 5281.145508
	Iteration 4Q: 3 clusters Score -4790560 nChanged 2047
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -4791472 nChanged 2063
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -4792434 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -4793390.500000 Penalty: 5281.145508
	Iteration 7Q: 3 clusters Score -4793390 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -4794507 nChanged 2042
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Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4795692 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4796910 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4798060 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -4798919.500000 Penalty: 5281.145508
	Iteration 12Q: 3 clusters Score -4798920 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -4799443.000000 Penalty: 5281.145508
	Iteration 13Q: 3 clusters Score -4799443 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4799731 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4799956 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -4800068.500000 Penalty: 5281.145508
	Iteration 16Q: 3 clusters Score -4800068 nChanged 409
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Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4800171 nChanged 361
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -4800233.500000 Penalty: 5281.145508
	Iteration 18Q: 3 clusters Score -4800234 nChanged 348
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4800320 nChanged 312
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -4800377.000000 Penalty: 5281.145508
	Iteration 20F: 3 clusters Score -4800377 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4800428 nChanged 307
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4800485 nChanged 303
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Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -4800578.500000 Penalty: 5281.145508
	Iteration 23Q: 3 clusters Score -4800578 nChanged 292
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -4800622.500000 Penalty: 5281.145508
	Iteration 24Q: 3 clusters Score -4800622 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -4800669.500000 Penalty: 5281.145508
	Iteration 25Q: 3 clusters Score -4800670 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4800710 nChanged 221
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Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4800744 nChanged 209
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Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4800778 nChanged 223
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Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -4800793.000000 Penalty: 5281.145508
	Iteration 29Q: 3 clusters Score -4800793 nChanged 240
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -4800832.500000 Penalty: 5281.145508
	Iteration 30Q: 3 clusters Score -4800832 nChanged 242
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4800885 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -4800935.000000 Penalty: 5281.145508
	Iteration 32Q: 3 clusters Score -4800935 nChanged 232
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -4800966.000000 Penalty: 5281.145508
	Iteration 33Q: 3 clusters Score -4800966 nChanged 218
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Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4800998 nChanged 193
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Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4801019 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4801066 nChanged 220
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Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -4801104.500000 Penalty: 5281.145508
	Iteration 37Q: 3 clusters Score -4801104 nChanged 221
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -4801135.500000 Penalty: 5281.145508
	Iteration 38Q: 3 clusters Score -4801136 nChanged 237
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -4801183.500000 Penalty: 5281.145508
	Iteration 39Q: 3 clusters Score -4801184 nChanged 236
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -4801234.500000 Penalty: 5281.145508
	Iteration 40F: 3 clusters Score -4801234 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -4801274.500000 Penalty: 5281.145508
	Iteration 41Q: 3 clusters Score -4801274 nChanged 212
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -4801307.500000 Penalty: 5281.145508
	Iteration 42Q: 3 clusters Score -4801308 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -4801355.500000 Penalty: 5281.145508
	Iteration 43Q: 3 clusters Score -4801356 nChanged 247
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -4801411.000000 Penalty: 5281.145508
	Iteration 44Q: 3 clusters Score -4801411 nChanged 247
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Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -4801473.500000 Penalty: 5281.145508
	Iteration 45Q: 3 clusters Score -4801474 nChanged 249
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -4801511.500000 Penalty: 5281.145508
	Iteration 46Q: 3 clusters Score -4801512 nChanged 281
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4801610 nChanged 291
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -4801693.500000 Penalty: 5281.145508
	Iteration 48Q: 3 clusters Score -4801694 nChanged 304
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -4801782.500000 Penalty: 5281.145508
	Iteration 49Q: 3 clusters Score -4801782 nChanged 329
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -4801861.000000 Penalty: 5281.145508
	Iteration 50Q: 3 clusters Score -4801861 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -4801970.000000 Penalty: 5281.145508
	Iteration 51Q: 3 clusters Score -4801970 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -4802082.000000 Penalty: 5281.145508
	Iteration 52Q: 3 clusters Score -4802082 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -4802175.000000 Penalty: 5281.145508
	Iteration 53Q: 3 clusters Score -4802175 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -4802251.000000 Penalty: 5281.145508
	Iteration 54Q: 3 clusters Score -4802251 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -4802348.500000 Penalty: 5281.145508
	Iteration 55Q: 3 clusters Score -4802348 nChanged 308
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -4802458.000000 Penalty: 5281.145508
	Iteration 56Q: 3 clusters Score -4802458 nChanged 302
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Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -4802535.000000 Penalty: 5281.145508
	Iteration 57Q: 3 clusters Score -4802535 nChanged 292
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -4802628.500000 Penalty: 5281.145508
	Iteration 58Q: 3 clusters Score -4802628 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -4802711.500000 Penalty: 5281.145508
	Iteration 59Q: 3 clusters Score -4802712 nChanged 293
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Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -4802791.000000 Penalty: 5281.145508
	Iteration 60F: 3 clusters Score -4802791 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -4802899.500000 Penalty: 5281.145508
	Iteration 61Q: 3 clusters Score -4802900 nChanged 279
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Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -4802966.500000 Penalty: 5281.145508
	Iteration 62Q: 3 clusters Score -4802966 nChanged 266
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Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -4803050.000000 Penalty: 5281.145508
	Iteration 63Q: 3 clusters Score -4803050 nChanged 239
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Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -4803119.500000 Penalty: 5281.145508
	Iteration 64Q: 3 clusters Score -4803120 nChanged 240
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Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -4803191.500000 Penalty: 5281.145508
	Iteration 65Q: 3 clusters Score -4803192 nChanged 242
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Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -4803270.500000 Penalty: 5281.145508
	Iteration 66Q: 3 clusters Score -4803270 nChanged 235
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Mstep: Class 1 contains 37164 members 
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Entering Unmasked Estep 
Score: -4803341.500000 Penalty: 5281.145508
	Iteration 67Q: 3 clusters Score -4803342 nChanged 217
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -4803387.000000 Penalty: 5281.145508
	Iteration 68Q: 3 clusters Score -4803387 nChanged 244
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Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -4803476.000000 Penalty: 5281.145508
	Iteration 69Q: 3 clusters Score -4803476 nChanged 223
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -4803529.000000 Penalty: 5281.145508
	Iteration 70Q: 3 clusters Score -4803529 nChanged 213
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Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -4803601.000000 Penalty: 5281.145508
	Iteration 71Q: 3 clusters Score -4803601 nChanged 228
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Mstep: Class 1 contains 38285 members 
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Entering Unmasked Estep 
Score: -4803655.500000 Penalty: 5281.145508
	Iteration 72Q: 3 clusters Score -4803656 nChanged 194
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Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -4803732.000000 Penalty: 5281.145508
	Iteration 73Q: 3 clusters Score -4803732 nChanged 182
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Mstep: Class 1 contains 38657 members 
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Entering Unmasked Estep 
Score: -4803793.000000 Penalty: 5281.145508
	Iteration 74Q: 3 clusters Score -4803793 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -4803847.000000 Penalty: 5281.145508
	Iteration 75Q: 3 clusters Score -4803847 nChanged 132
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Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -4803880.500000 Penalty: 5281.145508
	Iteration 76Q: 3 clusters Score -4803880 nChanged 125
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Mstep: Class 1 contains 39079 members 
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Entering Unmasked Estep 
Score: -4803893.500000 Penalty: 5281.145508
	Iteration 77Q: 3 clusters Score -4803894 nChanged 112
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Mstep: Class 1 contains 39189 members 
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Entering Unmasked Estep 
Score: -4803937.000000 Penalty: 5281.145508
	Iteration 78Q: 3 clusters Score -4803937 nChanged 97
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Mstep: Class 1 contains 39282 members 
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Entering Unmasked Estep 
Score: -4803966.500000 Penalty: 5281.145508
	Iteration 79Q: 3 clusters Score -4803966 nChanged 99
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Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -4803976.500000 Penalty: 5281.145508
	Iteration 80F: 3 clusters Score -4803976 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -4804010.500000 Penalty: 5281.145508
	Iteration 81Q: 3 clusters Score -4804010 nChanged 81
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Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -4804030.000000 Penalty: 5281.145508
	Iteration 82Q: 3 clusters Score -4804030 nChanged 67
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Mstep: Class 1 contains 39605 members 
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Entering Unmasked Estep 
Score: -4804029.500000 Penalty: 5281.145508
	Iteration 83Q: 3 clusters Score -4804030 nChanged 67
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Mstep: Class 1 contains 39666 members 
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Entering Unmasked Estep 
Score: -4804040.500000 Penalty: 5281.145508
	Iteration 84Q: 3 clusters Score -4804040 nChanged 56
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Mstep: Class 1 contains 39720 members 
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Entering Unmasked Estep 
Score: -4804065.500000 Penalty: 5281.145508
	Iteration 85Q: 3 clusters Score -4804066 nChanged 60
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Mstep: Class 1 contains 39780 members 
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Entering Unmasked Estep 
Score: -4804079.000000 Penalty: 5281.145508
	Iteration 86Q: 3 clusters Score -4804079 nChanged 54
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Mstep: Class 1 contains 39832 members 
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Entering Unmasked Estep 
Score: -4804089.500000 Penalty: 5281.145508
	Iteration 87Q: 3 clusters Score -4804090 nChanged 52
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Mstep: Class 1 contains 39880 members 
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Entering Unmasked Estep 
Score: -4804100.000000 Penalty: 5281.145508
	Iteration 88Q: 3 clusters Score -4804100 nChanged 48
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Mstep: Class 1 contains 39922 members 
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Entering Unmasked Estep 
Score: -4804136.000000 Penalty: 5281.145508
	Iteration 89Q: 3 clusters Score -4804136 nChanged 56
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Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4804149.500000 Penalty: 5281.145508
	Iteration 90Q: 3 clusters Score -4804150 nChanged 58
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Mstep: Class 1 contains 40024 members 
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Entering Unmasked Estep 
Score: -4804177.000000 Penalty: 5281.145508
	Iteration 91Q: 3 clusters Score -4804177 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -4804189.000000 Penalty: 5281.145508
	Iteration 92Q: 3 clusters Score -4804189 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4804193.000000 Penalty: 5281.145508
	Iteration 93Q: 3 clusters Score -4804193 nChanged 33
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Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4804201.000000 Penalty: 5281.145508
	Iteration 94Q: 3 clusters Score -4804201 nChanged 25
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Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4804206.000000 Penalty: 5281.145508
	Iteration 95Q: 3 clusters Score -4804206 nChanged 29
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Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4804213.500000 Penalty: 5281.145508
	Iteration 96Q: 3 clusters Score -4804214 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4804213.000000 Penalty: 5281.145508
	Iteration 97Q: 3 clusters Score -4804213 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4804214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4804222.500000 Penalty: 5281.145508
	Iteration 99Q: 3 clusters Score -4804222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4804231.500000 Penalty: 5281.145508
	Iteration 100F: 3 clusters Score -4804232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4804236.000000 Penalty: 5281.145508
	Iteration 101Q: 3 clusters Score -4804236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4804230.500000 Penalty: 5281.145508
	Iteration 102Q: 3 clusters Score -4804230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4804239.000000 Penalty: 5281.145508
	Iteration 103Q: 3 clusters Score -4804239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4804239.500000 Penalty: 5281.145508
	Iteration 104Q: 3 clusters Score -4804240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4804243.000000 Penalty: 5281.145508
	Iteration 105Q: 3 clusters Score -4804243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4804241.000000 Penalty: 5281.145508
	Iteration 106Q: 3 clusters Score -4804241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4804238.500000 Penalty: 5281.145508
	Iteration 107Q: 3 clusters Score -4804238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4804241.500000 Penalty: 5281.145508
	Iteration 108Q: 3 clusters Score -4804242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4804241.000000 Penalty: 5281.145508
	Iteration 109Q: 3 clusters Score -4804241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4804236.500000 Penalty: 5281.145508
	Iteration 110Q: 3 clusters Score -4804236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4804243.000000 Penalty: 5281.145508
	Iteration 111Q: 3 clusters Score -4804243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4804243.500000 Penalty: 5281.145508
	Iteration 112Q: 3 clusters Score -4804244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4804250.500000 Penalty: 5281.145508
	Iteration 113Q: 3 clusters Score -4804250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4804260.500000 Penalty: 5281.145508
	Iteration 114Q: 3 clusters Score -4804260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4804263.500000 Penalty: 5281.145508
	Iteration 115Q: 3 clusters Score -4804264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4804253.000000 Penalty: 5281.145508
	Iteration 116Q: 3 clusters Score -4804253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4804260.000000 Penalty: 5281.145508
	Iteration 117Q: 3 clusters Score -4804260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4804259.000000 Penalty: 5281.145508
	Iteration 118Q: 3 clusters Score -4804259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4804263.500000 Penalty: 5281.145508
	Iteration 119Q: 3 clusters Score -4804264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4804265.500000 Penalty: 5281.145508
	Iteration 120F: 3 clusters Score -4804266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4804266.000000 Penalty: 5281.145508
	Iteration 121Q: 3 clusters Score -4804266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4804276.500000 Penalty: 5281.145508
	Iteration 122Q: 3 clusters Score -4804276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4804273.500000 Penalty: 5281.145508
	Iteration 123Q: 3 clusters Score -4804274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4804271.000000 Penalty: 5281.145508
	Iteration 124Q: 3 clusters Score -4804271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4804271.500000 Penalty: 5281.145508
	Iteration 125Q: 3 clusters Score -4804272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4804272.000000 Penalty: 5281.145508
	Iteration 126Q: 3 clusters Score -4804272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4804275.500000 Penalty: 5281.145508
	Iteration 127Q: 3 clusters Score -4804276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4804276.500000 Penalty: 5281.145508
	Iteration 128Q: 3 clusters Score -4804276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4804274.000000 Penalty: 5281.145508
	Iteration 129Q: 3 clusters Score -4804274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4804272.500000 Penalty: 5281.145508
	Iteration 130Q: 3 clusters Score -4804272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4804274.000000 Penalty: 5281.145508
	Iteration 131Q: 3 clusters Score -4804274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4804275.000000 Penalty: 5281.145508
	Iteration 132Q: 3 clusters Score -4804275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4804277.500000 Penalty: 5281.145508
	Iteration 133Q: 3 clusters Score -4804278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4804277.500000 Penalty: 5281.145508
	Iteration 134F: 3 clusters Score -4804278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Entering Unmasked Estep 
Score: -1685051.375000 Penalty: 2361.766357
	Iteration 0F: 2 clusters Score -1685051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1675073.375000 Penalty: 4723.532715
	Iteration 0F: 3 clusters Score -1675073 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1678125.875000 Penalty: 4723.532715
	Iteration 1F: 3 clusters Score -1678126 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1678525.875000 Penalty: 4723.532715
	Iteration 2F: 3 clusters Score -1678526 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1678872.250000 Penalty: 4723.532715
	Iteration 3F: 3 clusters Score -1678872 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1679206.250000 Penalty: 4723.532715
	Iteration 4Q: 3 clusters Score -1679206 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1679544.625000 Penalty: 4723.532715
	Iteration 5Q: 3 clusters Score -1679545 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1679909.375000 Penalty: 4723.532715
	Iteration 6Q: 3 clusters Score -1679909 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1680287.875000 Penalty: 4723.532715
	Iteration 7Q: 3 clusters Score -1680288 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1680628.625000 Penalty: 4723.532715
	Iteration 8Q: 3 clusters Score -1680629 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1680994.000000 Penalty: 4723.532715
	Iteration 9Q: 3 clusters Score -1680994 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1681340.375000 Penalty: 4723.532715
	Iteration 10Q: 3 clusters Score -1681340 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1681637.000000 Penalty: 4723.532715
	Iteration 11Q: 3 clusters Score -1681637 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1681866.875000 Penalty: 4723.532715
	Iteration 12Q: 3 clusters Score -1681867 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1682038.750000 Penalty: 4723.532715
	Iteration 13Q: 3 clusters Score -1682039 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1682168.375000 Penalty: 4723.532715
	Iteration 14Q: 3 clusters Score -1682168 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1682257.125000 Penalty: 4723.532715
	Iteration 15Q: 3 clusters Score -1682257 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1682307.875000 Penalty: 4723.532715
	Iteration 16Q: 3 clusters Score -1682308 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1682336.875000 Penalty: 4723.532715
	Iteration 17Q: 3 clusters Score -1682337 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1682371.375000 Penalty: 4723.532715
	Iteration 18Q: 3 clusters Score -1682371 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1682392.625000 Penalty: 4723.532715
	Iteration 19Q: 3 clusters Score -1682393 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1682404.250000 Penalty: 4723.532715
	Iteration 20F: 3 clusters Score -1682404 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1682417.000000 Penalty: 4723.532715
	Iteration 21Q: 3 clusters Score -1682417 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1682428.625000 Penalty: 4723.532715
	Iteration 22Q: 3 clusters Score -1682429 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1682438.875000 Penalty: 4723.532715
	Iteration 23Q: 3 clusters Score -1682439 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1682446.750000 Penalty: 4723.532715
	Iteration 24Q: 3 clusters Score -1682447 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1682454.125000 Penalty: 4723.532715
	Iteration 25Q: 3 clusters Score -1682454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1682460.875000 Penalty: 4723.532715
	Iteration 26Q: 3 clusters Score -1682461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1682460.250000 Penalty: 4723.532715
	Iteration 27Q: 3 clusters Score -1682460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1682467.375000 Penalty: 4723.532715
	Iteration 28Q: 3 clusters Score -1682467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1682469.250000 Penalty: 4723.532715
	Iteration 29Q: 3 clusters Score -1682469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1682475.125000 Penalty: 4723.532715
	Iteration 30Q: 3 clusters Score -1682475 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1682490.875000 Penalty: 4723.532715
	Iteration 31Q: 3 clusters Score -1682491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1682487.625000 Penalty: 4723.532715
	Iteration 32Q: 3 clusters Score -1682488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1682489.000000 Penalty: 4723.532715
	Iteration 33Q: 3 clusters Score -1682489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1682488.875000 Penalty: 4723.532715
	Iteration 34Q: 3 clusters Score -1682489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1682488.500000 Penalty: 4723.532715
	Iteration 35Q: 3 clusters Score -1682488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1682488.625000 Penalty: 4723.532715
	Iteration 36Q: 3 clusters Score -1682489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1682489.875000 Penalty: 4723.532715
	Iteration 37Q: 3 clusters Score -1682490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1682492.750000 Penalty: 4723.532715
	Iteration 38Q: 3 clusters Score -1682493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1682494.125000 Penalty: 4723.532715
	Iteration 39Q: 3 clusters Score -1682494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1682495.250000 Penalty: 4723.532715
	Iteration 40F: 3 clusters Score -1682495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1682497.125000 Penalty: 4723.532715
	Iteration 41Q: 3 clusters Score -1682497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1682495.250000 Penalty: 4723.532715
	Iteration 42Q: 3 clusters Score -1682495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1682493.875000 Penalty: 4723.532715
	Iteration 43Q: 3 clusters Score -1682494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1682498.500000 Penalty: 4723.532715
	Iteration 44Q: 3 clusters Score -1682498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1682500.625000 Penalty: 4723.532715
	Iteration 45Q: 3 clusters Score -1682501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1682505.000000 Penalty: 4723.532715
	Iteration 46Q: 3 clusters Score -1682505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1682506.250000 Penalty: 4723.532715
	Iteration 47Q: 3 clusters Score -1682506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1682506.375000 Penalty: 4723.532715
	Iteration 48Q: 3 clusters Score -1682506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1682506.375000 Penalty: 4723.532715
	Iteration 49Q: 3 clusters Score -1682506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1682506.125000 Penalty: 4723.532715
	Iteration 50Q: 3 clusters Score -1682506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1682506.875000 Penalty: 4723.532715
	Iteration 51Q: 3 clusters Score -1682507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1682510.750000 Penalty: 4723.532715
	Iteration 52Q: 3 clusters Score -1682511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1682510.000000 Penalty: 4723.532715
	Iteration 53Q: 3 clusters Score -1682510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1682509.000000 Penalty: 4723.532715
	Iteration 54Q: 3 clusters Score -1682509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1682506.750000 Penalty: 4723.532715
	Iteration 55Q: 3 clusters Score -1682507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1682509.875000 Penalty: 4723.532715
	Iteration 56Q: 3 clusters Score -1682510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1682509.000000 Penalty: 4723.532715
	Iteration 57Q: 3 clusters Score -1682509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1682509.000000 Penalty: 4723.532715
	Iteration 58Q: 3 clusters Score -1682509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1682510.125000 Penalty: 4723.532715
	Iteration 59Q: 3 clusters Score -1682510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1682511.000000 Penalty: 4723.532715
	Iteration 60F: 3 clusters Score -1682511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1682509.875000 Penalty: 4723.532715
	Iteration 61Q: 3 clusters Score -1682510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1682511.500000 Penalty: 4723.532715
	Iteration 62Q: 3 clusters Score -1682512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1682514.125000 Penalty: 4723.532715
	Iteration 63Q: 3 clusters Score -1682514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1682514.500000 Penalty: 4723.532715
	Iteration 64Q: 3 clusters Score -1682514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1682516.875000 Penalty: 4723.532715
	Iteration 65Q: 3 clusters Score -1682517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1682516.500000 Penalty: 4723.532715
	Iteration 66Q: 3 clusters Score -1682516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1682519.375000 Penalty: 4723.532715
	Iteration 67Q: 3 clusters Score -1682519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1682522.625000 Penalty: 4723.532715
	Iteration 68Q: 3 clusters Score -1682523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1682520.125000 Penalty: 4723.532715
	Iteration 69Q: 3 clusters Score -1682520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1682519.000000 Penalty: 4723.532715
	Iteration 70Q: 3 clusters Score -1682519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1682523.375000 Penalty: 4723.532715
	Iteration 71Q: 3 clusters Score -1682523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1682524.750000 Penalty: 4723.532715
	Iteration 72Q: 3 clusters Score -1682525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1682529.375000 Penalty: 4723.532715
	Iteration 73Q: 3 clusters Score -1682529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1682524.750000 Penalty: 4723.532715
	Iteration 74Q: 3 clusters Score -1682525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1682526.500000 Penalty: 4723.532715
	Iteration 75Q: 3 clusters Score -1682526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1682528.125000 Penalty: 4723.532715
	Iteration 76Q: 3 clusters Score -1682528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1682527.750000 Penalty: 4723.532715
	Iteration 77Q: 3 clusters Score -1682528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1682530.375000 Penalty: 4723.532715
	Iteration 78Q: 3 clusters Score -1682530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1682530.375000 Penalty: 4723.532715
	Iteration 79Q: 3 clusters Score -1682530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1682531.500000 Penalty: 4723.532715
	Iteration 80F: 3 clusters Score -1682532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1682535.875000 Penalty: 4723.532715
	Iteration 81Q: 3 clusters Score -1682536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1682533.000000 Penalty: 4723.532715
	Iteration 82Q: 3 clusters Score -1682533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1682535.875000 Penalty: 4723.532715
	Iteration 83Q: 3 clusters Score -1682536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1682534.625000 Penalty: 4723.532715
	Iteration 84Q: 3 clusters Score -1682535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1682538.375000 Penalty: 4723.532715
	Iteration 85Q: 3 clusters Score -1682538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1682536.375000 Penalty: 4723.532715
	Iteration 86Q: 3 clusters Score -1682536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1682539.625000 Penalty: 4723.532715
	Iteration 87Q: 3 clusters Score -1682540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1682539.625000 Penalty: 4723.532715
	Iteration 88Q: 3 clusters Score -1682540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1682543.875000 Penalty: 4723.532715
	Iteration 89Q: 3 clusters Score -1682544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1682543.750000 Penalty: 4723.532715
	Iteration 90Q: 3 clusters Score -1682544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1682545.000000 Penalty: 4723.532715
	Iteration 91Q: 3 clusters Score -1682545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1682546.375000 Penalty: 4723.532715
	Iteration 92Q: 3 clusters Score -1682546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1682545.375000 Penalty: 4723.532715
	Iteration 93Q: 3 clusters Score -1682545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1682545.375000 Penalty: 4723.532715
	Iteration 94Q: 3 clusters Score -1682545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1682542.125000 Penalty: 4723.532715
	Iteration 95Q: 3 clusters Score -1682542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1682546.000000 Penalty: 4723.532715
	Iteration 96Q: 3 clusters Score -1682546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1682545.625000 Penalty: 4723.532715
	Iteration 97Q: 3 clusters Score -1682546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1682544.000000 Penalty: 4723.532715
	Iteration 98Q: 3 clusters Score -1682544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1682543.000000 Penalty: 4723.532715
	Iteration 99Q: 3 clusters Score -1682543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1682548.750000 Penalty: 4723.532715
	Iteration 100F: 3 clusters Score -1682549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1682550.375000 Penalty: 4723.532715
	Iteration 101Q: 3 clusters Score -1682550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1682549.250000 Penalty: 4723.532715
	Iteration 102Q: 3 clusters Score -1682549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1682550.125000 Penalty: 4723.532715
	Iteration 103Q: 3 clusters Score -1682550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1682549.625000 Penalty: 4723.532715
	Iteration 104Q: 3 clusters Score -1682550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1682547.500000 Penalty: 4723.532715
	Iteration 105Q: 3 clusters Score -1682548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1682548.500000 Penalty: 4723.532715
	Iteration 106Q: 3 clusters Score -1682548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1682551.875000 Penalty: 4723.532715
	Iteration 107Q: 3 clusters Score -1682552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1682554.875000 Penalty: 4723.532715
	Iteration 108Q: 3 clusters Score -1682555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1682554.375000 Penalty: 4723.532715
	Iteration 109Q: 3 clusters Score -1682554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1682553.125000 Penalty: 4723.532715
	Iteration 110Q: 3 clusters Score -1682553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1682555.625000 Penalty: 4723.532715
	Iteration 111Q: 3 clusters Score -1682556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1682556.125000 Penalty: 4723.532715
	Iteration 112Q: 3 clusters Score -1682556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1682556.250000 Penalty: 4723.532715
	Iteration 113Q: 3 clusters Score -1682556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1682556.750000 Penalty: 4723.532715
	Iteration 114Q: 3 clusters Score -1682557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1682556.750000 Penalty: 4723.532715
	Iteration 115F: 3 clusters Score -1682557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Entering Unmasked Estep 
Score: -1187499.000000 Penalty: 2278.419189
	Iteration 0F: 2 clusters Score -1187499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1179979.500000 Penalty: 4556.838379
	Iteration 0F: 3 clusters Score -1179980 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1182198.625000 Penalty: 4556.838379
	Iteration 1F: 3 clusters Score -1182199 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1182522.125000 Penalty: 4556.838379
	Iteration 2F: 3 clusters Score -1182522 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1182788.125000 Penalty: 4556.838379
	Iteration 3F: 3 clusters Score -1182788 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1183039.375000 Penalty: 4556.838379
	Iteration 4Q: 3 clusters Score -1183039 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1183280.375000 Penalty: 4556.838379
	Iteration 5Q: 3 clusters Score -1183280 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1183503.875000 Penalty: 4556.838379
	Iteration 6Q: 3 clusters Score -1183504 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1183695.000000 Penalty: 4556.838379
	Iteration 7Q: 3 clusters Score -1183695 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1183884.625000 Penalty: 4556.838379
	Iteration 8Q: 3 clusters Score -1183885 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1184045.500000 Penalty: 4556.838379
	Iteration 9Q: 3 clusters Score -1184046 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1184198.250000 Penalty: 4556.838379
	Iteration 10Q: 3 clusters Score -1184198 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1184307.875000 Penalty: 4556.838379
	Iteration 11Q: 3 clusters Score -1184308 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1184412.875000 Penalty: 4556.838379
	Iteration 12Q: 3 clusters Score -1184413 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1184509.500000 Penalty: 4556.838379
	Iteration 13Q: 3 clusters Score -1184510 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1184585.125000 Penalty: 4556.838379
	Iteration 14Q: 3 clusters Score -1184585 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1184646.000000 Penalty: 4556.838379
	Iteration 15Q: 3 clusters Score -1184646 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1184693.125000 Penalty: 4556.838379
	Iteration 16Q: 3 clusters Score -1184693 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1184734.250000 Penalty: 4556.838379
	Iteration 17Q: 3 clusters Score -1184734 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1184770.750000 Penalty: 4556.838379
	Iteration 18Q: 3 clusters Score -1184771 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1184798.125000 Penalty: 4556.838379
	Iteration 19Q: 3 clusters Score -1184798 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1184820.625000 Penalty: 4556.838379
	Iteration 20F: 3 clusters Score -1184821 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1184839.875000 Penalty: 4556.838379
	Iteration 21Q: 3 clusters Score -1184840 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1184862.250000 Penalty: 4556.838379
	Iteration 22Q: 3 clusters Score -1184862 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1184880.000000 Penalty: 4556.838379
	Iteration 23Q: 3 clusters Score -1184880 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1184907.875000 Penalty: 4556.838379
	Iteration 24Q: 3 clusters Score -1184908 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1184929.375000 Penalty: 4556.838379
	Iteration 25Q: 3 clusters Score -1184929 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1184953.500000 Penalty: 4556.838379
	Iteration 26Q: 3 clusters Score -1184954 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1184979.500000 Penalty: 4556.838379
	Iteration 27Q: 3 clusters Score -1184980 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1185002.125000 Penalty: 4556.838379
	Iteration 28Q: 3 clusters Score -1185002 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1185023.375000 Penalty: 4556.838379
	Iteration 29Q: 3 clusters Score -1185023 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1185046.500000 Penalty: 4556.838379
	Iteration 30Q: 3 clusters Score -1185046 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1185070.500000 Penalty: 4556.838379
	Iteration 31Q: 3 clusters Score -1185070 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1185093.750000 Penalty: 4556.838379
	Iteration 32Q: 3 clusters Score -1185094 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1185125.000000 Penalty: 4556.838379
	Iteration 33Q: 3 clusters Score -1185125 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1185144.125000 Penalty: 4556.838379
	Iteration 34Q: 3 clusters Score -1185144 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1185170.750000 Penalty: 4556.838379
	Iteration 35Q: 3 clusters Score -1185171 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1185192.125000 Penalty: 4556.838379
	Iteration 36Q: 3 clusters Score -1185192 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1185224.750000 Penalty: 4556.838379
	Iteration 37Q: 3 clusters Score -1185225 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1185250.875000 Penalty: 4556.838379
	Iteration 38Q: 3 clusters Score -1185251 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1185287.125000 Penalty: 4556.838379
	Iteration 39Q: 3 clusters Score -1185287 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1185320.000000 Penalty: 4556.838379
	Iteration 40F: 3 clusters Score -1185320 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1185358.875000 Penalty: 4556.838379
	Iteration 41Q: 3 clusters Score -1185359 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1185404.000000 Penalty: 4556.838379
	Iteration 42Q: 3 clusters Score -1185404 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1185432.875000 Penalty: 4556.838379
	Iteration 43Q: 3 clusters Score -1185433 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1185466.250000 Penalty: 4556.838379
	Iteration 44Q: 3 clusters Score -1185466 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1185490.250000 Penalty: 4556.838379
	Iteration 45Q: 3 clusters Score -1185490 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1185503.625000 Penalty: 4556.838379
	Iteration 46Q: 3 clusters Score -1185504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1185521.625000 Penalty: 4556.838379
	Iteration 47Q: 3 clusters Score -1185522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1185528.750000 Penalty: 4556.838379
	Iteration 48Q: 3 clusters Score -1185529 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1185546.000000 Penalty: 4556.838379
	Iteration 49Q: 3 clusters Score -1185546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1185556.625000 Penalty: 4556.838379
	Iteration 50Q: 3 clusters Score -1185557 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1185570.375000 Penalty: 4556.838379
	Iteration 51Q: 3 clusters Score -1185570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1185580.625000 Penalty: 4556.838379
	Iteration 52Q: 3 clusters Score -1185581 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1185591.625000 Penalty: 4556.838379
	Iteration 53Q: 3 clusters Score -1185592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1185600.125000 Penalty: 4556.838379
	Iteration 54Q: 3 clusters Score -1185600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1185607.000000 Penalty: 4556.838379
	Iteration 55Q: 3 clusters Score -1185607 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1185618.250000 Penalty: 4556.838379
	Iteration 56Q: 3 clusters Score -1185618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1185629.875000 Penalty: 4556.838379
	Iteration 57Q: 3 clusters Score -1185630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1185637.000000 Penalty: 4556.838379
	Iteration 58Q: 3 clusters Score -1185637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1185644.625000 Penalty: 4556.838379
	Iteration 59Q: 3 clusters Score -1185645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1185654.875000 Penalty: 4556.838379
	Iteration 60F: 3 clusters Score -1185655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1185658.500000 Penalty: 4556.838379
	Iteration 61Q: 3 clusters Score -1185658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1185667.000000 Penalty: 4556.838379
	Iteration 62Q: 3 clusters Score -1185667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1185671.125000 Penalty: 4556.838379
	Iteration 63Q: 3 clusters Score -1185671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1185675.375000 Penalty: 4556.838379
	Iteration 64Q: 3 clusters Score -1185675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1185678.375000 Penalty: 4556.838379
	Iteration 65Q: 3 clusters Score -1185678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1185678.750000 Penalty: 4556.838379
	Iteration 66Q: 3 clusters Score -1185679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1185679.125000 Penalty: 4556.838379
	Iteration 67Q: 3 clusters Score -1185679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1185683.000000 Penalty: 4556.838379
	Iteration 68Q: 3 clusters Score -1185683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1185684.375000 Penalty: 4556.838379
	Iteration 69Q: 3 clusters Score -1185684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1185686.500000 Penalty: 4556.838379
	Iteration 70Q: 3 clusters Score -1185686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1185686.750000 Penalty: 4556.838379
	Iteration 71Q: 3 clusters Score -1185687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1185686.750000 Penalty: 4556.838379
	Iteration 72Q: 3 clusters Score -1185687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1185689.875000 Penalty: 4556.838379
	Iteration 73Q: 3 clusters Score -1185690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1185689.250000 Penalty: 4556.838379
	Iteration 74Q: 3 clusters Score -1185689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1185689.250000 Penalty: 4556.838379
	Iteration 75F: 3 clusters Score -1185689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (145472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145472 members 
Entering Unmasked Estep 
Score: -17680244.000000 Penalty: 2948.159424
	Iteration 0F: 2 clusters Score -1.768024e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72673 members 
Mstep: Class 2 contains 72799 members 
Entering Unmasked Estep 
Score: -17582860.000000 Penalty: 5896.318848
	Iteration 0F: 3 clusters Score -1.758286e+07 nChanged 69360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71841 members 
Mstep: Class 2 contains 73631 members 
Entering Unmasked Estep 
Score: -17624434.000000 Penalty: 5896.318848
	Iteration 1F: 3 clusters Score -1.762443e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71383 members 
Mstep: Class 2 contains 74089 members 
Entering Unmasked Estep 
Score: -17627490.000000 Penalty: 5896.318848
	Iteration 2Q: 3 clusters Score -1.762749e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70790 members 
Mstep: Class 2 contains 74682 members 
Entering Unmasked Estep 
Score: -17632068.000000 Penalty: 5896.318848
	Iteration 3F: 3 clusters Score -1.763207e+07 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70478 members 
Mstep: Class 2 contains 74994 members 
Entering Unmasked Estep 
Score: -17637616.000000 Penalty: 5896.318848
	Iteration 4F: 3 clusters Score -1.763762e+07 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70767 members 
Mstep: Class 2 contains 74705 members 
Entering Unmasked Estep 
Score: -17643266.000000 Penalty: 5896.318848
	Iteration 5F: 3 clusters Score -1.764327e+07 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71582 members 
Mstep: Class 2 contains 73890 members 
Entering Unmasked Estep 
Score: -17647946.000000 Penalty: 5896.318848
	Iteration 6F: 3 clusters Score -1.764795e+07 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72879 members 
Mstep: Class 2 contains 72593 members 
Entering Unmasked Estep 
Score: -17651948.000000 Penalty: 5896.318848
	Iteration 7F: 3 clusters Score -1.765195e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74294 members 
Mstep: Class 2 contains 71178 members 
Entering Unmasked Estep 
Score: -17655122.000000 Penalty: 5896.318848
	Iteration 8Q: 3 clusters Score -1.765512e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75530 members 
Mstep: Class 2 contains 69942 members 
Entering Unmasked Estep 
Score: -17657778.000000 Penalty: 5896.318848
	Iteration 9Q: 3 clusters Score -1.765778e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76676 members 
Mstep: Class 2 contains 68796 members 
Entering Unmasked Estep 
Score: -17660052.000000 Penalty: 5896.318848
	Iteration 10Q: 3 clusters Score -1.766005e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77811 members 
Mstep: Class 2 contains 67661 members 
Entering Unmasked Estep 
Score: -17661812.000000 Penalty: 5896.318848
	Iteration 11Q: 3 clusters Score -1.766181e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79156 members 
Mstep: Class 2 contains 66316 members 
Entering Unmasked Estep 
Score: -17662768.000000 Penalty: 5896.318848
	Iteration 12Q: 3 clusters Score -1.766277e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80722 members 
Mstep: Class 2 contains 64750 members 
Entering Unmasked Estep 
Score: -17663514.000000 Penalty: 5896.318848
	Iteration 13Q: 3 clusters Score -1.766351e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82387 members 
Mstep: Class 2 contains 63085 members 
Entering Unmasked Estep 
Score: -17664008.000000 Penalty: 5896.318848
	Iteration 14Q: 3 clusters Score -1.766401e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84160 members 
Mstep: Class 2 contains 61312 members 
Entering Unmasked Estep 
Score: -17664438.000000 Penalty: 5896.318848
	Iteration 15Q: 3 clusters Score -1.766444e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85975 members 
Mstep: Class 2 contains 59497 members 
Entering Unmasked Estep 
Score: -17665036.000000 Penalty: 5896.318848
	Iteration 16Q: 3 clusters Score -1.766504e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88001 members 
Mstep: Class 2 contains 57471 members 
Entering Unmasked Estep 
Score: -17665784.000000 Penalty: 5896.318848
	Iteration 17Q: 3 clusters Score -1.766578e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90115 members 
Mstep: Class 2 contains 55357 members 
Entering Unmasked Estep 
Score: -17666412.000000 Penalty: 5896.318848
	Iteration 18Q: 3 clusters Score -1.766641e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92373 members 
Mstep: Class 2 contains 53099 members 
Entering Unmasked Estep 
Score: -17667242.000000 Penalty: 5896.318848
	Iteration 19Q: 3 clusters Score -1.766724e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94700 members 
Mstep: Class 2 contains 50772 members 
Entering Unmasked Estep 
Score: -17668058.000000 Penalty: 5896.318848
	Iteration 20F: 3 clusters Score -1.766806e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97123 members 
Mstep: Class 2 contains 48349 members 
Entering Unmasked Estep 
Score: -17669000.000000 Penalty: 5896.318848
	Iteration 21Q: 3 clusters Score -1.7669e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99642 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -17670126.000000 Penalty: 5896.318848
	Iteration 22Q: 3 clusters Score -1.767013e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102179 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -17671408.000000 Penalty: 5896.318848
	Iteration 23Q: 3 clusters Score -1.767141e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104742 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -17672624.000000 Penalty: 5896.318848
	Iteration 24Q: 3 clusters Score -1.767262e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107204 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -17673838.000000 Penalty: 5896.318848
	Iteration 25Q: 3 clusters Score -1.767384e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109616 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -17675064.000000 Penalty: 5896.318848
	Iteration 26Q: 3 clusters Score -1.767506e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111858 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -17676248.000000 Penalty: 5896.318848
	Iteration 27Q: 3 clusters Score -1.767625e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113962 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -17677290.000000 Penalty: 5896.318848
	Iteration 28Q: 3 clusters Score -1.767729e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115939 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -17678464.000000 Penalty: 5896.318848
	Iteration 29Q: 3 clusters Score -1.767846e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117792 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -17679490.000000 Penalty: 5896.318848
	Iteration 30Q: 3 clusters Score -1.767949e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119405 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -17680428.000000 Penalty: 5896.318848
	Iteration 31Q: 3 clusters Score -1.768043e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120818 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -17681048.000000 Penalty: 5896.318848
	Iteration 32Q: 3 clusters Score -1.768105e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122023 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -17681486.000000 Penalty: 5896.318848
	Iteration 33Q: 3 clusters Score -1.768149e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123005 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -17681908.000000 Penalty: 5896.318848
	Iteration 34Q: 3 clusters Score -1.768191e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123830 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -17682200.000000 Penalty: 5896.318848
	Iteration 35Q: 3 clusters Score -1.76822e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124513 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -17682374.000000 Penalty: 5896.318848
	Iteration 36Q: 3 clusters Score -1.768237e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125087 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -17682486.000000 Penalty: 5896.318848
	Iteration 37Q: 3 clusters Score -1.768249e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125533 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -17682548.000000 Penalty: 5896.318848
	Iteration 38Q: 3 clusters Score -1.768255e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125899 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -17682614.000000 Penalty: 5896.318848
	Iteration 39Q: 3 clusters Score -1.768261e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126208 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -17682678.000000 Penalty: 5896.318848
	Iteration 40F: 3 clusters Score -1.768268e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126488 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -17682760.000000 Penalty: 5896.318848
	Iteration 41Q: 3 clusters Score -1.768276e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126743 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -17682808.000000 Penalty: 5896.318848
	Iteration 42Q: 3 clusters Score -1.768281e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126979 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -17682812.000000 Penalty: 5896.318848
	Iteration 43Q: 3 clusters Score -1.768281e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127191 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -17682796.000000 Penalty: 5896.318848
	Iteration 44Q: 3 clusters Score -1.76828e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127373 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -17682784.000000 Penalty: 5896.318848
	Iteration 45Q: 3 clusters Score -1.768278e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127510 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -17682742.000000 Penalty: 5896.318848
	Iteration 46Q: 3 clusters Score -1.768274e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127632 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -17682774.000000 Penalty: 5896.318848
	Iteration 47Q: 3 clusters Score -1.768277e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127749 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -17682770.000000 Penalty: 5896.318848
	Iteration 48Q: 3 clusters Score -1.768277e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127869 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -17682788.000000 Penalty: 5896.318848
	Iteration 49Q: 3 clusters Score -1.768279e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127954 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -17682794.000000 Penalty: 5896.318848
	Iteration 50Q: 3 clusters Score -1.768279e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128021 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -17682806.000000 Penalty: 5896.318848
	Iteration 51Q: 3 clusters Score -1.768281e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128082 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -17682804.000000 Penalty: 5896.318848
	Iteration 52Q: 3 clusters Score -1.76828e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128129 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -17682774.000000 Penalty: 5896.318848
	Iteration 53Q: 3 clusters Score -1.768277e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128169 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -17682764.000000 Penalty: 5896.318848
	Iteration 54Q: 3 clusters Score -1.768276e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128201 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -17682758.000000 Penalty: 5896.318848
	Iteration 55Q: 3 clusters Score -1.768276e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128230 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -17682768.000000 Penalty: 5896.318848
	Iteration 56Q: 3 clusters Score -1.768277e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128256 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -17682780.000000 Penalty: 5896.318848
	Iteration 57Q: 3 clusters Score -1.768278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128275 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -17682778.000000 Penalty: 5896.318848
	Iteration 58Q: 3 clusters Score -1.768278e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128303 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -17682778.000000 Penalty: 5896.318848
	Iteration 59Q: 3 clusters Score -1.768278e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128323 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -17682774.000000 Penalty: 5896.318848
	Iteration 60F: 3 clusters Score -1.768277e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128345 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -17682768.000000 Penalty: 5896.318848
	Iteration 61Q: 3 clusters Score -1.768277e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128369 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -17682782.000000 Penalty: 5896.318848
	Iteration 62Q: 3 clusters Score -1.768278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128385 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -17682774.000000 Penalty: 5896.318848
	Iteration 63Q: 3 clusters Score -1.768277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128403 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -17682772.000000 Penalty: 5896.318848
	Iteration 64Q: 3 clusters Score -1.768277e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128419 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -17682778.000000 Penalty: 5896.318848
	Iteration 65Q: 3 clusters Score -1.768278e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128436 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -17682792.000000 Penalty: 5896.318848
	Iteration 66Q: 3 clusters Score -1.768279e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128454 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -17682774.000000 Penalty: 5896.318848
	Iteration 67Q: 3 clusters Score -1.768277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128465 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -17682786.000000 Penalty: 5896.318848
	Iteration 68Q: 3 clusters Score -1.768279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128475 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -17682774.000000 Penalty: 5896.318848
	Iteration 69Q: 3 clusters Score -1.768277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128488 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -17682766.000000 Penalty: 5896.318848
	Iteration 70Q: 3 clusters Score -1.768277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128500 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -17682762.000000 Penalty: 5896.318848
	Iteration 71Q: 3 clusters Score -1.768276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128512 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -17682770.000000 Penalty: 5896.318848
	Iteration 72Q: 3 clusters Score -1.768277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128519 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -17682776.000000 Penalty: 5896.318848
	Iteration 73Q: 3 clusters Score -1.768278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128526 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -17682772.000000 Penalty: 5896.318848
	Iteration 74Q: 3 clusters Score -1.768277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128531 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -17682780.000000 Penalty: 5896.318848
	Iteration 75Q: 3 clusters Score -1.768278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128535 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -17682788.000000 Penalty: 5896.318848
	Iteration 76Q: 3 clusters Score -1.768279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128539 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -17682794.000000 Penalty: 5896.318848
	Iteration 77Q: 3 clusters Score -1.768279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128550 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -17682798.000000 Penalty: 5896.318848
	Iteration 78Q: 3 clusters Score -1.76828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128563 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -17682786.000000 Penalty: 5896.318848
	Iteration 79Q: 3 clusters Score -1.768279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128577 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -17682798.000000 Penalty: 5896.318848
	Iteration 80F: 3 clusters Score -1.76828e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128596 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -17682776.000000 Penalty: 5896.318848
	Iteration 81Q: 3 clusters Score -1.768278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128609 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -17682794.000000 Penalty: 5896.318848
	Iteration 82Q: 3 clusters Score -1.768279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128617 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -17682792.000000 Penalty: 5896.318848
	Iteration 83Q: 3 clusters Score -1.768279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128626 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -17682804.000000 Penalty: 5896.318848
	Iteration 84Q: 3 clusters Score -1.76828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128636 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -17682798.000000 Penalty: 5896.318848
	Iteration 85Q: 3 clusters Score -1.76828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128647 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -17682800.000000 Penalty: 5896.318848
	Iteration 86Q: 3 clusters Score -1.76828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128657 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -17682790.000000 Penalty: 5896.318848
	Iteration 87Q: 3 clusters Score -1.768279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128662 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -17682776.000000 Penalty: 5896.318848
	Iteration 88Q: 3 clusters Score -1.768278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128665 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -17682784.000000 Penalty: 5896.318848
	Iteration 89Q: 3 clusters Score -1.768278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128667 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -17682798.000000 Penalty: 5896.318848
	Iteration 90Q: 3 clusters Score -1.76828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128668 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -17682798.000000 Penalty: 5896.318848
	Iteration 91Q: 3 clusters Score -1.76828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128671 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -17682800.000000 Penalty: 5896.318848
	Iteration 92Q: 3 clusters Score -1.76828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128672 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -17682788.000000 Penalty: 5896.318848
	Iteration 93Q: 3 clusters Score -1.768279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128674 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -17682796.000000 Penalty: 5896.318848
	Iteration 94Q: 3 clusters Score -1.76828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128677 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -17682802.000000 Penalty: 5896.318848
	Iteration 95Q: 3 clusters Score -1.76828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128679 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -17682800.000000 Penalty: 5896.318848
	Iteration 96Q: 3 clusters Score -1.76828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128679 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -17682800.000000 Penalty: 5896.318848
	Iteration 97F: 3 clusters Score -1.76828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 24201 members 
Mstep: Class 3 contains 20604 members 
Mstep: Class 4 contains 31177 members 
Mstep: Class 5 contains 99611 members 
Mstep: Class 6 contains 126891 members 
Mstep: Class 7 contains 6329 members 
Mstep: Class 8 contains 169813 members 
Mstep: Class 9 contains 42086 members 
Mstep: Class 10 contains 13674 members 
Mstep: Class 11 contains 9771 members 
Mstep: Class 12 contains 128679 members 
Mstep: Class 13 contains 228423 members 
Mstep: Class 14 contains 35680 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 155986 members 
Mstep: Class 17 contains 30220 members 
Mstep: Class 18 contains 16719 members 
Mstep: Class 19 contains 68385 members 
Mstep: Class 20 contains 7569 members 
Mstep: Class 21 contains 38337 members 
Mstep: Class 22 contains 1860 members 
Mstep: Class 23 contains 16793 members 
Entering Unmasked Estep 
Score: -158435440.000000 Penalty: 80441.695312
Splitting cluster 12 changes total score from -158433424.000000 to -158435440.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (228423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228423 members 
Entering Unmasked Estep 
Score: -27879634.000000 Penalty: 3060.060791
	Iteration 0F: 2 clusters Score -2.787963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114482 members 
Mstep: Class 2 contains 113941 members 
Entering Unmasked Estep 
Score: -27729230.000000 Penalty: 6120.121582
	Iteration 0F: 3 clusters Score -2.772923e+07 nChanged 110109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117263 members 
Mstep: Class 2 contains 111160 members 
Entering Unmasked Estep 
Score: -27793764.000000 Penalty: 6120.121582
	Iteration 1F: 3 clusters Score -2.779376e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118733 members 
Mstep: Class 2 contains 109690 members 
Entering Unmasked Estep 
Score: -27795036.000000 Penalty: 6120.121582
	Iteration 2Q: 3 clusters Score -2.779504e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120912 members 
Mstep: Class 2 contains 107511 members 
Entering Unmasked Estep 
Score: -27796676.000000 Penalty: 6120.121582
	Iteration 3Q: 3 clusters Score -2.779668e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124201 members 
Mstep: Class 2 contains 104222 members 
Entering Unmasked Estep 
Score: -27799124.000000 Penalty: 6120.121582
	Iteration 4Q: 3 clusters Score -2.779912e+07 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129184 members 
Mstep: Class 2 contains 99239 members 
Entering Unmasked Estep 
Score: -27803080.000000 Penalty: 6120.121582
	Iteration 5Q: 3 clusters Score -2.780308e+07 nChanged 10828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136452 members 
Mstep: Class 2 contains 91971 members 
Entering Unmasked Estep 
Score: -27809030.000000 Penalty: 6120.121582
	Iteration 6Q: 3 clusters Score -2.780903e+07 nChanged 13076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146668 members 
Mstep: Class 2 contains 81755 members 
Entering Unmasked Estep 
Score: -27817904.000000 Penalty: 6120.121582
	Iteration 7F: 3 clusters Score -2.78179e+07 nChanged 15030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159964 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -27830102.000000 Penalty: 6120.121582
	Iteration 8F: 3 clusters Score -2.78301e+07 nChanged 15668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174754 members 
Mstep: Class 2 contains 53669 members 
Entering Unmasked Estep 
Score: -27843482.000000 Penalty: 6120.121582
	Iteration 9F: 3 clusters Score -2.784348e+07 nChanged 14509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188881 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -27855492.000000 Penalty: 6120.121582
	Iteration 10F: 3 clusters Score -2.785549e+07 nChanged 11703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200390 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -27864304.000000 Penalty: 6120.121582
	Iteration 11F: 3 clusters Score -2.78643e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208954 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -27869864.000000 Penalty: 6120.121582
	Iteration 12Q: 3 clusters Score -2.786986e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214692 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -27873244.000000 Penalty: 6120.121582
	Iteration 13Q: 3 clusters Score -2.787324e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218373 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -27875276.000000 Penalty: 6120.121582
	Iteration 14Q: 3 clusters Score -2.787528e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220627 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -27876194.000000 Penalty: 6120.121582
	Iteration 15Q: 3 clusters Score -2.787619e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222112 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -27876764.000000 Penalty: 6120.121582
	Iteration 16Q: 3 clusters Score -2.787676e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223087 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -27877166.000000 Penalty: 6120.121582
	Iteration 17Q: 3 clusters Score -2.787717e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223773 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -27877416.000000 Penalty: 6120.121582
	Iteration 18Q: 3 clusters Score -2.787742e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224236 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -27877538.000000 Penalty: 6120.121582
	Iteration 19Q: 3 clusters Score -2.787754e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224581 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -27877626.000000 Penalty: 6120.121582
	Iteration 20F: 3 clusters Score -2.787763e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224808 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -27877700.000000 Penalty: 6120.121582
	Iteration 21Q: 3 clusters Score -2.78777e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224983 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -27877742.000000 Penalty: 6120.121582
	Iteration 22Q: 3 clusters Score -2.787774e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225129 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -27877732.000000 Penalty: 6120.121582
	Iteration 23Q: 3 clusters Score -2.787773e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225235 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -27877682.000000 Penalty: 6120.121582
	Iteration 24Q: 3 clusters Score -2.787768e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225328 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -27877714.000000 Penalty: 6120.121582
	Iteration 25Q: 3 clusters Score -2.787771e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225401 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -27877750.000000 Penalty: 6120.121582
	Iteration 26Q: 3 clusters Score -2.787775e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225459 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -27877780.000000 Penalty: 6120.121582
	Iteration 27Q: 3 clusters Score -2.787778e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225510 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -27877788.000000 Penalty: 6120.121582
	Iteration 28Q: 3 clusters Score -2.787779e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225552 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -27877800.000000 Penalty: 6120.121582
	Iteration 29Q: 3 clusters Score -2.78778e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225586 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -27877794.000000 Penalty: 6120.121582
	Iteration 30Q: 3 clusters Score -2.787779e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225622 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -27877788.000000 Penalty: 6120.121582
	Iteration 31Q: 3 clusters Score -2.787779e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225653 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -27877806.000000 Penalty: 6120.121582
	Iteration 32Q: 3 clusters Score -2.787781e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225677 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -27877780.000000 Penalty: 6120.121582
	Iteration 33Q: 3 clusters Score -2.787778e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225697 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -27877774.000000 Penalty: 6120.121582
	Iteration 34Q: 3 clusters Score -2.787777e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225727 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -27877770.000000 Penalty: 6120.121582
	Iteration 35Q: 3 clusters Score -2.787777e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225758 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -27877776.000000 Penalty: 6120.121582
	Iteration 36Q: 3 clusters Score -2.787778e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225779 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -27877744.000000 Penalty: 6120.121582
	Iteration 37Q: 3 clusters Score -2.787774e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225795 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -27877776.000000 Penalty: 6120.121582
	Iteration 38Q: 3 clusters Score -2.787778e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225818 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -27877780.000000 Penalty: 6120.121582
	Iteration 39Q: 3 clusters Score -2.787778e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225849 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -27877788.000000 Penalty: 6120.121582
	Iteration 40F: 3 clusters Score -2.787779e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225861 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -27877798.000000 Penalty: 6120.121582
	Iteration 41Q: 3 clusters Score -2.78778e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225880 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -27877784.000000 Penalty: 6120.121582
	Iteration 42Q: 3 clusters Score -2.787778e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225888 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -27877814.000000 Penalty: 6120.121582
	Iteration 43Q: 3 clusters Score -2.787781e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225898 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -27877806.000000 Penalty: 6120.121582
	Iteration 44Q: 3 clusters Score -2.787781e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225903 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -27877816.000000 Penalty: 6120.121582
	Iteration 45Q: 3 clusters Score -2.787782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225908 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -27877814.000000 Penalty: 6120.121582
	Iteration 46Q: 3 clusters Score -2.787781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225915 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -27877836.000000 Penalty: 6120.121582
	Iteration 47Q: 3 clusters Score -2.787784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225918 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -27877834.000000 Penalty: 6120.121582
	Iteration 48Q: 3 clusters Score -2.787783e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225929 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -27877830.000000 Penalty: 6120.121582
	Iteration 49Q: 3 clusters Score -2.787783e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225937 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -27877832.000000 Penalty: 6120.121582
	Iteration 50Q: 3 clusters Score -2.787783e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225946 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -27877832.000000 Penalty: 6120.121582
	Iteration 51Q: 3 clusters Score -2.787783e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225960 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -27877814.000000 Penalty: 6120.121582
	Iteration 52Q: 3 clusters Score -2.787781e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225972 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -27877818.000000 Penalty: 6120.121582
	Iteration 53Q: 3 clusters Score -2.787782e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225983 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -27877830.000000 Penalty: 6120.121582
	Iteration 54Q: 3 clusters Score -2.787783e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225992 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -27877826.000000 Penalty: 6120.121582
	Iteration 55Q: 3 clusters Score -2.787783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226002 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -27877828.000000 Penalty: 6120.121582
	Iteration 56Q: 3 clusters Score -2.787783e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226011 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -27877848.000000 Penalty: 6120.121582
	Iteration 57Q: 3 clusters Score -2.787785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226010 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -27877854.000000 Penalty: 6120.121582
	Iteration 58Q: 3 clusters Score -2.787785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226012 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -27877864.000000 Penalty: 6120.121582
	Iteration 59Q: 3 clusters Score -2.787786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226012 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -27877864.000000 Penalty: 6120.121582
	Iteration 60F: 3 clusters Score -2.787786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Entering Unmasked Estep 
Score: -4358310.500000 Penalty: 2599.621582
	Iteration 0F: 2 clusters Score -4358310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -4334039.000000 Penalty: 5199.243164
	Iteration 0F: 3 clusters Score -4334039 nChanged 16148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -4342771.500000 Penalty: 5199.243164
	Iteration 1F: 3 clusters Score -4342772 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -4343211.500000 Penalty: 5199.243164
	Iteration 2Q: 3 clusters Score -4343212 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -4343695.000000 Penalty: 5199.243164
	Iteration 3Q: 3 clusters Score -4343695 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -4344290.000000 Penalty: 5199.243164
	Iteration 4Q: 3 clusters Score -4344290 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -4345006.500000 Penalty: 5199.243164
	Iteration 5Q: 3 clusters Score -4345006 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -4345876.000000 Penalty: 5199.243164
	Iteration 6Q: 3 clusters Score -4345876 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -4346929.000000 Penalty: 5199.243164
	Iteration 7F: 3 clusters Score -4346929 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -4348133.000000 Penalty: 5199.243164
	Iteration 8F: 3 clusters Score -4348133 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -4349171.500000 Penalty: 5199.243164
	Iteration 9F: 3 clusters Score -4349172 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -4349983.000000 Penalty: 5199.243164
	Iteration 10Q: 3 clusters Score -4349983 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -4350605.000000 Penalty: 5199.243164
	Iteration 11Q: 3 clusters Score -4350605 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -4351085.000000 Penalty: 5199.243164
	Iteration 12Q: 3 clusters Score -4351085 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -4351417.500000 Penalty: 5199.243164
	Iteration 13Q: 3 clusters Score -4351418 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -4351625.500000 Penalty: 5199.243164
	Iteration 14Q: 3 clusters Score -4351626 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -4351803.500000 Penalty: 5199.243164
	Iteration 15Q: 3 clusters Score -4351804 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -4351923.500000 Penalty: 5199.243164
	Iteration 16Q: 3 clusters Score -4351924 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -4352051.500000 Penalty: 5199.243164
	Iteration 17Q: 3 clusters Score -4352052 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -4352186.000000 Penalty: 5199.243164
	Iteration 18Q: 3 clusters Score -4352186 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -4352332.500000 Penalty: 5199.243164
	Iteration 19Q: 3 clusters Score -4352332 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -4352436.000000 Penalty: 5199.243164
	Iteration 20F: 3 clusters Score -4352436 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -4352524.500000 Penalty: 5199.243164
	Iteration 21Q: 3 clusters Score -4352524 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -4352589.500000 Penalty: 5199.243164
	Iteration 22Q: 3 clusters Score -4352590 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -4352668.500000 Penalty: 5199.243164
	Iteration 23Q: 3 clusters Score -4352668 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -4352740.500000 Penalty: 5199.243164
	Iteration 24Q: 3 clusters Score -4352740 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -4352781.500000 Penalty: 5199.243164
	Iteration 25Q: 3 clusters Score -4352782 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -4352827.500000 Penalty: 5199.243164
	Iteration 26Q: 3 clusters Score -4352828 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -4352893.500000 Penalty: 5199.243164
	Iteration 27Q: 3 clusters Score -4352894 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -4352931.000000 Penalty: 5199.243164
	Iteration 28Q: 3 clusters Score -4352931 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -4352966.000000 Penalty: 5199.243164
	Iteration 29Q: 3 clusters Score -4352966 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -4353004.000000 Penalty: 5199.243164
	Iteration 30Q: 3 clusters Score -4353004 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -4353049.500000 Penalty: 5199.243164
	Iteration 31Q: 3 clusters Score -4353050 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -4353078.500000 Penalty: 5199.243164
	Iteration 32Q: 3 clusters Score -4353078 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -4353095.500000 Penalty: 5199.243164
	Iteration 33Q: 3 clusters Score -4353096 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -4353160.500000 Penalty: 5199.243164
	Iteration 34Q: 3 clusters Score -4353160 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -4353182.000000 Penalty: 5199.243164
	Iteration 35Q: 3 clusters Score -4353182 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -4353207.500000 Penalty: 5199.243164
	Iteration 36Q: 3 clusters Score -4353208 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -4353244.500000 Penalty: 5199.243164
	Iteration 37Q: 3 clusters Score -4353244 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -4353291.000000 Penalty: 5199.243164
	Iteration 38Q: 3 clusters Score -4353291 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -4353323.000000 Penalty: 5199.243164
	Iteration 39Q: 3 clusters Score -4353323 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -4353370.000000 Penalty: 5199.243164
	Iteration 40F: 3 clusters Score -4353370 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -4353415.500000 Penalty: 5199.243164
	Iteration 41Q: 3 clusters Score -4353416 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -4353429.500000 Penalty: 5199.243164
	Iteration 42Q: 3 clusters Score -4353430 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -4353455.000000 Penalty: 5199.243164
	Iteration 43Q: 3 clusters Score -4353455 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -4353498.000000 Penalty: 5199.243164
	Iteration 44Q: 3 clusters Score -4353498 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -4353531.000000 Penalty: 5199.243164
	Iteration 45Q: 3 clusters Score -4353531 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -4353558.000000 Penalty: 5199.243164
	Iteration 46Q: 3 clusters Score -4353558 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -4353564.500000 Penalty: 5199.243164
	Iteration 47Q: 3 clusters Score -4353564 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -4353579.000000 Penalty: 5199.243164
	Iteration 48Q: 3 clusters Score -4353579 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -4353601.500000 Penalty: 5199.243164
	Iteration 49Q: 3 clusters Score -4353602 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -4353604.000000 Penalty: 5199.243164
	Iteration 50Q: 3 clusters Score -4353604 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -4353613.500000 Penalty: 5199.243164
	Iteration 51Q: 3 clusters Score -4353614 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -4353615.000000 Penalty: 5199.243164
	Iteration 52Q: 3 clusters Score -4353615 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -4353613.500000 Penalty: 5199.243164
	Iteration 53Q: 3 clusters Score -4353614 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -4353616.500000 Penalty: 5199.243164
	Iteration 54Q: 3 clusters Score -4353616 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -4353631.500000 Penalty: 5199.243164
	Iteration 55Q: 3 clusters Score -4353632 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -4353630.000000 Penalty: 5199.243164
	Iteration 56Q: 3 clusters Score -4353630 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -4353635.000000 Penalty: 5199.243164
	Iteration 57Q: 3 clusters Score -4353635 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -4353643.000000 Penalty: 5199.243164
	Iteration 58Q: 3 clusters Score -4353643 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -4353645.500000 Penalty: 5199.243164
	Iteration 59Q: 3 clusters Score -4353646 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -4353638.000000 Penalty: 5199.243164
	Iteration 60F: 3 clusters Score -4353638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -4353636.000000 Penalty: 5199.243164
	Iteration 61Q: 3 clusters Score -4353636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -4353643.500000 Penalty: 5199.243164
	Iteration 62Q: 3 clusters Score -4353644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -4353651.500000 Penalty: 5199.243164
	Iteration 63Q: 3 clusters Score -4353652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -4353655.000000 Penalty: 5199.243164
	Iteration 64Q: 3 clusters Score -4353655 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -4353656.500000 Penalty: 5199.243164
	Iteration 65Q: 3 clusters Score -4353656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -4353651.500000 Penalty: 5199.243164
	Iteration 66Q: 3 clusters Score -4353652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -4353663.000000 Penalty: 5199.243164
	Iteration 67Q: 3 clusters Score -4353663 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -4353662.000000 Penalty: 5199.243164
	Iteration 68Q: 3 clusters Score -4353662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -4353677.500000 Penalty: 5199.243164
	Iteration 69Q: 3 clusters Score -4353678 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -4353683.000000 Penalty: 5199.243164
	Iteration 70Q: 3 clusters Score -4353683 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -4353686.500000 Penalty: 5199.243164
	Iteration 71Q: 3 clusters Score -4353686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -4353691.000000 Penalty: 5199.243164
	Iteration 72Q: 3 clusters Score -4353691 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -4353684.500000 Penalty: 5199.243164
	Iteration 73Q: 3 clusters Score -4353684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -4353682.000000 Penalty: 5199.243164
	Iteration 74Q: 3 clusters Score -4353682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -4353682.000000 Penalty: 5199.243164
	Iteration 75Q: 3 clusters Score -4353682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -4353693.000000 Penalty: 5199.243164
	Iteration 76Q: 3 clusters Score -4353693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -4353689.500000 Penalty: 5199.243164
	Iteration 77Q: 3 clusters Score -4353690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -4353694.000000 Penalty: 5199.243164
	Iteration 78Q: 3 clusters Score -4353694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -4353689.500000 Penalty: 5199.243164
	Iteration 79Q: 3 clusters Score -4353690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -4353696.000000 Penalty: 5199.243164
	Iteration 80F: 3 clusters Score -4353696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -4353701.500000 Penalty: 5199.243164
	Iteration 81Q: 3 clusters Score -4353702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -4353700.000000 Penalty: 5199.243164
	Iteration 82Q: 3 clusters Score -4353700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -4353709.000000 Penalty: 5199.243164
	Iteration 83Q: 3 clusters Score -4353709 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -4353709.000000 Penalty: 5199.243164
	Iteration 84Q: 3 clusters Score -4353709 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -4353706.000000 Penalty: 5199.243164
	Iteration 85Q: 3 clusters Score -4353706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -4353709.000000 Penalty: 5199.243164
	Iteration 86Q: 3 clusters Score -4353709 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -4353709.500000 Penalty: 5199.243164
	Iteration 87Q: 3 clusters Score -4353710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -4353707.500000 Penalty: 5199.243164
	Iteration 88Q: 3 clusters Score -4353708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -4353712.000000 Penalty: 5199.243164
	Iteration 89Q: 3 clusters Score -4353712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -4353717.500000 Penalty: 5199.243164
	Iteration 90Q: 3 clusters Score -4353718 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -4353726.500000 Penalty: 5199.243164
	Iteration 91Q: 3 clusters Score -4353726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -4353722.000000 Penalty: 5199.243164
	Iteration 92Q: 3 clusters Score -4353722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -4353726.000000 Penalty: 5199.243164
	Iteration 93Q: 3 clusters Score -4353726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -4353720.500000 Penalty: 5199.243164
	Iteration 94Q: 3 clusters Score -4353720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -4353714.000000 Penalty: 5199.243164
	Iteration 95Q: 3 clusters Score -4353714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -4353716.000000 Penalty: 5199.243164
	Iteration 96Q: 3 clusters Score -4353716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -4353715.000000 Penalty: 5199.243164
	Iteration 97Q: 3 clusters Score -4353715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -4353719.500000 Penalty: 5199.243164
	Iteration 98Q: 3 clusters Score -4353720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -4353715.500000 Penalty: 5199.243164
	Iteration 99Q: 3 clusters Score -4353716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -4353715.000000 Penalty: 5199.243164
	Iteration 100F: 3 clusters Score -4353715 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -4353721.500000 Penalty: 5199.243164
	Iteration 101Q: 3 clusters Score -4353722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -4353724.500000 Penalty: 5199.243164
	Iteration 102Q: 3 clusters Score -4353724 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -4353731.500000 Penalty: 5199.243164
	Iteration 103Q: 3 clusters Score -4353732 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -4353738.500000 Penalty: 5199.243164
	Iteration 104Q: 3 clusters Score -4353738 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -4353733.000000 Penalty: 5199.243164
	Iteration 105Q: 3 clusters Score -4353733 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -4353730.500000 Penalty: 5199.243164
	Iteration 106Q: 3 clusters Score -4353730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -4353745.500000 Penalty: 5199.243164
	Iteration 107Q: 3 clusters Score -4353746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -4353738.500000 Penalty: 5199.243164
	Iteration 108Q: 3 clusters Score -4353738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -4353742.500000 Penalty: 5199.243164
	Iteration 109Q: 3 clusters Score -4353742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -4353743.500000 Penalty: 5199.243164
	Iteration 110Q: 3 clusters Score -4353744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -4353744.000000 Penalty: 5199.243164
	Iteration 111Q: 3 clusters Score -4353744 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -4353747.500000 Penalty: 5199.243164
	Iteration 112Q: 3 clusters Score -4353748 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -4353755.000000 Penalty: 5199.243164
	Iteration 113Q: 3 clusters Score -4353755 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -4353763.000000 Penalty: 5199.243164
	Iteration 114Q: 3 clusters Score -4353763 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -4353767.000000 Penalty: 5199.243164
	Iteration 115Q: 3 clusters Score -4353767 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -4353775.500000 Penalty: 5199.243164
	Iteration 116Q: 3 clusters Score -4353776 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -4353791.000000 Penalty: 5199.243164
	Iteration 117Q: 3 clusters Score -4353791 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -4353801.500000 Penalty: 5199.243164
	Iteration 118Q: 3 clusters Score -4353802 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -4353810.500000 Penalty: 5199.243164
	Iteration 119Q: 3 clusters Score -4353810 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -4353813.000000 Penalty: 5199.243164
	Iteration 120F: 3 clusters Score -4353813 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -4353809.000000 Penalty: 5199.243164
	Iteration 121Q: 3 clusters Score -4353809 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -4353827.000000 Penalty: 5199.243164
	Iteration 122Q: 3 clusters Score -4353827 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -4353833.500000 Penalty: 5199.243164
	Iteration 123Q: 3 clusters Score -4353834 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -4353835.500000 Penalty: 5199.243164
	Iteration 124Q: 3 clusters Score -4353836 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -4353854.000000 Penalty: 5199.243164
	Iteration 125Q: 3 clusters Score -4353854 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -4353868.500000 Penalty: 5199.243164
	Iteration 126Q: 3 clusters Score -4353868 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -4353877.000000 Penalty: 5199.243164
	Iteration 127Q: 3 clusters Score -4353877 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -4353894.000000 Penalty: 5199.243164
	Iteration 128Q: 3 clusters Score -4353894 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -4353907.500000 Penalty: 5199.243164
	Iteration 129Q: 3 clusters Score -4353908 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -4353939.500000 Penalty: 5199.243164
	Iteration 130Q: 3 clusters Score -4353940 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -4353974.500000 Penalty: 5199.243164
	Iteration 131Q: 3 clusters Score -4353974 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -4353984.000000 Penalty: 5199.243164
	Iteration 132Q: 3 clusters Score -4353984 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -4353999.000000 Penalty: 5199.243164
	Iteration 133Q: 3 clusters Score -4353999 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -4354027.500000 Penalty: 5199.243164
	Iteration 134Q: 3 clusters Score -4354028 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -4354049.000000 Penalty: 5199.243164
	Iteration 135Q: 3 clusters Score -4354049 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -4354072.500000 Penalty: 5199.243164
	Iteration 136Q: 3 clusters Score -4354072 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -4354091.500000 Penalty: 5199.243164
	Iteration 137Q: 3 clusters Score -4354092 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -4354116.500000 Penalty: 5199.243164
	Iteration 138Q: 3 clusters Score -4354116 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -4354164.000000 Penalty: 5199.243164
	Iteration 139Q: 3 clusters Score -4354164 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -4354201.500000 Penalty: 5199.243164
	Iteration 140F: 3 clusters Score -4354202 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -4354254.500000 Penalty: 5199.243164
	Iteration 141Q: 3 clusters Score -4354254 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -4354306.000000 Penalty: 5199.243164
	Iteration 142Q: 3 clusters Score -4354306 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -4354335.500000 Penalty: 5199.243164
	Iteration 143Q: 3 clusters Score -4354336 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -4354412.000000 Penalty: 5199.243164
	Iteration 144Q: 3 clusters Score -4354412 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -4354470.500000 Penalty: 5199.243164
	Iteration 145Q: 3 clusters Score -4354470 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -4354554.000000 Penalty: 5199.243164
	Iteration 146Q: 3 clusters Score -4354554 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -4354627.500000 Penalty: 5199.243164
	Iteration 147Q: 3 clusters Score -4354628 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -4354727.000000 Penalty: 5199.243164
	Iteration 148Q: 3 clusters Score -4354727 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -4354832.500000 Penalty: 5199.243164
	Iteration 149Q: 3 clusters Score -4354832 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -4354960.000000 Penalty: 5199.243164
	Iteration 150Q: 3 clusters Score -4354960 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -4355087.000000 Penalty: 5199.243164
	Iteration 151Q: 3 clusters Score -4355087 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -4355181.500000 Penalty: 5199.243164
	Iteration 152Q: 3 clusters Score -4355182 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -4355280.000000 Penalty: 5199.243164
	Iteration 153Q: 3 clusters Score -4355280 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -4355380.500000 Penalty: 5199.243164
	Iteration 154Q: 3 clusters Score -4355380 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -4355448.000000 Penalty: 5199.243164
	Iteration 155Q: 3 clusters Score -4355448 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -4355511.500000 Penalty: 5199.243164
	Iteration 156Q: 3 clusters Score -4355512 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4355577.000000 Penalty: 5199.243164
	Iteration 157Q: 3 clusters Score -4355577 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4355649.500000 Penalty: 5199.243164
	Iteration 158Q: 3 clusters Score -4355650 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4355718.500000 Penalty: 5199.243164
	Iteration 159Q: 3 clusters Score -4355718 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4355782.500000 Penalty: 5199.243164
	Iteration 160F: 3 clusters Score -4355782 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4355821.500000 Penalty: 5199.243164
	Iteration 161Q: 3 clusters Score -4355822 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4355844.500000 Penalty: 5199.243164
	Iteration 162Q: 3 clusters Score -4355844 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4355885.000000 Penalty: 5199.243164
	Iteration 163Q: 3 clusters Score -4355885 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4355909.000000 Penalty: 5199.243164
	Iteration 164Q: 3 clusters Score -4355909 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4355931.500000 Penalty: 5199.243164
	Iteration 165Q: 3 clusters Score -4355932 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4355947.000000 Penalty: 5199.243164
	Iteration 166Q: 3 clusters Score -4355947 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4355959.500000 Penalty: 5199.243164
	Iteration 167Q: 3 clusters Score -4355960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4355983.000000 Penalty: 5199.243164
	Iteration 168Q: 3 clusters Score -4355983 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4356005.000000 Penalty: 5199.243164
	Iteration 169Q: 3 clusters Score -4356005 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4356021.500000 Penalty: 5199.243164
	Iteration 170Q: 3 clusters Score -4356022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4356040.000000 Penalty: 5199.243164
	Iteration 171Q: 3 clusters Score -4356040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4356047.000000 Penalty: 5199.243164
	Iteration 172Q: 3 clusters Score -4356047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4356070.500000 Penalty: 5199.243164
	Iteration 173Q: 3 clusters Score -4356070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4356083.000000 Penalty: 5199.243164
	Iteration 174Q: 3 clusters Score -4356083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4356097.000000 Penalty: 5199.243164
	Iteration 175Q: 3 clusters Score -4356097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4356100.000000 Penalty: 5199.243164
	Iteration 176Q: 3 clusters Score -4356100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4356104.500000 Penalty: 5199.243164
	Iteration 177Q: 3 clusters Score -4356104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4356111.000000 Penalty: 5199.243164
	Iteration 178Q: 3 clusters Score -4356111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4356118.500000 Penalty: 5199.243164
	Iteration 179Q: 3 clusters Score -4356118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4356131.000000 Penalty: 5199.243164
	Iteration 180F: 3 clusters Score -4356131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4356146.000000 Penalty: 5199.243164
	Iteration 181Q: 3 clusters Score -4356146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4356155.500000 Penalty: 5199.243164
	Iteration 182Q: 3 clusters Score -4356156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4356160.500000 Penalty: 5199.243164
	Iteration 183Q: 3 clusters Score -4356160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4356157.000000 Penalty: 5199.243164
	Iteration 184Q: 3 clusters Score -4356157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4356170.000000 Penalty: 5199.243164
	Iteration 185Q: 3 clusters Score -4356170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4356175.000000 Penalty: 5199.243164
	Iteration 186Q: 3 clusters Score -4356175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4356182.000000 Penalty: 5199.243164
	Iteration 187Q: 3 clusters Score -4356182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4356182.000000 Penalty: 5199.243164
	Iteration 188Q: 3 clusters Score -4356182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4356190.500000 Penalty: 5199.243164
	Iteration 189Q: 3 clusters Score -4356190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4356188.000000 Penalty: 5199.243164
	Iteration 190Q: 3 clusters Score -4356188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4356191.500000 Penalty: 5199.243164
	Iteration 191Q: 3 clusters Score -4356192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4356195.000000 Penalty: 5199.243164
	Iteration 192Q: 3 clusters Score -4356195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4356198.500000 Penalty: 5199.243164
	Iteration 193Q: 3 clusters Score -4356198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4356198.000000 Penalty: 5199.243164
	Iteration 194Q: 3 clusters Score -4356198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4356207.000000 Penalty: 5199.243164
	Iteration 195Q: 3 clusters Score -4356207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4356205.000000 Penalty: 5199.243164
	Iteration 196Q: 3 clusters Score -4356205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4356210.000000 Penalty: 5199.243164
	Iteration 197Q: 3 clusters Score -4356210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4356213.500000 Penalty: 5199.243164
	Iteration 198Q: 3 clusters Score -4356214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4356218.000000 Penalty: 5199.243164
	Iteration 199Q: 3 clusters Score -4356218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4356216.000000 Penalty: 5199.243164
	Iteration 200F: 3 clusters Score -4356216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4356221.500000 Penalty: 5199.243164
	Iteration 201Q: 3 clusters Score -4356222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4356221.000000 Penalty: 5199.243164
	Iteration 202Q: 3 clusters Score -4356221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4356220.000000 Penalty: 5199.243164
	Iteration 203Q: 3 clusters Score -4356220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4356230.000000 Penalty: 5199.243164
	Iteration 204Q: 3 clusters Score -4356230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4356233.000000 Penalty: 5199.243164
	Iteration 205Q: 3 clusters Score -4356233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4356240.000000 Penalty: 5199.243164
	Iteration 206Q: 3 clusters Score -4356240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4356250.000000 Penalty: 5199.243164
	Iteration 207Q: 3 clusters Score -4356250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4356251.500000 Penalty: 5199.243164
	Iteration 208Q: 3 clusters Score -4356252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4356253.500000 Penalty: 5199.243164
	Iteration 209Q: 3 clusters Score -4356254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4356253.500000 Penalty: 5199.243164
	Iteration 210Q: 3 clusters Score -4356254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4356253.500000 Penalty: 5199.243164
	Iteration 211F: 3 clusters Score -4356254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -138108.640625 Penalty: 1780.468384
	Iteration 0F: 2 clusters Score -138108.6 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 653 members 
Entering Unmasked Estep 
Score: -136062.250000 Penalty: 3560.936768
	Iteration 0F: 3 clusters Score -136062.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -136758.390625 Penalty: 3560.936768
	Iteration 1F: 3 clusters Score -136758.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -137804.031250 Penalty: 3560.936768
	Iteration 2F: 3 clusters Score -137804 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -138919.390625 Penalty: 3560.936768
	Iteration 3F: 3 clusters Score -138919.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -140115.015625 Penalty: 3560.936768
	Iteration 4F: 3 clusters Score -140115 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -141606.156250 Penalty: 3560.936768
	Iteration 5F: 3 clusters Score -141606.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -143321.046875 Penalty: 3560.936768
	Iteration 6F: 3 clusters Score -143321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -143916.375000 Penalty: 3560.936768
	Iteration 7Q: 3 clusters Score -143916.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -143916.375000 Penalty: 3560.936768
	Iteration 8F: 3 clusters Score -143916.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 24201 members 
Mstep: Class 3 contains 20604 members 
Mstep: Class 4 contains 31177 members 
Mstep: Class 5 contains 99611 members 
Mstep: Class 6 contains 126891 members 
Mstep: Class 7 contains 6329 members 
Mstep: Class 8 contains 169813 members 
Mstep: Class 9 contains 42086 members 
Mstep: Class 10 contains 13674 members 
Mstep: Class 11 contains 9771 members 
Mstep: Class 12 contains 128679 members 
Mstep: Class 13 contains 228423 members 
Mstep: Class 14 contains 35680 members 
Mstep: Class 15 contains 551 members 
Mstep: Class 16 contains 155986 members 
Mstep: Class 17 contains 30220 members 
Mstep: Class 18 contains 16719 members 
Mstep: Class 19 contains 68385 members 
Mstep: Class 20 contains 7569 members 
Mstep: Class 21 contains 38337 members 
Mstep: Class 22 contains 1860 members 
Mstep: Class 23 contains 16793 members 
Mstep: Class 24 contains 761 members 
Entering Unmasked Estep 
Score: -158439552.000000 Penalty: 83939.164062
Splitting cluster 15 changes total score from -158433424.000000 to -158439552.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (155986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155986 members 
Entering Unmasked Estep 
Score: -18906554.000000 Penalty: 2965.465332
	Iteration 0F: 2 clusters Score -1.890655e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78146 members 
Mstep: Class 2 contains 77840 members 
Entering Unmasked Estep 
Score: -18802300.000000 Penalty: 5930.930664
	Iteration 0F: 3 clusters Score -1.88023e+07 nChanged 74500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79926 members 
Mstep: Class 2 contains 76060 members 
Entering Unmasked Estep 
Score: -18845230.000000 Penalty: 5930.930664
	Iteration 1F: 3 clusters Score -1.884523e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81078 members 
Mstep: Class 2 contains 74908 members 
Entering Unmasked Estep 
Score: -18846284.000000 Penalty: 5930.930664
	Iteration 2Q: 3 clusters Score -1.884628e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82821 members 
Mstep: Class 2 contains 73165 members 
Entering Unmasked Estep 
Score: -18847960.000000 Penalty: 5930.930664
	Iteration 3Q: 3 clusters Score -1.884796e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85656 members 
Mstep: Class 2 contains 70330 members 
Entering Unmasked Estep 
Score: -18850556.000000 Penalty: 5930.930664
	Iteration 4Q: 3 clusters Score -1.885056e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90074 members 
Mstep: Class 2 contains 65912 members 
Entering Unmasked Estep 
Score: -18854320.000000 Penalty: 5930.930664
	Iteration 5F: 3 clusters Score -1.885432e+07 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96798 members 
Mstep: Class 2 contains 59188 members 
Entering Unmasked Estep 
Score: -18859462.000000 Penalty: 5930.930664
	Iteration 6F: 3 clusters Score -1.885946e+07 nChanged 11172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105686 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
Score: -18866884.000000 Penalty: 5930.930664
	Iteration 7F: 3 clusters Score -1.886688e+07 nChanged 11672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115968 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -18875812.000000 Penalty: 5930.930664
	Iteration 8F: 3 clusters Score -1.887581e+07 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125652 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -18885168.000000 Penalty: 5930.930664
	Iteration 9F: 3 clusters Score -1.888517e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132753 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -18893704.000000 Penalty: 5930.930664
	Iteration 10Q: 3 clusters Score -1.88937e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136768 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -18898540.000000 Penalty: 5930.930664
	Iteration 11Q: 3 clusters Score -1.889854e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139157 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -18900846.000000 Penalty: 5930.930664
	Iteration 12Q: 3 clusters Score -1.890085e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140882 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -18902054.000000 Penalty: 5930.930664
	Iteration 13Q: 3 clusters Score -1.890205e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142221 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -18902790.000000 Penalty: 5930.930664
	Iteration 14Q: 3 clusters Score -1.890279e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143342 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -18903250.000000 Penalty: 5930.930664
	Iteration 15Q: 3 clusters Score -1.890325e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144250 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -18903560.000000 Penalty: 5930.930664
	Iteration 16Q: 3 clusters Score -1.890356e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145081 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -18903822.000000 Penalty: 5930.930664
	Iteration 17Q: 3 clusters Score -1.890382e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145795 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -18904046.000000 Penalty: 5930.930664
	Iteration 18Q: 3 clusters Score -1.890405e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146415 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -18904258.000000 Penalty: 5930.930664
	Iteration 19Q: 3 clusters Score -1.890426e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146960 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -18904388.000000 Penalty: 5930.930664
	Iteration 20F: 3 clusters Score -1.890439e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147428 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -18904446.000000 Penalty: 5930.930664
	Iteration 21Q: 3 clusters Score -1.890445e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147827 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -18904578.000000 Penalty: 5930.930664
	Iteration 22Q: 3 clusters Score -1.890458e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148159 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -18904574.000000 Penalty: 5930.930664
	Iteration 23Q: 3 clusters Score -1.890457e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148440 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -18904606.000000 Penalty: 5930.930664
	Iteration 24Q: 3 clusters Score -1.890461e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148706 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -18904638.000000 Penalty: 5930.930664
	Iteration 25Q: 3 clusters Score -1.890464e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148946 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -18904706.000000 Penalty: 5930.930664
	Iteration 26Q: 3 clusters Score -1.890471e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149165 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -18904788.000000 Penalty: 5930.930664
	Iteration 27Q: 3 clusters Score -1.890479e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149360 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -18904838.000000 Penalty: 5930.930664
	Iteration 28Q: 3 clusters Score -1.890484e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149533 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -18904888.000000 Penalty: 5930.930664
	Iteration 29Q: 3 clusters Score -1.890489e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149686 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -18904874.000000 Penalty: 5930.930664
	Iteration 30Q: 3 clusters Score -1.890487e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149835 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -18904902.000000 Penalty: 5930.930664
	Iteration 31Q: 3 clusters Score -1.89049e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149966 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -18904952.000000 Penalty: 5930.930664
	Iteration 32Q: 3 clusters Score -1.890495e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150079 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -18904926.000000 Penalty: 5930.930664
	Iteration 33Q: 3 clusters Score -1.890493e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150192 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -18904966.000000 Penalty: 5930.930664
	Iteration 34Q: 3 clusters Score -1.890497e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150284 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -18904980.000000 Penalty: 5930.930664
	Iteration 35Q: 3 clusters Score -1.890498e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150372 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -18905014.000000 Penalty: 5930.930664
	Iteration 36Q: 3 clusters Score -1.890501e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150456 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -18905014.000000 Penalty: 5930.930664
	Iteration 37Q: 3 clusters Score -1.890501e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150519 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -18905016.000000 Penalty: 5930.930664
	Iteration 38Q: 3 clusters Score -1.890502e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150589 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -18905040.000000 Penalty: 5930.930664
	Iteration 39Q: 3 clusters Score -1.890504e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150644 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -18905056.000000 Penalty: 5930.930664
	Iteration 40F: 3 clusters Score -1.890506e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150690 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -18905056.000000 Penalty: 5930.930664
	Iteration 41Q: 3 clusters Score -1.890506e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150726 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -18905040.000000 Penalty: 5930.930664
	Iteration 42Q: 3 clusters Score -1.890504e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150766 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -18905054.000000 Penalty: 5930.930664
	Iteration 43Q: 3 clusters Score -1.890505e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150806 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -18905056.000000 Penalty: 5930.930664
	Iteration 44Q: 3 clusters Score -1.890506e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150843 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -18905064.000000 Penalty: 5930.930664
	Iteration 45Q: 3 clusters Score -1.890506e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150873 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -18905040.000000 Penalty: 5930.930664
	Iteration 46Q: 3 clusters Score -1.890504e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150912 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -18905042.000000 Penalty: 5930.930664
	Iteration 47Q: 3 clusters Score -1.890504e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150944 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -18905046.000000 Penalty: 5930.930664
	Iteration 48Q: 3 clusters Score -1.890505e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150969 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -18905052.000000 Penalty: 5930.930664
	Iteration 49Q: 3 clusters Score -1.890505e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150980 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -18905064.000000 Penalty: 5930.930664
	Iteration 50Q: 3 clusters Score -1.890506e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151000 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -18905066.000000 Penalty: 5930.930664
	Iteration 51Q: 3 clusters Score -1.890507e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151017 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -18905062.000000 Penalty: 5930.930664
	Iteration 52Q: 3 clusters Score -1.890506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151031 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -18905064.000000 Penalty: 5930.930664
	Iteration 53Q: 3 clusters Score -1.890506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151041 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -18905054.000000 Penalty: 5930.930664
	Iteration 54Q: 3 clusters Score -1.890505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151052 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -18905046.000000 Penalty: 5930.930664
	Iteration 55Q: 3 clusters Score -1.890505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151060 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -18905052.000000 Penalty: 5930.930664
	Iteration 56Q: 3 clusters Score -1.890505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151070 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -18905074.000000 Penalty: 5930.930664
	Iteration 57Q: 3 clusters Score -1.890507e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151084 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -18905104.000000 Penalty: 5930.930664
	Iteration 58Q: 3 clusters Score -1.89051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151096 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -18905092.000000 Penalty: 5930.930664
	Iteration 59Q: 3 clusters Score -1.890509e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151110 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -18905082.000000 Penalty: 5930.930664
	Iteration 60F: 3 clusters Score -1.890508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151123 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -18905064.000000 Penalty: 5930.930664
	Iteration 61Q: 3 clusters Score -1.890506e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151139 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -18905074.000000 Penalty: 5930.930664
	Iteration 62Q: 3 clusters Score -1.890507e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151158 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -18905088.000000 Penalty: 5930.930664
	Iteration 63Q: 3 clusters Score -1.890509e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151183 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -18905104.000000 Penalty: 5930.930664
	Iteration 64Q: 3 clusters Score -1.89051e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151219 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -18905118.000000 Penalty: 5930.930664
	Iteration 65Q: 3 clusters Score -1.890512e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151257 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -18905138.000000 Penalty: 5930.930664
	Iteration 66Q: 3 clusters Score -1.890514e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151288 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -18905124.000000 Penalty: 5930.930664
	Iteration 67Q: 3 clusters Score -1.890512e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151311 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -18905124.000000 Penalty: 5930.930664
	Iteration 68Q: 3 clusters Score -1.890512e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151337 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -18905136.000000 Penalty: 5930.930664
	Iteration 69Q: 3 clusters Score -1.890514e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151367 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -18905150.000000 Penalty: 5930.930664
	Iteration 70Q: 3 clusters Score -1.890515e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151387 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -18905134.000000 Penalty: 5930.930664
	Iteration 71Q: 3 clusters Score -1.890513e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151406 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -18905152.000000 Penalty: 5930.930664
	Iteration 72Q: 3 clusters Score -1.890515e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151422 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -18905148.000000 Penalty: 5930.930664
	Iteration 73Q: 3 clusters Score -1.890515e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151446 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -18905118.000000 Penalty: 5930.930664
	Iteration 74Q: 3 clusters Score -1.890512e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151471 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -18905128.000000 Penalty: 5930.930664
	Iteration 75Q: 3 clusters Score -1.890513e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151493 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -18905120.000000 Penalty: 5930.930664
	Iteration 76Q: 3 clusters Score -1.890512e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151506 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -18905108.000000 Penalty: 5930.930664
	Iteration 77Q: 3 clusters Score -1.890511e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151518 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -18905106.000000 Penalty: 5930.930664
	Iteration 78Q: 3 clusters Score -1.890511e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151535 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -18905096.000000 Penalty: 5930.930664
	Iteration 79Q: 3 clusters Score -1.89051e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151550 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -18905118.000000 Penalty: 5930.930664
	Iteration 80F: 3 clusters Score -1.890512e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151570 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -18905110.000000 Penalty: 5930.930664
	Iteration 81Q: 3 clusters Score -1.890511e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151588 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -18905108.000000 Penalty: 5930.930664
	Iteration 82Q: 3 clusters Score -1.890511e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151603 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -18905112.000000 Penalty: 5930.930664
	Iteration 83Q: 3 clusters Score -1.890511e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151622 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -18905118.000000 Penalty: 5930.930664
	Iteration 84Q: 3 clusters Score -1.890512e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151639 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -18905116.000000 Penalty: 5930.930664
	Iteration 85Q: 3 clusters Score -1.890512e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151662 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -18905098.000000 Penalty: 5930.930664
	Iteration 86Q: 3 clusters Score -1.89051e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151684 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -18905122.000000 Penalty: 5930.930664
	Iteration 87Q: 3 clusters Score -1.890512e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151703 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -18905126.000000 Penalty: 5930.930664
	Iteration 88Q: 3 clusters Score -1.890513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151715 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -18905122.000000 Penalty: 5930.930664
	Iteration 89Q: 3 clusters Score -1.890512e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151730 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -18905126.000000 Penalty: 5930.930664
	Iteration 90Q: 3 clusters Score -1.890513e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151746 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -18905120.000000 Penalty: 5930.930664
	Iteration 91Q: 3 clusters Score -1.890512e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151759 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -18905132.000000 Penalty: 5930.930664
	Iteration 92Q: 3 clusters Score -1.890513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151769 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -18905118.000000 Penalty: 5930.930664
	Iteration 93Q: 3 clusters Score -1.890512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151777 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -18905136.000000 Penalty: 5930.930664
	Iteration 94Q: 3 clusters Score -1.890514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151785 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -18905132.000000 Penalty: 5930.930664
	Iteration 95Q: 3 clusters Score -1.890513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151795 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -18905112.000000 Penalty: 5930.930664
	Iteration 96Q: 3 clusters Score -1.890511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151797 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -18905126.000000 Penalty: 5930.930664
	Iteration 97Q: 3 clusters Score -1.890513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151803 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -18905124.000000 Penalty: 5930.930664
	Iteration 98Q: 3 clusters Score -1.890512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151813 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -18905104.000000 Penalty: 5930.930664
	Iteration 99Q: 3 clusters Score -1.89051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151817 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -18905100.000000 Penalty: 5930.930664
	Iteration 100F: 3 clusters Score -1.89051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Entering Unmasked Estep 
Score: -3461331.250000 Penalty: 2558.432373
	Iteration 0F: 2 clusters Score -3461331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -3440583.500000 Penalty: 5116.864746
	Iteration 0F: 3 clusters Score -3440584 nChanged 13604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -3448099.000000 Penalty: 5116.864746
	Iteration 1F: 3 clusters Score -3448099 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -3448804.250000 Penalty: 5116.864746
	Iteration 2F: 3 clusters Score -3448804 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -3449554.250000 Penalty: 5116.864746
	Iteration 3F: 3 clusters Score -3449554 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -3450388.250000 Penalty: 5116.864746
	Iteration 4F: 3 clusters Score -3450388 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -3451249.500000 Penalty: 5116.864746
	Iteration 5F: 3 clusters Score -3451250 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -3452229.250000 Penalty: 5116.864746
	Iteration 6F: 3 clusters Score -3452229 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -3453173.500000 Penalty: 5116.864746
	Iteration 7F: 3 clusters Score -3453174 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -3453954.500000 Penalty: 5116.864746
	Iteration 8Q: 3 clusters Score -3453954 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -3454479.500000 Penalty: 5116.864746
	Iteration 9Q: 3 clusters Score -3454480 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -3454867.750000 Penalty: 5116.864746
	Iteration 10Q: 3 clusters Score -3454868 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -3455168.250000 Penalty: 5116.864746
	Iteration 11Q: 3 clusters Score -3455168 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -3455411.000000 Penalty: 5116.864746
	Iteration 12Q: 3 clusters Score -3455411 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -3455627.500000 Penalty: 5116.864746
	Iteration 13Q: 3 clusters Score -3455628 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -3455883.000000 Penalty: 5116.864746
	Iteration 14Q: 3 clusters Score -3455883 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -3456135.750000 Penalty: 5116.864746
	Iteration 15Q: 3 clusters Score -3456136 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -3456433.250000 Penalty: 5116.864746
	Iteration 16Q: 3 clusters Score -3456433 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3456755.750000 Penalty: 5116.864746
	Iteration 17Q: 3 clusters Score -3456756 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -3457057.500000 Penalty: 5116.864746
	Iteration 18Q: 3 clusters Score -3457058 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -3457385.000000 Penalty: 5116.864746
	Iteration 19Q: 3 clusters Score -3457385 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -3457704.500000 Penalty: 5116.864746
	Iteration 20F: 3 clusters Score -3457704 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -3457980.750000 Penalty: 5116.864746
	Iteration 21Q: 3 clusters Score -3457981 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -3458255.500000 Penalty: 5116.864746
	Iteration 22Q: 3 clusters Score -3458256 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -3458475.500000 Penalty: 5116.864746
	Iteration 23Q: 3 clusters Score -3458476 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -3458695.750000 Penalty: 5116.864746
	Iteration 24Q: 3 clusters Score -3458696 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -3458848.000000 Penalty: 5116.864746
	Iteration 25Q: 3 clusters Score -3458848 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -3458948.250000 Penalty: 5116.864746
	Iteration 26Q: 3 clusters Score -3458948 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -3459036.750000 Penalty: 5116.864746
	Iteration 27Q: 3 clusters Score -3459037 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -3459107.750000 Penalty: 5116.864746
	Iteration 28Q: 3 clusters Score -3459108 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -3459153.500000 Penalty: 5116.864746
	Iteration 29Q: 3 clusters Score -3459154 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -3459168.500000 Penalty: 5116.864746
	Iteration 30Q: 3 clusters Score -3459168 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -3459204.750000 Penalty: 5116.864746
	Iteration 31Q: 3 clusters Score -3459205 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3459222.750000 Penalty: 5116.864746
	Iteration 32Q: 3 clusters Score -3459223 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -3459243.250000 Penalty: 5116.864746
	Iteration 33Q: 3 clusters Score -3459243 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -3459269.750000 Penalty: 5116.864746
	Iteration 34Q: 3 clusters Score -3459270 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -3459296.750000 Penalty: 5116.864746
	Iteration 35Q: 3 clusters Score -3459297 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -3459317.000000 Penalty: 5116.864746
	Iteration 36Q: 3 clusters Score -3459317 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -3459336.500000 Penalty: 5116.864746
	Iteration 37Q: 3 clusters Score -3459336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -3459344.750000 Penalty: 5116.864746
	Iteration 38Q: 3 clusters Score -3459345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -3459359.500000 Penalty: 5116.864746
	Iteration 39Q: 3 clusters Score -3459360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -3459360.500000 Penalty: 5116.864746
	Iteration 40F: 3 clusters Score -3459360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -3459370.250000 Penalty: 5116.864746
	Iteration 41Q: 3 clusters Score -3459370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -3459378.250000 Penalty: 5116.864746
	Iteration 42Q: 3 clusters Score -3459378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -3459385.250000 Penalty: 5116.864746
	Iteration 43Q: 3 clusters Score -3459385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -3459396.500000 Penalty: 5116.864746
	Iteration 44Q: 3 clusters Score -3459396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -3459399.500000 Penalty: 5116.864746
	Iteration 45Q: 3 clusters Score -3459400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -3459408.000000 Penalty: 5116.864746
	Iteration 46Q: 3 clusters Score -3459408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -3459409.750000 Penalty: 5116.864746
	Iteration 47Q: 3 clusters Score -3459410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -3459410.000000 Penalty: 5116.864746
	Iteration 48Q: 3 clusters Score -3459410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -3459407.250000 Penalty: 5116.864746
	Iteration 49Q: 3 clusters Score -3459407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -3459408.250000 Penalty: 5116.864746
	Iteration 50Q: 3 clusters Score -3459408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -3459408.250000 Penalty: 5116.864746
	Iteration 51F: 3 clusters Score -3459408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Entering Unmasked Estep 
Score: -1898315.250000 Penalty: 2411.626709
	Iteration 0F: 2 clusters Score -1898315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1886406.875000 Penalty: 4823.253418
	Iteration 0F: 3 clusters Score -1886407 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1890675.250000 Penalty: 4823.253418
	Iteration 1F: 3 clusters Score -1890675 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1891639.375000 Penalty: 4823.253418
	Iteration 2F: 3 clusters Score -1891639 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1892640.125000 Penalty: 4823.253418
	Iteration 3F: 3 clusters Score -1892640 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1893658.125000 Penalty: 4823.253418
	Iteration 4F: 3 clusters Score -1893658 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1894688.750000 Penalty: 4823.253418
	Iteration 5F: 3 clusters Score -1894689 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1895844.750000 Penalty: 4823.253418
	Iteration 6F: 3 clusters Score -1895845 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1896968.250000 Penalty: 4823.253418
	Iteration 7F: 3 clusters Score -1896968 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1897863.250000 Penalty: 4823.253418
	Iteration 8F: 3 clusters Score -1897863 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1898335.125000 Penalty: 4823.253418
	Iteration 9Q: 3 clusters Score -1898335 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1898559.625000 Penalty: 4823.253418
	Iteration 10Q: 3 clusters Score -1898560 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1898679.750000 Penalty: 4823.253418
	Iteration 11Q: 3 clusters Score -1898680 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1898758.625000 Penalty: 4823.253418
	Iteration 12Q: 3 clusters Score -1898759 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1898793.125000 Penalty: 4823.253418
	Iteration 13Q: 3 clusters Score -1898793 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1898831.250000 Penalty: 4823.253418
	Iteration 14Q: 3 clusters Score -1898831 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1898845.375000 Penalty: 4823.253418
	Iteration 15Q: 3 clusters Score -1898845 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1898855.625000 Penalty: 4823.253418
	Iteration 16Q: 3 clusters Score -1898856 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1898869.125000 Penalty: 4823.253418
	Iteration 17Q: 3 clusters Score -1898869 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1898880.625000 Penalty: 4823.253418
	Iteration 18Q: 3 clusters Score -1898881 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1898889.125000 Penalty: 4823.253418
	Iteration 19Q: 3 clusters Score -1898889 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1898895.875000 Penalty: 4823.253418
	Iteration 20F: 3 clusters Score -1898896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1898895.625000 Penalty: 4823.253418
	Iteration 21Q: 3 clusters Score -1898896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1898898.125000 Penalty: 4823.253418
	Iteration 22Q: 3 clusters Score -1898898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1898901.625000 Penalty: 4823.253418
	Iteration 23Q: 3 clusters Score -1898902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1898899.125000 Penalty: 4823.253418
	Iteration 24Q: 3 clusters Score -1898899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1898904.625000 Penalty: 4823.253418
	Iteration 25Q: 3 clusters Score -1898905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1898903.625000 Penalty: 4823.253418
	Iteration 26Q: 3 clusters Score -1898904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1898901.500000 Penalty: 4823.253418
	Iteration 27Q: 3 clusters Score -1898902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1898903.750000 Penalty: 4823.253418
	Iteration 28Q: 3 clusters Score -1898904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1898903.875000 Penalty: 4823.253418
	Iteration 29Q: 3 clusters Score -1898904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1898904.500000 Penalty: 4823.253418
	Iteration 30Q: 3 clusters Score -1898904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1898905.375000 Penalty: 4823.253418
	Iteration 31Q: 3 clusters Score -1898905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1898903.625000 Penalty: 4823.253418
	Iteration 32Q: 3 clusters Score -1898904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1898903.250000 Penalty: 4823.253418
	Iteration 33Q: 3 clusters Score -1898903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1898903.250000 Penalty: 4823.253418
	Iteration 34F: 3 clusters Score -1898903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 24201 members 
Mstep: Class 3 contains 20604 members 
Mstep: Class 4 contains 31177 members 
Mstep: Class 5 contains 99611 members 
Mstep: Class 6 contains 126891 members 
Mstep: Class 7 contains 6329 members 
Mstep: Class 8 contains 169813 members 
Mstep: Class 9 contains 42086 members 
Mstep: Class 10 contains 13674 members 
Mstep: Class 11 contains 9771 members 
Mstep: Class 12 contains 128679 members 
Mstep: Class 13 contains 228423 members 
Mstep: Class 14 contains 35680 members 
Mstep: Class 15 contains 551 members 
Mstep: Class 16 contains 155986 members 
Mstep: Class 17 contains 30220 members 
Mstep: Class 18 contains 7403 members 
Mstep: Class 19 contains 68385 members 
Mstep: Class 20 contains 7569 members 
Mstep: Class 21 contains 38337 members 
Mstep: Class 22 contains 1860 members 
Mstep: Class 23 contains 16793 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 9316 members 
Entering Unmasked Estep 
Score: -158438720.000000 Penalty: 87436.632812
Splitting cluster 18 changes total score from -158433424.000000 to -158438720.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (68385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68385 members 
Entering Unmasked Estep 
Score: -8385616.500000 Penalty: 2760.961426
	Iteration 0F: 2 clusters Score -8385616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -8339435.500000 Penalty: 5521.922852
	Iteration 0F: 3 clusters Score -8339436 nChanged 31955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -8357826.000000 Penalty: 5521.922852
	Iteration 1F: 3 clusters Score -8357826 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -8358721.500000 Penalty: 5521.922852
	Iteration 2Q: 3 clusters Score -8358722 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -8359857.000000 Penalty: 5521.922852
	Iteration 3Q: 3 clusters Score -8359857 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -8361113.000000 Penalty: 5521.922852
	Iteration 4Q: 3 clusters Score -8361113 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -8362629.000000 Penalty: 5521.922852
	Iteration 5F: 3 clusters Score -8362629 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -8364389.000000 Penalty: 5521.922852
	Iteration 6F: 3 clusters Score -8364389 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -8366080.500000 Penalty: 5521.922852
	Iteration 7F: 3 clusters Score -8366080 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -8367471.000000 Penalty: 5521.922852
	Iteration 8F: 3 clusters Score -8367471 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -8368467.000000 Penalty: 5521.922852
	Iteration 9Q: 3 clusters Score -8368467 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -8369214.000000 Penalty: 5521.922852
	Iteration 10Q: 3 clusters Score -8369214 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -8369703.000000 Penalty: 5521.922852
	Iteration 11Q: 3 clusters Score -8369703 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -8370069.000000 Penalty: 5521.922852
	Iteration 12Q: 3 clusters Score -8370069 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -8370403.000000 Penalty: 5521.922852
	Iteration 13Q: 3 clusters Score -8370403 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -8370646.500000 Penalty: 5521.922852
	Iteration 14Q: 3 clusters Score -8370646 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -8370834.000000 Penalty: 5521.922852
	Iteration 15Q: 3 clusters Score -8370834 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -8371043.500000 Penalty: 5521.922852
	Iteration 16Q: 3 clusters Score -8371044 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -8371278.000000 Penalty: 5521.922852
	Iteration 17Q: 3 clusters Score -8371278 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -8371471.500000 Penalty: 5521.922852
	Iteration 18Q: 3 clusters Score -8371472 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -8371759.000000 Penalty: 5521.922852
	Iteration 19Q: 3 clusters Score -8371759 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -8372073.500000 Penalty: 5521.922852
	Iteration 20F: 3 clusters Score -8372074 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -8372395.500000 Penalty: 5521.922852
	Iteration 21Q: 3 clusters Score -8372396 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -8372751.500000 Penalty: 5521.922852
	Iteration 22Q: 3 clusters Score -8372752 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -8373231.000000 Penalty: 5521.922852
	Iteration 23Q: 3 clusters Score -8373231 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -8373842.000000 Penalty: 5521.922852
	Iteration 24Q: 3 clusters Score -8373842 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -8374582.000000 Penalty: 5521.922852
	Iteration 25Q: 3 clusters Score -8374582 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -8375547.500000 Penalty: 5521.922852
	Iteration 26Q: 3 clusters Score -8375548 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -8376639.000000 Penalty: 5521.922852
	Iteration 27Q: 3 clusters Score -8376639 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -8377745.500000 Penalty: 5521.922852
	Iteration 28Q: 3 clusters Score -8377746 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 58996 members 
Entering Unmasked Estep 
Score: -8378985.500000 Penalty: 5521.922852
	Iteration 29Q: 3 clusters Score -8378986 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 60964 members 
Entering Unmasked Estep 
Score: -8380014.000000 Penalty: 5521.922852
	Iteration 30Q: 3 clusters Score -8380014 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 62618 members 
Entering Unmasked Estep 
Score: -8380970.500000 Penalty: 5521.922852
	Iteration 31Q: 3 clusters Score -8380970 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 63902 members 
Entering Unmasked Estep 
Score: -8381655.000000 Penalty: 5521.922852
	Iteration 32Q: 3 clusters Score -8381655 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -8382148.000000 Penalty: 5521.922852
	Iteration 33Q: 3 clusters Score -8382148 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 65543 members 
Entering Unmasked Estep 
Score: -8382514.500000 Penalty: 5521.922852
	Iteration 34Q: 3 clusters Score -8382514 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 66004 members 
Entering Unmasked Estep 
Score: -8382749.000000 Penalty: 5521.922852
	Iteration 35Q: 3 clusters Score -8382749 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -8382903.000000 Penalty: 5521.922852
	Iteration 36Q: 3 clusters Score -8382903 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 66567 members 
Entering Unmasked Estep 
Score: -8383060.000000 Penalty: 5521.922852
	Iteration 37Q: 3 clusters Score -8383060 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 66749 members 
Entering Unmasked Estep 
Score: -8383149.000000 Penalty: 5521.922852
	Iteration 38Q: 3 clusters Score -8383149 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -8383249.500000 Penalty: 5521.922852
	Iteration 39Q: 3 clusters Score -8383250 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 66980 members 
Entering Unmasked Estep 
Score: -8383327.000000 Penalty: 5521.922852
	Iteration 40F: 3 clusters Score -8383327 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 67045 members 
Entering Unmasked Estep 
Score: -8383347.500000 Penalty: 5521.922852
	Iteration 41Q: 3 clusters Score -8383348 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 67095 members 
Entering Unmasked Estep 
Score: -8383363.500000 Penalty: 5521.922852
	Iteration 42Q: 3 clusters Score -8383364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 67128 members 
Entering Unmasked Estep 
Score: -8383386.500000 Penalty: 5521.922852
	Iteration 43Q: 3 clusters Score -8383386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 67160 members 
Entering Unmasked Estep 
Score: -8383399.000000 Penalty: 5521.922852
	Iteration 44Q: 3 clusters Score -8383399 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 67185 members 
Entering Unmasked Estep 
Score: -8383409.500000 Penalty: 5521.922852
	Iteration 45Q: 3 clusters Score -8383410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 67205 members 
Entering Unmasked Estep 
Score: -8383420.000000 Penalty: 5521.922852
	Iteration 46Q: 3 clusters Score -8383420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 67221 members 
Entering Unmasked Estep 
Score: -8383434.000000 Penalty: 5521.922852
	Iteration 47Q: 3 clusters Score -8383434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 67232 members 
Entering Unmasked Estep 
Score: -8383440.500000 Penalty: 5521.922852
	Iteration 48Q: 3 clusters Score -8383440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 67243 members 
Entering Unmasked Estep 
Score: -8383444.000000 Penalty: 5521.922852
	Iteration 49Q: 3 clusters Score -8383444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 67252 members 
Entering Unmasked Estep 
Score: -8383445.500000 Penalty: 5521.922852
	Iteration 50Q: 3 clusters Score -8383446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 67259 members 
Entering Unmasked Estep 
Score: -8383448.500000 Penalty: 5521.922852
	Iteration 51Q: 3 clusters Score -8383448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 67262 members 
Entering Unmasked Estep 
Score: -8383447.000000 Penalty: 5521.922852
	Iteration 52Q: 3 clusters Score -8383447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 67264 members 
Entering Unmasked Estep 
Score: -8383448.500000 Penalty: 5521.922852
	Iteration 53Q: 3 clusters Score -8383448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 67268 members 
Entering Unmasked Estep 
Score: -8383448.500000 Penalty: 5521.922852
	Iteration 54Q: 3 clusters Score -8383448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 67274 members 
Entering Unmasked Estep 
Score: -8383446.500000 Penalty: 5521.922852
	Iteration 55Q: 3 clusters Score -8383446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 67279 members 
Entering Unmasked Estep 
Score: -8383454.500000 Penalty: 5521.922852
	Iteration 56Q: 3 clusters Score -8383454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 67283 members 
Entering Unmasked Estep 
Score: -8383455.500000 Penalty: 5521.922852
	Iteration 57Q: 3 clusters Score -8383456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 67285 members 
Entering Unmasked Estep 
Score: -8383455.000000 Penalty: 5521.922852
	Iteration 58Q: 3 clusters Score -8383455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 67286 members 
Entering Unmasked Estep 
Score: -8383459.000000 Penalty: 5521.922852
	Iteration 59Q: 3 clusters Score -8383459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 67286 members 
Entering Unmasked Estep 
Score: -8383456.000000 Penalty: 5521.922852
	Iteration 60F: 3 clusters Score -8383456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 67289 members 
Entering Unmasked Estep 
Score: -8383462.500000 Penalty: 5521.922852
	Iteration 61Q: 3 clusters Score -8383462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 67298 members 
Entering Unmasked Estep 
Score: -8383476.000000 Penalty: 5521.922852
	Iteration 62Q: 3 clusters Score -8383476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 67301 members 
Entering Unmasked Estep 
Score: -8383472.000000 Penalty: 5521.922852
	Iteration 63Q: 3 clusters Score -8383472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 67305 members 
Entering Unmasked Estep 
Score: -8383475.500000 Penalty: 5521.922852
	Iteration 64Q: 3 clusters Score -8383476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 67311 members 
Entering Unmasked Estep 
Score: -8383476.500000 Penalty: 5521.922852
	Iteration 65Q: 3 clusters Score -8383476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 67316 members 
Entering Unmasked Estep 
Score: -8383483.000000 Penalty: 5521.922852
	Iteration 66Q: 3 clusters Score -8383483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 67320 members 
Entering Unmasked Estep 
Score: -8383481.500000 Penalty: 5521.922852
	Iteration 67Q: 3 clusters Score -8383482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 67321 members 
Entering Unmasked Estep 
Score: -8383483.000000 Penalty: 5521.922852
	Iteration 68Q: 3 clusters Score -8383483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 67323 members 
Entering Unmasked Estep 
Score: -8383488.500000 Penalty: 5521.922852
	Iteration 69Q: 3 clusters Score -8383488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 67326 members 
Entering Unmasked Estep 
Score: -8383491.000000 Penalty: 5521.922852
	Iteration 70Q: 3 clusters Score -8383491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 67330 members 
Entering Unmasked Estep 
Score: -8383490.000000 Penalty: 5521.922852
	Iteration 71Q: 3 clusters Score -8383490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 67331 members 
Entering Unmasked Estep 
Score: -8383491.500000 Penalty: 5521.922852
	Iteration 72Q: 3 clusters Score -8383492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 67332 members 
Entering Unmasked Estep 
Score: -8383490.000000 Penalty: 5521.922852
	Iteration 73Q: 3 clusters Score -8383490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 67332 members 
Entering Unmasked Estep 
Score: -8383490.000000 Penalty: 5521.922852
	Iteration 74F: 3 clusters Score -8383490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Entering Unmasked Estep 
Score: -908942.375000 Penalty: 2215.090332
	Iteration 0F: 2 clusters Score -908942.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -902758.875000 Penalty: 4430.180664
	Iteration 0F: 3 clusters Score -902758.9 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -904472.250000 Penalty: 4430.180664
	Iteration 1F: 3 clusters Score -904472.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -904727.562500 Penalty: 4430.180664
	Iteration 2F: 3 clusters Score -904727.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -904904.750000 Penalty: 4430.180664
	Iteration 3Q: 3 clusters Score -904904.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -905030.812500 Penalty: 4430.180664
	Iteration 4Q: 3 clusters Score -905030.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -905120.500000 Penalty: 4430.180664
	Iteration 5Q: 3 clusters Score -905120.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -905201.875000 Penalty: 4430.180664
	Iteration 6Q: 3 clusters Score -905201.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -905269.437500 Penalty: 4430.180664
	Iteration 7Q: 3 clusters Score -905269.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -905322.562500 Penalty: 4430.180664
	Iteration 8Q: 3 clusters Score -905322.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -905375.937500 Penalty: 4430.180664
	Iteration 9Q: 3 clusters Score -905375.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -905421.062500 Penalty: 4430.180664
	Iteration 10Q: 3 clusters Score -905421.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -905471.500000 Penalty: 4430.180664
	Iteration 11Q: 3 clusters Score -905471.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -905522.187500 Penalty: 4430.180664
	Iteration 12Q: 3 clusters Score -905522.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -905561.562500 Penalty: 4430.180664
	Iteration 13Q: 3 clusters Score -905561.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -905600.750000 Penalty: 4430.180664
	Iteration 14Q: 3 clusters Score -905600.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -905633.500000 Penalty: 4430.180664
	Iteration 15Q: 3 clusters Score -905633.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -905668.687500 Penalty: 4430.180664
	Iteration 16Q: 3 clusters Score -905668.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -905695.750000 Penalty: 4430.180664
	Iteration 17Q: 3 clusters Score -905695.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -905731.375000 Penalty: 4430.180664
	Iteration 18Q: 3 clusters Score -905731.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -905760.937500 Penalty: 4430.180664
	Iteration 19Q: 3 clusters Score -905760.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -905789.812500 Penalty: 4430.180664
	Iteration 20F: 3 clusters Score -905789.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -905825.625000 Penalty: 4430.180664
	Iteration 21Q: 3 clusters Score -905825.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -905860.500000 Penalty: 4430.180664
	Iteration 22Q: 3 clusters Score -905860.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -905893.875000 Penalty: 4430.180664
	Iteration 23Q: 3 clusters Score -905893.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -905929.750000 Penalty: 4430.180664
	Iteration 24Q: 3 clusters Score -905929.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -905967.375000 Penalty: 4430.180664
	Iteration 25Q: 3 clusters Score -905967.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -906015.312500 Penalty: 4430.180664
	Iteration 26Q: 3 clusters Score -906015.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -906068.875000 Penalty: 4430.180664
	Iteration 27Q: 3 clusters Score -906068.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -906117.500000 Penalty: 4430.180664
	Iteration 28Q: 3 clusters Score -906117.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -906164.562500 Penalty: 4430.180664
	Iteration 29Q: 3 clusters Score -906164.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -906212.625000 Penalty: 4430.180664
	Iteration 30Q: 3 clusters Score -906212.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -906271.062500 Penalty: 4430.180664
	Iteration 31Q: 3 clusters Score -906271.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -906343.000000 Penalty: 4430.180664
	Iteration 32Q: 3 clusters Score -906343 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -906424.312500 Penalty: 4430.180664
	Iteration 33Q: 3 clusters Score -906424.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -906492.812500 Penalty: 4430.180664
	Iteration 34Q: 3 clusters Score -906492.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -906557.687500 Penalty: 4430.180664
	Iteration 35Q: 3 clusters Score -906557.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -906618.187500 Penalty: 4430.180664
	Iteration 36Q: 3 clusters Score -906618.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -906690.875000 Penalty: 4430.180664
	Iteration 37Q: 3 clusters Score -906690.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -906750.562500 Penalty: 4430.180664
	Iteration 38Q: 3 clusters Score -906750.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -906795.812500 Penalty: 4430.180664
	Iteration 39Q: 3 clusters Score -906795.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -906835.250000 Penalty: 4430.180664
	Iteration 40F: 3 clusters Score -906835.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -906872.625000 Penalty: 4430.180664
	Iteration 41Q: 3 clusters Score -906872.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -906915.250000 Penalty: 4430.180664
	Iteration 42Q: 3 clusters Score -906915.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -906953.750000 Penalty: 4430.180664
	Iteration 43Q: 3 clusters Score -906953.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -906983.750000 Penalty: 4430.180664
	Iteration 44Q: 3 clusters Score -906983.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -906999.000000 Penalty: 4430.180664
	Iteration 45Q: 3 clusters Score -906999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -907010.187500 Penalty: 4430.180664
	Iteration 46Q: 3 clusters Score -907010.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -907023.000000 Penalty: 4430.180664
	Iteration 47Q: 3 clusters Score -907023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -907031.000000 Penalty: 4430.180664
	Iteration 48Q: 3 clusters Score -907031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -907038.500000 Penalty: 4430.180664
	Iteration 49Q: 3 clusters Score -907038.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -907051.875000 Penalty: 4430.180664
	Iteration 50Q: 3 clusters Score -907051.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -907060.187500 Penalty: 4430.180664
	Iteration 51Q: 3 clusters Score -907060.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -907064.937500 Penalty: 4430.180664
	Iteration 52Q: 3 clusters Score -907064.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -907067.937500 Penalty: 4430.180664
	Iteration 53Q: 3 clusters Score -907067.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -907069.812500 Penalty: 4430.180664
	Iteration 54Q: 3 clusters Score -907069.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -907069.625000 Penalty: 4430.180664
	Iteration 55Q: 3 clusters Score -907069.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -907070.000000 Penalty: 4430.180664
	Iteration 56Q: 3 clusters Score -907070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -907073.687500 Penalty: 4430.180664
	Iteration 57Q: 3 clusters Score -907073.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -907073.187500 Penalty: 4430.180664
	Iteration 58Q: 3 clusters Score -907073.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -907073.187500 Penalty: 4430.180664
	Iteration 59F: 3 clusters Score -907073.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Entering Unmasked Estep 
Score: -4694373.000000 Penalty: 2617.434326
	Iteration 0F: 2 clusters Score -4694373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -4668599.000000 Penalty: 5234.868652
	Iteration 0F: 3 clusters Score -4668599 nChanged 17516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -4678799.500000 Penalty: 5234.868652
	Iteration 1F: 3 clusters Score -4678800 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -4680200.000000 Penalty: 5234.868652
	Iteration 2F: 3 clusters Score -4680200 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -4682009.500000 Penalty: 5234.868652
	Iteration 3F: 3 clusters Score -4682010 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -4683971.500000 Penalty: 5234.868652
	Iteration 4F: 3 clusters Score -4683972 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -4685734.000000 Penalty: 5234.868652
	Iteration 5F: 3 clusters Score -4685734 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -4687284.500000 Penalty: 5234.868652
	Iteration 6F: 3 clusters Score -4687284 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -4688560.000000 Penalty: 5234.868652
	Iteration 7F: 3 clusters Score -4688560 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -4689530.000000 Penalty: 5234.868652
	Iteration 8Q: 3 clusters Score -4689530 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -4690327.000000 Penalty: 5234.868652
	Iteration 9Q: 3 clusters Score -4690327 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -4690959.500000 Penalty: 5234.868652
	Iteration 10Q: 3 clusters Score -4690960 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -4691369.000000 Penalty: 5234.868652
	Iteration 11Q: 3 clusters Score -4691369 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4691686.000000 Penalty: 5234.868652
	Iteration 12Q: 3 clusters Score -4691686 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4691899.000000 Penalty: 5234.868652
	Iteration 13Q: 3 clusters Score -4691899 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4692064.500000 Penalty: 5234.868652
	Iteration 14Q: 3 clusters Score -4692064 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4692159.500000 Penalty: 5234.868652
	Iteration 15Q: 3 clusters Score -4692160 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4692226.500000 Penalty: 5234.868652
	Iteration 16Q: 3 clusters Score -4692226 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4692271.000000 Penalty: 5234.868652
	Iteration 17Q: 3 clusters Score -4692271 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4692291.000000 Penalty: 5234.868652
	Iteration 18Q: 3 clusters Score -4692291 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4692306.000000 Penalty: 5234.868652
	Iteration 19Q: 3 clusters Score -4692306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4692312.000000 Penalty: 5234.868652
	Iteration 20F: 3 clusters Score -4692312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4692316.000000 Penalty: 5234.868652
	Iteration 21Q: 3 clusters Score -4692316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4692321.500000 Penalty: 5234.868652
	Iteration 22Q: 3 clusters Score -4692322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4692323.000000 Penalty: 5234.868652
	Iteration 23Q: 3 clusters Score -4692323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4692322.000000 Penalty: 5234.868652
	Iteration 24Q: 3 clusters Score -4692322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4692325.000000 Penalty: 5234.868652
	Iteration 25Q: 3 clusters Score -4692325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4692324.000000 Penalty: 5234.868652
	Iteration 26Q: 3 clusters Score -4692324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4692325.000000 Penalty: 5234.868652
	Iteration 27Q: 3 clusters Score -4692325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4692329.500000 Penalty: 5234.868652
	Iteration 28Q: 3 clusters Score -4692330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4692325.000000 Penalty: 5234.868652
	Iteration 29Q: 3 clusters Score -4692325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4692328.500000 Penalty: 5234.868652
	Iteration 30Q: 3 clusters Score -4692328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4692331.000000 Penalty: 5234.868652
	Iteration 31Q: 3 clusters Score -4692331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4692333.500000 Penalty: 5234.868652
	Iteration 32Q: 3 clusters Score -4692334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4692333.500000 Penalty: 5234.868652
	Iteration 33F: 3 clusters Score -4692334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Entering Unmasked Estep 
Score: -193837.203125 Penalty: 1867.026245
	Iteration 0F: 2 clusters Score -193837.2 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 933 members 
Entering Unmasked Estep 
Score: -191480.921875 Penalty: 3734.052490
	Iteration 0F: 3 clusters Score -191480.9 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -192596.531250 Penalty: 3734.052490
	Iteration 1F: 3 clusters Score -192596.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -194083.609375 Penalty: 3734.052490
	Iteration 2F: 3 clusters Score -194083.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -196747.250000 Penalty: 3734.052490
	Iteration 3F: 3 clusters Score -196747.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -199286.484375 Penalty: 3734.052490
	Iteration 4F: 3 clusters Score -199286.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -199631.984375 Penalty: 3734.052490
	Iteration 5Q: 3 clusters Score -199632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -199721.562500 Penalty: 3734.052490
	Iteration 6Q: 3 clusters Score -199721.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -199758.953125 Penalty: 3734.052490
	Iteration 7Q: 3 clusters Score -199759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -199782.015625 Penalty: 3734.052490
	Iteration 8Q: 3 clusters Score -199782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -199809.546875 Penalty: 3734.052490
	Iteration 9Q: 3 clusters Score -199809.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -199809.546875 Penalty: 3734.052490
	Iteration 10F: 3 clusters Score -199809.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 24201 members 
Mstep: Class 3 contains 20604 members 
Mstep: Class 4 contains 31177 members 
Mstep: Class 5 contains 99611 members 
Mstep: Class 6 contains 126891 members 
Mstep: Class 7 contains 6329 members 
Mstep: Class 8 contains 169813 members 
Mstep: Class 9 contains 42086 members 
Mstep: Class 10 contains 13674 members 
Mstep: Class 11 contains 9771 members 
Mstep: Class 12 contains 128679 members 
Mstep: Class 13 contains 228423 members 
Mstep: Class 14 contains 35680 members 
Mstep: Class 15 contains 551 members 
Mstep: Class 16 contains 155986 members 
Mstep: Class 17 contains 30220 members 
Mstep: Class 18 contains 7403 members 
Mstep: Class 19 contains 68385 members 
Mstep: Class 20 contains 7569 members 
Mstep: Class 21 contains 38337 members 
Mstep: Class 22 contains 1596 members 
Mstep: Class 23 contains 16793 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 9316 members 
Mstep: Class 26 contains 264 members 
Entering Unmasked Estep 
Score: -158443024.000000 Penalty: 90934.093750
Splitting cluster 22 changes total score from -158433424.000000 to -158443024.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 24201 members 
Mstep: Class 3 contains 20604 members 
Mstep: Class 4 contains 31177 members 
Mstep: Class 5 contains 99611 members 
Mstep: Class 6 contains 126891 members 
Mstep: Class 7 contains 6329 members 
Mstep: Class 8 contains 169813 members 
Mstep: Class 9 contains 42086 members 
Mstep: Class 10 contains 13674 members 
Mstep: Class 11 contains 9771 members 
Mstep: Class 12 contains 128679 members 
Mstep: Class 13 contains 228423 members 
Mstep: Class 14 contains 35680 members 
Mstep: Class 15 contains 551 members 
Mstep: Class 16 contains 155986 members 
Mstep: Class 17 contains 30220 members 
Mstep: Class 18 contains 7403 members 
Mstep: Class 19 contains 68385 members 
Mstep: Class 20 contains 7569 members 
Mstep: Class 21 contains 38337 members 
Mstep: Class 22 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158446880.000000 Penalty: 90934.093750
Iteration 79Q: 27 clusters Score -1.584469e+08 nChanged 12327
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 24308 members 
Mstep: Class 3 contains 20922 members 
Mstep: Class 4 contains 31161 members 
Mstep: Class 5 contains 99401 members 
Mstep: Class 6 contains 126830 members 
Mstep: Class 7 contains 6333 members 
Mstep: Class 8 contains 170521 members 
Mstep: Class 9 contains 42708 members 
Mstep: Class 10 contains 13509 members 
Mstep: Class 11 contains 9791 members 
Mstep: Class 12 contains 126695 members 
Mstep: Class 13 contains 229146 members 
Mstep: Class 14 contains 35599 members 
Mstep: Class 15 contains 668 members 
Mstep: Class 16 contains 155978 members 
Mstep: Class 17 contains 30270 members 
Mstep: Class 18 contains 7838 members 
Mstep: Class 19 contains 68550 members 
Mstep: Class 20 contains 7552 members 
Mstep: Class 21 contains 38349 members 
Mstep: Class 22 contains 1613 members 
Mstep: Class 23 contains 16407 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 8480 members 
Mstep: Class 26 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158450096.000000 Penalty: 90934.093750
Iteration 80F: 27 clusters Score -1.584501e+08 nChanged 10296
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 58865 members 
Mstep: Class 2 contains 24275 members 
Mstep: Class 3 contains 20772 members 
Mstep: Class 4 contains 31102 members 
Mstep: Class 5 contains 99243 members 
Mstep: Class 6 contains 126742 members 
Mstep: Class 7 contains 6334 members 
Mstep: Class 8 contains 170953 members 
Mstep: Class 9 contains 42800 members 
Mstep: Class 10 contains 13336 members 
Mstep: Class 11 contains 9808 members 
Mstep: Class 12 contains 124839 members 
Mstep: Class 13 contains 229344 members 
Mstep: Class 14 contains 35501 members 
Mstep: Class 15 contains 714 members 
Mstep: Class 16 contains 155768 members 
Mstep: Class 17 contains 30218 members 
Mstep: Class 18 contains 8155 members 
Mstep: Class 19 contains 68470 members 
Mstep: Class 20 contains 7540 members 
Mstep: Class 21 contains 38342 members 
Mstep: Class 22 contains 1613 members 
Mstep: Class 23 contains 17525 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 9361 members 
Mstep: Class 26 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158451232.000000 Penalty: 90934.093750
Iteration 81Q: 27 clusters Score -1.584512e+08 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 58682 members 
Mstep: Class 2 contains 24246 members 
Mstep: Class 3 contains 20627 members 
Mstep: Class 4 contains 31054 members 
Mstep: Class 5 contains 99146 members 
Mstep: Class 6 contains 126679 members 
Mstep: Class 7 contains 6354 members 
Mstep: Class 8 contains 171468 members 
Mstep: Class 9 contains 42914 members 
Mstep: Class 10 contains 13165 members 
Mstep: Class 11 contains 9805 members 
Mstep: Class 12 contains 123354 members 
Mstep: Class 13 contains 229558 members 
Mstep: Class 14 contains 35408 members 
Mstep: Class 15 contains 723 members 
Mstep: Class 16 contains 155611 members 
Mstep: Class 17 contains 30189 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 68391 members 
Mstep: Class 20 contains 7552 members 
Mstep: Class 21 contains 38320 members 
Mstep: Class 22 contains 1613 members 
Mstep: Class 23 contains 18379 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 10001 members 
Mstep: Class 26 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158451808.000000 Penalty: 90934.093750
Iteration 82Q: 27 clusters Score -1.584518e+08 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 24234 members 
Mstep: Class 3 contains 20451 members 
Mstep: Class 4 contains 31002 members 
Mstep: Class 5 contains 99073 members 
Mstep: Class 6 contains 126662 members 
Mstep: Class 7 contains 6394 members 
Mstep: Class 8 contains 172011 members 
Mstep: Class 9 contains 43017 members 
Mstep: Class 10 contains 13042 members 
Mstep: Class 11 contains 9813 members 
Mstep: Class 12 contains 121982 members 
Mstep: Class 13 contains 229795 members 
Mstep: Class 14 contains 35352 members 
Mstep: Class 15 contains 732 members 
Mstep: Class 16 contains 155482 members 
Mstep: Class 17 contains 30138 members 
Mstep: Class 18 contains 8526 members 
Mstep: Class 19 contains 68315 members 
Mstep: Class 20 contains 7578 members 
Mstep: Class 21 contains 38306 members 
Mstep: Class 22 contains 1613 members 
Mstep: Class 23 contains 19177 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158452208.000000 Penalty: 90934.093750
Iteration 83Q: 27 clusters Score -1.584522e+08 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 58185 members 
Mstep: Class 2 contains 24226 members 
Mstep: Class 3 contains 20300 members 
Mstep: Class 4 contains 30962 members 
Mstep: Class 5 contains 99041 members 
Mstep: Class 6 contains 126628 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 172545 members 
Mstep: Class 9 contains 43062 members 
Mstep: Class 10 contains 12940 members 
Mstep: Class 11 contains 9819 members 
Mstep: Class 12 contains 120760 members 
Mstep: Class 13 contains 229942 members 
Mstep: Class 14 contains 35285 members 
Mstep: Class 15 contains 733 members 
Mstep: Class 16 contains 155369 members 
Mstep: Class 17 contains 30074 members 
Mstep: Class 18 contains 8642 members 
Mstep: Class 19 contains 68270 members 
Mstep: Class 20 contains 7613 members 
Mstep: Class 21 contains 38300 members 
Mstep: Class 22 contains 1613 members 
Mstep: Class 23 contains 19980 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 10895 members 
Mstep: Class 26 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158452560.000000 Penalty: 90934.093750
Iteration 84Q: 27 clusters Score -1.584526e+08 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 57936 members 
Mstep: Class 2 contains 24207 members 
Mstep: Class 3 contains 20127 members 
Mstep: Class 4 contains 30916 members 
Mstep: Class 5 contains 99017 members 
Mstep: Class 6 contains 126610 members 
Mstep: Class 7 contains 6462 members 
Mstep: Class 8 contains 173032 members 
Mstep: Class 9 contains 43062 members 
Mstep: Class 10 contains 12850 members 
Mstep: Class 11 contains 9834 members 
Mstep: Class 12 contains 119636 members 
Mstep: Class 13 contains 230103 members 
Mstep: Class 14 contains 35242 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 155275 members 
Mstep: Class 17 contains 30033 members 
Mstep: Class 18 contains 8722 members 
Mstep: Class 19 contains 68242 members 
Mstep: Class 20 contains 7648 members 
Mstep: Class 21 contains 38293 members 
Mstep: Class 22 contains 1613 members 
Mstep: Class 23 contains 20757 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 11268 members 
Mstep: Class 26 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158452752.000000 Penalty: 90934.093750
Iteration 85Q: 27 clusters Score -1.584528e+08 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 57656 members 
Mstep: Class 2 contains 24180 members 
Mstep: Class 3 contains 19952 members 
Mstep: Class 4 contains 30881 members 
Mstep: Class 5 contains 98999 members 
Mstep: Class 6 contains 126594 members 
Mstep: Class 7 contains 6503 members 
Mstep: Class 8 contains 173519 members 
Mstep: Class 9 contains 43097 members 
Mstep: Class 10 contains 12778 members 
Mstep: Class 11 contains 9845 members 
Mstep: Class 12 contains 118646 members 
Mstep: Class 13 contains 230240 members 
Mstep: Class 14 contains 35200 members 
Mstep: Class 15 contains 739 members 
Mstep: Class 16 contains 155219 members 
Mstep: Class 17 contains 29994 members 
Mstep: Class 18 contains 8786 members 
Mstep: Class 19 contains 68202 members 
Mstep: Class 20 contains 7683 members 
Mstep: Class 21 contains 38295 members 
Mstep: Class 22 contains 1614 members 
Mstep: Class 23 contains 21451 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 11548 members 
Mstep: Class 26 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158453520.000000 Penalty: 90934.093750
Iteration 86Q: 27 clusters Score -1.584535e+08 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 57407 members 
Mstep: Class 2 contains 24141 members 
Mstep: Class 3 contains 19782 members 
Mstep: Class 4 contains 30864 members 
Mstep: Class 5 contains 98976 members 
Mstep: Class 6 contains 126569 members 
Mstep: Class 7 contains 6538 members 
Mstep: Class 8 contains 173987 members 
Mstep: Class 9 contains 43137 members 
Mstep: Class 10 contains 12701 members 
Mstep: Class 11 contains 9865 members 
Mstep: Class 12 contains 117756 members 
Mstep: Class 13 contains 230410 members 
Mstep: Class 14 contains 35176 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 155166 members 
Mstep: Class 17 contains 29956 members 
Mstep: Class 18 contains 8828 members 
Mstep: Class 19 contains 68140 members 
Mstep: Class 20 contains 7702 members 
Mstep: Class 21 contains 38304 members 
Mstep: Class 22 contains 1615 members 
Mstep: Class 23 contains 22078 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 11782 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158453488.000000 Penalty: 90934.093750
Iteration 87Q: 27 clusters Score -1.584535e+08 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 57199 members 
Mstep: Class 2 contains 24094 members 
Mstep: Class 3 contains 19609 members 
Mstep: Class 4 contains 30840 members 
Mstep: Class 5 contains 98969 members 
Mstep: Class 6 contains 126541 members 
Mstep: Class 7 contains 6562 members 
Mstep: Class 8 contains 174439 members 
Mstep: Class 9 contains 43181 members 
Mstep: Class 10 contains 12632 members 
Mstep: Class 11 contains 9868 members 
Mstep: Class 12 contains 116989 members 
Mstep: Class 13 contains 230565 members 
Mstep: Class 14 contains 35130 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 155103 members 
Mstep: Class 17 contains 29927 members 
Mstep: Class 18 contains 8854 members 
Mstep: Class 19 contains 68092 members 
Mstep: Class 20 contains 7732 members 
Mstep: Class 21 contains 38312 members 
Mstep: Class 22 contains 1615 members 
Mstep: Class 23 contains 22621 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 12006 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158454400.000000 Penalty: 90934.093750
Iteration 88Q: 27 clusters Score -1.584544e+08 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 57006 members 
Mstep: Class 2 contains 24059 members 
Mstep: Class 3 contains 19470 members 
Mstep: Class 4 contains 30821 members 
Mstep: Class 5 contains 98961 members 
Mstep: Class 6 contains 126521 members 
Mstep: Class 7 contains 6582 members 
Mstep: Class 8 contains 174808 members 
Mstep: Class 9 contains 43240 members 
Mstep: Class 10 contains 12576 members 
Mstep: Class 11 contains 9869 members 
Mstep: Class 12 contains 116286 members 
Mstep: Class 13 contains 230722 members 
Mstep: Class 14 contains 35073 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 155068 members 
Mstep: Class 17 contains 29921 members 
Mstep: Class 18 contains 8880 members 
Mstep: Class 19 contains 68049 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 38314 members 
Mstep: Class 22 contains 1615 members 
Mstep: Class 23 contains 23117 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 12157 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158454576.000000 Penalty: 90934.093750
Iteration 89Q: 27 clusters Score -1.584546e+08 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 24037 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 30803 members 
Mstep: Class 5 contains 98950 members 
Mstep: Class 6 contains 126506 members 
Mstep: Class 7 contains 6599 members 
Mstep: Class 8 contains 175138 members 
Mstep: Class 9 contains 43284 members 
Mstep: Class 10 contains 12518 members 
Mstep: Class 11 contains 9871 members 
Mstep: Class 12 contains 115655 members 
Mstep: Class 13 contains 230850 members 
Mstep: Class 14 contains 35024 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 155044 members 
Mstep: Class 17 contains 29909 members 
Mstep: Class 18 contains 8917 members 
Mstep: Class 19 contains 68009 members 
Mstep: Class 20 contains 7780 members 
Mstep: Class 21 contains 38321 members 
Mstep: Class 22 contains 1615 members 
Mstep: Class 23 contains 23582 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 12316 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158454304.000000 Penalty: 90934.093750
Iteration 90Q: 27 clusters Score -1.584543e+08 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 56682 members 
Mstep: Class 2 contains 24004 members 
Mstep: Class 3 contains 19188 members 
Mstep: Class 4 contains 30789 members 
Mstep: Class 5 contains 98944 members 
Mstep: Class 6 contains 126494 members 
Mstep: Class 7 contains 6610 members 
Mstep: Class 8 contains 175352 members 
Mstep: Class 9 contains 43334 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 9872 members 
Mstep: Class 12 contains 115166 members 
Mstep: Class 13 contains 230995 members 
Mstep: Class 14 contains 34982 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 155016 members 
Mstep: Class 17 contains 29895 members 
Mstep: Class 18 contains 8937 members 
Mstep: Class 19 contains 67966 members 
Mstep: Class 20 contains 7803 members 
Mstep: Class 21 contains 38325 members 
Mstep: Class 22 contains 1615 members 
Mstep: Class 23 contains 23995 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 12442 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158454896.000000 Penalty: 90934.093750
Iteration 91Q: 27 clusters Score -1.584549e+08 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 56583 members 
Mstep: Class 2 contains 23962 members 
Mstep: Class 3 contains 19078 members 
Mstep: Class 4 contains 30776 members 
Mstep: Class 5 contains 98935 members 
Mstep: Class 6 contains 126480 members 
Mstep: Class 7 contains 6622 members 
Mstep: Class 8 contains 175499 members 
Mstep: Class 9 contains 43352 members 
Mstep: Class 10 contains 12429 members 
Mstep: Class 11 contains 9880 members 
Mstep: Class 12 contains 114776 members 
Mstep: Class 13 contains 231102 members 
Mstep: Class 14 contains 34943 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 154990 members 
Mstep: Class 17 contains 29891 members 
Mstep: Class 18 contains 8946 members 
Mstep: Class 19 contains 67940 members 
Mstep: Class 20 contains 7840 members 
Mstep: Class 21 contains 38329 members 
Mstep: Class 22 contains 1615 members 
Mstep: Class 23 contains 24373 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 12539 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158455184.000000 Penalty: 90934.093750
Iteration 92Q: 27 clusters Score -1.584552e+08 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 23934 members 
Mstep: Class 3 contains 18979 members 
Mstep: Class 4 contains 30760 members 
Mstep: Class 5 contains 98928 members 
Mstep: Class 6 contains 126468 members 
Mstep: Class 7 contains 6629 members 
Mstep: Class 8 contains 175608 members 
Mstep: Class 9 contains 43358 members 
Mstep: Class 10 contains 12387 members 
Mstep: Class 11 contains 9892 members 
Mstep: Class 12 contains 114436 members 
Mstep: Class 13 contains 231192 members 
Mstep: Class 14 contains 34912 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 154977 members 
Mstep: Class 17 contains 29888 members 
Mstep: Class 18 contains 8953 members 
Mstep: Class 19 contains 67923 members 
Mstep: Class 20 contains 7875 members 
Mstep: Class 21 contains 38334 members 
Mstep: Class 22 contains 1615 members 
Mstep: Class 23 contains 24714 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 12619 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158455216.000000 Penalty: 90934.093750
Iteration 93Q: 27 clusters Score -1.584552e+08 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 56428 members 
Mstep: Class 2 contains 23904 members 
Mstep: Class 3 contains 18884 members 
Mstep: Class 4 contains 30744 members 
Mstep: Class 5 contains 98924 members 
Mstep: Class 6 contains 126461 members 
Mstep: Class 7 contains 6631 members 
Mstep: Class 8 contains 175706 members 
Mstep: Class 9 contains 43353 members 
Mstep: Class 10 contains 12332 members 
Mstep: Class 11 contains 9905 members 
Mstep: Class 12 contains 114162 members 
Mstep: Class 13 contains 231297 members 
Mstep: Class 14 contains 34886 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 154943 members 
Mstep: Class 17 contains 29901 members 
Mstep: Class 18 contains 8965 members 
Mstep: Class 19 contains 67898 members 
Mstep: Class 20 contains 7909 members 
Mstep: Class 21 contains 38340 members 
Mstep: Class 22 contains 1615 members 
Mstep: Class 23 contains 24999 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 12693 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158455632.000000 Penalty: 90934.093750
Iteration 94Q: 27 clusters Score -1.584556e+08 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 56364 members 
Mstep: Class 2 contains 23896 members 
Mstep: Class 3 contains 18786 members 
Mstep: Class 4 contains 30731 members 
Mstep: Class 5 contains 98928 members 
Mstep: Class 6 contains 126451 members 
Mstep: Class 7 contains 6632 members 
Mstep: Class 8 contains 175826 members 
Mstep: Class 9 contains 43390 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 9912 members 
Mstep: Class 12 contains 113846 members 
Mstep: Class 13 contains 231387 members 
Mstep: Class 14 contains 34873 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 154923 members 
Mstep: Class 17 contains 29901 members 
Mstep: Class 18 contains 8975 members 
Mstep: Class 19 contains 67872 members 
Mstep: Class 20 contains 7931 members 
Mstep: Class 21 contains 38341 members 
Mstep: Class 22 contains 1615 members 
Mstep: Class 23 contains 25265 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 12754 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158455056.000000 Penalty: 90934.093750
Iteration 95Q: 27 clusters Score -1.584551e+08 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 23867 members 
Mstep: Class 3 contains 18691 members 
Mstep: Class 4 contains 30722 members 
Mstep: Class 5 contains 98925 members 
Mstep: Class 6 contains 126438 members 
Mstep: Class 7 contains 6638 members 
Mstep: Class 8 contains 175928 members 
Mstep: Class 9 contains 43370 members 
Mstep: Class 10 contains 12250 members 
Mstep: Class 11 contains 9920 members 
Mstep: Class 12 contains 113562 members 
Mstep: Class 13 contains 231469 members 
Mstep: Class 14 contains 34874 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 154904 members 
Mstep: Class 17 contains 29921 members 
Mstep: Class 18 contains 8975 members 
Mstep: Class 19 contains 67873 members 
Mstep: Class 20 contains 7969 members 
Mstep: Class 21 contains 38349 members 
Mstep: Class 22 contains 1615 members 
Mstep: Class 23 contains 25506 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 12802 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158455184.000000 Penalty: 90934.093750
Iteration 96Q: 27 clusters Score -1.584552e+08 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 56282 members 
Mstep: Class 2 contains 23826 members 
Mstep: Class 3 contains 18612 members 
Mstep: Class 4 contains 30710 members 
Mstep: Class 5 contains 98921 members 
Mstep: Class 6 contains 126435 members 
Mstep: Class 7 contains 6641 members 
Mstep: Class 8 contains 176046 members 
Mstep: Class 9 contains 43344 members 
Mstep: Class 10 contains 12223 members 
Mstep: Class 11 contains 9924 members 
Mstep: Class 12 contains 113332 members 
Mstep: Class 13 contains 231534 members 
Mstep: Class 14 contains 34851 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 154894 members 
Mstep: Class 17 contains 29918 members 
Mstep: Class 18 contains 8976 members 
Mstep: Class 19 contains 67875 members 
Mstep: Class 20 contains 8009 members 
Mstep: Class 21 contains 38356 members 
Mstep: Class 22 contains 1615 members 
Mstep: Class 23 contains 25704 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 12853 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158455216.000000 Penalty: 90934.093750
Iteration 97Q: 27 clusters Score -1.584552e+08 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 56228 members 
Mstep: Class 2 contains 23799 members 
Mstep: Class 3 contains 18545 members 
Mstep: Class 4 contains 30699 members 
Mstep: Class 5 contains 98912 members 
Mstep: Class 6 contains 126437 members 
Mstep: Class 7 contains 6645 members 
Mstep: Class 8 contains 176185 members 
Mstep: Class 9 contains 43339 members 
Mstep: Class 10 contains 12194 members 
Mstep: Class 11 contains 9927 members 
Mstep: Class 12 contains 113108 members 
Mstep: Class 13 contains 231604 members 
Mstep: Class 14 contains 34807 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 154884 members 
Mstep: Class 17 contains 29913 members 
Mstep: Class 18 contains 8978 members 
Mstep: Class 19 contains 67871 members 
Mstep: Class 20 contains 8042 members 
Mstep: Class 21 contains 38362 members 
Mstep: Class 22 contains 1615 members 
Mstep: Class 23 contains 25877 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 12910 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158455072.000000 Penalty: 90934.093750
Iteration 98Q: 27 clusters Score -1.584551e+08 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 56180 members 
Mstep: Class 2 contains 23773 members 
Mstep: Class 3 contains 18488 members 
Mstep: Class 4 contains 30692 members 
Mstep: Class 5 contains 98911 members 
Mstep: Class 6 contains 126433 members 
Mstep: Class 7 contains 6645 members 
Mstep: Class 8 contains 176285 members 
Mstep: Class 9 contains 43363 members 
Mstep: Class 10 contains 12178 members 
Mstep: Class 11 contains 9929 members 
Mstep: Class 12 contains 112895 members 
Mstep: Class 13 contains 231652 members 
Mstep: Class 14 contains 34775 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 154870 members 
Mstep: Class 17 contains 29899 members 
Mstep: Class 18 contains 8983 members 
Mstep: Class 19 contains 67869 members 
Mstep: Class 20 contains 8079 members 
Mstep: Class 21 contains 38368 members 
Mstep: Class 22 contains 1615 members 
Mstep: Class 23 contains 26047 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 12951 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158455152.000000 Penalty: 90934.093750
Iteration 99Q: 27 clusters Score -1.584552e+08 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 56153 members 
Mstep: Class 2 contains 23758 members 
Mstep: Class 3 contains 18428 members 
Mstep: Class 4 contains 30684 members 
Mstep: Class 5 contains 98908 members 
Mstep: Class 6 contains 126441 members 
Mstep: Class 7 contains 6645 members 
Mstep: Class 8 contains 176455 members 
Mstep: Class 9 contains 43348 members 
Mstep: Class 10 contains 12170 members 
Mstep: Class 11 contains 9932 members 
Mstep: Class 12 contains 112631 members 
Mstep: Class 13 contains 231714 members 
Mstep: Class 14 contains 34751 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 154862 members 
Mstep: Class 17 contains 29884 members 
Mstep: Class 18 contains 8985 members 
Mstep: Class 19 contains 67869 members 
Mstep: Class 20 contains 8116 members 
Mstep: Class 21 contains 38376 members 
Mstep: Class 22 contains 1615 members 
Mstep: Class 23 contains 26177 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 12979 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158455200.000000 Penalty: 90934.093750
Iteration 100F: 27 clusters Score -1.584552e+08 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 56105 members 
Mstep: Class 2 contains 23742 members 
Mstep: Class 3 contains 18384 members 
Mstep: Class 4 contains 30680 members 
Mstep: Class 5 contains 98906 members 
Mstep: Class 6 contains 126445 members 
Mstep: Class 7 contains 6644 members 
Mstep: Class 8 contains 176658 members 
Mstep: Class 9 contains 43370 members 
Mstep: Class 10 contains 12163 members 
Mstep: Class 11 contains 9933 members 
Mstep: Class 12 contains 112345 members 
Mstep: Class 13 contains 231755 members 
Mstep: Class 14 contains 34726 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 154853 members 
Mstep: Class 17 contains 29869 members 
Mstep: Class 18 contains 8989 members 
Mstep: Class 19 contains 67879 members 
Mstep: Class 20 contains 8163 members 
Mstep: Class 21 contains 38380 members 
Mstep: Class 22 contains 1615 members 
Mstep: Class 23 contains 26293 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 12984 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158455184.000000 Penalty: 90934.093750
Iteration 101Q: 27 clusters Score -1.584552e+08 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 23725 members 
Mstep: Class 3 contains 18323 members 
Mstep: Class 4 contains 30676 members 
Mstep: Class 5 contains 98901 members 
Mstep: Class 6 contains 126447 members 
Mstep: Class 7 contains 6644 members 
Mstep: Class 8 contains 176913 members 
Mstep: Class 9 contains 43390 members 
Mstep: Class 10 contains 12156 members 
Mstep: Class 11 contains 9938 members 
Mstep: Class 12 contains 112001 members 
Mstep: Class 13 contains 231779 members 
Mstep: Class 14 contains 34752 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 154846 members 
Mstep: Class 17 contains 29848 members 
Mstep: Class 18 contains 8991 members 
Mstep: Class 19 contains 67889 members 
Mstep: Class 20 contains 8197 members 
Mstep: Class 21 contains 38383 members 
Mstep: Class 22 contains 1615 members 
Mstep: Class 23 contains 26395 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13004 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158455568.000000 Penalty: 90934.093750
Iteration 102Q: 27 clusters Score -1.584556e+08 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 56038 members 
Mstep: Class 2 contains 23714 members 
Mstep: Class 3 contains 18264 members 
Mstep: Class 4 contains 30675 members 
Mstep: Class 5 contains 98901 members 
Mstep: Class 6 contains 126445 members 
Mstep: Class 7 contains 6644 members 
Mstep: Class 8 contains 177178 members 
Mstep: Class 9 contains 43408 members 
Mstep: Class 10 contains 12147 members 
Mstep: Class 11 contains 9945 members 
Mstep: Class 12 contains 111649 members 
Mstep: Class 13 contains 231796 members 
Mstep: Class 14 contains 34758 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 154837 members 
Mstep: Class 17 contains 29831 members 
Mstep: Class 18 contains 8994 members 
Mstep: Class 19 contains 67912 members 
Mstep: Class 20 contains 8229 members 
Mstep: Class 21 contains 38383 members 
Mstep: Class 22 contains 1615 members 
Mstep: Class 23 contains 26501 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13017 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158455504.000000 Penalty: 90934.093750
Iteration 103Q: 27 clusters Score -1.584555e+08 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 56016 members 
Mstep: Class 2 contains 23704 members 
Mstep: Class 3 contains 18216 members 
Mstep: Class 4 contains 30670 members 
Mstep: Class 5 contains 98901 members 
Mstep: Class 6 contains 126452 members 
Mstep: Class 7 contains 6644 members 
Mstep: Class 8 contains 177438 members 
Mstep: Class 9 contains 43430 members 
Mstep: Class 10 contains 12141 members 
Mstep: Class 11 contains 9948 members 
Mstep: Class 12 contains 111270 members 
Mstep: Class 13 contains 231806 members 
Mstep: Class 14 contains 34796 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 154829 members 
Mstep: Class 17 contains 29807 members 
Mstep: Class 18 contains 8993 members 
Mstep: Class 19 contains 67918 members 
Mstep: Class 20 contains 8287 members 
Mstep: Class 21 contains 38385 members 
Mstep: Class 22 contains 1614 members 
Mstep: Class 23 contains 26584 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13032 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456016.000000 Penalty: 90934.093750
Iteration 104Q: 27 clusters Score -1.58456e+08 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55991 members 
Mstep: Class 2 contains 23693 members 
Mstep: Class 3 contains 18178 members 
Mstep: Class 4 contains 30669 members 
Mstep: Class 5 contains 98903 members 
Mstep: Class 6 contains 126454 members 
Mstep: Class 7 contains 6644 members 
Mstep: Class 8 contains 177805 members 
Mstep: Class 9 contains 43438 members 
Mstep: Class 10 contains 12125 members 
Mstep: Class 11 contains 9953 members 
Mstep: Class 12 contains 110785 members 
Mstep: Class 13 contains 231826 members 
Mstep: Class 14 contains 34841 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 154815 members 
Mstep: Class 17 contains 29788 members 
Mstep: Class 18 contains 8992 members 
Mstep: Class 19 contains 67925 members 
Mstep: Class 20 contains 8324 members 
Mstep: Class 21 contains 38389 members 
Mstep: Class 22 contains 1614 members 
Mstep: Class 23 contains 26681 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13048 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456160.000000 Penalty: 90934.093750
Iteration 105Q: 27 clusters Score -1.584562e+08 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55986 members 
Mstep: Class 2 contains 23679 members 
Mstep: Class 3 contains 18142 members 
Mstep: Class 4 contains 30668 members 
Mstep: Class 5 contains 98902 members 
Mstep: Class 6 contains 126462 members 
Mstep: Class 7 contains 6646 members 
Mstep: Class 8 contains 178169 members 
Mstep: Class 9 contains 43404 members 
Mstep: Class 10 contains 12115 members 
Mstep: Class 11 contains 9958 members 
Mstep: Class 12 contains 110331 members 
Mstep: Class 13 contains 231837 members 
Mstep: Class 14 contains 34901 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 154805 members 
Mstep: Class 17 contains 29779 members 
Mstep: Class 18 contains 8992 members 
Mstep: Class 19 contains 67931 members 
Mstep: Class 20 contains 8345 members 
Mstep: Class 21 contains 38395 members 
Mstep: Class 22 contains 1613 members 
Mstep: Class 23 contains 26763 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13058 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456336.000000 Penalty: 90934.093750
Iteration 106Q: 27 clusters Score -1.584563e+08 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55980 members 
Mstep: Class 2 contains 23664 members 
Mstep: Class 3 contains 18102 members 
Mstep: Class 4 contains 30663 members 
Mstep: Class 5 contains 98900 members 
Mstep: Class 6 contains 126471 members 
Mstep: Class 7 contains 6646 members 
Mstep: Class 8 contains 178524 members 
Mstep: Class 9 contains 43368 members 
Mstep: Class 10 contains 12106 members 
Mstep: Class 11 contains 9966 members 
Mstep: Class 12 contains 109876 members 
Mstep: Class 13 contains 231839 members 
Mstep: Class 14 contains 34941 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 154795 members 
Mstep: Class 17 contains 29780 members 
Mstep: Class 18 contains 8993 members 
Mstep: Class 19 contains 67958 members 
Mstep: Class 20 contains 8375 members 
Mstep: Class 21 contains 38394 members 
Mstep: Class 22 contains 1613 members 
Mstep: Class 23 contains 26853 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13074 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456560.000000 Penalty: 90934.093750
Iteration 107Q: 27 clusters Score -1.584566e+08 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55967 members 
Mstep: Class 2 contains 23666 members 
Mstep: Class 3 contains 18060 members 
Mstep: Class 4 contains 30661 members 
Mstep: Class 5 contains 98898 members 
Mstep: Class 6 contains 126476 members 
Mstep: Class 7 contains 6645 members 
Mstep: Class 8 contains 178936 members 
Mstep: Class 9 contains 43327 members 
Mstep: Class 10 contains 12095 members 
Mstep: Class 11 contains 9971 members 
Mstep: Class 12 contains 109357 members 
Mstep: Class 13 contains 231838 members 
Mstep: Class 14 contains 35006 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 154788 members 
Mstep: Class 17 contains 29774 members 
Mstep: Class 18 contains 8994 members 
Mstep: Class 19 contains 67976 members 
Mstep: Class 20 contains 8406 members 
Mstep: Class 21 contains 38399 members 
Mstep: Class 22 contains 1613 members 
Mstep: Class 23 contains 26951 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13077 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456672.000000 Penalty: 90934.093750
Iteration 108Q: 27 clusters Score -1.584567e+08 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 23670 members 
Mstep: Class 3 contains 18005 members 
Mstep: Class 4 contains 30657 members 
Mstep: Class 5 contains 98896 members 
Mstep: Class 6 contains 126491 members 
Mstep: Class 7 contains 6644 members 
Mstep: Class 8 contains 179397 members 
Mstep: Class 9 contains 43280 members 
Mstep: Class 10 contains 12087 members 
Mstep: Class 11 contains 9980 members 
Mstep: Class 12 contains 108800 members 
Mstep: Class 13 contains 231833 members 
Mstep: Class 14 contains 35067 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 154791 members 
Mstep: Class 17 contains 29772 members 
Mstep: Class 18 contains 8993 members 
Mstep: Class 19 contains 67991 members 
Mstep: Class 20 contains 8433 members 
Mstep: Class 21 contains 38400 members 
Mstep: Class 22 contains 1613 members 
Mstep: Class 23 contains 27035 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13088 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456720.000000 Penalty: 90934.093750
Iteration 109Q: 27 clusters Score -1.584567e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55942 members 
Mstep: Class 2 contains 23669 members 
Mstep: Class 3 contains 17964 members 
Mstep: Class 4 contains 30650 members 
Mstep: Class 5 contains 98892 members 
Mstep: Class 6 contains 126502 members 
Mstep: Class 7 contains 6646 members 
Mstep: Class 8 contains 179871 members 
Mstep: Class 9 contains 43236 members 
Mstep: Class 10 contains 12084 members 
Mstep: Class 11 contains 9986 members 
Mstep: Class 12 contains 108232 members 
Mstep: Class 13 contains 231818 members 
Mstep: Class 14 contains 35137 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 154794 members 
Mstep: Class 17 contains 29769 members 
Mstep: Class 18 contains 8995 members 
Mstep: Class 19 contains 68021 members 
Mstep: Class 20 contains 8455 members 
Mstep: Class 21 contains 38400 members 
Mstep: Class 22 contains 1614 members 
Mstep: Class 23 contains 27105 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13099 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457248.000000 Penalty: 90934.093750
Iteration 110Q: 27 clusters Score -1.584572e+08 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 23664 members 
Mstep: Class 3 contains 17939 members 
Mstep: Class 4 contains 30645 members 
Mstep: Class 5 contains 98888 members 
Mstep: Class 6 contains 126516 members 
Mstep: Class 7 contains 6649 members 
Mstep: Class 8 contains 180312 members 
Mstep: Class 9 contains 43194 members 
Mstep: Class 10 contains 12081 members 
Mstep: Class 11 contains 9989 members 
Mstep: Class 12 contains 107663 members 
Mstep: Class 13 contains 231819 members 
Mstep: Class 14 contains 35209 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 154792 members 
Mstep: Class 17 contains 29767 members 
Mstep: Class 18 contains 8995 members 
Mstep: Class 19 contains 68046 members 
Mstep: Class 20 contains 8482 members 
Mstep: Class 21 contains 38405 members 
Mstep: Class 22 contains 1614 members 
Mstep: Class 23 contains 27169 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13104 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457408.000000 Penalty: 90934.093750
Iteration 111Q: 27 clusters Score -1.584574e+08 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55925 members 
Mstep: Class 2 contains 23663 members 
Mstep: Class 3 contains 17922 members 
Mstep: Class 4 contains 30641 members 
Mstep: Class 5 contains 98890 members 
Mstep: Class 6 contains 126533 members 
Mstep: Class 7 contains 6652 members 
Mstep: Class 8 contains 180826 members 
Mstep: Class 9 contains 43162 members 
Mstep: Class 10 contains 12077 members 
Mstep: Class 11 contains 9993 members 
Mstep: Class 12 contains 107044 members 
Mstep: Class 13 contains 231808 members 
Mstep: Class 14 contains 35271 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 154796 members 
Mstep: Class 17 contains 29760 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 68062 members 
Mstep: Class 20 contains 8507 members 
Mstep: Class 21 contains 38411 members 
Mstep: Class 22 contains 1614 members 
Mstep: Class 23 contains 27222 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13105 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457536.000000 Penalty: 90934.093750
Iteration 112Q: 27 clusters Score -1.584575e+08 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55924 members 
Mstep: Class 2 contains 23661 members 
Mstep: Class 3 contains 17905 members 
Mstep: Class 4 contains 30638 members 
Mstep: Class 5 contains 98891 members 
Mstep: Class 6 contains 126548 members 
Mstep: Class 7 contains 6655 members 
Mstep: Class 8 contains 181337 members 
Mstep: Class 9 contains 43116 members 
Mstep: Class 10 contains 12074 members 
Mstep: Class 11 contains 9994 members 
Mstep: Class 12 contains 106461 members 
Mstep: Class 13 contains 231799 members 
Mstep: Class 14 contains 35342 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 154787 members 
Mstep: Class 17 contains 29759 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 68075 members 
Mstep: Class 20 contains 8522 members 
Mstep: Class 21 contains 38413 members 
Mstep: Class 22 contains 1614 members 
Mstep: Class 23 contains 27264 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13106 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457568.000000 Penalty: 90934.093750
Iteration 113Q: 27 clusters Score -1.584576e+08 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 23655 members 
Mstep: Class 3 contains 17881 members 
Mstep: Class 4 contains 30633 members 
Mstep: Class 5 contains 98889 members 
Mstep: Class 6 contains 126569 members 
Mstep: Class 7 contains 6656 members 
Mstep: Class 8 contains 181813 members 
Mstep: Class 9 contains 43062 members 
Mstep: Class 10 contains 12070 members 
Mstep: Class 11 contains 9996 members 
Mstep: Class 12 contains 105910 members 
Mstep: Class 13 contains 231797 members 
Mstep: Class 14 contains 35432 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 154781 members 
Mstep: Class 17 contains 29752 members 
Mstep: Class 18 contains 8995 members 
Mstep: Class 19 contains 68086 members 
Mstep: Class 20 contains 8545 members 
Mstep: Class 21 contains 38413 members 
Mstep: Class 22 contains 1614 members 
Mstep: Class 23 contains 27305 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13107 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457872.000000 Penalty: 90934.093750
Iteration 114Q: 27 clusters Score -1.584579e+08 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55906 members 
Mstep: Class 2 contains 23657 members 
Mstep: Class 3 contains 17861 members 
Mstep: Class 4 contains 30632 members 
Mstep: Class 5 contains 98889 members 
Mstep: Class 6 contains 126584 members 
Mstep: Class 7 contains 6656 members 
Mstep: Class 8 contains 182327 members 
Mstep: Class 9 contains 43000 members 
Mstep: Class 10 contains 12070 members 
Mstep: Class 11 contains 9996 members 
Mstep: Class 12 contains 105293 members 
Mstep: Class 13 contains 231793 members 
Mstep: Class 14 contains 35534 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 154783 members 
Mstep: Class 17 contains 29754 members 
Mstep: Class 18 contains 8994 members 
Mstep: Class 19 contains 68109 members 
Mstep: Class 20 contains 8561 members 
Mstep: Class 21 contains 38414 members 
Mstep: Class 22 contains 1614 members 
Mstep: Class 23 contains 27341 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13113 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458128.000000 Penalty: 90934.093750
Iteration 115Q: 27 clusters Score -1.584581e+08 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55896 members 
Mstep: Class 2 contains 23647 members 
Mstep: Class 3 contains 17846 members 
Mstep: Class 4 contains 30634 members 
Mstep: Class 5 contains 98886 members 
Mstep: Class 6 contains 126594 members 
Mstep: Class 7 contains 6658 members 
Mstep: Class 8 contains 182869 members 
Mstep: Class 9 contains 42937 members 
Mstep: Class 10 contains 12072 members 
Mstep: Class 11 contains 9999 members 
Mstep: Class 12 contains 104644 members 
Mstep: Class 13 contains 231789 members 
Mstep: Class 14 contains 35616 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 154769 members 
Mstep: Class 17 contains 29760 members 
Mstep: Class 18 contains 8994 members 
Mstep: Class 19 contains 68133 members 
Mstep: Class 20 contains 8605 members 
Mstep: Class 21 contains 38413 members 
Mstep: Class 22 contains 1614 members 
Mstep: Class 23 contains 27387 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13119 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458128.000000 Penalty: 90934.093750
Iteration 116Q: 27 clusters Score -1.584581e+08 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 23635 members 
Mstep: Class 3 contains 17833 members 
Mstep: Class 4 contains 30634 members 
Mstep: Class 5 contains 98888 members 
Mstep: Class 6 contains 126606 members 
Mstep: Class 7 contains 6659 members 
Mstep: Class 8 contains 183442 members 
Mstep: Class 9 contains 42886 members 
Mstep: Class 10 contains 12075 members 
Mstep: Class 11 contains 9998 members 
Mstep: Class 12 contains 103997 members 
Mstep: Class 13 contains 231763 members 
Mstep: Class 14 contains 35711 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 154762 members 
Mstep: Class 17 contains 29761 members 
Mstep: Class 18 contains 8995 members 
Mstep: Class 19 contains 68148 members 
Mstep: Class 20 contains 8629 members 
Mstep: Class 21 contains 38415 members 
Mstep: Class 22 contains 1615 members 
Mstep: Class 23 contains 27435 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13119 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458272.000000 Penalty: 90934.093750
Iteration 117Q: 27 clusters Score -1.584583e+08 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 23629 members 
Mstep: Class 3 contains 17820 members 
Mstep: Class 4 contains 30625 members 
Mstep: Class 5 contains 98884 members 
Mstep: Class 6 contains 126608 members 
Mstep: Class 7 contains 6660 members 
Mstep: Class 8 contains 184059 members 
Mstep: Class 9 contains 42845 members 
Mstep: Class 10 contains 12074 members 
Mstep: Class 11 contains 9997 members 
Mstep: Class 12 contains 103304 members 
Mstep: Class 13 contains 231758 members 
Mstep: Class 14 contains 35808 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 154754 members 
Mstep: Class 17 contains 29767 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 68156 members 
Mstep: Class 20 contains 8647 members 
Mstep: Class 21 contains 38413 members 
Mstep: Class 22 contains 1615 members 
Mstep: Class 23 contains 27468 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13130 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458688.000000 Penalty: 90934.093750
Iteration 118Q: 27 clusters Score -1.584587e+08 nChanged 1430
Entering ConstructFrom: 
Score: -158458688.000000 Penalty: 90934.093750
Entering ConstructFrom: 
Trying to split cluster 1 (55859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55859 members 
Entering Unmasked Estep 
Score: -6688233.500000 Penalty: 2710.785400
	Iteration 0F: 2 clusters Score -6688234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -6650768.500000 Penalty: 5421.570801
	Iteration 0F: 3 clusters Score -6650768 nChanged 25985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -6665116.500000 Penalty: 5421.570801
	Iteration 1F: 3 clusters Score -6665116 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -6665667.500000 Penalty: 5421.570801
	Iteration 2Q: 3 clusters Score -6665668 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -6666325.500000 Penalty: 5421.570801
	Iteration 3Q: 3 clusters Score -6666326 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -6667257.500000 Penalty: 5421.570801
	Iteration 4Q: 3 clusters Score -6667258 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -6668751.000000 Penalty: 5421.570801
	Iteration 5F: 3 clusters Score -6668751 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -6671126.500000 Penalty: 5421.570801
	Iteration 6F: 3 clusters Score -6671126 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -6674378.500000 Penalty: 5421.570801
	Iteration 7F: 3 clusters Score -6674378 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -6678195.000000 Penalty: 5421.570801
	Iteration 8F: 3 clusters Score -6678195 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -6681665.500000 Penalty: 5421.570801
	Iteration 9F: 3 clusters Score -6681666 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 52390 members 
Entering Unmasked Estep 
Score: -6683860.000000 Penalty: 5421.570801
	Iteration 10Q: 3 clusters Score -6683860 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -6685111.000000 Penalty: 5421.570801
	Iteration 11Q: 3 clusters Score -6685111 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -6685758.500000 Penalty: 5421.570801
	Iteration 12Q: 3 clusters Score -6685758 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 54717 members 
Entering Unmasked Estep 
Score: -6686158.500000 Penalty: 5421.570801
	Iteration 13Q: 3 clusters Score -6686158 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
Score: -6686414.000000 Penalty: 5421.570801
	Iteration 14Q: 3 clusters Score -6686414 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 54902 members 
Entering Unmasked Estep 
Score: -6686689.000000 Penalty: 5421.570801
	Iteration 15Q: 3 clusters Score -6686689 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 54943 members 
Entering Unmasked Estep 
Score: -6686854.000000 Penalty: 5421.570801
	Iteration 16Q: 3 clusters Score -6686854 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -6686992.000000 Penalty: 5421.570801
	Iteration 17Q: 3 clusters Score -6686992 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 54985 members 
Entering Unmasked Estep 
Score: -6687095.500000 Penalty: 5421.570801
	Iteration 18Q: 3 clusters Score -6687096 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 55000 members 
Entering Unmasked Estep 
Score: -6687161.000000 Penalty: 5421.570801
	Iteration 19Q: 3 clusters Score -6687161 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 55026 members 
Entering Unmasked Estep 
Score: -6687211.000000 Penalty: 5421.570801
	Iteration 20F: 3 clusters Score -6687211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 55048 members 
Entering Unmasked Estep 
Score: -6687255.500000 Penalty: 5421.570801
	Iteration 21Q: 3 clusters Score -6687256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -6687302.500000 Penalty: 5421.570801
	Iteration 22Q: 3 clusters Score -6687302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -6687337.000000 Penalty: 5421.570801
	Iteration 23Q: 3 clusters Score -6687337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 55106 members 
Entering Unmasked Estep 
Score: -6687364.500000 Penalty: 5421.570801
	Iteration 24Q: 3 clusters Score -6687364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
Score: -6687390.500000 Penalty: 5421.570801
	Iteration 25Q: 3 clusters Score -6687390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 55128 members 
Entering Unmasked Estep 
Score: -6687419.500000 Penalty: 5421.570801
	Iteration 26Q: 3 clusters Score -6687420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 55133 members 
Entering Unmasked Estep 
Score: -6687436.000000 Penalty: 5421.570801
	Iteration 27Q: 3 clusters Score -6687436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
Score: -6687449.500000 Penalty: 5421.570801
	Iteration 28Q: 3 clusters Score -6687450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 55138 members 
Entering Unmasked Estep 
Score: -6687451.500000 Penalty: 5421.570801
	Iteration 29Q: 3 clusters Score -6687452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 55140 members 
Entering Unmasked Estep 
Score: -6687454.000000 Penalty: 5421.570801
	Iteration 30Q: 3 clusters Score -6687454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -6687454.000000 Penalty: 5421.570801
	Iteration 31Q: 3 clusters Score -6687454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -6687453.500000 Penalty: 5421.570801
	Iteration 32Q: 3 clusters Score -6687454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -6687457.000000 Penalty: 5421.570801
	Iteration 33Q: 3 clusters Score -6687457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -6687467.000000 Penalty: 5421.570801
	Iteration 34Q: 3 clusters Score -6687467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -6687478.500000 Penalty: 5421.570801
	Iteration 35Q: 3 clusters Score -6687478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 55161 members 
Entering Unmasked Estep 
Score: -6687493.000000 Penalty: 5421.570801
	Iteration 36Q: 3 clusters Score -6687493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 55171 members 
Entering Unmasked Estep 
Score: -6687502.000000 Penalty: 5421.570801
	Iteration 37Q: 3 clusters Score -6687502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -6687495.000000 Penalty: 5421.570801
	Iteration 38Q: 3 clusters Score -6687495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 55178 members 
Entering Unmasked Estep 
Score: -6687506.500000 Penalty: 5421.570801
	Iteration 39Q: 3 clusters Score -6687506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 55190 members 
Entering Unmasked Estep 
Score: -6687516.500000 Penalty: 5421.570801
	Iteration 40F: 3 clusters Score -6687516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 55198 members 
Entering Unmasked Estep 
Score: -6687541.000000 Penalty: 5421.570801
	Iteration 41Q: 3 clusters Score -6687541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -6687575.000000 Penalty: 5421.570801
	Iteration 42Q: 3 clusters Score -6687575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 55217 members 
Entering Unmasked Estep 
Score: -6687634.500000 Penalty: 5421.570801
	Iteration 43Q: 3 clusters Score -6687634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
Score: -6687658.500000 Penalty: 5421.570801
	Iteration 44Q: 3 clusters Score -6687658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -6687672.000000 Penalty: 5421.570801
	Iteration 45Q: 3 clusters Score -6687672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -6687682.500000 Penalty: 5421.570801
	Iteration 46Q: 3 clusters Score -6687682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 55246 members 
Entering Unmasked Estep 
Score: -6687679.000000 Penalty: 5421.570801
	Iteration 47Q: 3 clusters Score -6687679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 55245 members 
Entering Unmasked Estep 
Score: -6687682.500000 Penalty: 5421.570801
	Iteration 48Q: 3 clusters Score -6687682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -6687684.000000 Penalty: 5421.570801
	Iteration 49Q: 3 clusters Score -6687684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -6687684.000000 Penalty: 5421.570801
	Iteration 50F: 3 clusters Score -6687684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Entering Unmasked Estep 
Score: -2859957.250000 Penalty: 2497.259766
	Iteration 0F: 2 clusters Score -2859957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2843539.500000 Penalty: 4994.519531
	Iteration 0F: 3 clusters Score -2843540 nChanged 10484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2849277.750000 Penalty: 4994.519531
	Iteration 1F: 3 clusters Score -2849278 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2849761.500000 Penalty: 4994.519531
	Iteration 2F: 3 clusters Score -2849762 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2850287.250000 Penalty: 4994.519531
	Iteration 3F: 3 clusters Score -2850287 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2850863.750000 Penalty: 4994.519531
	Iteration 4F: 3 clusters Score -2850864 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2851432.750000 Penalty: 4994.519531
	Iteration 5F: 3 clusters Score -2851433 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2852031.500000 Penalty: 4994.519531
	Iteration 6Q: 3 clusters Score -2852032 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2852719.500000 Penalty: 4994.519531
	Iteration 7F: 3 clusters Score -2852720 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2853474.250000 Penalty: 4994.519531
	Iteration 8F: 3 clusters Score -2853474 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2854222.500000 Penalty: 4994.519531
	Iteration 9F: 3 clusters Score -2854222 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -2854912.250000 Penalty: 4994.519531
	Iteration 10Q: 3 clusters Score -2854912 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2855621.750000 Penalty: 4994.519531
	Iteration 11Q: 3 clusters Score -2855622 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2856236.250000 Penalty: 4994.519531
	Iteration 12Q: 3 clusters Score -2856236 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2856757.250000 Penalty: 4994.519531
	Iteration 13Q: 3 clusters Score -2856757 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2857218.250000 Penalty: 4994.519531
	Iteration 14Q: 3 clusters Score -2857218 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -2857523.250000 Penalty: 4994.519531
	Iteration 15Q: 3 clusters Score -2857523 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -2857684.250000 Penalty: 4994.519531
	Iteration 16Q: 3 clusters Score -2857684 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -2857775.750000 Penalty: 4994.519531
	Iteration 17Q: 3 clusters Score -2857776 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2857847.500000 Penalty: 4994.519531
	Iteration 18Q: 3 clusters Score -2857848 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -2857901.500000 Penalty: 4994.519531
	Iteration 19Q: 3 clusters Score -2857902 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -2857934.500000 Penalty: 4994.519531
	Iteration 20F: 3 clusters Score -2857934 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -2857969.500000 Penalty: 4994.519531
	Iteration 21Q: 3 clusters Score -2857970 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2857989.000000 Penalty: 4994.519531
	Iteration 22Q: 3 clusters Score -2857989 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -2858003.250000 Penalty: 4994.519531
	Iteration 23Q: 3 clusters Score -2858003 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2858020.000000 Penalty: 4994.519531
	Iteration 24Q: 3 clusters Score -2858020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -2858029.000000 Penalty: 4994.519531
	Iteration 25Q: 3 clusters Score -2858029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -2858036.250000 Penalty: 4994.519531
	Iteration 26Q: 3 clusters Score -2858036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -2858046.250000 Penalty: 4994.519531
	Iteration 27Q: 3 clusters Score -2858046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -2858059.500000 Penalty: 4994.519531
	Iteration 28Q: 3 clusters Score -2858060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -2858066.500000 Penalty: 4994.519531
	Iteration 29Q: 3 clusters Score -2858066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -2858073.250000 Penalty: 4994.519531
	Iteration 30Q: 3 clusters Score -2858073 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -2858087.750000 Penalty: 4994.519531
	Iteration 31Q: 3 clusters Score -2858088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -2858103.000000 Penalty: 4994.519531
	Iteration 32Q: 3 clusters Score -2858103 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -2858115.750000 Penalty: 4994.519531
	Iteration 33Q: 3 clusters Score -2858116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -2858121.250000 Penalty: 4994.519531
	Iteration 34Q: 3 clusters Score -2858121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -2858126.500000 Penalty: 4994.519531
	Iteration 35Q: 3 clusters Score -2858126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2858137.000000 Penalty: 4994.519531
	Iteration 36Q: 3 clusters Score -2858137 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2858149.250000 Penalty: 4994.519531
	Iteration 37Q: 3 clusters Score -2858149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -2858155.750000 Penalty: 4994.519531
	Iteration 38Q: 3 clusters Score -2858156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -2858156.500000 Penalty: 4994.519531
	Iteration 39Q: 3 clusters Score -2858156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -2858169.000000 Penalty: 4994.519531
	Iteration 40F: 3 clusters Score -2858169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -2858177.500000 Penalty: 4994.519531
	Iteration 41Q: 3 clusters Score -2858178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -2858175.750000 Penalty: 4994.519531
	Iteration 42Q: 3 clusters Score -2858176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -2858183.750000 Penalty: 4994.519531
	Iteration 43Q: 3 clusters Score -2858184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2858181.750000 Penalty: 4994.519531
	Iteration 44Q: 3 clusters Score -2858182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -2858183.000000 Penalty: 4994.519531
	Iteration 45Q: 3 clusters Score -2858183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -2858183.000000 Penalty: 4994.519531
	Iteration 46F: 3 clusters Score -2858183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Entering Unmasked Estep 
Score: -2163646.250000 Penalty: 2427.122803
	Iteration 0F: 2 clusters Score -2163646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2150996.250000 Penalty: 4854.245605
	Iteration 0F: 3 clusters Score -2150996 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2155092.500000 Penalty: 4854.245605
	Iteration 1F: 3 clusters Score -2155092 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2155575.250000 Penalty: 4854.245605
	Iteration 2F: 3 clusters Score -2155575 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2156126.500000 Penalty: 4854.245605
	Iteration 3F: 3 clusters Score -2156126 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2156748.250000 Penalty: 4854.245605
	Iteration 4F: 3 clusters Score -2156748 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2157358.750000 Penalty: 4854.245605
	Iteration 5F: 3 clusters Score -2157359 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2158052.500000 Penalty: 4854.245605
	Iteration 6F: 3 clusters Score -2158052 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2158866.250000 Penalty: 4854.245605
	Iteration 7F: 3 clusters Score -2158866 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2159727.250000 Penalty: 4854.245605
	Iteration 8F: 3 clusters Score -2159727 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2160557.250000 Penalty: 4854.245605
	Iteration 9F: 3 clusters Score -2160557 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2161161.250000 Penalty: 4854.245605
	Iteration 10F: 3 clusters Score -2161161 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2161525.000000 Penalty: 4854.245605
	Iteration 11Q: 3 clusters Score -2161525 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2161724.250000 Penalty: 4854.245605
	Iteration 12Q: 3 clusters Score -2161724 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2161873.750000 Penalty: 4854.245605
	Iteration 13Q: 3 clusters Score -2161874 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2161956.250000 Penalty: 4854.245605
	Iteration 14Q: 3 clusters Score -2161956 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2162019.250000 Penalty: 4854.245605
	Iteration 15Q: 3 clusters Score -2162019 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2162064.000000 Penalty: 4854.245605
	Iteration 16Q: 3 clusters Score -2162064 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2162083.500000 Penalty: 4854.245605
	Iteration 17Q: 3 clusters Score -2162084 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2162096.250000 Penalty: 4854.245605
	Iteration 18Q: 3 clusters Score -2162096 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2162111.500000 Penalty: 4854.245605
	Iteration 19Q: 3 clusters Score -2162112 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2162116.750000 Penalty: 4854.245605
	Iteration 20F: 3 clusters Score -2162117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2162127.500000 Penalty: 4854.245605
	Iteration 21Q: 3 clusters Score -2162128 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2162135.250000 Penalty: 4854.245605
	Iteration 22Q: 3 clusters Score -2162135 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2162142.000000 Penalty: 4854.245605
	Iteration 23Q: 3 clusters Score -2162142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2162143.250000 Penalty: 4854.245605
	Iteration 24Q: 3 clusters Score -2162143 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2162147.500000 Penalty: 4854.245605
	Iteration 25Q: 3 clusters Score -2162148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2162148.750000 Penalty: 4854.245605
	Iteration 26Q: 3 clusters Score -2162149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2162148.250000 Penalty: 4854.245605
	Iteration 27Q: 3 clusters Score -2162148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2162155.250000 Penalty: 4854.245605
	Iteration 28Q: 3 clusters Score -2162155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2162156.250000 Penalty: 4854.245605
	Iteration 29Q: 3 clusters Score -2162156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2162158.000000 Penalty: 4854.245605
	Iteration 30Q: 3 clusters Score -2162158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2162163.750000 Penalty: 4854.245605
	Iteration 31Q: 3 clusters Score -2162164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2162157.500000 Penalty: 4854.245605
	Iteration 32Q: 3 clusters Score -2162158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2162158.750000 Penalty: 4854.245605
	Iteration 33Q: 3 clusters Score -2162159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2162159.750000 Penalty: 4854.245605
	Iteration 34Q: 3 clusters Score -2162160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2162159.750000 Penalty: 4854.245605
	Iteration 35Q: 3 clusters Score -2162160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2162155.750000 Penalty: 4854.245605
	Iteration 36Q: 3 clusters Score -2162156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2162162.000000 Penalty: 4854.245605
	Iteration 37Q: 3 clusters Score -2162162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2162161.000000 Penalty: 4854.245605
	Iteration 38Q: 3 clusters Score -2162161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2162161.500000 Penalty: 4854.245605
	Iteration 39Q: 3 clusters Score -2162162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2162160.500000 Penalty: 4854.245605
	Iteration 40F: 3 clusters Score -2162160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2162163.250000 Penalty: 4854.245605
	Iteration 41Q: 3 clusters Score -2162163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2162163.750000 Penalty: 4854.245605
	Iteration 42Q: 3 clusters Score -2162164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2162163.500000 Penalty: 4854.245605
	Iteration 43Q: 3 clusters Score -2162164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2162163.750000 Penalty: 4854.245605
	Iteration 44Q: 3 clusters Score -2162164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2162163.750000 Penalty: 4854.245605
	Iteration 45F: 3 clusters Score -2162164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Entering Unmasked Estep 
Score: -3739725.500000 Penalty: 2561.685303
	Iteration 0F: 2 clusters Score -3739726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3718718.750000 Penalty: 5123.370605
	Iteration 0F: 3 clusters Score -3718719 nChanged 13922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -3726100.000000 Penalty: 5123.370605
	Iteration 1F: 3 clusters Score -3726100 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3726557.250000 Penalty: 5123.370605
	Iteration 2Q: 3 clusters Score -3726557 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -3726973.000000 Penalty: 5123.370605
	Iteration 3Q: 3 clusters Score -3726973 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -3727467.000000 Penalty: 5123.370605
	Iteration 4Q: 3 clusters Score -3727467 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -3728061.750000 Penalty: 5123.370605
	Iteration 5Q: 3 clusters Score -3728062 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -3728920.250000 Penalty: 5123.370605
	Iteration 6F: 3 clusters Score -3728920 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -3730128.500000 Penalty: 5123.370605
	Iteration 7F: 3 clusters Score -3730128 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -3731560.250000 Penalty: 5123.370605
	Iteration 8F: 3 clusters Score -3731560 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -3733019.750000 Penalty: 5123.370605
	Iteration 9F: 3 clusters Score -3733020 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -3734314.750000 Penalty: 5123.370605
	Iteration 10F: 3 clusters Score -3734315 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -3735339.500000 Penalty: 5123.370605
	Iteration 11Q: 3 clusters Score -3735340 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -3736058.000000 Penalty: 5123.370605
	Iteration 12Q: 3 clusters Score -3736058 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -3736566.000000 Penalty: 5123.370605
	Iteration 13Q: 3 clusters Score -3736566 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -3736888.250000 Penalty: 5123.370605
	Iteration 14Q: 3 clusters Score -3736888 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -3737129.000000 Penalty: 5123.370605
	Iteration 15Q: 3 clusters Score -3737129 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -3737257.250000 Penalty: 5123.370605
	Iteration 16Q: 3 clusters Score -3737257 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -3737328.500000 Penalty: 5123.370605
	Iteration 17Q: 3 clusters Score -3737328 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -3737383.000000 Penalty: 5123.370605
	Iteration 18Q: 3 clusters Score -3737383 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -3737413.000000 Penalty: 5123.370605
	Iteration 19Q: 3 clusters Score -3737413 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -3737463.500000 Penalty: 5123.370605
	Iteration 20F: 3 clusters Score -3737464 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -3737500.000000 Penalty: 5123.370605
	Iteration 21Q: 3 clusters Score -3737500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -3737510.500000 Penalty: 5123.370605
	Iteration 22Q: 3 clusters Score -3737510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -3737514.250000 Penalty: 5123.370605
	Iteration 23Q: 3 clusters Score -3737514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -3737519.000000 Penalty: 5123.370605
	Iteration 24Q: 3 clusters Score -3737519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -3737531.500000 Penalty: 5123.370605
	Iteration 25Q: 3 clusters Score -3737532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -3737531.250000 Penalty: 5123.370605
	Iteration 26Q: 3 clusters Score -3737531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -3737529.500000 Penalty: 5123.370605
	Iteration 27Q: 3 clusters Score -3737530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -3737530.000000 Penalty: 5123.370605
	Iteration 28Q: 3 clusters Score -3737530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -3737532.250000 Penalty: 5123.370605
	Iteration 29Q: 3 clusters Score -3737532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -3737532.000000 Penalty: 5123.370605
	Iteration 30Q: 3 clusters Score -3737532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -3737532.750000 Penalty: 5123.370605
	Iteration 31Q: 3 clusters Score -3737533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -3737529.500000 Penalty: 5123.370605
	Iteration 32Q: 3 clusters Score -3737530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -3737532.000000 Penalty: 5123.370605
	Iteration 33Q: 3 clusters Score -3737532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -3737530.500000 Penalty: 5123.370605
	Iteration 34Q: 3 clusters Score -3737530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -3737530.500000 Penalty: 5123.370605
	Iteration 35F: 3 clusters Score -3737530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (98882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98882 members 
Entering Unmasked Estep 
Score: -12082169.000000 Penalty: 2852.417236
	Iteration 0F: 2 clusters Score -1.208217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49268 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -12015934.000000 Penalty: 5704.834473
	Iteration 0F: 3 clusters Score -1.201593e+07 nChanged 46807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -12042724.000000 Penalty: 5704.834473
	Iteration 1F: 3 clusters Score -1.204272e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -12043493.000000 Penalty: 5704.834473
	Iteration 2Q: 3 clusters Score -1.204349e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 52488 members 
Entering Unmasked Estep 
Score: -12044634.000000 Penalty: 5704.834473
	Iteration 3Q: 3 clusters Score -1.204463e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
Score: -12045805.000000 Penalty: 5704.834473
	Iteration 4Q: 3 clusters Score -1.20458e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -12047200.000000 Penalty: 5704.834473
	Iteration 5Q: 3 clusters Score -1.20472e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 58422 members 
Entering Unmasked Estep 
Score: -12049143.000000 Penalty: 5704.834473
	Iteration 6Q: 3 clusters Score -1.204914e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 61984 members 
Entering Unmasked Estep 
Score: -12051809.000000 Penalty: 5704.834473
	Iteration 7Q: 3 clusters Score -1.205181e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 66600 members 
Entering Unmasked Estep 
Score: -12055073.000000 Penalty: 5704.834473
	Iteration 8F: 3 clusters Score -1.205507e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 72156 members 
Entering Unmasked Estep 
Score: -12059328.000000 Penalty: 5704.834473
	Iteration 9F: 3 clusters Score -1.205933e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 78361 members 
Entering Unmasked Estep 
Score: -12064154.000000 Penalty: 5704.834473
	Iteration 10F: 3 clusters Score -1.206415e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 84428 members 
Entering Unmasked Estep 
Score: -12068974.000000 Penalty: 5704.834473
	Iteration 11F: 3 clusters Score -1.206897e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 89593 members 
Entering Unmasked Estep 
Score: -12073067.000000 Penalty: 5704.834473
	Iteration 12F: 3 clusters Score -1.207307e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 93402 members 
Entering Unmasked Estep 
Score: -12075942.000000 Penalty: 5704.834473
	Iteration 13Q: 3 clusters Score -1.207594e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 95710 members 
Entering Unmasked Estep 
Score: -12077739.000000 Penalty: 5704.834473
	Iteration 14Q: 3 clusters Score -1.207774e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 96930 members 
Entering Unmasked Estep 
Score: -12078638.000000 Penalty: 5704.834473
	Iteration 15Q: 3 clusters Score -1.207864e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 97564 members 
Entering Unmasked Estep 
Score: -12079172.000000 Penalty: 5704.834473
	Iteration 16Q: 3 clusters Score -1.207917e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 97880 members 
Entering Unmasked Estep 
Score: -12079417.000000 Penalty: 5704.834473
	Iteration 17Q: 3 clusters Score -1.207942e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 98040 members 
Entering Unmasked Estep 
Score: -12079526.000000 Penalty: 5704.834473
	Iteration 18Q: 3 clusters Score -1.207953e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 98116 members 
Entering Unmasked Estep 
Score: -12079575.000000 Penalty: 5704.834473
	Iteration 19Q: 3 clusters Score -1.207958e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 98164 members 
Entering Unmasked Estep 
Score: -12079619.000000 Penalty: 5704.834473
	Iteration 20F: 3 clusters Score -1.207962e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 98196 members 
Entering Unmasked Estep 
Score: -12079648.000000 Penalty: 5704.834473
	Iteration 21Q: 3 clusters Score -1.207965e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 98221 members 
Entering Unmasked Estep 
Score: -12079663.000000 Penalty: 5704.834473
	Iteration 22Q: 3 clusters Score -1.207966e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 98240 members 
Entering Unmasked Estep 
Score: -12079676.000000 Penalty: 5704.834473
	Iteration 23Q: 3 clusters Score -1.207968e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 98262 members 
Entering Unmasked Estep 
Score: -12079704.000000 Penalty: 5704.834473
	Iteration 24Q: 3 clusters Score -1.20797e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 98278 members 
Entering Unmasked Estep 
Score: -12079727.000000 Penalty: 5704.834473
	Iteration 25Q: 3 clusters Score -1.207973e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 98285 members 
Entering Unmasked Estep 
Score: -12079733.000000 Penalty: 5704.834473
	Iteration 26Q: 3 clusters Score -1.207973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 98292 members 
Entering Unmasked Estep 
Score: -12079744.000000 Penalty: 5704.834473
	Iteration 27Q: 3 clusters Score -1.207974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 98302 members 
Entering Unmasked Estep 
Score: -12079743.000000 Penalty: 5704.834473
	Iteration 28Q: 3 clusters Score -1.207974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 98312 members 
Entering Unmasked Estep 
Score: -12079741.000000 Penalty: 5704.834473
	Iteration 29Q: 3 clusters Score -1.207974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 98315 members 
Entering Unmasked Estep 
Score: -12079749.000000 Penalty: 5704.834473
	Iteration 30Q: 3 clusters Score -1.207975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 98316 members 
Entering Unmasked Estep 
Score: -12079754.000000 Penalty: 5704.834473
	Iteration 31Q: 3 clusters Score -1.207975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 98323 members 
Entering Unmasked Estep 
Score: -12079752.000000 Penalty: 5704.834473
	Iteration 32Q: 3 clusters Score -1.207975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 98331 members 
Entering Unmasked Estep 
Score: -12079756.000000 Penalty: 5704.834473
	Iteration 33Q: 3 clusters Score -1.207976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 98335 members 
Entering Unmasked Estep 
Score: -12079754.000000 Penalty: 5704.834473
	Iteration 34Q: 3 clusters Score -1.207975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 98339 members 
Entering Unmasked Estep 
Score: -12079768.000000 Penalty: 5704.834473
	Iteration 35Q: 3 clusters Score -1.207977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 98340 members 
Entering Unmasked Estep 
Score: -12079776.000000 Penalty: 5704.834473
	Iteration 36Q: 3 clusters Score -1.207978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 98342 members 
Entering Unmasked Estep 
Score: -12079775.000000 Penalty: 5704.834473
	Iteration 37Q: 3 clusters Score -1.207978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 98345 members 
Entering Unmasked Estep 
Score: -12079776.000000 Penalty: 5704.834473
	Iteration 38Q: 3 clusters Score -1.207978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 98349 members 
Entering Unmasked Estep 
Score: -12079781.000000 Penalty: 5704.834473
	Iteration 39Q: 3 clusters Score -1.207978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 98354 members 
Entering Unmasked Estep 
Score: -12079786.000000 Penalty: 5704.834473
	Iteration 40F: 3 clusters Score -1.207979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 98357 members 
Entering Unmasked Estep 
Score: -12079785.000000 Penalty: 5704.834473
	Iteration 41Q: 3 clusters Score -1.207978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 98360 members 
Entering Unmasked Estep 
Score: -12079781.000000 Penalty: 5704.834473
	Iteration 42Q: 3 clusters Score -1.207978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 98366 members 
Entering Unmasked Estep 
Score: -12079791.000000 Penalty: 5704.834473
	Iteration 43Q: 3 clusters Score -1.207979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 98372 members 
Entering Unmasked Estep 
Score: -12079791.000000 Penalty: 5704.834473
	Iteration 44Q: 3 clusters Score -1.207979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 98378 members 
Entering Unmasked Estep 
Score: -12079796.000000 Penalty: 5704.834473
	Iteration 45Q: 3 clusters Score -1.20798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 98380 members 
Entering Unmasked Estep 
Score: -12079800.000000 Penalty: 5704.834473
	Iteration 46Q: 3 clusters Score -1.20798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 98384 members 
Entering Unmasked Estep 
Score: -12079808.000000 Penalty: 5704.834473
	Iteration 47Q: 3 clusters Score -1.207981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 98387 members 
Entering Unmasked Estep 
Score: -12079814.000000 Penalty: 5704.834473
	Iteration 48Q: 3 clusters Score -1.207981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 98388 members 
Entering Unmasked Estep 
Score: -12079816.000000 Penalty: 5704.834473
	Iteration 49Q: 3 clusters Score -1.207982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 98388 members 
Entering Unmasked Estep 
Score: -12079816.000000 Penalty: 5704.834473
	Iteration 50F: 3 clusters Score -1.207982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (126611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126611 members 
Entering Unmasked Estep 
Score: -15480448.000000 Penalty: 2913.720947
	Iteration 0F: 2 clusters Score -1.548045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63271 members 
Mstep: Class 2 contains 63340 members 
Entering Unmasked Estep 
Score: -15395809.000000 Penalty: 5827.441895
	Iteration 0F: 3 clusters Score -1.539581e+07 nChanged 60474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61781 members 
Mstep: Class 2 contains 64830 members 
Entering Unmasked Estep 
Score: -15431329.000000 Penalty: 5827.441895
	Iteration 1F: 3 clusters Score -1.543133e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60642 members 
Mstep: Class 2 contains 65969 members 
Entering Unmasked Estep 
Score: -15432746.000000 Penalty: 5827.441895
	Iteration 2Q: 3 clusters Score -1.543275e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 67697 members 
Entering Unmasked Estep 
Score: -15434488.000000 Penalty: 5827.441895
	Iteration 3Q: 3 clusters Score -1.543449e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 70027 members 
Entering Unmasked Estep 
Score: -15436649.000000 Penalty: 5827.441895
	Iteration 4Q: 3 clusters Score -1.543665e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 73139 members 
Entering Unmasked Estep 
Score: -15439175.000000 Penalty: 5827.441895
	Iteration 5Q: 3 clusters Score -1.543918e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 77050 members 
Entering Unmasked Estep 
Score: -15441972.000000 Penalty: 5827.441895
	Iteration 6F: 3 clusters Score -1.544197e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 81878 members 
Entering Unmasked Estep 
Score: -15445204.000000 Penalty: 5827.441895
	Iteration 7F: 3 clusters Score -1.54452e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 87686 members 
Entering Unmasked Estep 
Score: -15448919.000000 Penalty: 5827.441895
	Iteration 8F: 3 clusters Score -1.544892e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 94390 members 
Entering Unmasked Estep 
Score: -15453229.000000 Penalty: 5827.441895
	Iteration 9F: 3 clusters Score -1.545323e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 101598 members 
Entering Unmasked Estep 
Score: -15458205.000000 Penalty: 5827.441895
	Iteration 10F: 3 clusters Score -1.54582e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 108852 members 
Entering Unmasked Estep 
Score: -15463678.000000 Penalty: 5827.441895
	Iteration 11F: 3 clusters Score -1.546368e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 115320 members 
Entering Unmasked Estep 
Score: -15468975.000000 Penalty: 5827.441895
	Iteration 12F: 3 clusters Score -1.546898e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 120211 members 
Entering Unmasked Estep 
Score: -15472959.000000 Penalty: 5827.441895
	Iteration 13Q: 3 clusters Score -1.547296e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 123255 members 
Entering Unmasked Estep 
Score: -15475506.000000 Penalty: 5827.441895
	Iteration 14Q: 3 clusters Score -1.547551e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 124858 members 
Entering Unmasked Estep 
Score: -15476754.000000 Penalty: 5827.441895
	Iteration 15Q: 3 clusters Score -1.547675e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 125546 members 
Entering Unmasked Estep 
Score: -15477336.000000 Penalty: 5827.441895
	Iteration 16Q: 3 clusters Score -1.547734e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 125838 members 
Entering Unmasked Estep 
Score: -15477544.000000 Penalty: 5827.441895
	Iteration 17Q: 3 clusters Score -1.547754e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 125979 members 
Entering Unmasked Estep 
Score: -15477697.000000 Penalty: 5827.441895
	Iteration 18Q: 3 clusters Score -1.54777e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 126053 members 
Entering Unmasked Estep 
Score: -15477772.000000 Penalty: 5827.441895
	Iteration 19Q: 3 clusters Score -1.547777e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 126095 members 
Entering Unmasked Estep 
Score: -15477834.000000 Penalty: 5827.441895
	Iteration 20F: 3 clusters Score -1.547783e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 126130 members 
Entering Unmasked Estep 
Score: -15477880.000000 Penalty: 5827.441895
	Iteration 21Q: 3 clusters Score -1.547788e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 126144 members 
Entering Unmasked Estep 
Score: -15477895.000000 Penalty: 5827.441895
	Iteration 22Q: 3 clusters Score -1.54779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 126152 members 
Entering Unmasked Estep 
Score: -15477901.000000 Penalty: 5827.441895
	Iteration 23Q: 3 clusters Score -1.54779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 126156 members 
Entering Unmasked Estep 
Score: -15477904.000000 Penalty: 5827.441895
	Iteration 24Q: 3 clusters Score -1.54779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 126163 members 
Entering Unmasked Estep 
Score: -15477915.000000 Penalty: 5827.441895
	Iteration 25Q: 3 clusters Score -1.547792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 126167 members 
Entering Unmasked Estep 
Score: -15477923.000000 Penalty: 5827.441895
	Iteration 26Q: 3 clusters Score -1.547792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 126170 members 
Entering Unmasked Estep 
Score: -15477921.000000 Penalty: 5827.441895
	Iteration 27Q: 3 clusters Score -1.547792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 126171 members 
Entering Unmasked Estep 
Score: -15477933.000000 Penalty: 5827.441895
	Iteration 28Q: 3 clusters Score -1.547793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 126174 members 
Entering Unmasked Estep 
Score: -15477935.000000 Penalty: 5827.441895
	Iteration 29Q: 3 clusters Score -1.547794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 126177 members 
Entering Unmasked Estep 
Score: -15477935.000000 Penalty: 5827.441895
	Iteration 30Q: 3 clusters Score -1.547794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 126179 members 
Entering Unmasked Estep 
Score: -15477933.000000 Penalty: 5827.441895
	Iteration 31Q: 3 clusters Score -1.547793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 126181 members 
Entering Unmasked Estep 
Score: -15477951.000000 Penalty: 5827.441895
	Iteration 32Q: 3 clusters Score -1.547795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 126188 members 
Entering Unmasked Estep 
Score: -15477950.000000 Penalty: 5827.441895
	Iteration 33Q: 3 clusters Score -1.547795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 126188 members 
Entering Unmasked Estep 
Score: -15477969.000000 Penalty: 5827.441895
	Iteration 34Q: 3 clusters Score -1.547797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 126189 members 
Entering Unmasked Estep 
Score: -15477957.000000 Penalty: 5827.441895
	Iteration 35Q: 3 clusters Score -1.547796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 126190 members 
Entering Unmasked Estep 
Score: -15477957.000000 Penalty: 5827.441895
	Iteration 36Q: 3 clusters Score -1.547796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 126190 members 
Entering Unmasked Estep 
Score: -15477964.000000 Penalty: 5827.441895
	Iteration 37Q: 3 clusters Score -1.547796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 126191 members 
Entering Unmasked Estep 
Score: -15477967.000000 Penalty: 5827.441895
	Iteration 38Q: 3 clusters Score -1.547797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 126191 members 
Entering Unmasked Estep 
Score: -15477967.000000 Penalty: 5827.441895
	Iteration 39F: 3 clusters Score -1.547797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Entering Unmasked Estep 
Score: -778557.750000 Penalty: 2183.398193
	Iteration 0F: 2 clusters Score -778557.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -773062.750000 Penalty: 4366.796387
	Iteration 0F: 3 clusters Score -773062.8 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -774919.375000 Penalty: 4366.796387
	Iteration 1F: 3 clusters Score -774919.4 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -775541.125000 Penalty: 4366.796387
	Iteration 2F: 3 clusters Score -775541.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -776044.937500 Penalty: 4366.796387
	Iteration 3F: 3 clusters Score -776044.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -776445.750000 Penalty: 4366.796387
	Iteration 4F: 3 clusters Score -776445.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -776724.312500 Penalty: 4366.796387
	Iteration 5F: 3 clusters Score -776724.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -776925.375000 Penalty: 4366.796387
	Iteration 6Q: 3 clusters Score -776925.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -777047.250000 Penalty: 4366.796387
	Iteration 7Q: 3 clusters Score -777047.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -777123.687500 Penalty: 4366.796387
	Iteration 8Q: 3 clusters Score -777123.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -777166.125000 Penalty: 4366.796387
	Iteration 9Q: 3 clusters Score -777166.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -777191.125000 Penalty: 4366.796387
	Iteration 10Q: 3 clusters Score -777191.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -777213.187500 Penalty: 4366.796387
	Iteration 11Q: 3 clusters Score -777213.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -777228.250000 Penalty: 4366.796387
	Iteration 12Q: 3 clusters Score -777228.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -777240.437500 Penalty: 4366.796387
	Iteration 13Q: 3 clusters Score -777240.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -777255.000000 Penalty: 4366.796387
	Iteration 14Q: 3 clusters Score -777255 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -777262.250000 Penalty: 4366.796387
	Iteration 15Q: 3 clusters Score -777262.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -777274.125000 Penalty: 4366.796387
	Iteration 16Q: 3 clusters Score -777274.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -777286.250000 Penalty: 4366.796387
	Iteration 17Q: 3 clusters Score -777286.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -777295.437500 Penalty: 4366.796387
	Iteration 18Q: 3 clusters Score -777295.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -777301.687500 Penalty: 4366.796387
	Iteration 19Q: 3 clusters Score -777301.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -777304.875000 Penalty: 4366.796387
	Iteration 20F: 3 clusters Score -777304.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -777306.750000 Penalty: 4366.796387
	Iteration 21Q: 3 clusters Score -777306.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -777309.687500 Penalty: 4366.796387
	Iteration 22Q: 3 clusters Score -777309.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -777313.000000 Penalty: 4366.796387
	Iteration 23Q: 3 clusters Score -777313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -777317.125000 Penalty: 4366.796387
	Iteration 24Q: 3 clusters Score -777317.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -777318.875000 Penalty: 4366.796387
	Iteration 25Q: 3 clusters Score -777318.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -777323.437500 Penalty: 4366.796387
	Iteration 26Q: 3 clusters Score -777323.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -777325.187500 Penalty: 4366.796387
	Iteration 27Q: 3 clusters Score -777325.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -777325.625000 Penalty: 4366.796387
	Iteration 28Q: 3 clusters Score -777325.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -777325.375000 Penalty: 4366.796387
	Iteration 29Q: 3 clusters Score -777325.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -777329.187500 Penalty: 4366.796387
	Iteration 30Q: 3 clusters Score -777329.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -777328.062500 Penalty: 4366.796387
	Iteration 31Q: 3 clusters Score -777328.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -777328.062500 Penalty: 4366.796387
	Iteration 32F: 3 clusters Score -777328.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (184664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184664 members 
Entering Unmasked Estep 
Score: -22734810.000000 Penalty: 3007.320801
	Iteration 0F: 2 clusters Score -2.273481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92620 members 
Mstep: Class 2 contains 92044 members 
Entering Unmasked Estep 
Score: -22615920.000000 Penalty: 6014.641602
	Iteration 0F: 3 clusters Score -2.261592e+07 nChanged 88489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96265 members 
Mstep: Class 2 contains 88399 members 
Entering Unmasked Estep 
Score: -22667808.000000 Penalty: 6014.641602
	Iteration 1F: 3 clusters Score -2.266781e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98495 members 
Mstep: Class 2 contains 86169 members 
Entering Unmasked Estep 
Score: -22669044.000000 Penalty: 6014.641602
	Iteration 2Q: 3 clusters Score -2.266904e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101963 members 
Mstep: Class 2 contains 82701 members 
Entering Unmasked Estep 
Score: -22670778.000000 Penalty: 6014.641602
	Iteration 3Q: 3 clusters Score -2.267078e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107309 members 
Mstep: Class 2 contains 77355 members 
Entering Unmasked Estep 
Score: -22673568.000000 Penalty: 6014.641602
	Iteration 4Q: 3 clusters Score -2.267357e+07 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115236 members 
Mstep: Class 2 contains 69428 members 
Entering Unmasked Estep 
Score: -22677778.000000 Penalty: 6014.641602
	Iteration 5Q: 3 clusters Score -2.267778e+07 nChanged 11742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126628 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -22685208.000000 Penalty: 6014.641602
	Iteration 6F: 3 clusters Score -2.268521e+07 nChanged 15199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141751 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -22697394.000000 Penalty: 6014.641602
	Iteration 7F: 3 clusters Score -2.269739e+07 nChanged 16864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158597 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -22712216.000000 Penalty: 6014.641602
	Iteration 8F: 3 clusters Score -2.271222e+07 nChanged 13578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172171 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -22723218.000000 Penalty: 6014.641602
	Iteration 9F: 3 clusters Score -2.272322e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179592 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -22728710.000000 Penalty: 6014.641602
	Iteration 10Q: 3 clusters Score -2.272871e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182616 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -22730884.000000 Penalty: 6014.641602
	Iteration 11Q: 3 clusters Score -2.273088e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183622 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -22731568.000000 Penalty: 6014.641602
	Iteration 12Q: 3 clusters Score -2.273157e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183967 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -22731842.000000 Penalty: 6014.641602
	Iteration 13Q: 3 clusters Score -2.273184e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184118 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -22732004.000000 Penalty: 6014.641602
	Iteration 14Q: 3 clusters Score -2.2732e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184174 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -22732084.000000 Penalty: 6014.641602
	Iteration 15Q: 3 clusters Score -2.273208e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184193 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -22732128.000000 Penalty: 6014.641602
	Iteration 16Q: 3 clusters Score -2.273213e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184204 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -22732134.000000 Penalty: 6014.641602
	Iteration 17Q: 3 clusters Score -2.273213e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184216 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -22732160.000000 Penalty: 6014.641602
	Iteration 18Q: 3 clusters Score -2.273216e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184223 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -22732164.000000 Penalty: 6014.641602
	Iteration 19Q: 3 clusters Score -2.273216e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184233 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -22732206.000000 Penalty: 6014.641602
	Iteration 20F: 3 clusters Score -2.273221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184240 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -22732200.000000 Penalty: 6014.641602
	Iteration 21Q: 3 clusters Score -2.27322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184244 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -22732202.000000 Penalty: 6014.641602
	Iteration 22Q: 3 clusters Score -2.27322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184251 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -22732216.000000 Penalty: 6014.641602
	Iteration 23Q: 3 clusters Score -2.273222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184257 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -22732220.000000 Penalty: 6014.641602
	Iteration 24Q: 3 clusters Score -2.273222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184258 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -22732218.000000 Penalty: 6014.641602
	Iteration 25Q: 3 clusters Score -2.273222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184255 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -22732222.000000 Penalty: 6014.641602
	Iteration 26Q: 3 clusters Score -2.273222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184253 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -22732220.000000 Penalty: 6014.641602
	Iteration 27Q: 3 clusters Score -2.273222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184252 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -22732222.000000 Penalty: 6014.641602
	Iteration 28Q: 3 clusters Score -2.273222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184251 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -22732216.000000 Penalty: 6014.641602
	Iteration 29Q: 3 clusters Score -2.273222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184251 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -22732216.000000 Penalty: 6014.641602
	Iteration 30F: 3 clusters Score -2.273222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Entering Unmasked Estep 
Score: -4883091.500000 Penalty: 2644.831787
	Iteration 0F: 2 clusters Score -4883092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -4854119.500000 Penalty: 5289.663574
	Iteration 0F: 3 clusters Score -4854120 nChanged 19640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -4865060.500000 Penalty: 5289.663574
	Iteration 1F: 3 clusters Score -4865060 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -4865798.500000 Penalty: 5289.663574
	Iteration 2Q: 3 clusters Score -4865798 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -4866746.500000 Penalty: 5289.663574
	Iteration 3Q: 3 clusters Score -4866746 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -4868071.500000 Penalty: 5289.663574
	Iteration 4F: 3 clusters Score -4868072 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -4869598.000000 Penalty: 5289.663574
	Iteration 5F: 3 clusters Score -4869598 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -4871389.500000 Penalty: 5289.663574
	Iteration 6F: 3 clusters Score -4871390 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -4873300.000000 Penalty: 5289.663574
	Iteration 7F: 3 clusters Score -4873300 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -4875178.500000 Penalty: 5289.663574
	Iteration 8F: 3 clusters Score -4875178 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -4876840.000000 Penalty: 5289.663574
	Iteration 9F: 3 clusters Score -4876840 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -4878225.500000 Penalty: 5289.663574
	Iteration 10Q: 3 clusters Score -4878226 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -4879241.000000 Penalty: 5289.663574
	Iteration 11Q: 3 clusters Score -4879241 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -4879923.500000 Penalty: 5289.663574
	Iteration 12Q: 3 clusters Score -4879924 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -4880376.000000 Penalty: 5289.663574
	Iteration 13Q: 3 clusters Score -4880376 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -4880627.000000 Penalty: 5289.663574
	Iteration 14Q: 3 clusters Score -4880627 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -4880816.000000 Penalty: 5289.663574
	Iteration 15Q: 3 clusters Score -4880816 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -4880954.000000 Penalty: 5289.663574
	Iteration 16Q: 3 clusters Score -4880954 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -4881040.000000 Penalty: 5289.663574
	Iteration 17Q: 3 clusters Score -4881040 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -4881088.000000 Penalty: 5289.663574
	Iteration 18Q: 3 clusters Score -4881088 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -4881135.000000 Penalty: 5289.663574
	Iteration 19Q: 3 clusters Score -4881135 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -4881180.000000 Penalty: 5289.663574
	Iteration 20F: 3 clusters Score -4881180 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -4881218.000000 Penalty: 5289.663574
	Iteration 21Q: 3 clusters Score -4881218 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -4881250.000000 Penalty: 5289.663574
	Iteration 22Q: 3 clusters Score -4881250 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -4881271.500000 Penalty: 5289.663574
	Iteration 23Q: 3 clusters Score -4881272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -4881297.500000 Penalty: 5289.663574
	Iteration 24Q: 3 clusters Score -4881298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -4881319.500000 Penalty: 5289.663574
	Iteration 25Q: 3 clusters Score -4881320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -4881341.000000 Penalty: 5289.663574
	Iteration 26Q: 3 clusters Score -4881341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -4881354.500000 Penalty: 5289.663574
	Iteration 27Q: 3 clusters Score -4881354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -4881371.500000 Penalty: 5289.663574
	Iteration 28Q: 3 clusters Score -4881372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -4881390.000000 Penalty: 5289.663574
	Iteration 29Q: 3 clusters Score -4881390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -4881398.500000 Penalty: 5289.663574
	Iteration 30Q: 3 clusters Score -4881398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -4881402.000000 Penalty: 5289.663574
	Iteration 31Q: 3 clusters Score -4881402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -4881413.500000 Penalty: 5289.663574
	Iteration 32Q: 3 clusters Score -4881414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -4881424.500000 Penalty: 5289.663574
	Iteration 33Q: 3 clusters Score -4881424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -4881424.500000 Penalty: 5289.663574
	Iteration 34Q: 3 clusters Score -4881424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -4881433.500000 Penalty: 5289.663574
	Iteration 35Q: 3 clusters Score -4881434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -4881436.000000 Penalty: 5289.663574
	Iteration 36Q: 3 clusters Score -4881436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -4881443.000000 Penalty: 5289.663574
	Iteration 37Q: 3 clusters Score -4881443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -4881458.000000 Penalty: 5289.663574
	Iteration 38Q: 3 clusters Score -4881458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -4881465.500000 Penalty: 5289.663574
	Iteration 39Q: 3 clusters Score -4881466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -4881468.500000 Penalty: 5289.663574
	Iteration 40F: 3 clusters Score -4881468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -4881484.000000 Penalty: 5289.663574
	Iteration 41Q: 3 clusters Score -4881484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -4881484.500000 Penalty: 5289.663574
	Iteration 42Q: 3 clusters Score -4881484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -4881488.500000 Penalty: 5289.663574
	Iteration 43Q: 3 clusters Score -4881488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -4881493.000000 Penalty: 5289.663574
	Iteration 44Q: 3 clusters Score -4881493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -4881501.500000 Penalty: 5289.663574
	Iteration 45Q: 3 clusters Score -4881502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -4881507.500000 Penalty: 5289.663574
	Iteration 46Q: 3 clusters Score -4881508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -4881509.500000 Penalty: 5289.663574
	Iteration 47Q: 3 clusters Score -4881510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -4881521.000000 Penalty: 5289.663574
	Iteration 48Q: 3 clusters Score -4881521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -4881522.500000 Penalty: 5289.663574
	Iteration 49Q: 3 clusters Score -4881522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -4881533.000000 Penalty: 5289.663574
	Iteration 50Q: 3 clusters Score -4881533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -4881544.000000 Penalty: 5289.663574
	Iteration 51Q: 3 clusters Score -4881544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -4881550.000000 Penalty: 5289.663574
	Iteration 52Q: 3 clusters Score -4881550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -4881561.000000 Penalty: 5289.663574
	Iteration 53Q: 3 clusters Score -4881561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -4881574.500000 Penalty: 5289.663574
	Iteration 54Q: 3 clusters Score -4881574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -4881588.500000 Penalty: 5289.663574
	Iteration 55Q: 3 clusters Score -4881588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -4881601.500000 Penalty: 5289.663574
	Iteration 56Q: 3 clusters Score -4881602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -4881606.000000 Penalty: 5289.663574
	Iteration 57Q: 3 clusters Score -4881606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -4881624.500000 Penalty: 5289.663574
	Iteration 58Q: 3 clusters Score -4881624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -4881622.000000 Penalty: 5289.663574
	Iteration 59Q: 3 clusters Score -4881622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -4881628.500000 Penalty: 5289.663574
	Iteration 60F: 3 clusters Score -4881628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -4881628.000000 Penalty: 5289.663574
	Iteration 61Q: 3 clusters Score -4881628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -4881628.500000 Penalty: 5289.663574
	Iteration 62Q: 3 clusters Score -4881628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -4881629.500000 Penalty: 5289.663574
	Iteration 63Q: 3 clusters Score -4881630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -4881637.000000 Penalty: 5289.663574
	Iteration 64Q: 3 clusters Score -4881637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -4881639.500000 Penalty: 5289.663574
	Iteration 65Q: 3 clusters Score -4881640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -4881640.500000 Penalty: 5289.663574
	Iteration 66Q: 3 clusters Score -4881640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -4881644.500000 Penalty: 5289.663574
	Iteration 67Q: 3 clusters Score -4881644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -4881653.500000 Penalty: 5289.663574
	Iteration 68Q: 3 clusters Score -4881654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -4881657.000000 Penalty: 5289.663574
	Iteration 69Q: 3 clusters Score -4881657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -4881667.000000 Penalty: 5289.663574
	Iteration 70Q: 3 clusters Score -4881667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -4881684.500000 Penalty: 5289.663574
	Iteration 71Q: 3 clusters Score -4881684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -4881688.500000 Penalty: 5289.663574
	Iteration 72Q: 3 clusters Score -4881688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -4881697.500000 Penalty: 5289.663574
	Iteration 73Q: 3 clusters Score -4881698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -4881700.000000 Penalty: 5289.663574
	Iteration 74Q: 3 clusters Score -4881700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -4881707.500000 Penalty: 5289.663574
	Iteration 75Q: 3 clusters Score -4881708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -4881733.500000 Penalty: 5289.663574
	Iteration 76Q: 3 clusters Score -4881734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -4881740.000000 Penalty: 5289.663574
	Iteration 77Q: 3 clusters Score -4881740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -4881750.500000 Penalty: 5289.663574
	Iteration 78Q: 3 clusters Score -4881750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -4881749.500000 Penalty: 5289.663574
	Iteration 79Q: 3 clusters Score -4881750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -4881756.000000 Penalty: 5289.663574
	Iteration 80F: 3 clusters Score -4881756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -4881765.500000 Penalty: 5289.663574
	Iteration 81Q: 3 clusters Score -4881766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -4881774.000000 Penalty: 5289.663574
	Iteration 82Q: 3 clusters Score -4881774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 41999 members 
Entering Unmasked Estep 
Score: -4881776.500000 Penalty: 5289.663574
	Iteration 83Q: 3 clusters Score -4881776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -4881777.000000 Penalty: 5289.663574
	Iteration 84Q: 3 clusters Score -4881777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -4881777.000000 Penalty: 5289.663574
	Iteration 85Q: 3 clusters Score -4881777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -4881779.000000 Penalty: 5289.663574
	Iteration 86Q: 3 clusters Score -4881779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -4881784.000000 Penalty: 5289.663574
	Iteration 87Q: 3 clusters Score -4881784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -4881783.500000 Penalty: 5289.663574
	Iteration 88Q: 3 clusters Score -4881784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -4881782.500000 Penalty: 5289.663574
	Iteration 89Q: 3 clusters Score -4881782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -4881787.000000 Penalty: 5289.663574
	Iteration 90Q: 3 clusters Score -4881787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -4881784.000000 Penalty: 5289.663574
	Iteration 91Q: 3 clusters Score -4881784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -4881783.500000 Penalty: 5289.663574
	Iteration 92Q: 3 clusters Score -4881784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4881786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -4881785.500000 Penalty: 5289.663574
	Iteration 94F: 3 clusters Score -4881786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Entering Unmasked Estep 
Score: -1490008.750000 Penalty: 2330.822754
	Iteration 0F: 2 clusters Score -1490009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1481041.250000 Penalty: 4661.645508
	Iteration 0F: 3 clusters Score -1481041 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1483758.375000 Penalty: 4661.645508
	Iteration 1F: 3 clusters Score -1483758 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1484052.625000 Penalty: 4661.645508
	Iteration 2F: 3 clusters Score -1484053 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1484302.875000 Penalty: 4661.645508
	Iteration 3Q: 3 clusters Score -1484303 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1484513.250000 Penalty: 4661.645508
	Iteration 4Q: 3 clusters Score -1484513 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1484714.750000 Penalty: 4661.645508
	Iteration 5Q: 3 clusters Score -1484715 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1484882.125000 Penalty: 4661.645508
	Iteration 6Q: 3 clusters Score -1484882 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1485028.250000 Penalty: 4661.645508
	Iteration 7Q: 3 clusters Score -1485028 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1485168.250000 Penalty: 4661.645508
	Iteration 8Q: 3 clusters Score -1485168 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1485307.000000 Penalty: 4661.645508
	Iteration 9Q: 3 clusters Score -1485307 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1485448.625000 Penalty: 4661.645508
	Iteration 10Q: 3 clusters Score -1485449 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1485598.875000 Penalty: 4661.645508
	Iteration 11Q: 3 clusters Score -1485599 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1485743.000000 Penalty: 4661.645508
	Iteration 12Q: 3 clusters Score -1485743 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1485884.500000 Penalty: 4661.645508
	Iteration 13Q: 3 clusters Score -1485884 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1486019.625000 Penalty: 4661.645508
	Iteration 14Q: 3 clusters Score -1486020 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1486117.875000 Penalty: 4661.645508
	Iteration 15Q: 3 clusters Score -1486118 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1486172.750000 Penalty: 4661.645508
	Iteration 16Q: 3 clusters Score -1486173 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1486213.125000 Penalty: 4661.645508
	Iteration 17Q: 3 clusters Score -1486213 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1486262.125000 Penalty: 4661.645508
	Iteration 18Q: 3 clusters Score -1486262 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1486306.375000 Penalty: 4661.645508
	Iteration 19Q: 3 clusters Score -1486306 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1486347.000000 Penalty: 4661.645508
	Iteration 20F: 3 clusters Score -1486347 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1486394.625000 Penalty: 4661.645508
	Iteration 21Q: 3 clusters Score -1486395 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1486445.375000 Penalty: 4661.645508
	Iteration 22Q: 3 clusters Score -1486445 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1486506.500000 Penalty: 4661.645508
	Iteration 23Q: 3 clusters Score -1486506 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1486554.250000 Penalty: 4661.645508
	Iteration 24Q: 3 clusters Score -1486554 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1486617.500000 Penalty: 4661.645508
	Iteration 25Q: 3 clusters Score -1486618 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1486686.250000 Penalty: 4661.645508
	Iteration 26Q: 3 clusters Score -1486686 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1486769.125000 Penalty: 4661.645508
	Iteration 27Q: 3 clusters Score -1486769 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1486877.250000 Penalty: 4661.645508
	Iteration 28Q: 3 clusters Score -1486877 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1487011.750000 Penalty: 4661.645508
	Iteration 29Q: 3 clusters Score -1487012 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1487154.875000 Penalty: 4661.645508
	Iteration 30Q: 3 clusters Score -1487155 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1487316.375000 Penalty: 4661.645508
	Iteration 31Q: 3 clusters Score -1487316 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1487488.125000 Penalty: 4661.645508
	Iteration 32Q: 3 clusters Score -1487488 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1487627.000000 Penalty: 4661.645508
	Iteration 33Q: 3 clusters Score -1487627 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1487727.500000 Penalty: 4661.645508
	Iteration 34Q: 3 clusters Score -1487728 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1487813.125000 Penalty: 4661.645508
	Iteration 35Q: 3 clusters Score -1487813 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1487878.625000 Penalty: 4661.645508
	Iteration 36Q: 3 clusters Score -1487879 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1487950.250000 Penalty: 4661.645508
	Iteration 37Q: 3 clusters Score -1487950 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1488026.125000 Penalty: 4661.645508
	Iteration 38Q: 3 clusters Score -1488026 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1488092.750000 Penalty: 4661.645508
	Iteration 39Q: 3 clusters Score -1488093 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1488146.500000 Penalty: 4661.645508
	Iteration 40F: 3 clusters Score -1488146 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1488188.750000 Penalty: 4661.645508
	Iteration 41Q: 3 clusters Score -1488189 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1488233.000000 Penalty: 4661.645508
	Iteration 42Q: 3 clusters Score -1488233 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1488270.250000 Penalty: 4661.645508
	Iteration 43Q: 3 clusters Score -1488270 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1488302.250000 Penalty: 4661.645508
	Iteration 44Q: 3 clusters Score -1488302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1488323.750000 Penalty: 4661.645508
	Iteration 45Q: 3 clusters Score -1488324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1488335.375000 Penalty: 4661.645508
	Iteration 46Q: 3 clusters Score -1488335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1488337.000000 Penalty: 4661.645508
	Iteration 47Q: 3 clusters Score -1488337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1488336.000000 Penalty: 4661.645508
	Iteration 48Q: 3 clusters Score -1488336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1488339.250000 Penalty: 4661.645508
	Iteration 49Q: 3 clusters Score -1488339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1488342.500000 Penalty: 4661.645508
	Iteration 50Q: 3 clusters Score -1488342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1488348.125000 Penalty: 4661.645508
	Iteration 51Q: 3 clusters Score -1488348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1488356.250000 Penalty: 4661.645508
	Iteration 52Q: 3 clusters Score -1488356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1488361.500000 Penalty: 4661.645508
	Iteration 53Q: 3 clusters Score -1488362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1488363.125000 Penalty: 4661.645508
	Iteration 54Q: 3 clusters Score -1488363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1488364.875000 Penalty: 4661.645508
	Iteration 55Q: 3 clusters Score -1488365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1488362.500000 Penalty: 4661.645508
	Iteration 56Q: 3 clusters Score -1488362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1488362.500000 Penalty: 4661.645508
	Iteration 57F: 3 clusters Score -1488362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Entering Unmasked Estep 
Score: -1213597.375000 Penalty: 2284.065186
	Iteration 0F: 2 clusters Score -1213597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1205932.125000 Penalty: 4568.130371
	Iteration 0F: 3 clusters Score -1205932 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1208162.875000 Penalty: 4568.130371
	Iteration 1F: 3 clusters Score -1208163 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1208457.375000 Penalty: 4568.130371
	Iteration 2F: 3 clusters Score -1208457 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1208718.250000 Penalty: 4568.130371
	Iteration 3F: 3 clusters Score -1208718 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1208970.625000 Penalty: 4568.130371
	Iteration 4Q: 3 clusters Score -1208971 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1209231.000000 Penalty: 4568.130371
	Iteration 5Q: 3 clusters Score -1209231 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1209485.625000 Penalty: 4568.130371
	Iteration 6Q: 3 clusters Score -1209486 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1209733.125000 Penalty: 4568.130371
	Iteration 7Q: 3 clusters Score -1209733 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1209992.250000 Penalty: 4568.130371
	Iteration 8Q: 3 clusters Score -1209992 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1210275.250000 Penalty: 4568.130371
	Iteration 9Q: 3 clusters Score -1210275 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1210564.000000 Penalty: 4568.130371
	Iteration 10Q: 3 clusters Score -1210564 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1210833.625000 Penalty: 4568.130371
	Iteration 11Q: 3 clusters Score -1210834 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1211071.625000 Penalty: 4568.130371
	Iteration 12Q: 3 clusters Score -1211072 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1211246.750000 Penalty: 4568.130371
	Iteration 13Q: 3 clusters Score -1211247 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1211355.000000 Penalty: 4568.130371
	Iteration 14Q: 3 clusters Score -1211355 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1211430.625000 Penalty: 4568.130371
	Iteration 15Q: 3 clusters Score -1211431 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1211490.250000 Penalty: 4568.130371
	Iteration 16Q: 3 clusters Score -1211490 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1211545.625000 Penalty: 4568.130371
	Iteration 17Q: 3 clusters Score -1211546 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1211580.125000 Penalty: 4568.130371
	Iteration 18Q: 3 clusters Score -1211580 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1211605.000000 Penalty: 4568.130371
	Iteration 19Q: 3 clusters Score -1211605 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1211624.500000 Penalty: 4568.130371
	Iteration 20F: 3 clusters Score -1211624 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1211635.000000 Penalty: 4568.130371
	Iteration 21Q: 3 clusters Score -1211635 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1211644.375000 Penalty: 4568.130371
	Iteration 22Q: 3 clusters Score -1211644 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1211656.750000 Penalty: 4568.130371
	Iteration 23Q: 3 clusters Score -1211657 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1211668.375000 Penalty: 4568.130371
	Iteration 24Q: 3 clusters Score -1211668 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1211677.375000 Penalty: 4568.130371
	Iteration 25Q: 3 clusters Score -1211677 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1211685.250000 Penalty: 4568.130371
	Iteration 26Q: 3 clusters Score -1211685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1211688.875000 Penalty: 4568.130371
	Iteration 27Q: 3 clusters Score -1211689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1211693.625000 Penalty: 4568.130371
	Iteration 28Q: 3 clusters Score -1211694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1211698.250000 Penalty: 4568.130371
	Iteration 29Q: 3 clusters Score -1211698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1211705.375000 Penalty: 4568.130371
	Iteration 30Q: 3 clusters Score -1211705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1211711.625000 Penalty: 4568.130371
	Iteration 31Q: 3 clusters Score -1211712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1211709.375000 Penalty: 4568.130371
	Iteration 32Q: 3 clusters Score -1211709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1211713.375000 Penalty: 4568.130371
	Iteration 33Q: 3 clusters Score -1211713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1211712.000000 Penalty: 4568.130371
	Iteration 34Q: 3 clusters Score -1211712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1211718.750000 Penalty: 4568.130371
	Iteration 35Q: 3 clusters Score -1211719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1211720.500000 Penalty: 4568.130371
	Iteration 36Q: 3 clusters Score -1211720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1211721.500000 Penalty: 4568.130371
	Iteration 37Q: 3 clusters Score -1211722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1211724.125000 Penalty: 4568.130371
	Iteration 38Q: 3 clusters Score -1211724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1211724.250000 Penalty: 4568.130371
	Iteration 39Q: 3 clusters Score -1211724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1211725.875000 Penalty: 4568.130371
	Iteration 40F: 3 clusters Score -1211726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1211725.250000 Penalty: 4568.130371
	Iteration 41Q: 3 clusters Score -1211725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1211728.000000 Penalty: 4568.130371
	Iteration 42Q: 3 clusters Score -1211728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1211732.750000 Penalty: 4568.130371
	Iteration 43Q: 3 clusters Score -1211733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1211734.125000 Penalty: 4568.130371
	Iteration 44Q: 3 clusters Score -1211734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1211737.500000 Penalty: 4568.130371
	Iteration 45Q: 3 clusters Score -1211738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1211736.750000 Penalty: 4568.130371
	Iteration 46Q: 3 clusters Score -1211737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1211736.625000 Penalty: 4568.130371
	Iteration 47Q: 3 clusters Score -1211737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1211737.625000 Penalty: 4568.130371
	Iteration 48Q: 3 clusters Score -1211738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1211740.875000 Penalty: 4568.130371
	Iteration 49Q: 3 clusters Score -1211741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1211744.625000 Penalty: 4568.130371
	Iteration 50Q: 3 clusters Score -1211745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1211746.000000 Penalty: 4568.130371
	Iteration 51Q: 3 clusters Score -1211746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1211749.125000 Penalty: 4568.130371
	Iteration 52Q: 3 clusters Score -1211749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1211749.000000 Penalty: 4568.130371
	Iteration 53Q: 3 clusters Score -1211749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1211748.125000 Penalty: 4568.130371
	Iteration 54Q: 3 clusters Score -1211748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1211754.375000 Penalty: 4568.130371
	Iteration 55Q: 3 clusters Score -1211754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1211753.000000 Penalty: 4568.130371
	Iteration 56Q: 3 clusters Score -1211753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1211755.375000 Penalty: 4568.130371
	Iteration 57Q: 3 clusters Score -1211755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1211754.125000 Penalty: 4568.130371
	Iteration 58Q: 3 clusters Score -1211754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1211759.125000 Penalty: 4568.130371
	Iteration 59Q: 3 clusters Score -1211759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1211757.375000 Penalty: 4568.130371
	Iteration 60F: 3 clusters Score -1211757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1211759.125000 Penalty: 4568.130371
	Iteration 61Q: 3 clusters Score -1211759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1211758.625000 Penalty: 4568.130371
	Iteration 62Q: 3 clusters Score -1211759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1211758.250000 Penalty: 4568.130371
	Iteration 63Q: 3 clusters Score -1211758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1211758.625000 Penalty: 4568.130371
	Iteration 64Q: 3 clusters Score -1211759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1211758.625000 Penalty: 4568.130371
	Iteration 65F: 3 clusters Score -1211759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (102626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102626 members 
Entering Unmasked Estep 
Score: -12558772.000000 Penalty: 2861.634033
	Iteration 0F: 2 clusters Score -1.255877e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -12489987.000000 Penalty: 5723.268066
	Iteration 0F: 3 clusters Score -1.248999e+07 nChanged 48705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49760 members 
Mstep: Class 2 contains 52866 members 
Entering Unmasked Estep 
Score: -12518595.000000 Penalty: 5723.268066
	Iteration 1F: 3 clusters Score -1.25186e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -12520286.000000 Penalty: 5723.268066
	Iteration 2Q: 3 clusters Score -1.252029e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48130 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -12522747.000000 Penalty: 5723.268066
	Iteration 3Q: 3 clusters Score -1.252275e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 56397 members 
Entering Unmasked Estep 
Score: -12525931.000000 Penalty: 5723.268066
	Iteration 4F: 3 clusters Score -1.252593e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 59482 members 
Entering Unmasked Estep 
Score: -12530536.000000 Penalty: 5723.268066
	Iteration 5F: 3 clusters Score -1.253054e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 63916 members 
Entering Unmasked Estep 
Score: -12536412.000000 Penalty: 5723.268066
	Iteration 6F: 3 clusters Score -1.253641e+07 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 69093 members 
Entering Unmasked Estep 
Score: -12543777.000000 Penalty: 5723.268066
	Iteration 7F: 3 clusters Score -1.254378e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 73320 members 
Entering Unmasked Estep 
Score: -12550002.000000 Penalty: 5723.268066
	Iteration 8F: 3 clusters Score -1.255e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 75875 members 
Entering Unmasked Estep 
Score: -12553205.000000 Penalty: 5723.268066
	Iteration 9Q: 3 clusters Score -1.25532e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 77573 members 
Entering Unmasked Estep 
Score: -12554638.000000 Penalty: 5723.268066
	Iteration 10Q: 3 clusters Score -1.255464e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 78864 members 
Entering Unmasked Estep 
Score: -12555411.000000 Penalty: 5723.268066
	Iteration 11Q: 3 clusters Score -1.255541e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 79974 members 
Entering Unmasked Estep 
Score: -12555912.000000 Penalty: 5723.268066
	Iteration 12Q: 3 clusters Score -1.255591e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 80898 members 
Entering Unmasked Estep 
Score: -12556280.000000 Penalty: 5723.268066
	Iteration 13Q: 3 clusters Score -1.255628e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 81742 members 
Entering Unmasked Estep 
Score: -12556567.000000 Penalty: 5723.268066
	Iteration 14Q: 3 clusters Score -1.255657e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 82506 members 
Entering Unmasked Estep 
Score: -12556769.000000 Penalty: 5723.268066
	Iteration 15Q: 3 clusters Score -1.255677e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 83176 members 
Entering Unmasked Estep 
Score: -12557001.000000 Penalty: 5723.268066
	Iteration 16Q: 3 clusters Score -1.2557e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 83745 members 
Entering Unmasked Estep 
Score: -12557110.000000 Penalty: 5723.268066
	Iteration 17Q: 3 clusters Score -1.255711e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 84318 members 
Entering Unmasked Estep 
Score: -12557209.000000 Penalty: 5723.268066
	Iteration 18Q: 3 clusters Score -1.255721e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 84888 members 
Entering Unmasked Estep 
Score: -12557292.000000 Penalty: 5723.268066
	Iteration 19Q: 3 clusters Score -1.255729e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 85396 members 
Entering Unmasked Estep 
Score: -12557386.000000 Penalty: 5723.268066
	Iteration 20F: 3 clusters Score -1.255739e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 85842 members 
Entering Unmasked Estep 
Score: -12557430.000000 Penalty: 5723.268066
	Iteration 21Q: 3 clusters Score -1.255743e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 86275 members 
Entering Unmasked Estep 
Score: -12557483.000000 Penalty: 5723.268066
	Iteration 22Q: 3 clusters Score -1.255748e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 86686 members 
Entering Unmasked Estep 
Score: -12557560.000000 Penalty: 5723.268066
	Iteration 23Q: 3 clusters Score -1.255756e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 87058 members 
Entering Unmasked Estep 
Score: -12557668.000000 Penalty: 5723.268066
	Iteration 24Q: 3 clusters Score -1.255767e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 87411 members 
Entering Unmasked Estep 
Score: -12557722.000000 Penalty: 5723.268066
	Iteration 25Q: 3 clusters Score -1.255772e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 87741 members 
Entering Unmasked Estep 
Score: -12557763.000000 Penalty: 5723.268066
	Iteration 26Q: 3 clusters Score -1.255776e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 88056 members 
Entering Unmasked Estep 
Score: -12557794.000000 Penalty: 5723.268066
	Iteration 27Q: 3 clusters Score -1.255779e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 88345 members 
Entering Unmasked Estep 
Score: -12557808.000000 Penalty: 5723.268066
	Iteration 28Q: 3 clusters Score -1.255781e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 88607 members 
Entering Unmasked Estep 
Score: -12557833.000000 Penalty: 5723.268066
	Iteration 29Q: 3 clusters Score -1.255783e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 88878 members 
Entering Unmasked Estep 
Score: -12557888.000000 Penalty: 5723.268066
	Iteration 30Q: 3 clusters Score -1.255789e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 89148 members 
Entering Unmasked Estep 
Score: -12557931.000000 Penalty: 5723.268066
	Iteration 31Q: 3 clusters Score -1.255793e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 89430 members 
Entering Unmasked Estep 
Score: -12557958.000000 Penalty: 5723.268066
	Iteration 32Q: 3 clusters Score -1.255796e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 89692 members 
Entering Unmasked Estep 
Score: -12557971.000000 Penalty: 5723.268066
	Iteration 33Q: 3 clusters Score -1.255797e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 89946 members 
Entering Unmasked Estep 
Score: -12557983.000000 Penalty: 5723.268066
	Iteration 34Q: 3 clusters Score -1.255798e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 90193 members 
Entering Unmasked Estep 
Score: -12557993.000000 Penalty: 5723.268066
	Iteration 35Q: 3 clusters Score -1.255799e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 90426 members 
Entering Unmasked Estep 
Score: -12558047.000000 Penalty: 5723.268066
	Iteration 36Q: 3 clusters Score -1.255805e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 90626 members 
Entering Unmasked Estep 
Score: -12558118.000000 Penalty: 5723.268066
	Iteration 37Q: 3 clusters Score -1.255812e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 90831 members 
Entering Unmasked Estep 
Score: -12558146.000000 Penalty: 5723.268066
	Iteration 38Q: 3 clusters Score -1.255815e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 91002 members 
Entering Unmasked Estep 
Score: -12558150.000000 Penalty: 5723.268066
	Iteration 39Q: 3 clusters Score -1.255815e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 91184 members 
Entering Unmasked Estep 
Score: -12558149.000000 Penalty: 5723.268066
	Iteration 40F: 3 clusters Score -1.255815e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 91356 members 
Entering Unmasked Estep 
Score: -12558172.000000 Penalty: 5723.268066
	Iteration 41Q: 3 clusters Score -1.255817e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 91493 members 
Entering Unmasked Estep 
Score: -12558209.000000 Penalty: 5723.268066
	Iteration 42Q: 3 clusters Score -1.255821e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 91611 members 
Entering Unmasked Estep 
Score: -12558227.000000 Penalty: 5723.268066
	Iteration 43Q: 3 clusters Score -1.255823e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 91711 members 
Entering Unmasked Estep 
Score: -12558261.000000 Penalty: 5723.268066
	Iteration 44Q: 3 clusters Score -1.255826e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 91797 members 
Entering Unmasked Estep 
Score: -12558242.000000 Penalty: 5723.268066
	Iteration 45Q: 3 clusters Score -1.255824e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 91880 members 
Entering Unmasked Estep 
Score: -12558252.000000 Penalty: 5723.268066
	Iteration 46Q: 3 clusters Score -1.255825e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 91977 members 
Entering Unmasked Estep 
Score: -12558264.000000 Penalty: 5723.268066
	Iteration 47Q: 3 clusters Score -1.255826e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 92069 members 
Entering Unmasked Estep 
Score: -12558274.000000 Penalty: 5723.268066
	Iteration 48Q: 3 clusters Score -1.255827e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 92162 members 
Entering Unmasked Estep 
Score: -12558292.000000 Penalty: 5723.268066
	Iteration 49Q: 3 clusters Score -1.255829e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 92252 members 
Entering Unmasked Estep 
Score: -12558303.000000 Penalty: 5723.268066
	Iteration 50Q: 3 clusters Score -1.25583e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 92338 members 
Entering Unmasked Estep 
Score: -12558264.000000 Penalty: 5723.268066
	Iteration 51Q: 3 clusters Score -1.255826e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 92415 members 
Entering Unmasked Estep 
Score: -12558306.000000 Penalty: 5723.268066
	Iteration 52Q: 3 clusters Score -1.255831e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 92489 members 
Entering Unmasked Estep 
Score: -12558318.000000 Penalty: 5723.268066
	Iteration 53Q: 3 clusters Score -1.255832e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 92560 members 
Entering Unmasked Estep 
Score: -12558308.000000 Penalty: 5723.268066
	Iteration 54Q: 3 clusters Score -1.255831e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 92609 members 
Entering Unmasked Estep 
Score: -12558312.000000 Penalty: 5723.268066
	Iteration 55Q: 3 clusters Score -1.255831e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 92661 members 
Entering Unmasked Estep 
Score: -12558293.000000 Penalty: 5723.268066
	Iteration 56Q: 3 clusters Score -1.255829e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 92704 members 
Entering Unmasked Estep 
Score: -12558302.000000 Penalty: 5723.268066
	Iteration 57Q: 3 clusters Score -1.25583e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 92745 members 
Entering Unmasked Estep 
Score: -12558324.000000 Penalty: 5723.268066
	Iteration 58Q: 3 clusters Score -1.255832e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 92790 members 
Entering Unmasked Estep 
Score: -12558333.000000 Penalty: 5723.268066
	Iteration 59Q: 3 clusters Score -1.255833e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 92827 members 
Entering Unmasked Estep 
Score: -12558337.000000 Penalty: 5723.268066
	Iteration 60F: 3 clusters Score -1.255834e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 92868 members 
Entering Unmasked Estep 
Score: -12558318.000000 Penalty: 5723.268066
	Iteration 61Q: 3 clusters Score -1.255832e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 92909 members 
Entering Unmasked Estep 
Score: -12558320.000000 Penalty: 5723.268066
	Iteration 62Q: 3 clusters Score -1.255832e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 92952 members 
Entering Unmasked Estep 
Score: -12558312.000000 Penalty: 5723.268066
	Iteration 63Q: 3 clusters Score -1.255831e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 92992 members 
Entering Unmasked Estep 
Score: -12558322.000000 Penalty: 5723.268066
	Iteration 64Q: 3 clusters Score -1.255832e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 93024 members 
Entering Unmasked Estep 
Score: -12558316.000000 Penalty: 5723.268066
	Iteration 65Q: 3 clusters Score -1.255832e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 93063 members 
Entering Unmasked Estep 
Score: -12558300.000000 Penalty: 5723.268066
	Iteration 66Q: 3 clusters Score -1.25583e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 93106 members 
Entering Unmasked Estep 
Score: -12558315.000000 Penalty: 5723.268066
	Iteration 67Q: 3 clusters Score -1.255832e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 93141 members 
Entering Unmasked Estep 
Score: -12558308.000000 Penalty: 5723.268066
	Iteration 68Q: 3 clusters Score -1.255831e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 93180 members 
Entering Unmasked Estep 
Score: -12558323.000000 Penalty: 5723.268066
	Iteration 69Q: 3 clusters Score -1.255832e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 93211 members 
Entering Unmasked Estep 
Score: -12558303.000000 Penalty: 5723.268066
	Iteration 70Q: 3 clusters Score -1.25583e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 93247 members 
Entering Unmasked Estep 
Score: -12558303.000000 Penalty: 5723.268066
	Iteration 71Q: 3 clusters Score -1.25583e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 93279 members 
Entering Unmasked Estep 
Score: -12558288.000000 Penalty: 5723.268066
	Iteration 72Q: 3 clusters Score -1.255829e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 93308 members 
Entering Unmasked Estep 
Score: -12558297.000000 Penalty: 5723.268066
	Iteration 73Q: 3 clusters Score -1.25583e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 93338 members 
Entering Unmasked Estep 
Score: -12558306.000000 Penalty: 5723.268066
	Iteration 74Q: 3 clusters Score -1.255831e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 93370 members 
Entering Unmasked Estep 
Score: -12558293.000000 Penalty: 5723.268066
	Iteration 75Q: 3 clusters Score -1.255829e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 93394 members 
Entering Unmasked Estep 
Score: -12558306.000000 Penalty: 5723.268066
	Iteration 76Q: 3 clusters Score -1.255831e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 93419 members 
Entering Unmasked Estep 
Score: -12558321.000000 Penalty: 5723.268066
	Iteration 77Q: 3 clusters Score -1.255832e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 93440 members 
Entering Unmasked Estep 
Score: -12558310.000000 Penalty: 5723.268066
	Iteration 78Q: 3 clusters Score -1.255831e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 93458 members 
Entering Unmasked Estep 
Score: -12558328.000000 Penalty: 5723.268066
	Iteration 79Q: 3 clusters Score -1.255833e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 93474 members 
Entering Unmasked Estep 
Score: -12558327.000000 Penalty: 5723.268066
	Iteration 80F: 3 clusters Score -1.255833e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 93493 members 
Entering Unmasked Estep 
Score: -12558345.000000 Penalty: 5723.268066
	Iteration 81Q: 3 clusters Score -1.255834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 93508 members 
Entering Unmasked Estep 
Score: -12558343.000000 Penalty: 5723.268066
	Iteration 82Q: 3 clusters Score -1.255834e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 93521 members 
Entering Unmasked Estep 
Score: -12558337.000000 Penalty: 5723.268066
	Iteration 83Q: 3 clusters Score -1.255834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 93535 members 
Entering Unmasked Estep 
Score: -12558337.000000 Penalty: 5723.268066
	Iteration 84Q: 3 clusters Score -1.255834e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 93551 members 
Entering Unmasked Estep 
Score: -12558342.000000 Penalty: 5723.268066
	Iteration 85Q: 3 clusters Score -1.255834e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 93570 members 
Entering Unmasked Estep 
Score: -12558340.000000 Penalty: 5723.268066
	Iteration 86Q: 3 clusters Score -1.255834e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 93587 members 
Entering Unmasked Estep 
Score: -12558342.000000 Penalty: 5723.268066
	Iteration 87Q: 3 clusters Score -1.255834e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 93606 members 
Entering Unmasked Estep 
Score: -12558351.000000 Penalty: 5723.268066
	Iteration 88Q: 3 clusters Score -1.255835e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 93633 members 
Entering Unmasked Estep 
Score: -12558373.000000 Penalty: 5723.268066
	Iteration 89Q: 3 clusters Score -1.255837e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 93656 members 
Entering Unmasked Estep 
Score: -12558349.000000 Penalty: 5723.268066
	Iteration 90Q: 3 clusters Score -1.255835e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 93674 members 
Entering Unmasked Estep 
Score: -12558353.000000 Penalty: 5723.268066
	Iteration 91Q: 3 clusters Score -1.255835e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 93697 members 
Entering Unmasked Estep 
Score: -12558375.000000 Penalty: 5723.268066
	Iteration 92Q: 3 clusters Score -1.255838e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 93711 members 
Entering Unmasked Estep 
Score: -12558383.000000 Penalty: 5723.268066
	Iteration 93Q: 3 clusters Score -1.255838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 93719 members 
Entering Unmasked Estep 
Score: -12558384.000000 Penalty: 5723.268066
	Iteration 94Q: 3 clusters Score -1.255838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 93724 members 
Entering Unmasked Estep 
Score: -12558379.000000 Penalty: 5723.268066
	Iteration 95Q: 3 clusters Score -1.255838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 93727 members 
Entering Unmasked Estep 
Score: -12558384.000000 Penalty: 5723.268066
	Iteration 96Q: 3 clusters Score -1.255838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 93730 members 
Entering Unmasked Estep 
Score: -12558384.000000 Penalty: 5723.268066
	Iteration 97Q: 3 clusters Score -1.255838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 93732 members 
Entering Unmasked Estep 
Score: -12558392.000000 Penalty: 5723.268066
	Iteration 98Q: 3 clusters Score -1.255839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 93733 members 
Entering Unmasked Estep 
Score: -12558397.000000 Penalty: 5723.268066
	Iteration 99Q: 3 clusters Score -1.25584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 93734 members 
Entering Unmasked Estep 
Score: -12558392.000000 Penalty: 5723.268066
	Iteration 100F: 3 clusters Score -1.255839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 93737 members 
Entering Unmasked Estep 
Score: -12558381.000000 Penalty: 5723.268066
	Iteration 101Q: 3 clusters Score -1.255838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 93738 members 
Entering Unmasked Estep 
Score: -12558379.000000 Penalty: 5723.268066
	Iteration 102Q: 3 clusters Score -1.255838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 93738 members 
Entering Unmasked Estep 
Score: -12558379.000000 Penalty: 5723.268066
	Iteration 103F: 3 clusters Score -1.255838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (231753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231753 members 
Entering Unmasked Estep 
Score: -28279242.000000 Penalty: 3063.650146
	Iteration 0F: 2 clusters Score -2.827924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115548 members 
Mstep: Class 2 contains 116205 members 
Entering Unmasked Estep 
Score: -28127160.000000 Penalty: 6127.300293
	Iteration 0F: 3 clusters Score -2.812716e+07 nChanged 111670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112338 members 
Mstep: Class 2 contains 119415 members 
Entering Unmasked Estep 
Score: -28192956.000000 Penalty: 6127.300293
	Iteration 1F: 3 clusters Score -2.819296e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110225 members 
Mstep: Class 2 contains 121528 members 
Entering Unmasked Estep 
Score: -28194586.000000 Penalty: 6127.300293
	Iteration 2Q: 3 clusters Score -2.819459e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107004 members 
Mstep: Class 2 contains 124749 members 
Entering Unmasked Estep 
Score: -28196960.000000 Penalty: 6127.300293
	Iteration 3Q: 3 clusters Score -2.819696e+07 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102297 members 
Mstep: Class 2 contains 129456 members 
Entering Unmasked Estep 
Score: -28200304.000000 Penalty: 6127.300293
	Iteration 4Q: 3 clusters Score -2.82003e+07 nChanged 10382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95719 members 
Mstep: Class 2 contains 136034 members 
Entering Unmasked Estep 
Score: -28205640.000000 Penalty: 6127.300293
	Iteration 5Q: 3 clusters Score -2.820564e+07 nChanged 12486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86469 members 
Mstep: Class 2 contains 145284 members 
Entering Unmasked Estep 
Score: -28213314.000000 Penalty: 6127.300293
	Iteration 6F: 3 clusters Score -2.821331e+07 nChanged 14247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74758 members 
Mstep: Class 2 contains 156995 members 
Entering Unmasked Estep 
Score: -28223592.000000 Penalty: 6127.300293
	Iteration 7F: 3 clusters Score -2.822359e+07 nChanged 15377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 170920 members 
Entering Unmasked Estep 
Score: -28236328.000000 Penalty: 6127.300293
	Iteration 8F: 3 clusters Score -2.823633e+07 nChanged 15352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 185440 members 
Entering Unmasked Estep 
Score: -28249002.000000 Penalty: 6127.300293
	Iteration 9F: 3 clusters Score -2.8249e+07 nChanged 13390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 198462 members 
Entering Unmasked Estep 
Score: -28259640.000000 Penalty: 6127.300293
	Iteration 10F: 3 clusters Score -2.825964e+07 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 208586 members 
Entering Unmasked Estep 
Score: -28267162.000000 Penalty: 6127.300293
	Iteration 11Q: 3 clusters Score -2.826716e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 215624 members 
Entering Unmasked Estep 
Score: -28271660.000000 Penalty: 6127.300293
	Iteration 12Q: 3 clusters Score -2.827166e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 220168 members 
Entering Unmasked Estep 
Score: -28274168.000000 Penalty: 6127.300293
	Iteration 13Q: 3 clusters Score -2.827417e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 223062 members 
Entering Unmasked Estep 
Score: -28275522.000000 Penalty: 6127.300293
	Iteration 14Q: 3 clusters Score -2.827552e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 224907 members 
Entering Unmasked Estep 
Score: -28276270.000000 Penalty: 6127.300293
	Iteration 15Q: 3 clusters Score -2.827627e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 226181 members 
Entering Unmasked Estep 
Score: -28276672.000000 Penalty: 6127.300293
	Iteration 16Q: 3 clusters Score -2.827667e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 226932 members 
Entering Unmasked Estep 
Score: -28276836.000000 Penalty: 6127.300293
	Iteration 17Q: 3 clusters Score -2.827684e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 227470 members 
Entering Unmasked Estep 
Score: -28276964.000000 Penalty: 6127.300293
	Iteration 18Q: 3 clusters Score -2.827696e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 227842 members 
Entering Unmasked Estep 
Score: -28277112.000000 Penalty: 6127.300293
	Iteration 19Q: 3 clusters Score -2.827711e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 228076 members 
Entering Unmasked Estep 
Score: -28277142.000000 Penalty: 6127.300293
	Iteration 20F: 3 clusters Score -2.827714e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 228268 members 
Entering Unmasked Estep 
Score: -28277210.000000 Penalty: 6127.300293
	Iteration 21Q: 3 clusters Score -2.827721e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 228422 members 
Entering Unmasked Estep 
Score: -28277192.000000 Penalty: 6127.300293
	Iteration 22Q: 3 clusters Score -2.827719e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 228553 members 
Entering Unmasked Estep 
Score: -28277234.000000 Penalty: 6127.300293
	Iteration 23Q: 3 clusters Score -2.827723e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 228635 members 
Entering Unmasked Estep 
Score: -28277236.000000 Penalty: 6127.300293
	Iteration 24Q: 3 clusters Score -2.827724e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 228724 members 
Entering Unmasked Estep 
Score: -28277286.000000 Penalty: 6127.300293
	Iteration 25Q: 3 clusters Score -2.827729e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 228789 members 
Entering Unmasked Estep 
Score: -28277288.000000 Penalty: 6127.300293
	Iteration 26Q: 3 clusters Score -2.827729e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 228854 members 
Entering Unmasked Estep 
Score: -28277318.000000 Penalty: 6127.300293
	Iteration 27Q: 3 clusters Score -2.827732e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 228900 members 
Entering Unmasked Estep 
Score: -28277330.000000 Penalty: 6127.300293
	Iteration 28Q: 3 clusters Score -2.827733e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 228952 members 
Entering Unmasked Estep 
Score: -28277328.000000 Penalty: 6127.300293
	Iteration 29Q: 3 clusters Score -2.827733e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 228996 members 
Entering Unmasked Estep 
Score: -28277354.000000 Penalty: 6127.300293
	Iteration 30Q: 3 clusters Score -2.827735e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 229034 members 
Entering Unmasked Estep 
Score: -28277378.000000 Penalty: 6127.300293
	Iteration 31Q: 3 clusters Score -2.827738e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 229077 members 
Entering Unmasked Estep 
Score: -28277392.000000 Penalty: 6127.300293
	Iteration 32Q: 3 clusters Score -2.827739e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 229114 members 
Entering Unmasked Estep 
Score: -28277398.000000 Penalty: 6127.300293
	Iteration 33Q: 3 clusters Score -2.82774e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 229148 members 
Entering Unmasked Estep 
Score: -28277416.000000 Penalty: 6127.300293
	Iteration 34Q: 3 clusters Score -2.827742e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 229165 members 
Entering Unmasked Estep 
Score: -28277402.000000 Penalty: 6127.300293
	Iteration 35Q: 3 clusters Score -2.82774e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 229187 members 
Entering Unmasked Estep 
Score: -28277412.000000 Penalty: 6127.300293
	Iteration 36Q: 3 clusters Score -2.827741e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 229209 members 
Entering Unmasked Estep 
Score: -28277436.000000 Penalty: 6127.300293
	Iteration 37Q: 3 clusters Score -2.827744e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 229226 members 
Entering Unmasked Estep 
Score: -28277436.000000 Penalty: 6127.300293
	Iteration 38Q: 3 clusters Score -2.827744e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 229237 members 
Entering Unmasked Estep 
Score: -28277444.000000 Penalty: 6127.300293
	Iteration 39Q: 3 clusters Score -2.827744e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 229250 members 
Entering Unmasked Estep 
Score: -28277454.000000 Penalty: 6127.300293
	Iteration 40F: 3 clusters Score -2.827745e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 229259 members 
Entering Unmasked Estep 
Score: -28277446.000000 Penalty: 6127.300293
	Iteration 41Q: 3 clusters Score -2.827745e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 229273 members 
Entering Unmasked Estep 
Score: -28277444.000000 Penalty: 6127.300293
	Iteration 42Q: 3 clusters Score -2.827744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 229285 members 
Entering Unmasked Estep 
Score: -28277454.000000 Penalty: 6127.300293
	Iteration 43Q: 3 clusters Score -2.827745e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 229293 members 
Entering Unmasked Estep 
Score: -28277456.000000 Penalty: 6127.300293
	Iteration 44Q: 3 clusters Score -2.827746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 229300 members 
Entering Unmasked Estep 
Score: -28277446.000000 Penalty: 6127.300293
	Iteration 45Q: 3 clusters Score -2.827745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 229302 members 
Entering Unmasked Estep 
Score: -28277462.000000 Penalty: 6127.300293
	Iteration 46Q: 3 clusters Score -2.827746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 229306 members 
Entering Unmasked Estep 
Score: -28277438.000000 Penalty: 6127.300293
	Iteration 47Q: 3 clusters Score -2.827744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 229311 members 
Entering Unmasked Estep 
Score: -28277462.000000 Penalty: 6127.300293
	Iteration 48Q: 3 clusters Score -2.827746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 229321 members 
Entering Unmasked Estep 
Score: -28277472.000000 Penalty: 6127.300293
	Iteration 49Q: 3 clusters Score -2.827747e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 229327 members 
Entering Unmasked Estep 
Score: -28277476.000000 Penalty: 6127.300293
	Iteration 50Q: 3 clusters Score -2.827748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 229335 members 
Entering Unmasked Estep 
Score: -28277478.000000 Penalty: 6127.300293
	Iteration 51Q: 3 clusters Score -2.827748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 229340 members 
Entering Unmasked Estep 
Score: -28277474.000000 Penalty: 6127.300293
	Iteration 52Q: 3 clusters Score -2.827747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 229343 members 
Entering Unmasked Estep 
Score: -28277478.000000 Penalty: 6127.300293
	Iteration 53Q: 3 clusters Score -2.827748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 229345 members 
Entering Unmasked Estep 
Score: -28277470.000000 Penalty: 6127.300293
	Iteration 54Q: 3 clusters Score -2.827747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 229347 members 
Entering Unmasked Estep 
Score: -28277456.000000 Penalty: 6127.300293
	Iteration 55Q: 3 clusters Score -2.827746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 229350 members 
Entering Unmasked Estep 
Score: -28277474.000000 Penalty: 6127.300293
	Iteration 56Q: 3 clusters Score -2.827747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 229350 members 
Entering Unmasked Estep 
Score: -28277480.000000 Penalty: 6127.300293
	Iteration 57Q: 3 clusters Score -2.827748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 229351 members 
Entering Unmasked Estep 
Score: -28277480.000000 Penalty: 6127.300293
	Iteration 58Q: 3 clusters Score -2.827748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 229351 members 
Entering Unmasked Estep 
Score: -28277480.000000 Penalty: 6127.300293
	Iteration 59F: 3 clusters Score -2.827748e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Entering Unmasked Estep 
Score: -4382848.000000 Penalty: 2601.014648
	Iteration 0F: 2 clusters Score -4382848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -4358239.000000 Penalty: 5202.029297
	Iteration 0F: 3 clusters Score -4358239 nChanged 16440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -4367319.500000 Penalty: 5202.029297
	Iteration 1F: 3 clusters Score -4367320 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -4367918.000000 Penalty: 5202.029297
	Iteration 2Q: 3 clusters Score -4367918 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -4368536.500000 Penalty: 5202.029297
	Iteration 3Q: 3 clusters Score -4368536 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -4369198.500000 Penalty: 5202.029297
	Iteration 4Q: 3 clusters Score -4369198 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -4369913.000000 Penalty: 5202.029297
	Iteration 5Q: 3 clusters Score -4369913 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -4370717.000000 Penalty: 5202.029297
	Iteration 6Q: 3 clusters Score -4370717 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -4371571.500000 Penalty: 5202.029297
	Iteration 7Q: 3 clusters Score -4371572 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -4372549.500000 Penalty: 5202.029297
	Iteration 8Q: 3 clusters Score -4372550 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -4373624.000000 Penalty: 5202.029297
	Iteration 9Q: 3 clusters Score -4373624 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -4374656.000000 Penalty: 5202.029297
	Iteration 10Q: 3 clusters Score -4374656 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -4375606.500000 Penalty: 5202.029297
	Iteration 11Q: 3 clusters Score -4375606 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -4376391.500000 Penalty: 5202.029297
	Iteration 12Q: 3 clusters Score -4376392 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -4377054.500000 Penalty: 5202.029297
	Iteration 13Q: 3 clusters Score -4377054 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -4377573.500000 Penalty: 5202.029297
	Iteration 14Q: 3 clusters Score -4377574 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -4377982.500000 Penalty: 5202.029297
	Iteration 15Q: 3 clusters Score -4377982 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -4378357.000000 Penalty: 5202.029297
	Iteration 16Q: 3 clusters Score -4378357 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -4378737.500000 Penalty: 5202.029297
	Iteration 17Q: 3 clusters Score -4378738 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -4379086.500000 Penalty: 5202.029297
	Iteration 18Q: 3 clusters Score -4379086 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -4379375.000000 Penalty: 5202.029297
	Iteration 19Q: 3 clusters Score -4379375 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -4379632.000000 Penalty: 5202.029297
	Iteration 20F: 3 clusters Score -4379632 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -4379863.000000 Penalty: 5202.029297
	Iteration 21Q: 3 clusters Score -4379863 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -4380067.000000 Penalty: 5202.029297
	Iteration 22Q: 3 clusters Score -4380067 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -4380209.500000 Penalty: 5202.029297
	Iteration 23Q: 3 clusters Score -4380210 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -4380354.000000 Penalty: 5202.029297
	Iteration 24Q: 3 clusters Score -4380354 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4380476.000000 Penalty: 5202.029297
	Iteration 25Q: 3 clusters Score -4380476 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4380582.500000 Penalty: 5202.029297
	Iteration 26Q: 3 clusters Score -4380582 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4380663.500000 Penalty: 5202.029297
	Iteration 27Q: 3 clusters Score -4380664 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -4380722.000000 Penalty: 5202.029297
	Iteration 28Q: 3 clusters Score -4380722 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4380790.500000 Penalty: 5202.029297
	Iteration 29Q: 3 clusters Score -4380790 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4380839.500000 Penalty: 5202.029297
	Iteration 30Q: 3 clusters Score -4380840 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4380868.500000 Penalty: 5202.029297
	Iteration 31Q: 3 clusters Score -4380868 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4380897.500000 Penalty: 5202.029297
	Iteration 32Q: 3 clusters Score -4380898 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4380924.000000 Penalty: 5202.029297
	Iteration 33Q: 3 clusters Score -4380924 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4380934.500000 Penalty: 5202.029297
	Iteration 34Q: 3 clusters Score -4380934 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4380958.500000 Penalty: 5202.029297
	Iteration 35Q: 3 clusters Score -4380958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4380964.000000 Penalty: 5202.029297
	Iteration 36Q: 3 clusters Score -4380964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4380967.500000 Penalty: 5202.029297
	Iteration 37Q: 3 clusters Score -4380968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4380984.000000 Penalty: 5202.029297
	Iteration 38Q: 3 clusters Score -4380984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4380993.000000 Penalty: 5202.029297
	Iteration 39Q: 3 clusters Score -4380993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4381005.000000 Penalty: 5202.029297
	Iteration 40F: 3 clusters Score -4381005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4381007.500000 Penalty: 5202.029297
	Iteration 41Q: 3 clusters Score -4381008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4381012.500000 Penalty: 5202.029297
	Iteration 42Q: 3 clusters Score -4381012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4381012.500000 Penalty: 5202.029297
	Iteration 43Q: 3 clusters Score -4381012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4381017.000000 Penalty: 5202.029297
	Iteration 44Q: 3 clusters Score -4381017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4381022.000000 Penalty: 5202.029297
	Iteration 45Q: 3 clusters Score -4381022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4381030.500000 Penalty: 5202.029297
	Iteration 46Q: 3 clusters Score -4381030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4381026.500000 Penalty: 5202.029297
	Iteration 47Q: 3 clusters Score -4381026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4381028.500000 Penalty: 5202.029297
	Iteration 48Q: 3 clusters Score -4381028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4381025.000000 Penalty: 5202.029297
	Iteration 49Q: 3 clusters Score -4381025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4381025.000000 Penalty: 5202.029297
	Iteration 50F: 3 clusters Score -4381025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -78992.007812 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -78992.01 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 345 members 
Entering Unmasked Estep 
Score: -77328.195312 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -77328.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -77596.382812 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -77596.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -77707.500000 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -77707.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -77787.937500 Penalty: 3277.568359
	Iteration 3F: 3 clusters Score -77787.94 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -77861.718750 Penalty: 3277.568359
	Iteration 4Q: 3 clusters Score -77861.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -77911.515625 Penalty: 3277.568359
	Iteration 5Q: 3 clusters Score -77911.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -77960.289062 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -77960.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -77996.703125 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -77996.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -78026.296875 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -78026.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -78069.843750 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -78069.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -78088.195312 Penalty: 3277.568359
	Iteration 10Q: 3 clusters Score -78088.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -78115.421875 Penalty: 3277.568359
	Iteration 11Q: 3 clusters Score -78115.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -78136.625000 Penalty: 3277.568359
	Iteration 12Q: 3 clusters Score -78136.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -78157.382812 Penalty: 3277.568359
	Iteration 13Q: 3 clusters Score -78157.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -78183.984375 Penalty: 3277.568359
	Iteration 14Q: 3 clusters Score -78183.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -78232.140625 Penalty: 3277.568359
	Iteration 15Q: 3 clusters Score -78232.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -78251.710938 Penalty: 3277.568359
	Iteration 16Q: 3 clusters Score -78251.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -78268.531250 Penalty: 3277.568359
	Iteration 17Q: 3 clusters Score -78268.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -78281.968750 Penalty: 3277.568359
	Iteration 18Q: 3 clusters Score -78281.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -78289.335938 Penalty: 3277.568359
	Iteration 19Q: 3 clusters Score -78289.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -78291.085938 Penalty: 3277.568359
	Iteration 20F: 3 clusters Score -78291.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -78295.093750 Penalty: 3277.568359
	Iteration 21Q: 3 clusters Score -78295.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -78295.093750 Penalty: 3277.568359
	Iteration 22F: 3 clusters Score -78295.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (154752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154752 members 
Entering Unmasked Estep 
Score: -18762454.000000 Penalty: 2963.495605
	Iteration 0F: 2 clusters Score -1.876245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77533 members 
Mstep: Class 2 contains 77219 members 
Entering Unmasked Estep 
Score: -18658482.000000 Penalty: 5926.991211
	Iteration 0F: 3 clusters Score -1.865848e+07 nChanged 74278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79697 members 
Mstep: Class 2 contains 75055 members 
Entering Unmasked Estep 
Score: -18701596.000000 Penalty: 5926.991211
	Iteration 1F: 3 clusters Score -1.87016e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81113 members 
Mstep: Class 2 contains 73639 members 
Entering Unmasked Estep 
Score: -18702818.000000 Penalty: 5926.991211
	Iteration 2Q: 3 clusters Score -1.870282e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83369 members 
Mstep: Class 2 contains 71383 members 
Entering Unmasked Estep 
Score: -18704390.000000 Penalty: 5926.991211
	Iteration 3Q: 3 clusters Score -1.870439e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86742 members 
Mstep: Class 2 contains 68010 members 
Entering Unmasked Estep 
Score: -18706660.000000 Penalty: 5926.991211
	Iteration 4Q: 3 clusters Score -1.870666e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91521 members 
Mstep: Class 2 contains 63231 members 
Entering Unmasked Estep 
Score: -18710088.000000 Penalty: 5926.991211
	Iteration 5Q: 3 clusters Score -1.871009e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98019 members 
Mstep: Class 2 contains 56733 members 
Entering Unmasked Estep 
Score: -18714616.000000 Penalty: 5926.991211
	Iteration 6F: 3 clusters Score -1.871462e+07 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106313 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -18720494.000000 Penalty: 5926.991211
	Iteration 7F: 3 clusters Score -1.872049e+07 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116297 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -18728090.000000 Penalty: 5926.991211
	Iteration 8F: 3 clusters Score -1.872809e+07 nChanged 10997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126990 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -18736454.000000 Penalty: 5926.991211
	Iteration 9F: 3 clusters Score -1.873645e+07 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136885 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -18744816.000000 Penalty: 5926.991211
	Iteration 10F: 3 clusters Score -1.874482e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144508 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -18751220.000000 Penalty: 5926.991211
	Iteration 11Q: 3 clusters Score -1.875122e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149577 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -18755680.000000 Penalty: 5926.991211
	Iteration 12Q: 3 clusters Score -1.875568e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152364 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -18758036.000000 Penalty: 5926.991211
	Iteration 13Q: 3 clusters Score -1.875804e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153557 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -18758986.000000 Penalty: 5926.991211
	Iteration 14Q: 3 clusters Score -1.875899e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154025 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -18759366.000000 Penalty: 5926.991211
	Iteration 15Q: 3 clusters Score -1.875937e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154210 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -18759604.000000 Penalty: 5926.991211
	Iteration 16Q: 3 clusters Score -1.87596e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154294 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -18759740.000000 Penalty: 5926.991211
	Iteration 17Q: 3 clusters Score -1.875974e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154325 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -18759824.000000 Penalty: 5926.991211
	Iteration 18Q: 3 clusters Score -1.875982e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154346 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -18759860.000000 Penalty: 5926.991211
	Iteration 19Q: 3 clusters Score -1.875986e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154360 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -18759888.000000 Penalty: 5926.991211
	Iteration 20F: 3 clusters Score -1.875989e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154372 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -18759932.000000 Penalty: 5926.991211
	Iteration 21Q: 3 clusters Score -1.875993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154378 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -18759926.000000 Penalty: 5926.991211
	Iteration 22Q: 3 clusters Score -1.875993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154380 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -18759940.000000 Penalty: 5926.991211
	Iteration 23Q: 3 clusters Score -1.875994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154378 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -18759940.000000 Penalty: 5926.991211
	Iteration 24Q: 3 clusters Score -1.875994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154379 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -18759952.000000 Penalty: 5926.991211
	Iteration 25Q: 3 clusters Score -1.875995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154381 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -18759970.000000 Penalty: 5926.991211
	Iteration 26Q: 3 clusters Score -1.875997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154379 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -18759974.000000 Penalty: 5926.991211
	Iteration 27Q: 3 clusters Score -1.875997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154379 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -18759972.000000 Penalty: 5926.991211
	Iteration 28Q: 3 clusters Score -1.875997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154381 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -18759974.000000 Penalty: 5926.991211
	Iteration 29Q: 3 clusters Score -1.875997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154384 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -18759984.000000 Penalty: 5926.991211
	Iteration 30Q: 3 clusters Score -1.875998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154384 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -18759986.000000 Penalty: 5926.991211
	Iteration 31Q: 3 clusters Score -1.875999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154384 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -18759986.000000 Penalty: 5926.991211
	Iteration 32F: 3 clusters Score -1.875999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Entering Unmasked Estep 
Score: -3412782.500000 Penalty: 2554.761719
	Iteration 0F: 2 clusters Score -3412782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -3392408.750000 Penalty: 5109.523438
	Iteration 0F: 3 clusters Score -3392409 nChanged 13308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -3399902.000000 Penalty: 5109.523438
	Iteration 1F: 3 clusters Score -3399902 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -3400804.000000 Penalty: 5109.523438
	Iteration 2F: 3 clusters Score -3400804 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3401882.000000 Penalty: 5109.523438
	Iteration 3F: 3 clusters Score -3401882 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -3403058.250000 Penalty: 5109.523438
	Iteration 4F: 3 clusters Score -3403058 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -3404129.500000 Penalty: 5109.523438
	Iteration 5F: 3 clusters Score -3404130 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -3405016.000000 Penalty: 5109.523438
	Iteration 6F: 3 clusters Score -3405016 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -3405708.250000 Penalty: 5109.523438
	Iteration 7Q: 3 clusters Score -3405708 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -3406145.750000 Penalty: 5109.523438
	Iteration 8Q: 3 clusters Score -3406146 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -3406512.000000 Penalty: 5109.523438
	Iteration 9Q: 3 clusters Score -3406512 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -3406750.750000 Penalty: 5109.523438
	Iteration 10Q: 3 clusters Score -3406751 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -3406932.750000 Penalty: 5109.523438
	Iteration 11Q: 3 clusters Score -3406933 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -3407045.250000 Penalty: 5109.523438
	Iteration 12Q: 3 clusters Score -3407045 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -3407143.500000 Penalty: 5109.523438
	Iteration 13Q: 3 clusters Score -3407144 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -3407232.500000 Penalty: 5109.523438
	Iteration 14Q: 3 clusters Score -3407232 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -3407299.500000 Penalty: 5109.523438
	Iteration 15Q: 3 clusters Score -3407300 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -3407338.500000 Penalty: 5109.523438
	Iteration 16Q: 3 clusters Score -3407338 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -3407386.250000 Penalty: 5109.523438
	Iteration 17Q: 3 clusters Score -3407386 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -3407429.000000 Penalty: 5109.523438
	Iteration 18Q: 3 clusters Score -3407429 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -3407464.000000 Penalty: 5109.523438
	Iteration 19Q: 3 clusters Score -3407464 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -3407501.750000 Penalty: 5109.523438
	Iteration 20F: 3 clusters Score -3407502 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -3407527.750000 Penalty: 5109.523438
	Iteration 21Q: 3 clusters Score -3407528 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -3407544.500000 Penalty: 5109.523438
	Iteration 22Q: 3 clusters Score -3407544 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -3407568.000000 Penalty: 5109.523438
	Iteration 23Q: 3 clusters Score -3407568 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -3407587.000000 Penalty: 5109.523438
	Iteration 24Q: 3 clusters Score -3407587 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -3407603.500000 Penalty: 5109.523438
	Iteration 25Q: 3 clusters Score -3407604 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -3407624.250000 Penalty: 5109.523438
	Iteration 26Q: 3 clusters Score -3407624 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -3407648.000000 Penalty: 5109.523438
	Iteration 27Q: 3 clusters Score -3407648 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -3407663.000000 Penalty: 5109.523438
	Iteration 28Q: 3 clusters Score -3407663 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -3407690.000000 Penalty: 5109.523438
	Iteration 29Q: 3 clusters Score -3407690 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -3407709.500000 Penalty: 5109.523438
	Iteration 30Q: 3 clusters Score -3407710 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -3407727.500000 Penalty: 5109.523438
	Iteration 31Q: 3 clusters Score -3407728 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -3407752.500000 Penalty: 5109.523438
	Iteration 32Q: 3 clusters Score -3407752 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -3407784.500000 Penalty: 5109.523438
	Iteration 33Q: 3 clusters Score -3407784 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -3407827.250000 Penalty: 5109.523438
	Iteration 34Q: 3 clusters Score -3407827 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -3407870.000000 Penalty: 5109.523438
	Iteration 35Q: 3 clusters Score -3407870 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3407912.750000 Penalty: 5109.523438
	Iteration 36Q: 3 clusters Score -3407913 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -3407963.750000 Penalty: 5109.523438
	Iteration 37Q: 3 clusters Score -3407964 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -3408030.750000 Penalty: 5109.523438
	Iteration 38Q: 3 clusters Score -3408031 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -3408096.000000 Penalty: 5109.523438
	Iteration 39Q: 3 clusters Score -3408096 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -3408186.750000 Penalty: 5109.523438
	Iteration 40F: 3 clusters Score -3408187 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -3408278.750000 Penalty: 5109.523438
	Iteration 41Q: 3 clusters Score -3408279 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -3408350.750000 Penalty: 5109.523438
	Iteration 42Q: 3 clusters Score -3408351 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -3408456.500000 Penalty: 5109.523438
	Iteration 43Q: 3 clusters Score -3408456 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -3408610.250000 Penalty: 5109.523438
	Iteration 44Q: 3 clusters Score -3408610 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -3408755.750000 Penalty: 5109.523438
	Iteration 45Q: 3 clusters Score -3408756 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -3408950.500000 Penalty: 5109.523438
	Iteration 46Q: 3 clusters Score -3408950 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -3409118.750000 Penalty: 5109.523438
	Iteration 47Q: 3 clusters Score -3409119 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -3409286.750000 Penalty: 5109.523438
	Iteration 48Q: 3 clusters Score -3409287 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -3409417.500000 Penalty: 5109.523438
	Iteration 49Q: 3 clusters Score -3409418 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -3409561.500000 Penalty: 5109.523438
	Iteration 50Q: 3 clusters Score -3409562 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -3409698.250000 Penalty: 5109.523438
	Iteration 51Q: 3 clusters Score -3409698 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -3409835.250000 Penalty: 5109.523438
	Iteration 52Q: 3 clusters Score -3409835 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -3409988.000000 Penalty: 5109.523438
	Iteration 53Q: 3 clusters Score -3409988 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -3410095.000000 Penalty: 5109.523438
	Iteration 54Q: 3 clusters Score -3410095 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -3410208.750000 Penalty: 5109.523438
	Iteration 55Q: 3 clusters Score -3410209 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -3410314.750000 Penalty: 5109.523438
	Iteration 56Q: 3 clusters Score -3410315 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -3410389.250000 Penalty: 5109.523438
	Iteration 57Q: 3 clusters Score -3410389 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -3410458.750000 Penalty: 5109.523438
	Iteration 58Q: 3 clusters Score -3410459 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -3410514.500000 Penalty: 5109.523438
	Iteration 59Q: 3 clusters Score -3410514 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -3410549.250000 Penalty: 5109.523438
	Iteration 60F: 3 clusters Score -3410549 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -3410576.250000 Penalty: 5109.523438
	Iteration 61Q: 3 clusters Score -3410576 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -3410604.500000 Penalty: 5109.523438
	Iteration 62Q: 3 clusters Score -3410604 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -3410623.500000 Penalty: 5109.523438
	Iteration 63Q: 3 clusters Score -3410624 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -3410639.250000 Penalty: 5109.523438
	Iteration 64Q: 3 clusters Score -3410639 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -3410656.500000 Penalty: 5109.523438
	Iteration 65Q: 3 clusters Score -3410656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -3410670.500000 Penalty: 5109.523438
	Iteration 66Q: 3 clusters Score -3410670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3410678.000000 Penalty: 5109.523438
	Iteration 67Q: 3 clusters Score -3410678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -3410700.250000 Penalty: 5109.523438
	Iteration 68Q: 3 clusters Score -3410700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -3410711.750000 Penalty: 5109.523438
	Iteration 69Q: 3 clusters Score -3410712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -3410714.250000 Penalty: 5109.523438
	Iteration 70Q: 3 clusters Score -3410714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -3410728.500000 Penalty: 5109.523438
	Iteration 71Q: 3 clusters Score -3410728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -3410732.000000 Penalty: 5109.523438
	Iteration 72Q: 3 clusters Score -3410732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -3410734.500000 Penalty: 5109.523438
	Iteration 73Q: 3 clusters Score -3410734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -3410740.500000 Penalty: 5109.523438
	Iteration 74Q: 3 clusters Score -3410740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -3410745.250000 Penalty: 5109.523438
	Iteration 75Q: 3 clusters Score -3410745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -3410747.750000 Penalty: 5109.523438
	Iteration 76Q: 3 clusters Score -3410748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -3410742.500000 Penalty: 5109.523438
	Iteration 77Q: 3 clusters Score -3410742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -3410742.500000 Penalty: 5109.523438
	Iteration 78Q: 3 clusters Score -3410742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -3410749.000000 Penalty: 5109.523438
	Iteration 79Q: 3 clusters Score -3410749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -3410748.750000 Penalty: 5109.523438
	Iteration 80F: 3 clusters Score -3410749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -3410751.000000 Penalty: 5109.523438
	Iteration 81Q: 3 clusters Score -3410751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -3410750.500000 Penalty: 5109.523438
	Iteration 82Q: 3 clusters Score -3410750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -3410756.000000 Penalty: 5109.523438
	Iteration 83Q: 3 clusters Score -3410756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -3410755.000000 Penalty: 5109.523438
	Iteration 84Q: 3 clusters Score -3410755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -3410757.750000 Penalty: 5109.523438
	Iteration 85Q: 3 clusters Score -3410758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -3410770.000000 Penalty: 5109.523438
	Iteration 86Q: 3 clusters Score -3410770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -3410771.000000 Penalty: 5109.523438
	Iteration 87Q: 3 clusters Score -3410771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -3410770.000000 Penalty: 5109.523438
	Iteration 88Q: 3 clusters Score -3410770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -3410775.750000 Penalty: 5109.523438
	Iteration 89Q: 3 clusters Score -3410776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -3410779.500000 Penalty: 5109.523438
	Iteration 90Q: 3 clusters Score -3410780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -3410777.750000 Penalty: 5109.523438
	Iteration 91Q: 3 clusters Score -3410778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -3410778.750000 Penalty: 5109.523438
	Iteration 92Q: 3 clusters Score -3410779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -3410783.750000 Penalty: 5109.523438
	Iteration 93Q: 3 clusters Score -3410784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -3410786.750000 Penalty: 5109.523438
	Iteration 94Q: 3 clusters Score -3410787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -3410790.500000 Penalty: 5109.523438
	Iteration 95Q: 3 clusters Score -3410790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -3410792.250000 Penalty: 5109.523438
	Iteration 96Q: 3 clusters Score -3410792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -3410793.500000 Penalty: 5109.523438
	Iteration 97Q: 3 clusters Score -3410794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -3410792.000000 Penalty: 5109.523438
	Iteration 98Q: 3 clusters Score -3410792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -3410794.500000 Penalty: 5109.523438
	Iteration 99Q: 3 clusters Score -3410794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -3410791.750000 Penalty: 5109.523438
	Iteration 100F: 3 clusters Score -3410792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -3410794.250000 Penalty: 5109.523438
	Iteration 101Q: 3 clusters Score -3410794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -3410796.500000 Penalty: 5109.523438
	Iteration 102Q: 3 clusters Score -3410796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -3410793.500000 Penalty: 5109.523438
	Iteration 103Q: 3 clusters Score -3410794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -3410793.500000 Penalty: 5109.523438
	Iteration 104F: 3 clusters Score -3410794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Entering Unmasked Estep 
Score: -1037026.000000 Penalty: 2257.924805
	Iteration 0F: 2 clusters Score -1037026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1029894.937500 Penalty: 4515.849609
	Iteration 0F: 3 clusters Score -1029895 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1031967.500000 Penalty: 4515.849609
	Iteration 1F: 3 clusters Score -1031968 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1032338.000000 Penalty: 4515.849609
	Iteration 2F: 3 clusters Score -1032338 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1032626.687500 Penalty: 4515.849609
	Iteration 3F: 3 clusters Score -1032627 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1032851.187500 Penalty: 4515.849609
	Iteration 4Q: 3 clusters Score -1032851 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1033049.125000 Penalty: 4515.849609
	Iteration 5Q: 3 clusters Score -1033049 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1033221.500000 Penalty: 4515.849609
	Iteration 6Q: 3 clusters Score -1033222 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1033359.062500 Penalty: 4515.849609
	Iteration 7Q: 3 clusters Score -1033359 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1033480.812500 Penalty: 4515.849609
	Iteration 8Q: 3 clusters Score -1033481 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1033606.062500 Penalty: 4515.849609
	Iteration 9Q: 3 clusters Score -1033606 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1033743.312500 Penalty: 4515.849609
	Iteration 10Q: 3 clusters Score -1033743 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1033878.062500 Penalty: 4515.849609
	Iteration 11Q: 3 clusters Score -1033878 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1034012.375000 Penalty: 4515.849609
	Iteration 12Q: 3 clusters Score -1034012 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1034149.187500 Penalty: 4515.849609
	Iteration 13Q: 3 clusters Score -1034149 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1034279.500000 Penalty: 4515.849609
	Iteration 14Q: 3 clusters Score -1034280 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1034386.312500 Penalty: 4515.849609
	Iteration 15Q: 3 clusters Score -1034386 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1034483.687500 Penalty: 4515.849609
	Iteration 16Q: 3 clusters Score -1034484 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1034573.562500 Penalty: 4515.849609
	Iteration 17Q: 3 clusters Score -1034574 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1034651.625000 Penalty: 4515.849609
	Iteration 18Q: 3 clusters Score -1034652 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1034712.375000 Penalty: 4515.849609
	Iteration 19Q: 3 clusters Score -1034712 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1034755.375000 Penalty: 4515.849609
	Iteration 20F: 3 clusters Score -1034755 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1034774.437500 Penalty: 4515.849609
	Iteration 21Q: 3 clusters Score -1034774 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1034791.687500 Penalty: 4515.849609
	Iteration 22Q: 3 clusters Score -1034792 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1034806.875000 Penalty: 4515.849609
	Iteration 23Q: 3 clusters Score -1034807 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1034822.000000 Penalty: 4515.849609
	Iteration 24Q: 3 clusters Score -1034822 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1034839.125000 Penalty: 4515.849609
	Iteration 25Q: 3 clusters Score -1034839 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1034857.312500 Penalty: 4515.849609
	Iteration 26Q: 3 clusters Score -1034857 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1034864.625000 Penalty: 4515.849609
	Iteration 27Q: 3 clusters Score -1034865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1034872.062500 Penalty: 4515.849609
	Iteration 28Q: 3 clusters Score -1034872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1034879.312500 Penalty: 4515.849609
	Iteration 29Q: 3 clusters Score -1034879 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1034890.625000 Penalty: 4515.849609
	Iteration 30Q: 3 clusters Score -1034891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1034899.500000 Penalty: 4515.849609
	Iteration 31Q: 3 clusters Score -1034900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1034903.812500 Penalty: 4515.849609
	Iteration 32Q: 3 clusters Score -1034904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1034909.125000 Penalty: 4515.849609
	Iteration 33Q: 3 clusters Score -1034909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1034912.125000 Penalty: 4515.849609
	Iteration 34Q: 3 clusters Score -1034912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1034918.000000 Penalty: 4515.849609
	Iteration 35Q: 3 clusters Score -1034918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1034920.687500 Penalty: 4515.849609
	Iteration 36Q: 3 clusters Score -1034921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1034923.937500 Penalty: 4515.849609
	Iteration 37Q: 3 clusters Score -1034924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1034927.937500 Penalty: 4515.849609
	Iteration 38Q: 3 clusters Score -1034928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1034933.187500 Penalty: 4515.849609
	Iteration 39Q: 3 clusters Score -1034933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1034936.500000 Penalty: 4515.849609
	Iteration 40F: 3 clusters Score -1034936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1034943.937500 Penalty: 4515.849609
	Iteration 41Q: 3 clusters Score -1034944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1034947.625000 Penalty: 4515.849609
	Iteration 42Q: 3 clusters Score -1034948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1034947.375000 Penalty: 4515.849609
	Iteration 43Q: 3 clusters Score -1034947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1034949.375000 Penalty: 4515.849609
	Iteration 44Q: 3 clusters Score -1034949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1034953.625000 Penalty: 4515.849609
	Iteration 45Q: 3 clusters Score -1034954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1034957.312500 Penalty: 4515.849609
	Iteration 46Q: 3 clusters Score -1034957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1034961.375000 Penalty: 4515.849609
	Iteration 47Q: 3 clusters Score -1034961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1034961.250000 Penalty: 4515.849609
	Iteration 48Q: 3 clusters Score -1034961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1034964.062500 Penalty: 4515.849609
	Iteration 49Q: 3 clusters Score -1034964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1034963.937500 Penalty: 4515.849609
	Iteration 50Q: 3 clusters Score -1034964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1034963.375000 Penalty: 4515.849609
	Iteration 51Q: 3 clusters Score -1034963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1034965.187500 Penalty: 4515.849609
	Iteration 52Q: 3 clusters Score -1034965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1034967.500000 Penalty: 4515.849609
	Iteration 53Q: 3 clusters Score -1034968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1034968.062500 Penalty: 4515.849609
	Iteration 54Q: 3 clusters Score -1034968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1034966.187500 Penalty: 4515.849609
	Iteration 55Q: 3 clusters Score -1034966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1034969.000000 Penalty: 4515.849609
	Iteration 56Q: 3 clusters Score -1034969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1034970.687500 Penalty: 4515.849609
	Iteration 57Q: 3 clusters Score -1034971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1034971.812500 Penalty: 4515.849609
	Iteration 58Q: 3 clusters Score -1034972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1034971.187500 Penalty: 4515.849609
	Iteration 59Q: 3 clusters Score -1034971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1034973.625000 Penalty: 4515.849609
	Iteration 60F: 3 clusters Score -1034974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1034973.625000 Penalty: 4515.849609
	Iteration 61Q: 3 clusters Score -1034974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1034974.062500 Penalty: 4515.849609
	Iteration 62Q: 3 clusters Score -1034974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1034972.937500 Penalty: 4515.849609
	Iteration 63Q: 3 clusters Score -1034973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1034972.687500 Penalty: 4515.849609
	Iteration 64Q: 3 clusters Score -1034973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1034975.625000 Penalty: 4515.849609
	Iteration 65Q: 3 clusters Score -1034976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1034974.687500 Penalty: 4515.849609
	Iteration 66Q: 3 clusters Score -1034975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1034977.000000 Penalty: 4515.849609
	Iteration 67Q: 3 clusters Score -1034977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1034977.312500 Penalty: 4515.849609
	Iteration 68Q: 3 clusters Score -1034977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1034979.750000 Penalty: 4515.849609
	Iteration 69Q: 3 clusters Score -1034980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1034978.625000 Penalty: 4515.849609
	Iteration 70Q: 3 clusters Score -1034979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1034978.625000 Penalty: 4515.849609
	Iteration 71F: 3 clusters Score -1034979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (68173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68173 members 
Entering Unmasked Estep 
Score: -8362124.500000 Penalty: 2760.191406
	Iteration 0F: 2 clusters Score -8362124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -8316509.000000 Penalty: 5520.382812
	Iteration 0F: 3 clusters Score -8316509 nChanged 31915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -8334228.000000 Penalty: 5520.382812
	Iteration 1F: 3 clusters Score -8334228 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -8335123.500000 Penalty: 5520.382812
	Iteration 2Q: 3 clusters Score -8335124 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -8336471.000000 Penalty: 5520.382812
	Iteration 3Q: 3 clusters Score -8336471 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -8338566.500000 Penalty: 5520.382812
	Iteration 4F: 3 clusters Score -8338566 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -8341885.500000 Penalty: 5520.382812
	Iteration 5F: 3 clusters Score -8341886 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53769 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -8346468.500000 Penalty: 5520.382812
	Iteration 6F: 3 clusters Score -8346468 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58936 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -8351408.000000 Penalty: 5520.382812
	Iteration 7F: 3 clusters Score -8351408 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -8355277.500000 Penalty: 5520.382812
	Iteration 8F: 3 clusters Score -8355278 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65449 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -8357556.500000 Penalty: 5520.382812
	Iteration 9Q: 3 clusters Score -8357556 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66723 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -8358697.500000 Penalty: 5520.382812
	Iteration 10Q: 3 clusters Score -8358698 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67302 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8359212.500000 Penalty: 5520.382812
	Iteration 11Q: 3 clusters Score -8359212 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67535 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8359447.500000 Penalty: 5520.382812
	Iteration 12Q: 3 clusters Score -8359448 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67640 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8359582.500000 Penalty: 5520.382812
	Iteration 13Q: 3 clusters Score -8359582 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67703 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8359675.000000 Penalty: 5520.382812
	Iteration 14Q: 3 clusters Score -8359675 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67740 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8359703.000000 Penalty: 5520.382812
	Iteration 15Q: 3 clusters Score -8359703 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67759 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8359742.000000 Penalty: 5520.382812
	Iteration 16Q: 3 clusters Score -8359742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67779 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8359757.000000 Penalty: 5520.382812
	Iteration 17Q: 3 clusters Score -8359757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67786 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8359769.000000 Penalty: 5520.382812
	Iteration 18Q: 3 clusters Score -8359769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67787 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8359772.000000 Penalty: 5520.382812
	Iteration 19Q: 3 clusters Score -8359772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67791 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8359775.000000 Penalty: 5520.382812
	Iteration 20F: 3 clusters Score -8359775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67790 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8359779.500000 Penalty: 5520.382812
	Iteration 21Q: 3 clusters Score -8359780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67788 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8359782.000000 Penalty: 5520.382812
	Iteration 22Q: 3 clusters Score -8359782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67790 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8359781.500000 Penalty: 5520.382812
	Iteration 23Q: 3 clusters Score -8359782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67791 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8359791.000000 Penalty: 5520.382812
	Iteration 24Q: 3 clusters Score -8359791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67794 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8359787.500000 Penalty: 5520.382812
	Iteration 25Q: 3 clusters Score -8359788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67793 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8359797.000000 Penalty: 5520.382812
	Iteration 26Q: 3 clusters Score -8359797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67791 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8359795.500000 Penalty: 5520.382812
	Iteration 27Q: 3 clusters Score -8359796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67791 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8359795.500000 Penalty: 5520.382812
	Iteration 28F: 3 clusters Score -8359796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Entering Unmasked Estep 
Score: -1038878.000000 Penalty: 2248.513184
	Iteration 0F: 2 clusters Score -1038878 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 4305 members 
Entering Unmasked Estep 
Score: -1032094.562500 Penalty: 4497.026367
	Iteration 0F: 3 clusters Score -1032095 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1034085.000000 Penalty: 4497.026367
	Iteration 1F: 3 clusters Score -1034085 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1034431.062500 Penalty: 4497.026367
	Iteration 2F: 3 clusters Score -1034431 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1034684.187500 Penalty: 4497.026367
	Iteration 3F: 3 clusters Score -1034684 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1034861.875000 Penalty: 4497.026367
	Iteration 4Q: 3 clusters Score -1034862 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1035010.250000 Penalty: 4497.026367
	Iteration 5Q: 3 clusters Score -1035010 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1035150.000000 Penalty: 4497.026367
	Iteration 6Q: 3 clusters Score -1035150 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1035267.500000 Penalty: 4497.026367
	Iteration 7Q: 3 clusters Score -1035268 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1035377.312500 Penalty: 4497.026367
	Iteration 8Q: 3 clusters Score -1035377 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1035463.687500 Penalty: 4497.026367
	Iteration 9Q: 3 clusters Score -1035464 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1035545.312500 Penalty: 4497.026367
	Iteration 10Q: 3 clusters Score -1035545 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1035618.500000 Penalty: 4497.026367
	Iteration 11Q: 3 clusters Score -1035618 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1035695.562500 Penalty: 4497.026367
	Iteration 12Q: 3 clusters Score -1035696 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1035765.500000 Penalty: 4497.026367
	Iteration 13Q: 3 clusters Score -1035766 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1035850.562500 Penalty: 4497.026367
	Iteration 14Q: 3 clusters Score -1035851 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1035933.687500 Penalty: 4497.026367
	Iteration 15Q: 3 clusters Score -1035934 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1036001.312500 Penalty: 4497.026367
	Iteration 16Q: 3 clusters Score -1036001 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1036074.687500 Penalty: 4497.026367
	Iteration 17Q: 3 clusters Score -1036075 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1036157.062500 Penalty: 4497.026367
	Iteration 18Q: 3 clusters Score -1036157 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1036225.812500 Penalty: 4497.026367
	Iteration 19Q: 3 clusters Score -1036226 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1036271.062500 Penalty: 4497.026367
	Iteration 20F: 3 clusters Score -1036271 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1036314.750000 Penalty: 4497.026367
	Iteration 21Q: 3 clusters Score -1036315 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1036361.000000 Penalty: 4497.026367
	Iteration 22Q: 3 clusters Score -1036361 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1036396.187500 Penalty: 4497.026367
	Iteration 23Q: 3 clusters Score -1036396 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1036423.750000 Penalty: 4497.026367
	Iteration 24Q: 3 clusters Score -1036424 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1036444.750000 Penalty: 4497.026367
	Iteration 25Q: 3 clusters Score -1036445 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1036468.000000 Penalty: 4497.026367
	Iteration 26Q: 3 clusters Score -1036468 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1036480.750000 Penalty: 4497.026367
	Iteration 27Q: 3 clusters Score -1036481 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1036497.500000 Penalty: 4497.026367
	Iteration 28Q: 3 clusters Score -1036498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1036504.062500 Penalty: 4497.026367
	Iteration 29Q: 3 clusters Score -1036504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1036507.937500 Penalty: 4497.026367
	Iteration 30Q: 3 clusters Score -1036508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1036514.562500 Penalty: 4497.026367
	Iteration 31Q: 3 clusters Score -1036515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1036518.875000 Penalty: 4497.026367
	Iteration 32Q: 3 clusters Score -1036519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1036520.125000 Penalty: 4497.026367
	Iteration 33Q: 3 clusters Score -1036520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1036525.500000 Penalty: 4497.026367
	Iteration 34Q: 3 clusters Score -1036526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1036527.937500 Penalty: 4497.026367
	Iteration 35Q: 3 clusters Score -1036528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1036531.062500 Penalty: 4497.026367
	Iteration 36Q: 3 clusters Score -1036531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1036530.625000 Penalty: 4497.026367
	Iteration 37Q: 3 clusters Score -1036531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1036532.187500 Penalty: 4497.026367
	Iteration 38Q: 3 clusters Score -1036532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1036534.750000 Penalty: 4497.026367
	Iteration 39Q: 3 clusters Score -1036535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1036537.062500 Penalty: 4497.026367
	Iteration 40F: 3 clusters Score -1036537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1036539.937500 Penalty: 4497.026367
	Iteration 41Q: 3 clusters Score -1036540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1036543.375000 Penalty: 4497.026367
	Iteration 42Q: 3 clusters Score -1036543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1036546.625000 Penalty: 4497.026367
	Iteration 43Q: 3 clusters Score -1036547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1036552.187500 Penalty: 4497.026367
	Iteration 44Q: 3 clusters Score -1036552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1036556.562500 Penalty: 4497.026367
	Iteration 45Q: 3 clusters Score -1036557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1036558.750000 Penalty: 4497.026367
	Iteration 46Q: 3 clusters Score -1036559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1036561.250000 Penalty: 4497.026367
	Iteration 47Q: 3 clusters Score -1036561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1036564.000000 Penalty: 4497.026367
	Iteration 48Q: 3 clusters Score -1036564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1036568.875000 Penalty: 4497.026367
	Iteration 49Q: 3 clusters Score -1036569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1036572.875000 Penalty: 4497.026367
	Iteration 50Q: 3 clusters Score -1036573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1036575.500000 Penalty: 4497.026367
	Iteration 51Q: 3 clusters Score -1036576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1036578.125000 Penalty: 4497.026367
	Iteration 52Q: 3 clusters Score -1036578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1036577.000000 Penalty: 4497.026367
	Iteration 53Q: 3 clusters Score -1036577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1036577.500000 Penalty: 4497.026367
	Iteration 54Q: 3 clusters Score -1036578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1036580.750000 Penalty: 4497.026367
	Iteration 55Q: 3 clusters Score -1036581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1036580.312500 Penalty: 4497.026367
	Iteration 56Q: 3 clusters Score -1036580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1036582.500000 Penalty: 4497.026367
	Iteration 57Q: 3 clusters Score -1036582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1036584.375000 Penalty: 4497.026367
	Iteration 58Q: 3 clusters Score -1036584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1036584.062500 Penalty: 4497.026367
	Iteration 59Q: 3 clusters Score -1036584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1036584.062500 Penalty: 4497.026367
	Iteration 60F: 3 clusters Score -1036584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Entering Unmasked Estep 
Score: -4703797.500000 Penalty: 2617.944824
	Iteration 0F: 2 clusters Score -4703798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -4677725.500000 Penalty: 5235.889648
	Iteration 0F: 3 clusters Score -4677726 nChanged 17570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -4687451.500000 Penalty: 5235.889648
	Iteration 1F: 3 clusters Score -4687452 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -4688046.000000 Penalty: 5235.889648
	Iteration 2Q: 3 clusters Score -4688046 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -4688751.000000 Penalty: 5235.889648
	Iteration 3Q: 3 clusters Score -4688751 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -4689606.500000 Penalty: 5235.889648
	Iteration 4Q: 3 clusters Score -4689606 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -4690682.000000 Penalty: 5235.889648
	Iteration 5F: 3 clusters Score -4690682 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -4691882.000000 Penalty: 5235.889648
	Iteration 6F: 3 clusters Score -4691882 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -4692937.500000 Penalty: 5235.889648
	Iteration 7F: 3 clusters Score -4692938 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -4693915.000000 Penalty: 5235.889648
	Iteration 8F: 3 clusters Score -4693915 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -4694740.000000 Penalty: 5235.889648
	Iteration 9Q: 3 clusters Score -4694740 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -4695484.000000 Penalty: 5235.889648
	Iteration 10Q: 3 clusters Score -4695484 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -4696193.000000 Penalty: 5235.889648
	Iteration 11Q: 3 clusters Score -4696193 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -4696842.500000 Penalty: 5235.889648
	Iteration 12Q: 3 clusters Score -4696842 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -4697459.000000 Penalty: 5235.889648
	Iteration 13Q: 3 clusters Score -4697459 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -4698055.000000 Penalty: 5235.889648
	Iteration 14Q: 3 clusters Score -4698055 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -4698673.000000 Penalty: 5235.889648
	Iteration 15Q: 3 clusters Score -4698673 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -4699248.500000 Penalty: 5235.889648
	Iteration 16Q: 3 clusters Score -4699248 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -4699804.500000 Penalty: 5235.889648
	Iteration 17Q: 3 clusters Score -4699804 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -4700192.500000 Penalty: 5235.889648
	Iteration 18Q: 3 clusters Score -4700192 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -4700587.500000 Penalty: 5235.889648
	Iteration 19Q: 3 clusters Score -4700588 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -4700900.500000 Penalty: 5235.889648
	Iteration 20F: 3 clusters Score -4700900 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -4701152.500000 Penalty: 5235.889648
	Iteration 21Q: 3 clusters Score -4701152 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -4701333.500000 Penalty: 5235.889648
	Iteration 22Q: 3 clusters Score -4701334 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4701453.500000 Penalty: 5235.889648
	Iteration 23Q: 3 clusters Score -4701454 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4701573.500000 Penalty: 5235.889648
	Iteration 24Q: 3 clusters Score -4701574 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4701639.500000 Penalty: 5235.889648
	Iteration 25Q: 3 clusters Score -4701640 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4701717.000000 Penalty: 5235.889648
	Iteration 26Q: 3 clusters Score -4701717 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4701756.500000 Penalty: 5235.889648
	Iteration 27Q: 3 clusters Score -4701756 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4701792.000000 Penalty: 5235.889648
	Iteration 28Q: 3 clusters Score -4701792 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4701838.000000 Penalty: 5235.889648
	Iteration 29Q: 3 clusters Score -4701838 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4701853.500000 Penalty: 5235.889648
	Iteration 30Q: 3 clusters Score -4701854 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4701869.000000 Penalty: 5235.889648
	Iteration 31Q: 3 clusters Score -4701869 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4701887.000000 Penalty: 5235.889648
	Iteration 32Q: 3 clusters Score -4701887 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4701899.500000 Penalty: 5235.889648
	Iteration 33Q: 3 clusters Score -4701900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4701913.000000 Penalty: 5235.889648
	Iteration 34Q: 3 clusters Score -4701913 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4701930.000000 Penalty: 5235.889648
	Iteration 35Q: 3 clusters Score -4701930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4701948.000000 Penalty: 5235.889648
	Iteration 36Q: 3 clusters Score -4701948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4701974.000000 Penalty: 5235.889648
	Iteration 37Q: 3 clusters Score -4701974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4701998.000000 Penalty: 5235.889648
	Iteration 38Q: 3 clusters Score -4701998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4702014.500000 Penalty: 5235.889648
	Iteration 39Q: 3 clusters Score -4702014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4702011.000000 Penalty: 5235.889648
	Iteration 40F: 3 clusters Score -4702011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4702024.000000 Penalty: 5235.889648
	Iteration 41Q: 3 clusters Score -4702024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4702029.000000 Penalty: 5235.889648
	Iteration 42Q: 3 clusters Score -4702029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4702027.000000 Penalty: 5235.889648
	Iteration 43Q: 3 clusters Score -4702027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4702038.500000 Penalty: 5235.889648
	Iteration 44Q: 3 clusters Score -4702038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4702039.500000 Penalty: 5235.889648
	Iteration 45Q: 3 clusters Score -4702040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4702038.000000 Penalty: 5235.889648
	Iteration 46Q: 3 clusters Score -4702038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4702042.500000 Penalty: 5235.889648
	Iteration 47Q: 3 clusters Score -4702042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4702043.000000 Penalty: 5235.889648
	Iteration 48Q: 3 clusters Score -4702043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4702038.000000 Penalty: 5235.889648
	Iteration 49Q: 3 clusters Score -4702038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4702042.000000 Penalty: 5235.889648
	Iteration 50Q: 3 clusters Score -4702042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4702037.500000 Penalty: 5235.889648
	Iteration 51Q: 3 clusters Score -4702038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4702042.500000 Penalty: 5235.889648
	Iteration 52Q: 3 clusters Score -4702042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37315 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4702041.000000 Penalty: 5235.889648
	Iteration 53Q: 3 clusters Score -4702041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4702040.000000 Penalty: 5235.889648
	Iteration 54Q: 3 clusters Score -4702040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4702041.000000 Penalty: 5235.889648
	Iteration 55Q: 3 clusters Score -4702041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4702040.000000 Penalty: 5235.889648
	Iteration 56Q: 3 clusters Score -4702040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4702039.000000 Penalty: 5235.889648
	Iteration 57Q: 3 clusters Score -4702039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4702041.500000 Penalty: 5235.889648
	Iteration 58Q: 3 clusters Score -4702042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4702044.500000 Penalty: 5235.889648
	Iteration 59Q: 3 clusters Score -4702044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4702046.000000 Penalty: 5235.889648
	Iteration 60F: 3 clusters Score -4702046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4702045.000000 Penalty: 5235.889648
	Iteration 61Q: 3 clusters Score -4702045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4702050.500000 Penalty: 5235.889648
	Iteration 62Q: 3 clusters Score -4702050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4702049.000000 Penalty: 5235.889648
	Iteration 63Q: 3 clusters Score -4702049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4702048.000000 Penalty: 5235.889648
	Iteration 64Q: 3 clusters Score -4702048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4702053.000000 Penalty: 5235.889648
	Iteration 65Q: 3 clusters Score -4702053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4702052.500000 Penalty: 5235.889648
	Iteration 66Q: 3 clusters Score -4702052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4702049.000000 Penalty: 5235.889648
	Iteration 67Q: 3 clusters Score -4702049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4702048.500000 Penalty: 5235.889648
	Iteration 68Q: 3 clusters Score -4702048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4702048.500000 Penalty: 5235.889648
	Iteration 69F: 3 clusters Score -4702048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Entering Unmasked Estep 
Score: -177129.109375 Penalty: 1831.998413
	Iteration 0F: 2 clusters Score -177129.1 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 785 members 
Entering Unmasked Estep 
Score: -174768.437500 Penalty: 3663.996826
	Iteration 0F: 3 clusters Score -174768.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -175206.718750 Penalty: 3663.996826
	Iteration 1F: 3 clusters Score -175206.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -175398.531250 Penalty: 3663.996826
	Iteration 2F: 3 clusters Score -175398.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -175576.562500 Penalty: 3663.996826
	Iteration 3F: 3 clusters Score -175576.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -175796.437500 Penalty: 3663.996826
	Iteration 4F: 3 clusters Score -175796.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -176070.937500 Penalty: 3663.996826
	Iteration 5F: 3 clusters Score -176070.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -176408.515625 Penalty: 3663.996826
	Iteration 6F: 3 clusters Score -176408.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -176635.968750 Penalty: 3663.996826
	Iteration 7Q: 3 clusters Score -176636 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -176802.937500 Penalty: 3663.996826
	Iteration 8Q: 3 clusters Score -176802.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -176978.312500 Penalty: 3663.996826
	Iteration 9Q: 3 clusters Score -176978.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -177296.390625 Penalty: 3663.996826
	Iteration 10Q: 3 clusters Score -177296.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -177633.171875 Penalty: 3663.996826
	Iteration 11F: 3 clusters Score -177633.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -177854.734375 Penalty: 3663.996826
	Iteration 12Q: 3 clusters Score -177854.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -178151.046875 Penalty: 3663.996826
	Iteration 13Q: 3 clusters Score -178151 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -178421.250000 Penalty: 3663.996826
	Iteration 14Q: 3 clusters Score -178421.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -178563.406250 Penalty: 3663.996826
	Iteration 15Q: 3 clusters Score -178563.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -178672.937500 Penalty: 3663.996826
	Iteration 16Q: 3 clusters Score -178672.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -178828.781250 Penalty: 3663.996826
	Iteration 17Q: 3 clusters Score -178828.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -179139.687500 Penalty: 3663.996826
	Iteration 18Q: 3 clusters Score -179139.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -180005.937500 Penalty: 3663.996826
	Iteration 19Q: 3 clusters Score -180005.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -180042.031250 Penalty: 3663.996826
	Iteration 20F: 3 clusters Score -180042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55859 members 
Mstep: Class 2 contains 23614 members 
Mstep: Class 3 contains 17797 members 
Mstep: Class 4 contains 30619 members 
Mstep: Class 5 contains 98882 members 
Mstep: Class 6 contains 126611 members 
Mstep: Class 7 contains 6661 members 
Mstep: Class 8 contains 184664 members 
Mstep: Class 9 contains 42815 members 
Mstep: Class 10 contains 12070 members 
Mstep: Class 11 contains 9996 members 
Mstep: Class 12 contains 102626 members 
Mstep: Class 13 contains 231753 members 
Mstep: Class 14 contains 35881 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 154752 members 
Mstep: Class 17 contains 29776 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 68173 members 
Mstep: Class 20 contains 8661 members 
Mstep: Class 21 contains 38416 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27499 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13145 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 916 members 
Entering Unmasked Estep 
Score: -158460256.000000 Penalty: 94431.562500
Splitting cluster 22 changes total score from -158458688.000000 to -158460256.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 23 (27499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Entering Unmasked Estep 
Score: -3368528.250000 Penalty: 2535.032471
	Iteration 0F: 2 clusters Score -3368528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -3349584.000000 Penalty: 5070.064941
	Iteration 0F: 3 clusters Score -3349584 nChanged 12347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -3356463.500000 Penalty: 5070.064941
	Iteration 1F: 3 clusters Score -3356464 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3357057.750000 Penalty: 5070.064941
	Iteration 2F: 3 clusters Score -3357058 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3357818.000000 Penalty: 5070.064941
	Iteration 3F: 3 clusters Score -3357818 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -3358794.500000 Penalty: 5070.064941
	Iteration 4F: 3 clusters Score -3358794 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -3359968.750000 Penalty: 5070.064941
	Iteration 5F: 3 clusters Score -3359969 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -3361340.500000 Penalty: 5070.064941
	Iteration 6F: 3 clusters Score -3361340 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -3362721.750000 Penalty: 5070.064941
	Iteration 7F: 3 clusters Score -3362722 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -3363944.500000 Penalty: 5070.064941
	Iteration 8F: 3 clusters Score -3363944 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -3364891.250000 Penalty: 5070.064941
	Iteration 9Q: 3 clusters Score -3364891 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -3365539.000000 Penalty: 5070.064941
	Iteration 10Q: 3 clusters Score -3365539 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -3365909.750000 Penalty: 5070.064941
	Iteration 11Q: 3 clusters Score -3365910 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -3366151.500000 Penalty: 5070.064941
	Iteration 12Q: 3 clusters Score -3366152 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -3366248.000000 Penalty: 5070.064941
	Iteration 13Q: 3 clusters Score -3366248 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -3366322.000000 Penalty: 5070.064941
	Iteration 14Q: 3 clusters Score -3366322 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -3366362.500000 Penalty: 5070.064941
	Iteration 15Q: 3 clusters Score -3366362 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -3366396.750000 Penalty: 5070.064941
	Iteration 16Q: 3 clusters Score -3366397 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -3366413.750000 Penalty: 5070.064941
	Iteration 17Q: 3 clusters Score -3366414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -3366426.750000 Penalty: 5070.064941
	Iteration 18Q: 3 clusters Score -3366427 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -3366445.500000 Penalty: 5070.064941
	Iteration 19Q: 3 clusters Score -3366446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -3366462.500000 Penalty: 5070.064941
	Iteration 20F: 3 clusters Score -3366462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -3366472.000000 Penalty: 5070.064941
	Iteration 21Q: 3 clusters Score -3366472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -3366488.000000 Penalty: 5070.064941
	Iteration 22Q: 3 clusters Score -3366488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -3366505.500000 Penalty: 5070.064941
	Iteration 23Q: 3 clusters Score -3366506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -3366515.750000 Penalty: 5070.064941
	Iteration 24Q: 3 clusters Score -3366516 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -3366531.750000 Penalty: 5070.064941
	Iteration 25Q: 3 clusters Score -3366532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -3366543.000000 Penalty: 5070.064941
	Iteration 26Q: 3 clusters Score -3366543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -3366543.250000 Penalty: 5070.064941
	Iteration 27Q: 3 clusters Score -3366543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -3366555.750000 Penalty: 5070.064941
	Iteration 28Q: 3 clusters Score -3366556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -3366554.750000 Penalty: 5070.064941
	Iteration 29Q: 3 clusters Score -3366555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -3366563.750000 Penalty: 5070.064941
	Iteration 30Q: 3 clusters Score -3366564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -3366564.750000 Penalty: 5070.064941
	Iteration 31Q: 3 clusters Score -3366565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -3366562.000000 Penalty: 5070.064941
	Iteration 32Q: 3 clusters Score -3366562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -3366562.250000 Penalty: 5070.064941
	Iteration 33Q: 3 clusters Score -3366562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -3366568.250000 Penalty: 5070.064941
	Iteration 34Q: 3 clusters Score -3366568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -3366566.000000 Penalty: 5070.064941
	Iteration 35Q: 3 clusters Score -3366566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -3366566.500000 Penalty: 5070.064941
	Iteration 36Q: 3 clusters Score -3366566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -3366566.250000 Penalty: 5070.064941
	Iteration 37Q: 3 clusters Score -3366566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -3366569.000000 Penalty: 5070.064941
	Iteration 38Q: 3 clusters Score -3366569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3366568.500000 Penalty: 5070.064941
	Iteration 39Q: 3 clusters Score -3366568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -3366573.250000 Penalty: 5070.064941
	Iteration 40F: 3 clusters Score -3366573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -3366576.250000 Penalty: 5070.064941
	Iteration 41Q: 3 clusters Score -3366576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -3366578.500000 Penalty: 5070.064941
	Iteration 42Q: 3 clusters Score -3366578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -3366579.750000 Penalty: 5070.064941
	Iteration 43Q: 3 clusters Score -3366580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -3366582.500000 Penalty: 5070.064941
	Iteration 44Q: 3 clusters Score -3366582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3366589.500000 Penalty: 5070.064941
	Iteration 45Q: 3 clusters Score -3366590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -3366590.250000 Penalty: 5070.064941
	Iteration 46Q: 3 clusters Score -3366590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -3366593.000000 Penalty: 5070.064941
	Iteration 47Q: 3 clusters Score -3366593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3366591.750000 Penalty: 5070.064941
	Iteration 48Q: 3 clusters Score -3366592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -3366596.500000 Penalty: 5070.064941
	Iteration 49Q: 3 clusters Score -3366596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -3366593.500000 Penalty: 5070.064941
	Iteration 50Q: 3 clusters Score -3366594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -3366593.750000 Penalty: 5070.064941
	Iteration 51Q: 3 clusters Score -3366594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -3366598.250000 Penalty: 5070.064941
	Iteration 52Q: 3 clusters Score -3366598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -3366599.250000 Penalty: 5070.064941
	Iteration 53Q: 3 clusters Score -3366599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -3366600.000000 Penalty: 5070.064941
	Iteration 54Q: 3 clusters Score -3366600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -3366595.750000 Penalty: 5070.064941
	Iteration 55Q: 3 clusters Score -3366596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3366599.750000 Penalty: 5070.064941
	Iteration 56Q: 3 clusters Score -3366600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -3366593.500000 Penalty: 5070.064941
	Iteration 57Q: 3 clusters Score -3366594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -3366597.500000 Penalty: 5070.064941
	Iteration 58Q: 3 clusters Score -3366598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -3366601.000000 Penalty: 5070.064941
	Iteration 59Q: 3 clusters Score -3366601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -3366599.000000 Penalty: 5070.064941
	Iteration 60F: 3 clusters Score -3366599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3366601.750000 Penalty: 5070.064941
	Iteration 61Q: 3 clusters Score -3366602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3366600.750000 Penalty: 5070.064941
	Iteration 62Q: 3 clusters Score -3366601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3366600.750000 Penalty: 5070.064941
	Iteration 63F: 3 clusters Score -3366601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -86717.867188 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -86717.87 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 408 members 
Entering Unmasked Estep 
Score: -85004.101562 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -85004.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -85223.210938 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -85223.21 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -85299.117188 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -85299.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -85335.203125 Penalty: 3290.778320
	Iteration 3Q: 3 clusters Score -85335.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -85360.367188 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -85360.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -85380.671875 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -85380.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -85394.476562 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -85394.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -85407.710938 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -85407.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -85414.023438 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -85414.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -85417.617188 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -85417.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -85421.609375 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -85421.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -85422.812500 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -85422.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -85426.437500 Penalty: 3290.778320
	Iteration 12Q: 3 clusters Score -85426.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -85426.851562 Penalty: 3290.778320
	Iteration 13Q: 3 clusters Score -85426.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -85426.851562 Penalty: 3290.778320
	Iteration 14F: 3 clusters Score -85426.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Entering Unmasked Estep 
Score: -1510346.500000 Penalty: 2351.981689
	Iteration 0F: 2 clusters Score -1510346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1500668.625000 Penalty: 4703.963379
	Iteration 0F: 3 clusters Score -1500669 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1503838.500000 Penalty: 4703.963379
	Iteration 1F: 3 clusters Score -1503838 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1504364.000000 Penalty: 4703.963379
	Iteration 2F: 3 clusters Score -1504364 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1504860.750000 Penalty: 4703.963379
	Iteration 3F: 3 clusters Score -1504861 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1505296.625000 Penalty: 4703.963379
	Iteration 4F: 3 clusters Score -1505297 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1505686.250000 Penalty: 4703.963379
	Iteration 5F: 3 clusters Score -1505686 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1506031.875000 Penalty: 4703.963379
	Iteration 6Q: 3 clusters Score -1506032 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1506320.250000 Penalty: 4703.963379
	Iteration 7Q: 3 clusters Score -1506320 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1506597.625000 Penalty: 4703.963379
	Iteration 8Q: 3 clusters Score -1506598 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1506883.375000 Penalty: 4703.963379
	Iteration 9Q: 3 clusters Score -1506883 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1507221.625000 Penalty: 4703.963379
	Iteration 10Q: 3 clusters Score -1507222 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1507609.500000 Penalty: 4703.963379
	Iteration 11Q: 3 clusters Score -1507610 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1508012.250000 Penalty: 4703.963379
	Iteration 12Q: 3 clusters Score -1508012 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1508381.625000 Penalty: 4703.963379
	Iteration 13Q: 3 clusters Score -1508382 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1508649.875000 Penalty: 4703.963379
	Iteration 14Q: 3 clusters Score -1508650 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1508796.500000 Penalty: 4703.963379
	Iteration 15Q: 3 clusters Score -1508796 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1508869.375000 Penalty: 4703.963379
	Iteration 16Q: 3 clusters Score -1508869 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1508914.750000 Penalty: 4703.963379
	Iteration 17Q: 3 clusters Score -1508915 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1508942.625000 Penalty: 4703.963379
	Iteration 18Q: 3 clusters Score -1508943 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1508954.500000 Penalty: 4703.963379
	Iteration 19Q: 3 clusters Score -1508954 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1508967.125000 Penalty: 4703.963379
	Iteration 20F: 3 clusters Score -1508967 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1508978.125000 Penalty: 4703.963379
	Iteration 21Q: 3 clusters Score -1508978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1508987.750000 Penalty: 4703.963379
	Iteration 22Q: 3 clusters Score -1508988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1508990.500000 Penalty: 4703.963379
	Iteration 23Q: 3 clusters Score -1508990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1508998.375000 Penalty: 4703.963379
	Iteration 24Q: 3 clusters Score -1508998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1508999.375000 Penalty: 4703.963379
	Iteration 25Q: 3 clusters Score -1508999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1509000.125000 Penalty: 4703.963379
	Iteration 26Q: 3 clusters Score -1509000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1509001.875000 Penalty: 4703.963379
	Iteration 27Q: 3 clusters Score -1509002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1508998.500000 Penalty: 4703.963379
	Iteration 28Q: 3 clusters Score -1508998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1509002.125000 Penalty: 4703.963379
	Iteration 29Q: 3 clusters Score -1509002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1509004.000000 Penalty: 4703.963379
	Iteration 30Q: 3 clusters Score -1509004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1509005.875000 Penalty: 4703.963379
	Iteration 31Q: 3 clusters Score -1509006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1509010.250000 Penalty: 4703.963379
	Iteration 32Q: 3 clusters Score -1509010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1509008.625000 Penalty: 4703.963379
	Iteration 33Q: 3 clusters Score -1509009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1509007.875000 Penalty: 4703.963379
	Iteration 34Q: 3 clusters Score -1509008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1509010.250000 Penalty: 4703.963379
	Iteration 35Q: 3 clusters Score -1509010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1509010.500000 Penalty: 4703.963379
	Iteration 36Q: 3 clusters Score -1509010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1509014.875000 Penalty: 4703.963379
	Iteration 37Q: 3 clusters Score -1509015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1509011.875000 Penalty: 4703.963379
	Iteration 38Q: 3 clusters Score -1509012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1509011.875000 Penalty: 4703.963379
	Iteration 39Q: 3 clusters Score -1509012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1509010.500000 Penalty: 4703.963379
	Iteration 40F: 3 clusters Score -1509010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1509012.125000 Penalty: 4703.963379
	Iteration 41Q: 3 clusters Score -1509012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1509015.750000 Penalty: 4703.963379
	Iteration 42Q: 3 clusters Score -1509016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1509015.750000 Penalty: 4703.963379
	Iteration 43Q: 3 clusters Score -1509016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1509014.375000 Penalty: 4703.963379
	Iteration 44Q: 3 clusters Score -1509014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1509014.375000 Penalty: 4703.963379
	Iteration 45F: 3 clusters Score -1509014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -25615.083984 Penalty: 1378.093384
	Iteration 0F: 2 clusters Score -25615.08 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 114 members 
Entering Unmasked Estep 
Score: -24474.099609 Penalty: 2756.186768
	Iteration 0F: 3 clusters Score -24474.1 nChanged 35
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: -24654.716797 Penalty: 2756.186768
	Iteration 1F: 3 clusters Score -24654.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24751.205078 Penalty: 2756.186768
	Iteration 2F: 3 clusters Score -24751.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24894.464844 Penalty: 2756.186768
	Iteration 3F: 3 clusters Score -24894.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24933.988281 Penalty: 2756.186768
	Iteration 4Q: 3 clusters Score -24933.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24965.500000 Penalty: 2756.186768
	Iteration 5Q: 3 clusters Score -24965.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24972.923828 Penalty: 2756.186768
	Iteration 6Q: 3 clusters Score -24972.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24972.923828 Penalty: 2756.186768
	Iteration 7F: 3 clusters Score -24972.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55859 members 
Mstep: Class 2 contains 23614 members 
Mstep: Class 3 contains 17797 members 
Mstep: Class 4 contains 30619 members 
Mstep: Class 5 contains 98882 members 
Mstep: Class 6 contains 126611 members 
Mstep: Class 7 contains 6661 members 
Mstep: Class 8 contains 184664 members 
Mstep: Class 9 contains 42815 members 
Mstep: Class 10 contains 12070 members 
Mstep: Class 11 contains 9996 members 
Mstep: Class 12 contains 102626 members 
Mstep: Class 13 contains 231753 members 
Mstep: Class 14 contains 35881 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 154752 members 
Mstep: Class 17 contains 29776 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 68173 members 
Mstep: Class 20 contains 8661 members 
Mstep: Class 21 contains 38416 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27499 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13145 members 
Mstep: Class 26 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460336.000000 Penalty: 94431.562500
Iteration 119Q: 28 clusters Score -1.584603e+08 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55848 members 
Mstep: Class 2 contains 23597 members 
Mstep: Class 3 contains 17786 members 
Mstep: Class 4 contains 30613 members 
Mstep: Class 5 contains 98881 members 
Mstep: Class 6 contains 126634 members 
Mstep: Class 7 contains 6661 members 
Mstep: Class 8 contains 185311 members 
Mstep: Class 9 contains 42751 members 
Mstep: Class 10 contains 12067 members 
Mstep: Class 11 contains 9994 members 
Mstep: Class 12 contains 101958 members 
Mstep: Class 13 contains 231742 members 
Mstep: Class 14 contains 35956 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 154747 members 
Mstep: Class 17 contains 29783 members 
Mstep: Class 18 contains 8998 members 
Mstep: Class 19 contains 68184 members 
Mstep: Class 20 contains 8668 members 
Mstep: Class 21 contains 38419 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27522 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13156 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460320.000000 Penalty: 94431.562500
Iteration 120F: 28 clusters Score -1.584603e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 23584 members 
Mstep: Class 3 contains 17776 members 
Mstep: Class 4 contains 30606 members 
Mstep: Class 5 contains 98877 members 
Mstep: Class 6 contains 126657 members 
Mstep: Class 7 contains 6661 members 
Mstep: Class 8 contains 186028 members 
Mstep: Class 9 contains 42668 members 
Mstep: Class 10 contains 12063 members 
Mstep: Class 11 contains 9993 members 
Mstep: Class 12 contains 101227 members 
Mstep: Class 13 contains 231725 members 
Mstep: Class 14 contains 36009 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 154738 members 
Mstep: Class 17 contains 29792 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 68208 members 
Mstep: Class 20 contains 8679 members 
Mstep: Class 21 contains 38424 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27552 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13170 members 
Mstep: Class 26 contains 257 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460736.000000 Penalty: 94431.562500
Iteration 121Q: 28 clusters Score -1.584607e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55821 members 
Mstep: Class 2 contains 23572 members 
Mstep: Class 3 contains 17757 members 
Mstep: Class 4 contains 30604 members 
Mstep: Class 5 contains 98878 members 
Mstep: Class 6 contains 126701 members 
Mstep: Class 7 contains 6661 members 
Mstep: Class 8 contains 186783 members 
Mstep: Class 9 contains 42595 members 
Mstep: Class 10 contains 12061 members 
Mstep: Class 11 contains 9991 members 
Mstep: Class 12 contains 100451 members 
Mstep: Class 13 contains 231723 members 
Mstep: Class 14 contains 36021 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 154727 members 
Mstep: Class 17 contains 29803 members 
Mstep: Class 18 contains 8999 members 
Mstep: Class 19 contains 68244 members 
Mstep: Class 20 contains 8689 members 
Mstep: Class 21 contains 38427 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27575 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13187 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460944.000000 Penalty: 94431.562500
Iteration 122Q: 28 clusters Score -1.584609e+08 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55804 members 
Mstep: Class 2 contains 23553 members 
Mstep: Class 3 contains 17745 members 
Mstep: Class 4 contains 30600 members 
Mstep: Class 5 contains 98876 members 
Mstep: Class 6 contains 126750 members 
Mstep: Class 7 contains 6661 members 
Mstep: Class 8 contains 187605 members 
Mstep: Class 9 contains 42530 members 
Mstep: Class 10 contains 12057 members 
Mstep: Class 11 contains 9992 members 
Mstep: Class 12 contains 99632 members 
Mstep: Class 13 contains 231714 members 
Mstep: Class 14 contains 36031 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 154722 members 
Mstep: Class 17 contains 29821 members 
Mstep: Class 18 contains 8999 members 
Mstep: Class 19 contains 68261 members 
Mstep: Class 20 contains 8700 members 
Mstep: Class 21 contains 38432 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27588 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13197 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461152.000000 Penalty: 94431.562500
Iteration 123Q: 28 clusters Score -1.584612e+08 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 23527 members 
Mstep: Class 3 contains 17734 members 
Mstep: Class 4 contains 30592 members 
Mstep: Class 5 contains 98876 members 
Mstep: Class 6 contains 126777 members 
Mstep: Class 7 contains 6661 members 
Mstep: Class 8 contains 188447 members 
Mstep: Class 9 contains 42444 members 
Mstep: Class 10 contains 12055 members 
Mstep: Class 11 contains 9992 members 
Mstep: Class 12 contains 98846 members 
Mstep: Class 13 contains 231722 members 
Mstep: Class 14 contains 36048 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154712 members 
Mstep: Class 17 contains 29833 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 68265 members 
Mstep: Class 20 contains 8708 members 
Mstep: Class 21 contains 38434 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27600 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13211 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461104.000000 Penalty: 94431.562500
Iteration 124Q: 28 clusters Score -1.584611e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 23503 members 
Mstep: Class 3 contains 17728 members 
Mstep: Class 4 contains 30584 members 
Mstep: Class 5 contains 98872 members 
Mstep: Class 6 contains 126794 members 
Mstep: Class 7 contains 6660 members 
Mstep: Class 8 contains 189324 members 
Mstep: Class 9 contains 42373 members 
Mstep: Class 10 contains 12056 members 
Mstep: Class 11 contains 9994 members 
Mstep: Class 12 contains 98049 members 
Mstep: Class 13 contains 231715 members 
Mstep: Class 14 contains 36046 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154712 members 
Mstep: Class 17 contains 29841 members 
Mstep: Class 18 contains 8994 members 
Mstep: Class 19 contains 68263 members 
Mstep: Class 20 contains 8720 members 
Mstep: Class 21 contains 38433 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27626 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13212 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461328.000000 Penalty: 94431.562500
Iteration 125Q: 28 clusters Score -1.584613e+08 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55752 members 
Mstep: Class 2 contains 23478 members 
Mstep: Class 3 contains 17723 members 
Mstep: Class 4 contains 30579 members 
Mstep: Class 5 contains 98868 members 
Mstep: Class 6 contains 126807 members 
Mstep: Class 7 contains 6660 members 
Mstep: Class 8 contains 190237 members 
Mstep: Class 9 contains 42318 members 
Mstep: Class 10 contains 12056 members 
Mstep: Class 11 contains 9994 members 
Mstep: Class 12 contains 97192 members 
Mstep: Class 13 contains 231696 members 
Mstep: Class 14 contains 36064 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154706 members 
Mstep: Class 17 contains 29849 members 
Mstep: Class 18 contains 8994 members 
Mstep: Class 19 contains 68246 members 
Mstep: Class 20 contains 8745 members 
Mstep: Class 21 contains 38435 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27658 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13212 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461200.000000 Penalty: 94431.562500
Iteration 126Q: 28 clusters Score -1.584612e+08 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55730 members 
Mstep: Class 2 contains 23447 members 
Mstep: Class 3 contains 17715 members 
Mstep: Class 4 contains 30575 members 
Mstep: Class 5 contains 98869 members 
Mstep: Class 6 contains 126822 members 
Mstep: Class 7 contains 6660 members 
Mstep: Class 8 contains 191168 members 
Mstep: Class 9 contains 42265 members 
Mstep: Class 10 contains 12054 members 
Mstep: Class 11 contains 9993 members 
Mstep: Class 12 contains 96317 members 
Mstep: Class 13 contains 231660 members 
Mstep: Class 14 contains 36070 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154713 members 
Mstep: Class 17 contains 29856 members 
Mstep: Class 18 contains 8994 members 
Mstep: Class 19 contains 68237 members 
Mstep: Class 20 contains 8781 members 
Mstep: Class 21 contains 38441 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27683 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13219 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461232.000000 Penalty: 94431.562500
Iteration 127Q: 28 clusters Score -1.584612e+08 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55707 members 
Mstep: Class 2 contains 23419 members 
Mstep: Class 3 contains 17714 members 
Mstep: Class 4 contains 30572 members 
Mstep: Class 5 contains 98867 members 
Mstep: Class 6 contains 126838 members 
Mstep: Class 7 contains 6660 members 
Mstep: Class 8 contains 192116 members 
Mstep: Class 9 contains 42216 members 
Mstep: Class 10 contains 12054 members 
Mstep: Class 11 contains 9992 members 
Mstep: Class 12 contains 95440 members 
Mstep: Class 13 contains 231617 members 
Mstep: Class 14 contains 36069 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154711 members 
Mstep: Class 17 contains 29859 members 
Mstep: Class 18 contains 8993 members 
Mstep: Class 19 contains 68231 members 
Mstep: Class 20 contains 8810 members 
Mstep: Class 21 contains 38447 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27701 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13236 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461488.000000 Penalty: 94431.562500
Iteration 128Q: 28 clusters Score -1.584615e+08 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 23385 members 
Mstep: Class 3 contains 17706 members 
Mstep: Class 4 contains 30569 members 
Mstep: Class 5 contains 98864 members 
Mstep: Class 6 contains 126851 members 
Mstep: Class 7 contains 6659 members 
Mstep: Class 8 contains 193129 members 
Mstep: Class 9 contains 42172 members 
Mstep: Class 10 contains 12054 members 
Mstep: Class 11 contains 9994 members 
Mstep: Class 12 contains 94513 members 
Mstep: Class 13 contains 231581 members 
Mstep: Class 14 contains 36055 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154718 members 
Mstep: Class 17 contains 29864 members 
Mstep: Class 18 contains 8992 members 
Mstep: Class 19 contains 68230 members 
Mstep: Class 20 contains 8833 members 
Mstep: Class 21 contains 38455 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27712 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13247 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158462000.000000 Penalty: 94431.562500
Iteration 129Q: 28 clusters Score -1.58462e+08 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 23340 members 
Mstep: Class 3 contains 17698 members 
Mstep: Class 4 contains 30564 members 
Mstep: Class 5 contains 98861 members 
Mstep: Class 6 contains 126872 members 
Mstep: Class 7 contains 6659 members 
Mstep: Class 8 contains 194182 members 
Mstep: Class 9 contains 42129 members 
Mstep: Class 10 contains 12053 members 
Mstep: Class 11 contains 9995 members 
Mstep: Class 12 contains 93575 members 
Mstep: Class 13 contains 231561 members 
Mstep: Class 14 contains 36035 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154721 members 
Mstep: Class 17 contains 29867 members 
Mstep: Class 18 contains 8992 members 
Mstep: Class 19 contains 68232 members 
Mstep: Class 20 contains 8859 members 
Mstep: Class 21 contains 38459 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27704 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13242 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158462128.000000 Penalty: 94431.562500
Iteration 130Q: 28 clusters Score -1.584621e+08 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 23291 members 
Mstep: Class 3 contains 17696 members 
Mstep: Class 4 contains 30562 members 
Mstep: Class 5 contains 98860 members 
Mstep: Class 6 contains 126887 members 
Mstep: Class 7 contains 6658 members 
Mstep: Class 8 contains 195231 members 
Mstep: Class 9 contains 42092 members 
Mstep: Class 10 contains 12050 members 
Mstep: Class 11 contains 9996 members 
Mstep: Class 12 contains 92611 members 
Mstep: Class 13 contains 231557 members 
Mstep: Class 14 contains 36011 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154725 members 
Mstep: Class 17 contains 29869 members 
Mstep: Class 18 contains 8994 members 
Mstep: Class 19 contains 68213 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 38464 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27711 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13245 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158462864.000000 Penalty: 94431.562500
Iteration 131Q: 28 clusters Score -1.584629e+08 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55651 members 
Mstep: Class 2 contains 23244 members 
Mstep: Class 3 contains 17683 members 
Mstep: Class 4 contains 30560 members 
Mstep: Class 5 contains 98859 members 
Mstep: Class 6 contains 126905 members 
Mstep: Class 7 contains 6659 members 
Mstep: Class 8 contains 196333 members 
Mstep: Class 9 contains 42042 members 
Mstep: Class 10 contains 12052 members 
Mstep: Class 11 contains 9994 members 
Mstep: Class 12 contains 91617 members 
Mstep: Class 13 contains 231547 members 
Mstep: Class 14 contains 35978 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154730 members 
Mstep: Class 17 contains 29874 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 68202 members 
Mstep: Class 20 contains 8913 members 
Mstep: Class 21 contains 38465 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27715 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13249 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158463264.000000 Penalty: 94431.562500
Iteration 132Q: 28 clusters Score -1.584633e+08 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55647 members 
Mstep: Class 2 contains 23199 members 
Mstep: Class 3 contains 17664 members 
Mstep: Class 4 contains 30553 members 
Mstep: Class 5 contains 98862 members 
Mstep: Class 6 contains 126915 members 
Mstep: Class 7 contains 6660 members 
Mstep: Class 8 contains 197447 members 
Mstep: Class 9 contains 42000 members 
Mstep: Class 10 contains 12051 members 
Mstep: Class 11 contains 9994 members 
Mstep: Class 12 contains 90591 members 
Mstep: Class 13 contains 231540 members 
Mstep: Class 14 contains 35946 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154722 members 
Mstep: Class 17 contains 29882 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 68199 members 
Mstep: Class 20 contains 8962 members 
Mstep: Class 21 contains 38464 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27722 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13252 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158463024.000000 Penalty: 94431.562500
Iteration 133Q: 28 clusters Score -1.58463e+08 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55629 members 
Mstep: Class 2 contains 23150 members 
Mstep: Class 3 contains 17658 members 
Mstep: Class 4 contains 30550 members 
Mstep: Class 5 contains 98864 members 
Mstep: Class 6 contains 126929 members 
Mstep: Class 7 contains 6659 members 
Mstep: Class 8 contains 198621 members 
Mstep: Class 9 contains 41957 members 
Mstep: Class 10 contains 12048 members 
Mstep: Class 11 contains 9993 members 
Mstep: Class 12 contains 89506 members 
Mstep: Class 13 contains 231546 members 
Mstep: Class 14 contains 35904 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154719 members 
Mstep: Class 17 contains 29891 members 
Mstep: Class 18 contains 8998 members 
Mstep: Class 19 contains 68207 members 
Mstep: Class 20 contains 8996 members 
Mstep: Class 21 contains 38466 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27725 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13253 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158463904.000000 Penalty: 94431.562500
Iteration 134Q: 28 clusters Score -1.584639e+08 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 23088 members 
Mstep: Class 3 contains 17647 members 
Mstep: Class 4 contains 30542 members 
Mstep: Class 5 contains 98866 members 
Mstep: Class 6 contains 126935 members 
Mstep: Class 7 contains 6657 members 
Mstep: Class 8 contains 199824 members 
Mstep: Class 9 contains 41943 members 
Mstep: Class 10 contains 12044 members 
Mstep: Class 11 contains 9992 members 
Mstep: Class 12 contains 88348 members 
Mstep: Class 13 contains 231554 members 
Mstep: Class 14 contains 35907 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154718 members 
Mstep: Class 17 contains 29897 members 
Mstep: Class 18 contains 8998 members 
Mstep: Class 19 contains 68198 members 
Mstep: Class 20 contains 9033 members 
Mstep: Class 21 contains 38472 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27728 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13266 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158464144.000000 Penalty: 94431.562500
Iteration 135Q: 28 clusters Score -1.584641e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 23025 members 
Mstep: Class 3 contains 17638 members 
Mstep: Class 4 contains 30535 members 
Mstep: Class 5 contains 98867 members 
Mstep: Class 6 contains 126932 members 
Mstep: Class 7 contains 6656 members 
Mstep: Class 8 contains 201038 members 
Mstep: Class 9 contains 41914 members 
Mstep: Class 10 contains 12042 members 
Mstep: Class 11 contains 9992 members 
Mstep: Class 12 contains 87195 members 
Mstep: Class 13 contains 231547 members 
Mstep: Class 14 contains 35919 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154710 members 
Mstep: Class 17 contains 29904 members 
Mstep: Class 18 contains 8998 members 
Mstep: Class 19 contains 68195 members 
Mstep: Class 20 contains 9089 members 
Mstep: Class 21 contains 38474 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27735 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13270 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158464720.000000 Penalty: 94431.562500
Iteration 136Q: 28 clusters Score -1.584647e+08 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 22958 members 
Mstep: Class 3 contains 17631 members 
Mstep: Class 4 contains 30530 members 
Mstep: Class 5 contains 98868 members 
Mstep: Class 6 contains 126925 members 
Mstep: Class 7 contains 6656 members 
Mstep: Class 8 contains 202296 members 
Mstep: Class 9 contains 41916 members 
Mstep: Class 10 contains 12041 members 
Mstep: Class 11 contains 9993 members 
Mstep: Class 12 contains 86012 members 
Mstep: Class 13 contains 231530 members 
Mstep: Class 14 contains 35919 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154700 members 
Mstep: Class 17 contains 29909 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 68179 members 
Mstep: Class 20 contains 9126 members 
Mstep: Class 21 contains 38477 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27741 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13278 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158464896.000000 Penalty: 94431.562500
Iteration 137Q: 28 clusters Score -1.584649e+08 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55581 members 
Mstep: Class 2 contains 22908 members 
Mstep: Class 3 contains 17630 members 
Mstep: Class 4 contains 30525 members 
Mstep: Class 5 contains 98873 members 
Mstep: Class 6 contains 126932 members 
Mstep: Class 7 contains 6657 members 
Mstep: Class 8 contains 203573 members 
Mstep: Class 9 contains 41873 members 
Mstep: Class 10 contains 12040 members 
Mstep: Class 11 contains 9995 members 
Mstep: Class 12 contains 84822 members 
Mstep: Class 13 contains 231520 members 
Mstep: Class 14 contains 35906 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154697 members 
Mstep: Class 17 contains 29914 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 68163 members 
Mstep: Class 20 contains 9165 members 
Mstep: Class 21 contains 38477 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27735 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13287 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158465376.000000 Penalty: 94431.562500
Iteration 138Q: 28 clusters Score -1.584654e+08 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 22858 members 
Mstep: Class 3 contains 17626 members 
Mstep: Class 4 contains 30523 members 
Mstep: Class 5 contains 98878 members 
Mstep: Class 6 contains 126945 members 
Mstep: Class 7 contains 6658 members 
Mstep: Class 8 contains 204880 members 
Mstep: Class 9 contains 41854 members 
Mstep: Class 10 contains 12040 members 
Mstep: Class 11 contains 9998 members 
Mstep: Class 12 contains 83605 members 
Mstep: Class 13 contains 231513 members 
Mstep: Class 14 contains 35894 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154686 members 
Mstep: Class 17 contains 29915 members 
Mstep: Class 18 contains 8995 members 
Mstep: Class 19 contains 68136 members 
Mstep: Class 20 contains 9191 members 
Mstep: Class 21 contains 38477 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27737 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13293 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158465520.000000 Penalty: 94431.562500
Iteration 139Q: 28 clusters Score -1.584655e+08 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 22803 members 
Mstep: Class 3 contains 17621 members 
Mstep: Class 4 contains 30525 members 
Mstep: Class 5 contains 98886 members 
Mstep: Class 6 contains 126941 members 
Mstep: Class 7 contains 6658 members 
Mstep: Class 8 contains 206211 members 
Mstep: Class 9 contains 41819 members 
Mstep: Class 10 contains 12040 members 
Mstep: Class 11 contains 9997 members 
Mstep: Class 12 contains 82392 members 
Mstep: Class 13 contains 231505 members 
Mstep: Class 14 contains 35865 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154685 members 
Mstep: Class 17 contains 29920 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 68104 members 
Mstep: Class 20 contains 9230 members 
Mstep: Class 21 contains 38479 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27725 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13307 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158465664.000000 Penalty: 94431.562500
Iteration 140F: 28 clusters Score -1.584657e+08 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 22743 members 
Mstep: Class 3 contains 17610 members 
Mstep: Class 4 contains 30524 members 
Mstep: Class 5 contains 98893 members 
Mstep: Class 6 contains 126940 members 
Mstep: Class 7 contains 6658 members 
Mstep: Class 8 contains 207542 members 
Mstep: Class 9 contains 41812 members 
Mstep: Class 10 contains 12039 members 
Mstep: Class 11 contains 9999 members 
Mstep: Class 12 contains 81182 members 
Mstep: Class 13 contains 231491 members 
Mstep: Class 14 contains 35835 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154672 members 
Mstep: Class 17 contains 29927 members 
Mstep: Class 18 contains 8998 members 
Mstep: Class 19 contains 68084 members 
Mstep: Class 20 contains 9264 members 
Mstep: Class 21 contains 38476 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27716 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13305 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158466400.000000 Penalty: 94431.562500
Iteration 141Q: 28 clusters Score -1.584664e+08 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55565 members 
Mstep: Class 2 contains 22671 members 
Mstep: Class 3 contains 17603 members 
Mstep: Class 4 contains 30522 members 
Mstep: Class 5 contains 98901 members 
Mstep: Class 6 contains 126936 members 
Mstep: Class 7 contains 6659 members 
Mstep: Class 8 contains 208870 members 
Mstep: Class 9 contains 41806 members 
Mstep: Class 10 contains 12038 members 
Mstep: Class 11 contains 9997 members 
Mstep: Class 12 contains 79964 members 
Mstep: Class 13 contains 231488 members 
Mstep: Class 14 contains 35814 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154660 members 
Mstep: Class 17 contains 29938 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 68057 members 
Mstep: Class 20 contains 9290 members 
Mstep: Class 21 contains 38472 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27712 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13309 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158466864.000000 Penalty: 94431.562500
Iteration 142Q: 28 clusters Score -1.584669e+08 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55564 members 
Mstep: Class 2 contains 22615 members 
Mstep: Class 3 contains 17598 members 
Mstep: Class 4 contains 30518 members 
Mstep: Class 5 contains 98903 members 
Mstep: Class 6 contains 126937 members 
Mstep: Class 7 contains 6660 members 
Mstep: Class 8 contains 210138 members 
Mstep: Class 9 contains 41792 members 
Mstep: Class 10 contains 12036 members 
Mstep: Class 11 contains 9998 members 
Mstep: Class 12 contains 78760 members 
Mstep: Class 13 contains 231492 members 
Mstep: Class 14 contains 35798 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154653 members 
Mstep: Class 17 contains 29956 members 
Mstep: Class 18 contains 8998 members 
Mstep: Class 19 contains 68028 members 
Mstep: Class 20 contains 9329 members 
Mstep: Class 21 contains 38473 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27709 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13314 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467136.000000 Penalty: 94431.562500
Iteration 143Q: 28 clusters Score -1.584671e+08 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 22576 members 
Mstep: Class 3 contains 17602 members 
Mstep: Class 4 contains 30515 members 
Mstep: Class 5 contains 98905 members 
Mstep: Class 6 contains 126934 members 
Mstep: Class 7 contains 6661 members 
Mstep: Class 8 contains 211397 members 
Mstep: Class 9 contains 41776 members 
Mstep: Class 10 contains 12033 members 
Mstep: Class 11 contains 10000 members 
Mstep: Class 12 contains 77591 members 
Mstep: Class 13 contains 231494 members 
Mstep: Class 14 contains 35749 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154655 members 
Mstep: Class 17 contains 29965 members 
Mstep: Class 18 contains 8998 members 
Mstep: Class 19 contains 68008 members 
Mstep: Class 20 contains 9360 members 
Mstep: Class 21 contains 38476 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27700 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13321 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467664.000000 Penalty: 94431.562500
Iteration 144Q: 28 clusters Score -1.584677e+08 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 22544 members 
Mstep: Class 3 contains 17600 members 
Mstep: Class 4 contains 30513 members 
Mstep: Class 5 contains 98904 members 
Mstep: Class 6 contains 126918 members 
Mstep: Class 7 contains 6662 members 
Mstep: Class 8 contains 212746 members 
Mstep: Class 9 contains 41765 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 10000 members 
Mstep: Class 12 contains 76336 members 
Mstep: Class 13 contains 231485 members 
Mstep: Class 14 contains 35706 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154660 members 
Mstep: Class 17 contains 29970 members 
Mstep: Class 18 contains 8998 members 
Mstep: Class 19 contains 67995 members 
Mstep: Class 20 contains 9396 members 
Mstep: Class 21 contains 38473 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27687 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13327 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467936.000000 Penalty: 94431.562500
Iteration 145Q: 28 clusters Score -1.584679e+08 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 22517 members 
Mstep: Class 3 contains 17600 members 
Mstep: Class 4 contains 30511 members 
Mstep: Class 5 contains 98902 members 
Mstep: Class 6 contains 126924 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 214040 members 
Mstep: Class 9 contains 41775 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 10000 members 
Mstep: Class 12 contains 75077 members 
Mstep: Class 13 contains 231466 members 
Mstep: Class 14 contains 35675 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154661 members 
Mstep: Class 17 contains 29981 members 
Mstep: Class 18 contains 8998 members 
Mstep: Class 19 contains 67967 members 
Mstep: Class 20 contains 9439 members 
Mstep: Class 21 contains 38471 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27689 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13331 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467984.000000 Penalty: 94431.562500
Iteration 146Q: 28 clusters Score -1.58468e+08 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 22488 members 
Mstep: Class 3 contains 17597 members 
Mstep: Class 4 contains 30510 members 
Mstep: Class 5 contains 98904 members 
Mstep: Class 6 contains 126929 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 215302 members 
Mstep: Class 9 contains 41763 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 10002 members 
Mstep: Class 12 contains 73861 members 
Mstep: Class 13 contains 231442 members 
Mstep: Class 14 contains 35650 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154665 members 
Mstep: Class 17 contains 29985 members 
Mstep: Class 18 contains 8999 members 
Mstep: Class 19 contains 67955 members 
Mstep: Class 20 contains 9476 members 
Mstep: Class 21 contains 38472 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27681 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13337 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467904.000000 Penalty: 94431.562500
Iteration 147Q: 28 clusters Score -1.584679e+08 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 22470 members 
Mstep: Class 3 contains 17595 members 
Mstep: Class 4 contains 30507 members 
Mstep: Class 5 contains 98907 members 
Mstep: Class 6 contains 126926 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 216623 members 
Mstep: Class 9 contains 41759 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 10002 members 
Mstep: Class 12 contains 72639 members 
Mstep: Class 13 contains 231418 members 
Mstep: Class 14 contains 35609 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154665 members 
Mstep: Class 17 contains 29986 members 
Mstep: Class 18 contains 8998 members 
Mstep: Class 19 contains 67937 members 
Mstep: Class 20 contains 9510 members 
Mstep: Class 21 contains 38471 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27669 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13338 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468048.000000 Penalty: 94431.562500
Iteration 148Q: 28 clusters Score -1.58468e+08 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55536 members 
Mstep: Class 2 contains 22453 members 
Mstep: Class 3 contains 17591 members 
Mstep: Class 4 contains 30504 members 
Mstep: Class 5 contains 98906 members 
Mstep: Class 6 contains 126929 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 217936 members 
Mstep: Class 9 contains 41767 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 10003 members 
Mstep: Class 12 contains 71400 members 
Mstep: Class 13 contains 231374 members 
Mstep: Class 14 contains 35567 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154667 members 
Mstep: Class 17 contains 29991 members 
Mstep: Class 18 contains 8998 members 
Mstep: Class 19 contains 67927 members 
Mstep: Class 20 contains 9537 members 
Mstep: Class 21 contains 38470 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27665 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13351 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468048.000000 Penalty: 94431.562500
Iteration 149Q: 28 clusters Score -1.58468e+08 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 22435 members 
Mstep: Class 3 contains 17589 members 
Mstep: Class 4 contains 30505 members 
Mstep: Class 5 contains 98907 members 
Mstep: Class 6 contains 126931 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 219250 members 
Mstep: Class 9 contains 41759 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 10004 members 
Mstep: Class 12 contains 70156 members 
Mstep: Class 13 contains 231341 members 
Mstep: Class 14 contains 35531 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154662 members 
Mstep: Class 17 contains 29999 members 
Mstep: Class 18 contains 8998 members 
Mstep: Class 19 contains 67936 members 
Mstep: Class 20 contains 9563 members 
Mstep: Class 21 contains 38469 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27653 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13358 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468544.000000 Penalty: 94431.562500
Iteration 150Q: 28 clusters Score -1.584685e+08 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55519 members 
Mstep: Class 2 contains 22416 members 
Mstep: Class 3 contains 17584 members 
Mstep: Class 4 contains 30503 members 
Mstep: Class 5 contains 98905 members 
Mstep: Class 6 contains 126927 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 220606 members 
Mstep: Class 9 contains 41755 members 
Mstep: Class 10 contains 12024 members 
Mstep: Class 11 contains 10004 members 
Mstep: Class 12 contains 68900 members 
Mstep: Class 13 contains 231319 members 
Mstep: Class 14 contains 35494 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154660 members 
Mstep: Class 17 contains 30000 members 
Mstep: Class 18 contains 8999 members 
Mstep: Class 19 contains 67945 members 
Mstep: Class 20 contains 9580 members 
Mstep: Class 21 contains 38464 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27633 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13366 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468512.000000 Penalty: 94431.562500
Iteration 151Q: 28 clusters Score -1.584685e+08 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55509 members 
Mstep: Class 2 contains 22394 members 
Mstep: Class 3 contains 17576 members 
Mstep: Class 4 contains 30499 members 
Mstep: Class 5 contains 98909 members 
Mstep: Class 6 contains 126918 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 221902 members 
Mstep: Class 9 contains 41761 members 
Mstep: Class 10 contains 12019 members 
Mstep: Class 11 contains 10004 members 
Mstep: Class 12 contains 67695 members 
Mstep: Class 13 contains 231294 members 
Mstep: Class 14 contains 35460 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154652 members 
Mstep: Class 17 contains 29997 members 
Mstep: Class 18 contains 9002 members 
Mstep: Class 19 contains 67956 members 
Mstep: Class 20 contains 9601 members 
Mstep: Class 21 contains 38461 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27616 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13378 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468560.000000 Penalty: 94431.562500
Iteration 152Q: 28 clusters Score -1.584686e+08 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55494 members 
Mstep: Class 2 contains 22371 members 
Mstep: Class 3 contains 17568 members 
Mstep: Class 4 contains 30496 members 
Mstep: Class 5 contains 98909 members 
Mstep: Class 6 contains 126903 members 
Mstep: Class 7 contains 6667 members 
Mstep: Class 8 contains 223164 members 
Mstep: Class 9 contains 41763 members 
Mstep: Class 10 contains 12017 members 
Mstep: Class 11 contains 10004 members 
Mstep: Class 12 contains 66527 members 
Mstep: Class 13 contains 231283 members 
Mstep: Class 14 contains 35421 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154649 members 
Mstep: Class 17 contains 30001 members 
Mstep: Class 18 contains 9002 members 
Mstep: Class 19 contains 67958 members 
Mstep: Class 20 contains 9621 members 
Mstep: Class 21 contains 38458 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27604 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13389 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158469072.000000 Penalty: 94431.562500
Iteration 153Q: 28 clusters Score -1.584691e+08 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 22361 members 
Mstep: Class 3 contains 17563 members 
Mstep: Class 4 contains 30493 members 
Mstep: Class 5 contains 98910 members 
Mstep: Class 6 contains 126892 members 
Mstep: Class 7 contains 6667 members 
Mstep: Class 8 contains 224452 members 
Mstep: Class 9 contains 41753 members 
Mstep: Class 10 contains 12014 members 
Mstep: Class 11 contains 10006 members 
Mstep: Class 12 contains 65348 members 
Mstep: Class 13 contains 231247 members 
Mstep: Class 14 contains 35367 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154647 members 
Mstep: Class 17 contains 30005 members 
Mstep: Class 18 contains 9002 members 
Mstep: Class 19 contains 67976 members 
Mstep: Class 20 contains 9646 members 
Mstep: Class 21 contains 38454 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27591 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13394 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158469200.000000 Penalty: 94431.562500
Iteration 154Q: 28 clusters Score -1.584692e+08 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 22346 members 
Mstep: Class 3 contains 17556 members 
Mstep: Class 4 contains 30490 members 
Mstep: Class 5 contains 98910 members 
Mstep: Class 6 contains 126879 members 
Mstep: Class 7 contains 6667 members 
Mstep: Class 8 contains 225720 members 
Mstep: Class 9 contains 41765 members 
Mstep: Class 10 contains 12008 members 
Mstep: Class 11 contains 10005 members 
Mstep: Class 12 contains 64200 members 
Mstep: Class 13 contains 231214 members 
Mstep: Class 14 contains 35306 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154651 members 
Mstep: Class 17 contains 30014 members 
Mstep: Class 18 contains 9001 members 
Mstep: Class 19 contains 67984 members 
Mstep: Class 20 contains 9659 members 
Mstep: Class 21 contains 38453 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27571 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13389 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158469104.000000 Penalty: 94431.562500
Iteration 155Q: 28 clusters Score -1.584691e+08 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 22326 members 
Mstep: Class 3 contains 17548 members 
Mstep: Class 4 contains 30489 members 
Mstep: Class 5 contains 98912 members 
Mstep: Class 6 contains 126878 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 226968 members 
Mstep: Class 9 contains 41800 members 
Mstep: Class 10 contains 12003 members 
Mstep: Class 11 contains 10003 members 
Mstep: Class 12 contains 63069 members 
Mstep: Class 13 contains 231174 members 
Mstep: Class 14 contains 35243 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154648 members 
Mstep: Class 17 contains 30014 members 
Mstep: Class 18 contains 9001 members 
Mstep: Class 19 contains 67989 members 
Mstep: Class 20 contains 9667 members 
Mstep: Class 21 contains 38448 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27551 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13391 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158469408.000000 Penalty: 94431.562500
Iteration 156Q: 28 clusters Score -1.584694e+08 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55476 members 
Mstep: Class 2 contains 22302 members 
Mstep: Class 3 contains 17543 members 
Mstep: Class 4 contains 30488 members 
Mstep: Class 5 contains 98912 members 
Mstep: Class 6 contains 126877 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 228179 members 
Mstep: Class 9 contains 41831 members 
Mstep: Class 10 contains 12000 members 
Mstep: Class 11 contains 10003 members 
Mstep: Class 12 contains 61904 members 
Mstep: Class 13 contains 231147 members 
Mstep: Class 14 contains 35199 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154637 members 
Mstep: Class 17 contains 30010 members 
Mstep: Class 18 contains 9000 members 
Mstep: Class 19 contains 68012 members 
Mstep: Class 20 contains 9688 members 
Mstep: Class 21 contains 38445 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27550 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13401 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158469856.000000 Penalty: 94431.562500
Iteration 157Q: 28 clusters Score -1.584699e+08 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55472 members 
Mstep: Class 2 contains 22297 members 
Mstep: Class 3 contains 17539 members 
Mstep: Class 4 contains 30490 members 
Mstep: Class 5 contains 98910 members 
Mstep: Class 6 contains 126871 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 229438 members 
Mstep: Class 9 contains 41890 members 
Mstep: Class 10 contains 11998 members 
Mstep: Class 11 contains 10003 members 
Mstep: Class 12 contains 60681 members 
Mstep: Class 13 contains 231101 members 
Mstep: Class 14 contains 35157 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154629 members 
Mstep: Class 17 contains 30002 members 
Mstep: Class 18 contains 9000 members 
Mstep: Class 19 contains 68029 members 
Mstep: Class 20 contains 9713 members 
Mstep: Class 21 contains 38442 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27534 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13407 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158469536.000000 Penalty: 94431.562500
Iteration 158Q: 28 clusters Score -1.584695e+08 nChanged 1815
Entering ConstructFrom: 
Score: -158469536.000000 Penalty: 94431.562500
Entering ConstructFrom: 
Trying to split cluster 1 (55480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Entering Unmasked Estep 
Score: -6643605.000000 Penalty: 2709.096924
	Iteration 0F: 2 clusters Score -6643605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -6606335.500000 Penalty: 5418.193848
	Iteration 0F: 3 clusters Score -6606336 nChanged 25717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -6620559.000000 Penalty: 5418.193848
	Iteration 1F: 3 clusters Score -6620559 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -6621146.500000 Penalty: 5418.193848
	Iteration 2Q: 3 clusters Score -6621146 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -6621776.000000 Penalty: 5418.193848
	Iteration 3Q: 3 clusters Score -6621776 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -6622469.500000 Penalty: 5418.193848
	Iteration 4Q: 3 clusters Score -6622470 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -6623243.500000 Penalty: 5418.193848
	Iteration 5Q: 3 clusters Score -6623244 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -6624193.500000 Penalty: 5418.193848
	Iteration 6Q: 3 clusters Score -6624194 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -6625317.000000 Penalty: 5418.193848
	Iteration 7Q: 3 clusters Score -6625317 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -6626897.000000 Penalty: 5418.193848
	Iteration 8F: 3 clusters Score -6626897 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -6629085.500000 Penalty: 5418.193848
	Iteration 9F: 3 clusters Score -6629086 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -6631994.000000 Penalty: 5418.193848
	Iteration 10F: 3 clusters Score -6631994 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -6635243.500000 Penalty: 5418.193848
	Iteration 11F: 3 clusters Score -6635244 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -6638108.500000 Penalty: 5418.193848
	Iteration 12F: 3 clusters Score -6638108 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -6639923.000000 Penalty: 5418.193848
	Iteration 13Q: 3 clusters Score -6639923 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 54244 members 
Entering Unmasked Estep 
Score: -6640730.000000 Penalty: 5418.193848
	Iteration 14Q: 3 clusters Score -6640730 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 54670 members 
Entering Unmasked Estep 
Score: -6641090.500000 Penalty: 5418.193848
	Iteration 15Q: 3 clusters Score -6641090 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 54856 members 
Entering Unmasked Estep 
Score: -6641254.000000 Penalty: 5418.193848
	Iteration 16Q: 3 clusters Score -6641254 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 54950 members 
Entering Unmasked Estep 
Score: -6641339.000000 Penalty: 5418.193848
	Iteration 17Q: 3 clusters Score -6641339 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 54985 members 
Entering Unmasked Estep 
Score: -6641401.000000 Penalty: 5418.193848
	Iteration 18Q: 3 clusters Score -6641401 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -6641422.000000 Penalty: 5418.193848
	Iteration 19Q: 3 clusters Score -6641422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 55028 members 
Entering Unmasked Estep 
Score: -6641443.500000 Penalty: 5418.193848
	Iteration 20F: 3 clusters Score -6641444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 55034 members 
Entering Unmasked Estep 
Score: -6641452.500000 Penalty: 5418.193848
	Iteration 21Q: 3 clusters Score -6641452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 55035 members 
Entering Unmasked Estep 
Score: -6641447.000000 Penalty: 5418.193848
	Iteration 22Q: 3 clusters Score -6641447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -6641443.000000 Penalty: 5418.193848
	Iteration 23Q: 3 clusters Score -6641443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -6641443.000000 Penalty: 5418.193848
	Iteration 24F: 3 clusters Score -6641443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Entering Unmasked Estep 
Score: -2701844.500000 Penalty: 2482.993896
	Iteration 0F: 2 clusters Score -2701844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2686327.500000 Penalty: 4965.987793
	Iteration 0F: 3 clusters Score -2686328 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2691876.250000 Penalty: 4965.987793
	Iteration 1F: 3 clusters Score -2691876 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2692480.750000 Penalty: 4965.987793
	Iteration 2F: 3 clusters Score -2692481 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2693052.500000 Penalty: 4965.987793
	Iteration 3F: 3 clusters Score -2693052 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2693591.750000 Penalty: 4965.987793
	Iteration 4F: 3 clusters Score -2693592 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2694133.750000 Penalty: 4965.987793
	Iteration 5F: 3 clusters Score -2694134 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2694626.000000 Penalty: 4965.987793
	Iteration 6Q: 3 clusters Score -2694626 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2695113.250000 Penalty: 4965.987793
	Iteration 7Q: 3 clusters Score -2695113 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2695555.500000 Penalty: 4965.987793
	Iteration 8Q: 3 clusters Score -2695556 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2695939.500000 Penalty: 4965.987793
	Iteration 9Q: 3 clusters Score -2695940 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2696284.250000 Penalty: 4965.987793
	Iteration 10Q: 3 clusters Score -2696284 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2696623.750000 Penalty: 4965.987793
	Iteration 11Q: 3 clusters Score -2696624 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2696946.750000 Penalty: 4965.987793
	Iteration 12Q: 3 clusters Score -2696947 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2697309.500000 Penalty: 4965.987793
	Iteration 13Q: 3 clusters Score -2697310 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2697717.500000 Penalty: 4965.987793
	Iteration 14Q: 3 clusters Score -2697718 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2698136.000000 Penalty: 4965.987793
	Iteration 15Q: 3 clusters Score -2698136 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2698522.750000 Penalty: 4965.987793
	Iteration 16Q: 3 clusters Score -2698523 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2698819.250000 Penalty: 4965.987793
	Iteration 17Q: 3 clusters Score -2698819 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2699015.250000 Penalty: 4965.987793
	Iteration 18Q: 3 clusters Score -2699015 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2699174.500000 Penalty: 4965.987793
	Iteration 19Q: 3 clusters Score -2699174 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2699295.500000 Penalty: 4965.987793
	Iteration 20F: 3 clusters Score -2699296 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2699375.000000 Penalty: 4965.987793
	Iteration 21Q: 3 clusters Score -2699375 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2699466.500000 Penalty: 4965.987793
	Iteration 22Q: 3 clusters Score -2699466 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2699530.500000 Penalty: 4965.987793
	Iteration 23Q: 3 clusters Score -2699530 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2699581.000000 Penalty: 4965.987793
	Iteration 24Q: 3 clusters Score -2699581 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2699619.250000 Penalty: 4965.987793
	Iteration 25Q: 3 clusters Score -2699619 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2699656.000000 Penalty: 4965.987793
	Iteration 26Q: 3 clusters Score -2699656 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2699699.750000 Penalty: 4965.987793
	Iteration 27Q: 3 clusters Score -2699700 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2699731.000000 Penalty: 4965.987793
	Iteration 28Q: 3 clusters Score -2699731 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2699753.750000 Penalty: 4965.987793
	Iteration 29Q: 3 clusters Score -2699754 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2699772.000000 Penalty: 4965.987793
	Iteration 30Q: 3 clusters Score -2699772 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2699797.000000 Penalty: 4965.987793
	Iteration 31Q: 3 clusters Score -2699797 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2699814.500000 Penalty: 4965.987793
	Iteration 32Q: 3 clusters Score -2699814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2699830.000000 Penalty: 4965.987793
	Iteration 33Q: 3 clusters Score -2699830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2699841.000000 Penalty: 4965.987793
	Iteration 34Q: 3 clusters Score -2699841 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2699862.500000 Penalty: 4965.987793
	Iteration 35Q: 3 clusters Score -2699862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2699874.000000 Penalty: 4965.987793
	Iteration 36Q: 3 clusters Score -2699874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2699882.500000 Penalty: 4965.987793
	Iteration 37Q: 3 clusters Score -2699882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2699891.500000 Penalty: 4965.987793
	Iteration 38Q: 3 clusters Score -2699892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2699895.750000 Penalty: 4965.987793
	Iteration 39Q: 3 clusters Score -2699896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2699907.500000 Penalty: 4965.987793
	Iteration 40F: 3 clusters Score -2699908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2699918.500000 Penalty: 4965.987793
	Iteration 41Q: 3 clusters Score -2699918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2699930.500000 Penalty: 4965.987793
	Iteration 42Q: 3 clusters Score -2699930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2699931.000000 Penalty: 4965.987793
	Iteration 43Q: 3 clusters Score -2699931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2699934.000000 Penalty: 4965.987793
	Iteration 44Q: 3 clusters Score -2699934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2699936.250000 Penalty: 4965.987793
	Iteration 45Q: 3 clusters Score -2699936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2699943.750000 Penalty: 4965.987793
	Iteration 46Q: 3 clusters Score -2699944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2699951.250000 Penalty: 4965.987793
	Iteration 47Q: 3 clusters Score -2699951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2699959.500000 Penalty: 4965.987793
	Iteration 48Q: 3 clusters Score -2699960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2699958.250000 Penalty: 4965.987793
	Iteration 49Q: 3 clusters Score -2699958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2699960.500000 Penalty: 4965.987793
	Iteration 50Q: 3 clusters Score -2699960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2699961.000000 Penalty: 4965.987793
	Iteration 51Q: 3 clusters Score -2699961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2699962.250000 Penalty: 4965.987793
	Iteration 52Q: 3 clusters Score -2699962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2699961.750000 Penalty: 4965.987793
	Iteration 53Q: 3 clusters Score -2699962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2699962.000000 Penalty: 4965.987793
	Iteration 54Q: 3 clusters Score -2699962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2699961.750000 Penalty: 4965.987793
	Iteration 55Q: 3 clusters Score -2699962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2699959.750000 Penalty: 4965.987793
	Iteration 56Q: 3 clusters Score -2699960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2699960.750000 Penalty: 4965.987793
	Iteration 57Q: 3 clusters Score -2699961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2699959.000000 Penalty: 4965.987793
	Iteration 58Q: 3 clusters Score -2699959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2699961.750000 Penalty: 4965.987793
	Iteration 59Q: 3 clusters Score -2699962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2699961.750000 Penalty: 4965.987793
	Iteration 60F: 3 clusters Score -2699962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Entering Unmasked Estep 
Score: -2132141.000000 Penalty: 2423.472900
	Iteration 0F: 2 clusters Score -2132141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2119794.500000 Penalty: 4846.945801
	Iteration 0F: 3 clusters Score -2119794 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2123958.500000 Penalty: 4846.945801
	Iteration 1F: 3 clusters Score -2123958 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2124577.000000 Penalty: 4846.945801
	Iteration 2F: 3 clusters Score -2124577 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2125234.000000 Penalty: 4846.945801
	Iteration 3F: 3 clusters Score -2125234 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2125821.750000 Penalty: 4846.945801
	Iteration 4F: 3 clusters Score -2125822 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2126328.250000 Penalty: 4846.945801
	Iteration 5F: 3 clusters Score -2126328 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2126724.750000 Penalty: 4846.945801
	Iteration 6Q: 3 clusters Score -2126725 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2127064.500000 Penalty: 4846.945801
	Iteration 7Q: 3 clusters Score -2127064 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2127343.500000 Penalty: 4846.945801
	Iteration 8Q: 3 clusters Score -2127344 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2127610.000000 Penalty: 4846.945801
	Iteration 9Q: 3 clusters Score -2127610 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2127866.500000 Penalty: 4846.945801
	Iteration 10Q: 3 clusters Score -2127866 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2128117.750000 Penalty: 4846.945801
	Iteration 11Q: 3 clusters Score -2128118 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2128362.500000 Penalty: 4846.945801
	Iteration 12Q: 3 clusters Score -2128362 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2128583.000000 Penalty: 4846.945801
	Iteration 13Q: 3 clusters Score -2128583 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2128766.250000 Penalty: 4846.945801
	Iteration 14Q: 3 clusters Score -2128766 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2128952.000000 Penalty: 4846.945801
	Iteration 15Q: 3 clusters Score -2128952 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2129130.000000 Penalty: 4846.945801
	Iteration 16Q: 3 clusters Score -2129130 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2129272.750000 Penalty: 4846.945801
	Iteration 17Q: 3 clusters Score -2129273 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2129381.500000 Penalty: 4846.945801
	Iteration 18Q: 3 clusters Score -2129382 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2129469.000000 Penalty: 4846.945801
	Iteration 19Q: 3 clusters Score -2129469 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2129555.500000 Penalty: 4846.945801
	Iteration 20F: 3 clusters Score -2129556 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2129635.000000 Penalty: 4846.945801
	Iteration 21Q: 3 clusters Score -2129635 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2129702.500000 Penalty: 4846.945801
	Iteration 22Q: 3 clusters Score -2129702 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2129764.250000 Penalty: 4846.945801
	Iteration 23Q: 3 clusters Score -2129764 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2129801.000000 Penalty: 4846.945801
	Iteration 24Q: 3 clusters Score -2129801 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2129835.750000 Penalty: 4846.945801
	Iteration 25Q: 3 clusters Score -2129836 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2129878.250000 Penalty: 4846.945801
	Iteration 26Q: 3 clusters Score -2129878 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2129904.750000 Penalty: 4846.945801
	Iteration 27Q: 3 clusters Score -2129905 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2129944.250000 Penalty: 4846.945801
	Iteration 28Q: 3 clusters Score -2129944 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2129984.000000 Penalty: 4846.945801
	Iteration 29Q: 3 clusters Score -2129984 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2130009.250000 Penalty: 4846.945801
	Iteration 30Q: 3 clusters Score -2130009 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2130032.000000 Penalty: 4846.945801
	Iteration 31Q: 3 clusters Score -2130032 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2130064.250000 Penalty: 4846.945801
	Iteration 32Q: 3 clusters Score -2130064 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2130089.750000 Penalty: 4846.945801
	Iteration 33Q: 3 clusters Score -2130090 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2130112.750000 Penalty: 4846.945801
	Iteration 34Q: 3 clusters Score -2130113 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2130117.250000 Penalty: 4846.945801
	Iteration 35Q: 3 clusters Score -2130117 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2130135.750000 Penalty: 4846.945801
	Iteration 36Q: 3 clusters Score -2130136 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2130147.750000 Penalty: 4846.945801
	Iteration 37Q: 3 clusters Score -2130148 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2130158.250000 Penalty: 4846.945801
	Iteration 38Q: 3 clusters Score -2130158 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2130165.000000 Penalty: 4846.945801
	Iteration 39Q: 3 clusters Score -2130165 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2130174.000000 Penalty: 4846.945801
	Iteration 40F: 3 clusters Score -2130174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2130176.250000 Penalty: 4846.945801
	Iteration 41Q: 3 clusters Score -2130176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2130171.500000 Penalty: 4846.945801
	Iteration 42Q: 3 clusters Score -2130172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2130175.500000 Penalty: 4846.945801
	Iteration 43Q: 3 clusters Score -2130176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2130187.750000 Penalty: 4846.945801
	Iteration 44Q: 3 clusters Score -2130188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2130194.000000 Penalty: 4846.945801
	Iteration 45Q: 3 clusters Score -2130194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2130194.500000 Penalty: 4846.945801
	Iteration 46Q: 3 clusters Score -2130194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2130201.500000 Penalty: 4846.945801
	Iteration 47Q: 3 clusters Score -2130202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2130207.750000 Penalty: 4846.945801
	Iteration 48Q: 3 clusters Score -2130208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2130207.000000 Penalty: 4846.945801
	Iteration 49Q: 3 clusters Score -2130207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2130206.250000 Penalty: 4846.945801
	Iteration 50Q: 3 clusters Score -2130206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2130209.500000 Penalty: 4846.945801
	Iteration 51Q: 3 clusters Score -2130210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2130215.000000 Penalty: 4846.945801
	Iteration 52Q: 3 clusters Score -2130215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2130222.500000 Penalty: 4846.945801
	Iteration 53Q: 3 clusters Score -2130222 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2130230.750000 Penalty: 4846.945801
	Iteration 54Q: 3 clusters Score -2130231 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2130245.500000 Penalty: 4846.945801
	Iteration 55Q: 3 clusters Score -2130246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2130251.500000 Penalty: 4846.945801
	Iteration 56Q: 3 clusters Score -2130252 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2130262.750000 Penalty: 4846.945801
	Iteration 57Q: 3 clusters Score -2130263 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2130268.000000 Penalty: 4846.945801
	Iteration 58Q: 3 clusters Score -2130268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2130278.000000 Penalty: 4846.945801
	Iteration 59Q: 3 clusters Score -2130278 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2130285.250000 Penalty: 4846.945801
	Iteration 60F: 3 clusters Score -2130285 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2130290.250000 Penalty: 4846.945801
	Iteration 61Q: 3 clusters Score -2130290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2130292.250000 Penalty: 4846.945801
	Iteration 62Q: 3 clusters Score -2130292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2130301.000000 Penalty: 4846.945801
	Iteration 63Q: 3 clusters Score -2130301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2130302.250000 Penalty: 4846.945801
	Iteration 64Q: 3 clusters Score -2130302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2130303.500000 Penalty: 4846.945801
	Iteration 65Q: 3 clusters Score -2130304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2130310.750000 Penalty: 4846.945801
	Iteration 66Q: 3 clusters Score -2130311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2130310.250000 Penalty: 4846.945801
	Iteration 67Q: 3 clusters Score -2130310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2130307.750000 Penalty: 4846.945801
	Iteration 68Q: 3 clusters Score -2130308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2130308.250000 Penalty: 4846.945801
	Iteration 69Q: 3 clusters Score -2130308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2130314.500000 Penalty: 4846.945801
	Iteration 70Q: 3 clusters Score -2130314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2130311.500000 Penalty: 4846.945801
	Iteration 71Q: 3 clusters Score -2130312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2130313.250000 Penalty: 4846.945801
	Iteration 72Q: 3 clusters Score -2130313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2130320.250000 Penalty: 4846.945801
	Iteration 73Q: 3 clusters Score -2130320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2130319.250000 Penalty: 4846.945801
	Iteration 74Q: 3 clusters Score -2130319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2130321.500000 Penalty: 4846.945801
	Iteration 75Q: 3 clusters Score -2130322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2130323.250000 Penalty: 4846.945801
	Iteration 76Q: 3 clusters Score -2130323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2130332.000000 Penalty: 4846.945801
	Iteration 77Q: 3 clusters Score -2130332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2130335.000000 Penalty: 4846.945801
	Iteration 78Q: 3 clusters Score -2130335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2130344.500000 Penalty: 4846.945801
	Iteration 79Q: 3 clusters Score -2130344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2130343.000000 Penalty: 4846.945801
	Iteration 80F: 3 clusters Score -2130343 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2130350.500000 Penalty: 4846.945801
	Iteration 81Q: 3 clusters Score -2130350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2130357.750000 Penalty: 4846.945801
	Iteration 82Q: 3 clusters Score -2130358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2130359.500000 Penalty: 4846.945801
	Iteration 83Q: 3 clusters Score -2130360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2130364.500000 Penalty: 4846.945801
	Iteration 84Q: 3 clusters Score -2130364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2130364.000000 Penalty: 4846.945801
	Iteration 85Q: 3 clusters Score -2130364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2130367.250000 Penalty: 4846.945801
	Iteration 86Q: 3 clusters Score -2130367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2130370.750000 Penalty: 4846.945801
	Iteration 87Q: 3 clusters Score -2130371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2130378.000000 Penalty: 4846.945801
	Iteration 88Q: 3 clusters Score -2130378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2130377.250000 Penalty: 4846.945801
	Iteration 89Q: 3 clusters Score -2130377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2130381.250000 Penalty: 4846.945801
	Iteration 90Q: 3 clusters Score -2130381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2130385.500000 Penalty: 4846.945801
	Iteration 91Q: 3 clusters Score -2130386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2130391.750000 Penalty: 4846.945801
	Iteration 92Q: 3 clusters Score -2130392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2130394.750000 Penalty: 4846.945801
	Iteration 93Q: 3 clusters Score -2130395 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2130406.250000 Penalty: 4846.945801
	Iteration 94Q: 3 clusters Score -2130406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2130410.750000 Penalty: 4846.945801
	Iteration 95Q: 3 clusters Score -2130411 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2130413.250000 Penalty: 4846.945801
	Iteration 96Q: 3 clusters Score -2130413 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2130441.000000 Penalty: 4846.945801
	Iteration 97Q: 3 clusters Score -2130441 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2130483.500000 Penalty: 4846.945801
	Iteration 98Q: 3 clusters Score -2130484 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2130615.750000 Penalty: 4846.945801
	Iteration 99Q: 3 clusters Score -2130616 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2130813.750000 Penalty: 4846.945801
	Iteration 100F: 3 clusters Score -2130814 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2130932.750000 Penalty: 4846.945801
	Iteration 101Q: 3 clusters Score -2130933 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2130979.250000 Penalty: 4846.945801
	Iteration 102Q: 3 clusters Score -2130979 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2131000.500000 Penalty: 4846.945801
	Iteration 103Q: 3 clusters Score -2131000 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2131008.750000 Penalty: 4846.945801
	Iteration 104Q: 3 clusters Score -2131009 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2131011.250000 Penalty: 4846.945801
	Iteration 105Q: 3 clusters Score -2131011 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2131016.250000 Penalty: 4846.945801
	Iteration 106Q: 3 clusters Score -2131016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2131017.750000 Penalty: 4846.945801
	Iteration 107Q: 3 clusters Score -2131018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2131020.500000 Penalty: 4846.945801
	Iteration 108Q: 3 clusters Score -2131020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2131018.500000 Penalty: 4846.945801
	Iteration 109Q: 3 clusters Score -2131018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2131020.500000 Penalty: 4846.945801
	Iteration 110Q: 3 clusters Score -2131020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2131022.500000 Penalty: 4846.945801
	Iteration 111Q: 3 clusters Score -2131022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2131019.750000 Penalty: 4846.945801
	Iteration 112Q: 3 clusters Score -2131020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2131021.750000 Penalty: 4846.945801
	Iteration 113Q: 3 clusters Score -2131022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2131022.750000 Penalty: 4846.945801
	Iteration 114Q: 3 clusters Score -2131023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2131021.500000 Penalty: 4846.945801
	Iteration 115Q: 3 clusters Score -2131022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2131019.750000 Penalty: 4846.945801
	Iteration 116Q: 3 clusters Score -2131020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2131019.000000 Penalty: 4846.945801
	Iteration 117Q: 3 clusters Score -2131019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2131019.000000 Penalty: 4846.945801
	Iteration 118Q: 3 clusters Score -2131019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2131019.000000 Penalty: 4846.945801
	Iteration 119Q: 3 clusters Score -2131019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2131021.250000 Penalty: 4846.945801
	Iteration 120F: 3 clusters Score -2131021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2131017.500000 Penalty: 4846.945801
	Iteration 121Q: 3 clusters Score -2131018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2131016.250000 Penalty: 4846.945801
	Iteration 122Q: 3 clusters Score -2131016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2131016.750000 Penalty: 4846.945801
	Iteration 123Q: 3 clusters Score -2131017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2131018.250000 Penalty: 4846.945801
	Iteration 124Q: 3 clusters Score -2131018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2131018.250000 Penalty: 4846.945801
	Iteration 125Q: 3 clusters Score -2131018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2131018.250000 Penalty: 4846.945801
	Iteration 126F: 3 clusters Score -2131018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Entering Unmasked Estep 
Score: -3724382.500000 Penalty: 2560.646240
	Iteration 0F: 2 clusters Score -3724382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3703648.500000 Penalty: 5121.292480
	Iteration 0F: 3 clusters Score -3703648 nChanged 13683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -3711075.750000 Penalty: 5121.292480
	Iteration 1F: 3 clusters Score -3711076 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -3711863.750000 Penalty: 5121.292480
	Iteration 2F: 3 clusters Score -3711864 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -3712778.000000 Penalty: 5121.292480
	Iteration 3F: 3 clusters Score -3712778 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -3713972.500000 Penalty: 5121.292480
	Iteration 4F: 3 clusters Score -3713972 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -3715537.500000 Penalty: 5121.292480
	Iteration 5F: 3 clusters Score -3715538 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -3717280.500000 Penalty: 5121.292480
	Iteration 6F: 3 clusters Score -3717280 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -3718915.750000 Penalty: 5121.292480
	Iteration 7F: 3 clusters Score -3718916 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -3720224.250000 Penalty: 5121.292480
	Iteration 8F: 3 clusters Score -3720224 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3721035.500000 Penalty: 5121.292480
	Iteration 9Q: 3 clusters Score -3721036 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3721547.000000 Penalty: 5121.292480
	Iteration 10Q: 3 clusters Score -3721547 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3721883.000000 Penalty: 5121.292480
	Iteration 11Q: 3 clusters Score -3721883 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3722035.750000 Penalty: 5121.292480
	Iteration 12Q: 3 clusters Score -3722036 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3722114.000000 Penalty: 5121.292480
	Iteration 13Q: 3 clusters Score -3722114 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3722160.250000 Penalty: 5121.292480
	Iteration 14Q: 3 clusters Score -3722160 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3722192.000000 Penalty: 5121.292480
	Iteration 15Q: 3 clusters Score -3722192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3722218.000000 Penalty: 5121.292480
	Iteration 16Q: 3 clusters Score -3722218 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3722245.250000 Penalty: 5121.292480
	Iteration 17Q: 3 clusters Score -3722245 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3722258.250000 Penalty: 5121.292480
	Iteration 18Q: 3 clusters Score -3722258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3722274.750000 Penalty: 5121.292480
	Iteration 19Q: 3 clusters Score -3722275 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3722291.500000 Penalty: 5121.292480
	Iteration 20F: 3 clusters Score -3722292 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3722313.250000 Penalty: 5121.292480
	Iteration 21Q: 3 clusters Score -3722313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3722325.500000 Penalty: 5121.292480
	Iteration 22Q: 3 clusters Score -3722326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3722331.750000 Penalty: 5121.292480
	Iteration 23Q: 3 clusters Score -3722332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3722331.000000 Penalty: 5121.292480
	Iteration 24Q: 3 clusters Score -3722331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3722336.000000 Penalty: 5121.292480
	Iteration 25Q: 3 clusters Score -3722336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3722336.250000 Penalty: 5121.292480
	Iteration 26Q: 3 clusters Score -3722336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3722338.000000 Penalty: 5121.292480
	Iteration 27Q: 3 clusters Score -3722338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3722342.000000 Penalty: 5121.292480
	Iteration 28Q: 3 clusters Score -3722342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3722354.000000 Penalty: 5121.292480
	Iteration 29Q: 3 clusters Score -3722354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3722355.500000 Penalty: 5121.292480
	Iteration 30Q: 3 clusters Score -3722356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3722357.250000 Penalty: 5121.292480
	Iteration 31Q: 3 clusters Score -3722357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3722359.250000 Penalty: 5121.292480
	Iteration 32Q: 3 clusters Score -3722359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3722364.000000 Penalty: 5121.292480
	Iteration 33Q: 3 clusters Score -3722364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3722363.000000 Penalty: 5121.292480
	Iteration 34Q: 3 clusters Score -3722363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3722363.000000 Penalty: 5121.292480
	Iteration 35F: 3 clusters Score -3722363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (98908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98908 members 
Entering Unmasked Estep 
Score: -12085369.000000 Penalty: 2852.482422
	Iteration 0F: 2 clusters Score -1.208537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 49624 members 
Entering Unmasked Estep 
Score: -12019423.000000 Penalty: 5704.964844
	Iteration 0F: 3 clusters Score -1.201942e+07 nChanged 46565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -12045872.000000 Penalty: 5704.964844
	Iteration 1F: 3 clusters Score -1.204587e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -12046649.000000 Penalty: 5704.964844
	Iteration 2Q: 3 clusters Score -1.204665e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 53213 members 
Entering Unmasked Estep 
Score: -12047785.000000 Penalty: 5704.964844
	Iteration 3Q: 3 clusters Score -1.204778e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 55098 members 
Entering Unmasked Estep 
Score: -12049133.000000 Penalty: 5704.964844
	Iteration 4Q: 3 clusters Score -1.204913e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 57896 members 
Entering Unmasked Estep 
Score: -12051175.000000 Penalty: 5704.964844
	Iteration 5Q: 3 clusters Score -1.205118e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 61871 members 
Entering Unmasked Estep 
Score: -12053855.000000 Penalty: 5704.964844
	Iteration 6F: 3 clusters Score -1.205386e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 67182 members 
Entering Unmasked Estep 
Score: -12057810.000000 Penalty: 5704.964844
	Iteration 7F: 3 clusters Score -1.205781e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 73724 members 
Entering Unmasked Estep 
Score: -12062851.000000 Penalty: 5704.964844
	Iteration 8F: 3 clusters Score -1.206285e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 80655 members 
Entering Unmasked Estep 
Score: -12068540.000000 Penalty: 5704.964844
	Iteration 9F: 3 clusters Score -1.206854e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 86816 members 
Entering Unmasked Estep 
Score: -12073799.000000 Penalty: 5704.964844
	Iteration 10F: 3 clusters Score -1.20738e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 91257 members 
Entering Unmasked Estep 
Score: -12077865.000000 Penalty: 5704.964844
	Iteration 11Q: 3 clusters Score -1.207786e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 93913 members 
Entering Unmasked Estep 
Score: -12080151.000000 Penalty: 5704.964844
	Iteration 12Q: 3 clusters Score -1.208015e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 95421 members 
Entering Unmasked Estep 
Score: -12081474.000000 Penalty: 5704.964844
	Iteration 13Q: 3 clusters Score -1.208147e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 96228 members 
Entering Unmasked Estep 
Score: -12082231.000000 Penalty: 5704.964844
	Iteration 14Q: 3 clusters Score -1.208223e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 96672 members 
Entering Unmasked Estep 
Score: -12082616.000000 Penalty: 5704.964844
	Iteration 15Q: 3 clusters Score -1.208262e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 96953 members 
Entering Unmasked Estep 
Score: -12082893.000000 Penalty: 5704.964844
	Iteration 16Q: 3 clusters Score -1.208289e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 97122 members 
Entering Unmasked Estep 
Score: -12083017.000000 Penalty: 5704.964844
	Iteration 17Q: 3 clusters Score -1.208302e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 97254 members 
Entering Unmasked Estep 
Score: -12083123.000000 Penalty: 5704.964844
	Iteration 18Q: 3 clusters Score -1.208312e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 97350 members 
Entering Unmasked Estep 
Score: -12083156.000000 Penalty: 5704.964844
	Iteration 19Q: 3 clusters Score -1.208316e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 97427 members 
Entering Unmasked Estep 
Score: -12083196.000000 Penalty: 5704.964844
	Iteration 20F: 3 clusters Score -1.20832e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 97485 members 
Entering Unmasked Estep 
Score: -12083244.000000 Penalty: 5704.964844
	Iteration 21Q: 3 clusters Score -1.208324e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 97538 members 
Entering Unmasked Estep 
Score: -12083295.000000 Penalty: 5704.964844
	Iteration 22Q: 3 clusters Score -1.20833e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 97575 members 
Entering Unmasked Estep 
Score: -12083305.000000 Penalty: 5704.964844
	Iteration 23Q: 3 clusters Score -1.20833e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 97588 members 
Entering Unmasked Estep 
Score: -12083322.000000 Penalty: 5704.964844
	Iteration 24Q: 3 clusters Score -1.208332e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 97594 members 
Entering Unmasked Estep 
Score: -12083333.000000 Penalty: 5704.964844
	Iteration 25Q: 3 clusters Score -1.208333e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 97610 members 
Entering Unmasked Estep 
Score: -12083340.000000 Penalty: 5704.964844
	Iteration 26Q: 3 clusters Score -1.208334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 97616 members 
Entering Unmasked Estep 
Score: -12083343.000000 Penalty: 5704.964844
	Iteration 27Q: 3 clusters Score -1.208334e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 97622 members 
Entering Unmasked Estep 
Score: -12083357.000000 Penalty: 5704.964844
	Iteration 28Q: 3 clusters Score -1.208336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 97629 members 
Entering Unmasked Estep 
Score: -12083358.000000 Penalty: 5704.964844
	Iteration 29Q: 3 clusters Score -1.208336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 97635 members 
Entering Unmasked Estep 
Score: -12083365.000000 Penalty: 5704.964844
	Iteration 30Q: 3 clusters Score -1.208336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 97630 members 
Entering Unmasked Estep 
Score: -12083385.000000 Penalty: 5704.964844
	Iteration 31Q: 3 clusters Score -1.208338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 97626 members 
Entering Unmasked Estep 
Score: -12083390.000000 Penalty: 5704.964844
	Iteration 32Q: 3 clusters Score -1.208339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 97626 members 
Entering Unmasked Estep 
Score: -12083386.000000 Penalty: 5704.964844
	Iteration 33Q: 3 clusters Score -1.208339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 97628 members 
Entering Unmasked Estep 
Score: -12083385.000000 Penalty: 5704.964844
	Iteration 34Q: 3 clusters Score -1.208338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 97629 members 
Entering Unmasked Estep 
Score: -12083393.000000 Penalty: 5704.964844
	Iteration 35Q: 3 clusters Score -1.208339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 97634 members 
Entering Unmasked Estep 
Score: -12083391.000000 Penalty: 5704.964844
	Iteration 36Q: 3 clusters Score -1.208339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 97635 members 
Entering Unmasked Estep 
Score: -12083391.000000 Penalty: 5704.964844
	Iteration 37Q: 3 clusters Score -1.208339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 97634 members 
Entering Unmasked Estep 
Score: -12083394.000000 Penalty: 5704.964844
	Iteration 38Q: 3 clusters Score -1.208339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 97635 members 
Entering Unmasked Estep 
Score: -12083386.000000 Penalty: 5704.964844
	Iteration 39Q: 3 clusters Score -1.208339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 97635 members 
Entering Unmasked Estep 
Score: -12083386.000000 Penalty: 5704.964844
	Iteration 40F: 3 clusters Score -1.208339e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (126854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126854 members 
Entering Unmasked Estep 
Score: -15508971.000000 Penalty: 2914.196533
	Iteration 0F: 2 clusters Score -1.550897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63530 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -15424166.000000 Penalty: 5828.393066
	Iteration 0F: 3 clusters Score -1.542417e+07 nChanged 60547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66155 members 
Mstep: Class 2 contains 60699 members 
Entering Unmasked Estep 
Score: -15459821.000000 Penalty: 5828.393066
	Iteration 1F: 3 clusters Score -1.545982e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68298 members 
Mstep: Class 2 contains 58556 members 
Entering Unmasked Estep 
Score: -15461927.000000 Penalty: 5828.393066
	Iteration 2Q: 3 clusters Score -1.546193e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71648 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -15465312.000000 Penalty: 5828.393066
	Iteration 3F: 3 clusters Score -1.546531e+07 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76109 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -15469726.000000 Penalty: 5828.393066
	Iteration 4F: 3 clusters Score -1.546973e+07 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81328 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -15474660.000000 Penalty: 5828.393066
	Iteration 5F: 3 clusters Score -1.547466e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86952 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -15479213.000000 Penalty: 5828.393066
	Iteration 6F: 3 clusters Score -1.547921e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92653 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -15483122.000000 Penalty: 5828.393066
	Iteration 7F: 3 clusters Score -1.548312e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98364 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -15486732.000000 Penalty: 5828.393066
	Iteration 8F: 3 clusters Score -1.548673e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104094 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -15490211.000000 Penalty: 5828.393066
	Iteration 9Q: 3 clusters Score -1.549021e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109688 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -15493934.000000 Penalty: 5828.393066
	Iteration 10Q: 3 clusters Score -1.549393e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114898 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -15497800.000000 Penalty: 5828.393066
	Iteration 11Q: 3 clusters Score -1.54978e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119168 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -15501088.000000 Penalty: 5828.393066
	Iteration 12Q: 3 clusters Score -1.550109e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122193 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -15503377.000000 Penalty: 5828.393066
	Iteration 13Q: 3 clusters Score -1.550338e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124096 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -15504670.000000 Penalty: 5828.393066
	Iteration 14Q: 3 clusters Score -1.550467e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125131 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -15505508.000000 Penalty: 5828.393066
	Iteration 15Q: 3 clusters Score -1.550551e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125645 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -15505896.000000 Penalty: 5828.393066
	Iteration 16Q: 3 clusters Score -1.55059e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125894 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -15506123.000000 Penalty: 5828.393066
	Iteration 17Q: 3 clusters Score -1.550612e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126030 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -15506255.000000 Penalty: 5828.393066
	Iteration 18Q: 3 clusters Score -1.550626e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126093 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -15506329.000000 Penalty: 5828.393066
	Iteration 19Q: 3 clusters Score -1.550633e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126139 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -15506393.000000 Penalty: 5828.393066
	Iteration 20F: 3 clusters Score -1.550639e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126167 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -15506437.000000 Penalty: 5828.393066
	Iteration 21Q: 3 clusters Score -1.550644e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126185 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -15506465.000000 Penalty: 5828.393066
	Iteration 22Q: 3 clusters Score -1.550646e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126200 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -15506483.000000 Penalty: 5828.393066
	Iteration 23Q: 3 clusters Score -1.550648e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126212 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -15506516.000000 Penalty: 5828.393066
	Iteration 24Q: 3 clusters Score -1.550652e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126226 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -15506542.000000 Penalty: 5828.393066
	Iteration 25Q: 3 clusters Score -1.550654e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126233 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -15506572.000000 Penalty: 5828.393066
	Iteration 26Q: 3 clusters Score -1.550657e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126234 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -15506581.000000 Penalty: 5828.393066
	Iteration 27Q: 3 clusters Score -1.550658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126234 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -15506588.000000 Penalty: 5828.393066
	Iteration 28Q: 3 clusters Score -1.550659e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126230 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -15506600.000000 Penalty: 5828.393066
	Iteration 29Q: 3 clusters Score -1.55066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126230 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -15506607.000000 Penalty: 5828.393066
	Iteration 30Q: 3 clusters Score -1.550661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126232 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -15506620.000000 Penalty: 5828.393066
	Iteration 31Q: 3 clusters Score -1.550662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126242 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -15506626.000000 Penalty: 5828.393066
	Iteration 32Q: 3 clusters Score -1.550663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126253 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -15506639.000000 Penalty: 5828.393066
	Iteration 33Q: 3 clusters Score -1.550664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126258 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -15506637.000000 Penalty: 5828.393066
	Iteration 34Q: 3 clusters Score -1.550664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126257 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -15506638.000000 Penalty: 5828.393066
	Iteration 35Q: 3 clusters Score -1.550664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126258 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -15506654.000000 Penalty: 5828.393066
	Iteration 36Q: 3 clusters Score -1.550665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126260 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -15506654.000000 Penalty: 5828.393066
	Iteration 37Q: 3 clusters Score -1.550665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126264 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -15506661.000000 Penalty: 5828.393066
	Iteration 38Q: 3 clusters Score -1.550666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126264 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -15506662.000000 Penalty: 5828.393066
	Iteration 39Q: 3 clusters Score -1.550666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126270 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -15506654.000000 Penalty: 5828.393066
	Iteration 40F: 3 clusters Score -1.550665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126272 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -15506678.000000 Penalty: 5828.393066
	Iteration 41Q: 3 clusters Score -1.550668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126269 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -15506680.000000 Penalty: 5828.393066
	Iteration 42Q: 3 clusters Score -1.550668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126268 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -15506684.000000 Penalty: 5828.393066
	Iteration 43Q: 3 clusters Score -1.550668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126265 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -15506696.000000 Penalty: 5828.393066
	Iteration 44Q: 3 clusters Score -1.55067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126258 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -15506688.000000 Penalty: 5828.393066
	Iteration 45Q: 3 clusters Score -1.550669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126256 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -15506690.000000 Penalty: 5828.393066
	Iteration 46Q: 3 clusters Score -1.550669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126255 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -15506696.000000 Penalty: 5828.393066
	Iteration 47Q: 3 clusters Score -1.55067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126255 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -15506689.000000 Penalty: 5828.393066
	Iteration 48Q: 3 clusters Score -1.550669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126255 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -15506698.000000 Penalty: 5828.393066
	Iteration 49Q: 3 clusters Score -1.55067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126256 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -15506694.000000 Penalty: 5828.393066
	Iteration 50Q: 3 clusters Score -1.550669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126256 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -15506694.000000 Penalty: 5828.393066
	Iteration 51F: 3 clusters Score -1.550669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -778965.937500 Penalty: 2183.547119
	Iteration 0F: 2 clusters Score -778965.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -773400.375000 Penalty: 4367.094238
	Iteration 0F: 3 clusters Score -773400.4 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -774909.562500 Penalty: 4367.094238
	Iteration 1F: 3 clusters Score -774909.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -775195.500000 Penalty: 4367.094238
	Iteration 2F: 3 clusters Score -775195.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -775383.000000 Penalty: 4367.094238
	Iteration 3Q: 3 clusters Score -775383 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -775568.687500 Penalty: 4367.094238
	Iteration 4Q: 3 clusters Score -775568.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -775764.187500 Penalty: 4367.094238
	Iteration 5Q: 3 clusters Score -775764.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -775978.750000 Penalty: 4367.094238
	Iteration 6Q: 3 clusters Score -775978.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -776156.562500 Penalty: 4367.094238
	Iteration 7Q: 3 clusters Score -776156.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -776318.812500 Penalty: 4367.094238
	Iteration 8Q: 3 clusters Score -776318.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -776473.625000 Penalty: 4367.094238
	Iteration 9Q: 3 clusters Score -776473.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -776639.000000 Penalty: 4367.094238
	Iteration 10Q: 3 clusters Score -776639 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -776800.062500 Penalty: 4367.094238
	Iteration 11Q: 3 clusters Score -776800.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -776931.562500 Penalty: 4367.094238
	Iteration 12Q: 3 clusters Score -776931.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -777057.937500 Penalty: 4367.094238
	Iteration 13Q: 3 clusters Score -777057.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -777160.500000 Penalty: 4367.094238
	Iteration 14Q: 3 clusters Score -777160.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -777248.125000 Penalty: 4367.094238
	Iteration 15Q: 3 clusters Score -777248.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -777309.125000 Penalty: 4367.094238
	Iteration 16Q: 3 clusters Score -777309.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -777364.062500 Penalty: 4367.094238
	Iteration 17Q: 3 clusters Score -777364.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -777402.562500 Penalty: 4367.094238
	Iteration 18Q: 3 clusters Score -777402.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -777440.187500 Penalty: 4367.094238
	Iteration 19Q: 3 clusters Score -777440.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -777478.187500 Penalty: 4367.094238
	Iteration 20F: 3 clusters Score -777478.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -777512.937500 Penalty: 4367.094238
	Iteration 21Q: 3 clusters Score -777512.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -777542.125000 Penalty: 4367.094238
	Iteration 22Q: 3 clusters Score -777542.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -777564.187500 Penalty: 4367.094238
	Iteration 23Q: 3 clusters Score -777564.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -777586.687500 Penalty: 4367.094238
	Iteration 24Q: 3 clusters Score -777586.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -777600.500000 Penalty: 4367.094238
	Iteration 25Q: 3 clusters Score -777600.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -777616.562500 Penalty: 4367.094238
	Iteration 26Q: 3 clusters Score -777616.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -777635.187500 Penalty: 4367.094238
	Iteration 27Q: 3 clusters Score -777635.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -777651.500000 Penalty: 4367.094238
	Iteration 28Q: 3 clusters Score -777651.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -777660.375000 Penalty: 4367.094238
	Iteration 29Q: 3 clusters Score -777660.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -777670.062500 Penalty: 4367.094238
	Iteration 30Q: 3 clusters Score -777670.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -777676.937500 Penalty: 4367.094238
	Iteration 31Q: 3 clusters Score -777676.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -777683.750000 Penalty: 4367.094238
	Iteration 32Q: 3 clusters Score -777683.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -777689.750000 Penalty: 4367.094238
	Iteration 33Q: 3 clusters Score -777689.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -777694.937500 Penalty: 4367.094238
	Iteration 34Q: 3 clusters Score -777694.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -777699.562500 Penalty: 4367.094238
	Iteration 35Q: 3 clusters Score -777699.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -777705.187500 Penalty: 4367.094238
	Iteration 36Q: 3 clusters Score -777705.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -777711.812500 Penalty: 4367.094238
	Iteration 37Q: 3 clusters Score -777711.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -777713.312500 Penalty: 4367.094238
	Iteration 38Q: 3 clusters Score -777713.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -777718.687500 Penalty: 4367.094238
	Iteration 39Q: 3 clusters Score -777718.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -777723.375000 Penalty: 4367.094238
	Iteration 40F: 3 clusters Score -777723.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -777724.937500 Penalty: 4367.094238
	Iteration 41Q: 3 clusters Score -777724.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -777724.687500 Penalty: 4367.094238
	Iteration 42Q: 3 clusters Score -777724.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -777727.562500 Penalty: 4367.094238
	Iteration 43Q: 3 clusters Score -777727.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -777728.062500 Penalty: 4367.094238
	Iteration 44Q: 3 clusters Score -777728.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -777729.125000 Penalty: 4367.094238
	Iteration 45Q: 3 clusters Score -777729.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -777729.125000 Penalty: 4367.094238
	Iteration 46F: 3 clusters Score -777729.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (230723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230723 members 
Entering Unmasked Estep 
Score: -28304984.000000 Penalty: 3062.545410
	Iteration 0F: 2 clusters Score -2.830498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115343 members 
Mstep: Class 2 contains 115380 members 
Entering Unmasked Estep 
Score: -28164610.000000 Penalty: 6125.090820
	Iteration 0F: 3 clusters Score -2.816461e+07 nChanged 111499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113662 members 
Mstep: Class 2 contains 117061 members 
Entering Unmasked Estep 
Score: -28230240.000000 Penalty: 6125.090820
	Iteration 1F: 3 clusters Score -2.823024e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112900 members 
Mstep: Class 2 contains 117823 members 
Entering Unmasked Estep 
Score: -28231672.000000 Penalty: 6125.090820
	Iteration 2Q: 3 clusters Score -2.823167e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111788 members 
Mstep: Class 2 contains 118935 members 
Entering Unmasked Estep 
Score: -28233416.000000 Penalty: 6125.090820
	Iteration 3Q: 3 clusters Score -2.823342e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110223 members 
Mstep: Class 2 contains 120500 members 
Entering Unmasked Estep 
Score: -28236048.000000 Penalty: 6125.090820
	Iteration 4Q: 3 clusters Score -2.823605e+07 nChanged 9452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107997 members 
Mstep: Class 2 contains 122726 members 
Entering Unmasked Estep 
Score: -28239372.000000 Penalty: 6125.090820
	Iteration 5Q: 3 clusters Score -2.823937e+07 nChanged 11138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104935 members 
Mstep: Class 2 contains 125788 members 
Entering Unmasked Estep 
Score: -28244748.000000 Penalty: 6125.090820
	Iteration 6Q: 3 clusters Score -2.824475e+07 nChanged 12675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101376 members 
Mstep: Class 2 contains 129347 members 
Entering Unmasked Estep 
Score: -28252306.000000 Penalty: 6125.090820
	Iteration 7F: 3 clusters Score -2.825231e+07 nChanged 13545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97615 members 
Mstep: Class 2 contains 133108 members 
Entering Unmasked Estep 
Score: -28260888.000000 Penalty: 6125.090820
	Iteration 8F: 3 clusters Score -2.826089e+07 nChanged 13525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94552 members 
Mstep: Class 2 contains 136171 members 
Entering Unmasked Estep 
Score: -28269940.000000 Penalty: 6125.090820
	Iteration 9F: 3 clusters Score -2.826994e+07 nChanged 12225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92477 members 
Mstep: Class 2 contains 138246 members 
Entering Unmasked Estep 
Score: -28276842.000000 Penalty: 6125.090820
	Iteration 10F: 3 clusters Score -2.827684e+07 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90955 members 
Mstep: Class 2 contains 139768 members 
Entering Unmasked Estep 
Score: -28280940.000000 Penalty: 6125.090820
	Iteration 11Q: 3 clusters Score -2.828094e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89518 members 
Mstep: Class 2 contains 141205 members 
Entering Unmasked Estep 
Score: -28282648.000000 Penalty: 6125.090820
	Iteration 12Q: 3 clusters Score -2.828265e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87924 members 
Mstep: Class 2 contains 142799 members 
Entering Unmasked Estep 
Score: -28283772.000000 Penalty: 6125.090820
	Iteration 13Q: 3 clusters Score -2.828377e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86325 members 
Mstep: Class 2 contains 144398 members 
Entering Unmasked Estep 
Score: -28284568.000000 Penalty: 6125.090820
	Iteration 14Q: 3 clusters Score -2.828457e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84620 members 
Mstep: Class 2 contains 146103 members 
Entering Unmasked Estep 
Score: -28285374.000000 Penalty: 6125.090820
	Iteration 15Q: 3 clusters Score -2.828537e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82886 members 
Mstep: Class 2 contains 147837 members 
Entering Unmasked Estep 
Score: -28286392.000000 Penalty: 6125.090820
	Iteration 16Q: 3 clusters Score -2.828639e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81136 members 
Mstep: Class 2 contains 149587 members 
Entering Unmasked Estep 
Score: -28287308.000000 Penalty: 6125.090820
	Iteration 17Q: 3 clusters Score -2.828731e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79337 members 
Mstep: Class 2 contains 151386 members 
Entering Unmasked Estep 
Score: -28288176.000000 Penalty: 6125.090820
	Iteration 18Q: 3 clusters Score -2.828818e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77566 members 
Mstep: Class 2 contains 153157 members 
Entering Unmasked Estep 
Score: -28288958.000000 Penalty: 6125.090820
	Iteration 19Q: 3 clusters Score -2.828896e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75839 members 
Mstep: Class 2 contains 154884 members 
Entering Unmasked Estep 
Score: -28289500.000000 Penalty: 6125.090820
	Iteration 20F: 3 clusters Score -2.82895e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74119 members 
Mstep: Class 2 contains 156604 members 
Entering Unmasked Estep 
Score: -28290158.000000 Penalty: 6125.090820
	Iteration 21Q: 3 clusters Score -2.829016e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72341 members 
Mstep: Class 2 contains 158382 members 
Entering Unmasked Estep 
Score: -28291002.000000 Penalty: 6125.090820
	Iteration 22Q: 3 clusters Score -2.8291e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70503 members 
Mstep: Class 2 contains 160220 members 
Entering Unmasked Estep 
Score: -28291584.000000 Penalty: 6125.090820
	Iteration 23Q: 3 clusters Score -2.829158e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68676 members 
Mstep: Class 2 contains 162047 members 
Entering Unmasked Estep 
Score: -28292016.000000 Penalty: 6125.090820
	Iteration 24Q: 3 clusters Score -2.829202e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66767 members 
Mstep: Class 2 contains 163956 members 
Entering Unmasked Estep 
Score: -28292498.000000 Penalty: 6125.090820
	Iteration 25Q: 3 clusters Score -2.82925e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64845 members 
Mstep: Class 2 contains 165878 members 
Entering Unmasked Estep 
Score: -28292944.000000 Penalty: 6125.090820
	Iteration 26Q: 3 clusters Score -2.829294e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 167886 members 
Entering Unmasked Estep 
Score: -28293506.000000 Penalty: 6125.090820
	Iteration 27Q: 3 clusters Score -2.829351e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60875 members 
Mstep: Class 2 contains 169848 members 
Entering Unmasked Estep 
Score: -28293932.000000 Penalty: 6125.090820
	Iteration 28Q: 3 clusters Score -2.829393e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 171776 members 
Entering Unmasked Estep 
Score: -28294252.000000 Penalty: 6125.090820
	Iteration 29Q: 3 clusters Score -2.829425e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57021 members 
Mstep: Class 2 contains 173702 members 
Entering Unmasked Estep 
Score: -28294550.000000 Penalty: 6125.090820
	Iteration 30Q: 3 clusters Score -2.829455e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 175674 members 
Entering Unmasked Estep 
Score: -28294780.000000 Penalty: 6125.090820
	Iteration 31Q: 3 clusters Score -2.829478e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 177641 members 
Entering Unmasked Estep 
Score: -28295118.000000 Penalty: 6125.090820
	Iteration 32Q: 3 clusters Score -2.829512e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 179668 members 
Entering Unmasked Estep 
Score: -28295254.000000 Penalty: 6125.090820
	Iteration 33Q: 3 clusters Score -2.829525e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 181670 members 
Entering Unmasked Estep 
Score: -28295660.000000 Penalty: 6125.090820
	Iteration 34Q: 3 clusters Score -2.829566e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 183610 members 
Entering Unmasked Estep 
Score: -28295662.000000 Penalty: 6125.090820
	Iteration 35Q: 3 clusters Score -2.829566e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 185492 members 
Entering Unmasked Estep 
Score: -28295702.000000 Penalty: 6125.090820
	Iteration 36Q: 3 clusters Score -2.82957e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 187312 members 
Entering Unmasked Estep 
Score: -28295902.000000 Penalty: 6125.090820
	Iteration 37Q: 3 clusters Score -2.82959e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 189229 members 
Entering Unmasked Estep 
Score: -28296032.000000 Penalty: 6125.090820
	Iteration 38Q: 3 clusters Score -2.829603e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 191128 members 
Entering Unmasked Estep 
Score: -28296120.000000 Penalty: 6125.090820
	Iteration 39Q: 3 clusters Score -2.829612e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 192984 members 
Entering Unmasked Estep 
Score: -28296386.000000 Penalty: 6125.090820
	Iteration 40F: 3 clusters Score -2.829639e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 194897 members 
Entering Unmasked Estep 
Score: -28296450.000000 Penalty: 6125.090820
	Iteration 41Q: 3 clusters Score -2.829645e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 196824 members 
Entering Unmasked Estep 
Score: -28296808.000000 Penalty: 6125.090820
	Iteration 42Q: 3 clusters Score -2.829681e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 198786 members 
Entering Unmasked Estep 
Score: -28297266.000000 Penalty: 6125.090820
	Iteration 43Q: 3 clusters Score -2.829727e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 200805 members 
Entering Unmasked Estep 
Score: -28297736.000000 Penalty: 6125.090820
	Iteration 44Q: 3 clusters Score -2.829774e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 202852 members 
Entering Unmasked Estep 
Score: -28298266.000000 Penalty: 6125.090820
	Iteration 45Q: 3 clusters Score -2.829827e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 204940 members 
Entering Unmasked Estep 
Score: -28298928.000000 Penalty: 6125.090820
	Iteration 46Q: 3 clusters Score -2.829893e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 206982 members 
Entering Unmasked Estep 
Score: -28299612.000000 Penalty: 6125.090820
	Iteration 47Q: 3 clusters Score -2.829961e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 208963 members 
Entering Unmasked Estep 
Score: -28300166.000000 Penalty: 6125.090820
	Iteration 48Q: 3 clusters Score -2.830017e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 210791 members 
Entering Unmasked Estep 
Score: -28300686.000000 Penalty: 6125.090820
	Iteration 49Q: 3 clusters Score -2.830069e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 212485 members 
Entering Unmasked Estep 
Score: -28301398.000000 Penalty: 6125.090820
	Iteration 50Q: 3 clusters Score -2.83014e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 213996 members 
Entering Unmasked Estep 
Score: -28301942.000000 Penalty: 6125.090820
	Iteration 51Q: 3 clusters Score -2.830194e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 215373 members 
Entering Unmasked Estep 
Score: -28302628.000000 Penalty: 6125.090820
	Iteration 52Q: 3 clusters Score -2.830263e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 216604 members 
Entering Unmasked Estep 
Score: -28303312.000000 Penalty: 6125.090820
	Iteration 53Q: 3 clusters Score -2.830331e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 217708 members 
Entering Unmasked Estep 
Score: -28303894.000000 Penalty: 6125.090820
	Iteration 54Q: 3 clusters Score -2.830389e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 218695 members 
Entering Unmasked Estep 
Score: -28304274.000000 Penalty: 6125.090820
	Iteration 55Q: 3 clusters Score -2.830427e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 219512 members 
Entering Unmasked Estep 
Score: -28304702.000000 Penalty: 6125.090820
	Iteration 56Q: 3 clusters Score -2.83047e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 220218 members 
Entering Unmasked Estep 
Score: -28305006.000000 Penalty: 6125.090820
	Iteration 57Q: 3 clusters Score -2.830501e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 220819 members 
Entering Unmasked Estep 
Score: -28305276.000000 Penalty: 6125.090820
	Iteration 58Q: 3 clusters Score -2.830528e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 221289 members 
Entering Unmasked Estep 
Score: -28305552.000000 Penalty: 6125.090820
	Iteration 59Q: 3 clusters Score -2.830555e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 221627 members 
Entering Unmasked Estep 
Score: -28305684.000000 Penalty: 6125.090820
	Iteration 60F: 3 clusters Score -2.830568e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 221877 members 
Entering Unmasked Estep 
Score: -28305776.000000 Penalty: 6125.090820
	Iteration 61Q: 3 clusters Score -2.830578e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 222058 members 
Entering Unmasked Estep 
Score: -28305818.000000 Penalty: 6125.090820
	Iteration 62Q: 3 clusters Score -2.830582e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 222206 members 
Entering Unmasked Estep 
Score: -28305856.000000 Penalty: 6125.090820
	Iteration 63Q: 3 clusters Score -2.830586e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 222323 members 
Entering Unmasked Estep 
Score: -28305886.000000 Penalty: 6125.090820
	Iteration 64Q: 3 clusters Score -2.830589e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 222421 members 
Entering Unmasked Estep 
Score: -28305876.000000 Penalty: 6125.090820
	Iteration 65Q: 3 clusters Score -2.830588e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 222508 members 
Entering Unmasked Estep 
Score: -28305930.000000 Penalty: 6125.090820
	Iteration 66Q: 3 clusters Score -2.830593e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 222580 members 
Entering Unmasked Estep 
Score: -28305936.000000 Penalty: 6125.090820
	Iteration 67Q: 3 clusters Score -2.830594e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 222633 members 
Entering Unmasked Estep 
Score: -28305936.000000 Penalty: 6125.090820
	Iteration 68Q: 3 clusters Score -2.830594e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 222673 members 
Entering Unmasked Estep 
Score: -28305942.000000 Penalty: 6125.090820
	Iteration 69Q: 3 clusters Score -2.830594e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 222714 members 
Entering Unmasked Estep 
Score: -28305938.000000 Penalty: 6125.090820
	Iteration 70Q: 3 clusters Score -2.830594e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 222738 members 
Entering Unmasked Estep 
Score: -28305920.000000 Penalty: 6125.090820
	Iteration 71Q: 3 clusters Score -2.830592e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 222757 members 
Entering Unmasked Estep 
Score: -28305964.000000 Penalty: 6125.090820
	Iteration 72Q: 3 clusters Score -2.830596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 222772 members 
Entering Unmasked Estep 
Score: -28305964.000000 Penalty: 6125.090820
	Iteration 73Q: 3 clusters Score -2.830596e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 222787 members 
Entering Unmasked Estep 
Score: -28305976.000000 Penalty: 6125.090820
	Iteration 74Q: 3 clusters Score -2.830598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 222796 members 
Entering Unmasked Estep 
Score: -28305990.000000 Penalty: 6125.090820
	Iteration 75Q: 3 clusters Score -2.830599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 222804 members 
Entering Unmasked Estep 
Score: -28306006.000000 Penalty: 6125.090820
	Iteration 76Q: 3 clusters Score -2.830601e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 222812 members 
Entering Unmasked Estep 
Score: -28305996.000000 Penalty: 6125.090820
	Iteration 77Q: 3 clusters Score -2.8306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 222816 members 
Entering Unmasked Estep 
Score: -28305996.000000 Penalty: 6125.090820
	Iteration 78Q: 3 clusters Score -2.8306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 222819 members 
Entering Unmasked Estep 
Score: -28306002.000000 Penalty: 6125.090820
	Iteration 79Q: 3 clusters Score -2.8306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 222820 members 
Entering Unmasked Estep 
Score: -28305998.000000 Penalty: 6125.090820
	Iteration 80F: 3 clusters Score -2.8306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 222824 members 
Entering Unmasked Estep 
Score: -28306000.000000 Penalty: 6125.090820
	Iteration 81Q: 3 clusters Score -2.8306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 222824 members 
Entering Unmasked Estep 
Score: -28305998.000000 Penalty: 6125.090820
	Iteration 82Q: 3 clusters Score -2.8306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 222825 members 
Entering Unmasked Estep 
Score: -28306002.000000 Penalty: 6125.090820
	Iteration 83Q: 3 clusters Score -2.8306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 222825 members 
Entering Unmasked Estep 
Score: -28306002.000000 Penalty: 6125.090820
	Iteration 84F: 3 clusters Score -2.8306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 22294 members 
Mstep: Class 3 contains 17537 members 
Mstep: Class 4 contains 30491 members 
Mstep: Class 5 contains 98908 members 
Mstep: Class 6 contains 126854 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 7898 members 
Mstep: Class 9 contains 41968 members 
Mstep: Class 10 contains 11996 members 
Mstep: Class 11 contains 10003 members 
Mstep: Class 12 contains 59421 members 
Mstep: Class 13 contains 231045 members 
Mstep: Class 14 contains 35108 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154620 members 
Mstep: Class 17 contains 30001 members 
Mstep: Class 18 contains 9000 members 
Mstep: Class 19 contains 68038 members 
Mstep: Class 20 contains 9750 members 
Mstep: Class 21 contains 38442 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27509 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13416 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 222825 members 
Entering Unmasked Estep 
Score: -158471168.000000 Penalty: 97929.023438
Splitting cluster 8 changes total score from -158469536.000000 to -158471168.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 9 (41968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Entering Unmasked Estep 
Score: -4785816.500000 Penalty: 2639.876465
	Iteration 0F: 2 clusters Score -4785816 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 20889 members 
Entering Unmasked Estep 
Score: -4757298.500000 Penalty: 5279.752930
	Iteration 0F: 3 clusters Score -4757298 nChanged 19252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -4768282.500000 Penalty: 5279.752930
	Iteration 1F: 3 clusters Score -4768282 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -4769308.500000 Penalty: 5279.752930
	Iteration 2F: 3 clusters Score -4769308 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -4770683.500000 Penalty: 5279.752930
	Iteration 3F: 3 clusters Score -4770684 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -4772373.500000 Penalty: 5279.752930
	Iteration 4F: 3 clusters Score -4772374 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -4773878.500000 Penalty: 5279.752930
	Iteration 5F: 3 clusters Score -4773878 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -4775203.000000 Penalty: 5279.752930
	Iteration 6F: 3 clusters Score -4775203 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -4776216.000000 Penalty: 5279.752930
	Iteration 7F: 3 clusters Score -4776216 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -4776922.000000 Penalty: 5279.752930
	Iteration 8Q: 3 clusters Score -4776922 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -4777422.000000 Penalty: 5279.752930
	Iteration 9Q: 3 clusters Score -4777422 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -4777797.000000 Penalty: 5279.752930
	Iteration 10Q: 3 clusters Score -4777797 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -4778048.000000 Penalty: 5279.752930
	Iteration 11Q: 3 clusters Score -4778048 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -4778236.000000 Penalty: 5279.752930
	Iteration 12Q: 3 clusters Score -4778236 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -4778405.500000 Penalty: 5279.752930
	Iteration 13Q: 3 clusters Score -4778406 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -4778556.000000 Penalty: 5279.752930
	Iteration 14Q: 3 clusters Score -4778556 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -4778710.500000 Penalty: 5279.752930
	Iteration 15Q: 3 clusters Score -4778710 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -4778882.500000 Penalty: 5279.752930
	Iteration 16Q: 3 clusters Score -4778882 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -4779080.000000 Penalty: 5279.752930
	Iteration 17Q: 3 clusters Score -4779080 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -4779251.500000 Penalty: 5279.752930
	Iteration 18Q: 3 clusters Score -4779252 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -4779413.500000 Penalty: 5279.752930
	Iteration 19Q: 3 clusters Score -4779414 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -4779656.500000 Penalty: 5279.752930
	Iteration 20F: 3 clusters Score -4779656 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -4779850.500000 Penalty: 5279.752930
	Iteration 21Q: 3 clusters Score -4779850 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -4780035.000000 Penalty: 5279.752930
	Iteration 22Q: 3 clusters Score -4780035 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -4780257.500000 Penalty: 5279.752930
	Iteration 23Q: 3 clusters Score -4780258 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -4780478.000000 Penalty: 5279.752930
	Iteration 24Q: 3 clusters Score -4780478 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -4780734.500000 Penalty: 5279.752930
	Iteration 25Q: 3 clusters Score -4780734 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -4780996.500000 Penalty: 5279.752930
	Iteration 26Q: 3 clusters Score -4780996 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -4781286.500000 Penalty: 5279.752930
	Iteration 27Q: 3 clusters Score -4781286 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -4781577.000000 Penalty: 5279.752930
	Iteration 28Q: 3 clusters Score -4781577 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -4781925.000000 Penalty: 5279.752930
	Iteration 29Q: 3 clusters Score -4781925 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -4782254.500000 Penalty: 5279.752930
	Iteration 30Q: 3 clusters Score -4782254 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -4782561.500000 Penalty: 5279.752930
	Iteration 31Q: 3 clusters Score -4782562 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -4782854.000000 Penalty: 5279.752930
	Iteration 32Q: 3 clusters Score -4782854 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -4783153.500000 Penalty: 5279.752930
	Iteration 33Q: 3 clusters Score -4783154 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -4783378.000000 Penalty: 5279.752930
	Iteration 34Q: 3 clusters Score -4783378 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -4783595.000000 Penalty: 5279.752930
	Iteration 35Q: 3 clusters Score -4783595 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -4783798.500000 Penalty: 5279.752930
	Iteration 36Q: 3 clusters Score -4783798 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -4783998.500000 Penalty: 5279.752930
	Iteration 37Q: 3 clusters Score -4783998 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -4784151.500000 Penalty: 5279.752930
	Iteration 38Q: 3 clusters Score -4784152 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4784285.500000 Penalty: 5279.752930
	Iteration 39Q: 3 clusters Score -4784286 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4784389.000000 Penalty: 5279.752930
	Iteration 40F: 3 clusters Score -4784389 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -4784469.500000 Penalty: 5279.752930
	Iteration 41Q: 3 clusters Score -4784470 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4784517.500000 Penalty: 5279.752930
	Iteration 42Q: 3 clusters Score -4784518 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -4784548.500000 Penalty: 5279.752930
	Iteration 43Q: 3 clusters Score -4784548 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4784592.000000 Penalty: 5279.752930
	Iteration 44Q: 3 clusters Score -4784592 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4784617.000000 Penalty: 5279.752930
	Iteration 45Q: 3 clusters Score -4784617 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4784623.000000 Penalty: 5279.752930
	Iteration 46Q: 3 clusters Score -4784623 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4784636.000000 Penalty: 5279.752930
	Iteration 47Q: 3 clusters Score -4784636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4784654.500000 Penalty: 5279.752930
	Iteration 48Q: 3 clusters Score -4784654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4784668.000000 Penalty: 5279.752930
	Iteration 49Q: 3 clusters Score -4784668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4784670.500000 Penalty: 5279.752930
	Iteration 50Q: 3 clusters Score -4784670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4784680.000000 Penalty: 5279.752930
	Iteration 51Q: 3 clusters Score -4784680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4784697.000000 Penalty: 5279.752930
	Iteration 52Q: 3 clusters Score -4784697 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4784722.500000 Penalty: 5279.752930
	Iteration 53Q: 3 clusters Score -4784722 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4784748.500000 Penalty: 5279.752930
	Iteration 54Q: 3 clusters Score -4784748 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4784756.000000 Penalty: 5279.752930
	Iteration 55Q: 3 clusters Score -4784756 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4784777.500000 Penalty: 5279.752930
	Iteration 56Q: 3 clusters Score -4784778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4784783.500000 Penalty: 5279.752930
	Iteration 57Q: 3 clusters Score -4784784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4784791.000000 Penalty: 5279.752930
	Iteration 58Q: 3 clusters Score -4784791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4784792.500000 Penalty: 5279.752930
	Iteration 59Q: 3 clusters Score -4784792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4784797.500000 Penalty: 5279.752930
	Iteration 60F: 3 clusters Score -4784798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4784797.000000 Penalty: 5279.752930
	Iteration 61Q: 3 clusters Score -4784797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4784799.000000 Penalty: 5279.752930
	Iteration 62Q: 3 clusters Score -4784799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4784805.000000 Penalty: 5279.752930
	Iteration 63Q: 3 clusters Score -4784805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4784802.500000 Penalty: 5279.752930
	Iteration 64Q: 3 clusters Score -4784802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4784798.000000 Penalty: 5279.752930
	Iteration 65Q: 3 clusters Score -4784798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4784799.500000 Penalty: 5279.752930
	Iteration 66Q: 3 clusters Score -4784800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4784800.000000 Penalty: 5279.752930
	Iteration 67Q: 3 clusters Score -4784800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4784798.500000 Penalty: 5279.752930
	Iteration 68Q: 3 clusters Score -4784798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4784798.500000 Penalty: 5279.752930
	Iteration 69F: 3 clusters Score -4784798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Entering Unmasked Estep 
Score: -1481037.500000 Penalty: 2329.297363
	Iteration 0F: 2 clusters Score -1481038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1472040.500000 Penalty: 4658.594727
	Iteration 0F: 3 clusters Score -1472040 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1474865.625000 Penalty: 4658.594727
	Iteration 1F: 3 clusters Score -1474866 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1475221.000000 Penalty: 4658.594727
	Iteration 2F: 3 clusters Score -1475221 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1475505.000000 Penalty: 4658.594727
	Iteration 3F: 3 clusters Score -1475505 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1475750.125000 Penalty: 4658.594727
	Iteration 4Q: 3 clusters Score -1475750 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1476041.750000 Penalty: 4658.594727
	Iteration 5Q: 3 clusters Score -1476042 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1476374.125000 Penalty: 4658.594727
	Iteration 6Q: 3 clusters Score -1476374 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1476688.375000 Penalty: 4658.594727
	Iteration 7Q: 3 clusters Score -1476688 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1476998.000000 Penalty: 4658.594727
	Iteration 8Q: 3 clusters Score -1476998 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1477294.875000 Penalty: 4658.594727
	Iteration 9Q: 3 clusters Score -1477295 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1477586.625000 Penalty: 4658.594727
	Iteration 10Q: 3 clusters Score -1477587 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1477851.125000 Penalty: 4658.594727
	Iteration 11Q: 3 clusters Score -1477851 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1478080.000000 Penalty: 4658.594727
	Iteration 12Q: 3 clusters Score -1478080 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1478292.250000 Penalty: 4658.594727
	Iteration 13Q: 3 clusters Score -1478292 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1478459.625000 Penalty: 4658.594727
	Iteration 14Q: 3 clusters Score -1478460 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1478562.875000 Penalty: 4658.594727
	Iteration 15Q: 3 clusters Score -1478563 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1478652.375000 Penalty: 4658.594727
	Iteration 16Q: 3 clusters Score -1478652 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1478721.000000 Penalty: 4658.594727
	Iteration 17Q: 3 clusters Score -1478721 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1478775.875000 Penalty: 4658.594727
	Iteration 18Q: 3 clusters Score -1478776 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1478820.375000 Penalty: 4658.594727
	Iteration 19Q: 3 clusters Score -1478820 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1478848.250000 Penalty: 4658.594727
	Iteration 20F: 3 clusters Score -1478848 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1478872.500000 Penalty: 4658.594727
	Iteration 21Q: 3 clusters Score -1478872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1478903.125000 Penalty: 4658.594727
	Iteration 22Q: 3 clusters Score -1478903 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1478931.250000 Penalty: 4658.594727
	Iteration 23Q: 3 clusters Score -1478931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1478948.125000 Penalty: 4658.594727
	Iteration 24Q: 3 clusters Score -1478948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1478962.250000 Penalty: 4658.594727
	Iteration 25Q: 3 clusters Score -1478962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1478972.750000 Penalty: 4658.594727
	Iteration 26Q: 3 clusters Score -1478973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1478986.500000 Penalty: 4658.594727
	Iteration 27Q: 3 clusters Score -1478986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1478998.875000 Penalty: 4658.594727
	Iteration 28Q: 3 clusters Score -1478999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1479008.250000 Penalty: 4658.594727
	Iteration 29Q: 3 clusters Score -1479008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1479013.375000 Penalty: 4658.594727
	Iteration 30Q: 3 clusters Score -1479013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1479027.250000 Penalty: 4658.594727
	Iteration 31Q: 3 clusters Score -1479027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1479039.625000 Penalty: 4658.594727
	Iteration 32Q: 3 clusters Score -1479040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1479046.875000 Penalty: 4658.594727
	Iteration 33Q: 3 clusters Score -1479047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1479046.125000 Penalty: 4658.594727
	Iteration 34Q: 3 clusters Score -1479046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1479051.750000 Penalty: 4658.594727
	Iteration 35Q: 3 clusters Score -1479052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1479055.750000 Penalty: 4658.594727
	Iteration 36Q: 3 clusters Score -1479056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1479058.875000 Penalty: 4658.594727
	Iteration 37Q: 3 clusters Score -1479059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1479062.625000 Penalty: 4658.594727
	Iteration 38Q: 3 clusters Score -1479063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1479063.250000 Penalty: 4658.594727
	Iteration 39Q: 3 clusters Score -1479063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1479065.625000 Penalty: 4658.594727
	Iteration 40F: 3 clusters Score -1479066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1479066.125000 Penalty: 4658.594727
	Iteration 41Q: 3 clusters Score -1479066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1479067.500000 Penalty: 4658.594727
	Iteration 42Q: 3 clusters Score -1479068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1479067.500000 Penalty: 4658.594727
	Iteration 43F: 3 clusters Score -1479068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Entering Unmasked Estep 
Score: -1214203.125000 Penalty: 2284.238770
	Iteration 0F: 2 clusters Score -1214203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1206522.750000 Penalty: 4568.477539
	Iteration 0F: 3 clusters Score -1206523 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1208727.250000 Penalty: 4568.477539
	Iteration 1F: 3 clusters Score -1208727 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1209056.125000 Penalty: 4568.477539
	Iteration 2F: 3 clusters Score -1209056 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1209296.750000 Penalty: 4568.477539
	Iteration 3F: 3 clusters Score -1209297 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1209477.750000 Penalty: 4568.477539
	Iteration 4Q: 3 clusters Score -1209478 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1209614.625000 Penalty: 4568.477539
	Iteration 5Q: 3 clusters Score -1209615 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1209732.750000 Penalty: 4568.477539
	Iteration 6Q: 3 clusters Score -1209733 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1209849.000000 Penalty: 4568.477539
	Iteration 7Q: 3 clusters Score -1209849 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1209973.625000 Penalty: 4568.477539
	Iteration 8Q: 3 clusters Score -1209974 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1210110.250000 Penalty: 4568.477539
	Iteration 9Q: 3 clusters Score -1210110 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1210285.625000 Penalty: 4568.477539
	Iteration 10Q: 3 clusters Score -1210286 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1210490.500000 Penalty: 4568.477539
	Iteration 11Q: 3 clusters Score -1210490 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1210726.000000 Penalty: 4568.477539
	Iteration 12Q: 3 clusters Score -1210726 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1210978.625000 Penalty: 4568.477539
	Iteration 13Q: 3 clusters Score -1210979 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1211191.750000 Penalty: 4568.477539
	Iteration 14Q: 3 clusters Score -1211192 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1211367.250000 Penalty: 4568.477539
	Iteration 15Q: 3 clusters Score -1211367 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1211535.125000 Penalty: 4568.477539
	Iteration 16Q: 3 clusters Score -1211535 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1211679.375000 Penalty: 4568.477539
	Iteration 17Q: 3 clusters Score -1211679 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1211797.375000 Penalty: 4568.477539
	Iteration 18Q: 3 clusters Score -1211797 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1211896.750000 Penalty: 4568.477539
	Iteration 19Q: 3 clusters Score -1211897 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1211973.375000 Penalty: 4568.477539
	Iteration 20F: 3 clusters Score -1211973 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1212044.375000 Penalty: 4568.477539
	Iteration 21Q: 3 clusters Score -1212044 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1212105.000000 Penalty: 4568.477539
	Iteration 22Q: 3 clusters Score -1212105 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1212156.250000 Penalty: 4568.477539
	Iteration 23Q: 3 clusters Score -1212156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1212200.625000 Penalty: 4568.477539
	Iteration 24Q: 3 clusters Score -1212201 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1212228.750000 Penalty: 4568.477539
	Iteration 25Q: 3 clusters Score -1212229 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1212252.500000 Penalty: 4568.477539
	Iteration 26Q: 3 clusters Score -1212252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1212281.250000 Penalty: 4568.477539
	Iteration 27Q: 3 clusters Score -1212281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1212297.125000 Penalty: 4568.477539
	Iteration 28Q: 3 clusters Score -1212297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1212313.250000 Penalty: 4568.477539
	Iteration 29Q: 3 clusters Score -1212313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1212328.250000 Penalty: 4568.477539
	Iteration 30Q: 3 clusters Score -1212328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1212335.125000 Penalty: 4568.477539
	Iteration 31Q: 3 clusters Score -1212335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1212339.250000 Penalty: 4568.477539
	Iteration 32Q: 3 clusters Score -1212339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1212344.000000 Penalty: 4568.477539
	Iteration 33Q: 3 clusters Score -1212344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1212348.500000 Penalty: 4568.477539
	Iteration 34Q: 3 clusters Score -1212348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1212351.875000 Penalty: 4568.477539
	Iteration 35Q: 3 clusters Score -1212352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1212354.750000 Penalty: 4568.477539
	Iteration 36Q: 3 clusters Score -1212355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1212361.125000 Penalty: 4568.477539
	Iteration 37Q: 3 clusters Score -1212361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1212363.000000 Penalty: 4568.477539
	Iteration 38Q: 3 clusters Score -1212363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1212369.500000 Penalty: 4568.477539
	Iteration 39Q: 3 clusters Score -1212370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1212378.125000 Penalty: 4568.477539
	Iteration 40F: 3 clusters Score -1212378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1212386.375000 Penalty: 4568.477539
	Iteration 41Q: 3 clusters Score -1212386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1212390.500000 Penalty: 4568.477539
	Iteration 42Q: 3 clusters Score -1212390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1212397.250000 Penalty: 4568.477539
	Iteration 43Q: 3 clusters Score -1212397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1212402.250000 Penalty: 4568.477539
	Iteration 44Q: 3 clusters Score -1212402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1212407.750000 Penalty: 4568.477539
	Iteration 45Q: 3 clusters Score -1212408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1212412.875000 Penalty: 4568.477539
	Iteration 46Q: 3 clusters Score -1212413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1212415.750000 Penalty: 4568.477539
	Iteration 47Q: 3 clusters Score -1212416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1212417.125000 Penalty: 4568.477539
	Iteration 48Q: 3 clusters Score -1212417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1212417.125000 Penalty: 4568.477539
	Iteration 49F: 3 clusters Score -1212417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (59421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59421 members 
Entering Unmasked Estep 
Score: -7298456.500000 Penalty: 2726.115967
	Iteration 0F: 2 clusters Score -7298456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -7258661.000000 Penalty: 5452.231934
	Iteration 0F: 3 clusters Score -7258661 nChanged 27485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -7274263.500000 Penalty: 5452.231934
	Iteration 1F: 3 clusters Score -7274264 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -7275214.000000 Penalty: 5452.231934
	Iteration 2Q: 3 clusters Score -7275214 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -7276441.500000 Penalty: 5452.231934
	Iteration 3Q: 3 clusters Score -7276442 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -7277993.500000 Penalty: 5452.231934
	Iteration 4F: 3 clusters Score -7277994 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -7280028.000000 Penalty: 5452.231934
	Iteration 5F: 3 clusters Score -7280028 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -7282147.500000 Penalty: 5452.231934
	Iteration 6F: 3 clusters Score -7282148 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -7284059.000000 Penalty: 5452.231934
	Iteration 7F: 3 clusters Score -7284059 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -7285638.000000 Penalty: 5452.231934
	Iteration 8F: 3 clusters Score -7285638 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -7286685.500000 Penalty: 5452.231934
	Iteration 9Q: 3 clusters Score -7286686 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -7287545.000000 Penalty: 5452.231934
	Iteration 10Q: 3 clusters Score -7287545 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -7288383.000000 Penalty: 5452.231934
	Iteration 11Q: 3 clusters Score -7288383 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -7289070.000000 Penalty: 5452.231934
	Iteration 12Q: 3 clusters Score -7289070 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -7289775.500000 Penalty: 5452.231934
	Iteration 13Q: 3 clusters Score -7289776 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -7290528.000000 Penalty: 5452.231934
	Iteration 14Q: 3 clusters Score -7290528 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -7291185.500000 Penalty: 5452.231934
	Iteration 15Q: 3 clusters Score -7291186 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -7291701.500000 Penalty: 5452.231934
	Iteration 16Q: 3 clusters Score -7291702 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -7292058.500000 Penalty: 5452.231934
	Iteration 17Q: 3 clusters Score -7292058 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -7292391.500000 Penalty: 5452.231934
	Iteration 18Q: 3 clusters Score -7292392 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -7292677.000000 Penalty: 5452.231934
	Iteration 19Q: 3 clusters Score -7292677 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -7292897.500000 Penalty: 5452.231934
	Iteration 20F: 3 clusters Score -7292898 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -7293194.000000 Penalty: 5452.231934
	Iteration 21Q: 3 clusters Score -7293194 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -7293468.500000 Penalty: 5452.231934
	Iteration 22Q: 3 clusters Score -7293468 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -7293753.000000 Penalty: 5452.231934
	Iteration 23Q: 3 clusters Score -7293753 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -7294241.500000 Penalty: 5452.231934
	Iteration 24Q: 3 clusters Score -7294242 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -7294727.500000 Penalty: 5452.231934
	Iteration 25Q: 3 clusters Score -7294728 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -7295221.500000 Penalty: 5452.231934
	Iteration 26Q: 3 clusters Score -7295222 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -7295615.000000 Penalty: 5452.231934
	Iteration 27Q: 3 clusters Score -7295615 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -7295847.500000 Penalty: 5452.231934
	Iteration 28Q: 3 clusters Score -7295848 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -7296005.500000 Penalty: 5452.231934
	Iteration 29Q: 3 clusters Score -7296006 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -7296119.000000 Penalty: 5452.231934
	Iteration 30Q: 3 clusters Score -7296119 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -7296205.000000 Penalty: 5452.231934
	Iteration 31Q: 3 clusters Score -7296205 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -7296256.500000 Penalty: 5452.231934
	Iteration 32Q: 3 clusters Score -7296256 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -7296313.000000 Penalty: 5452.231934
	Iteration 33Q: 3 clusters Score -7296313 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -7296367.500000 Penalty: 5452.231934
	Iteration 34Q: 3 clusters Score -7296368 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -7296362.500000 Penalty: 5452.231934
	Iteration 35Q: 3 clusters Score -7296362 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -7296397.000000 Penalty: 5452.231934
	Iteration 36Q: 3 clusters Score -7296397 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -7296433.500000 Penalty: 5452.231934
	Iteration 37Q: 3 clusters Score -7296434 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -7296466.000000 Penalty: 5452.231934
	Iteration 38Q: 3 clusters Score -7296466 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -7296492.000000 Penalty: 5452.231934
	Iteration 39Q: 3 clusters Score -7296492 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -7296520.500000 Penalty: 5452.231934
	Iteration 40F: 3 clusters Score -7296520 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -7296541.000000 Penalty: 5452.231934
	Iteration 41Q: 3 clusters Score -7296541 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -7296555.000000 Penalty: 5452.231934
	Iteration 42Q: 3 clusters Score -7296555 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -7296591.500000 Penalty: 5452.231934
	Iteration 43Q: 3 clusters Score -7296592 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -7296628.500000 Penalty: 5452.231934
	Iteration 44Q: 3 clusters Score -7296628 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -7296658.500000 Penalty: 5452.231934
	Iteration 45Q: 3 clusters Score -7296658 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -7296710.500000 Penalty: 5452.231934
	Iteration 46Q: 3 clusters Score -7296710 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -7296732.000000 Penalty: 5452.231934
	Iteration 47Q: 3 clusters Score -7296732 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -7296744.500000 Penalty: 5452.231934
	Iteration 48Q: 3 clusters Score -7296744 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -7296757.000000 Penalty: 5452.231934
	Iteration 49Q: 3 clusters Score -7296757 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -7296785.500000 Penalty: 5452.231934
	Iteration 50Q: 3 clusters Score -7296786 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -7296809.000000 Penalty: 5452.231934
	Iteration 51Q: 3 clusters Score -7296809 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -7296836.500000 Penalty: 5452.231934
	Iteration 52Q: 3 clusters Score -7296836 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -7296843.500000 Penalty: 5452.231934
	Iteration 53Q: 3 clusters Score -7296844 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -7296870.000000 Penalty: 5452.231934
	Iteration 54Q: 3 clusters Score -7296870 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -7296883.000000 Penalty: 5452.231934
	Iteration 55Q: 3 clusters Score -7296883 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -7296906.500000 Penalty: 5452.231934
	Iteration 56Q: 3 clusters Score -7296906 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -7296918.500000 Penalty: 5452.231934
	Iteration 57Q: 3 clusters Score -7296918 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -7296912.000000 Penalty: 5452.231934
	Iteration 58Q: 3 clusters Score -7296912 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -7296924.000000 Penalty: 5452.231934
	Iteration 59Q: 3 clusters Score -7296924 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -7296948.500000 Penalty: 5452.231934
	Iteration 60F: 3 clusters Score -7296948 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -7296950.000000 Penalty: 5452.231934
	Iteration 61Q: 3 clusters Score -7296950 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -7296965.000000 Penalty: 5452.231934
	Iteration 62Q: 3 clusters Score -7296965 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -7296973.000000 Penalty: 5452.231934
	Iteration 63Q: 3 clusters Score -7296973 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -7296965.500000 Penalty: 5452.231934
	Iteration 64Q: 3 clusters Score -7296966 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -7296936.500000 Penalty: 5452.231934
	Iteration 65Q: 3 clusters Score -7296936 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -7296943.000000 Penalty: 5452.231934
	Iteration 66Q: 3 clusters Score -7296943 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -7296940.500000 Penalty: 5452.231934
	Iteration 67Q: 3 clusters Score -7296940 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -7296941.000000 Penalty: 5452.231934
	Iteration 68Q: 3 clusters Score -7296941 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -7296939.000000 Penalty: 5452.231934
	Iteration 69Q: 3 clusters Score -7296939 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -7296943.500000 Penalty: 5452.231934
	Iteration 70Q: 3 clusters Score -7296944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -7296955.000000 Penalty: 5452.231934
	Iteration 71Q: 3 clusters Score -7296955 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -7296949.000000 Penalty: 5452.231934
	Iteration 72Q: 3 clusters Score -7296949 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -7296941.000000 Penalty: 5452.231934
	Iteration 73Q: 3 clusters Score -7296941 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -7296954.000000 Penalty: 5452.231934
	Iteration 74Q: 3 clusters Score -7296954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48617 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -7296963.000000 Penalty: 5452.231934
	Iteration 75Q: 3 clusters Score -7296963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -7296969.500000 Penalty: 5452.231934
	Iteration 76Q: 3 clusters Score -7296970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -7296970.000000 Penalty: 5452.231934
	Iteration 77Q: 3 clusters Score -7296970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -7296976.000000 Penalty: 5452.231934
	Iteration 78Q: 3 clusters Score -7296976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -7296998.500000 Penalty: 5452.231934
	Iteration 79Q: 3 clusters Score -7296998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48771 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -7297006.000000 Penalty: 5452.231934
	Iteration 80F: 3 clusters Score -7297006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -7296994.000000 Penalty: 5452.231934
	Iteration 81Q: 3 clusters Score -7296994 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -7296993.000000 Penalty: 5452.231934
	Iteration 82Q: 3 clusters Score -7296993 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48881 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -7296978.500000 Penalty: 5452.231934
	Iteration 83Q: 3 clusters Score -7296978 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -7296986.000000 Penalty: 5452.231934
	Iteration 84Q: 3 clusters Score -7296986 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -7296992.500000 Penalty: 5452.231934
	Iteration 85Q: 3 clusters Score -7296992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -7297000.500000 Penalty: 5452.231934
	Iteration 86Q: 3 clusters Score -7297000 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -7297002.000000 Penalty: 5452.231934
	Iteration 87Q: 3 clusters Score -7297002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49118 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -7297006.500000 Penalty: 5452.231934
	Iteration 88Q: 3 clusters Score -7297006 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -7297011.000000 Penalty: 5452.231934
	Iteration 89Q: 3 clusters Score -7297011 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -7297012.000000 Penalty: 5452.231934
	Iteration 90Q: 3 clusters Score -7297012 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -7297023.500000 Penalty: 5452.231934
	Iteration 91Q: 3 clusters Score -7297024 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -7297023.500000 Penalty: 5452.231934
	Iteration 92Q: 3 clusters Score -7297024 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -7297045.000000 Penalty: 5452.231934
	Iteration 93Q: 3 clusters Score -7297045 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -7297050.500000 Penalty: 5452.231934
	Iteration 94Q: 3 clusters Score -7297050 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -7297048.000000 Penalty: 5452.231934
	Iteration 95Q: 3 clusters Score -7297048 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -7297049.000000 Penalty: 5452.231934
	Iteration 96Q: 3 clusters Score -7297049 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -7297055.000000 Penalty: 5452.231934
	Iteration 97Q: 3 clusters Score -7297055 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -7297059.000000 Penalty: 5452.231934
	Iteration 98Q: 3 clusters Score -7297059 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49800 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -7297043.500000 Penalty: 5452.231934
	Iteration 99Q: 3 clusters Score -7297044 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -7297036.500000 Penalty: 5452.231934
	Iteration 100F: 3 clusters Score -7297036 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -7297022.000000 Penalty: 5452.231934
	Iteration 101Q: 3 clusters Score -7297022 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -7297035.500000 Penalty: 5452.231934
	Iteration 102Q: 3 clusters Score -7297036 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -7297038.000000 Penalty: 5452.231934
	Iteration 103Q: 3 clusters Score -7297038 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -7297061.000000 Penalty: 5452.231934
	Iteration 104Q: 3 clusters Score -7297061 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -7297057.500000 Penalty: 5452.231934
	Iteration 105Q: 3 clusters Score -7297058 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -7297085.500000 Penalty: 5452.231934
	Iteration 106Q: 3 clusters Score -7297086 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -7297099.500000 Penalty: 5452.231934
	Iteration 107Q: 3 clusters Score -7297100 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -7297087.500000 Penalty: 5452.231934
	Iteration 108Q: 3 clusters Score -7297088 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -7297092.500000 Penalty: 5452.231934
	Iteration 109Q: 3 clusters Score -7297092 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -7297084.500000 Penalty: 5452.231934
	Iteration 110Q: 3 clusters Score -7297084 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50564 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -7297086.000000 Penalty: 5452.231934
	Iteration 111Q: 3 clusters Score -7297086 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -7297092.500000 Penalty: 5452.231934
	Iteration 112Q: 3 clusters Score -7297092 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -7297109.500000 Penalty: 5452.231934
	Iteration 113Q: 3 clusters Score -7297110 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -7297111.500000 Penalty: 5452.231934
	Iteration 114Q: 3 clusters Score -7297112 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -7297121.000000 Penalty: 5452.231934
	Iteration 115Q: 3 clusters Score -7297121 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -7297129.500000 Penalty: 5452.231934
	Iteration 116Q: 3 clusters Score -7297130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -7297118.000000 Penalty: 5452.231934
	Iteration 117Q: 3 clusters Score -7297118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -7297119.500000 Penalty: 5452.231934
	Iteration 118Q: 3 clusters Score -7297120 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -7297125.000000 Penalty: 5452.231934
	Iteration 119Q: 3 clusters Score -7297125 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -7297112.500000 Penalty: 5452.231934
	Iteration 120F: 3 clusters Score -7297112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -7297113.000000 Penalty: 5452.231934
	Iteration 121Q: 3 clusters Score -7297113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -7297113.000000 Penalty: 5452.231934
	Iteration 122Q: 3 clusters Score -7297113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -7297117.500000 Penalty: 5452.231934
	Iteration 123Q: 3 clusters Score -7297118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51110 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -7297114.000000 Penalty: 5452.231934
	Iteration 124Q: 3 clusters Score -7297114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51128 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -7297115.500000 Penalty: 5452.231934
	Iteration 125Q: 3 clusters Score -7297116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -7297114.500000 Penalty: 5452.231934
	Iteration 126Q: 3 clusters Score -7297114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -7297126.000000 Penalty: 5452.231934
	Iteration 127Q: 3 clusters Score -7297126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -7297128.500000 Penalty: 5452.231934
	Iteration 128Q: 3 clusters Score -7297128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -7297121.000000 Penalty: 5452.231934
	Iteration 129Q: 3 clusters Score -7297121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -7297133.000000 Penalty: 5452.231934
	Iteration 130Q: 3 clusters Score -7297133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -7297136.000000 Penalty: 5452.231934
	Iteration 131Q: 3 clusters Score -7297136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -7297140.500000 Penalty: 5452.231934
	Iteration 132Q: 3 clusters Score -7297140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -7297145.500000 Penalty: 5452.231934
	Iteration 133Q: 3 clusters Score -7297146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -7297160.000000 Penalty: 5452.231934
	Iteration 134Q: 3 clusters Score -7297160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -7297145.000000 Penalty: 5452.231934
	Iteration 135Q: 3 clusters Score -7297145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -7297150.000000 Penalty: 5452.231934
	Iteration 136Q: 3 clusters Score -7297150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -7297149.500000 Penalty: 5452.231934
	Iteration 137Q: 3 clusters Score -7297150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -7297145.500000 Penalty: 5452.231934
	Iteration 138Q: 3 clusters Score -7297146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51369 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -7297143.500000 Penalty: 5452.231934
	Iteration 139Q: 3 clusters Score -7297144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51390 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -7297150.000000 Penalty: 5452.231934
	Iteration 140F: 3 clusters Score -7297150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -7297147.000000 Penalty: 5452.231934
	Iteration 141Q: 3 clusters Score -7297147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -7297136.000000 Penalty: 5452.231934
	Iteration 142Q: 3 clusters Score -7297136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -7297134.000000 Penalty: 5452.231934
	Iteration 143Q: 3 clusters Score -7297134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -7297146.500000 Penalty: 5452.231934
	Iteration 144Q: 3 clusters Score -7297146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51483 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -7297136.000000 Penalty: 5452.231934
	Iteration 145Q: 3 clusters Score -7297136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -7297136.500000 Penalty: 5452.231934
	Iteration 146Q: 3 clusters Score -7297136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -7297141.500000 Penalty: 5452.231934
	Iteration 147Q: 3 clusters Score -7297142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -7297153.000000 Penalty: 5452.231934
	Iteration 148Q: 3 clusters Score -7297153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51554 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -7297153.000000 Penalty: 5452.231934
	Iteration 149Q: 3 clusters Score -7297153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -7297151.000000 Penalty: 5452.231934
	Iteration 150Q: 3 clusters Score -7297151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -7297162.000000 Penalty: 5452.231934
	Iteration 151Q: 3 clusters Score -7297162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51599 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -7297167.500000 Penalty: 5452.231934
	Iteration 152Q: 3 clusters Score -7297168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -7297160.500000 Penalty: 5452.231934
	Iteration 153Q: 3 clusters Score -7297160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -7297179.000000 Penalty: 5452.231934
	Iteration 154Q: 3 clusters Score -7297179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -7297170.000000 Penalty: 5452.231934
	Iteration 155Q: 3 clusters Score -7297170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51638 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -7297174.000000 Penalty: 5452.231934
	Iteration 156Q: 3 clusters Score -7297174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51652 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -7297178.000000 Penalty: 5452.231934
	Iteration 157Q: 3 clusters Score -7297178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51665 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -7297178.000000 Penalty: 5452.231934
	Iteration 158Q: 3 clusters Score -7297178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51679 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -7297192.000000 Penalty: 5452.231934
	Iteration 159Q: 3 clusters Score -7297192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -7297206.000000 Penalty: 5452.231934
	Iteration 160F: 3 clusters Score -7297206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51705 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -7297195.500000 Penalty: 5452.231934
	Iteration 161Q: 3 clusters Score -7297196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -7297197.000000 Penalty: 5452.231934
	Iteration 162Q: 3 clusters Score -7297197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -7297202.000000 Penalty: 5452.231934
	Iteration 163Q: 3 clusters Score -7297202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -7297189.500000 Penalty: 5452.231934
	Iteration 164Q: 3 clusters Score -7297190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -7297196.000000 Penalty: 5452.231934
	Iteration 165Q: 3 clusters Score -7297196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -7297205.000000 Penalty: 5452.231934
	Iteration 166Q: 3 clusters Score -7297205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -7297202.000000 Penalty: 5452.231934
	Iteration 167Q: 3 clusters Score -7297202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51783 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -7297204.500000 Penalty: 5452.231934
	Iteration 168Q: 3 clusters Score -7297204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -7297207.500000 Penalty: 5452.231934
	Iteration 169Q: 3 clusters Score -7297208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -7297208.500000 Penalty: 5452.231934
	Iteration 170Q: 3 clusters Score -7297208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -7297205.000000 Penalty: 5452.231934
	Iteration 171Q: 3 clusters Score -7297205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51825 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -7297209.500000 Penalty: 5452.231934
	Iteration 172Q: 3 clusters Score -7297210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51839 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -7297213.000000 Penalty: 5452.231934
	Iteration 173Q: 3 clusters Score -7297213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -7297221.000000 Penalty: 5452.231934
	Iteration 174Q: 3 clusters Score -7297221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -7297215.000000 Penalty: 5452.231934
	Iteration 175Q: 3 clusters Score -7297215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -7297228.500000 Penalty: 5452.231934
	Iteration 176Q: 3 clusters Score -7297228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -7297230.500000 Penalty: 5452.231934
	Iteration 177Q: 3 clusters Score -7297230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51906 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -7297225.000000 Penalty: 5452.231934
	Iteration 178Q: 3 clusters Score -7297225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -7297229.500000 Penalty: 5452.231934
	Iteration 179Q: 3 clusters Score -7297230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -7297223.000000 Penalty: 5452.231934
	Iteration 180F: 3 clusters Score -7297223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -7297225.000000 Penalty: 5452.231934
	Iteration 181Q: 3 clusters Score -7297225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -7297227.000000 Penalty: 5452.231934
	Iteration 182Q: 3 clusters Score -7297227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -7297224.500000 Penalty: 5452.231934
	Iteration 183Q: 3 clusters Score -7297224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -7297226.000000 Penalty: 5452.231934
	Iteration 184Q: 3 clusters Score -7297226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -7297234.500000 Penalty: 5452.231934
	Iteration 185Q: 3 clusters Score -7297234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -7297247.000000 Penalty: 5452.231934
	Iteration 186Q: 3 clusters Score -7297247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -7297249.000000 Penalty: 5452.231934
	Iteration 187Q: 3 clusters Score -7297249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -7297265.500000 Penalty: 5452.231934
	Iteration 188Q: 3 clusters Score -7297266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -7297257.000000 Penalty: 5452.231934
	Iteration 189Q: 3 clusters Score -7297257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -7297255.000000 Penalty: 5452.231934
	Iteration 190Q: 3 clusters Score -7297255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -7297253.000000 Penalty: 5452.231934
	Iteration 191Q: 3 clusters Score -7297253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -7297260.000000 Penalty: 5452.231934
	Iteration 192Q: 3 clusters Score -7297260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -7297270.500000 Penalty: 5452.231934
	Iteration 193Q: 3 clusters Score -7297270 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -7297267.500000 Penalty: 5452.231934
	Iteration 194Q: 3 clusters Score -7297268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52249 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -7297268.000000 Penalty: 5452.231934
	Iteration 195Q: 3 clusters Score -7297268 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -7297274.500000 Penalty: 5452.231934
	Iteration 196Q: 3 clusters Score -7297274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -7297277.500000 Penalty: 5452.231934
	Iteration 197Q: 3 clusters Score -7297278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -7297292.500000 Penalty: 5452.231934
	Iteration 198Q: 3 clusters Score -7297292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52394 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -7297295.500000 Penalty: 5452.231934
	Iteration 199Q: 3 clusters Score -7297296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52435 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -7297284.500000 Penalty: 5452.231934
	Iteration 200F: 3 clusters Score -7297284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52468 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -7297287.500000 Penalty: 5452.231934
	Iteration 201Q: 3 clusters Score -7297288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -7297289.000000 Penalty: 5452.231934
	Iteration 202Q: 3 clusters Score -7297289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -7297280.500000 Penalty: 5452.231934
	Iteration 203Q: 3 clusters Score -7297280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -7297295.000000 Penalty: 5452.231934
	Iteration 204Q: 3 clusters Score -7297295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52569 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -7297303.500000 Penalty: 5452.231934
	Iteration 205Q: 3 clusters Score -7297304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52590 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -7297298.500000 Penalty: 5452.231934
	Iteration 206Q: 3 clusters Score -7297298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -7297299.000000 Penalty: 5452.231934
	Iteration 207Q: 3 clusters Score -7297299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -7297293.000000 Penalty: 5452.231934
	Iteration 208Q: 3 clusters Score -7297293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -7297305.000000 Penalty: 5452.231934
	Iteration 209Q: 3 clusters Score -7297305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52644 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -7297317.500000 Penalty: 5452.231934
	Iteration 210Q: 3 clusters Score -7297318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -7297317.000000 Penalty: 5452.231934
	Iteration 211Q: 3 clusters Score -7297317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -7297314.000000 Penalty: 5452.231934
	Iteration 212Q: 3 clusters Score -7297314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -7297325.500000 Penalty: 5452.231934
	Iteration 213Q: 3 clusters Score -7297326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -7297325.000000 Penalty: 5452.231934
	Iteration 214Q: 3 clusters Score -7297325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -7297323.000000 Penalty: 5452.231934
	Iteration 215Q: 3 clusters Score -7297323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -7297328.000000 Penalty: 5452.231934
	Iteration 216Q: 3 clusters Score -7297328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -7297331.000000 Penalty: 5452.231934
	Iteration 217Q: 3 clusters Score -7297331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -7297329.500000 Penalty: 5452.231934
	Iteration 218Q: 3 clusters Score -7297330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -7297329.500000 Penalty: 5452.231934
	Iteration 219Q: 3 clusters Score -7297330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -7297323.500000 Penalty: 5452.231934
	Iteration 220F: 3 clusters Score -7297324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52712 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -7297327.000000 Penalty: 5452.231934
	Iteration 221Q: 3 clusters Score -7297327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52716 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -7297331.500000 Penalty: 5452.231934
	Iteration 222Q: 3 clusters Score -7297332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -7297336.500000 Penalty: 5452.231934
	Iteration 223Q: 3 clusters Score -7297336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -7297328.000000 Penalty: 5452.231934
	Iteration 224Q: 3 clusters Score -7297328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -7297333.000000 Penalty: 5452.231934
	Iteration 225Q: 3 clusters Score -7297333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52744 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -7297334.500000 Penalty: 5452.231934
	Iteration 226Q: 3 clusters Score -7297334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52750 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -7297338.500000 Penalty: 5452.231934
	Iteration 227Q: 3 clusters Score -7297338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52754 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -7297339.500000 Penalty: 5452.231934
	Iteration 228Q: 3 clusters Score -7297340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52755 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -7297344.000000 Penalty: 5452.231934
	Iteration 229Q: 3 clusters Score -7297344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52757 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -7297343.500000 Penalty: 5452.231934
	Iteration 230Q: 3 clusters Score -7297344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52761 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -7297342.500000 Penalty: 5452.231934
	Iteration 231Q: 3 clusters Score -7297342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52765 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -7297341.500000 Penalty: 5452.231934
	Iteration 232Q: 3 clusters Score -7297342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52765 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -7297347.000000 Penalty: 5452.231934
	Iteration 233Q: 3 clusters Score -7297347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52765 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -7297347.000000 Penalty: 5452.231934
	Iteration 234F: 3 clusters Score -7297347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (231045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231045 members 
Entering Unmasked Estep 
Score: -28194168.000000 Penalty: 3062.891113
	Iteration 0F: 2 clusters Score -2.819417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115876 members 
Mstep: Class 2 contains 115169 members 
Entering Unmasked Estep 
Score: -28042606.000000 Penalty: 6125.782227
	Iteration 0F: 3 clusters Score -2.804261e+07 nChanged 111646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125200 members 
Mstep: Class 2 contains 105845 members 
Entering Unmasked Estep 
Score: -28109272.000000 Penalty: 6125.782227
	Iteration 1F: 3 clusters Score -2.810927e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131866 members 
Mstep: Class 2 contains 99179 members 
Entering Unmasked Estep 
Score: -28113106.000000 Penalty: 6125.782227
	Iteration 2Q: 3 clusters Score -2.811311e+07 nChanged 13218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141918 members 
Mstep: Class 2 contains 89127 members 
Entering Unmasked Estep 
Score: -28120042.000000 Penalty: 6125.782227
	Iteration 3F: 3 clusters Score -2.812004e+07 nChanged 16166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155110 members 
Mstep: Class 2 contains 75935 members 
Entering Unmasked Estep 
Score: -28129952.000000 Penalty: 6125.782227
	Iteration 4F: 3 clusters Score -2.812995e+07 nChanged 17599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170471 members 
Mstep: Class 2 contains 60574 members 
Entering Unmasked Estep 
Score: -28141954.000000 Penalty: 6125.782227
	Iteration 5F: 3 clusters Score -2.814195e+07 nChanged 17376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186593 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -28154706.000000 Penalty: 6125.782227
	Iteration 6F: 3 clusters Score -2.815471e+07 nChanged 15481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201686 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -28166582.000000 Penalty: 6125.782227
	Iteration 7F: 3 clusters Score -2.816658e+07 nChanged 12606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214248 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -28177268.000000 Penalty: 6125.782227
	Iteration 8F: 3 clusters Score -2.817727e+07 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222960 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -28184812.000000 Penalty: 6125.782227
	Iteration 9Q: 3 clusters Score -2.818481e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227706 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -28188752.000000 Penalty: 6125.782227
	Iteration 10Q: 3 clusters Score -2.818875e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229695 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -28190536.000000 Penalty: 6125.782227
	Iteration 11Q: 3 clusters Score -2.819054e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230351 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -28191046.000000 Penalty: 6125.782227
	Iteration 12Q: 3 clusters Score -2.819105e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230558 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -28191228.000000 Penalty: 6125.782227
	Iteration 13Q: 3 clusters Score -2.819123e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230637 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -28191354.000000 Penalty: 6125.782227
	Iteration 14Q: 3 clusters Score -2.819135e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230681 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -28191360.000000 Penalty: 6125.782227
	Iteration 15Q: 3 clusters Score -2.819136e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230710 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -28191402.000000 Penalty: 6125.782227
	Iteration 16Q: 3 clusters Score -2.81914e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230728 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -28191426.000000 Penalty: 6125.782227
	Iteration 17Q: 3 clusters Score -2.819143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230734 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -28191456.000000 Penalty: 6125.782227
	Iteration 18Q: 3 clusters Score -2.819146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230738 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -28191454.000000 Penalty: 6125.782227
	Iteration 19Q: 3 clusters Score -2.819145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230740 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -28191456.000000 Penalty: 6125.782227
	Iteration 20F: 3 clusters Score -2.819146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230742 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -28191460.000000 Penalty: 6125.782227
	Iteration 21Q: 3 clusters Score -2.819146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230743 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -28191454.000000 Penalty: 6125.782227
	Iteration 22Q: 3 clusters Score -2.819145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230744 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -28191456.000000 Penalty: 6125.782227
	Iteration 23Q: 3 clusters Score -2.819146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230744 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -28191456.000000 Penalty: 6125.782227
	Iteration 24F: 3 clusters Score -2.819146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Entering Unmasked Estep 
Score: -4285394.500000 Penalty: 2595.613770
	Iteration 0F: 2 clusters Score -4285394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -4261540.500000 Penalty: 5191.227539
	Iteration 0F: 3 clusters Score -4261540 nChanged 15960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -4270321.500000 Penalty: 5191.227539
	Iteration 1F: 3 clusters Score -4270322 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -4270933.500000 Penalty: 5191.227539
	Iteration 2Q: 3 clusters Score -4270934 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -4271641.000000 Penalty: 5191.227539
	Iteration 3Q: 3 clusters Score -4271641 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -4272442.500000 Penalty: 5191.227539
	Iteration 4F: 3 clusters Score -4272442 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -4273381.000000 Penalty: 5191.227539
	Iteration 5F: 3 clusters Score -4273381 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -4274567.000000 Penalty: 5191.227539
	Iteration 6F: 3 clusters Score -4274567 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -4276071.000000 Penalty: 5191.227539
	Iteration 7F: 3 clusters Score -4276071 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -4277815.000000 Penalty: 5191.227539
	Iteration 8F: 3 clusters Score -4277815 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -4279382.500000 Penalty: 5191.227539
	Iteration 9F: 3 clusters Score -4279382 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -4280654.500000 Penalty: 5191.227539
	Iteration 10Q: 3 clusters Score -4280654 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -4281306.500000 Penalty: 5191.227539
	Iteration 11Q: 3 clusters Score -4281306 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -4281647.500000 Penalty: 5191.227539
	Iteration 12Q: 3 clusters Score -4281648 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -4281869.000000 Penalty: 5191.227539
	Iteration 13Q: 3 clusters Score -4281869 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -4282032.500000 Penalty: 5191.227539
	Iteration 14Q: 3 clusters Score -4282032 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -4282189.000000 Penalty: 5191.227539
	Iteration 15Q: 3 clusters Score -4282189 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -4282285.500000 Penalty: 5191.227539
	Iteration 16Q: 3 clusters Score -4282286 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -4282386.500000 Penalty: 5191.227539
	Iteration 17Q: 3 clusters Score -4282386 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -4282470.000000 Penalty: 5191.227539
	Iteration 18Q: 3 clusters Score -4282470 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -4282541.000000 Penalty: 5191.227539
	Iteration 19Q: 3 clusters Score -4282541 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -4282619.500000 Penalty: 5191.227539
	Iteration 20F: 3 clusters Score -4282620 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -4282686.500000 Penalty: 5191.227539
	Iteration 21Q: 3 clusters Score -4282686 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -4282748.000000 Penalty: 5191.227539
	Iteration 22Q: 3 clusters Score -4282748 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -4282806.500000 Penalty: 5191.227539
	Iteration 23Q: 3 clusters Score -4282806 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -4282862.500000 Penalty: 5191.227539
	Iteration 24Q: 3 clusters Score -4282862 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -4282900.500000 Penalty: 5191.227539
	Iteration 25Q: 3 clusters Score -4282900 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4282938.000000 Penalty: 5191.227539
	Iteration 26Q: 3 clusters Score -4282938 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -4282964.500000 Penalty: 5191.227539
	Iteration 27Q: 3 clusters Score -4282964 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -4283007.500000 Penalty: 5191.227539
	Iteration 28Q: 3 clusters Score -4283008 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4283046.500000 Penalty: 5191.227539
	Iteration 29Q: 3 clusters Score -4283046 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -4283068.500000 Penalty: 5191.227539
	Iteration 30Q: 3 clusters Score -4283068 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -4283088.500000 Penalty: 5191.227539
	Iteration 31Q: 3 clusters Score -4283088 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4283096.500000 Penalty: 5191.227539
	Iteration 32Q: 3 clusters Score -4283096 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4283102.000000 Penalty: 5191.227539
	Iteration 33Q: 3 clusters Score -4283102 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4283120.500000 Penalty: 5191.227539
	Iteration 34Q: 3 clusters Score -4283120 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -4283121.000000 Penalty: 5191.227539
	Iteration 35Q: 3 clusters Score -4283121 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4283132.000000 Penalty: 5191.227539
	Iteration 36Q: 3 clusters Score -4283132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4283139.500000 Penalty: 5191.227539
	Iteration 37Q: 3 clusters Score -4283140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -4283148.000000 Penalty: 5191.227539
	Iteration 38Q: 3 clusters Score -4283148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4283141.500000 Penalty: 5191.227539
	Iteration 39Q: 3 clusters Score -4283142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4283146.500000 Penalty: 5191.227539
	Iteration 40F: 3 clusters Score -4283146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4283157.500000 Penalty: 5191.227539
	Iteration 41Q: 3 clusters Score -4283158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4283170.000000 Penalty: 5191.227539
	Iteration 42Q: 3 clusters Score -4283170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4283169.000000 Penalty: 5191.227539
	Iteration 43Q: 3 clusters Score -4283169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -4283170.500000 Penalty: 5191.227539
	Iteration 44Q: 3 clusters Score -4283170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4283187.000000 Penalty: 5191.227539
	Iteration 45Q: 3 clusters Score -4283187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -4283190.000000 Penalty: 5191.227539
	Iteration 46Q: 3 clusters Score -4283190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4283192.000000 Penalty: 5191.227539
	Iteration 47Q: 3 clusters Score -4283192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4283199.500000 Penalty: 5191.227539
	Iteration 48Q: 3 clusters Score -4283200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4283207.500000 Penalty: 5191.227539
	Iteration 49Q: 3 clusters Score -4283208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4283202.500000 Penalty: 5191.227539
	Iteration 50Q: 3 clusters Score -4283202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4283216.000000 Penalty: 5191.227539
	Iteration 51Q: 3 clusters Score -4283216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4283214.500000 Penalty: 5191.227539
	Iteration 52Q: 3 clusters Score -4283214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4283210.500000 Penalty: 5191.227539
	Iteration 53Q: 3 clusters Score -4283210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4283209.500000 Penalty: 5191.227539
	Iteration 54Q: 3 clusters Score -4283210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4283213.000000 Penalty: 5191.227539
	Iteration 55Q: 3 clusters Score -4283213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4283212.500000 Penalty: 5191.227539
	Iteration 56Q: 3 clusters Score -4283212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4283210.000000 Penalty: 5191.227539
	Iteration 57Q: 3 clusters Score -4283210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4283216.500000 Penalty: 5191.227539
	Iteration 58Q: 3 clusters Score -4283216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4283218.500000 Penalty: 5191.227539
	Iteration 59Q: 3 clusters Score -4283218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4283222.000000 Penalty: 5191.227539
	Iteration 60F: 3 clusters Score -4283222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4283220.000000 Penalty: 5191.227539
	Iteration 61Q: 3 clusters Score -4283220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4283223.500000 Penalty: 5191.227539
	Iteration 62Q: 3 clusters Score -4283224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4283224.000000 Penalty: 5191.227539
	Iteration 63Q: 3 clusters Score -4283224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4283224.000000 Penalty: 5191.227539
	Iteration 64F: 3 clusters Score -4283224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -79301.687500 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -79301.69 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 402 members 
Entering Unmasked Estep 
Score: -77639.218750 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -77639.22 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -77944.671875 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -77944.67 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -78151.421875 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -78151.42 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -78298.546875 Penalty: 3279.572266
	Iteration 3F: 3 clusters Score -78298.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -78369.617188 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -78369.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -78415.343750 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -78415.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -78437.500000 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -78437.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -78451.500000 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -78451.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -78457.945312 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -78457.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -78460.085938 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -78460.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -78462.656250 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -78462.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -78465.062500 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -78465.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -78466.039062 Penalty: 3279.572266
	Iteration 12Q: 3 clusters Score -78466.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -78467.132812 Penalty: 3279.572266
	Iteration 13Q: 3 clusters Score -78467.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -78467.132812 Penalty: 3279.572266
	Iteration 14F: 3 clusters Score -78467.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (154620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154620 members 
Entering Unmasked Estep 
Score: -18746504.000000 Penalty: 2963.283936
	Iteration 0F: 2 clusters Score -1.87465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77186 members 
Mstep: Class 2 contains 77434 members 
Entering Unmasked Estep 
Score: -18642614.000000 Penalty: 5926.567871
	Iteration 0F: 3 clusters Score -1.864261e+07 nChanged 74169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74875 members 
Mstep: Class 2 contains 79745 members 
Entering Unmasked Estep 
Score: -18685512.000000 Penalty: 5926.567871
	Iteration 1F: 3 clusters Score -1.868551e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73467 members 
Mstep: Class 2 contains 81153 members 
Entering Unmasked Estep 
Score: -18686624.000000 Penalty: 5926.567871
	Iteration 2Q: 3 clusters Score -1.868662e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71310 members 
Mstep: Class 2 contains 83310 members 
Entering Unmasked Estep 
Score: -18688286.000000 Penalty: 5926.567871
	Iteration 3Q: 3 clusters Score -1.868829e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68131 members 
Mstep: Class 2 contains 86489 members 
Entering Unmasked Estep 
Score: -18690480.000000 Penalty: 5926.567871
	Iteration 4Q: 3 clusters Score -1.869048e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63622 members 
Mstep: Class 2 contains 90998 members 
Entering Unmasked Estep 
Score: -18693506.000000 Penalty: 5926.567871
	Iteration 5Q: 3 clusters Score -1.869351e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57423 members 
Mstep: Class 2 contains 97197 members 
Entering Unmasked Estep 
Score: -18698088.000000 Penalty: 5926.567871
	Iteration 6F: 3 clusters Score -1.869809e+07 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 105220 members 
Entering Unmasked Estep 
Score: -18704322.000000 Penalty: 5926.567871
	Iteration 7F: 3 clusters Score -1.870432e+07 nChanged 10332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 114664 members 
Entering Unmasked Estep 
Score: -18712004.000000 Penalty: 5926.567871
	Iteration 8F: 3 clusters Score -1.8712e+07 nChanged 10453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 124709 members 
Entering Unmasked Estep 
Score: -18720014.000000 Penalty: 5926.567871
	Iteration 9F: 3 clusters Score -1.872001e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 133899 members 
Entering Unmasked Estep 
Score: -18727588.000000 Penalty: 5926.567871
	Iteration 10F: 3 clusters Score -1.872759e+07 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 141412 members 
Entering Unmasked Estep 
Score: -18733780.000000 Penalty: 5926.567871
	Iteration 11Q: 3 clusters Score -1.873378e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 146891 members 
Entering Unmasked Estep 
Score: -18738098.000000 Penalty: 5926.567871
	Iteration 12Q: 3 clusters Score -1.87381e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 150451 members 
Entering Unmasked Estep 
Score: -18740942.000000 Penalty: 5926.567871
	Iteration 13Q: 3 clusters Score -1.874094e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 152404 members 
Entering Unmasked Estep 
Score: -18742428.000000 Penalty: 5926.567871
	Iteration 14Q: 3 clusters Score -1.874243e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 153351 members 
Entering Unmasked Estep 
Score: -18743132.000000 Penalty: 5926.567871
	Iteration 15Q: 3 clusters Score -1.874313e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 153820 members 
Entering Unmasked Estep 
Score: -18743476.000000 Penalty: 5926.567871
	Iteration 16Q: 3 clusters Score -1.874348e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 154021 members 
Entering Unmasked Estep 
Score: -18743614.000000 Penalty: 5926.567871
	Iteration 17Q: 3 clusters Score -1.874361e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 154124 members 
Entering Unmasked Estep 
Score: -18743686.000000 Penalty: 5926.567871
	Iteration 18Q: 3 clusters Score -1.874369e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 154183 members 
Entering Unmasked Estep 
Score: -18743754.000000 Penalty: 5926.567871
	Iteration 19Q: 3 clusters Score -1.874375e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 154210 members 
Entering Unmasked Estep 
Score: -18743806.000000 Penalty: 5926.567871
	Iteration 20F: 3 clusters Score -1.874381e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 154229 members 
Entering Unmasked Estep 
Score: -18743820.000000 Penalty: 5926.567871
	Iteration 21Q: 3 clusters Score -1.874382e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 154240 members 
Entering Unmasked Estep 
Score: -18743812.000000 Penalty: 5926.567871
	Iteration 22Q: 3 clusters Score -1.874381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 154243 members 
Entering Unmasked Estep 
Score: -18743838.000000 Penalty: 5926.567871
	Iteration 23Q: 3 clusters Score -1.874384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 154246 members 
Entering Unmasked Estep 
Score: -18743840.000000 Penalty: 5926.567871
	Iteration 24Q: 3 clusters Score -1.874384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 154252 members 
Entering Unmasked Estep 
Score: -18743864.000000 Penalty: 5926.567871
	Iteration 25Q: 3 clusters Score -1.874386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 154257 members 
Entering Unmasked Estep 
Score: -18743882.000000 Penalty: 5926.567871
	Iteration 26Q: 3 clusters Score -1.874388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 154258 members 
Entering Unmasked Estep 
Score: -18743890.000000 Penalty: 5926.567871
	Iteration 27Q: 3 clusters Score -1.874389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 154261 members 
Entering Unmasked Estep 
Score: -18743894.000000 Penalty: 5926.567871
	Iteration 28Q: 3 clusters Score -1.874389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 154265 members 
Entering Unmasked Estep 
Score: -18743898.000000 Penalty: 5926.567871
	Iteration 29Q: 3 clusters Score -1.87439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 154269 members 
Entering Unmasked Estep 
Score: -18743916.000000 Penalty: 5926.567871
	Iteration 30Q: 3 clusters Score -1.874392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 154269 members 
Entering Unmasked Estep 
Score: -18743918.000000 Penalty: 5926.567871
	Iteration 31Q: 3 clusters Score -1.874392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 154271 members 
Entering Unmasked Estep 
Score: -18743902.000000 Penalty: 5926.567871
	Iteration 32Q: 3 clusters Score -1.87439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 154273 members 
Entering Unmasked Estep 
Score: -18743898.000000 Penalty: 5926.567871
	Iteration 33Q: 3 clusters Score -1.87439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 154273 members 
Entering Unmasked Estep 
Score: -18743890.000000 Penalty: 5926.567871
	Iteration 34Q: 3 clusters Score -1.874389e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 154273 members 
Entering Unmasked Estep 
Score: -18743890.000000 Penalty: 5926.567871
	Iteration 35F: 3 clusters Score -1.874389e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Entering Unmasked Estep 
Score: -3438600.000000 Penalty: 2556.628418
	Iteration 0F: 2 clusters Score -3438600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -3418158.750000 Penalty: 5113.256836
	Iteration 0F: 3 clusters Score -3418159 nChanged 13563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -3425806.500000 Penalty: 5113.256836
	Iteration 1F: 3 clusters Score -3425806 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -3426646.250000 Penalty: 5113.256836
	Iteration 2F: 3 clusters Score -3426646 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -3427654.500000 Penalty: 5113.256836
	Iteration 3F: 3 clusters Score -3427654 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3428791.750000 Penalty: 5113.256836
	Iteration 4F: 3 clusters Score -3428792 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3429795.750000 Penalty: 5113.256836
	Iteration 5F: 3 clusters Score -3429796 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -3430663.500000 Penalty: 5113.256836
	Iteration 6F: 3 clusters Score -3430664 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -3431383.000000 Penalty: 5113.256836
	Iteration 7Q: 3 clusters Score -3431383 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -3431959.750000 Penalty: 5113.256836
	Iteration 8Q: 3 clusters Score -3431960 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -3432374.750000 Penalty: 5113.256836
	Iteration 9Q: 3 clusters Score -3432375 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -3432726.750000 Penalty: 5113.256836
	Iteration 10Q: 3 clusters Score -3432727 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -3433000.000000 Penalty: 5113.256836
	Iteration 11Q: 3 clusters Score -3433000 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -3433276.750000 Penalty: 5113.256836
	Iteration 12Q: 3 clusters Score -3433277 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -3433529.250000 Penalty: 5113.256836
	Iteration 13Q: 3 clusters Score -3433529 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -3433750.000000 Penalty: 5113.256836
	Iteration 14Q: 3 clusters Score -3433750 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3433997.500000 Penalty: 5113.256836
	Iteration 15Q: 3 clusters Score -3433998 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -3434192.250000 Penalty: 5113.256836
	Iteration 16Q: 3 clusters Score -3434192 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -3434357.750000 Penalty: 5113.256836
	Iteration 17Q: 3 clusters Score -3434358 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -3434457.500000 Penalty: 5113.256836
	Iteration 18Q: 3 clusters Score -3434458 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -3434555.000000 Penalty: 5113.256836
	Iteration 19Q: 3 clusters Score -3434555 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3434622.000000 Penalty: 5113.256836
	Iteration 20F: 3 clusters Score -3434622 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -3434660.000000 Penalty: 5113.256836
	Iteration 21Q: 3 clusters Score -3434660 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -3434699.000000 Penalty: 5113.256836
	Iteration 22Q: 3 clusters Score -3434699 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -3434730.750000 Penalty: 5113.256836
	Iteration 23Q: 3 clusters Score -3434731 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -3434758.750000 Penalty: 5113.256836
	Iteration 24Q: 3 clusters Score -3434759 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -3434773.250000 Penalty: 5113.256836
	Iteration 25Q: 3 clusters Score -3434773 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -3434795.500000 Penalty: 5113.256836
	Iteration 26Q: 3 clusters Score -3434796 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3434827.000000 Penalty: 5113.256836
	Iteration 27Q: 3 clusters Score -3434827 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3434855.250000 Penalty: 5113.256836
	Iteration 28Q: 3 clusters Score -3434855 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -3434869.000000 Penalty: 5113.256836
	Iteration 29Q: 3 clusters Score -3434869 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -3434901.000000 Penalty: 5113.256836
	Iteration 30Q: 3 clusters Score -3434901 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3434928.250000 Penalty: 5113.256836
	Iteration 31Q: 3 clusters Score -3434928 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -3434964.750000 Penalty: 5113.256836
	Iteration 32Q: 3 clusters Score -3434965 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -3435001.750000 Penalty: 5113.256836
	Iteration 33Q: 3 clusters Score -3435002 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -3435027.500000 Penalty: 5113.256836
	Iteration 34Q: 3 clusters Score -3435028 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -3435062.250000 Penalty: 5113.256836
	Iteration 35Q: 3 clusters Score -3435062 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -3435120.000000 Penalty: 5113.256836
	Iteration 36Q: 3 clusters Score -3435120 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -3435149.750000 Penalty: 5113.256836
	Iteration 37Q: 3 clusters Score -3435150 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -3435169.750000 Penalty: 5113.256836
	Iteration 38Q: 3 clusters Score -3435170 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -3435198.250000 Penalty: 5113.256836
	Iteration 39Q: 3 clusters Score -3435198 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -3435220.000000 Penalty: 5113.256836
	Iteration 40F: 3 clusters Score -3435220 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -3435256.000000 Penalty: 5113.256836
	Iteration 41Q: 3 clusters Score -3435256 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -3435304.500000 Penalty: 5113.256836
	Iteration 42Q: 3 clusters Score -3435304 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -3435337.000000 Penalty: 5113.256836
	Iteration 43Q: 3 clusters Score -3435337 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -3435376.250000 Penalty: 5113.256836
	Iteration 44Q: 3 clusters Score -3435376 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -3435428.500000 Penalty: 5113.256836
	Iteration 45Q: 3 clusters Score -3435428 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -3435478.250000 Penalty: 5113.256836
	Iteration 46Q: 3 clusters Score -3435478 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -3435498.000000 Penalty: 5113.256836
	Iteration 47Q: 3 clusters Score -3435498 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -3435546.750000 Penalty: 5113.256836
	Iteration 48Q: 3 clusters Score -3435547 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -3435595.500000 Penalty: 5113.256836
	Iteration 49Q: 3 clusters Score -3435596 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -3435623.000000 Penalty: 5113.256836
	Iteration 50Q: 3 clusters Score -3435623 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -3435674.000000 Penalty: 5113.256836
	Iteration 51Q: 3 clusters Score -3435674 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -3435724.000000 Penalty: 5113.256836
	Iteration 52Q: 3 clusters Score -3435724 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -3435774.750000 Penalty: 5113.256836
	Iteration 53Q: 3 clusters Score -3435775 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -3435830.500000 Penalty: 5113.256836
	Iteration 54Q: 3 clusters Score -3435830 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -3435876.250000 Penalty: 5113.256836
	Iteration 55Q: 3 clusters Score -3435876 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -3435924.250000 Penalty: 5113.256836
	Iteration 56Q: 3 clusters Score -3435924 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3435959.500000 Penalty: 5113.256836
	Iteration 57Q: 3 clusters Score -3435960 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -3436025.750000 Penalty: 5113.256836
	Iteration 58Q: 3 clusters Score -3436026 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -3436056.000000 Penalty: 5113.256836
	Iteration 59Q: 3 clusters Score -3436056 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -3436114.000000 Penalty: 5113.256836
	Iteration 60F: 3 clusters Score -3436114 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -3436172.750000 Penalty: 5113.256836
	Iteration 61Q: 3 clusters Score -3436173 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -3436221.500000 Penalty: 5113.256836
	Iteration 62Q: 3 clusters Score -3436222 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -3436280.000000 Penalty: 5113.256836
	Iteration 63Q: 3 clusters Score -3436280 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -3436336.500000 Penalty: 5113.256836
	Iteration 64Q: 3 clusters Score -3436336 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -3436384.750000 Penalty: 5113.256836
	Iteration 65Q: 3 clusters Score -3436385 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -3436433.500000 Penalty: 5113.256836
	Iteration 66Q: 3 clusters Score -3436434 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -3436496.750000 Penalty: 5113.256836
	Iteration 67Q: 3 clusters Score -3436497 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -3436555.000000 Penalty: 5113.256836
	Iteration 68Q: 3 clusters Score -3436555 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -3436609.750000 Penalty: 5113.256836
	Iteration 69Q: 3 clusters Score -3436610 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -3436675.000000 Penalty: 5113.256836
	Iteration 70Q: 3 clusters Score -3436675 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -3436726.500000 Penalty: 5113.256836
	Iteration 71Q: 3 clusters Score -3436726 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -3436756.250000 Penalty: 5113.256836
	Iteration 72Q: 3 clusters Score -3436756 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -3436812.750000 Penalty: 5113.256836
	Iteration 73Q: 3 clusters Score -3436813 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -3436877.750000 Penalty: 5113.256836
	Iteration 74Q: 3 clusters Score -3436878 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -3436952.250000 Penalty: 5113.256836
	Iteration 75Q: 3 clusters Score -3436952 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -3437021.500000 Penalty: 5113.256836
	Iteration 76Q: 3 clusters Score -3437022 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -3437106.000000 Penalty: 5113.256836
	Iteration 77Q: 3 clusters Score -3437106 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -3437204.500000 Penalty: 5113.256836
	Iteration 78Q: 3 clusters Score -3437204 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -3437293.750000 Penalty: 5113.256836
	Iteration 79Q: 3 clusters Score -3437294 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3437358.250000 Penalty: 5113.256836
	Iteration 80F: 3 clusters Score -3437358 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -3437449.250000 Penalty: 5113.256836
	Iteration 81Q: 3 clusters Score -3437449 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -3437510.250000 Penalty: 5113.256836
	Iteration 82Q: 3 clusters Score -3437510 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3437582.000000 Penalty: 5113.256836
	Iteration 83Q: 3 clusters Score -3437582 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -3437632.500000 Penalty: 5113.256836
	Iteration 84Q: 3 clusters Score -3437632 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -3437664.500000 Penalty: 5113.256836
	Iteration 85Q: 3 clusters Score -3437664 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -3437690.000000 Penalty: 5113.256836
	Iteration 86Q: 3 clusters Score -3437690 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -3437718.750000 Penalty: 5113.256836
	Iteration 87Q: 3 clusters Score -3437719 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -3437733.000000 Penalty: 5113.256836
	Iteration 88Q: 3 clusters Score -3437733 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -3437761.500000 Penalty: 5113.256836
	Iteration 89Q: 3 clusters Score -3437762 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3437772.000000 Penalty: 5113.256836
	Iteration 90Q: 3 clusters Score -3437772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3437787.000000 Penalty: 5113.256836
	Iteration 91Q: 3 clusters Score -3437787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3437797.750000 Penalty: 5113.256836
	Iteration 92Q: 3 clusters Score -3437798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -3437794.750000 Penalty: 5113.256836
	Iteration 93Q: 3 clusters Score -3437795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3437808.500000 Penalty: 5113.256836
	Iteration 94Q: 3 clusters Score -3437808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3437808.250000 Penalty: 5113.256836
	Iteration 95Q: 3 clusters Score -3437808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -3437809.250000 Penalty: 5113.256836
	Iteration 96Q: 3 clusters Score -3437809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -3437820.000000 Penalty: 5113.256836
	Iteration 97Q: 3 clusters Score -3437820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -3437816.750000 Penalty: 5113.256836
	Iteration 98Q: 3 clusters Score -3437817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3437825.750000 Penalty: 5113.256836
	Iteration 99Q: 3 clusters Score -3437826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3437827.000000 Penalty: 5113.256836
	Iteration 100F: 3 clusters Score -3437827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3437826.000000 Penalty: 5113.256836
	Iteration 101Q: 3 clusters Score -3437826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -3437828.250000 Penalty: 5113.256836
	Iteration 102Q: 3 clusters Score -3437828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3437839.250000 Penalty: 5113.256836
	Iteration 103Q: 3 clusters Score -3437839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3437841.750000 Penalty: 5113.256836
	Iteration 104Q: 3 clusters Score -3437842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3437844.500000 Penalty: 5113.256836
	Iteration 105Q: 3 clusters Score -3437844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3437840.000000 Penalty: 5113.256836
	Iteration 106Q: 3 clusters Score -3437840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3437844.000000 Penalty: 5113.256836
	Iteration 107Q: 3 clusters Score -3437844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3437845.000000 Penalty: 5113.256836
	Iteration 108Q: 3 clusters Score -3437845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3437844.250000 Penalty: 5113.256836
	Iteration 109Q: 3 clusters Score -3437844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3437841.500000 Penalty: 5113.256836
	Iteration 110Q: 3 clusters Score -3437842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3437846.000000 Penalty: 5113.256836
	Iteration 111Q: 3 clusters Score -3437846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3437847.250000 Penalty: 5113.256836
	Iteration 112Q: 3 clusters Score -3437847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3437845.750000 Penalty: 5113.256836
	Iteration 113Q: 3 clusters Score -3437846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3437846.500000 Penalty: 5113.256836
	Iteration 114Q: 3 clusters Score -3437846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3437852.250000 Penalty: 5113.256836
	Iteration 115Q: 3 clusters Score -3437852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3437853.500000 Penalty: 5113.256836
	Iteration 116Q: 3 clusters Score -3437854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3437853.250000 Penalty: 5113.256836
	Iteration 117Q: 3 clusters Score -3437853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3437855.500000 Penalty: 5113.256836
	Iteration 118Q: 3 clusters Score -3437856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -3437856.750000 Penalty: 5113.256836
	Iteration 119Q: 3 clusters Score -3437857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3437854.500000 Penalty: 5113.256836
	Iteration 120F: 3 clusters Score -3437854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -3437855.750000 Penalty: 5113.256836
	Iteration 121Q: 3 clusters Score -3437856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3437855.000000 Penalty: 5113.256836
	Iteration 122Q: 3 clusters Score -3437855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3437855.250000 Penalty: 5113.256836
	Iteration 123Q: 3 clusters Score -3437855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3437857.750000 Penalty: 5113.256836
	Iteration 124Q: 3 clusters Score -3437858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -3437855.250000 Penalty: 5113.256836
	Iteration 125Q: 3 clusters Score -3437855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3437855.750000 Penalty: 5113.256836
	Iteration 126Q: 3 clusters Score -3437856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3437860.000000 Penalty: 5113.256836
	Iteration 127Q: 3 clusters Score -3437860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3437859.750000 Penalty: 5113.256836
	Iteration 128Q: 3 clusters Score -3437860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3437860.000000 Penalty: 5113.256836
	Iteration 129Q: 3 clusters Score -3437860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3437860.000000 Penalty: 5113.256836
	Iteration 130F: 3 clusters Score -3437860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Entering Unmasked Estep 
Score: -1037452.937500 Penalty: 2258.034912
	Iteration 0F: 2 clusters Score -1037453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1030360.812500 Penalty: 4516.069824
	Iteration 0F: 3 clusters Score -1030361 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1032517.812500 Penalty: 4516.069824
	Iteration 1F: 3 clusters Score -1032518 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1032947.750000 Penalty: 4516.069824
	Iteration 2F: 3 clusters Score -1032948 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1033260.750000 Penalty: 4516.069824
	Iteration 3F: 3 clusters Score -1033261 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1033496.125000 Penalty: 4516.069824
	Iteration 4Q: 3 clusters Score -1033496 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1033717.625000 Penalty: 4516.069824
	Iteration 5Q: 3 clusters Score -1033718 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1033887.875000 Penalty: 4516.069824
	Iteration 6Q: 3 clusters Score -1033888 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1034006.437500 Penalty: 4516.069824
	Iteration 7Q: 3 clusters Score -1034006 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1034091.625000 Penalty: 4516.069824
	Iteration 8Q: 3 clusters Score -1034092 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1034193.187500 Penalty: 4516.069824
	Iteration 9Q: 3 clusters Score -1034193 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1034285.437500 Penalty: 4516.069824
	Iteration 10Q: 3 clusters Score -1034285 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1034375.437500 Penalty: 4516.069824
	Iteration 11Q: 3 clusters Score -1034375 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1034495.875000 Penalty: 4516.069824
	Iteration 12Q: 3 clusters Score -1034496 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1034631.437500 Penalty: 4516.069824
	Iteration 13Q: 3 clusters Score -1034631 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1034762.562500 Penalty: 4516.069824
	Iteration 14Q: 3 clusters Score -1034763 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1034895.375000 Penalty: 4516.069824
	Iteration 15Q: 3 clusters Score -1034895 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1035017.062500 Penalty: 4516.069824
	Iteration 16Q: 3 clusters Score -1035017 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1035129.687500 Penalty: 4516.069824
	Iteration 17Q: 3 clusters Score -1035130 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1035215.562500 Penalty: 4516.069824
	Iteration 18Q: 3 clusters Score -1035216 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1035292.812500 Penalty: 4516.069824
	Iteration 19Q: 3 clusters Score -1035293 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1035373.250000 Penalty: 4516.069824
	Iteration 20F: 3 clusters Score -1035373 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1035443.875000 Penalty: 4516.069824
	Iteration 21Q: 3 clusters Score -1035444 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1035497.687500 Penalty: 4516.069824
	Iteration 22Q: 3 clusters Score -1035498 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1035533.500000 Penalty: 4516.069824
	Iteration 23Q: 3 clusters Score -1035534 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1035563.125000 Penalty: 4516.069824
	Iteration 24Q: 3 clusters Score -1035563 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1035585.000000 Penalty: 4516.069824
	Iteration 25Q: 3 clusters Score -1035585 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1035600.500000 Penalty: 4516.069824
	Iteration 26Q: 3 clusters Score -1035600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1035605.875000 Penalty: 4516.069824
	Iteration 27Q: 3 clusters Score -1035606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1035617.437500 Penalty: 4516.069824
	Iteration 28Q: 3 clusters Score -1035617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1035619.562500 Penalty: 4516.069824
	Iteration 29Q: 3 clusters Score -1035620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1035624.937500 Penalty: 4516.069824
	Iteration 30Q: 3 clusters Score -1035625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1035630.937500 Penalty: 4516.069824
	Iteration 31Q: 3 clusters Score -1035631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1035637.187500 Penalty: 4516.069824
	Iteration 32Q: 3 clusters Score -1035637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1035642.437500 Penalty: 4516.069824
	Iteration 33Q: 3 clusters Score -1035642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1035647.875000 Penalty: 4516.069824
	Iteration 34Q: 3 clusters Score -1035648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1035654.812500 Penalty: 4516.069824
	Iteration 35Q: 3 clusters Score -1035655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1035659.875000 Penalty: 4516.069824
	Iteration 36Q: 3 clusters Score -1035660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1035666.812500 Penalty: 4516.069824
	Iteration 37Q: 3 clusters Score -1035667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1035676.000000 Penalty: 4516.069824
	Iteration 38Q: 3 clusters Score -1035676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1035682.875000 Penalty: 4516.069824
	Iteration 39Q: 3 clusters Score -1035683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1035684.187500 Penalty: 4516.069824
	Iteration 40F: 3 clusters Score -1035684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1035690.187500 Penalty: 4516.069824
	Iteration 41Q: 3 clusters Score -1035690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1035692.875000 Penalty: 4516.069824
	Iteration 42Q: 3 clusters Score -1035693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1035697.812500 Penalty: 4516.069824
	Iteration 43Q: 3 clusters Score -1035698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1035699.687500 Penalty: 4516.069824
	Iteration 44Q: 3 clusters Score -1035700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1035703.062500 Penalty: 4516.069824
	Iteration 45Q: 3 clusters Score -1035703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1035707.625000 Penalty: 4516.069824
	Iteration 46Q: 3 clusters Score -1035708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1035710.875000 Penalty: 4516.069824
	Iteration 47Q: 3 clusters Score -1035711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1035714.312500 Penalty: 4516.069824
	Iteration 48Q: 3 clusters Score -1035714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1035716.875000 Penalty: 4516.069824
	Iteration 49Q: 3 clusters Score -1035717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1035721.500000 Penalty: 4516.069824
	Iteration 50Q: 3 clusters Score -1035722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1035723.187500 Penalty: 4516.069824
	Iteration 51Q: 3 clusters Score -1035723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1035723.000000 Penalty: 4516.069824
	Iteration 52Q: 3 clusters Score -1035723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1035726.937500 Penalty: 4516.069824
	Iteration 53Q: 3 clusters Score -1035727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1035728.687500 Penalty: 4516.069824
	Iteration 54Q: 3 clusters Score -1035729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1035732.500000 Penalty: 4516.069824
	Iteration 55Q: 3 clusters Score -1035732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1035733.437500 Penalty: 4516.069824
	Iteration 56Q: 3 clusters Score -1035733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1035738.437500 Penalty: 4516.069824
	Iteration 57Q: 3 clusters Score -1035738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1035741.562500 Penalty: 4516.069824
	Iteration 58Q: 3 clusters Score -1035742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1035744.312500 Penalty: 4516.069824
	Iteration 59Q: 3 clusters Score -1035744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1035743.562500 Penalty: 4516.069824
	Iteration 60F: 3 clusters Score -1035744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1035747.562500 Penalty: 4516.069824
	Iteration 61Q: 3 clusters Score -1035748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1035747.750000 Penalty: 4516.069824
	Iteration 62Q: 3 clusters Score -1035748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1035745.437500 Penalty: 4516.069824
	Iteration 63Q: 3 clusters Score -1035745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1035744.750000 Penalty: 4516.069824
	Iteration 64Q: 3 clusters Score -1035745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1035746.625000 Penalty: 4516.069824
	Iteration 65Q: 3 clusters Score -1035747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1035747.562500 Penalty: 4516.069824
	Iteration 66Q: 3 clusters Score -1035748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1035748.687500 Penalty: 4516.069824
	Iteration 67Q: 3 clusters Score -1035749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1035748.500000 Penalty: 4516.069824
	Iteration 68Q: 3 clusters Score -1035748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1035752.625000 Penalty: 4516.069824
	Iteration 69Q: 3 clusters Score -1035753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1035750.812500 Penalty: 4516.069824
	Iteration 70Q: 3 clusters Score -1035751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1035751.750000 Penalty: 4516.069824
	Iteration 71Q: 3 clusters Score -1035752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1035753.812500 Penalty: 4516.069824
	Iteration 72Q: 3 clusters Score -1035754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1035753.875000 Penalty: 4516.069824
	Iteration 73Q: 3 clusters Score -1035754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1035752.687500 Penalty: 4516.069824
	Iteration 74Q: 3 clusters Score -1035753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1035755.187500 Penalty: 4516.069824
	Iteration 75Q: 3 clusters Score -1035755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1035755.812500 Penalty: 4516.069824
	Iteration 76Q: 3 clusters Score -1035756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1035758.812500 Penalty: 4516.069824
	Iteration 77Q: 3 clusters Score -1035759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1035760.687500 Penalty: 4516.069824
	Iteration 78Q: 3 clusters Score -1035761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1035759.000000 Penalty: 4516.069824
	Iteration 79Q: 3 clusters Score -1035759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1035762.437500 Penalty: 4516.069824
	Iteration 80F: 3 clusters Score -1035762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1035762.125000 Penalty: 4516.069824
	Iteration 81Q: 3 clusters Score -1035762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1035762.375000 Penalty: 4516.069824
	Iteration 82Q: 3 clusters Score -1035762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1035760.750000 Penalty: 4516.069824
	Iteration 83Q: 3 clusters Score -1035761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1035761.875000 Penalty: 4516.069824
	Iteration 84Q: 3 clusters Score -1035762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1035761.875000 Penalty: 4516.069824
	Iteration 85F: 3 clusters Score -1035762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (68038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68038 members 
Entering Unmasked Estep 
Score: -8344379.000000 Penalty: 2759.699951
	Iteration 0F: 2 clusters Score -8344379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -8298828.000000 Penalty: 5519.399902
	Iteration 0F: 3 clusters Score -8298828 nChanged 31792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -8316997.000000 Penalty: 5519.399902
	Iteration 1F: 3 clusters Score -8316997 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -8317947.000000 Penalty: 5519.399902
	Iteration 2Q: 3 clusters Score -8317947 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -8319057.000000 Penalty: 5519.399902
	Iteration 3Q: 3 clusters Score -8319057 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -8320375.000000 Penalty: 5519.399902
	Iteration 4Q: 3 clusters Score -8320375 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -8322001.500000 Penalty: 5519.399902
	Iteration 5Q: 3 clusters Score -8322002 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -8324123.000000 Penalty: 5519.399902
	Iteration 6F: 3 clusters Score -8324123 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -8326810.500000 Penalty: 5519.399902
	Iteration 7F: 3 clusters Score -8326810 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -8329829.500000 Penalty: 5519.399902
	Iteration 8F: 3 clusters Score -8329830 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -8332726.500000 Penalty: 5519.399902
	Iteration 9F: 3 clusters Score -8332726 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 58458 members 
Entering Unmasked Estep 
Score: -8335305.000000 Penalty: 5519.399902
	Iteration 10Q: 3 clusters Score -8335305 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 61121 members 
Entering Unmasked Estep 
Score: -8337423.000000 Penalty: 5519.399902
	Iteration 11Q: 3 clusters Score -8337423 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 63169 members 
Entering Unmasked Estep 
Score: -8338905.500000 Penalty: 5519.399902
	Iteration 12Q: 3 clusters Score -8338906 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 64628 members 
Entering Unmasked Estep 
Score: -8339962.500000 Penalty: 5519.399902
	Iteration 13Q: 3 clusters Score -8339962 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 65647 members 
Entering Unmasked Estep 
Score: -8340682.500000 Penalty: 5519.399902
	Iteration 14Q: 3 clusters Score -8340682 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 66307 members 
Entering Unmasked Estep 
Score: -8341142.500000 Penalty: 5519.399902
	Iteration 15Q: 3 clusters Score -8341142 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 66727 members 
Entering Unmasked Estep 
Score: -8341415.000000 Penalty: 5519.399902
	Iteration 16Q: 3 clusters Score -8341415 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 66994 members 
Entering Unmasked Estep 
Score: -8341599.000000 Penalty: 5519.399902
	Iteration 17Q: 3 clusters Score -8341599 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 67145 members 
Entering Unmasked Estep 
Score: -8341692.500000 Penalty: 5519.399902
	Iteration 18Q: 3 clusters Score -8341692 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 67251 members 
Entering Unmasked Estep 
Score: -8341786.500000 Penalty: 5519.399902
	Iteration 19Q: 3 clusters Score -8341786 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 67329 members 
Entering Unmasked Estep 
Score: -8341856.500000 Penalty: 5519.399902
	Iteration 20F: 3 clusters Score -8341856 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -8341912.500000 Penalty: 5519.399902
	Iteration 21Q: 3 clusters Score -8341912 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 67416 members 
Entering Unmasked Estep 
Score: -8341953.500000 Penalty: 5519.399902
	Iteration 22Q: 3 clusters Score -8341954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 67435 members 
Entering Unmasked Estep 
Score: -8341963.000000 Penalty: 5519.399902
	Iteration 23Q: 3 clusters Score -8341963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 67449 members 
Entering Unmasked Estep 
Score: -8341980.000000 Penalty: 5519.399902
	Iteration 24Q: 3 clusters Score -8341980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 67461 members 
Entering Unmasked Estep 
Score: -8341987.000000 Penalty: 5519.399902
	Iteration 25Q: 3 clusters Score -8341987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 67475 members 
Entering Unmasked Estep 
Score: -8342001.000000 Penalty: 5519.399902
	Iteration 26Q: 3 clusters Score -8342001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 67486 members 
Entering Unmasked Estep 
Score: -8342009.000000 Penalty: 5519.399902
	Iteration 27Q: 3 clusters Score -8342009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 67492 members 
Entering Unmasked Estep 
Score: -8342017.500000 Penalty: 5519.399902
	Iteration 28Q: 3 clusters Score -8342018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 67502 members 
Entering Unmasked Estep 
Score: -8342019.500000 Penalty: 5519.399902
	Iteration 29Q: 3 clusters Score -8342020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 67508 members 
Entering Unmasked Estep 
Score: -8342027.500000 Penalty: 5519.399902
	Iteration 30Q: 3 clusters Score -8342028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 67513 members 
Entering Unmasked Estep 
Score: -8342034.000000 Penalty: 5519.399902
	Iteration 31Q: 3 clusters Score -8342034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 67514 members 
Entering Unmasked Estep 
Score: -8342038.500000 Penalty: 5519.399902
	Iteration 32Q: 3 clusters Score -8342038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 67518 members 
Entering Unmasked Estep 
Score: -8342044.500000 Penalty: 5519.399902
	Iteration 33Q: 3 clusters Score -8342044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 67521 members 
Entering Unmasked Estep 
Score: -8342043.000000 Penalty: 5519.399902
	Iteration 34Q: 3 clusters Score -8342043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 67526 members 
Entering Unmasked Estep 
Score: -8342042.000000 Penalty: 5519.399902
	Iteration 35Q: 3 clusters Score -8342042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 67528 members 
Entering Unmasked Estep 
Score: -8342046.000000 Penalty: 5519.399902
	Iteration 36Q: 3 clusters Score -8342046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 67537 members 
Entering Unmasked Estep 
Score: -8342052.000000 Penalty: 5519.399902
	Iteration 37Q: 3 clusters Score -8342052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 67543 members 
Entering Unmasked Estep 
Score: -8342067.000000 Penalty: 5519.399902
	Iteration 38Q: 3 clusters Score -8342067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 67549 members 
Entering Unmasked Estep 
Score: -8342082.500000 Penalty: 5519.399902
	Iteration 39Q: 3 clusters Score -8342082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 67553 members 
Entering Unmasked Estep 
Score: -8342083.000000 Penalty: 5519.399902
	Iteration 40F: 3 clusters Score -8342083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 67554 members 
Entering Unmasked Estep 
Score: -8342098.000000 Penalty: 5519.399902
	Iteration 41Q: 3 clusters Score -8342098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 67559 members 
Entering Unmasked Estep 
Score: -8342098.500000 Penalty: 5519.399902
	Iteration 42Q: 3 clusters Score -8342098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 67565 members 
Entering Unmasked Estep 
Score: -8342109.000000 Penalty: 5519.399902
	Iteration 43Q: 3 clusters Score -8342109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 67568 members 
Entering Unmasked Estep 
Score: -8342116.000000 Penalty: 5519.399902
	Iteration 44Q: 3 clusters Score -8342116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 67568 members 
Entering Unmasked Estep 
Score: -8342122.500000 Penalty: 5519.399902
	Iteration 45Q: 3 clusters Score -8342122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 67568 members 
Entering Unmasked Estep 
Score: -8342119.000000 Penalty: 5519.399902
	Iteration 46Q: 3 clusters Score -8342119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 67568 members 
Entering Unmasked Estep 
Score: -8342119.000000 Penalty: 5519.399902
	Iteration 47F: 3 clusters Score -8342119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Entering Unmasked Estep 
Score: -1170895.125000 Penalty: 2277.885498
	Iteration 0F: 2 clusters Score -1170895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1163380.750000 Penalty: 4555.770996
	Iteration 0F: 3 clusters Score -1163381 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1165560.625000 Penalty: 4555.770996
	Iteration 1F: 3 clusters Score -1165561 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1165839.625000 Penalty: 4555.770996
	Iteration 2F: 3 clusters Score -1165840 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1166033.250000 Penalty: 4555.770996
	Iteration 3Q: 3 clusters Score -1166033 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1166194.875000 Penalty: 4555.770996
	Iteration 4Q: 3 clusters Score -1166195 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1166338.500000 Penalty: 4555.770996
	Iteration 5Q: 3 clusters Score -1166338 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1166464.000000 Penalty: 4555.770996
	Iteration 6Q: 3 clusters Score -1166464 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1166584.625000 Penalty: 4555.770996
	Iteration 7Q: 3 clusters Score -1166585 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1166706.375000 Penalty: 4555.770996
	Iteration 8Q: 3 clusters Score -1166706 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1166842.750000 Penalty: 4555.770996
	Iteration 9Q: 3 clusters Score -1166843 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1166980.625000 Penalty: 4555.770996
	Iteration 10Q: 3 clusters Score -1166981 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1167160.500000 Penalty: 4555.770996
	Iteration 11Q: 3 clusters Score -1167160 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1167367.750000 Penalty: 4555.770996
	Iteration 12Q: 3 clusters Score -1167368 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1167622.875000 Penalty: 4555.770996
	Iteration 13Q: 3 clusters Score -1167623 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1167836.625000 Penalty: 4555.770996
	Iteration 14Q: 3 clusters Score -1167837 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1168017.750000 Penalty: 4555.770996
	Iteration 15Q: 3 clusters Score -1168018 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1168153.875000 Penalty: 4555.770996
	Iteration 16Q: 3 clusters Score -1168154 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1168268.500000 Penalty: 4555.770996
	Iteration 17Q: 3 clusters Score -1168268 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1168351.250000 Penalty: 4555.770996
	Iteration 18Q: 3 clusters Score -1168351 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1168399.125000 Penalty: 4555.770996
	Iteration 19Q: 3 clusters Score -1168399 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1168435.875000 Penalty: 4555.770996
	Iteration 20F: 3 clusters Score -1168436 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1168459.500000 Penalty: 4555.770996
	Iteration 21Q: 3 clusters Score -1168460 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1168481.875000 Penalty: 4555.770996
	Iteration 22Q: 3 clusters Score -1168482 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1168495.875000 Penalty: 4555.770996
	Iteration 23Q: 3 clusters Score -1168496 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1168502.750000 Penalty: 4555.770996
	Iteration 24Q: 3 clusters Score -1168503 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1168514.000000 Penalty: 4555.770996
	Iteration 25Q: 3 clusters Score -1168514 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1168520.625000 Penalty: 4555.770996
	Iteration 26Q: 3 clusters Score -1168521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1168525.625000 Penalty: 4555.770996
	Iteration 27Q: 3 clusters Score -1168526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1168534.750000 Penalty: 4555.770996
	Iteration 28Q: 3 clusters Score -1168535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1168538.500000 Penalty: 4555.770996
	Iteration 29Q: 3 clusters Score -1168538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1168538.500000 Penalty: 4555.770996
	Iteration 30Q: 3 clusters Score -1168538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1168542.625000 Penalty: 4555.770996
	Iteration 31Q: 3 clusters Score -1168543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1168540.000000 Penalty: 4555.770996
	Iteration 32Q: 3 clusters Score -1168540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1168544.250000 Penalty: 4555.770996
	Iteration 33Q: 3 clusters Score -1168544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1168545.625000 Penalty: 4555.770996
	Iteration 34Q: 3 clusters Score -1168546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1168545.250000 Penalty: 4555.770996
	Iteration 35Q: 3 clusters Score -1168545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1168543.875000 Penalty: 4555.770996
	Iteration 36Q: 3 clusters Score -1168544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1168543.875000 Penalty: 4555.770996
	Iteration 37F: 3 clusters Score -1168544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Entering Unmasked Estep 
Score: -4706674.000000 Penalty: 2618.112549
	Iteration 0F: 2 clusters Score -4706674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -4680809.500000 Penalty: 5236.225098
	Iteration 0F: 3 clusters Score -4680810 nChanged 17439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -4690215.000000 Penalty: 5236.225098
	Iteration 1F: 3 clusters Score -4690215 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -4690703.500000 Penalty: 5236.225098
	Iteration 2Q: 3 clusters Score -4690704 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -4691190.000000 Penalty: 5236.225098
	Iteration 3Q: 3 clusters Score -4691190 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -4691680.000000 Penalty: 5236.225098
	Iteration 4Q: 3 clusters Score -4691680 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -4692312.000000 Penalty: 5236.225098
	Iteration 5Q: 3 clusters Score -4692312 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -4692942.500000 Penalty: 5236.225098
	Iteration 6Q: 3 clusters Score -4692942 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -4693720.500000 Penalty: 5236.225098
	Iteration 7Q: 3 clusters Score -4693720 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -4694690.500000 Penalty: 5236.225098
	Iteration 8F: 3 clusters Score -4694690 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -4695832.500000 Penalty: 5236.225098
	Iteration 9F: 3 clusters Score -4695832 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -4697180.500000 Penalty: 5236.225098
	Iteration 10F: 3 clusters Score -4697180 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -4698582.000000 Penalty: 5236.225098
	Iteration 11F: 3 clusters Score -4698582 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -4699913.500000 Penalty: 5236.225098
	Iteration 12F: 3 clusters Score -4699914 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -4701063.000000 Penalty: 5236.225098
	Iteration 13Q: 3 clusters Score -4701063 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -4701993.000000 Penalty: 5236.225098
	Iteration 14Q: 3 clusters Score -4701993 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -4702722.000000 Penalty: 5236.225098
	Iteration 15Q: 3 clusters Score -4702722 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -4703255.500000 Penalty: 5236.225098
	Iteration 16Q: 3 clusters Score -4703256 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4703697.000000 Penalty: 5236.225098
	Iteration 17Q: 3 clusters Score -4703697 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4703991.500000 Penalty: 5236.225098
	Iteration 18Q: 3 clusters Score -4703992 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4704162.000000 Penalty: 5236.225098
	Iteration 19Q: 3 clusters Score -4704162 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4704328.000000 Penalty: 5236.225098
	Iteration 20F: 3 clusters Score -4704328 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4704405.500000 Penalty: 5236.225098
	Iteration 21Q: 3 clusters Score -4704406 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4704465.500000 Penalty: 5236.225098
	Iteration 22Q: 3 clusters Score -4704466 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4704508.500000 Penalty: 5236.225098
	Iteration 23Q: 3 clusters Score -4704508 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4704532.000000 Penalty: 5236.225098
	Iteration 24Q: 3 clusters Score -4704532 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4704566.000000 Penalty: 5236.225098
	Iteration 25Q: 3 clusters Score -4704566 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4704577.500000 Penalty: 5236.225098
	Iteration 26Q: 3 clusters Score -4704578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4704595.000000 Penalty: 5236.225098
	Iteration 27Q: 3 clusters Score -4704595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4704596.500000 Penalty: 5236.225098
	Iteration 28Q: 3 clusters Score -4704596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4704613.500000 Penalty: 5236.225098
	Iteration 29Q: 3 clusters Score -4704614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4704621.500000 Penalty: 5236.225098
	Iteration 30Q: 3 clusters Score -4704622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4704620.500000 Penalty: 5236.225098
	Iteration 31Q: 3 clusters Score -4704620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4704623.500000 Penalty: 5236.225098
	Iteration 32Q: 3 clusters Score -4704624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4704622.500000 Penalty: 5236.225098
	Iteration 33Q: 3 clusters Score -4704622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4704624.500000 Penalty: 5236.225098
	Iteration 34Q: 3 clusters Score -4704624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4704625.500000 Penalty: 5236.225098
	Iteration 35Q: 3 clusters Score -4704626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4704629.000000 Penalty: 5236.225098
	Iteration 36Q: 3 clusters Score -4704629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4704631.500000 Penalty: 5236.225098
	Iteration 37Q: 3 clusters Score -4704632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4704628.500000 Penalty: 5236.225098
	Iteration 38Q: 3 clusters Score -4704628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4704628.500000 Penalty: 5236.225098
	Iteration 39F: 3 clusters Score -4704628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -79574.054688 Penalty: 1624.313354
	Iteration 0F: 2 clusters Score -79574.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -77865.554688 Penalty: 3248.626709
	Iteration 0F: 3 clusters Score -77865.55 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -78111.351562 Penalty: 3248.626709
	Iteration 1F: 3 clusters Score -78111.35 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -78191.539062 Penalty: 3248.626709
	Iteration 2F: 3 clusters Score -78191.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -78219.187500 Penalty: 3248.626709
	Iteration 3Q: 3 clusters Score -78219.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78227.757812 Penalty: 3248.626709
	Iteration 4Q: 3 clusters Score -78227.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -78240.468750 Penalty: 3248.626709
	Iteration 5Q: 3 clusters Score -78240.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -78246.335938 Penalty: 3248.626709
	Iteration 6Q: 3 clusters Score -78246.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -78247.492188 Penalty: 3248.626709
	Iteration 7Q: 3 clusters Score -78247.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78248.179688 Penalty: 3248.626709
	Iteration 8Q: 3 clusters Score -78248.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78248.179688 Penalty: 3248.626709
	Iteration 9F: 3 clusters Score -78248.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (27509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Entering Unmasked Estep 
Score: -3369156.000000 Penalty: 2535.122559
	Iteration 0F: 2 clusters Score -3369156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -3350187.500000 Penalty: 5070.245117
	Iteration 0F: 3 clusters Score -3350188 nChanged 12334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -3356896.000000 Penalty: 5070.245117
	Iteration 1F: 3 clusters Score -3356896 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -3357707.500000 Penalty: 5070.245117
	Iteration 2F: 3 clusters Score -3357708 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -3358743.500000 Penalty: 5070.245117
	Iteration 3F: 3 clusters Score -3358744 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -3360160.250000 Penalty: 5070.245117
	Iteration 4F: 3 clusters Score -3360160 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -3361794.500000 Penalty: 5070.245117
	Iteration 5F: 3 clusters Score -3361794 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -3363405.250000 Penalty: 5070.245117
	Iteration 6F: 3 clusters Score -3363405 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -3364632.250000 Penalty: 5070.245117
	Iteration 7F: 3 clusters Score -3364632 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -3365439.250000 Penalty: 5070.245117
	Iteration 8Q: 3 clusters Score -3365439 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -3365960.250000 Penalty: 5070.245117
	Iteration 9Q: 3 clusters Score -3365960 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -3366333.500000 Penalty: 5070.245117
	Iteration 10Q: 3 clusters Score -3366334 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -3366539.000000 Penalty: 5070.245117
	Iteration 11Q: 3 clusters Score -3366539 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -3366663.750000 Penalty: 5070.245117
	Iteration 12Q: 3 clusters Score -3366664 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -3366731.500000 Penalty: 5070.245117
	Iteration 13Q: 3 clusters Score -3366732 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -3366770.250000 Penalty: 5070.245117
	Iteration 14Q: 3 clusters Score -3366770 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -3366797.000000 Penalty: 5070.245117
	Iteration 15Q: 3 clusters Score -3366797 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -3366834.750000 Penalty: 5070.245117
	Iteration 16Q: 3 clusters Score -3366835 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -3366855.500000 Penalty: 5070.245117
	Iteration 17Q: 3 clusters Score -3366856 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -3366873.250000 Penalty: 5070.245117
	Iteration 18Q: 3 clusters Score -3366873 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -3366899.750000 Penalty: 5070.245117
	Iteration 19Q: 3 clusters Score -3366900 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -3366926.000000 Penalty: 5070.245117
	Iteration 20F: 3 clusters Score -3366926 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -3366937.000000 Penalty: 5070.245117
	Iteration 21Q: 3 clusters Score -3366937 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -3366951.500000 Penalty: 5070.245117
	Iteration 22Q: 3 clusters Score -3366952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3366965.000000 Penalty: 5070.245117
	Iteration 23Q: 3 clusters Score -3366965 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -3366971.000000 Penalty: 5070.245117
	Iteration 24Q: 3 clusters Score -3366971 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -3366987.000000 Penalty: 5070.245117
	Iteration 25Q: 3 clusters Score -3366987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -3366988.750000 Penalty: 5070.245117
	Iteration 26Q: 3 clusters Score -3366989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -3366998.750000 Penalty: 5070.245117
	Iteration 27Q: 3 clusters Score -3366999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -3367009.000000 Penalty: 5070.245117
	Iteration 28Q: 3 clusters Score -3367009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -3367005.750000 Penalty: 5070.245117
	Iteration 29Q: 3 clusters Score -3367006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -3367015.250000 Penalty: 5070.245117
	Iteration 30Q: 3 clusters Score -3367015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -3367023.000000 Penalty: 5070.245117
	Iteration 31Q: 3 clusters Score -3367023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -3367026.500000 Penalty: 5070.245117
	Iteration 32Q: 3 clusters Score -3367026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -3367027.000000 Penalty: 5070.245117
	Iteration 33Q: 3 clusters Score -3367027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -3367024.250000 Penalty: 5070.245117
	Iteration 34Q: 3 clusters Score -3367024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -3367023.000000 Penalty: 5070.245117
	Iteration 35Q: 3 clusters Score -3367023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -3367026.000000 Penalty: 5070.245117
	Iteration 36Q: 3 clusters Score -3367026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -3367026.500000 Penalty: 5070.245117
	Iteration 37Q: 3 clusters Score -3367026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -3367032.750000 Penalty: 5070.245117
	Iteration 38Q: 3 clusters Score -3367033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -3367033.250000 Penalty: 5070.245117
	Iteration 39Q: 3 clusters Score -3367033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -3367037.500000 Penalty: 5070.245117
	Iteration 40F: 3 clusters Score -3367038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -3367038.500000 Penalty: 5070.245117
	Iteration 41Q: 3 clusters Score -3367038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -3367046.250000 Penalty: 5070.245117
	Iteration 42Q: 3 clusters Score -3367046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -3367047.250000 Penalty: 5070.245117
	Iteration 43Q: 3 clusters Score -3367047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -3367045.000000 Penalty: 5070.245117
	Iteration 44Q: 3 clusters Score -3367045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -3367051.250000 Penalty: 5070.245117
	Iteration 45Q: 3 clusters Score -3367051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -3367050.750000 Penalty: 5070.245117
	Iteration 46Q: 3 clusters Score -3367051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -3367051.250000 Penalty: 5070.245117
	Iteration 47Q: 3 clusters Score -3367051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -3367059.000000 Penalty: 5070.245117
	Iteration 48Q: 3 clusters Score -3367059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -3367065.250000 Penalty: 5070.245117
	Iteration 49Q: 3 clusters Score -3367065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -3367071.000000 Penalty: 5070.245117
	Iteration 50Q: 3 clusters Score -3367071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -3367074.750000 Penalty: 5070.245117
	Iteration 51Q: 3 clusters Score -3367075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -3367077.250000 Penalty: 5070.245117
	Iteration 52Q: 3 clusters Score -3367077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -3367081.500000 Penalty: 5070.245117
	Iteration 53Q: 3 clusters Score -3367082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -3367089.500000 Penalty: 5070.245117
	Iteration 54Q: 3 clusters Score -3367090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -3367094.250000 Penalty: 5070.245117
	Iteration 55Q: 3 clusters Score -3367094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -3367093.250000 Penalty: 5070.245117
	Iteration 56Q: 3 clusters Score -3367093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -3367097.500000 Penalty: 5070.245117
	Iteration 57Q: 3 clusters Score -3367098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -3367094.500000 Penalty: 5070.245117
	Iteration 58Q: 3 clusters Score -3367094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -3367102.000000 Penalty: 5070.245117
	Iteration 59Q: 3 clusters Score -3367102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -3367115.500000 Penalty: 5070.245117
	Iteration 60F: 3 clusters Score -3367116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -3367117.750000 Penalty: 5070.245117
	Iteration 61Q: 3 clusters Score -3367118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -3367121.250000 Penalty: 5070.245117
	Iteration 62Q: 3 clusters Score -3367121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -3367126.000000 Penalty: 5070.245117
	Iteration 63Q: 3 clusters Score -3367126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -3367145.750000 Penalty: 5070.245117
	Iteration 64Q: 3 clusters Score -3367146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -3367164.250000 Penalty: 5070.245117
	Iteration 65Q: 3 clusters Score -3367164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -3367178.500000 Penalty: 5070.245117
	Iteration 66Q: 3 clusters Score -3367178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -3367212.000000 Penalty: 5070.245117
	Iteration 67Q: 3 clusters Score -3367212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -3367233.500000 Penalty: 5070.245117
	Iteration 68Q: 3 clusters Score -3367234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -3367262.000000 Penalty: 5070.245117
	Iteration 69Q: 3 clusters Score -3367262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -3367296.000000 Penalty: 5070.245117
	Iteration 70Q: 3 clusters Score -3367296 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -3367333.000000 Penalty: 5070.245117
	Iteration 71Q: 3 clusters Score -3367333 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -3367361.000000 Penalty: 5070.245117
	Iteration 72Q: 3 clusters Score -3367361 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -3367377.750000 Penalty: 5070.245117
	Iteration 73Q: 3 clusters Score -3367378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -3367386.500000 Penalty: 5070.245117
	Iteration 74Q: 3 clusters Score -3367386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -3367392.250000 Penalty: 5070.245117
	Iteration 75Q: 3 clusters Score -3367392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -3367399.750000 Penalty: 5070.245117
	Iteration 76Q: 3 clusters Score -3367400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -3367396.000000 Penalty: 5070.245117
	Iteration 77Q: 3 clusters Score -3367396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -3367395.500000 Penalty: 5070.245117
	Iteration 78Q: 3 clusters Score -3367396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -3367401.500000 Penalty: 5070.245117
	Iteration 79Q: 3 clusters Score -3367402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -3367407.250000 Penalty: 5070.245117
	Iteration 80F: 3 clusters Score -3367407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -3367409.500000 Penalty: 5070.245117
	Iteration 81Q: 3 clusters Score -3367410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -3367409.500000 Penalty: 5070.245117
	Iteration 82F: 3 clusters Score -3367410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -86717.867188 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -86717.87 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 376 members 
Entering Unmasked Estep 
Score: -85038.101562 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -85038.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85266.578125 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -85266.58 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -85329.218750 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -85329.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -85372.289062 Penalty: 3290.778320
	Iteration 3Q: 3 clusters Score -85372.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -85412.125000 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -85412.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -85431.132812 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -85431.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -85442.546875 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -85442.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -85456.421875 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -85456.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -85474.359375 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -85474.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -85499.117188 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -85499.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -85508.835938 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -85508.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -85515.695312 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -85515.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -85525.351562 Penalty: 3290.778320
	Iteration 12Q: 3 clusters Score -85525.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -85539.226562 Penalty: 3290.778320
	Iteration 13Q: 3 clusters Score -85539.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -85546.343750 Penalty: 3290.778320
	Iteration 14Q: 3 clusters Score -85546.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -85550.921875 Penalty: 3290.778320
	Iteration 15Q: 3 clusters Score -85550.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -85554.531250 Penalty: 3290.778320
	Iteration 16Q: 3 clusters Score -85554.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -85556.742188 Penalty: 3290.778320
	Iteration 17Q: 3 clusters Score -85556.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -85557.304688 Penalty: 3290.778320
	Iteration 18Q: 3 clusters Score -85557.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -85562.968750 Penalty: 3290.778320
	Iteration 19Q: 3 clusters Score -85562.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -85573.687500 Penalty: 3290.778320
	Iteration 20F: 3 clusters Score -85573.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -85597.195312 Penalty: 3290.778320
	Iteration 21Q: 3 clusters Score -85597.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -85635.046875 Penalty: 3290.778320
	Iteration 22Q: 3 clusters Score -85635.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -85661.054688 Penalty: 3290.778320
	Iteration 23Q: 3 clusters Score -85661.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -85684.953125 Penalty: 3290.778320
	Iteration 24Q: 3 clusters Score -85684.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -85716.367188 Penalty: 3290.778320
	Iteration 25Q: 3 clusters Score -85716.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -85738.265625 Penalty: 3290.778320
	Iteration 26Q: 3 clusters Score -85738.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -85767.312500 Penalty: 3290.778320
	Iteration 27Q: 3 clusters Score -85767.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -85808.093750 Penalty: 3290.778320
	Iteration 28Q: 3 clusters Score -85808.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -85841.804688 Penalty: 3290.778320
	Iteration 29Q: 3 clusters Score -85841.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -85880.531250 Penalty: 3290.778320
	Iteration 30Q: 3 clusters Score -85880.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -85914.429688 Penalty: 3290.778320
	Iteration 31Q: 3 clusters Score -85914.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -85938.843750 Penalty: 3290.778320
	Iteration 32Q: 3 clusters Score -85938.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -85945.015625 Penalty: 3290.778320
	Iteration 33Q: 3 clusters Score -85945.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -85958.210938 Penalty: 3290.778320
	Iteration 34Q: 3 clusters Score -85958.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -85976.820312 Penalty: 3290.778320
	Iteration 35Q: 3 clusters Score -85976.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -85995.671875 Penalty: 3290.778320
	Iteration 36Q: 3 clusters Score -85995.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -86006.757812 Penalty: 3290.778320
	Iteration 37Q: 3 clusters Score -86006.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -86019.203125 Penalty: 3290.778320
	Iteration 38Q: 3 clusters Score -86019.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -86030.914062 Penalty: 3290.778320
	Iteration 39Q: 3 clusters Score -86030.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -86039.500000 Penalty: 3290.778320
	Iteration 40F: 3 clusters Score -86039.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -86044.914062 Penalty: 3290.778320
	Iteration 41Q: 3 clusters Score -86044.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -86046.429688 Penalty: 3290.778320
	Iteration 42Q: 3 clusters Score -86046.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -86046.429688 Penalty: 3290.778320
	Iteration 43F: 3 clusters Score -86046.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Entering Unmasked Estep 
Score: -1542257.000000 Penalty: 2357.042236
	Iteration 0F: 2 clusters Score -1542257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1532496.500000 Penalty: 4714.084473
	Iteration 0F: 3 clusters Score -1532496 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1535579.500000 Penalty: 4714.084473
	Iteration 1F: 3 clusters Score -1535580 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1536092.250000 Penalty: 4714.084473
	Iteration 2F: 3 clusters Score -1536092 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1536473.625000 Penalty: 4714.084473
	Iteration 3F: 3 clusters Score -1536474 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1536742.125000 Penalty: 4714.084473
	Iteration 4Q: 3 clusters Score -1536742 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1536968.625000 Penalty: 4714.084473
	Iteration 5Q: 3 clusters Score -1536969 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1537182.875000 Penalty: 4714.084473
	Iteration 6Q: 3 clusters Score -1537183 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1537390.875000 Penalty: 4714.084473
	Iteration 7Q: 3 clusters Score -1537391 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1537599.250000 Penalty: 4714.084473
	Iteration 8Q: 3 clusters Score -1537599 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1537830.500000 Penalty: 4714.084473
	Iteration 9Q: 3 clusters Score -1537830 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1538064.875000 Penalty: 4714.084473
	Iteration 10Q: 3 clusters Score -1538065 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1538317.375000 Penalty: 4714.084473
	Iteration 11Q: 3 clusters Score -1538317 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1538567.750000 Penalty: 4714.084473
	Iteration 12Q: 3 clusters Score -1538568 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1538874.625000 Penalty: 4714.084473
	Iteration 13Q: 3 clusters Score -1538875 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1539175.375000 Penalty: 4714.084473
	Iteration 14Q: 3 clusters Score -1539175 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1539424.625000 Penalty: 4714.084473
	Iteration 15Q: 3 clusters Score -1539425 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1539626.375000 Penalty: 4714.084473
	Iteration 16Q: 3 clusters Score -1539626 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1539830.375000 Penalty: 4714.084473
	Iteration 17Q: 3 clusters Score -1539830 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1540008.625000 Penalty: 4714.084473
	Iteration 18Q: 3 clusters Score -1540009 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1540147.250000 Penalty: 4714.084473
	Iteration 19Q: 3 clusters Score -1540147 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1540253.500000 Penalty: 4714.084473
	Iteration 20F: 3 clusters Score -1540254 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1540357.125000 Penalty: 4714.084473
	Iteration 21Q: 3 clusters Score -1540357 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1540431.375000 Penalty: 4714.084473
	Iteration 22Q: 3 clusters Score -1540431 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1540476.125000 Penalty: 4714.084473
	Iteration 23Q: 3 clusters Score -1540476 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1540516.375000 Penalty: 4714.084473
	Iteration 24Q: 3 clusters Score -1540516 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1540551.125000 Penalty: 4714.084473
	Iteration 25Q: 3 clusters Score -1540551 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1540572.125000 Penalty: 4714.084473
	Iteration 26Q: 3 clusters Score -1540572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1540591.750000 Penalty: 4714.084473
	Iteration 27Q: 3 clusters Score -1540592 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1540612.125000 Penalty: 4714.084473
	Iteration 28Q: 3 clusters Score -1540612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1540616.750000 Penalty: 4714.084473
	Iteration 29Q: 3 clusters Score -1540617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1540626.750000 Penalty: 4714.084473
	Iteration 30Q: 3 clusters Score -1540627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1540636.125000 Penalty: 4714.084473
	Iteration 31Q: 3 clusters Score -1540636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1540646.500000 Penalty: 4714.084473
	Iteration 32Q: 3 clusters Score -1540646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1540658.125000 Penalty: 4714.084473
	Iteration 33Q: 3 clusters Score -1540658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1540663.875000 Penalty: 4714.084473
	Iteration 34Q: 3 clusters Score -1540664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1540671.500000 Penalty: 4714.084473
	Iteration 35Q: 3 clusters Score -1540672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1540679.750000 Penalty: 4714.084473
	Iteration 36Q: 3 clusters Score -1540680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1540692.625000 Penalty: 4714.084473
	Iteration 37Q: 3 clusters Score -1540693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1540695.125000 Penalty: 4714.084473
	Iteration 38Q: 3 clusters Score -1540695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1540701.125000 Penalty: 4714.084473
	Iteration 39Q: 3 clusters Score -1540701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1540707.000000 Penalty: 4714.084473
	Iteration 40F: 3 clusters Score -1540707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1540713.875000 Penalty: 4714.084473
	Iteration 41Q: 3 clusters Score -1540714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1540713.875000 Penalty: 4714.084473
	Iteration 42Q: 3 clusters Score -1540714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1540713.875000 Penalty: 4714.084473
	Iteration 43Q: 3 clusters Score -1540714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1540720.125000 Penalty: 4714.084473
	Iteration 44Q: 3 clusters Score -1540720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1540717.750000 Penalty: 4714.084473
	Iteration 45Q: 3 clusters Score -1540718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1540723.000000 Penalty: 4714.084473
	Iteration 46Q: 3 clusters Score -1540723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1540722.375000 Penalty: 4714.084473
	Iteration 47Q: 3 clusters Score -1540722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1540728.875000 Penalty: 4714.084473
	Iteration 48Q: 3 clusters Score -1540729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1540729.375000 Penalty: 4714.084473
	Iteration 49Q: 3 clusters Score -1540729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1540731.875000 Penalty: 4714.084473
	Iteration 50Q: 3 clusters Score -1540732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1540738.375000 Penalty: 4714.084473
	Iteration 51Q: 3 clusters Score -1540738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1540740.625000 Penalty: 4714.084473
	Iteration 52Q: 3 clusters Score -1540741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1540740.500000 Penalty: 4714.084473
	Iteration 53Q: 3 clusters Score -1540740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1540740.500000 Penalty: 4714.084473
	Iteration 54F: 3 clusters Score -1540740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -25349.691406 Penalty: 1375.203979
	Iteration 0F: 2 clusters Score -25349.69 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 136 members 
Entering Unmasked Estep 
Score: -24166.916016 Penalty: 2750.407959
	Iteration 0F: 3 clusters Score -24166.92 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24300.796875 Penalty: 2750.407959
	Iteration 1F: 3 clusters Score -24300.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24469.130859 Penalty: 2750.407959
	Iteration 2F: 3 clusters Score -24469.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -24508.835938 Penalty: 2750.407959
	Iteration 3Q: 3 clusters Score -24508.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24536.642578 Penalty: 2750.407959
	Iteration 4Q: 3 clusters Score -24536.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -24554.740234 Penalty: 2750.407959
	Iteration 5Q: 3 clusters Score -24554.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -24564.421875 Penalty: 2750.407959
	Iteration 6Q: 3 clusters Score -24564.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -24572.427734 Penalty: 2750.407959
	Iteration 7Q: 3 clusters Score -24572.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -24576.416016 Penalty: 2750.407959
	Iteration 8Q: 3 clusters Score -24576.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -24576.416016 Penalty: 2750.407959
	Iteration 9F: 3 clusters Score -24576.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -101597.937500 Penalty: 1690.550415
	Iteration 0F: 2 clusters Score -101597.9 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 457 members 
Entering Unmasked Estep 
Score: -99729.101562 Penalty: 3381.100830
	Iteration 0F: 3 clusters Score -99729.1 nChanged 243
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: -100073.398438 Penalty: 3381.100830
	Iteration 1F: 3 clusters Score -100073.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -100205.078125 Penalty: 3381.100830
	Iteration 2F: 3 clusters Score -100205.1 nChanged 35
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: -100262.265625 Penalty: 3381.100830
	Iteration 3Q: 3 clusters Score -100262.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -100294.703125 Penalty: 3381.100830
	Iteration 4Q: 3 clusters Score -100294.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -100308.492188 Penalty: 3381.100830
	Iteration 5Q: 3 clusters Score -100308.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -100314.757812 Penalty: 3381.100830
	Iteration 6Q: 3 clusters Score -100314.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -100318.453125 Penalty: 3381.100830
	Iteration 7Q: 3 clusters Score -100318.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -100320.765625 Penalty: 3381.100830
	Iteration 8Q: 3 clusters Score -100320.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -100323.570312 Penalty: 3381.100830
	Iteration 9Q: 3 clusters Score -100323.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -100323.570312 Penalty: 3381.100830
	Iteration 10F: 3 clusters Score -100323.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 22294 members 
Mstep: Class 3 contains 17537 members 
Mstep: Class 4 contains 30491 members 
Mstep: Class 5 contains 98908 members 
Mstep: Class 6 contains 126854 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 7898 members 
Mstep: Class 9 contains 41968 members 
Mstep: Class 10 contains 11996 members 
Mstep: Class 11 contains 10003 members 
Mstep: Class 12 contains 59421 members 
Mstep: Class 13 contains 231045 members 
Mstep: Class 14 contains 35108 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154620 members 
Mstep: Class 17 contains 30001 members 
Mstep: Class 18 contains 9000 members 
Mstep: Class 19 contains 68038 members 
Mstep: Class 20 contains 9750 members 
Mstep: Class 21 contains 38442 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27509 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13416 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158471808.000000 Penalty: 97929.023438
Iteration 159Q: 29 clusters Score -1.584718e+08 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55527 members 
Mstep: Class 2 contains 22343 members 
Mstep: Class 3 contains 17584 members 
Mstep: Class 4 contains 30492 members 
Mstep: Class 5 contains 98906 members 
Mstep: Class 6 contains 126876 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 8176 members 
Mstep: Class 9 contains 42284 members 
Mstep: Class 10 contains 12010 members 
Mstep: Class 11 contains 10004 members 
Mstep: Class 12 contains 59504 members 
Mstep: Class 13 contains 231210 members 
Mstep: Class 14 contains 35231 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154648 members 
Mstep: Class 17 contains 30001 members 
Mstep: Class 18 contains 9000 members 
Mstep: Class 19 contains 68375 members 
Mstep: Class 20 contains 9813 members 
Mstep: Class 21 contains 38458 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27549 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13474 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 221139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158472320.000000 Penalty: 97929.023438
Iteration 160F: 29 clusters Score -1.584723e+08 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55501 members 
Mstep: Class 2 contains 22273 members 
Mstep: Class 3 contains 17592 members 
Mstep: Class 4 contains 30491 members 
Mstep: Class 5 contains 98900 members 
Mstep: Class 6 contains 126815 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 8359 members 
Mstep: Class 9 contains 42269 members 
Mstep: Class 10 contains 12015 members 
Mstep: Class 11 contains 10005 members 
Mstep: Class 12 contains 58069 members 
Mstep: Class 13 contains 230971 members 
Mstep: Class 14 contains 35010 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154633 members 
Mstep: Class 17 contains 29993 members 
Mstep: Class 18 contains 9001 members 
Mstep: Class 19 contains 68523 members 
Mstep: Class 20 contains 9823 members 
Mstep: Class 21 contains 38441 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27443 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13411 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 223066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158473456.000000 Penalty: 97929.023438
Iteration 161Q: 29 clusters Score -1.584735e+08 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55492 members 
Mstep: Class 2 contains 22209 members 
Mstep: Class 3 contains 17585 members 
Mstep: Class 4 contains 30485 members 
Mstep: Class 5 contains 98895 members 
Mstep: Class 6 contains 126752 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 8561 members 
Mstep: Class 9 contains 42298 members 
Mstep: Class 10 contains 12016 members 
Mstep: Class 11 contains 10002 members 
Mstep: Class 12 contains 56650 members 
Mstep: Class 13 contains 230762 members 
Mstep: Class 14 contains 34824 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154608 members 
Mstep: Class 17 contains 29987 members 
Mstep: Class 18 contains 9001 members 
Mstep: Class 19 contains 68637 members 
Mstep: Class 20 contains 9839 members 
Mstep: Class 21 contains 38429 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27376 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13377 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 224818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158474096.000000 Penalty: 97929.023438
Iteration 162Q: 29 clusters Score -1.584741e+08 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 22160 members 
Mstep: Class 3 contains 17575 members 
Mstep: Class 4 contains 30476 members 
Mstep: Class 5 contains 98889 members 
Mstep: Class 6 contains 126731 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 8775 members 
Mstep: Class 9 contains 42323 members 
Mstep: Class 10 contains 12017 members 
Mstep: Class 11 contains 10002 members 
Mstep: Class 12 contains 55247 members 
Mstep: Class 13 contains 230594 members 
Mstep: Class 14 contains 34629 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154602 members 
Mstep: Class 17 contains 29992 members 
Mstep: Class 18 contains 9000 members 
Mstep: Class 19 contains 68701 members 
Mstep: Class 20 contains 9855 members 
Mstep: Class 21 contains 38417 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27317 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13345 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 226458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158474368.000000 Penalty: 97929.023438
Iteration 163Q: 29 clusters Score -1.584744e+08 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55497 members 
Mstep: Class 2 contains 22125 members 
Mstep: Class 3 contains 17573 members 
Mstep: Class 4 contains 30475 members 
Mstep: Class 5 contains 98890 members 
Mstep: Class 6 contains 126720 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 9014 members 
Mstep: Class 9 contains 42373 members 
Mstep: Class 10 contains 12021 members 
Mstep: Class 11 contains 9999 members 
Mstep: Class 12 contains 53876 members 
Mstep: Class 13 contains 230457 members 
Mstep: Class 14 contains 34433 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154595 members 
Mstep: Class 17 contains 29998 members 
Mstep: Class 18 contains 8999 members 
Mstep: Class 19 contains 68728 members 
Mstep: Class 20 contains 9884 members 
Mstep: Class 21 contains 38411 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27261 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13327 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 227947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158475056.000000 Penalty: 97929.023438
Iteration 164Q: 29 clusters Score -1.584751e+08 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 22098 members 
Mstep: Class 3 contains 17565 members 
Mstep: Class 4 contains 30470 members 
Mstep: Class 5 contains 98891 members 
Mstep: Class 6 contains 126696 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 9293 members 
Mstep: Class 9 contains 42443 members 
Mstep: Class 10 contains 12023 members 
Mstep: Class 11 contains 10000 members 
Mstep: Class 12 contains 52590 members 
Mstep: Class 13 contains 230346 members 
Mstep: Class 14 contains 34290 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154593 members 
Mstep: Class 17 contains 30000 members 
Mstep: Class 18 contains 8998 members 
Mstep: Class 19 contains 68742 members 
Mstep: Class 20 contains 9892 members 
Mstep: Class 21 contains 38404 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27220 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13324 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 229221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158475104.000000 Penalty: 97929.023438
Iteration 165Q: 29 clusters Score -1.584751e+08 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55512 members 
Mstep: Class 2 contains 22076 members 
Mstep: Class 3 contains 17551 members 
Mstep: Class 4 contains 30462 members 
Mstep: Class 5 contains 98894 members 
Mstep: Class 6 contains 126676 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 9571 members 
Mstep: Class 9 contains 42496 members 
Mstep: Class 10 contains 12023 members 
Mstep: Class 11 contains 10001 members 
Mstep: Class 12 contains 51370 members 
Mstep: Class 13 contains 230282 members 
Mstep: Class 14 contains 34173 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154586 members 
Mstep: Class 17 contains 30006 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 68752 members 
Mstep: Class 20 contains 9897 members 
Mstep: Class 21 contains 38405 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27200 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13329 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 230345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476064.000000 Penalty: 97929.023438
Iteration 166Q: 29 clusters Score -1.584761e+08 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55513 members 
Mstep: Class 2 contains 22060 members 
Mstep: Class 3 contains 17547 members 
Mstep: Class 4 contains 30451 members 
Mstep: Class 5 contains 98895 members 
Mstep: Class 6 contains 126655 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 9857 members 
Mstep: Class 9 contains 42510 members 
Mstep: Class 10 contains 12025 members 
Mstep: Class 11 contains 10005 members 
Mstep: Class 12 contains 50233 members 
Mstep: Class 13 contains 230236 members 
Mstep: Class 14 contains 34068 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154583 members 
Mstep: Class 17 contains 30000 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 68753 members 
Mstep: Class 20 contains 9907 members 
Mstep: Class 21 contains 38402 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27175 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13324 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 231407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158475872.000000 Penalty: 97929.023438
Iteration 167Q: 29 clusters Score -1.584759e+08 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55511 members 
Mstep: Class 2 contains 22038 members 
Mstep: Class 3 contains 17541 members 
Mstep: Class 4 contains 30451 members 
Mstep: Class 5 contains 98891 members 
Mstep: Class 6 contains 126638 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 10148 members 
Mstep: Class 9 contains 42574 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 10011 members 
Mstep: Class 12 contains 49129 members 
Mstep: Class 13 contains 230173 members 
Mstep: Class 14 contains 33984 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154574 members 
Mstep: Class 17 contains 30003 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 68748 members 
Mstep: Class 20 contains 9909 members 
Mstep: Class 21 contains 38397 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27159 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13313 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 232387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476320.000000 Penalty: 97929.023438
Iteration 168Q: 29 clusters Score -1.584763e+08 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 22025 members 
Mstep: Class 3 contains 17531 members 
Mstep: Class 4 contains 30447 members 
Mstep: Class 5 contains 98895 members 
Mstep: Class 6 contains 126620 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 10441 members 
Mstep: Class 9 contains 42608 members 
Mstep: Class 10 contains 12024 members 
Mstep: Class 11 contains 10015 members 
Mstep: Class 12 contains 48075 members 
Mstep: Class 13 contains 230126 members 
Mstep: Class 14 contains 33909 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154578 members 
Mstep: Class 17 contains 30005 members 
Mstep: Class 18 contains 8993 members 
Mstep: Class 19 contains 68751 members 
Mstep: Class 20 contains 9911 members 
Mstep: Class 21 contains 38391 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27149 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13302 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 233293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476464.000000 Penalty: 97929.023438
Iteration 169Q: 29 clusters Score -1.584765e+08 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 22009 members 
Mstep: Class 3 contains 17530 members 
Mstep: Class 4 contains 30440 members 
Mstep: Class 5 contains 98899 members 
Mstep: Class 6 contains 126606 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 42629 members 
Mstep: Class 10 contains 12024 members 
Mstep: Class 11 contains 10020 members 
Mstep: Class 12 contains 47090 members 
Mstep: Class 13 contains 230099 members 
Mstep: Class 14 contains 33849 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154575 members 
Mstep: Class 17 contains 30006 members 
Mstep: Class 18 contains 8992 members 
Mstep: Class 19 contains 68752 members 
Mstep: Class 20 contains 9906 members 
Mstep: Class 21 contains 38381 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27123 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13291 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 234074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476464.000000 Penalty: 97929.023438
Iteration 170Q: 29 clusters Score -1.584765e+08 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 21991 members 
Mstep: Class 3 contains 17526 members 
Mstep: Class 4 contains 30437 members 
Mstep: Class 5 contains 98896 members 
Mstep: Class 6 contains 126602 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 11149 members 
Mstep: Class 9 contains 42639 members 
Mstep: Class 10 contains 12022 members 
Mstep: Class 11 contains 10022 members 
Mstep: Class 12 contains 46160 members 
Mstep: Class 13 contains 230085 members 
Mstep: Class 14 contains 33806 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154574 members 
Mstep: Class 17 contains 30010 members 
Mstep: Class 18 contains 8993 members 
Mstep: Class 19 contains 68741 members 
Mstep: Class 20 contains 9889 members 
Mstep: Class 21 contains 38379 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27111 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13279 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 234776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476656.000000 Penalty: 97929.023438
Iteration 171Q: 29 clusters Score -1.584767e+08 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55511 members 
Mstep: Class 2 contains 21964 members 
Mstep: Class 3 contains 17511 members 
Mstep: Class 4 contains 30435 members 
Mstep: Class 5 contains 98899 members 
Mstep: Class 6 contains 126593 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 11529 members 
Mstep: Class 9 contains 42644 members 
Mstep: Class 10 contains 12018 members 
Mstep: Class 11 contains 10024 members 
Mstep: Class 12 contains 45254 members 
Mstep: Class 13 contains 230086 members 
Mstep: Class 14 contains 33765 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154581 members 
Mstep: Class 17 contains 30009 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 68730 members 
Mstep: Class 20 contains 9887 members 
Mstep: Class 21 contains 38381 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27096 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13273 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 235418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476480.000000 Penalty: 97929.023438
Iteration 172Q: 29 clusters Score -1.584765e+08 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 21933 members 
Mstep: Class 3 contains 17497 members 
Mstep: Class 4 contains 30431 members 
Mstep: Class 5 contains 98903 members 
Mstep: Class 6 contains 126585 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 11913 members 
Mstep: Class 9 contains 42632 members 
Mstep: Class 10 contains 12015 members 
Mstep: Class 11 contains 10029 members 
Mstep: Class 12 contains 44458 members 
Mstep: Class 13 contains 230089 members 
Mstep: Class 14 contains 33725 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154585 members 
Mstep: Class 17 contains 30008 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 68722 members 
Mstep: Class 20 contains 9885 members 
Mstep: Class 21 contains 38379 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27087 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13273 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 235944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476352.000000 Penalty: 97929.023438
Iteration 173Q: 29 clusters Score -1.584764e+08 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 21909 members 
Mstep: Class 3 contains 17494 members 
Mstep: Class 4 contains 30423 members 
Mstep: Class 5 contains 98903 members 
Mstep: Class 6 contains 126582 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 12323 members 
Mstep: Class 9 contains 42604 members 
Mstep: Class 10 contains 12013 members 
Mstep: Class 11 contains 10034 members 
Mstep: Class 12 contains 43723 members 
Mstep: Class 13 contains 230097 members 
Mstep: Class 14 contains 33692 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154593 members 
Mstep: Class 17 contains 30012 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 68720 members 
Mstep: Class 20 contains 9888 members 
Mstep: Class 21 contains 38378 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27079 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13270 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 236354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476800.000000 Penalty: 97929.023438
Iteration 174Q: 29 clusters Score -1.584768e+08 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 21887 members 
Mstep: Class 3 contains 17488 members 
Mstep: Class 4 contains 30418 members 
Mstep: Class 5 contains 98902 members 
Mstep: Class 6 contains 126584 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 12720 members 
Mstep: Class 9 contains 42607 members 
Mstep: Class 10 contains 12011 members 
Mstep: Class 11 contains 10034 members 
Mstep: Class 12 contains 43013 members 
Mstep: Class 13 contains 230090 members 
Mstep: Class 14 contains 33687 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154594 members 
Mstep: Class 17 contains 30017 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 68730 members 
Mstep: Class 20 contains 9889 members 
Mstep: Class 21 contains 38373 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27071 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13274 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 236700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476912.000000 Penalty: 97929.023438
Iteration 175Q: 29 clusters Score -1.584769e+08 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55519 members 
Mstep: Class 2 contains 21864 members 
Mstep: Class 3 contains 17481 members 
Mstep: Class 4 contains 30409 members 
Mstep: Class 5 contains 98900 members 
Mstep: Class 6 contains 126583 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 13071 members 
Mstep: Class 9 contains 42587 members 
Mstep: Class 10 contains 12012 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 42358 members 
Mstep: Class 13 contains 230111 members 
Mstep: Class 14 contains 33678 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154602 members 
Mstep: Class 17 contains 30012 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 68767 members 
Mstep: Class 20 contains 9882 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27054 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13278 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 237028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476720.000000 Penalty: 97929.023438
Iteration 176Q: 29 clusters Score -1.584767e+08 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 21846 members 
Mstep: Class 3 contains 17477 members 
Mstep: Class 4 contains 30401 members 
Mstep: Class 5 contains 98906 members 
Mstep: Class 6 contains 126581 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 13360 members 
Mstep: Class 9 contains 42558 members 
Mstep: Class 10 contains 12012 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 41763 members 
Mstep: Class 13 contains 230109 members 
Mstep: Class 14 contains 33684 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154605 members 
Mstep: Class 17 contains 30010 members 
Mstep: Class 18 contains 8998 members 
Mstep: Class 19 contains 68796 members 
Mstep: Class 20 contains 9881 members 
Mstep: Class 21 contains 38369 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27045 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 237378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476800.000000 Penalty: 97929.023438
Iteration 177Q: 29 clusters Score -1.584768e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 21833 members 
Mstep: Class 3 contains 17469 members 
Mstep: Class 4 contains 30395 members 
Mstep: Class 5 contains 98906 members 
Mstep: Class 6 contains 126571 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 13633 members 
Mstep: Class 9 contains 42527 members 
Mstep: Class 10 contains 12012 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 41224 members 
Mstep: Class 13 contains 230096 members 
Mstep: Class 14 contains 33705 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154619 members 
Mstep: Class 17 contains 30014 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 68807 members 
Mstep: Class 20 contains 9880 members 
Mstep: Class 21 contains 38367 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27029 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13274 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 237692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476416.000000 Penalty: 97929.023438
Iteration 178Q: 29 clusters Score -1.584764e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 21817 members 
Mstep: Class 3 contains 17465 members 
Mstep: Class 4 contains 30389 members 
Mstep: Class 5 contains 98906 members 
Mstep: Class 6 contains 126570 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 13872 members 
Mstep: Class 9 contains 42504 members 
Mstep: Class 10 contains 12011 members 
Mstep: Class 11 contains 10039 members 
Mstep: Class 12 contains 40743 members 
Mstep: Class 13 contains 230099 members 
Mstep: Class 14 contains 33726 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154627 members 
Mstep: Class 17 contains 30020 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 68842 members 
Mstep: Class 20 contains 9881 members 
Mstep: Class 21 contains 38366 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 27011 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13264 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 237941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476688.000000 Penalty: 97929.023438
Iteration 179Q: 29 clusters Score -1.584767e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 21809 members 
Mstep: Class 3 contains 17460 members 
Mstep: Class 4 contains 30388 members 
Mstep: Class 5 contains 98908 members 
Mstep: Class 6 contains 126566 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 14086 members 
Mstep: Class 9 contains 42502 members 
Mstep: Class 10 contains 12010 members 
Mstep: Class 11 contains 10038 members 
Mstep: Class 12 contains 40327 members 
Mstep: Class 13 contains 230100 members 
Mstep: Class 14 contains 33741 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154636 members 
Mstep: Class 17 contains 30022 members 
Mstep: Class 18 contains 8994 members 
Mstep: Class 19 contains 68873 members 
Mstep: Class 20 contains 9878 members 
Mstep: Class 21 contains 38361 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26997 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13256 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476240.000000 Penalty: 97929.023438
Iteration 180F: 29 clusters Score -1.584762e+08 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 21803 members 
Mstep: Class 3 contains 17458 members 
Mstep: Class 4 contains 30388 members 
Mstep: Class 5 contains 98908 members 
Mstep: Class 6 contains 126568 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 14401 members 
Mstep: Class 9 contains 42492 members 
Mstep: Class 10 contains 12011 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 39942 members 
Mstep: Class 13 contains 230096 members 
Mstep: Class 14 contains 33732 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154641 members 
Mstep: Class 17 contains 30024 members 
Mstep: Class 18 contains 8995 members 
Mstep: Class 19 contains 68885 members 
Mstep: Class 20 contains 9880 members 
Mstep: Class 21 contains 38361 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26982 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13262 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158475920.000000 Penalty: 97929.023438
Iteration 181Q: 29 clusters Score -1.584759e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55522 members 
Mstep: Class 2 contains 21792 members 
Mstep: Class 3 contains 17457 members 
Mstep: Class 4 contains 30388 members 
Mstep: Class 5 contains 98909 members 
Mstep: Class 6 contains 126568 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 14740 members 
Mstep: Class 9 contains 42500 members 
Mstep: Class 10 contains 12013 members 
Mstep: Class 11 contains 10035 members 
Mstep: Class 12 contains 39571 members 
Mstep: Class 13 contains 230093 members 
Mstep: Class 14 contains 33706 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154641 members 
Mstep: Class 17 contains 30027 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 68907 members 
Mstep: Class 20 contains 9873 members 
Mstep: Class 21 contains 38361 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26963 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13254 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476336.000000 Penalty: 97929.023438
Iteration 182Q: 29 clusters Score -1.584763e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55527 members 
Mstep: Class 2 contains 21779 members 
Mstep: Class 3 contains 17453 members 
Mstep: Class 4 contains 30385 members 
Mstep: Class 5 contains 98909 members 
Mstep: Class 6 contains 126560 members 
Mstep: Class 7 contains 6662 members 
Mstep: Class 8 contains 15079 members 
Mstep: Class 9 contains 42507 members 
Mstep: Class 10 contains 12010 members 
Mstep: Class 11 contains 10034 members 
Mstep: Class 12 contains 39223 members 
Mstep: Class 13 contains 230082 members 
Mstep: Class 14 contains 33694 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154635 members 
Mstep: Class 17 contains 30029 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 68944 members 
Mstep: Class 20 contains 9872 members 
Mstep: Class 21 contains 38361 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26954 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13251 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476416.000000 Penalty: 97929.023438
Iteration 183Q: 29 clusters Score -1.584764e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 21768 members 
Mstep: Class 3 contains 17451 members 
Mstep: Class 4 contains 30385 members 
Mstep: Class 5 contains 98910 members 
Mstep: Class 6 contains 126550 members 
Mstep: Class 7 contains 6662 members 
Mstep: Class 8 contains 15434 members 
Mstep: Class 9 contains 42496 members 
Mstep: Class 10 contains 12011 members 
Mstep: Class 11 contains 10033 members 
Mstep: Class 12 contains 38895 members 
Mstep: Class 13 contains 230062 members 
Mstep: Class 14 contains 33685 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154636 members 
Mstep: Class 17 contains 30030 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 68980 members 
Mstep: Class 20 contains 9866 members 
Mstep: Class 21 contains 38361 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26939 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13241 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476464.000000 Penalty: 97929.023438
Iteration 184Q: 29 clusters Score -1.584765e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55531 members 
Mstep: Class 2 contains 21750 members 
Mstep: Class 3 contains 17444 members 
Mstep: Class 4 contains 30383 members 
Mstep: Class 5 contains 98910 members 
Mstep: Class 6 contains 126546 members 
Mstep: Class 7 contains 6662 members 
Mstep: Class 8 contains 15780 members 
Mstep: Class 9 contains 42500 members 
Mstep: Class 10 contains 12011 members 
Mstep: Class 11 contains 10030 members 
Mstep: Class 12 contains 38592 members 
Mstep: Class 13 contains 230063 members 
Mstep: Class 14 contains 33667 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154638 members 
Mstep: Class 17 contains 30032 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 68998 members 
Mstep: Class 20 contains 9863 members 
Mstep: Class 21 contains 38361 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26924 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13238 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476320.000000 Penalty: 97929.023438
Iteration 185Q: 29 clusters Score -1.584763e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 21737 members 
Mstep: Class 3 contains 17438 members 
Mstep: Class 4 contains 30380 members 
Mstep: Class 5 contains 98909 members 
Mstep: Class 6 contains 126545 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 16118 members 
Mstep: Class 9 contains 42505 members 
Mstep: Class 10 contains 12011 members 
Mstep: Class 11 contains 10028 members 
Mstep: Class 12 contains 38360 members 
Mstep: Class 13 contains 230067 members 
Mstep: Class 14 contains 33644 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154640 members 
Mstep: Class 17 contains 30036 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 68991 members 
Mstep: Class 20 contains 9860 members 
Mstep: Class 21 contains 38361 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26906 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13243 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476208.000000 Penalty: 97929.023438
Iteration 186Q: 29 clusters Score -1.584762e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55536 members 
Mstep: Class 2 contains 21725 members 
Mstep: Class 3 contains 17436 members 
Mstep: Class 4 contains 30382 members 
Mstep: Class 5 contains 98909 members 
Mstep: Class 6 contains 126544 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 16451 members 
Mstep: Class 9 contains 42495 members 
Mstep: Class 10 contains 12010 members 
Mstep: Class 11 contains 10028 members 
Mstep: Class 12 contains 38153 members 
Mstep: Class 13 contains 230056 members 
Mstep: Class 14 contains 33615 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154639 members 
Mstep: Class 17 contains 30040 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 68982 members 
Mstep: Class 20 contains 9856 members 
Mstep: Class 21 contains 38360 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26892 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13243 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476224.000000 Penalty: 97929.023438
Iteration 187Q: 29 clusters Score -1.584762e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55537 members 
Mstep: Class 2 contains 21718 members 
Mstep: Class 3 contains 17433 members 
Mstep: Class 4 contains 30382 members 
Mstep: Class 5 contains 98909 members 
Mstep: Class 6 contains 126542 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 16746 members 
Mstep: Class 9 contains 42485 members 
Mstep: Class 10 contains 12010 members 
Mstep: Class 11 contains 10028 members 
Mstep: Class 12 contains 37981 members 
Mstep: Class 13 contains 230042 members 
Mstep: Class 14 contains 33582 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154640 members 
Mstep: Class 17 contains 30042 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 68992 members 
Mstep: Class 20 contains 9857 members 
Mstep: Class 21 contains 38362 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26883 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13240 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476160.000000 Penalty: 97929.023438
Iteration 188Q: 29 clusters Score -1.584762e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 21719 members 
Mstep: Class 3 contains 17432 members 
Mstep: Class 4 contains 30382 members 
Mstep: Class 5 contains 98907 members 
Mstep: Class 6 contains 126541 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 17004 members 
Mstep: Class 9 contains 42488 members 
Mstep: Class 10 contains 12010 members 
Mstep: Class 11 contains 10028 members 
Mstep: Class 12 contains 37818 members 
Mstep: Class 13 contains 230039 members 
Mstep: Class 14 contains 33548 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154642 members 
Mstep: Class 17 contains 30047 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 69018 members 
Mstep: Class 20 contains 9847 members 
Mstep: Class 21 contains 38362 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26870 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13236 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476176.000000 Penalty: 97929.023438
Iteration 189Q: 29 clusters Score -1.584762e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 21717 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 30381 members 
Mstep: Class 5 contains 98906 members 
Mstep: Class 6 contains 126538 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 17205 members 
Mstep: Class 9 contains 42479 members 
Mstep: Class 10 contains 12011 members 
Mstep: Class 11 contains 10028 members 
Mstep: Class 12 contains 37650 members 
Mstep: Class 13 contains 230031 members 
Mstep: Class 14 contains 33508 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154649 members 
Mstep: Class 17 contains 30048 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 69032 members 
Mstep: Class 20 contains 9841 members 
Mstep: Class 21 contains 38364 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26858 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13231 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476240.000000 Penalty: 97929.023438
Iteration 190Q: 29 clusters Score -1.584762e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 21719 members 
Mstep: Class 3 contains 17433 members 
Mstep: Class 4 contains 30379 members 
Mstep: Class 5 contains 98905 members 
Mstep: Class 6 contains 126536 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 17378 members 
Mstep: Class 9 contains 42479 members 
Mstep: Class 10 contains 12012 members 
Mstep: Class 11 contains 10028 members 
Mstep: Class 12 contains 37496 members 
Mstep: Class 13 contains 230025 members 
Mstep: Class 14 contains 33484 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154651 members 
Mstep: Class 17 contains 30051 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 69042 members 
Mstep: Class 20 contains 9831 members 
Mstep: Class 21 contains 38365 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26845 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13229 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476240.000000 Penalty: 97929.023438
Iteration 191Q: 29 clusters Score -1.584762e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55547 members 
Mstep: Class 2 contains 21718 members 
Mstep: Class 3 contains 17439 members 
Mstep: Class 4 contains 30379 members 
Mstep: Class 5 contains 98906 members 
Mstep: Class 6 contains 126532 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 17539 members 
Mstep: Class 9 contains 42470 members 
Mstep: Class 10 contains 12014 members 
Mstep: Class 11 contains 10027 members 
Mstep: Class 12 contains 37352 members 
Mstep: Class 13 contains 230007 members 
Mstep: Class 14 contains 33461 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154655 members 
Mstep: Class 17 contains 30052 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 69062 members 
Mstep: Class 20 contains 9826 members 
Mstep: Class 21 contains 38367 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26838 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13223 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476192.000000 Penalty: 97929.023438
Iteration 192Q: 29 clusters Score -1.584762e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 21717 members 
Mstep: Class 3 contains 17441 members 
Mstep: Class 4 contains 30380 members 
Mstep: Class 5 contains 98908 members 
Mstep: Class 6 contains 126524 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 17678 members 
Mstep: Class 9 contains 42467 members 
Mstep: Class 10 contains 12015 members 
Mstep: Class 11 contains 10027 members 
Mstep: Class 12 contains 37234 members 
Mstep: Class 13 contains 229997 members 
Mstep: Class 14 contains 33434 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154662 members 
Mstep: Class 17 contains 30049 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 69069 members 
Mstep: Class 20 contains 9824 members 
Mstep: Class 21 contains 38366 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26829 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13224 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158475968.000000 Penalty: 97929.023438
Iteration 193Q: 29 clusters Score -1.58476e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 21722 members 
Mstep: Class 3 contains 17442 members 
Mstep: Class 4 contains 30381 members 
Mstep: Class 5 contains 98908 members 
Mstep: Class 6 contains 126519 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 17821 members 
Mstep: Class 9 contains 42473 members 
Mstep: Class 10 contains 12015 members 
Mstep: Class 11 contains 10027 members 
Mstep: Class 12 contains 37114 members 
Mstep: Class 13 contains 229989 members 
Mstep: Class 14 contains 33392 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154663 members 
Mstep: Class 17 contains 30050 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 69075 members 
Mstep: Class 20 contains 9818 members 
Mstep: Class 21 contains 38366 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26827 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13226 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476000.000000 Penalty: 97929.023438
Iteration 194Q: 29 clusters Score -1.58476e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 21717 members 
Mstep: Class 3 contains 17443 members 
Mstep: Class 4 contains 30380 members 
Mstep: Class 5 contains 98908 members 
Mstep: Class 6 contains 126522 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 17964 members 
Mstep: Class 9 contains 42475 members 
Mstep: Class 10 contains 12016 members 
Mstep: Class 11 contains 10027 members 
Mstep: Class 12 contains 37008 members 
Mstep: Class 13 contains 229985 members 
Mstep: Class 14 contains 33365 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154666 members 
Mstep: Class 17 contains 30052 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 69083 members 
Mstep: Class 20 contains 9816 members 
Mstep: Class 21 contains 38368 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26827 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13230 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476096.000000 Penalty: 97929.023438
Iteration 195Q: 29 clusters Score -1.584761e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55547 members 
Mstep: Class 2 contains 21720 members 
Mstep: Class 3 contains 17440 members 
Mstep: Class 4 contains 30379 members 
Mstep: Class 5 contains 98909 members 
Mstep: Class 6 contains 126519 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 18091 members 
Mstep: Class 9 contains 42481 members 
Mstep: Class 10 contains 12016 members 
Mstep: Class 11 contains 10027 members 
Mstep: Class 12 contains 36897 members 
Mstep: Class 13 contains 229975 members 
Mstep: Class 14 contains 33338 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154672 members 
Mstep: Class 17 contains 30053 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 69082 members 
Mstep: Class 20 contains 9821 members 
Mstep: Class 21 contains 38368 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26828 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13227 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158475920.000000 Penalty: 97929.023438
Iteration 196Q: 29 clusters Score -1.584759e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55547 members 
Mstep: Class 2 contains 21721 members 
Mstep: Class 3 contains 17442 members 
Mstep: Class 4 contains 30378 members 
Mstep: Class 5 contains 98910 members 
Mstep: Class 6 contains 126517 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 18220 members 
Mstep: Class 9 contains 42485 members 
Mstep: Class 10 contains 12017 members 
Mstep: Class 11 contains 10027 members 
Mstep: Class 12 contains 36794 members 
Mstep: Class 13 contains 229967 members 
Mstep: Class 14 contains 33315 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154673 members 
Mstep: Class 17 contains 30060 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 69073 members 
Mstep: Class 20 contains 9817 members 
Mstep: Class 21 contains 38369 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26829 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13230 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158475984.000000 Penalty: 97929.023438
Iteration 197Q: 29 clusters Score -1.58476e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55547 members 
Mstep: Class 2 contains 21724 members 
Mstep: Class 3 contains 17445 members 
Mstep: Class 4 contains 30377 members 
Mstep: Class 5 contains 98911 members 
Mstep: Class 6 contains 126517 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 18330 members 
Mstep: Class 9 contains 42484 members 
Mstep: Class 10 contains 12017 members 
Mstep: Class 11 contains 10027 members 
Mstep: Class 12 contains 36702 members 
Mstep: Class 13 contains 229959 members 
Mstep: Class 14 contains 33296 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154669 members 
Mstep: Class 17 contains 30067 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 69075 members 
Mstep: Class 20 contains 9815 members 
Mstep: Class 21 contains 38369 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26823 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13224 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158475920.000000 Penalty: 97929.023438
Iteration 198Q: 29 clusters Score -1.584759e+08 nChanged 294
Entering ConstructFrom: 
Score: -158475920.000000 Penalty: 97929.023438
Entering ConstructFrom: 
Trying to split cluster 1 (55550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Entering Unmasked Estep 
Score: -6652400.500000 Penalty: 2709.409424
	Iteration 0F: 2 clusters Score -6652400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -6615176.000000 Penalty: 5418.818848
	Iteration 0F: 3 clusters Score -6615176 nChanged 25623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -6629552.000000 Penalty: 5418.818848
	Iteration 1F: 3 clusters Score -6629552 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -6630372.000000 Penalty: 5418.818848
	Iteration 2Q: 3 clusters Score -6630372 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -6631155.500000 Penalty: 5418.818848
	Iteration 3Q: 3 clusters Score -6631156 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -6632060.000000 Penalty: 5418.818848
	Iteration 4Q: 3 clusters Score -6632060 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -6633136.000000 Penalty: 5418.818848
	Iteration 5Q: 3 clusters Score -6633136 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -6634678.000000 Penalty: 5418.818848
	Iteration 6F: 3 clusters Score -6634678 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -6637039.500000 Penalty: 5418.818848
	Iteration 7F: 3 clusters Score -6637040 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -6640393.000000 Penalty: 5418.818848
	Iteration 8F: 3 clusters Score -6640393 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -6644243.500000 Penalty: 5418.818848
	Iteration 9F: 3 clusters Score -6644244 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -6647335.000000 Penalty: 5418.818848
	Iteration 10F: 3 clusters Score -6647335 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -6649393.500000 Penalty: 5418.818848
	Iteration 11Q: 3 clusters Score -6649394 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -6650407.000000 Penalty: 5418.818848
	Iteration 12Q: 3 clusters Score -6650407 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 54497 members 
Entering Unmasked Estep 
Score: -6650969.000000 Penalty: 5418.818848
	Iteration 13Q: 3 clusters Score -6650969 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -6651371.500000 Penalty: 5418.818848
	Iteration 14Q: 3 clusters Score -6651372 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 54725 members 
Entering Unmasked Estep 
Score: -6651604.000000 Penalty: 5418.818848
	Iteration 15Q: 3 clusters Score -6651604 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 54764 members 
Entering Unmasked Estep 
Score: -6651690.000000 Penalty: 5418.818848
	Iteration 16Q: 3 clusters Score -6651690 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -6651758.500000 Penalty: 5418.818848
	Iteration 17Q: 3 clusters Score -6651758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
Score: -6651796.500000 Penalty: 5418.818848
	Iteration 18Q: 3 clusters Score -6651796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 54842 members 
Entering Unmasked Estep 
Score: -6651819.500000 Penalty: 5418.818848
	Iteration 19Q: 3 clusters Score -6651820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -6651837.000000 Penalty: 5418.818848
	Iteration 20F: 3 clusters Score -6651837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 54860 members 
Entering Unmasked Estep 
Score: -6651830.500000 Penalty: 5418.818848
	Iteration 21Q: 3 clusters Score -6651830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -6651832.500000 Penalty: 5418.818848
	Iteration 22Q: 3 clusters Score -6651832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -6651840.000000 Penalty: 5418.818848
	Iteration 23Q: 3 clusters Score -6651840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 54868 members 
Entering Unmasked Estep 
Score: -6651837.500000 Penalty: 5418.818848
	Iteration 24Q: 3 clusters Score -6651838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 54868 members 
Entering Unmasked Estep 
Score: -6651839.000000 Penalty: 5418.818848
	Iteration 25Q: 3 clusters Score -6651839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 54868 members 
Entering Unmasked Estep 
Score: -6651839.000000 Penalty: 5418.818848
	Iteration 26F: 3 clusters Score -6651839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Entering Unmasked Estep 
Score: -2633838.500000 Penalty: 2476.582520
	Iteration 0F: 2 clusters Score -2633838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2618562.000000 Penalty: 4953.165039
	Iteration 0F: 3 clusters Score -2618562 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2623775.250000 Penalty: 4953.165039
	Iteration 1F: 3 clusters Score -2623775 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2624252.750000 Penalty: 4953.165039
	Iteration 2F: 3 clusters Score -2624253 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2624740.000000 Penalty: 4953.165039
	Iteration 3F: 3 clusters Score -2624740 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2625217.500000 Penalty: 4953.165039
	Iteration 4F: 3 clusters Score -2625218 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2625715.250000 Penalty: 4953.165039
	Iteration 5Q: 3 clusters Score -2625715 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2626196.500000 Penalty: 4953.165039
	Iteration 6Q: 3 clusters Score -2626196 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2626675.250000 Penalty: 4953.165039
	Iteration 7Q: 3 clusters Score -2626675 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2627102.500000 Penalty: 4953.165039
	Iteration 8Q: 3 clusters Score -2627102 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2627533.000000 Penalty: 4953.165039
	Iteration 9Q: 3 clusters Score -2627533 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2627899.250000 Penalty: 4953.165039
	Iteration 10Q: 3 clusters Score -2627899 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2628270.500000 Penalty: 4953.165039
	Iteration 11Q: 3 clusters Score -2628270 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2628680.500000 Penalty: 4953.165039
	Iteration 12Q: 3 clusters Score -2628680 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2629124.250000 Penalty: 4953.165039
	Iteration 13Q: 3 clusters Score -2629124 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2629602.500000 Penalty: 4953.165039
	Iteration 14Q: 3 clusters Score -2629602 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2630015.250000 Penalty: 4953.165039
	Iteration 15Q: 3 clusters Score -2630015 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2630405.500000 Penalty: 4953.165039
	Iteration 16Q: 3 clusters Score -2630406 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2630739.250000 Penalty: 4953.165039
	Iteration 17Q: 3 clusters Score -2630739 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2631041.500000 Penalty: 4953.165039
	Iteration 18Q: 3 clusters Score -2631042 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2631233.750000 Penalty: 4953.165039
	Iteration 19Q: 3 clusters Score -2631234 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2631347.750000 Penalty: 4953.165039
	Iteration 20F: 3 clusters Score -2631348 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2631448.000000 Penalty: 4953.165039
	Iteration 21Q: 3 clusters Score -2631448 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2631519.750000 Penalty: 4953.165039
	Iteration 22Q: 3 clusters Score -2631520 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2631571.000000 Penalty: 4953.165039
	Iteration 23Q: 3 clusters Score -2631571 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2631617.250000 Penalty: 4953.165039
	Iteration 24Q: 3 clusters Score -2631617 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2631639.000000 Penalty: 4953.165039
	Iteration 25Q: 3 clusters Score -2631639 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2631663.500000 Penalty: 4953.165039
	Iteration 26Q: 3 clusters Score -2631664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2631680.500000 Penalty: 4953.165039
	Iteration 27Q: 3 clusters Score -2631680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2631696.000000 Penalty: 4953.165039
	Iteration 28Q: 3 clusters Score -2631696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2631701.000000 Penalty: 4953.165039
	Iteration 29Q: 3 clusters Score -2631701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2631707.500000 Penalty: 4953.165039
	Iteration 30Q: 3 clusters Score -2631708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2631714.500000 Penalty: 4953.165039
	Iteration 31Q: 3 clusters Score -2631714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2631715.750000 Penalty: 4953.165039
	Iteration 32Q: 3 clusters Score -2631716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2631717.250000 Penalty: 4953.165039
	Iteration 33Q: 3 clusters Score -2631717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2631721.250000 Penalty: 4953.165039
	Iteration 34Q: 3 clusters Score -2631721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2631721.250000 Penalty: 4953.165039
	Iteration 35F: 3 clusters Score -2631721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Entering Unmasked Estep 
Score: -2120263.250000 Penalty: 2422.140137
	Iteration 0F: 2 clusters Score -2120263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2107923.250000 Penalty: 4844.280273
	Iteration 0F: 3 clusters Score -2107923 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2112029.500000 Penalty: 4844.280273
	Iteration 1F: 3 clusters Score -2112030 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2112649.500000 Penalty: 4844.280273
	Iteration 2F: 3 clusters Score -2112650 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2113337.500000 Penalty: 4844.280273
	Iteration 3F: 3 clusters Score -2113338 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2114064.500000 Penalty: 4844.280273
	Iteration 4F: 3 clusters Score -2114064 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2114835.500000 Penalty: 4844.280273
	Iteration 5F: 3 clusters Score -2114836 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2115619.500000 Penalty: 4844.280273
	Iteration 6F: 3 clusters Score -2115620 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2116442.000000 Penalty: 4844.280273
	Iteration 7F: 3 clusters Score -2116442 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2117246.500000 Penalty: 4844.280273
	Iteration 8F: 3 clusters Score -2117246 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2117919.250000 Penalty: 4844.280273
	Iteration 9Q: 3 clusters Score -2117919 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2118450.000000 Penalty: 4844.280273
	Iteration 10Q: 3 clusters Score -2118450 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2118838.000000 Penalty: 4844.280273
	Iteration 11Q: 3 clusters Score -2118838 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2119171.750000 Penalty: 4844.280273
	Iteration 12Q: 3 clusters Score -2119172 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2119516.250000 Penalty: 4844.280273
	Iteration 13Q: 3 clusters Score -2119516 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2119686.250000 Penalty: 4844.280273
	Iteration 14Q: 3 clusters Score -2119686 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2119736.250000 Penalty: 4844.280273
	Iteration 15Q: 3 clusters Score -2119736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2119764.500000 Penalty: 4844.280273
	Iteration 16Q: 3 clusters Score -2119764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2119774.500000 Penalty: 4844.280273
	Iteration 17Q: 3 clusters Score -2119774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2119781.500000 Penalty: 4844.280273
	Iteration 18Q: 3 clusters Score -2119782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2119787.750000 Penalty: 4844.280273
	Iteration 19Q: 3 clusters Score -2119788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2119787.500000 Penalty: 4844.280273
	Iteration 20F: 3 clusters Score -2119788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2119789.000000 Penalty: 4844.280273
	Iteration 21Q: 3 clusters Score -2119789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2119791.500000 Penalty: 4844.280273
	Iteration 22Q: 3 clusters Score -2119792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2119791.000000 Penalty: 4844.280273
	Iteration 23Q: 3 clusters Score -2119791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2119790.250000 Penalty: 4844.280273
	Iteration 24Q: 3 clusters Score -2119790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2119791.000000 Penalty: 4844.280273
	Iteration 25Q: 3 clusters Score -2119791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2119791.250000 Penalty: 4844.280273
	Iteration 26Q: 3 clusters Score -2119791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2119791.250000 Penalty: 4844.280273
	Iteration 27F: 3 clusters Score -2119791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Entering Unmasked Estep 
Score: -3710704.500000 Penalty: 2559.717285
	Iteration 0F: 2 clusters Score -3710704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -3690022.750000 Penalty: 5119.434570
	Iteration 0F: 3 clusters Score -3690023 nChanged 13584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -3697375.000000 Penalty: 5119.434570
	Iteration 1F: 3 clusters Score -3697375 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -3697959.000000 Penalty: 5119.434570
	Iteration 2F: 3 clusters Score -3697959 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -3698628.500000 Penalty: 5119.434570
	Iteration 3F: 3 clusters Score -3698628 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -3699472.750000 Penalty: 5119.434570
	Iteration 4F: 3 clusters Score -3699473 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -3700623.750000 Penalty: 5119.434570
	Iteration 5F: 3 clusters Score -3700624 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -3702162.750000 Penalty: 5119.434570
	Iteration 6F: 3 clusters Score -3702163 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -3703872.000000 Penalty: 5119.434570
	Iteration 7F: 3 clusters Score -3703872 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -3705330.500000 Penalty: 5119.434570
	Iteration 8F: 3 clusters Score -3705330 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -3706333.500000 Penalty: 5119.434570
	Iteration 9Q: 3 clusters Score -3706334 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -3707022.500000 Penalty: 5119.434570
	Iteration 10Q: 3 clusters Score -3707022 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -3707503.250000 Penalty: 5119.434570
	Iteration 11Q: 3 clusters Score -3707503 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -3707828.500000 Penalty: 5119.434570
	Iteration 12Q: 3 clusters Score -3707828 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -3708103.750000 Penalty: 5119.434570
	Iteration 13Q: 3 clusters Score -3708104 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -3708250.750000 Penalty: 5119.434570
	Iteration 14Q: 3 clusters Score -3708251 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -3708372.000000 Penalty: 5119.434570
	Iteration 15Q: 3 clusters Score -3708372 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -3708436.750000 Penalty: 5119.434570
	Iteration 16Q: 3 clusters Score -3708437 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -3708486.000000 Penalty: 5119.434570
	Iteration 17Q: 3 clusters Score -3708486 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -3708516.250000 Penalty: 5119.434570
	Iteration 18Q: 3 clusters Score -3708516 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -3708539.500000 Penalty: 5119.434570
	Iteration 19Q: 3 clusters Score -3708540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -3708553.750000 Penalty: 5119.434570
	Iteration 20F: 3 clusters Score -3708554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -3708573.000000 Penalty: 5119.434570
	Iteration 21Q: 3 clusters Score -3708573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -3708578.000000 Penalty: 5119.434570
	Iteration 22Q: 3 clusters Score -3708578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -3708584.250000 Penalty: 5119.434570
	Iteration 23Q: 3 clusters Score -3708584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -3708589.000000 Penalty: 5119.434570
	Iteration 24Q: 3 clusters Score -3708589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -3708605.750000 Penalty: 5119.434570
	Iteration 25Q: 3 clusters Score -3708606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -3708616.500000 Penalty: 5119.434570
	Iteration 26Q: 3 clusters Score -3708616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -3708629.000000 Penalty: 5119.434570
	Iteration 27Q: 3 clusters Score -3708629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -3708635.250000 Penalty: 5119.434570
	Iteration 28Q: 3 clusters Score -3708635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -3708639.500000 Penalty: 5119.434570
	Iteration 29Q: 3 clusters Score -3708640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -3708647.000000 Penalty: 5119.434570
	Iteration 30Q: 3 clusters Score -3708647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -3708650.250000 Penalty: 5119.434570
	Iteration 31Q: 3 clusters Score -3708650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -3708645.500000 Penalty: 5119.434570
	Iteration 32Q: 3 clusters Score -3708646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -3708645.000000 Penalty: 5119.434570
	Iteration 33Q: 3 clusters Score -3708645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -3708652.250000 Penalty: 5119.434570
	Iteration 34Q: 3 clusters Score -3708652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -3708646.500000 Penalty: 5119.434570
	Iteration 35Q: 3 clusters Score -3708646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -3708651.500000 Penalty: 5119.434570
	Iteration 36Q: 3 clusters Score -3708652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -3708653.250000 Penalty: 5119.434570
	Iteration 37Q: 3 clusters Score -3708653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -3708654.750000 Penalty: 5119.434570
	Iteration 38Q: 3 clusters Score -3708655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -3708655.000000 Penalty: 5119.434570
	Iteration 39Q: 3 clusters Score -3708655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -3708658.250000 Penalty: 5119.434570
	Iteration 40F: 3 clusters Score -3708658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (98915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98915 members 
Entering Unmasked Estep 
Score: -12086189.000000 Penalty: 2852.500000
	Iteration 0F: 2 clusters Score -1.208619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -12020325.000000 Penalty: 5705.000000
	Iteration 0F: 3 clusters Score -1.202032e+07 nChanged 46580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -12046957.000000 Penalty: 5705.000000
	Iteration 1F: 3 clusters Score -1.204696e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 55114 members 
Entering Unmasked Estep 
Score: -12048131.000000 Penalty: 5705.000000
	Iteration 2Q: 3 clusters Score -1.204813e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 58353 members 
Entering Unmasked Estep 
Score: -12049964.000000 Penalty: 5705.000000
	Iteration 3Q: 3 clusters Score -1.204996e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 63057 members 
Entering Unmasked Estep 
Score: -12052918.000000 Penalty: 5705.000000
	Iteration 4F: 3 clusters Score -1.205292e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 69625 members 
Entering Unmasked Estep 
Score: -12057666.000000 Penalty: 5705.000000
	Iteration 5F: 3 clusters Score -1.205767e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 77440 members 
Entering Unmasked Estep 
Score: -12064232.000000 Penalty: 5705.000000
	Iteration 6F: 3 clusters Score -1.206423e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 85423 members 
Entering Unmasked Estep 
Score: -12071575.000000 Penalty: 5705.000000
	Iteration 7F: 3 clusters Score -1.207158e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 91853 members 
Entering Unmasked Estep 
Score: -12077629.000000 Penalty: 5705.000000
	Iteration 8F: 3 clusters Score -1.207763e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 95691 members 
Entering Unmasked Estep 
Score: -12081113.000000 Penalty: 5705.000000
	Iteration 9Q: 3 clusters Score -1.208111e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 97477 members 
Entering Unmasked Estep 
Score: -12082521.000000 Penalty: 5705.000000
	Iteration 10Q: 3 clusters Score -1.208252e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 98155 members 
Entering Unmasked Estep 
Score: -12083127.000000 Penalty: 5705.000000
	Iteration 11Q: 3 clusters Score -1.208313e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 98398 members 
Entering Unmasked Estep 
Score: -12083387.000000 Penalty: 5705.000000
	Iteration 12Q: 3 clusters Score -1.208339e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 98494 members 
Entering Unmasked Estep 
Score: -12083498.000000 Penalty: 5705.000000
	Iteration 13Q: 3 clusters Score -1.20835e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 98530 members 
Entering Unmasked Estep 
Score: -12083554.000000 Penalty: 5705.000000
	Iteration 14Q: 3 clusters Score -1.208355e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 98550 members 
Entering Unmasked Estep 
Score: -12083595.000000 Penalty: 5705.000000
	Iteration 15Q: 3 clusters Score -1.20836e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 98566 members 
Entering Unmasked Estep 
Score: -12083645.000000 Penalty: 5705.000000
	Iteration 16Q: 3 clusters Score -1.208364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 98574 members 
Entering Unmasked Estep 
Score: -12083660.000000 Penalty: 5705.000000
	Iteration 17Q: 3 clusters Score -1.208366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 98579 members 
Entering Unmasked Estep 
Score: -12083666.000000 Penalty: 5705.000000
	Iteration 18Q: 3 clusters Score -1.208367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 98583 members 
Entering Unmasked Estep 
Score: -12083669.000000 Penalty: 5705.000000
	Iteration 19Q: 3 clusters Score -1.208367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 98587 members 
Entering Unmasked Estep 
Score: -12083665.000000 Penalty: 5705.000000
	Iteration 20F: 3 clusters Score -1.208366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 98591 members 
Entering Unmasked Estep 
Score: -12083675.000000 Penalty: 5705.000000
	Iteration 21Q: 3 clusters Score -1.208368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 98592 members 
Entering Unmasked Estep 
Score: -12083681.000000 Penalty: 5705.000000
	Iteration 22Q: 3 clusters Score -1.208368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 98592 members 
Entering Unmasked Estep 
Score: -12083681.000000 Penalty: 5705.000000
	Iteration 23F: 3 clusters Score -1.208368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (126518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126518 members 
Entering Unmasked Estep 
Score: -15468933.000000 Penalty: 2913.538818
	Iteration 0F: 2 clusters Score -1.546893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63281 members 
Mstep: Class 2 contains 63237 members 
Entering Unmasked Estep 
Score: -15384224.000000 Penalty: 5827.077637
	Iteration 0F: 3 clusters Score -1.538422e+07 nChanged 60278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64315 members 
Mstep: Class 2 contains 62203 members 
Entering Unmasked Estep 
Score: -15418611.000000 Penalty: 5827.077637
	Iteration 1F: 3 clusters Score -1.541861e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64796 members 
Mstep: Class 2 contains 61722 members 
Entering Unmasked Estep 
Score: -15419692.000000 Penalty: 5827.077637
	Iteration 2Q: 3 clusters Score -1.541969e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65436 members 
Mstep: Class 2 contains 61082 members 
Entering Unmasked Estep 
Score: -15421051.000000 Penalty: 5827.077637
	Iteration 3Q: 3 clusters Score -1.542105e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66495 members 
Mstep: Class 2 contains 60023 members 
Entering Unmasked Estep 
Score: -15423044.000000 Penalty: 5827.077637
	Iteration 4Q: 3 clusters Score -1.542304e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68118 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -15425498.000000 Penalty: 5827.077637
	Iteration 5Q: 3 clusters Score -1.54255e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70453 members 
Mstep: Class 2 contains 56065 members 
Entering Unmasked Estep 
Score: -15428361.000000 Penalty: 5827.077637
	Iteration 6Q: 3 clusters Score -1.542836e+07 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73768 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -15431777.000000 Penalty: 5827.077637
	Iteration 7F: 3 clusters Score -1.543178e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78422 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -15435963.000000 Penalty: 5827.077637
	Iteration 8F: 3 clusters Score -1.543596e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84178 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -15440974.000000 Penalty: 5827.077637
	Iteration 9F: 3 clusters Score -1.544097e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90623 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -15446390.000000 Penalty: 5827.077637
	Iteration 10F: 3 clusters Score -1.544639e+07 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97022 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -15451618.000000 Penalty: 5827.077637
	Iteration 11F: 3 clusters Score -1.545162e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102774 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -15456328.000000 Penalty: 5827.077637
	Iteration 12Q: 3 clusters Score -1.545633e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107322 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -15459728.000000 Penalty: 5827.077637
	Iteration 13Q: 3 clusters Score -1.545973e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110840 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -15462137.000000 Penalty: 5827.077637
	Iteration 14Q: 3 clusters Score -1.546214e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113573 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -15463877.000000 Penalty: 5827.077637
	Iteration 15Q: 3 clusters Score -1.546388e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115634 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -15465114.000000 Penalty: 5827.077637
	Iteration 16Q: 3 clusters Score -1.546511e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117287 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -15465953.000000 Penalty: 5827.077637
	Iteration 17Q: 3 clusters Score -1.546595e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118577 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -15466681.000000 Penalty: 5827.077637
	Iteration 18Q: 3 clusters Score -1.546668e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119585 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -15467133.000000 Penalty: 5827.077637
	Iteration 19Q: 3 clusters Score -1.546713e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120315 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -15467560.000000 Penalty: 5827.077637
	Iteration 20F: 3 clusters Score -1.546756e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120860 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -15467736.000000 Penalty: 5827.077637
	Iteration 21Q: 3 clusters Score -1.546774e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121283 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -15467881.000000 Penalty: 5827.077637
	Iteration 22Q: 3 clusters Score -1.546788e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121589 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -15467961.000000 Penalty: 5827.077637
	Iteration 23Q: 3 clusters Score -1.546796e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121846 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -15468061.000000 Penalty: 5827.077637
	Iteration 24Q: 3 clusters Score -1.546806e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122066 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -15468150.000000 Penalty: 5827.077637
	Iteration 25Q: 3 clusters Score -1.546815e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122238 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -15468207.000000 Penalty: 5827.077637
	Iteration 26Q: 3 clusters Score -1.546821e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122398 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -15468252.000000 Penalty: 5827.077637
	Iteration 27Q: 3 clusters Score -1.546825e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122533 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -15468277.000000 Penalty: 5827.077637
	Iteration 28Q: 3 clusters Score -1.546828e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122665 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -15468273.000000 Penalty: 5827.077637
	Iteration 29Q: 3 clusters Score -1.546827e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122780 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -15468307.000000 Penalty: 5827.077637
	Iteration 30Q: 3 clusters Score -1.546831e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122880 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -15468344.000000 Penalty: 5827.077637
	Iteration 31Q: 3 clusters Score -1.546834e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122959 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -15468401.000000 Penalty: 5827.077637
	Iteration 32Q: 3 clusters Score -1.54684e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123026 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -15468397.000000 Penalty: 5827.077637
	Iteration 33Q: 3 clusters Score -1.54684e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123096 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -15468438.000000 Penalty: 5827.077637
	Iteration 34Q: 3 clusters Score -1.546844e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123157 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -15468439.000000 Penalty: 5827.077637
	Iteration 35Q: 3 clusters Score -1.546844e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123196 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -15468431.000000 Penalty: 5827.077637
	Iteration 36Q: 3 clusters Score -1.546843e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123231 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -15468449.000000 Penalty: 5827.077637
	Iteration 37Q: 3 clusters Score -1.546845e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123268 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -15468479.000000 Penalty: 5827.077637
	Iteration 38Q: 3 clusters Score -1.546848e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123291 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -15468475.000000 Penalty: 5827.077637
	Iteration 39Q: 3 clusters Score -1.546848e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123308 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -15468503.000000 Penalty: 5827.077637
	Iteration 40F: 3 clusters Score -1.54685e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123313 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -15468483.000000 Penalty: 5827.077637
	Iteration 41Q: 3 clusters Score -1.546848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123319 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -15468466.000000 Penalty: 5827.077637
	Iteration 42Q: 3 clusters Score -1.546847e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123329 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -15468473.000000 Penalty: 5827.077637
	Iteration 43Q: 3 clusters Score -1.546847e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123337 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -15468507.000000 Penalty: 5827.077637
	Iteration 44Q: 3 clusters Score -1.546851e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123345 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -15468503.000000 Penalty: 5827.077637
	Iteration 45Q: 3 clusters Score -1.54685e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123354 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -15468495.000000 Penalty: 5827.077637
	Iteration 46Q: 3 clusters Score -1.54685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123360 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -15468508.000000 Penalty: 5827.077637
	Iteration 47Q: 3 clusters Score -1.546851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123364 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -15468511.000000 Penalty: 5827.077637
	Iteration 48Q: 3 clusters Score -1.546851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123371 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -15468523.000000 Penalty: 5827.077637
	Iteration 49Q: 3 clusters Score -1.546852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123377 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -15468515.000000 Penalty: 5827.077637
	Iteration 50Q: 3 clusters Score -1.546852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123385 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -15468523.000000 Penalty: 5827.077637
	Iteration 51Q: 3 clusters Score -1.546852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123388 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -15468527.000000 Penalty: 5827.077637
	Iteration 52Q: 3 clusters Score -1.546853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123392 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -15468526.000000 Penalty: 5827.077637
	Iteration 53Q: 3 clusters Score -1.546853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123395 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -15468513.000000 Penalty: 5827.077637
	Iteration 54Q: 3 clusters Score -1.546851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123396 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -15468511.000000 Penalty: 5827.077637
	Iteration 55Q: 3 clusters Score -1.546851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123396 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -15468511.000000 Penalty: 5827.077637
	Iteration 56F: 3 clusters Score -1.546851e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Entering Unmasked Estep 
Score: -778719.812500 Penalty: 2183.472656
	Iteration 0F: 2 clusters Score -778719.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -773150.937500 Penalty: 4366.945312
	Iteration 0F: 3 clusters Score -773150.9 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -774679.812500 Penalty: 4366.945312
	Iteration 1F: 3 clusters Score -774679.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -775087.562500 Penalty: 4366.945312
	Iteration 2F: 3 clusters Score -775087.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -775429.312500 Penalty: 4366.945312
	Iteration 3F: 3 clusters Score -775429.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -775802.625000 Penalty: 4366.945312
	Iteration 4F: 3 clusters Score -775802.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -776208.375000 Penalty: 4366.945312
	Iteration 5F: 3 clusters Score -776208.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -776571.062500 Penalty: 4366.945312
	Iteration 6F: 3 clusters Score -776571.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -776846.500000 Penalty: 4366.945312
	Iteration 7F: 3 clusters Score -776846.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -777015.687500 Penalty: 4366.945312
	Iteration 8Q: 3 clusters Score -777015.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -777154.187500 Penalty: 4366.945312
	Iteration 9Q: 3 clusters Score -777154.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -777248.125000 Penalty: 4366.945312
	Iteration 10Q: 3 clusters Score -777248.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -777316.625000 Penalty: 4366.945312
	Iteration 11Q: 3 clusters Score -777316.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -777363.250000 Penalty: 4366.945312
	Iteration 12Q: 3 clusters Score -777363.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -777390.875000 Penalty: 4366.945312
	Iteration 13Q: 3 clusters Score -777390.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -777411.375000 Penalty: 4366.945312
	Iteration 14Q: 3 clusters Score -777411.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -777427.437500 Penalty: 4366.945312
	Iteration 15Q: 3 clusters Score -777427.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -777440.500000 Penalty: 4366.945312
	Iteration 16Q: 3 clusters Score -777440.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -777449.500000 Penalty: 4366.945312
	Iteration 17Q: 3 clusters Score -777449.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -777453.687500 Penalty: 4366.945312
	Iteration 18Q: 3 clusters Score -777453.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -777459.062500 Penalty: 4366.945312
	Iteration 19Q: 3 clusters Score -777459.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -777464.437500 Penalty: 4366.945312
	Iteration 20F: 3 clusters Score -777464.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -777469.375000 Penalty: 4366.945312
	Iteration 21Q: 3 clusters Score -777469.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -777474.187500 Penalty: 4366.945312
	Iteration 22Q: 3 clusters Score -777474.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -777475.937500 Penalty: 4366.945312
	Iteration 23Q: 3 clusters Score -777475.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -777476.937500 Penalty: 4366.945312
	Iteration 24Q: 3 clusters Score -777476.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -777475.062500 Penalty: 4366.945312
	Iteration 25Q: 3 clusters Score -777475.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -777478.625000 Penalty: 4366.945312
	Iteration 26Q: 3 clusters Score -777478.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -777479.250000 Penalty: 4366.945312
	Iteration 27Q: 3 clusters Score -777479.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -777480.937500 Penalty: 4366.945312
	Iteration 28Q: 3 clusters Score -777480.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -777480.500000 Penalty: 4366.945312
	Iteration 29Q: 3 clusters Score -777480.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -777480.750000 Penalty: 4366.945312
	Iteration 30Q: 3 clusters Score -777480.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -777481.062500 Penalty: 4366.945312
	Iteration 31Q: 3 clusters Score -777481.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -777482.875000 Penalty: 4366.945312
	Iteration 32Q: 3 clusters Score -777482.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -777484.375000 Penalty: 4366.945312
	Iteration 33Q: 3 clusters Score -777484.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -777483.937500 Penalty: 4366.945312
	Iteration 34Q: 3 clusters Score -777483.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -777484.750000 Penalty: 4366.945312
	Iteration 35Q: 3 clusters Score -777484.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -777484.937500 Penalty: 4366.945312
	Iteration 36Q: 3 clusters Score -777484.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -777484.937500 Penalty: 4366.945312
	Iteration 37F: 3 clusters Score -777484.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Entering Unmasked Estep 
Score: -2321703.250000 Penalty: 2435.642334
	Iteration 0F: 2 clusters Score -2321703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2308642.000000 Penalty: 4871.284668
	Iteration 0F: 3 clusters Score -2308642 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2312959.250000 Penalty: 4871.284668
	Iteration 1F: 3 clusters Score -2312959 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2313303.000000 Penalty: 4871.284668
	Iteration 2F: 3 clusters Score -2313303 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2313612.750000 Penalty: 4871.284668
	Iteration 3Q: 3 clusters Score -2313613 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2313855.250000 Penalty: 4871.284668
	Iteration 4Q: 3 clusters Score -2313855 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2314112.500000 Penalty: 4871.284668
	Iteration 5Q: 3 clusters Score -2314112 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2314368.500000 Penalty: 4871.284668
	Iteration 6Q: 3 clusters Score -2314368 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2314661.250000 Penalty: 4871.284668
	Iteration 7Q: 3 clusters Score -2314661 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2314972.250000 Penalty: 4871.284668
	Iteration 8Q: 3 clusters Score -2314972 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2315366.750000 Penalty: 4871.284668
	Iteration 9Q: 3 clusters Score -2315367 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2315810.250000 Penalty: 4871.284668
	Iteration 10Q: 3 clusters Score -2315810 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2316266.250000 Penalty: 4871.284668
	Iteration 11Q: 3 clusters Score -2316266 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2316711.500000 Penalty: 4871.284668
	Iteration 12Q: 3 clusters Score -2316712 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2317077.500000 Penalty: 4871.284668
	Iteration 13Q: 3 clusters Score -2317078 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2317397.500000 Penalty: 4871.284668
	Iteration 14Q: 3 clusters Score -2317398 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2317609.000000 Penalty: 4871.284668
	Iteration 15Q: 3 clusters Score -2317609 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2317758.250000 Penalty: 4871.284668
	Iteration 16Q: 3 clusters Score -2317758 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2317873.250000 Penalty: 4871.284668
	Iteration 17Q: 3 clusters Score -2317873 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2317951.500000 Penalty: 4871.284668
	Iteration 18Q: 3 clusters Score -2317952 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2317989.000000 Penalty: 4871.284668
	Iteration 19Q: 3 clusters Score -2317989 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2318016.250000 Penalty: 4871.284668
	Iteration 20F: 3 clusters Score -2318016 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2318050.000000 Penalty: 4871.284668
	Iteration 21Q: 3 clusters Score -2318050 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2318067.250000 Penalty: 4871.284668
	Iteration 22Q: 3 clusters Score -2318067 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2318087.500000 Penalty: 4871.284668
	Iteration 23Q: 3 clusters Score -2318088 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2318103.250000 Penalty: 4871.284668
	Iteration 24Q: 3 clusters Score -2318103 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2318113.750000 Penalty: 4871.284668
	Iteration 25Q: 3 clusters Score -2318114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2318123.750000 Penalty: 4871.284668
	Iteration 26Q: 3 clusters Score -2318124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2318126.250000 Penalty: 4871.284668
	Iteration 27Q: 3 clusters Score -2318126 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2318137.250000 Penalty: 4871.284668
	Iteration 28Q: 3 clusters Score -2318137 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2318145.250000 Penalty: 4871.284668
	Iteration 29Q: 3 clusters Score -2318145 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2318151.750000 Penalty: 4871.284668
	Iteration 30Q: 3 clusters Score -2318152 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2318168.750000 Penalty: 4871.284668
	Iteration 31Q: 3 clusters Score -2318169 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2318189.000000 Penalty: 4871.284668
	Iteration 32Q: 3 clusters Score -2318189 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2318196.250000 Penalty: 4871.284668
	Iteration 33Q: 3 clusters Score -2318196 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2318220.750000 Penalty: 4871.284668
	Iteration 34Q: 3 clusters Score -2318221 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2318236.750000 Penalty: 4871.284668
	Iteration 35Q: 3 clusters Score -2318237 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2318250.000000 Penalty: 4871.284668
	Iteration 36Q: 3 clusters Score -2318250 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2318264.500000 Penalty: 4871.284668
	Iteration 37Q: 3 clusters Score -2318264 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2318268.500000 Penalty: 4871.284668
	Iteration 38Q: 3 clusters Score -2318268 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2318283.750000 Penalty: 4871.284668
	Iteration 39Q: 3 clusters Score -2318284 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2318294.250000 Penalty: 4871.284668
	Iteration 40F: 3 clusters Score -2318294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2318300.750000 Penalty: 4871.284668
	Iteration 41Q: 3 clusters Score -2318301 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2318307.250000 Penalty: 4871.284668
	Iteration 42Q: 3 clusters Score -2318307 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2318310.500000 Penalty: 4871.284668
	Iteration 43Q: 3 clusters Score -2318310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -2318315.750000 Penalty: 4871.284668
	Iteration 44Q: 3 clusters Score -2318316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2318318.750000 Penalty: 4871.284668
	Iteration 45Q: 3 clusters Score -2318319 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2318326.500000 Penalty: 4871.284668
	Iteration 46Q: 3 clusters Score -2318326 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2318334.000000 Penalty: 4871.284668
	Iteration 47Q: 3 clusters Score -2318334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2318333.750000 Penalty: 4871.284668
	Iteration 48Q: 3 clusters Score -2318334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2318342.000000 Penalty: 4871.284668
	Iteration 49Q: 3 clusters Score -2318342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2318340.750000 Penalty: 4871.284668
	Iteration 50Q: 3 clusters Score -2318341 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2318349.000000 Penalty: 4871.284668
	Iteration 51Q: 3 clusters Score -2318349 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2318361.250000 Penalty: 4871.284668
	Iteration 52Q: 3 clusters Score -2318361 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2318373.500000 Penalty: 4871.284668
	Iteration 53Q: 3 clusters Score -2318374 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2318386.000000 Penalty: 4871.284668
	Iteration 54Q: 3 clusters Score -2318386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2318389.000000 Penalty: 4871.284668
	Iteration 55Q: 3 clusters Score -2318389 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -2318400.250000 Penalty: 4871.284668
	Iteration 56Q: 3 clusters Score -2318400 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2318415.750000 Penalty: 4871.284668
	Iteration 57Q: 3 clusters Score -2318416 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2318422.500000 Penalty: 4871.284668
	Iteration 58Q: 3 clusters Score -2318422 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2318445.000000 Penalty: 4871.284668
	Iteration 59Q: 3 clusters Score -2318445 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2318450.000000 Penalty: 4871.284668
	Iteration 60F: 3 clusters Score -2318450 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2318461.000000 Penalty: 4871.284668
	Iteration 61Q: 3 clusters Score -2318461 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2318464.750000 Penalty: 4871.284668
	Iteration 62Q: 3 clusters Score -2318465 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2318468.250000 Penalty: 4871.284668
	Iteration 63Q: 3 clusters Score -2318468 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2318484.000000 Penalty: 4871.284668
	Iteration 64Q: 3 clusters Score -2318484 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2318497.500000 Penalty: 4871.284668
	Iteration 65Q: 3 clusters Score -2318498 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2318511.500000 Penalty: 4871.284668
	Iteration 66Q: 3 clusters Score -2318512 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2318521.500000 Penalty: 4871.284668
	Iteration 67Q: 3 clusters Score -2318522 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2318532.500000 Penalty: 4871.284668
	Iteration 68Q: 3 clusters Score -2318532 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2318551.250000 Penalty: 4871.284668
	Iteration 69Q: 3 clusters Score -2318551 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2318563.750000 Penalty: 4871.284668
	Iteration 70Q: 3 clusters Score -2318564 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2318578.500000 Penalty: 4871.284668
	Iteration 71Q: 3 clusters Score -2318578 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2318595.250000 Penalty: 4871.284668
	Iteration 72Q: 3 clusters Score -2318595 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2318622.000000 Penalty: 4871.284668
	Iteration 73Q: 3 clusters Score -2318622 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2318652.000000 Penalty: 4871.284668
	Iteration 74Q: 3 clusters Score -2318652 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2318674.750000 Penalty: 4871.284668
	Iteration 75Q: 3 clusters Score -2318675 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2318705.750000 Penalty: 4871.284668
	Iteration 76Q: 3 clusters Score -2318706 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2318730.500000 Penalty: 4871.284668
	Iteration 77Q: 3 clusters Score -2318730 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2318760.000000 Penalty: 4871.284668
	Iteration 78Q: 3 clusters Score -2318760 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2318786.250000 Penalty: 4871.284668
	Iteration 79Q: 3 clusters Score -2318786 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2318819.000000 Penalty: 4871.284668
	Iteration 80F: 3 clusters Score -2318819 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2318848.000000 Penalty: 4871.284668
	Iteration 81Q: 3 clusters Score -2318848 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2318881.250000 Penalty: 4871.284668
	Iteration 82Q: 3 clusters Score -2318881 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2318917.500000 Penalty: 4871.284668
	Iteration 83Q: 3 clusters Score -2318918 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2318953.000000 Penalty: 4871.284668
	Iteration 84Q: 3 clusters Score -2318953 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2318997.000000 Penalty: 4871.284668
	Iteration 85Q: 3 clusters Score -2318997 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2319036.750000 Penalty: 4871.284668
	Iteration 86Q: 3 clusters Score -2319037 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2319081.000000 Penalty: 4871.284668
	Iteration 87Q: 3 clusters Score -2319081 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2319106.000000 Penalty: 4871.284668
	Iteration 88Q: 3 clusters Score -2319106 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2319139.750000 Penalty: 4871.284668
	Iteration 89Q: 3 clusters Score -2319140 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2319168.500000 Penalty: 4871.284668
	Iteration 90Q: 3 clusters Score -2319168 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2319184.250000 Penalty: 4871.284668
	Iteration 91Q: 3 clusters Score -2319184 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2319219.250000 Penalty: 4871.284668
	Iteration 92Q: 3 clusters Score -2319219 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2319248.750000 Penalty: 4871.284668
	Iteration 93Q: 3 clusters Score -2319249 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2319259.500000 Penalty: 4871.284668
	Iteration 94Q: 3 clusters Score -2319260 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2319280.250000 Penalty: 4871.284668
	Iteration 95Q: 3 clusters Score -2319280 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2319295.750000 Penalty: 4871.284668
	Iteration 96Q: 3 clusters Score -2319296 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2319312.750000 Penalty: 4871.284668
	Iteration 97Q: 3 clusters Score -2319313 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2319332.250000 Penalty: 4871.284668
	Iteration 98Q: 3 clusters Score -2319332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2319360.500000 Penalty: 4871.284668
	Iteration 99Q: 3 clusters Score -2319360 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2319391.000000 Penalty: 4871.284668
	Iteration 100F: 3 clusters Score -2319391 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2319411.250000 Penalty: 4871.284668
	Iteration 101Q: 3 clusters Score -2319411 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2319420.750000 Penalty: 4871.284668
	Iteration 102Q: 3 clusters Score -2319421 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2319432.500000 Penalty: 4871.284668
	Iteration 103Q: 3 clusters Score -2319432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2319438.750000 Penalty: 4871.284668
	Iteration 104Q: 3 clusters Score -2319439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2319448.500000 Penalty: 4871.284668
	Iteration 105Q: 3 clusters Score -2319448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2319456.500000 Penalty: 4871.284668
	Iteration 106Q: 3 clusters Score -2319456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2319459.000000 Penalty: 4871.284668
	Iteration 107Q: 3 clusters Score -2319459 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2319468.500000 Penalty: 4871.284668
	Iteration 108Q: 3 clusters Score -2319468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2319470.750000 Penalty: 4871.284668
	Iteration 109Q: 3 clusters Score -2319471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2319482.750000 Penalty: 4871.284668
	Iteration 110Q: 3 clusters Score -2319483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2319489.250000 Penalty: 4871.284668
	Iteration 111Q: 3 clusters Score -2319489 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2319497.500000 Penalty: 4871.284668
	Iteration 112Q: 3 clusters Score -2319498 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2319503.500000 Penalty: 4871.284668
	Iteration 113Q: 3 clusters Score -2319504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2319507.500000 Penalty: 4871.284668
	Iteration 114Q: 3 clusters Score -2319508 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2319515.250000 Penalty: 4871.284668
	Iteration 115Q: 3 clusters Score -2319515 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2319524.000000 Penalty: 4871.284668
	Iteration 116Q: 3 clusters Score -2319524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2319533.500000 Penalty: 4871.284668
	Iteration 117Q: 3 clusters Score -2319534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2319546.000000 Penalty: 4871.284668
	Iteration 118Q: 3 clusters Score -2319546 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2319555.750000 Penalty: 4871.284668
	Iteration 119Q: 3 clusters Score -2319556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2319559.500000 Penalty: 4871.284668
	Iteration 120F: 3 clusters Score -2319560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2319565.250000 Penalty: 4871.284668
	Iteration 121Q: 3 clusters Score -2319565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2319576.500000 Penalty: 4871.284668
	Iteration 122Q: 3 clusters Score -2319576 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2319579.500000 Penalty: 4871.284668
	Iteration 123Q: 3 clusters Score -2319580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2319585.250000 Penalty: 4871.284668
	Iteration 124Q: 3 clusters Score -2319585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2319593.500000 Penalty: 4871.284668
	Iteration 125Q: 3 clusters Score -2319594 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2319598.750000 Penalty: 4871.284668
	Iteration 126Q: 3 clusters Score -2319599 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2319600.000000 Penalty: 4871.284668
	Iteration 127Q: 3 clusters Score -2319600 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2319601.750000 Penalty: 4871.284668
	Iteration 128Q: 3 clusters Score -2319602 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2319601.250000 Penalty: 4871.284668
	Iteration 129Q: 3 clusters Score -2319601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2319602.250000 Penalty: 4871.284668
	Iteration 130Q: 3 clusters Score -2319602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2319609.000000 Penalty: 4871.284668
	Iteration 131Q: 3 clusters Score -2319609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2319613.000000 Penalty: 4871.284668
	Iteration 132Q: 3 clusters Score -2319613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2319617.000000 Penalty: 4871.284668
	Iteration 133Q: 3 clusters Score -2319617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2319622.000000 Penalty: 4871.284668
	Iteration 134Q: 3 clusters Score -2319622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2319625.250000 Penalty: 4871.284668
	Iteration 135Q: 3 clusters Score -2319625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2319624.750000 Penalty: 4871.284668
	Iteration 136Q: 3 clusters Score -2319625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2319622.750000 Penalty: 4871.284668
	Iteration 137Q: 3 clusters Score -2319623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2319623.750000 Penalty: 4871.284668
	Iteration 138Q: 3 clusters Score -2319624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2319622.750000 Penalty: 4871.284668
	Iteration 139Q: 3 clusters Score -2319623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2319623.500000 Penalty: 4871.284668
	Iteration 140F: 3 clusters Score -2319624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2319626.250000 Penalty: 4871.284668
	Iteration 141Q: 3 clusters Score -2319626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2319624.250000 Penalty: 4871.284668
	Iteration 142Q: 3 clusters Score -2319624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2319625.750000 Penalty: 4871.284668
	Iteration 143Q: 3 clusters Score -2319626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2319625.500000 Penalty: 4871.284668
	Iteration 144Q: 3 clusters Score -2319626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2319625.250000 Penalty: 4871.284668
	Iteration 145Q: 3 clusters Score -2319625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2319626.750000 Penalty: 4871.284668
	Iteration 146Q: 3 clusters Score -2319627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2319628.000000 Penalty: 4871.284668
	Iteration 147Q: 3 clusters Score -2319628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2319629.750000 Penalty: 4871.284668
	Iteration 148Q: 3 clusters Score -2319630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2319637.000000 Penalty: 4871.284668
	Iteration 149Q: 3 clusters Score -2319637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2319639.000000 Penalty: 4871.284668
	Iteration 150Q: 3 clusters Score -2319639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2319643.750000 Penalty: 4871.284668
	Iteration 151Q: 3 clusters Score -2319644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2319648.750000 Penalty: 4871.284668
	Iteration 152Q: 3 clusters Score -2319649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2319648.000000 Penalty: 4871.284668
	Iteration 153Q: 3 clusters Score -2319648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2319647.250000 Penalty: 4871.284668
	Iteration 154Q: 3 clusters Score -2319647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2319648.750000 Penalty: 4871.284668
	Iteration 155Q: 3 clusters Score -2319649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2319647.000000 Penalty: 4871.284668
	Iteration 156Q: 3 clusters Score -2319647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2319647.000000 Penalty: 4871.284668
	Iteration 157F: 3 clusters Score -2319647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Entering Unmasked Estep 
Score: -4847608.000000 Penalty: 2642.947754
	Iteration 0F: 2 clusters Score -4847608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -4818849.000000 Penalty: 5285.895508
	Iteration 0F: 3 clusters Score -4818849 nChanged 19636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -4829954.500000 Penalty: 5285.895508
	Iteration 1F: 3 clusters Score -4829954 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -4830770.000000 Penalty: 5285.895508
	Iteration 2Q: 3 clusters Score -4830770 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -4831689.500000 Penalty: 5285.895508
	Iteration 3F: 3 clusters Score -4831690 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -4832669.500000 Penalty: 5285.895508
	Iteration 4F: 3 clusters Score -4832670 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -4833747.500000 Penalty: 5285.895508
	Iteration 5F: 3 clusters Score -4833748 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -4834863.500000 Penalty: 5285.895508
	Iteration 6F: 3 clusters Score -4834864 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -4836074.500000 Penalty: 5285.895508
	Iteration 7F: 3 clusters Score -4836074 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -4837397.500000 Penalty: 5285.895508
	Iteration 8F: 3 clusters Score -4837398 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -4838767.000000 Penalty: 5285.895508
	Iteration 9Q: 3 clusters Score -4838767 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -4840154.000000 Penalty: 5285.895508
	Iteration 10Q: 3 clusters Score -4840154 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -4841475.000000 Penalty: 5285.895508
	Iteration 11Q: 3 clusters Score -4841475 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -4842594.000000 Penalty: 5285.895508
	Iteration 12Q: 3 clusters Score -4842594 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -4843464.500000 Penalty: 5285.895508
	Iteration 13Q: 3 clusters Score -4843464 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -4844147.500000 Penalty: 5285.895508
	Iteration 14Q: 3 clusters Score -4844148 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -4844640.000000 Penalty: 5285.895508
	Iteration 15Q: 3 clusters Score -4844640 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -4844981.000000 Penalty: 5285.895508
	Iteration 16Q: 3 clusters Score -4844981 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -4845255.000000 Penalty: 5285.895508
	Iteration 17Q: 3 clusters Score -4845255 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -4845422.000000 Penalty: 5285.895508
	Iteration 18Q: 3 clusters Score -4845422 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -4845536.500000 Penalty: 5285.895508
	Iteration 19Q: 3 clusters Score -4845536 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4845634.500000 Penalty: 5285.895508
	Iteration 20F: 3 clusters Score -4845634 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4845692.000000 Penalty: 5285.895508
	Iteration 21Q: 3 clusters Score -4845692 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -4845757.500000 Penalty: 5285.895508
	Iteration 22Q: 3 clusters Score -4845758 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4845796.500000 Penalty: 5285.895508
	Iteration 23Q: 3 clusters Score -4845796 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -4845825.500000 Penalty: 5285.895508
	Iteration 24Q: 3 clusters Score -4845826 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -4845879.500000 Penalty: 5285.895508
	Iteration 25Q: 3 clusters Score -4845880 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4845901.000000 Penalty: 5285.895508
	Iteration 26Q: 3 clusters Score -4845901 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4845908.500000 Penalty: 5285.895508
	Iteration 27Q: 3 clusters Score -4845908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4845926.000000 Penalty: 5285.895508
	Iteration 28Q: 3 clusters Score -4845926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4845929.000000 Penalty: 5285.895508
	Iteration 29Q: 3 clusters Score -4845929 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4845945.000000 Penalty: 5285.895508
	Iteration 30Q: 3 clusters Score -4845945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4845951.500000 Penalty: 5285.895508
	Iteration 31Q: 3 clusters Score -4845952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4845963.500000 Penalty: 5285.895508
	Iteration 32Q: 3 clusters Score -4845964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4845980.500000 Penalty: 5285.895508
	Iteration 33Q: 3 clusters Score -4845980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4845970.000000 Penalty: 5285.895508
	Iteration 34Q: 3 clusters Score -4845970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4845989.500000 Penalty: 5285.895508
	Iteration 35Q: 3 clusters Score -4845990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4845995.000000 Penalty: 5285.895508
	Iteration 36Q: 3 clusters Score -4845995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4845989.500000 Penalty: 5285.895508
	Iteration 37Q: 3 clusters Score -4845990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4845991.500000 Penalty: 5285.895508
	Iteration 38Q: 3 clusters Score -4845992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4845994.000000 Penalty: 5285.895508
	Iteration 39Q: 3 clusters Score -4845994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4846001.500000 Penalty: 5285.895508
	Iteration 40F: 3 clusters Score -4846002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4846001.500000 Penalty: 5285.895508
	Iteration 41Q: 3 clusters Score -4846002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4845999.000000 Penalty: 5285.895508
	Iteration 42Q: 3 clusters Score -4845999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4846003.000000 Penalty: 5285.895508
	Iteration 43Q: 3 clusters Score -4846003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4846004.000000 Penalty: 5285.895508
	Iteration 44Q: 3 clusters Score -4846004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4846011.000000 Penalty: 5285.895508
	Iteration 45Q: 3 clusters Score -4846011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4846008.000000 Penalty: 5285.895508
	Iteration 46Q: 3 clusters Score -4846008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4846010.000000 Penalty: 5285.895508
	Iteration 47Q: 3 clusters Score -4846010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4846010.000000 Penalty: 5285.895508
	Iteration 48Q: 3 clusters Score -4846010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4846010.000000 Penalty: 5285.895508
	Iteration 49Q: 3 clusters Score -4846010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4846011.000000 Penalty: 5285.895508
	Iteration 50Q: 3 clusters Score -4846011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4846013.500000 Penalty: 5285.895508
	Iteration 51Q: 3 clusters Score -4846014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4846015.500000 Penalty: 5285.895508
	Iteration 52Q: 3 clusters Score -4846016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4846017.000000 Penalty: 5285.895508
	Iteration 53Q: 3 clusters Score -4846017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4846017.000000 Penalty: 5285.895508
	Iteration 54F: 3 clusters Score -4846017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Entering Unmasked Estep 
Score: -1483532.000000 Penalty: 2329.731201
	Iteration 0F: 2 clusters Score -1483532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1474566.000000 Penalty: 4659.462402
	Iteration 0F: 3 clusters Score -1474566 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1477249.875000 Penalty: 4659.462402
	Iteration 1F: 3 clusters Score -1477250 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1477572.875000 Penalty: 4659.462402
	Iteration 2F: 3 clusters Score -1477573 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1477820.625000 Penalty: 4659.462402
	Iteration 3Q: 3 clusters Score -1477821 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1478023.375000 Penalty: 4659.462402
	Iteration 4Q: 3 clusters Score -1478023 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1478230.625000 Penalty: 4659.462402
	Iteration 5Q: 3 clusters Score -1478231 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1478460.750000 Penalty: 4659.462402
	Iteration 6Q: 3 clusters Score -1478461 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1478712.625000 Penalty: 4659.462402
	Iteration 7Q: 3 clusters Score -1478713 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1479010.750000 Penalty: 4659.462402
	Iteration 8Q: 3 clusters Score -1479011 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1479332.375000 Penalty: 4659.462402
	Iteration 9Q: 3 clusters Score -1479332 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1479664.500000 Penalty: 4659.462402
	Iteration 10Q: 3 clusters Score -1479664 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1479987.125000 Penalty: 4659.462402
	Iteration 11Q: 3 clusters Score -1479987 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1480313.750000 Penalty: 4659.462402
	Iteration 12Q: 3 clusters Score -1480314 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1480574.875000 Penalty: 4659.462402
	Iteration 13Q: 3 clusters Score -1480575 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1480780.750000 Penalty: 4659.462402
	Iteration 14Q: 3 clusters Score -1480781 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1480939.500000 Penalty: 4659.462402
	Iteration 15Q: 3 clusters Score -1480940 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1481066.375000 Penalty: 4659.462402
	Iteration 16Q: 3 clusters Score -1481066 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1481159.000000 Penalty: 4659.462402
	Iteration 17Q: 3 clusters Score -1481159 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1481248.125000 Penalty: 4659.462402
	Iteration 18Q: 3 clusters Score -1481248 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1481318.000000 Penalty: 4659.462402
	Iteration 19Q: 3 clusters Score -1481318 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1481366.250000 Penalty: 4659.462402
	Iteration 20F: 3 clusters Score -1481366 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1481399.375000 Penalty: 4659.462402
	Iteration 21Q: 3 clusters Score -1481399 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1481431.250000 Penalty: 4659.462402
	Iteration 22Q: 3 clusters Score -1481431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1481449.625000 Penalty: 4659.462402
	Iteration 23Q: 3 clusters Score -1481450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1481460.500000 Penalty: 4659.462402
	Iteration 24Q: 3 clusters Score -1481460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1481469.875000 Penalty: 4659.462402
	Iteration 25Q: 3 clusters Score -1481470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1481474.750000 Penalty: 4659.462402
	Iteration 26Q: 3 clusters Score -1481475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1481477.250000 Penalty: 4659.462402
	Iteration 27Q: 3 clusters Score -1481477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1481481.625000 Penalty: 4659.462402
	Iteration 28Q: 3 clusters Score -1481482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1481486.125000 Penalty: 4659.462402
	Iteration 29Q: 3 clusters Score -1481486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1481485.625000 Penalty: 4659.462402
	Iteration 30Q: 3 clusters Score -1481486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1481486.875000 Penalty: 4659.462402
	Iteration 31Q: 3 clusters Score -1481487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1481488.625000 Penalty: 4659.462402
	Iteration 32Q: 3 clusters Score -1481489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1481491.375000 Penalty: 4659.462402
	Iteration 33Q: 3 clusters Score -1481491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1481494.000000 Penalty: 4659.462402
	Iteration 34Q: 3 clusters Score -1481494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1481494.500000 Penalty: 4659.462402
	Iteration 35Q: 3 clusters Score -1481494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1481494.500000 Penalty: 4659.462402
	Iteration 36F: 3 clusters Score -1481494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Entering Unmasked Estep 
Score: -1216703.750000 Penalty: 2284.833008
	Iteration 0F: 2 clusters Score -1216704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1209083.875000 Penalty: 4569.666016
	Iteration 0F: 3 clusters Score -1209084 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1211475.875000 Penalty: 4569.666016
	Iteration 1F: 3 clusters Score -1211476 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1211962.375000 Penalty: 4569.666016
	Iteration 2F: 3 clusters Score -1211962 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1212399.625000 Penalty: 4569.666016
	Iteration 3F: 3 clusters Score -1212400 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1212843.625000 Penalty: 4569.666016
	Iteration 4F: 3 clusters Score -1212844 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1213268.000000 Penalty: 4569.666016
	Iteration 5F: 3 clusters Score -1213268 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1213650.375000 Penalty: 4569.666016
	Iteration 6F: 3 clusters Score -1213650 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1213942.250000 Penalty: 4569.666016
	Iteration 7Q: 3 clusters Score -1213942 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1214163.500000 Penalty: 4569.666016
	Iteration 8Q: 3 clusters Score -1214164 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1214336.625000 Penalty: 4569.666016
	Iteration 9Q: 3 clusters Score -1214337 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1214469.375000 Penalty: 4569.666016
	Iteration 10Q: 3 clusters Score -1214469 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1214569.000000 Penalty: 4569.666016
	Iteration 11Q: 3 clusters Score -1214569 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1214631.875000 Penalty: 4569.666016
	Iteration 12Q: 3 clusters Score -1214632 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1214683.375000 Penalty: 4569.666016
	Iteration 13Q: 3 clusters Score -1214683 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1214712.250000 Penalty: 4569.666016
	Iteration 14Q: 3 clusters Score -1214712 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1214728.625000 Penalty: 4569.666016
	Iteration 15Q: 3 clusters Score -1214729 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1214740.000000 Penalty: 4569.666016
	Iteration 16Q: 3 clusters Score -1214740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1214748.625000 Penalty: 4569.666016
	Iteration 17Q: 3 clusters Score -1214749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1214756.375000 Penalty: 4569.666016
	Iteration 18Q: 3 clusters Score -1214756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1214758.750000 Penalty: 4569.666016
	Iteration 19Q: 3 clusters Score -1214759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1214762.250000 Penalty: 4569.666016
	Iteration 20F: 3 clusters Score -1214762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1214764.250000 Penalty: 4569.666016
	Iteration 21Q: 3 clusters Score -1214764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1214768.875000 Penalty: 4569.666016
	Iteration 22Q: 3 clusters Score -1214769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1214771.125000 Penalty: 4569.666016
	Iteration 23Q: 3 clusters Score -1214771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1214772.625000 Penalty: 4569.666016
	Iteration 24Q: 3 clusters Score -1214773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1214770.000000 Penalty: 4569.666016
	Iteration 25Q: 3 clusters Score -1214770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1214771.250000 Penalty: 4569.666016
	Iteration 26Q: 3 clusters Score -1214771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1214771.375000 Penalty: 4569.666016
	Iteration 27Q: 3 clusters Score -1214771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1214771.875000 Penalty: 4569.666016
	Iteration 28Q: 3 clusters Score -1214772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1214774.375000 Penalty: 4569.666016
	Iteration 29Q: 3 clusters Score -1214774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1214774.375000 Penalty: 4569.666016
	Iteration 30F: 3 clusters Score -1214774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Entering Unmasked Estep 
Score: -4524153.500000 Penalty: 2606.009766
	Iteration 0F: 2 clusters Score -4524154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -4499181.000000 Penalty: 5212.019531
	Iteration 0F: 3 clusters Score -4499181 nChanged 16638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -4508624.000000 Penalty: 5212.019531
	Iteration 1F: 3 clusters Score -4508624 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -4509326.000000 Penalty: 5212.019531
	Iteration 2Q: 3 clusters Score -4509326 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -4510084.000000 Penalty: 5212.019531
	Iteration 3Q: 3 clusters Score -4510084 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -4510910.500000 Penalty: 5212.019531
	Iteration 4Q: 3 clusters Score -4510910 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -4511748.000000 Penalty: 5212.019531
	Iteration 5Q: 3 clusters Score -4511748 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -4512540.500000 Penalty: 5212.019531
	Iteration 6Q: 3 clusters Score -4512540 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -4513333.500000 Penalty: 5212.019531
	Iteration 7Q: 3 clusters Score -4513334 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -4514157.500000 Penalty: 5212.019531
	Iteration 8Q: 3 clusters Score -4514158 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -4515143.000000 Penalty: 5212.019531
	Iteration 9Q: 3 clusters Score -4515143 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -4516162.000000 Penalty: 5212.019531
	Iteration 10Q: 3 clusters Score -4516162 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -4517121.500000 Penalty: 5212.019531
	Iteration 11Q: 3 clusters Score -4517122 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -4517879.000000 Penalty: 5212.019531
	Iteration 12Q: 3 clusters Score -4517879 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -4518355.500000 Penalty: 5212.019531
	Iteration 13Q: 3 clusters Score -4518356 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -4518700.000000 Penalty: 5212.019531
	Iteration 14Q: 3 clusters Score -4518700 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -4519002.500000 Penalty: 5212.019531
	Iteration 15Q: 3 clusters Score -4519002 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -4519288.000000 Penalty: 5212.019531
	Iteration 16Q: 3 clusters Score -4519288 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -4519570.500000 Penalty: 5212.019531
	Iteration 17Q: 3 clusters Score -4519570 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -4519831.000000 Penalty: 5212.019531
	Iteration 18Q: 3 clusters Score -4519831 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -4520101.500000 Penalty: 5212.019531
	Iteration 19Q: 3 clusters Score -4520102 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -4520412.500000 Penalty: 5212.019531
	Iteration 20F: 3 clusters Score -4520412 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -4520667.500000 Penalty: 5212.019531
	Iteration 21Q: 3 clusters Score -4520668 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -4520896.000000 Penalty: 5212.019531
	Iteration 22Q: 3 clusters Score -4520896 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -4521126.000000 Penalty: 5212.019531
	Iteration 23Q: 3 clusters Score -4521126 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -4521307.500000 Penalty: 5212.019531
	Iteration 24Q: 3 clusters Score -4521308 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -4521481.000000 Penalty: 5212.019531
	Iteration 25Q: 3 clusters Score -4521481 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -4521611.000000 Penalty: 5212.019531
	Iteration 26Q: 3 clusters Score -4521611 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -4521684.500000 Penalty: 5212.019531
	Iteration 27Q: 3 clusters Score -4521684 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -4521735.000000 Penalty: 5212.019531
	Iteration 28Q: 3 clusters Score -4521735 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -4521799.500000 Penalty: 5212.019531
	Iteration 29Q: 3 clusters Score -4521800 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4521831 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4521868 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4521908 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4521930 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -4521944.500000 Penalty: 5212.019531
	Iteration 34Q: 3 clusters Score -4521944 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -4521969.000000 Penalty: 5212.019531
	Iteration 35Q: 3 clusters Score -4521969 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -4521993.500000 Penalty: 5212.019531
	Iteration 36Q: 3 clusters Score -4521994 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -4522030.500000 Penalty: 5212.019531
	Iteration 37Q: 3 clusters Score -4522030 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4522070 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -4522068.500000 Penalty: 5212.019531
	Iteration 39Q: 3 clusters Score -4522068 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -4522108.000000 Penalty: 5212.019531
	Iteration 40F: 3 clusters Score -4522108 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -4522111.500000 Penalty: 5212.019531
	Iteration 41Q: 3 clusters Score -4522112 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -4522137.000000 Penalty: 5212.019531
	Iteration 42Q: 3 clusters Score -4522137 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -4522155.500000 Penalty: 5212.019531
	Iteration 43Q: 3 clusters Score -4522156 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -4522169.000000 Penalty: 5212.019531
	Iteration 44Q: 3 clusters Score -4522169 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -4522189.000000 Penalty: 5212.019531
	Iteration 45Q: 3 clusters Score -4522189 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -4522202.000000 Penalty: 5212.019531
	Iteration 46Q: 3 clusters Score -4522202 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -4522213.500000 Penalty: 5212.019531
	Iteration 47Q: 3 clusters Score -4522214 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -4522222.500000 Penalty: 5212.019531
	Iteration 48Q: 3 clusters Score -4522222 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -4522249.500000 Penalty: 5212.019531
	Iteration 49Q: 3 clusters Score -4522250 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -4522266.000000 Penalty: 5212.019531
	Iteration 50Q: 3 clusters Score -4522266 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -4522263.500000 Penalty: 5212.019531
	Iteration 51Q: 3 clusters Score -4522264 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -4522268.000000 Penalty: 5212.019531
	Iteration 52Q: 3 clusters Score -4522268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -4522278.500000 Penalty: 5212.019531
	Iteration 53Q: 3 clusters Score -4522278 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -4522295.500000 Penalty: 5212.019531
	Iteration 54Q: 3 clusters Score -4522296 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -4522305.000000 Penalty: 5212.019531
	Iteration 55Q: 3 clusters Score -4522305 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -4522315.500000 Penalty: 5212.019531
	Iteration 56Q: 3 clusters Score -4522316 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4522316 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -4522307.500000 Penalty: 5212.019531
	Iteration 58Q: 3 clusters Score -4522308 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -4522323.000000 Penalty: 5212.019531
	Iteration 59Q: 3 clusters Score -4522323 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -4522330.500000 Penalty: 5212.019531
	Iteration 60F: 3 clusters Score -4522330 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -4522328.000000 Penalty: 5212.019531
	Iteration 61Q: 3 clusters Score -4522328 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -4522335.000000 Penalty: 5212.019531
	Iteration 62Q: 3 clusters Score -4522335 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -4522342.000000 Penalty: 5212.019531
	Iteration 63Q: 3 clusters Score -4522342 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4522355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4522355 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -4522360.500000 Penalty: 5212.019531
	Iteration 66Q: 3 clusters Score -4522360 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -4522371.000000 Penalty: 5212.019531
	Iteration 67Q: 3 clusters Score -4522371 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -4522366.500000 Penalty: 5212.019531
	Iteration 68Q: 3 clusters Score -4522366 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -4522382.500000 Penalty: 5212.019531
	Iteration 69Q: 3 clusters Score -4522382 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -4522394.500000 Penalty: 5212.019531
	Iteration 70Q: 3 clusters Score -4522394 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -4522396.000000 Penalty: 5212.019531
	Iteration 71Q: 3 clusters Score -4522396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -4522404.500000 Penalty: 5212.019531
	Iteration 72Q: 3 clusters Score -4522404 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -4522428.000000 Penalty: 5212.019531
	Iteration 73Q: 3 clusters Score -4522428 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -4522432.500000 Penalty: 5212.019531
	Iteration 74Q: 3 clusters Score -4522432 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -4522430.000000 Penalty: 5212.019531
	Iteration 75Q: 3 clusters Score -4522430 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -4522441.500000 Penalty: 5212.019531
	Iteration 76Q: 3 clusters Score -4522442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -4522460.500000 Penalty: 5212.019531
	Iteration 77Q: 3 clusters Score -4522460 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -4522462.500000 Penalty: 5212.019531
	Iteration 78Q: 3 clusters Score -4522462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -4522453.500000 Penalty: 5212.019531
	Iteration 79Q: 3 clusters Score -4522454 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4522462 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -4522475.500000 Penalty: 5212.019531
	Iteration 81Q: 3 clusters Score -4522476 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -4522474.500000 Penalty: 5212.019531
	Iteration 82Q: 3 clusters Score -4522474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -4522481.000000 Penalty: 5212.019531
	Iteration 83Q: 3 clusters Score -4522481 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -4522488.000000 Penalty: 5212.019531
	Iteration 84Q: 3 clusters Score -4522488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -4522492.500000 Penalty: 5212.019531
	Iteration 85Q: 3 clusters Score -4522492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -4522500.000000 Penalty: 5212.019531
	Iteration 86Q: 3 clusters Score -4522500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -4522497.000000 Penalty: 5212.019531
	Iteration 87Q: 3 clusters Score -4522497 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -4522502.500000 Penalty: 5212.019531
	Iteration 88Q: 3 clusters Score -4522502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -4522511.500000 Penalty: 5212.019531
	Iteration 89Q: 3 clusters Score -4522512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -4522525.500000 Penalty: 5212.019531
	Iteration 90Q: 3 clusters Score -4522526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -4522530.500000 Penalty: 5212.019531
	Iteration 91Q: 3 clusters Score -4522530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -4522537.000000 Penalty: 5212.019531
	Iteration 92Q: 3 clusters Score -4522537 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -4522529.500000 Penalty: 5212.019531
	Iteration 93Q: 3 clusters Score -4522530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -4522539.500000 Penalty: 5212.019531
	Iteration 94Q: 3 clusters Score -4522540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -4522545.500000 Penalty: 5212.019531
	Iteration 95Q: 3 clusters Score -4522546 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -4522532.500000 Penalty: 5212.019531
	Iteration 96Q: 3 clusters Score -4522532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -4522550.500000 Penalty: 5212.019531
	Iteration 97Q: 3 clusters Score -4522550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -4522554.000000 Penalty: 5212.019531
	Iteration 98Q: 3 clusters Score -4522554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4522554 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -4522562.000000 Penalty: 5212.019531
	Iteration 100F: 3 clusters Score -4522562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -4522563.500000 Penalty: 5212.019531
	Iteration 101Q: 3 clusters Score -4522564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -4522574.000000 Penalty: 5212.019531
	Iteration 102Q: 3 clusters Score -4522574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -4522583.500000 Penalty: 5212.019531
	Iteration 103Q: 3 clusters Score -4522584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -4522580.000000 Penalty: 5212.019531
	Iteration 104Q: 3 clusters Score -4522580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -4522581.500000 Penalty: 5212.019531
	Iteration 105Q: 3 clusters Score -4522582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -4522576.500000 Penalty: 5212.019531
	Iteration 106Q: 3 clusters Score -4522576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4522581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4522583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -4522573.000000 Penalty: 5212.019531
	Iteration 109Q: 3 clusters Score -4522573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -4522578.000000 Penalty: 5212.019531
	Iteration 110Q: 3 clusters Score -4522578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -4522582.000000 Penalty: 5212.019531
	Iteration 111Q: 3 clusters Score -4522582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -4522584.500000 Penalty: 5212.019531
	Iteration 112Q: 3 clusters Score -4522584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -4522587.500000 Penalty: 5212.019531
	Iteration 113Q: 3 clusters Score -4522588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -4522595.000000 Penalty: 5212.019531
	Iteration 114Q: 3 clusters Score -4522595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4522596 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4522595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -4522601.500000 Penalty: 5212.019531
	Iteration 117Q: 3 clusters Score -4522602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -4522622.000000 Penalty: 5212.019531
	Iteration 118Q: 3 clusters Score -4522622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -4522631.500000 Penalty: 5212.019531
	Iteration 119Q: 3 clusters Score -4522632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -4522622.000000 Penalty: 5212.019531
	Iteration 120F: 3 clusters Score -4522622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -4522628.500000 Penalty: 5212.019531
	Iteration 121Q: 3 clusters Score -4522628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -4522628.000000 Penalty: 5212.019531
	Iteration 122Q: 3 clusters Score -4522628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -4522644.000000 Penalty: 5212.019531
	Iteration 123Q: 3 clusters Score -4522644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -4522655.500000 Penalty: 5212.019531
	Iteration 124Q: 3 clusters Score -4522656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -4522648.000000 Penalty: 5212.019531
	Iteration 125Q: 3 clusters Score -4522648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -4522644.500000 Penalty: 5212.019531
	Iteration 126Q: 3 clusters Score -4522644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -4522655.500000 Penalty: 5212.019531
	Iteration 127Q: 3 clusters Score -4522656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -4522644.000000 Penalty: 5212.019531
	Iteration 128Q: 3 clusters Score -4522644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -4522646.000000 Penalty: 5212.019531
	Iteration 129Q: 3 clusters Score -4522646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -4522646.500000 Penalty: 5212.019531
	Iteration 130Q: 3 clusters Score -4522646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -4522658.000000 Penalty: 5212.019531
	Iteration 131Q: 3 clusters Score -4522658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -4522651.000000 Penalty: 5212.019531
	Iteration 132Q: 3 clusters Score -4522651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -4522652.000000 Penalty: 5212.019531
	Iteration 133Q: 3 clusters Score -4522652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -4522648.500000 Penalty: 5212.019531
	Iteration 134Q: 3 clusters Score -4522648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -4522658.000000 Penalty: 5212.019531
	Iteration 135Q: 3 clusters Score -4522658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -4522657.500000 Penalty: 5212.019531
	Iteration 136Q: 3 clusters Score -4522658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -4522658.000000 Penalty: 5212.019531
	Iteration 137Q: 3 clusters Score -4522658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -4522656.500000 Penalty: 5212.019531
	Iteration 138Q: 3 clusters Score -4522656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -4522650.500000 Penalty: 5212.019531
	Iteration 139Q: 3 clusters Score -4522650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -4522655.500000 Penalty: 5212.019531
	Iteration 140F: 3 clusters Score -4522656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -4522653.000000 Penalty: 5212.019531
	Iteration 141Q: 3 clusters Score -4522653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -4522660.500000 Penalty: 5212.019531
	Iteration 142Q: 3 clusters Score -4522660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -4522662.500000 Penalty: 5212.019531
	Iteration 143Q: 3 clusters Score -4522662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -4522664.000000 Penalty: 5212.019531
	Iteration 144Q: 3 clusters Score -4522664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -4522662.500000 Penalty: 5212.019531
	Iteration 145Q: 3 clusters Score -4522662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -4522669.500000 Penalty: 5212.019531
	Iteration 146Q: 3 clusters Score -4522670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -4522665.000000 Penalty: 5212.019531
	Iteration 147Q: 3 clusters Score -4522665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -4522666.500000 Penalty: 5212.019531
	Iteration 148Q: 3 clusters Score -4522666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -4522661.000000 Penalty: 5212.019531
	Iteration 149Q: 3 clusters Score -4522661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -4522665.500000 Penalty: 5212.019531
	Iteration 150Q: 3 clusters Score -4522666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -4522671.500000 Penalty: 5212.019531
	Iteration 151Q: 3 clusters Score -4522672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -4522671.500000 Penalty: 5212.019531
	Iteration 152F: 3 clusters Score -4522672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (229950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229950 members 
Entering Unmasked Estep 
Score: -28064310.000000 Penalty: 3061.713135
	Iteration 0F: 2 clusters Score -2.806431e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114891 members 
Mstep: Class 2 contains 115059 members 
Entering Unmasked Estep 
Score: -27912702.000000 Penalty: 6123.426270
	Iteration 0F: 3 clusters Score -2.79127e+07 nChanged 110887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112742 members 
Mstep: Class 2 contains 117208 members 
Entering Unmasked Estep 
Score: -27978856.000000 Penalty: 6123.426270
	Iteration 1F: 3 clusters Score -2.797886e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111308 members 
Mstep: Class 2 contains 118642 members 
Entering Unmasked Estep 
Score: -27980122.000000 Penalty: 6123.426270
	Iteration 2Q: 3 clusters Score -2.798012e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108939 members 
Mstep: Class 2 contains 121011 members 
Entering Unmasked Estep 
Score: -27981774.000000 Penalty: 6123.426270
	Iteration 3Q: 3 clusters Score -2.798177e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105120 members 
Mstep: Class 2 contains 124830 members 
Entering Unmasked Estep 
Score: -27983990.000000 Penalty: 6123.426270
	Iteration 4Q: 3 clusters Score -2.798399e+07 nChanged 9234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98880 members 
Mstep: Class 2 contains 131070 members 
Entering Unmasked Estep 
Score: -27986858.000000 Penalty: 6123.426270
	Iteration 5Q: 3 clusters Score -2.798686e+07 nChanged 11698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89688 members 
Mstep: Class 2 contains 140262 members 
Entering Unmasked Estep 
Score: -27992008.000000 Penalty: 6123.426270
	Iteration 6F: 3 clusters Score -2.799201e+07 nChanged 14592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76892 members 
Mstep: Class 2 contains 153058 members 
Entering Unmasked Estep 
Score: -28000108.000000 Penalty: 6123.426270
	Iteration 7F: 3 clusters Score -2.800011e+07 nChanged 16759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61217 members 
Mstep: Class 2 contains 168733 members 
Entering Unmasked Estep 
Score: -28011160.000000 Penalty: 6123.426270
	Iteration 8F: 3 clusters Score -2.801116e+07 nChanged 17484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 185751 members 
Entering Unmasked Estep 
Score: -28023812.000000 Penalty: 6123.426270
	Iteration 9F: 3 clusters Score -2.802381e+07 nChanged 15917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 201514 members 
Entering Unmasked Estep 
Score: -28036700.000000 Penalty: 6123.426270
	Iteration 10F: 3 clusters Score -2.80367e+07 nChanged 12574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 214050 members 
Entering Unmasked Estep 
Score: -28047644.000000 Penalty: 6123.426270
	Iteration 11F: 3 clusters Score -2.804764e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 222271 members 
Entering Unmasked Estep 
Score: -28055166.000000 Penalty: 6123.426270
	Iteration 12Q: 3 clusters Score -2.805517e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 226621 members 
Entering Unmasked Estep 
Score: -28058822.000000 Penalty: 6123.426270
	Iteration 13Q: 3 clusters Score -2.805882e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 228498 members 
Entering Unmasked Estep 
Score: -28060474.000000 Penalty: 6123.426270
	Iteration 14Q: 3 clusters Score -2.806047e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 229187 members 
Entering Unmasked Estep 
Score: -28061058.000000 Penalty: 6123.426270
	Iteration 15Q: 3 clusters Score -2.806106e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 229435 members 
Entering Unmasked Estep 
Score: -28061310.000000 Penalty: 6123.426270
	Iteration 16Q: 3 clusters Score -2.806131e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 229536 members 
Entering Unmasked Estep 
Score: -28061474.000000 Penalty: 6123.426270
	Iteration 17Q: 3 clusters Score -2.806147e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 229581 members 
Entering Unmasked Estep 
Score: -28061526.000000 Penalty: 6123.426270
	Iteration 18Q: 3 clusters Score -2.806153e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 229608 members 
Entering Unmasked Estep 
Score: -28061578.000000 Penalty: 6123.426270
	Iteration 19Q: 3 clusters Score -2.806158e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 229615 members 
Entering Unmasked Estep 
Score: -28061610.000000 Penalty: 6123.426270
	Iteration 20F: 3 clusters Score -2.806161e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 229610 members 
Entering Unmasked Estep 
Score: -28061612.000000 Penalty: 6123.426270
	Iteration 21Q: 3 clusters Score -2.806161e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 229612 members 
Entering Unmasked Estep 
Score: -28061616.000000 Penalty: 6123.426270
	Iteration 22Q: 3 clusters Score -2.806162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 229614 members 
Entering Unmasked Estep 
Score: -28061650.000000 Penalty: 6123.426270
	Iteration 23Q: 3 clusters Score -2.806165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 229619 members 
Entering Unmasked Estep 
Score: -28061656.000000 Penalty: 6123.426270
	Iteration 24Q: 3 clusters Score -2.806166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 229621 members 
Entering Unmasked Estep 
Score: -28061670.000000 Penalty: 6123.426270
	Iteration 25Q: 3 clusters Score -2.806167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 229621 members 
Entering Unmasked Estep 
Score: -28061684.000000 Penalty: 6123.426270
	Iteration 26Q: 3 clusters Score -2.806168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 229619 members 
Entering Unmasked Estep 
Score: -28061666.000000 Penalty: 6123.426270
	Iteration 27Q: 3 clusters Score -2.806167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 229619 members 
Entering Unmasked Estep 
Score: -28061676.000000 Penalty: 6123.426270
	Iteration 28Q: 3 clusters Score -2.806168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 229620 members 
Entering Unmasked Estep 
Score: -28061662.000000 Penalty: 6123.426270
	Iteration 29Q: 3 clusters Score -2.806166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 229619 members 
Entering Unmasked Estep 
Score: -28061672.000000 Penalty: 6123.426270
	Iteration 30Q: 3 clusters Score -2.806167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 229617 members 
Entering Unmasked Estep 
Score: -28061678.000000 Penalty: 6123.426270
	Iteration 31Q: 3 clusters Score -2.806168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 229617 members 
Entering Unmasked Estep 
Score: -28061678.000000 Penalty: 6123.426270
	Iteration 32F: 3 clusters Score -2.806168e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Entering Unmasked Estep 
Score: -4063535.500000 Penalty: 2582.359863
	Iteration 0F: 2 clusters Score -4063536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -4040791.250000 Penalty: 5164.719727
	Iteration 0F: 3 clusters Score -4040791 nChanged 15109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -4049181.000000 Penalty: 5164.719727
	Iteration 1F: 3 clusters Score -4049181 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -4049945.250000 Penalty: 5164.719727
	Iteration 2F: 3 clusters Score -4049945 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -4050764.750000 Penalty: 5164.719727
	Iteration 3F: 3 clusters Score -4050765 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -4051778.000000 Penalty: 5164.719727
	Iteration 4F: 3 clusters Score -4051778 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -4053004.000000 Penalty: 5164.719727
	Iteration 5F: 3 clusters Score -4053004 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -4054403.500000 Penalty: 5164.719727
	Iteration 6F: 3 clusters Score -4054404 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -4055851.250000 Penalty: 5164.719727
	Iteration 7F: 3 clusters Score -4055851 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -4057168.750000 Penalty: 5164.719727
	Iteration 8F: 3 clusters Score -4057169 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -4058147.000000 Penalty: 5164.719727
	Iteration 9Q: 3 clusters Score -4058147 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -4058677.000000 Penalty: 5164.719727
	Iteration 10Q: 3 clusters Score -4058677 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -4058958.000000 Penalty: 5164.719727
	Iteration 11Q: 3 clusters Score -4058958 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -4059108.250000 Penalty: 5164.719727
	Iteration 12Q: 3 clusters Score -4059108 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -4059225.500000 Penalty: 5164.719727
	Iteration 13Q: 3 clusters Score -4059226 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -4059334.000000 Penalty: 5164.719727
	Iteration 14Q: 3 clusters Score -4059334 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -4059427.500000 Penalty: 5164.719727
	Iteration 15Q: 3 clusters Score -4059428 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -4059479.000000 Penalty: 5164.719727
	Iteration 16Q: 3 clusters Score -4059479 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -4059559.250000 Penalty: 5164.719727
	Iteration 17Q: 3 clusters Score -4059559 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -4059646.250000 Penalty: 5164.719727
	Iteration 18Q: 3 clusters Score -4059646 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -4059690.000000 Penalty: 5164.719727
	Iteration 19Q: 3 clusters Score -4059690 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -4059741.000000 Penalty: 5164.719727
	Iteration 20F: 3 clusters Score -4059741 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -4059785.750000 Penalty: 5164.719727
	Iteration 21Q: 3 clusters Score -4059786 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -4059821.250000 Penalty: 5164.719727
	Iteration 22Q: 3 clusters Score -4059821 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -4059850.000000 Penalty: 5164.719727
	Iteration 23Q: 3 clusters Score -4059850 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -4059874.250000 Penalty: 5164.719727
	Iteration 24Q: 3 clusters Score -4059874 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -4059912.750000 Penalty: 5164.719727
	Iteration 25Q: 3 clusters Score -4059913 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -4059946.000000 Penalty: 5164.719727
	Iteration 26Q: 3 clusters Score -4059946 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -4059978.750000 Penalty: 5164.719727
	Iteration 27Q: 3 clusters Score -4059979 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -4060011.500000 Penalty: 5164.719727
	Iteration 28Q: 3 clusters Score -4060012 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -4060036.000000 Penalty: 5164.719727
	Iteration 29Q: 3 clusters Score -4060036 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -4060069.500000 Penalty: 5164.719727
	Iteration 30Q: 3 clusters Score -4060070 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -4060096.500000 Penalty: 5164.719727
	Iteration 31Q: 3 clusters Score -4060096 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -4060126.750000 Penalty: 5164.719727
	Iteration 32Q: 3 clusters Score -4060127 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -4060164.500000 Penalty: 5164.719727
	Iteration 33Q: 3 clusters Score -4060164 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -4060201.750000 Penalty: 5164.719727
	Iteration 34Q: 3 clusters Score -4060202 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -4060229.750000 Penalty: 5164.719727
	Iteration 35Q: 3 clusters Score -4060230 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -4060253.250000 Penalty: 5164.719727
	Iteration 36Q: 3 clusters Score -4060253 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -4060278.750000 Penalty: 5164.719727
	Iteration 37Q: 3 clusters Score -4060279 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -4060298.750000 Penalty: 5164.719727
	Iteration 38Q: 3 clusters Score -4060299 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -4060327.250000 Penalty: 5164.719727
	Iteration 39Q: 3 clusters Score -4060327 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -4060340.500000 Penalty: 5164.719727
	Iteration 40F: 3 clusters Score -4060340 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -4060361.500000 Penalty: 5164.719727
	Iteration 41Q: 3 clusters Score -4060362 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -4060372.250000 Penalty: 5164.719727
	Iteration 42Q: 3 clusters Score -4060372 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -4060389.000000 Penalty: 5164.719727
	Iteration 43Q: 3 clusters Score -4060389 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -4060413.250000 Penalty: 5164.719727
	Iteration 44Q: 3 clusters Score -4060413 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -4060443.500000 Penalty: 5164.719727
	Iteration 45Q: 3 clusters Score -4060444 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -4060472.000000 Penalty: 5164.719727
	Iteration 46Q: 3 clusters Score -4060472 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -4060498.500000 Penalty: 5164.719727
	Iteration 47Q: 3 clusters Score -4060498 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -4060528.250000 Penalty: 5164.719727
	Iteration 48Q: 3 clusters Score -4060528 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -4060555.750000 Penalty: 5164.719727
	Iteration 49Q: 3 clusters Score -4060556 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -4060595.750000 Penalty: 5164.719727
	Iteration 50Q: 3 clusters Score -4060596 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -4060605.500000 Penalty: 5164.719727
	Iteration 51Q: 3 clusters Score -4060606 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -4060632.500000 Penalty: 5164.719727
	Iteration 52Q: 3 clusters Score -4060632 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -4060661.250000 Penalty: 5164.719727
	Iteration 53Q: 3 clusters Score -4060661 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -4060685.250000 Penalty: 5164.719727
	Iteration 54Q: 3 clusters Score -4060685 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -4060709.750000 Penalty: 5164.719727
	Iteration 55Q: 3 clusters Score -4060710 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -4060741.500000 Penalty: 5164.719727
	Iteration 56Q: 3 clusters Score -4060742 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -4060765.750000 Penalty: 5164.719727
	Iteration 57Q: 3 clusters Score -4060766 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -4060810.000000 Penalty: 5164.719727
	Iteration 58Q: 3 clusters Score -4060810 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -4060836.750000 Penalty: 5164.719727
	Iteration 59Q: 3 clusters Score -4060837 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -4060859.500000 Penalty: 5164.719727
	Iteration 60F: 3 clusters Score -4060860 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -4060878.000000 Penalty: 5164.719727
	Iteration 61Q: 3 clusters Score -4060878 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -4060909.750000 Penalty: 5164.719727
	Iteration 62Q: 3 clusters Score -4060910 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -4060948.750000 Penalty: 5164.719727
	Iteration 63Q: 3 clusters Score -4060949 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -4060978.250000 Penalty: 5164.719727
	Iteration 64Q: 3 clusters Score -4060978 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -4061003.000000 Penalty: 5164.719727
	Iteration 65Q: 3 clusters Score -4061003 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -4061018.250000 Penalty: 5164.719727
	Iteration 66Q: 3 clusters Score -4061018 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -4061042.500000 Penalty: 5164.719727
	Iteration 67Q: 3 clusters Score -4061042 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4061076.000000 Penalty: 5164.719727
	Iteration 68Q: 3 clusters Score -4061076 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -4061110.250000 Penalty: 5164.719727
	Iteration 69Q: 3 clusters Score -4061110 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -4061142.000000 Penalty: 5164.719727
	Iteration 70Q: 3 clusters Score -4061142 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4061179.250000 Penalty: 5164.719727
	Iteration 71Q: 3 clusters Score -4061179 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4061202.500000 Penalty: 5164.719727
	Iteration 72Q: 3 clusters Score -4061202 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4061242.750000 Penalty: 5164.719727
	Iteration 73Q: 3 clusters Score -4061243 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4061251.750000 Penalty: 5164.719727
	Iteration 74Q: 3 clusters Score -4061252 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4061275.000000 Penalty: 5164.719727
	Iteration 75Q: 3 clusters Score -4061275 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4061287.500000 Penalty: 5164.719727
	Iteration 76Q: 3 clusters Score -4061288 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4061299.500000 Penalty: 5164.719727
	Iteration 77Q: 3 clusters Score -4061300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4061322.000000 Penalty: 5164.719727
	Iteration 78Q: 3 clusters Score -4061322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4061333.250000 Penalty: 5164.719727
	Iteration 79Q: 3 clusters Score -4061333 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4061342.500000 Penalty: 5164.719727
	Iteration 80F: 3 clusters Score -4061342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4061352.500000 Penalty: 5164.719727
	Iteration 81Q: 3 clusters Score -4061352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4061354.750000 Penalty: 5164.719727
	Iteration 82Q: 3 clusters Score -4061355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4061361.000000 Penalty: 5164.719727
	Iteration 83Q: 3 clusters Score -4061361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4061360.500000 Penalty: 5164.719727
	Iteration 84Q: 3 clusters Score -4061360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4061366.000000 Penalty: 5164.719727
	Iteration 85Q: 3 clusters Score -4061366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4061371.750000 Penalty: 5164.719727
	Iteration 86Q: 3 clusters Score -4061372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4061374.500000 Penalty: 5164.719727
	Iteration 87Q: 3 clusters Score -4061374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4061377.250000 Penalty: 5164.719727
	Iteration 88Q: 3 clusters Score -4061377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4061385.500000 Penalty: 5164.719727
	Iteration 89Q: 3 clusters Score -4061386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4061387.500000 Penalty: 5164.719727
	Iteration 90Q: 3 clusters Score -4061388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4061395.500000 Penalty: 5164.719727
	Iteration 91Q: 3 clusters Score -4061396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4061396.000000 Penalty: 5164.719727
	Iteration 92Q: 3 clusters Score -4061396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4061399.500000 Penalty: 5164.719727
	Iteration 93Q: 3 clusters Score -4061400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4061402.500000 Penalty: 5164.719727
	Iteration 94Q: 3 clusters Score -4061402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4061403.000000 Penalty: 5164.719727
	Iteration 95Q: 3 clusters Score -4061403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4061407.750000 Penalty: 5164.719727
	Iteration 96Q: 3 clusters Score -4061408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4061408.000000 Penalty: 5164.719727
	Iteration 97Q: 3 clusters Score -4061408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4061417.000000 Penalty: 5164.719727
	Iteration 98Q: 3 clusters Score -4061417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4061413.500000 Penalty: 5164.719727
	Iteration 99Q: 3 clusters Score -4061414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4061412.750000 Penalty: 5164.719727
	Iteration 100F: 3 clusters Score -4061413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4061415.750000 Penalty: 5164.719727
	Iteration 101Q: 3 clusters Score -4061416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4061418.750000 Penalty: 5164.719727
	Iteration 102Q: 3 clusters Score -4061419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4061418.250000 Penalty: 5164.719727
	Iteration 103Q: 3 clusters Score -4061418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4061418.750000 Penalty: 5164.719727
	Iteration 104Q: 3 clusters Score -4061419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4061422.500000 Penalty: 5164.719727
	Iteration 105Q: 3 clusters Score -4061422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4061429.250000 Penalty: 5164.719727
	Iteration 106Q: 3 clusters Score -4061429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4061425.000000 Penalty: 5164.719727
	Iteration 107Q: 3 clusters Score -4061425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4061421.750000 Penalty: 5164.719727
	Iteration 108Q: 3 clusters Score -4061422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4061428.750000 Penalty: 5164.719727
	Iteration 109Q: 3 clusters Score -4061429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4061428.750000 Penalty: 5164.719727
	Iteration 110F: 3 clusters Score -4061429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -79301.687500 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -79301.69 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 378 members 
Entering Unmasked Estep 
Score: -77620.523438 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -77620.52 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -77881.414062 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -77881.41 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -77981.656250 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -77981.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -78069.304688 Penalty: 3279.572266
	Iteration 3Q: 3 clusters Score -78069.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -78133.867188 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -78133.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -78172.671875 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -78172.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -78196.570312 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -78196.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -78219.195312 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -78219.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -78235.007812 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -78235.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -78236.500000 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -78236.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -78238.289062 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -78238.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -78239.632812 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -78239.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -78239.632812 Penalty: 3279.572266
	Iteration 12F: 3 clusters Score -78239.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (154668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154668 members 
Entering Unmasked Estep 
Score: -18752772.000000 Penalty: 2963.361084
	Iteration 0F: 2 clusters Score -1.875277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77653 members 
Mstep: Class 2 contains 77015 members 
Entering Unmasked Estep 
Score: -18648902.000000 Penalty: 5926.722168
	Iteration 0F: 3 clusters Score -1.86489e+07 nChanged 74094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82055 members 
Mstep: Class 2 contains 72613 members 
Entering Unmasked Estep 
Score: -18692526.000000 Penalty: 5926.722168
	Iteration 1F: 3 clusters Score -1.869253e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85002 members 
Mstep: Class 2 contains 69666 members 
Entering Unmasked Estep 
Score: -18694220.000000 Penalty: 5926.722168
	Iteration 2Q: 3 clusters Score -1.869422e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89350 members 
Mstep: Class 2 contains 65318 members 
Entering Unmasked Estep 
Score: -18696570.000000 Penalty: 5926.722168
	Iteration 3Q: 3 clusters Score -1.869657e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95641 members 
Mstep: Class 2 contains 59027 members 
Entering Unmasked Estep 
Score: -18700478.000000 Penalty: 5926.722168
	Iteration 4Q: 3 clusters Score -1.870048e+07 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104381 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -18706932.000000 Penalty: 5926.722168
	Iteration 5F: 3 clusters Score -1.870693e+07 nChanged 11354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115307 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -18715892.000000 Penalty: 5926.722168
	Iteration 6F: 3 clusters Score -1.871589e+07 nChanged 12099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127256 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -18726642.000000 Penalty: 5926.722168
	Iteration 7F: 3 clusters Score -1.872664e+07 nChanged 10834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138036 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -18736512.000000 Penalty: 5926.722168
	Iteration 8F: 3 clusters Score -1.873651e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145656 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -18743518.000000 Penalty: 5926.722168
	Iteration 9Q: 3 clusters Score -1.874352e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149981 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -18746956.000000 Penalty: 5926.722168
	Iteration 10Q: 3 clusters Score -1.874696e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152156 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -18748644.000000 Penalty: 5926.722168
	Iteration 11Q: 3 clusters Score -1.874864e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153176 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -18749474.000000 Penalty: 5926.722168
	Iteration 12Q: 3 clusters Score -1.874947e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153642 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -18749846.000000 Penalty: 5926.722168
	Iteration 13Q: 3 clusters Score -1.874985e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153877 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -18750006.000000 Penalty: 5926.722168
	Iteration 14Q: 3 clusters Score -1.875001e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153975 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -18750084.000000 Penalty: 5926.722168
	Iteration 15Q: 3 clusters Score -1.875008e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154035 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -18750128.000000 Penalty: 5926.722168
	Iteration 16Q: 3 clusters Score -1.875013e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154080 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -18750168.000000 Penalty: 5926.722168
	Iteration 17Q: 3 clusters Score -1.875017e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154110 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -18750186.000000 Penalty: 5926.722168
	Iteration 18Q: 3 clusters Score -1.875019e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154127 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -18750230.000000 Penalty: 5926.722168
	Iteration 19Q: 3 clusters Score -1.875023e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154144 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -18750250.000000 Penalty: 5926.722168
	Iteration 20F: 3 clusters Score -1.875025e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154157 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -18750264.000000 Penalty: 5926.722168
	Iteration 21Q: 3 clusters Score -1.875026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154161 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -18750266.000000 Penalty: 5926.722168
	Iteration 22Q: 3 clusters Score -1.875027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154167 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -18750276.000000 Penalty: 5926.722168
	Iteration 23Q: 3 clusters Score -1.875028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154177 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -18750294.000000 Penalty: 5926.722168
	Iteration 24Q: 3 clusters Score -1.875029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154184 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -18750296.000000 Penalty: 5926.722168
	Iteration 25Q: 3 clusters Score -1.87503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154188 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -18750294.000000 Penalty: 5926.722168
	Iteration 26Q: 3 clusters Score -1.875029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154190 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -18750302.000000 Penalty: 5926.722168
	Iteration 27Q: 3 clusters Score -1.87503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154191 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -18750296.000000 Penalty: 5926.722168
	Iteration 28Q: 3 clusters Score -1.87503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154191 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -18750296.000000 Penalty: 5926.722168
	Iteration 29F: 3 clusters Score -1.87503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Entering Unmasked Estep 
Score: -3445924.500000 Penalty: 2557.198242
	Iteration 0F: 2 clusters Score -3445924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -3425265.000000 Penalty: 5114.396484
	Iteration 0F: 3 clusters Score -3425265 nChanged 13629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -3432639.500000 Penalty: 5114.396484
	Iteration 1F: 3 clusters Score -3432640 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3433204.000000 Penalty: 5114.396484
	Iteration 2Q: 3 clusters Score -3433204 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -3433794.250000 Penalty: 5114.396484
	Iteration 3Q: 3 clusters Score -3433794 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -3434423.000000 Penalty: 5114.396484
	Iteration 4Q: 3 clusters Score -3434423 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -3435133.500000 Penalty: 5114.396484
	Iteration 5Q: 3 clusters Score -3435134 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3435943.750000 Penalty: 5114.396484
	Iteration 6Q: 3 clusters Score -3435944 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -3436848.750000 Penalty: 5114.396484
	Iteration 7F: 3 clusters Score -3436849 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -3437676.750000 Penalty: 5114.396484
	Iteration 8Q: 3 clusters Score -3437677 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3438275.250000 Penalty: 5114.396484
	Iteration 9Q: 3 clusters Score -3438275 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -3438721.250000 Penalty: 5114.396484
	Iteration 10Q: 3 clusters Score -3438721 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3439047.250000 Penalty: 5114.396484
	Iteration 11Q: 3 clusters Score -3439047 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -3439315.250000 Penalty: 5114.396484
	Iteration 12Q: 3 clusters Score -3439315 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -3439500.250000 Penalty: 5114.396484
	Iteration 13Q: 3 clusters Score -3439500 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -3439659.000000 Penalty: 5114.396484
	Iteration 14Q: 3 clusters Score -3439659 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -3439782.500000 Penalty: 5114.396484
	Iteration 15Q: 3 clusters Score -3439782 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -3439909.750000 Penalty: 5114.396484
	Iteration 16Q: 3 clusters Score -3439910 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -3440038.000000 Penalty: 5114.396484
	Iteration 17Q: 3 clusters Score -3440038 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -3440177.500000 Penalty: 5114.396484
	Iteration 18Q: 3 clusters Score -3440178 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -3440286.250000 Penalty: 5114.396484
	Iteration 19Q: 3 clusters Score -3440286 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -3440406.250000 Penalty: 5114.396484
	Iteration 20F: 3 clusters Score -3440406 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -3440510.000000 Penalty: 5114.396484
	Iteration 21Q: 3 clusters Score -3440510 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -3440601.500000 Penalty: 5114.396484
	Iteration 22Q: 3 clusters Score -3440602 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -3440724.250000 Penalty: 5114.396484
	Iteration 23Q: 3 clusters Score -3440724 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -3440832.000000 Penalty: 5114.396484
	Iteration 24Q: 3 clusters Score -3440832 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -3440952.250000 Penalty: 5114.396484
	Iteration 25Q: 3 clusters Score -3440952 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3441064.500000 Penalty: 5114.396484
	Iteration 26Q: 3 clusters Score -3441064 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -3441163.500000 Penalty: 5114.396484
	Iteration 27Q: 3 clusters Score -3441164 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -3441251.750000 Penalty: 5114.396484
	Iteration 28Q: 3 clusters Score -3441252 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -3441326.000000 Penalty: 5114.396484
	Iteration 29Q: 3 clusters Score -3441326 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -3441400.000000 Penalty: 5114.396484
	Iteration 30Q: 3 clusters Score -3441400 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -3441488.250000 Penalty: 5114.396484
	Iteration 31Q: 3 clusters Score -3441488 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -3441560.500000 Penalty: 5114.396484
	Iteration 32Q: 3 clusters Score -3441560 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -3441658.250000 Penalty: 5114.396484
	Iteration 33Q: 3 clusters Score -3441658 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -3441752.250000 Penalty: 5114.396484
	Iteration 34Q: 3 clusters Score -3441752 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3441871.250000 Penalty: 5114.396484
	Iteration 35Q: 3 clusters Score -3441871 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -3441994.750000 Penalty: 5114.396484
	Iteration 36Q: 3 clusters Score -3441995 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -3442117.250000 Penalty: 5114.396484
	Iteration 37Q: 3 clusters Score -3442117 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -3442258.750000 Penalty: 5114.396484
	Iteration 38Q: 3 clusters Score -3442259 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -3442392.000000 Penalty: 5114.396484
	Iteration 39Q: 3 clusters Score -3442392 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -3442506.750000 Penalty: 5114.396484
	Iteration 40F: 3 clusters Score -3442507 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -3442620.000000 Penalty: 5114.396484
	Iteration 41Q: 3 clusters Score -3442620 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -3442731.750000 Penalty: 5114.396484
	Iteration 42Q: 3 clusters Score -3442732 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -3442816.000000 Penalty: 5114.396484
	Iteration 43Q: 3 clusters Score -3442816 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -3442912.250000 Penalty: 5114.396484
	Iteration 44Q: 3 clusters Score -3442912 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -3442998.500000 Penalty: 5114.396484
	Iteration 45Q: 3 clusters Score -3442998 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -3443064.500000 Penalty: 5114.396484
	Iteration 46Q: 3 clusters Score -3443064 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -3443175.500000 Penalty: 5114.396484
	Iteration 47Q: 3 clusters Score -3443176 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -3443262.250000 Penalty: 5114.396484
	Iteration 48Q: 3 clusters Score -3443262 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -3443324.500000 Penalty: 5114.396484
	Iteration 49Q: 3 clusters Score -3443324 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3443400.250000 Penalty: 5114.396484
	Iteration 50Q: 3 clusters Score -3443400 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3443442.250000 Penalty: 5114.396484
	Iteration 51Q: 3 clusters Score -3443442 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3443496.750000 Penalty: 5114.396484
	Iteration 52Q: 3 clusters Score -3443497 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3443539.000000 Penalty: 5114.396484
	Iteration 53Q: 3 clusters Score -3443539 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3443571.500000 Penalty: 5114.396484
	Iteration 54Q: 3 clusters Score -3443572 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3443600.250000 Penalty: 5114.396484
	Iteration 55Q: 3 clusters Score -3443600 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3443636.250000 Penalty: 5114.396484
	Iteration 56Q: 3 clusters Score -3443636 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3443661.750000 Penalty: 5114.396484
	Iteration 57Q: 3 clusters Score -3443662 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3443683.500000 Penalty: 5114.396484
	Iteration 58Q: 3 clusters Score -3443684 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3443705.250000 Penalty: 5114.396484
	Iteration 59Q: 3 clusters Score -3443705 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3443713.500000 Penalty: 5114.396484
	Iteration 60F: 3 clusters Score -3443714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3443725.250000 Penalty: 5114.396484
	Iteration 61Q: 3 clusters Score -3443725 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3443745.250000 Penalty: 5114.396484
	Iteration 62Q: 3 clusters Score -3443745 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3443750.500000 Penalty: 5114.396484
	Iteration 63Q: 3 clusters Score -3443750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3443754.750000 Penalty: 5114.396484
	Iteration 64Q: 3 clusters Score -3443755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3443767.500000 Penalty: 5114.396484
	Iteration 65Q: 3 clusters Score -3443768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3443779.000000 Penalty: 5114.396484
	Iteration 66Q: 3 clusters Score -3443779 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3443789.750000 Penalty: 5114.396484
	Iteration 67Q: 3 clusters Score -3443790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3443797.250000 Penalty: 5114.396484
	Iteration 68Q: 3 clusters Score -3443797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3443799.250000 Penalty: 5114.396484
	Iteration 69Q: 3 clusters Score -3443799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3443805.250000 Penalty: 5114.396484
	Iteration 70Q: 3 clusters Score -3443805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3443808.500000 Penalty: 5114.396484
	Iteration 71Q: 3 clusters Score -3443808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3443808.750000 Penalty: 5114.396484
	Iteration 72Q: 3 clusters Score -3443809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3443815.250000 Penalty: 5114.396484
	Iteration 73Q: 3 clusters Score -3443815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3443818.750000 Penalty: 5114.396484
	Iteration 74Q: 3 clusters Score -3443819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3443825.250000 Penalty: 5114.396484
	Iteration 75Q: 3 clusters Score -3443825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3443821.250000 Penalty: 5114.396484
	Iteration 76Q: 3 clusters Score -3443821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3443822.750000 Penalty: 5114.396484
	Iteration 77Q: 3 clusters Score -3443823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3443817.750000 Penalty: 5114.396484
	Iteration 78Q: 3 clusters Score -3443818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3443821.250000 Penalty: 5114.396484
	Iteration 79Q: 3 clusters Score -3443821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3443825.500000 Penalty: 5114.396484
	Iteration 80F: 3 clusters Score -3443826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3443821.250000 Penalty: 5114.396484
	Iteration 81Q: 3 clusters Score -3443821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3443823.250000 Penalty: 5114.396484
	Iteration 82Q: 3 clusters Score -3443823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3443825.750000 Penalty: 5114.396484
	Iteration 83Q: 3 clusters Score -3443826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3443828.750000 Penalty: 5114.396484
	Iteration 84Q: 3 clusters Score -3443829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3443825.000000 Penalty: 5114.396484
	Iteration 85Q: 3 clusters Score -3443825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3443826.750000 Penalty: 5114.396484
	Iteration 86Q: 3 clusters Score -3443827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3443830.500000 Penalty: 5114.396484
	Iteration 87Q: 3 clusters Score -3443830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3443827.000000 Penalty: 5114.396484
	Iteration 88Q: 3 clusters Score -3443827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3443828.000000 Penalty: 5114.396484
	Iteration 89Q: 3 clusters Score -3443828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3443831.500000 Penalty: 5114.396484
	Iteration 90Q: 3 clusters Score -3443832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3443830.750000 Penalty: 5114.396484
	Iteration 91Q: 3 clusters Score -3443831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3443832.000000 Penalty: 5114.396484
	Iteration 92Q: 3 clusters Score -3443832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3443833.500000 Penalty: 5114.396484
	Iteration 93Q: 3 clusters Score -3443834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3443831.250000 Penalty: 5114.396484
	Iteration 94Q: 3 clusters Score -3443831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3443835.250000 Penalty: 5114.396484
	Iteration 95Q: 3 clusters Score -3443835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3443838.500000 Penalty: 5114.396484
	Iteration 96Q: 3 clusters Score -3443838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3443839.250000 Penalty: 5114.396484
	Iteration 97Q: 3 clusters Score -3443839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3443843.250000 Penalty: 5114.396484
	Iteration 98Q: 3 clusters Score -3443843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3443846.750000 Penalty: 5114.396484
	Iteration 99Q: 3 clusters Score -3443847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3443850.750000 Penalty: 5114.396484
	Iteration 100F: 3 clusters Score -3443851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3443847.750000 Penalty: 5114.396484
	Iteration 101Q: 3 clusters Score -3443848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3443853.750000 Penalty: 5114.396484
	Iteration 102Q: 3 clusters Score -3443854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3443853.000000 Penalty: 5114.396484
	Iteration 103Q: 3 clusters Score -3443853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3443854.750000 Penalty: 5114.396484
	Iteration 104Q: 3 clusters Score -3443855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3443860.250000 Penalty: 5114.396484
	Iteration 105Q: 3 clusters Score -3443860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3443860.250000 Penalty: 5114.396484
	Iteration 106Q: 3 clusters Score -3443860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3443859.250000 Penalty: 5114.396484
	Iteration 107Q: 3 clusters Score -3443859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3443860.500000 Penalty: 5114.396484
	Iteration 108Q: 3 clusters Score -3443860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3443862.500000 Penalty: 5114.396484
	Iteration 109Q: 3 clusters Score -3443862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3443860.250000 Penalty: 5114.396484
	Iteration 110Q: 3 clusters Score -3443860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3443858.750000 Penalty: 5114.396484
	Iteration 111Q: 3 clusters Score -3443859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3443858.750000 Penalty: 5114.396484
	Iteration 112F: 3 clusters Score -3443859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1037120.937500 Penalty: 2257.952393
	Iteration 0F: 2 clusters Score -1037121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1030126.187500 Penalty: 4515.904785
	Iteration 0F: 3 clusters Score -1030126 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1032130.125000 Penalty: 4515.904785
	Iteration 1F: 3 clusters Score -1032130 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1032417.750000 Penalty: 4515.904785
	Iteration 2F: 3 clusters Score -1032418 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1032595.125000 Penalty: 4515.904785
	Iteration 3Q: 3 clusters Score -1032595 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1032716.375000 Penalty: 4515.904785
	Iteration 4Q: 3 clusters Score -1032716 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1032806.875000 Penalty: 4515.904785
	Iteration 5Q: 3 clusters Score -1032807 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1032892.312500 Penalty: 4515.904785
	Iteration 6Q: 3 clusters Score -1032892 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1032976.687500 Penalty: 4515.904785
	Iteration 7Q: 3 clusters Score -1032977 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1033039.562500 Penalty: 4515.904785
	Iteration 8Q: 3 clusters Score -1033040 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1033113.000000 Penalty: 4515.904785
	Iteration 9Q: 3 clusters Score -1033113 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1033187.750000 Penalty: 4515.904785
	Iteration 10Q: 3 clusters Score -1033188 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1033275.250000 Penalty: 4515.904785
	Iteration 11Q: 3 clusters Score -1033275 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1033379.562500 Penalty: 4515.904785
	Iteration 12Q: 3 clusters Score -1033380 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1033484.937500 Penalty: 4515.904785
	Iteration 13Q: 3 clusters Score -1033485 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1033588.500000 Penalty: 4515.904785
	Iteration 14Q: 3 clusters Score -1033588 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1033700.812500 Penalty: 4515.904785
	Iteration 15Q: 3 clusters Score -1033701 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1033850.500000 Penalty: 4515.904785
	Iteration 16Q: 3 clusters Score -1033850 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1034026.062500 Penalty: 4515.904785
	Iteration 17Q: 3 clusters Score -1034026 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1034206.750000 Penalty: 4515.904785
	Iteration 18Q: 3 clusters Score -1034207 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1034382.312500 Penalty: 4515.904785
	Iteration 19Q: 3 clusters Score -1034382 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1034522.312500 Penalty: 4515.904785
	Iteration 20F: 3 clusters Score -1034522 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1034648.062500 Penalty: 4515.904785
	Iteration 21Q: 3 clusters Score -1034648 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1034772.062500 Penalty: 4515.904785
	Iteration 22Q: 3 clusters Score -1034772 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1034887.125000 Penalty: 4515.904785
	Iteration 23Q: 3 clusters Score -1034887 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1034986.437500 Penalty: 4515.904785
	Iteration 24Q: 3 clusters Score -1034986 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1035079.437500 Penalty: 4515.904785
	Iteration 25Q: 3 clusters Score -1035079 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1035170.812500 Penalty: 4515.904785
	Iteration 26Q: 3 clusters Score -1035171 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1035238.187500 Penalty: 4515.904785
	Iteration 27Q: 3 clusters Score -1035238 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1035281.937500 Penalty: 4515.904785
	Iteration 28Q: 3 clusters Score -1035282 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1035307.562500 Penalty: 4515.904785
	Iteration 29Q: 3 clusters Score -1035308 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1035322.312500 Penalty: 4515.904785
	Iteration 30Q: 3 clusters Score -1035322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1035336.437500 Penalty: 4515.904785
	Iteration 31Q: 3 clusters Score -1035336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1035348.750000 Penalty: 4515.904785
	Iteration 32Q: 3 clusters Score -1035349 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1035361.875000 Penalty: 4515.904785
	Iteration 33Q: 3 clusters Score -1035362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1035365.875000 Penalty: 4515.904785
	Iteration 34Q: 3 clusters Score -1035366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1035366.625000 Penalty: 4515.904785
	Iteration 35Q: 3 clusters Score -1035367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1035371.062500 Penalty: 4515.904785
	Iteration 36Q: 3 clusters Score -1035371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1035375.062500 Penalty: 4515.904785
	Iteration 37Q: 3 clusters Score -1035375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1035380.000000 Penalty: 4515.904785
	Iteration 38Q: 3 clusters Score -1035380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1035388.625000 Penalty: 4515.904785
	Iteration 39Q: 3 clusters Score -1035389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1035397.562500 Penalty: 4515.904785
	Iteration 40F: 3 clusters Score -1035398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1035408.750000 Penalty: 4515.904785
	Iteration 41Q: 3 clusters Score -1035409 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1035418.187500 Penalty: 4515.904785
	Iteration 42Q: 3 clusters Score -1035418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1035425.687500 Penalty: 4515.904785
	Iteration 43Q: 3 clusters Score -1035426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1035428.687500 Penalty: 4515.904785
	Iteration 44Q: 3 clusters Score -1035429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1035433.125000 Penalty: 4515.904785
	Iteration 45Q: 3 clusters Score -1035433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1035432.437500 Penalty: 4515.904785
	Iteration 46Q: 3 clusters Score -1035432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1035435.562500 Penalty: 4515.904785
	Iteration 47Q: 3 clusters Score -1035436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1035437.562500 Penalty: 4515.904785
	Iteration 48Q: 3 clusters Score -1035438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1035436.562500 Penalty: 4515.904785
	Iteration 49Q: 3 clusters Score -1035437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1035437.437500 Penalty: 4515.904785
	Iteration 50Q: 3 clusters Score -1035437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1035435.312500 Penalty: 4515.904785
	Iteration 51Q: 3 clusters Score -1035435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1035435.312500 Penalty: 4515.904785
	Iteration 52F: 3 clusters Score -1035435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (69074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69074 members 
Entering Unmasked Estep 
Score: -8469352.000000 Penalty: 2763.447510
	Iteration 0F: 2 clusters Score -8469352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -8422988.000000 Penalty: 5526.895020
	Iteration 0F: 3 clusters Score -8422988 nChanged 32235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -8441362.000000 Penalty: 5526.895020
	Iteration 1F: 3 clusters Score -8441362 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -8442386.000000 Penalty: 5526.895020
	Iteration 2Q: 3 clusters Score -8442386 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -8443390.000000 Penalty: 5526.895020
	Iteration 3Q: 3 clusters Score -8443390 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -8444754.000000 Penalty: 5526.895020
	Iteration 4Q: 3 clusters Score -8444754 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -8446358.000000 Penalty: 5526.895020
	Iteration 5F: 3 clusters Score -8446358 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -8448517.000000 Penalty: 5526.895020
	Iteration 6F: 3 clusters Score -8448517 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -8450955.000000 Penalty: 5526.895020
	Iteration 7F: 3 clusters Score -8450955 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 49929 members 
Entering Unmasked Estep 
Score: -8453881.000000 Penalty: 5526.895020
	Iteration 8F: 3 clusters Score -8453881 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -8456875.000000 Penalty: 5526.895020
	Iteration 9F: 3 clusters Score -8456875 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 56822 members 
Entering Unmasked Estep 
Score: -8459421.000000 Penalty: 5526.895020
	Iteration 10F: 3 clusters Score -8459421 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 59405 members 
Entering Unmasked Estep 
Score: -8461410.000000 Penalty: 5526.895020
	Iteration 11Q: 3 clusters Score -8461410 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 61388 members 
Entering Unmasked Estep 
Score: -8462906.000000 Penalty: 5526.895020
	Iteration 12Q: 3 clusters Score -8462906 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -8463999.000000 Penalty: 5526.895020
	Iteration 13Q: 3 clusters Score -8463999 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 64055 members 
Entering Unmasked Estep 
Score: -8464722.000000 Penalty: 5526.895020
	Iteration 14Q: 3 clusters Score -8464722 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 64975 members 
Entering Unmasked Estep 
Score: -8465189.000000 Penalty: 5526.895020
	Iteration 15Q: 3 clusters Score -8465189 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -8465593.000000 Penalty: 5526.895020
	Iteration 16Q: 3 clusters Score -8465593 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 66151 members 
Entering Unmasked Estep 
Score: -8465799.000000 Penalty: 5526.895020
	Iteration 17Q: 3 clusters Score -8465799 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 66570 members 
Entering Unmasked Estep 
Score: -8466017.000000 Penalty: 5526.895020
	Iteration 18Q: 3 clusters Score -8466017 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 66913 members 
Entering Unmasked Estep 
Score: -8466190.000000 Penalty: 5526.895020
	Iteration 19Q: 3 clusters Score -8466190 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
Score: -8466362.000000 Penalty: 5526.895020
	Iteration 20F: 3 clusters Score -8466362 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 67412 members 
Entering Unmasked Estep 
Score: -8466447.000000 Penalty: 5526.895020
	Iteration 21Q: 3 clusters Score -8466447 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 67590 members 
Entering Unmasked Estep 
Score: -8466525.000000 Penalty: 5526.895020
	Iteration 22Q: 3 clusters Score -8466525 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 67741 members 
Entering Unmasked Estep 
Score: -8466617.000000 Penalty: 5526.895020
	Iteration 23Q: 3 clusters Score -8466617 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 67858 members 
Entering Unmasked Estep 
Score: -8466688.000000 Penalty: 5526.895020
	Iteration 24Q: 3 clusters Score -8466688 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 67937 members 
Entering Unmasked Estep 
Score: -8466741.000000 Penalty: 5526.895020
	Iteration 25Q: 3 clusters Score -8466741 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 67996 members 
Entering Unmasked Estep 
Score: -8466768.000000 Penalty: 5526.895020
	Iteration 26Q: 3 clusters Score -8466768 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -8466812.000000 Penalty: 5526.895020
	Iteration 27Q: 3 clusters Score -8466812 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 68097 members 
Entering Unmasked Estep 
Score: -8466851.000000 Penalty: 5526.895020
	Iteration 28Q: 3 clusters Score -8466851 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 68147 members 
Entering Unmasked Estep 
Score: -8466886.000000 Penalty: 5526.895020
	Iteration 29Q: 3 clusters Score -8466886 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 68190 members 
Entering Unmasked Estep 
Score: -8466896.000000 Penalty: 5526.895020
	Iteration 30Q: 3 clusters Score -8466896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 68221 members 
Entering Unmasked Estep 
Score: -8466922.000000 Penalty: 5526.895020
	Iteration 31Q: 3 clusters Score -8466922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 68240 members 
Entering Unmasked Estep 
Score: -8466945.000000 Penalty: 5526.895020
	Iteration 32Q: 3 clusters Score -8466945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 68259 members 
Entering Unmasked Estep 
Score: -8466954.000000 Penalty: 5526.895020
	Iteration 33Q: 3 clusters Score -8466954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 68274 members 
Entering Unmasked Estep 
Score: -8466962.000000 Penalty: 5526.895020
	Iteration 34Q: 3 clusters Score -8466962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 68286 members 
Entering Unmasked Estep 
Score: -8466965.000000 Penalty: 5526.895020
	Iteration 35Q: 3 clusters Score -8466965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 68296 members 
Entering Unmasked Estep 
Score: -8466990.000000 Penalty: 5526.895020
	Iteration 36Q: 3 clusters Score -8466990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 68312 members 
Entering Unmasked Estep 
Score: -8467000.000000 Penalty: 5526.895020
	Iteration 37Q: 3 clusters Score -8467000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 68322 members 
Entering Unmasked Estep 
Score: -8467008.000000 Penalty: 5526.895020
	Iteration 38Q: 3 clusters Score -8467008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 68333 members 
Entering Unmasked Estep 
Score: -8467005.000000 Penalty: 5526.895020
	Iteration 39Q: 3 clusters Score -8467005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 68339 members 
Entering Unmasked Estep 
Score: -8467018.000000 Penalty: 5526.895020
	Iteration 40F: 3 clusters Score -8467018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 68346 members 
Entering Unmasked Estep 
Score: -8467022.000000 Penalty: 5526.895020
	Iteration 41Q: 3 clusters Score -8467022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 68350 members 
Entering Unmasked Estep 
Score: -8467024.000000 Penalty: 5526.895020
	Iteration 42Q: 3 clusters Score -8467024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 68356 members 
Entering Unmasked Estep 
Score: -8467028.000000 Penalty: 5526.895020
	Iteration 43Q: 3 clusters Score -8467028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
Score: -8467034.000000 Penalty: 5526.895020
	Iteration 44Q: 3 clusters Score -8467034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 68365 members 
Entering Unmasked Estep 
Score: -8467033.000000 Penalty: 5526.895020
	Iteration 45Q: 3 clusters Score -8467033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 68366 members 
Entering Unmasked Estep 
Score: -8467036.000000 Penalty: 5526.895020
	Iteration 46Q: 3 clusters Score -8467036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 68370 members 
Entering Unmasked Estep 
Score: -8467037.000000 Penalty: 5526.895020
	Iteration 47Q: 3 clusters Score -8467037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 68373 members 
Entering Unmasked Estep 
Score: -8467034.000000 Penalty: 5526.895020
	Iteration 48Q: 3 clusters Score -8467034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 68374 members 
Entering Unmasked Estep 
Score: -8467039.000000 Penalty: 5526.895020
	Iteration 49Q: 3 clusters Score -8467039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 68377 members 
Entering Unmasked Estep 
Score: -8467039.000000 Penalty: 5526.895020
	Iteration 50Q: 3 clusters Score -8467039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 68378 members 
Entering Unmasked Estep 
Score: -8467046.000000 Penalty: 5526.895020
	Iteration 51Q: 3 clusters Score -8467046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 68379 members 
Entering Unmasked Estep 
Score: -8467039.000000 Penalty: 5526.895020
	Iteration 52Q: 3 clusters Score -8467039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 68379 members 
Entering Unmasked Estep 
Score: -8467039.000000 Penalty: 5526.895020
	Iteration 53F: 3 clusters Score -8467039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Entering Unmasked Estep 
Score: -1178414.125000 Penalty: 2279.457520
	Iteration 0F: 2 clusters Score -1178414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1170896.750000 Penalty: 4558.915039
	Iteration 0F: 3 clusters Score -1170897 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1173058.000000 Penalty: 4558.915039
	Iteration 1F: 3 clusters Score -1173058 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1173371.250000 Penalty: 4558.915039
	Iteration 2F: 3 clusters Score -1173371 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1173605.500000 Penalty: 4558.915039
	Iteration 3F: 3 clusters Score -1173606 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1173808.750000 Penalty: 4558.915039
	Iteration 4Q: 3 clusters Score -1173809 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1173988.250000 Penalty: 4558.915039
	Iteration 5Q: 3 clusters Score -1173988 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1174130.875000 Penalty: 4558.915039
	Iteration 6Q: 3 clusters Score -1174131 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1174249.000000 Penalty: 4558.915039
	Iteration 7Q: 3 clusters Score -1174249 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1174349.875000 Penalty: 4558.915039
	Iteration 8Q: 3 clusters Score -1174350 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1174427.500000 Penalty: 4558.915039
	Iteration 9Q: 3 clusters Score -1174428 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1174493.750000 Penalty: 4558.915039
	Iteration 10Q: 3 clusters Score -1174494 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1174556.500000 Penalty: 4558.915039
	Iteration 11Q: 3 clusters Score -1174556 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1174604.500000 Penalty: 4558.915039
	Iteration 12Q: 3 clusters Score -1174604 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1174645.500000 Penalty: 4558.915039
	Iteration 13Q: 3 clusters Score -1174646 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1174690.250000 Penalty: 4558.915039
	Iteration 14Q: 3 clusters Score -1174690 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1174730.750000 Penalty: 4558.915039
	Iteration 15Q: 3 clusters Score -1174731 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1174774.000000 Penalty: 4558.915039
	Iteration 16Q: 3 clusters Score -1174774 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1174813.000000 Penalty: 4558.915039
	Iteration 17Q: 3 clusters Score -1174813 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1174843.125000 Penalty: 4558.915039
	Iteration 18Q: 3 clusters Score -1174843 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1174861.250000 Penalty: 4558.915039
	Iteration 19Q: 3 clusters Score -1174861 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1174885.625000 Penalty: 4558.915039
	Iteration 20F: 3 clusters Score -1174886 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1174919.375000 Penalty: 4558.915039
	Iteration 21Q: 3 clusters Score -1174919 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1174961.500000 Penalty: 4558.915039
	Iteration 22Q: 3 clusters Score -1174962 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1175002.500000 Penalty: 4558.915039
	Iteration 23Q: 3 clusters Score -1175002 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1175052.625000 Penalty: 4558.915039
	Iteration 24Q: 3 clusters Score -1175053 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1175104.500000 Penalty: 4558.915039
	Iteration 25Q: 3 clusters Score -1175104 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1175162.875000 Penalty: 4558.915039
	Iteration 26Q: 3 clusters Score -1175163 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1175229.375000 Penalty: 4558.915039
	Iteration 27Q: 3 clusters Score -1175229 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1175308.125000 Penalty: 4558.915039
	Iteration 28Q: 3 clusters Score -1175308 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1175393.375000 Penalty: 4558.915039
	Iteration 29Q: 3 clusters Score -1175393 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1175484.875000 Penalty: 4558.915039
	Iteration 30Q: 3 clusters Score -1175485 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1175555.500000 Penalty: 4558.915039
	Iteration 31Q: 3 clusters Score -1175556 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1175625.875000 Penalty: 4558.915039
	Iteration 32Q: 3 clusters Score -1175626 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1175678.375000 Penalty: 4558.915039
	Iteration 33Q: 3 clusters Score -1175678 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1175732.750000 Penalty: 4558.915039
	Iteration 34Q: 3 clusters Score -1175733 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1175779.500000 Penalty: 4558.915039
	Iteration 35Q: 3 clusters Score -1175780 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1175824.750000 Penalty: 4558.915039
	Iteration 36Q: 3 clusters Score -1175825 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1175861.000000 Penalty: 4558.915039
	Iteration 37Q: 3 clusters Score -1175861 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1175892.000000 Penalty: 4558.915039
	Iteration 38Q: 3 clusters Score -1175892 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1175915.750000 Penalty: 4558.915039
	Iteration 39Q: 3 clusters Score -1175916 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1175940.125000 Penalty: 4558.915039
	Iteration 40F: 3 clusters Score -1175940 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1175957.750000 Penalty: 4558.915039
	Iteration 41Q: 3 clusters Score -1175958 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1175983.125000 Penalty: 4558.915039
	Iteration 42Q: 3 clusters Score -1175983 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1176005.375000 Penalty: 4558.915039
	Iteration 43Q: 3 clusters Score -1176005 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1176026.125000 Penalty: 4558.915039
	Iteration 44Q: 3 clusters Score -1176026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1176036.750000 Penalty: 4558.915039
	Iteration 45Q: 3 clusters Score -1176037 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1176051.500000 Penalty: 4558.915039
	Iteration 46Q: 3 clusters Score -1176052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1176065.875000 Penalty: 4558.915039
	Iteration 47Q: 3 clusters Score -1176066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1176071.250000 Penalty: 4558.915039
	Iteration 48Q: 3 clusters Score -1176071 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1176082.625000 Penalty: 4558.915039
	Iteration 49Q: 3 clusters Score -1176083 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1176091.125000 Penalty: 4558.915039
	Iteration 50Q: 3 clusters Score -1176091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1176098.125000 Penalty: 4558.915039
	Iteration 51Q: 3 clusters Score -1176098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1176110.625000 Penalty: 4558.915039
	Iteration 52Q: 3 clusters Score -1176111 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1176119.875000 Penalty: 4558.915039
	Iteration 53Q: 3 clusters Score -1176120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1176129.625000 Penalty: 4558.915039
	Iteration 54Q: 3 clusters Score -1176130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1176139.375000 Penalty: 4558.915039
	Iteration 55Q: 3 clusters Score -1176139 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1176154.875000 Penalty: 4558.915039
	Iteration 56Q: 3 clusters Score -1176155 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1176175.375000 Penalty: 4558.915039
	Iteration 57Q: 3 clusters Score -1176175 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1176186.875000 Penalty: 4558.915039
	Iteration 58Q: 3 clusters Score -1176187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1176193.875000 Penalty: 4558.915039
	Iteration 59Q: 3 clusters Score -1176194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1176201.125000 Penalty: 4558.915039
	Iteration 60F: 3 clusters Score -1176201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1176207.875000 Penalty: 4558.915039
	Iteration 61Q: 3 clusters Score -1176208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1176211.875000 Penalty: 4558.915039
	Iteration 62Q: 3 clusters Score -1176212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1176216.250000 Penalty: 4558.915039
	Iteration 63Q: 3 clusters Score -1176216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1176221.500000 Penalty: 4558.915039
	Iteration 64Q: 3 clusters Score -1176222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1176229.250000 Penalty: 4558.915039
	Iteration 65Q: 3 clusters Score -1176229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1176234.125000 Penalty: 4558.915039
	Iteration 66Q: 3 clusters Score -1176234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1176241.000000 Penalty: 4558.915039
	Iteration 67Q: 3 clusters Score -1176241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1176245.125000 Penalty: 4558.915039
	Iteration 68Q: 3 clusters Score -1176245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1176247.375000 Penalty: 4558.915039
	Iteration 69Q: 3 clusters Score -1176247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1176251.375000 Penalty: 4558.915039
	Iteration 70Q: 3 clusters Score -1176251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1176256.125000 Penalty: 4558.915039
	Iteration 71Q: 3 clusters Score -1176256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1176259.875000 Penalty: 4558.915039
	Iteration 72Q: 3 clusters Score -1176260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1176262.750000 Penalty: 4558.915039
	Iteration 73Q: 3 clusters Score -1176263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1176265.500000 Penalty: 4558.915039
	Iteration 74Q: 3 clusters Score -1176266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1176267.375000 Penalty: 4558.915039
	Iteration 75Q: 3 clusters Score -1176267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1176268.375000 Penalty: 4558.915039
	Iteration 76Q: 3 clusters Score -1176268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1176266.000000 Penalty: 4558.915039
	Iteration 77Q: 3 clusters Score -1176266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1176267.625000 Penalty: 4558.915039
	Iteration 78Q: 3 clusters Score -1176268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1176268.750000 Penalty: 4558.915039
	Iteration 79Q: 3 clusters Score -1176269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1176269.125000 Penalty: 4558.915039
	Iteration 80F: 3 clusters Score -1176269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1176269.500000 Penalty: 4558.915039
	Iteration 81Q: 3 clusters Score -1176270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1176273.125000 Penalty: 4558.915039
	Iteration 82Q: 3 clusters Score -1176273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1176281.125000 Penalty: 4558.915039
	Iteration 83Q: 3 clusters Score -1176281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1176281.500000 Penalty: 4558.915039
	Iteration 84Q: 3 clusters Score -1176282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1176282.250000 Penalty: 4558.915039
	Iteration 85Q: 3 clusters Score -1176282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1176285.000000 Penalty: 4558.915039
	Iteration 86Q: 3 clusters Score -1176285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1176287.000000 Penalty: 4558.915039
	Iteration 87Q: 3 clusters Score -1176287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1176286.875000 Penalty: 4558.915039
	Iteration 88Q: 3 clusters Score -1176287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1176288.625000 Penalty: 4558.915039
	Iteration 89Q: 3 clusters Score -1176289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1176289.250000 Penalty: 4558.915039
	Iteration 90Q: 3 clusters Score -1176289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1176292.375000 Penalty: 4558.915039
	Iteration 91Q: 3 clusters Score -1176292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1176293.000000 Penalty: 4558.915039
	Iteration 92Q: 3 clusters Score -1176293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1176294.625000 Penalty: 4558.915039
	Iteration 93Q: 3 clusters Score -1176295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1176295.750000 Penalty: 4558.915039
	Iteration 94Q: 3 clusters Score -1176296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1176296.000000 Penalty: 4558.915039
	Iteration 95Q: 3 clusters Score -1176296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1176294.750000 Penalty: 4558.915039
	Iteration 96Q: 3 clusters Score -1176295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1176295.250000 Penalty: 4558.915039
	Iteration 97Q: 3 clusters Score -1176295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1176295.250000 Penalty: 4558.915039
	Iteration 98F: 3 clusters Score -1176295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Entering Unmasked Estep 
Score: -4698107.500000 Penalty: 2617.647705
	Iteration 0F: 2 clusters Score -4698108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -4671986.500000 Penalty: 5235.295410
	Iteration 0F: 3 clusters Score -4671986 nChanged 17505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -4681679.000000 Penalty: 5235.295410
	Iteration 1F: 3 clusters Score -4681679 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -4682493.500000 Penalty: 5235.295410
	Iteration 2F: 3 clusters Score -4682494 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -4683633.000000 Penalty: 5235.295410
	Iteration 3F: 3 clusters Score -4683633 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -4685051.000000 Penalty: 5235.295410
	Iteration 4F: 3 clusters Score -4685051 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -4686670.000000 Penalty: 5235.295410
	Iteration 5F: 3 clusters Score -4686670 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -4688241.500000 Penalty: 5235.295410
	Iteration 6F: 3 clusters Score -4688242 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -4689504.500000 Penalty: 5235.295410
	Iteration 7F: 3 clusters Score -4689504 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -4690458.500000 Penalty: 5235.295410
	Iteration 8F: 3 clusters Score -4690458 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -4691143.500000 Penalty: 5235.295410
	Iteration 9Q: 3 clusters Score -4691144 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -4691743.000000 Penalty: 5235.295410
	Iteration 10Q: 3 clusters Score -4691743 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -4692288.000000 Penalty: 5235.295410
	Iteration 11Q: 3 clusters Score -4692288 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -4692741.500000 Penalty: 5235.295410
	Iteration 12Q: 3 clusters Score -4692742 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -4693218.000000 Penalty: 5235.295410
	Iteration 13Q: 3 clusters Score -4693218 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -4693706.000000 Penalty: 5235.295410
	Iteration 14Q: 3 clusters Score -4693706 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -4694179.000000 Penalty: 5235.295410
	Iteration 15Q: 3 clusters Score -4694179 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -4694601.000000 Penalty: 5235.295410
	Iteration 16Q: 3 clusters Score -4694601 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -4694961.500000 Penalty: 5235.295410
	Iteration 17Q: 3 clusters Score -4694962 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -4695240.000000 Penalty: 5235.295410
	Iteration 18Q: 3 clusters Score -4695240 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -4695460.500000 Penalty: 5235.295410
	Iteration 19Q: 3 clusters Score -4695460 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -4695621.000000 Penalty: 5235.295410
	Iteration 20F: 3 clusters Score -4695621 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -4695748.500000 Penalty: 5235.295410
	Iteration 21Q: 3 clusters Score -4695748 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -4695833.500000 Penalty: 5235.295410
	Iteration 22Q: 3 clusters Score -4695834 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -4695887.500000 Penalty: 5235.295410
	Iteration 23Q: 3 clusters Score -4695888 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -4695946.000000 Penalty: 5235.295410
	Iteration 24Q: 3 clusters Score -4695946 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -4695960.000000 Penalty: 5235.295410
	Iteration 25Q: 3 clusters Score -4695960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -4695977.000000 Penalty: 5235.295410
	Iteration 26Q: 3 clusters Score -4695977 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -4695993.000000 Penalty: 5235.295410
	Iteration 27Q: 3 clusters Score -4695993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -4695992.500000 Penalty: 5235.295410
	Iteration 28Q: 3 clusters Score -4695992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -4695998.500000 Penalty: 5235.295410
	Iteration 29Q: 3 clusters Score -4695998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -4696002.000000 Penalty: 5235.295410
	Iteration 30Q: 3 clusters Score -4696002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -4696007.500000 Penalty: 5235.295410
	Iteration 31Q: 3 clusters Score -4696008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -4696015.000000 Penalty: 5235.295410
	Iteration 32Q: 3 clusters Score -4696015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -4696023.000000 Penalty: 5235.295410
	Iteration 33Q: 3 clusters Score -4696023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -4696021.000000 Penalty: 5235.295410
	Iteration 34Q: 3 clusters Score -4696021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -4696019.000000 Penalty: 5235.295410
	Iteration 35Q: 3 clusters Score -4696019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -4696023.500000 Penalty: 5235.295410
	Iteration 36Q: 3 clusters Score -4696024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -4696022.500000 Penalty: 5235.295410
	Iteration 37Q: 3 clusters Score -4696022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -4696022.500000 Penalty: 5235.295410
	Iteration 38F: 3 clusters Score -4696022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -79574.054688 Penalty: 1624.313354
	Iteration 0F: 2 clusters Score -79574.05 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 345 members 
Entering Unmasked Estep 
Score: -77899.039062 Penalty: 3248.626709
	Iteration 0F: 3 clusters Score -77899.04 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -78102.273438 Penalty: 3248.626709
	Iteration 1F: 3 clusters Score -78102.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -78170.242188 Penalty: 3248.626709
	Iteration 2F: 3 clusters Score -78170.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78197.695312 Penalty: 3248.626709
	Iteration 3Q: 3 clusters Score -78197.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -78210.539062 Penalty: 3248.626709
	Iteration 4Q: 3 clusters Score -78210.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -78221.945312 Penalty: 3248.626709
	Iteration 5Q: 3 clusters Score -78221.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -78225.062500 Penalty: 3248.626709
	Iteration 6Q: 3 clusters Score -78225.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -78226.867188 Penalty: 3248.626709
	Iteration 7Q: 3 clusters Score -78226.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -78226.867188 Penalty: 3248.626709
	Iteration 8F: 3 clusters Score -78226.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Entering Unmasked Estep 
Score: -3285273.500000 Penalty: 2528.822754
	Iteration 0F: 2 clusters Score -3285274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -3266850.000000 Penalty: 5057.645508
	Iteration 0F: 3 clusters Score -3266850 nChanged 11981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3273331.750000 Penalty: 5057.645508
	Iteration 1F: 3 clusters Score -3273332 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -3273919.000000 Penalty: 5057.645508
	Iteration 2F: 3 clusters Score -3273919 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3274639.000000 Penalty: 5057.645508
	Iteration 3F: 3 clusters Score -3274639 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -3275643.000000 Penalty: 5057.645508
	Iteration 4F: 3 clusters Score -3275643 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -3276901.000000 Penalty: 5057.645508
	Iteration 5F: 3 clusters Score -3276901 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -3278106.000000 Penalty: 5057.645508
	Iteration 6F: 3 clusters Score -3278106 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -3279087.250000 Penalty: 5057.645508
	Iteration 7F: 3 clusters Score -3279087 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -3279856.500000 Penalty: 5057.645508
	Iteration 8Q: 3 clusters Score -3279856 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -3280559.500000 Penalty: 5057.645508
	Iteration 9Q: 3 clusters Score -3280560 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -3281215.000000 Penalty: 5057.645508
	Iteration 10Q: 3 clusters Score -3281215 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -3281733.750000 Penalty: 5057.645508
	Iteration 11Q: 3 clusters Score -3281734 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -3282160.500000 Penalty: 5057.645508
	Iteration 12Q: 3 clusters Score -3282160 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -3282462.000000 Penalty: 5057.645508
	Iteration 13Q: 3 clusters Score -3282462 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -3282625.000000 Penalty: 5057.645508
	Iteration 14Q: 3 clusters Score -3282625 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -3282717.750000 Penalty: 5057.645508
	Iteration 15Q: 3 clusters Score -3282718 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -3282777.500000 Penalty: 5057.645508
	Iteration 16Q: 3 clusters Score -3282778 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -3282820.750000 Penalty: 5057.645508
	Iteration 17Q: 3 clusters Score -3282821 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -3282876.500000 Penalty: 5057.645508
	Iteration 18Q: 3 clusters Score -3282876 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -3282927.500000 Penalty: 5057.645508
	Iteration 19Q: 3 clusters Score -3282928 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -3282945.500000 Penalty: 5057.645508
	Iteration 20F: 3 clusters Score -3282946 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -3282978.750000 Penalty: 5057.645508
	Iteration 21Q: 3 clusters Score -3282979 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -3283002.500000 Penalty: 5057.645508
	Iteration 22Q: 3 clusters Score -3283002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -3283020.000000 Penalty: 5057.645508
	Iteration 23Q: 3 clusters Score -3283020 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -3283026.500000 Penalty: 5057.645508
	Iteration 24Q: 3 clusters Score -3283026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -3283035.250000 Penalty: 5057.645508
	Iteration 25Q: 3 clusters Score -3283035 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -3283053.750000 Penalty: 5057.645508
	Iteration 26Q: 3 clusters Score -3283054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -3283056.750000 Penalty: 5057.645508
	Iteration 27Q: 3 clusters Score -3283057 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -3283063.250000 Penalty: 5057.645508
	Iteration 28Q: 3 clusters Score -3283063 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -3283071.250000 Penalty: 5057.645508
	Iteration 29Q: 3 clusters Score -3283071 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -3283078.750000 Penalty: 5057.645508
	Iteration 30Q: 3 clusters Score -3283079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -3283099.750000 Penalty: 5057.645508
	Iteration 31Q: 3 clusters Score -3283100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -3283109.250000 Penalty: 5057.645508
	Iteration 32Q: 3 clusters Score -3283109 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -3283111.750000 Penalty: 5057.645508
	Iteration 33Q: 3 clusters Score -3283112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -3283127.750000 Penalty: 5057.645508
	Iteration 34Q: 3 clusters Score -3283128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -3283130.750000 Penalty: 5057.645508
	Iteration 35Q: 3 clusters Score -3283131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -3283143.500000 Penalty: 5057.645508
	Iteration 36Q: 3 clusters Score -3283144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -3283153.000000 Penalty: 5057.645508
	Iteration 37Q: 3 clusters Score -3283153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -3283148.250000 Penalty: 5057.645508
	Iteration 38Q: 3 clusters Score -3283148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -3283152.500000 Penalty: 5057.645508
	Iteration 39Q: 3 clusters Score -3283152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -3283158.250000 Penalty: 5057.645508
	Iteration 40F: 3 clusters Score -3283158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -3283160.000000 Penalty: 5057.645508
	Iteration 41Q: 3 clusters Score -3283160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -3283170.750000 Penalty: 5057.645508
	Iteration 42Q: 3 clusters Score -3283171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -3283172.750000 Penalty: 5057.645508
	Iteration 43Q: 3 clusters Score -3283173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -3283167.250000 Penalty: 5057.645508
	Iteration 44Q: 3 clusters Score -3283167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -3283176.750000 Penalty: 5057.645508
	Iteration 45Q: 3 clusters Score -3283177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -3283175.000000 Penalty: 5057.645508
	Iteration 46Q: 3 clusters Score -3283175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -3283184.250000 Penalty: 5057.645508
	Iteration 47Q: 3 clusters Score -3283184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -3283189.500000 Penalty: 5057.645508
	Iteration 48Q: 3 clusters Score -3283190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -3283193.000000 Penalty: 5057.645508
	Iteration 49Q: 3 clusters Score -3283193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -3283196.000000 Penalty: 5057.645508
	Iteration 50Q: 3 clusters Score -3283196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3283198.000000 Penalty: 5057.645508
	Iteration 51Q: 3 clusters Score -3283198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -3283208.000000 Penalty: 5057.645508
	Iteration 52Q: 3 clusters Score -3283208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -3283212.750000 Penalty: 5057.645508
	Iteration 53Q: 3 clusters Score -3283213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -3283212.000000 Penalty: 5057.645508
	Iteration 54Q: 3 clusters Score -3283212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -3283215.250000 Penalty: 5057.645508
	Iteration 55Q: 3 clusters Score -3283215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -3283224.250000 Penalty: 5057.645508
	Iteration 56Q: 3 clusters Score -3283224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -3283227.750000 Penalty: 5057.645508
	Iteration 57Q: 3 clusters Score -3283228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -3283240.250000 Penalty: 5057.645508
	Iteration 58Q: 3 clusters Score -3283240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -3283250.250000 Penalty: 5057.645508
	Iteration 59Q: 3 clusters Score -3283250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -3283259.000000 Penalty: 5057.645508
	Iteration 60F: 3 clusters Score -3283259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -3283262.750000 Penalty: 5057.645508
	Iteration 61Q: 3 clusters Score -3283263 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -3283286.500000 Penalty: 5057.645508
	Iteration 62Q: 3 clusters Score -3283286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -3283299.000000 Penalty: 5057.645508
	Iteration 63Q: 3 clusters Score -3283299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -3283315.000000 Penalty: 5057.645508
	Iteration 64Q: 3 clusters Score -3283315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -3283321.000000 Penalty: 5057.645508
	Iteration 65Q: 3 clusters Score -3283321 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -3283349.500000 Penalty: 5057.645508
	Iteration 66Q: 3 clusters Score -3283350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -3283391.500000 Penalty: 5057.645508
	Iteration 67Q: 3 clusters Score -3283392 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -3283438.000000 Penalty: 5057.645508
	Iteration 68Q: 3 clusters Score -3283438 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -3283460.750000 Penalty: 5057.645508
	Iteration 69Q: 3 clusters Score -3283461 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -3283497.000000 Penalty: 5057.645508
	Iteration 70Q: 3 clusters Score -3283497 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -3283515.000000 Penalty: 5057.645508
	Iteration 71Q: 3 clusters Score -3283515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -3283524.250000 Penalty: 5057.645508
	Iteration 72Q: 3 clusters Score -3283524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -3283536.000000 Penalty: 5057.645508
	Iteration 73Q: 3 clusters Score -3283536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -3283542.750000 Penalty: 5057.645508
	Iteration 74Q: 3 clusters Score -3283543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -3283541.000000 Penalty: 5057.645508
	Iteration 75Q: 3 clusters Score -3283541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -3283545.500000 Penalty: 5057.645508
	Iteration 76Q: 3 clusters Score -3283546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -3283551.000000 Penalty: 5057.645508
	Iteration 77Q: 3 clusters Score -3283551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -3283547.500000 Penalty: 5057.645508
	Iteration 78Q: 3 clusters Score -3283548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -3283551.000000 Penalty: 5057.645508
	Iteration 79Q: 3 clusters Score -3283551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -3283553.000000 Penalty: 5057.645508
	Iteration 80F: 3 clusters Score -3283553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -3283550.500000 Penalty: 5057.645508
	Iteration 81Q: 3 clusters Score -3283550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3283552.500000 Penalty: 5057.645508
	Iteration 82Q: 3 clusters Score -3283552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -3283558.000000 Penalty: 5057.645508
	Iteration 83Q: 3 clusters Score -3283558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -3283562.000000 Penalty: 5057.645508
	Iteration 84Q: 3 clusters Score -3283562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -3283562.000000 Penalty: 5057.645508
	Iteration 85F: 3 clusters Score -3283562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -86717.867188 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -86717.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -85044.250000 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -85044.25 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -85297.679688 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -85297.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -85372.945312 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -85372.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -85443.445312 Penalty: 3290.778320
	Iteration 3Q: 3 clusters Score -85443.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -85529.632812 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -85529.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -85587.773438 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -85587.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -85643.203125 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -85643.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -85694.179688 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -85694.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -85736.156250 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -85736.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -85763.359375 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -85763.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -85790.039062 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -85790.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -85814.859375 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -85814.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -85832.148438 Penalty: 3290.778320
	Iteration 12Q: 3 clusters Score -85832.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -85841.585938 Penalty: 3290.778320
	Iteration 13Q: 3 clusters Score -85841.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -85855.921875 Penalty: 3290.778320
	Iteration 14Q: 3 clusters Score -85855.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -85872.937500 Penalty: 3290.778320
	Iteration 15Q: 3 clusters Score -85872.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -85881.703125 Penalty: 3290.778320
	Iteration 16Q: 3 clusters Score -85881.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -85885.828125 Penalty: 3290.778320
	Iteration 17Q: 3 clusters Score -85885.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -85886.945312 Penalty: 3290.778320
	Iteration 18Q: 3 clusters Score -85886.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -85888.234375 Penalty: 3290.778320
	Iteration 19Q: 3 clusters Score -85888.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -85890.453125 Penalty: 3290.778320
	Iteration 20F: 3 clusters Score -85890.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -85908.429688 Penalty: 3290.778320
	Iteration 21Q: 3 clusters Score -85908.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -85909.484375 Penalty: 3290.778320
	Iteration 22Q: 3 clusters Score -85909.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -85909.484375 Penalty: 3290.778320
	Iteration 23F: 3 clusters Score -85909.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Entering Unmasked Estep 
Score: -1518899.500000 Penalty: 2353.336182
	Iteration 0F: 2 clusters Score -1518900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1509296.625000 Penalty: 4706.672363
	Iteration 0F: 3 clusters Score -1509297 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1512406.250000 Penalty: 4706.672363
	Iteration 1F: 3 clusters Score -1512406 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1512799.125000 Penalty: 4706.672363
	Iteration 2F: 3 clusters Score -1512799 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1513100.750000 Penalty: 4706.672363
	Iteration 3F: 3 clusters Score -1513101 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1513335.250000 Penalty: 4706.672363
	Iteration 4Q: 3 clusters Score -1513335 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1513553.000000 Penalty: 4706.672363
	Iteration 5Q: 3 clusters Score -1513553 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1513759.250000 Penalty: 4706.672363
	Iteration 6Q: 3 clusters Score -1513759 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1513956.750000 Penalty: 4706.672363
	Iteration 7Q: 3 clusters Score -1513957 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1514147.250000 Penalty: 4706.672363
	Iteration 8Q: 3 clusters Score -1514147 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1514327.125000 Penalty: 4706.672363
	Iteration 9Q: 3 clusters Score -1514327 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1514523.000000 Penalty: 4706.672363
	Iteration 10Q: 3 clusters Score -1514523 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1514718.000000 Penalty: 4706.672363
	Iteration 11Q: 3 clusters Score -1514718 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1514907.750000 Penalty: 4706.672363
	Iteration 12Q: 3 clusters Score -1514908 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1515069.750000 Penalty: 4706.672363
	Iteration 13Q: 3 clusters Score -1515070 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1515217.625000 Penalty: 4706.672363
	Iteration 14Q: 3 clusters Score -1515218 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1515330.000000 Penalty: 4706.672363
	Iteration 15Q: 3 clusters Score -1515330 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1515440.750000 Penalty: 4706.672363
	Iteration 16Q: 3 clusters Score -1515441 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1515540.625000 Penalty: 4706.672363
	Iteration 17Q: 3 clusters Score -1515541 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1515628.375000 Penalty: 4706.672363
	Iteration 18Q: 3 clusters Score -1515628 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1515705.750000 Penalty: 4706.672363
	Iteration 19Q: 3 clusters Score -1515706 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1515803.250000 Penalty: 4706.672363
	Iteration 20F: 3 clusters Score -1515803 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1515904.750000 Penalty: 4706.672363
	Iteration 21Q: 3 clusters Score -1515905 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1515995.875000 Penalty: 4706.672363
	Iteration 22Q: 3 clusters Score -1515996 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1516101.500000 Penalty: 4706.672363
	Iteration 23Q: 3 clusters Score -1516102 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1516198.125000 Penalty: 4706.672363
	Iteration 24Q: 3 clusters Score -1516198 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1516304.375000 Penalty: 4706.672363
	Iteration 25Q: 3 clusters Score -1516304 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1516393.375000 Penalty: 4706.672363
	Iteration 26Q: 3 clusters Score -1516393 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1516477.500000 Penalty: 4706.672363
	Iteration 27Q: 3 clusters Score -1516478 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1516544.375000 Penalty: 4706.672363
	Iteration 28Q: 3 clusters Score -1516544 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1516609.250000 Penalty: 4706.672363
	Iteration 29Q: 3 clusters Score -1516609 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1516661.500000 Penalty: 4706.672363
	Iteration 30Q: 3 clusters Score -1516662 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1516722.500000 Penalty: 4706.672363
	Iteration 31Q: 3 clusters Score -1516722 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1516768.125000 Penalty: 4706.672363
	Iteration 32Q: 3 clusters Score -1516768 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1516805.250000 Penalty: 4706.672363
	Iteration 33Q: 3 clusters Score -1516805 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1516834.375000 Penalty: 4706.672363
	Iteration 34Q: 3 clusters Score -1516834 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1516858.125000 Penalty: 4706.672363
	Iteration 35Q: 3 clusters Score -1516858 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1516871.875000 Penalty: 4706.672363
	Iteration 36Q: 3 clusters Score -1516872 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1516886.500000 Penalty: 4706.672363
	Iteration 37Q: 3 clusters Score -1516886 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1516904.625000 Penalty: 4706.672363
	Iteration 38Q: 3 clusters Score -1516905 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1516916.750000 Penalty: 4706.672363
	Iteration 39Q: 3 clusters Score -1516917 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1516926.250000 Penalty: 4706.672363
	Iteration 40F: 3 clusters Score -1516926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1516935.125000 Penalty: 4706.672363
	Iteration 41Q: 3 clusters Score -1516935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1516941.000000 Penalty: 4706.672363
	Iteration 42Q: 3 clusters Score -1516941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1516944.125000 Penalty: 4706.672363
	Iteration 43Q: 3 clusters Score -1516944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1516953.000000 Penalty: 4706.672363
	Iteration 44Q: 3 clusters Score -1516953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1516956.875000 Penalty: 4706.672363
	Iteration 45Q: 3 clusters Score -1516957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1516958.125000 Penalty: 4706.672363
	Iteration 46Q: 3 clusters Score -1516958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1516967.375000 Penalty: 4706.672363
	Iteration 47Q: 3 clusters Score -1516967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1516974.500000 Penalty: 4706.672363
	Iteration 48Q: 3 clusters Score -1516974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1516982.750000 Penalty: 4706.672363
	Iteration 49Q: 3 clusters Score -1516983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1516982.125000 Penalty: 4706.672363
	Iteration 50Q: 3 clusters Score -1516982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1516993.750000 Penalty: 4706.672363
	Iteration 51Q: 3 clusters Score -1516994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1516995.000000 Penalty: 4706.672363
	Iteration 52Q: 3 clusters Score -1516995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1516997.875000 Penalty: 4706.672363
	Iteration 53Q: 3 clusters Score -1516998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1516998.750000 Penalty: 4706.672363
	Iteration 54Q: 3 clusters Score -1516999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1517001.125000 Penalty: 4706.672363
	Iteration 55Q: 3 clusters Score -1517001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1517001.250000 Penalty: 4706.672363
	Iteration 56Q: 3 clusters Score -1517001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1517002.750000 Penalty: 4706.672363
	Iteration 57Q: 3 clusters Score -1517003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1517005.875000 Penalty: 4706.672363
	Iteration 58Q: 3 clusters Score -1517006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1517004.250000 Penalty: 4706.672363
	Iteration 59Q: 3 clusters Score -1517004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1517007.250000 Penalty: 4706.672363
	Iteration 60F: 3 clusters Score -1517007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1517008.875000 Penalty: 4706.672363
	Iteration 61Q: 3 clusters Score -1517009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1517011.125000 Penalty: 4706.672363
	Iteration 62Q: 3 clusters Score -1517011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1517017.000000 Penalty: 4706.672363
	Iteration 63Q: 3 clusters Score -1517017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1517020.125000 Penalty: 4706.672363
	Iteration 64Q: 3 clusters Score -1517020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1517025.375000 Penalty: 4706.672363
	Iteration 65Q: 3 clusters Score -1517025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1517027.250000 Penalty: 4706.672363
	Iteration 66Q: 3 clusters Score -1517027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1517031.250000 Penalty: 4706.672363
	Iteration 67Q: 3 clusters Score -1517031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1517032.625000 Penalty: 4706.672363
	Iteration 68Q: 3 clusters Score -1517033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1517036.000000 Penalty: 4706.672363
	Iteration 69Q: 3 clusters Score -1517036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1517042.250000 Penalty: 4706.672363
	Iteration 70Q: 3 clusters Score -1517042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1517046.625000 Penalty: 4706.672363
	Iteration 71Q: 3 clusters Score -1517047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1517049.625000 Penalty: 4706.672363
	Iteration 72Q: 3 clusters Score -1517050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1517051.125000 Penalty: 4706.672363
	Iteration 73Q: 3 clusters Score -1517051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1517055.750000 Penalty: 4706.672363
	Iteration 74Q: 3 clusters Score -1517056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1517057.875000 Penalty: 4706.672363
	Iteration 75Q: 3 clusters Score -1517058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1517069.250000 Penalty: 4706.672363
	Iteration 76Q: 3 clusters Score -1517069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1517071.500000 Penalty: 4706.672363
	Iteration 77Q: 3 clusters Score -1517072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1517079.125000 Penalty: 4706.672363
	Iteration 78Q: 3 clusters Score -1517079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1517079.250000 Penalty: 4706.672363
	Iteration 79Q: 3 clusters Score -1517079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1517080.250000 Penalty: 4706.672363
	Iteration 80F: 3 clusters Score -1517080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1517077.750000 Penalty: 4706.672363
	Iteration 81Q: 3 clusters Score -1517078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1517077.750000 Penalty: 4706.672363
	Iteration 82F: 3 clusters Score -1517078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -25349.691406 Penalty: 1375.203979
	Iteration 0F: 2 clusters Score -25349.69 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 130 members 
Entering Unmasked Estep 
Score: -24203.613281 Penalty: 2750.407959
	Iteration 0F: 3 clusters Score -24203.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24406.558594 Penalty: 2750.407959
	Iteration 1F: 3 clusters Score -24406.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24463.777344 Penalty: 2750.407959
	Iteration 2F: 3 clusters Score -24463.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -24494.626953 Penalty: 2750.407959
	Iteration 3Q: 3 clusters Score -24494.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24505.332031 Penalty: 2750.407959
	Iteration 4Q: 3 clusters Score -24505.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24513.328125 Penalty: 2750.407959
	Iteration 5Q: 3 clusters Score -24513.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24515.060547 Penalty: 2750.407959
	Iteration 6Q: 3 clusters Score -24515.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24515.060547 Penalty: 2750.407959
	Iteration 7F: 3 clusters Score -24515.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -101597.937500 Penalty: 1690.550415
	Iteration 0F: 2 clusters Score -101597.9 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 451 members 
Entering Unmasked Estep 
Score: -99702.945312 Penalty: 3381.100830
	Iteration 0F: 3 clusters Score -99702.95 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -99976.585938 Penalty: 3381.100830
	Iteration 1F: 3 clusters Score -99976.59 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -100083.453125 Penalty: 3381.100830
	Iteration 2F: 3 clusters Score -100083.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -100127.171875 Penalty: 3381.100830
	Iteration 3Q: 3 clusters Score -100127.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -100154.296875 Penalty: 3381.100830
	Iteration 4Q: 3 clusters Score -100154.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -100173.960938 Penalty: 3381.100830
	Iteration 5Q: 3 clusters Score -100174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -100199.617188 Penalty: 3381.100830
	Iteration 6Q: 3 clusters Score -100199.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -100228.101562 Penalty: 3381.100830
	Iteration 7Q: 3 clusters Score -100228.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -100251.312500 Penalty: 3381.100830
	Iteration 8Q: 3 clusters Score -100251.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -100285.460938 Penalty: 3381.100830
	Iteration 9Q: 3 clusters Score -100285.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -100333.156250 Penalty: 3381.100830
	Iteration 10Q: 3 clusters Score -100333.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -100386.414062 Penalty: 3381.100830
	Iteration 11Q: 3 clusters Score -100386.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -100426.265625 Penalty: 3381.100830
	Iteration 12Q: 3 clusters Score -100426.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -100451.789062 Penalty: 3381.100830
	Iteration 13Q: 3 clusters Score -100451.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -100483.734375 Penalty: 3381.100830
	Iteration 14Q: 3 clusters Score -100483.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -100512.640625 Penalty: 3381.100830
	Iteration 15Q: 3 clusters Score -100512.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -100526.437500 Penalty: 3381.100830
	Iteration 16Q: 3 clusters Score -100526.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -100544.218750 Penalty: 3381.100830
	Iteration 17Q: 3 clusters Score -100544.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -100570.789062 Penalty: 3381.100830
	Iteration 18Q: 3 clusters Score -100570.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -100584.359375 Penalty: 3381.100830
	Iteration 19Q: 3 clusters Score -100584.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -100588.742188 Penalty: 3381.100830
	Iteration 20F: 3 clusters Score -100588.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -100596.187500 Penalty: 3381.100830
	Iteration 21Q: 3 clusters Score -100596.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -100604.210938 Penalty: 3381.100830
	Iteration 22Q: 3 clusters Score -100604.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -100622.507812 Penalty: 3381.100830
	Iteration 23Q: 3 clusters Score -100622.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -100637.781250 Penalty: 3381.100830
	Iteration 24Q: 3 clusters Score -100637.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -100645.460938 Penalty: 3381.100830
	Iteration 25Q: 3 clusters Score -100645.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100646.039062 Penalty: 3381.100830
	Iteration 26Q: 3 clusters Score -100646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100646.039062 Penalty: 3381.100830
	Iteration 27F: 3 clusters Score -100646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (238255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238255 members 
Entering Unmasked Estep 
Score: -29168306.000000 Penalty: 3070.511963
	Iteration 0F: 2 clusters Score -2.916831e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119396 members 
Mstep: Class 2 contains 118859 members 
Entering Unmasked Estep 
Score: -29023964.000000 Penalty: 6141.023926
	Iteration 0F: 3 clusters Score -2.902396e+07 nChanged 114984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123180 members 
Mstep: Class 2 contains 115075 members 
Entering Unmasked Estep 
Score: -29091654.000000 Penalty: 6141.023926
	Iteration 1F: 3 clusters Score -2.909165e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125982 members 
Mstep: Class 2 contains 112273 members 
Entering Unmasked Estep 
Score: -29093458.000000 Penalty: 6141.023926
	Iteration 2Q: 3 clusters Score -2.909346e+07 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130663 members 
Mstep: Class 2 contains 107592 members 
Entering Unmasked Estep 
Score: -29095772.000000 Penalty: 6141.023926
	Iteration 3Q: 3 clusters Score -2.909577e+07 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137840 members 
Mstep: Class 2 contains 100415 members 
Entering Unmasked Estep 
Score: -29099496.000000 Penalty: 6141.023926
	Iteration 4Q: 3 clusters Score -2.90995e+07 nChanged 12701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148815 members 
Mstep: Class 2 contains 89440 members 
Entering Unmasked Estep 
Score: -29105898.000000 Penalty: 6141.023926
	Iteration 5F: 3 clusters Score -2.91059e+07 nChanged 16536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164303 members 
Mstep: Class 2 contains 73952 members 
Entering Unmasked Estep 
Score: -29115928.000000 Penalty: 6141.023926
	Iteration 6F: 3 clusters Score -2.911593e+07 nChanged 19340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182951 members 
Mstep: Class 2 contains 55304 members 
Entering Unmasked Estep 
Score: -29128004.000000 Penalty: 6141.023926
	Iteration 7F: 3 clusters Score -2.9128e+07 nChanged 18866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201351 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -29139382.000000 Penalty: 6141.023926
	Iteration 8F: 3 clusters Score -2.913938e+07 nChanged 14687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215862 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -29149442.000000 Penalty: 6141.023926
	Iteration 9F: 3 clusters Score -2.914944e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225813 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -29156390.000000 Penalty: 6141.023926
	Iteration 10Q: 3 clusters Score -2.915639e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231686 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -29160694.000000 Penalty: 6141.023926
	Iteration 11Q: 3 clusters Score -2.916069e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234702 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -29163072.000000 Penalty: 6141.023926
	Iteration 12Q: 3 clusters Score -2.916307e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236224 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -29164186.000000 Penalty: 6141.023926
	Iteration 13Q: 3 clusters Score -2.916419e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236921 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -29164708.000000 Penalty: 6141.023926
	Iteration 14Q: 3 clusters Score -2.916471e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237261 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -29164972.000000 Penalty: 6141.023926
	Iteration 15Q: 3 clusters Score -2.916497e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237439 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -29165182.000000 Penalty: 6141.023926
	Iteration 16Q: 3 clusters Score -2.916518e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237522 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -29165262.000000 Penalty: 6141.023926
	Iteration 17Q: 3 clusters Score -2.916526e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237579 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -29165346.000000 Penalty: 6141.023926
	Iteration 18Q: 3 clusters Score -2.916535e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237612 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -29165380.000000 Penalty: 6141.023926
	Iteration 19Q: 3 clusters Score -2.916538e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237642 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -29165444.000000 Penalty: 6141.023926
	Iteration 20F: 3 clusters Score -2.916544e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237657 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -29165486.000000 Penalty: 6141.023926
	Iteration 21Q: 3 clusters Score -2.916549e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237677 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -29165502.000000 Penalty: 6141.023926
	Iteration 22Q: 3 clusters Score -2.91655e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237693 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -29165514.000000 Penalty: 6141.023926
	Iteration 23Q: 3 clusters Score -2.916551e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237704 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -29165516.000000 Penalty: 6141.023926
	Iteration 24Q: 3 clusters Score -2.916552e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237711 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -29165528.000000 Penalty: 6141.023926
	Iteration 25Q: 3 clusters Score -2.916553e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237717 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -29165546.000000 Penalty: 6141.023926
	Iteration 26Q: 3 clusters Score -2.916555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237721 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -29165568.000000 Penalty: 6141.023926
	Iteration 27Q: 3 clusters Score -2.916557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237722 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -29165556.000000 Penalty: 6141.023926
	Iteration 28Q: 3 clusters Score -2.916556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237724 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -29165556.000000 Penalty: 6141.023926
	Iteration 29Q: 3 clusters Score -2.916556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237724 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -29165558.000000 Penalty: 6141.023926
	Iteration 30Q: 3 clusters Score -2.916556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237723 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -29165560.000000 Penalty: 6141.023926
	Iteration 31Q: 3 clusters Score -2.916556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237725 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -29165560.000000 Penalty: 6141.023926
	Iteration 32Q: 3 clusters Score -2.916556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237726 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -29165566.000000 Penalty: 6141.023926
	Iteration 33Q: 3 clusters Score -2.916557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237726 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -29165566.000000 Penalty: 6141.023926
	Iteration 34F: 3 clusters Score -2.916557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 21725 members 
Mstep: Class 3 contains 17443 members 
Mstep: Class 4 contains 30377 members 
Mstep: Class 5 contains 98915 members 
Mstep: Class 6 contains 126518 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 18419 members 
Mstep: Class 9 contains 42491 members 
Mstep: Class 10 contains 12017 members 
Mstep: Class 11 contains 10027 members 
Mstep: Class 12 contains 36611 members 
Mstep: Class 13 contains 229950 members 
Mstep: Class 14 contains 33281 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154668 members 
Mstep: Class 17 contains 30070 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 69074 members 
Mstep: Class 20 contains 9812 members 
Mstep: Class 21 contains 38370 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26819 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158475936.000000 Penalty: 97929.023438
Iteration 199Q: 29 clusters Score -1.584759e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 21725 members 
Mstep: Class 3 contains 17443 members 
Mstep: Class 4 contains 30376 members 
Mstep: Class 5 contains 98920 members 
Mstep: Class 6 contains 126517 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 18502 members 
Mstep: Class 9 contains 42495 members 
Mstep: Class 10 contains 12017 members 
Mstep: Class 11 contains 10027 members 
Mstep: Class 12 contains 36515 members 
Mstep: Class 13 contains 229951 members 
Mstep: Class 14 contains 33265 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154664 members 
Mstep: Class 17 contains 30076 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 69065 members 
Mstep: Class 20 contains 9812 members 
Mstep: Class 21 contains 38369 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26812 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13213 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158475808.000000 Penalty: 97929.023438
Iteration 200F: 29 clusters Score -1.584758e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 21721 members 
Mstep: Class 3 contains 17444 members 
Mstep: Class 4 contains 30375 members 
Mstep: Class 5 contains 98917 members 
Mstep: Class 6 contains 126510 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 18601 members 
Mstep: Class 9 contains 42492 members 
Mstep: Class 10 contains 12017 members 
Mstep: Class 11 contains 10028 members 
Mstep: Class 12 contains 36441 members 
Mstep: Class 13 contains 229945 members 
Mstep: Class 14 contains 33243 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154661 members 
Mstep: Class 17 contains 30089 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 69047 members 
Mstep: Class 20 contains 9816 members 
Mstep: Class 21 contains 38370 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26807 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13213 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158475696.000000 Penalty: 97929.023438
Iteration 201Q: 29 clusters Score -1.584757e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 21720 members 
Mstep: Class 3 contains 17445 members 
Mstep: Class 4 contains 30373 members 
Mstep: Class 5 contains 98917 members 
Mstep: Class 6 contains 126502 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 18691 members 
Mstep: Class 9 contains 42493 members 
Mstep: Class 10 contains 12017 members 
Mstep: Class 11 contains 10028 members 
Mstep: Class 12 contains 36374 members 
Mstep: Class 13 contains 229936 members 
Mstep: Class 14 contains 33223 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154662 members 
Mstep: Class 17 contains 30097 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 69051 members 
Mstep: Class 20 contains 9816 members 
Mstep: Class 21 contains 38370 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26806 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13215 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158475728.000000 Penalty: 97929.023438
Iteration 202Q: 29 clusters Score -1.584757e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 21718 members 
Mstep: Class 3 contains 17446 members 
Mstep: Class 4 contains 30373 members 
Mstep: Class 5 contains 98917 members 
Mstep: Class 6 contains 126501 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 18777 members 
Mstep: Class 9 contains 42492 members 
Mstep: Class 10 contains 12017 members 
Mstep: Class 11 contains 10027 members 
Mstep: Class 12 contains 36315 members 
Mstep: Class 13 contains 229932 members 
Mstep: Class 14 contains 33199 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154661 members 
Mstep: Class 17 contains 30101 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 69051 members 
Mstep: Class 20 contains 9816 members 
Mstep: Class 21 contains 38369 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26805 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13218 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158475680.000000 Penalty: 97929.023438
Iteration 203Q: 29 clusters Score -1.584757e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 21717 members 
Mstep: Class 3 contains 17445 members 
Mstep: Class 4 contains 30372 members 
Mstep: Class 5 contains 98917 members 
Mstep: Class 6 contains 126499 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 18854 members 
Mstep: Class 9 contains 42488 members 
Mstep: Class 10 contains 12018 members 
Mstep: Class 11 contains 10027 members 
Mstep: Class 12 contains 36255 members 
Mstep: Class 13 contains 229932 members 
Mstep: Class 14 contains 33178 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154666 members 
Mstep: Class 17 contains 30105 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 69046 members 
Mstep: Class 20 contains 9818 members 
Mstep: Class 21 contains 38368 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26804 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13218 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158475504.000000 Penalty: 97929.023438
Iteration 204Q: 29 clusters Score -1.584755e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 21715 members 
Mstep: Class 3 contains 17444 members 
Mstep: Class 4 contains 30371 members 
Mstep: Class 5 contains 98916 members 
Mstep: Class 6 contains 126496 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 18914 members 
Mstep: Class 9 contains 42487 members 
Mstep: Class 10 contains 12021 members 
Mstep: Class 11 contains 10027 members 
Mstep: Class 12 contains 36207 members 
Mstep: Class 13 contains 229925 members 
Mstep: Class 14 contains 33159 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154666 members 
Mstep: Class 17 contains 30107 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 69050 members 
Mstep: Class 20 contains 9822 members 
Mstep: Class 21 contains 38367 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26806 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13218 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158475648.000000 Penalty: 97929.023438
Iteration 205Q: 29 clusters Score -1.584756e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 21714 members 
Mstep: Class 3 contains 17444 members 
Mstep: Class 4 contains 30370 members 
Mstep: Class 5 contains 98915 members 
Mstep: Class 6 contains 126490 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 18967 members 
Mstep: Class 9 contains 42484 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10027 members 
Mstep: Class 12 contains 36161 members 
Mstep: Class 13 contains 229925 members 
Mstep: Class 14 contains 33140 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154667 members 
Mstep: Class 17 contains 30108 members 
Mstep: Class 18 contains 8999 members 
Mstep: Class 19 contains 69054 members 
Mstep: Class 20 contains 9820 members 
Mstep: Class 21 contains 38370 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26805 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13220 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158475888.000000 Penalty: 97929.023438
Iteration 206Q: 29 clusters Score -1.584759e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 21712 members 
Mstep: Class 3 contains 17445 members 
Mstep: Class 4 contains 30369 members 
Mstep: Class 5 contains 98916 members 
Mstep: Class 6 contains 126487 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 19019 members 
Mstep: Class 9 contains 42477 members 
Mstep: Class 10 contains 12021 members 
Mstep: Class 11 contains 10027 members 
Mstep: Class 12 contains 36119 members 
Mstep: Class 13 contains 229921 members 
Mstep: Class 14 contains 33124 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154665 members 
Mstep: Class 17 contains 30114 members 
Mstep: Class 18 contains 9002 members 
Mstep: Class 19 contains 69053 members 
Mstep: Class 20 contains 9822 members 
Mstep: Class 21 contains 38371 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26804 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13220 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158475952.000000 Penalty: 97929.023438
Iteration 207Q: 29 clusters Score -1.58476e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 21713 members 
Mstep: Class 3 contains 17445 members 
Mstep: Class 4 contains 30369 members 
Mstep: Class 5 contains 98918 members 
Mstep: Class 6 contains 126483 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 19062 members 
Mstep: Class 9 contains 42481 members 
Mstep: Class 10 contains 12021 members 
Mstep: Class 11 contains 10028 members 
Mstep: Class 12 contains 36080 members 
Mstep: Class 13 contains 229922 members 
Mstep: Class 14 contains 33114 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154664 members 
Mstep: Class 17 contains 30114 members 
Mstep: Class 18 contains 9003 members 
Mstep: Class 19 contains 69051 members 
Mstep: Class 20 contains 9820 members 
Mstep: Class 21 contains 38371 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26802 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13219 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476064.000000 Penalty: 97929.023438
Iteration 208Q: 29 clusters Score -1.584761e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 21711 members 
Mstep: Class 3 contains 17444 members 
Mstep: Class 4 contains 30370 members 
Mstep: Class 5 contains 98919 members 
Mstep: Class 6 contains 126480 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 19104 members 
Mstep: Class 9 contains 42489 members 
Mstep: Class 10 contains 12021 members 
Mstep: Class 11 contains 10028 members 
Mstep: Class 12 contains 36033 members 
Mstep: Class 13 contains 229924 members 
Mstep: Class 14 contains 33107 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154667 members 
Mstep: Class 17 contains 30111 members 
Mstep: Class 18 contains 9004 members 
Mstep: Class 19 contains 69047 members 
Mstep: Class 20 contains 9820 members 
Mstep: Class 21 contains 38371 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26801 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476144.000000 Penalty: 97929.023438
Iteration 209Q: 29 clusters Score -1.584761e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 21709 members 
Mstep: Class 3 contains 17444 members 
Mstep: Class 4 contains 30370 members 
Mstep: Class 5 contains 98919 members 
Mstep: Class 6 contains 126478 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 19154 members 
Mstep: Class 9 contains 42492 members 
Mstep: Class 10 contains 12021 members 
Mstep: Class 11 contains 10028 members 
Mstep: Class 12 contains 35993 members 
Mstep: Class 13 contains 229921 members 
Mstep: Class 14 contains 33098 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154666 members 
Mstep: Class 17 contains 30112 members 
Mstep: Class 18 contains 9005 members 
Mstep: Class 19 contains 69040 members 
Mstep: Class 20 contains 9821 members 
Mstep: Class 21 contains 38370 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26801 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476272.000000 Penalty: 97929.023438
Iteration 210Q: 29 clusters Score -1.584763e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17445 members 
Mstep: Class 4 contains 30370 members 
Mstep: Class 5 contains 98919 members 
Mstep: Class 6 contains 126477 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 19204 members 
Mstep: Class 9 contains 42489 members 
Mstep: Class 10 contains 12021 members 
Mstep: Class 11 contains 10028 members 
Mstep: Class 12 contains 35953 members 
Mstep: Class 13 contains 229922 members 
Mstep: Class 14 contains 33089 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154666 members 
Mstep: Class 17 contains 30114 members 
Mstep: Class 18 contains 9005 members 
Mstep: Class 19 contains 69038 members 
Mstep: Class 20 contains 9823 members 
Mstep: Class 21 contains 38371 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26800 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13215 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 238399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476368.000000 Penalty: 97929.023438
Iteration 211Q: 29 clusters Score -1.584764e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17447 members 
Mstep: Class 4 contains 30370 members 
Mstep: Class 5 contains 98919 members 
Mstep: Class 6 contains 126475 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19262 members 
Mstep: Class 9 contains 42483 members 
Mstep: Class 10 contains 12021 members 
Mstep: Class 11 contains 10028 members 
Mstep: Class 12 contains 35924 members 
Mstep: Class 13 contains 229922 members 
Mstep: Class 14 contains 33071 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154665 members 
Mstep: Class 17 contains 30117 members 
Mstep: Class 18 contains 9005 members 
Mstep: Class 19 contains 69032 members 
Mstep: Class 20 contains 9824 members 
Mstep: Class 21 contains 38371 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26797 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13213 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476288.000000 Penalty: 97929.023438
Iteration 212Q: 29 clusters Score -1.584763e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17451 members 
Mstep: Class 4 contains 30370 members 
Mstep: Class 5 contains 98920 members 
Mstep: Class 6 contains 126472 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19308 members 
Mstep: Class 9 contains 42481 members 
Mstep: Class 10 contains 12021 members 
Mstep: Class 11 contains 10028 members 
Mstep: Class 12 contains 35907 members 
Mstep: Class 13 contains 229918 members 
Mstep: Class 14 contains 33058 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154664 members 
Mstep: Class 17 contains 30117 members 
Mstep: Class 18 contains 9005 members 
Mstep: Class 19 contains 69032 members 
Mstep: Class 20 contains 9823 members 
Mstep: Class 21 contains 38371 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26795 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13214 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476304.000000 Penalty: 97929.023438
Iteration 213Q: 29 clusters Score -1.584763e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 21707 members 
Mstep: Class 3 contains 17452 members 
Mstep: Class 4 contains 30370 members 
Mstep: Class 5 contains 98920 members 
Mstep: Class 6 contains 126470 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19349 members 
Mstep: Class 9 contains 42477 members 
Mstep: Class 10 contains 12021 members 
Mstep: Class 11 contains 10028 members 
Mstep: Class 12 contains 35888 members 
Mstep: Class 13 contains 229914 members 
Mstep: Class 14 contains 33052 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154666 members 
Mstep: Class 17 contains 30115 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69025 members 
Mstep: Class 20 contains 9823 members 
Mstep: Class 21 contains 38372 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26792 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13213 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476400.000000 Penalty: 97929.023438
Iteration 214Q: 29 clusters Score -1.584764e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 21706 members 
Mstep: Class 3 contains 17454 members 
Mstep: Class 4 contains 30370 members 
Mstep: Class 5 contains 98919 members 
Mstep: Class 6 contains 126470 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19384 members 
Mstep: Class 9 contains 42478 members 
Mstep: Class 10 contains 12021 members 
Mstep: Class 11 contains 10028 members 
Mstep: Class 12 contains 35860 members 
Mstep: Class 13 contains 229912 members 
Mstep: Class 14 contains 33043 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154667 members 
Mstep: Class 17 contains 30117 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69020 members 
Mstep: Class 20 contains 9823 members 
Mstep: Class 21 contains 38373 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26789 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13212 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476496.000000 Penalty: 97929.023438
Iteration 215Q: 29 clusters Score -1.584765e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 21705 members 
Mstep: Class 3 contains 17456 members 
Mstep: Class 4 contains 30370 members 
Mstep: Class 5 contains 98919 members 
Mstep: Class 6 contains 126471 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19422 members 
Mstep: Class 9 contains 42473 members 
Mstep: Class 10 contains 12021 members 
Mstep: Class 11 contains 10029 members 
Mstep: Class 12 contains 35845 members 
Mstep: Class 13 contains 229911 members 
Mstep: Class 14 contains 33036 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154668 members 
Mstep: Class 17 contains 30119 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69017 members 
Mstep: Class 20 contains 9823 members 
Mstep: Class 21 contains 38373 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26785 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13213 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476320.000000 Penalty: 97929.023438
Iteration 216Q: 29 clusters Score -1.584763e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 21703 members 
Mstep: Class 3 contains 17458 members 
Mstep: Class 4 contains 30369 members 
Mstep: Class 5 contains 98920 members 
Mstep: Class 6 contains 126471 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19459 members 
Mstep: Class 9 contains 42471 members 
Mstep: Class 10 contains 12021 members 
Mstep: Class 11 contains 10030 members 
Mstep: Class 12 contains 35832 members 
Mstep: Class 13 contains 229909 members 
Mstep: Class 14 contains 33029 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154667 members 
Mstep: Class 17 contains 30121 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69011 members 
Mstep: Class 20 contains 9825 members 
Mstep: Class 21 contains 38373 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26781 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13213 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476416.000000 Penalty: 97929.023438
Iteration 217Q: 29 clusters Score -1.584764e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 21703 members 
Mstep: Class 3 contains 17458 members 
Mstep: Class 4 contains 30368 members 
Mstep: Class 5 contains 98920 members 
Mstep: Class 6 contains 126470 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19484 members 
Mstep: Class 9 contains 42471 members 
Mstep: Class 10 contains 12021 members 
Mstep: Class 11 contains 10031 members 
Mstep: Class 12 contains 35822 members 
Mstep: Class 13 contains 229906 members 
Mstep: Class 14 contains 33024 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154666 members 
Mstep: Class 17 contains 30122 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69011 members 
Mstep: Class 20 contains 9823 members 
Mstep: Class 21 contains 38373 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26782 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13211 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476464.000000 Penalty: 97929.023438
Iteration 218Q: 29 clusters Score -1.584765e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 21703 members 
Mstep: Class 3 contains 17457 members 
Mstep: Class 4 contains 30368 members 
Mstep: Class 5 contains 98922 members 
Mstep: Class 6 contains 126467 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19515 members 
Mstep: Class 9 contains 42473 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10032 members 
Mstep: Class 12 contains 35809 members 
Mstep: Class 13 contains 229904 members 
Mstep: Class 14 contains 33024 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154662 members 
Mstep: Class 17 contains 30119 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69014 members 
Mstep: Class 20 contains 9822 members 
Mstep: Class 21 contains 38373 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26783 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13211 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476432.000000 Penalty: 97929.023438
Iteration 219Q: 29 clusters Score -1.584764e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 21703 members 
Mstep: Class 3 contains 17457 members 
Mstep: Class 4 contains 30368 members 
Mstep: Class 5 contains 98922 members 
Mstep: Class 6 contains 126463 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19547 members 
Mstep: Class 9 contains 42471 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10034 members 
Mstep: Class 12 contains 35798 members 
Mstep: Class 13 contains 229900 members 
Mstep: Class 14 contains 33024 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154662 members 
Mstep: Class 17 contains 30118 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69017 members 
Mstep: Class 20 contains 9819 members 
Mstep: Class 21 contains 38373 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26783 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13211 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476448.000000 Penalty: 97929.023438
Iteration 220F: 29 clusters Score -1.584764e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 21704 members 
Mstep: Class 3 contains 17457 members 
Mstep: Class 4 contains 30368 members 
Mstep: Class 5 contains 98923 members 
Mstep: Class 6 contains 126462 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19589 members 
Mstep: Class 9 contains 42470 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10035 members 
Mstep: Class 12 contains 35785 members 
Mstep: Class 13 contains 229899 members 
Mstep: Class 14 contains 33021 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154663 members 
Mstep: Class 17 contains 30119 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69019 members 
Mstep: Class 20 contains 9816 members 
Mstep: Class 21 contains 38373 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26784 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13212 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476464.000000 Penalty: 97929.023438
Iteration 221Q: 29 clusters Score -1.584765e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 21704 members 
Mstep: Class 3 contains 17457 members 
Mstep: Class 4 contains 30368 members 
Mstep: Class 5 contains 98923 members 
Mstep: Class 6 contains 126462 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19623 members 
Mstep: Class 9 contains 42472 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35772 members 
Mstep: Class 13 contains 229899 members 
Mstep: Class 14 contains 33017 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154663 members 
Mstep: Class 17 contains 30121 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69018 members 
Mstep: Class 20 contains 9816 members 
Mstep: Class 21 contains 38372 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26782 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13211 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476576.000000 Penalty: 97929.023438
Iteration 222Q: 29 clusters Score -1.584766e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 21704 members 
Mstep: Class 3 contains 17458 members 
Mstep: Class 4 contains 30368 members 
Mstep: Class 5 contains 98923 members 
Mstep: Class 6 contains 126462 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19656 members 
Mstep: Class 9 contains 42467 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35758 members 
Mstep: Class 13 contains 229900 members 
Mstep: Class 14 contains 33015 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154663 members 
Mstep: Class 17 contains 30121 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69012 members 
Mstep: Class 20 contains 9816 members 
Mstep: Class 21 contains 38373 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26781 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13210 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476576.000000 Penalty: 97929.023438
Iteration 223Q: 29 clusters Score -1.584766e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 21703 members 
Mstep: Class 3 contains 17457 members 
Mstep: Class 4 contains 30368 members 
Mstep: Class 5 contains 98923 members 
Mstep: Class 6 contains 126461 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19675 members 
Mstep: Class 9 contains 42464 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35744 members 
Mstep: Class 13 contains 229900 members 
Mstep: Class 14 contains 33009 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154663 members 
Mstep: Class 17 contains 30121 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69014 members 
Mstep: Class 20 contains 9814 members 
Mstep: Class 21 contains 38373 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26783 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13210 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476672.000000 Penalty: 97929.023438
Iteration 224Q: 29 clusters Score -1.584767e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 21703 members 
Mstep: Class 3 contains 17457 members 
Mstep: Class 4 contains 30368 members 
Mstep: Class 5 contains 98923 members 
Mstep: Class 6 contains 126462 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19699 members 
Mstep: Class 9 contains 42463 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35733 members 
Mstep: Class 13 contains 229900 members 
Mstep: Class 14 contains 33005 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154663 members 
Mstep: Class 17 contains 30122 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69010 members 
Mstep: Class 20 contains 9814 members 
Mstep: Class 21 contains 38374 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26781 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13210 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476624.000000 Penalty: 97929.023438
Iteration 225Q: 29 clusters Score -1.584766e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 21703 members 
Mstep: Class 3 contains 17457 members 
Mstep: Class 4 contains 30368 members 
Mstep: Class 5 contains 98923 members 
Mstep: Class 6 contains 126461 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19716 members 
Mstep: Class 9 contains 42466 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35721 members 
Mstep: Class 13 contains 229901 members 
Mstep: Class 14 contains 33000 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154662 members 
Mstep: Class 17 contains 30123 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69007 members 
Mstep: Class 20 contains 9814 members 
Mstep: Class 21 contains 38374 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26781 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13211 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476576.000000 Penalty: 97929.023438
Iteration 226Q: 29 clusters Score -1.584766e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 21703 members 
Mstep: Class 3 contains 17457 members 
Mstep: Class 4 contains 30368 members 
Mstep: Class 5 contains 98923 members 
Mstep: Class 6 contains 126460 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19724 members 
Mstep: Class 9 contains 42465 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35710 members 
Mstep: Class 13 contains 229901 members 
Mstep: Class 14 contains 32999 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154661 members 
Mstep: Class 17 contains 30123 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69007 members 
Mstep: Class 20 contains 9814 members 
Mstep: Class 21 contains 38374 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26781 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13212 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476688.000000 Penalty: 97929.023438
Iteration 227Q: 29 clusters Score -1.584767e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 21704 members 
Mstep: Class 3 contains 17456 members 
Mstep: Class 4 contains 30368 members 
Mstep: Class 5 contains 98923 members 
Mstep: Class 6 contains 126461 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19733 members 
Mstep: Class 9 contains 42468 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35698 members 
Mstep: Class 13 contains 229901 members 
Mstep: Class 14 contains 32993 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154659 members 
Mstep: Class 17 contains 30123 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69007 members 
Mstep: Class 20 contains 9814 members 
Mstep: Class 21 contains 38374 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26782 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13213 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476672.000000 Penalty: 97929.023438
Iteration 228Q: 29 clusters Score -1.584767e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 21704 members 
Mstep: Class 3 contains 17456 members 
Mstep: Class 4 contains 30368 members 
Mstep: Class 5 contains 98923 members 
Mstep: Class 6 contains 126461 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19743 members 
Mstep: Class 9 contains 42469 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35684 members 
Mstep: Class 13 contains 229899 members 
Mstep: Class 14 contains 32990 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154658 members 
Mstep: Class 17 contains 30123 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69007 members 
Mstep: Class 20 contains 9814 members 
Mstep: Class 21 contains 38374 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26782 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13215 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476544.000000 Penalty: 97929.023438
Iteration 229Q: 29 clusters Score -1.584765e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 21704 members 
Mstep: Class 3 contains 17456 members 
Mstep: Class 4 contains 30368 members 
Mstep: Class 5 contains 98923 members 
Mstep: Class 6 contains 126461 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19761 members 
Mstep: Class 9 contains 42469 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35673 members 
Mstep: Class 13 contains 229898 members 
Mstep: Class 14 contains 32988 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154658 members 
Mstep: Class 17 contains 30122 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69009 members 
Mstep: Class 20 contains 9814 members 
Mstep: Class 21 contains 38374 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26782 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13215 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476656.000000 Penalty: 97929.023438
Iteration 230Q: 29 clusters Score -1.584767e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 21703 members 
Mstep: Class 3 contains 17456 members 
Mstep: Class 4 contains 30368 members 
Mstep: Class 5 contains 98923 members 
Mstep: Class 6 contains 126460 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19779 members 
Mstep: Class 9 contains 42471 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35665 members 
Mstep: Class 13 contains 229896 members 
Mstep: Class 14 contains 32989 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154656 members 
Mstep: Class 17 contains 30121 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69010 members 
Mstep: Class 20 contains 9814 members 
Mstep: Class 21 contains 38374 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26782 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13215 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476672.000000 Penalty: 97929.023438
Iteration 231Q: 29 clusters Score -1.584767e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 21704 members 
Mstep: Class 3 contains 17456 members 
Mstep: Class 4 contains 30368 members 
Mstep: Class 5 contains 98924 members 
Mstep: Class 6 contains 126459 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19797 members 
Mstep: Class 9 contains 42474 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35662 members 
Mstep: Class 13 contains 229894 members 
Mstep: Class 14 contains 32988 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154655 members 
Mstep: Class 17 contains 30121 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69015 members 
Mstep: Class 20 contains 9814 members 
Mstep: Class 21 contains 38374 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26783 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13216 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476688.000000 Penalty: 97929.023438
Iteration 232Q: 29 clusters Score -1.584767e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 21705 members 
Mstep: Class 3 contains 17456 members 
Mstep: Class 4 contains 30366 members 
Mstep: Class 5 contains 98924 members 
Mstep: Class 6 contains 126460 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19812 members 
Mstep: Class 9 contains 42477 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35660 members 
Mstep: Class 13 contains 229893 members 
Mstep: Class 14 contains 32983 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154653 members 
Mstep: Class 17 contains 30120 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69019 members 
Mstep: Class 20 contains 9815 members 
Mstep: Class 21 contains 38374 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26783 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13220 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476608.000000 Penalty: 97929.023438
Iteration 233Q: 29 clusters Score -1.584766e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 21706 members 
Mstep: Class 3 contains 17456 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98924 members 
Mstep: Class 6 contains 126458 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19823 members 
Mstep: Class 9 contains 42478 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35658 members 
Mstep: Class 13 contains 229893 members 
Mstep: Class 14 contains 32982 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154654 members 
Mstep: Class 17 contains 30121 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69020 members 
Mstep: Class 20 contains 9814 members 
Mstep: Class 21 contains 38374 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26785 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13220 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476656.000000 Penalty: 97929.023438
Iteration 234Q: 29 clusters Score -1.584767e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 21706 members 
Mstep: Class 3 contains 17456 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98924 members 
Mstep: Class 6 contains 126458 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19837 members 
Mstep: Class 9 contains 42478 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35652 members 
Mstep: Class 13 contains 229894 members 
Mstep: Class 14 contains 32981 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154654 members 
Mstep: Class 17 contains 30120 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69021 members 
Mstep: Class 20 contains 9816 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26782 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13219 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476688.000000 Penalty: 97929.023438
Iteration 235Q: 29 clusters Score -1.584767e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 21706 members 
Mstep: Class 3 contains 17456 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98924 members 
Mstep: Class 6 contains 126457 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19856 members 
Mstep: Class 9 contains 42479 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35645 members 
Mstep: Class 13 contains 229893 members 
Mstep: Class 14 contains 32980 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154654 members 
Mstep: Class 17 contains 30122 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69021 members 
Mstep: Class 20 contains 9816 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26779 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13218 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476656.000000 Penalty: 97929.023438
Iteration 236Q: 29 clusters Score -1.584767e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 21706 members 
Mstep: Class 3 contains 17455 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98924 members 
Mstep: Class 6 contains 126455 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19874 members 
Mstep: Class 9 contains 42478 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35642 members 
Mstep: Class 13 contains 229895 members 
Mstep: Class 14 contains 32978 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154654 members 
Mstep: Class 17 contains 30122 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69025 members 
Mstep: Class 20 contains 9815 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26779 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13218 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476544.000000 Penalty: 97929.023438
Iteration 237Q: 29 clusters Score -1.584765e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55547 members 
Mstep: Class 2 contains 21705 members 
Mstep: Class 3 contains 17454 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98924 members 
Mstep: Class 6 contains 126455 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19895 members 
Mstep: Class 9 contains 42479 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35638 members 
Mstep: Class 13 contains 229896 members 
Mstep: Class 14 contains 32978 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154654 members 
Mstep: Class 17 contains 30122 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69023 members 
Mstep: Class 20 contains 9815 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26779 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13220 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476656.000000 Penalty: 97929.023438
Iteration 238Q: 29 clusters Score -1.584767e+08 nChanged 35
Entering ConstructFrom: 
Score: -158476656.000000 Penalty: 97929.023438
Entering ConstructFrom: 
Trying to split cluster 1 (55547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55547 members 
Entering Unmasked Estep 
Score: -6652135.500000 Penalty: 2709.396240
	Iteration 0F: 2 clusters Score -6652136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -6614802.000000 Penalty: 5418.792480
	Iteration 0F: 3 clusters Score -6614802 nChanged 25842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -6629173.500000 Penalty: 5418.792480
	Iteration 1F: 3 clusters Score -6629174 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -6630013.000000 Penalty: 5418.792480
	Iteration 2Q: 3 clusters Score -6630013 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -6630970.500000 Penalty: 5418.792480
	Iteration 3Q: 3 clusters Score -6630970 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -6631878.500000 Penalty: 5418.792480
	Iteration 4Q: 3 clusters Score -6631878 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -6632711.000000 Penalty: 5418.792480
	Iteration 5Q: 3 clusters Score -6632711 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -6633689.500000 Penalty: 5418.792480
	Iteration 6Q: 3 clusters Score -6633690 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -6634630.500000 Penalty: 5418.792480
	Iteration 7Q: 3 clusters Score -6634630 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -6635684.500000 Penalty: 5418.792480
	Iteration 8Q: 3 clusters Score -6635684 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -6636727.500000 Penalty: 5418.792480
	Iteration 9Q: 3 clusters Score -6636728 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -6637783.000000 Penalty: 5418.792480
	Iteration 10Q: 3 clusters Score -6637783 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -6638921.000000 Penalty: 5418.792480
	Iteration 11Q: 3 clusters Score -6638921 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -6639966.500000 Penalty: 5418.792480
	Iteration 12Q: 3 clusters Score -6639966 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -6640690.500000 Penalty: 5418.792480
	Iteration 13Q: 3 clusters Score -6640690 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -6641154.500000 Penalty: 5418.792480
	Iteration 14Q: 3 clusters Score -6641154 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -6641376.000000 Penalty: 5418.792480
	Iteration 15Q: 3 clusters Score -6641376 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -6641554.500000 Penalty: 5418.792480
	Iteration 16Q: 3 clusters Score -6641554 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -6641738.000000 Penalty: 5418.792480
	Iteration 17Q: 3 clusters Score -6641738 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -6641875.000000 Penalty: 5418.792480
	Iteration 18Q: 3 clusters Score -6641875 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -6642019.500000 Penalty: 5418.792480
	Iteration 19Q: 3 clusters Score -6642020 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -6642133.000000 Penalty: 5418.792480
	Iteration 20F: 3 clusters Score -6642133 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -6642297.500000 Penalty: 5418.792480
	Iteration 21Q: 3 clusters Score -6642298 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -6642424.500000 Penalty: 5418.792480
	Iteration 22Q: 3 clusters Score -6642424 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -6642597.500000 Penalty: 5418.792480
	Iteration 23Q: 3 clusters Score -6642598 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -6642775.000000 Penalty: 5418.792480
	Iteration 24Q: 3 clusters Score -6642775 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -6642983.000000 Penalty: 5418.792480
	Iteration 25Q: 3 clusters Score -6642983 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -6643180.000000 Penalty: 5418.792480
	Iteration 26Q: 3 clusters Score -6643180 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -6643387.000000 Penalty: 5418.792480
	Iteration 27Q: 3 clusters Score -6643387 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -6643585.500000 Penalty: 5418.792480
	Iteration 28Q: 3 clusters Score -6643586 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -6643809.500000 Penalty: 5418.792480
	Iteration 29Q: 3 clusters Score -6643810 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -6644039.000000 Penalty: 5418.792480
	Iteration 30Q: 3 clusters Score -6644039 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -6644338.500000 Penalty: 5418.792480
	Iteration 31Q: 3 clusters Score -6644338 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -6644673.500000 Penalty: 5418.792480
	Iteration 32Q: 3 clusters Score -6644674 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -6645059.500000 Penalty: 5418.792480
	Iteration 33Q: 3 clusters Score -6645060 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -6645529.500000 Penalty: 5418.792480
	Iteration 34Q: 3 clusters Score -6645530 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -6646009.500000 Penalty: 5418.792480
	Iteration 35Q: 3 clusters Score -6646010 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -6646451.500000 Penalty: 5418.792480
	Iteration 36Q: 3 clusters Score -6646452 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -6647023.000000 Penalty: 5418.792480
	Iteration 37Q: 3 clusters Score -6647023 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -6647672.500000 Penalty: 5418.792480
	Iteration 38Q: 3 clusters Score -6647672 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -6648243.500000 Penalty: 5418.792480
	Iteration 39Q: 3 clusters Score -6648244 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -6648803.500000 Penalty: 5418.792480
	Iteration 40F: 3 clusters Score -6648804 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -6649334.500000 Penalty: 5418.792480
	Iteration 41Q: 3 clusters Score -6649334 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -6649832.000000 Penalty: 5418.792480
	Iteration 42Q: 3 clusters Score -6649832 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53160 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -6650227.500000 Penalty: 5418.792480
	Iteration 43Q: 3 clusters Score -6650228 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -6650534.500000 Penalty: 5418.792480
	Iteration 44Q: 3 clusters Score -6650534 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53864 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6650720.500000 Penalty: 5418.792480
	Iteration 45Q: 3 clusters Score -6650720 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54075 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6650853.500000 Penalty: 5418.792480
	Iteration 46Q: 3 clusters Score -6650854 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6650930.500000 Penalty: 5418.792480
	Iteration 47Q: 3 clusters Score -6650930 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -6651010.000000 Penalty: 5418.792480
	Iteration 48Q: 3 clusters Score -6651010 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6651090.500000 Penalty: 5418.792480
	Iteration 49Q: 3 clusters Score -6651090 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54479 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6651127.000000 Penalty: 5418.792480
	Iteration 50Q: 3 clusters Score -6651127 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6651188.500000 Penalty: 5418.792480
	Iteration 51Q: 3 clusters Score -6651188 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54583 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6651222.000000 Penalty: 5418.792480
	Iteration 52Q: 3 clusters Score -6651222 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -6651253.500000 Penalty: 5418.792480
	Iteration 53Q: 3 clusters Score -6651254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -6651263.000000 Penalty: 5418.792480
	Iteration 54Q: 3 clusters Score -6651263 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6651287.500000 Penalty: 5418.792480
	Iteration 55Q: 3 clusters Score -6651288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6651301.000000 Penalty: 5418.792480
	Iteration 56Q: 3 clusters Score -6651301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54687 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6651315.000000 Penalty: 5418.792480
	Iteration 57Q: 3 clusters Score -6651315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6651315.000000 Penalty: 5418.792480
	Iteration 58Q: 3 clusters Score -6651315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6651321.000000 Penalty: 5418.792480
	Iteration 59Q: 3 clusters Score -6651321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6651329.000000 Penalty: 5418.792480
	Iteration 60F: 3 clusters Score -6651329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6651341.000000 Penalty: 5418.792480
	Iteration 61Q: 3 clusters Score -6651341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54735 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6651356.500000 Penalty: 5418.792480
	Iteration 62Q: 3 clusters Score -6651356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6651351.500000 Penalty: 5418.792480
	Iteration 63Q: 3 clusters Score -6651352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6651361.000000 Penalty: 5418.792480
	Iteration 64Q: 3 clusters Score -6651361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54743 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6651364.000000 Penalty: 5418.792480
	Iteration 65Q: 3 clusters Score -6651364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6651357.500000 Penalty: 5418.792480
	Iteration 66Q: 3 clusters Score -6651358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6651361.500000 Penalty: 5418.792480
	Iteration 67Q: 3 clusters Score -6651362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54752 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6651363.000000 Penalty: 5418.792480
	Iteration 68Q: 3 clusters Score -6651363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6651371.500000 Penalty: 5418.792480
	Iteration 69Q: 3 clusters Score -6651372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6651373.000000 Penalty: 5418.792480
	Iteration 70Q: 3 clusters Score -6651373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6651381.000000 Penalty: 5418.792480
	Iteration 71Q: 3 clusters Score -6651381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6651387.000000 Penalty: 5418.792480
	Iteration 72Q: 3 clusters Score -6651387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54766 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6651384.500000 Penalty: 5418.792480
	Iteration 73Q: 3 clusters Score -6651384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6651388.000000 Penalty: 5418.792480
	Iteration 74Q: 3 clusters Score -6651388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6651386.000000 Penalty: 5418.792480
	Iteration 75Q: 3 clusters Score -6651386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6651386.000000 Penalty: 5418.792480
	Iteration 76F: 3 clusters Score -6651386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Entering Unmasked Estep 
Score: -2631458.500000 Penalty: 2476.354004
	Iteration 0F: 2 clusters Score -2631458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2616283.500000 Penalty: 4952.708008
	Iteration 0F: 3 clusters Score -2616284 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2621413.000000 Penalty: 4952.708008
	Iteration 1F: 3 clusters Score -2621413 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2621837.750000 Penalty: 4952.708008
	Iteration 2F: 3 clusters Score -2621838 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2622201.750000 Penalty: 4952.708008
	Iteration 3Q: 3 clusters Score -2622202 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2622581.250000 Penalty: 4952.708008
	Iteration 4Q: 3 clusters Score -2622581 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2622937.250000 Penalty: 4952.708008
	Iteration 5Q: 3 clusters Score -2622937 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2623302.250000 Penalty: 4952.708008
	Iteration 6Q: 3 clusters Score -2623302 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2623727.500000 Penalty: 4952.708008
	Iteration 7Q: 3 clusters Score -2623728 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2624229.250000 Penalty: 4952.708008
	Iteration 8Q: 3 clusters Score -2624229 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2624734.250000 Penalty: 4952.708008
	Iteration 9Q: 3 clusters Score -2624734 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2625201.250000 Penalty: 4952.708008
	Iteration 10Q: 3 clusters Score -2625201 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2625641.750000 Penalty: 4952.708008
	Iteration 11Q: 3 clusters Score -2625642 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2626029.750000 Penalty: 4952.708008
	Iteration 12Q: 3 clusters Score -2626030 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2626405.500000 Penalty: 4952.708008
	Iteration 13Q: 3 clusters Score -2626406 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2626743.750000 Penalty: 4952.708008
	Iteration 14Q: 3 clusters Score -2626744 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2627051.500000 Penalty: 4952.708008
	Iteration 15Q: 3 clusters Score -2627052 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2627315.250000 Penalty: 4952.708008
	Iteration 16Q: 3 clusters Score -2627315 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2627532.000000 Penalty: 4952.708008
	Iteration 17Q: 3 clusters Score -2627532 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2627693.750000 Penalty: 4952.708008
	Iteration 18Q: 3 clusters Score -2627694 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2627804.500000 Penalty: 4952.708008
	Iteration 19Q: 3 clusters Score -2627804 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2627859.000000 Penalty: 4952.708008
	Iteration 20F: 3 clusters Score -2627859 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2627905.500000 Penalty: 4952.708008
	Iteration 21Q: 3 clusters Score -2627906 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2627937.750000 Penalty: 4952.708008
	Iteration 22Q: 3 clusters Score -2627938 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2627974.250000 Penalty: 4952.708008
	Iteration 23Q: 3 clusters Score -2627974 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2628003.750000 Penalty: 4952.708008
	Iteration 24Q: 3 clusters Score -2628004 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2628028.750000 Penalty: 4952.708008
	Iteration 25Q: 3 clusters Score -2628029 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2628059.750000 Penalty: 4952.708008
	Iteration 26Q: 3 clusters Score -2628060 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -2628081.750000 Penalty: 4952.708008
	Iteration 27Q: 3 clusters Score -2628082 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2628109.250000 Penalty: 4952.708008
	Iteration 28Q: 3 clusters Score -2628109 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2628121.250000 Penalty: 4952.708008
	Iteration 29Q: 3 clusters Score -2628121 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2628141.500000 Penalty: 4952.708008
	Iteration 30Q: 3 clusters Score -2628142 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2628158.500000 Penalty: 4952.708008
	Iteration 31Q: 3 clusters Score -2628158 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2628180.000000 Penalty: 4952.708008
	Iteration 32Q: 3 clusters Score -2628180 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2628196.500000 Penalty: 4952.708008
	Iteration 33Q: 3 clusters Score -2628196 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2628211.000000 Penalty: 4952.708008
	Iteration 34Q: 3 clusters Score -2628211 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2628216.000000 Penalty: 4952.708008
	Iteration 35Q: 3 clusters Score -2628216 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2628232.250000 Penalty: 4952.708008
	Iteration 36Q: 3 clusters Score -2628232 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2628257.750000 Penalty: 4952.708008
	Iteration 37Q: 3 clusters Score -2628258 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2628266.500000 Penalty: 4952.708008
	Iteration 38Q: 3 clusters Score -2628266 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2628274.000000 Penalty: 4952.708008
	Iteration 39Q: 3 clusters Score -2628274 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2628290.750000 Penalty: 4952.708008
	Iteration 40F: 3 clusters Score -2628291 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2628292.250000 Penalty: 4952.708008
	Iteration 41Q: 3 clusters Score -2628292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2628311.500000 Penalty: 4952.708008
	Iteration 42Q: 3 clusters Score -2628312 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2628317.500000 Penalty: 4952.708008
	Iteration 43Q: 3 clusters Score -2628318 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2628328.500000 Penalty: 4952.708008
	Iteration 44Q: 3 clusters Score -2628328 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2628347.000000 Penalty: 4952.708008
	Iteration 45Q: 3 clusters Score -2628347 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -2628352.500000 Penalty: 4952.708008
	Iteration 46Q: 3 clusters Score -2628352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2628359.500000 Penalty: 4952.708008
	Iteration 47Q: 3 clusters Score -2628360 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2628362.500000 Penalty: 4952.708008
	Iteration 48Q: 3 clusters Score -2628362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2628364.750000 Penalty: 4952.708008
	Iteration 49Q: 3 clusters Score -2628365 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2628365.000000 Penalty: 4952.708008
	Iteration 50Q: 3 clusters Score -2628365 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2628370.000000 Penalty: 4952.708008
	Iteration 51Q: 3 clusters Score -2628370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2628379.250000 Penalty: 4952.708008
	Iteration 52Q: 3 clusters Score -2628379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2628392.500000 Penalty: 4952.708008
	Iteration 53Q: 3 clusters Score -2628392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2628395.000000 Penalty: 4952.708008
	Iteration 54Q: 3 clusters Score -2628395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2628391.500000 Penalty: 4952.708008
	Iteration 55Q: 3 clusters Score -2628392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2628402.000000 Penalty: 4952.708008
	Iteration 56Q: 3 clusters Score -2628402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2628396.250000 Penalty: 4952.708008
	Iteration 57Q: 3 clusters Score -2628396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2628395.250000 Penalty: 4952.708008
	Iteration 58Q: 3 clusters Score -2628395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2628400.750000 Penalty: 4952.708008
	Iteration 59Q: 3 clusters Score -2628401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2628403.500000 Penalty: 4952.708008
	Iteration 60F: 3 clusters Score -2628404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2628410.750000 Penalty: 4952.708008
	Iteration 61Q: 3 clusters Score -2628411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2628410.250000 Penalty: 4952.708008
	Iteration 62Q: 3 clusters Score -2628410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2628409.500000 Penalty: 4952.708008
	Iteration 63Q: 3 clusters Score -2628410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2628416.000000 Penalty: 4952.708008
	Iteration 64Q: 3 clusters Score -2628416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2628421.750000 Penalty: 4952.708008
	Iteration 65Q: 3 clusters Score -2628422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2628425.250000 Penalty: 4952.708008
	Iteration 66Q: 3 clusters Score -2628425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2628422.750000 Penalty: 4952.708008
	Iteration 67Q: 3 clusters Score -2628423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2628433.500000 Penalty: 4952.708008
	Iteration 68Q: 3 clusters Score -2628434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2628434.000000 Penalty: 4952.708008
	Iteration 69Q: 3 clusters Score -2628434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2628440.500000 Penalty: 4952.708008
	Iteration 70Q: 3 clusters Score -2628440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2628443.750000 Penalty: 4952.708008
	Iteration 71Q: 3 clusters Score -2628444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2628441.000000 Penalty: 4952.708008
	Iteration 72Q: 3 clusters Score -2628441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2628435.000000 Penalty: 4952.708008
	Iteration 73Q: 3 clusters Score -2628435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2628442.500000 Penalty: 4952.708008
	Iteration 74Q: 3 clusters Score -2628442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2628441.750000 Penalty: 4952.708008
	Iteration 75Q: 3 clusters Score -2628442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2628449.250000 Penalty: 4952.708008
	Iteration 76Q: 3 clusters Score -2628449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2628453.750000 Penalty: 4952.708008
	Iteration 77Q: 3 clusters Score -2628454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2628450.500000 Penalty: 4952.708008
	Iteration 78Q: 3 clusters Score -2628450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2628452 nChanged 14
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Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2628460 nChanged 22
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Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 16540 members 
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Mstep: Class 2 contains 16559 members 
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Mstep: Class 2 contains 16569 members 
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	Iteration 83Q: 3 clusters Score -2628460 nChanged 16
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Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2628463 nChanged 14
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Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2628464 nChanged 9
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Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2628464 nChanged 7
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Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2628470 nChanged 12
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Mstep: Class 1 contains 5080 members 
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	Iteration 88Q: 3 clusters Score -2628472 nChanged 8
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Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2628472 nChanged 6
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Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2628469 nChanged 5
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Mstep: Class 1 contains 5061 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2628466 nChanged 6
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Mstep: Class 1 contains 5055 members 
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	Iteration 92Q: 3 clusters Score -2628466 nChanged 8
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Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2628467 nChanged 8
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Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 16666 members 
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	Iteration 94Q: 3 clusters Score -2628466 nChanged 6
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Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2628469 nChanged 8
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Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2628471 nChanged 11
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Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2628466 nChanged 13
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Mstep: Class 1 contains 5003 members 
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	Iteration 98Q: 3 clusters Score -2628469 nChanged 14
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Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2628468 nChanged 17
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Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2628477 nChanged 21
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Mstep: Class 1 contains 4953 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2628481 nChanged 17
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Mstep: Class 1 contains 4936 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4923 members 
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	Iteration 103Q: 3 clusters Score -2628483 nChanged 11
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Mstep: Class 1 contains 4912 members 
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	Iteration 104Q: 3 clusters Score -2628487 nChanged 11
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Mstep: Class 1 contains 4901 members 
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	Iteration 105Q: 3 clusters Score -2628494 nChanged 14
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Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2628498 nChanged 14
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Mstep: Class 1 contains 4873 members 
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	Iteration 107Q: 3 clusters Score -2628495 nChanged 6
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2628488 nChanged 9
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Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2628489 nChanged 9
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Mstep: Class 1 contains 4849 members 
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	Iteration 110Q: 3 clusters Score -2628495 nChanged 12
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	Iteration 111Q: 3 clusters Score -2628494 nChanged 20
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Mstep: Class 1 contains 4817 members 
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	Iteration 112Q: 3 clusters Score -2628496 nChanged 13
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Mstep: Class 1 contains 4804 members 
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	Iteration 117Q: 3 clusters Score -2628499 nChanged 13
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	Iteration 119Q: 3 clusters Score -2628502 nChanged 10
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	Iteration 120F: 3 clusters Score -2628498 nChanged 7
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	Iteration 121Q: 3 clusters Score -2628500 nChanged 10
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Mstep: Class 2 contains 16990 members 
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Mstep: Class 1 contains 4708 members 
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	Iteration 123Q: 3 clusters Score -2628513 nChanged 5
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	Iteration 124Q: 3 clusters Score -2628508 nChanged 3
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	Iteration 126Q: 3 clusters Score -2628512 nChanged 8
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	Iteration 127Q: 3 clusters Score -2628514 nChanged 17
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	Iteration 128Q: 3 clusters Score -2628512 nChanged 11
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	Iteration 129Q: 3 clusters Score -2628518 nChanged 17
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	Iteration 130Q: 3 clusters Score -2628520 nChanged 17
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	Iteration 131Q: 3 clusters Score -2628521 nChanged 13
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	Iteration 133Q: 3 clusters Score -2628526 nChanged 21
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	Iteration 134Q: 3 clusters Score -2628526 nChanged 24
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	Iteration 135Q: 3 clusters Score -2628529 nChanged 23
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	Iteration 139Q: 3 clusters Score -2628541 nChanged 32
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2628561 nChanged 28
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	Iteration 151Q: 3 clusters Score -2628614 nChanged 61
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	Iteration 152Q: 3 clusters Score -2628635 nChanged 60
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	Iteration 158Q: 3 clusters Score -2628750 nChanged 93
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	Iteration 160F: 3 clusters Score -2628782 nChanged 94
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	Iteration 161Q: 3 clusters Score -2628806 nChanged 78
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	Iteration 162Q: 3 clusters Score -2628827 nChanged 67
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	Iteration 163Q: 3 clusters Score -2628844 nChanged 71
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	Iteration 165Q: 3 clusters Score -2628883 nChanged 73
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	Iteration 167Q: 3 clusters Score -2628931 nChanged 69
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	Iteration 168Q: 3 clusters Score -2628958 nChanged 58
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	Iteration 169Q: 3 clusters Score -2628964 nChanged 61
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	Iteration 170Q: 3 clusters Score -2628978 nChanged 59
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	Iteration 171Q: 3 clusters Score -2629001 nChanged 59
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	Iteration 172Q: 3 clusters Score -2629008 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2629024.750000 Penalty: 4952.708008
	Iteration 173Q: 3 clusters Score -2629025 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2629045.500000 Penalty: 4952.708008
	Iteration 174Q: 3 clusters Score -2629046 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2629060.000000 Penalty: 4952.708008
	Iteration 175Q: 3 clusters Score -2629060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2629071.750000 Penalty: 4952.708008
	Iteration 176Q: 3 clusters Score -2629072 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -2629091.000000 Penalty: 4952.708008
	Iteration 177Q: 3 clusters Score -2629091 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -2629105.500000 Penalty: 4952.708008
	Iteration 178Q: 3 clusters Score -2629106 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -2629122.500000 Penalty: 4952.708008
	Iteration 179Q: 3 clusters Score -2629122 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2629148.500000 Penalty: 4952.708008
	Iteration 180F: 3 clusters Score -2629148 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2629158.500000 Penalty: 4952.708008
	Iteration 181Q: 3 clusters Score -2629158 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2629198.000000 Penalty: 4952.708008
	Iteration 182Q: 3 clusters Score -2629198 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2629213.500000 Penalty: 4952.708008
	Iteration 183Q: 3 clusters Score -2629214 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2629233.000000 Penalty: 4952.708008
	Iteration 184Q: 3 clusters Score -2629233 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -2629261.500000 Penalty: 4952.708008
	Iteration 185Q: 3 clusters Score -2629262 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2629270.750000 Penalty: 4952.708008
	Iteration 186Q: 3 clusters Score -2629271 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2629297.750000 Penalty: 4952.708008
	Iteration 187Q: 3 clusters Score -2629298 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -2629321.750000 Penalty: 4952.708008
	Iteration 188Q: 3 clusters Score -2629322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2629338.500000 Penalty: 4952.708008
	Iteration 189Q: 3 clusters Score -2629338 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -2629354.250000 Penalty: 4952.708008
	Iteration 190Q: 3 clusters Score -2629354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -2629370.000000 Penalty: 4952.708008
	Iteration 191Q: 3 clusters Score -2629370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2629377.750000 Penalty: 4952.708008
	Iteration 192Q: 3 clusters Score -2629378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2629391.250000 Penalty: 4952.708008
	Iteration 193Q: 3 clusters Score -2629391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2629396.000000 Penalty: 4952.708008
	Iteration 194Q: 3 clusters Score -2629396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2629399.500000 Penalty: 4952.708008
	Iteration 195Q: 3 clusters Score -2629400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2629401.500000 Penalty: 4952.708008
	Iteration 196Q: 3 clusters Score -2629402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2629403.750000 Penalty: 4952.708008
	Iteration 197Q: 3 clusters Score -2629404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -2629405.250000 Penalty: 4952.708008
	Iteration 198Q: 3 clusters Score -2629405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2629411.750000 Penalty: 4952.708008
	Iteration 199Q: 3 clusters Score -2629412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2629408.500000 Penalty: 4952.708008
	Iteration 200F: 3 clusters Score -2629408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -2629417.000000 Penalty: 4952.708008
	Iteration 201Q: 3 clusters Score -2629417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2629418.250000 Penalty: 4952.708008
	Iteration 202Q: 3 clusters Score -2629418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -2629424.000000 Penalty: 4952.708008
	Iteration 203Q: 3 clusters Score -2629424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -2629427.500000 Penalty: 4952.708008
	Iteration 204Q: 3 clusters Score -2629428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2629429.250000 Penalty: 4952.708008
	Iteration 205Q: 3 clusters Score -2629429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2629430.250000 Penalty: 4952.708008
	Iteration 206Q: 3 clusters Score -2629430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2629435.000000 Penalty: 4952.708008
	Iteration 207Q: 3 clusters Score -2629435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2629440.000000 Penalty: 4952.708008
	Iteration 208Q: 3 clusters Score -2629440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -2629448.000000 Penalty: 4952.708008
	Iteration 209Q: 3 clusters Score -2629448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2629450.500000 Penalty: 4952.708008
	Iteration 210Q: 3 clusters Score -2629450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2629456.000000 Penalty: 4952.708008
	Iteration 211Q: 3 clusters Score -2629456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2629453.500000 Penalty: 4952.708008
	Iteration 212Q: 3 clusters Score -2629454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2629454.000000 Penalty: 4952.708008
	Iteration 213Q: 3 clusters Score -2629454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2629463.000000 Penalty: 4952.708008
	Iteration 214Q: 3 clusters Score -2629463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -2629468.250000 Penalty: 4952.708008
	Iteration 215Q: 3 clusters Score -2629468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2629476.000000 Penalty: 4952.708008
	Iteration 216Q: 3 clusters Score -2629476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -2629485.500000 Penalty: 4952.708008
	Iteration 217Q: 3 clusters Score -2629486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -2629486.750000 Penalty: 4952.708008
	Iteration 218Q: 3 clusters Score -2629487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -2629491.000000 Penalty: 4952.708008
	Iteration 219Q: 3 clusters Score -2629491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2629491.750000 Penalty: 4952.708008
	Iteration 220F: 3 clusters Score -2629492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2629495.000000 Penalty: 4952.708008
	Iteration 221Q: 3 clusters Score -2629495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2629493.750000 Penalty: 4952.708008
	Iteration 222Q: 3 clusters Score -2629494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2629494.000000 Penalty: 4952.708008
	Iteration 223Q: 3 clusters Score -2629494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2629492.750000 Penalty: 4952.708008
	Iteration 224Q: 3 clusters Score -2629493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -2629497.000000 Penalty: 4952.708008
	Iteration 225Q: 3 clusters Score -2629497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2629497.250000 Penalty: 4952.708008
	Iteration 226Q: 3 clusters Score -2629497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -2629495.500000 Penalty: 4952.708008
	Iteration 227Q: 3 clusters Score -2629496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2629502.250000 Penalty: 4952.708008
	Iteration 228Q: 3 clusters Score -2629502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -2629504.250000 Penalty: 4952.708008
	Iteration 229Q: 3 clusters Score -2629504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -2629505.000000 Penalty: 4952.708008
	Iteration 230Q: 3 clusters Score -2629505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -2629503.500000 Penalty: 4952.708008
	Iteration 231Q: 3 clusters Score -2629504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -2629505.750000 Penalty: 4952.708008
	Iteration 232Q: 3 clusters Score -2629506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2629506.000000 Penalty: 4952.708008
	Iteration 233Q: 3 clusters Score -2629506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -2629508.250000 Penalty: 4952.708008
	Iteration 234Q: 3 clusters Score -2629508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -2629510.750000 Penalty: 4952.708008
	Iteration 235Q: 3 clusters Score -2629511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2629511.250000 Penalty: 4952.708008
	Iteration 236Q: 3 clusters Score -2629511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2629513.500000 Penalty: 4952.708008
	Iteration 237Q: 3 clusters Score -2629514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2629513.500000 Penalty: 4952.708008
	Iteration 238F: 3 clusters Score -2629514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Entering Unmasked Estep 
Score: -2121574.500000 Penalty: 2422.296387
	Iteration 0F: 2 clusters Score -2121574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2109173.500000 Penalty: 4844.592773
	Iteration 0F: 3 clusters Score -2109174 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2113652.500000 Penalty: 4844.592773
	Iteration 1F: 3 clusters Score -2113652 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2114569.250000 Penalty: 4844.592773
	Iteration 2F: 3 clusters Score -2114569 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2115520.000000 Penalty: 4844.592773
	Iteration 3F: 3 clusters Score -2115520 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2116337.250000 Penalty: 4844.592773
	Iteration 4F: 3 clusters Score -2116337 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2117069.250000 Penalty: 4844.592773
	Iteration 5F: 3 clusters Score -2117069 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2117763.750000 Penalty: 4844.592773
	Iteration 6F: 3 clusters Score -2117764 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2118367.250000 Penalty: 4844.592773
	Iteration 7Q: 3 clusters Score -2118367 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2118857.250000 Penalty: 4844.592773
	Iteration 8Q: 3 clusters Score -2118857 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2119256.250000 Penalty: 4844.592773
	Iteration 9Q: 3 clusters Score -2119256 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2119531.000000 Penalty: 4844.592773
	Iteration 10Q: 3 clusters Score -2119531 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2119703.000000 Penalty: 4844.592773
	Iteration 11Q: 3 clusters Score -2119703 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2119812.000000 Penalty: 4844.592773
	Iteration 12Q: 3 clusters Score -2119812 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2119884.750000 Penalty: 4844.592773
	Iteration 13Q: 3 clusters Score -2119885 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2119933.500000 Penalty: 4844.592773
	Iteration 14Q: 3 clusters Score -2119934 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2119954.000000 Penalty: 4844.592773
	Iteration 15Q: 3 clusters Score -2119954 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2119972.250000 Penalty: 4844.592773
	Iteration 16Q: 3 clusters Score -2119972 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2120001.250000 Penalty: 4844.592773
	Iteration 17Q: 3 clusters Score -2120001 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2120057.500000 Penalty: 4844.592773
	Iteration 18Q: 3 clusters Score -2120058 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2120127.000000 Penalty: 4844.592773
	Iteration 19Q: 3 clusters Score -2120127 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2120210.000000 Penalty: 4844.592773
	Iteration 20F: 3 clusters Score -2120210 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2120270.000000 Penalty: 4844.592773
	Iteration 21Q: 3 clusters Score -2120270 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2120297.000000 Penalty: 4844.592773
	Iteration 22Q: 3 clusters Score -2120297 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2120318.500000 Penalty: 4844.592773
	Iteration 23Q: 3 clusters Score -2120318 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2120328.500000 Penalty: 4844.592773
	Iteration 24Q: 3 clusters Score -2120328 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2120339.000000 Penalty: 4844.592773
	Iteration 25Q: 3 clusters Score -2120339 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2120353.250000 Penalty: 4844.592773
	Iteration 26Q: 3 clusters Score -2120353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2120354.000000 Penalty: 4844.592773
	Iteration 27Q: 3 clusters Score -2120354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2120362.750000 Penalty: 4844.592773
	Iteration 28Q: 3 clusters Score -2120363 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2120363.500000 Penalty: 4844.592773
	Iteration 29Q: 3 clusters Score -2120364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2120368.250000 Penalty: 4844.592773
	Iteration 30Q: 3 clusters Score -2120368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2120369.500000 Penalty: 4844.592773
	Iteration 31Q: 3 clusters Score -2120370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2120371.750000 Penalty: 4844.592773
	Iteration 32Q: 3 clusters Score -2120372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2120372.250000 Penalty: 4844.592773
	Iteration 33Q: 3 clusters Score -2120372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2120379.000000 Penalty: 4844.592773
	Iteration 34Q: 3 clusters Score -2120379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2120381.750000 Penalty: 4844.592773
	Iteration 35Q: 3 clusters Score -2120382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2120386.250000 Penalty: 4844.592773
	Iteration 36Q: 3 clusters Score -2120386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2120386.000000 Penalty: 4844.592773
	Iteration 37Q: 3 clusters Score -2120386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2120390.250000 Penalty: 4844.592773
	Iteration 38Q: 3 clusters Score -2120390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2120395.250000 Penalty: 4844.592773
	Iteration 39Q: 3 clusters Score -2120395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2120400.250000 Penalty: 4844.592773
	Iteration 40F: 3 clusters Score -2120400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2120403.750000 Penalty: 4844.592773
	Iteration 41Q: 3 clusters Score -2120404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2120407.500000 Penalty: 4844.592773
	Iteration 42Q: 3 clusters Score -2120408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2120410.250000 Penalty: 4844.592773
	Iteration 43Q: 3 clusters Score -2120410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2120414.750000 Penalty: 4844.592773
	Iteration 44Q: 3 clusters Score -2120415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2120410.750000 Penalty: 4844.592773
	Iteration 45Q: 3 clusters Score -2120411 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2120417.000000 Penalty: 4844.592773
	Iteration 46Q: 3 clusters Score -2120417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2120416.250000 Penalty: 4844.592773
	Iteration 47Q: 3 clusters Score -2120416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2120424.000000 Penalty: 4844.592773
	Iteration 48Q: 3 clusters Score -2120424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2120428.750000 Penalty: 4844.592773
	Iteration 49Q: 3 clusters Score -2120429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2120436.750000 Penalty: 4844.592773
	Iteration 50Q: 3 clusters Score -2120437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2120439.500000 Penalty: 4844.592773
	Iteration 51Q: 3 clusters Score -2120440 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2120446.250000 Penalty: 4844.592773
	Iteration 52Q: 3 clusters Score -2120446 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2120461.500000 Penalty: 4844.592773
	Iteration 53Q: 3 clusters Score -2120462 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2120475.750000 Penalty: 4844.592773
	Iteration 54Q: 3 clusters Score -2120476 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2120488.500000 Penalty: 4844.592773
	Iteration 55Q: 3 clusters Score -2120488 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2120498.250000 Penalty: 4844.592773
	Iteration 56Q: 3 clusters Score -2120498 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2120512.250000 Penalty: 4844.592773
	Iteration 57Q: 3 clusters Score -2120512 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2120527.250000 Penalty: 4844.592773
	Iteration 58Q: 3 clusters Score -2120527 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2120547.750000 Penalty: 4844.592773
	Iteration 59Q: 3 clusters Score -2120548 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2120563.500000 Penalty: 4844.592773
	Iteration 60F: 3 clusters Score -2120564 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2120578.750000 Penalty: 4844.592773
	Iteration 61Q: 3 clusters Score -2120579 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2120603.500000 Penalty: 4844.592773
	Iteration 62Q: 3 clusters Score -2120604 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2120623.500000 Penalty: 4844.592773
	Iteration 63Q: 3 clusters Score -2120624 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2120637.250000 Penalty: 4844.592773
	Iteration 64Q: 3 clusters Score -2120637 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2120646.500000 Penalty: 4844.592773
	Iteration 65Q: 3 clusters Score -2120646 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2120667.750000 Penalty: 4844.592773
	Iteration 66Q: 3 clusters Score -2120668 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2120682.750000 Penalty: 4844.592773
	Iteration 67Q: 3 clusters Score -2120683 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2120705.250000 Penalty: 4844.592773
	Iteration 68Q: 3 clusters Score -2120705 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2120725.500000 Penalty: 4844.592773
	Iteration 69Q: 3 clusters Score -2120726 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2120741.000000 Penalty: 4844.592773
	Iteration 70Q: 3 clusters Score -2120741 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2120778.000000 Penalty: 4844.592773
	Iteration 71Q: 3 clusters Score -2120778 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2120808.500000 Penalty: 4844.592773
	Iteration 72Q: 3 clusters Score -2120808 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2120840.000000 Penalty: 4844.592773
	Iteration 73Q: 3 clusters Score -2120840 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2120853.000000 Penalty: 4844.592773
	Iteration 74Q: 3 clusters Score -2120853 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2120877.500000 Penalty: 4844.592773
	Iteration 75Q: 3 clusters Score -2120878 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2120913.000000 Penalty: 4844.592773
	Iteration 76Q: 3 clusters Score -2120913 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2120938.000000 Penalty: 4844.592773
	Iteration 77Q: 3 clusters Score -2120938 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2120956.500000 Penalty: 4844.592773
	Iteration 78Q: 3 clusters Score -2120956 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2120987.750000 Penalty: 4844.592773
	Iteration 79Q: 3 clusters Score -2120988 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2121022.750000 Penalty: 4844.592773
	Iteration 80F: 3 clusters Score -2121023 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2121043.000000 Penalty: 4844.592773
	Iteration 81Q: 3 clusters Score -2121043 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2121066.500000 Penalty: 4844.592773
	Iteration 82Q: 3 clusters Score -2121066 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2121077.750000 Penalty: 4844.592773
	Iteration 83Q: 3 clusters Score -2121078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2121085.750000 Penalty: 4844.592773
	Iteration 84Q: 3 clusters Score -2121086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2121094.250000 Penalty: 4844.592773
	Iteration 85Q: 3 clusters Score -2121094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2121099.500000 Penalty: 4844.592773
	Iteration 86Q: 3 clusters Score -2121100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2121101.750000 Penalty: 4844.592773
	Iteration 87Q: 3 clusters Score -2121102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2121106.500000 Penalty: 4844.592773
	Iteration 88Q: 3 clusters Score -2121106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2121107.500000 Penalty: 4844.592773
	Iteration 89Q: 3 clusters Score -2121108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2121107.250000 Penalty: 4844.592773
	Iteration 90Q: 3 clusters Score -2121107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2121109.000000 Penalty: 4844.592773
	Iteration 91Q: 3 clusters Score -2121109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2121109.000000 Penalty: 4844.592773
	Iteration 92F: 3 clusters Score -2121109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Entering Unmasked Estep 
Score: -3709339.750000 Penalty: 2559.619385
	Iteration 0F: 2 clusters Score -3709340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3688574.250000 Penalty: 5119.238770
	Iteration 0F: 3 clusters Score -3688574 nChanged 13610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -3695848.000000 Penalty: 5119.238770
	Iteration 1F: 3 clusters Score -3695848 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -3696287.750000 Penalty: 5119.238770
	Iteration 2Q: 3 clusters Score -3696288 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -3696695.000000 Penalty: 5119.238770
	Iteration 3Q: 3 clusters Score -3696695 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -3697122.000000 Penalty: 5119.238770
	Iteration 4Q: 3 clusters Score -3697122 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -3697581.750000 Penalty: 5119.238770
	Iteration 5Q: 3 clusters Score -3697582 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -3698183.500000 Penalty: 5119.238770
	Iteration 6Q: 3 clusters Score -3698184 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -3699061.750000 Penalty: 5119.238770
	Iteration 7F: 3 clusters Score -3699062 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -3700243.750000 Penalty: 5119.238770
	Iteration 8F: 3 clusters Score -3700244 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -3701577.250000 Penalty: 5119.238770
	Iteration 9F: 3 clusters Score -3701577 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -3702818.000000 Penalty: 5119.238770
	Iteration 10F: 3 clusters Score -3702818 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -3703882.500000 Penalty: 5119.238770
	Iteration 11F: 3 clusters Score -3703882 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -3704639.750000 Penalty: 5119.238770
	Iteration 12Q: 3 clusters Score -3704640 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -3705273.000000 Penalty: 5119.238770
	Iteration 13Q: 3 clusters Score -3705273 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -3705767.750000 Penalty: 5119.238770
	Iteration 14Q: 3 clusters Score -3705768 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -3706134.000000 Penalty: 5119.238770
	Iteration 15Q: 3 clusters Score -3706134 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3706415.000000 Penalty: 5119.238770
	Iteration 16Q: 3 clusters Score -3706415 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3706618.000000 Penalty: 5119.238770
	Iteration 17Q: 3 clusters Score -3706618 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3706743.750000 Penalty: 5119.238770
	Iteration 18Q: 3 clusters Score -3706744 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3706836.000000 Penalty: 5119.238770
	Iteration 19Q: 3 clusters Score -3706836 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3706915.000000 Penalty: 5119.238770
	Iteration 20F: 3 clusters Score -3706915 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3706955.250000 Penalty: 5119.238770
	Iteration 21Q: 3 clusters Score -3706955 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3707002.750000 Penalty: 5119.238770
	Iteration 22Q: 3 clusters Score -3707003 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3707040.500000 Penalty: 5119.238770
	Iteration 23Q: 3 clusters Score -3707040 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3707072.000000 Penalty: 5119.238770
	Iteration 24Q: 3 clusters Score -3707072 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3707097.500000 Penalty: 5119.238770
	Iteration 25Q: 3 clusters Score -3707098 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3707113.500000 Penalty: 5119.238770
	Iteration 26Q: 3 clusters Score -3707114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3707125.500000 Penalty: 5119.238770
	Iteration 27Q: 3 clusters Score -3707126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3707142.250000 Penalty: 5119.238770
	Iteration 28Q: 3 clusters Score -3707142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3707154.000000 Penalty: 5119.238770
	Iteration 29Q: 3 clusters Score -3707154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3707172.750000 Penalty: 5119.238770
	Iteration 30Q: 3 clusters Score -3707173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3707176.750000 Penalty: 5119.238770
	Iteration 31Q: 3 clusters Score -3707177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3707175.750000 Penalty: 5119.238770
	Iteration 32Q: 3 clusters Score -3707176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3707179.500000 Penalty: 5119.238770
	Iteration 33Q: 3 clusters Score -3707180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3707182.250000 Penalty: 5119.238770
	Iteration 34Q: 3 clusters Score -3707182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3707180.750000 Penalty: 5119.238770
	Iteration 35Q: 3 clusters Score -3707181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3707188.000000 Penalty: 5119.238770
	Iteration 36Q: 3 clusters Score -3707188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3707198.750000 Penalty: 5119.238770
	Iteration 37Q: 3 clusters Score -3707199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3707199.500000 Penalty: 5119.238770
	Iteration 38Q: 3 clusters Score -3707200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3707200.500000 Penalty: 5119.238770
	Iteration 39Q: 3 clusters Score -3707200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3707198.750000 Penalty: 5119.238770
	Iteration 40F: 3 clusters Score -3707199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3707209.750000 Penalty: 5119.238770
	Iteration 41Q: 3 clusters Score -3707210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3707214.000000 Penalty: 5119.238770
	Iteration 42Q: 3 clusters Score -3707214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3707217.750000 Penalty: 5119.238770
	Iteration 43Q: 3 clusters Score -3707218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3707220.500000 Penalty: 5119.238770
	Iteration 44Q: 3 clusters Score -3707220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3707214.250000 Penalty: 5119.238770
	Iteration 45Q: 3 clusters Score -3707214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3707214.750000 Penalty: 5119.238770
	Iteration 46Q: 3 clusters Score -3707215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3707221.500000 Penalty: 5119.238770
	Iteration 47Q: 3 clusters Score -3707222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3707219.000000 Penalty: 5119.238770
	Iteration 48Q: 3 clusters Score -3707219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3707219.000000 Penalty: 5119.238770
	Iteration 49Q: 3 clusters Score -3707219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3707221.250000 Penalty: 5119.238770
	Iteration 50Q: 3 clusters Score -3707221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3707222.000000 Penalty: 5119.238770
	Iteration 51Q: 3 clusters Score -3707222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3707219.500000 Penalty: 5119.238770
	Iteration 52Q: 3 clusters Score -3707220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3707225.250000 Penalty: 5119.238770
	Iteration 53Q: 3 clusters Score -3707225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3707220.500000 Penalty: 5119.238770
	Iteration 54Q: 3 clusters Score -3707220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3707230.000000 Penalty: 5119.238770
	Iteration 55Q: 3 clusters Score -3707230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3707235.250000 Penalty: 5119.238770
	Iteration 56Q: 3 clusters Score -3707235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3707239.250000 Penalty: 5119.238770
	Iteration 57Q: 3 clusters Score -3707239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3707237.250000 Penalty: 5119.238770
	Iteration 58Q: 3 clusters Score -3707237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3707241.750000 Penalty: 5119.238770
	Iteration 59Q: 3 clusters Score -3707242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3707252.750000 Penalty: 5119.238770
	Iteration 60F: 3 clusters Score -3707253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3707257.500000 Penalty: 5119.238770
	Iteration 61Q: 3 clusters Score -3707258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3707261.000000 Penalty: 5119.238770
	Iteration 62Q: 3 clusters Score -3707261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3707254.250000 Penalty: 5119.238770
	Iteration 63Q: 3 clusters Score -3707254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3707258.500000 Penalty: 5119.238770
	Iteration 64Q: 3 clusters Score -3707258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3707258.750000 Penalty: 5119.238770
	Iteration 65Q: 3 clusters Score -3707259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3707258.000000 Penalty: 5119.238770
	Iteration 66Q: 3 clusters Score -3707258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3707257.500000 Penalty: 5119.238770
	Iteration 67Q: 3 clusters Score -3707258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3707258.500000 Penalty: 5119.238770
	Iteration 68Q: 3 clusters Score -3707258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3707257.750000 Penalty: 5119.238770
	Iteration 69Q: 3 clusters Score -3707258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3707257.750000 Penalty: 5119.238770
	Iteration 70F: 3 clusters Score -3707258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (98924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98924 members 
Entering Unmasked Estep 
Score: -12087269.000000 Penalty: 2852.522705
	Iteration 0F: 2 clusters Score -1.208727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -12020826.000000 Penalty: 5705.045410
	Iteration 0F: 3 clusters Score -1.202083e+07 nChanged 46910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -12048351.000000 Penalty: 5705.045410
	Iteration 1F: 3 clusters Score -1.204835e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -12049428.000000 Penalty: 5705.045410
	Iteration 2Q: 3 clusters Score -1.204943e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -12050662.000000 Penalty: 5705.045410
	Iteration 3Q: 3 clusters Score -1.205066e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -12052064.000000 Penalty: 5705.045410
	Iteration 4Q: 3 clusters Score -1.205206e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -12053524.000000 Penalty: 5705.045410
	Iteration 5Q: 3 clusters Score -1.205352e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -12055111.000000 Penalty: 5705.045410
	Iteration 6Q: 3 clusters Score -1.205511e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -12057018.000000 Penalty: 5705.045410
	Iteration 7Q: 3 clusters Score -1.205702e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -12059152.000000 Penalty: 5705.045410
	Iteration 8Q: 3 clusters Score -1.205915e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -12061294.000000 Penalty: 5705.045410
	Iteration 9Q: 3 clusters Score -1.206129e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -12063639.000000 Penalty: 5705.045410
	Iteration 10Q: 3 clusters Score -1.206364e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52770 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -12066254.000000 Penalty: 5705.045410
	Iteration 11Q: 3 clusters Score -1.206625e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53579 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -12068905.000000 Penalty: 5705.045410
	Iteration 12Q: 3 clusters Score -1.20689e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54226 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -12070997.000000 Penalty: 5705.045410
	Iteration 13Q: 3 clusters Score -1.2071e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -12072278.000000 Penalty: 5705.045410
	Iteration 14Q: 3 clusters Score -1.207228e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -12073099.000000 Penalty: 5705.045410
	Iteration 15Q: 3 clusters Score -1.20731e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -12073564.000000 Penalty: 5705.045410
	Iteration 16Q: 3 clusters Score -1.207356e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54008 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -12073962.000000 Penalty: 5705.045410
	Iteration 17Q: 3 clusters Score -1.207396e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53444 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -12074379.000000 Penalty: 5705.045410
	Iteration 18Q: 3 clusters Score -1.207438e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52680 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -12074657.000000 Penalty: 5705.045410
	Iteration 19Q: 3 clusters Score -1.207466e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -12075062.000000 Penalty: 5705.045410
	Iteration 20F: 3 clusters Score -1.207506e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
Score: -12075495.000000 Penalty: 5705.045410
	Iteration 21Q: 3 clusters Score -1.20755e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49557 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -12076138.000000 Penalty: 5705.045410
	Iteration 22Q: 3 clusters Score -1.207614e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -12076765.000000 Penalty: 5705.045410
	Iteration 23Q: 3 clusters Score -1.207676e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -12077513.000000 Penalty: 5705.045410
	Iteration 24Q: 3 clusters Score -1.207751e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -12078307.000000 Penalty: 5705.045410
	Iteration 25Q: 3 clusters Score -1.207831e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -12079053.000000 Penalty: 5705.045410
	Iteration 26Q: 3 clusters Score -1.207905e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 57151 members 
Entering Unmasked Estep 
Score: -12079841.000000 Penalty: 5705.045410
	Iteration 27Q: 3 clusters Score -1.207984e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 58682 members 
Entering Unmasked Estep 
Score: -12080341.000000 Penalty: 5705.045410
	Iteration 28Q: 3 clusters Score -1.208034e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 60088 members 
Entering Unmasked Estep 
Score: -12080954.000000 Penalty: 5705.045410
	Iteration 29Q: 3 clusters Score -1.208095e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 61320 members 
Entering Unmasked Estep 
Score: -12081327.000000 Penalty: 5705.045410
	Iteration 30Q: 3 clusters Score -1.208133e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 62385 members 
Entering Unmasked Estep 
Score: -12081562.000000 Penalty: 5705.045410
	Iteration 31Q: 3 clusters Score -1.208156e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 63271 members 
Entering Unmasked Estep 
Score: -12081755.000000 Penalty: 5705.045410
	Iteration 32Q: 3 clusters Score -1.208176e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 64033 members 
Entering Unmasked Estep 
Score: -12081855.000000 Penalty: 5705.045410
	Iteration 33Q: 3 clusters Score -1.208186e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 64652 members 
Entering Unmasked Estep 
Score: -12081979.000000 Penalty: 5705.045410
	Iteration 34Q: 3 clusters Score -1.208198e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 65156 members 
Entering Unmasked Estep 
Score: -12082004.000000 Penalty: 5705.045410
	Iteration 35Q: 3 clusters Score -1.2082e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 65571 members 
Entering Unmasked Estep 
Score: -12082047.000000 Penalty: 5705.045410
	Iteration 36Q: 3 clusters Score -1.208205e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 65894 members 
Entering Unmasked Estep 
Score: -12082078.000000 Penalty: 5705.045410
	Iteration 37Q: 3 clusters Score -1.208208e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 66176 members 
Entering Unmasked Estep 
Score: -12082086.000000 Penalty: 5705.045410
	Iteration 38Q: 3 clusters Score -1.208209e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 66420 members 
Entering Unmasked Estep 
Score: -12082068.000000 Penalty: 5705.045410
	Iteration 39Q: 3 clusters Score -1.208207e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -12082094.000000 Penalty: 5705.045410
	Iteration 40F: 3 clusters Score -1.208209e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 66877 members 
Entering Unmasked Estep 
Score: -12082114.000000 Penalty: 5705.045410
	Iteration 41Q: 3 clusters Score -1.208211e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 67080 members 
Entering Unmasked Estep 
Score: -12082139.000000 Penalty: 5705.045410
	Iteration 42Q: 3 clusters Score -1.208214e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 67261 members 
Entering Unmasked Estep 
Score: -12082155.000000 Penalty: 5705.045410
	Iteration 43Q: 3 clusters Score -1.208216e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 67433 members 
Entering Unmasked Estep 
Score: -12082174.000000 Penalty: 5705.045410
	Iteration 44Q: 3 clusters Score -1.208217e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 67573 members 
Entering Unmasked Estep 
Score: -12082149.000000 Penalty: 5705.045410
	Iteration 45Q: 3 clusters Score -1.208215e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 67690 members 
Entering Unmasked Estep 
Score: -12082151.000000 Penalty: 5705.045410
	Iteration 46Q: 3 clusters Score -1.208215e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 67797 members 
Entering Unmasked Estep 
Score: -12082168.000000 Penalty: 5705.045410
	Iteration 47Q: 3 clusters Score -1.208217e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 67893 members 
Entering Unmasked Estep 
Score: -12082186.000000 Penalty: 5705.045410
	Iteration 48Q: 3 clusters Score -1.208219e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 67971 members 
Entering Unmasked Estep 
Score: -12082173.000000 Penalty: 5705.045410
	Iteration 49Q: 3 clusters Score -1.208217e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 68032 members 
Entering Unmasked Estep 
Score: -12082180.000000 Penalty: 5705.045410
	Iteration 50Q: 3 clusters Score -1.208218e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 68090 members 
Entering Unmasked Estep 
Score: -12082175.000000 Penalty: 5705.045410
	Iteration 51Q: 3 clusters Score -1.208218e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 68147 members 
Entering Unmasked Estep 
Score: -12082178.000000 Penalty: 5705.045410
	Iteration 52Q: 3 clusters Score -1.208218e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 68211 members 
Entering Unmasked Estep 
Score: -12082194.000000 Penalty: 5705.045410
	Iteration 53Q: 3 clusters Score -1.208219e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 68276 members 
Entering Unmasked Estep 
Score: -12082186.000000 Penalty: 5705.045410
	Iteration 54Q: 3 clusters Score -1.208219e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 68326 members 
Entering Unmasked Estep 
Score: -12082179.000000 Penalty: 5705.045410
	Iteration 55Q: 3 clusters Score -1.208218e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 68378 members 
Entering Unmasked Estep 
Score: -12082208.000000 Penalty: 5705.045410
	Iteration 56Q: 3 clusters Score -1.208221e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 68422 members 
Entering Unmasked Estep 
Score: -12082230.000000 Penalty: 5705.045410
	Iteration 57Q: 3 clusters Score -1.208223e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 68460 members 
Entering Unmasked Estep 
Score: -12082231.000000 Penalty: 5705.045410
	Iteration 58Q: 3 clusters Score -1.208223e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 68493 members 
Entering Unmasked Estep 
Score: -12082226.000000 Penalty: 5705.045410
	Iteration 59Q: 3 clusters Score -1.208223e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 68531 members 
Entering Unmasked Estep 
Score: -12082221.000000 Penalty: 5705.045410
	Iteration 60F: 3 clusters Score -1.208222e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 68567 members 
Entering Unmasked Estep 
Score: -12082231.000000 Penalty: 5705.045410
	Iteration 61Q: 3 clusters Score -1.208223e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 68602 members 
Entering Unmasked Estep 
Score: -12082242.000000 Penalty: 5705.045410
	Iteration 62Q: 3 clusters Score -1.208224e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 68640 members 
Entering Unmasked Estep 
Score: -12082260.000000 Penalty: 5705.045410
	Iteration 63Q: 3 clusters Score -1.208226e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 68678 members 
Entering Unmasked Estep 
Score: -12082244.000000 Penalty: 5705.045410
	Iteration 64Q: 3 clusters Score -1.208224e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 68713 members 
Entering Unmasked Estep 
Score: -12082232.000000 Penalty: 5705.045410
	Iteration 65Q: 3 clusters Score -1.208223e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 68742 members 
Entering Unmasked Estep 
Score: -12082211.000000 Penalty: 5705.045410
	Iteration 66Q: 3 clusters Score -1.208221e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 68767 members 
Entering Unmasked Estep 
Score: -12082222.000000 Penalty: 5705.045410
	Iteration 67Q: 3 clusters Score -1.208222e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 68788 members 
Entering Unmasked Estep 
Score: -12082226.000000 Penalty: 5705.045410
	Iteration 68Q: 3 clusters Score -1.208223e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 68812 members 
Entering Unmasked Estep 
Score: -12082221.000000 Penalty: 5705.045410
	Iteration 69Q: 3 clusters Score -1.208222e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 68833 members 
Entering Unmasked Estep 
Score: -12082218.000000 Penalty: 5705.045410
	Iteration 70Q: 3 clusters Score -1.208222e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 68863 members 
Entering Unmasked Estep 
Score: -12082212.000000 Penalty: 5705.045410
	Iteration 71Q: 3 clusters Score -1.208221e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 68886 members 
Entering Unmasked Estep 
Score: -12082221.000000 Penalty: 5705.045410
	Iteration 72Q: 3 clusters Score -1.208222e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 68907 members 
Entering Unmasked Estep 
Score: -12082221.000000 Penalty: 5705.045410
	Iteration 73Q: 3 clusters Score -1.208222e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 68925 members 
Entering Unmasked Estep 
Score: -12082225.000000 Penalty: 5705.045410
	Iteration 74Q: 3 clusters Score -1.208222e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 68946 members 
Entering Unmasked Estep 
Score: -12082216.000000 Penalty: 5705.045410
	Iteration 75Q: 3 clusters Score -1.208222e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 68968 members 
Entering Unmasked Estep 
Score: -12082218.000000 Penalty: 5705.045410
	Iteration 76Q: 3 clusters Score -1.208222e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 68988 members 
Entering Unmasked Estep 
Score: -12082199.000000 Penalty: 5705.045410
	Iteration 77Q: 3 clusters Score -1.20822e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 69006 members 
Entering Unmasked Estep 
Score: -12082214.000000 Penalty: 5705.045410
	Iteration 78Q: 3 clusters Score -1.208221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 69016 members 
Entering Unmasked Estep 
Score: -12082225.000000 Penalty: 5705.045410
	Iteration 79Q: 3 clusters Score -1.208222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 69026 members 
Entering Unmasked Estep 
Score: -12082216.000000 Penalty: 5705.045410
	Iteration 80F: 3 clusters Score -1.208222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 69037 members 
Entering Unmasked Estep 
Score: -12082224.000000 Penalty: 5705.045410
	Iteration 81Q: 3 clusters Score -1.208222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -12082231.000000 Penalty: 5705.045410
	Iteration 82Q: 3 clusters Score -1.208223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 69060 members 
Entering Unmasked Estep 
Score: -12082232.000000 Penalty: 5705.045410
	Iteration 83Q: 3 clusters Score -1.208223e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 69074 members 
Entering Unmasked Estep 
Score: -12082236.000000 Penalty: 5705.045410
	Iteration 84Q: 3 clusters Score -1.208224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 69091 members 
Entering Unmasked Estep 
Score: -12082241.000000 Penalty: 5705.045410
	Iteration 85Q: 3 clusters Score -1.208224e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 69117 members 
Entering Unmasked Estep 
Score: -12082238.000000 Penalty: 5705.045410
	Iteration 86Q: 3 clusters Score -1.208224e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 69144 members 
Entering Unmasked Estep 
Score: -12082257.000000 Penalty: 5705.045410
	Iteration 87Q: 3 clusters Score -1.208226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 69161 members 
Entering Unmasked Estep 
Score: -12082265.000000 Penalty: 5705.045410
	Iteration 88Q: 3 clusters Score -1.208226e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 69177 members 
Entering Unmasked Estep 
Score: -12082251.000000 Penalty: 5705.045410
	Iteration 89Q: 3 clusters Score -1.208225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 69189 members 
Entering Unmasked Estep 
Score: -12082262.000000 Penalty: 5705.045410
	Iteration 90Q: 3 clusters Score -1.208226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 69204 members 
Entering Unmasked Estep 
Score: -12082259.000000 Penalty: 5705.045410
	Iteration 91Q: 3 clusters Score -1.208226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 69215 members 
Entering Unmasked Estep 
Score: -12082263.000000 Penalty: 5705.045410
	Iteration 92Q: 3 clusters Score -1.208226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 69227 members 
Entering Unmasked Estep 
Score: -12082270.000000 Penalty: 5705.045410
	Iteration 93Q: 3 clusters Score -1.208227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 69239 members 
Entering Unmasked Estep 
Score: -12082268.000000 Penalty: 5705.045410
	Iteration 94Q: 3 clusters Score -1.208227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 69247 members 
Entering Unmasked Estep 
Score: -12082265.000000 Penalty: 5705.045410
	Iteration 95Q: 3 clusters Score -1.208226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 69250 members 
Entering Unmasked Estep 
Score: -12082268.000000 Penalty: 5705.045410
	Iteration 96Q: 3 clusters Score -1.208227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 69254 members 
Entering Unmasked Estep 
Score: -12082282.000000 Penalty: 5705.045410
	Iteration 97Q: 3 clusters Score -1.208228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 69259 members 
Entering Unmasked Estep 
Score: -12082272.000000 Penalty: 5705.045410
	Iteration 98Q: 3 clusters Score -1.208227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 69262 members 
Entering Unmasked Estep 
Score: -12082276.000000 Penalty: 5705.045410
	Iteration 99Q: 3 clusters Score -1.208228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 69266 members 
Entering Unmasked Estep 
Score: -12082272.000000 Penalty: 5705.045410
	Iteration 100F: 3 clusters Score -1.208227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 69271 members 
Entering Unmasked Estep 
Score: -12082273.000000 Penalty: 5705.045410
	Iteration 101Q: 3 clusters Score -1.208227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 69275 members 
Entering Unmasked Estep 
Score: -12082272.000000 Penalty: 5705.045410
	Iteration 102Q: 3 clusters Score -1.208227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 69280 members 
Entering Unmasked Estep 
Score: -12082277.000000 Penalty: 5705.045410
	Iteration 103Q: 3 clusters Score -1.208228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 69284 members 
Entering Unmasked Estep 
Score: -12082274.000000 Penalty: 5705.045410
	Iteration 104Q: 3 clusters Score -1.208227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 69285 members 
Entering Unmasked Estep 
Score: -12082277.000000 Penalty: 5705.045410
	Iteration 105Q: 3 clusters Score -1.208228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 69288 members 
Entering Unmasked Estep 
Score: -12082266.000000 Penalty: 5705.045410
	Iteration 106Q: 3 clusters Score -1.208227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 69292 members 
Entering Unmasked Estep 
Score: -12082275.000000 Penalty: 5705.045410
	Iteration 107Q: 3 clusters Score -1.208228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 69293 members 
Entering Unmasked Estep 
Score: -12082275.000000 Penalty: 5705.045410
	Iteration 108Q: 3 clusters Score -1.208228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 69293 members 
Entering Unmasked Estep 
Score: -12082275.000000 Penalty: 5705.045410
	Iteration 109F: 3 clusters Score -1.208228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (126453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126453 members 
Entering Unmasked Estep 
Score: -15461187.000000 Penalty: 2913.411377
	Iteration 0F: 2 clusters Score -1.546119e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63311 members 
Mstep: Class 2 contains 63142 members 
Entering Unmasked Estep 
Score: -15376628.000000 Penalty: 5826.822754
	Iteration 0F: 3 clusters Score -1.537663e+07 nChanged 60203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62646 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
Score: -15411507.000000 Penalty: 5826.822754
	Iteration 1F: 3 clusters Score -1.541151e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62183 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -15412479.000000 Penalty: 5826.822754
	Iteration 2Q: 3 clusters Score -1.541248e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61487 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -15413812.000000 Penalty: 5826.822754
	Iteration 3Q: 3 clusters Score -1.541381e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 66108 members 
Entering Unmasked Estep 
Score: -15415575.000000 Penalty: 5826.822754
	Iteration 4Q: 3 clusters Score -1.541558e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 67810 members 
Entering Unmasked Estep 
Score: -15417922.000000 Penalty: 5826.822754
	Iteration 5Q: 3 clusters Score -1.541792e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56101 members 
Mstep: Class 2 contains 70352 members 
Entering Unmasked Estep 
Score: -15420996.000000 Penalty: 5826.822754
	Iteration 6F: 3 clusters Score -1.5421e+07 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Mstep: Class 2 contains 73880 members 
Entering Unmasked Estep 
Score: -15424412.000000 Penalty: 5826.822754
	Iteration 7F: 3 clusters Score -1.542441e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 78353 members 
Entering Unmasked Estep 
Score: -15428282.000000 Penalty: 5826.822754
	Iteration 8F: 3 clusters Score -1.542828e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 83443 members 
Entering Unmasked Estep 
Score: -15432154.000000 Penalty: 5826.822754
	Iteration 9F: 3 clusters Score -1.543215e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 89044 members 
Entering Unmasked Estep 
Score: -15436103.000000 Penalty: 5826.822754
	Iteration 10F: 3 clusters Score -1.54361e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 94630 members 
Entering Unmasked Estep 
Score: -15440017.000000 Penalty: 5826.822754
	Iteration 11Q: 3 clusters Score -1.544002e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 100170 members 
Entering Unmasked Estep 
Score: -15444142.000000 Penalty: 5826.822754
	Iteration 12Q: 3 clusters Score -1.544414e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 105356 members 
Entering Unmasked Estep 
Score: -15448491.000000 Penalty: 5826.822754
	Iteration 13Q: 3 clusters Score -1.544849e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 109467 members 
Entering Unmasked Estep 
Score: -15452291.000000 Penalty: 5826.822754
	Iteration 14Q: 3 clusters Score -1.545229e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 112306 members 
Entering Unmasked Estep 
Score: -15454790.000000 Penalty: 5826.822754
	Iteration 15Q: 3 clusters Score -1.545479e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 114264 members 
Entering Unmasked Estep 
Score: -15456307.000000 Penalty: 5826.822754
	Iteration 16Q: 3 clusters Score -1.545631e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 115731 members 
Entering Unmasked Estep 
Score: -15457122.000000 Penalty: 5826.822754
	Iteration 17Q: 3 clusters Score -1.545712e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 116917 members 
Entering Unmasked Estep 
Score: -15457575.000000 Penalty: 5826.822754
	Iteration 18Q: 3 clusters Score -1.545758e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 117926 members 
Entering Unmasked Estep 
Score: -15457981.000000 Penalty: 5826.822754
	Iteration 19Q: 3 clusters Score -1.545798e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 118795 members 
Entering Unmasked Estep 
Score: -15458314.000000 Penalty: 5826.822754
	Iteration 20F: 3 clusters Score -1.545831e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 119512 members 
Entering Unmasked Estep 
Score: -15458657.000000 Penalty: 5826.822754
	Iteration 21Q: 3 clusters Score -1.545866e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 120167 members 
Entering Unmasked Estep 
Score: -15458963.000000 Penalty: 5826.822754
	Iteration 22Q: 3 clusters Score -1.545896e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 120675 members 
Entering Unmasked Estep 
Score: -15459179.000000 Penalty: 5826.822754
	Iteration 23Q: 3 clusters Score -1.545918e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 121122 members 
Entering Unmasked Estep 
Score: -15459473.000000 Penalty: 5826.822754
	Iteration 24Q: 3 clusters Score -1.545947e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 121501 members 
Entering Unmasked Estep 
Score: -15459666.000000 Penalty: 5826.822754
	Iteration 25Q: 3 clusters Score -1.545967e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 121803 members 
Entering Unmasked Estep 
Score: -15459800.000000 Penalty: 5826.822754
	Iteration 26Q: 3 clusters Score -1.54598e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 122052 members 
Entering Unmasked Estep 
Score: -15459938.000000 Penalty: 5826.822754
	Iteration 27Q: 3 clusters Score -1.545994e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 122246 members 
Entering Unmasked Estep 
Score: -15460036.000000 Penalty: 5826.822754
	Iteration 28Q: 3 clusters Score -1.546004e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 122415 members 
Entering Unmasked Estep 
Score: -15460190.000000 Penalty: 5826.822754
	Iteration 29Q: 3 clusters Score -1.546019e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 122575 members 
Entering Unmasked Estep 
Score: -15460329.000000 Penalty: 5826.822754
	Iteration 30Q: 3 clusters Score -1.546033e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 122688 members 
Entering Unmasked Estep 
Score: -15460421.000000 Penalty: 5826.822754
	Iteration 31Q: 3 clusters Score -1.546042e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 122803 members 
Entering Unmasked Estep 
Score: -15460426.000000 Penalty: 5826.822754
	Iteration 32Q: 3 clusters Score -1.546043e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 122883 members 
Entering Unmasked Estep 
Score: -15460477.000000 Penalty: 5826.822754
	Iteration 33Q: 3 clusters Score -1.546048e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 122960 members 
Entering Unmasked Estep 
Score: -15460531.000000 Penalty: 5826.822754
	Iteration 34Q: 3 clusters Score -1.546053e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 123016 members 
Entering Unmasked Estep 
Score: -15460568.000000 Penalty: 5826.822754
	Iteration 35Q: 3 clusters Score -1.546057e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 123078 members 
Entering Unmasked Estep 
Score: -15460607.000000 Penalty: 5826.822754
	Iteration 36Q: 3 clusters Score -1.546061e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 123134 members 
Entering Unmasked Estep 
Score: -15460659.000000 Penalty: 5826.822754
	Iteration 37Q: 3 clusters Score -1.546066e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 123194 members 
Entering Unmasked Estep 
Score: -15460666.000000 Penalty: 5826.822754
	Iteration 38Q: 3 clusters Score -1.546067e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 123231 members 
Entering Unmasked Estep 
Score: -15460688.000000 Penalty: 5826.822754
	Iteration 39Q: 3 clusters Score -1.546069e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 123268 members 
Entering Unmasked Estep 
Score: -15460702.000000 Penalty: 5826.822754
	Iteration 40F: 3 clusters Score -1.54607e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 123293 members 
Entering Unmasked Estep 
Score: -15460678.000000 Penalty: 5826.822754
	Iteration 41Q: 3 clusters Score -1.546068e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 123313 members 
Entering Unmasked Estep 
Score: -15460700.000000 Penalty: 5826.822754
	Iteration 42Q: 3 clusters Score -1.54607e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 123327 members 
Entering Unmasked Estep 
Score: -15460705.000000 Penalty: 5826.822754
	Iteration 43Q: 3 clusters Score -1.54607e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 123336 members 
Entering Unmasked Estep 
Score: -15460730.000000 Penalty: 5826.822754
	Iteration 44Q: 3 clusters Score -1.546073e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 123346 members 
Entering Unmasked Estep 
Score: -15460730.000000 Penalty: 5826.822754
	Iteration 45Q: 3 clusters Score -1.546073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 123353 members 
Entering Unmasked Estep 
Score: -15460745.000000 Penalty: 5826.822754
	Iteration 46Q: 3 clusters Score -1.546074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 123359 members 
Entering Unmasked Estep 
Score: -15460732.000000 Penalty: 5826.822754
	Iteration 47Q: 3 clusters Score -1.546073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 123370 members 
Entering Unmasked Estep 
Score: -15460742.000000 Penalty: 5826.822754
	Iteration 48Q: 3 clusters Score -1.546074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 123382 members 
Entering Unmasked Estep 
Score: -15460755.000000 Penalty: 5826.822754
	Iteration 49Q: 3 clusters Score -1.546076e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 123393 members 
Entering Unmasked Estep 
Score: -15460767.000000 Penalty: 5826.822754
	Iteration 50Q: 3 clusters Score -1.546077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 123407 members 
Entering Unmasked Estep 
Score: -15460749.000000 Penalty: 5826.822754
	Iteration 51Q: 3 clusters Score -1.546075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 123411 members 
Entering Unmasked Estep 
Score: -15460753.000000 Penalty: 5826.822754
	Iteration 52Q: 3 clusters Score -1.546075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 123414 members 
Entering Unmasked Estep 
Score: -15460748.000000 Penalty: 5826.822754
	Iteration 53Q: 3 clusters Score -1.546075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 123418 members 
Entering Unmasked Estep 
Score: -15460749.000000 Penalty: 5826.822754
	Iteration 54Q: 3 clusters Score -1.546075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 123420 members 
Entering Unmasked Estep 
Score: -15460751.000000 Penalty: 5826.822754
	Iteration 55Q: 3 clusters Score -1.546075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 123423 members 
Entering Unmasked Estep 
Score: -15460749.000000 Penalty: 5826.822754
	Iteration 56Q: 3 clusters Score -1.546075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 123426 members 
Entering Unmasked Estep 
Score: -15460749.000000 Penalty: 5826.822754
	Iteration 57Q: 3 clusters Score -1.546075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 123430 members 
Entering Unmasked Estep 
Score: -15460760.000000 Penalty: 5826.822754
	Iteration 58Q: 3 clusters Score -1.546076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 123432 members 
Entering Unmasked Estep 
Score: -15460755.000000 Penalty: 5826.822754
	Iteration 59Q: 3 clusters Score -1.546076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 123434 members 
Entering Unmasked Estep 
Score: -15460760.000000 Penalty: 5826.822754
	Iteration 60F: 3 clusters Score -1.546076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 123438 members 
Entering Unmasked Estep 
Score: -15460757.000000 Penalty: 5826.822754
	Iteration 61Q: 3 clusters Score -1.546076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 123442 members 
Entering Unmasked Estep 
Score: -15460757.000000 Penalty: 5826.822754
	Iteration 62Q: 3 clusters Score -1.546076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 123445 members 
Entering Unmasked Estep 
Score: -15460744.000000 Penalty: 5826.822754
	Iteration 63Q: 3 clusters Score -1.546074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 123449 members 
Entering Unmasked Estep 
Score: -15460741.000000 Penalty: 5826.822754
	Iteration 64Q: 3 clusters Score -1.546074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 123451 members 
Entering Unmasked Estep 
Score: -15460751.000000 Penalty: 5826.822754
	Iteration 65Q: 3 clusters Score -1.546075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 123455 members 
Entering Unmasked Estep 
Score: -15460745.000000 Penalty: 5826.822754
	Iteration 66Q: 3 clusters Score -1.546074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 123458 members 
Entering Unmasked Estep 
Score: -15460737.000000 Penalty: 5826.822754
	Iteration 67Q: 3 clusters Score -1.546074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 123460 members 
Entering Unmasked Estep 
Score: -15460729.000000 Penalty: 5826.822754
	Iteration 68Q: 3 clusters Score -1.546073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 123460 members 
Entering Unmasked Estep 
Score: -15460732.000000 Penalty: 5826.822754
	Iteration 69Q: 3 clusters Score -1.546073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 123461 members 
Entering Unmasked Estep 
Score: -15460725.000000 Penalty: 5826.822754
	Iteration 70Q: 3 clusters Score -1.546072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 123460 members 
Entering Unmasked Estep 
Score: -15460729.000000 Penalty: 5826.822754
	Iteration 71Q: 3 clusters Score -1.546073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 123459 members 
Entering Unmasked Estep 
Score: -15460733.000000 Penalty: 5826.822754
	Iteration 72Q: 3 clusters Score -1.546073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 123459 members 
Entering Unmasked Estep 
Score: -15460737.000000 Penalty: 5826.822754
	Iteration 73Q: 3 clusters Score -1.546074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 123459 members 
Entering Unmasked Estep 
Score: -15460738.000000 Penalty: 5826.822754
	Iteration 74Q: 3 clusters Score -1.546074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 123460 members 
Entering Unmasked Estep 
Score: -15460737.000000 Penalty: 5826.822754
	Iteration 75Q: 3 clusters Score -1.546074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 123461 members 
Entering Unmasked Estep 
Score: -15460740.000000 Penalty: 5826.822754
	Iteration 76Q: 3 clusters Score -1.546074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 123462 members 
Entering Unmasked Estep 
Score: -15460720.000000 Penalty: 5826.822754
	Iteration 77Q: 3 clusters Score -1.546072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 123464 members 
Entering Unmasked Estep 
Score: -15460718.000000 Penalty: 5826.822754
	Iteration 78Q: 3 clusters Score -1.546072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 123466 members 
Entering Unmasked Estep 
Score: -15460721.000000 Penalty: 5826.822754
	Iteration 79Q: 3 clusters Score -1.546072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 123468 members 
Entering Unmasked Estep 
Score: -15460726.000000 Penalty: 5826.822754
	Iteration 80F: 3 clusters Score -1.546073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -778835.687500 Penalty: 2183.509766
	Iteration 0F: 2 clusters Score -778835.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -773277.812500 Penalty: 4367.019531
	Iteration 0F: 3 clusters Score -773277.8 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -774689.000000 Penalty: 4367.019531
	Iteration 1F: 3 clusters Score -774689 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -774935.187500 Penalty: 4367.019531
	Iteration 2F: 3 clusters Score -774935.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -775142.500000 Penalty: 4367.019531
	Iteration 3F: 3 clusters Score -775142.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -775368.500000 Penalty: 4367.019531
	Iteration 4F: 3 clusters Score -775368.5 nChanged 359
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: -775641.437500 Penalty: 4367.019531
	Iteration 5F: 3 clusters Score -775641.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -775921.750000 Penalty: 4367.019531
	Iteration 6F: 3 clusters Score -775921.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -776217.875000 Penalty: 4367.019531
	Iteration 7F: 3 clusters Score -776217.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -776484.062500 Penalty: 4367.019531
	Iteration 8F: 3 clusters Score -776484.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -776705.062500 Penalty: 4367.019531
	Iteration 9F: 3 clusters Score -776705.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -776887.625000 Penalty: 4367.019531
	Iteration 10Q: 3 clusters Score -776887.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -777031.687500 Penalty: 4367.019531
	Iteration 11Q: 3 clusters Score -777031.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -777131.562500 Penalty: 4367.019531
	Iteration 12Q: 3 clusters Score -777131.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -777206.687500 Penalty: 4367.019531
	Iteration 13Q: 3 clusters Score -777206.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -777266.250000 Penalty: 4367.019531
	Iteration 14Q: 3 clusters Score -777266.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -777316.562500 Penalty: 4367.019531
	Iteration 15Q: 3 clusters Score -777316.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -777356.375000 Penalty: 4367.019531
	Iteration 16Q: 3 clusters Score -777356.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -777396.875000 Penalty: 4367.019531
	Iteration 17Q: 3 clusters Score -777396.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -777425.937500 Penalty: 4367.019531
	Iteration 18Q: 3 clusters Score -777425.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -777444.500000 Penalty: 4367.019531
	Iteration 19Q: 3 clusters Score -777444.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -777468.500000 Penalty: 4367.019531
	Iteration 20F: 3 clusters Score -777468.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -777483.875000 Penalty: 4367.019531
	Iteration 21Q: 3 clusters Score -777483.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -777497.187500 Penalty: 4367.019531
	Iteration 22Q: 3 clusters Score -777497.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -777505.187500 Penalty: 4367.019531
	Iteration 23Q: 3 clusters Score -777505.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -777512.937500 Penalty: 4367.019531
	Iteration 24Q: 3 clusters Score -777512.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -777520.687500 Penalty: 4367.019531
	Iteration 25Q: 3 clusters Score -777520.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -777527.500000 Penalty: 4367.019531
	Iteration 26Q: 3 clusters Score -777527.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -777533.187500 Penalty: 4367.019531
	Iteration 27Q: 3 clusters Score -777533.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -777536.812500 Penalty: 4367.019531
	Iteration 28Q: 3 clusters Score -777536.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -777540.375000 Penalty: 4367.019531
	Iteration 29Q: 3 clusters Score -777540.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -777542.125000 Penalty: 4367.019531
	Iteration 30Q: 3 clusters Score -777542.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -777546.375000 Penalty: 4367.019531
	Iteration 31Q: 3 clusters Score -777546.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -777547.687500 Penalty: 4367.019531
	Iteration 32Q: 3 clusters Score -777547.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -777548.187500 Penalty: 4367.019531
	Iteration 33Q: 3 clusters Score -777548.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -777551.312500 Penalty: 4367.019531
	Iteration 34Q: 3 clusters Score -777551.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -777554.687500 Penalty: 4367.019531
	Iteration 35Q: 3 clusters Score -777554.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -777556.000000 Penalty: 4367.019531
	Iteration 36Q: 3 clusters Score -777556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -777555.312500 Penalty: 4367.019531
	Iteration 37Q: 3 clusters Score -777555.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -777556.625000 Penalty: 4367.019531
	Iteration 38Q: 3 clusters Score -777556.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -777559.000000 Penalty: 4367.019531
	Iteration 39Q: 3 clusters Score -777559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -777563.187500 Penalty: 4367.019531
	Iteration 40F: 3 clusters Score -777563.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -777565.375000 Penalty: 4367.019531
	Iteration 41Q: 3 clusters Score -777565.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -777566.937500 Penalty: 4367.019531
	Iteration 42Q: 3 clusters Score -777566.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -777571.562500 Penalty: 4367.019531
	Iteration 43Q: 3 clusters Score -777571.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -777572.437500 Penalty: 4367.019531
	Iteration 44Q: 3 clusters Score -777572.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -777574.375000 Penalty: 4367.019531
	Iteration 45Q: 3 clusters Score -777574.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -777575.875000 Penalty: 4367.019531
	Iteration 46Q: 3 clusters Score -777575.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -777577.562500 Penalty: 4367.019531
	Iteration 47Q: 3 clusters Score -777577.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -777578.937500 Penalty: 4367.019531
	Iteration 48Q: 3 clusters Score -777578.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -777581.750000 Penalty: 4367.019531
	Iteration 49Q: 3 clusters Score -777581.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -777585.250000 Penalty: 4367.019531
	Iteration 50Q: 3 clusters Score -777585.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -777585.500000 Penalty: 4367.019531
	Iteration 51Q: 3 clusters Score -777585.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -777584.375000 Penalty: 4367.019531
	Iteration 52Q: 3 clusters Score -777584.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -777585.000000 Penalty: 4367.019531
	Iteration 53Q: 3 clusters Score -777585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -777585.562500 Penalty: 4367.019531
	Iteration 54Q: 3 clusters Score -777585.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -777585.562500 Penalty: 4367.019531
	Iteration 55F: 3 clusters Score -777585.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Entering Unmasked Estep 
Score: -2507262.000000 Penalty: 2454.946289
	Iteration 0F: 2 clusters Score -2507262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2493199.000000 Penalty: 4909.892578
	Iteration 0F: 3 clusters Score -2493199 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2497911.250000 Penalty: 4909.892578
	Iteration 1F: 3 clusters Score -2497911 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2498284.750000 Penalty: 4909.892578
	Iteration 2F: 3 clusters Score -2498285 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2498595.000000 Penalty: 4909.892578
	Iteration 3Q: 3 clusters Score -2498595 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2498877.000000 Penalty: 4909.892578
	Iteration 4Q: 3 clusters Score -2498877 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2499146.750000 Penalty: 4909.892578
	Iteration 5Q: 3 clusters Score -2499147 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2499478.000000 Penalty: 4909.892578
	Iteration 6Q: 3 clusters Score -2499478 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2499850.500000 Penalty: 4909.892578
	Iteration 7Q: 3 clusters Score -2499850 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2500278.750000 Penalty: 4909.892578
	Iteration 8Q: 3 clusters Score -2500279 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2500765.500000 Penalty: 4909.892578
	Iteration 9Q: 3 clusters Score -2500766 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2501315.250000 Penalty: 4909.892578
	Iteration 10Q: 3 clusters Score -2501315 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2501867.000000 Penalty: 4909.892578
	Iteration 11Q: 3 clusters Score -2501867 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2502442.000000 Penalty: 4909.892578
	Iteration 12Q: 3 clusters Score -2502442 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2502965.250000 Penalty: 4909.892578
	Iteration 13Q: 3 clusters Score -2502965 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2503393.500000 Penalty: 4909.892578
	Iteration 14Q: 3 clusters Score -2503394 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2503656.750000 Penalty: 4909.892578
	Iteration 15Q: 3 clusters Score -2503657 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2503798.500000 Penalty: 4909.892578
	Iteration 16Q: 3 clusters Score -2503798 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2503883.250000 Penalty: 4909.892578
	Iteration 17Q: 3 clusters Score -2503883 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2503945.750000 Penalty: 4909.892578
	Iteration 18Q: 3 clusters Score -2503946 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2504004.000000 Penalty: 4909.892578
	Iteration 19Q: 3 clusters Score -2504004 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2504057.000000 Penalty: 4909.892578
	Iteration 20F: 3 clusters Score -2504057 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2504099.000000 Penalty: 4909.892578
	Iteration 21Q: 3 clusters Score -2504099 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2504145.250000 Penalty: 4909.892578
	Iteration 22Q: 3 clusters Score -2504145 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2504194.250000 Penalty: 4909.892578
	Iteration 23Q: 3 clusters Score -2504194 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2504229.000000 Penalty: 4909.892578
	Iteration 24Q: 3 clusters Score -2504229 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2504280.000000 Penalty: 4909.892578
	Iteration 25Q: 3 clusters Score -2504280 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2504333.750000 Penalty: 4909.892578
	Iteration 26Q: 3 clusters Score -2504334 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2504396.750000 Penalty: 4909.892578
	Iteration 27Q: 3 clusters Score -2504397 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2504445.250000 Penalty: 4909.892578
	Iteration 28Q: 3 clusters Score -2504445 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2504500.250000 Penalty: 4909.892578
	Iteration 29Q: 3 clusters Score -2504500 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2504547.000000 Penalty: 4909.892578
	Iteration 30Q: 3 clusters Score -2504547 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2504593.000000 Penalty: 4909.892578
	Iteration 31Q: 3 clusters Score -2504593 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2504637.750000 Penalty: 4909.892578
	Iteration 32Q: 3 clusters Score -2504638 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2504669.000000 Penalty: 4909.892578
	Iteration 33Q: 3 clusters Score -2504669 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2504707.500000 Penalty: 4909.892578
	Iteration 34Q: 3 clusters Score -2504708 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2504758.750000 Penalty: 4909.892578
	Iteration 35Q: 3 clusters Score -2504759 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2504812.000000 Penalty: 4909.892578
	Iteration 36Q: 3 clusters Score -2504812 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2504873.250000 Penalty: 4909.892578
	Iteration 37Q: 3 clusters Score -2504873 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2504927.000000 Penalty: 4909.892578
	Iteration 38Q: 3 clusters Score -2504927 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2504977.250000 Penalty: 4909.892578
	Iteration 39Q: 3 clusters Score -2504977 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2504997.500000 Penalty: 4909.892578
	Iteration 40F: 3 clusters Score -2504998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2505037.000000 Penalty: 4909.892578
	Iteration 41Q: 3 clusters Score -2505037 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2505066.000000 Penalty: 4909.892578
	Iteration 42Q: 3 clusters Score -2505066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2505092.000000 Penalty: 4909.892578
	Iteration 43Q: 3 clusters Score -2505092 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2505119.500000 Penalty: 4909.892578
	Iteration 44Q: 3 clusters Score -2505120 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2505136.500000 Penalty: 4909.892578
	Iteration 45Q: 3 clusters Score -2505136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2505158.250000 Penalty: 4909.892578
	Iteration 46Q: 3 clusters Score -2505158 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2505174.000000 Penalty: 4909.892578
	Iteration 47Q: 3 clusters Score -2505174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2505187.250000 Penalty: 4909.892578
	Iteration 48Q: 3 clusters Score -2505187 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2505208.000000 Penalty: 4909.892578
	Iteration 49Q: 3 clusters Score -2505208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2505214.750000 Penalty: 4909.892578
	Iteration 50Q: 3 clusters Score -2505215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2505222.250000 Penalty: 4909.892578
	Iteration 51Q: 3 clusters Score -2505222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2505223.500000 Penalty: 4909.892578
	Iteration 52Q: 3 clusters Score -2505224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2505226.500000 Penalty: 4909.892578
	Iteration 53Q: 3 clusters Score -2505226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2505229.000000 Penalty: 4909.892578
	Iteration 54Q: 3 clusters Score -2505229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2505238.000000 Penalty: 4909.892578
	Iteration 55Q: 3 clusters Score -2505238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2505243.750000 Penalty: 4909.892578
	Iteration 56Q: 3 clusters Score -2505244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2505246.000000 Penalty: 4909.892578
	Iteration 57Q: 3 clusters Score -2505246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2505251.500000 Penalty: 4909.892578
	Iteration 58Q: 3 clusters Score -2505252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2505254.000000 Penalty: 4909.892578
	Iteration 59Q: 3 clusters Score -2505254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2505255.250000 Penalty: 4909.892578
	Iteration 60F: 3 clusters Score -2505255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2505256.750000 Penalty: 4909.892578
	Iteration 61Q: 3 clusters Score -2505257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2505260.750000 Penalty: 4909.892578
	Iteration 62Q: 3 clusters Score -2505261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2505259.750000 Penalty: 4909.892578
	Iteration 63Q: 3 clusters Score -2505260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2505268.000000 Penalty: 4909.892578
	Iteration 64Q: 3 clusters Score -2505268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2505274.250000 Penalty: 4909.892578
	Iteration 65Q: 3 clusters Score -2505274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2505275.000000 Penalty: 4909.892578
	Iteration 66Q: 3 clusters Score -2505275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2505282.500000 Penalty: 4909.892578
	Iteration 67Q: 3 clusters Score -2505282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2505288.750000 Penalty: 4909.892578
	Iteration 68Q: 3 clusters Score -2505289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2505290.000000 Penalty: 4909.892578
	Iteration 69Q: 3 clusters Score -2505290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2505293.250000 Penalty: 4909.892578
	Iteration 70Q: 3 clusters Score -2505293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2505300.500000 Penalty: 4909.892578
	Iteration 71Q: 3 clusters Score -2505300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2505302.000000 Penalty: 4909.892578
	Iteration 72Q: 3 clusters Score -2505302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2505304.500000 Penalty: 4909.892578
	Iteration 73Q: 3 clusters Score -2505304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2505304.250000 Penalty: 4909.892578
	Iteration 74Q: 3 clusters Score -2505304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2505307.250000 Penalty: 4909.892578
	Iteration 75Q: 3 clusters Score -2505307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2505305.500000 Penalty: 4909.892578
	Iteration 76Q: 3 clusters Score -2505306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2505309.000000 Penalty: 4909.892578
	Iteration 77Q: 3 clusters Score -2505309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2505309.000000 Penalty: 4909.892578
	Iteration 78F: 3 clusters Score -2505309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Entering Unmasked Estep 
Score: -4846969.500000 Penalty: 2642.901123
	Iteration 0F: 2 clusters Score -4846970 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 21404 members 
Entering Unmasked Estep 
Score: -4818288.000000 Penalty: 5285.802246
	Iteration 0F: 3 clusters Score -4818288 nChanged 19356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -4829015.000000 Penalty: 5285.802246
	Iteration 1F: 3 clusters Score -4829015 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -4830001.500000 Penalty: 5285.802246
	Iteration 2F: 3 clusters Score -4830002 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -4831133.500000 Penalty: 5285.802246
	Iteration 3F: 3 clusters Score -4831134 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -4832591.500000 Penalty: 5285.802246
	Iteration 4F: 3 clusters Score -4832592 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -4834360.500000 Penalty: 5285.802246
	Iteration 5F: 3 clusters Score -4834360 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -4836366.500000 Penalty: 5285.802246
	Iteration 6F: 3 clusters Score -4836366 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -4838346.000000 Penalty: 5285.802246
	Iteration 7F: 3 clusters Score -4838346 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -4840112.000000 Penalty: 5285.802246
	Iteration 8F: 3 clusters Score -4840112 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -4841602.000000 Penalty: 5285.802246
	Iteration 9Q: 3 clusters Score -4841602 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -4842766.500000 Penalty: 5285.802246
	Iteration 10Q: 3 clusters Score -4842766 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -4843597.500000 Penalty: 5285.802246
	Iteration 11Q: 3 clusters Score -4843598 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -4844216.000000 Penalty: 5285.802246
	Iteration 12Q: 3 clusters Score -4844216 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -4844642.500000 Penalty: 5285.802246
	Iteration 13Q: 3 clusters Score -4844642 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -4844948.500000 Penalty: 5285.802246
	Iteration 14Q: 3 clusters Score -4844948 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -4845171.000000 Penalty: 5285.802246
	Iteration 15Q: 3 clusters Score -4845171 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -4845325.000000 Penalty: 5285.802246
	Iteration 16Q: 3 clusters Score -4845325 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -4845420.000000 Penalty: 5285.802246
	Iteration 17Q: 3 clusters Score -4845420 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -4845499.000000 Penalty: 5285.802246
	Iteration 18Q: 3 clusters Score -4845499 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -4845555.000000 Penalty: 5285.802246
	Iteration 19Q: 3 clusters Score -4845555 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -4845606.000000 Penalty: 5285.802246
	Iteration 20F: 3 clusters Score -4845606 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -4845630.500000 Penalty: 5285.802246
	Iteration 21Q: 3 clusters Score -4845630 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -4845660.500000 Penalty: 5285.802246
	Iteration 22Q: 3 clusters Score -4845660 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -4845688.000000 Penalty: 5285.802246
	Iteration 23Q: 3 clusters Score -4845688 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -4845710.500000 Penalty: 5285.802246
	Iteration 24Q: 3 clusters Score -4845710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -4845723.500000 Penalty: 5285.802246
	Iteration 25Q: 3 clusters Score -4845724 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -4845726.000000 Penalty: 5285.802246
	Iteration 26Q: 3 clusters Score -4845726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -4845731.000000 Penalty: 5285.802246
	Iteration 27Q: 3 clusters Score -4845731 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -4845730.500000 Penalty: 5285.802246
	Iteration 28Q: 3 clusters Score -4845730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -4845739.500000 Penalty: 5285.802246
	Iteration 29Q: 3 clusters Score -4845740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -4845749.500000 Penalty: 5285.802246
	Iteration 30Q: 3 clusters Score -4845750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -4845751.500000 Penalty: 5285.802246
	Iteration 31Q: 3 clusters Score -4845752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -4845740.500000 Penalty: 5285.802246
	Iteration 32Q: 3 clusters Score -4845740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -4845740.000000 Penalty: 5285.802246
	Iteration 33Q: 3 clusters Score -4845740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -4845739.000000 Penalty: 5285.802246
	Iteration 34Q: 3 clusters Score -4845739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -4845738.500000 Penalty: 5285.802246
	Iteration 35Q: 3 clusters Score -4845738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -4845746.000000 Penalty: 5285.802246
	Iteration 36Q: 3 clusters Score -4845746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -4845741.500000 Penalty: 5285.802246
	Iteration 37Q: 3 clusters Score -4845742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -4845745.500000 Penalty: 5285.802246
	Iteration 38Q: 3 clusters Score -4845746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -4845742.000000 Penalty: 5285.802246
	Iteration 39Q: 3 clusters Score -4845742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -4845744.500000 Penalty: 5285.802246
	Iteration 40F: 3 clusters Score -4845744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Entering Unmasked Estep 
Score: -1483897.750000 Penalty: 2329.793213
	Iteration 0F: 2 clusters Score -1483898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1474932.000000 Penalty: 4659.586426
	Iteration 0F: 3 clusters Score -1474932 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1477525.625000 Penalty: 4659.586426
	Iteration 1F: 3 clusters Score -1477526 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1477849.250000 Penalty: 4659.586426
	Iteration 2F: 3 clusters Score -1477849 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1478088.500000 Penalty: 4659.586426
	Iteration 3F: 3 clusters Score -1478088 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1478266.250000 Penalty: 4659.586426
	Iteration 4Q: 3 clusters Score -1478266 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1478410.000000 Penalty: 4659.586426
	Iteration 5Q: 3 clusters Score -1478410 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1478543.125000 Penalty: 4659.586426
	Iteration 6Q: 3 clusters Score -1478543 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1478684.625000 Penalty: 4659.586426
	Iteration 7Q: 3 clusters Score -1478685 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1478837.875000 Penalty: 4659.586426
	Iteration 8Q: 3 clusters Score -1478838 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1479016.125000 Penalty: 4659.586426
	Iteration 9Q: 3 clusters Score -1479016 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1479202.750000 Penalty: 4659.586426
	Iteration 10Q: 3 clusters Score -1479203 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1479414.500000 Penalty: 4659.586426
	Iteration 11Q: 3 clusters Score -1479414 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1479603.000000 Penalty: 4659.586426
	Iteration 12Q: 3 clusters Score -1479603 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1479782.000000 Penalty: 4659.586426
	Iteration 13Q: 3 clusters Score -1479782 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1479950.250000 Penalty: 4659.586426
	Iteration 14Q: 3 clusters Score -1479950 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1480109.625000 Penalty: 4659.586426
	Iteration 15Q: 3 clusters Score -1480110 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1480240.750000 Penalty: 4659.586426
	Iteration 16Q: 3 clusters Score -1480241 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1480371.625000 Penalty: 4659.586426
	Iteration 17Q: 3 clusters Score -1480372 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1480489.625000 Penalty: 4659.586426
	Iteration 18Q: 3 clusters Score -1480490 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1480562.625000 Penalty: 4659.586426
	Iteration 19Q: 3 clusters Score -1480563 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1480634.125000 Penalty: 4659.586426
	Iteration 20F: 3 clusters Score -1480634 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1480693.500000 Penalty: 4659.586426
	Iteration 21Q: 3 clusters Score -1480694 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1480755.250000 Penalty: 4659.586426
	Iteration 22Q: 3 clusters Score -1480755 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1480819.250000 Penalty: 4659.586426
	Iteration 23Q: 3 clusters Score -1480819 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1480889.125000 Penalty: 4659.586426
	Iteration 24Q: 3 clusters Score -1480889 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1480955.500000 Penalty: 4659.586426
	Iteration 25Q: 3 clusters Score -1480956 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1481013.625000 Penalty: 4659.586426
	Iteration 26Q: 3 clusters Score -1481014 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1481083.625000 Penalty: 4659.586426
	Iteration 27Q: 3 clusters Score -1481084 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1481141.000000 Penalty: 4659.586426
	Iteration 28Q: 3 clusters Score -1481141 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1481190.000000 Penalty: 4659.586426
	Iteration 29Q: 3 clusters Score -1481190 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1481219.375000 Penalty: 4659.586426
	Iteration 30Q: 3 clusters Score -1481219 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1481242.250000 Penalty: 4659.586426
	Iteration 31Q: 3 clusters Score -1481242 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1481262.625000 Penalty: 4659.586426
	Iteration 32Q: 3 clusters Score -1481263 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1481284.625000 Penalty: 4659.586426
	Iteration 33Q: 3 clusters Score -1481285 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1481294.000000 Penalty: 4659.586426
	Iteration 34Q: 3 clusters Score -1481294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1481309.250000 Penalty: 4659.586426
	Iteration 35Q: 3 clusters Score -1481309 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1481318.750000 Penalty: 4659.586426
	Iteration 36Q: 3 clusters Score -1481319 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1481331.750000 Penalty: 4659.586426
	Iteration 37Q: 3 clusters Score -1481332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1481343.875000 Penalty: 4659.586426
	Iteration 38Q: 3 clusters Score -1481344 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1481357.250000 Penalty: 4659.586426
	Iteration 39Q: 3 clusters Score -1481357 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1481375.000000 Penalty: 4659.586426
	Iteration 40F: 3 clusters Score -1481375 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1481387.375000 Penalty: 4659.586426
	Iteration 41Q: 3 clusters Score -1481387 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1481403.625000 Penalty: 4659.586426
	Iteration 42Q: 3 clusters Score -1481404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1481421.750000 Penalty: 4659.586426
	Iteration 43Q: 3 clusters Score -1481422 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1481429.000000 Penalty: 4659.586426
	Iteration 44Q: 3 clusters Score -1481429 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1481454.625000 Penalty: 4659.586426
	Iteration 45Q: 3 clusters Score -1481455 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1481470.375000 Penalty: 4659.586426
	Iteration 46Q: 3 clusters Score -1481470 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1481491.750000 Penalty: 4659.586426
	Iteration 47Q: 3 clusters Score -1481492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1481504.500000 Penalty: 4659.586426
	Iteration 48Q: 3 clusters Score -1481504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1481519.750000 Penalty: 4659.586426
	Iteration 49Q: 3 clusters Score -1481520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1481527.125000 Penalty: 4659.586426
	Iteration 50Q: 3 clusters Score -1481527 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1481540.250000 Penalty: 4659.586426
	Iteration 51Q: 3 clusters Score -1481540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1481547.875000 Penalty: 4659.586426
	Iteration 52Q: 3 clusters Score -1481548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1481553.250000 Penalty: 4659.586426
	Iteration 53Q: 3 clusters Score -1481553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1481566.250000 Penalty: 4659.586426
	Iteration 54Q: 3 clusters Score -1481566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1481570.500000 Penalty: 4659.586426
	Iteration 55Q: 3 clusters Score -1481570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1481575.000000 Penalty: 4659.586426
	Iteration 56Q: 3 clusters Score -1481575 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1481586.375000 Penalty: 4659.586426
	Iteration 57Q: 3 clusters Score -1481586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1481595.750000 Penalty: 4659.586426
	Iteration 58Q: 3 clusters Score -1481596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1481606.250000 Penalty: 4659.586426
	Iteration 59Q: 3 clusters Score -1481606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1481612.375000 Penalty: 4659.586426
	Iteration 60F: 3 clusters Score -1481612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1481619.750000 Penalty: 4659.586426
	Iteration 61Q: 3 clusters Score -1481620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1481623.375000 Penalty: 4659.586426
	Iteration 62Q: 3 clusters Score -1481623 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1481633.750000 Penalty: 4659.586426
	Iteration 63Q: 3 clusters Score -1481634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1481636.000000 Penalty: 4659.586426
	Iteration 64Q: 3 clusters Score -1481636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1481647.500000 Penalty: 4659.586426
	Iteration 65Q: 3 clusters Score -1481648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1481654.875000 Penalty: 4659.586426
	Iteration 66Q: 3 clusters Score -1481655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1481655.125000 Penalty: 4659.586426
	Iteration 67Q: 3 clusters Score -1481655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1481660.125000 Penalty: 4659.586426
	Iteration 68Q: 3 clusters Score -1481660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1481669.750000 Penalty: 4659.586426
	Iteration 69Q: 3 clusters Score -1481670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1481678.750000 Penalty: 4659.586426
	Iteration 70Q: 3 clusters Score -1481679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1481689.625000 Penalty: 4659.586426
	Iteration 71Q: 3 clusters Score -1481690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1481706.375000 Penalty: 4659.586426
	Iteration 72Q: 3 clusters Score -1481706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1481723.500000 Penalty: 4659.586426
	Iteration 73Q: 3 clusters Score -1481724 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1481734.625000 Penalty: 4659.586426
	Iteration 74Q: 3 clusters Score -1481735 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1481749.500000 Penalty: 4659.586426
	Iteration 75Q: 3 clusters Score -1481750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1481764.375000 Penalty: 4659.586426
	Iteration 76Q: 3 clusters Score -1481764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1481781.000000 Penalty: 4659.586426
	Iteration 77Q: 3 clusters Score -1481781 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1481795.000000 Penalty: 4659.586426
	Iteration 78Q: 3 clusters Score -1481795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1481806.750000 Penalty: 4659.586426
	Iteration 79Q: 3 clusters Score -1481807 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1481821.500000 Penalty: 4659.586426
	Iteration 80F: 3 clusters Score -1481822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1481832.625000 Penalty: 4659.586426
	Iteration 81Q: 3 clusters Score -1481833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1481838.750000 Penalty: 4659.586426
	Iteration 82Q: 3 clusters Score -1481839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1481843.750000 Penalty: 4659.586426
	Iteration 83Q: 3 clusters Score -1481844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1481850.375000 Penalty: 4659.586426
	Iteration 84Q: 3 clusters Score -1481850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1481854.000000 Penalty: 4659.586426
	Iteration 85Q: 3 clusters Score -1481854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1481860.875000 Penalty: 4659.586426
	Iteration 86Q: 3 clusters Score -1481861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1481872.375000 Penalty: 4659.586426
	Iteration 87Q: 3 clusters Score -1481872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1481875.375000 Penalty: 4659.586426
	Iteration 88Q: 3 clusters Score -1481875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1481880.000000 Penalty: 4659.586426
	Iteration 89Q: 3 clusters Score -1481880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1481881.000000 Penalty: 4659.586426
	Iteration 90Q: 3 clusters Score -1481881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1481881.250000 Penalty: 4659.586426
	Iteration 91Q: 3 clusters Score -1481881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1481879.750000 Penalty: 4659.586426
	Iteration 92Q: 3 clusters Score -1481880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1481882.625000 Penalty: 4659.586426
	Iteration 93Q: 3 clusters Score -1481883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1481880.875000 Penalty: 4659.586426
	Iteration 94Q: 3 clusters Score -1481881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1481882.875000 Penalty: 4659.586426
	Iteration 95Q: 3 clusters Score -1481883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1481882.875000 Penalty: 4659.586426
	Iteration 96F: 3 clusters Score -1481883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Entering Unmasked Estep 
Score: -1217733.000000 Penalty: 2285.055664
	Iteration 0F: 2 clusters Score -1217733 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 5038 members 
Entering Unmasked Estep 
Score: -1210002.875000 Penalty: 4570.111328
	Iteration 0F: 3 clusters Score -1210003 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1212228.875000 Penalty: 4570.111328
	Iteration 1F: 3 clusters Score -1212229 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1212493.375000 Penalty: 4570.111328
	Iteration 2F: 3 clusters Score -1212493 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1212691.375000 Penalty: 4570.111328
	Iteration 3Q: 3 clusters Score -1212691 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1212847.500000 Penalty: 4570.111328
	Iteration 4Q: 3 clusters Score -1212848 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1212998.500000 Penalty: 4570.111328
	Iteration 5Q: 3 clusters Score -1212998 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1213172.000000 Penalty: 4570.111328
	Iteration 6Q: 3 clusters Score -1213172 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1213407.625000 Penalty: 4570.111328
	Iteration 7Q: 3 clusters Score -1213408 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1213671.875000 Penalty: 4570.111328
	Iteration 8Q: 3 clusters Score -1213672 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1213992.125000 Penalty: 4570.111328
	Iteration 9Q: 3 clusters Score -1213992 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1214311.625000 Penalty: 4570.111328
	Iteration 10Q: 3 clusters Score -1214312 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1214619.625000 Penalty: 4570.111328
	Iteration 11Q: 3 clusters Score -1214620 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1214931.250000 Penalty: 4570.111328
	Iteration 12Q: 3 clusters Score -1214931 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1215219.625000 Penalty: 4570.111328
	Iteration 13Q: 3 clusters Score -1215220 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1215466.875000 Penalty: 4570.111328
	Iteration 14Q: 3 clusters Score -1215467 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1215637.250000 Penalty: 4570.111328
	Iteration 15Q: 3 clusters Score -1215637 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1215745.000000 Penalty: 4570.111328
	Iteration 16Q: 3 clusters Score -1215745 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1215820.000000 Penalty: 4570.111328
	Iteration 17Q: 3 clusters Score -1215820 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1215868.125000 Penalty: 4570.111328
	Iteration 18Q: 3 clusters Score -1215868 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1215911.750000 Penalty: 4570.111328
	Iteration 19Q: 3 clusters Score -1215912 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1215952.875000 Penalty: 4570.111328
	Iteration 20F: 3 clusters Score -1215953 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1215977.750000 Penalty: 4570.111328
	Iteration 21Q: 3 clusters Score -1215978 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1215996.250000 Penalty: 4570.111328
	Iteration 22Q: 3 clusters Score -1215996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1216009.500000 Penalty: 4570.111328
	Iteration 23Q: 3 clusters Score -1216010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1216015.250000 Penalty: 4570.111328
	Iteration 24Q: 3 clusters Score -1216015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1216017.125000 Penalty: 4570.111328
	Iteration 25Q: 3 clusters Score -1216017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1216020.625000 Penalty: 4570.111328
	Iteration 26Q: 3 clusters Score -1216021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1216022.375000 Penalty: 4570.111328
	Iteration 27Q: 3 clusters Score -1216022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1216024.125000 Penalty: 4570.111328
	Iteration 28Q: 3 clusters Score -1216024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1216026.875000 Penalty: 4570.111328
	Iteration 29Q: 3 clusters Score -1216027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1216026.625000 Penalty: 4570.111328
	Iteration 30Q: 3 clusters Score -1216027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1216026.625000 Penalty: 4570.111328
	Iteration 31F: 3 clusters Score -1216027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Entering Unmasked Estep 
Score: -4404495.500000 Penalty: 2599.294922
	Iteration 0F: 2 clusters Score -4404496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -4380155.500000 Penalty: 5198.589844
	Iteration 0F: 3 clusters Score -4380156 nChanged 16310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -4389113.500000 Penalty: 5198.589844
	Iteration 1F: 3 clusters Score -4389114 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -4389668.500000 Penalty: 5198.589844
	Iteration 2Q: 3 clusters Score -4389668 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -4390183.500000 Penalty: 5198.589844
	Iteration 3Q: 3 clusters Score -4390184 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -4390779.500000 Penalty: 5198.589844
	Iteration 4Q: 3 clusters Score -4390780 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -4391427.500000 Penalty: 5198.589844
	Iteration 5Q: 3 clusters Score -4391428 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -4392185.000000 Penalty: 5198.589844
	Iteration 6Q: 3 clusters Score -4392185 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -4393070.500000 Penalty: 5198.589844
	Iteration 7F: 3 clusters Score -4393070 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -4394154.000000 Penalty: 5198.589844
	Iteration 8F: 3 clusters Score -4394154 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -4395309.000000 Penalty: 5198.589844
	Iteration 9F: 3 clusters Score -4395309 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -4396603.500000 Penalty: 5198.589844
	Iteration 10F: 3 clusters Score -4396604 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -4397990.500000 Penalty: 5198.589844
	Iteration 11F: 3 clusters Score -4397990 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -4399408.000000 Penalty: 5198.589844
	Iteration 12Q: 3 clusters Score -4399408 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4400545.500000 Penalty: 5198.589844
	Iteration 13Q: 3 clusters Score -4400546 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4401352.500000 Penalty: 5198.589844
	Iteration 14Q: 3 clusters Score -4401352 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4401772.000000 Penalty: 5198.589844
	Iteration 15Q: 3 clusters Score -4401772 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4402039.500000 Penalty: 5198.589844
	Iteration 16Q: 3 clusters Score -4402040 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4402186.500000 Penalty: 5198.589844
	Iteration 17Q: 3 clusters Score -4402186 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4402299.500000 Penalty: 5198.589844
	Iteration 18Q: 3 clusters Score -4402300 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4402367.500000 Penalty: 5198.589844
	Iteration 19Q: 3 clusters Score -4402368 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4402418.500000 Penalty: 5198.589844
	Iteration 20F: 3 clusters Score -4402418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4402435.500000 Penalty: 5198.589844
	Iteration 21Q: 3 clusters Score -4402436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4402449.000000 Penalty: 5198.589844
	Iteration 22Q: 3 clusters Score -4402449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4402459.000000 Penalty: 5198.589844
	Iteration 23Q: 3 clusters Score -4402459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4402474.500000 Penalty: 5198.589844
	Iteration 24Q: 3 clusters Score -4402474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4402486.500000 Penalty: 5198.589844
	Iteration 25Q: 3 clusters Score -4402486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4402482.000000 Penalty: 5198.589844
	Iteration 26Q: 3 clusters Score -4402482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4402488.000000 Penalty: 5198.589844
	Iteration 27Q: 3 clusters Score -4402488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4402494.000000 Penalty: 5198.589844
	Iteration 28Q: 3 clusters Score -4402494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4402503.000000 Penalty: 5198.589844
	Iteration 29Q: 3 clusters Score -4402503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4402507.500000 Penalty: 5198.589844
	Iteration 30Q: 3 clusters Score -4402508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4402517.500000 Penalty: 5198.589844
	Iteration 31Q: 3 clusters Score -4402518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4402515.500000 Penalty: 5198.589844
	Iteration 32Q: 3 clusters Score -4402516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4402515.500000 Penalty: 5198.589844
	Iteration 33Q: 3 clusters Score -4402516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4402515.500000 Penalty: 5198.589844
	Iteration 34F: 3 clusters Score -4402516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (229898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229898 members 
Entering Unmasked Estep 
Score: -28058218.000000 Penalty: 3061.656982
	Iteration 0F: 2 clusters Score -2.805822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114894 members 
Mstep: Class 2 contains 115004 members 
Entering Unmasked Estep 
Score: -27906662.000000 Penalty: 6123.313965
	Iteration 0F: 3 clusters Score -2.790666e+07 nChanged 111022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114636 members 
Mstep: Class 2 contains 115262 members 
Entering Unmasked Estep 
Score: -27972550.000000 Penalty: 6123.313965
	Iteration 1F: 3 clusters Score -2.797255e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114586 members 
Mstep: Class 2 contains 115312 members 
Entering Unmasked Estep 
Score: -27973680.000000 Penalty: 6123.313965
	Iteration 2Q: 3 clusters Score -2.797368e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114541 members 
Mstep: Class 2 contains 115357 members 
Entering Unmasked Estep 
Score: -27974954.000000 Penalty: 6123.313965
	Iteration 3Q: 3 clusters Score -2.797495e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114600 members 
Mstep: Class 2 contains 115298 members 
Entering Unmasked Estep 
Score: -27976556.000000 Penalty: 6123.313965
	Iteration 4Q: 3 clusters Score -2.797656e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114888 members 
Mstep: Class 2 contains 115010 members 
Entering Unmasked Estep 
Score: -27978292.000000 Penalty: 6123.313965
	Iteration 5Q: 3 clusters Score -2.797829e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115432 members 
Mstep: Class 2 contains 114466 members 
Entering Unmasked Estep 
Score: -27980542.000000 Penalty: 6123.313965
	Iteration 6Q: 3 clusters Score -2.798054e+07 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116450 members 
Mstep: Class 2 contains 113448 members 
Entering Unmasked Estep 
Score: -27983038.000000 Penalty: 6123.313965
	Iteration 7Q: 3 clusters Score -2.798304e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117849 members 
Mstep: Class 2 contains 112049 members 
Entering Unmasked Estep 
Score: -27986400.000000 Penalty: 6123.313965
	Iteration 8Q: 3 clusters Score -2.79864e+07 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119609 members 
Mstep: Class 2 contains 110289 members 
Entering Unmasked Estep 
Score: -27990002.000000 Penalty: 6123.313965
	Iteration 9Q: 3 clusters Score -2.799e+07 nChanged 10421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121674 members 
Mstep: Class 2 contains 108224 members 
Entering Unmasked Estep 
Score: -27994438.000000 Penalty: 6123.313965
	Iteration 10Q: 3 clusters Score -2.799444e+07 nChanged 10734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124008 members 
Mstep: Class 2 contains 105890 members 
Entering Unmasked Estep 
Score: -27999364.000000 Penalty: 6123.313965
	Iteration 11Q: 3 clusters Score -2.799936e+07 nChanged 10478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126470 members 
Mstep: Class 2 contains 103428 members 
Entering Unmasked Estep 
Score: -28005062.000000 Penalty: 6123.313965
	Iteration 12Q: 3 clusters Score -2.800506e+07 nChanged 10073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128857 members 
Mstep: Class 2 contains 101041 members 
Entering Unmasked Estep 
Score: -28010574.000000 Penalty: 6123.313965
	Iteration 13Q: 3 clusters Score -2.801057e+07 nChanged 9222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131245 members 
Mstep: Class 2 contains 98653 members 
Entering Unmasked Estep 
Score: -28015612.000000 Penalty: 6123.313965
	Iteration 14Q: 3 clusters Score -2.801561e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133638 members 
Mstep: Class 2 contains 96260 members 
Entering Unmasked Estep 
Score: -28018636.000000 Penalty: 6123.313965
	Iteration 15Q: 3 clusters Score -2.801864e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136424 members 
Mstep: Class 2 contains 93474 members 
Entering Unmasked Estep 
Score: -28020618.000000 Penalty: 6123.313965
	Iteration 16Q: 3 clusters Score -2.802062e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139464 members 
Mstep: Class 2 contains 90434 members 
Entering Unmasked Estep 
Score: -28021674.000000 Penalty: 6123.313965
	Iteration 17Q: 3 clusters Score -2.802167e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142713 members 
Mstep: Class 2 contains 87185 members 
Entering Unmasked Estep 
Score: -28022608.000000 Penalty: 6123.313965
	Iteration 18Q: 3 clusters Score -2.802261e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146116 members 
Mstep: Class 2 contains 83782 members 
Entering Unmasked Estep 
Score: -28023422.000000 Penalty: 6123.313965
	Iteration 19Q: 3 clusters Score -2.802342e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149526 members 
Mstep: Class 2 contains 80372 members 
Entering Unmasked Estep 
Score: -28024280.000000 Penalty: 6123.313965
	Iteration 20F: 3 clusters Score -2.802428e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153049 members 
Mstep: Class 2 contains 76849 members 
Entering Unmasked Estep 
Score: -28025296.000000 Penalty: 6123.313965
	Iteration 21Q: 3 clusters Score -2.80253e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156848 members 
Mstep: Class 2 contains 73050 members 
Entering Unmasked Estep 
Score: -28026444.000000 Penalty: 6123.313965
	Iteration 22Q: 3 clusters Score -2.802644e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160786 members 
Mstep: Class 2 contains 69112 members 
Entering Unmasked Estep 
Score: -28027384.000000 Penalty: 6123.313965
	Iteration 23Q: 3 clusters Score -2.802738e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164941 members 
Mstep: Class 2 contains 64957 members 
Entering Unmasked Estep 
Score: -28028766.000000 Penalty: 6123.313965
	Iteration 24Q: 3 clusters Score -2.802877e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169205 members 
Mstep: Class 2 contains 60693 members 
Entering Unmasked Estep 
Score: -28030158.000000 Penalty: 6123.313965
	Iteration 25Q: 3 clusters Score -2.803016e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173580 members 
Mstep: Class 2 contains 56318 members 
Entering Unmasked Estep 
Score: -28031546.000000 Penalty: 6123.313965
	Iteration 26Q: 3 clusters Score -2.803155e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178101 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -28033228.000000 Penalty: 6123.313965
	Iteration 27Q: 3 clusters Score -2.803323e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182456 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -28034972.000000 Penalty: 6123.313965
	Iteration 28Q: 3 clusters Score -2.803497e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186666 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -28036434.000000 Penalty: 6123.313965
	Iteration 29Q: 3 clusters Score -2.803643e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190677 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -28037918.000000 Penalty: 6123.313965
	Iteration 30Q: 3 clusters Score -2.803792e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194463 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -28039216.000000 Penalty: 6123.313965
	Iteration 31Q: 3 clusters Score -2.803922e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197949 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -28040652.000000 Penalty: 6123.313965
	Iteration 32Q: 3 clusters Score -2.804065e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201396 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -28041866.000000 Penalty: 6123.313965
	Iteration 33Q: 3 clusters Score -2.804187e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204658 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -28043478.000000 Penalty: 6123.313965
	Iteration 34Q: 3 clusters Score -2.804348e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207752 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -28044934.000000 Penalty: 6123.313965
	Iteration 35Q: 3 clusters Score -2.804493e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210686 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -28046366.000000 Penalty: 6123.313965
	Iteration 36Q: 3 clusters Score -2.804637e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213344 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -28047784.000000 Penalty: 6123.313965
	Iteration 37Q: 3 clusters Score -2.804778e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215616 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -28048974.000000 Penalty: 6123.313965
	Iteration 38Q: 3 clusters Score -2.804897e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217507 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -28050018.000000 Penalty: 6123.313965
	Iteration 39Q: 3 clusters Score -2.805002e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219152 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -28051068.000000 Penalty: 6123.313965
	Iteration 40F: 3 clusters Score -2.805107e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220713 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -28052170.000000 Penalty: 6123.313965
	Iteration 41Q: 3 clusters Score -2.805217e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222027 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -28052936.000000 Penalty: 6123.313965
	Iteration 42Q: 3 clusters Score -2.805294e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223153 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -28053750.000000 Penalty: 6123.313965
	Iteration 43Q: 3 clusters Score -2.805375e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224074 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -28054284.000000 Penalty: 6123.313965
	Iteration 44Q: 3 clusters Score -2.805428e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224811 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -28054614.000000 Penalty: 6123.313965
	Iteration 45Q: 3 clusters Score -2.805461e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225379 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -28054830.000000 Penalty: 6123.313965
	Iteration 46Q: 3 clusters Score -2.805483e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225820 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -28055096.000000 Penalty: 6123.313965
	Iteration 47Q: 3 clusters Score -2.80551e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226183 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -28055292.000000 Penalty: 6123.313965
	Iteration 48Q: 3 clusters Score -2.805529e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226475 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -28055456.000000 Penalty: 6123.313965
	Iteration 49Q: 3 clusters Score -2.805546e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226710 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -28055592.000000 Penalty: 6123.313965
	Iteration 50Q: 3 clusters Score -2.805559e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226891 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -28055712.000000 Penalty: 6123.313965
	Iteration 51Q: 3 clusters Score -2.805571e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227042 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -28055738.000000 Penalty: 6123.313965
	Iteration 52Q: 3 clusters Score -2.805574e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227173 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -28055802.000000 Penalty: 6123.313965
	Iteration 53Q: 3 clusters Score -2.80558e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227268 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -28055812.000000 Penalty: 6123.313965
	Iteration 54Q: 3 clusters Score -2.805581e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227360 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -28055858.000000 Penalty: 6123.313965
	Iteration 55Q: 3 clusters Score -2.805586e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227439 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -28055866.000000 Penalty: 6123.313965
	Iteration 56Q: 3 clusters Score -2.805587e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227517 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -28055906.000000 Penalty: 6123.313965
	Iteration 57Q: 3 clusters Score -2.805591e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227574 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -28055930.000000 Penalty: 6123.313965
	Iteration 58Q: 3 clusters Score -2.805593e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227624 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -28055956.000000 Penalty: 6123.313965
	Iteration 59Q: 3 clusters Score -2.805596e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227658 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -28055944.000000 Penalty: 6123.313965
	Iteration 60F: 3 clusters Score -2.805594e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227703 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -28055958.000000 Penalty: 6123.313965
	Iteration 61Q: 3 clusters Score -2.805596e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227736 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -28055968.000000 Penalty: 6123.313965
	Iteration 62Q: 3 clusters Score -2.805597e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227770 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -28055962.000000 Penalty: 6123.313965
	Iteration 63Q: 3 clusters Score -2.805596e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227801 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -28056006.000000 Penalty: 6123.313965
	Iteration 64Q: 3 clusters Score -2.805601e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227820 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -28055980.000000 Penalty: 6123.313965
	Iteration 65Q: 3 clusters Score -2.805598e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227838 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -28055994.000000 Penalty: 6123.313965
	Iteration 66Q: 3 clusters Score -2.805599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227850 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -28056000.000000 Penalty: 6123.313965
	Iteration 67Q: 3 clusters Score -2.8056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227861 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -28056026.000000 Penalty: 6123.313965
	Iteration 68Q: 3 clusters Score -2.805603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227867 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -28056006.000000 Penalty: 6123.313965
	Iteration 69Q: 3 clusters Score -2.805601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227871 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -28056024.000000 Penalty: 6123.313965
	Iteration 70Q: 3 clusters Score -2.805602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227876 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -28056018.000000 Penalty: 6123.313965
	Iteration 71Q: 3 clusters Score -2.805602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227881 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -28056022.000000 Penalty: 6123.313965
	Iteration 72Q: 3 clusters Score -2.805602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227886 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -28056024.000000 Penalty: 6123.313965
	Iteration 73Q: 3 clusters Score -2.805602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227888 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -28055998.000000 Penalty: 6123.313965
	Iteration 74Q: 3 clusters Score -2.8056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227890 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -28055982.000000 Penalty: 6123.313965
	Iteration 75Q: 3 clusters Score -2.805598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227892 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -28055994.000000 Penalty: 6123.313965
	Iteration 76Q: 3 clusters Score -2.805599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227893 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -28055990.000000 Penalty: 6123.313965
	Iteration 77Q: 3 clusters Score -2.805599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227893 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -28055990.000000 Penalty: 6123.313965
	Iteration 78F: 3 clusters Score -2.805599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Entering Unmasked Estep 
Score: -4026510.500000 Penalty: 2580.084229
	Iteration 0F: 2 clusters Score -4026510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -4003744.000000 Penalty: 5160.168457
	Iteration 0F: 3 clusters Score -4003744 nChanged 15091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -4011962.500000 Penalty: 5160.168457
	Iteration 1F: 3 clusters Score -4011962 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -4012379.500000 Penalty: 5160.168457
	Iteration 2Q: 3 clusters Score -4012380 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -4012740.250000 Penalty: 5160.168457
	Iteration 3Q: 3 clusters Score -4012740 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -4013104.000000 Penalty: 5160.168457
	Iteration 4Q: 3 clusters Score -4013104 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -4013436.250000 Penalty: 5160.168457
	Iteration 5Q: 3 clusters Score -4013436 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -4013745.750000 Penalty: 5160.168457
	Iteration 6Q: 3 clusters Score -4013746 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -4014103.500000 Penalty: 5160.168457
	Iteration 7Q: 3 clusters Score -4014104 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -4014471.250000 Penalty: 5160.168457
	Iteration 8Q: 3 clusters Score -4014471 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -4014926.250000 Penalty: 5160.168457
	Iteration 9Q: 3 clusters Score -4014926 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -4015487.750000 Penalty: 5160.168457
	Iteration 10Q: 3 clusters Score -4015488 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -4016156.250000 Penalty: 5160.168457
	Iteration 11Q: 3 clusters Score -4016156 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -4017095.250000 Penalty: 5160.168457
	Iteration 12Q: 3 clusters Score -4017095 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -4018269.000000 Penalty: 5160.168457
	Iteration 13F: 3 clusters Score -4018269 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -4019587.000000 Penalty: 5160.168457
	Iteration 14F: 3 clusters Score -4019587 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -4020952.750000 Penalty: 5160.168457
	Iteration 15F: 3 clusters Score -4020953 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -4022155.000000 Penalty: 5160.168457
	Iteration 16Q: 3 clusters Score -4022155 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -4022994.500000 Penalty: 5160.168457
	Iteration 17Q: 3 clusters Score -4022994 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -4023478.250000 Penalty: 5160.168457
	Iteration 18Q: 3 clusters Score -4023478 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -4023787.250000 Penalty: 5160.168457
	Iteration 19Q: 3 clusters Score -4023787 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -4023936.750000 Penalty: 5160.168457
	Iteration 20F: 3 clusters Score -4023937 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -4024050.750000 Penalty: 5160.168457
	Iteration 21Q: 3 clusters Score -4024051 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -4024133.000000 Penalty: 5160.168457
	Iteration 22Q: 3 clusters Score -4024133 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -4024198.500000 Penalty: 5160.168457
	Iteration 23Q: 3 clusters Score -4024198 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -4024226.500000 Penalty: 5160.168457
	Iteration 24Q: 3 clusters Score -4024226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -4024263.750000 Penalty: 5160.168457
	Iteration 25Q: 3 clusters Score -4024264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -4024283.250000 Penalty: 5160.168457
	Iteration 26Q: 3 clusters Score -4024283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -4024298.500000 Penalty: 5160.168457
	Iteration 27Q: 3 clusters Score -4024298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -4024320.750000 Penalty: 5160.168457
	Iteration 28Q: 3 clusters Score -4024321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -4024328.750000 Penalty: 5160.168457
	Iteration 29Q: 3 clusters Score -4024329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -4024335.250000 Penalty: 5160.168457
	Iteration 30Q: 3 clusters Score -4024335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -4024337.000000 Penalty: 5160.168457
	Iteration 31Q: 3 clusters Score -4024337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -4024339.000000 Penalty: 5160.168457
	Iteration 32Q: 3 clusters Score -4024339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -4024340.500000 Penalty: 5160.168457
	Iteration 33Q: 3 clusters Score -4024340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -4024341.000000 Penalty: 5160.168457
	Iteration 34Q: 3 clusters Score -4024341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -4024341.250000 Penalty: 5160.168457
	Iteration 35Q: 3 clusters Score -4024341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -4024346.500000 Penalty: 5160.168457
	Iteration 36Q: 3 clusters Score -4024346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -4024352.000000 Penalty: 5160.168457
	Iteration 37Q: 3 clusters Score -4024352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -4024355.250000 Penalty: 5160.168457
	Iteration 38Q: 3 clusters Score -4024355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -4024363.250000 Penalty: 5160.168457
	Iteration 39Q: 3 clusters Score -4024363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -4024366.500000 Penalty: 5160.168457
	Iteration 40F: 3 clusters Score -4024366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -4024369.250000 Penalty: 5160.168457
	Iteration 41Q: 3 clusters Score -4024369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -4024371.250000 Penalty: 5160.168457
	Iteration 42Q: 3 clusters Score -4024371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -4024373.500000 Penalty: 5160.168457
	Iteration 43Q: 3 clusters Score -4024374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -4024373.500000 Penalty: 5160.168457
	Iteration 44F: 3 clusters Score -4024374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -79301.687500 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -79301.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -77597.445312 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -77597.45 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -77874.765625 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -77874.77 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -77969.281250 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -77969.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78009.906250 Penalty: 3279.572266
	Iteration 3Q: 3 clusters Score -78009.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -78025.007812 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -78025.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -78037.468750 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -78037.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -78039.710938 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -78039.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -78046.148438 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -78046.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -78050.687500 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -78050.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -78050.687500 Penalty: 3279.572266
	Iteration 9F: 3 clusters Score -78050.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (154654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154654 members 
Entering Unmasked Estep 
Score: -18751168.000000 Penalty: 2963.338623
	Iteration 0F: 2 clusters Score -1.875117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77310 members 
Mstep: Class 2 contains 77344 members 
Entering Unmasked Estep 
Score: -18647412.000000 Penalty: 5926.677246
	Iteration 0F: 3 clusters Score -1.864741e+07 nChanged 73950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77484 members 
Mstep: Class 2 contains 77170 members 
Entering Unmasked Estep 
Score: -18690412.000000 Penalty: 5926.677246
	Iteration 1F: 3 clusters Score -1.869041e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77431 members 
Mstep: Class 2 contains 77223 members 
Entering Unmasked Estep 
Score: -18691776.000000 Penalty: 5926.677246
	Iteration 2Q: 3 clusters Score -1.869178e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77341 members 
Mstep: Class 2 contains 77313 members 
Entering Unmasked Estep 
Score: -18693100.000000 Penalty: 5926.677246
	Iteration 3Q: 3 clusters Score -1.86931e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77127 members 
Mstep: Class 2 contains 77527 members 
Entering Unmasked Estep 
Score: -18694754.000000 Penalty: 5926.677246
	Iteration 4Q: 3 clusters Score -1.869475e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76812 members 
Mstep: Class 2 contains 77842 members 
Entering Unmasked Estep 
Score: -18696846.000000 Penalty: 5926.677246
	Iteration 5Q: 3 clusters Score -1.869685e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76459 members 
Mstep: Class 2 contains 78195 members 
Entering Unmasked Estep 
Score: -18699590.000000 Penalty: 5926.677246
	Iteration 6Q: 3 clusters Score -1.869959e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76080 members 
Mstep: Class 2 contains 78574 members 
Entering Unmasked Estep 
Score: -18702874.000000 Penalty: 5926.677246
	Iteration 7Q: 3 clusters Score -1.870287e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75883 members 
Mstep: Class 2 contains 78771 members 
Entering Unmasked Estep 
Score: -18707112.000000 Penalty: 5926.677246
	Iteration 8F: 3 clusters Score -1.870711e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75836 members 
Mstep: Class 2 contains 78818 members 
Entering Unmasked Estep 
Score: -18712256.000000 Penalty: 5926.677246
	Iteration 9F: 3 clusters Score -1.871226e+07 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75911 members 
Mstep: Class 2 contains 78743 members 
Entering Unmasked Estep 
Score: -18716992.000000 Penalty: 5926.677246
	Iteration 10F: 3 clusters Score -1.871699e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76103 members 
Mstep: Class 2 contains 78551 members 
Entering Unmasked Estep 
Score: -18720300.000000 Penalty: 5926.677246
	Iteration 11Q: 3 clusters Score -1.87203e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76190 members 
Mstep: Class 2 contains 78464 members 
Entering Unmasked Estep 
Score: -18721956.000000 Penalty: 5926.677246
	Iteration 12Q: 3 clusters Score -1.872196e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76250 members 
Mstep: Class 2 contains 78404 members 
Entering Unmasked Estep 
Score: -18722440.000000 Penalty: 5926.677246
	Iteration 13Q: 3 clusters Score -1.872244e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76306 members 
Mstep: Class 2 contains 78348 members 
Entering Unmasked Estep 
Score: -18722648.000000 Penalty: 5926.677246
	Iteration 14Q: 3 clusters Score -1.872265e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76420 members 
Mstep: Class 2 contains 78234 members 
Entering Unmasked Estep 
Score: -18722808.000000 Penalty: 5926.677246
	Iteration 15Q: 3 clusters Score -1.872281e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76609 members 
Mstep: Class 2 contains 78045 members 
Entering Unmasked Estep 
Score: -18722960.000000 Penalty: 5926.677246
	Iteration 16Q: 3 clusters Score -1.872296e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76855 members 
Mstep: Class 2 contains 77799 members 
Entering Unmasked Estep 
Score: -18723076.000000 Penalty: 5926.677246
	Iteration 17Q: 3 clusters Score -1.872308e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Mstep: Class 2 contains 77545 members 
Entering Unmasked Estep 
Score: -18723208.000000 Penalty: 5926.677246
	Iteration 18Q: 3 clusters Score -1.872321e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77351 members 
Mstep: Class 2 contains 77303 members 
Entering Unmasked Estep 
Score: -18723306.000000 Penalty: 5926.677246
	Iteration 19Q: 3 clusters Score -1.872331e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77633 members 
Mstep: Class 2 contains 77021 members 
Entering Unmasked Estep 
Score: -18723414.000000 Penalty: 5926.677246
	Iteration 20F: 3 clusters Score -1.872341e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77902 members 
Mstep: Class 2 contains 76752 members 
Entering Unmasked Estep 
Score: -18723564.000000 Penalty: 5926.677246
	Iteration 21Q: 3 clusters Score -1.872356e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78216 members 
Mstep: Class 2 contains 76438 members 
Entering Unmasked Estep 
Score: -18723576.000000 Penalty: 5926.677246
	Iteration 22Q: 3 clusters Score -1.872358e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78476 members 
Mstep: Class 2 contains 76178 members 
Entering Unmasked Estep 
Score: -18723596.000000 Penalty: 5926.677246
	Iteration 23Q: 3 clusters Score -1.87236e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78732 members 
Mstep: Class 2 contains 75922 members 
Entering Unmasked Estep 
Score: -18723682.000000 Penalty: 5926.677246
	Iteration 24Q: 3 clusters Score -1.872368e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79005 members 
Mstep: Class 2 contains 75649 members 
Entering Unmasked Estep 
Score: -18723736.000000 Penalty: 5926.677246
	Iteration 25Q: 3 clusters Score -1.872374e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79309 members 
Mstep: Class 2 contains 75345 members 
Entering Unmasked Estep 
Score: -18723706.000000 Penalty: 5926.677246
	Iteration 26Q: 3 clusters Score -1.872371e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79631 members 
Mstep: Class 2 contains 75023 members 
Entering Unmasked Estep 
Score: -18723822.000000 Penalty: 5926.677246
	Iteration 27Q: 3 clusters Score -1.872382e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80060 members 
Mstep: Class 2 contains 74594 members 
Entering Unmasked Estep 
Score: -18723874.000000 Penalty: 5926.677246
	Iteration 28Q: 3 clusters Score -1.872387e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80548 members 
Mstep: Class 2 contains 74106 members 
Entering Unmasked Estep 
Score: -18724002.000000 Penalty: 5926.677246
	Iteration 29Q: 3 clusters Score -1.8724e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81032 members 
Mstep: Class 2 contains 73622 members 
Entering Unmasked Estep 
Score: -18724128.000000 Penalty: 5926.677246
	Iteration 30Q: 3 clusters Score -1.872413e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 73076 members 
Entering Unmasked Estep 
Score: -18724162.000000 Penalty: 5926.677246
	Iteration 31Q: 3 clusters Score -1.872416e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82159 members 
Mstep: Class 2 contains 72495 members 
Entering Unmasked Estep 
Score: -18724238.000000 Penalty: 5926.677246
	Iteration 32Q: 3 clusters Score -1.872424e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82834 members 
Mstep: Class 2 contains 71820 members 
Entering Unmasked Estep 
Score: -18724338.000000 Penalty: 5926.677246
	Iteration 33Q: 3 clusters Score -1.872434e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83565 members 
Mstep: Class 2 contains 71089 members 
Entering Unmasked Estep 
Score: -18724468.000000 Penalty: 5926.677246
	Iteration 34Q: 3 clusters Score -1.872447e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84345 members 
Mstep: Class 2 contains 70309 members 
Entering Unmasked Estep 
Score: -18724520.000000 Penalty: 5926.677246
	Iteration 35Q: 3 clusters Score -1.872452e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85257 members 
Mstep: Class 2 contains 69397 members 
Entering Unmasked Estep 
Score: -18724642.000000 Penalty: 5926.677246
	Iteration 36Q: 3 clusters Score -1.872464e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 68445 members 
Entering Unmasked Estep 
Score: -18724774.000000 Penalty: 5926.677246
	Iteration 37Q: 3 clusters Score -1.872477e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87255 members 
Mstep: Class 2 contains 67399 members 
Entering Unmasked Estep 
Score: -18724930.000000 Penalty: 5926.677246
	Iteration 38Q: 3 clusters Score -1.872493e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88452 members 
Mstep: Class 2 contains 66202 members 
Entering Unmasked Estep 
Score: -18725074.000000 Penalty: 5926.677246
	Iteration 39Q: 3 clusters Score -1.872507e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89805 members 
Mstep: Class 2 contains 64849 members 
Entering Unmasked Estep 
Score: -18725388.000000 Penalty: 5926.677246
	Iteration 40F: 3 clusters Score -1.872539e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91273 members 
Mstep: Class 2 contains 63381 members 
Entering Unmasked Estep 
Score: -18725698.000000 Penalty: 5926.677246
	Iteration 41Q: 3 clusters Score -1.87257e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93044 members 
Mstep: Class 2 contains 61610 members 
Entering Unmasked Estep 
Score: -18726048.000000 Penalty: 5926.677246
	Iteration 42Q: 3 clusters Score -1.872605e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94910 members 
Mstep: Class 2 contains 59744 members 
Entering Unmasked Estep 
Score: -18726510.000000 Penalty: 5926.677246
	Iteration 43Q: 3 clusters Score -1.872651e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96907 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -18727020.000000 Penalty: 5926.677246
	Iteration 44Q: 3 clusters Score -1.872702e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99077 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -18727734.000000 Penalty: 5926.677246
	Iteration 45Q: 3 clusters Score -1.872773e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101405 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -18728376.000000 Penalty: 5926.677246
	Iteration 46Q: 3 clusters Score -1.872838e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103878 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -18729200.000000 Penalty: 5926.677246
	Iteration 47Q: 3 clusters Score -1.87292e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106514 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -18730100.000000 Penalty: 5926.677246
	Iteration 48Q: 3 clusters Score -1.87301e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109361 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -18731172.000000 Penalty: 5926.677246
	Iteration 49Q: 3 clusters Score -1.873117e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112380 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -18732440.000000 Penalty: 5926.677246
	Iteration 50Q: 3 clusters Score -1.873244e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115526 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -18733984.000000 Penalty: 5926.677246
	Iteration 51Q: 3 clusters Score -1.873398e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118777 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -18735740.000000 Penalty: 5926.677246
	Iteration 52Q: 3 clusters Score -1.873574e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121992 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -18737644.000000 Penalty: 5926.677246
	Iteration 53Q: 3 clusters Score -1.873764e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124944 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -18739414.000000 Penalty: 5926.677246
	Iteration 54Q: 3 clusters Score -1.873941e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127687 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -18741166.000000 Penalty: 5926.677246
	Iteration 55Q: 3 clusters Score -1.874117e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130062 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -18742618.000000 Penalty: 5926.677246
	Iteration 56Q: 3 clusters Score -1.874262e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132067 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -18743810.000000 Penalty: 5926.677246
	Iteration 57Q: 3 clusters Score -1.874381e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133755 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -18744678.000000 Penalty: 5926.677246
	Iteration 58Q: 3 clusters Score -1.874468e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135245 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -18745454.000000 Penalty: 5926.677246
	Iteration 59Q: 3 clusters Score -1.874545e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136547 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -18746236.000000 Penalty: 5926.677246
	Iteration 60F: 3 clusters Score -1.874624e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137865 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -18746816.000000 Penalty: 5926.677246
	Iteration 61Q: 3 clusters Score -1.874682e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139019 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -18747248.000000 Penalty: 5926.677246
	Iteration 62Q: 3 clusters Score -1.874725e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140072 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -18747586.000000 Penalty: 5926.677246
	Iteration 63Q: 3 clusters Score -1.874759e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140972 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -18747870.000000 Penalty: 5926.677246
	Iteration 64Q: 3 clusters Score -1.874787e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141828 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -18748126.000000 Penalty: 5926.677246
	Iteration 65Q: 3 clusters Score -1.874813e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142663 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -18748308.000000 Penalty: 5926.677246
	Iteration 66Q: 3 clusters Score -1.874831e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143426 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -18748522.000000 Penalty: 5926.677246
	Iteration 67Q: 3 clusters Score -1.874852e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144121 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -18748638.000000 Penalty: 5926.677246
	Iteration 68Q: 3 clusters Score -1.874864e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144746 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -18748878.000000 Penalty: 5926.677246
	Iteration 69Q: 3 clusters Score -1.874888e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145272 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -18748998.000000 Penalty: 5926.677246
	Iteration 70Q: 3 clusters Score -1.8749e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145737 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -18749078.000000 Penalty: 5926.677246
	Iteration 71Q: 3 clusters Score -1.874908e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146135 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -18749136.000000 Penalty: 5926.677246
	Iteration 72Q: 3 clusters Score -1.874914e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146484 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -18749252.000000 Penalty: 5926.677246
	Iteration 73Q: 3 clusters Score -1.874925e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146789 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -18749264.000000 Penalty: 5926.677246
	Iteration 74Q: 3 clusters Score -1.874926e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147052 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -18749262.000000 Penalty: 5926.677246
	Iteration 75Q: 3 clusters Score -1.874926e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147289 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -18749336.000000 Penalty: 5926.677246
	Iteration 76Q: 3 clusters Score -1.874934e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147503 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -18749376.000000 Penalty: 5926.677246
	Iteration 77Q: 3 clusters Score -1.874938e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147687 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -18749386.000000 Penalty: 5926.677246
	Iteration 78Q: 3 clusters Score -1.874939e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147878 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -18749450.000000 Penalty: 5926.677246
	Iteration 79Q: 3 clusters Score -1.874945e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148047 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -18749504.000000 Penalty: 5926.677246
	Iteration 80F: 3 clusters Score -1.87495e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148210 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -18749522.000000 Penalty: 5926.677246
	Iteration 81Q: 3 clusters Score -1.874952e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148350 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -18749512.000000 Penalty: 5926.677246
	Iteration 82Q: 3 clusters Score -1.874951e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148483 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -18749462.000000 Penalty: 5926.677246
	Iteration 83Q: 3 clusters Score -1.874946e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148587 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -18749488.000000 Penalty: 5926.677246
	Iteration 84Q: 3 clusters Score -1.874949e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148692 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -18749460.000000 Penalty: 5926.677246
	Iteration 85Q: 3 clusters Score -1.874946e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148767 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -18749494.000000 Penalty: 5926.677246
	Iteration 86Q: 3 clusters Score -1.874949e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148843 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -18749488.000000 Penalty: 5926.677246
	Iteration 87Q: 3 clusters Score -1.874949e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148909 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -18749476.000000 Penalty: 5926.677246
	Iteration 88Q: 3 clusters Score -1.874948e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148982 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -18749486.000000 Penalty: 5926.677246
	Iteration 89Q: 3 clusters Score -1.874949e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149033 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -18749504.000000 Penalty: 5926.677246
	Iteration 90Q: 3 clusters Score -1.87495e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149085 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -18749530.000000 Penalty: 5926.677246
	Iteration 91Q: 3 clusters Score -1.874953e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149137 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -18749552.000000 Penalty: 5926.677246
	Iteration 92Q: 3 clusters Score -1.874955e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149183 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -18749550.000000 Penalty: 5926.677246
	Iteration 93Q: 3 clusters Score -1.874955e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149231 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -18749588.000000 Penalty: 5926.677246
	Iteration 94Q: 3 clusters Score -1.874959e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149272 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -18749576.000000 Penalty: 5926.677246
	Iteration 95Q: 3 clusters Score -1.874958e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149307 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -18749590.000000 Penalty: 5926.677246
	Iteration 96Q: 3 clusters Score -1.874959e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149342 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -18749578.000000 Penalty: 5926.677246
	Iteration 97Q: 3 clusters Score -1.874958e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149375 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -18749570.000000 Penalty: 5926.677246
	Iteration 98Q: 3 clusters Score -1.874957e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149406 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -18749584.000000 Penalty: 5926.677246
	Iteration 99Q: 3 clusters Score -1.874958e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149433 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -18749564.000000 Penalty: 5926.677246
	Iteration 100F: 3 clusters Score -1.874956e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149459 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -18749580.000000 Penalty: 5926.677246
	Iteration 101Q: 3 clusters Score -1.874958e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149479 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -18749580.000000 Penalty: 5926.677246
	Iteration 102Q: 3 clusters Score -1.874958e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149503 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -18749586.000000 Penalty: 5926.677246
	Iteration 103Q: 3 clusters Score -1.874959e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149522 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -18749580.000000 Penalty: 5926.677246
	Iteration 104Q: 3 clusters Score -1.874958e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149541 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -18749576.000000 Penalty: 5926.677246
	Iteration 105Q: 3 clusters Score -1.874958e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149556 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -18749584.000000 Penalty: 5926.677246
	Iteration 106Q: 3 clusters Score -1.874958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149566 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -18749596.000000 Penalty: 5926.677246
	Iteration 107Q: 3 clusters Score -1.87496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149570 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -18749588.000000 Penalty: 5926.677246
	Iteration 108Q: 3 clusters Score -1.874959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149574 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -18749586.000000 Penalty: 5926.677246
	Iteration 109Q: 3 clusters Score -1.874959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149581 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -18749572.000000 Penalty: 5926.677246
	Iteration 110Q: 3 clusters Score -1.874957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149588 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -18749574.000000 Penalty: 5926.677246
	Iteration 111Q: 3 clusters Score -1.874957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149597 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -18749578.000000 Penalty: 5926.677246
	Iteration 112Q: 3 clusters Score -1.874958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149603 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -18749590.000000 Penalty: 5926.677246
	Iteration 113Q: 3 clusters Score -1.874959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149611 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -18749582.000000 Penalty: 5926.677246
	Iteration 114Q: 3 clusters Score -1.874958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149618 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -18749588.000000 Penalty: 5926.677246
	Iteration 115Q: 3 clusters Score -1.874959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149624 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -18749564.000000 Penalty: 5926.677246
	Iteration 116Q: 3 clusters Score -1.874956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149635 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -18749578.000000 Penalty: 5926.677246
	Iteration 117Q: 3 clusters Score -1.874958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149640 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -18749568.000000 Penalty: 5926.677246
	Iteration 118Q: 3 clusters Score -1.874957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149648 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -18749566.000000 Penalty: 5926.677246
	Iteration 119Q: 3 clusters Score -1.874957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149660 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -18749572.000000 Penalty: 5926.677246
	Iteration 120F: 3 clusters Score -1.874957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149671 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -18749584.000000 Penalty: 5926.677246
	Iteration 121Q: 3 clusters Score -1.874958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149677 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -18749586.000000 Penalty: 5926.677246
	Iteration 122Q: 3 clusters Score -1.874959e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149690 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -18749594.000000 Penalty: 5926.677246
	Iteration 123Q: 3 clusters Score -1.874959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149700 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -18749612.000000 Penalty: 5926.677246
	Iteration 124Q: 3 clusters Score -1.874961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149707 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -18749614.000000 Penalty: 5926.677246
	Iteration 125Q: 3 clusters Score -1.874961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149714 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -18749614.000000 Penalty: 5926.677246
	Iteration 126Q: 3 clusters Score -1.874961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149720 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -18749622.000000 Penalty: 5926.677246
	Iteration 127Q: 3 clusters Score -1.874962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149722 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -18749616.000000 Penalty: 5926.677246
	Iteration 128Q: 3 clusters Score -1.874962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149725 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -18749632.000000 Penalty: 5926.677246
	Iteration 129Q: 3 clusters Score -1.874963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149727 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -18749632.000000 Penalty: 5926.677246
	Iteration 130Q: 3 clusters Score -1.874963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149727 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -18749628.000000 Penalty: 5926.677246
	Iteration 131Q: 3 clusters Score -1.874963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149730 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -18749638.000000 Penalty: 5926.677246
	Iteration 132Q: 3 clusters Score -1.874964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149730 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -18749638.000000 Penalty: 5926.677246
	Iteration 133F: 3 clusters Score -1.874964e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Entering Unmasked Estep 
Score: -3451807.500000 Penalty: 2557.626709
	Iteration 0F: 2 clusters Score -3451808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -3431045.250000 Penalty: 5115.253418
	Iteration 0F: 3 clusters Score -3431045 nChanged 13666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -3438646.000000 Penalty: 5115.253418
	Iteration 1F: 3 clusters Score -3438646 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -3439275.250000 Penalty: 5115.253418
	Iteration 2F: 3 clusters Score -3439275 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -3439897.250000 Penalty: 5115.253418
	Iteration 3F: 3 clusters Score -3439897 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -3440618.750000 Penalty: 5115.253418
	Iteration 4F: 3 clusters Score -3440619 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -3441560.500000 Penalty: 5115.253418
	Iteration 5F: 3 clusters Score -3441560 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -3442885.000000 Penalty: 5115.253418
	Iteration 6F: 3 clusters Score -3442885 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -3444508.250000 Penalty: 5115.253418
	Iteration 7F: 3 clusters Score -3444508 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3446106.750000 Penalty: 5115.253418
	Iteration 8F: 3 clusters Score -3446107 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -3447429.250000 Penalty: 5115.253418
	Iteration 9F: 3 clusters Score -3447429 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -3448403.500000 Penalty: 5115.253418
	Iteration 10Q: 3 clusters Score -3448404 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -3448998.000000 Penalty: 5115.253418
	Iteration 11Q: 3 clusters Score -3448998 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -3449340.750000 Penalty: 5115.253418
	Iteration 12Q: 3 clusters Score -3449341 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -3449515.500000 Penalty: 5115.253418
	Iteration 13Q: 3 clusters Score -3449516 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -3449655.500000 Penalty: 5115.253418
	Iteration 14Q: 3 clusters Score -3449656 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -3449725.500000 Penalty: 5115.253418
	Iteration 15Q: 3 clusters Score -3449726 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -3449784.250000 Penalty: 5115.253418
	Iteration 16Q: 3 clusters Score -3449784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -3449813.250000 Penalty: 5115.253418
	Iteration 17Q: 3 clusters Score -3449813 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -3449835.500000 Penalty: 5115.253418
	Iteration 18Q: 3 clusters Score -3449836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -3449848.250000 Penalty: 5115.253418
	Iteration 19Q: 3 clusters Score -3449848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -3449854.250000 Penalty: 5115.253418
	Iteration 20F: 3 clusters Score -3449854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -3449864.250000 Penalty: 5115.253418
	Iteration 21Q: 3 clusters Score -3449864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -3449867.000000 Penalty: 5115.253418
	Iteration 22Q: 3 clusters Score -3449867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -3449865.750000 Penalty: 5115.253418
	Iteration 23Q: 3 clusters Score -3449866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -3449868.500000 Penalty: 5115.253418
	Iteration 24Q: 3 clusters Score -3449868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -3449873.250000 Penalty: 5115.253418
	Iteration 25Q: 3 clusters Score -3449873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -3449872.000000 Penalty: 5115.253418
	Iteration 26Q: 3 clusters Score -3449872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -3449874.250000 Penalty: 5115.253418
	Iteration 27Q: 3 clusters Score -3449874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -3449873.250000 Penalty: 5115.253418
	Iteration 28Q: 3 clusters Score -3449873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -3449874.250000 Penalty: 5115.253418
	Iteration 29Q: 3 clusters Score -3449874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -3449873.250000 Penalty: 5115.253418
	Iteration 30Q: 3 clusters Score -3449873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -3449871.000000 Penalty: 5115.253418
	Iteration 31Q: 3 clusters Score -3449871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -3449872.500000 Penalty: 5115.253418
	Iteration 32Q: 3 clusters Score -3449872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -3449875.250000 Penalty: 5115.253418
	Iteration 33Q: 3 clusters Score -3449875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -3449875.250000 Penalty: 5115.253418
	Iteration 34F: 3 clusters Score -3449875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Entering Unmasked Estep 
Score: -1038142.062500 Penalty: 2258.200195
	Iteration 0F: 2 clusters Score -1038142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1031081.250000 Penalty: 4516.400391
	Iteration 0F: 3 clusters Score -1031081 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1033053.937500 Penalty: 4516.400391
	Iteration 1F: 3 clusters Score -1033054 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1033428.062500 Penalty: 4516.400391
	Iteration 2F: 3 clusters Score -1033428 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1033740.812500 Penalty: 4516.400391
	Iteration 3F: 3 clusters Score -1033741 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1034016.562500 Penalty: 4516.400391
	Iteration 4F: 3 clusters Score -1034017 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1034275.812500 Penalty: 4516.400391
	Iteration 5Q: 3 clusters Score -1034276 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1034554.250000 Penalty: 4516.400391
	Iteration 6Q: 3 clusters Score -1034554 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1034836.625000 Penalty: 4516.400391
	Iteration 7Q: 3 clusters Score -1034837 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1035098.375000 Penalty: 4516.400391
	Iteration 8Q: 3 clusters Score -1035098 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1035334.250000 Penalty: 4516.400391
	Iteration 9Q: 3 clusters Score -1035334 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1035533.000000 Penalty: 4516.400391
	Iteration 10Q: 3 clusters Score -1035533 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1035689.437500 Penalty: 4516.400391
	Iteration 11Q: 3 clusters Score -1035689 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1035817.187500 Penalty: 4516.400391
	Iteration 12Q: 3 clusters Score -1035817 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1035910.937500 Penalty: 4516.400391
	Iteration 13Q: 3 clusters Score -1035911 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1035990.250000 Penalty: 4516.400391
	Iteration 14Q: 3 clusters Score -1035990 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1036061.562500 Penalty: 4516.400391
	Iteration 15Q: 3 clusters Score -1036062 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1036106.250000 Penalty: 4516.400391
	Iteration 16Q: 3 clusters Score -1036106 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1036154.250000 Penalty: 4516.400391
	Iteration 17Q: 3 clusters Score -1036154 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1036191.500000 Penalty: 4516.400391
	Iteration 18Q: 3 clusters Score -1036192 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1036228.937500 Penalty: 4516.400391
	Iteration 19Q: 3 clusters Score -1036229 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1036256.062500 Penalty: 4516.400391
	Iteration 20F: 3 clusters Score -1036256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1036271.687500 Penalty: 4516.400391
	Iteration 21Q: 3 clusters Score -1036272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1036279.375000 Penalty: 4516.400391
	Iteration 22Q: 3 clusters Score -1036279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1036285.312500 Penalty: 4516.400391
	Iteration 23Q: 3 clusters Score -1036285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1036290.812500 Penalty: 4516.400391
	Iteration 24Q: 3 clusters Score -1036291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1036293.375000 Penalty: 4516.400391
	Iteration 25Q: 3 clusters Score -1036293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1036304.000000 Penalty: 4516.400391
	Iteration 26Q: 3 clusters Score -1036304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1036308.250000 Penalty: 4516.400391
	Iteration 27Q: 3 clusters Score -1036308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1036311.750000 Penalty: 4516.400391
	Iteration 28Q: 3 clusters Score -1036312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1036320.000000 Penalty: 4516.400391
	Iteration 29Q: 3 clusters Score -1036320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1036327.000000 Penalty: 4516.400391
	Iteration 30Q: 3 clusters Score -1036327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1036335.562500 Penalty: 4516.400391
	Iteration 31Q: 3 clusters Score -1036336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1036339.250000 Penalty: 4516.400391
	Iteration 32Q: 3 clusters Score -1036339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1036336.750000 Penalty: 4516.400391
	Iteration 33Q: 3 clusters Score -1036337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1036341.250000 Penalty: 4516.400391
	Iteration 34Q: 3 clusters Score -1036341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1036340.562500 Penalty: 4516.400391
	Iteration 35Q: 3 clusters Score -1036341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1036340.562500 Penalty: 4516.400391
	Iteration 36F: 3 clusters Score -1036341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (69024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69024 members 
Entering Unmasked Estep 
Score: -8463259.000000 Penalty: 2763.268066
	Iteration 0F: 2 clusters Score -8463259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -8416799.000000 Penalty: 5526.536133
	Iteration 0F: 3 clusters Score -8416799 nChanged 32271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -8435114.000000 Penalty: 5526.536133
	Iteration 1F: 3 clusters Score -8435114 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -8435866.000000 Penalty: 5526.536133
	Iteration 2Q: 3 clusters Score -8435866 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -8436635.000000 Penalty: 5526.536133
	Iteration 3Q: 3 clusters Score -8436635 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -8437710.000000 Penalty: 5526.536133
	Iteration 4Q: 3 clusters Score -8437710 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -8439031.000000 Penalty: 5526.536133
	Iteration 5Q: 3 clusters Score -8439031 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -8440795.000000 Penalty: 5526.536133
	Iteration 6Q: 3 clusters Score -8440795 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -8443134.000000 Penalty: 5526.536133
	Iteration 7F: 3 clusters Score -8443134 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -8446080.000000 Penalty: 5526.536133
	Iteration 8F: 3 clusters Score -8446080 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -8449442.000000 Penalty: 5526.536133
	Iteration 9F: 3 clusters Score -8449442 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 57037 members 
Entering Unmasked Estep 
Score: -8452673.000000 Penalty: 5526.536133
	Iteration 10F: 3 clusters Score -8452673 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 60470 members 
Entering Unmasked Estep 
Score: -8455417.000000 Penalty: 5526.536133
	Iteration 11F: 3 clusters Score -8455417 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 63103 members 
Entering Unmasked Estep 
Score: -8457457.000000 Penalty: 5526.536133
	Iteration 12Q: 3 clusters Score -8457457 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 64944 members 
Entering Unmasked Estep 
Score: -8458803.000000 Penalty: 5526.536133
	Iteration 13Q: 3 clusters Score -8458803 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -8459666.000000 Penalty: 5526.536133
	Iteration 14Q: 3 clusters Score -8459666 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 66834 members 
Entering Unmasked Estep 
Score: -8460117.000000 Penalty: 5526.536133
	Iteration 15Q: 3 clusters Score -8460117 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 67243 members 
Entering Unmasked Estep 
Score: -8460387.000000 Penalty: 5526.536133
	Iteration 16Q: 3 clusters Score -8460387 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 67491 members 
Entering Unmasked Estep 
Score: -8460551.000000 Penalty: 5526.536133
	Iteration 17Q: 3 clusters Score -8460551 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 67663 members 
Entering Unmasked Estep 
Score: -8460655.000000 Penalty: 5526.536133
	Iteration 18Q: 3 clusters Score -8460655 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 67787 members 
Entering Unmasked Estep 
Score: -8460746.000000 Penalty: 5526.536133
	Iteration 19Q: 3 clusters Score -8460746 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 67876 members 
Entering Unmasked Estep 
Score: -8460802.000000 Penalty: 5526.536133
	Iteration 20F: 3 clusters Score -8460802 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 67942 members 
Entering Unmasked Estep 
Score: -8460858.000000 Penalty: 5526.536133
	Iteration 21Q: 3 clusters Score -8460858 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 67995 members 
Entering Unmasked Estep 
Score: -8460886.000000 Penalty: 5526.536133
	Iteration 22Q: 3 clusters Score -8460886 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 68036 members 
Entering Unmasked Estep 
Score: -8460916.000000 Penalty: 5526.536133
	Iteration 23Q: 3 clusters Score -8460916 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 68064 members 
Entering Unmasked Estep 
Score: -8460943.000000 Penalty: 5526.536133
	Iteration 24Q: 3 clusters Score -8460943 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 68088 members 
Entering Unmasked Estep 
Score: -8460990.000000 Penalty: 5526.536133
	Iteration 25Q: 3 clusters Score -8460990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 68112 members 
Entering Unmasked Estep 
Score: -8460998.000000 Penalty: 5526.536133
	Iteration 26Q: 3 clusters Score -8460998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 68124 members 
Entering Unmasked Estep 
Score: -8461015.000000 Penalty: 5526.536133
	Iteration 27Q: 3 clusters Score -8461015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 68137 members 
Entering Unmasked Estep 
Score: -8461024.000000 Penalty: 5526.536133
	Iteration 28Q: 3 clusters Score -8461024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 68142 members 
Entering Unmasked Estep 
Score: -8461029.000000 Penalty: 5526.536133
	Iteration 29Q: 3 clusters Score -8461029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 68149 members 
Entering Unmasked Estep 
Score: -8461043.000000 Penalty: 5526.536133
	Iteration 30Q: 3 clusters Score -8461043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 68157 members 
Entering Unmasked Estep 
Score: -8461037.000000 Penalty: 5526.536133
	Iteration 31Q: 3 clusters Score -8461037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 68164 members 
Entering Unmasked Estep 
Score: -8461047.000000 Penalty: 5526.536133
	Iteration 32Q: 3 clusters Score -8461047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 68172 members 
Entering Unmasked Estep 
Score: -8461050.000000 Penalty: 5526.536133
	Iteration 33Q: 3 clusters Score -8461050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 68176 members 
Entering Unmasked Estep 
Score: -8461050.000000 Penalty: 5526.536133
	Iteration 34Q: 3 clusters Score -8461050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 68179 members 
Entering Unmasked Estep 
Score: -8461049.000000 Penalty: 5526.536133
	Iteration 35Q: 3 clusters Score -8461049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 68180 members 
Entering Unmasked Estep 
Score: -8461053.000000 Penalty: 5526.536133
	Iteration 36Q: 3 clusters Score -8461053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 68179 members 
Entering Unmasked Estep 
Score: -8461051.000000 Penalty: 5526.536133
	Iteration 37Q: 3 clusters Score -8461051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 68178 members 
Entering Unmasked Estep 
Score: -8461049.000000 Penalty: 5526.536133
	Iteration 38Q: 3 clusters Score -8461049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 68179 members 
Entering Unmasked Estep 
Score: -8461048.000000 Penalty: 5526.536133
	Iteration 39Q: 3 clusters Score -8461048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 68179 members 
Entering Unmasked Estep 
Score: -8461048.000000 Penalty: 5526.536133
	Iteration 40F: 3 clusters Score -8461048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Entering Unmasked Estep 
Score: -1178703.250000 Penalty: 2279.533447
	Iteration 0F: 2 clusters Score -1178703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1171171.625000 Penalty: 4559.066895
	Iteration 0F: 3 clusters Score -1171172 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1173335.375000 Penalty: 4559.066895
	Iteration 1F: 3 clusters Score -1173335 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1173722.000000 Penalty: 4559.066895
	Iteration 2F: 3 clusters Score -1173722 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1174031.875000 Penalty: 4559.066895
	Iteration 3F: 3 clusters Score -1174032 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1174335.875000 Penalty: 4559.066895
	Iteration 4F: 3 clusters Score -1174336 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1174614.750000 Penalty: 4559.066895
	Iteration 5Q: 3 clusters Score -1174615 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1174879.875000 Penalty: 4559.066895
	Iteration 6Q: 3 clusters Score -1174880 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1175138.125000 Penalty: 4559.066895
	Iteration 7Q: 3 clusters Score -1175138 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1175430.750000 Penalty: 4559.066895
	Iteration 8Q: 3 clusters Score -1175431 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1175699.750000 Penalty: 4559.066895
	Iteration 9Q: 3 clusters Score -1175700 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1175946.625000 Penalty: 4559.066895
	Iteration 10Q: 3 clusters Score -1175947 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1176165.750000 Penalty: 4559.066895
	Iteration 11Q: 3 clusters Score -1176166 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1176326.000000 Penalty: 4559.066895
	Iteration 12Q: 3 clusters Score -1176326 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1176452.500000 Penalty: 4559.066895
	Iteration 13Q: 3 clusters Score -1176452 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1176554.625000 Penalty: 4559.066895
	Iteration 14Q: 3 clusters Score -1176555 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1176629.375000 Penalty: 4559.066895
	Iteration 15Q: 3 clusters Score -1176629 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1176686.125000 Penalty: 4559.066895
	Iteration 16Q: 3 clusters Score -1176686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1176717.000000 Penalty: 4559.066895
	Iteration 17Q: 3 clusters Score -1176717 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1176745.125000 Penalty: 4559.066895
	Iteration 18Q: 3 clusters Score -1176745 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1176772.250000 Penalty: 4559.066895
	Iteration 19Q: 3 clusters Score -1176772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1176799.125000 Penalty: 4559.066895
	Iteration 20F: 3 clusters Score -1176799 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1176825.750000 Penalty: 4559.066895
	Iteration 21Q: 3 clusters Score -1176826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1176838.250000 Penalty: 4559.066895
	Iteration 22Q: 3 clusters Score -1176838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1176853.250000 Penalty: 4559.066895
	Iteration 23Q: 3 clusters Score -1176853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1176863.875000 Penalty: 4559.066895
	Iteration 24Q: 3 clusters Score -1176864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1176867.625000 Penalty: 4559.066895
	Iteration 25Q: 3 clusters Score -1176868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1176873.375000 Penalty: 4559.066895
	Iteration 26Q: 3 clusters Score -1176873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1176878.125000 Penalty: 4559.066895
	Iteration 27Q: 3 clusters Score -1176878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1176885.250000 Penalty: 4559.066895
	Iteration 28Q: 3 clusters Score -1176885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1176889.375000 Penalty: 4559.066895
	Iteration 29Q: 3 clusters Score -1176889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1176890.000000 Penalty: 4559.066895
	Iteration 30Q: 3 clusters Score -1176890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1176892.875000 Penalty: 4559.066895
	Iteration 31Q: 3 clusters Score -1176893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1176894.375000 Penalty: 4559.066895
	Iteration 32Q: 3 clusters Score -1176894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1176898.125000 Penalty: 4559.066895
	Iteration 33Q: 3 clusters Score -1176898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1176899.000000 Penalty: 4559.066895
	Iteration 34Q: 3 clusters Score -1176899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1176901.875000 Penalty: 4559.066895
	Iteration 35Q: 3 clusters Score -1176902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1176901.625000 Penalty: 4559.066895
	Iteration 36Q: 3 clusters Score -1176902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1176902.000000 Penalty: 4559.066895
	Iteration 37Q: 3 clusters Score -1176902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1176902.750000 Penalty: 4559.066895
	Iteration 38Q: 3 clusters Score -1176903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1176903.750000 Penalty: 4559.066895
	Iteration 39Q: 3 clusters Score -1176904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1176906.750000 Penalty: 4559.066895
	Iteration 40F: 3 clusters Score -1176907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1176906.000000 Penalty: 4559.066895
	Iteration 41Q: 3 clusters Score -1176906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1176906.000000 Penalty: 4559.066895
	Iteration 42F: 3 clusters Score -1176906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Entering Unmasked Estep 
Score: -4698659.000000 Penalty: 2617.679932
	Iteration 0F: 2 clusters Score -4698659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -4672695.500000 Penalty: 5235.359863
	Iteration 0F: 3 clusters Score -4672696 nChanged 17643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -4682597.000000 Penalty: 5235.359863
	Iteration 1F: 3 clusters Score -4682597 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -4683362.500000 Penalty: 5235.359863
	Iteration 2F: 3 clusters Score -4683362 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -4684318.000000 Penalty: 5235.359863
	Iteration 3F: 3 clusters Score -4684318 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -4685725.500000 Penalty: 5235.359863
	Iteration 4F: 3 clusters Score -4685726 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -4687824.000000 Penalty: 5235.359863
	Iteration 5F: 3 clusters Score -4687824 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -4690542.500000 Penalty: 5235.359863
	Iteration 6F: 3 clusters Score -4690542 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -4692835.000000 Penalty: 5235.359863
	Iteration 7F: 3 clusters Score -4692835 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -4694239.000000 Penalty: 5235.359863
	Iteration 8Q: 3 clusters Score -4694239 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -4695059.500000 Penalty: 5235.359863
	Iteration 9Q: 3 clusters Score -4695060 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -4695520.000000 Penalty: 5235.359863
	Iteration 10Q: 3 clusters Score -4695520 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -4695849.000000 Penalty: 5235.359863
	Iteration 11Q: 3 clusters Score -4695849 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -4696046.500000 Penalty: 5235.359863
	Iteration 12Q: 3 clusters Score -4696046 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -4696161.500000 Penalty: 5235.359863
	Iteration 13Q: 3 clusters Score -4696162 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -4696270.500000 Penalty: 5235.359863
	Iteration 14Q: 3 clusters Score -4696270 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -4696356.000000 Penalty: 5235.359863
	Iteration 15Q: 3 clusters Score -4696356 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -4696416.000000 Penalty: 5235.359863
	Iteration 16Q: 3 clusters Score -4696416 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -4696450.500000 Penalty: 5235.359863
	Iteration 17Q: 3 clusters Score -4696450 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -4696510.500000 Penalty: 5235.359863
	Iteration 18Q: 3 clusters Score -4696510 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -4696555.000000 Penalty: 5235.359863
	Iteration 19Q: 3 clusters Score -4696555 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -4696581.500000 Penalty: 5235.359863
	Iteration 20F: 3 clusters Score -4696582 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -4696612.500000 Penalty: 5235.359863
	Iteration 21Q: 3 clusters Score -4696612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -4696630.000000 Penalty: 5235.359863
	Iteration 22Q: 3 clusters Score -4696630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -4696650.000000 Penalty: 5235.359863
	Iteration 23Q: 3 clusters Score -4696650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -4696660.000000 Penalty: 5235.359863
	Iteration 24Q: 3 clusters Score -4696660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -4696676.000000 Penalty: 5235.359863
	Iteration 25Q: 3 clusters Score -4696676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -4696683.000000 Penalty: 5235.359863
	Iteration 26Q: 3 clusters Score -4696683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -4696695.500000 Penalty: 5235.359863
	Iteration 27Q: 3 clusters Score -4696696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -4696698.000000 Penalty: 5235.359863
	Iteration 28Q: 3 clusters Score -4696698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -4696690.500000 Penalty: 5235.359863
	Iteration 29Q: 3 clusters Score -4696690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -4696701.000000 Penalty: 5235.359863
	Iteration 30Q: 3 clusters Score -4696701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -4696703.500000 Penalty: 5235.359863
	Iteration 31Q: 3 clusters Score -4696704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -4696705.500000 Penalty: 5235.359863
	Iteration 32Q: 3 clusters Score -4696706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -4696709.500000 Penalty: 5235.359863
	Iteration 33Q: 3 clusters Score -4696710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -4696712.500000 Penalty: 5235.359863
	Iteration 34Q: 3 clusters Score -4696712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -4696705.000000 Penalty: 5235.359863
	Iteration 35Q: 3 clusters Score -4696705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -4696702.500000 Penalty: 5235.359863
	Iteration 36Q: 3 clusters Score -4696702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -4696704.500000 Penalty: 5235.359863
	Iteration 37Q: 3 clusters Score -4696704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -4696704.500000 Penalty: 5235.359863
	Iteration 38F: 3 clusters Score -4696704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -79574.054688 Penalty: 1624.313354
	Iteration 0F: 2 clusters Score -79574.05 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 359 members 
Entering Unmasked Estep 
Score: -77841.289062 Penalty: 3248.626709
	Iteration 0F: 3 clusters Score -77841.29 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -78085.101562 Penalty: 3248.626709
	Iteration 1F: 3 clusters Score -78085.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -78157.703125 Penalty: 3248.626709
	Iteration 2F: 3 clusters Score -78157.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -78198.890625 Penalty: 3248.626709
	Iteration 3Q: 3 clusters Score -78198.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -78221.789062 Penalty: 3248.626709
	Iteration 4Q: 3 clusters Score -78221.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -78230.617188 Penalty: 3248.626709
	Iteration 5Q: 3 clusters Score -78230.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -78240.882812 Penalty: 3248.626709
	Iteration 6Q: 3 clusters Score -78240.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -78253.062500 Penalty: 3248.626709
	Iteration 7Q: 3 clusters Score -78253.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -78270.007812 Penalty: 3248.626709
	Iteration 8Q: 3 clusters Score -78270.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -78284.953125 Penalty: 3248.626709
	Iteration 9Q: 3 clusters Score -78284.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -78296.609375 Penalty: 3248.626709
	Iteration 10Q: 3 clusters Score -78296.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -78312.382812 Penalty: 3248.626709
	Iteration 11Q: 3 clusters Score -78312.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -78319.429688 Penalty: 3248.626709
	Iteration 12Q: 3 clusters Score -78319.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -78321.351562 Penalty: 3248.626709
	Iteration 13Q: 3 clusters Score -78321.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -78321.351562 Penalty: 3248.626709
	Iteration 14F: 3 clusters Score -78321.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Entering Unmasked Estep 
Score: -3280238.500000 Penalty: 2528.452637
	Iteration 0F: 2 clusters Score -3280238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -3261779.250000 Penalty: 5056.905273
	Iteration 0F: 3 clusters Score -3261779 nChanged 12037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -3268327.250000 Penalty: 5056.905273
	Iteration 1F: 3 clusters Score -3268327 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -3268876.000000 Penalty: 5056.905273
	Iteration 2F: 3 clusters Score -3268876 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -3269390.500000 Penalty: 5056.905273
	Iteration 3Q: 3 clusters Score -3269390 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -3269926.000000 Penalty: 5056.905273
	Iteration 4Q: 3 clusters Score -3269926 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -3270497.750000 Penalty: 5056.905273
	Iteration 5Q: 3 clusters Score -3270498 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -3271137.750000 Penalty: 5056.905273
	Iteration 6Q: 3 clusters Score -3271138 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -3271726.250000 Penalty: 5056.905273
	Iteration 7Q: 3 clusters Score -3271726 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -3272422.750000 Penalty: 5056.905273
	Iteration 8Q: 3 clusters Score -3272423 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -3273216.500000 Penalty: 5056.905273
	Iteration 9Q: 3 clusters Score -3273216 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -3274082.500000 Penalty: 5056.905273
	Iteration 10Q: 3 clusters Score -3274082 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -3274840.000000 Penalty: 5056.905273
	Iteration 11Q: 3 clusters Score -3274840 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -3275557.750000 Penalty: 5056.905273
	Iteration 12Q: 3 clusters Score -3275558 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -3276175.250000 Penalty: 5056.905273
	Iteration 13Q: 3 clusters Score -3276175 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -3276709.750000 Penalty: 5056.905273
	Iteration 14Q: 3 clusters Score -3276710 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -3277090.750000 Penalty: 5056.905273
	Iteration 15Q: 3 clusters Score -3277091 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -3277389.750000 Penalty: 5056.905273
	Iteration 16Q: 3 clusters Score -3277390 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -3277595.250000 Penalty: 5056.905273
	Iteration 17Q: 3 clusters Score -3277595 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -3277769.500000 Penalty: 5056.905273
	Iteration 18Q: 3 clusters Score -3277770 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -3277885.250000 Penalty: 5056.905273
	Iteration 19Q: 3 clusters Score -3277885 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -3277949.000000 Penalty: 5056.905273
	Iteration 20F: 3 clusters Score -3277949 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -3277985.750000 Penalty: 5056.905273
	Iteration 21Q: 3 clusters Score -3277986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -3278017.500000 Penalty: 5056.905273
	Iteration 22Q: 3 clusters Score -3278018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -3278051.750000 Penalty: 5056.905273
	Iteration 23Q: 3 clusters Score -3278052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -3278075.750000 Penalty: 5056.905273
	Iteration 24Q: 3 clusters Score -3278076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -3278097.500000 Penalty: 5056.905273
	Iteration 25Q: 3 clusters Score -3278098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -3278107.250000 Penalty: 5056.905273
	Iteration 26Q: 3 clusters Score -3278107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -3278114.000000 Penalty: 5056.905273
	Iteration 27Q: 3 clusters Score -3278114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -3278112.000000 Penalty: 5056.905273
	Iteration 28Q: 3 clusters Score -3278112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -3278121.500000 Penalty: 5056.905273
	Iteration 29Q: 3 clusters Score -3278122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -3278120.500000 Penalty: 5056.905273
	Iteration 30Q: 3 clusters Score -3278120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -3278124.500000 Penalty: 5056.905273
	Iteration 31Q: 3 clusters Score -3278124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3278122.750000 Penalty: 5056.905273
	Iteration 32Q: 3 clusters Score -3278123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -3278125.000000 Penalty: 5056.905273
	Iteration 33Q: 3 clusters Score -3278125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -3278126.000000 Penalty: 5056.905273
	Iteration 34Q: 3 clusters Score -3278126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -3278129.500000 Penalty: 5056.905273
	Iteration 35Q: 3 clusters Score -3278130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -3278128.000000 Penalty: 5056.905273
	Iteration 36Q: 3 clusters Score -3278128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -3278129.250000 Penalty: 5056.905273
	Iteration 37Q: 3 clusters Score -3278129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -3278129.500000 Penalty: 5056.905273
	Iteration 38Q: 3 clusters Score -3278130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -3278129.500000 Penalty: 5056.905273
	Iteration 39F: 3 clusters Score -3278130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -86717.867188 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -86717.87 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 365 members 
Entering Unmasked Estep 
Score: -84991.664062 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -84991.66 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85212.343750 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -85212.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85273.671875 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -85273.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -85297.921875 Penalty: 3290.778320
	Iteration 3Q: 3 clusters Score -85297.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -85310.367188 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -85310.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85325.765625 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -85325.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85338.757812 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -85338.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85349.617188 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -85349.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85354.156250 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -85354.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85357.312500 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -85357.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85359.703125 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -85359.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85361.187500 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -85361.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -85362.046875 Penalty: 3290.778320
	Iteration 12Q: 3 clusters Score -85362.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -85362.046875 Penalty: 3290.778320
	Iteration 13F: 3 clusters Score -85362.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Entering Unmasked Estep 
Score: -1519309.000000 Penalty: 2353.411377
	Iteration 0F: 2 clusters Score -1519309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1509580.375000 Penalty: 4706.822754
	Iteration 0F: 3 clusters Score -1509580 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1512651.500000 Penalty: 4706.822754
	Iteration 1F: 3 clusters Score -1512652 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1513031.750000 Penalty: 4706.822754
	Iteration 2F: 3 clusters Score -1513032 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1513359.125000 Penalty: 4706.822754
	Iteration 3F: 3 clusters Score -1513359 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1513668.125000 Penalty: 4706.822754
	Iteration 4Q: 3 clusters Score -1513668 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1513922.375000 Penalty: 4706.822754
	Iteration 5Q: 3 clusters Score -1513922 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1514172.625000 Penalty: 4706.822754
	Iteration 6Q: 3 clusters Score -1514173 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1514417.250000 Penalty: 4706.822754
	Iteration 7Q: 3 clusters Score -1514417 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1514681.625000 Penalty: 4706.822754
	Iteration 8Q: 3 clusters Score -1514682 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1514947.875000 Penalty: 4706.822754
	Iteration 9Q: 3 clusters Score -1514948 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1515209.875000 Penalty: 4706.822754
	Iteration 10Q: 3 clusters Score -1515210 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1515480.625000 Penalty: 4706.822754
	Iteration 11Q: 3 clusters Score -1515481 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1515758.000000 Penalty: 4706.822754
	Iteration 12Q: 3 clusters Score -1515758 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1515997.750000 Penalty: 4706.822754
	Iteration 13Q: 3 clusters Score -1515998 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1516241.625000 Penalty: 4706.822754
	Iteration 14Q: 3 clusters Score -1516242 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1516490.125000 Penalty: 4706.822754
	Iteration 15Q: 3 clusters Score -1516490 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1516773.875000 Penalty: 4706.822754
	Iteration 16Q: 3 clusters Score -1516774 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1517058.250000 Penalty: 4706.822754
	Iteration 17Q: 3 clusters Score -1517058 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1517295.750000 Penalty: 4706.822754
	Iteration 18Q: 3 clusters Score -1517296 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1517456.750000 Penalty: 4706.822754
	Iteration 19Q: 3 clusters Score -1517457 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1517534.000000 Penalty: 4706.822754
	Iteration 20F: 3 clusters Score -1517534 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1517573.875000 Penalty: 4706.822754
	Iteration 21Q: 3 clusters Score -1517574 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1517598.500000 Penalty: 4706.822754
	Iteration 22Q: 3 clusters Score -1517598 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1517613.875000 Penalty: 4706.822754
	Iteration 23Q: 3 clusters Score -1517614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1517620.125000 Penalty: 4706.822754
	Iteration 24Q: 3 clusters Score -1517620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1517629.875000 Penalty: 4706.822754
	Iteration 25Q: 3 clusters Score -1517630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1517638.250000 Penalty: 4706.822754
	Iteration 26Q: 3 clusters Score -1517638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1517647.125000 Penalty: 4706.822754
	Iteration 27Q: 3 clusters Score -1517647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1517653.250000 Penalty: 4706.822754
	Iteration 28Q: 3 clusters Score -1517653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1517657.500000 Penalty: 4706.822754
	Iteration 29Q: 3 clusters Score -1517658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1517660.125000 Penalty: 4706.822754
	Iteration 30Q: 3 clusters Score -1517660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1517658.375000 Penalty: 4706.822754
	Iteration 31Q: 3 clusters Score -1517658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1517662.625000 Penalty: 4706.822754
	Iteration 32Q: 3 clusters Score -1517663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1517667.375000 Penalty: 4706.822754
	Iteration 33Q: 3 clusters Score -1517667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1517669.000000 Penalty: 4706.822754
	Iteration 34Q: 3 clusters Score -1517669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1517668.375000 Penalty: 4706.822754
	Iteration 35Q: 3 clusters Score -1517668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1517669.875000 Penalty: 4706.822754
	Iteration 36Q: 3 clusters Score -1517670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1517670.625000 Penalty: 4706.822754
	Iteration 37Q: 3 clusters Score -1517671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1517669.875000 Penalty: 4706.822754
	Iteration 38Q: 3 clusters Score -1517670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1517669.875000 Penalty: 4706.822754
	Iteration 39F: 3 clusters Score -1517670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -25349.691406 Penalty: 1375.203979
	Iteration 0F: 2 clusters Score -25349.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24162.335938 Penalty: 2750.407959
	Iteration 0F: 3 clusters Score -24162.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24264.160156 Penalty: 2750.407959
	Iteration 1F: 3 clusters Score -24264.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24293.464844 Penalty: 2750.407959
	Iteration 2Q: 3 clusters Score -24293.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24302.623047 Penalty: 2750.407959
	Iteration 3Q: 3 clusters Score -24302.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24310.037109 Penalty: 2750.407959
	Iteration 4Q: 3 clusters Score -24310.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24317.261719 Penalty: 2750.407959
	Iteration 5Q: 3 clusters Score -24317.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24317.261719 Penalty: 2750.407959
	Iteration 6F: 3 clusters Score -24317.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Entering Unmasked Estep 
Score: -101711.531250 Penalty: 1690.822021
	Iteration 0F: 2 clusters Score -101711.5 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 455 members 
Entering Unmasked Estep 
Score: -99872.343750 Penalty: 3381.644043
	Iteration 0F: 3 clusters Score -99872.34 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -100190.039062 Penalty: 3381.644043
	Iteration 1F: 3 clusters Score -100190 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -100341.554688 Penalty: 3381.644043
	Iteration 2F: 3 clusters Score -100341.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -100430.484375 Penalty: 3381.644043
	Iteration 3Q: 3 clusters Score -100430.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -100521.046875 Penalty: 3381.644043
	Iteration 4Q: 3 clusters Score -100521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -100579.343750 Penalty: 3381.644043
	Iteration 5Q: 3 clusters Score -100579.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -100616.140625 Penalty: 3381.644043
	Iteration 6Q: 3 clusters Score -100616.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -100646.164062 Penalty: 3381.644043
	Iteration 7Q: 3 clusters Score -100646.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -100673.242188 Penalty: 3381.644043
	Iteration 8Q: 3 clusters Score -100673.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -100702.203125 Penalty: 3381.644043
	Iteration 9Q: 3 clusters Score -100702.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -100719.906250 Penalty: 3381.644043
	Iteration 10Q: 3 clusters Score -100719.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -100725.281250 Penalty: 3381.644043
	Iteration 11Q: 3 clusters Score -100725.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -100738.953125 Penalty: 3381.644043
	Iteration 12Q: 3 clusters Score -100739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -100747.164062 Penalty: 3381.644043
	Iteration 13Q: 3 clusters Score -100747.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -100753.054688 Penalty: 3381.644043
	Iteration 14Q: 3 clusters Score -100753.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -100757.296875 Penalty: 3381.644043
	Iteration 15Q: 3 clusters Score -100757.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -100761.492188 Penalty: 3381.644043
	Iteration 16Q: 3 clusters Score -100761.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -100764.750000 Penalty: 3381.644043
	Iteration 17Q: 3 clusters Score -100764.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -100772.023438 Penalty: 3381.644043
	Iteration 18Q: 3 clusters Score -100772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -100775.281250 Penalty: 3381.644043
	Iteration 19Q: 3 clusters Score -100775.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -100776.421875 Penalty: 3381.644043
	Iteration 20F: 3 clusters Score -100776.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (238203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238203 members 
Entering Unmasked Estep 
Score: -29159614.000000 Penalty: 3070.457764
	Iteration 0F: 2 clusters Score -2.915961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119435 members 
Mstep: Class 2 contains 118768 members 
Entering Unmasked Estep 
Score: -29015290.000000 Penalty: 6140.915527
	Iteration 0F: 3 clusters Score -2.901529e+07 nChanged 114767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124364 members 
Mstep: Class 2 contains 113839 members 
Entering Unmasked Estep 
Score: -29082648.000000 Penalty: 6140.915527
	Iteration 1F: 3 clusters Score -2.908265e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127462 members 
Mstep: Class 2 contains 110741 members 
Entering Unmasked Estep 
Score: -29083986.000000 Penalty: 6140.915527
	Iteration 2Q: 3 clusters Score -2.908399e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132345 members 
Mstep: Class 2 contains 105858 members 
Entering Unmasked Estep 
Score: -29085752.000000 Penalty: 6140.915527
	Iteration 3Q: 3 clusters Score -2.908575e+07 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139939 members 
Mstep: Class 2 contains 98264 members 
Entering Unmasked Estep 
Score: -29088750.000000 Penalty: 6140.915527
	Iteration 4Q: 3 clusters Score -2.908875e+07 nChanged 12234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151603 members 
Mstep: Class 2 contains 86600 members 
Entering Unmasked Estep 
Score: -29095176.000000 Penalty: 6140.915527
	Iteration 5F: 3 clusters Score -2.909518e+07 nChanged 16741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168112 members 
Mstep: Class 2 contains 70091 members 
Entering Unmasked Estep 
Score: -29105534.000000 Penalty: 6140.915527
	Iteration 6F: 3 clusters Score -2.910553e+07 nChanged 20706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188682 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -29119272.000000 Penalty: 6140.915527
	Iteration 7F: 3 clusters Score -2.911927e+07 nChanged 20073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208625 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -29133556.000000 Penalty: 6140.915527
	Iteration 8F: 3 clusters Score -2.913356e+07 nChanged 14762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223351 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -29144154.000000 Penalty: 6140.915527
	Iteration 9F: 3 clusters Score -2.914415e+07 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231551 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -29150902.000000 Penalty: 6140.915527
	Iteration 10Q: 3 clusters Score -2.91509e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235299 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -29154174.000000 Penalty: 6140.915527
	Iteration 11Q: 3 clusters Score -2.915417e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236786 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -29155572.000000 Penalty: 6140.915527
	Iteration 12Q: 3 clusters Score -2.915557e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237324 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -29156264.000000 Penalty: 6140.915527
	Iteration 13Q: 3 clusters Score -2.915626e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237522 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -29156518.000000 Penalty: 6140.915527
	Iteration 14Q: 3 clusters Score -2.915652e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237605 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -29156678.000000 Penalty: 6140.915527
	Iteration 15Q: 3 clusters Score -2.915668e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237650 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -29156766.000000 Penalty: 6140.915527
	Iteration 16Q: 3 clusters Score -2.915677e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237667 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -29156798.000000 Penalty: 6140.915527
	Iteration 17Q: 3 clusters Score -2.91568e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237685 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -29156830.000000 Penalty: 6140.915527
	Iteration 18Q: 3 clusters Score -2.915683e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237700 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -29156836.000000 Penalty: 6140.915527
	Iteration 19Q: 3 clusters Score -2.915684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237710 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -29156854.000000 Penalty: 6140.915527
	Iteration 20F: 3 clusters Score -2.915685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237713 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -29156840.000000 Penalty: 6140.915527
	Iteration 21Q: 3 clusters Score -2.915684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237713 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -29156838.000000 Penalty: 6140.915527
	Iteration 22Q: 3 clusters Score -2.915684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237717 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -29156848.000000 Penalty: 6140.915527
	Iteration 23Q: 3 clusters Score -2.915685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237720 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -29156866.000000 Penalty: 6140.915527
	Iteration 24Q: 3 clusters Score -2.915687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237726 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -29156878.000000 Penalty: 6140.915527
	Iteration 25Q: 3 clusters Score -2.915688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237726 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -29156894.000000 Penalty: 6140.915527
	Iteration 26Q: 3 clusters Score -2.915689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237728 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -29156900.000000 Penalty: 6140.915527
	Iteration 27Q: 3 clusters Score -2.91569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237730 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -29156888.000000 Penalty: 6140.915527
	Iteration 28Q: 3 clusters Score -2.915689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237729 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -29156890.000000 Penalty: 6140.915527
	Iteration 29Q: 3 clusters Score -2.915689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237728 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -29156896.000000 Penalty: 6140.915527
	Iteration 30Q: 3 clusters Score -2.91569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237729 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -29156894.000000 Penalty: 6140.915527
	Iteration 31Q: 3 clusters Score -2.915689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237730 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -29156902.000000 Penalty: 6140.915527
	Iteration 32Q: 3 clusters Score -2.91569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237732 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -29156914.000000 Penalty: 6140.915527
	Iteration 33Q: 3 clusters Score -2.915691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237734 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -29156924.000000 Penalty: 6140.915527
	Iteration 34Q: 3 clusters Score -2.915692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237734 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -29156924.000000 Penalty: 6140.915527
	Iteration 35F: 3 clusters Score -2.915692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55547 members 
Mstep: Class 2 contains 21705 members 
Mstep: Class 3 contains 17454 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98924 members 
Mstep: Class 6 contains 126453 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19910 members 
Mstep: Class 9 contains 42483 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35633 members 
Mstep: Class 13 contains 229898 members 
Mstep: Class 14 contains 32977 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154654 members 
Mstep: Class 17 contains 30122 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69024 members 
Mstep: Class 20 contains 9815 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26779 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13221 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476736.000000 Penalty: 97929.023438
Iteration 239Q: 29 clusters Score -1.584767e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 21707 members 
Mstep: Class 3 contains 17454 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98924 members 
Mstep: Class 6 contains 126453 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19930 members 
Mstep: Class 9 contains 42483 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35628 members 
Mstep: Class 13 contains 229898 members 
Mstep: Class 14 contains 32978 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154654 members 
Mstep: Class 17 contains 30122 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69021 members 
Mstep: Class 20 contains 9815 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26779 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13220 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476688.000000 Penalty: 97929.023438
Iteration 240F: 29 clusters Score -1.584767e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55547 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17454 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98924 members 
Mstep: Class 6 contains 126453 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19949 members 
Mstep: Class 9 contains 42484 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35621 members 
Mstep: Class 13 contains 229897 members 
Mstep: Class 14 contains 32979 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154654 members 
Mstep: Class 17 contains 30122 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69020 members 
Mstep: Class 20 contains 9816 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26779 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13220 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476752.000000 Penalty: 97929.023438
Iteration 241Q: 29 clusters Score -1.584768e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17454 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98924 members 
Mstep: Class 6 contains 126453 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19967 members 
Mstep: Class 9 contains 42485 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35616 members 
Mstep: Class 13 contains 229898 members 
Mstep: Class 14 contains 32979 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154654 members 
Mstep: Class 17 contains 30122 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69018 members 
Mstep: Class 20 contains 9816 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26778 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13220 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476848.000000 Penalty: 97929.023438
Iteration 242Q: 29 clusters Score -1.584768e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17454 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98924 members 
Mstep: Class 6 contains 126453 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19981 members 
Mstep: Class 9 contains 42486 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35613 members 
Mstep: Class 13 contains 229896 members 
Mstep: Class 14 contains 32979 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154654 members 
Mstep: Class 17 contains 30122 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69018 members 
Mstep: Class 20 contains 9816 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26778 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13220 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476736.000000 Penalty: 97929.023438
Iteration 243Q: 29 clusters Score -1.584767e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17454 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98924 members 
Mstep: Class 6 contains 126452 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19990 members 
Mstep: Class 9 contains 42485 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35612 members 
Mstep: Class 13 contains 229896 members 
Mstep: Class 14 contains 32979 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154654 members 
Mstep: Class 17 contains 30122 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69018 members 
Mstep: Class 20 contains 9815 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26778 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13220 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476768.000000 Penalty: 97929.023438
Iteration 244Q: 29 clusters Score -1.584768e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17454 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98924 members 
Mstep: Class 6 contains 126452 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 19995 members 
Mstep: Class 9 contains 42486 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35610 members 
Mstep: Class 13 contains 229895 members 
Mstep: Class 14 contains 32977 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154653 members 
Mstep: Class 17 contains 30122 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69019 members 
Mstep: Class 20 contains 9815 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26778 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13220 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476688.000000 Penalty: 97929.023438
Iteration 245Q: 29 clusters Score -1.584767e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17454 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98924 members 
Mstep: Class 6 contains 126451 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20002 members 
Mstep: Class 9 contains 42486 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35610 members 
Mstep: Class 13 contains 229895 members 
Mstep: Class 14 contains 32975 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154654 members 
Mstep: Class 17 contains 30122 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69019 members 
Mstep: Class 20 contains 9815 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26778 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13220 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476672.000000 Penalty: 97929.023438
Iteration 246Q: 29 clusters Score -1.584767e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17454 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98924 members 
Mstep: Class 6 contains 126450 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20010 members 
Mstep: Class 9 contains 42486 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35610 members 
Mstep: Class 13 contains 229894 members 
Mstep: Class 14 contains 32974 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154654 members 
Mstep: Class 17 contains 30122 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69019 members 
Mstep: Class 20 contains 9815 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26778 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13220 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476688.000000 Penalty: 97929.023438
Iteration 247Q: 29 clusters Score -1.584767e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17454 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98924 members 
Mstep: Class 6 contains 126450 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20019 members 
Mstep: Class 9 contains 42487 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35610 members 
Mstep: Class 13 contains 229893 members 
Mstep: Class 14 contains 32973 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154654 members 
Mstep: Class 17 contains 30122 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69019 members 
Mstep: Class 20 contains 9814 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26778 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13219 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476672.000000 Penalty: 97929.023438
Iteration 248Q: 29 clusters Score -1.584767e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17454 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98925 members 
Mstep: Class 6 contains 126450 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20029 members 
Mstep: Class 9 contains 42488 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35609 members 
Mstep: Class 13 contains 229893 members 
Mstep: Class 14 contains 32972 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154654 members 
Mstep: Class 17 contains 30122 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69016 members 
Mstep: Class 20 contains 9814 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26778 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13219 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476656.000000 Penalty: 97929.023438
Iteration 249Q: 29 clusters Score -1.584767e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17454 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98925 members 
Mstep: Class 6 contains 126450 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20039 members 
Mstep: Class 9 contains 42486 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35609 members 
Mstep: Class 13 contains 229893 members 
Mstep: Class 14 contains 32971 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154654 members 
Mstep: Class 17 contains 30123 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69016 members 
Mstep: Class 20 contains 9814 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26778 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13219 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476624.000000 Penalty: 97929.023438
Iteration 250Q: 29 clusters Score -1.584766e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17454 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98925 members 
Mstep: Class 6 contains 126449 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20047 members 
Mstep: Class 9 contains 42486 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35609 members 
Mstep: Class 13 contains 229892 members 
Mstep: Class 14 contains 32971 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154654 members 
Mstep: Class 17 contains 30124 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69016 members 
Mstep: Class 20 contains 9814 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26778 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13219 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476704.000000 Penalty: 97929.023438
Iteration 251Q: 29 clusters Score -1.584767e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17454 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98925 members 
Mstep: Class 6 contains 126449 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20053 members 
Mstep: Class 9 contains 42486 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35610 members 
Mstep: Class 13 contains 229889 members 
Mstep: Class 14 contains 32970 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154654 members 
Mstep: Class 17 contains 30125 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69014 members 
Mstep: Class 20 contains 9814 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26778 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13219 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476704.000000 Penalty: 97929.023438
Iteration 252Q: 29 clusters Score -1.584767e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 21706 members 
Mstep: Class 3 contains 17454 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98925 members 
Mstep: Class 6 contains 126449 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20057 members 
Mstep: Class 9 contains 42486 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35610 members 
Mstep: Class 13 contains 229888 members 
Mstep: Class 14 contains 32969 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154654 members 
Mstep: Class 17 contains 30125 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69016 members 
Mstep: Class 20 contains 9814 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26778 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13219 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476688.000000 Penalty: 97929.023438
Iteration 253Q: 29 clusters Score -1.584767e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 21706 members 
Mstep: Class 3 contains 17454 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98925 members 
Mstep: Class 6 contains 126452 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20068 members 
Mstep: Class 9 contains 42482 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35608 members 
Mstep: Class 13 contains 229886 members 
Mstep: Class 14 contains 32968 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154653 members 
Mstep: Class 17 contains 30125 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 69018 members 
Mstep: Class 20 contains 9814 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26778 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13219 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476736.000000 Penalty: 97929.023438
Iteration 254Q: 29 clusters Score -1.584767e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 21707 members 
Mstep: Class 3 contains 17453 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98925 members 
Mstep: Class 6 contains 126452 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20078 members 
Mstep: Class 9 contains 42482 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35605 members 
Mstep: Class 13 contains 229885 members 
Mstep: Class 14 contains 32963 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154652 members 
Mstep: Class 17 contains 30124 members 
Mstep: Class 18 contains 9007 members 
Mstep: Class 19 contains 69019 members 
Mstep: Class 20 contains 9814 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26779 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13218 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476688.000000 Penalty: 97929.023438
Iteration 255Q: 29 clusters Score -1.584767e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 21707 members 
Mstep: Class 3 contains 17453 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98925 members 
Mstep: Class 6 contains 126452 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20084 members 
Mstep: Class 9 contains 42482 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35599 members 
Mstep: Class 13 contains 229885 members 
Mstep: Class 14 contains 32959 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154652 members 
Mstep: Class 17 contains 30123 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 69025 members 
Mstep: Class 20 contains 9814 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26779 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13218 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476704.000000 Penalty: 97929.023438
Iteration 256Q: 29 clusters Score -1.584767e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 21707 members 
Mstep: Class 3 contains 17453 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98926 members 
Mstep: Class 6 contains 126452 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20093 members 
Mstep: Class 9 contains 42483 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35592 members 
Mstep: Class 13 contains 229884 members 
Mstep: Class 14 contains 32959 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154650 members 
Mstep: Class 17 contains 30122 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 69027 members 
Mstep: Class 20 contains 9814 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26778 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13218 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476720.000000 Penalty: 97929.023438
Iteration 257Q: 29 clusters Score -1.584767e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 21707 members 
Mstep: Class 3 contains 17453 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98926 members 
Mstep: Class 6 contains 126452 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20098 members 
Mstep: Class 9 contains 42486 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35591 members 
Mstep: Class 13 contains 229882 members 
Mstep: Class 14 contains 32956 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154649 members 
Mstep: Class 17 contains 30122 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 69030 members 
Mstep: Class 20 contains 9814 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26778 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476688.000000 Penalty: 97929.023438
Iteration 258Q: 29 clusters Score -1.584767e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 21707 members 
Mstep: Class 3 contains 17453 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98926 members 
Mstep: Class 6 contains 126452 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20100 members 
Mstep: Class 9 contains 42485 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35591 members 
Mstep: Class 13 contains 229880 members 
Mstep: Class 14 contains 32955 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154648 members 
Mstep: Class 17 contains 30122 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 69032 members 
Mstep: Class 20 contains 9814 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26778 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476688.000000 Penalty: 97929.023438
Iteration 259Q: 29 clusters Score -1.584767e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 21707 members 
Mstep: Class 3 contains 17453 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98926 members 
Mstep: Class 6 contains 126451 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20102 members 
Mstep: Class 9 contains 42485 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35588 members 
Mstep: Class 13 contains 229879 members 
Mstep: Class 14 contains 32952 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154648 members 
Mstep: Class 17 contains 30122 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 69032 members 
Mstep: Class 20 contains 9815 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26778 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476640.000000 Penalty: 97929.023438
Iteration 260F: 29 clusters Score -1.584766e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 21707 members 
Mstep: Class 3 contains 17453 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98926 members 
Mstep: Class 6 contains 126451 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20106 members 
Mstep: Class 9 contains 42487 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35586 members 
Mstep: Class 13 contains 229878 members 
Mstep: Class 14 contains 32949 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154647 members 
Mstep: Class 17 contains 30122 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 69033 members 
Mstep: Class 20 contains 9817 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26778 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476640.000000 Penalty: 97929.023438
Iteration 261Q: 29 clusters Score -1.584766e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17453 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98927 members 
Mstep: Class 6 contains 126451 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20111 members 
Mstep: Class 9 contains 42488 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35584 members 
Mstep: Class 13 contains 229877 members 
Mstep: Class 14 contains 32949 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154645 members 
Mstep: Class 17 contains 30122 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 69033 members 
Mstep: Class 20 contains 9817 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26778 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476528.000000 Penalty: 97929.023438
Iteration 262Q: 29 clusters Score -1.584765e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17453 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98928 members 
Mstep: Class 6 contains 126451 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20117 members 
Mstep: Class 9 contains 42487 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35583 members 
Mstep: Class 13 contains 229877 members 
Mstep: Class 14 contains 32948 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154644 members 
Mstep: Class 17 contains 30122 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 69032 members 
Mstep: Class 20 contains 9817 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26778 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476560.000000 Penalty: 97929.023438
Iteration 263Q: 29 clusters Score -1.584766e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17453 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98928 members 
Mstep: Class 6 contains 126450 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20119 members 
Mstep: Class 9 contains 42487 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35581 members 
Mstep: Class 13 contains 229877 members 
Mstep: Class 14 contains 32948 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154644 members 
Mstep: Class 17 contains 30123 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 69032 members 
Mstep: Class 20 contains 9817 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26777 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476560.000000 Penalty: 97929.023438
Iteration 264Q: 29 clusters Score -1.584766e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17453 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98928 members 
Mstep: Class 6 contains 126449 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20121 members 
Mstep: Class 9 contains 42488 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35575 members 
Mstep: Class 13 contains 229876 members 
Mstep: Class 14 contains 32948 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154643 members 
Mstep: Class 17 contains 30125 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 69032 members 
Mstep: Class 20 contains 9817 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26777 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476576.000000 Penalty: 97929.023438
Iteration 265Q: 29 clusters Score -1.584766e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17453 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98928 members 
Mstep: Class 6 contains 126449 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20126 members 
Mstep: Class 9 contains 42489 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35568 members 
Mstep: Class 13 contains 229877 members 
Mstep: Class 14 contains 32947 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154643 members 
Mstep: Class 17 contains 30125 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 69031 members 
Mstep: Class 20 contains 9817 members 
Mstep: Class 21 contains 38374 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26777 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476704.000000 Penalty: 97929.023438
Iteration 266Q: 29 clusters Score -1.584767e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17454 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98928 members 
Mstep: Class 6 contains 126448 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20129 members 
Mstep: Class 9 contains 42489 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35562 members 
Mstep: Class 13 contains 229876 members 
Mstep: Class 14 contains 32948 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154643 members 
Mstep: Class 17 contains 30125 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 69032 members 
Mstep: Class 20 contains 9817 members 
Mstep: Class 21 contains 38374 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26777 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476672.000000 Penalty: 97929.023438
Iteration 267Q: 29 clusters Score -1.584767e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17455 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98928 members 
Mstep: Class 6 contains 126448 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20129 members 
Mstep: Class 9 contains 42487 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35558 members 
Mstep: Class 13 contains 229876 members 
Mstep: Class 14 contains 32948 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154643 members 
Mstep: Class 17 contains 30125 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 69033 members 
Mstep: Class 20 contains 9817 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26777 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476736.000000 Penalty: 97929.023438
Iteration 268Q: 29 clusters Score -1.584767e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17455 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98928 members 
Mstep: Class 6 contains 126448 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20131 members 
Mstep: Class 9 contains 42487 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35554 members 
Mstep: Class 13 contains 229876 members 
Mstep: Class 14 contains 32948 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154643 members 
Mstep: Class 17 contains 30126 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 69033 members 
Mstep: Class 20 contains 9816 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26777 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476640.000000 Penalty: 97929.023438
Iteration 269Q: 29 clusters Score -1.584766e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17455 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98928 members 
Mstep: Class 6 contains 126448 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20131 members 
Mstep: Class 9 contains 42487 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35548 members 
Mstep: Class 13 contains 229878 members 
Mstep: Class 14 contains 32948 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154643 members 
Mstep: Class 17 contains 30127 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 69032 members 
Mstep: Class 20 contains 9817 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26777 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13216 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476720.000000 Penalty: 97929.023438
Iteration 270Q: 29 clusters Score -1.584767e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17455 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98928 members 
Mstep: Class 6 contains 126448 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20133 members 
Mstep: Class 9 contains 42488 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35540 members 
Mstep: Class 13 contains 229877 members 
Mstep: Class 14 contains 32948 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154643 members 
Mstep: Class 17 contains 30127 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 69033 members 
Mstep: Class 20 contains 9817 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26777 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476672.000000 Penalty: 97929.023438
Iteration 271Q: 29 clusters Score -1.584767e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17455 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98928 members 
Mstep: Class 6 contains 126448 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20135 members 
Mstep: Class 9 contains 42489 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35533 members 
Mstep: Class 13 contains 229877 members 
Mstep: Class 14 contains 32947 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154643 members 
Mstep: Class 17 contains 30127 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 69034 members 
Mstep: Class 20 contains 9817 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26777 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476576.000000 Penalty: 97929.023438
Iteration 272Q: 29 clusters Score -1.584766e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17455 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98928 members 
Mstep: Class 6 contains 126449 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20137 members 
Mstep: Class 9 contains 42489 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35530 members 
Mstep: Class 13 contains 229877 members 
Mstep: Class 14 contains 32946 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154643 members 
Mstep: Class 17 contains 30127 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 69035 members 
Mstep: Class 20 contains 9817 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26777 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476656.000000 Penalty: 97929.023438
Iteration 273Q: 29 clusters Score -1.584767e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17455 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98928 members 
Mstep: Class 6 contains 126448 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20141 members 
Mstep: Class 9 contains 42489 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35529 members 
Mstep: Class 13 contains 229878 members 
Mstep: Class 14 contains 32944 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154643 members 
Mstep: Class 17 contains 30127 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 69035 members 
Mstep: Class 20 contains 9817 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26777 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476704.000000 Penalty: 97929.023438
Iteration 274Q: 29 clusters Score -1.584767e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17455 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98928 members 
Mstep: Class 6 contains 126448 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20145 members 
Mstep: Class 9 contains 42489 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35529 members 
Mstep: Class 13 contains 229878 members 
Mstep: Class 14 contains 32944 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154643 members 
Mstep: Class 17 contains 30127 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 69036 members 
Mstep: Class 20 contains 9817 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26777 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476640.000000 Penalty: 97929.023438
Iteration 275Q: 29 clusters Score -1.584766e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17455 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98928 members 
Mstep: Class 6 contains 126448 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20151 members 
Mstep: Class 9 contains 42488 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35528 members 
Mstep: Class 13 contains 229878 members 
Mstep: Class 14 contains 32944 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154643 members 
Mstep: Class 17 contains 30127 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 69037 members 
Mstep: Class 20 contains 9817 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26777 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476656.000000 Penalty: 97929.023438
Iteration 276Q: 29 clusters Score -1.584767e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 17455 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98928 members 
Mstep: Class 6 contains 126448 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20153 members 
Mstep: Class 9 contains 42487 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35528 members 
Mstep: Class 13 contains 229875 members 
Mstep: Class 14 contains 32943 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154643 members 
Mstep: Class 17 contains 30127 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 69038 members 
Mstep: Class 20 contains 9817 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26778 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476736.000000 Penalty: 97929.023438
Iteration 277Q: 29 clusters Score -1.584767e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 21707 members 
Mstep: Class 3 contains 17455 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98928 members 
Mstep: Class 6 contains 126448 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20158 members 
Mstep: Class 9 contains 42488 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35528 members 
Mstep: Class 13 contains 229874 members 
Mstep: Class 14 contains 32942 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154642 members 
Mstep: Class 17 contains 30127 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 69039 members 
Mstep: Class 20 contains 9817 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26778 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476784.000000 Penalty: 97929.023438
Iteration 278Q: 29 clusters Score -1.584768e+08 nChanged 6
Entering ConstructFrom: 
Score: -158476784.000000 Penalty: 97929.023438
Entering ConstructFrom: 
Trying to split cluster 1 (55546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55546 members 
Entering Unmasked Estep 
Score: -6652050.500000 Penalty: 2709.391846
	Iteration 0F: 2 clusters Score -6652050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -6614760.500000 Penalty: 5418.783691
	Iteration 0F: 3 clusters Score -6614760 nChanged 25735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -6629324.000000 Penalty: 5418.783691
	Iteration 1F: 3 clusters Score -6629324 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -6630138.500000 Penalty: 5418.783691
	Iteration 2Q: 3 clusters Score -6630138 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -6630894.000000 Penalty: 5418.783691
	Iteration 3Q: 3 clusters Score -6630894 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -6631669.000000 Penalty: 5418.783691
	Iteration 4Q: 3 clusters Score -6631669 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -6632390.500000 Penalty: 5418.783691
	Iteration 5Q: 3 clusters Score -6632390 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -6633071.500000 Penalty: 5418.783691
	Iteration 6Q: 3 clusters Score -6633072 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -6633770.000000 Penalty: 5418.783691
	Iteration 7Q: 3 clusters Score -6633770 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -6634483.500000 Penalty: 5418.783691
	Iteration 8Q: 3 clusters Score -6634484 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -6635176.000000 Penalty: 5418.783691
	Iteration 9Q: 3 clusters Score -6635176 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -6635886.500000 Penalty: 5418.783691
	Iteration 10Q: 3 clusters Score -6635886 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -6636618.500000 Penalty: 5418.783691
	Iteration 11Q: 3 clusters Score -6636618 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -6637524.500000 Penalty: 5418.783691
	Iteration 12Q: 3 clusters Score -6637524 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -6638475.000000 Penalty: 5418.783691
	Iteration 13Q: 3 clusters Score -6638475 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -6639411.500000 Penalty: 5418.783691
	Iteration 14Q: 3 clusters Score -6639412 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -6640230.500000 Penalty: 5418.783691
	Iteration 15Q: 3 clusters Score -6640230 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -6640803.500000 Penalty: 5418.783691
	Iteration 16Q: 3 clusters Score -6640804 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -6641088.000000 Penalty: 5418.783691
	Iteration 17Q: 3 clusters Score -6641088 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -6641264.000000 Penalty: 5418.783691
	Iteration 18Q: 3 clusters Score -6641264 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -6641382.000000 Penalty: 5418.783691
	Iteration 19Q: 3 clusters Score -6641382 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -6641481.000000 Penalty: 5418.783691
	Iteration 20F: 3 clusters Score -6641481 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -6641548.000000 Penalty: 5418.783691
	Iteration 21Q: 3 clusters Score -6641548 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -6641662.000000 Penalty: 5418.783691
	Iteration 22Q: 3 clusters Score -6641662 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -6641751.500000 Penalty: 5418.783691
	Iteration 23Q: 3 clusters Score -6641752 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -6641833.500000 Penalty: 5418.783691
	Iteration 24Q: 3 clusters Score -6641834 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -6641976.500000 Penalty: 5418.783691
	Iteration 25Q: 3 clusters Score -6641976 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -6642095.500000 Penalty: 5418.783691
	Iteration 26Q: 3 clusters Score -6642096 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -6642181.000000 Penalty: 5418.783691
	Iteration 27Q: 3 clusters Score -6642181 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -6642308.500000 Penalty: 5418.783691
	Iteration 28Q: 3 clusters Score -6642308 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -6642450.500000 Penalty: 5418.783691
	Iteration 29Q: 3 clusters Score -6642450 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -6642596.500000 Penalty: 5418.783691
	Iteration 30Q: 3 clusters Score -6642596 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -6642780.000000 Penalty: 5418.783691
	Iteration 31Q: 3 clusters Score -6642780 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -6642998.500000 Penalty: 5418.783691
	Iteration 32Q: 3 clusters Score -6642998 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -6643230.500000 Penalty: 5418.783691
	Iteration 33Q: 3 clusters Score -6643230 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -6643466.500000 Penalty: 5418.783691
	Iteration 34Q: 3 clusters Score -6643466 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -6643720.500000 Penalty: 5418.783691
	Iteration 35Q: 3 clusters Score -6643720 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -6644001.000000 Penalty: 5418.783691
	Iteration 36Q: 3 clusters Score -6644001 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -6644306.000000 Penalty: 5418.783691
	Iteration 37Q: 3 clusters Score -6644306 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -6644601.500000 Penalty: 5418.783691
	Iteration 38Q: 3 clusters Score -6644602 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -6644856.500000 Penalty: 5418.783691
	Iteration 39Q: 3 clusters Score -6644856 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -6645110.500000 Penalty: 5418.783691
	Iteration 40F: 3 clusters Score -6645110 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -6645331.000000 Penalty: 5418.783691
	Iteration 41Q: 3 clusters Score -6645331 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -6645572.500000 Penalty: 5418.783691
	Iteration 42Q: 3 clusters Score -6645572 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -6645822.000000 Penalty: 5418.783691
	Iteration 43Q: 3 clusters Score -6645822 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 45995 members 
Entering Unmasked Estep 
Score: -6646100.500000 Penalty: 5418.783691
	Iteration 44Q: 3 clusters Score -6646100 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -6646327.000000 Penalty: 5418.783691
	Iteration 45Q: 3 clusters Score -6646327 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -6646586.500000 Penalty: 5418.783691
	Iteration 46Q: 3 clusters Score -6646586 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -6646826.000000 Penalty: 5418.783691
	Iteration 47Q: 3 clusters Score -6646826 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -6647097.500000 Penalty: 5418.783691
	Iteration 48Q: 3 clusters Score -6647098 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -6647329.000000 Penalty: 5418.783691
	Iteration 49Q: 3 clusters Score -6647329 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -6647543.000000 Penalty: 5418.783691
	Iteration 50Q: 3 clusters Score -6647543 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -6647744.500000 Penalty: 5418.783691
	Iteration 51Q: 3 clusters Score -6647744 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -6647911.500000 Penalty: 5418.783691
	Iteration 52Q: 3 clusters Score -6647912 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -6648084.000000 Penalty: 5418.783691
	Iteration 53Q: 3 clusters Score -6648084 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -6648219.000000 Penalty: 5418.783691
	Iteration 54Q: 3 clusters Score -6648219 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -6648332.500000 Penalty: 5418.783691
	Iteration 55Q: 3 clusters Score -6648332 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -6648446.500000 Penalty: 5418.783691
	Iteration 56Q: 3 clusters Score -6648446 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 52096 members 
Entering Unmasked Estep 
Score: -6648590.500000 Penalty: 5418.783691
	Iteration 57Q: 3 clusters Score -6648590 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 52375 members 
Entering Unmasked Estep 
Score: -6648698.000000 Penalty: 5418.783691
	Iteration 58Q: 3 clusters Score -6648698 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 52630 members 
Entering Unmasked Estep 
Score: -6648799.500000 Penalty: 5418.783691
	Iteration 59Q: 3 clusters Score -6648800 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 52840 members 
Entering Unmasked Estep 
Score: -6648888.000000 Penalty: 5418.783691
	Iteration 60F: 3 clusters Score -6648888 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -6648960.000000 Penalty: 5418.783691
	Iteration 61Q: 3 clusters Score -6648960 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 53261 members 
Entering Unmasked Estep 
Score: -6649040.500000 Penalty: 5418.783691
	Iteration 62Q: 3 clusters Score -6649040 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -6649135.000000 Penalty: 5418.783691
	Iteration 63Q: 3 clusters Score -6649135 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -6649201.000000 Penalty: 5418.783691
	Iteration 64Q: 3 clusters Score -6649201 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -6649262.500000 Penalty: 5418.783691
	Iteration 65Q: 3 clusters Score -6649262 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 53856 members 
Entering Unmasked Estep 
Score: -6649297.500000 Penalty: 5418.783691
	Iteration 66Q: 3 clusters Score -6649298 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -6649356.500000 Penalty: 5418.783691
	Iteration 67Q: 3 clusters Score -6649356 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 54075 members 
Entering Unmasked Estep 
Score: -6649427.500000 Penalty: 5418.783691
	Iteration 68Q: 3 clusters Score -6649428 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 54173 members 
Entering Unmasked Estep 
Score: -6649473.500000 Penalty: 5418.783691
	Iteration 69Q: 3 clusters Score -6649474 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 54250 members 
Entering Unmasked Estep 
Score: -6649503.500000 Penalty: 5418.783691
	Iteration 70Q: 3 clusters Score -6649504 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 54330 members 
Entering Unmasked Estep 
Score: -6649553.000000 Penalty: 5418.783691
	Iteration 71Q: 3 clusters Score -6649553 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 54389 members 
Entering Unmasked Estep 
Score: -6649575.000000 Penalty: 5418.783691
	Iteration 72Q: 3 clusters Score -6649575 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -6649607.500000 Penalty: 5418.783691
	Iteration 73Q: 3 clusters Score -6649608 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
Score: -6649636.500000 Penalty: 5418.783691
	Iteration 74Q: 3 clusters Score -6649636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -6649664.500000 Penalty: 5418.783691
	Iteration 75Q: 3 clusters Score -6649664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 54547 members 
Entering Unmasked Estep 
Score: -6649686.000000 Penalty: 5418.783691
	Iteration 76Q: 3 clusters Score -6649686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 54575 members 
Entering Unmasked Estep 
Score: -6649697.000000 Penalty: 5418.783691
	Iteration 77Q: 3 clusters Score -6649697 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -6649705.000000 Penalty: 5418.783691
	Iteration 78Q: 3 clusters Score -6649705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -6649716.000000 Penalty: 5418.783691
	Iteration 79Q: 3 clusters Score -6649716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 54622 members 
Entering Unmasked Estep 
Score: -6649716.500000 Penalty: 5418.783691
	Iteration 80F: 3 clusters Score -6649716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -6649719.500000 Penalty: 5418.783691
	Iteration 81Q: 3 clusters Score -6649720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 54643 members 
Entering Unmasked Estep 
Score: -6649729.500000 Penalty: 5418.783691
	Iteration 82Q: 3 clusters Score -6649730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
Score: -6649743.000000 Penalty: 5418.783691
	Iteration 83Q: 3 clusters Score -6649743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 54670 members 
Entering Unmasked Estep 
Score: -6649737.500000 Penalty: 5418.783691
	Iteration 84Q: 3 clusters Score -6649738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 54682 members 
Entering Unmasked Estep 
Score: -6649749.500000 Penalty: 5418.783691
	Iteration 85Q: 3 clusters Score -6649750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 54689 members 
Entering Unmasked Estep 
Score: -6649753.000000 Penalty: 5418.783691
	Iteration 86Q: 3 clusters Score -6649753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 54696 members 
Entering Unmasked Estep 
Score: -6649754.000000 Penalty: 5418.783691
	Iteration 87Q: 3 clusters Score -6649754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 54699 members 
Entering Unmasked Estep 
Score: -6649757.000000 Penalty: 5418.783691
	Iteration 88Q: 3 clusters Score -6649757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -6649762.000000 Penalty: 5418.783691
	Iteration 89Q: 3 clusters Score -6649762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 54706 members 
Entering Unmasked Estep 
Score: -6649760.000000 Penalty: 5418.783691
	Iteration 90Q: 3 clusters Score -6649760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 54711 members 
Entering Unmasked Estep 
Score: -6649766.500000 Penalty: 5418.783691
	Iteration 91Q: 3 clusters Score -6649766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 54715 members 
Entering Unmasked Estep 
Score: -6649764.000000 Penalty: 5418.783691
	Iteration 92Q: 3 clusters Score -6649764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 54721 members 
Entering Unmasked Estep 
Score: -6649772.500000 Penalty: 5418.783691
	Iteration 93Q: 3 clusters Score -6649772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 54725 members 
Entering Unmasked Estep 
Score: -6649767.500000 Penalty: 5418.783691
	Iteration 94Q: 3 clusters Score -6649768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 54728 members 
Entering Unmasked Estep 
Score: -6649767.000000 Penalty: 5418.783691
	Iteration 95Q: 3 clusters Score -6649767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 54727 members 
Entering Unmasked Estep 
Score: -6649765.000000 Penalty: 5418.783691
	Iteration 96Q: 3 clusters Score -6649765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 54727 members 
Entering Unmasked Estep 
Score: -6649765.000000 Penalty: 5418.783691
	Iteration 97F: 3 clusters Score -6649765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Entering Unmasked Estep 
Score: -2631703.750000 Penalty: 2476.376709
	Iteration 0F: 2 clusters Score -2631704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2616578.000000 Penalty: 4952.753418
	Iteration 0F: 3 clusters Score -2616578 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2621679.000000 Penalty: 4952.753418
	Iteration 1F: 3 clusters Score -2621679 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2622156.250000 Penalty: 4952.753418
	Iteration 2F: 3 clusters Score -2622156 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2622637.000000 Penalty: 4952.753418
	Iteration 3F: 3 clusters Score -2622637 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2623164.000000 Penalty: 4952.753418
	Iteration 4Q: 3 clusters Score -2623164 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2623806.500000 Penalty: 4952.753418
	Iteration 5F: 3 clusters Score -2623806 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2624522.000000 Penalty: 4952.753418
	Iteration 6F: 3 clusters Score -2624522 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2625230.500000 Penalty: 4952.753418
	Iteration 7F: 3 clusters Score -2625230 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2625889.750000 Penalty: 4952.753418
	Iteration 8Q: 3 clusters Score -2625890 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2626456.250000 Penalty: 4952.753418
	Iteration 9Q: 3 clusters Score -2626456 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2626951.500000 Penalty: 4952.753418
	Iteration 10Q: 3 clusters Score -2626952 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2627386.000000 Penalty: 4952.753418
	Iteration 11Q: 3 clusters Score -2627386 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2627719.250000 Penalty: 4952.753418
	Iteration 12Q: 3 clusters Score -2627719 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2628026.500000 Penalty: 4952.753418
	Iteration 13Q: 3 clusters Score -2628026 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -2628270.250000 Penalty: 4952.753418
	Iteration 14Q: 3 clusters Score -2628270 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2628478.000000 Penalty: 4952.753418
	Iteration 15Q: 3 clusters Score -2628478 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2628638.750000 Penalty: 4952.753418
	Iteration 16Q: 3 clusters Score -2628639 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2628778.250000 Penalty: 4952.753418
	Iteration 17Q: 3 clusters Score -2628778 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2628905.750000 Penalty: 4952.753418
	Iteration 18Q: 3 clusters Score -2628906 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2629042.500000 Penalty: 4952.753418
	Iteration 19Q: 3 clusters Score -2629042 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -2629153.750000 Penalty: 4952.753418
	Iteration 20F: 3 clusters Score -2629154 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2629245.000000 Penalty: 4952.753418
	Iteration 21Q: 3 clusters Score -2629245 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -2629310.750000 Penalty: 4952.753418
	Iteration 22Q: 3 clusters Score -2629311 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -2629371.500000 Penalty: 4952.753418
	Iteration 23Q: 3 clusters Score -2629372 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -2629429.000000 Penalty: 4952.753418
	Iteration 24Q: 3 clusters Score -2629429 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2629474.000000 Penalty: 4952.753418
	Iteration 25Q: 3 clusters Score -2629474 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -2629522.250000 Penalty: 4952.753418
	Iteration 26Q: 3 clusters Score -2629522 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -2629552.250000 Penalty: 4952.753418
	Iteration 27Q: 3 clusters Score -2629552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -2629573.000000 Penalty: 4952.753418
	Iteration 28Q: 3 clusters Score -2629573 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -2629598.000000 Penalty: 4952.753418
	Iteration 29Q: 3 clusters Score -2629598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -2629623.750000 Penalty: 4952.753418
	Iteration 30Q: 3 clusters Score -2629624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2629639.000000 Penalty: 4952.753418
	Iteration 31Q: 3 clusters Score -2629639 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2629656.250000 Penalty: 4952.753418
	Iteration 32Q: 3 clusters Score -2629656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2629663.750000 Penalty: 4952.753418
	Iteration 33Q: 3 clusters Score -2629664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -2629675.000000 Penalty: 4952.753418
	Iteration 34Q: 3 clusters Score -2629675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2629692.250000 Penalty: 4952.753418
	Iteration 35Q: 3 clusters Score -2629692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -2629705.000000 Penalty: 4952.753418
	Iteration 36Q: 3 clusters Score -2629705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2629705.500000 Penalty: 4952.753418
	Iteration 37Q: 3 clusters Score -2629706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -2629719.500000 Penalty: 4952.753418
	Iteration 38Q: 3 clusters Score -2629720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2629723.750000 Penalty: 4952.753418
	Iteration 39Q: 3 clusters Score -2629724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2629727.250000 Penalty: 4952.753418
	Iteration 40F: 3 clusters Score -2629727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2629730.750000 Penalty: 4952.753418
	Iteration 41Q: 3 clusters Score -2629731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2629730.750000 Penalty: 4952.753418
	Iteration 42F: 3 clusters Score -2629731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Entering Unmasked Estep 
Score: -2121677.000000 Penalty: 2422.310547
	Iteration 0F: 2 clusters Score -2121677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2109182.500000 Penalty: 4844.621094
	Iteration 0F: 3 clusters Score -2109182 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2113549.750000 Penalty: 4844.621094
	Iteration 1F: 3 clusters Score -2113550 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2114489.250000 Penalty: 4844.621094
	Iteration 2F: 3 clusters Score -2114489 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2115418.750000 Penalty: 4844.621094
	Iteration 3F: 3 clusters Score -2115419 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2116366.000000 Penalty: 4844.621094
	Iteration 4F: 3 clusters Score -2116366 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2117420.000000 Penalty: 4844.621094
	Iteration 5F: 3 clusters Score -2117420 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2118478.750000 Penalty: 4844.621094
	Iteration 6F: 3 clusters Score -2118479 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2119284.750000 Penalty: 4844.621094
	Iteration 7F: 3 clusters Score -2119285 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2119690.750000 Penalty: 4844.621094
	Iteration 8Q: 3 clusters Score -2119691 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2119894.250000 Penalty: 4844.621094
	Iteration 9Q: 3 clusters Score -2119894 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2120003.250000 Penalty: 4844.621094
	Iteration 10Q: 3 clusters Score -2120003 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2120091.500000 Penalty: 4844.621094
	Iteration 11Q: 3 clusters Score -2120092 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2120177.000000 Penalty: 4844.621094
	Iteration 12Q: 3 clusters Score -2120177 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2120253.250000 Penalty: 4844.621094
	Iteration 13Q: 3 clusters Score -2120253 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2120296.500000 Penalty: 4844.621094
	Iteration 14Q: 3 clusters Score -2120296 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2120310.750000 Penalty: 4844.621094
	Iteration 15Q: 3 clusters Score -2120311 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2120323.500000 Penalty: 4844.621094
	Iteration 16Q: 3 clusters Score -2120324 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2120333.750000 Penalty: 4844.621094
	Iteration 17Q: 3 clusters Score -2120334 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2120335.000000 Penalty: 4844.621094
	Iteration 18Q: 3 clusters Score -2120335 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2120338.500000 Penalty: 4844.621094
	Iteration 19Q: 3 clusters Score -2120338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2120343.000000 Penalty: 4844.621094
	Iteration 20F: 3 clusters Score -2120343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2120347.750000 Penalty: 4844.621094
	Iteration 21Q: 3 clusters Score -2120348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2120350.250000 Penalty: 4844.621094
	Iteration 22Q: 3 clusters Score -2120350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2120353.000000 Penalty: 4844.621094
	Iteration 23Q: 3 clusters Score -2120353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2120356.750000 Penalty: 4844.621094
	Iteration 24Q: 3 clusters Score -2120357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2120360.000000 Penalty: 4844.621094
	Iteration 25Q: 3 clusters Score -2120360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2120358.750000 Penalty: 4844.621094
	Iteration 26Q: 3 clusters Score -2120359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2120362.000000 Penalty: 4844.621094
	Iteration 27Q: 3 clusters Score -2120362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2120360.500000 Penalty: 4844.621094
	Iteration 28Q: 3 clusters Score -2120360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2120362.750000 Penalty: 4844.621094
	Iteration 29Q: 3 clusters Score -2120363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2120363.750000 Penalty: 4844.621094
	Iteration 30Q: 3 clusters Score -2120364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2120368.000000 Penalty: 4844.621094
	Iteration 31Q: 3 clusters Score -2120368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2120368.500000 Penalty: 4844.621094
	Iteration 32Q: 3 clusters Score -2120368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2120369.000000 Penalty: 4844.621094
	Iteration 33Q: 3 clusters Score -2120369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2120370.750000 Penalty: 4844.621094
	Iteration 34Q: 3 clusters Score -2120371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2120372.500000 Penalty: 4844.621094
	Iteration 35Q: 3 clusters Score -2120372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2120369.750000 Penalty: 4844.621094
	Iteration 36Q: 3 clusters Score -2120370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2120369.250000 Penalty: 4844.621094
	Iteration 37Q: 3 clusters Score -2120369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2120369.000000 Penalty: 4844.621094
	Iteration 38Q: 3 clusters Score -2120369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2120371.000000 Penalty: 4844.621094
	Iteration 39Q: 3 clusters Score -2120371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2120372.250000 Penalty: 4844.621094
	Iteration 40F: 3 clusters Score -2120372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2120374.750000 Penalty: 4844.621094
	Iteration 41Q: 3 clusters Score -2120375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2120376.500000 Penalty: 4844.621094
	Iteration 42Q: 3 clusters Score -2120376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2120379.000000 Penalty: 4844.621094
	Iteration 43Q: 3 clusters Score -2120379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2120377.250000 Penalty: 4844.621094
	Iteration 44Q: 3 clusters Score -2120377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2120376.750000 Penalty: 4844.621094
	Iteration 45Q: 3 clusters Score -2120377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2120379.250000 Penalty: 4844.621094
	Iteration 46Q: 3 clusters Score -2120379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2120386.750000 Penalty: 4844.621094
	Iteration 47Q: 3 clusters Score -2120387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2120381.750000 Penalty: 4844.621094
	Iteration 48Q: 3 clusters Score -2120382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2120385.500000 Penalty: 4844.621094
	Iteration 49Q: 3 clusters Score -2120386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2120384.000000 Penalty: 4844.621094
	Iteration 50Q: 3 clusters Score -2120384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2120382.750000 Penalty: 4844.621094
	Iteration 51Q: 3 clusters Score -2120383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2120385.000000 Penalty: 4844.621094
	Iteration 52Q: 3 clusters Score -2120385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2120388.000000 Penalty: 4844.621094
	Iteration 53Q: 3 clusters Score -2120388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2120383.000000 Penalty: 4844.621094
	Iteration 54Q: 3 clusters Score -2120383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2120387.000000 Penalty: 4844.621094
	Iteration 55Q: 3 clusters Score -2120387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2120385.750000 Penalty: 4844.621094
	Iteration 56Q: 3 clusters Score -2120386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2120388.750000 Penalty: 4844.621094
	Iteration 57Q: 3 clusters Score -2120389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2120387.250000 Penalty: 4844.621094
	Iteration 58Q: 3 clusters Score -2120387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2120386.500000 Penalty: 4844.621094
	Iteration 59Q: 3 clusters Score -2120386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2120390.000000 Penalty: 4844.621094
	Iteration 60F: 3 clusters Score -2120390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2120395.000000 Penalty: 4844.621094
	Iteration 61Q: 3 clusters Score -2120395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2120396.000000 Penalty: 4844.621094
	Iteration 62Q: 3 clusters Score -2120396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2120398.000000 Penalty: 4844.621094
	Iteration 63Q: 3 clusters Score -2120398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2120402.000000 Penalty: 4844.621094
	Iteration 64Q: 3 clusters Score -2120402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2120405.000000 Penalty: 4844.621094
	Iteration 65Q: 3 clusters Score -2120405 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2120404.250000 Penalty: 4844.621094
	Iteration 66Q: 3 clusters Score -2120404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2120405.000000 Penalty: 4844.621094
	Iteration 67Q: 3 clusters Score -2120405 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2120415.500000 Penalty: 4844.621094
	Iteration 68Q: 3 clusters Score -2120416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2120426.000000 Penalty: 4844.621094
	Iteration 69Q: 3 clusters Score -2120426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2120443.750000 Penalty: 4844.621094
	Iteration 70Q: 3 clusters Score -2120444 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2120455.250000 Penalty: 4844.621094
	Iteration 71Q: 3 clusters Score -2120455 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2120470.250000 Penalty: 4844.621094
	Iteration 72Q: 3 clusters Score -2120470 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2120479.500000 Penalty: 4844.621094
	Iteration 73Q: 3 clusters Score -2120480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2120479.500000 Penalty: 4844.621094
	Iteration 74Q: 3 clusters Score -2120480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2120491.500000 Penalty: 4844.621094
	Iteration 75Q: 3 clusters Score -2120492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2120493.500000 Penalty: 4844.621094
	Iteration 76Q: 3 clusters Score -2120494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2120497.000000 Penalty: 4844.621094
	Iteration 77Q: 3 clusters Score -2120497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2120493.500000 Penalty: 4844.621094
	Iteration 78Q: 3 clusters Score -2120494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2120498.750000 Penalty: 4844.621094
	Iteration 79Q: 3 clusters Score -2120499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2120500.500000 Penalty: 4844.621094
	Iteration 80F: 3 clusters Score -2120500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2120499.750000 Penalty: 4844.621094
	Iteration 81Q: 3 clusters Score -2120500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2120502.750000 Penalty: 4844.621094
	Iteration 82Q: 3 clusters Score -2120503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2120498.500000 Penalty: 4844.621094
	Iteration 83Q: 3 clusters Score -2120498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2120499.250000 Penalty: 4844.621094
	Iteration 84Q: 3 clusters Score -2120499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2120499.500000 Penalty: 4844.621094
	Iteration 85Q: 3 clusters Score -2120500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2120499.000000 Penalty: 4844.621094
	Iteration 86Q: 3 clusters Score -2120499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2120499.000000 Penalty: 4844.621094
	Iteration 87F: 3 clusters Score -2120499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Entering Unmasked Estep 
Score: -3709339.750000 Penalty: 2559.619385
	Iteration 0F: 2 clusters Score -3709340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3688458.750000 Penalty: 5119.238770
	Iteration 0F: 3 clusters Score -3688459 nChanged 13725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -3696186.750000 Penalty: 5119.238770
	Iteration 1F: 3 clusters Score -3696187 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3696794.250000 Penalty: 5119.238770
	Iteration 2F: 3 clusters Score -3696794 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -3697392.000000 Penalty: 5119.238770
	Iteration 3Q: 3 clusters Score -3697392 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -3698013.500000 Penalty: 5119.238770
	Iteration 4Q: 3 clusters Score -3698014 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -3698631.500000 Penalty: 5119.238770
	Iteration 5Q: 3 clusters Score -3698632 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -3699424.250000 Penalty: 5119.238770
	Iteration 6Q: 3 clusters Score -3699424 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -3700301.000000 Penalty: 5119.238770
	Iteration 7Q: 3 clusters Score -3700301 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -3701376.500000 Penalty: 5119.238770
	Iteration 8Q: 3 clusters Score -3701376 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -3702480.500000 Penalty: 5119.238770
	Iteration 9Q: 3 clusters Score -3702480 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -3703459.500000 Penalty: 5119.238770
	Iteration 10Q: 3 clusters Score -3703460 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -3704244.250000 Penalty: 5119.238770
	Iteration 11Q: 3 clusters Score -3704244 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -3704845.000000 Penalty: 5119.238770
	Iteration 12Q: 3 clusters Score -3704845 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3705297.500000 Penalty: 5119.238770
	Iteration 13Q: 3 clusters Score -3705298 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -3705674.750000 Penalty: 5119.238770
	Iteration 14Q: 3 clusters Score -3705675 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -3705988.000000 Penalty: 5119.238770
	Iteration 15Q: 3 clusters Score -3705988 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -3706231.500000 Penalty: 5119.238770
	Iteration 16Q: 3 clusters Score -3706232 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -3706431.500000 Penalty: 5119.238770
	Iteration 17Q: 3 clusters Score -3706432 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -3706595.500000 Penalty: 5119.238770
	Iteration 18Q: 3 clusters Score -3706596 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -3706721.250000 Penalty: 5119.238770
	Iteration 19Q: 3 clusters Score -3706721 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -3706812.250000 Penalty: 5119.238770
	Iteration 20F: 3 clusters Score -3706812 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -3706870.500000 Penalty: 5119.238770
	Iteration 21Q: 3 clusters Score -3706870 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -3706923.500000 Penalty: 5119.238770
	Iteration 22Q: 3 clusters Score -3706924 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -3706982.000000 Penalty: 5119.238770
	Iteration 23Q: 3 clusters Score -3706982 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -3707030.500000 Penalty: 5119.238770
	Iteration 24Q: 3 clusters Score -3707030 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -3707073.000000 Penalty: 5119.238770
	Iteration 25Q: 3 clusters Score -3707073 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -3707113.500000 Penalty: 5119.238770
	Iteration 26Q: 3 clusters Score -3707114 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3707143.250000 Penalty: 5119.238770
	Iteration 27Q: 3 clusters Score -3707143 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -3707168.000000 Penalty: 5119.238770
	Iteration 28Q: 3 clusters Score -3707168 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -3707193.500000 Penalty: 5119.238770
	Iteration 29Q: 3 clusters Score -3707194 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -3707206.500000 Penalty: 5119.238770
	Iteration 30Q: 3 clusters Score -3707206 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -3707230.250000 Penalty: 5119.238770
	Iteration 31Q: 3 clusters Score -3707230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -3707237.750000 Penalty: 5119.238770
	Iteration 32Q: 3 clusters Score -3707238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -3707252.000000 Penalty: 5119.238770
	Iteration 33Q: 3 clusters Score -3707252 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -3707276.500000 Penalty: 5119.238770
	Iteration 34Q: 3 clusters Score -3707276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -3707286.500000 Penalty: 5119.238770
	Iteration 35Q: 3 clusters Score -3707286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -3707292.250000 Penalty: 5119.238770
	Iteration 36Q: 3 clusters Score -3707292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -3707297.250000 Penalty: 5119.238770
	Iteration 37Q: 3 clusters Score -3707297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -3707299.500000 Penalty: 5119.238770
	Iteration 38Q: 3 clusters Score -3707300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -3707303.250000 Penalty: 5119.238770
	Iteration 39Q: 3 clusters Score -3707303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -3707301.750000 Penalty: 5119.238770
	Iteration 40F: 3 clusters Score -3707302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -3707310.250000 Penalty: 5119.238770
	Iteration 41Q: 3 clusters Score -3707310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -3707310.750000 Penalty: 5119.238770
	Iteration 42Q: 3 clusters Score -3707311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -3707311.250000 Penalty: 5119.238770
	Iteration 43Q: 3 clusters Score -3707311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -3707308.750000 Penalty: 5119.238770
	Iteration 44Q: 3 clusters Score -3707309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -3707310.750000 Penalty: 5119.238770
	Iteration 45Q: 3 clusters Score -3707311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -3707310.750000 Penalty: 5119.238770
	Iteration 46F: 3 clusters Score -3707311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (98928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98928 members 
Entering Unmasked Estep 
Score: -12087736.000000 Penalty: 2852.532715
	Iteration 0F: 2 clusters Score -1.208774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -12021417.000000 Penalty: 5705.065430
	Iteration 0F: 3 clusters Score -1.202142e+07 nChanged 46732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51487 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -12048521.000000 Penalty: 5705.065430
	Iteration 1F: 3 clusters Score -1.204852e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52594 members 
Mstep: Class 2 contains 46334 members 
Entering Unmasked Estep 
Score: -12049700.000000 Penalty: 5705.065430
	Iteration 2Q: 3 clusters Score -1.20497e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -12051098.000000 Penalty: 5705.065430
	Iteration 3Q: 3 clusters Score -1.20511e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57078 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -12053118.000000 Penalty: 5705.065430
	Iteration 4Q: 3 clusters Score -1.205312e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61059 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -12055732.000000 Penalty: 5705.065430
	Iteration 5F: 3 clusters Score -1.205573e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66269 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -12059197.000000 Penalty: 5705.065430
	Iteration 6F: 3 clusters Score -1.20592e+07 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72854 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -12063813.000000 Penalty: 5705.065430
	Iteration 7F: 3 clusters Score -1.206381e+07 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80080 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -12069553.000000 Penalty: 5705.065430
	Iteration 8F: 3 clusters Score -1.206955e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86989 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -12075408.000000 Penalty: 5705.065430
	Iteration 9F: 3 clusters Score -1.207541e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92227 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -12080024.000000 Penalty: 5705.065430
	Iteration 10F: 3 clusters Score -1.208002e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95427 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -12082761.000000 Penalty: 5705.065430
	Iteration 11Q: 3 clusters Score -1.208276e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97141 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -12084132.000000 Penalty: 5705.065430
	Iteration 12Q: 3 clusters Score -1.208413e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97863 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -12084735.000000 Penalty: 5705.065430
	Iteration 13Q: 3 clusters Score -1.208474e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98163 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -12084995.000000 Penalty: 5705.065430
	Iteration 14Q: 3 clusters Score -1.2085e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98290 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -12085149.000000 Penalty: 5705.065430
	Iteration 15Q: 3 clusters Score -1.208515e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98358 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -12085252.000000 Penalty: 5705.065430
	Iteration 16Q: 3 clusters Score -1.208525e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98399 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -12085306.000000 Penalty: 5705.065430
	Iteration 17Q: 3 clusters Score -1.208531e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98424 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -12085348.000000 Penalty: 5705.065430
	Iteration 18Q: 3 clusters Score -1.208535e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98436 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -12085371.000000 Penalty: 5705.065430
	Iteration 19Q: 3 clusters Score -1.208537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98445 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -12085372.000000 Penalty: 5705.065430
	Iteration 20F: 3 clusters Score -1.208537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98453 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -12085385.000000 Penalty: 5705.065430
	Iteration 21Q: 3 clusters Score -1.208538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98462 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -12085397.000000 Penalty: 5705.065430
	Iteration 22Q: 3 clusters Score -1.20854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98466 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12085404.000000 Penalty: 5705.065430
	Iteration 23Q: 3 clusters Score -1.20854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98467 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -12085392.000000 Penalty: 5705.065430
	Iteration 24Q: 3 clusters Score -1.208539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98468 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -12085403.000000 Penalty: 5705.065430
	Iteration 25Q: 3 clusters Score -1.20854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98468 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -12085402.000000 Penalty: 5705.065430
	Iteration 26Q: 3 clusters Score -1.20854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98470 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -12085410.000000 Penalty: 5705.065430
	Iteration 27Q: 3 clusters Score -1.208541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98472 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -12085411.000000 Penalty: 5705.065430
	Iteration 28Q: 3 clusters Score -1.208541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98479 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -12085415.000000 Penalty: 5705.065430
	Iteration 29Q: 3 clusters Score -1.208542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98480 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -12085418.000000 Penalty: 5705.065430
	Iteration 30Q: 3 clusters Score -1.208542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98480 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -12085418.000000 Penalty: 5705.065430
	Iteration 31F: 3 clusters Score -1.208542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (126448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126448 members 
Entering Unmasked Estep 
Score: -15460579.000000 Penalty: 2913.401367
	Iteration 0F: 2 clusters Score -1.546058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63541 members 
Mstep: Class 2 contains 62907 members 
Entering Unmasked Estep 
Score: -15376099.000000 Penalty: 5826.802734
	Iteration 0F: 3 clusters Score -1.53761e+07 nChanged 60030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67795 members 
Mstep: Class 2 contains 58653 members 
Entering Unmasked Estep 
Score: -15410501.000000 Penalty: 5826.802734
	Iteration 1F: 3 clusters Score -1.54105e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70887 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -15412109.000000 Penalty: 5826.802734
	Iteration 2Q: 3 clusters Score -1.541211e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75619 members 
Mstep: Class 2 contains 50829 members 
Entering Unmasked Estep 
Score: -15414817.000000 Penalty: 5826.802734
	Iteration 3Q: 3 clusters Score -1.541482e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82388 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -15419545.000000 Penalty: 5826.802734
	Iteration 4F: 3 clusters Score -1.541954e+07 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91450 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -15426556.000000 Penalty: 5826.802734
	Iteration 5F: 3 clusters Score -1.542656e+07 nChanged 10791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101823 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -15435671.000000 Penalty: 5826.802734
	Iteration 6F: 3 clusters Score -1.543567e+07 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111413 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -15444804.000000 Penalty: 5826.802734
	Iteration 7F: 3 clusters Score -1.54448e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118431 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -15451261.000000 Penalty: 5826.802734
	Iteration 8F: 3 clusters Score -1.545126e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122563 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -15455035.000000 Penalty: 5826.802734
	Iteration 9Q: 3 clusters Score -1.545504e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124612 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -15456752.000000 Penalty: 5826.802734
	Iteration 10Q: 3 clusters Score -1.545675e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125433 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -15457418.000000 Penalty: 5826.802734
	Iteration 11Q: 3 clusters Score -1.545742e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125763 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -15457713.000000 Penalty: 5826.802734
	Iteration 12Q: 3 clusters Score -1.545771e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125892 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -15457861.000000 Penalty: 5826.802734
	Iteration 13Q: 3 clusters Score -1.545786e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125964 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -15457935.000000 Penalty: 5826.802734
	Iteration 14Q: 3 clusters Score -1.545794e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126017 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -15457994.000000 Penalty: 5826.802734
	Iteration 15Q: 3 clusters Score -1.545799e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126035 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -15458043.000000 Penalty: 5826.802734
	Iteration 16Q: 3 clusters Score -1.545804e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126045 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -15458071.000000 Penalty: 5826.802734
	Iteration 17Q: 3 clusters Score -1.545807e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126053 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -15458083.000000 Penalty: 5826.802734
	Iteration 18Q: 3 clusters Score -1.545808e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126059 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -15458100.000000 Penalty: 5826.802734
	Iteration 19Q: 3 clusters Score -1.54581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126063 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -15458103.000000 Penalty: 5826.802734
	Iteration 20F: 3 clusters Score -1.54581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126065 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -15458103.000000 Penalty: 5826.802734
	Iteration 21Q: 3 clusters Score -1.54581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126065 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -15458105.000000 Penalty: 5826.802734
	Iteration 22Q: 3 clusters Score -1.54581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126065 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -15458106.000000 Penalty: 5826.802734
	Iteration 23Q: 3 clusters Score -1.545811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126064 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -15458109.000000 Penalty: 5826.802734
	Iteration 24Q: 3 clusters Score -1.545811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126064 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -15458109.000000 Penalty: 5826.802734
	Iteration 25F: 3 clusters Score -1.545811e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -778835.687500 Penalty: 2183.509766
	Iteration 0F: 2 clusters Score -778835.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -773324.687500 Penalty: 4367.019531
	Iteration 0F: 3 clusters Score -773324.7 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -774858.062500 Penalty: 4367.019531
	Iteration 1F: 3 clusters Score -774858.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -775305.187500 Penalty: 4367.019531
	Iteration 2F: 3 clusters Score -775305.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -775755.062500 Penalty: 4367.019531
	Iteration 3F: 3 clusters Score -775755.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -776220.375000 Penalty: 4367.019531
	Iteration 4F: 3 clusters Score -776220.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -776599.625000 Penalty: 4367.019531
	Iteration 5F: 3 clusters Score -776599.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -776894.437500 Penalty: 4367.019531
	Iteration 6F: 3 clusters Score -776894.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -777121.437500 Penalty: 4367.019531
	Iteration 7Q: 3 clusters Score -777121.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -777270.187500 Penalty: 4367.019531
	Iteration 8Q: 3 clusters Score -777270.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -777363.937500 Penalty: 4367.019531
	Iteration 9Q: 3 clusters Score -777363.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -777429.687500 Penalty: 4367.019531
	Iteration 10Q: 3 clusters Score -777429.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -777469.875000 Penalty: 4367.019531
	Iteration 11Q: 3 clusters Score -777469.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -777503.625000 Penalty: 4367.019531
	Iteration 12Q: 3 clusters Score -777503.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -777516.937500 Penalty: 4367.019531
	Iteration 13Q: 3 clusters Score -777516.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -777530.562500 Penalty: 4367.019531
	Iteration 14Q: 3 clusters Score -777530.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -777542.937500 Penalty: 4367.019531
	Iteration 15Q: 3 clusters Score -777542.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -777547.312500 Penalty: 4367.019531
	Iteration 16Q: 3 clusters Score -777547.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -777551.250000 Penalty: 4367.019531
	Iteration 17Q: 3 clusters Score -777551.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -777556.000000 Penalty: 4367.019531
	Iteration 18Q: 3 clusters Score -777556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -777560.187500 Penalty: 4367.019531
	Iteration 19Q: 3 clusters Score -777560.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -777561.562500 Penalty: 4367.019531
	Iteration 20F: 3 clusters Score -777561.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -777564.000000 Penalty: 4367.019531
	Iteration 21Q: 3 clusters Score -777564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -777566.000000 Penalty: 4367.019531
	Iteration 22Q: 3 clusters Score -777566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -777569.875000 Penalty: 4367.019531
	Iteration 23Q: 3 clusters Score -777569.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -777574.187500 Penalty: 4367.019531
	Iteration 24Q: 3 clusters Score -777574.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -777578.625000 Penalty: 4367.019531
	Iteration 25Q: 3 clusters Score -777578.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -777580.500000 Penalty: 4367.019531
	Iteration 26Q: 3 clusters Score -777580.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -777583.062500 Penalty: 4367.019531
	Iteration 27Q: 3 clusters Score -777583.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -777584.000000 Penalty: 4367.019531
	Iteration 28Q: 3 clusters Score -777584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -777584.187500 Penalty: 4367.019531
	Iteration 29Q: 3 clusters Score -777584.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -777586.625000 Penalty: 4367.019531
	Iteration 30Q: 3 clusters Score -777586.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -777586.625000 Penalty: 4367.019531
	Iteration 31Q: 3 clusters Score -777586.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -777587.000000 Penalty: 4367.019531
	Iteration 32Q: 3 clusters Score -777587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -777588.000000 Penalty: 4367.019531
	Iteration 33Q: 3 clusters Score -777588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -777588.437500 Penalty: 4367.019531
	Iteration 34Q: 3 clusters Score -777588.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -777588.937500 Penalty: 4367.019531
	Iteration 35Q: 3 clusters Score -777588.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -777588.187500 Penalty: 4367.019531
	Iteration 36Q: 3 clusters Score -777588.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -777590.500000 Penalty: 4367.019531
	Iteration 37Q: 3 clusters Score -777590.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -777593.812500 Penalty: 4367.019531
	Iteration 38Q: 3 clusters Score -777593.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -777593.000000 Penalty: 4367.019531
	Iteration 39Q: 3 clusters Score -777593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -777593.500000 Penalty: 4367.019531
	Iteration 40F: 3 clusters Score -777593.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -777594.312500 Penalty: 4367.019531
	Iteration 41Q: 3 clusters Score -777594.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -777595.187500 Penalty: 4367.019531
	Iteration 42Q: 3 clusters Score -777595.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -777595.187500 Penalty: 4367.019531
	Iteration 43F: 3 clusters Score -777595.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Entering Unmasked Estep 
Score: -2538411.750000 Penalty: 2458.053467
	Iteration 0F: 2 clusters Score -2538412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2524298.250000 Penalty: 4916.106934
	Iteration 0F: 3 clusters Score -2524298 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2529116.500000 Penalty: 4916.106934
	Iteration 1F: 3 clusters Score -2529116 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2529515.000000 Penalty: 4916.106934
	Iteration 2F: 3 clusters Score -2529515 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2529768.000000 Penalty: 4916.106934
	Iteration 3Q: 3 clusters Score -2529768 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2529988.000000 Penalty: 4916.106934
	Iteration 4Q: 3 clusters Score -2529988 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2530208.500000 Penalty: 4916.106934
	Iteration 5Q: 3 clusters Score -2530208 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2530435.000000 Penalty: 4916.106934
	Iteration 6Q: 3 clusters Score -2530435 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2530690.750000 Penalty: 4916.106934
	Iteration 7Q: 3 clusters Score -2530691 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2530983.250000 Penalty: 4916.106934
	Iteration 8Q: 3 clusters Score -2530983 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2531356.000000 Penalty: 4916.106934
	Iteration 9Q: 3 clusters Score -2531356 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2531820.250000 Penalty: 4916.106934
	Iteration 10Q: 3 clusters Score -2531820 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2532333.500000 Penalty: 4916.106934
	Iteration 11Q: 3 clusters Score -2532334 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2532930.500000 Penalty: 4916.106934
	Iteration 12Q: 3 clusters Score -2532930 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2533598.500000 Penalty: 4916.106934
	Iteration 13Q: 3 clusters Score -2533598 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2534159.750000 Penalty: 4916.106934
	Iteration 14Q: 3 clusters Score -2534160 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2534545.250000 Penalty: 4916.106934
	Iteration 15Q: 3 clusters Score -2534545 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2534841.500000 Penalty: 4916.106934
	Iteration 16Q: 3 clusters Score -2534842 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2535039.500000 Penalty: 4916.106934
	Iteration 17Q: 3 clusters Score -2535040 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2535177.000000 Penalty: 4916.106934
	Iteration 18Q: 3 clusters Score -2535177 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2535278.500000 Penalty: 4916.106934
	Iteration 19Q: 3 clusters Score -2535278 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2535350.500000 Penalty: 4916.106934
	Iteration 20F: 3 clusters Score -2535350 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2535408.250000 Penalty: 4916.106934
	Iteration 21Q: 3 clusters Score -2535408 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2535427.750000 Penalty: 4916.106934
	Iteration 22Q: 3 clusters Score -2535428 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2535459.750000 Penalty: 4916.106934
	Iteration 23Q: 3 clusters Score -2535460 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2535501.750000 Penalty: 4916.106934
	Iteration 24Q: 3 clusters Score -2535502 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2535509.000000 Penalty: 4916.106934
	Iteration 25Q: 3 clusters Score -2535509 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2535533.250000 Penalty: 4916.106934
	Iteration 26Q: 3 clusters Score -2535533 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2535563.250000 Penalty: 4916.106934
	Iteration 27Q: 3 clusters Score -2535563 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -2535594.500000 Penalty: 4916.106934
	Iteration 28Q: 3 clusters Score -2535594 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2535620.250000 Penalty: 4916.106934
	Iteration 29Q: 3 clusters Score -2535620 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2535634.500000 Penalty: 4916.106934
	Iteration 30Q: 3 clusters Score -2535634 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2535655.500000 Penalty: 4916.106934
	Iteration 31Q: 3 clusters Score -2535656 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2535673.250000 Penalty: 4916.106934
	Iteration 32Q: 3 clusters Score -2535673 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2535680.750000 Penalty: 4916.106934
	Iteration 33Q: 3 clusters Score -2535681 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2535692.000000 Penalty: 4916.106934
	Iteration 34Q: 3 clusters Score -2535692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2535703.000000 Penalty: 4916.106934
	Iteration 35Q: 3 clusters Score -2535703 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2535700.250000 Penalty: 4916.106934
	Iteration 36Q: 3 clusters Score -2535700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2535705.500000 Penalty: 4916.106934
	Iteration 37Q: 3 clusters Score -2535706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2535714.500000 Penalty: 4916.106934
	Iteration 38Q: 3 clusters Score -2535714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2535718.500000 Penalty: 4916.106934
	Iteration 39Q: 3 clusters Score -2535718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2535713.750000 Penalty: 4916.106934
	Iteration 40F: 3 clusters Score -2535714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2535720.250000 Penalty: 4916.106934
	Iteration 41Q: 3 clusters Score -2535720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2535722.250000 Penalty: 4916.106934
	Iteration 42Q: 3 clusters Score -2535722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2535728.000000 Penalty: 4916.106934
	Iteration 43Q: 3 clusters Score -2535728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2535726.250000 Penalty: 4916.106934
	Iteration 44Q: 3 clusters Score -2535726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2535726.000000 Penalty: 4916.106934
	Iteration 45Q: 3 clusters Score -2535726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2535728.000000 Penalty: 4916.106934
	Iteration 46Q: 3 clusters Score -2535728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2535733.250000 Penalty: 4916.106934
	Iteration 47Q: 3 clusters Score -2535733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2535740.000000 Penalty: 4916.106934
	Iteration 48Q: 3 clusters Score -2535740 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2535749.750000 Penalty: 4916.106934
	Iteration 49Q: 3 clusters Score -2535750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2535753.000000 Penalty: 4916.106934
	Iteration 50Q: 3 clusters Score -2535753 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2535754.750000 Penalty: 4916.106934
	Iteration 51Q: 3 clusters Score -2535755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2535758.250000 Penalty: 4916.106934
	Iteration 52Q: 3 clusters Score -2535758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2535767.500000 Penalty: 4916.106934
	Iteration 53Q: 3 clusters Score -2535768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2535765.250000 Penalty: 4916.106934
	Iteration 54Q: 3 clusters Score -2535765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2535768.750000 Penalty: 4916.106934
	Iteration 55Q: 3 clusters Score -2535769 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2535772.500000 Penalty: 4916.106934
	Iteration 56Q: 3 clusters Score -2535772 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2535778.750000 Penalty: 4916.106934
	Iteration 57Q: 3 clusters Score -2535779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2535786.500000 Penalty: 4916.106934
	Iteration 58Q: 3 clusters Score -2535786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2535793.750000 Penalty: 4916.106934
	Iteration 59Q: 3 clusters Score -2535794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2535801.000000 Penalty: 4916.106934
	Iteration 60F: 3 clusters Score -2535801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2535803.000000 Penalty: 4916.106934
	Iteration 61Q: 3 clusters Score -2535803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2535806.500000 Penalty: 4916.106934
	Iteration 62Q: 3 clusters Score -2535806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2535803.500000 Penalty: 4916.106934
	Iteration 63Q: 3 clusters Score -2535804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2535808.250000 Penalty: 4916.106934
	Iteration 64Q: 3 clusters Score -2535808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2535805.500000 Penalty: 4916.106934
	Iteration 65Q: 3 clusters Score -2535806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2535809.500000 Penalty: 4916.106934
	Iteration 66Q: 3 clusters Score -2535810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2535811.250000 Penalty: 4916.106934
	Iteration 67Q: 3 clusters Score -2535811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2535813.250000 Penalty: 4916.106934
	Iteration 68Q: 3 clusters Score -2535813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2535815.250000 Penalty: 4916.106934
	Iteration 69Q: 3 clusters Score -2535815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2535815.000000 Penalty: 4916.106934
	Iteration 70Q: 3 clusters Score -2535815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2535819.000000 Penalty: 4916.106934
	Iteration 71Q: 3 clusters Score -2535819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2535824.000000 Penalty: 4916.106934
	Iteration 72Q: 3 clusters Score -2535824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2535829.250000 Penalty: 4916.106934
	Iteration 73Q: 3 clusters Score -2535829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2535829.000000 Penalty: 4916.106934
	Iteration 74Q: 3 clusters Score -2535829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2535829.750000 Penalty: 4916.106934
	Iteration 75Q: 3 clusters Score -2535830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2535832.000000 Penalty: 4916.106934
	Iteration 76Q: 3 clusters Score -2535832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2535837.250000 Penalty: 4916.106934
	Iteration 77Q: 3 clusters Score -2535837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2535840.500000 Penalty: 4916.106934
	Iteration 78Q: 3 clusters Score -2535840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2535842.750000 Penalty: 4916.106934
	Iteration 79Q: 3 clusters Score -2535843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2535841.750000 Penalty: 4916.106934
	Iteration 80F: 3 clusters Score -2535842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2535845.750000 Penalty: 4916.106934
	Iteration 81Q: 3 clusters Score -2535846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2535845.000000 Penalty: 4916.106934
	Iteration 82Q: 3 clusters Score -2535845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2535846.250000 Penalty: 4916.106934
	Iteration 83Q: 3 clusters Score -2535846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2535847.250000 Penalty: 4916.106934
	Iteration 84Q: 3 clusters Score -2535847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2535851.000000 Penalty: 4916.106934
	Iteration 85Q: 3 clusters Score -2535851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2535854.000000 Penalty: 4916.106934
	Iteration 86Q: 3 clusters Score -2535854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2535849.000000 Penalty: 4916.106934
	Iteration 87Q: 3 clusters Score -2535849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2535851.750000 Penalty: 4916.106934
	Iteration 88Q: 3 clusters Score -2535852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2535855.750000 Penalty: 4916.106934
	Iteration 89Q: 3 clusters Score -2535856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2535852.750000 Penalty: 4916.106934
	Iteration 90Q: 3 clusters Score -2535853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2535858.250000 Penalty: 4916.106934
	Iteration 91Q: 3 clusters Score -2535858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2535858.750000 Penalty: 4916.106934
	Iteration 92Q: 3 clusters Score -2535859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2535864.000000 Penalty: 4916.106934
	Iteration 93Q: 3 clusters Score -2535864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2535865.000000 Penalty: 4916.106934
	Iteration 94Q: 3 clusters Score -2535865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2535870.000000 Penalty: 4916.106934
	Iteration 95Q: 3 clusters Score -2535870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2535870.500000 Penalty: 4916.106934
	Iteration 96Q: 3 clusters Score -2535870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2535879.250000 Penalty: 4916.106934
	Iteration 97Q: 3 clusters Score -2535879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2535880.500000 Penalty: 4916.106934
	Iteration 98Q: 3 clusters Score -2535880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2535884.250000 Penalty: 4916.106934
	Iteration 99Q: 3 clusters Score -2535884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2535893.250000 Penalty: 4916.106934
	Iteration 100F: 3 clusters Score -2535893 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2535893.750000 Penalty: 4916.106934
	Iteration 101Q: 3 clusters Score -2535894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2535896.250000 Penalty: 4916.106934
	Iteration 102Q: 3 clusters Score -2535896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2535906.000000 Penalty: 4916.106934
	Iteration 103Q: 3 clusters Score -2535906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2535911.500000 Penalty: 4916.106934
	Iteration 104Q: 3 clusters Score -2535912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2535920.500000 Penalty: 4916.106934
	Iteration 105Q: 3 clusters Score -2535920 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -2535931.500000 Penalty: 4916.106934
	Iteration 106Q: 3 clusters Score -2535932 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2535942.250000 Penalty: 4916.106934
	Iteration 107Q: 3 clusters Score -2535942 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2535952.500000 Penalty: 4916.106934
	Iteration 108Q: 3 clusters Score -2535952 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2535966.500000 Penalty: 4916.106934
	Iteration 109Q: 3 clusters Score -2535966 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2535971.750000 Penalty: 4916.106934
	Iteration 110Q: 3 clusters Score -2535972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2535975.000000 Penalty: 4916.106934
	Iteration 111Q: 3 clusters Score -2535975 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2535980.500000 Penalty: 4916.106934
	Iteration 112Q: 3 clusters Score -2535980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2535987.750000 Penalty: 4916.106934
	Iteration 113Q: 3 clusters Score -2535988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2536005.000000 Penalty: 4916.106934
	Iteration 114Q: 3 clusters Score -2536005 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2536014.500000 Penalty: 4916.106934
	Iteration 115Q: 3 clusters Score -2536014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2536017.500000 Penalty: 4916.106934
	Iteration 116Q: 3 clusters Score -2536018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2536026.500000 Penalty: 4916.106934
	Iteration 117Q: 3 clusters Score -2536026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2536024.500000 Penalty: 4916.106934
	Iteration 118Q: 3 clusters Score -2536024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2536034.750000 Penalty: 4916.106934
	Iteration 119Q: 3 clusters Score -2536035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2536041.000000 Penalty: 4916.106934
	Iteration 120F: 3 clusters Score -2536041 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2536045.250000 Penalty: 4916.106934
	Iteration 121Q: 3 clusters Score -2536045 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2536050.750000 Penalty: 4916.106934
	Iteration 122Q: 3 clusters Score -2536051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2536052.500000 Penalty: 4916.106934
	Iteration 123Q: 3 clusters Score -2536052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -2536065.250000 Penalty: 4916.106934
	Iteration 124Q: 3 clusters Score -2536065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2536065.500000 Penalty: 4916.106934
	Iteration 125Q: 3 clusters Score -2536066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2536068.750000 Penalty: 4916.106934
	Iteration 126Q: 3 clusters Score -2536069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2536082.000000 Penalty: 4916.106934
	Iteration 127Q: 3 clusters Score -2536082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2536092.000000 Penalty: 4916.106934
	Iteration 128Q: 3 clusters Score -2536092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2536092.250000 Penalty: 4916.106934
	Iteration 129Q: 3 clusters Score -2536092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2536097.500000 Penalty: 4916.106934
	Iteration 130Q: 3 clusters Score -2536098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2536103.250000 Penalty: 4916.106934
	Iteration 131Q: 3 clusters Score -2536103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2536104.250000 Penalty: 4916.106934
	Iteration 132Q: 3 clusters Score -2536104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2536108.000000 Penalty: 4916.106934
	Iteration 133Q: 3 clusters Score -2536108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2536112.250000 Penalty: 4916.106934
	Iteration 134Q: 3 clusters Score -2536112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2536113.500000 Penalty: 4916.106934
	Iteration 135Q: 3 clusters Score -2536114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2536117.750000 Penalty: 4916.106934
	Iteration 136Q: 3 clusters Score -2536118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2536117.750000 Penalty: 4916.106934
	Iteration 137Q: 3 clusters Score -2536118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2536117.500000 Penalty: 4916.106934
	Iteration 138Q: 3 clusters Score -2536118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2536120.000000 Penalty: 4916.106934
	Iteration 139Q: 3 clusters Score -2536120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2536125.750000 Penalty: 4916.106934
	Iteration 140F: 3 clusters Score -2536126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2536129.500000 Penalty: 4916.106934
	Iteration 141Q: 3 clusters Score -2536130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2536126.250000 Penalty: 4916.106934
	Iteration 142Q: 3 clusters Score -2536126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2536133.500000 Penalty: 4916.106934
	Iteration 143Q: 3 clusters Score -2536134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2536139.750000 Penalty: 4916.106934
	Iteration 144Q: 3 clusters Score -2536140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -2536142.000000 Penalty: 4916.106934
	Iteration 145Q: 3 clusters Score -2536142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -2536150.750000 Penalty: 4916.106934
	Iteration 146Q: 3 clusters Score -2536151 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2536155.750000 Penalty: 4916.106934
	Iteration 147Q: 3 clusters Score -2536156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2536159.750000 Penalty: 4916.106934
	Iteration 148Q: 3 clusters Score -2536160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2536167.500000 Penalty: 4916.106934
	Iteration 149Q: 3 clusters Score -2536168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2536172.750000 Penalty: 4916.106934
	Iteration 150Q: 3 clusters Score -2536173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2536174.750000 Penalty: 4916.106934
	Iteration 151Q: 3 clusters Score -2536175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2536176.000000 Penalty: 4916.106934
	Iteration 152Q: 3 clusters Score -2536176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2536175.000000 Penalty: 4916.106934
	Iteration 153Q: 3 clusters Score -2536175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2536174.000000 Penalty: 4916.106934
	Iteration 154Q: 3 clusters Score -2536174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2536178.500000 Penalty: 4916.106934
	Iteration 155Q: 3 clusters Score -2536178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2536178.250000 Penalty: 4916.106934
	Iteration 156Q: 3 clusters Score -2536178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2536182.500000 Penalty: 4916.106934
	Iteration 157Q: 3 clusters Score -2536182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2536188.500000 Penalty: 4916.106934
	Iteration 158Q: 3 clusters Score -2536188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2536188.750000 Penalty: 4916.106934
	Iteration 159Q: 3 clusters Score -2536189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2536188.750000 Penalty: 4916.106934
	Iteration 160F: 3 clusters Score -2536189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2536189.000000 Penalty: 4916.106934
	Iteration 161Q: 3 clusters Score -2536189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2536191.000000 Penalty: 4916.106934
	Iteration 162Q: 3 clusters Score -2536191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2536191.250000 Penalty: 4916.106934
	Iteration 163Q: 3 clusters Score -2536191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2536194.000000 Penalty: 4916.106934
	Iteration 164Q: 3 clusters Score -2536194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2536198.250000 Penalty: 4916.106934
	Iteration 165Q: 3 clusters Score -2536198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2536198.250000 Penalty: 4916.106934
	Iteration 166Q: 3 clusters Score -2536198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2536202.000000 Penalty: 4916.106934
	Iteration 167Q: 3 clusters Score -2536202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2536205.750000 Penalty: 4916.106934
	Iteration 168Q: 3 clusters Score -2536206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2536212.500000 Penalty: 4916.106934
	Iteration 169Q: 3 clusters Score -2536212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2536210.500000 Penalty: 4916.106934
	Iteration 170Q: 3 clusters Score -2536210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2536206.000000 Penalty: 4916.106934
	Iteration 171Q: 3 clusters Score -2536206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2536207.750000 Penalty: 4916.106934
	Iteration 172Q: 3 clusters Score -2536208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2536211.750000 Penalty: 4916.106934
	Iteration 173Q: 3 clusters Score -2536212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2536216.250000 Penalty: 4916.106934
	Iteration 174Q: 3 clusters Score -2536216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2536217.250000 Penalty: 4916.106934
	Iteration 175Q: 3 clusters Score -2536217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2536220.000000 Penalty: 4916.106934
	Iteration 176Q: 3 clusters Score -2536220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2536224.000000 Penalty: 4916.106934
	Iteration 177Q: 3 clusters Score -2536224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2536224.750000 Penalty: 4916.106934
	Iteration 178Q: 3 clusters Score -2536225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2536226.500000 Penalty: 4916.106934
	Iteration 179Q: 3 clusters Score -2536226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2536230.250000 Penalty: 4916.106934
	Iteration 180F: 3 clusters Score -2536230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2536228.750000 Penalty: 4916.106934
	Iteration 181Q: 3 clusters Score -2536229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -2536232.500000 Penalty: 4916.106934
	Iteration 182Q: 3 clusters Score -2536232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2536233.000000 Penalty: 4916.106934
	Iteration 183Q: 3 clusters Score -2536233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2536232.250000 Penalty: 4916.106934
	Iteration 184Q: 3 clusters Score -2536232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2536234.500000 Penalty: 4916.106934
	Iteration 185Q: 3 clusters Score -2536234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2536234.750000 Penalty: 4916.106934
	Iteration 186Q: 3 clusters Score -2536235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2536235.750000 Penalty: 4916.106934
	Iteration 187Q: 3 clusters Score -2536236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -2536235.500000 Penalty: 4916.106934
	Iteration 188Q: 3 clusters Score -2536236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2536237.250000 Penalty: 4916.106934
	Iteration 189Q: 3 clusters Score -2536237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2536237.500000 Penalty: 4916.106934
	Iteration 190Q: 3 clusters Score -2536238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2536234.500000 Penalty: 4916.106934
	Iteration 191Q: 3 clusters Score -2536234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2536237.250000 Penalty: 4916.106934
	Iteration 192Q: 3 clusters Score -2536237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2536245.250000 Penalty: 4916.106934
	Iteration 193Q: 3 clusters Score -2536245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2536249.500000 Penalty: 4916.106934
	Iteration 194Q: 3 clusters Score -2536250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2536246.750000 Penalty: 4916.106934
	Iteration 195Q: 3 clusters Score -2536247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2536250.250000 Penalty: 4916.106934
	Iteration 196Q: 3 clusters Score -2536250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2536249.500000 Penalty: 4916.106934
	Iteration 197Q: 3 clusters Score -2536250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2536245.750000 Penalty: 4916.106934
	Iteration 198Q: 3 clusters Score -2536246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2536245.500000 Penalty: 4916.106934
	Iteration 199Q: 3 clusters Score -2536246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2536245.500000 Penalty: 4916.106934
	Iteration 200F: 3 clusters Score -2536246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -4847763.500000 Penalty: 2642.936035
	Iteration 0F: 2 clusters Score -4847764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -4818990.000000 Penalty: 5285.872070
	Iteration 0F: 3 clusters Score -4818990 nChanged 19525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -4830871.500000 Penalty: 5285.872070
	Iteration 1F: 3 clusters Score -4830872 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -4832565.500000 Penalty: 5285.872070
	Iteration 2F: 3 clusters Score -4832566 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -4834303.500000 Penalty: 5285.872070
	Iteration 3F: 3 clusters Score -4834304 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -4835873.000000 Penalty: 5285.872070
	Iteration 4F: 3 clusters Score -4835873 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -4837040.500000 Penalty: 5285.872070
	Iteration 5F: 3 clusters Score -4837040 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -4837935.500000 Penalty: 5285.872070
	Iteration 6Q: 3 clusters Score -4837936 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -4838580.500000 Penalty: 5285.872070
	Iteration 7Q: 3 clusters Score -4838580 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -4839059.000000 Penalty: 5285.872070
	Iteration 8Q: 3 clusters Score -4839059 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -4839462.000000 Penalty: 5285.872070
	Iteration 9Q: 3 clusters Score -4839462 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -4839891.000000 Penalty: 5285.872070
	Iteration 10Q: 3 clusters Score -4839891 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -4840325.500000 Penalty: 5285.872070
	Iteration 11Q: 3 clusters Score -4840326 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -4840782.500000 Penalty: 5285.872070
	Iteration 12Q: 3 clusters Score -4840782 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -4841203.500000 Penalty: 5285.872070
	Iteration 13Q: 3 clusters Score -4841204 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -4841548.000000 Penalty: 5285.872070
	Iteration 14Q: 3 clusters Score -4841548 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -4841800.500000 Penalty: 5285.872070
	Iteration 15Q: 3 clusters Score -4841800 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -4841984.000000 Penalty: 5285.872070
	Iteration 16Q: 3 clusters Score -4841984 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -4842123.000000 Penalty: 5285.872070
	Iteration 17Q: 3 clusters Score -4842123 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -4842237.500000 Penalty: 5285.872070
	Iteration 18Q: 3 clusters Score -4842238 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -4842337.500000 Penalty: 5285.872070
	Iteration 19Q: 3 clusters Score -4842338 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -4842402.000000 Penalty: 5285.872070
	Iteration 20F: 3 clusters Score -4842402 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -4842472.000000 Penalty: 5285.872070
	Iteration 21Q: 3 clusters Score -4842472 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -4842561.500000 Penalty: 5285.872070
	Iteration 22Q: 3 clusters Score -4842562 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -4842618.000000 Penalty: 5285.872070
	Iteration 23Q: 3 clusters Score -4842618 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -4842689.500000 Penalty: 5285.872070
	Iteration 24Q: 3 clusters Score -4842690 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -4842761.500000 Penalty: 5285.872070
	Iteration 25Q: 3 clusters Score -4842762 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -4842848.500000 Penalty: 5285.872070
	Iteration 26Q: 3 clusters Score -4842848 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -4842947.000000 Penalty: 5285.872070
	Iteration 27Q: 3 clusters Score -4842947 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -4843034.000000 Penalty: 5285.872070
	Iteration 28Q: 3 clusters Score -4843034 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -4843150.000000 Penalty: 5285.872070
	Iteration 29Q: 3 clusters Score -4843150 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -4843302.500000 Penalty: 5285.872070
	Iteration 30Q: 3 clusters Score -4843302 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -4843432.500000 Penalty: 5285.872070
	Iteration 31Q: 3 clusters Score -4843432 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -4843542.500000 Penalty: 5285.872070
	Iteration 32Q: 3 clusters Score -4843542 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -4843698.500000 Penalty: 5285.872070
	Iteration 33Q: 3 clusters Score -4843698 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -4843858.000000 Penalty: 5285.872070
	Iteration 34Q: 3 clusters Score -4843858 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -4844047.500000 Penalty: 5285.872070
	Iteration 35Q: 3 clusters Score -4844048 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -4844208.000000 Penalty: 5285.872070
	Iteration 36Q: 3 clusters Score -4844208 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -4844367.000000 Penalty: 5285.872070
	Iteration 37Q: 3 clusters Score -4844367 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -4844501.500000 Penalty: 5285.872070
	Iteration 38Q: 3 clusters Score -4844502 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -4844659.000000 Penalty: 5285.872070
	Iteration 39Q: 3 clusters Score -4844659 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -4844810.500000 Penalty: 5285.872070
	Iteration 40F: 3 clusters Score -4844810 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -4844978.500000 Penalty: 5285.872070
	Iteration 41Q: 3 clusters Score -4844978 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -4845128.000000 Penalty: 5285.872070
	Iteration 42Q: 3 clusters Score -4845128 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -4845258.000000 Penalty: 5285.872070
	Iteration 43Q: 3 clusters Score -4845258 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -4845375.500000 Penalty: 5285.872070
	Iteration 44Q: 3 clusters Score -4845376 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -4845479.500000 Penalty: 5285.872070
	Iteration 45Q: 3 clusters Score -4845480 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -4845598.000000 Penalty: 5285.872070
	Iteration 46Q: 3 clusters Score -4845598 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -4845697.000000 Penalty: 5285.872070
	Iteration 47Q: 3 clusters Score -4845697 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -4845793.500000 Penalty: 5285.872070
	Iteration 48Q: 3 clusters Score -4845794 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -4845885.000000 Penalty: 5285.872070
	Iteration 49Q: 3 clusters Score -4845885 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -4845957.500000 Penalty: 5285.872070
	Iteration 50Q: 3 clusters Score -4845958 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -4846025.500000 Penalty: 5285.872070
	Iteration 51Q: 3 clusters Score -4846026 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -4846089.500000 Penalty: 5285.872070
	Iteration 52Q: 3 clusters Score -4846090 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -4846134.500000 Penalty: 5285.872070
	Iteration 53Q: 3 clusters Score -4846134 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -4846193.500000 Penalty: 5285.872070
	Iteration 54Q: 3 clusters Score -4846194 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -4846231.000000 Penalty: 5285.872070
	Iteration 55Q: 3 clusters Score -4846231 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -4846282.000000 Penalty: 5285.872070
	Iteration 56Q: 3 clusters Score -4846282 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -4846304.500000 Penalty: 5285.872070
	Iteration 57Q: 3 clusters Score -4846304 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -4846326.500000 Penalty: 5285.872070
	Iteration 58Q: 3 clusters Score -4846326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -4846341.000000 Penalty: 5285.872070
	Iteration 59Q: 3 clusters Score -4846341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -4846347.500000 Penalty: 5285.872070
	Iteration 60F: 3 clusters Score -4846348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -4846360.500000 Penalty: 5285.872070
	Iteration 61Q: 3 clusters Score -4846360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -4846364.000000 Penalty: 5285.872070
	Iteration 62Q: 3 clusters Score -4846364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -4846385.000000 Penalty: 5285.872070
	Iteration 63Q: 3 clusters Score -4846385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -4846411.000000 Penalty: 5285.872070
	Iteration 64Q: 3 clusters Score -4846411 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -4846426.000000 Penalty: 5285.872070
	Iteration 65Q: 3 clusters Score -4846426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -4846430.000000 Penalty: 5285.872070
	Iteration 66Q: 3 clusters Score -4846430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -4846439.500000 Penalty: 5285.872070
	Iteration 67Q: 3 clusters Score -4846440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -4846443.000000 Penalty: 5285.872070
	Iteration 68Q: 3 clusters Score -4846443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -4846442.000000 Penalty: 5285.872070
	Iteration 69Q: 3 clusters Score -4846442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -4846455.000000 Penalty: 5285.872070
	Iteration 70Q: 3 clusters Score -4846455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -4846451.500000 Penalty: 5285.872070
	Iteration 71Q: 3 clusters Score -4846452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -4846458.000000 Penalty: 5285.872070
	Iteration 72Q: 3 clusters Score -4846458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -4846466.000000 Penalty: 5285.872070
	Iteration 73Q: 3 clusters Score -4846466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -4846473.000000 Penalty: 5285.872070
	Iteration 74Q: 3 clusters Score -4846473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -4846476.500000 Penalty: 5285.872070
	Iteration 75Q: 3 clusters Score -4846476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -4846478.000000 Penalty: 5285.872070
	Iteration 76Q: 3 clusters Score -4846478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -4846471.500000 Penalty: 5285.872070
	Iteration 77Q: 3 clusters Score -4846472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -4846492.000000 Penalty: 5285.872070
	Iteration 78Q: 3 clusters Score -4846492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -4846495.500000 Penalty: 5285.872070
	Iteration 79Q: 3 clusters Score -4846496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -4846496.500000 Penalty: 5285.872070
	Iteration 80F: 3 clusters Score -4846496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -4846498.000000 Penalty: 5285.872070
	Iteration 81Q: 3 clusters Score -4846498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -4846500.000000 Penalty: 5285.872070
	Iteration 82Q: 3 clusters Score -4846500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -4846501.500000 Penalty: 5285.872070
	Iteration 83Q: 3 clusters Score -4846502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -4846504.500000 Penalty: 5285.872070
	Iteration 84Q: 3 clusters Score -4846504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -4846504.000000 Penalty: 5285.872070
	Iteration 85Q: 3 clusters Score -4846504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -4846507.500000 Penalty: 5285.872070
	Iteration 86Q: 3 clusters Score -4846508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -4846504.500000 Penalty: 5285.872070
	Iteration 87Q: 3 clusters Score -4846504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -4846504.500000 Penalty: 5285.872070
	Iteration 88F: 3 clusters Score -4846504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Entering Unmasked Estep 
Score: -1483897.750000 Penalty: 2329.793213
	Iteration 0F: 2 clusters Score -1483898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1474974.375000 Penalty: 4659.586426
	Iteration 0F: 3 clusters Score -1474974 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1477724.375000 Penalty: 4659.586426
	Iteration 1F: 3 clusters Score -1477724 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1478037.875000 Penalty: 4659.586426
	Iteration 2F: 3 clusters Score -1478038 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1478269.125000 Penalty: 4659.586426
	Iteration 3Q: 3 clusters Score -1478269 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1478457.125000 Penalty: 4659.586426
	Iteration 4Q: 3 clusters Score -1478457 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1478627.125000 Penalty: 4659.586426
	Iteration 5Q: 3 clusters Score -1478627 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1478790.000000 Penalty: 4659.586426
	Iteration 6Q: 3 clusters Score -1478790 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1478941.875000 Penalty: 4659.586426
	Iteration 7Q: 3 clusters Score -1478942 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1479117.250000 Penalty: 4659.586426
	Iteration 8Q: 3 clusters Score -1479117 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1479315.500000 Penalty: 4659.586426
	Iteration 9Q: 3 clusters Score -1479316 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1479531.375000 Penalty: 4659.586426
	Iteration 10Q: 3 clusters Score -1479531 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1479749.500000 Penalty: 4659.586426
	Iteration 11Q: 3 clusters Score -1479750 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1479964.000000 Penalty: 4659.586426
	Iteration 12Q: 3 clusters Score -1479964 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1480181.000000 Penalty: 4659.586426
	Iteration 13Q: 3 clusters Score -1480181 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1480380.625000 Penalty: 4659.586426
	Iteration 14Q: 3 clusters Score -1480381 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1480547.875000 Penalty: 4659.586426
	Iteration 15Q: 3 clusters Score -1480548 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1480722.875000 Penalty: 4659.586426
	Iteration 16Q: 3 clusters Score -1480723 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1480913.625000 Penalty: 4659.586426
	Iteration 17Q: 3 clusters Score -1480914 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1481098.000000 Penalty: 4659.586426
	Iteration 18Q: 3 clusters Score -1481098 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1481300.375000 Penalty: 4659.586426
	Iteration 19Q: 3 clusters Score -1481300 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1481448.625000 Penalty: 4659.586426
	Iteration 20F: 3 clusters Score -1481449 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1481570.750000 Penalty: 4659.586426
	Iteration 21Q: 3 clusters Score -1481571 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1481656.250000 Penalty: 4659.586426
	Iteration 22Q: 3 clusters Score -1481656 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1481715.750000 Penalty: 4659.586426
	Iteration 23Q: 3 clusters Score -1481716 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1481771.125000 Penalty: 4659.586426
	Iteration 24Q: 3 clusters Score -1481771 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1481800.875000 Penalty: 4659.586426
	Iteration 25Q: 3 clusters Score -1481801 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1481826.250000 Penalty: 4659.586426
	Iteration 26Q: 3 clusters Score -1481826 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1481856.125000 Penalty: 4659.586426
	Iteration 27Q: 3 clusters Score -1481856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1481883.750000 Penalty: 4659.586426
	Iteration 28Q: 3 clusters Score -1481884 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1481927.500000 Penalty: 4659.586426
	Iteration 29Q: 3 clusters Score -1481928 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1481971.125000 Penalty: 4659.586426
	Iteration 30Q: 3 clusters Score -1481971 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1481995.625000 Penalty: 4659.586426
	Iteration 31Q: 3 clusters Score -1481996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1482020.000000 Penalty: 4659.586426
	Iteration 32Q: 3 clusters Score -1482020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1482041.750000 Penalty: 4659.586426
	Iteration 33Q: 3 clusters Score -1482042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1482055.125000 Penalty: 4659.586426
	Iteration 34Q: 3 clusters Score -1482055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1482071.500000 Penalty: 4659.586426
	Iteration 35Q: 3 clusters Score -1482072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1482084.125000 Penalty: 4659.586426
	Iteration 36Q: 3 clusters Score -1482084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1482096.375000 Penalty: 4659.586426
	Iteration 37Q: 3 clusters Score -1482096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1482111.125000 Penalty: 4659.586426
	Iteration 38Q: 3 clusters Score -1482111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1482127.375000 Penalty: 4659.586426
	Iteration 39Q: 3 clusters Score -1482127 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1482150.875000 Penalty: 4659.586426
	Iteration 40F: 3 clusters Score -1482151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1482167.875000 Penalty: 4659.586426
	Iteration 41Q: 3 clusters Score -1482168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1482193.875000 Penalty: 4659.586426
	Iteration 42Q: 3 clusters Score -1482194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1482226.375000 Penalty: 4659.586426
	Iteration 43Q: 3 clusters Score -1482226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1482249.375000 Penalty: 4659.586426
	Iteration 44Q: 3 clusters Score -1482249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1482257.250000 Penalty: 4659.586426
	Iteration 45Q: 3 clusters Score -1482257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1482265.125000 Penalty: 4659.586426
	Iteration 46Q: 3 clusters Score -1482265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1482270.750000 Penalty: 4659.586426
	Iteration 47Q: 3 clusters Score -1482271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1482276.375000 Penalty: 4659.586426
	Iteration 48Q: 3 clusters Score -1482276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1482276.500000 Penalty: 4659.586426
	Iteration 49Q: 3 clusters Score -1482276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1482278.625000 Penalty: 4659.586426
	Iteration 50Q: 3 clusters Score -1482279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1482284.375000 Penalty: 4659.586426
	Iteration 51Q: 3 clusters Score -1482284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1482287.250000 Penalty: 4659.586426
	Iteration 52Q: 3 clusters Score -1482287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1482286.625000 Penalty: 4659.586426
	Iteration 53Q: 3 clusters Score -1482287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1482285.125000 Penalty: 4659.586426
	Iteration 54Q: 3 clusters Score -1482285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1482287.750000 Penalty: 4659.586426
	Iteration 55Q: 3 clusters Score -1482288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1482288.750000 Penalty: 4659.586426
	Iteration 56Q: 3 clusters Score -1482289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1482288.750000 Penalty: 4659.586426
	Iteration 57F: 3 clusters Score -1482289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Entering Unmasked Estep 
Score: -1217733.000000 Penalty: 2285.055664
	Iteration 0F: 2 clusters Score -1217733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1210027.000000 Penalty: 4570.111328
	Iteration 0F: 3 clusters Score -1210027 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1212299.750000 Penalty: 4570.111328
	Iteration 1F: 3 clusters Score -1212300 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1212651.500000 Penalty: 4570.111328
	Iteration 2F: 3 clusters Score -1212652 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1212945.000000 Penalty: 4570.111328
	Iteration 3F: 3 clusters Score -1212945 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1213220.500000 Penalty: 4570.111328
	Iteration 4F: 3 clusters Score -1213220 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1213497.000000 Penalty: 4570.111328
	Iteration 5Q: 3 clusters Score -1213497 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1213816.000000 Penalty: 4570.111328
	Iteration 6F: 3 clusters Score -1213816 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1214139.625000 Penalty: 4570.111328
	Iteration 7F: 3 clusters Score -1214140 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1214462.750000 Penalty: 4570.111328
	Iteration 8Q: 3 clusters Score -1214463 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1214807.250000 Penalty: 4570.111328
	Iteration 9Q: 3 clusters Score -1214807 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1215156.125000 Penalty: 4570.111328
	Iteration 10Q: 3 clusters Score -1215156 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1215438.000000 Penalty: 4570.111328
	Iteration 11Q: 3 clusters Score -1215438 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1215624.125000 Penalty: 4570.111328
	Iteration 12Q: 3 clusters Score -1215624 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1215748.500000 Penalty: 4570.111328
	Iteration 13Q: 3 clusters Score -1215748 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1215810.125000 Penalty: 4570.111328
	Iteration 14Q: 3 clusters Score -1215810 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1215848.000000 Penalty: 4570.111328
	Iteration 15Q: 3 clusters Score -1215848 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1215863.125000 Penalty: 4570.111328
	Iteration 16Q: 3 clusters Score -1215863 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1215877.250000 Penalty: 4570.111328
	Iteration 17Q: 3 clusters Score -1215877 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1215892.625000 Penalty: 4570.111328
	Iteration 18Q: 3 clusters Score -1215893 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1215903.375000 Penalty: 4570.111328
	Iteration 19Q: 3 clusters Score -1215903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1215910.875000 Penalty: 4570.111328
	Iteration 20F: 3 clusters Score -1215911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1215917.250000 Penalty: 4570.111328
	Iteration 21Q: 3 clusters Score -1215917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1215923.125000 Penalty: 4570.111328
	Iteration 22Q: 3 clusters Score -1215923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1215925.500000 Penalty: 4570.111328
	Iteration 23Q: 3 clusters Score -1215926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1215930.125000 Penalty: 4570.111328
	Iteration 24Q: 3 clusters Score -1215930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1215930.875000 Penalty: 4570.111328
	Iteration 25Q: 3 clusters Score -1215931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1215932.500000 Penalty: 4570.111328
	Iteration 26Q: 3 clusters Score -1215932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1215934.500000 Penalty: 4570.111328
	Iteration 27Q: 3 clusters Score -1215934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1215934.750000 Penalty: 4570.111328
	Iteration 28Q: 3 clusters Score -1215935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1215936.125000 Penalty: 4570.111328
	Iteration 29Q: 3 clusters Score -1215936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1215935.750000 Penalty: 4570.111328
	Iteration 30Q: 3 clusters Score -1215936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1215939.250000 Penalty: 4570.111328
	Iteration 31Q: 3 clusters Score -1215939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1215942.625000 Penalty: 4570.111328
	Iteration 32Q: 3 clusters Score -1215943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1215944.000000 Penalty: 4570.111328
	Iteration 33Q: 3 clusters Score -1215944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1215948.000000 Penalty: 4570.111328
	Iteration 34Q: 3 clusters Score -1215948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1215952.375000 Penalty: 4570.111328
	Iteration 35Q: 3 clusters Score -1215952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1215951.875000 Penalty: 4570.111328
	Iteration 36Q: 3 clusters Score -1215952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1215954.625000 Penalty: 4570.111328
	Iteration 37Q: 3 clusters Score -1215955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1215960.125000 Penalty: 4570.111328
	Iteration 38Q: 3 clusters Score -1215960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1215961.250000 Penalty: 4570.111328
	Iteration 39Q: 3 clusters Score -1215961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1215964.000000 Penalty: 4570.111328
	Iteration 40F: 3 clusters Score -1215964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1215964.500000 Penalty: 4570.111328
	Iteration 41Q: 3 clusters Score -1215964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1215965.500000 Penalty: 4570.111328
	Iteration 42Q: 3 clusters Score -1215966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1215966.875000 Penalty: 4570.111328
	Iteration 43Q: 3 clusters Score -1215967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1215968.125000 Penalty: 4570.111328
	Iteration 44Q: 3 clusters Score -1215968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1215967.500000 Penalty: 4570.111328
	Iteration 45Q: 3 clusters Score -1215968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1215967.375000 Penalty: 4570.111328
	Iteration 46Q: 3 clusters Score -1215967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1215967.375000 Penalty: 4570.111328
	Iteration 47F: 3 clusters Score -1215967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Entering Unmasked Estep 
Score: -4391773.000000 Penalty: 2598.562744
	Iteration 0F: 2 clusters Score -4391773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -4367370.500000 Penalty: 5197.125488
	Iteration 0F: 3 clusters Score -4367370 nChanged 16264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -4376283.500000 Penalty: 5197.125488
	Iteration 1F: 3 clusters Score -4376284 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -4376874.000000 Penalty: 5197.125488
	Iteration 2Q: 3 clusters Score -4376874 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -4377699.500000 Penalty: 5197.125488
	Iteration 3Q: 3 clusters Score -4377700 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -4378931.500000 Penalty: 5197.125488
	Iteration 4F: 3 clusters Score -4378932 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -4380398.500000 Penalty: 5197.125488
	Iteration 5F: 3 clusters Score -4380398 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -4382056.000000 Penalty: 5197.125488
	Iteration 6F: 3 clusters Score -4382056 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -4383903.500000 Penalty: 5197.125488
	Iteration 7F: 3 clusters Score -4383904 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -4385581.500000 Penalty: 5197.125488
	Iteration 8F: 3 clusters Score -4385582 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -4386733.500000 Penalty: 5197.125488
	Iteration 9F: 3 clusters Score -4386734 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -4387469.500000 Penalty: 5197.125488
	Iteration 10Q: 3 clusters Score -4387470 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -4387903.500000 Penalty: 5197.125488
	Iteration 11Q: 3 clusters Score -4387904 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -4388155.000000 Penalty: 5197.125488
	Iteration 12Q: 3 clusters Score -4388155 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -4388350.000000 Penalty: 5197.125488
	Iteration 13Q: 3 clusters Score -4388350 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -4388511.500000 Penalty: 5197.125488
	Iteration 14Q: 3 clusters Score -4388512 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -4388637.500000 Penalty: 5197.125488
	Iteration 15Q: 3 clusters Score -4388638 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -4388768.500000 Penalty: 5197.125488
	Iteration 16Q: 3 clusters Score -4388768 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -4388887.000000 Penalty: 5197.125488
	Iteration 17Q: 3 clusters Score -4388887 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -4388992.500000 Penalty: 5197.125488
	Iteration 18Q: 3 clusters Score -4388992 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -4389083.500000 Penalty: 5197.125488
	Iteration 19Q: 3 clusters Score -4389084 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -4389163.000000 Penalty: 5197.125488
	Iteration 20F: 3 clusters Score -4389163 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -4389239.000000 Penalty: 5197.125488
	Iteration 21Q: 3 clusters Score -4389239 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -4389317.500000 Penalty: 5197.125488
	Iteration 22Q: 3 clusters Score -4389318 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -4389367.500000 Penalty: 5197.125488
	Iteration 23Q: 3 clusters Score -4389368 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -4389405.500000 Penalty: 5197.125488
	Iteration 24Q: 3 clusters Score -4389406 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -4389451.500000 Penalty: 5197.125488
	Iteration 25Q: 3 clusters Score -4389452 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -4389490.500000 Penalty: 5197.125488
	Iteration 26Q: 3 clusters Score -4389490 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -4389500.500000 Penalty: 5197.125488
	Iteration 27Q: 3 clusters Score -4389500 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -4389537.500000 Penalty: 5197.125488
	Iteration 28Q: 3 clusters Score -4389538 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -4389561.500000 Penalty: 5197.125488
	Iteration 29Q: 3 clusters Score -4389562 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -4389585.500000 Penalty: 5197.125488
	Iteration 30Q: 3 clusters Score -4389586 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -4389588.000000 Penalty: 5197.125488
	Iteration 31Q: 3 clusters Score -4389588 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -4389627.000000 Penalty: 5197.125488
	Iteration 32Q: 3 clusters Score -4389627 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -4389651.000000 Penalty: 5197.125488
	Iteration 33Q: 3 clusters Score -4389651 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -4389685.000000 Penalty: 5197.125488
	Iteration 34Q: 3 clusters Score -4389685 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -4389702.000000 Penalty: 5197.125488
	Iteration 35Q: 3 clusters Score -4389702 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -4389717.500000 Penalty: 5197.125488
	Iteration 36Q: 3 clusters Score -4389718 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -4389723.500000 Penalty: 5197.125488
	Iteration 37Q: 3 clusters Score -4389724 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -4389737.500000 Penalty: 5197.125488
	Iteration 38Q: 3 clusters Score -4389738 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -4389757.000000 Penalty: 5197.125488
	Iteration 39Q: 3 clusters Score -4389757 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -4389784.500000 Penalty: 5197.125488
	Iteration 40F: 3 clusters Score -4389784 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -4389809.500000 Penalty: 5197.125488
	Iteration 41Q: 3 clusters Score -4389810 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -4389812.500000 Penalty: 5197.125488
	Iteration 42Q: 3 clusters Score -4389812 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -4389827.000000 Penalty: 5197.125488
	Iteration 43Q: 3 clusters Score -4389827 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -4389831.500000 Penalty: 5197.125488
	Iteration 44Q: 3 clusters Score -4389832 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -4389828.500000 Penalty: 5197.125488
	Iteration 45Q: 3 clusters Score -4389828 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -4389847.500000 Penalty: 5197.125488
	Iteration 46Q: 3 clusters Score -4389848 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -4389854.000000 Penalty: 5197.125488
	Iteration 47Q: 3 clusters Score -4389854 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -4389856.500000 Penalty: 5197.125488
	Iteration 48Q: 3 clusters Score -4389856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -4389849.500000 Penalty: 5197.125488
	Iteration 49Q: 3 clusters Score -4389850 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -4389863.000000 Penalty: 5197.125488
	Iteration 50Q: 3 clusters Score -4389863 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -4389876.000000 Penalty: 5197.125488
	Iteration 51Q: 3 clusters Score -4389876 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -4389879.000000 Penalty: 5197.125488
	Iteration 52Q: 3 clusters Score -4389879 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -4389880.000000 Penalty: 5197.125488
	Iteration 53Q: 3 clusters Score -4389880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -4389881.500000 Penalty: 5197.125488
	Iteration 54Q: 3 clusters Score -4389882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -4389895.500000 Penalty: 5197.125488
	Iteration 55Q: 3 clusters Score -4389896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -4389893.000000 Penalty: 5197.125488
	Iteration 56Q: 3 clusters Score -4389893 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -4389900.500000 Penalty: 5197.125488
	Iteration 57Q: 3 clusters Score -4389900 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -4389906.500000 Penalty: 5197.125488
	Iteration 58Q: 3 clusters Score -4389906 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -4389909.500000 Penalty: 5197.125488
	Iteration 59Q: 3 clusters Score -4389910 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -4389927.500000 Penalty: 5197.125488
	Iteration 60F: 3 clusters Score -4389928 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -4389940.500000 Penalty: 5197.125488
	Iteration 61Q: 3 clusters Score -4389940 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -4389945.500000 Penalty: 5197.125488
	Iteration 62Q: 3 clusters Score -4389946 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -4389951.000000 Penalty: 5197.125488
	Iteration 63Q: 3 clusters Score -4389951 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -4389954.500000 Penalty: 5197.125488
	Iteration 64Q: 3 clusters Score -4389954 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -4389971.000000 Penalty: 5197.125488
	Iteration 65Q: 3 clusters Score -4389971 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -4389976.000000 Penalty: 5197.125488
	Iteration 66Q: 3 clusters Score -4389976 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -4389999.500000 Penalty: 5197.125488
	Iteration 67Q: 3 clusters Score -4390000 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -4390008.000000 Penalty: 5197.125488
	Iteration 68Q: 3 clusters Score -4390008 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -4390006.500000 Penalty: 5197.125488
	Iteration 69Q: 3 clusters Score -4390006 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -4390006.500000 Penalty: 5197.125488
	Iteration 70Q: 3 clusters Score -4390006 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -4390021.000000 Penalty: 5197.125488
	Iteration 71Q: 3 clusters Score -4390021 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -4390026.500000 Penalty: 5197.125488
	Iteration 72Q: 3 clusters Score -4390026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -4390024.000000 Penalty: 5197.125488
	Iteration 73Q: 3 clusters Score -4390024 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -4390035.500000 Penalty: 5197.125488
	Iteration 74Q: 3 clusters Score -4390036 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -4390042.000000 Penalty: 5197.125488
	Iteration 75Q: 3 clusters Score -4390042 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -4390049.500000 Penalty: 5197.125488
	Iteration 76Q: 3 clusters Score -4390050 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -4390064.000000 Penalty: 5197.125488
	Iteration 77Q: 3 clusters Score -4390064 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -4390071.000000 Penalty: 5197.125488
	Iteration 78Q: 3 clusters Score -4390071 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -4390076.000000 Penalty: 5197.125488
	Iteration 79Q: 3 clusters Score -4390076 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -4390073.000000 Penalty: 5197.125488
	Iteration 80F: 3 clusters Score -4390073 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -4390074.000000 Penalty: 5197.125488
	Iteration 81Q: 3 clusters Score -4390074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -4390077.500000 Penalty: 5197.125488
	Iteration 82Q: 3 clusters Score -4390078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -4390076.000000 Penalty: 5197.125488
	Iteration 83Q: 3 clusters Score -4390076 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -4390089.500000 Penalty: 5197.125488
	Iteration 84Q: 3 clusters Score -4390090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -4390103.500000 Penalty: 5197.125488
	Iteration 85Q: 3 clusters Score -4390104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -4390100.500000 Penalty: 5197.125488
	Iteration 86Q: 3 clusters Score -4390100 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -4390110.500000 Penalty: 5197.125488
	Iteration 87Q: 3 clusters Score -4390110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -4390100.000000 Penalty: 5197.125488
	Iteration 88Q: 3 clusters Score -4390100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -4390104.000000 Penalty: 5197.125488
	Iteration 89Q: 3 clusters Score -4390104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -4390124.000000 Penalty: 5197.125488
	Iteration 90Q: 3 clusters Score -4390124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -4390118.500000 Penalty: 5197.125488
	Iteration 91Q: 3 clusters Score -4390118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -4390119.000000 Penalty: 5197.125488
	Iteration 92Q: 3 clusters Score -4390119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -4390124.000000 Penalty: 5197.125488
	Iteration 93Q: 3 clusters Score -4390124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -4390128.500000 Penalty: 5197.125488
	Iteration 94Q: 3 clusters Score -4390128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -4390130.500000 Penalty: 5197.125488
	Iteration 95Q: 3 clusters Score -4390130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -4390134.000000 Penalty: 5197.125488
	Iteration 96Q: 3 clusters Score -4390134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -4390143.500000 Penalty: 5197.125488
	Iteration 97Q: 3 clusters Score -4390144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -4390150.000000 Penalty: 5197.125488
	Iteration 98Q: 3 clusters Score -4390150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -4390161.000000 Penalty: 5197.125488
	Iteration 99Q: 3 clusters Score -4390161 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -4390164.500000 Penalty: 5197.125488
	Iteration 100F: 3 clusters Score -4390164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -4390159.500000 Penalty: 5197.125488
	Iteration 101Q: 3 clusters Score -4390160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -4390176.500000 Penalty: 5197.125488
	Iteration 102Q: 3 clusters Score -4390176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -4390185.500000 Penalty: 5197.125488
	Iteration 103Q: 3 clusters Score -4390186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -4390180.000000 Penalty: 5197.125488
	Iteration 104Q: 3 clusters Score -4390180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -4390184.000000 Penalty: 5197.125488
	Iteration 105Q: 3 clusters Score -4390184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -4390187.500000 Penalty: 5197.125488
	Iteration 106Q: 3 clusters Score -4390188 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -4390189.000000 Penalty: 5197.125488
	Iteration 107Q: 3 clusters Score -4390189 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -4390190.000000 Penalty: 5197.125488
	Iteration 108Q: 3 clusters Score -4390190 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -4390196.000000 Penalty: 5197.125488
	Iteration 109Q: 3 clusters Score -4390196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -4390203.000000 Penalty: 5197.125488
	Iteration 110Q: 3 clusters Score -4390203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -4390204.500000 Penalty: 5197.125488
	Iteration 111Q: 3 clusters Score -4390204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -4390200.000000 Penalty: 5197.125488
	Iteration 112Q: 3 clusters Score -4390200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -4390213.500000 Penalty: 5197.125488
	Iteration 113Q: 3 clusters Score -4390214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -4390219.000000 Penalty: 5197.125488
	Iteration 114Q: 3 clusters Score -4390219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -4390228.500000 Penalty: 5197.125488
	Iteration 115Q: 3 clusters Score -4390228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -4390232.500000 Penalty: 5197.125488
	Iteration 116Q: 3 clusters Score -4390232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -4390234.000000 Penalty: 5197.125488
	Iteration 117Q: 3 clusters Score -4390234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -4390233.000000 Penalty: 5197.125488
	Iteration 118Q: 3 clusters Score -4390233 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -4390243.000000 Penalty: 5197.125488
	Iteration 119Q: 3 clusters Score -4390243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -4390244.000000 Penalty: 5197.125488
	Iteration 120F: 3 clusters Score -4390244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -4390250.000000 Penalty: 5197.125488
	Iteration 121Q: 3 clusters Score -4390250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -4390258.000000 Penalty: 5197.125488
	Iteration 122Q: 3 clusters Score -4390258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -4390252.500000 Penalty: 5197.125488
	Iteration 123Q: 3 clusters Score -4390252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -4390260.000000 Penalty: 5197.125488
	Iteration 124Q: 3 clusters Score -4390260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -4390265.500000 Penalty: 5197.125488
	Iteration 125Q: 3 clusters Score -4390266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -4390269.500000 Penalty: 5197.125488
	Iteration 126Q: 3 clusters Score -4390270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -4390270.500000 Penalty: 5197.125488
	Iteration 127Q: 3 clusters Score -4390270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -4390271.500000 Penalty: 5197.125488
	Iteration 128Q: 3 clusters Score -4390272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -4390271.500000 Penalty: 5197.125488
	Iteration 129F: 3 clusters Score -4390272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (229873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229873 members 
Entering Unmasked Estep 
Score: -28055212.000000 Penalty: 3061.630127
	Iteration 0F: 2 clusters Score -2.805521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114397 members 
Mstep: Class 2 contains 115476 members 
Entering Unmasked Estep 
Score: -27904158.000000 Penalty: 6123.260254
	Iteration 0F: 3 clusters Score -2.790416e+07 nChanged 110897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103250 members 
Mstep: Class 2 contains 126623 members 
Entering Unmasked Estep 
Score: -27970980.000000 Penalty: 6123.260254
	Iteration 1F: 3 clusters Score -2.797098e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96188 members 
Mstep: Class 2 contains 133685 members 
Entering Unmasked Estep 
Score: -27973808.000000 Penalty: 6123.260254
	Iteration 2Q: 3 clusters Score -2.797381e+07 nChanged 11648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85266 members 
Mstep: Class 2 contains 144607 members 
Entering Unmasked Estep 
Score: -27979332.000000 Penalty: 6123.260254
	Iteration 3F: 3 clusters Score -2.797933e+07 nChanged 16069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69431 members 
Mstep: Class 2 contains 160442 members 
Entering Unmasked Estep 
Score: -27989708.000000 Penalty: 6123.260254
	Iteration 4F: 3 clusters Score -2.798971e+07 nChanged 20718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 181080 members 
Entering Unmasked Estep 
Score: -28006890.000000 Penalty: 6123.260254
	Iteration 5F: 3 clusters Score -2.800689e+07 nChanged 21749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 202809 members 
Entering Unmasked Estep 
Score: -28026994.000000 Penalty: 6123.260254
	Iteration 6F: 3 clusters Score -2.802699e+07 nChanged 15904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 218707 members 
Entering Unmasked Estep 
Score: -28042248.000000 Penalty: 6123.260254
	Iteration 7F: 3 clusters Score -2.804225e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 226226 members 
Entering Unmasked Estep 
Score: -28049264.000000 Penalty: 6123.260254
	Iteration 8Q: 3 clusters Score -2.804926e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 228745 members 
Entering Unmasked Estep 
Score: -28051514.000000 Penalty: 6123.260254
	Iteration 9Q: 3 clusters Score -2.805151e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 229390 members 
Entering Unmasked Estep 
Score: -28052084.000000 Penalty: 6123.260254
	Iteration 10Q: 3 clusters Score -2.805208e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 229547 members 
Entering Unmasked Estep 
Score: -28052270.000000 Penalty: 6123.260254
	Iteration 11Q: 3 clusters Score -2.805227e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 229599 members 
Entering Unmasked Estep 
Score: -28052402.000000 Penalty: 6123.260254
	Iteration 12Q: 3 clusters Score -2.80524e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 229622 members 
Entering Unmasked Estep 
Score: -28052454.000000 Penalty: 6123.260254
	Iteration 13Q: 3 clusters Score -2.805245e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 229633 members 
Entering Unmasked Estep 
Score: -28052470.000000 Penalty: 6123.260254
	Iteration 14Q: 3 clusters Score -2.805247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 229637 members 
Entering Unmasked Estep 
Score: -28052504.000000 Penalty: 6123.260254
	Iteration 15Q: 3 clusters Score -2.80525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 229645 members 
Entering Unmasked Estep 
Score: -28052504.000000 Penalty: 6123.260254
	Iteration 16Q: 3 clusters Score -2.80525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 229649 members 
Entering Unmasked Estep 
Score: -28052524.000000 Penalty: 6123.260254
	Iteration 17Q: 3 clusters Score -2.805252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 229653 members 
Entering Unmasked Estep 
Score: -28052524.000000 Penalty: 6123.260254
	Iteration 18Q: 3 clusters Score -2.805252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 229652 members 
Entering Unmasked Estep 
Score: -28052520.000000 Penalty: 6123.260254
	Iteration 19Q: 3 clusters Score -2.805252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 229649 members 
Entering Unmasked Estep 
Score: -28052524.000000 Penalty: 6123.260254
	Iteration 20F: 3 clusters Score -2.805252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 229653 members 
Entering Unmasked Estep 
Score: -28052534.000000 Penalty: 6123.260254
	Iteration 21Q: 3 clusters Score -2.805253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 229655 members 
Entering Unmasked Estep 
Score: -28052548.000000 Penalty: 6123.260254
	Iteration 22Q: 3 clusters Score -2.805255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 229661 members 
Entering Unmasked Estep 
Score: -28052542.000000 Penalty: 6123.260254
	Iteration 23Q: 3 clusters Score -2.805254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 229663 members 
Entering Unmasked Estep 
Score: -28052550.000000 Penalty: 6123.260254
	Iteration 24Q: 3 clusters Score -2.805255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 229663 members 
Entering Unmasked Estep 
Score: -28052554.000000 Penalty: 6123.260254
	Iteration 25Q: 3 clusters Score -2.805255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 229662 members 
Entering Unmasked Estep 
Score: -28052554.000000 Penalty: 6123.260254
	Iteration 26Q: 3 clusters Score -2.805255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 229662 members 
Entering Unmasked Estep 
Score: -28052554.000000 Penalty: 6123.260254
	Iteration 27F: 3 clusters Score -2.805255e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Entering Unmasked Estep 
Score: -4021935.000000 Penalty: 2579.805908
	Iteration 0F: 2 clusters Score -4021935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -3999422.250000 Penalty: 5159.611816
	Iteration 0F: 3 clusters Score -3999422 nChanged 14902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -4007375.000000 Penalty: 5159.611816
	Iteration 1F: 3 clusters Score -4007375 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -4007832.500000 Penalty: 5159.611816
	Iteration 2Q: 3 clusters Score -4007832 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -4008237.500000 Penalty: 5159.611816
	Iteration 3Q: 3 clusters Score -4008238 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -4008619.250000 Penalty: 5159.611816
	Iteration 4Q: 3 clusters Score -4008619 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -4008965.750000 Penalty: 5159.611816
	Iteration 5Q: 3 clusters Score -4008966 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -4009334.750000 Penalty: 5159.611816
	Iteration 6Q: 3 clusters Score -4009335 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -4009728.250000 Penalty: 5159.611816
	Iteration 7Q: 3 clusters Score -4009728 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -4010168.250000 Penalty: 5159.611816
	Iteration 8Q: 3 clusters Score -4010168 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -4010697.250000 Penalty: 5159.611816
	Iteration 9Q: 3 clusters Score -4010697 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -4011292.250000 Penalty: 5159.611816
	Iteration 10Q: 3 clusters Score -4011292 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -4011960.750000 Penalty: 5159.611816
	Iteration 11Q: 3 clusters Score -4011961 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -4012624.250000 Penalty: 5159.611816
	Iteration 12Q: 3 clusters Score -4012624 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -4013303.000000 Penalty: 5159.611816
	Iteration 13Q: 3 clusters Score -4013303 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -4013954.750000 Penalty: 5159.611816
	Iteration 14Q: 3 clusters Score -4013955 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -4014560.500000 Penalty: 5159.611816
	Iteration 15Q: 3 clusters Score -4014560 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -4015004.250000 Penalty: 5159.611816
	Iteration 16Q: 3 clusters Score -4015004 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -4015387.000000 Penalty: 5159.611816
	Iteration 17Q: 3 clusters Score -4015387 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -4015750.000000 Penalty: 5159.611816
	Iteration 18Q: 3 clusters Score -4015750 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -4016050.500000 Penalty: 5159.611816
	Iteration 19Q: 3 clusters Score -4016050 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -4016372.750000 Penalty: 5159.611816
	Iteration 20F: 3 clusters Score -4016373 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -4016707.500000 Penalty: 5159.611816
	Iteration 21Q: 3 clusters Score -4016708 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -4017084.250000 Penalty: 5159.611816
	Iteration 22Q: 3 clusters Score -4017084 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -4017461.500000 Penalty: 5159.611816
	Iteration 23Q: 3 clusters Score -4017462 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -4017816.250000 Penalty: 5159.611816
	Iteration 24Q: 3 clusters Score -4017816 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4018187.000000 Penalty: 5159.611816
	Iteration 25Q: 3 clusters Score -4018187 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -4018536.250000 Penalty: 5159.611816
	Iteration 26Q: 3 clusters Score -4018536 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -4018830.250000 Penalty: 5159.611816
	Iteration 27Q: 3 clusters Score -4018830 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4019116.750000 Penalty: 5159.611816
	Iteration 28Q: 3 clusters Score -4019117 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4019325.750000 Penalty: 5159.611816
	Iteration 29Q: 3 clusters Score -4019326 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4019464.750000 Penalty: 5159.611816
	Iteration 30Q: 3 clusters Score -4019465 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4019569.250000 Penalty: 5159.611816
	Iteration 31Q: 3 clusters Score -4019569 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4019648.250000 Penalty: 5159.611816
	Iteration 32Q: 3 clusters Score -4019648 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4019695.750000 Penalty: 5159.611816
	Iteration 33Q: 3 clusters Score -4019696 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4019729.000000 Penalty: 5159.611816
	Iteration 34Q: 3 clusters Score -4019729 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4019765.000000 Penalty: 5159.611816
	Iteration 35Q: 3 clusters Score -4019765 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4019795.750000 Penalty: 5159.611816
	Iteration 36Q: 3 clusters Score -4019796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4019816.250000 Penalty: 5159.611816
	Iteration 37Q: 3 clusters Score -4019816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4019823.500000 Penalty: 5159.611816
	Iteration 38Q: 3 clusters Score -4019824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4019832.000000 Penalty: 5159.611816
	Iteration 39Q: 3 clusters Score -4019832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4019833.500000 Penalty: 5159.611816
	Iteration 40F: 3 clusters Score -4019834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4019841.250000 Penalty: 5159.611816
	Iteration 41Q: 3 clusters Score -4019841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4019847.000000 Penalty: 5159.611816
	Iteration 42Q: 3 clusters Score -4019847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4019843.750000 Penalty: 5159.611816
	Iteration 43Q: 3 clusters Score -4019844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4019844.750000 Penalty: 5159.611816
	Iteration 44Q: 3 clusters Score -4019845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4019848.750000 Penalty: 5159.611816
	Iteration 45Q: 3 clusters Score -4019849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4019854.500000 Penalty: 5159.611816
	Iteration 46Q: 3 clusters Score -4019854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4019856.000000 Penalty: 5159.611816
	Iteration 47Q: 3 clusters Score -4019856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4019863.750000 Penalty: 5159.611816
	Iteration 48Q: 3 clusters Score -4019864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4019860.750000 Penalty: 5159.611816
	Iteration 49Q: 3 clusters Score -4019861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4019862.750000 Penalty: 5159.611816
	Iteration 50Q: 3 clusters Score -4019863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4019864.250000 Penalty: 5159.611816
	Iteration 51Q: 3 clusters Score -4019864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4019868.500000 Penalty: 5159.611816
	Iteration 52Q: 3 clusters Score -4019868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4019872.250000 Penalty: 5159.611816
	Iteration 53Q: 3 clusters Score -4019872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4019866.250000 Penalty: 5159.611816
	Iteration 54Q: 3 clusters Score -4019866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4019870.750000 Penalty: 5159.611816
	Iteration 55Q: 3 clusters Score -4019871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4019870.750000 Penalty: 5159.611816
	Iteration 56F: 3 clusters Score -4019871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -79301.687500 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -79301.69 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 412 members 
Entering Unmasked Estep 
Score: -77603.187500 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -77603.19 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -77829.203125 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -77829.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -77929.132812 Penalty: 3279.572266
	Iteration 2Q: 3 clusters Score -77929.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -77980.312500 Penalty: 3279.572266
	Iteration 3Q: 3 clusters Score -77980.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -78065.601562 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -78065.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -78163.023438 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -78163.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -78238.304688 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -78238.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -78297.421875 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -78297.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -78352.281250 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -78352.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -78378.812500 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -78378.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -78411.429688 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -78411.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -78442.703125 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -78442.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -78470.460938 Penalty: 3279.572266
	Iteration 12Q: 3 clusters Score -78470.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -78483.757812 Penalty: 3279.572266
	Iteration 13Q: 3 clusters Score -78483.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -78483.757812 Penalty: 3279.572266
	Iteration 14F: 3 clusters Score -78483.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (154641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154641 members 
Entering Unmasked Estep 
Score: -18749630.000000 Penalty: 2963.317627
	Iteration 0F: 2 clusters Score -1.874963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77145 members 
Mstep: Class 2 contains 77496 members 
Entering Unmasked Estep 
Score: -18646032.000000 Penalty: 5926.635254
	Iteration 0F: 3 clusters Score -1.864603e+07 nChanged 73855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74028 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -18688476.000000 Penalty: 5926.635254
	Iteration 1F: 3 clusters Score -1.868848e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72064 members 
Mstep: Class 2 contains 82577 members 
Entering Unmasked Estep 
Score: -18689846.000000 Penalty: 5926.635254
	Iteration 2Q: 3 clusters Score -1.868985e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69048 members 
Mstep: Class 2 contains 85593 members 
Entering Unmasked Estep 
Score: -18691496.000000 Penalty: 5926.635254
	Iteration 3Q: 3 clusters Score -1.86915e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64303 members 
Mstep: Class 2 contains 90338 members 
Entering Unmasked Estep 
Score: -18694116.000000 Penalty: 5926.635254
	Iteration 4Q: 3 clusters Score -1.869412e+07 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57118 members 
Mstep: Class 2 contains 97523 members 
Entering Unmasked Estep 
Score: -18698812.000000 Penalty: 5926.635254
	Iteration 5F: 3 clusters Score -1.869881e+07 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 107274 members 
Entering Unmasked Estep 
Score: -18705848.000000 Penalty: 5926.635254
	Iteration 6F: 3 clusters Score -1.870585e+07 nChanged 12592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 119192 members 
Entering Unmasked Estep 
Score: -18715982.000000 Penalty: 5926.635254
	Iteration 7F: 3 clusters Score -1.871598e+07 nChanged 12452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 131240 members 
Entering Unmasked Estep 
Score: -18726832.000000 Penalty: 5926.635254
	Iteration 8F: 3 clusters Score -1.872683e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 140940 members 
Entering Unmasked Estep 
Score: -18735994.000000 Penalty: 5926.635254
	Iteration 9F: 3 clusters Score -1.873599e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 147167 members 
Entering Unmasked Estep 
Score: -18741696.000000 Penalty: 5926.635254
	Iteration 10Q: 3 clusters Score -1.87417e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 150495 members 
Entering Unmasked Estep 
Score: -18744600.000000 Penalty: 5926.635254
	Iteration 11Q: 3 clusters Score -1.87446e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 152130 members 
Entering Unmasked Estep 
Score: -18745996.000000 Penalty: 5926.635254
	Iteration 12Q: 3 clusters Score -1.8746e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 152864 members 
Entering Unmasked Estep 
Score: -18746610.000000 Penalty: 5926.635254
	Iteration 13Q: 3 clusters Score -1.874661e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 153188 members 
Entering Unmasked Estep 
Score: -18746866.000000 Penalty: 5926.635254
	Iteration 14Q: 3 clusters Score -1.874687e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 153340 members 
Entering Unmasked Estep 
Score: -18746976.000000 Penalty: 5926.635254
	Iteration 15Q: 3 clusters Score -1.874698e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 153437 members 
Entering Unmasked Estep 
Score: -18747078.000000 Penalty: 5926.635254
	Iteration 16Q: 3 clusters Score -1.874708e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 153503 members 
Entering Unmasked Estep 
Score: -18747128.000000 Penalty: 5926.635254
	Iteration 17Q: 3 clusters Score -1.874713e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 153545 members 
Entering Unmasked Estep 
Score: -18747222.000000 Penalty: 5926.635254
	Iteration 18Q: 3 clusters Score -1.874722e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 153575 members 
Entering Unmasked Estep 
Score: -18747252.000000 Penalty: 5926.635254
	Iteration 19Q: 3 clusters Score -1.874725e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 153588 members 
Entering Unmasked Estep 
Score: -18747262.000000 Penalty: 5926.635254
	Iteration 20F: 3 clusters Score -1.874726e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 153597 members 
Entering Unmasked Estep 
Score: -18747312.000000 Penalty: 5926.635254
	Iteration 21Q: 3 clusters Score -1.874731e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 153608 members 
Entering Unmasked Estep 
Score: -18747320.000000 Penalty: 5926.635254
	Iteration 22Q: 3 clusters Score -1.874732e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 153621 members 
Entering Unmasked Estep 
Score: -18747346.000000 Penalty: 5926.635254
	Iteration 23Q: 3 clusters Score -1.874735e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 153621 members 
Entering Unmasked Estep 
Score: -18747368.000000 Penalty: 5926.635254
	Iteration 24Q: 3 clusters Score -1.874737e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 153622 members 
Entering Unmasked Estep 
Score: -18747388.000000 Penalty: 5926.635254
	Iteration 25Q: 3 clusters Score -1.874739e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 153619 members 
Entering Unmasked Estep 
Score: -18747426.000000 Penalty: 5926.635254
	Iteration 26Q: 3 clusters Score -1.874743e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 153613 members 
Entering Unmasked Estep 
Score: -18747434.000000 Penalty: 5926.635254
	Iteration 27Q: 3 clusters Score -1.874743e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 153619 members 
Entering Unmasked Estep 
Score: -18747450.000000 Penalty: 5926.635254
	Iteration 28Q: 3 clusters Score -1.874745e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 153619 members 
Entering Unmasked Estep 
Score: -18747480.000000 Penalty: 5926.635254
	Iteration 29Q: 3 clusters Score -1.874748e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 153615 members 
Entering Unmasked Estep 
Score: -18747496.000000 Penalty: 5926.635254
	Iteration 30Q: 3 clusters Score -1.87475e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 153616 members 
Entering Unmasked Estep 
Score: -18747512.000000 Penalty: 5926.635254
	Iteration 31Q: 3 clusters Score -1.874751e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 153621 members 
Entering Unmasked Estep 
Score: -18747546.000000 Penalty: 5926.635254
	Iteration 32Q: 3 clusters Score -1.874755e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 153620 members 
Entering Unmasked Estep 
Score: -18747560.000000 Penalty: 5926.635254
	Iteration 33Q: 3 clusters Score -1.874756e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 153618 members 
Entering Unmasked Estep 
Score: -18747578.000000 Penalty: 5926.635254
	Iteration 34Q: 3 clusters Score -1.874758e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 153611 members 
Entering Unmasked Estep 
Score: -18747594.000000 Penalty: 5926.635254
	Iteration 35Q: 3 clusters Score -1.874759e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 153605 members 
Entering Unmasked Estep 
Score: -18747612.000000 Penalty: 5926.635254
	Iteration 36Q: 3 clusters Score -1.874761e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 153594 members 
Entering Unmasked Estep 
Score: -18747598.000000 Penalty: 5926.635254
	Iteration 37Q: 3 clusters Score -1.87476e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 153583 members 
Entering Unmasked Estep 
Score: -18747578.000000 Penalty: 5926.635254
	Iteration 38Q: 3 clusters Score -1.874758e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 153577 members 
Entering Unmasked Estep 
Score: -18747596.000000 Penalty: 5926.635254
	Iteration 39Q: 3 clusters Score -1.87476e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 153572 members 
Entering Unmasked Estep 
Score: -18747596.000000 Penalty: 5926.635254
	Iteration 40F: 3 clusters Score -1.87476e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 153560 members 
Entering Unmasked Estep 
Score: -18747616.000000 Penalty: 5926.635254
	Iteration 41Q: 3 clusters Score -1.874762e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 153550 members 
Entering Unmasked Estep 
Score: -18747606.000000 Penalty: 5926.635254
	Iteration 42Q: 3 clusters Score -1.874761e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 153541 members 
Entering Unmasked Estep 
Score: -18747614.000000 Penalty: 5926.635254
	Iteration 43Q: 3 clusters Score -1.874761e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 153531 members 
Entering Unmasked Estep 
Score: -18747616.000000 Penalty: 5926.635254
	Iteration 44Q: 3 clusters Score -1.874762e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 153523 members 
Entering Unmasked Estep 
Score: -18747640.000000 Penalty: 5926.635254
	Iteration 45Q: 3 clusters Score -1.874764e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 153515 members 
Entering Unmasked Estep 
Score: -18747644.000000 Penalty: 5926.635254
	Iteration 46Q: 3 clusters Score -1.874764e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 153498 members 
Entering Unmasked Estep 
Score: -18747664.000000 Penalty: 5926.635254
	Iteration 47Q: 3 clusters Score -1.874766e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 153485 members 
Entering Unmasked Estep 
Score: -18747694.000000 Penalty: 5926.635254
	Iteration 48Q: 3 clusters Score -1.874769e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 153473 members 
Entering Unmasked Estep 
Score: -18747698.000000 Penalty: 5926.635254
	Iteration 49Q: 3 clusters Score -1.87477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 153477 members 
Entering Unmasked Estep 
Score: -18747698.000000 Penalty: 5926.635254
	Iteration 50Q: 3 clusters Score -1.87477e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 153469 members 
Entering Unmasked Estep 
Score: -18747702.000000 Penalty: 5926.635254
	Iteration 51Q: 3 clusters Score -1.87477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 153469 members 
Entering Unmasked Estep 
Score: -18747704.000000 Penalty: 5926.635254
	Iteration 52Q: 3 clusters Score -1.87477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 153469 members 
Entering Unmasked Estep 
Score: -18747724.000000 Penalty: 5926.635254
	Iteration 53Q: 3 clusters Score -1.874772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 153469 members 
Entering Unmasked Estep 
Score: -18747724.000000 Penalty: 5926.635254
	Iteration 54F: 3 clusters Score -1.874772e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Entering Unmasked Estep 
Score: -3452354.250000 Penalty: 2557.667969
	Iteration 0F: 2 clusters Score -3452354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -3431792.250000 Penalty: 5115.335938
	Iteration 0F: 3 clusters Score -3431792 nChanged 13561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -3439193.750000 Penalty: 5115.335938
	Iteration 1F: 3 clusters Score -3439194 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3439811.000000 Penalty: 5115.335938
	Iteration 2F: 3 clusters Score -3439811 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -3440465.250000 Penalty: 5115.335938
	Iteration 3F: 3 clusters Score -3440465 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -3441223.000000 Penalty: 5115.335938
	Iteration 4F: 3 clusters Score -3441223 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -3441983.000000 Penalty: 5115.335938
	Iteration 5Q: 3 clusters Score -3441983 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3442740.250000 Penalty: 5115.335938
	Iteration 6Q: 3 clusters Score -3442740 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -3443482.250000 Penalty: 5115.335938
	Iteration 7Q: 3 clusters Score -3443482 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -3444109.250000 Penalty: 5115.335938
	Iteration 8Q: 3 clusters Score -3444109 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -3444639.750000 Penalty: 5115.335938
	Iteration 9Q: 3 clusters Score -3444640 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -3445049.000000 Penalty: 5115.335938
	Iteration 10Q: 3 clusters Score -3445049 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -3445406.250000 Penalty: 5115.335938
	Iteration 11Q: 3 clusters Score -3445406 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -3445787.250000 Penalty: 5115.335938
	Iteration 12Q: 3 clusters Score -3445787 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -3446147.250000 Penalty: 5115.335938
	Iteration 13Q: 3 clusters Score -3446147 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -3446432.250000 Penalty: 5115.335938
	Iteration 14Q: 3 clusters Score -3446432 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -3446661.750000 Penalty: 5115.335938
	Iteration 15Q: 3 clusters Score -3446662 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -3446859.500000 Penalty: 5115.335938
	Iteration 16Q: 3 clusters Score -3446860 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -3446998.750000 Penalty: 5115.335938
	Iteration 17Q: 3 clusters Score -3446999 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3447117.000000 Penalty: 5115.335938
	Iteration 18Q: 3 clusters Score -3447117 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -3447222.250000 Penalty: 5115.335938
	Iteration 19Q: 3 clusters Score -3447222 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -3447310.000000 Penalty: 5115.335938
	Iteration 20F: 3 clusters Score -3447310 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -3447390.000000 Penalty: 5115.335938
	Iteration 21Q: 3 clusters Score -3447390 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -3447461.250000 Penalty: 5115.335938
	Iteration 22Q: 3 clusters Score -3447461 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3447543.500000 Penalty: 5115.335938
	Iteration 23Q: 3 clusters Score -3447544 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -3447581.750000 Penalty: 5115.335938
	Iteration 24Q: 3 clusters Score -3447582 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -3447625.500000 Penalty: 5115.335938
	Iteration 25Q: 3 clusters Score -3447626 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -3447696.250000 Penalty: 5115.335938
	Iteration 26Q: 3 clusters Score -3447696 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -3447776.750000 Penalty: 5115.335938
	Iteration 27Q: 3 clusters Score -3447777 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -3447820.500000 Penalty: 5115.335938
	Iteration 28Q: 3 clusters Score -3447820 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3447877.750000 Penalty: 5115.335938
	Iteration 29Q: 3 clusters Score -3447878 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -3447948.500000 Penalty: 5115.335938
	Iteration 30Q: 3 clusters Score -3447948 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -3448030.250000 Penalty: 5115.335938
	Iteration 31Q: 3 clusters Score -3448030 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -3448106.250000 Penalty: 5115.335938
	Iteration 32Q: 3 clusters Score -3448106 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -3448206.750000 Penalty: 5115.335938
	Iteration 33Q: 3 clusters Score -3448207 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -3448312.000000 Penalty: 5115.335938
	Iteration 34Q: 3 clusters Score -3448312 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -3448426.500000 Penalty: 5115.335938
	Iteration 35Q: 3 clusters Score -3448426 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -3448550.250000 Penalty: 5115.335938
	Iteration 36Q: 3 clusters Score -3448550 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -3448688.750000 Penalty: 5115.335938
	Iteration 37Q: 3 clusters Score -3448689 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -3448804.000000 Penalty: 5115.335938
	Iteration 38Q: 3 clusters Score -3448804 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -3448905.000000 Penalty: 5115.335938
	Iteration 39Q: 3 clusters Score -3448905 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -3448986.750000 Penalty: 5115.335938
	Iteration 40F: 3 clusters Score -3448987 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -3449061.000000 Penalty: 5115.335938
	Iteration 41Q: 3 clusters Score -3449061 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -3449125.250000 Penalty: 5115.335938
	Iteration 42Q: 3 clusters Score -3449125 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -3449201.750000 Penalty: 5115.335938
	Iteration 43Q: 3 clusters Score -3449202 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -3449236.250000 Penalty: 5115.335938
	Iteration 44Q: 3 clusters Score -3449236 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -3449289.250000 Penalty: 5115.335938
	Iteration 45Q: 3 clusters Score -3449289 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -3449314.500000 Penalty: 5115.335938
	Iteration 46Q: 3 clusters Score -3449314 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -3449348.250000 Penalty: 5115.335938
	Iteration 47Q: 3 clusters Score -3449348 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -3449386.750000 Penalty: 5115.335938
	Iteration 48Q: 3 clusters Score -3449387 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -3449429.000000 Penalty: 5115.335938
	Iteration 49Q: 3 clusters Score -3449429 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -3449456.750000 Penalty: 5115.335938
	Iteration 50Q: 3 clusters Score -3449457 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -3449510.750000 Penalty: 5115.335938
	Iteration 51Q: 3 clusters Score -3449511 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -3449552.250000 Penalty: 5115.335938
	Iteration 52Q: 3 clusters Score -3449552 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -3449560.750000 Penalty: 5115.335938
	Iteration 53Q: 3 clusters Score -3449561 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -3449584.750000 Penalty: 5115.335938
	Iteration 54Q: 3 clusters Score -3449585 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -3449605.000000 Penalty: 5115.335938
	Iteration 55Q: 3 clusters Score -3449605 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -3449648.000000 Penalty: 5115.335938
	Iteration 56Q: 3 clusters Score -3449648 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -3449688.250000 Penalty: 5115.335938
	Iteration 57Q: 3 clusters Score -3449688 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -3449724.500000 Penalty: 5115.335938
	Iteration 58Q: 3 clusters Score -3449724 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -3449757.250000 Penalty: 5115.335938
	Iteration 59Q: 3 clusters Score -3449757 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -3449815.000000 Penalty: 5115.335938
	Iteration 60F: 3 clusters Score -3449815 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -3449855.000000 Penalty: 5115.335938
	Iteration 61Q: 3 clusters Score -3449855 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -3449900.750000 Penalty: 5115.335938
	Iteration 62Q: 3 clusters Score -3449901 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -3449965.000000 Penalty: 5115.335938
	Iteration 63Q: 3 clusters Score -3449965 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -3450012.750000 Penalty: 5115.335938
	Iteration 64Q: 3 clusters Score -3450013 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -3450076.750000 Penalty: 5115.335938
	Iteration 65Q: 3 clusters Score -3450077 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -3450139.500000 Penalty: 5115.335938
	Iteration 66Q: 3 clusters Score -3450140 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -3450197.750000 Penalty: 5115.335938
	Iteration 67Q: 3 clusters Score -3450198 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -3450266.500000 Penalty: 5115.335938
	Iteration 68Q: 3 clusters Score -3450266 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -3450307.750000 Penalty: 5115.335938
	Iteration 69Q: 3 clusters Score -3450308 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -3450368.000000 Penalty: 5115.335938
	Iteration 70Q: 3 clusters Score -3450368 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -3450450.000000 Penalty: 5115.335938
	Iteration 71Q: 3 clusters Score -3450450 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -3450504.000000 Penalty: 5115.335938
	Iteration 72Q: 3 clusters Score -3450504 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -3450565.750000 Penalty: 5115.335938
	Iteration 73Q: 3 clusters Score -3450566 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -3450658.000000 Penalty: 5115.335938
	Iteration 74Q: 3 clusters Score -3450658 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -3450736.500000 Penalty: 5115.335938
	Iteration 75Q: 3 clusters Score -3450736 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -3450850.250000 Penalty: 5115.335938
	Iteration 76Q: 3 clusters Score -3450850 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -3450978.250000 Penalty: 5115.335938
	Iteration 77Q: 3 clusters Score -3450978 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -3451119.250000 Penalty: 5115.335938
	Iteration 78Q: 3 clusters Score -3451119 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -3451211.000000 Penalty: 5115.335938
	Iteration 79Q: 3 clusters Score -3451211 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -3451299.750000 Penalty: 5115.335938
	Iteration 80F: 3 clusters Score -3451300 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -3451368.250000 Penalty: 5115.335938
	Iteration 81Q: 3 clusters Score -3451368 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -3451420.750000 Penalty: 5115.335938
	Iteration 82Q: 3 clusters Score -3451421 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -3451451.250000 Penalty: 5115.335938
	Iteration 83Q: 3 clusters Score -3451451 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -3451485.750000 Penalty: 5115.335938
	Iteration 84Q: 3 clusters Score -3451486 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -3451518.500000 Penalty: 5115.335938
	Iteration 85Q: 3 clusters Score -3451518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -3451527.250000 Penalty: 5115.335938
	Iteration 86Q: 3 clusters Score -3451527 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -3451532.750000 Penalty: 5115.335938
	Iteration 87Q: 3 clusters Score -3451533 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -3451544.500000 Penalty: 5115.335938
	Iteration 88Q: 3 clusters Score -3451544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -3451547.500000 Penalty: 5115.335938
	Iteration 89Q: 3 clusters Score -3451548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -3451564.750000 Penalty: 5115.335938
	Iteration 90Q: 3 clusters Score -3451565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -3451565.500000 Penalty: 5115.335938
	Iteration 91Q: 3 clusters Score -3451566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -3451575.750000 Penalty: 5115.335938
	Iteration 92Q: 3 clusters Score -3451576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -3451585.000000 Penalty: 5115.335938
	Iteration 93Q: 3 clusters Score -3451585 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -3451593.750000 Penalty: 5115.335938
	Iteration 94Q: 3 clusters Score -3451594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -3451607.750000 Penalty: 5115.335938
	Iteration 95Q: 3 clusters Score -3451608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -3451609.000000 Penalty: 5115.335938
	Iteration 96Q: 3 clusters Score -3451609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -3451616.250000 Penalty: 5115.335938
	Iteration 97Q: 3 clusters Score -3451616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -3451620.000000 Penalty: 5115.335938
	Iteration 98Q: 3 clusters Score -3451620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -3451626.250000 Penalty: 5115.335938
	Iteration 99Q: 3 clusters Score -3451626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -3451626.250000 Penalty: 5115.335938
	Iteration 100F: 3 clusters Score -3451626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -3451630.750000 Penalty: 5115.335938
	Iteration 101Q: 3 clusters Score -3451631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -3451627.000000 Penalty: 5115.335938
	Iteration 102Q: 3 clusters Score -3451627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -3451624.750000 Penalty: 5115.335938
	Iteration 103Q: 3 clusters Score -3451625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -3451624.250000 Penalty: 5115.335938
	Iteration 104Q: 3 clusters Score -3451624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -3451627.000000 Penalty: 5115.335938
	Iteration 105Q: 3 clusters Score -3451627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -3451633.000000 Penalty: 5115.335938
	Iteration 106Q: 3 clusters Score -3451633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -3451633.000000 Penalty: 5115.335938
	Iteration 107F: 3 clusters Score -3451633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Entering Unmasked Estep 
Score: -1038370.500000 Penalty: 2258.255371
	Iteration 0F: 2 clusters Score -1038370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1031309.250000 Penalty: 4516.510742
	Iteration 0F: 3 clusters Score -1031309 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1033277.812500 Penalty: 4516.510742
	Iteration 1F: 3 clusters Score -1033278 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1033546.750000 Penalty: 4516.510742
	Iteration 2F: 3 clusters Score -1033547 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1033721.687500 Penalty: 4516.510742
	Iteration 3Q: 3 clusters Score -1033722 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1033871.625000 Penalty: 4516.510742
	Iteration 4Q: 3 clusters Score -1033872 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1033997.312500 Penalty: 4516.510742
	Iteration 5Q: 3 clusters Score -1033997 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1034096.750000 Penalty: 4516.510742
	Iteration 6Q: 3 clusters Score -1034097 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1034185.250000 Penalty: 4516.510742
	Iteration 7Q: 3 clusters Score -1034185 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1034271.875000 Penalty: 4516.510742
	Iteration 8Q: 3 clusters Score -1034272 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1034351.375000 Penalty: 4516.510742
	Iteration 9Q: 3 clusters Score -1034351 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1034440.312500 Penalty: 4516.510742
	Iteration 10Q: 3 clusters Score -1034440 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1034536.062500 Penalty: 4516.510742
	Iteration 11Q: 3 clusters Score -1034536 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1034662.187500 Penalty: 4516.510742
	Iteration 12Q: 3 clusters Score -1034662 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1034804.062500 Penalty: 4516.510742
	Iteration 13Q: 3 clusters Score -1034804 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1034942.625000 Penalty: 4516.510742
	Iteration 14Q: 3 clusters Score -1034943 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1035081.312500 Penalty: 4516.510742
	Iteration 15Q: 3 clusters Score -1035081 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1035219.437500 Penalty: 4516.510742
	Iteration 16Q: 3 clusters Score -1035219 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1035364.062500 Penalty: 4516.510742
	Iteration 17Q: 3 clusters Score -1035364 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1035523.437500 Penalty: 4516.510742
	Iteration 18Q: 3 clusters Score -1035523 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1035683.500000 Penalty: 4516.510742
	Iteration 19Q: 3 clusters Score -1035684 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1035835.625000 Penalty: 4516.510742
	Iteration 20F: 3 clusters Score -1035836 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1035953.812500 Penalty: 4516.510742
	Iteration 21Q: 3 clusters Score -1035954 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1036050.375000 Penalty: 4516.510742
	Iteration 22Q: 3 clusters Score -1036050 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1036110.250000 Penalty: 4516.510742
	Iteration 23Q: 3 clusters Score -1036110 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1036147.375000 Penalty: 4516.510742
	Iteration 24Q: 3 clusters Score -1036147 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1036179.062500 Penalty: 4516.510742
	Iteration 25Q: 3 clusters Score -1036179 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1036202.750000 Penalty: 4516.510742
	Iteration 26Q: 3 clusters Score -1036203 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1036213.125000 Penalty: 4516.510742
	Iteration 27Q: 3 clusters Score -1036213 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1036220.562500 Penalty: 4516.510742
	Iteration 28Q: 3 clusters Score -1036221 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1036228.750000 Penalty: 4516.510742
	Iteration 29Q: 3 clusters Score -1036229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1036239.125000 Penalty: 4516.510742
	Iteration 30Q: 3 clusters Score -1036239 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1036248.250000 Penalty: 4516.510742
	Iteration 31Q: 3 clusters Score -1036248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1036254.562500 Penalty: 4516.510742
	Iteration 32Q: 3 clusters Score -1036255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1036262.687500 Penalty: 4516.510742
	Iteration 33Q: 3 clusters Score -1036263 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1036274.437500 Penalty: 4516.510742
	Iteration 34Q: 3 clusters Score -1036274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1036281.937500 Penalty: 4516.510742
	Iteration 35Q: 3 clusters Score -1036282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1036291.750000 Penalty: 4516.510742
	Iteration 36Q: 3 clusters Score -1036292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1036295.875000 Penalty: 4516.510742
	Iteration 37Q: 3 clusters Score -1036296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1036297.125000 Penalty: 4516.510742
	Iteration 38Q: 3 clusters Score -1036297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1036298.375000 Penalty: 4516.510742
	Iteration 39Q: 3 clusters Score -1036298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1036301.375000 Penalty: 4516.510742
	Iteration 40F: 3 clusters Score -1036301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1036306.312500 Penalty: 4516.510742
	Iteration 41Q: 3 clusters Score -1036306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1036310.000000 Penalty: 4516.510742
	Iteration 42Q: 3 clusters Score -1036310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1036311.187500 Penalty: 4516.510742
	Iteration 43Q: 3 clusters Score -1036311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1036315.125000 Penalty: 4516.510742
	Iteration 44Q: 3 clusters Score -1036315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1036317.562500 Penalty: 4516.510742
	Iteration 45Q: 3 clusters Score -1036318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1036319.562500 Penalty: 4516.510742
	Iteration 46Q: 3 clusters Score -1036320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1036320.375000 Penalty: 4516.510742
	Iteration 47Q: 3 clusters Score -1036320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1036323.625000 Penalty: 4516.510742
	Iteration 48Q: 3 clusters Score -1036324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1036327.375000 Penalty: 4516.510742
	Iteration 49Q: 3 clusters Score -1036327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1036327.437500 Penalty: 4516.510742
	Iteration 50Q: 3 clusters Score -1036327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1036333.500000 Penalty: 4516.510742
	Iteration 51Q: 3 clusters Score -1036334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1036334.187500 Penalty: 4516.510742
	Iteration 52Q: 3 clusters Score -1036334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1036338.062500 Penalty: 4516.510742
	Iteration 53Q: 3 clusters Score -1036338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1036337.875000 Penalty: 4516.510742
	Iteration 54Q: 3 clusters Score -1036338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1036338.187500 Penalty: 4516.510742
	Iteration 55Q: 3 clusters Score -1036338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1036338.187500 Penalty: 4516.510742
	Iteration 56Q: 3 clusters Score -1036338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1036337.312500 Penalty: 4516.510742
	Iteration 57Q: 3 clusters Score -1036337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1036337.312500 Penalty: 4516.510742
	Iteration 58Q: 3 clusters Score -1036337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1036337.312500 Penalty: 4516.510742
	Iteration 59F: 3 clusters Score -1036337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (69039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69039 members 
Entering Unmasked Estep 
Score: -8464977.000000 Penalty: 2763.321777
	Iteration 0F: 2 clusters Score -8464977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -8418495.000000 Penalty: 5526.643555
	Iteration 0F: 3 clusters Score -8418495 nChanged 32435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -8437080.000000 Penalty: 5526.643555
	Iteration 1F: 3 clusters Score -8437080 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -8438426.000000 Penalty: 5526.643555
	Iteration 2Q: 3 clusters Score -8438426 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -8440413.000000 Penalty: 5526.643555
	Iteration 3F: 3 clusters Score -8440413 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -8443600.000000 Penalty: 5526.643555
	Iteration 4F: 3 clusters Score -8443600 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -8447978.000000 Penalty: 5526.643555
	Iteration 5F: 3 clusters Score -8447978 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -8452862.000000 Penalty: 5526.643555
	Iteration 6F: 3 clusters Score -8452862 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 61776 members 
Entering Unmasked Estep 
Score: -8457145.000000 Penalty: 5526.643555
	Iteration 7F: 3 clusters Score -8457145 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 64732 members 
Entering Unmasked Estep 
Score: -8459821.000000 Penalty: 5526.643555
	Iteration 8Q: 3 clusters Score -8459821 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 66376 members 
Entering Unmasked Estep 
Score: -8461191.000000 Penalty: 5526.643555
	Iteration 9Q: 3 clusters Score -8461191 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 67238 members 
Entering Unmasked Estep 
Score: -8461892.000000 Penalty: 5526.643555
	Iteration 10Q: 3 clusters Score -8461892 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 67658 members 
Entering Unmasked Estep 
Score: -8462251.000000 Penalty: 5526.643555
	Iteration 11Q: 3 clusters Score -8462251 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 67870 members 
Entering Unmasked Estep 
Score: -8462426.000000 Penalty: 5526.643555
	Iteration 12Q: 3 clusters Score -8462426 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 67986 members 
Entering Unmasked Estep 
Score: -8462544.000000 Penalty: 5526.643555
	Iteration 13Q: 3 clusters Score -8462544 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -8462631.000000 Penalty: 5526.643555
	Iteration 14Q: 3 clusters Score -8462631 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
Score: -8462672.000000 Penalty: 5526.643555
	Iteration 15Q: 3 clusters Score -8462672 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 68121 members 
Entering Unmasked Estep 
Score: -8462710.000000 Penalty: 5526.643555
	Iteration 16Q: 3 clusters Score -8462710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 68151 members 
Entering Unmasked Estep 
Score: -8462734.000000 Penalty: 5526.643555
	Iteration 17Q: 3 clusters Score -8462734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 68176 members 
Entering Unmasked Estep 
Score: -8462758.000000 Penalty: 5526.643555
	Iteration 18Q: 3 clusters Score -8462758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 68187 members 
Entering Unmasked Estep 
Score: -8462769.000000 Penalty: 5526.643555
	Iteration 19Q: 3 clusters Score -8462769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 68189 members 
Entering Unmasked Estep 
Score: -8462778.000000 Penalty: 5526.643555
	Iteration 20F: 3 clusters Score -8462778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 68189 members 
Entering Unmasked Estep 
Score: -8462771.000000 Penalty: 5526.643555
	Iteration 21Q: 3 clusters Score -8462771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 68190 members 
Entering Unmasked Estep 
Score: -8462764.000000 Penalty: 5526.643555
	Iteration 22Q: 3 clusters Score -8462764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 68191 members 
Entering Unmasked Estep 
Score: -8462768.000000 Penalty: 5526.643555
	Iteration 23Q: 3 clusters Score -8462768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 68191 members 
Entering Unmasked Estep 
Score: -8462768.000000 Penalty: 5526.643555
	Iteration 24F: 3 clusters Score -8462768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Entering Unmasked Estep 
Score: -1178957.500000 Penalty: 2279.583984
	Iteration 0F: 2 clusters Score -1178958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1171421.750000 Penalty: 4559.167969
	Iteration 0F: 3 clusters Score -1171422 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1173554.750000 Penalty: 4559.167969
	Iteration 1F: 3 clusters Score -1173555 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1173898.750000 Penalty: 4559.167969
	Iteration 2F: 3 clusters Score -1173899 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1174166.500000 Penalty: 4559.167969
	Iteration 3F: 3 clusters Score -1174166 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1174409.250000 Penalty: 4559.167969
	Iteration 4Q: 3 clusters Score -1174409 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1174667.875000 Penalty: 4559.167969
	Iteration 5Q: 3 clusters Score -1174668 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1174934.625000 Penalty: 4559.167969
	Iteration 6Q: 3 clusters Score -1174935 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1175191.500000 Penalty: 4559.167969
	Iteration 7Q: 3 clusters Score -1175192 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1175421.125000 Penalty: 4559.167969
	Iteration 8Q: 3 clusters Score -1175421 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1175655.250000 Penalty: 4559.167969
	Iteration 9Q: 3 clusters Score -1175655 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1175865.250000 Penalty: 4559.167969
	Iteration 10Q: 3 clusters Score -1175865 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1176053.500000 Penalty: 4559.167969
	Iteration 11Q: 3 clusters Score -1176054 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1176228.625000 Penalty: 4559.167969
	Iteration 12Q: 3 clusters Score -1176229 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1176372.500000 Penalty: 4559.167969
	Iteration 13Q: 3 clusters Score -1176372 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1176494.250000 Penalty: 4559.167969
	Iteration 14Q: 3 clusters Score -1176494 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1176608.125000 Penalty: 4559.167969
	Iteration 15Q: 3 clusters Score -1176608 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1176690.000000 Penalty: 4559.167969
	Iteration 16Q: 3 clusters Score -1176690 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1176754.500000 Penalty: 4559.167969
	Iteration 17Q: 3 clusters Score -1176754 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1176801.875000 Penalty: 4559.167969
	Iteration 18Q: 3 clusters Score -1176802 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1176833.750000 Penalty: 4559.167969
	Iteration 19Q: 3 clusters Score -1176834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1176861.125000 Penalty: 4559.167969
	Iteration 20F: 3 clusters Score -1176861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1176887.625000 Penalty: 4559.167969
	Iteration 21Q: 3 clusters Score -1176888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1176899.375000 Penalty: 4559.167969
	Iteration 22Q: 3 clusters Score -1176899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1176910.125000 Penalty: 4559.167969
	Iteration 23Q: 3 clusters Score -1176910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1176918.875000 Penalty: 4559.167969
	Iteration 24Q: 3 clusters Score -1176919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1176921.000000 Penalty: 4559.167969
	Iteration 25Q: 3 clusters Score -1176921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1176920.750000 Penalty: 4559.167969
	Iteration 26Q: 3 clusters Score -1176921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1176924.375000 Penalty: 4559.167969
	Iteration 27Q: 3 clusters Score -1176924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1176925.250000 Penalty: 4559.167969
	Iteration 28Q: 3 clusters Score -1176925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1176931.000000 Penalty: 4559.167969
	Iteration 29Q: 3 clusters Score -1176931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1176934.250000 Penalty: 4559.167969
	Iteration 30Q: 3 clusters Score -1176934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1176935.000000 Penalty: 4559.167969
	Iteration 31Q: 3 clusters Score -1176935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1176939.750000 Penalty: 4559.167969
	Iteration 32Q: 3 clusters Score -1176940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1176944.875000 Penalty: 4559.167969
	Iteration 33Q: 3 clusters Score -1176945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1176949.500000 Penalty: 4559.167969
	Iteration 34Q: 3 clusters Score -1176950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1176953.625000 Penalty: 4559.167969
	Iteration 35Q: 3 clusters Score -1176954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1176956.250000 Penalty: 4559.167969
	Iteration 36Q: 3 clusters Score -1176956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1176960.125000 Penalty: 4559.167969
	Iteration 37Q: 3 clusters Score -1176960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1176962.375000 Penalty: 4559.167969
	Iteration 38Q: 3 clusters Score -1176962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1176963.875000 Penalty: 4559.167969
	Iteration 39Q: 3 clusters Score -1176964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1176970.875000 Penalty: 4559.167969
	Iteration 40F: 3 clusters Score -1176971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1176976.250000 Penalty: 4559.167969
	Iteration 41Q: 3 clusters Score -1176976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1176986.250000 Penalty: 4559.167969
	Iteration 42Q: 3 clusters Score -1176986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1176998.250000 Penalty: 4559.167969
	Iteration 43Q: 3 clusters Score -1176998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1177012.375000 Penalty: 4559.167969
	Iteration 44Q: 3 clusters Score -1177012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1177022.500000 Penalty: 4559.167969
	Iteration 45Q: 3 clusters Score -1177022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1177025.875000 Penalty: 4559.167969
	Iteration 46Q: 3 clusters Score -1177026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1177028.875000 Penalty: 4559.167969
	Iteration 47Q: 3 clusters Score -1177029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1177028.875000 Penalty: 4559.167969
	Iteration 48Q: 3 clusters Score -1177029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1177030.750000 Penalty: 4559.167969
	Iteration 49Q: 3 clusters Score -1177031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1177032.875000 Penalty: 4559.167969
	Iteration 50Q: 3 clusters Score -1177033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1177036.250000 Penalty: 4559.167969
	Iteration 51Q: 3 clusters Score -1177036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1177042.750000 Penalty: 4559.167969
	Iteration 52Q: 3 clusters Score -1177043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1177045.625000 Penalty: 4559.167969
	Iteration 53Q: 3 clusters Score -1177046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1177046.625000 Penalty: 4559.167969
	Iteration 54Q: 3 clusters Score -1177047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1177050.375000 Penalty: 4559.167969
	Iteration 55Q: 3 clusters Score -1177050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1177053.500000 Penalty: 4559.167969
	Iteration 56Q: 3 clusters Score -1177054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1177055.500000 Penalty: 4559.167969
	Iteration 57Q: 3 clusters Score -1177056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1177055.500000 Penalty: 4559.167969
	Iteration 58F: 3 clusters Score -1177056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Entering Unmasked Estep 
Score: -4698654.000000 Penalty: 2617.679932
	Iteration 0F: 2 clusters Score -4698654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -4672628.000000 Penalty: 5235.359863
	Iteration 0F: 3 clusters Score -4672628 nChanged 17549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -4682394.500000 Penalty: 5235.359863
	Iteration 1F: 3 clusters Score -4682394 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -4682981.000000 Penalty: 5235.359863
	Iteration 2Q: 3 clusters Score -4682981 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -4683582.500000 Penalty: 5235.359863
	Iteration 3Q: 3 clusters Score -4683582 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -4684088.000000 Penalty: 5235.359863
	Iteration 4Q: 3 clusters Score -4684088 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -4684638.500000 Penalty: 5235.359863
	Iteration 5Q: 3 clusters Score -4684638 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -4685351.000000 Penalty: 5235.359863
	Iteration 6Q: 3 clusters Score -4685351 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -4686258.000000 Penalty: 5235.359863
	Iteration 7Q: 3 clusters Score -4686258 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -4687541.000000 Penalty: 5235.359863
	Iteration 8F: 3 clusters Score -4687541 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -4689318.500000 Penalty: 5235.359863
	Iteration 9F: 3 clusters Score -4689318 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -4691414.000000 Penalty: 5235.359863
	Iteration 10F: 3 clusters Score -4691414 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -4693269.500000 Penalty: 5235.359863
	Iteration 11F: 3 clusters Score -4693270 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -4694549.000000 Penalty: 5235.359863
	Iteration 12Q: 3 clusters Score -4694549 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4695367.000000 Penalty: 5235.359863
	Iteration 13Q: 3 clusters Score -4695367 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4695828.500000 Penalty: 5235.359863
	Iteration 14Q: 3 clusters Score -4695828 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4696136.000000 Penalty: 5235.359863
	Iteration 15Q: 3 clusters Score -4696136 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4696336.000000 Penalty: 5235.359863
	Iteration 16Q: 3 clusters Score -4696336 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4696509.000000 Penalty: 5235.359863
	Iteration 17Q: 3 clusters Score -4696509 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4696594.500000 Penalty: 5235.359863
	Iteration 18Q: 3 clusters Score -4696594 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4696661.500000 Penalty: 5235.359863
	Iteration 19Q: 3 clusters Score -4696662 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4696721.000000 Penalty: 5235.359863
	Iteration 20F: 3 clusters Score -4696721 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4696790.500000 Penalty: 5235.359863
	Iteration 21Q: 3 clusters Score -4696790 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4696812.000000 Penalty: 5235.359863
	Iteration 22Q: 3 clusters Score -4696812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4696846.500000 Penalty: 5235.359863
	Iteration 23Q: 3 clusters Score -4696846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4696862.500000 Penalty: 5235.359863
	Iteration 24Q: 3 clusters Score -4696862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4696871.000000 Penalty: 5235.359863
	Iteration 25Q: 3 clusters Score -4696871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4696875.500000 Penalty: 5235.359863
	Iteration 26Q: 3 clusters Score -4696876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4696887.500000 Penalty: 5235.359863
	Iteration 27Q: 3 clusters Score -4696888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4696900.500000 Penalty: 5235.359863
	Iteration 28Q: 3 clusters Score -4696900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4696897.000000 Penalty: 5235.359863
	Iteration 29Q: 3 clusters Score -4696897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4696902.500000 Penalty: 5235.359863
	Iteration 30Q: 3 clusters Score -4696902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4696905.000000 Penalty: 5235.359863
	Iteration 31Q: 3 clusters Score -4696905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4696911.500000 Penalty: 5235.359863
	Iteration 32Q: 3 clusters Score -4696912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4696910.500000 Penalty: 5235.359863
	Iteration 33Q: 3 clusters Score -4696910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4696912.500000 Penalty: 5235.359863
	Iteration 34Q: 3 clusters Score -4696912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4696919.500000 Penalty: 5235.359863
	Iteration 35Q: 3 clusters Score -4696920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4696922.000000 Penalty: 5235.359863
	Iteration 36Q: 3 clusters Score -4696922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4696922.000000 Penalty: 5235.359863
	Iteration 37Q: 3 clusters Score -4696922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4696922.000000 Penalty: 5235.359863
	Iteration 38F: 3 clusters Score -4696922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -79574.054688 Penalty: 1624.313354
	Iteration 0F: 2 clusters Score -79574.05 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 358 members 
Entering Unmasked Estep 
Score: -77880.359375 Penalty: 3248.626709
	Iteration 0F: 3 clusters Score -77880.36 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -78101.078125 Penalty: 3248.626709
	Iteration 1F: 3 clusters Score -78101.08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -78174.007812 Penalty: 3248.626709
	Iteration 2F: 3 clusters Score -78174.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78200.210938 Penalty: 3248.626709
	Iteration 3Q: 3 clusters Score -78200.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78219.664062 Penalty: 3248.626709
	Iteration 4Q: 3 clusters Score -78219.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78238.562500 Penalty: 3248.626709
	Iteration 5Q: 3 clusters Score -78238.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -78250.695312 Penalty: 3248.626709
	Iteration 6Q: 3 clusters Score -78250.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -78258.195312 Penalty: 3248.626709
	Iteration 7Q: 3 clusters Score -78258.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -78262.273438 Penalty: 3248.626709
	Iteration 8Q: 3 clusters Score -78262.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78265.632812 Penalty: 3248.626709
	Iteration 9Q: 3 clusters Score -78265.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -78267.414062 Penalty: 3248.626709
	Iteration 10Q: 3 clusters Score -78267.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -78267.414062 Penalty: 3248.626709
	Iteration 11F: 3 clusters Score -78267.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Entering Unmasked Estep 
Score: -3280141.500000 Penalty: 2528.443359
	Iteration 0F: 2 clusters Score -3280142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -3261717.000000 Penalty: 5056.886719
	Iteration 0F: 3 clusters Score -3261717 nChanged 12001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -3268232.000000 Penalty: 5056.886719
	Iteration 1F: 3 clusters Score -3268232 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -3268857.750000 Penalty: 5056.886719
	Iteration 2F: 3 clusters Score -3268858 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -3269463.000000 Penalty: 5056.886719
	Iteration 3F: 3 clusters Score -3269463 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -3270078.500000 Penalty: 5056.886719
	Iteration 4Q: 3 clusters Score -3270078 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -3270794.000000 Penalty: 5056.886719
	Iteration 5Q: 3 clusters Score -3270794 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -3271591.750000 Penalty: 5056.886719
	Iteration 6F: 3 clusters Score -3271592 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -3272573.750000 Penalty: 5056.886719
	Iteration 7F: 3 clusters Score -3272574 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -3273776.000000 Penalty: 5056.886719
	Iteration 8F: 3 clusters Score -3273776 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -3274950.750000 Penalty: 5056.886719
	Iteration 9F: 3 clusters Score -3274951 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -3275972.500000 Penalty: 5056.886719
	Iteration 10Q: 3 clusters Score -3275972 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3276695.750000 Penalty: 5056.886719
	Iteration 11Q: 3 clusters Score -3276696 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3277176.250000 Penalty: 5056.886719
	Iteration 12Q: 3 clusters Score -3277176 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3277470.750000 Penalty: 5056.886719
	Iteration 13Q: 3 clusters Score -3277471 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3277669.000000 Penalty: 5056.886719
	Iteration 14Q: 3 clusters Score -3277669 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3277786.250000 Penalty: 5056.886719
	Iteration 15Q: 3 clusters Score -3277786 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3277876.750000 Penalty: 5056.886719
	Iteration 16Q: 3 clusters Score -3277877 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3277970.000000 Penalty: 5056.886719
	Iteration 17Q: 3 clusters Score -3277970 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3278024.250000 Penalty: 5056.886719
	Iteration 18Q: 3 clusters Score -3278024 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3278058.750000 Penalty: 5056.886719
	Iteration 19Q: 3 clusters Score -3278059 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3278086.250000 Penalty: 5056.886719
	Iteration 20F: 3 clusters Score -3278086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3278099.750000 Penalty: 5056.886719
	Iteration 21Q: 3 clusters Score -3278100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3278103.500000 Penalty: 5056.886719
	Iteration 22Q: 3 clusters Score -3278104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3278110.250000 Penalty: 5056.886719
	Iteration 23Q: 3 clusters Score -3278110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3278111.750000 Penalty: 5056.886719
	Iteration 24Q: 3 clusters Score -3278112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3278116.250000 Penalty: 5056.886719
	Iteration 25Q: 3 clusters Score -3278116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3278121.750000 Penalty: 5056.886719
	Iteration 26Q: 3 clusters Score -3278122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3278121.250000 Penalty: 5056.886719
	Iteration 27Q: 3 clusters Score -3278121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3278132.000000 Penalty: 5056.886719
	Iteration 28Q: 3 clusters Score -3278132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3278128.750000 Penalty: 5056.886719
	Iteration 29Q: 3 clusters Score -3278129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3278136.250000 Penalty: 5056.886719
	Iteration 30Q: 3 clusters Score -3278136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3278136.250000 Penalty: 5056.886719
	Iteration 31F: 3 clusters Score -3278136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -86717.867188 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -86717.87 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 360 members 
Entering Unmasked Estep 
Score: -85059.343750 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -85059.34 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -85288.109375 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -85288.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -85351.945312 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -85351.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -85405.960938 Penalty: 3290.778320
	Iteration 3Q: 3 clusters Score -85405.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -85447.078125 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -85447.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -85488.078125 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -85488.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -85520.960938 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -85520.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -85544.882812 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -85544.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -85563.046875 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -85563.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -85582.250000 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -85582.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -85597.867188 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -85597.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -85614.679688 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -85614.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -85636.375000 Penalty: 3290.778320
	Iteration 12Q: 3 clusters Score -85636.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -85654.710938 Penalty: 3290.778320
	Iteration 13Q: 3 clusters Score -85654.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -85664.000000 Penalty: 3290.778320
	Iteration 14Q: 3 clusters Score -85664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -85673.953125 Penalty: 3290.778320
	Iteration 15Q: 3 clusters Score -85673.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -85681.960938 Penalty: 3290.778320
	Iteration 16Q: 3 clusters Score -85681.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -85693.625000 Penalty: 3290.778320
	Iteration 17Q: 3 clusters Score -85693.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -85704.851562 Penalty: 3290.778320
	Iteration 18Q: 3 clusters Score -85704.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -85730.828125 Penalty: 3290.778320
	Iteration 19Q: 3 clusters Score -85730.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -85753.875000 Penalty: 3290.778320
	Iteration 20F: 3 clusters Score -85753.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -85791.007812 Penalty: 3290.778320
	Iteration 21Q: 3 clusters Score -85791.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -85813.812500 Penalty: 3290.778320
	Iteration 22Q: 3 clusters Score -85813.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -85830.773438 Penalty: 3290.778320
	Iteration 23Q: 3 clusters Score -85830.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -85842.234375 Penalty: 3290.778320
	Iteration 24Q: 3 clusters Score -85842.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -85851.656250 Penalty: 3290.778320
	Iteration 25Q: 3 clusters Score -85851.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -85851.656250 Penalty: 3290.778320
	Iteration 26F: 3 clusters Score -85851.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Entering Unmasked Estep 
Score: -1518818.375000 Penalty: 2353.336182
	Iteration 0F: 2 clusters Score -1518818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1509096.750000 Penalty: 4706.672363
	Iteration 0F: 3 clusters Score -1509097 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1512197.250000 Penalty: 4706.672363
	Iteration 1F: 3 clusters Score -1512197 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1512674.125000 Penalty: 4706.672363
	Iteration 2F: 3 clusters Score -1512674 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1513092.500000 Penalty: 4706.672363
	Iteration 3F: 3 clusters Score -1513092 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1513485.875000 Penalty: 4706.672363
	Iteration 4F: 3 clusters Score -1513486 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1513830.625000 Penalty: 4706.672363
	Iteration 5Q: 3 clusters Score -1513831 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1514103.375000 Penalty: 4706.672363
	Iteration 6Q: 3 clusters Score -1514103 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1514309.750000 Penalty: 4706.672363
	Iteration 7Q: 3 clusters Score -1514310 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1514494.125000 Penalty: 4706.672363
	Iteration 8Q: 3 clusters Score -1514494 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1514657.500000 Penalty: 4706.672363
	Iteration 9Q: 3 clusters Score -1514658 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1514818.875000 Penalty: 4706.672363
	Iteration 10Q: 3 clusters Score -1514819 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1514969.625000 Penalty: 4706.672363
	Iteration 11Q: 3 clusters Score -1514970 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1515143.000000 Penalty: 4706.672363
	Iteration 12Q: 3 clusters Score -1515143 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1515321.250000 Penalty: 4706.672363
	Iteration 13Q: 3 clusters Score -1515321 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1515510.375000 Penalty: 4706.672363
	Iteration 14Q: 3 clusters Score -1515510 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1515711.000000 Penalty: 4706.672363
	Iteration 15Q: 3 clusters Score -1515711 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1515925.125000 Penalty: 4706.672363
	Iteration 16Q: 3 clusters Score -1515925 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1516139.125000 Penalty: 4706.672363
	Iteration 17Q: 3 clusters Score -1516139 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1516338.750000 Penalty: 4706.672363
	Iteration 18Q: 3 clusters Score -1516339 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1516486.250000 Penalty: 4706.672363
	Iteration 19Q: 3 clusters Score -1516486 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1516616.625000 Penalty: 4706.672363
	Iteration 20F: 3 clusters Score -1516617 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1516710.375000 Penalty: 4706.672363
	Iteration 21Q: 3 clusters Score -1516710 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1516790.250000 Penalty: 4706.672363
	Iteration 22Q: 3 clusters Score -1516790 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1516858.125000 Penalty: 4706.672363
	Iteration 23Q: 3 clusters Score -1516858 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1516905.375000 Penalty: 4706.672363
	Iteration 24Q: 3 clusters Score -1516905 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1516958.625000 Penalty: 4706.672363
	Iteration 25Q: 3 clusters Score -1516959 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1517005.625000 Penalty: 4706.672363
	Iteration 26Q: 3 clusters Score -1517006 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1517050.375000 Penalty: 4706.672363
	Iteration 27Q: 3 clusters Score -1517050 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1517099.625000 Penalty: 4706.672363
	Iteration 28Q: 3 clusters Score -1517100 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1517128.625000 Penalty: 4706.672363
	Iteration 29Q: 3 clusters Score -1517129 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1517163.750000 Penalty: 4706.672363
	Iteration 30Q: 3 clusters Score -1517164 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1517193.750000 Penalty: 4706.672363
	Iteration 31Q: 3 clusters Score -1517194 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1517223.250000 Penalty: 4706.672363
	Iteration 32Q: 3 clusters Score -1517223 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1517241.625000 Penalty: 4706.672363
	Iteration 33Q: 3 clusters Score -1517242 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1517257.625000 Penalty: 4706.672363
	Iteration 34Q: 3 clusters Score -1517258 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1517270.875000 Penalty: 4706.672363
	Iteration 35Q: 3 clusters Score -1517271 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1517276.875000 Penalty: 4706.672363
	Iteration 36Q: 3 clusters Score -1517277 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1517289.250000 Penalty: 4706.672363
	Iteration 37Q: 3 clusters Score -1517289 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1517290.125000 Penalty: 4706.672363
	Iteration 38Q: 3 clusters Score -1517290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1517303.875000 Penalty: 4706.672363
	Iteration 39Q: 3 clusters Score -1517304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1517313.500000 Penalty: 4706.672363
	Iteration 40F: 3 clusters Score -1517314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1517316.875000 Penalty: 4706.672363
	Iteration 41Q: 3 clusters Score -1517317 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1517321.625000 Penalty: 4706.672363
	Iteration 42Q: 3 clusters Score -1517322 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1517335.375000 Penalty: 4706.672363
	Iteration 43Q: 3 clusters Score -1517335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1517340.875000 Penalty: 4706.672363
	Iteration 44Q: 3 clusters Score -1517341 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1517341.750000 Penalty: 4706.672363
	Iteration 45Q: 3 clusters Score -1517342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1517349.125000 Penalty: 4706.672363
	Iteration 46Q: 3 clusters Score -1517349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1517351.500000 Penalty: 4706.672363
	Iteration 47Q: 3 clusters Score -1517352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1517355.750000 Penalty: 4706.672363
	Iteration 48Q: 3 clusters Score -1517356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1517357.875000 Penalty: 4706.672363
	Iteration 49Q: 3 clusters Score -1517358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1517362.625000 Penalty: 4706.672363
	Iteration 50Q: 3 clusters Score -1517363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1517362.500000 Penalty: 4706.672363
	Iteration 51Q: 3 clusters Score -1517362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1517365.125000 Penalty: 4706.672363
	Iteration 52Q: 3 clusters Score -1517365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1517363.625000 Penalty: 4706.672363
	Iteration 53Q: 3 clusters Score -1517364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1517362.250000 Penalty: 4706.672363
	Iteration 54Q: 3 clusters Score -1517362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1517365.250000 Penalty: 4706.672363
	Iteration 55Q: 3 clusters Score -1517365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1517363.250000 Penalty: 4706.672363
	Iteration 56Q: 3 clusters Score -1517363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1517370.125000 Penalty: 4706.672363
	Iteration 57Q: 3 clusters Score -1517370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1517367.750000 Penalty: 4706.672363
	Iteration 58Q: 3 clusters Score -1517368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1517368.375000 Penalty: 4706.672363
	Iteration 59Q: 3 clusters Score -1517368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1517365.500000 Penalty: 4706.672363
	Iteration 60F: 3 clusters Score -1517366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1517368.625000 Penalty: 4706.672363
	Iteration 61Q: 3 clusters Score -1517369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1517369.375000 Penalty: 4706.672363
	Iteration 62Q: 3 clusters Score -1517369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1517369.875000 Penalty: 4706.672363
	Iteration 63Q: 3 clusters Score -1517370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1517368.875000 Penalty: 4706.672363
	Iteration 64Q: 3 clusters Score -1517369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1517368.500000 Penalty: 4706.672363
	Iteration 65Q: 3 clusters Score -1517368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1517369.750000 Penalty: 4706.672363
	Iteration 66Q: 3 clusters Score -1517370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1517371.125000 Penalty: 4706.672363
	Iteration 67Q: 3 clusters Score -1517371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1517370.625000 Penalty: 4706.672363
	Iteration 68Q: 3 clusters Score -1517371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1517370.625000 Penalty: 4706.672363
	Iteration 69F: 3 clusters Score -1517371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -25349.691406 Penalty: 1375.203979
	Iteration 0F: 2 clusters Score -25349.69 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 134 members 
Entering Unmasked Estep 
Score: -24159.236328 Penalty: 2750.407959
	Iteration 0F: 3 clusters Score -24159.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24264.642578 Penalty: 2750.407959
	Iteration 1F: 3 clusters Score -24264.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24312.730469 Penalty: 2750.407959
	Iteration 2Q: 3 clusters Score -24312.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24328.845703 Penalty: 2750.407959
	Iteration 3Q: 3 clusters Score -24328.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24338.025391 Penalty: 2750.407959
	Iteration 4Q: 3 clusters Score -24338.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24344.972656 Penalty: 2750.407959
	Iteration 5F: 3 clusters Score -24344.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24428.226562 Penalty: 2750.407959
	Iteration 6Q: 3 clusters Score -24428.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24441.363281 Penalty: 2750.407959
	Iteration 7Q: 3 clusters Score -24441.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24448.003906 Penalty: 2750.407959
	Iteration 8Q: 3 clusters Score -24448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24450.623047 Penalty: 2750.407959
	Iteration 9Q: 3 clusters Score -24450.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24450.623047 Penalty: 2750.407959
	Iteration 10F: 3 clusters Score -24450.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Entering Unmasked Estep 
Score: -101711.531250 Penalty: 1690.822021
	Iteration 0F: 2 clusters Score -101711.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -99829.460938 Penalty: 3381.644043
	Iteration 0F: 3 clusters Score -99829.46 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -100174.914062 Penalty: 3381.644043
	Iteration 1F: 3 clusters Score -100174.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -100264.414062 Penalty: 3381.644043
	Iteration 2F: 3 clusters Score -100264.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -100313.976562 Penalty: 3381.644043
	Iteration 3Q: 3 clusters Score -100314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -100346.859375 Penalty: 3381.644043
	Iteration 4Q: 3 clusters Score -100346.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -100377.570312 Penalty: 3381.644043
	Iteration 5Q: 3 clusters Score -100377.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -100415.648438 Penalty: 3381.644043
	Iteration 6Q: 3 clusters Score -100415.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -100445.867188 Penalty: 3381.644043
	Iteration 7Q: 3 clusters Score -100445.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -100469.148438 Penalty: 3381.644043
	Iteration 8Q: 3 clusters Score -100469.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -100524.570312 Penalty: 3381.644043
	Iteration 9Q: 3 clusters Score -100524.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -100585.890625 Penalty: 3381.644043
	Iteration 10Q: 3 clusters Score -100585.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -100640.335938 Penalty: 3381.644043
	Iteration 11Q: 3 clusters Score -100640.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -100677.835938 Penalty: 3381.644043
	Iteration 12Q: 3 clusters Score -100677.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -100698.625000 Penalty: 3381.644043
	Iteration 13Q: 3 clusters Score -100698.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -100707.960938 Penalty: 3381.644043
	Iteration 14Q: 3 clusters Score -100708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -100713.820312 Penalty: 3381.644043
	Iteration 15Q: 3 clusters Score -100713.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -100718.031250 Penalty: 3381.644043
	Iteration 16Q: 3 clusters Score -100718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -100722.664062 Penalty: 3381.644043
	Iteration 17Q: 3 clusters Score -100722.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -100729.765625 Penalty: 3381.644043
	Iteration 18Q: 3 clusters Score -100729.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -100735.726562 Penalty: 3381.644043
	Iteration 19Q: 3 clusters Score -100735.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100745.632812 Penalty: 3381.644043
	Iteration 20F: 3 clusters Score -100745.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -100768.007812 Penalty: 3381.644043
	Iteration 21Q: 3 clusters Score -100768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -100786.203125 Penalty: 3381.644043
	Iteration 22Q: 3 clusters Score -100786.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -100792.960938 Penalty: 3381.644043
	Iteration 23Q: 3 clusters Score -100793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -100803.937500 Penalty: 3381.644043
	Iteration 24Q: 3 clusters Score -100803.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -100810.000000 Penalty: 3381.644043
	Iteration 25Q: 3 clusters Score -100810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -100811.531250 Penalty: 3381.644043
	Iteration 26Q: 3 clusters Score -100811.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -100814.867188 Penalty: 3381.644043
	Iteration 27Q: 3 clusters Score -100814.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -100826.476562 Penalty: 3381.644043
	Iteration 28Q: 3 clusters Score -100826.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -100841.132812 Penalty: 3381.644043
	Iteration 29Q: 3 clusters Score -100841.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -100855.585938 Penalty: 3381.644043
	Iteration 30Q: 3 clusters Score -100855.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -100867.617188 Penalty: 3381.644043
	Iteration 31Q: 3 clusters Score -100867.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -100876.640625 Penalty: 3381.644043
	Iteration 32Q: 3 clusters Score -100876.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -100880.054688 Penalty: 3381.644043
	Iteration 33Q: 3 clusters Score -100880.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -100881.914062 Penalty: 3381.644043
	Iteration 34Q: 3 clusters Score -100881.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -100882.828125 Penalty: 3381.644043
	Iteration 35Q: 3 clusters Score -100882.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -100884.531250 Penalty: 3381.644043
	Iteration 36Q: 3 clusters Score -100884.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -100889.492188 Penalty: 3381.644043
	Iteration 37Q: 3 clusters Score -100889.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -100889.492188 Penalty: 3381.644043
	Iteration 38F: 3 clusters Score -100889.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (238106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238106 members 
Entering Unmasked Estep 
Score: -29147620.000000 Penalty: 3070.356934
	Iteration 0F: 2 clusters Score -2.914762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119123 members 
Mstep: Class 2 contains 118983 members 
Entering Unmasked Estep 
Score: -29003016.000000 Penalty: 6140.713867
	Iteration 0F: 3 clusters Score -2.900302e+07 nChanged 114883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121616 members 
Mstep: Class 2 contains 116490 members 
Entering Unmasked Estep 
Score: -29070510.000000 Penalty: 6140.713867
	Iteration 1F: 3 clusters Score -2.907051e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123507 members 
Mstep: Class 2 contains 114599 members 
Entering Unmasked Estep 
Score: -29071852.000000 Penalty: 6140.713867
	Iteration 2Q: 3 clusters Score -2.907185e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126547 members 
Mstep: Class 2 contains 111559 members 
Entering Unmasked Estep 
Score: -29073510.000000 Penalty: 6140.713867
	Iteration 3Q: 3 clusters Score -2.907351e+07 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131167 members 
Mstep: Class 2 contains 106939 members 
Entering Unmasked Estep 
Score: -29075874.000000 Penalty: 6140.713867
	Iteration 4Q: 3 clusters Score -2.907587e+07 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138319 members 
Mstep: Class 2 contains 99787 members 
Entering Unmasked Estep 
Score: -29079880.000000 Penalty: 6140.713867
	Iteration 5Q: 3 clusters Score -2.907988e+07 nChanged 13153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148526 members 
Mstep: Class 2 contains 89580 members 
Entering Unmasked Estep 
Score: -29086380.000000 Penalty: 6140.713867
	Iteration 6F: 3 clusters Score -2.908638e+07 nChanged 15512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161998 members 
Mstep: Class 2 contains 76108 members 
Entering Unmasked Estep 
Score: -29095022.000000 Penalty: 6140.713867
	Iteration 7F: 3 clusters Score -2.909502e+07 nChanged 17676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178618 members 
Mstep: Class 2 contains 59488 members 
Entering Unmasked Estep 
Score: -29105332.000000 Penalty: 6140.713867
	Iteration 8F: 3 clusters Score -2.910533e+07 nChanged 18259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196517 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -29115118.000000 Penalty: 6140.713867
	Iteration 9F: 3 clusters Score -2.911512e+07 nChanged 16414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212841 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -29125706.000000 Penalty: 6140.713867
	Iteration 10F: 3 clusters Score -2.912571e+07 nChanged 12249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225086 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -29134178.000000 Penalty: 6140.713867
	Iteration 11F: 3 clusters Score -2.913418e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232417 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -29139964.000000 Penalty: 6140.713867
	Iteration 12Q: 3 clusters Score -2.913996e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235858 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -29142912.000000 Penalty: 6140.713867
	Iteration 13Q: 3 clusters Score -2.914291e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237149 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -29144064.000000 Penalty: 6140.713867
	Iteration 14Q: 3 clusters Score -2.914406e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237561 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -29144576.000000 Penalty: 6140.713867
	Iteration 15Q: 3 clusters Score -2.914458e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237694 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -29144744.000000 Penalty: 6140.713867
	Iteration 16Q: 3 clusters Score -2.914474e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237741 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -29144818.000000 Penalty: 6140.713867
	Iteration 17Q: 3 clusters Score -2.914482e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237759 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -29144824.000000 Penalty: 6140.713867
	Iteration 18Q: 3 clusters Score -2.914482e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237771 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -29144832.000000 Penalty: 6140.713867
	Iteration 19Q: 3 clusters Score -2.914483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237772 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -29144848.000000 Penalty: 6140.713867
	Iteration 20F: 3 clusters Score -2.914485e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237777 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -29144850.000000 Penalty: 6140.713867
	Iteration 21Q: 3 clusters Score -2.914485e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237782 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -29144894.000000 Penalty: 6140.713867
	Iteration 22Q: 3 clusters Score -2.914489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237788 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -29144896.000000 Penalty: 6140.713867
	Iteration 23Q: 3 clusters Score -2.91449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237795 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -29144892.000000 Penalty: 6140.713867
	Iteration 24Q: 3 clusters Score -2.914489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237797 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -29144920.000000 Penalty: 6140.713867
	Iteration 25Q: 3 clusters Score -2.914492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237798 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -29144920.000000 Penalty: 6140.713867
	Iteration 26Q: 3 clusters Score -2.914492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237803 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29144952.000000 Penalty: 6140.713867
	Iteration 27Q: 3 clusters Score -2.914495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237808 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29144956.000000 Penalty: 6140.713867
	Iteration 28Q: 3 clusters Score -2.914496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237811 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29144954.000000 Penalty: 6140.713867
	Iteration 29Q: 3 clusters Score -2.914495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237811 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29144966.000000 Penalty: 6140.713867
	Iteration 30Q: 3 clusters Score -2.914497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237813 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29144954.000000 Penalty: 6140.713867
	Iteration 31Q: 3 clusters Score -2.914495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237814 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29144948.000000 Penalty: 6140.713867
	Iteration 32Q: 3 clusters Score -2.914495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237813 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29144950.000000 Penalty: 6140.713867
	Iteration 33Q: 3 clusters Score -2.914495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237813 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29144950.000000 Penalty: 6140.713867
	Iteration 34F: 3 clusters Score -2.914495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 21707 members 
Mstep: Class 3 contains 17455 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98928 members 
Mstep: Class 6 contains 126448 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20161 members 
Mstep: Class 9 contains 42489 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35528 members 
Mstep: Class 13 contains 229873 members 
Mstep: Class 14 contains 32940 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154641 members 
Mstep: Class 17 contains 30127 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 69039 members 
Mstep: Class 20 contains 9817 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26778 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476736.000000 Penalty: 97929.023438
Iteration 279Q: 29 clusters Score -1.584767e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 21707 members 
Mstep: Class 3 contains 17455 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 98928 members 
Mstep: Class 6 contains 126448 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 20162 members 
Mstep: Class 9 contains 42489 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 35529 members 
Mstep: Class 13 contains 229872 members 
Mstep: Class 14 contains 32940 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 154641 members 
Mstep: Class 17 contains 30127 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 69039 members 
Mstep: Class 20 contains 9817 members 
Mstep: Class 21 contains 38375 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 26778 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 238105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158476800.000000 Penalty: 97929.023438
Iteration 280F: 29 clusters Score -1.584768e+08 nChanged 0
Entering ConstructFrom: 
Score: -158476800.000000 Penalty: 97929.023438
Entering ConstructFrom: 
Trying to split cluster 1 (55546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55546 members 
Entering Unmasked Estep 
Score: -6652050.500000 Penalty: 2709.391846
	Iteration 0F: 2 clusters Score -6652050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -6614832.000000 Penalty: 5418.783691
	Iteration 0F: 3 clusters Score -6614832 nChanged 25745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -6628878.500000 Penalty: 5418.783691
	Iteration 1F: 3 clusters Score -6628878 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -6629535.000000 Penalty: 5418.783691
	Iteration 2Q: 3 clusters Score -6629535 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -6630165.500000 Penalty: 5418.783691
	Iteration 3Q: 3 clusters Score -6630166 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -6630729.500000 Penalty: 5418.783691
	Iteration 4Q: 3 clusters Score -6630730 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -6631254.500000 Penalty: 5418.783691
	Iteration 5Q: 3 clusters Score -6631254 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -6631783.000000 Penalty: 5418.783691
	Iteration 6Q: 3 clusters Score -6631783 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -6632202.500000 Penalty: 5418.783691
	Iteration 7Q: 3 clusters Score -6632202 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -6632658.000000 Penalty: 5418.783691
	Iteration 8Q: 3 clusters Score -6632658 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -6633045.000000 Penalty: 5418.783691
	Iteration 9Q: 3 clusters Score -6633045 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -6633451.000000 Penalty: 5418.783691
	Iteration 10Q: 3 clusters Score -6633451 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -6633817.500000 Penalty: 5418.783691
	Iteration 11Q: 3 clusters Score -6633818 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -6634330.500000 Penalty: 5418.783691
	Iteration 12Q: 3 clusters Score -6634330 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -6634930.000000 Penalty: 5418.783691
	Iteration 13Q: 3 clusters Score -6634930 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -6635638.500000 Penalty: 5418.783691
	Iteration 14Q: 3 clusters Score -6635638 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -6636631.500000 Penalty: 5418.783691
	Iteration 15Q: 3 clusters Score -6636632 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -6638157.000000 Penalty: 5418.783691
	Iteration 16Q: 3 clusters Score -6638157 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -6640048.500000 Penalty: 5418.783691
	Iteration 17F: 3 clusters Score -6640048 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -6641958.500000 Penalty: 5418.783691
	Iteration 18Q: 3 clusters Score -6641958 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -6643646.000000 Penalty: 5418.783691
	Iteration 19Q: 3 clusters Score -6643646 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -6645093.000000 Penalty: 5418.783691
	Iteration 20F: 3 clusters Score -6645093 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -6646397.500000 Penalty: 5418.783691
	Iteration 21Q: 3 clusters Score -6646398 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
Score: -6647472.000000 Penalty: 5418.783691
	Iteration 22Q: 3 clusters Score -6647472 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 51336 members 
Entering Unmasked Estep 
Score: -6648392.500000 Penalty: 5418.783691
	Iteration 23Q: 3 clusters Score -6648392 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -6649144.000000 Penalty: 5418.783691
	Iteration 24Q: 3 clusters Score -6649144 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -6649793.000000 Penalty: 5418.783691
	Iteration 25Q: 3 clusters Score -6649793 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 53459 members 
Entering Unmasked Estep 
Score: -6650268.000000 Penalty: 5418.783691
	Iteration 26Q: 3 clusters Score -6650268 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 53786 members 
Entering Unmasked Estep 
Score: -6650597.500000 Penalty: 5418.783691
	Iteration 27Q: 3 clusters Score -6650598 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -6650812.000000 Penalty: 5418.783691
	Iteration 28Q: 3 clusters Score -6650812 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -6650971.500000 Penalty: 5418.783691
	Iteration 29Q: 3 clusters Score -6650972 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 54247 members 
Entering Unmasked Estep 
Score: -6651079.500000 Penalty: 5418.783691
	Iteration 30Q: 3 clusters Score -6651080 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 54318 members 
Entering Unmasked Estep 
Score: -6651166.500000 Penalty: 5418.783691
	Iteration 31Q: 3 clusters Score -6651166 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 54376 members 
Entering Unmasked Estep 
Score: -6651249.500000 Penalty: 5418.783691
	Iteration 32Q: 3 clusters Score -6651250 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -6651301.500000 Penalty: 5418.783691
	Iteration 33Q: 3 clusters Score -6651302 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 54474 members 
Entering Unmasked Estep 
Score: -6651324.500000 Penalty: 5418.783691
	Iteration 34Q: 3 clusters Score -6651324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 54503 members 
Entering Unmasked Estep 
Score: -6651327.000000 Penalty: 5418.783691
	Iteration 35Q: 3 clusters Score -6651327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
Score: -6651348.500000 Penalty: 5418.783691
	Iteration 36Q: 3 clusters Score -6651348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -6651373.000000 Penalty: 5418.783691
	Iteration 37Q: 3 clusters Score -6651373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 54561 members 
Entering Unmasked Estep 
Score: -6651385.000000 Penalty: 5418.783691
	Iteration 38Q: 3 clusters Score -6651385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 54574 members 
Entering Unmasked Estep 
Score: -6651403.000000 Penalty: 5418.783691
	Iteration 39Q: 3 clusters Score -6651403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -6651412.000000 Penalty: 5418.783691
	Iteration 40F: 3 clusters Score -6651412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 54598 members 
Entering Unmasked Estep 
Score: -6651407.000000 Penalty: 5418.783691
	Iteration 41Q: 3 clusters Score -6651407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -6651408.500000 Penalty: 5418.783691
	Iteration 42Q: 3 clusters Score -6651408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -6651412.500000 Penalty: 5418.783691
	Iteration 43Q: 3 clusters Score -6651412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 54613 members 
Entering Unmasked Estep 
Score: -6651418.500000 Penalty: 5418.783691
	Iteration 44Q: 3 clusters Score -6651418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -6651420.500000 Penalty: 5418.783691
	Iteration 45Q: 3 clusters Score -6651420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -6651418.000000 Penalty: 5418.783691
	Iteration 46Q: 3 clusters Score -6651418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -6651411.500000 Penalty: 5418.783691
	Iteration 47Q: 3 clusters Score -6651412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -6651414.500000 Penalty: 5418.783691
	Iteration 48Q: 3 clusters Score -6651414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -6651410.500000 Penalty: 5418.783691
	Iteration 49Q: 3 clusters Score -6651410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 54620 members 
Entering Unmasked Estep 
Score: -6651411.000000 Penalty: 5418.783691
	Iteration 50Q: 3 clusters Score -6651411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 54620 members 
Entering Unmasked Estep 
Score: -6651411.000000 Penalty: 5418.783691
	Iteration 51F: 3 clusters Score -6651411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Entering Unmasked Estep 
Score: -2631703.750000 Penalty: 2476.376709
	Iteration 0F: 2 clusters Score -2631704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2616559.250000 Penalty: 4952.753418
	Iteration 0F: 3 clusters Score -2616559 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2621710.000000 Penalty: 4952.753418
	Iteration 1F: 3 clusters Score -2621710 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2622259.000000 Penalty: 4952.753418
	Iteration 2F: 3 clusters Score -2622259 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2622795.000000 Penalty: 4952.753418
	Iteration 3F: 3 clusters Score -2622795 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2623295.750000 Penalty: 4952.753418
	Iteration 4Q: 3 clusters Score -2623296 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2623796.750000 Penalty: 4952.753418
	Iteration 5Q: 3 clusters Score -2623797 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2624268.750000 Penalty: 4952.753418
	Iteration 6Q: 3 clusters Score -2624269 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2624732.250000 Penalty: 4952.753418
	Iteration 7Q: 3 clusters Score -2624732 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2625212.250000 Penalty: 4952.753418
	Iteration 8Q: 3 clusters Score -2625212 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2625687.250000 Penalty: 4952.753418
	Iteration 9Q: 3 clusters Score -2625687 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2626207.750000 Penalty: 4952.753418
	Iteration 10Q: 3 clusters Score -2626208 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2626842.750000 Penalty: 4952.753418
	Iteration 11Q: 3 clusters Score -2626843 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2627440.750000 Penalty: 4952.753418
	Iteration 12Q: 3 clusters Score -2627441 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2628000.000000 Penalty: 4952.753418
	Iteration 13Q: 3 clusters Score -2628000 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2628511.750000 Penalty: 4952.753418
	Iteration 14Q: 3 clusters Score -2628512 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2628896.750000 Penalty: 4952.753418
	Iteration 15Q: 3 clusters Score -2628897 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2629140.250000 Penalty: 4952.753418
	Iteration 16Q: 3 clusters Score -2629140 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2629300.000000 Penalty: 4952.753418
	Iteration 17Q: 3 clusters Score -2629300 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2629424.250000 Penalty: 4952.753418
	Iteration 18Q: 3 clusters Score -2629424 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2629510.250000 Penalty: 4952.753418
	Iteration 19Q: 3 clusters Score -2629510 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2629561.000000 Penalty: 4952.753418
	Iteration 20F: 3 clusters Score -2629561 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2629598.250000 Penalty: 4952.753418
	Iteration 21Q: 3 clusters Score -2629598 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2629632.750000 Penalty: 4952.753418
	Iteration 22Q: 3 clusters Score -2629633 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2629657.500000 Penalty: 4952.753418
	Iteration 23Q: 3 clusters Score -2629658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2629683.500000 Penalty: 4952.753418
	Iteration 24Q: 3 clusters Score -2629684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2629698.250000 Penalty: 4952.753418
	Iteration 25Q: 3 clusters Score -2629698 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2629713.000000 Penalty: 4952.753418
	Iteration 26Q: 3 clusters Score -2629713 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2629726.000000 Penalty: 4952.753418
	Iteration 27Q: 3 clusters Score -2629726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2629733.500000 Penalty: 4952.753418
	Iteration 28Q: 3 clusters Score -2629734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2629736.750000 Penalty: 4952.753418
	Iteration 29Q: 3 clusters Score -2629737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2629739.000000 Penalty: 4952.753418
	Iteration 30Q: 3 clusters Score -2629739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2629741.000000 Penalty: 4952.753418
	Iteration 31Q: 3 clusters Score -2629741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2629740.000000 Penalty: 4952.753418
	Iteration 32Q: 3 clusters Score -2629740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2629740.750000 Penalty: 4952.753418
	Iteration 33Q: 3 clusters Score -2629741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2629748.750000 Penalty: 4952.753418
	Iteration 34Q: 3 clusters Score -2629749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2629746.750000 Penalty: 4952.753418
	Iteration 35Q: 3 clusters Score -2629747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2629748.250000 Penalty: 4952.753418
	Iteration 36Q: 3 clusters Score -2629748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2629748.250000 Penalty: 4952.753418
	Iteration 37Q: 3 clusters Score -2629748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2629746.250000 Penalty: 4952.753418
	Iteration 38Q: 3 clusters Score -2629746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2629747.000000 Penalty: 4952.753418
	Iteration 39Q: 3 clusters Score -2629747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2629748.250000 Penalty: 4952.753418
	Iteration 40F: 3 clusters Score -2629748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2629749.000000 Penalty: 4952.753418
	Iteration 41Q: 3 clusters Score -2629749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2629752.000000 Penalty: 4952.753418
	Iteration 42Q: 3 clusters Score -2629752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2629755.000000 Penalty: 4952.753418
	Iteration 43Q: 3 clusters Score -2629755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2629756.500000 Penalty: 4952.753418
	Iteration 44Q: 3 clusters Score -2629756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2629756.500000 Penalty: 4952.753418
	Iteration 45F: 3 clusters Score -2629756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Entering Unmasked Estep 
Score: -2121677.000000 Penalty: 2422.310547
	Iteration 0F: 2 clusters Score -2121677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2109265.750000 Penalty: 4844.621094
	Iteration 0F: 3 clusters Score -2109266 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2113835.000000 Penalty: 4844.621094
	Iteration 1F: 3 clusters Score -2113835 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2114559.500000 Penalty: 4844.621094
	Iteration 2F: 3 clusters Score -2114560 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2115183.750000 Penalty: 4844.621094
	Iteration 3F: 3 clusters Score -2115184 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2115703.250000 Penalty: 4844.621094
	Iteration 4F: 3 clusters Score -2115703 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2116163.000000 Penalty: 4844.621094
	Iteration 5F: 3 clusters Score -2116163 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2116576.000000 Penalty: 4844.621094
	Iteration 6Q: 3 clusters Score -2116576 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2116935.250000 Penalty: 4844.621094
	Iteration 7Q: 3 clusters Score -2116935 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2117281.750000 Penalty: 4844.621094
	Iteration 8Q: 3 clusters Score -2117282 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2117580.500000 Penalty: 4844.621094
	Iteration 9Q: 3 clusters Score -2117580 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2117855.000000 Penalty: 4844.621094
	Iteration 10Q: 3 clusters Score -2117855 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2118107.750000 Penalty: 4844.621094
	Iteration 11Q: 3 clusters Score -2118108 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2118343.500000 Penalty: 4844.621094
	Iteration 12Q: 3 clusters Score -2118344 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2118558.000000 Penalty: 4844.621094
	Iteration 13Q: 3 clusters Score -2118558 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2118731.750000 Penalty: 4844.621094
	Iteration 14Q: 3 clusters Score -2118732 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2118901.500000 Penalty: 4844.621094
	Iteration 15Q: 3 clusters Score -2118902 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2119044.750000 Penalty: 4844.621094
	Iteration 16Q: 3 clusters Score -2119045 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2119136.000000 Penalty: 4844.621094
	Iteration 17Q: 3 clusters Score -2119136 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2119207.000000 Penalty: 4844.621094
	Iteration 18Q: 3 clusters Score -2119207 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2119268.000000 Penalty: 4844.621094
	Iteration 19Q: 3 clusters Score -2119268 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -2119326.750000 Penalty: 4844.621094
	Iteration 20F: 3 clusters Score -2119327 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2119380.500000 Penalty: 4844.621094
	Iteration 21Q: 3 clusters Score -2119380 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2119417.500000 Penalty: 4844.621094
	Iteration 22Q: 3 clusters Score -2119418 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2119444.000000 Penalty: 4844.621094
	Iteration 23Q: 3 clusters Score -2119444 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2119466.250000 Penalty: 4844.621094
	Iteration 24Q: 3 clusters Score -2119466 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2119496.750000 Penalty: 4844.621094
	Iteration 25Q: 3 clusters Score -2119497 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2119519.750000 Penalty: 4844.621094
	Iteration 26Q: 3 clusters Score -2119520 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2119548.000000 Penalty: 4844.621094
	Iteration 27Q: 3 clusters Score -2119548 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2119567.250000 Penalty: 4844.621094
	Iteration 28Q: 3 clusters Score -2119567 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2119587.750000 Penalty: 4844.621094
	Iteration 29Q: 3 clusters Score -2119588 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2119604.500000 Penalty: 4844.621094
	Iteration 30Q: 3 clusters Score -2119604 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2119637.750000 Penalty: 4844.621094
	Iteration 31Q: 3 clusters Score -2119638 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2119662.500000 Penalty: 4844.621094
	Iteration 32Q: 3 clusters Score -2119662 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2119679.250000 Penalty: 4844.621094
	Iteration 33Q: 3 clusters Score -2119679 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2119686.250000 Penalty: 4844.621094
	Iteration 34Q: 3 clusters Score -2119686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2119694.000000 Penalty: 4844.621094
	Iteration 35Q: 3 clusters Score -2119694 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2119709.250000 Penalty: 4844.621094
	Iteration 36Q: 3 clusters Score -2119709 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2119721.000000 Penalty: 4844.621094
	Iteration 37Q: 3 clusters Score -2119721 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2119729.500000 Penalty: 4844.621094
	Iteration 38Q: 3 clusters Score -2119730 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2119744.250000 Penalty: 4844.621094
	Iteration 39Q: 3 clusters Score -2119744 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2119763.000000 Penalty: 4844.621094
	Iteration 40F: 3 clusters Score -2119763 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2119775.500000 Penalty: 4844.621094
	Iteration 41Q: 3 clusters Score -2119776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2119776.500000 Penalty: 4844.621094
	Iteration 42Q: 3 clusters Score -2119776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -2119784.500000 Penalty: 4844.621094
	Iteration 43Q: 3 clusters Score -2119784 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2119795.250000 Penalty: 4844.621094
	Iteration 44Q: 3 clusters Score -2119795 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2119799.500000 Penalty: 4844.621094
	Iteration 45Q: 3 clusters Score -2119800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2119799.500000 Penalty: 4844.621094
	Iteration 46Q: 3 clusters Score -2119800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2119808.000000 Penalty: 4844.621094
	Iteration 47Q: 3 clusters Score -2119808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2119808.250000 Penalty: 4844.621094
	Iteration 48Q: 3 clusters Score -2119808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2119813.000000 Penalty: 4844.621094
	Iteration 49Q: 3 clusters Score -2119813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2119820.500000 Penalty: 4844.621094
	Iteration 50Q: 3 clusters Score -2119820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2119819.000000 Penalty: 4844.621094
	Iteration 51Q: 3 clusters Score -2119819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2119819.500000 Penalty: 4844.621094
	Iteration 52Q: 3 clusters Score -2119820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2119822.750000 Penalty: 4844.621094
	Iteration 53Q: 3 clusters Score -2119823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2119821.250000 Penalty: 4844.621094
	Iteration 54Q: 3 clusters Score -2119821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2119826.500000 Penalty: 4844.621094
	Iteration 55Q: 3 clusters Score -2119826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2119827.500000 Penalty: 4844.621094
	Iteration 56Q: 3 clusters Score -2119828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2119829.750000 Penalty: 4844.621094
	Iteration 57Q: 3 clusters Score -2119830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2119831.000000 Penalty: 4844.621094
	Iteration 58Q: 3 clusters Score -2119831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2119840.000000 Penalty: 4844.621094
	Iteration 59Q: 3 clusters Score -2119840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2119842.000000 Penalty: 4844.621094
	Iteration 60F: 3 clusters Score -2119842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2119838.500000 Penalty: 4844.621094
	Iteration 61Q: 3 clusters Score -2119838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2119839.000000 Penalty: 4844.621094
	Iteration 62Q: 3 clusters Score -2119839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2119843.500000 Penalty: 4844.621094
	Iteration 63Q: 3 clusters Score -2119844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2119842.750000 Penalty: 4844.621094
	Iteration 64Q: 3 clusters Score -2119843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2119844.000000 Penalty: 4844.621094
	Iteration 65Q: 3 clusters Score -2119844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2119843.500000 Penalty: 4844.621094
	Iteration 66Q: 3 clusters Score -2119844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2119843.500000 Penalty: 4844.621094
	Iteration 67F: 3 clusters Score -2119844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Entering Unmasked Estep 
Score: -3709339.750000 Penalty: 2559.619385
	Iteration 0F: 2 clusters Score -3709340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -3688596.500000 Penalty: 5119.238770
	Iteration 0F: 3 clusters Score -3688596 nChanged 13675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -3696010.750000 Penalty: 5119.238770
	Iteration 1F: 3 clusters Score -3696011 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -3696717.750000 Penalty: 5119.238770
	Iteration 2F: 3 clusters Score -3696718 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -3697559.750000 Penalty: 5119.238770
	Iteration 3F: 3 clusters Score -3697560 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -3698511.250000 Penalty: 5119.238770
	Iteration 4F: 3 clusters Score -3698511 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -3699460.500000 Penalty: 5119.238770
	Iteration 5F: 3 clusters Score -3699460 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -3700374.000000 Penalty: 5119.238770
	Iteration 6F: 3 clusters Score -3700374 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -3701306.500000 Penalty: 5119.238770
	Iteration 7F: 3 clusters Score -3701306 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -3702131.750000 Penalty: 5119.238770
	Iteration 8F: 3 clusters Score -3702132 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -3702796.000000 Penalty: 5119.238770
	Iteration 9Q: 3 clusters Score -3702796 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3703413.750000 Penalty: 5119.238770
	Iteration 10Q: 3 clusters Score -3703414 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -3704004.750000 Penalty: 5119.238770
	Iteration 11Q: 3 clusters Score -3704005 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -3704559.500000 Penalty: 5119.238770
	Iteration 12Q: 3 clusters Score -3704560 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -3705043.250000 Penalty: 5119.238770
	Iteration 13Q: 3 clusters Score -3705043 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3705505.750000 Penalty: 5119.238770
	Iteration 14Q: 3 clusters Score -3705506 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -3705915.750000 Penalty: 5119.238770
	Iteration 15Q: 3 clusters Score -3705916 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3706216.000000 Penalty: 5119.238770
	Iteration 16Q: 3 clusters Score -3706216 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3706462.750000 Penalty: 5119.238770
	Iteration 17Q: 3 clusters Score -3706463 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3706667.500000 Penalty: 5119.238770
	Iteration 18Q: 3 clusters Score -3706668 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3706794.000000 Penalty: 5119.238770
	Iteration 19Q: 3 clusters Score -3706794 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3706902.750000 Penalty: 5119.238770
	Iteration 20F: 3 clusters Score -3706903 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3706967.500000 Penalty: 5119.238770
	Iteration 21Q: 3 clusters Score -3706968 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3707024.500000 Penalty: 5119.238770
	Iteration 22Q: 3 clusters Score -3707024 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3707064.250000 Penalty: 5119.238770
	Iteration 23Q: 3 clusters Score -3707064 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3707102.000000 Penalty: 5119.238770
	Iteration 24Q: 3 clusters Score -3707102 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3707133.750000 Penalty: 5119.238770
	Iteration 25Q: 3 clusters Score -3707134 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3707150.750000 Penalty: 5119.238770
	Iteration 26Q: 3 clusters Score -3707151 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3707163.000000 Penalty: 5119.238770
	Iteration 27Q: 3 clusters Score -3707163 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3707173.500000 Penalty: 5119.238770
	Iteration 28Q: 3 clusters Score -3707174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3707183.750000 Penalty: 5119.238770
	Iteration 29Q: 3 clusters Score -3707184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3707186.500000 Penalty: 5119.238770
	Iteration 30Q: 3 clusters Score -3707186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3707196.000000 Penalty: 5119.238770
	Iteration 31Q: 3 clusters Score -3707196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3707203.000000 Penalty: 5119.238770
	Iteration 32Q: 3 clusters Score -3707203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3707208.500000 Penalty: 5119.238770
	Iteration 33Q: 3 clusters Score -3707208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3707205.500000 Penalty: 5119.238770
	Iteration 34Q: 3 clusters Score -3707206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3707209.250000 Penalty: 5119.238770
	Iteration 35Q: 3 clusters Score -3707209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3707219.250000 Penalty: 5119.238770
	Iteration 36Q: 3 clusters Score -3707219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3707212.500000 Penalty: 5119.238770
	Iteration 37Q: 3 clusters Score -3707212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3707214.750000 Penalty: 5119.238770
	Iteration 38Q: 3 clusters Score -3707215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3707218.000000 Penalty: 5119.238770
	Iteration 39Q: 3 clusters Score -3707218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3707219.250000 Penalty: 5119.238770
	Iteration 40F: 3 clusters Score -3707219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3707217.500000 Penalty: 5119.238770
	Iteration 41Q: 3 clusters Score -3707218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3707218.250000 Penalty: 5119.238770
	Iteration 42Q: 3 clusters Score -3707218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3707216.000000 Penalty: 5119.238770
	Iteration 43Q: 3 clusters Score -3707216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3707213.250000 Penalty: 5119.238770
	Iteration 44Q: 3 clusters Score -3707213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3707213.750000 Penalty: 5119.238770
	Iteration 45Q: 3 clusters Score -3707214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3707217.500000 Penalty: 5119.238770
	Iteration 46Q: 3 clusters Score -3707218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3707216.250000 Penalty: 5119.238770
	Iteration 47Q: 3 clusters Score -3707216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3707218.000000 Penalty: 5119.238770
	Iteration 48Q: 3 clusters Score -3707218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3707217.750000 Penalty: 5119.238770
	Iteration 49Q: 3 clusters Score -3707218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3707219.750000 Penalty: 5119.238770
	Iteration 50Q: 3 clusters Score -3707220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3707223.000000 Penalty: 5119.238770
	Iteration 51Q: 3 clusters Score -3707223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3707221.250000 Penalty: 5119.238770
	Iteration 52Q: 3 clusters Score -3707221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3707234.750000 Penalty: 5119.238770
	Iteration 53Q: 3 clusters Score -3707235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3707234.500000 Penalty: 5119.238770
	Iteration 54Q: 3 clusters Score -3707234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3707241.250000 Penalty: 5119.238770
	Iteration 55Q: 3 clusters Score -3707241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3707244.000000 Penalty: 5119.238770
	Iteration 56Q: 3 clusters Score -3707244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3707251.750000 Penalty: 5119.238770
	Iteration 57Q: 3 clusters Score -3707252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3707262.750000 Penalty: 5119.238770
	Iteration 58Q: 3 clusters Score -3707263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3707270.750000 Penalty: 5119.238770
	Iteration 59Q: 3 clusters Score -3707271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3707276.500000 Penalty: 5119.238770
	Iteration 60F: 3 clusters Score -3707276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3707280.250000 Penalty: 5119.238770
	Iteration 61Q: 3 clusters Score -3707280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3707277.750000 Penalty: 5119.238770
	Iteration 62Q: 3 clusters Score -3707278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3707278.750000 Penalty: 5119.238770
	Iteration 63Q: 3 clusters Score -3707279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3707282.250000 Penalty: 5119.238770
	Iteration 64Q: 3 clusters Score -3707282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3707274.750000 Penalty: 5119.238770
	Iteration 65Q: 3 clusters Score -3707275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3707282.750000 Penalty: 5119.238770
	Iteration 66Q: 3 clusters Score -3707283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3707283.000000 Penalty: 5119.238770
	Iteration 67Q: 3 clusters Score -3707283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3707279.750000 Penalty: 5119.238770
	Iteration 68Q: 3 clusters Score -3707280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3707282.500000 Penalty: 5119.238770
	Iteration 69Q: 3 clusters Score -3707282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3707281.500000 Penalty: 5119.238770
	Iteration 70Q: 3 clusters Score -3707282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3707283.000000 Penalty: 5119.238770
	Iteration 71Q: 3 clusters Score -3707283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3707283.750000 Penalty: 5119.238770
	Iteration 72Q: 3 clusters Score -3707284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3707289.250000 Penalty: 5119.238770
	Iteration 73Q: 3 clusters Score -3707289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3707291.000000 Penalty: 5119.238770
	Iteration 74Q: 3 clusters Score -3707291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3707287.750000 Penalty: 5119.238770
	Iteration 75Q: 3 clusters Score -3707288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3707288.250000 Penalty: 5119.238770
	Iteration 76Q: 3 clusters Score -3707288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3707287.250000 Penalty: 5119.238770
	Iteration 77Q: 3 clusters Score -3707287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3707287.250000 Penalty: 5119.238770
	Iteration 78F: 3 clusters Score -3707287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (98928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98928 members 
Entering Unmasked Estep 
Score: -12087736.000000 Penalty: 2852.532715
	Iteration 0F: 2 clusters Score -1.208774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 49110 members 
Entering Unmasked Estep 
Score: -12021422.000000 Penalty: 5705.065430
	Iteration 0F: 3 clusters Score -1.202142e+07 nChanged 46756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -12048792.000000 Penalty: 5705.065430
	Iteration 1F: 3 clusters Score -1.204879e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -12049970.000000 Penalty: 5705.065430
	Iteration 2Q: 3 clusters Score -1.204997e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58892 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -12051710.000000 Penalty: 5705.065430
	Iteration 3Q: 3 clusters Score -1.205171e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63449 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -12054342.000000 Penalty: 5705.065430
	Iteration 4F: 3 clusters Score -1.205434e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69694 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -12058666.000000 Penalty: 5705.065430
	Iteration 5F: 3 clusters Score -1.205867e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77761 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -12065333.000000 Penalty: 5705.065430
	Iteration 6F: 3 clusters Score -1.206533e+07 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86318 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -12073414.000000 Penalty: 5705.065430
	Iteration 7F: 3 clusters Score -1.207341e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92997 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -12079873.000000 Penalty: 5705.065430
	Iteration 8F: 3 clusters Score -1.207987e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96509 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -12083145.000000 Penalty: 5705.065430
	Iteration 9Q: 3 clusters Score -1.208314e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97883 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -12084377.000000 Penalty: 5705.065430
	Iteration 10Q: 3 clusters Score -1.208438e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98360 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -12084812.000000 Penalty: 5705.065430
	Iteration 11Q: 3 clusters Score -1.208481e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98540 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -12085025.000000 Penalty: 5705.065430
	Iteration 12Q: 3 clusters Score -1.208502e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98609 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -12085108.000000 Penalty: 5705.065430
	Iteration 13Q: 3 clusters Score -1.208511e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98638 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -12085166.000000 Penalty: 5705.065430
	Iteration 14Q: 3 clusters Score -1.208517e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98654 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -12085184.000000 Penalty: 5705.065430
	Iteration 15Q: 3 clusters Score -1.208518e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98671 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -12085212.000000 Penalty: 5705.065430
	Iteration 16Q: 3 clusters Score -1.208521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98673 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -12085207.000000 Penalty: 5705.065430
	Iteration 17Q: 3 clusters Score -1.208521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98673 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -12085220.000000 Penalty: 5705.065430
	Iteration 18Q: 3 clusters Score -1.208522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98674 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -12085239.000000 Penalty: 5705.065430
	Iteration 19Q: 3 clusters Score -1.208524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98681 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -12085229.000000 Penalty: 5705.065430
	Iteration 20F: 3 clusters Score -1.208523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98684 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -12085245.000000 Penalty: 5705.065430
	Iteration 21Q: 3 clusters Score -1.208524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98684 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -12085248.000000 Penalty: 5705.065430
	Iteration 22Q: 3 clusters Score -1.208525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98683 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -12085251.000000 Penalty: 5705.065430
	Iteration 23Q: 3 clusters Score -1.208525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98684 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -12085251.000000 Penalty: 5705.065430
	Iteration 24Q: 3 clusters Score -1.208525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98686 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -12085245.000000 Penalty: 5705.065430
	Iteration 25Q: 3 clusters Score -1.208524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98686 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -12085256.000000 Penalty: 5705.065430
	Iteration 26Q: 3 clusters Score -1.208526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98687 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -12085256.000000 Penalty: 5705.065430
	Iteration 27Q: 3 clusters Score -1.208526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98687 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -12085256.000000 Penalty: 5705.065430
	Iteration 28F: 3 clusters Score -1.208526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (126448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126448 members 
Entering Unmasked Estep 
Score: -15460579.000000 Penalty: 2913.401367
	Iteration 0F: 2 clusters Score -1.546058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63339 members 
Mstep: Class 2 contains 63109 members 
Entering Unmasked Estep 
Score: -15376211.000000 Penalty: 5826.802734
	Iteration 0F: 3 clusters Score -1.537621e+07 nChanged 60085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64352 members 
Mstep: Class 2 contains 62096 members 
Entering Unmasked Estep 
Score: -15411303.000000 Penalty: 5826.802734
	Iteration 1F: 3 clusters Score -1.54113e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64873 members 
Mstep: Class 2 contains 61575 members 
Entering Unmasked Estep 
Score: -15413026.000000 Penalty: 5826.802734
	Iteration 2Q: 3 clusters Score -1.541303e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65342 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
Score: -15414788.000000 Penalty: 5826.802734
	Iteration 3Q: 3 clusters Score -1.541479e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65706 members 
Mstep: Class 2 contains 60742 members 
Entering Unmasked Estep 
Score: -15416521.000000 Penalty: 5826.802734
	Iteration 4Q: 3 clusters Score -1.541652e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65954 members 
Mstep: Class 2 contains 60494 members 
Entering Unmasked Estep 
Score: -15418445.000000 Penalty: 5826.802734
	Iteration 5Q: 3 clusters Score -1.541844e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65980 members 
Mstep: Class 2 contains 60468 members 
Entering Unmasked Estep 
Score: -15420346.000000 Penalty: 5826.802734
	Iteration 6Q: 3 clusters Score -1.542035e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65732 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -15422361.000000 Penalty: 5826.802734
	Iteration 7Q: 3 clusters Score -1.542236e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65083 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -15424445.000000 Penalty: 5826.802734
	Iteration 8Q: 3 clusters Score -1.542444e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64134 members 
Mstep: Class 2 contains 62314 members 
Entering Unmasked Estep 
Score: -15426614.000000 Penalty: 5826.802734
	Iteration 9Q: 3 clusters Score -1.542661e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 63561 members 
Entering Unmasked Estep 
Score: -15428395.000000 Penalty: 5826.802734
	Iteration 10Q: 3 clusters Score -1.54284e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 64939 members 
Entering Unmasked Estep 
Score: -15430254.000000 Penalty: 5826.802734
	Iteration 11Q: 3 clusters Score -1.543025e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60000 members 
Mstep: Class 2 contains 66448 members 
Entering Unmasked Estep 
Score: -15431929.000000 Penalty: 5826.802734
	Iteration 12Q: 3 clusters Score -1.543193e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58402 members 
Mstep: Class 2 contains 68046 members 
Entering Unmasked Estep 
Score: -15433534.000000 Penalty: 5826.802734
	Iteration 13Q: 3 clusters Score -1.543353e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56630 members 
Mstep: Class 2 contains 69818 members 
Entering Unmasked Estep 
Score: -15435009.000000 Penalty: 5826.802734
	Iteration 14Q: 3 clusters Score -1.543501e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 71731 members 
Entering Unmasked Estep 
Score: -15436590.000000 Penalty: 5826.802734
	Iteration 15Q: 3 clusters Score -1.543659e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52650 members 
Mstep: Class 2 contains 73798 members 
Entering Unmasked Estep 
Score: -15437724.000000 Penalty: 5826.802734
	Iteration 16Q: 3 clusters Score -1.543772e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50474 members 
Mstep: Class 2 contains 75974 members 
Entering Unmasked Estep 
Score: -15438691.000000 Penalty: 5826.802734
	Iteration 17Q: 3 clusters Score -1.543869e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48147 members 
Mstep: Class 2 contains 78301 members 
Entering Unmasked Estep 
Score: -15439534.000000 Penalty: 5826.802734
	Iteration 18Q: 3 clusters Score -1.543953e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 80787 members 
Entering Unmasked Estep 
Score: -15440345.000000 Penalty: 5826.802734
	Iteration 19Q: 3 clusters Score -1.544034e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 83370 members 
Entering Unmasked Estep 
Score: -15441176.000000 Penalty: 5826.802734
	Iteration 20F: 3 clusters Score -1.544118e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 86081 members 
Entering Unmasked Estep 
Score: -15442018.000000 Penalty: 5826.802734
	Iteration 21Q: 3 clusters Score -1.544202e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 88855 members 
Entering Unmasked Estep 
Score: -15442964.000000 Penalty: 5826.802734
	Iteration 22Q: 3 clusters Score -1.544296e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 91773 members 
Entering Unmasked Estep 
Score: -15443894.000000 Penalty: 5826.802734
	Iteration 23Q: 3 clusters Score -1.544389e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 94905 members 
Entering Unmasked Estep 
Score: -15445101.000000 Penalty: 5826.802734
	Iteration 24Q: 3 clusters Score -1.54451e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 98163 members 
Entering Unmasked Estep 
Score: -15446685.000000 Penalty: 5826.802734
	Iteration 25Q: 3 clusters Score -1.544668e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 101427 members 
Entering Unmasked Estep 
Score: -15448339.000000 Penalty: 5826.802734
	Iteration 26Q: 3 clusters Score -1.544834e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 104691 members 
Entering Unmasked Estep 
Score: -15450143.000000 Penalty: 5826.802734
	Iteration 27Q: 3 clusters Score -1.545014e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 107832 members 
Entering Unmasked Estep 
Score: -15452042.000000 Penalty: 5826.802734
	Iteration 28Q: 3 clusters Score -1.545204e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 110601 members 
Entering Unmasked Estep 
Score: -15453790.000000 Penalty: 5826.802734
	Iteration 29Q: 3 clusters Score -1.545379e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 113000 members 
Entering Unmasked Estep 
Score: -15455182.000000 Penalty: 5826.802734
	Iteration 30Q: 3 clusters Score -1.545518e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 114987 members 
Entering Unmasked Estep 
Score: -15456358.000000 Penalty: 5826.802734
	Iteration 31Q: 3 clusters Score -1.545636e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 116670 members 
Entering Unmasked Estep 
Score: -15457283.000000 Penalty: 5826.802734
	Iteration 32Q: 3 clusters Score -1.545728e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 117980 members 
Entering Unmasked Estep 
Score: -15457985.000000 Penalty: 5826.802734
	Iteration 33Q: 3 clusters Score -1.545798e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 118953 members 
Entering Unmasked Estep 
Score: -15458463.000000 Penalty: 5826.802734
	Iteration 34Q: 3 clusters Score -1.545846e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 119711 members 
Entering Unmasked Estep 
Score: -15458812.000000 Penalty: 5826.802734
	Iteration 35Q: 3 clusters Score -1.545881e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 120276 members 
Entering Unmasked Estep 
Score: -15459068.000000 Penalty: 5826.802734
	Iteration 36Q: 3 clusters Score -1.545907e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 120743 members 
Entering Unmasked Estep 
Score: -15459240.000000 Penalty: 5826.802734
	Iteration 37Q: 3 clusters Score -1.545924e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 121109 members 
Entering Unmasked Estep 
Score: -15459370.000000 Penalty: 5826.802734
	Iteration 38Q: 3 clusters Score -1.545937e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 121408 members 
Entering Unmasked Estep 
Score: -15459466.000000 Penalty: 5826.802734
	Iteration 39Q: 3 clusters Score -1.545947e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 121639 members 
Entering Unmasked Estep 
Score: -15459629.000000 Penalty: 5826.802734
	Iteration 40F: 3 clusters Score -1.545963e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 121915 members 
Entering Unmasked Estep 
Score: -15459679.000000 Penalty: 5826.802734
	Iteration 41Q: 3 clusters Score -1.545968e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 122140 members 
Entering Unmasked Estep 
Score: -15459732.000000 Penalty: 5826.802734
	Iteration 42Q: 3 clusters Score -1.545973e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 122312 members 
Entering Unmasked Estep 
Score: -15459823.000000 Penalty: 5826.802734
	Iteration 43Q: 3 clusters Score -1.545982e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 122470 members 
Entering Unmasked Estep 
Score: -15459867.000000 Penalty: 5826.802734
	Iteration 44Q: 3 clusters Score -1.545987e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 122587 members 
Entering Unmasked Estep 
Score: -15459916.000000 Penalty: 5826.802734
	Iteration 45Q: 3 clusters Score -1.545992e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 122688 members 
Entering Unmasked Estep 
Score: -15459945.000000 Penalty: 5826.802734
	Iteration 46Q: 3 clusters Score -1.545994e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 122768 members 
Entering Unmasked Estep 
Score: -15459991.000000 Penalty: 5826.802734
	Iteration 47Q: 3 clusters Score -1.545999e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 122845 members 
Entering Unmasked Estep 
Score: -15460010.000000 Penalty: 5826.802734
	Iteration 48Q: 3 clusters Score -1.546001e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 122906 members 
Entering Unmasked Estep 
Score: -15460024.000000 Penalty: 5826.802734
	Iteration 49Q: 3 clusters Score -1.546002e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 122969 members 
Entering Unmasked Estep 
Score: -15460058.000000 Penalty: 5826.802734
	Iteration 50Q: 3 clusters Score -1.546006e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 123027 members 
Entering Unmasked Estep 
Score: -15460057.000000 Penalty: 5826.802734
	Iteration 51Q: 3 clusters Score -1.546006e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 123082 members 
Entering Unmasked Estep 
Score: -15460083.000000 Penalty: 5826.802734
	Iteration 52Q: 3 clusters Score -1.546008e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 123125 members 
Entering Unmasked Estep 
Score: -15460101.000000 Penalty: 5826.802734
	Iteration 53Q: 3 clusters Score -1.54601e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 123164 members 
Entering Unmasked Estep 
Score: -15460103.000000 Penalty: 5826.802734
	Iteration 54Q: 3 clusters Score -1.54601e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 123193 members 
Entering Unmasked Estep 
Score: -15460109.000000 Penalty: 5826.802734
	Iteration 55Q: 3 clusters Score -1.546011e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 123213 members 
Entering Unmasked Estep 
Score: -15460113.000000 Penalty: 5826.802734
	Iteration 56Q: 3 clusters Score -1.546011e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 123231 members 
Entering Unmasked Estep 
Score: -15460129.000000 Penalty: 5826.802734
	Iteration 57Q: 3 clusters Score -1.546013e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 123247 members 
Entering Unmasked Estep 
Score: -15460135.000000 Penalty: 5826.802734
	Iteration 58Q: 3 clusters Score -1.546014e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 123261 members 
Entering Unmasked Estep 
Score: -15460138.000000 Penalty: 5826.802734
	Iteration 59Q: 3 clusters Score -1.546014e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 123274 members 
Entering Unmasked Estep 
Score: -15460143.000000 Penalty: 5826.802734
	Iteration 60F: 3 clusters Score -1.546014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 123281 members 
Entering Unmasked Estep 
Score: -15460147.000000 Penalty: 5826.802734
	Iteration 61Q: 3 clusters Score -1.546015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 123284 members 
Entering Unmasked Estep 
Score: -15460150.000000 Penalty: 5826.802734
	Iteration 62Q: 3 clusters Score -1.546015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 123288 members 
Entering Unmasked Estep 
Score: -15460156.000000 Penalty: 5826.802734
	Iteration 63Q: 3 clusters Score -1.546016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 123295 members 
Entering Unmasked Estep 
Score: -15460146.000000 Penalty: 5826.802734
	Iteration 64Q: 3 clusters Score -1.546015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 123301 members 
Entering Unmasked Estep 
Score: -15460148.000000 Penalty: 5826.802734
	Iteration 65Q: 3 clusters Score -1.546015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 123308 members 
Entering Unmasked Estep 
Score: -15460129.000000 Penalty: 5826.802734
	Iteration 66Q: 3 clusters Score -1.546013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 123317 members 
Entering Unmasked Estep 
Score: -15460125.000000 Penalty: 5826.802734
	Iteration 67Q: 3 clusters Score -1.546012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 123325 members 
Entering Unmasked Estep 
Score: -15460124.000000 Penalty: 5826.802734
	Iteration 68Q: 3 clusters Score -1.546012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 123328 members 
Entering Unmasked Estep 
Score: -15460131.000000 Penalty: 5826.802734
	Iteration 69Q: 3 clusters Score -1.546013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 123332 members 
Entering Unmasked Estep 
Score: -15460123.000000 Penalty: 5826.802734
	Iteration 70Q: 3 clusters Score -1.546012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 123333 members 
Entering Unmasked Estep 
Score: -15460123.000000 Penalty: 5826.802734
	Iteration 71Q: 3 clusters Score -1.546012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 123334 members 
Entering Unmasked Estep 
Score: -15460126.000000 Penalty: 5826.802734
	Iteration 72Q: 3 clusters Score -1.546013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 123334 members 
Entering Unmasked Estep 
Score: -15460126.000000 Penalty: 5826.802734
	Iteration 73F: 3 clusters Score -1.546013e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -778835.687500 Penalty: 2183.509766
	Iteration 0F: 2 clusters Score -778835.7 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 3323 members 
Entering Unmasked Estep 
Score: -773319.625000 Penalty: 4367.019531
	Iteration 0F: 3 clusters Score -773319.6 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -774868.750000 Penalty: 4367.019531
	Iteration 1F: 3 clusters Score -774868.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -775217.750000 Penalty: 4367.019531
	Iteration 2F: 3 clusters Score -775217.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -775518.875000 Penalty: 4367.019531
	Iteration 3F: 3 clusters Score -775518.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -775865.812500 Penalty: 4367.019531
	Iteration 4F: 3 clusters Score -775865.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -776245.437500 Penalty: 4367.019531
	Iteration 5F: 3 clusters Score -776245.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -776584.187500 Penalty: 4367.019531
	Iteration 6F: 3 clusters Score -776584.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -776846.062500 Penalty: 4367.019531
	Iteration 7F: 3 clusters Score -776846.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -777028.125000 Penalty: 4367.019531
	Iteration 8Q: 3 clusters Score -777028.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -777150.562500 Penalty: 4367.019531
	Iteration 9Q: 3 clusters Score -777150.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -777247.937500 Penalty: 4367.019531
	Iteration 10Q: 3 clusters Score -777247.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -777323.562500 Penalty: 4367.019531
	Iteration 11Q: 3 clusters Score -777323.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -777373.375000 Penalty: 4367.019531
	Iteration 12Q: 3 clusters Score -777373.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -777407.562500 Penalty: 4367.019531
	Iteration 13Q: 3 clusters Score -777407.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -777427.125000 Penalty: 4367.019531
	Iteration 14Q: 3 clusters Score -777427.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -777442.875000 Penalty: 4367.019531
	Iteration 15Q: 3 clusters Score -777442.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -777457.187500 Penalty: 4367.019531
	Iteration 16Q: 3 clusters Score -777457.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -777470.312500 Penalty: 4367.019531
	Iteration 17Q: 3 clusters Score -777470.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -777483.125000 Penalty: 4367.019531
	Iteration 18Q: 3 clusters Score -777483.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -777491.937500 Penalty: 4367.019531
	Iteration 19Q: 3 clusters Score -777491.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -777504.375000 Penalty: 4367.019531
	Iteration 20F: 3 clusters Score -777504.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -777507.937500 Penalty: 4367.019531
	Iteration 21Q: 3 clusters Score -777507.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -777510.625000 Penalty: 4367.019531
	Iteration 22Q: 3 clusters Score -777510.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -777514.500000 Penalty: 4367.019531
	Iteration 23Q: 3 clusters Score -777514.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -777517.750000 Penalty: 4367.019531
	Iteration 24Q: 3 clusters Score -777517.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -777520.812500 Penalty: 4367.019531
	Iteration 25Q: 3 clusters Score -777520.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -777523.875000 Penalty: 4367.019531
	Iteration 26Q: 3 clusters Score -777523.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -777526.375000 Penalty: 4367.019531
	Iteration 27Q: 3 clusters Score -777526.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -777526.875000 Penalty: 4367.019531
	Iteration 28Q: 3 clusters Score -777526.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -777528.250000 Penalty: 4367.019531
	Iteration 29Q: 3 clusters Score -777528.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -777528.250000 Penalty: 4367.019531
	Iteration 30F: 3 clusters Score -777528.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Entering Unmasked Estep 
Score: -2538536.000000 Penalty: 2458.065674
	Iteration 0F: 2 clusters Score -2538536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2524288.250000 Penalty: 4916.131348
	Iteration 0F: 3 clusters Score -2524288 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2529160.500000 Penalty: 4916.131348
	Iteration 1F: 3 clusters Score -2529160 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2529584.750000 Penalty: 4916.131348
	Iteration 2F: 3 clusters Score -2529585 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2529944.250000 Penalty: 4916.131348
	Iteration 3Q: 3 clusters Score -2529944 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2530274.500000 Penalty: 4916.131348
	Iteration 4Q: 3 clusters Score -2530274 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2530616.250000 Penalty: 4916.131348
	Iteration 5Q: 3 clusters Score -2530616 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2531004.250000 Penalty: 4916.131348
	Iteration 6Q: 3 clusters Score -2531004 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2531466.750000 Penalty: 4916.131348
	Iteration 7Q: 3 clusters Score -2531467 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2531957.000000 Penalty: 4916.131348
	Iteration 8Q: 3 clusters Score -2531957 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2532524.250000 Penalty: 4916.131348
	Iteration 9Q: 3 clusters Score -2532524 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2533108.750000 Penalty: 4916.131348
	Iteration 10Q: 3 clusters Score -2533109 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -2533696.750000 Penalty: 4916.131348
	Iteration 11Q: 3 clusters Score -2533697 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2534182.250000 Penalty: 4916.131348
	Iteration 12Q: 3 clusters Score -2534182 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -2534558.250000 Penalty: 4916.131348
	Iteration 13Q: 3 clusters Score -2534558 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2534872.250000 Penalty: 4916.131348
	Iteration 14Q: 3 clusters Score -2534872 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2535144.500000 Penalty: 4916.131348
	Iteration 15Q: 3 clusters Score -2535144 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2535375.250000 Penalty: 4916.131348
	Iteration 16Q: 3 clusters Score -2535375 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2535542.500000 Penalty: 4916.131348
	Iteration 17Q: 3 clusters Score -2535542 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2535710.500000 Penalty: 4916.131348
	Iteration 18Q: 3 clusters Score -2535710 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2535833.500000 Penalty: 4916.131348
	Iteration 19Q: 3 clusters Score -2535834 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2535945.000000 Penalty: 4916.131348
	Iteration 20F: 3 clusters Score -2535945 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2536037.000000 Penalty: 4916.131348
	Iteration 21Q: 3 clusters Score -2536037 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2536117.000000 Penalty: 4916.131348
	Iteration 22Q: 3 clusters Score -2536117 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2536184.000000 Penalty: 4916.131348
	Iteration 23Q: 3 clusters Score -2536184 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2536247.750000 Penalty: 4916.131348
	Iteration 24Q: 3 clusters Score -2536248 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2536293.250000 Penalty: 4916.131348
	Iteration 25Q: 3 clusters Score -2536293 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2536331.750000 Penalty: 4916.131348
	Iteration 26Q: 3 clusters Score -2536332 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2536345.250000 Penalty: 4916.131348
	Iteration 27Q: 3 clusters Score -2536345 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2536377.000000 Penalty: 4916.131348
	Iteration 28Q: 3 clusters Score -2536377 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -2536398.500000 Penalty: 4916.131348
	Iteration 29Q: 3 clusters Score -2536398 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2536415.000000 Penalty: 4916.131348
	Iteration 30Q: 3 clusters Score -2536415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2536442.250000 Penalty: 4916.131348
	Iteration 31Q: 3 clusters Score -2536442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -2536454.250000 Penalty: 4916.131348
	Iteration 32Q: 3 clusters Score -2536454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -2536472.000000 Penalty: 4916.131348
	Iteration 33Q: 3 clusters Score -2536472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2536483.000000 Penalty: 4916.131348
	Iteration 34Q: 3 clusters Score -2536483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2536499.000000 Penalty: 4916.131348
	Iteration 35Q: 3 clusters Score -2536499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2536502.500000 Penalty: 4916.131348
	Iteration 36Q: 3 clusters Score -2536502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2536516.750000 Penalty: 4916.131348
	Iteration 37Q: 3 clusters Score -2536517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2536519.250000 Penalty: 4916.131348
	Iteration 38Q: 3 clusters Score -2536519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2536523.500000 Penalty: 4916.131348
	Iteration 39Q: 3 clusters Score -2536524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2536527.000000 Penalty: 4916.131348
	Iteration 40F: 3 clusters Score -2536527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2536529.750000 Penalty: 4916.131348
	Iteration 41Q: 3 clusters Score -2536530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2536530.250000 Penalty: 4916.131348
	Iteration 42Q: 3 clusters Score -2536530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2536531.500000 Penalty: 4916.131348
	Iteration 43Q: 3 clusters Score -2536532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2536531.500000 Penalty: 4916.131348
	Iteration 44F: 3 clusters Score -2536532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -4847763.500000 Penalty: 2642.936035
	Iteration 0F: 2 clusters Score -4847764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -4819077.000000 Penalty: 5285.872070
	Iteration 0F: 3 clusters Score -4819077 nChanged 19461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -4830213.000000 Penalty: 5285.872070
	Iteration 1F: 3 clusters Score -4830213 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -4831158.500000 Penalty: 5285.872070
	Iteration 2F: 3 clusters Score -4831158 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -4832084.000000 Penalty: 5285.872070
	Iteration 3F: 3 clusters Score -4832084 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -4833032.500000 Penalty: 5285.872070
	Iteration 4F: 3 clusters Score -4833032 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -4833917.500000 Penalty: 5285.872070
	Iteration 5Q: 3 clusters Score -4833918 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -4834619.000000 Penalty: 5285.872070
	Iteration 6Q: 3 clusters Score -4834619 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -4835218.000000 Penalty: 5285.872070
	Iteration 7Q: 3 clusters Score -4835218 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -4835834.500000 Penalty: 5285.872070
	Iteration 8Q: 3 clusters Score -4835834 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -4836428.000000 Penalty: 5285.872070
	Iteration 9Q: 3 clusters Score -4836428 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -4837051.500000 Penalty: 5285.872070
	Iteration 10Q: 3 clusters Score -4837052 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -4837697.500000 Penalty: 5285.872070
	Iteration 11Q: 3 clusters Score -4837698 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -4838277.500000 Penalty: 5285.872070
	Iteration 12Q: 3 clusters Score -4838278 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -4838940.500000 Penalty: 5285.872070
	Iteration 13Q: 3 clusters Score -4838940 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -4839627.500000 Penalty: 5285.872070
	Iteration 14Q: 3 clusters Score -4839628 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -4840317.500000 Penalty: 5285.872070
	Iteration 15Q: 3 clusters Score -4840318 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -4840961.000000 Penalty: 5285.872070
	Iteration 16Q: 3 clusters Score -4840961 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -4841514.000000 Penalty: 5285.872070
	Iteration 17Q: 3 clusters Score -4841514 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -4841927.000000 Penalty: 5285.872070
	Iteration 18Q: 3 clusters Score -4841927 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -4842255.000000 Penalty: 5285.872070
	Iteration 19Q: 3 clusters Score -4842255 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -4842521.500000 Penalty: 5285.872070
	Iteration 20F: 3 clusters Score -4842522 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -4842798.500000 Penalty: 5285.872070
	Iteration 21Q: 3 clusters Score -4842798 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -4843041.500000 Penalty: 5285.872070
	Iteration 22Q: 3 clusters Score -4843042 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -4843292.500000 Penalty: 5285.872070
	Iteration 23Q: 3 clusters Score -4843292 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -4843503.000000 Penalty: 5285.872070
	Iteration 24Q: 3 clusters Score -4843503 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -4843760.000000 Penalty: 5285.872070
	Iteration 25Q: 3 clusters Score -4843760 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -4844002.000000 Penalty: 5285.872070
	Iteration 26Q: 3 clusters Score -4844002 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -4844292.500000 Penalty: 5285.872070
	Iteration 27Q: 3 clusters Score -4844292 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -4844529.500000 Penalty: 5285.872070
	Iteration 28Q: 3 clusters Score -4844530 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -4844822.000000 Penalty: 5285.872070
	Iteration 29Q: 3 clusters Score -4844822 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -4845104.000000 Penalty: 5285.872070
	Iteration 30Q: 3 clusters Score -4845104 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -4845353.000000 Penalty: 5285.872070
	Iteration 31Q: 3 clusters Score -4845353 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -4845565.000000 Penalty: 5285.872070
	Iteration 32Q: 3 clusters Score -4845565 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -4845711.000000 Penalty: 5285.872070
	Iteration 33Q: 3 clusters Score -4845711 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -4845822.500000 Penalty: 5285.872070
	Iteration 34Q: 3 clusters Score -4845822 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -4845899.000000 Penalty: 5285.872070
	Iteration 35Q: 3 clusters Score -4845899 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -4845962.500000 Penalty: 5285.872070
	Iteration 36Q: 3 clusters Score -4845962 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -4846029.000000 Penalty: 5285.872070
	Iteration 37Q: 3 clusters Score -4846029 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -4846068.000000 Penalty: 5285.872070
	Iteration 38Q: 3 clusters Score -4846068 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -4846114.000000 Penalty: 5285.872070
	Iteration 39Q: 3 clusters Score -4846114 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -4846135.000000 Penalty: 5285.872070
	Iteration 40F: 3 clusters Score -4846135 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -4846147.000000 Penalty: 5285.872070
	Iteration 41Q: 3 clusters Score -4846147 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -4846159.000000 Penalty: 5285.872070
	Iteration 42Q: 3 clusters Score -4846159 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -4846174.500000 Penalty: 5285.872070
	Iteration 43Q: 3 clusters Score -4846174 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -4846195.500000 Penalty: 5285.872070
	Iteration 44Q: 3 clusters Score -4846196 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -4846190.000000 Penalty: 5285.872070
	Iteration 45Q: 3 clusters Score -4846190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -4846200.000000 Penalty: 5285.872070
	Iteration 46Q: 3 clusters Score -4846200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -4846214.500000 Penalty: 5285.872070
	Iteration 47Q: 3 clusters Score -4846214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -4846221.000000 Penalty: 5285.872070
	Iteration 48Q: 3 clusters Score -4846221 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -4846226.000000 Penalty: 5285.872070
	Iteration 49Q: 3 clusters Score -4846226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -4846231.500000 Penalty: 5285.872070
	Iteration 50Q: 3 clusters Score -4846232 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -4846245.500000 Penalty: 5285.872070
	Iteration 51Q: 3 clusters Score -4846246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -4846260.500000 Penalty: 5285.872070
	Iteration 52Q: 3 clusters Score -4846260 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -4846273.000000 Penalty: 5285.872070
	Iteration 53Q: 3 clusters Score -4846273 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -4846287.500000 Penalty: 5285.872070
	Iteration 54Q: 3 clusters Score -4846288 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -4846300.500000 Penalty: 5285.872070
	Iteration 55Q: 3 clusters Score -4846300 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -4846309.500000 Penalty: 5285.872070
	Iteration 56Q: 3 clusters Score -4846310 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -4846312.500000 Penalty: 5285.872070
	Iteration 57Q: 3 clusters Score -4846312 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -4846322.000000 Penalty: 5285.872070
	Iteration 58Q: 3 clusters Score -4846322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -4846324.000000 Penalty: 5285.872070
	Iteration 59Q: 3 clusters Score -4846324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -4846317.500000 Penalty: 5285.872070
	Iteration 60F: 3 clusters Score -4846318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -4846318.000000 Penalty: 5285.872070
	Iteration 61Q: 3 clusters Score -4846318 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -4846330.000000 Penalty: 5285.872070
	Iteration 62Q: 3 clusters Score -4846330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -4846336.500000 Penalty: 5285.872070
	Iteration 63Q: 3 clusters Score -4846336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -4846342.500000 Penalty: 5285.872070
	Iteration 64Q: 3 clusters Score -4846342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -4846356.500000 Penalty: 5285.872070
	Iteration 65Q: 3 clusters Score -4846356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -4846353.000000 Penalty: 5285.872070
	Iteration 66Q: 3 clusters Score -4846353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -4846357.000000 Penalty: 5285.872070
	Iteration 67Q: 3 clusters Score -4846357 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -4846363.500000 Penalty: 5285.872070
	Iteration 68Q: 3 clusters Score -4846364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -4846383.500000 Penalty: 5285.872070
	Iteration 69Q: 3 clusters Score -4846384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -4846391.000000 Penalty: 5285.872070
	Iteration 70Q: 3 clusters Score -4846391 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -4846404.500000 Penalty: 5285.872070
	Iteration 71Q: 3 clusters Score -4846404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -4846406.000000 Penalty: 5285.872070
	Iteration 72Q: 3 clusters Score -4846406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -4846420.500000 Penalty: 5285.872070
	Iteration 73Q: 3 clusters Score -4846420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -4846432.500000 Penalty: 5285.872070
	Iteration 74Q: 3 clusters Score -4846432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -4846436.500000 Penalty: 5285.872070
	Iteration 75Q: 3 clusters Score -4846436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -4846441.000000 Penalty: 5285.872070
	Iteration 76Q: 3 clusters Score -4846441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -4846451.500000 Penalty: 5285.872070
	Iteration 77Q: 3 clusters Score -4846452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -4846452.500000 Penalty: 5285.872070
	Iteration 78Q: 3 clusters Score -4846452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -4846454.500000 Penalty: 5285.872070
	Iteration 79Q: 3 clusters Score -4846454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -4846467.500000 Penalty: 5285.872070
	Iteration 80F: 3 clusters Score -4846468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -4846484.000000 Penalty: 5285.872070
	Iteration 81Q: 3 clusters Score -4846484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -4846479.500000 Penalty: 5285.872070
	Iteration 82Q: 3 clusters Score -4846480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -4846484.000000 Penalty: 5285.872070
	Iteration 83Q: 3 clusters Score -4846484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -4846488.500000 Penalty: 5285.872070
	Iteration 84Q: 3 clusters Score -4846488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -4846486.000000 Penalty: 5285.872070
	Iteration 85Q: 3 clusters Score -4846486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -4846487.000000 Penalty: 5285.872070
	Iteration 86Q: 3 clusters Score -4846487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -4846484.000000 Penalty: 5285.872070
	Iteration 87Q: 3 clusters Score -4846484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -4846487.000000 Penalty: 5285.872070
	Iteration 88Q: 3 clusters Score -4846487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -4846485.000000 Penalty: 5285.872070
	Iteration 89Q: 3 clusters Score -4846485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -4846486.000000 Penalty: 5285.872070
	Iteration 90Q: 3 clusters Score -4846486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -4846487.000000 Penalty: 5285.872070
	Iteration 91Q: 3 clusters Score -4846487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -4846483.500000 Penalty: 5285.872070
	Iteration 92Q: 3 clusters Score -4846484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -4846485.500000 Penalty: 5285.872070
	Iteration 93Q: 3 clusters Score -4846486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -4846483.000000 Penalty: 5285.872070
	Iteration 94Q: 3 clusters Score -4846483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -4846488.500000 Penalty: 5285.872070
	Iteration 95Q: 3 clusters Score -4846488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -4846488.500000 Penalty: 5285.872070
	Iteration 96F: 3 clusters Score -4846488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Entering Unmasked Estep 
Score: -1483897.750000 Penalty: 2329.793213
	Iteration 0F: 2 clusters Score -1483898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1474895.375000 Penalty: 4659.586426
	Iteration 0F: 3 clusters Score -1474895 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1477598.250000 Penalty: 4659.586426
	Iteration 1F: 3 clusters Score -1477598 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1477991.000000 Penalty: 4659.586426
	Iteration 2F: 3 clusters Score -1477991 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1478300.750000 Penalty: 4659.586426
	Iteration 3F: 3 clusters Score -1478301 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1478572.625000 Penalty: 4659.586426
	Iteration 4Q: 3 clusters Score -1478573 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1478854.750000 Penalty: 4659.586426
	Iteration 5Q: 3 clusters Score -1478855 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1479166.250000 Penalty: 4659.586426
	Iteration 6Q: 3 clusters Score -1479166 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1479472.375000 Penalty: 4659.586426
	Iteration 7Q: 3 clusters Score -1479472 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1479769.000000 Penalty: 4659.586426
	Iteration 8Q: 3 clusters Score -1479769 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1480061.250000 Penalty: 4659.586426
	Iteration 9Q: 3 clusters Score -1480061 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1480295.000000 Penalty: 4659.586426
	Iteration 10Q: 3 clusters Score -1480295 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1480504.750000 Penalty: 4659.586426
	Iteration 11Q: 3 clusters Score -1480505 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1480682.250000 Penalty: 4659.586426
	Iteration 12Q: 3 clusters Score -1480682 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1480835.625000 Penalty: 4659.586426
	Iteration 13Q: 3 clusters Score -1480836 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1480962.500000 Penalty: 4659.586426
	Iteration 14Q: 3 clusters Score -1480962 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1481071.500000 Penalty: 4659.586426
	Iteration 15Q: 3 clusters Score -1481072 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1481145.500000 Penalty: 4659.586426
	Iteration 16Q: 3 clusters Score -1481146 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1481205.000000 Penalty: 4659.586426
	Iteration 17Q: 3 clusters Score -1481205 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1481241.875000 Penalty: 4659.586426
	Iteration 18Q: 3 clusters Score -1481242 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1481271.375000 Penalty: 4659.586426
	Iteration 19Q: 3 clusters Score -1481271 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1481309.000000 Penalty: 4659.586426
	Iteration 20F: 3 clusters Score -1481309 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1481342.625000 Penalty: 4659.586426
	Iteration 21Q: 3 clusters Score -1481343 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1481382.625000 Penalty: 4659.586426
	Iteration 22Q: 3 clusters Score -1481383 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1481406.000000 Penalty: 4659.586426
	Iteration 23Q: 3 clusters Score -1481406 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1481430.875000 Penalty: 4659.586426
	Iteration 24Q: 3 clusters Score -1481431 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1481449.500000 Penalty: 4659.586426
	Iteration 25Q: 3 clusters Score -1481450 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1481478.875000 Penalty: 4659.586426
	Iteration 26Q: 3 clusters Score -1481479 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1481496.375000 Penalty: 4659.586426
	Iteration 27Q: 3 clusters Score -1481496 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1481521.875000 Penalty: 4659.586426
	Iteration 28Q: 3 clusters Score -1481522 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1481547.125000 Penalty: 4659.586426
	Iteration 29Q: 3 clusters Score -1481547 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1481569.625000 Penalty: 4659.586426
	Iteration 30Q: 3 clusters Score -1481570 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1481588.500000 Penalty: 4659.586426
	Iteration 31Q: 3 clusters Score -1481588 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1481617.000000 Penalty: 4659.586426
	Iteration 32Q: 3 clusters Score -1481617 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1481637.250000 Penalty: 4659.586426
	Iteration 33Q: 3 clusters Score -1481637 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1481659.250000 Penalty: 4659.586426
	Iteration 34Q: 3 clusters Score -1481659 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1481685.250000 Penalty: 4659.586426
	Iteration 35Q: 3 clusters Score -1481685 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1481705.375000 Penalty: 4659.586426
	Iteration 36Q: 3 clusters Score -1481705 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1481732.000000 Penalty: 4659.586426
	Iteration 37Q: 3 clusters Score -1481732 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1481741.750000 Penalty: 4659.586426
	Iteration 38Q: 3 clusters Score -1481742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1481755.250000 Penalty: 4659.586426
	Iteration 39Q: 3 clusters Score -1481755 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1481766.875000 Penalty: 4659.586426
	Iteration 40F: 3 clusters Score -1481767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1481770.750000 Penalty: 4659.586426
	Iteration 41Q: 3 clusters Score -1481771 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1481782.250000 Penalty: 4659.586426
	Iteration 42Q: 3 clusters Score -1481782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1481790.750000 Penalty: 4659.586426
	Iteration 43Q: 3 clusters Score -1481791 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1481799.875000 Penalty: 4659.586426
	Iteration 44Q: 3 clusters Score -1481800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1481813.125000 Penalty: 4659.586426
	Iteration 45Q: 3 clusters Score -1481813 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1481822.500000 Penalty: 4659.586426
	Iteration 46Q: 3 clusters Score -1481822 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1481833.375000 Penalty: 4659.586426
	Iteration 47Q: 3 clusters Score -1481833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1481845.625000 Penalty: 4659.586426
	Iteration 48Q: 3 clusters Score -1481846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1481852.375000 Penalty: 4659.586426
	Iteration 49Q: 3 clusters Score -1481852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1481860.375000 Penalty: 4659.586426
	Iteration 50Q: 3 clusters Score -1481860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1481870.625000 Penalty: 4659.586426
	Iteration 51Q: 3 clusters Score -1481871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1481870.375000 Penalty: 4659.586426
	Iteration 52Q: 3 clusters Score -1481870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1481877.375000 Penalty: 4659.586426
	Iteration 53Q: 3 clusters Score -1481877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1481882.250000 Penalty: 4659.586426
	Iteration 54Q: 3 clusters Score -1481882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1481889.750000 Penalty: 4659.586426
	Iteration 55Q: 3 clusters Score -1481890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1481895.750000 Penalty: 4659.586426
	Iteration 56Q: 3 clusters Score -1481896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1481900.625000 Penalty: 4659.586426
	Iteration 57Q: 3 clusters Score -1481901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1481903.875000 Penalty: 4659.586426
	Iteration 58Q: 3 clusters Score -1481904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1481903.500000 Penalty: 4659.586426
	Iteration 59Q: 3 clusters Score -1481904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1481903.000000 Penalty: 4659.586426
	Iteration 60F: 3 clusters Score -1481903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1481902.625000 Penalty: 4659.586426
	Iteration 61Q: 3 clusters Score -1481903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1481906.375000 Penalty: 4659.586426
	Iteration 62Q: 3 clusters Score -1481906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1481907.625000 Penalty: 4659.586426
	Iteration 63Q: 3 clusters Score -1481908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1481907.125000 Penalty: 4659.586426
	Iteration 64Q: 3 clusters Score -1481907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1481906.750000 Penalty: 4659.586426
	Iteration 65Q: 3 clusters Score -1481907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1481907.250000 Penalty: 4659.586426
	Iteration 66Q: 3 clusters Score -1481907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1481907.500000 Penalty: 4659.586426
	Iteration 67Q: 3 clusters Score -1481908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1481908.375000 Penalty: 4659.586426
	Iteration 68Q: 3 clusters Score -1481908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1481907.375000 Penalty: 4659.586426
	Iteration 69Q: 3 clusters Score -1481907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1481910.625000 Penalty: 4659.586426
	Iteration 70Q: 3 clusters Score -1481911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1481910.000000 Penalty: 4659.586426
	Iteration 71Q: 3 clusters Score -1481910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1481912.750000 Penalty: 4659.586426
	Iteration 72Q: 3 clusters Score -1481913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1481912.375000 Penalty: 4659.586426
	Iteration 73Q: 3 clusters Score -1481912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1481912.625000 Penalty: 4659.586426
	Iteration 74Q: 3 clusters Score -1481913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1481911.625000 Penalty: 4659.586426
	Iteration 75Q: 3 clusters Score -1481912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1481915.375000 Penalty: 4659.586426
	Iteration 76Q: 3 clusters Score -1481915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1481915.125000 Penalty: 4659.586426
	Iteration 77Q: 3 clusters Score -1481915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1481915.000000 Penalty: 4659.586426
	Iteration 78Q: 3 clusters Score -1481915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1481915.000000 Penalty: 4659.586426
	Iteration 79F: 3 clusters Score -1481915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Entering Unmasked Estep 
Score: -1217733.000000 Penalty: 2285.055664
	Iteration 0F: 2 clusters Score -1217733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1209988.125000 Penalty: 4570.111328
	Iteration 0F: 3 clusters Score -1209988 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1212221.500000 Penalty: 4570.111328
	Iteration 1F: 3 clusters Score -1212222 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1212525.875000 Penalty: 4570.111328
	Iteration 2F: 3 clusters Score -1212526 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1212775.500000 Penalty: 4570.111328
	Iteration 3F: 3 clusters Score -1212776 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1213008.375000 Penalty: 4570.111328
	Iteration 4Q: 3 clusters Score -1213008 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1213272.500000 Penalty: 4570.111328
	Iteration 5Q: 3 clusters Score -1213272 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1213544.625000 Penalty: 4570.111328
	Iteration 6Q: 3 clusters Score -1213545 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1213842.000000 Penalty: 4570.111328
	Iteration 7Q: 3 clusters Score -1213842 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1214147.625000 Penalty: 4570.111328
	Iteration 8Q: 3 clusters Score -1214148 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1214439.250000 Penalty: 4570.111328
	Iteration 9Q: 3 clusters Score -1214439 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1214717.375000 Penalty: 4570.111328
	Iteration 10Q: 3 clusters Score -1214717 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1214941.125000 Penalty: 4570.111328
	Iteration 11Q: 3 clusters Score -1214941 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1215139.000000 Penalty: 4570.111328
	Iteration 12Q: 3 clusters Score -1215139 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1215345.875000 Penalty: 4570.111328
	Iteration 13Q: 3 clusters Score -1215346 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1215518.000000 Penalty: 4570.111328
	Iteration 14Q: 3 clusters Score -1215518 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1215643.125000 Penalty: 4570.111328
	Iteration 15Q: 3 clusters Score -1215643 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1215720.250000 Penalty: 4570.111328
	Iteration 16Q: 3 clusters Score -1215720 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1215768.375000 Penalty: 4570.111328
	Iteration 17Q: 3 clusters Score -1215768 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1215803.625000 Penalty: 4570.111328
	Iteration 18Q: 3 clusters Score -1215804 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1215829.250000 Penalty: 4570.111328
	Iteration 19Q: 3 clusters Score -1215829 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1215853.000000 Penalty: 4570.111328
	Iteration 20F: 3 clusters Score -1215853 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1215865.375000 Penalty: 4570.111328
	Iteration 21Q: 3 clusters Score -1215865 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1215877.125000 Penalty: 4570.111328
	Iteration 22Q: 3 clusters Score -1215877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1215883.500000 Penalty: 4570.111328
	Iteration 23Q: 3 clusters Score -1215884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1215887.625000 Penalty: 4570.111328
	Iteration 24Q: 3 clusters Score -1215888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1215890.375000 Penalty: 4570.111328
	Iteration 25Q: 3 clusters Score -1215890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1215891.625000 Penalty: 4570.111328
	Iteration 26Q: 3 clusters Score -1215892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1215897.875000 Penalty: 4570.111328
	Iteration 27Q: 3 clusters Score -1215898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1215897.875000 Penalty: 4570.111328
	Iteration 28Q: 3 clusters Score -1215898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1215902.250000 Penalty: 4570.111328
	Iteration 29Q: 3 clusters Score -1215902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1215899.875000 Penalty: 4570.111328
	Iteration 30Q: 3 clusters Score -1215900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1215900.250000 Penalty: 4570.111328
	Iteration 31Q: 3 clusters Score -1215900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1215905.125000 Penalty: 4570.111328
	Iteration 32Q: 3 clusters Score -1215905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1215904.500000 Penalty: 4570.111328
	Iteration 33Q: 3 clusters Score -1215904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1215904.875000 Penalty: 4570.111328
	Iteration 34Q: 3 clusters Score -1215905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1215908.750000 Penalty: 4570.111328
	Iteration 35Q: 3 clusters Score -1215909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1215907.625000 Penalty: 4570.111328
	Iteration 36Q: 3 clusters Score -1215908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1215907.625000 Penalty: 4570.111328
	Iteration 37F: 3 clusters Score -1215908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Entering Unmasked Estep 
Score: -4391898.500000 Penalty: 2598.569824
	Iteration 0F: 2 clusters Score -4391898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -4367753.000000 Penalty: 5197.139648
	Iteration 0F: 3 clusters Score -4367753 nChanged 16143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -4376937.500000 Penalty: 5197.139648
	Iteration 1F: 3 clusters Score -4376938 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -4377707.000000 Penalty: 5197.139648
	Iteration 2F: 3 clusters Score -4377707 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -4378451.000000 Penalty: 5197.139648
	Iteration 3F: 3 clusters Score -4378451 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -4379318.500000 Penalty: 5197.139648
	Iteration 4F: 3 clusters Score -4379318 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -4380301.500000 Penalty: 5197.139648
	Iteration 5F: 3 clusters Score -4380302 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -4381412.000000 Penalty: 5197.139648
	Iteration 6F: 3 clusters Score -4381412 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -4382575.500000 Penalty: 5197.139648
	Iteration 7F: 3 clusters Score -4382576 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -4383600.000000 Penalty: 5197.139648
	Iteration 8F: 3 clusters Score -4383600 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -4384535.000000 Penalty: 5197.139648
	Iteration 9Q: 3 clusters Score -4384535 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -4385364.000000 Penalty: 5197.139648
	Iteration 10Q: 3 clusters Score -4385364 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -4386180.500000 Penalty: 5197.139648
	Iteration 11Q: 3 clusters Score -4386180 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -4387056.000000 Penalty: 5197.139648
	Iteration 12Q: 3 clusters Score -4387056 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -4387872.500000 Penalty: 5197.139648
	Iteration 13Q: 3 clusters Score -4387872 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -4388559.000000 Penalty: 5197.139648
	Iteration 14Q: 3 clusters Score -4388559 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -4389019.500000 Penalty: 5197.139648
	Iteration 15Q: 3 clusters Score -4389020 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -4389250.000000 Penalty: 5197.139648
	Iteration 16Q: 3 clusters Score -4389250 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -4389410.000000 Penalty: 5197.139648
	Iteration 17Q: 3 clusters Score -4389410 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -4389492.500000 Penalty: 5197.139648
	Iteration 18Q: 3 clusters Score -4389492 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -4389559.500000 Penalty: 5197.139648
	Iteration 19Q: 3 clusters Score -4389560 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -4389593.500000 Penalty: 5197.139648
	Iteration 20F: 3 clusters Score -4389594 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -4389643.500000 Penalty: 5197.139648
	Iteration 21Q: 3 clusters Score -4389644 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -4389684.500000 Penalty: 5197.139648
	Iteration 22Q: 3 clusters Score -4389684 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -4389726.500000 Penalty: 5197.139648
	Iteration 23Q: 3 clusters Score -4389726 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -4389765.000000 Penalty: 5197.139648
	Iteration 24Q: 3 clusters Score -4389765 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -4389790.000000 Penalty: 5197.139648
	Iteration 25Q: 3 clusters Score -4389790 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -4389820.500000 Penalty: 5197.139648
	Iteration 26Q: 3 clusters Score -4389820 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -4389826.000000 Penalty: 5197.139648
	Iteration 27Q: 3 clusters Score -4389826 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -4389845.000000 Penalty: 5197.139648
	Iteration 28Q: 3 clusters Score -4389845 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -4389866.000000 Penalty: 5197.139648
	Iteration 29Q: 3 clusters Score -4389866 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -4389899.500000 Penalty: 5197.139648
	Iteration 30Q: 3 clusters Score -4389900 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -4389910.000000 Penalty: 5197.139648
	Iteration 31Q: 3 clusters Score -4389910 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -4389922.000000 Penalty: 5197.139648
	Iteration 32Q: 3 clusters Score -4389922 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -4389935.500000 Penalty: 5197.139648
	Iteration 33Q: 3 clusters Score -4389936 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -4389949.500000 Penalty: 5197.139648
	Iteration 34Q: 3 clusters Score -4389950 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -4389952.500000 Penalty: 5197.139648
	Iteration 35Q: 3 clusters Score -4389952 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -4389956.000000 Penalty: 5197.139648
	Iteration 36Q: 3 clusters Score -4389956 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -4389967.000000 Penalty: 5197.139648
	Iteration 37Q: 3 clusters Score -4389967 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -4389979.000000 Penalty: 5197.139648
	Iteration 38Q: 3 clusters Score -4389979 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -4389983.500000 Penalty: 5197.139648
	Iteration 39Q: 3 clusters Score -4389984 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -4389976.000000 Penalty: 5197.139648
	Iteration 40F: 3 clusters Score -4389976 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -4389993.000000 Penalty: 5197.139648
	Iteration 41Q: 3 clusters Score -4389993 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -4390003.000000 Penalty: 5197.139648
	Iteration 42Q: 3 clusters Score -4390003 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -4390004.500000 Penalty: 5197.139648
	Iteration 43Q: 3 clusters Score -4390004 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -4390004.500000 Penalty: 5197.139648
	Iteration 44Q: 3 clusters Score -4390004 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -4390012.000000 Penalty: 5197.139648
	Iteration 45Q: 3 clusters Score -4390012 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -4390023.000000 Penalty: 5197.139648
	Iteration 46Q: 3 clusters Score -4390023 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -4390041.000000 Penalty: 5197.139648
	Iteration 47Q: 3 clusters Score -4390041 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -4390030.500000 Penalty: 5197.139648
	Iteration 48Q: 3 clusters Score -4390030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -4390031.500000 Penalty: 5197.139648
	Iteration 49Q: 3 clusters Score -4390032 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -4390057.000000 Penalty: 5197.139648
	Iteration 50Q: 3 clusters Score -4390057 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -4390057.000000 Penalty: 5197.139648
	Iteration 51Q: 3 clusters Score -4390057 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -4390066.000000 Penalty: 5197.139648
	Iteration 52Q: 3 clusters Score -4390066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -4390073.500000 Penalty: 5197.139648
	Iteration 53Q: 3 clusters Score -4390074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -4390078.500000 Penalty: 5197.139648
	Iteration 54Q: 3 clusters Score -4390078 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -4390086.500000 Penalty: 5197.139648
	Iteration 55Q: 3 clusters Score -4390086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -4390097.500000 Penalty: 5197.139648
	Iteration 56Q: 3 clusters Score -4390098 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -4390107.000000 Penalty: 5197.139648
	Iteration 57Q: 3 clusters Score -4390107 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -4390132.000000 Penalty: 5197.139648
	Iteration 58Q: 3 clusters Score -4390132 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -4390127.500000 Penalty: 5197.139648
	Iteration 59Q: 3 clusters Score -4390128 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -4390133.000000 Penalty: 5197.139648
	Iteration 60F: 3 clusters Score -4390133 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -4390144.500000 Penalty: 5197.139648
	Iteration 61Q: 3 clusters Score -4390144 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -4390147.000000 Penalty: 5197.139648
	Iteration 62Q: 3 clusters Score -4390147 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -4390144.500000 Penalty: 5197.139648
	Iteration 63Q: 3 clusters Score -4390144 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -4390155.500000 Penalty: 5197.139648
	Iteration 64Q: 3 clusters Score -4390156 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -4390166.500000 Penalty: 5197.139648
	Iteration 65Q: 3 clusters Score -4390166 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -4390169.500000 Penalty: 5197.139648
	Iteration 66Q: 3 clusters Score -4390170 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -4390175.500000 Penalty: 5197.139648
	Iteration 67Q: 3 clusters Score -4390176 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -4390181.500000 Penalty: 5197.139648
	Iteration 68Q: 3 clusters Score -4390182 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -4390198.000000 Penalty: 5197.139648
	Iteration 69Q: 3 clusters Score -4390198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -4390192.000000 Penalty: 5197.139648
	Iteration 70Q: 3 clusters Score -4390192 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -4390186.000000 Penalty: 5197.139648
	Iteration 71Q: 3 clusters Score -4390186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -4390193.000000 Penalty: 5197.139648
	Iteration 72Q: 3 clusters Score -4390193 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -4390198.500000 Penalty: 5197.139648
	Iteration 73Q: 3 clusters Score -4390198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -4390211.500000 Penalty: 5197.139648
	Iteration 74Q: 3 clusters Score -4390212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -4390222.500000 Penalty: 5197.139648
	Iteration 75Q: 3 clusters Score -4390222 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -4390232.500000 Penalty: 5197.139648
	Iteration 76Q: 3 clusters Score -4390232 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -4390229.000000 Penalty: 5197.139648
	Iteration 77Q: 3 clusters Score -4390229 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -4390221.500000 Penalty: 5197.139648
	Iteration 78Q: 3 clusters Score -4390222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -4390230.000000 Penalty: 5197.139648
	Iteration 79Q: 3 clusters Score -4390230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -4390238.000000 Penalty: 5197.139648
	Iteration 80F: 3 clusters Score -4390238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -4390241.500000 Penalty: 5197.139648
	Iteration 81Q: 3 clusters Score -4390242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -4390248.000000 Penalty: 5197.139648
	Iteration 82Q: 3 clusters Score -4390248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -4390251.500000 Penalty: 5197.139648
	Iteration 83Q: 3 clusters Score -4390252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -4390255.000000 Penalty: 5197.139648
	Iteration 84Q: 3 clusters Score -4390255 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -4390265.000000 Penalty: 5197.139648
	Iteration 85Q: 3 clusters Score -4390265 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -4390258.000000 Penalty: 5197.139648
	Iteration 86Q: 3 clusters Score -4390258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -4390272.000000 Penalty: 5197.139648
	Iteration 87Q: 3 clusters Score -4390272 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -4390278.500000 Penalty: 5197.139648
	Iteration 88Q: 3 clusters Score -4390278 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -4390289.000000 Penalty: 5197.139648
	Iteration 89Q: 3 clusters Score -4390289 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -4390299.500000 Penalty: 5197.139648
	Iteration 90Q: 3 clusters Score -4390300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -4390298.000000 Penalty: 5197.139648
	Iteration 91Q: 3 clusters Score -4390298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -4390301.000000 Penalty: 5197.139648
	Iteration 92Q: 3 clusters Score -4390301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -4390302.000000 Penalty: 5197.139648
	Iteration 93Q: 3 clusters Score -4390302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -4390321.000000 Penalty: 5197.139648
	Iteration 94Q: 3 clusters Score -4390321 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -4390319.500000 Penalty: 5197.139648
	Iteration 95Q: 3 clusters Score -4390320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -4390307.500000 Penalty: 5197.139648
	Iteration 96Q: 3 clusters Score -4390308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -4390308.500000 Penalty: 5197.139648
	Iteration 97Q: 3 clusters Score -4390308 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -4390315.500000 Penalty: 5197.139648
	Iteration 98Q: 3 clusters Score -4390316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -4390316.500000 Penalty: 5197.139648
	Iteration 99Q: 3 clusters Score -4390316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -4390328.000000 Penalty: 5197.139648
	Iteration 100F: 3 clusters Score -4390328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -4390326.500000 Penalty: 5197.139648
	Iteration 101Q: 3 clusters Score -4390326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -4390323.500000 Penalty: 5197.139648
	Iteration 102Q: 3 clusters Score -4390324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -4390338.000000 Penalty: 5197.139648
	Iteration 103Q: 3 clusters Score -4390338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -4390340.000000 Penalty: 5197.139648
	Iteration 104Q: 3 clusters Score -4390340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -4390342.000000 Penalty: 5197.139648
	Iteration 105Q: 3 clusters Score -4390342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -4390343.000000 Penalty: 5197.139648
	Iteration 106Q: 3 clusters Score -4390343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -4390354.500000 Penalty: 5197.139648
	Iteration 107Q: 3 clusters Score -4390354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -4390366.500000 Penalty: 5197.139648
	Iteration 108Q: 3 clusters Score -4390366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -4390365.500000 Penalty: 5197.139648
	Iteration 109Q: 3 clusters Score -4390366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -4390372.000000 Penalty: 5197.139648
	Iteration 110Q: 3 clusters Score -4390372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -4390370.000000 Penalty: 5197.139648
	Iteration 111Q: 3 clusters Score -4390370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -4390378.500000 Penalty: 5197.139648
	Iteration 112Q: 3 clusters Score -4390378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -4390374.000000 Penalty: 5197.139648
	Iteration 113Q: 3 clusters Score -4390374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -4390388.500000 Penalty: 5197.139648
	Iteration 114Q: 3 clusters Score -4390388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -4390392.000000 Penalty: 5197.139648
	Iteration 115Q: 3 clusters Score -4390392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -4390391.500000 Penalty: 5197.139648
	Iteration 116Q: 3 clusters Score -4390392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -4390399.000000 Penalty: 5197.139648
	Iteration 117Q: 3 clusters Score -4390399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -4390405.000000 Penalty: 5197.139648
	Iteration 118Q: 3 clusters Score -4390405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -4390398.500000 Penalty: 5197.139648
	Iteration 119Q: 3 clusters Score -4390398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -4390401.500000 Penalty: 5197.139648
	Iteration 120F: 3 clusters Score -4390402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -4390402.000000 Penalty: 5197.139648
	Iteration 121Q: 3 clusters Score -4390402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -4390401.000000 Penalty: 5197.139648
	Iteration 122Q: 3 clusters Score -4390401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -4390394.500000 Penalty: 5197.139648
	Iteration 123Q: 3 clusters Score -4390394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -4390395.000000 Penalty: 5197.139648
	Iteration 124Q: 3 clusters Score -4390395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -4390392.500000 Penalty: 5197.139648
	Iteration 125Q: 3 clusters Score -4390392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -4390392.500000 Penalty: 5197.139648
	Iteration 126F: 3 clusters Score -4390392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (229872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229872 members 
Entering Unmasked Estep 
Score: -28055094.000000 Penalty: 3061.628906
	Iteration 0F: 2 clusters Score -2.805509e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114900 members 
Mstep: Class 2 contains 114972 members 
Entering Unmasked Estep 
Score: -27904412.000000 Penalty: 6123.257812
	Iteration 0F: 3 clusters Score -2.790441e+07 nChanged 110654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116342 members 
Mstep: Class 2 contains 113530 members 
Entering Unmasked Estep 
Score: -27969702.000000 Penalty: 6123.257812
	Iteration 1F: 3 clusters Score -2.79697e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117711 members 
Mstep: Class 2 contains 112161 members 
Entering Unmasked Estep 
Score: -27971396.000000 Penalty: 6123.257812
	Iteration 2Q: 3 clusters Score -2.79714e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119842 members 
Mstep: Class 2 contains 110030 members 
Entering Unmasked Estep 
Score: -27973416.000000 Penalty: 6123.257812
	Iteration 3Q: 3 clusters Score -2.797342e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123089 members 
Mstep: Class 2 contains 106783 members 
Entering Unmasked Estep 
Score: -27976112.000000 Penalty: 6123.257812
	Iteration 4Q: 3 clusters Score -2.797611e+07 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128127 members 
Mstep: Class 2 contains 101745 members 
Entering Unmasked Estep 
Score: -27979672.000000 Penalty: 6123.257812
	Iteration 5Q: 3 clusters Score -2.797967e+07 nChanged 11500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135099 members 
Mstep: Class 2 contains 94773 members 
Entering Unmasked Estep 
Score: -27984444.000000 Penalty: 6123.257812
	Iteration 6F: 3 clusters Score -2.798444e+07 nChanged 13056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144379 members 
Mstep: Class 2 contains 85493 members 
Entering Unmasked Estep 
Score: -27990454.000000 Penalty: 6123.257812
	Iteration 7F: 3 clusters Score -2.799045e+07 nChanged 13973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155558 members 
Mstep: Class 2 contains 74314 members 
Entering Unmasked Estep 
Score: -27998136.000000 Penalty: 6123.257812
	Iteration 8F: 3 clusters Score -2.799814e+07 nChanged 14119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168023 members 
Mstep: Class 2 contains 61849 members 
Entering Unmasked Estep 
Score: -28006104.000000 Penalty: 6123.257812
	Iteration 9F: 3 clusters Score -2.80061e+07 nChanged 14003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181298 members 
Mstep: Class 2 contains 48574 members 
Entering Unmasked Estep 
Score: -28014610.000000 Penalty: 6123.257812
	Iteration 10F: 3 clusters Score -2.801461e+07 nChanged 13548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194640 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -28024052.000000 Penalty: 6123.257812
	Iteration 11F: 3 clusters Score -2.802405e+07 nChanged 12376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206974 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -28033460.000000 Penalty: 6123.257812
	Iteration 12F: 3 clusters Score -2.803346e+07 nChanged 9857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216823 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -28041466.000000 Penalty: 6123.257812
	Iteration 13Q: 3 clusters Score -2.804147e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223376 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -28046932.000000 Penalty: 6123.257812
	Iteration 14Q: 3 clusters Score -2.804693e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226950 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -28049976.000000 Penalty: 6123.257812
	Iteration 15Q: 3 clusters Score -2.804998e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228555 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -28051204.000000 Penalty: 6123.257812
	Iteration 16Q: 3 clusters Score -2.80512e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229151 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -28051830.000000 Penalty: 6123.257812
	Iteration 17Q: 3 clusters Score -2.805183e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229392 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -28052108.000000 Penalty: 6123.257812
	Iteration 18Q: 3 clusters Score -2.805211e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229489 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -28052174.000000 Penalty: 6123.257812
	Iteration 19Q: 3 clusters Score -2.805217e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229536 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -28052252.000000 Penalty: 6123.257812
	Iteration 20F: 3 clusters Score -2.805225e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229557 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -28052274.000000 Penalty: 6123.257812
	Iteration 21Q: 3 clusters Score -2.805227e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229569 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -28052310.000000 Penalty: 6123.257812
	Iteration 22Q: 3 clusters Score -2.805231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229576 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -28052322.000000 Penalty: 6123.257812
	Iteration 23Q: 3 clusters Score -2.805232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229579 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -28052318.000000 Penalty: 6123.257812
	Iteration 24Q: 3 clusters Score -2.805232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229582 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -28052326.000000 Penalty: 6123.257812
	Iteration 25Q: 3 clusters Score -2.805233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229583 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28052332.000000 Penalty: 6123.257812
	Iteration 26Q: 3 clusters Score -2.805233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229583 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28052340.000000 Penalty: 6123.257812
	Iteration 27Q: 3 clusters Score -2.805234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229583 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28052340.000000 Penalty: 6123.257812
	Iteration 28F: 3 clusters Score -2.805234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Entering Unmasked Estep 
Score: -4021935.000000 Penalty: 2579.805908
	Iteration 0F: 2 clusters Score -4021935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -3999409.250000 Penalty: 5159.611816
	Iteration 0F: 3 clusters Score -3999409 nChanged 15028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -4007509.500000 Penalty: 5159.611816
	Iteration 1F: 3 clusters Score -4007510 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -4007990.000000 Penalty: 5159.611816
	Iteration 2Q: 3 clusters Score -4007990 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -4008473.500000 Penalty: 5159.611816
	Iteration 3Q: 3 clusters Score -4008474 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -4009018.750000 Penalty: 5159.611816
	Iteration 4Q: 3 clusters Score -4009019 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -4009643.750000 Penalty: 5159.611816
	Iteration 5Q: 3 clusters Score -4009644 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -4010411.750000 Penalty: 5159.611816
	Iteration 6F: 3 clusters Score -4010412 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -4011377.000000 Penalty: 5159.611816
	Iteration 7F: 3 clusters Score -4011377 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -4012465.750000 Penalty: 5159.611816
	Iteration 8F: 3 clusters Score -4012466 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -4013689.750000 Penalty: 5159.611816
	Iteration 9F: 3 clusters Score -4013690 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -4014843.000000 Penalty: 5159.611816
	Iteration 10F: 3 clusters Score -4014843 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -4015922.750000 Penalty: 5159.611816
	Iteration 11Q: 3 clusters Score -4015923 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -4016845.750000 Penalty: 5159.611816
	Iteration 12Q: 3 clusters Score -4016846 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -4017525.500000 Penalty: 5159.611816
	Iteration 13Q: 3 clusters Score -4017526 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -4018061.250000 Penalty: 5159.611816
	Iteration 14Q: 3 clusters Score -4018061 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -4018406.000000 Penalty: 5159.611816
	Iteration 15Q: 3 clusters Score -4018406 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -4018632.500000 Penalty: 5159.611816
	Iteration 16Q: 3 clusters Score -4018632 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -4018807.750000 Penalty: 5159.611816
	Iteration 17Q: 3 clusters Score -4018808 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -4018927.000000 Penalty: 5159.611816
	Iteration 18Q: 3 clusters Score -4018927 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -4019026.250000 Penalty: 5159.611816
	Iteration 19Q: 3 clusters Score -4019026 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -4019094.500000 Penalty: 5159.611816
	Iteration 20F: 3 clusters Score -4019094 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -4019161.250000 Penalty: 5159.611816
	Iteration 21Q: 3 clusters Score -4019161 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -4019222.500000 Penalty: 5159.611816
	Iteration 22Q: 3 clusters Score -4019222 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4019277.000000 Penalty: 5159.611816
	Iteration 23Q: 3 clusters Score -4019277 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -4019323.000000 Penalty: 5159.611816
	Iteration 24Q: 3 clusters Score -4019323 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -4019367.750000 Penalty: 5159.611816
	Iteration 25Q: 3 clusters Score -4019368 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4019405.500000 Penalty: 5159.611816
	Iteration 26Q: 3 clusters Score -4019406 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -4019443.750000 Penalty: 5159.611816
	Iteration 27Q: 3 clusters Score -4019444 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -4019478.250000 Penalty: 5159.611816
	Iteration 28Q: 3 clusters Score -4019478 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4019496.250000 Penalty: 5159.611816
	Iteration 29Q: 3 clusters Score -4019496 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4019527.750000 Penalty: 5159.611816
	Iteration 30Q: 3 clusters Score -4019528 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -4019550.500000 Penalty: 5159.611816
	Iteration 31Q: 3 clusters Score -4019550 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -4019576.500000 Penalty: 5159.611816
	Iteration 32Q: 3 clusters Score -4019576 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4019608.750000 Penalty: 5159.611816
	Iteration 33Q: 3 clusters Score -4019609 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4019649.750000 Penalty: 5159.611816
	Iteration 34Q: 3 clusters Score -4019650 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4019652.000000 Penalty: 5159.611816
	Iteration 35Q: 3 clusters Score -4019652 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4019675.500000 Penalty: 5159.611816
	Iteration 36Q: 3 clusters Score -4019676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4019689.500000 Penalty: 5159.611816
	Iteration 37Q: 3 clusters Score -4019690 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4019712.250000 Penalty: 5159.611816
	Iteration 38Q: 3 clusters Score -4019712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4019726.000000 Penalty: 5159.611816
	Iteration 39Q: 3 clusters Score -4019726 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4019733.250000 Penalty: 5159.611816
	Iteration 40F: 3 clusters Score -4019733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4019739.250000 Penalty: 5159.611816
	Iteration 41Q: 3 clusters Score -4019739 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4019750.000000 Penalty: 5159.611816
	Iteration 42Q: 3 clusters Score -4019750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4019758.250000 Penalty: 5159.611816
	Iteration 43Q: 3 clusters Score -4019758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4019761.750000 Penalty: 5159.611816
	Iteration 44Q: 3 clusters Score -4019762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4019758.750000 Penalty: 5159.611816
	Iteration 45Q: 3 clusters Score -4019759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4019757.000000 Penalty: 5159.611816
	Iteration 46Q: 3 clusters Score -4019757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4019754.500000 Penalty: 5159.611816
	Iteration 47Q: 3 clusters Score -4019754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4019759.000000 Penalty: 5159.611816
	Iteration 48Q: 3 clusters Score -4019759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4019766.000000 Penalty: 5159.611816
	Iteration 49Q: 3 clusters Score -4019766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4019768.000000 Penalty: 5159.611816
	Iteration 50Q: 3 clusters Score -4019768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4019763.000000 Penalty: 5159.611816
	Iteration 51Q: 3 clusters Score -4019763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4019764.000000 Penalty: 5159.611816
	Iteration 52Q: 3 clusters Score -4019764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4019763.250000 Penalty: 5159.611816
	Iteration 53Q: 3 clusters Score -4019763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4019763.750000 Penalty: 5159.611816
	Iteration 54Q: 3 clusters Score -4019764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4019761.000000 Penalty: 5159.611816
	Iteration 55Q: 3 clusters Score -4019761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4019761.000000 Penalty: 5159.611816
	Iteration 56Q: 3 clusters Score -4019761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4019761.500000 Penalty: 5159.611816
	Iteration 57Q: 3 clusters Score -4019762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4019760.750000 Penalty: 5159.611816
	Iteration 58Q: 3 clusters Score -4019761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4019763.500000 Penalty: 5159.611816
	Iteration 59Q: 3 clusters Score -4019764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4019763.500000 Penalty: 5159.611816
	Iteration 60F: 3 clusters Score -4019764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -79301.687500 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -79301.69 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 377 members 
Entering Unmasked Estep 
Score: -77621.250000 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -77621.25 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -77841.523438 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -77841.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -77903.148438 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -77903.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -77929.921875 Penalty: 3279.572266
	Iteration 3Q: 3 clusters Score -77929.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77947.984375 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -77947.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77952.429688 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -77952.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -77956.492188 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -77956.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77959.484375 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -77959.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77962.234375 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -77962.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77964.671875 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -77964.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -77971.015625 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -77971.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -77976.578125 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -77976.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -77981.593750 Penalty: 3279.572266
	Iteration 12Q: 3 clusters Score -77981.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -77992.585938 Penalty: 3279.572266
	Iteration 13Q: 3 clusters Score -77992.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -78000.664062 Penalty: 3279.572266
	Iteration 14Q: 3 clusters Score -78000.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -78007.976562 Penalty: 3279.572266
	Iteration 15Q: 3 clusters Score -78007.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -78011.148438 Penalty: 3279.572266
	Iteration 16Q: 3 clusters Score -78011.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -78018.382812 Penalty: 3279.572266
	Iteration 17Q: 3 clusters Score -78018.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -78023.250000 Penalty: 3279.572266
	Iteration 18Q: 3 clusters Score -78023.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -78032.125000 Penalty: 3279.572266
	Iteration 19Q: 3 clusters Score -78032.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -78037.625000 Penalty: 3279.572266
	Iteration 20F: 3 clusters Score -78037.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -78048.445312 Penalty: 3279.572266
	Iteration 21Q: 3 clusters Score -78048.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -78059.289062 Penalty: 3279.572266
	Iteration 22Q: 3 clusters Score -78059.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -78066.085938 Penalty: 3279.572266
	Iteration 23Q: 3 clusters Score -78066.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78069.585938 Penalty: 3279.572266
	Iteration 24Q: 3 clusters Score -78069.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78077.617188 Penalty: 3279.572266
	Iteration 25Q: 3 clusters Score -78077.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78083.523438 Penalty: 3279.572266
	Iteration 26Q: 3 clusters Score -78083.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78083.523438 Penalty: 3279.572266
	Iteration 27F: 3 clusters Score -78083.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (154641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154641 members 
Entering Unmasked Estep 
Score: -18749630.000000 Penalty: 2963.317627
	Iteration 0F: 2 clusters Score -1.874963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 77174 members 
Entering Unmasked Estep 
Score: -18645884.000000 Penalty: 5926.635254
	Iteration 0F: 3 clusters Score -1.864588e+07 nChanged 74027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78828 members 
Mstep: Class 2 contains 75813 members 
Entering Unmasked Estep 
Score: -18689074.000000 Penalty: 5926.635254
	Iteration 1F: 3 clusters Score -1.868907e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79449 members 
Mstep: Class 2 contains 75192 members 
Entering Unmasked Estep 
Score: -18690056.000000 Penalty: 5926.635254
	Iteration 2Q: 3 clusters Score -1.869006e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80245 members 
Mstep: Class 2 contains 74396 members 
Entering Unmasked Estep 
Score: -18691398.000000 Penalty: 5926.635254
	Iteration 3Q: 3 clusters Score -1.86914e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81280 members 
Mstep: Class 2 contains 73361 members 
Entering Unmasked Estep 
Score: -18692880.000000 Penalty: 5926.635254
	Iteration 4Q: 3 clusters Score -1.869288e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 71804 members 
Entering Unmasked Estep 
Score: -18694616.000000 Penalty: 5926.635254
	Iteration 5Q: 3 clusters Score -1.869462e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84920 members 
Mstep: Class 2 contains 69721 members 
Entering Unmasked Estep 
Score: -18696964.000000 Penalty: 5926.635254
	Iteration 6Q: 3 clusters Score -1.869696e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87716 members 
Mstep: Class 2 contains 66925 members 
Entering Unmasked Estep 
Score: -18699942.000000 Penalty: 5926.635254
	Iteration 7Q: 3 clusters Score -1.869994e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91453 members 
Mstep: Class 2 contains 63188 members 
Entering Unmasked Estep 
Score: -18703640.000000 Penalty: 5926.635254
	Iteration 8Q: 3 clusters Score -1.870364e+07 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96435 members 
Mstep: Class 2 contains 58206 members 
Entering Unmasked Estep 
Score: -18708162.000000 Penalty: 5926.635254
	Iteration 9F: 3 clusters Score -1.870816e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102600 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -18713304.000000 Penalty: 5926.635254
	Iteration 10F: 3 clusters Score -1.87133e+07 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109646 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -18718458.000000 Penalty: 5926.635254
	Iteration 11F: 3 clusters Score -1.871846e+07 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117299 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -18723824.000000 Penalty: 5926.635254
	Iteration 12F: 3 clusters Score -1.872382e+07 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125133 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -18729284.000000 Penalty: 5926.635254
	Iteration 13F: 3 clusters Score -1.872928e+07 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132523 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -18734476.000000 Penalty: 5926.635254
	Iteration 14Q: 3 clusters Score -1.873448e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138788 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -18738592.000000 Penalty: 5926.635254
	Iteration 15Q: 3 clusters Score -1.873859e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143565 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -18741506.000000 Penalty: 5926.635254
	Iteration 16Q: 3 clusters Score -1.874151e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146894 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -18743498.000000 Penalty: 5926.635254
	Iteration 17Q: 3 clusters Score -1.87435e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149159 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -18744852.000000 Penalty: 5926.635254
	Iteration 18Q: 3 clusters Score -1.874485e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150630 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -18745676.000000 Penalty: 5926.635254
	Iteration 19Q: 3 clusters Score -1.874568e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151535 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -18746134.000000 Penalty: 5926.635254
	Iteration 20F: 3 clusters Score -1.874613e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152112 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -18746484.000000 Penalty: 5926.635254
	Iteration 21Q: 3 clusters Score -1.874648e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152507 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -18746668.000000 Penalty: 5926.635254
	Iteration 22Q: 3 clusters Score -1.874667e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152774 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -18746818.000000 Penalty: 5926.635254
	Iteration 23Q: 3 clusters Score -1.874682e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152959 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -18746908.000000 Penalty: 5926.635254
	Iteration 24Q: 3 clusters Score -1.874691e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153084 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -18746994.000000 Penalty: 5926.635254
	Iteration 25Q: 3 clusters Score -1.874699e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153188 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -18747044.000000 Penalty: 5926.635254
	Iteration 26Q: 3 clusters Score -1.874704e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153252 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -18747116.000000 Penalty: 5926.635254
	Iteration 27Q: 3 clusters Score -1.874712e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153311 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -18747120.000000 Penalty: 5926.635254
	Iteration 28Q: 3 clusters Score -1.874712e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153357 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -18747150.000000 Penalty: 5926.635254
	Iteration 29Q: 3 clusters Score -1.874715e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153385 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -18747168.000000 Penalty: 5926.635254
	Iteration 30Q: 3 clusters Score -1.874717e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153405 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -18747170.000000 Penalty: 5926.635254
	Iteration 31Q: 3 clusters Score -1.874717e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153424 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -18747186.000000 Penalty: 5926.635254
	Iteration 32Q: 3 clusters Score -1.874719e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153443 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -18747212.000000 Penalty: 5926.635254
	Iteration 33Q: 3 clusters Score -1.874721e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153463 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -18747220.000000 Penalty: 5926.635254
	Iteration 34Q: 3 clusters Score -1.874722e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153476 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -18747234.000000 Penalty: 5926.635254
	Iteration 35Q: 3 clusters Score -1.874723e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153483 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -18747242.000000 Penalty: 5926.635254
	Iteration 36Q: 3 clusters Score -1.874724e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153488 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -18747246.000000 Penalty: 5926.635254
	Iteration 37Q: 3 clusters Score -1.874725e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153495 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -18747256.000000 Penalty: 5926.635254
	Iteration 38Q: 3 clusters Score -1.874726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153503 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -18747270.000000 Penalty: 5926.635254
	Iteration 39Q: 3 clusters Score -1.874727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153509 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -18747262.000000 Penalty: 5926.635254
	Iteration 40F: 3 clusters Score -1.874726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153514 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -18747276.000000 Penalty: 5926.635254
	Iteration 41Q: 3 clusters Score -1.874728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153516 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -18747276.000000 Penalty: 5926.635254
	Iteration 42Q: 3 clusters Score -1.874728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153518 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -18747280.000000 Penalty: 5926.635254
	Iteration 43Q: 3 clusters Score -1.874728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153519 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -18747272.000000 Penalty: 5926.635254
	Iteration 44Q: 3 clusters Score -1.874727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153521 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -18747280.000000 Penalty: 5926.635254
	Iteration 45Q: 3 clusters Score -1.874728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153521 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -18747282.000000 Penalty: 5926.635254
	Iteration 46Q: 3 clusters Score -1.874728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153522 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -18747286.000000 Penalty: 5926.635254
	Iteration 47Q: 3 clusters Score -1.874729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153523 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -18747284.000000 Penalty: 5926.635254
	Iteration 48Q: 3 clusters Score -1.874728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153525 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -18747286.000000 Penalty: 5926.635254
	Iteration 49Q: 3 clusters Score -1.874729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153526 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -18747288.000000 Penalty: 5926.635254
	Iteration 50Q: 3 clusters Score -1.874729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153527 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -18747282.000000 Penalty: 5926.635254
	Iteration 51Q: 3 clusters Score -1.874728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153527 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -18747284.000000 Penalty: 5926.635254
	Iteration 52Q: 3 clusters Score -1.874728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153527 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -18747284.000000 Penalty: 5926.635254
	Iteration 53F: 3 clusters Score -1.874728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Entering Unmasked Estep 
Score: -3452354.250000 Penalty: 2557.667969
	Iteration 0F: 2 clusters Score -3452354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -3431648.250000 Penalty: 5115.335938
	Iteration 0F: 3 clusters Score -3431648 nChanged 13610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -3439120.750000 Penalty: 5115.335938
	Iteration 1F: 3 clusters Score -3439121 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -3439754.500000 Penalty: 5115.335938
	Iteration 2F: 3 clusters Score -3439754 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -3440441.750000 Penalty: 5115.335938
	Iteration 3Q: 3 clusters Score -3440442 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -3441251.250000 Penalty: 5115.335938
	Iteration 4F: 3 clusters Score -3441251 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -3442320.500000 Penalty: 5115.335938
	Iteration 5F: 3 clusters Score -3442320 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -3443568.000000 Penalty: 5115.335938
	Iteration 6F: 3 clusters Score -3443568 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -3444876.750000 Penalty: 5115.335938
	Iteration 7F: 3 clusters Score -3444877 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -3446116.500000 Penalty: 5115.335938
	Iteration 8F: 3 clusters Score -3446116 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -3447253.000000 Penalty: 5115.335938
	Iteration 9Q: 3 clusters Score -3447253 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -3448143.500000 Penalty: 5115.335938
	Iteration 10Q: 3 clusters Score -3448144 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -3448772.250000 Penalty: 5115.335938
	Iteration 11Q: 3 clusters Score -3448772 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -3449198.250000 Penalty: 5115.335938
	Iteration 12Q: 3 clusters Score -3449198 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -3449458.250000 Penalty: 5115.335938
	Iteration 13Q: 3 clusters Score -3449458 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -3449622.000000 Penalty: 5115.335938
	Iteration 14Q: 3 clusters Score -3449622 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -3449748.500000 Penalty: 5115.335938
	Iteration 15Q: 3 clusters Score -3449748 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -3449849.500000 Penalty: 5115.335938
	Iteration 16Q: 3 clusters Score -3449850 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -3449957.500000 Penalty: 5115.335938
	Iteration 17Q: 3 clusters Score -3449958 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -3450081.250000 Penalty: 5115.335938
	Iteration 18Q: 3 clusters Score -3450081 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -3450234.250000 Penalty: 5115.335938
	Iteration 19Q: 3 clusters Score -3450234 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -3450418.250000 Penalty: 5115.335938
	Iteration 20F: 3 clusters Score -3450418 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -3450663.000000 Penalty: 5115.335938
	Iteration 21Q: 3 clusters Score -3450663 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -3450908.750000 Penalty: 5115.335938
	Iteration 22Q: 3 clusters Score -3450909 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -3451070.000000 Penalty: 5115.335938
	Iteration 23Q: 3 clusters Score -3451070 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -3451203.000000 Penalty: 5115.335938
	Iteration 24Q: 3 clusters Score -3451203 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -3451291.250000 Penalty: 5115.335938
	Iteration 25Q: 3 clusters Score -3451291 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -3451348.250000 Penalty: 5115.335938
	Iteration 26Q: 3 clusters Score -3451348 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -3451399.500000 Penalty: 5115.335938
	Iteration 27Q: 3 clusters Score -3451400 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -3451459.500000 Penalty: 5115.335938
	Iteration 28Q: 3 clusters Score -3451460 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -3451526.000000 Penalty: 5115.335938
	Iteration 29Q: 3 clusters Score -3451526 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -3451563.250000 Penalty: 5115.335938
	Iteration 30Q: 3 clusters Score -3451563 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -3451581.500000 Penalty: 5115.335938
	Iteration 31Q: 3 clusters Score -3451582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -3451589.750000 Penalty: 5115.335938
	Iteration 32Q: 3 clusters Score -3451590 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -3451611.750000 Penalty: 5115.335938
	Iteration 33Q: 3 clusters Score -3451612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -3451620.500000 Penalty: 5115.335938
	Iteration 34Q: 3 clusters Score -3451620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -3451628.000000 Penalty: 5115.335938
	Iteration 35Q: 3 clusters Score -3451628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -3451633.250000 Penalty: 5115.335938
	Iteration 36Q: 3 clusters Score -3451633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3451635.000000 Penalty: 5115.335938
	Iteration 37Q: 3 clusters Score -3451635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3451635.750000 Penalty: 5115.335938
	Iteration 38Q: 3 clusters Score -3451636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3451634.500000 Penalty: 5115.335938
	Iteration 39Q: 3 clusters Score -3451634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3451633.250000 Penalty: 5115.335938
	Iteration 40F: 3 clusters Score -3451633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -3451642.000000 Penalty: 5115.335938
	Iteration 41Q: 3 clusters Score -3451642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -3451643.000000 Penalty: 5115.335938
	Iteration 42Q: 3 clusters Score -3451643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -3451643.750000 Penalty: 5115.335938
	Iteration 43Q: 3 clusters Score -3451644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -3451643.750000 Penalty: 5115.335938
	Iteration 44F: 3 clusters Score -3451644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Entering Unmasked Estep 
Score: -1038370.500000 Penalty: 2258.255371
	Iteration 0F: 2 clusters Score -1038370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1031326.062500 Penalty: 4516.510742
	Iteration 0F: 3 clusters Score -1031326 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1033342.625000 Penalty: 4516.510742
	Iteration 1F: 3 clusters Score -1033343 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1033671.687500 Penalty: 4516.510742
	Iteration 2F: 3 clusters Score -1033672 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1033878.437500 Penalty: 4516.510742
	Iteration 3F: 3 clusters Score -1033878 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1034036.687500 Penalty: 4516.510742
	Iteration 4Q: 3 clusters Score -1034037 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1034168.312500 Penalty: 4516.510742
	Iteration 5Q: 3 clusters Score -1034168 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1034292.000000 Penalty: 4516.510742
	Iteration 6Q: 3 clusters Score -1034292 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1034401.562500 Penalty: 4516.510742
	Iteration 7Q: 3 clusters Score -1034402 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1034510.562500 Penalty: 4516.510742
	Iteration 8Q: 3 clusters Score -1034511 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1034618.250000 Penalty: 4516.510742
	Iteration 9Q: 3 clusters Score -1034618 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1034731.625000 Penalty: 4516.510742
	Iteration 10Q: 3 clusters Score -1034732 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1034837.312500 Penalty: 4516.510742
	Iteration 11Q: 3 clusters Score -1034837 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1034949.625000 Penalty: 4516.510742
	Iteration 12Q: 3 clusters Score -1034950 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1035062.875000 Penalty: 4516.510742
	Iteration 13Q: 3 clusters Score -1035063 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1035188.687500 Penalty: 4516.510742
	Iteration 14Q: 3 clusters Score -1035189 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1035309.437500 Penalty: 4516.510742
	Iteration 15Q: 3 clusters Score -1035309 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1035446.500000 Penalty: 4516.510742
	Iteration 16Q: 3 clusters Score -1035446 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1035580.750000 Penalty: 4516.510742
	Iteration 17Q: 3 clusters Score -1035581 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1035697.500000 Penalty: 4516.510742
	Iteration 18Q: 3 clusters Score -1035698 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1035802.750000 Penalty: 4516.510742
	Iteration 19Q: 3 clusters Score -1035803 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1035900.250000 Penalty: 4516.510742
	Iteration 20F: 3 clusters Score -1035900 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1035995.937500 Penalty: 4516.510742
	Iteration 21Q: 3 clusters Score -1035996 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1036083.437500 Penalty: 4516.510742
	Iteration 22Q: 3 clusters Score -1036083 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1036148.312500 Penalty: 4516.510742
	Iteration 23Q: 3 clusters Score -1036148 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1036204.875000 Penalty: 4516.510742
	Iteration 24Q: 3 clusters Score -1036205 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1036247.750000 Penalty: 4516.510742
	Iteration 25Q: 3 clusters Score -1036248 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1036274.500000 Penalty: 4516.510742
	Iteration 26Q: 3 clusters Score -1036274 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1036297.937500 Penalty: 4516.510742
	Iteration 27Q: 3 clusters Score -1036298 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1036315.437500 Penalty: 4516.510742
	Iteration 28Q: 3 clusters Score -1036315 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1036334.125000 Penalty: 4516.510742
	Iteration 29Q: 3 clusters Score -1036334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1036348.125000 Penalty: 4516.510742
	Iteration 30Q: 3 clusters Score -1036348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1036365.562500 Penalty: 4516.510742
	Iteration 31Q: 3 clusters Score -1036366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1036383.687500 Penalty: 4516.510742
	Iteration 32Q: 3 clusters Score -1036384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1036396.750000 Penalty: 4516.510742
	Iteration 33Q: 3 clusters Score -1036397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1036405.437500 Penalty: 4516.510742
	Iteration 34Q: 3 clusters Score -1036405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1036419.687500 Penalty: 4516.510742
	Iteration 35Q: 3 clusters Score -1036420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1036429.562500 Penalty: 4516.510742
	Iteration 36Q: 3 clusters Score -1036430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1036434.187500 Penalty: 4516.510742
	Iteration 37Q: 3 clusters Score -1036434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1036438.812500 Penalty: 4516.510742
	Iteration 38Q: 3 clusters Score -1036439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1036441.437500 Penalty: 4516.510742
	Iteration 39Q: 3 clusters Score -1036441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1036448.250000 Penalty: 4516.510742
	Iteration 40F: 3 clusters Score -1036448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1036449.687500 Penalty: 4516.510742
	Iteration 41Q: 3 clusters Score -1036450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1036451.625000 Penalty: 4516.510742
	Iteration 42Q: 3 clusters Score -1036452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1036453.687500 Penalty: 4516.510742
	Iteration 43Q: 3 clusters Score -1036454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1036455.937500 Penalty: 4516.510742
	Iteration 44Q: 3 clusters Score -1036456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1036457.437500 Penalty: 4516.510742
	Iteration 45Q: 3 clusters Score -1036457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1036457.625000 Penalty: 4516.510742
	Iteration 46Q: 3 clusters Score -1036458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1036458.625000 Penalty: 4516.510742
	Iteration 47Q: 3 clusters Score -1036459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1036459.875000 Penalty: 4516.510742
	Iteration 48Q: 3 clusters Score -1036460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1036461.375000 Penalty: 4516.510742
	Iteration 49Q: 3 clusters Score -1036461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1036463.375000 Penalty: 4516.510742
	Iteration 50Q: 3 clusters Score -1036463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1036463.937500 Penalty: 4516.510742
	Iteration 51Q: 3 clusters Score -1036464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1036463.937500 Penalty: 4516.510742
	Iteration 52F: 3 clusters Score -1036464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (69039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69039 members 
Entering Unmasked Estep 
Score: -8464977.000000 Penalty: 2763.321777
	Iteration 0F: 2 clusters Score -8464977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -8418741.000000 Penalty: 5526.643555
	Iteration 0F: 3 clusters Score -8418741 nChanged 32121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -8436684.000000 Penalty: 5526.643555
	Iteration 1F: 3 clusters Score -8436684 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -8437476.000000 Penalty: 5526.643555
	Iteration 2Q: 3 clusters Score -8437476 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -8438362.000000 Penalty: 5526.643555
	Iteration 3Q: 3 clusters Score -8438362 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -8439531.000000 Penalty: 5526.643555
	Iteration 4Q: 3 clusters Score -8439531 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -8440927.000000 Penalty: 5526.643555
	Iteration 5Q: 3 clusters Score -8440927 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -8442622.000000 Penalty: 5526.643555
	Iteration 6F: 3 clusters Score -8442622 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -8444675.000000 Penalty: 5526.643555
	Iteration 7F: 3 clusters Score -8444675 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -8446950.000000 Penalty: 5526.643555
	Iteration 8F: 3 clusters Score -8446950 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -8449461.000000 Penalty: 5526.643555
	Iteration 9F: 3 clusters Score -8449461 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -8451968.000000 Penalty: 5526.643555
	Iteration 10F: 3 clusters Score -8451968 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57571 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -8454503.000000 Penalty: 5526.643555
	Iteration 11F: 3 clusters Score -8454503 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60592 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -8456818.000000 Penalty: 5526.643555
	Iteration 12Q: 3 clusters Score -8456818 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63062 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -8458686.000000 Penalty: 5526.643555
	Iteration 13Q: 3 clusters Score -8458686 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64862 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -8459976.000000 Penalty: 5526.643555
	Iteration 14Q: 3 clusters Score -8459976 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66112 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -8460893.000000 Penalty: 5526.643555
	Iteration 15Q: 3 clusters Score -8460893 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -8461465.000000 Penalty: 5526.643555
	Iteration 16Q: 3 clusters Score -8461465 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67418 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -8461810.000000 Penalty: 5526.643555
	Iteration 17Q: 3 clusters Score -8461810 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67729 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8462023.000000 Penalty: 5526.643555
	Iteration 18Q: 3 clusters Score -8462023 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67921 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8462175.000000 Penalty: 5526.643555
	Iteration 19Q: 3 clusters Score -8462175 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68056 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8462313.000000 Penalty: 5526.643555
	Iteration 20F: 3 clusters Score -8462313 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68173 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8462371.000000 Penalty: 5526.643555
	Iteration 21Q: 3 clusters Score -8462371 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68246 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8462450.000000 Penalty: 5526.643555
	Iteration 22Q: 3 clusters Score -8462450 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68283 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8462477.000000 Penalty: 5526.643555
	Iteration 23Q: 3 clusters Score -8462477 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68311 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8462514.000000 Penalty: 5526.643555
	Iteration 24Q: 3 clusters Score -8462514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8462532.000000 Penalty: 5526.643555
	Iteration 25Q: 3 clusters Score -8462532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68346 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8462557.000000 Penalty: 5526.643555
	Iteration 26Q: 3 clusters Score -8462557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68359 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8462556.000000 Penalty: 5526.643555
	Iteration 27Q: 3 clusters Score -8462556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68364 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8462569.000000 Penalty: 5526.643555
	Iteration 28Q: 3 clusters Score -8462569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8462569.000000 Penalty: 5526.643555
	Iteration 29Q: 3 clusters Score -8462569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68372 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8462574.000000 Penalty: 5526.643555
	Iteration 30Q: 3 clusters Score -8462574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68377 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8462579.000000 Penalty: 5526.643555
	Iteration 31Q: 3 clusters Score -8462579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68383 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8462579.000000 Penalty: 5526.643555
	Iteration 32Q: 3 clusters Score -8462579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68395 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8462582.000000 Penalty: 5526.643555
	Iteration 33Q: 3 clusters Score -8462582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68403 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8462599.000000 Penalty: 5526.643555
	Iteration 34Q: 3 clusters Score -8462599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68409 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8462611.000000 Penalty: 5526.643555
	Iteration 35Q: 3 clusters Score -8462611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68415 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8462605.000000 Penalty: 5526.643555
	Iteration 36Q: 3 clusters Score -8462605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68418 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8462604.000000 Penalty: 5526.643555
	Iteration 37Q: 3 clusters Score -8462604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68419 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8462603.000000 Penalty: 5526.643555
	Iteration 38Q: 3 clusters Score -8462603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68420 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8462604.000000 Penalty: 5526.643555
	Iteration 39Q: 3 clusters Score -8462604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68421 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8462609.000000 Penalty: 5526.643555
	Iteration 40F: 3 clusters Score -8462609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Entering Unmasked Estep 
Score: -1178957.500000 Penalty: 2279.583984
	Iteration 0F: 2 clusters Score -1178958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1171353.375000 Penalty: 4559.167969
	Iteration 0F: 3 clusters Score -1171353 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1173591.750000 Penalty: 4559.167969
	Iteration 1F: 3 clusters Score -1173592 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1173890.125000 Penalty: 4559.167969
	Iteration 2F: 3 clusters Score -1173890 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1174133.250000 Penalty: 4559.167969
	Iteration 3F: 3 clusters Score -1174133 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1174332.375000 Penalty: 4559.167969
	Iteration 4Q: 3 clusters Score -1174332 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1174495.625000 Penalty: 4559.167969
	Iteration 5Q: 3 clusters Score -1174496 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1174661.750000 Penalty: 4559.167969
	Iteration 6Q: 3 clusters Score -1174662 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1174863.500000 Penalty: 4559.167969
	Iteration 7Q: 3 clusters Score -1174864 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1175099.750000 Penalty: 4559.167969
	Iteration 8Q: 3 clusters Score -1175100 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1175334.250000 Penalty: 4559.167969
	Iteration 9Q: 3 clusters Score -1175334 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1175541.500000 Penalty: 4559.167969
	Iteration 10Q: 3 clusters Score -1175542 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1175775.125000 Penalty: 4559.167969
	Iteration 11Q: 3 clusters Score -1175775 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1176030.500000 Penalty: 4559.167969
	Iteration 12Q: 3 clusters Score -1176030 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1176232.375000 Penalty: 4559.167969
	Iteration 13Q: 3 clusters Score -1176232 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1176393.875000 Penalty: 4559.167969
	Iteration 14Q: 3 clusters Score -1176394 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1176519.500000 Penalty: 4559.167969
	Iteration 15Q: 3 clusters Score -1176520 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1176610.500000 Penalty: 4559.167969
	Iteration 16Q: 3 clusters Score -1176610 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1176679.125000 Penalty: 4559.167969
	Iteration 17Q: 3 clusters Score -1176679 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1176723.875000 Penalty: 4559.167969
	Iteration 18Q: 3 clusters Score -1176724 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1176770.375000 Penalty: 4559.167969
	Iteration 19Q: 3 clusters Score -1176770 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1176807.375000 Penalty: 4559.167969
	Iteration 20F: 3 clusters Score -1176807 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1176834.250000 Penalty: 4559.167969
	Iteration 21Q: 3 clusters Score -1176834 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1176868.250000 Penalty: 4559.167969
	Iteration 22Q: 3 clusters Score -1176868 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1176905.250000 Penalty: 4559.167969
	Iteration 23Q: 3 clusters Score -1176905 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1176944.375000 Penalty: 4559.167969
	Iteration 24Q: 3 clusters Score -1176944 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1177000.000000 Penalty: 4559.167969
	Iteration 25Q: 3 clusters Score -1177000 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1177047.500000 Penalty: 4559.167969
	Iteration 26Q: 3 clusters Score -1177048 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1177103.125000 Penalty: 4559.167969
	Iteration 27Q: 3 clusters Score -1177103 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1177171.000000 Penalty: 4559.167969
	Iteration 28Q: 3 clusters Score -1177171 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1177230.500000 Penalty: 4559.167969
	Iteration 29Q: 3 clusters Score -1177230 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1177289.250000 Penalty: 4559.167969
	Iteration 30Q: 3 clusters Score -1177289 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1177348.125000 Penalty: 4559.167969
	Iteration 31Q: 3 clusters Score -1177348 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1177422.875000 Penalty: 4559.167969
	Iteration 32Q: 3 clusters Score -1177423 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1177484.125000 Penalty: 4559.167969
	Iteration 33Q: 3 clusters Score -1177484 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1177520.625000 Penalty: 4559.167969
	Iteration 34Q: 3 clusters Score -1177521 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1177541.375000 Penalty: 4559.167969
	Iteration 35Q: 3 clusters Score -1177541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1177554.375000 Penalty: 4559.167969
	Iteration 36Q: 3 clusters Score -1177554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1177558.375000 Penalty: 4559.167969
	Iteration 37Q: 3 clusters Score -1177558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1177564.500000 Penalty: 4559.167969
	Iteration 38Q: 3 clusters Score -1177564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1177565.000000 Penalty: 4559.167969
	Iteration 39Q: 3 clusters Score -1177565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1177569.375000 Penalty: 4559.167969
	Iteration 40F: 3 clusters Score -1177569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1177576.500000 Penalty: 4559.167969
	Iteration 41Q: 3 clusters Score -1177576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1177582.125000 Penalty: 4559.167969
	Iteration 42Q: 3 clusters Score -1177582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1177587.625000 Penalty: 4559.167969
	Iteration 43Q: 3 clusters Score -1177588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1177593.750000 Penalty: 4559.167969
	Iteration 44Q: 3 clusters Score -1177594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1177592.250000 Penalty: 4559.167969
	Iteration 45Q: 3 clusters Score -1177592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1177597.375000 Penalty: 4559.167969
	Iteration 46Q: 3 clusters Score -1177597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1177599.250000 Penalty: 4559.167969
	Iteration 47Q: 3 clusters Score -1177599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1177605.000000 Penalty: 4559.167969
	Iteration 48Q: 3 clusters Score -1177605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1177604.750000 Penalty: 4559.167969
	Iteration 49Q: 3 clusters Score -1177605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1177611.250000 Penalty: 4559.167969
	Iteration 50Q: 3 clusters Score -1177611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1177612.125000 Penalty: 4559.167969
	Iteration 51Q: 3 clusters Score -1177612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1177614.000000 Penalty: 4559.167969
	Iteration 52Q: 3 clusters Score -1177614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1177612.750000 Penalty: 4559.167969
	Iteration 53Q: 3 clusters Score -1177613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1177616.875000 Penalty: 4559.167969
	Iteration 54Q: 3 clusters Score -1177617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1177618.500000 Penalty: 4559.167969
	Iteration 55Q: 3 clusters Score -1177618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1177617.375000 Penalty: 4559.167969
	Iteration 56Q: 3 clusters Score -1177617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1177621.125000 Penalty: 4559.167969
	Iteration 57Q: 3 clusters Score -1177621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1177619.625000 Penalty: 4559.167969
	Iteration 58Q: 3 clusters Score -1177620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1177624.750000 Penalty: 4559.167969
	Iteration 59Q: 3 clusters Score -1177625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1177629.250000 Penalty: 4559.167969
	Iteration 60F: 3 clusters Score -1177629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1177632.125000 Penalty: 4559.167969
	Iteration 61Q: 3 clusters Score -1177632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1177631.000000 Penalty: 4559.167969
	Iteration 62Q: 3 clusters Score -1177631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1177629.625000 Penalty: 4559.167969
	Iteration 63Q: 3 clusters Score -1177630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1177630.000000 Penalty: 4559.167969
	Iteration 64Q: 3 clusters Score -1177630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1177629.500000 Penalty: 4559.167969
	Iteration 65Q: 3 clusters Score -1177630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1177631.125000 Penalty: 4559.167969
	Iteration 66Q: 3 clusters Score -1177631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1177636.750000 Penalty: 4559.167969
	Iteration 67Q: 3 clusters Score -1177637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1177635.125000 Penalty: 4559.167969
	Iteration 68Q: 3 clusters Score -1177635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1177637.000000 Penalty: 4559.167969
	Iteration 69Q: 3 clusters Score -1177637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1177640.000000 Penalty: 4559.167969
	Iteration 70Q: 3 clusters Score -1177640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1177641.125000 Penalty: 4559.167969
	Iteration 71Q: 3 clusters Score -1177641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1177641.125000 Penalty: 4559.167969
	Iteration 72F: 3 clusters Score -1177641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Entering Unmasked Estep 
Score: -4698654.000000 Penalty: 2617.679932
	Iteration 0F: 2 clusters Score -4698654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -4672697.000000 Penalty: 5235.359863
	Iteration 0F: 3 clusters Score -4672697 nChanged 17473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -4682440.000000 Penalty: 5235.359863
	Iteration 1F: 3 clusters Score -4682440 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -4682913.500000 Penalty: 5235.359863
	Iteration 2Q: 3 clusters Score -4682914 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -4683347.000000 Penalty: 5235.359863
	Iteration 3Q: 3 clusters Score -4683347 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -4683795.000000 Penalty: 5235.359863
	Iteration 4Q: 3 clusters Score -4683795 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -4684478.000000 Penalty: 5235.359863
	Iteration 5Q: 3 clusters Score -4684478 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -4685545.500000 Penalty: 5235.359863
	Iteration 6F: 3 clusters Score -4685546 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -4687204.500000 Penalty: 5235.359863
	Iteration 7F: 3 clusters Score -4687204 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -4689291.000000 Penalty: 5235.359863
	Iteration 8F: 3 clusters Score -4689291 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -4691258.000000 Penalty: 5235.359863
	Iteration 9F: 3 clusters Score -4691258 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -4692890.000000 Penalty: 5235.359863
	Iteration 10F: 3 clusters Score -4692890 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -4694082.500000 Penalty: 5235.359863
	Iteration 11Q: 3 clusters Score -4694082 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -4694912.500000 Penalty: 5235.359863
	Iteration 12Q: 3 clusters Score -4694912 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -4695468.000000 Penalty: 5235.359863
	Iteration 13Q: 3 clusters Score -4695468 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -4695823.000000 Penalty: 5235.359863
	Iteration 14Q: 3 clusters Score -4695823 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -4696063.500000 Penalty: 5235.359863
	Iteration 15Q: 3 clusters Score -4696064 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -4696194.000000 Penalty: 5235.359863
	Iteration 16Q: 3 clusters Score -4696194 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -4696297.000000 Penalty: 5235.359863
	Iteration 17Q: 3 clusters Score -4696297 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -4696377.000000 Penalty: 5235.359863
	Iteration 18Q: 3 clusters Score -4696377 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -4696438.500000 Penalty: 5235.359863
	Iteration 19Q: 3 clusters Score -4696438 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -4696461.000000 Penalty: 5235.359863
	Iteration 20F: 3 clusters Score -4696461 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -4696491.000000 Penalty: 5235.359863
	Iteration 21Q: 3 clusters Score -4696491 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -4696515.500000 Penalty: 5235.359863
	Iteration 22Q: 3 clusters Score -4696516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -4696517.000000 Penalty: 5235.359863
	Iteration 23Q: 3 clusters Score -4696517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -4696525.500000 Penalty: 5235.359863
	Iteration 24Q: 3 clusters Score -4696526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -4696524.000000 Penalty: 5235.359863
	Iteration 25Q: 3 clusters Score -4696524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -4696527.500000 Penalty: 5235.359863
	Iteration 26Q: 3 clusters Score -4696528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -4696529.000000 Penalty: 5235.359863
	Iteration 27Q: 3 clusters Score -4696529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -4696536.000000 Penalty: 5235.359863
	Iteration 28Q: 3 clusters Score -4696536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -4696536.000000 Penalty: 5235.359863
	Iteration 29Q: 3 clusters Score -4696536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -4696537.000000 Penalty: 5235.359863
	Iteration 30Q: 3 clusters Score -4696537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -4696535.000000 Penalty: 5235.359863
	Iteration 31Q: 3 clusters Score -4696535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -4696543.000000 Penalty: 5235.359863
	Iteration 32Q: 3 clusters Score -4696543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -4696542.500000 Penalty: 5235.359863
	Iteration 33Q: 3 clusters Score -4696542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -4696542.500000 Penalty: 5235.359863
	Iteration 34Q: 3 clusters Score -4696542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -4696542.500000 Penalty: 5235.359863
	Iteration 35F: 3 clusters Score -4696542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -79574.054688 Penalty: 1624.313354
	Iteration 0F: 2 clusters Score -79574.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -77852.085938 Penalty: 3248.626709
	Iteration 0F: 3 clusters Score -77852.09 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78055.835938 Penalty: 3248.626709
	Iteration 1F: 3 clusters Score -78055.84 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -78162.750000 Penalty: 3248.626709
	Iteration 2F: 3 clusters Score -78162.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -78210.125000 Penalty: 3248.626709
	Iteration 3Q: 3 clusters Score -78210.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -78262.445312 Penalty: 3248.626709
	Iteration 4Q: 3 clusters Score -78262.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78312.953125 Penalty: 3248.626709
	Iteration 5Q: 3 clusters Score -78312.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -78360.953125 Penalty: 3248.626709
	Iteration 6Q: 3 clusters Score -78360.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -78388.210938 Penalty: 3248.626709
	Iteration 7Q: 3 clusters Score -78388.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -78409.000000 Penalty: 3248.626709
	Iteration 8Q: 3 clusters Score -78409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -78432.226562 Penalty: 3248.626709
	Iteration 9Q: 3 clusters Score -78432.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -78441.289062 Penalty: 3248.626709
	Iteration 10Q: 3 clusters Score -78441.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -78446.804688 Penalty: 3248.626709
	Iteration 11Q: 3 clusters Score -78446.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -78460.203125 Penalty: 3248.626709
	Iteration 12Q: 3 clusters Score -78460.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -78468.289062 Penalty: 3248.626709
	Iteration 13Q: 3 clusters Score -78468.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -78470.523438 Penalty: 3248.626709
	Iteration 14Q: 3 clusters Score -78470.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -78471.445312 Penalty: 3248.626709
	Iteration 15Q: 3 clusters Score -78471.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -78473.109375 Penalty: 3248.626709
	Iteration 16Q: 3 clusters Score -78473.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -78474.250000 Penalty: 3248.626709
	Iteration 17Q: 3 clusters Score -78474.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -78475.101562 Penalty: 3248.626709
	Iteration 18Q: 3 clusters Score -78475.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -78475.101562 Penalty: 3248.626709
	Iteration 19F: 3 clusters Score -78475.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Entering Unmasked Estep 
Score: -3280141.500000 Penalty: 2528.443359
	Iteration 0F: 2 clusters Score -3280142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -3261624.500000 Penalty: 5056.886719
	Iteration 0F: 3 clusters Score -3261624 nChanged 12027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -3268527.750000 Penalty: 5056.886719
	Iteration 1F: 3 clusters Score -3268528 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -3269187.000000 Penalty: 5056.886719
	Iteration 2F: 3 clusters Score -3269187 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -3269951.500000 Penalty: 5056.886719
	Iteration 3F: 3 clusters Score -3269952 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3270863.000000 Penalty: 5056.886719
	Iteration 4F: 3 clusters Score -3270863 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3271945.250000 Penalty: 5056.886719
	Iteration 5F: 3 clusters Score -3271945 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -3273139.500000 Penalty: 5056.886719
	Iteration 6F: 3 clusters Score -3273140 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -3274246.250000 Penalty: 5056.886719
	Iteration 7F: 3 clusters Score -3274246 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -3275178.000000 Penalty: 5056.886719
	Iteration 8Q: 3 clusters Score -3275178 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -3275891.500000 Penalty: 5056.886719
	Iteration 9Q: 3 clusters Score -3275892 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -3276447.250000 Penalty: 5056.886719
	Iteration 10Q: 3 clusters Score -3276447 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -3276881.500000 Penalty: 5056.886719
	Iteration 11Q: 3 clusters Score -3276882 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3277146.000000 Penalty: 5056.886719
	Iteration 12Q: 3 clusters Score -3277146 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -3277339.000000 Penalty: 5056.886719
	Iteration 13Q: 3 clusters Score -3277339 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3277470.250000 Penalty: 5056.886719
	Iteration 14Q: 3 clusters Score -3277470 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3277569.500000 Penalty: 5056.886719
	Iteration 15Q: 3 clusters Score -3277570 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3277635.500000 Penalty: 5056.886719
	Iteration 16Q: 3 clusters Score -3277636 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3277682.250000 Penalty: 5056.886719
	Iteration 17Q: 3 clusters Score -3277682 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3277739.250000 Penalty: 5056.886719
	Iteration 18Q: 3 clusters Score -3277739 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3277776.750000 Penalty: 5056.886719
	Iteration 19Q: 3 clusters Score -3277777 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3277794.500000 Penalty: 5056.886719
	Iteration 20F: 3 clusters Score -3277794 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3277819.000000 Penalty: 5056.886719
	Iteration 21Q: 3 clusters Score -3277819 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3277838.250000 Penalty: 5056.886719
	Iteration 22Q: 3 clusters Score -3277838 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3277859.000000 Penalty: 5056.886719
	Iteration 23Q: 3 clusters Score -3277859 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3277874.250000 Penalty: 5056.886719
	Iteration 24Q: 3 clusters Score -3277874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3277885.750000 Penalty: 5056.886719
	Iteration 25Q: 3 clusters Score -3277886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3277890.500000 Penalty: 5056.886719
	Iteration 26Q: 3 clusters Score -3277890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3277893.000000 Penalty: 5056.886719
	Iteration 27Q: 3 clusters Score -3277893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3277898.000000 Penalty: 5056.886719
	Iteration 28Q: 3 clusters Score -3277898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3277900.000000 Penalty: 5056.886719
	Iteration 29Q: 3 clusters Score -3277900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3277901.750000 Penalty: 5056.886719
	Iteration 30Q: 3 clusters Score -3277902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3277909.500000 Penalty: 5056.886719
	Iteration 31Q: 3 clusters Score -3277910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3277919.750000 Penalty: 5056.886719
	Iteration 32Q: 3 clusters Score -3277920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3277922.250000 Penalty: 5056.886719
	Iteration 33Q: 3 clusters Score -3277922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3277929.750000 Penalty: 5056.886719
	Iteration 34Q: 3 clusters Score -3277930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3277931.000000 Penalty: 5056.886719
	Iteration 35Q: 3 clusters Score -3277931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3277946.250000 Penalty: 5056.886719
	Iteration 36Q: 3 clusters Score -3277946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3277937.250000 Penalty: 5056.886719
	Iteration 37Q: 3 clusters Score -3277937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3277952.750000 Penalty: 5056.886719
	Iteration 38Q: 3 clusters Score -3277953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3277955.000000 Penalty: 5056.886719
	Iteration 39Q: 3 clusters Score -3277955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3277961.750000 Penalty: 5056.886719
	Iteration 40F: 3 clusters Score -3277962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3277962.500000 Penalty: 5056.886719
	Iteration 41Q: 3 clusters Score -3277962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3277967.750000 Penalty: 5056.886719
	Iteration 42Q: 3 clusters Score -3277968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3277966.000000 Penalty: 5056.886719
	Iteration 43Q: 3 clusters Score -3277966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3277965.500000 Penalty: 5056.886719
	Iteration 44Q: 3 clusters Score -3277966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3277966.250000 Penalty: 5056.886719
	Iteration 45Q: 3 clusters Score -3277966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3277967.000000 Penalty: 5056.886719
	Iteration 46Q: 3 clusters Score -3277967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3277973.000000 Penalty: 5056.886719
	Iteration 47Q: 3 clusters Score -3277973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3277984.000000 Penalty: 5056.886719
	Iteration 48Q: 3 clusters Score -3277984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3277985.250000 Penalty: 5056.886719
	Iteration 49Q: 3 clusters Score -3277985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3277985.000000 Penalty: 5056.886719
	Iteration 50Q: 3 clusters Score -3277985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3277989.000000 Penalty: 5056.886719
	Iteration 51Q: 3 clusters Score -3277989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3277992.250000 Penalty: 5056.886719
	Iteration 52Q: 3 clusters Score -3277992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3277996.500000 Penalty: 5056.886719
	Iteration 53Q: 3 clusters Score -3277996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3277994.250000 Penalty: 5056.886719
	Iteration 54Q: 3 clusters Score -3277994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3277994.250000 Penalty: 5056.886719
	Iteration 55Q: 3 clusters Score -3277994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3277998.000000 Penalty: 5056.886719
	Iteration 56Q: 3 clusters Score -3277998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3277997.500000 Penalty: 5056.886719
	Iteration 57Q: 3 clusters Score -3277998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3278003.750000 Penalty: 5056.886719
	Iteration 58Q: 3 clusters Score -3278004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3278002.750000 Penalty: 5056.886719
	Iteration 59Q: 3 clusters Score -3278003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3278003.500000 Penalty: 5056.886719
	Iteration 60F: 3 clusters Score -3278004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -86717.867188 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -86717.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -85059.187500 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -85059.19 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85357.078125 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -85357.08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -85501.187500 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -85501.19 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -85619.976562 Penalty: 3290.778320
	Iteration 3F: 3 clusters Score -85619.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -85739.882812 Penalty: 3290.778320
	Iteration 4F: 3 clusters Score -85739.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -85800.921875 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -85800.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -85851.101562 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -85851.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -85903.414062 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -85903.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -85916.203125 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -85916.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -85934.695312 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -85934.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -85964.289062 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -85964.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -85980.710938 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -85980.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -85995.382812 Penalty: 3290.778320
	Iteration 12Q: 3 clusters Score -85995.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -85999.023438 Penalty: 3290.778320
	Iteration 13Q: 3 clusters Score -85999.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -85999.929688 Penalty: 3290.778320
	Iteration 14Q: 3 clusters Score -85999.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -86003.242188 Penalty: 3290.778320
	Iteration 15Q: 3 clusters Score -86003.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -86004.859375 Penalty: 3290.778320
	Iteration 16Q: 3 clusters Score -86004.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -86005.843750 Penalty: 3290.778320
	Iteration 17Q: 3 clusters Score -86005.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -86005.843750 Penalty: 3290.778320
	Iteration 18F: 3 clusters Score -86005.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Entering Unmasked Estep 
Score: -1518818.375000 Penalty: 2353.336182
	Iteration 0F: 2 clusters Score -1518818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1509186.250000 Penalty: 4706.672363
	Iteration 0F: 3 clusters Score -1509186 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1512105.625000 Penalty: 4706.672363
	Iteration 1F: 3 clusters Score -1512106 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1512517.375000 Penalty: 4706.672363
	Iteration 2F: 3 clusters Score -1512517 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1512891.000000 Penalty: 4706.672363
	Iteration 3F: 3 clusters Score -1512891 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1513258.125000 Penalty: 4706.672363
	Iteration 4Q: 3 clusters Score -1513258 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1513627.375000 Penalty: 4706.672363
	Iteration 5Q: 3 clusters Score -1513627 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1514021.625000 Penalty: 4706.672363
	Iteration 6Q: 3 clusters Score -1514022 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1514381.125000 Penalty: 4706.672363
	Iteration 7Q: 3 clusters Score -1514381 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1514686.625000 Penalty: 4706.672363
	Iteration 8Q: 3 clusters Score -1514687 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1514949.000000 Penalty: 4706.672363
	Iteration 9Q: 3 clusters Score -1514949 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1515189.375000 Penalty: 4706.672363
	Iteration 10Q: 3 clusters Score -1515189 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1515416.125000 Penalty: 4706.672363
	Iteration 11Q: 3 clusters Score -1515416 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1515643.625000 Penalty: 4706.672363
	Iteration 12Q: 3 clusters Score -1515644 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1515874.375000 Penalty: 4706.672363
	Iteration 13Q: 3 clusters Score -1515874 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1516106.625000 Penalty: 4706.672363
	Iteration 14Q: 3 clusters Score -1516107 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1516318.625000 Penalty: 4706.672363
	Iteration 15Q: 3 clusters Score -1516319 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1516524.000000 Penalty: 4706.672363
	Iteration 16Q: 3 clusters Score -1516524 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1516717.625000 Penalty: 4706.672363
	Iteration 17Q: 3 clusters Score -1516718 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1516863.250000 Penalty: 4706.672363
	Iteration 18Q: 3 clusters Score -1516863 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1516999.500000 Penalty: 4706.672363
	Iteration 19Q: 3 clusters Score -1517000 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1517113.500000 Penalty: 4706.672363
	Iteration 20F: 3 clusters Score -1517114 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1517203.375000 Penalty: 4706.672363
	Iteration 21Q: 3 clusters Score -1517203 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1517250.125000 Penalty: 4706.672363
	Iteration 22Q: 3 clusters Score -1517250 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1517285.875000 Penalty: 4706.672363
	Iteration 23Q: 3 clusters Score -1517286 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1517309.250000 Penalty: 4706.672363
	Iteration 24Q: 3 clusters Score -1517309 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1517319.875000 Penalty: 4706.672363
	Iteration 25Q: 3 clusters Score -1517320 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1517339.500000 Penalty: 4706.672363
	Iteration 26Q: 3 clusters Score -1517340 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1517350.000000 Penalty: 4706.672363
	Iteration 27Q: 3 clusters Score -1517350 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1517364.125000 Penalty: 4706.672363
	Iteration 28Q: 3 clusters Score -1517364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1517370.000000 Penalty: 4706.672363
	Iteration 29Q: 3 clusters Score -1517370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1517373.000000 Penalty: 4706.672363
	Iteration 30Q: 3 clusters Score -1517373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1517378.750000 Penalty: 4706.672363
	Iteration 31Q: 3 clusters Score -1517379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1517381.125000 Penalty: 4706.672363
	Iteration 32Q: 3 clusters Score -1517381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1517388.000000 Penalty: 4706.672363
	Iteration 33Q: 3 clusters Score -1517388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1517391.375000 Penalty: 4706.672363
	Iteration 34Q: 3 clusters Score -1517391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1517392.000000 Penalty: 4706.672363
	Iteration 35Q: 3 clusters Score -1517392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1517397.625000 Penalty: 4706.672363
	Iteration 36Q: 3 clusters Score -1517398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1517398.000000 Penalty: 4706.672363
	Iteration 37Q: 3 clusters Score -1517398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1517401.750000 Penalty: 4706.672363
	Iteration 38Q: 3 clusters Score -1517402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1517402.500000 Penalty: 4706.672363
	Iteration 39Q: 3 clusters Score -1517402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1517400.250000 Penalty: 4706.672363
	Iteration 40F: 3 clusters Score -1517400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1517402.375000 Penalty: 4706.672363
	Iteration 41Q: 3 clusters Score -1517402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1517407.500000 Penalty: 4706.672363
	Iteration 42Q: 3 clusters Score -1517408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1517407.375000 Penalty: 4706.672363
	Iteration 43Q: 3 clusters Score -1517407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1517405.000000 Penalty: 4706.672363
	Iteration 44Q: 3 clusters Score -1517405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1517408.375000 Penalty: 4706.672363
	Iteration 45Q: 3 clusters Score -1517408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1517408.750000 Penalty: 4706.672363
	Iteration 46Q: 3 clusters Score -1517409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1517410.000000 Penalty: 4706.672363
	Iteration 47Q: 3 clusters Score -1517410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1517410.250000 Penalty: 4706.672363
	Iteration 48Q: 3 clusters Score -1517410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1517410.500000 Penalty: 4706.672363
	Iteration 49Q: 3 clusters Score -1517410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1517416.625000 Penalty: 4706.672363
	Iteration 50Q: 3 clusters Score -1517417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1517414.875000 Penalty: 4706.672363
	Iteration 51Q: 3 clusters Score -1517415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1517418.250000 Penalty: 4706.672363
	Iteration 52Q: 3 clusters Score -1517418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1517419.500000 Penalty: 4706.672363
	Iteration 53Q: 3 clusters Score -1517420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1517420.250000 Penalty: 4706.672363
	Iteration 54Q: 3 clusters Score -1517420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1517419.500000 Penalty: 4706.672363
	Iteration 55Q: 3 clusters Score -1517420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1517422.750000 Penalty: 4706.672363
	Iteration 56Q: 3 clusters Score -1517423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1517422.000000 Penalty: 4706.672363
	Iteration 57Q: 3 clusters Score -1517422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1517425.750000 Penalty: 4706.672363
	Iteration 58Q: 3 clusters Score -1517426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1517423.125000 Penalty: 4706.672363
	Iteration 59Q: 3 clusters Score -1517423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1517423.375000 Penalty: 4706.672363
	Iteration 60F: 3 clusters Score -1517423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1517425.375000 Penalty: 4706.672363
	Iteration 61Q: 3 clusters Score -1517425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1517426.000000 Penalty: 4706.672363
	Iteration 62Q: 3 clusters Score -1517426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1517426.000000 Penalty: 4706.672363
	Iteration 63F: 3 clusters Score -1517426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -25349.691406 Penalty: 1375.203979
	Iteration 0F: 2 clusters Score -25349.69 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 132 members 
Entering Unmasked Estep 
Score: -24161.683594 Penalty: 2750.407959
	Iteration 0F: 3 clusters Score -24161.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24270.275391 Penalty: 2750.407959
	Iteration 1F: 3 clusters Score -24270.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24298.658203 Penalty: 2750.407959
	Iteration 2Q: 3 clusters Score -24298.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24325.488281 Penalty: 2750.407959
	Iteration 3Q: 3 clusters Score -24325.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -24350.470703 Penalty: 2750.407959
	Iteration 4Q: 3 clusters Score -24350.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24362.009766 Penalty: 2750.407959
	Iteration 5Q: 3 clusters Score -24362.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24368.849609 Penalty: 2750.407959
	Iteration 6Q: 3 clusters Score -24368.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24373.455078 Penalty: 2750.407959
	Iteration 7Q: 3 clusters Score -24373.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24373.455078 Penalty: 2750.407959
	Iteration 8F: 3 clusters Score -24373.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Entering Unmasked Estep 
Score: -101711.531250 Penalty: 1690.822021
	Iteration 0F: 2 clusters Score -101711.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -99875.703125 Penalty: 3381.644043
	Iteration 0F: 3 clusters Score -99875.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -100182.632812 Penalty: 3381.644043
	Iteration 1F: 3 clusters Score -100182.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -100326.039062 Penalty: 3381.644043
	Iteration 2F: 3 clusters Score -100326 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -100419.546875 Penalty: 3381.644043
	Iteration 3F: 3 clusters Score -100419.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -100489.601562 Penalty: 3381.644043
	Iteration 4Q: 3 clusters Score -100489.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -100550.960938 Penalty: 3381.644043
	Iteration 5Q: 3 clusters Score -100551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -100590.453125 Penalty: 3381.644043
	Iteration 6Q: 3 clusters Score -100590.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -100631.515625 Penalty: 3381.644043
	Iteration 7Q: 3 clusters Score -100631.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -100712.304688 Penalty: 3381.644043
	Iteration 8Q: 3 clusters Score -100712.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -100763.601562 Penalty: 3381.644043
	Iteration 9Q: 3 clusters Score -100763.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -100804.031250 Penalty: 3381.644043
	Iteration 10Q: 3 clusters Score -100804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -100859.710938 Penalty: 3381.644043
	Iteration 11Q: 3 clusters Score -100859.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -100907.656250 Penalty: 3381.644043
	Iteration 12Q: 3 clusters Score -100907.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -100932.765625 Penalty: 3381.644043
	Iteration 13Q: 3 clusters Score -100932.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -100961.257812 Penalty: 3381.644043
	Iteration 14Q: 3 clusters Score -100961.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -100979.601562 Penalty: 3381.644043
	Iteration 15Q: 3 clusters Score -100979.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100997.851562 Penalty: 3381.644043
	Iteration 16Q: 3 clusters Score -100997.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -101020.304688 Penalty: 3381.644043
	Iteration 17Q: 3 clusters Score -101020.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -101028.703125 Penalty: 3381.644043
	Iteration 18Q: 3 clusters Score -101028.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -101032.859375 Penalty: 3381.644043
	Iteration 19Q: 3 clusters Score -101032.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -101033.914062 Penalty: 3381.644043
	Iteration 20F: 3 clusters Score -101033.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -101037.531250 Penalty: 3381.644043
	Iteration 21Q: 3 clusters Score -101037.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -101042.351562 Penalty: 3381.644043
	Iteration 22Q: 3 clusters Score -101042.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101045.851562 Penalty: 3381.644043
	Iteration 23Q: 3 clusters Score -101045.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -101050.367188 Penalty: 3381.644043
	Iteration 24Q: 3 clusters Score -101050.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -101054.906250 Penalty: 3381.644043
	Iteration 25Q: 3 clusters Score -101054.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -101061.781250 Penalty: 3381.644043
	Iteration 26Q: 3 clusters Score -101061.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -101063.468750 Penalty: 3381.644043
	Iteration 27Q: 3 clusters Score -101063.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -101063.468750 Penalty: 3381.644043
	Iteration 28F: 3 clusters Score -101063.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (238105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238105 members 
Entering Unmasked Estep 
Score: -29147500.000000 Penalty: 3070.355957
	Iteration 0F: 2 clusters Score -2.91475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119159 members 
Mstep: Class 2 contains 118946 members 
Entering Unmasked Estep 
Score: -29003084.000000 Penalty: 6140.711914
	Iteration 0F: 3 clusters Score -2.900308e+07 nChanged 115071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118698 members 
Mstep: Class 2 contains 119407 members 
Entering Unmasked Estep 
Score: -29070178.000000 Penalty: 6140.711914
	Iteration 1F: 3 clusters Score -2.907018e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118445 members 
Mstep: Class 2 contains 119660 members 
Entering Unmasked Estep 
Score: -29071640.000000 Penalty: 6140.711914
	Iteration 2Q: 3 clusters Score -2.907164e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117805 members 
Mstep: Class 2 contains 120300 members 
Entering Unmasked Estep 
Score: -29073544.000000 Penalty: 6140.711914
	Iteration 3Q: 3 clusters Score -2.907354e+07 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116558 members 
Mstep: Class 2 contains 121547 members 
Entering Unmasked Estep 
Score: -29076046.000000 Penalty: 6140.711914
	Iteration 4Q: 3 clusters Score -2.907605e+07 nChanged 9863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114439 members 
Mstep: Class 2 contains 123666 members 
Entering Unmasked Estep 
Score: -29079440.000000 Penalty: 6140.711914
	Iteration 5Q: 3 clusters Score -2.907944e+07 nChanged 11335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111530 members 
Mstep: Class 2 contains 126575 members 
Entering Unmasked Estep 
Score: -29083936.000000 Penalty: 6140.711914
	Iteration 6Q: 3 clusters Score -2.908394e+07 nChanged 12566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107782 members 
Mstep: Class 2 contains 130323 members 
Entering Unmasked Estep 
Score: -29089266.000000 Penalty: 6140.711914
	Iteration 7F: 3 clusters Score -2.908927e+07 nChanged 12834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103572 members 
Mstep: Class 2 contains 134533 members 
Entering Unmasked Estep 
Score: -29094424.000000 Penalty: 6140.711914
	Iteration 8F: 3 clusters Score -2.909442e+07 nChanged 12147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99123 members 
Mstep: Class 2 contains 138982 members 
Entering Unmasked Estep 
Score: -29099464.000000 Penalty: 6140.711914
	Iteration 9F: 3 clusters Score -2.909946e+07 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94583 members 
Mstep: Class 2 contains 143522 members 
Entering Unmasked Estep 
Score: -29103120.000000 Penalty: 6140.711914
	Iteration 10Q: 3 clusters Score -2.910312e+07 nChanged 9047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89492 members 
Mstep: Class 2 contains 148613 members 
Entering Unmasked Estep 
Score: -29105692.000000 Penalty: 6140.711914
	Iteration 11Q: 3 clusters Score -2.910569e+07 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83556 members 
Mstep: Class 2 contains 154549 members 
Entering Unmasked Estep 
Score: -29108080.000000 Penalty: 6140.711914
	Iteration 12Q: 3 clusters Score -2.910808e+07 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76431 members 
Mstep: Class 2 contains 161674 members 
Entering Unmasked Estep 
Score: -29110266.000000 Penalty: 6140.711914
	Iteration 13Q: 3 clusters Score -2.911027e+07 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68096 members 
Mstep: Class 2 contains 170009 members 
Entering Unmasked Estep 
Score: -29111966.000000 Penalty: 6140.711914
	Iteration 14Q: 3 clusters Score -2.911197e+07 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58709 members 
Mstep: Class 2 contains 179396 members 
Entering Unmasked Estep 
Score: -29114344.000000 Penalty: 6140.711914
	Iteration 15Q: 3 clusters Score -2.911434e+07 nChanged 10357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 189715 members 
Entering Unmasked Estep 
Score: -29117138.000000 Penalty: 6140.711914
	Iteration 16Q: 3 clusters Score -2.911714e+07 nChanged 10580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 200285 members 
Entering Unmasked Estep 
Score: -29120914.000000 Penalty: 6140.711914
	Iteration 17Q: 3 clusters Score -2.912091e+07 nChanged 10295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 210578 members 
Entering Unmasked Estep 
Score: -29126042.000000 Penalty: 6140.711914
	Iteration 18Q: 3 clusters Score -2.912604e+07 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 219816 members 
Entering Unmasked Estep 
Score: -29131752.000000 Penalty: 6140.711914
	Iteration 19Q: 3 clusters Score -2.913175e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 227127 members 
Entering Unmasked Estep 
Score: -29136996.000000 Penalty: 6140.711914
	Iteration 20F: 3 clusters Score -2.9137e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 232043 members 
Entering Unmasked Estep 
Score: -29140498.000000 Penalty: 6140.711914
	Iteration 21Q: 3 clusters Score -2.91405e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 234824 members 
Entering Unmasked Estep 
Score: -29142786.000000 Penalty: 6140.711914
	Iteration 22Q: 3 clusters Score -2.914279e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 236156 members 
Entering Unmasked Estep 
Score: -29143748.000000 Penalty: 6140.711914
	Iteration 23Q: 3 clusters Score -2.914375e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 236790 members 
Entering Unmasked Estep 
Score: -29144218.000000 Penalty: 6140.711914
	Iteration 24Q: 3 clusters Score -2.914422e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 237104 members 
Entering Unmasked Estep 
Score: -29144472.000000 Penalty: 6140.711914
	Iteration 25Q: 3 clusters Score -2.914447e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 237270 members 
Entering Unmasked Estep 
Score: -29144634.000000 Penalty: 6140.711914
	Iteration 26Q: 3 clusters Score -2.914463e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 237363 members 
Entering Unmasked Estep 
Score: -29144730.000000 Penalty: 6140.711914
	Iteration 27Q: 3 clusters Score -2.914473e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 237410 members 
Entering Unmasked Estep 
Score: -29144758.000000 Penalty: 6140.711914
	Iteration 28Q: 3 clusters Score -2.914476e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 237439 members 
Entering Unmasked Estep 
Score: -29144810.000000 Penalty: 6140.711914
	Iteration 29Q: 3 clusters Score -2.914481e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 237462 members 
Entering Unmasked Estep 
Score: -29144832.000000 Penalty: 6140.711914
	Iteration 30Q: 3 clusters Score -2.914483e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 237476 members 
Entering Unmasked Estep 
Score: -29144844.000000 Penalty: 6140.711914
	Iteration 31Q: 3 clusters Score -2.914484e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 237486 members 
Entering Unmasked Estep 
Score: -29144854.000000 Penalty: 6140.711914
	Iteration 32Q: 3 clusters Score -2.914485e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 237492 members 
Entering Unmasked Estep 
Score: -29144850.000000 Penalty: 6140.711914
	Iteration 33Q: 3 clusters Score -2.914485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 237492 members 
Entering Unmasked Estep 
Score: -29144866.000000 Penalty: 6140.711914
	Iteration 34Q: 3 clusters Score -2.914487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 237495 members 
Entering Unmasked Estep 
Score: -29144854.000000 Penalty: 6140.711914
	Iteration 35Q: 3 clusters Score -2.914485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 237502 members 
Entering Unmasked Estep 
Score: -29144882.000000 Penalty: 6140.711914
	Iteration 36Q: 3 clusters Score -2.914488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 237502 members 
Entering Unmasked Estep 
Score: -29144886.000000 Penalty: 6140.711914
	Iteration 37Q: 3 clusters Score -2.914489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 237501 members 
Entering Unmasked Estep 
Score: -29144888.000000 Penalty: 6140.711914
	Iteration 38Q: 3 clusters Score -2.914489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 237508 members 
Entering Unmasked Estep 
Score: -29144928.000000 Penalty: 6140.711914
	Iteration 39Q: 3 clusters Score -2.914493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 237511 members 
Entering Unmasked Estep 
Score: -29144926.000000 Penalty: 6140.711914
	Iteration 40F: 3 clusters Score -2.914493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 237516 members 
Entering Unmasked Estep 
Score: -29144950.000000 Penalty: 6140.711914
	Iteration 41Q: 3 clusters Score -2.914495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 237517 members 
Entering Unmasked Estep 
Score: -29144938.000000 Penalty: 6140.711914
	Iteration 42Q: 3 clusters Score -2.914494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 237518 members 
Entering Unmasked Estep 
Score: -29144944.000000 Penalty: 6140.711914
	Iteration 43Q: 3 clusters Score -2.914494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 237518 members 
Entering Unmasked Estep 
Score: -29144942.000000 Penalty: 6140.711914
	Iteration 44Q: 3 clusters Score -2.914494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 237517 members 
Entering Unmasked Estep 
Score: -29144940.000000 Penalty: 6140.711914
	Iteration 45Q: 3 clusters Score -2.914494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 237517 members 
Entering Unmasked Estep 
Score: -29144940.000000 Penalty: 6140.711914
	Iteration 46F: 3 clusters Score -2.914494e+07 nChanged 0
--- Evaluating fit on full set of 3997961 points ---
Entering Unmasked Estep 
Score: -485369152.000000 Penalty: 105557.789062
22->29 Clusters: Score -485369152.000000, best is -485460832.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1332653 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60503 members 
Mstep: Class 2 contains 60739 members 
Mstep: Class 3 contains 60987 members 
Mstep: Class 4 contains 60323 members 
Mstep: Class 5 contains 60524 members 
Mstep: Class 6 contains 60574 members 
Mstep: Class 7 contains 60854 members 
Mstep: Class 8 contains 60729 members 
Mstep: Class 9 contains 60340 members 
Mstep: Class 10 contains 60674 members 
Mstep: Class 11 contains 60420 members 
Mstep: Class 12 contains 60622 members 
Mstep: Class 13 contains 60840 members 
Mstep: Class 14 contains 60071 members 
Mstep: Class 15 contains 60432 members 
Mstep: Class 16 contains 60705 members 
Mstep: Class 17 contains 60684 members 
Mstep: Class 18 contains 60515 members 
Mstep: Class 19 contains 60808 members 
Mstep: Class 20 contains 60542 members 
Mstep: Class 21 contains 60545 members 
Mstep: Class 22 contains 60222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 294.465149 but Gain 3497.468750
Score: -151401920.000000 Penalty: 73446.765625
Iteration 0F: 22 clusters Score -1.514019e+08 nChanged 1266712
Entering Unmasked Mstep 
Mstep: Class 0 contains 2282 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 11212 members 
Mstep: Class 3 contains 16744 members 
Mstep: Class 4 contains 69575 members 
Mstep: Class 5 contains 75001 members 
Mstep: Class 6 contains 13472 members 
Mstep: Class 7 contains 82031 members 
Mstep: Class 8 contains 141918 members 
Mstep: Class 9 contains 81843 members 
Mstep: Class 10 contains 40899 members 
Mstep: Class 11 contains 18204 members 
Mstep: Class 12 contains 23154 members 
Mstep: Class 13 contains 18895 members 
Mstep: Class 14 contains 196986 members 
Mstep: Class 15 contains 120945 members 
Mstep: Class 16 contains 19794 members 
Mstep: Class 17 contains 127978 members 
Mstep: Class 19 contains 37287 members 
Mstep: Class 20 contains 28626 members 
Mstep: Class 21 contains 165297 members 
Mstep: Class 22 contains 33181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155121216.000000 Penalty: 73446.765625
Iteration 1F: 22 clusters Score -1.551212e+08 nChanged 459737
Entering Unmasked Mstep 
Mstep: Class 0 contains 1985 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5687 members 
Mstep: Class 3 contains 11913 members 
Mstep: Class 4 contains 70967 members 
Mstep: Class 5 contains 80075 members 
Mstep: Class 6 contains 9394 members 
Mstep: Class 7 contains 104384 members 
Mstep: Class 8 contains 155632 members 
Mstep: Class 9 contains 78003 members 
Mstep: Class 10 contains 46634 members 
Mstep: Class 11 contains 11199 members 
Mstep: Class 12 contains 20574 members 
Mstep: Class 13 contains 11750 members 
Mstep: Class 14 contains 222469 members 
Mstep: Class 15 contains 109471 members 
Mstep: Class 16 contains 10846 members 
Mstep: Class 17 contains 107992 members 
Mstep: Class 19 contains 31389 members 
Mstep: Class 20 contains 22026 members 
Mstep: Class 21 contains 192920 members 
Mstep: Class 22 contains 22787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156076816.000000 Penalty: 73446.765625
Iteration 2F: 22 clusters Score -1.560768e+08 nChanged 371571
Entering Unmasked Mstep 
Mstep: Class 0 contains 1133 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 7871 members 
Mstep: Class 4 contains 72984 members 
Mstep: Class 5 contains 79329 members 
Mstep: Class 6 contains 7757 members 
Mstep: Class 7 contains 127488 members 
Mstep: Class 8 contains 168561 members 
Mstep: Class 9 contains 71940 members 
Mstep: Class 10 contains 57588 members 
Mstep: Class 11 contains 9913 members 
Mstep: Class 12 contains 24649 members 
Mstep: Class 13 contains 6805 members 
Mstep: Class 14 contains 256512 members 
Mstep: Class 15 contains 96634 members 
Mstep: Class 16 contains 8117 members 
Mstep: Class 17 contains 81445 members 
Mstep: Class 19 contains 24641 members 
Mstep: Class 20 contains 15927 members 
Mstep: Class 21 contains 191968 members 
Mstep: Class 22 contains 13606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156720384.000000 Penalty: 73446.765625
Iteration 3F: 22 clusters Score -1.567204e+08 nChanged 297991
Entering Unmasked Mstep 
Mstep: Class 0 contains 1074 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2228 members 
Mstep: Class 3 contains 5161 members 
Mstep: Class 4 contains 70003 members 
Mstep: Class 5 contains 85408 members 
Mstep: Class 6 contains 5503 members 
Mstep: Class 7 contains 161713 members 
Mstep: Class 8 contains 160553 members 
Mstep: Class 9 contains 66881 members 
Mstep: Class 10 contains 66971 members 
Mstep: Class 11 contains 9569 members 
Mstep: Class 12 contains 29430 members 
Mstep: Class 13 contains 4139 members 
Mstep: Class 14 contains 284978 members 
Mstep: Class 15 contains 88471 members 
Mstep: Class 16 contains 8209 members 
Mstep: Class 17 contains 62722 members 
Mstep: Class 19 contains 19703 members 
Mstep: Class 20 contains 11112 members 
Mstep: Class 21 contains 177302 members 
Mstep: Class 22 contains 7387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2953.449219 but Gain 3497.460938
Score: -157148640.000000 Penalty: 69949.304688
Iteration 4F: 21 clusters Score -1.571486e+08 nChanged 241203
Entering Unmasked Mstep 
Mstep: Class 0 contains 972 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2047 members 
Mstep: Class 3 contains 3958 members 
Mstep: Class 4 contains 60337 members 
Mstep: Class 5 contains 100559 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 198559 members 
Mstep: Class 8 contains 136861 members 
Mstep: Class 9 contains 64968 members 
Mstep: Class 10 contains 73477 members 
Mstep: Class 11 contains 8579 members 
Mstep: Class 12 contains 33877 members 
Mstep: Class 14 contains 300779 members 
Mstep: Class 15 contains 83255 members 
Mstep: Class 16 contains 8453 members 
Mstep: Class 17 contains 49248 members 
Mstep: Class 19 contains 17592 members 
Mstep: Class 20 contains 8919 members 
Mstep: Class 21 contains 167763 members 
Mstep: Class 22 contains 3920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2570.314209 but Gain 3497.468750
Score: -157476704.000000 Penalty: 66451.835938
Iteration 5F: 20 clusters Score -1.574767e+08 nChanged 194142
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2927 members 
Mstep: Class 3 contains 3551 members 
Mstep: Class 4 contains 48994 members 
Mstep: Class 5 contains 115589 members 
Mstep: Class 6 contains 3520 members 
Mstep: Class 7 contains 225360 members 
Mstep: Class 8 contains 110930 members 
Mstep: Class 9 contains 64284 members 
Mstep: Class 10 contains 80118 members 
Mstep: Class 11 contains 6867 members 
Mstep: Class 12 contains 38845 members 
Mstep: Class 14 contains 301196 members 
Mstep: Class 15 contains 80614 members 
Mstep: Class 16 contains 8153 members 
Mstep: Class 17 contains 39493 members 
Mstep: Class 19 contains 18081 members 
Mstep: Class 20 contains 10819 members 
Mstep: Class 21 contains 168374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157728704.000000 Penalty: 66451.835938
Iteration 6F: 20 clusters Score -1.577287e+08 nChanged 155023
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2902 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 39378 members 
Mstep: Class 5 contains 123987 members 
Mstep: Class 6 contains 3316 members 
Mstep: Class 7 contains 238942 members 
Mstep: Class 8 contains 87637 members 
Mstep: Class 9 contains 62521 members 
Mstep: Class 10 contains 87243 members 
Mstep: Class 11 contains 5333 members 
Mstep: Class 12 contains 43619 members 
Mstep: Class 14 contains 288031 members 
Mstep: Class 15 contains 79363 members 
Mstep: Class 16 contains 7683 members 
Mstep: Class 17 contains 32020 members 
Mstep: Class 19 contains 20011 members 
Mstep: Class 20 contains 17939 members 
Mstep: Class 21 contains 183937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157906688.000000 Penalty: 66451.835938
Iteration 7F: 20 clusters Score -1.579067e+08 nChanged 125661
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2905 members 
Mstep: Class 3 contains 3502 members 
Mstep: Class 4 contains 32800 members 
Mstep: Class 5 contains 127028 members 
Mstep: Class 6 contains 3240 members 
Mstep: Class 7 contains 245958 members 
Mstep: Class 8 contains 67958 members 
Mstep: Class 9 contains 60450 members 
Mstep: Class 10 contains 93329 members 
Mstep: Class 11 contains 4273 members 
Mstep: Class 12 contains 47895 members 
Mstep: Class 14 contains 272343 members 
Mstep: Class 15 contains 78725 members 
Mstep: Class 16 contains 7487 members 
Mstep: Class 17 contains 26208 members 
Mstep: Class 19 contains 22341 members 
Mstep: Class 20 contains 26109 members 
Mstep: Class 21 contains 203895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158033456.000000 Penalty: 66451.835938
Iteration 8F: 20 clusters Score -1.580335e+08 nChanged 96605
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2916 members 
Mstep: Class 3 contains 3809 members 
Mstep: Class 4 contains 28263 members 
Mstep: Class 5 contains 128497 members 
Mstep: Class 6 contains 3090 members 
Mstep: Class 7 contains 251639 members 
Mstep: Class 8 contains 52745 members 
Mstep: Class 9 contains 58632 members 
Mstep: Class 10 contains 98596 members 
Mstep: Class 11 contains 3637 members 
Mstep: Class 12 contains 52583 members 
Mstep: Class 14 contains 258304 members 
Mstep: Class 15 contains 78303 members 
Mstep: Class 16 contains 7435 members 
Mstep: Class 17 contains 21754 members 
Mstep: Class 19 contains 24532 members 
Mstep: Class 20 contains 32264 members 
Mstep: Class 21 contains 218377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158115904.000000 Penalty: 66451.835938
Iteration 9F: 20 clusters Score -1.581159e+08 nChanged 74378
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 2926 members 
Mstep: Class 3 contains 4412 members 
Mstep: Class 4 contains 25020 members 
Mstep: Class 5 contains 128995 members 
Mstep: Class 6 contains 2966 members 
Mstep: Class 7 contains 256521 members 
Mstep: Class 8 contains 41843 members 
Mstep: Class 9 contains 57110 members 
Mstep: Class 10 contains 104022 members 
Mstep: Class 11 contains 3401 members 
Mstep: Class 12 contains 58278 members 
Mstep: Class 14 contains 245002 members 
Mstep: Class 15 contains 77595 members 
Mstep: Class 16 contains 7597 members 
Mstep: Class 17 contains 18305 members 
Mstep: Class 19 contains 26176 members 
Mstep: Class 20 contains 35773 members 
Mstep: Class 21 contains 228328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158169728.000000 Penalty: 66451.835938
Iteration 10F: 20 clusters Score -1.581697e+08 nChanged 58359
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 2940 members 
Mstep: Class 3 contains 5554 members 
Mstep: Class 4 contains 22662 members 
Mstep: Class 5 contains 128851 members 
Mstep: Class 6 contains 2893 members 
Mstep: Class 7 contains 260637 members 
Mstep: Class 8 contains 33889 members 
Mstep: Class 9 contains 55762 members 
Mstep: Class 10 contains 109720 members 
Mstep: Class 11 contains 3411 members 
Mstep: Class 12 contains 64610 members 
Mstep: Class 14 contains 231816 members 
Mstep: Class 15 contains 76701 members 
Mstep: Class 16 contains 7793 members 
Mstep: Class 17 contains 15386 members 
Mstep: Class 19 contains 27334 members 
Mstep: Class 20 contains 37200 members 
Mstep: Class 21 contains 236115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158208272.000000 Penalty: 66451.835938
Iteration 11Q: 20 clusters Score -1.582083e+08 nChanged 46517
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 6996 members 
Mstep: Class 4 contains 20906 members 
Mstep: Class 5 contains 128153 members 
Mstep: Class 6 contains 2894 members 
Mstep: Class 7 contains 263785 members 
Mstep: Class 8 contains 27881 members 
Mstep: Class 9 contains 54352 members 
Mstep: Class 10 contains 115243 members 
Mstep: Class 11 contains 3653 members 
Mstep: Class 12 contains 70696 members 
Mstep: Class 14 contains 219892 members 
Mstep: Class 15 contains 75651 members 
Mstep: Class 16 contains 8026 members 
Mstep: Class 17 contains 13072 members 
Mstep: Class 19 contains 28158 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 242318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158233696.000000 Penalty: 66451.835938
Iteration 12Q: 20 clusters Score -1.582337e+08 nChanged 37863
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 2933 members 
Mstep: Class 3 contains 8464 members 
Mstep: Class 4 contains 19680 members 
Mstep: Class 5 contains 127033 members 
Mstep: Class 6 contains 2941 members 
Mstep: Class 7 contains 266112 members 
Mstep: Class 8 contains 23242 members 
Mstep: Class 9 contains 52794 members 
Mstep: Class 10 contains 120537 members 
Mstep: Class 11 contains 3982 members 
Mstep: Class 12 contains 75730 members 
Mstep: Class 14 contains 209718 members 
Mstep: Class 15 contains 74686 members 
Mstep: Class 16 contains 8227 members 
Mstep: Class 17 contains 11160 members 
Mstep: Class 19 contains 28850 members 
Mstep: Class 20 contains 37900 members 
Mstep: Class 21 contains 247520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158252512.000000 Penalty: 66451.835938
Iteration 13Q: 20 clusters Score -1.582525e+08 nChanged 30925
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 2928 members 
Mstep: Class 3 contains 9706 members 
Mstep: Class 4 contains 18771 members 
Mstep: Class 5 contains 125703 members 
Mstep: Class 6 contains 3046 members 
Mstep: Class 7 contains 267980 members 
Mstep: Class 8 contains 19524 members 
Mstep: Class 9 contains 51188 members 
Mstep: Class 10 contains 125425 members 
Mstep: Class 11 contains 4302 members 
Mstep: Class 12 contains 79529 members 
Mstep: Class 14 contains 201376 members 
Mstep: Class 15 contains 73766 members 
Mstep: Class 16 contains 8414 members 
Mstep: Class 17 contains 9608 members 
Mstep: Class 19 contains 29440 members 
Mstep: Class 20 contains 37916 members 
Mstep: Class 21 contains 252135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158264400.000000 Penalty: 66451.835938
Iteration 14Q: 20 clusters Score -1.582644e+08 nChanged 25508
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 2921 members 
Mstep: Class 3 contains 10724 members 
Mstep: Class 4 contains 18178 members 
Mstep: Class 5 contains 124319 members 
Mstep: Class 6 contains 3203 members 
Mstep: Class 7 contains 269339 members 
Mstep: Class 8 contains 16728 members 
Mstep: Class 9 contains 49749 members 
Mstep: Class 10 contains 129981 members 
Mstep: Class 11 contains 4588 members 
Mstep: Class 12 contains 82250 members 
Mstep: Class 14 contains 194290 members 
Mstep: Class 15 contains 72891 members 
Mstep: Class 16 contains 8541 members 
Mstep: Class 17 contains 8385 members 
Mstep: Class 19 contains 30027 members 
Mstep: Class 20 contains 37885 members 
Mstep: Class 21 contains 256131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158272688.000000 Penalty: 66451.835938
Iteration 15Q: 20 clusters Score -1.582727e+08 nChanged 21452
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 2916 members 
Mstep: Class 3 contains 11498 members 
Mstep: Class 4 contains 17838 members 
Mstep: Class 5 contains 123078 members 
Mstep: Class 6 contains 3397 members 
Mstep: Class 7 contains 270238 members 
Mstep: Class 8 contains 14643 members 
Mstep: Class 9 contains 48401 members 
Mstep: Class 10 contains 134271 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 12 contains 84207 members 
Mstep: Class 14 contains 188220 members 
Mstep: Class 15 contains 72092 members 
Mstep: Class 16 contains 8638 members 
Mstep: Class 17 contains 7427 members 
Mstep: Class 19 contains 30609 members 
Mstep: Class 20 contains 37829 members 
Mstep: Class 21 contains 259528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158280272.000000 Penalty: 66451.835938
Iteration 16Q: 20 clusters Score -1.582803e+08 nChanged 18242
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 2913 members 
Mstep: Class 3 contains 12052 members 
Mstep: Class 4 contains 17628 members 
Mstep: Class 5 contains 121997 members 
Mstep: Class 6 contains 3650 members 
Mstep: Class 7 contains 270784 members 
Mstep: Class 8 contains 13068 members 
Mstep: Class 9 contains 47213 members 
Mstep: Class 10 contains 138045 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 85506 members 
Mstep: Class 14 contains 183286 members 
Mstep: Class 15 contains 71358 members 
Mstep: Class 16 contains 8727 members 
Mstep: Class 17 contains 6708 members 
Mstep: Class 19 contains 31261 members 
Mstep: Class 20 contains 37789 members 
Mstep: Class 21 contains 262278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158286656.000000 Penalty: 66451.835938
Iteration 17Q: 20 clusters Score -1.582867e+08 nChanged 15886
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 12452 members 
Mstep: Class 4 contains 17466 members 
Mstep: Class 5 contains 121062 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 271143 members 
Mstep: Class 8 contains 11854 members 
Mstep: Class 9 contains 46243 members 
Mstep: Class 10 contains 141555 members 
Mstep: Class 11 contains 5086 members 
Mstep: Class 12 contains 86303 members 
Mstep: Class 14 contains 179074 members 
Mstep: Class 15 contains 70631 members 
Mstep: Class 16 contains 8783 members 
Mstep: Class 17 contains 6133 members 
Mstep: Class 19 contains 31891 members 
Mstep: Class 20 contains 37748 members 
Mstep: Class 21 contains 264556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158291440.000000 Penalty: 66451.835938
Iteration 18Q: 20 clusters Score -1.582914e+08 nChanged 14384
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 12715 members 
Mstep: Class 4 contains 17396 members 
Mstep: Class 5 contains 120238 members 
Mstep: Class 6 contains 4301 members 
Mstep: Class 7 contains 271320 members 
Mstep: Class 8 contains 10859 members 
Mstep: Class 9 contains 45437 members 
Mstep: Class 10 contains 144737 members 
Mstep: Class 11 contains 5206 members 
Mstep: Class 12 contains 86658 members 
Mstep: Class 14 contains 175479 members 
Mstep: Class 15 contains 70030 members 
Mstep: Class 16 contains 8799 members 
Mstep: Class 17 contains 5722 members 
Mstep: Class 19 contains 32606 members 
Mstep: Class 20 contains 37709 members 
Mstep: Class 21 contains 266493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158295920.000000 Penalty: 66451.835938
Iteration 19Q: 20 clusters Score -1.582959e+08 nChanged 13107
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 2913 members 
Mstep: Class 3 contains 12905 members 
Mstep: Class 4 contains 17394 members 
Mstep: Class 5 contains 119488 members 
Mstep: Class 6 contains 4817 members 
Mstep: Class 7 contains 271352 members 
Mstep: Class 8 contains 10030 members 
Mstep: Class 9 contains 44862 members 
Mstep: Class 10 contains 147503 members 
Mstep: Class 11 contains 5321 members 
Mstep: Class 12 contains 86596 members 
Mstep: Class 14 contains 172568 members 
Mstep: Class 15 contains 69476 members 
Mstep: Class 16 contains 8793 members 
Mstep: Class 17 contains 5409 members 
Mstep: Class 19 contains 33257 members 
Mstep: Class 20 contains 37685 members 
Mstep: Class 21 contains 268118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158302096.000000 Penalty: 66451.835938
Iteration 20F: 20 clusters Score -1.583021e+08 nChanged 13014
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 13052 members 
Mstep: Class 4 contains 17428 members 
Mstep: Class 5 contains 118882 members 
Mstep: Class 6 contains 5615 members 
Mstep: Class 7 contains 271362 members 
Mstep: Class 8 contains 9315 members 
Mstep: Class 9 contains 44336 members 
Mstep: Class 10 contains 149874 members 
Mstep: Class 11 contains 5990 members 
Mstep: Class 12 contains 86190 members 
Mstep: Class 14 contains 170083 members 
Mstep: Class 15 contains 68499 members 
Mstep: Class 16 contains 8773 members 
Mstep: Class 17 contains 5130 members 
Mstep: Class 19 contains 33969 members 
Mstep: Class 20 contains 37671 members 
Mstep: Class 21 contains 269354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158306960.000000 Penalty: 66451.835938
Iteration 21Q: 20 clusters Score -1.58307e+08 nChanged 12810
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 2927 members 
Mstep: Class 3 contains 13193 members 
Mstep: Class 4 contains 17486 members 
Mstep: Class 5 contains 118434 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 271372 members 
Mstep: Class 8 contains 8722 members 
Mstep: Class 9 contains 43927 members 
Mstep: Class 10 contains 151813 members 
Mstep: Class 11 contains 6570 members 
Mstep: Class 12 contains 85344 members 
Mstep: Class 14 contains 167923 members 
Mstep: Class 15 contains 67579 members 
Mstep: Class 16 contains 8761 members 
Mstep: Class 17 contains 4894 members 
Mstep: Class 19 contains 34773 members 
Mstep: Class 20 contains 37652 members 
Mstep: Class 21 contains 270383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158312176.000000 Penalty: 66451.835938
Iteration 22Q: 20 clusters Score -1.583122e+08 nChanged 12701
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 2920 members 
Mstep: Class 3 contains 13282 members 
Mstep: Class 4 contains 17537 members 
Mstep: Class 5 contains 118039 members 
Mstep: Class 6 contains 8156 members 
Mstep: Class 7 contains 271354 members 
Mstep: Class 8 contains 8250 members 
Mstep: Class 9 contains 43595 members 
Mstep: Class 10 contains 153480 members 
Mstep: Class 11 contains 7077 members 
Mstep: Class 12 contains 83859 members 
Mstep: Class 14 contains 166146 members 
Mstep: Class 15 contains 66786 members 
Mstep: Class 16 contains 8745 members 
Mstep: Class 17 contains 4699 members 
Mstep: Class 19 contains 35575 members 
Mstep: Class 20 contains 37661 members 
Mstep: Class 21 contains 271250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158318752.000000 Penalty: 66451.835938
Iteration 23Q: 20 clusters Score -1.583188e+08 nChanged 13324
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 2919 members 
Mstep: Class 3 contains 13335 members 
Mstep: Class 4 contains 17600 members 
Mstep: Class 5 contains 117727 members 
Mstep: Class 6 contains 10614 members 
Mstep: Class 7 contains 271225 members 
Mstep: Class 8 contains 7873 members 
Mstep: Class 9 contains 43355 members 
Mstep: Class 10 contains 155014 members 
Mstep: Class 11 contains 7473 members 
Mstep: Class 12 contains 81426 members 
Mstep: Class 14 contains 164599 members 
Mstep: Class 15 contains 66012 members 
Mstep: Class 16 contains 8727 members 
Mstep: Class 17 contains 4516 members 
Mstep: Class 19 contains 36383 members 
Mstep: Class 20 contains 37676 members 
Mstep: Class 21 contains 271943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158329344.000000 Penalty: 66451.835938
Iteration 24Q: 20 clusters Score -1.583293e+08 nChanged 14188
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 2919 members 
Mstep: Class 3 contains 13407 members 
Mstep: Class 4 contains 17696 members 
Mstep: Class 5 contains 117494 members 
Mstep: Class 6 contains 13852 members 
Mstep: Class 7 contains 271128 members 
Mstep: Class 8 contains 7591 members 
Mstep: Class 9 contains 43020 members 
Mstep: Class 10 contains 156304 members 
Mstep: Class 11 contains 7755 members 
Mstep: Class 12 contains 78207 members 
Mstep: Class 14 contains 163399 members 
Mstep: Class 15 contains 65254 members 
Mstep: Class 16 contains 8702 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 19 contains 37103 members 
Mstep: Class 20 contains 37689 members 
Mstep: Class 21 contains 272549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158342512.000000 Penalty: 66451.835938
Iteration 25Q: 20 clusters Score -1.583425e+08 nChanged 14204
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 2918 members 
Mstep: Class 3 contains 13480 members 
Mstep: Class 4 contains 17821 members 
Mstep: Class 5 contains 117279 members 
Mstep: Class 6 contains 16405 members 
Mstep: Class 7 contains 271085 members 
Mstep: Class 8 contains 7411 members 
Mstep: Class 9 contains 42544 members 
Mstep: Class 10 contains 157413 members 
Mstep: Class 11 contains 7959 members 
Mstep: Class 12 contains 75532 members 
Mstep: Class 14 contains 162753 members 
Mstep: Class 15 contains 64429 members 
Mstep: Class 16 contains 8676 members 
Mstep: Class 17 contains 4245 members 
Mstep: Class 19 contains 37680 members 
Mstep: Class 20 contains 37707 members 
Mstep: Class 21 contains 273098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158354592.000000 Penalty: 66451.835938
Iteration 26Q: 20 clusters Score -1.583546e+08 nChanged 12677
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 2917 members 
Mstep: Class 3 contains 13539 members 
Mstep: Class 4 contains 17940 members 
Mstep: Class 5 contains 117092 members 
Mstep: Class 6 contains 17897 members 
Mstep: Class 7 contains 271091 members 
Mstep: Class 8 contains 7364 members 
Mstep: Class 9 contains 42095 members 
Mstep: Class 10 contains 158663 members 
Mstep: Class 11 contains 8092 members 
Mstep: Class 12 contains 73393 members 
Mstep: Class 14 contains 162499 members 
Mstep: Class 15 contains 63628 members 
Mstep: Class 16 contains 8635 members 
Mstep: Class 17 contains 4168 members 
Mstep: Class 19 contains 38080 members 
Mstep: Class 20 contains 37722 members 
Mstep: Class 21 contains 273661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158360096.000000 Penalty: 66451.835938
Iteration 27Q: 20 clusters Score -1.583601e+08 nChanged 10807
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 2915 members 
Mstep: Class 3 contains 13560 members 
Mstep: Class 4 contains 18063 members 
Mstep: Class 5 contains 116906 members 
Mstep: Class 6 contains 18765 members 
Mstep: Class 7 contains 271066 members 
Mstep: Class 8 contains 7341 members 
Mstep: Class 9 contains 41714 members 
Mstep: Class 10 contains 159931 members 
Mstep: Class 11 contains 8212 members 
Mstep: Class 12 contains 71680 members 
Mstep: Class 14 contains 162432 members 
Mstep: Class 15 contains 62894 members 
Mstep: Class 16 contains 8582 members 
Mstep: Class 17 contains 4080 members 
Mstep: Class 19 contains 38460 members 
Mstep: Class 20 contains 37734 members 
Mstep: Class 21 contains 274200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158362672.000000 Penalty: 66451.835938
Iteration 28Q: 20 clusters Score -1.583627e+08 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 2913 members 
Mstep: Class 3 contains 13558 members 
Mstep: Class 4 contains 18181 members 
Mstep: Class 5 contains 116772 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 271047 members 
Mstep: Class 8 contains 7349 members 
Mstep: Class 9 contains 41341 members 
Mstep: Class 10 contains 161063 members 
Mstep: Class 11 contains 8299 members 
Mstep: Class 12 contains 70345 members 
Mstep: Class 14 contains 162451 members 
Mstep: Class 15 contains 62330 members 
Mstep: Class 16 contains 8516 members 
Mstep: Class 17 contains 3985 members 
Mstep: Class 19 contains 38839 members 
Mstep: Class 20 contains 37753 members 
Mstep: Class 21 contains 274585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158364864.000000 Penalty: 66451.835938
Iteration 29Q: 20 clusters Score -1.583649e+08 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 2911 members 
Mstep: Class 3 contains 13577 members 
Mstep: Class 4 contains 18286 members 
Mstep: Class 5 contains 116691 members 
Mstep: Class 6 contains 19606 members 
Mstep: Class 7 contains 270994 members 
Mstep: Class 8 contains 7390 members 
Mstep: Class 9 contains 41092 members 
Mstep: Class 10 contains 162102 members 
Mstep: Class 11 contains 8359 members 
Mstep: Class 12 contains 69318 members 
Mstep: Class 14 contains 162332 members 
Mstep: Class 15 contains 61916 members 
Mstep: Class 16 contains 8436 members 
Mstep: Class 17 contains 3906 members 
Mstep: Class 19 contains 39226 members 
Mstep: Class 20 contains 37768 members 
Mstep: Class 21 contains 274832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158365552.000000 Penalty: 66451.835938
Iteration 30Q: 20 clusters Score -1.583656e+08 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 2911 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 18381 members 
Mstep: Class 5 contains 116616 members 
Mstep: Class 6 contains 19833 members 
Mstep: Class 7 contains 270941 members 
Mstep: Class 8 contains 7465 members 
Mstep: Class 9 contains 40898 members 
Mstep: Class 10 contains 163039 members 
Mstep: Class 11 contains 8407 members 
Mstep: Class 12 contains 68514 members 
Mstep: Class 14 contains 162164 members 
Mstep: Class 15 contains 61546 members 
Mstep: Class 16 contains 8359 members 
Mstep: Class 17 contains 3826 members 
Mstep: Class 19 contains 39607 members 
Mstep: Class 20 contains 37789 members 
Mstep: Class 21 contains 274978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158365936.000000 Penalty: 66451.835938
Iteration 31Q: 20 clusters Score -1.583659e+08 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 2909 members 
Mstep: Class 3 contains 13583 members 
Mstep: Class 4 contains 18509 members 
Mstep: Class 5 contains 116555 members 
Mstep: Class 6 contains 19978 members 
Mstep: Class 7 contains 270891 members 
Mstep: Class 8 contains 7562 members 
Mstep: Class 9 contains 40695 members 
Mstep: Class 10 contains 163804 members 
Mstep: Class 11 contains 8450 members 
Mstep: Class 12 contains 67887 members 
Mstep: Class 14 contains 162016 members 
Mstep: Class 15 contains 61306 members 
Mstep: Class 16 contains 8277 members 
Mstep: Class 17 contains 3760 members 
Mstep: Class 19 contains 39935 members 
Mstep: Class 20 contains 37810 members 
Mstep: Class 21 contains 275064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158366752.000000 Penalty: 66451.835938
Iteration 32Q: 20 clusters Score -1.583668e+08 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 2909 members 
Mstep: Class 3 contains 13587 members 
Mstep: Class 4 contains 18618 members 
Mstep: Class 5 contains 116510 members 
Mstep: Class 6 contains 20077 members 
Mstep: Class 7 contains 270876 members 
Mstep: Class 8 contains 7638 members 
Mstep: Class 9 contains 40526 members 
Mstep: Class 10 contains 164408 members 
Mstep: Class 11 contains 8492 members 
Mstep: Class 12 contains 67410 members 
Mstep: Class 14 contains 161863 members 
Mstep: Class 15 contains 61107 members 
Mstep: Class 16 contains 8217 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 19 contains 40219 members 
Mstep: Class 20 contains 37828 members 
Mstep: Class 21 contains 275108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368288.000000 Penalty: 66451.835938
Iteration 33Q: 20 clusters Score -1.583683e+08 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 2909 members 
Mstep: Class 3 contains 13578 members 
Mstep: Class 4 contains 18750 members 
Mstep: Class 5 contains 116464 members 
Mstep: Class 6 contains 20135 members 
Mstep: Class 7 contains 270853 members 
Mstep: Class 8 contains 7719 members 
Mstep: Class 9 contains 40406 members 
Mstep: Class 10 contains 164925 members 
Mstep: Class 11 contains 8510 members 
Mstep: Class 12 contains 67053 members 
Mstep: Class 14 contains 161690 members 
Mstep: Class 15 contains 60964 members 
Mstep: Class 16 contains 8159 members 
Mstep: Class 17 contains 3614 members 
Mstep: Class 19 contains 40456 members 
Mstep: Class 20 contains 37842 members 
Mstep: Class 21 contains 275176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158368880.000000 Penalty: 66451.835938
Iteration 34Q: 20 clusters Score -1.583689e+08 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 2910 members 
Mstep: Class 3 contains 13563 members 
Mstep: Class 4 contains 18901 members 
Mstep: Class 5 contains 116407 members 
Mstep: Class 6 contains 20199 members 
Mstep: Class 7 contains 270863 members 
Mstep: Class 8 contains 7812 members 
Mstep: Class 9 contains 40317 members 
Mstep: Class 10 contains 165363 members 
Mstep: Class 11 contains 8521 members 
Mstep: Class 12 contains 66788 members 
Mstep: Class 14 contains 161466 members 
Mstep: Class 15 contains 60849 members 
Mstep: Class 16 contains 8102 members 
Mstep: Class 17 contains 3535 members 
Mstep: Class 19 contains 40645 members 
Mstep: Class 20 contains 37863 members 
Mstep: Class 21 contains 275212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369280.000000 Penalty: 66451.835938
Iteration 35Q: 20 clusters Score -1.583693e+08 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 2909 members 
Mstep: Class 3 contains 13536 members 
Mstep: Class 4 contains 19022 members 
Mstep: Class 5 contains 116371 members 
Mstep: Class 6 contains 20248 members 
Mstep: Class 7 contains 270860 members 
Mstep: Class 8 contains 7896 members 
Mstep: Class 9 contains 40273 members 
Mstep: Class 10 contains 165709 members 
Mstep: Class 11 contains 8530 members 
Mstep: Class 12 contains 66617 members 
Mstep: Class 14 contains 161303 members 
Mstep: Class 15 contains 60720 members 
Mstep: Class 16 contains 8063 members 
Mstep: Class 17 contains 3466 members 
Mstep: Class 19 contains 40799 members 
Mstep: Class 20 contains 37880 members 
Mstep: Class 21 contains 275225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158369648.000000 Penalty: 66451.835938
Iteration 36Q: 20 clusters Score -1.583696e+08 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 2908 members 
Mstep: Class 3 contains 13495 members 
Mstep: Class 4 contains 19140 members 
Mstep: Class 5 contains 116321 members 
Mstep: Class 6 contains 20297 members 
Mstep: Class 7 contains 270859 members 
Mstep: Class 8 contains 7972 members 
Mstep: Class 9 contains 40249 members 
Mstep: Class 10 contains 165998 members 
Mstep: Class 11 contains 8553 members 
Mstep: Class 12 contains 66473 members 
Mstep: Class 14 contains 161179 members 
Mstep: Class 15 contains 60614 members 
Mstep: Class 16 contains 8026 members 
Mstep: Class 17 contains 3398 members 
Mstep: Class 19 contains 40921 members 
Mstep: Class 20 contains 37884 members 
Mstep: Class 21 contains 275238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370480.000000 Penalty: 66451.835938
Iteration 37Q: 20 clusters Score -1.583705e+08 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 2906 members 
Mstep: Class 3 contains 13436 members 
Mstep: Class 4 contains 19270 members 
Mstep: Class 5 contains 116269 members 
Mstep: Class 6 contains 20323 members 
Mstep: Class 7 contains 270849 members 
Mstep: Class 8 contains 8009 members 
Mstep: Class 9 contains 40226 members 
Mstep: Class 10 contains 166212 members 
Mstep: Class 11 contains 8565 members 
Mstep: Class 12 contains 66385 members 
Mstep: Class 14 contains 161095 members 
Mstep: Class 15 contains 60532 members 
Mstep: Class 16 contains 7997 members 
Mstep: Class 17 contains 3345 members 
Mstep: Class 19 contains 41042 members 
Mstep: Class 20 contains 37889 members 
Mstep: Class 21 contains 275242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158370512.000000 Penalty: 66451.835938
Iteration 38Q: 20 clusters Score -1.583705e+08 nChanged 2385
Entering ConstructFrom: 
Score: -158370512.000000 Penalty: 66451.835938
Entering ConstructFrom: 
Trying to split cluster 1 (12993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Entering Unmasked Estep 
Score: -1520029.500000 Penalty: 2349.097168
	Iteration 0F: 2 clusters Score -1520030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1510395.000000 Penalty: 4698.194336
	Iteration 0F: 3 clusters Score -1510395 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1513496.750000 Penalty: 4698.194336
	Iteration 1F: 3 clusters Score -1513497 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1514023.250000 Penalty: 4698.194336
	Iteration 2F: 3 clusters Score -1514023 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1514520.625000 Penalty: 4698.194336
	Iteration 3F: 3 clusters Score -1514521 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1515063.125000 Penalty: 4698.194336
	Iteration 4F: 3 clusters Score -1515063 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1515645.000000 Penalty: 4698.194336
	Iteration 5F: 3 clusters Score -1515645 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1516196.750000 Penalty: 4698.194336
	Iteration 6F: 3 clusters Score -1516197 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1516614.125000 Penalty: 4698.194336
	Iteration 7Q: 3 clusters Score -1516614 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1516970.125000 Penalty: 4698.194336
	Iteration 8Q: 3 clusters Score -1516970 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1517304.750000 Penalty: 4698.194336
	Iteration 9Q: 3 clusters Score -1517305 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1517610.250000 Penalty: 4698.194336
	Iteration 10Q: 3 clusters Score -1517610 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1517899.875000 Penalty: 4698.194336
	Iteration 11Q: 3 clusters Score -1517900 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1518203.125000 Penalty: 4698.194336
	Iteration 12Q: 3 clusters Score -1518203 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1518517.000000 Penalty: 4698.194336
	Iteration 13Q: 3 clusters Score -1518517 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1518837.750000 Penalty: 4698.194336
	Iteration 14Q: 3 clusters Score -1518838 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1519069.500000 Penalty: 4698.194336
	Iteration 15Q: 3 clusters Score -1519070 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1519228.500000 Penalty: 4698.194336
	Iteration 16Q: 3 clusters Score -1519228 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1519335.500000 Penalty: 4698.194336
	Iteration 17Q: 3 clusters Score -1519336 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1519387.750000 Penalty: 4698.194336
	Iteration 18Q: 3 clusters Score -1519388 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1519443.500000 Penalty: 4698.194336
	Iteration 19Q: 3 clusters Score -1519444 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1519469.750000 Penalty: 4698.194336
	Iteration 20F: 3 clusters Score -1519470 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1519493.625000 Penalty: 4698.194336
	Iteration 21Q: 3 clusters Score -1519494 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1519507.000000 Penalty: 4698.194336
	Iteration 22Q: 3 clusters Score -1519507 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1519519.875000 Penalty: 4698.194336
	Iteration 23Q: 3 clusters Score -1519520 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1519536.625000 Penalty: 4698.194336
	Iteration 24Q: 3 clusters Score -1519537 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1519549.375000 Penalty: 4698.194336
	Iteration 25Q: 3 clusters Score -1519549 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1519568.875000 Penalty: 4698.194336
	Iteration 26Q: 3 clusters Score -1519569 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1519579.500000 Penalty: 4698.194336
	Iteration 27Q: 3 clusters Score -1519580 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1519594.750000 Penalty: 4698.194336
	Iteration 28Q: 3 clusters Score -1519595 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1519613.500000 Penalty: 4698.194336
	Iteration 29Q: 3 clusters Score -1519614 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1519628.500000 Penalty: 4698.194336
	Iteration 30Q: 3 clusters Score -1519628 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1519652.500000 Penalty: 4698.194336
	Iteration 31Q: 3 clusters Score -1519652 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1519669.000000 Penalty: 4698.194336
	Iteration 32Q: 3 clusters Score -1519669 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1519684.750000 Penalty: 4698.194336
	Iteration 33Q: 3 clusters Score -1519685 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1519702.125000 Penalty: 4698.194336
	Iteration 34Q: 3 clusters Score -1519702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1519710.625000 Penalty: 4698.194336
	Iteration 35Q: 3 clusters Score -1519711 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1519717.500000 Penalty: 4698.194336
	Iteration 36Q: 3 clusters Score -1519718 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1519726.875000 Penalty: 4698.194336
	Iteration 37Q: 3 clusters Score -1519727 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1519732.875000 Penalty: 4698.194336
	Iteration 38Q: 3 clusters Score -1519733 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1519744.125000 Penalty: 4698.194336
	Iteration 39Q: 3 clusters Score -1519744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1519748.875000 Penalty: 4698.194336
	Iteration 40F: 3 clusters Score -1519749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1519757.250000 Penalty: 4698.194336
	Iteration 41Q: 3 clusters Score -1519757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1519762.500000 Penalty: 4698.194336
	Iteration 42Q: 3 clusters Score -1519762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1519768.125000 Penalty: 4698.194336
	Iteration 43Q: 3 clusters Score -1519768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1519779.875000 Penalty: 4698.194336
	Iteration 44Q: 3 clusters Score -1519780 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1519785.500000 Penalty: 4698.194336
	Iteration 45Q: 3 clusters Score -1519786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1519786.875000 Penalty: 4698.194336
	Iteration 46Q: 3 clusters Score -1519787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1519792.250000 Penalty: 4698.194336
	Iteration 47Q: 3 clusters Score -1519792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1519797.625000 Penalty: 4698.194336
	Iteration 48Q: 3 clusters Score -1519798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1519801.375000 Penalty: 4698.194336
	Iteration 49Q: 3 clusters Score -1519801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1519804.625000 Penalty: 4698.194336
	Iteration 50Q: 3 clusters Score -1519805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1519805.000000 Penalty: 4698.194336
	Iteration 51Q: 3 clusters Score -1519805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1519806.375000 Penalty: 4698.194336
	Iteration 52Q: 3 clusters Score -1519806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1519808.125000 Penalty: 4698.194336
	Iteration 53Q: 3 clusters Score -1519808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1519811.000000 Penalty: 4698.194336
	Iteration 54Q: 3 clusters Score -1519811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1519810.750000 Penalty: 4698.194336
	Iteration 55Q: 3 clusters Score -1519811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1519813.000000 Penalty: 4698.194336
	Iteration 56Q: 3 clusters Score -1519813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1519812.625000 Penalty: 4698.194336
	Iteration 57Q: 3 clusters Score -1519813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1519814.000000 Penalty: 4698.194336
	Iteration 58Q: 3 clusters Score -1519814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1519817.000000 Penalty: 4698.194336
	Iteration 59Q: 3 clusters Score -1519817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1519817.625000 Penalty: 4698.194336
	Iteration 60F: 3 clusters Score -1519818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1519823.250000 Penalty: 4698.194336
	Iteration 61Q: 3 clusters Score -1519823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1519819.750000 Penalty: 4698.194336
	Iteration 62Q: 3 clusters Score -1519820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1519820.125000 Penalty: 4698.194336
	Iteration 63Q: 3 clusters Score -1519820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1519821.125000 Penalty: 4698.194336
	Iteration 64Q: 3 clusters Score -1519821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1519819.625000 Penalty: 4698.194336
	Iteration 65Q: 3 clusters Score -1519820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1519820.875000 Penalty: 4698.194336
	Iteration 66Q: 3 clusters Score -1519821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1519820.250000 Penalty: 4698.194336
	Iteration 67Q: 3 clusters Score -1519820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1519820.875000 Penalty: 4698.194336
	Iteration 68Q: 3 clusters Score -1519821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1519821.000000 Penalty: 4698.194336
	Iteration 69Q: 3 clusters Score -1519821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1519820.500000 Penalty: 4698.194336
	Iteration 70Q: 3 clusters Score -1519820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1519819.250000 Penalty: 4698.194336
	Iteration 71Q: 3 clusters Score -1519819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1519819.250000 Penalty: 4698.194336
	Iteration 72F: 3 clusters Score -1519819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Entering Unmasked Estep 
Score: -290228.593750 Penalty: 1977.684204
	Iteration 0F: 2 clusters Score -290228.6 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 1420 members 
Entering Unmasked Estep 
Score: -287684.812500 Penalty: 3955.368408
	Iteration 0F: 3 clusters Score -287684.8 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -294168.906250 Penalty: 3955.368408
	Iteration 1F: 3 clusters Score -294168.9 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -298790.156250 Penalty: 3955.368408
	Iteration 2F: 3 clusters Score -298790.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -299813.843750 Penalty: 3955.368408
	Iteration 3Q: 3 clusters Score -299813.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -300095.406250 Penalty: 3955.368408
	Iteration 4Q: 3 clusters Score -300095.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -300167.000000 Penalty: 3955.368408
	Iteration 5Q: 3 clusters Score -300167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -300212.281250 Penalty: 3955.368408
	Iteration 6Q: 3 clusters Score -300212.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -300238.937500 Penalty: 3955.368408
	Iteration 7Q: 3 clusters Score -300238.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -300264.531250 Penalty: 3955.368408
	Iteration 8Q: 3 clusters Score -300264.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -300267.343750 Penalty: 3955.368408
	Iteration 9Q: 3 clusters Score -300267.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -300427.062500 Penalty: 3955.368408
	Iteration 10F: 3 clusters Score -300427.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -300752.937500 Penalty: 3955.368408
	Iteration 11Q: 3 clusters Score -300752.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -300957.812500 Penalty: 3955.368408
	Iteration 12Q: 3 clusters Score -300957.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -301106.656250 Penalty: 3955.368408
	Iteration 13Q: 3 clusters Score -301106.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -301260.656250 Penalty: 3955.368408
	Iteration 14Q: 3 clusters Score -301260.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -301357.093750 Penalty: 3955.368408
	Iteration 15Q: 3 clusters Score -301357.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -301432.500000 Penalty: 3955.368408
	Iteration 16Q: 3 clusters Score -301432.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -301486.156250 Penalty: 3955.368408
	Iteration 17Q: 3 clusters Score -301486.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -301529.781250 Penalty: 3955.368408
	Iteration 18Q: 3 clusters Score -301529.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -301636.250000 Penalty: 3955.368408
	Iteration 19Q: 3 clusters Score -301636.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -302016.125000 Penalty: 3955.368408
	Iteration 20F: 3 clusters Score -302016.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -302828.218750 Penalty: 3955.368408
	Iteration 21Q: 3 clusters Score -302828.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -303470.406250 Penalty: 3955.368408
	Iteration 22Q: 3 clusters Score -303470.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -303485.343750 Penalty: 3955.368408
	Iteration 23Q: 3 clusters Score -303485.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -303485.343750 Penalty: 3955.368408
	Iteration 24F: 3 clusters Score -303485.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 19386 members 
Mstep: Class 5 contains 116233 members 
Mstep: Class 6 contains 20332 members 
Mstep: Class 7 contains 270876 members 
Mstep: Class 8 contains 8040 members 
Mstep: Class 9 contains 40201 members 
Mstep: Class 10 contains 166299 members 
Mstep: Class 11 contains 8569 members 
Mstep: Class 12 contains 66312 members 
Mstep: Class 13 contains 2359 members 
Mstep: Class 14 contains 161129 members 
Mstep: Class 15 contains 60484 members 
Mstep: Class 16 contains 7951 members 
Mstep: Class 17 contains 3288 members 
Mstep: Class 19 contains 41134 members 
Mstep: Class 20 contains 37897 members 
Mstep: Class 21 contains 275220 members 
Entering Unmasked Estep 
Score: -158382768.000000 Penalty: 69949.304688
Splitting cluster 2 changes total score from -158370512.000000 to -158382768.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 3 (13380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Entering Unmasked Estep 
Score: -1542052.125000 Penalty: 2356.375977
	Iteration 0F: 2 clusters Score -1542052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1532231.625000 Penalty: 4712.751953
	Iteration 0F: 3 clusters Score -1532232 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1535465.500000 Penalty: 4712.751953
	Iteration 1F: 3 clusters Score -1535466 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1535886.375000 Penalty: 4712.751953
	Iteration 2F: 3 clusters Score -1535886 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1536255.750000 Penalty: 4712.751953
	Iteration 3F: 3 clusters Score -1536256 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1536585.625000 Penalty: 4712.751953
	Iteration 4Q: 3 clusters Score -1536586 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1536935.125000 Penalty: 4712.751953
	Iteration 5Q: 3 clusters Score -1536935 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1537261.375000 Penalty: 4712.751953
	Iteration 6Q: 3 clusters Score -1537261 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1537594.250000 Penalty: 4712.751953
	Iteration 7Q: 3 clusters Score -1537594 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1537982.125000 Penalty: 4712.751953
	Iteration 8Q: 3 clusters Score -1537982 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1538505.625000 Penalty: 4712.751953
	Iteration 9Q: 3 clusters Score -1538506 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1539148.625000 Penalty: 4712.751953
	Iteration 10F: 3 clusters Score -1539149 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1539911.875000 Penalty: 4712.751953
	Iteration 11F: 3 clusters Score -1539912 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1540398.375000 Penalty: 4712.751953
	Iteration 12Q: 3 clusters Score -1540398 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1540629.625000 Penalty: 4712.751953
	Iteration 13Q: 3 clusters Score -1540630 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1540727.375000 Penalty: 4712.751953
	Iteration 14Q: 3 clusters Score -1540727 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1540791.875000 Penalty: 4712.751953
	Iteration 15Q: 3 clusters Score -1540792 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1540825.500000 Penalty: 4712.751953
	Iteration 16Q: 3 clusters Score -1540826 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1540841.000000 Penalty: 4712.751953
	Iteration 17Q: 3 clusters Score -1540841 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1540854.625000 Penalty: 4712.751953
	Iteration 18Q: 3 clusters Score -1540855 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1540870.000000 Penalty: 4712.751953
	Iteration 19Q: 3 clusters Score -1540870 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1540893.625000 Penalty: 4712.751953
	Iteration 20F: 3 clusters Score -1540894 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1540923.125000 Penalty: 4712.751953
	Iteration 21Q: 3 clusters Score -1540923 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1540966.375000 Penalty: 4712.751953
	Iteration 22Q: 3 clusters Score -1540966 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1541010.125000 Penalty: 4712.751953
	Iteration 23Q: 3 clusters Score -1541010 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1541068.625000 Penalty: 4712.751953
	Iteration 24Q: 3 clusters Score -1541069 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1541158.375000 Penalty: 4712.751953
	Iteration 25Q: 3 clusters Score -1541158 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1541265.000000 Penalty: 4712.751953
	Iteration 26Q: 3 clusters Score -1541265 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1541412.375000 Penalty: 4712.751953
	Iteration 27Q: 3 clusters Score -1541412 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1541557.875000 Penalty: 4712.751953
	Iteration 28Q: 3 clusters Score -1541558 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1541690.875000 Penalty: 4712.751953
	Iteration 29Q: 3 clusters Score -1541691 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1541821.875000 Penalty: 4712.751953
	Iteration 30Q: 3 clusters Score -1541822 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1541927.375000 Penalty: 4712.751953
	Iteration 31Q: 3 clusters Score -1541927 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1542027.500000 Penalty: 4712.751953
	Iteration 32Q: 3 clusters Score -1542028 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1542137.000000 Penalty: 4712.751953
	Iteration 33Q: 3 clusters Score -1542137 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1542213.375000 Penalty: 4712.751953
	Iteration 34Q: 3 clusters Score -1542213 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1542254.750000 Penalty: 4712.751953
	Iteration 35Q: 3 clusters Score -1542255 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1542281.250000 Penalty: 4712.751953
	Iteration 36Q: 3 clusters Score -1542281 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1542303.500000 Penalty: 4712.751953
	Iteration 37Q: 3 clusters Score -1542304 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1542330.250000 Penalty: 4712.751953
	Iteration 38Q: 3 clusters Score -1542330 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1542345.250000 Penalty: 4712.751953
	Iteration 39Q: 3 clusters Score -1542345 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1542362.375000 Penalty: 4712.751953
	Iteration 40F: 3 clusters Score -1542362 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1542374.750000 Penalty: 4712.751953
	Iteration 41Q: 3 clusters Score -1542375 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1542379.500000 Penalty: 4712.751953
	Iteration 42Q: 3 clusters Score -1542380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1542386.500000 Penalty: 4712.751953
	Iteration 43Q: 3 clusters Score -1542386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1542387.750000 Penalty: 4712.751953
	Iteration 44Q: 3 clusters Score -1542388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1542392.875000 Penalty: 4712.751953
	Iteration 45Q: 3 clusters Score -1542393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1542391.250000 Penalty: 4712.751953
	Iteration 46Q: 3 clusters Score -1542391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1542392.000000 Penalty: 4712.751953
	Iteration 47Q: 3 clusters Score -1542392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1542394.375000 Penalty: 4712.751953
	Iteration 48Q: 3 clusters Score -1542394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1542390.500000 Penalty: 4712.751953
	Iteration 49Q: 3 clusters Score -1542390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1542389.125000 Penalty: 4712.751953
	Iteration 50Q: 3 clusters Score -1542389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1542390.125000 Penalty: 4712.751953
	Iteration 51Q: 3 clusters Score -1542390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1542391.375000 Penalty: 4712.751953
	Iteration 52Q: 3 clusters Score -1542391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1542391.375000 Penalty: 4712.751953
	Iteration 53F: 3 clusters Score -1542391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 3653 members 
Mstep: Class 4 contains 19386 members 
Mstep: Class 5 contains 116233 members 
Mstep: Class 6 contains 20332 members 
Mstep: Class 7 contains 270876 members 
Mstep: Class 8 contains 8040 members 
Mstep: Class 9 contains 40201 members 
Mstep: Class 10 contains 166299 members 
Mstep: Class 11 contains 8569 members 
Mstep: Class 12 contains 66312 members 
Mstep: Class 13 contains 2359 members 
Mstep: Class 14 contains 161129 members 
Mstep: Class 15 contains 60484 members 
Mstep: Class 16 contains 7951 members 
Mstep: Class 17 contains 3288 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 41134 members 
Mstep: Class 20 contains 37897 members 
Mstep: Class 21 contains 275220 members 
Entering Unmasked Estep 
Score: -158381392.000000 Penalty: 73446.765625
Splitting cluster 3 changes total score from -158370512.000000 to -158381392.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 4 (19386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Entering Unmasked Estep 
Score: -2237229.250000 Penalty: 2448.332031
	Iteration 0F: 2 clusters Score -2237229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2223586.000000 Penalty: 4896.664062
	Iteration 0F: 3 clusters Score -2223586 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2228094.250000 Penalty: 4896.664062
	Iteration 1F: 3 clusters Score -2228094 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2228577.750000 Penalty: 4896.664062
	Iteration 2F: 3 clusters Score -2228578 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2229065.500000 Penalty: 4896.664062
	Iteration 3F: 3 clusters Score -2229066 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2229564.500000 Penalty: 4896.664062
	Iteration 4Q: 3 clusters Score -2229564 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2230076.250000 Penalty: 4896.664062
	Iteration 5Q: 3 clusters Score -2230076 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2230641.750000 Penalty: 4896.664062
	Iteration 6Q: 3 clusters Score -2230642 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2231171.000000 Penalty: 4896.664062
	Iteration 7Q: 3 clusters Score -2231171 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2231666.250000 Penalty: 4896.664062
	Iteration 8Q: 3 clusters Score -2231666 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2232080.000000 Penalty: 4896.664062
	Iteration 9Q: 3 clusters Score -2232080 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2232424.500000 Penalty: 4896.664062
	Iteration 10Q: 3 clusters Score -2232424 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2232687.000000 Penalty: 4896.664062
	Iteration 11Q: 3 clusters Score -2232687 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2232864.750000 Penalty: 4896.664062
	Iteration 12Q: 3 clusters Score -2232865 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2232970.500000 Penalty: 4896.664062
	Iteration 13Q: 3 clusters Score -2232970 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2233056.500000 Penalty: 4896.664062
	Iteration 14Q: 3 clusters Score -2233056 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2233145.750000 Penalty: 4896.664062
	Iteration 15Q: 3 clusters Score -2233146 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2233234.000000 Penalty: 4896.664062
	Iteration 16Q: 3 clusters Score -2233234 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2233305.250000 Penalty: 4896.664062
	Iteration 17Q: 3 clusters Score -2233305 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2233374.750000 Penalty: 4896.664062
	Iteration 18Q: 3 clusters Score -2233375 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2233423.500000 Penalty: 4896.664062
	Iteration 19Q: 3 clusters Score -2233424 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2233486.250000 Penalty: 4896.664062
	Iteration 20F: 3 clusters Score -2233486 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2233541.750000 Penalty: 4896.664062
	Iteration 21Q: 3 clusters Score -2233542 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2233606.500000 Penalty: 4896.664062
	Iteration 22Q: 3 clusters Score -2233606 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2233688.500000 Penalty: 4896.664062
	Iteration 23Q: 3 clusters Score -2233688 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2233768.000000 Penalty: 4896.664062
	Iteration 24Q: 3 clusters Score -2233768 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2233846.250000 Penalty: 4896.664062
	Iteration 25Q: 3 clusters Score -2233846 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2233925.000000 Penalty: 4896.664062
	Iteration 26Q: 3 clusters Score -2233925 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2234004.250000 Penalty: 4896.664062
	Iteration 27Q: 3 clusters Score -2234004 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2234076.250000 Penalty: 4896.664062
	Iteration 28Q: 3 clusters Score -2234076 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2234145.750000 Penalty: 4896.664062
	Iteration 29Q: 3 clusters Score -2234146 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2234218.250000 Penalty: 4896.664062
	Iteration 30Q: 3 clusters Score -2234218 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2234291.250000 Penalty: 4896.664062
	Iteration 31Q: 3 clusters Score -2234291 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2234347.750000 Penalty: 4896.664062
	Iteration 32Q: 3 clusters Score -2234348 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2234419.000000 Penalty: 4896.664062
	Iteration 33Q: 3 clusters Score -2234419 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2234480.000000 Penalty: 4896.664062
	Iteration 34Q: 3 clusters Score -2234480 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2234535.000000 Penalty: 4896.664062
	Iteration 35Q: 3 clusters Score -2234535 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2234591.500000 Penalty: 4896.664062
	Iteration 36Q: 3 clusters Score -2234592 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2234675.500000 Penalty: 4896.664062
	Iteration 37Q: 3 clusters Score -2234676 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2234755.750000 Penalty: 4896.664062
	Iteration 38Q: 3 clusters Score -2234756 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2234860.750000 Penalty: 4896.664062
	Iteration 39Q: 3 clusters Score -2234861 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2234973.250000 Penalty: 4896.664062
	Iteration 40F: 3 clusters Score -2234973 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2235116.250000 Penalty: 4896.664062
	Iteration 41Q: 3 clusters Score -2235116 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2235257.750000 Penalty: 4896.664062
	Iteration 42Q: 3 clusters Score -2235258 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2235384.000000 Penalty: 4896.664062
	Iteration 43Q: 3 clusters Score -2235384 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2235481.750000 Penalty: 4896.664062
	Iteration 44Q: 3 clusters Score -2235482 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2235558.750000 Penalty: 4896.664062
	Iteration 45Q: 3 clusters Score -2235559 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2235630.500000 Penalty: 4896.664062
	Iteration 46Q: 3 clusters Score -2235630 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2235684.000000 Penalty: 4896.664062
	Iteration 47Q: 3 clusters Score -2235684 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2235732.500000 Penalty: 4896.664062
	Iteration 48Q: 3 clusters Score -2235732 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2235768.750000 Penalty: 4896.664062
	Iteration 49Q: 3 clusters Score -2235769 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2235815.250000 Penalty: 4896.664062
	Iteration 50Q: 3 clusters Score -2235815 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2235861.750000 Penalty: 4896.664062
	Iteration 51Q: 3 clusters Score -2235862 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2235906.500000 Penalty: 4896.664062
	Iteration 52Q: 3 clusters Score -2235906 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2235952.000000 Penalty: 4896.664062
	Iteration 53Q: 3 clusters Score -2235952 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2235976.750000 Penalty: 4896.664062
	Iteration 54Q: 3 clusters Score -2235977 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2236002.000000 Penalty: 4896.664062
	Iteration 55Q: 3 clusters Score -2236002 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2236017.500000 Penalty: 4896.664062
	Iteration 56Q: 3 clusters Score -2236018 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2236032.250000 Penalty: 4896.664062
	Iteration 57Q: 3 clusters Score -2236032 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2236039.500000 Penalty: 4896.664062
	Iteration 58Q: 3 clusters Score -2236040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2236048.250000 Penalty: 4896.664062
	Iteration 59Q: 3 clusters Score -2236048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2236051.250000 Penalty: 4896.664062
	Iteration 60F: 3 clusters Score -2236051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2236050.500000 Penalty: 4896.664062
	Iteration 61Q: 3 clusters Score -2236050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2236054.000000 Penalty: 4896.664062
	Iteration 62Q: 3 clusters Score -2236054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2236061.000000 Penalty: 4896.664062
	Iteration 63Q: 3 clusters Score -2236061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2236066.000000 Penalty: 4896.664062
	Iteration 64Q: 3 clusters Score -2236066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2236064.000000 Penalty: 4896.664062
	Iteration 65Q: 3 clusters Score -2236064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2236066.000000 Penalty: 4896.664062
	Iteration 66Q: 3 clusters Score -2236066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2236067.000000 Penalty: 4896.664062
	Iteration 67Q: 3 clusters Score -2236067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2236072.000000 Penalty: 4896.664062
	Iteration 68Q: 3 clusters Score -2236072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2236071.000000 Penalty: 4896.664062
	Iteration 69Q: 3 clusters Score -2236071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2236068.750000 Penalty: 4896.664062
	Iteration 70Q: 3 clusters Score -2236069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2236073.250000 Penalty: 4896.664062
	Iteration 71Q: 3 clusters Score -2236073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2236072.250000 Penalty: 4896.664062
	Iteration 72Q: 3 clusters Score -2236072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2236074.250000 Penalty: 4896.664062
	Iteration 73Q: 3 clusters Score -2236074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2236076.750000 Penalty: 4896.664062
	Iteration 74Q: 3 clusters Score -2236077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2236075.000000 Penalty: 4896.664062
	Iteration 75Q: 3 clusters Score -2236075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2236071.000000 Penalty: 4896.664062
	Iteration 76Q: 3 clusters Score -2236071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2236073.500000 Penalty: 4896.664062
	Iteration 77Q: 3 clusters Score -2236074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2236073.500000 Penalty: 4896.664062
	Iteration 78F: 3 clusters Score -2236074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (116233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116233 members 
Entering Unmasked Estep 
Score: -14160696.000000 Penalty: 2892.511230
	Iteration 0F: 2 clusters Score -1.41607e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58049 members 
Mstep: Class 2 contains 58184 members 
Entering Unmasked Estep 
Score: -14083042.000000 Penalty: 5785.022461
	Iteration 0F: 3 clusters Score -1.408304e+07 nChanged 55277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56182 members 
Mstep: Class 2 contains 60051 members 
Entering Unmasked Estep 
Score: -14114771.000000 Penalty: 5785.022461
	Iteration 1F: 3 clusters Score -1.411477e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
Score: -14116331.000000 Penalty: 5785.022461
	Iteration 2Q: 3 clusters Score -1.411633e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -14118959.000000 Penalty: 5785.022461
	Iteration 3Q: 3 clusters Score -1.411896e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 68364 members 
Entering Unmasked Estep 
Score: -14122711.000000 Penalty: 5785.022461
	Iteration 4F: 3 clusters Score -1.412271e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 73553 members 
Entering Unmasked Estep 
Score: -14127999.000000 Penalty: 5785.022461
	Iteration 5F: 3 clusters Score -1.4128e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 79486 members 
Entering Unmasked Estep 
Score: -14133897.000000 Penalty: 5785.022461
	Iteration 6F: 3 clusters Score -1.41339e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 85513 members 
Entering Unmasked Estep 
Score: -14139535.000000 Penalty: 5785.022461
	Iteration 7F: 3 clusters Score -1.413954e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 91053 members 
Entering Unmasked Estep 
Score: -14144706.000000 Penalty: 5785.022461
	Iteration 8F: 3 clusters Score -1.414471e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 95748 members 
Entering Unmasked Estep 
Score: -14150035.000000 Penalty: 5785.022461
	Iteration 9Q: 3 clusters Score -1.415004e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 99055 members 
Entering Unmasked Estep 
Score: -14154673.000000 Penalty: 5785.022461
	Iteration 10Q: 3 clusters Score -1.415467e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 100977 members 
Entering Unmasked Estep 
Score: -14157622.000000 Penalty: 5785.022461
	Iteration 11Q: 3 clusters Score -1.415762e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 102152 members 
Entering Unmasked Estep 
Score: -14159000.000000 Penalty: 5785.022461
	Iteration 12Q: 3 clusters Score -1.4159e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 103054 members 
Entering Unmasked Estep 
Score: -14159671.000000 Penalty: 5785.022461
	Iteration 13Q: 3 clusters Score -1.415967e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 103794 members 
Entering Unmasked Estep 
Score: -14160020.000000 Penalty: 5785.022461
	Iteration 14Q: 3 clusters Score -1.416002e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 104406 members 
Entering Unmasked Estep 
Score: -14160279.000000 Penalty: 5785.022461
	Iteration 15Q: 3 clusters Score -1.416028e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 104909 members 
Entering Unmasked Estep 
Score: -14160386.000000 Penalty: 5785.022461
	Iteration 16Q: 3 clusters Score -1.416039e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 105325 members 
Entering Unmasked Estep 
Score: -14160472.000000 Penalty: 5785.022461
	Iteration 17Q: 3 clusters Score -1.416047e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 105694 members 
Entering Unmasked Estep 
Score: -14160587.000000 Penalty: 5785.022461
	Iteration 18Q: 3 clusters Score -1.416059e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 106042 members 
Entering Unmasked Estep 
Score: -14160694.000000 Penalty: 5785.022461
	Iteration 19Q: 3 clusters Score -1.416069e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 106333 members 
Entering Unmasked Estep 
Score: -14160721.000000 Penalty: 5785.022461
	Iteration 20F: 3 clusters Score -1.416072e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 106607 members 
Entering Unmasked Estep 
Score: -14160767.000000 Penalty: 5785.022461
	Iteration 21Q: 3 clusters Score -1.416077e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 106845 members 
Entering Unmasked Estep 
Score: -14160806.000000 Penalty: 5785.022461
	Iteration 22Q: 3 clusters Score -1.416081e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 107061 members 
Entering Unmasked Estep 
Score: -14160811.000000 Penalty: 5785.022461
	Iteration 23Q: 3 clusters Score -1.416081e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 107256 members 
Entering Unmasked Estep 
Score: -14160843.000000 Penalty: 5785.022461
	Iteration 24Q: 3 clusters Score -1.416084e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 107435 members 
Entering Unmasked Estep 
Score: -14160852.000000 Penalty: 5785.022461
	Iteration 25Q: 3 clusters Score -1.416085e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 107594 members 
Entering Unmasked Estep 
Score: -14160886.000000 Penalty: 5785.022461
	Iteration 26Q: 3 clusters Score -1.416089e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 107738 members 
Entering Unmasked Estep 
Score: -14160892.000000 Penalty: 5785.022461
	Iteration 27Q: 3 clusters Score -1.416089e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 107865 members 
Entering Unmasked Estep 
Score: -14160940.000000 Penalty: 5785.022461
	Iteration 28Q: 3 clusters Score -1.416094e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 107969 members 
Entering Unmasked Estep 
Score: -14160939.000000 Penalty: 5785.022461
	Iteration 29Q: 3 clusters Score -1.416094e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 108057 members 
Entering Unmasked Estep 
Score: -14160975.000000 Penalty: 5785.022461
	Iteration 30Q: 3 clusters Score -1.416098e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 108134 members 
Entering Unmasked Estep 
Score: -14160985.000000 Penalty: 5785.022461
	Iteration 31Q: 3 clusters Score -1.416098e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 108202 members 
Entering Unmasked Estep 
Score: -14160994.000000 Penalty: 5785.022461
	Iteration 32Q: 3 clusters Score -1.416099e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 108264 members 
Entering Unmasked Estep 
Score: -14160995.000000 Penalty: 5785.022461
	Iteration 33Q: 3 clusters Score -1.4161e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 108318 members 
Entering Unmasked Estep 
Score: -14161012.000000 Penalty: 5785.022461
	Iteration 34Q: 3 clusters Score -1.416101e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 108360 members 
Entering Unmasked Estep 
Score: -14161014.000000 Penalty: 5785.022461
	Iteration 35Q: 3 clusters Score -1.416101e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 108383 members 
Entering Unmasked Estep 
Score: -14161008.000000 Penalty: 5785.022461
	Iteration 36Q: 3 clusters Score -1.416101e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 108400 members 
Entering Unmasked Estep 
Score: -14161017.000000 Penalty: 5785.022461
	Iteration 37Q: 3 clusters Score -1.416102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 108408 members 
Entering Unmasked Estep 
Score: -14161010.000000 Penalty: 5785.022461
	Iteration 38Q: 3 clusters Score -1.416101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 108412 members 
Entering Unmasked Estep 
Score: -14161011.000000 Penalty: 5785.022461
	Iteration 39Q: 3 clusters Score -1.416101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 108415 members 
Entering Unmasked Estep 
Score: -14161014.000000 Penalty: 5785.022461
	Iteration 40F: 3 clusters Score -1.416101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 108419 members 
Entering Unmasked Estep 
Score: -14161018.000000 Penalty: 5785.022461
	Iteration 41Q: 3 clusters Score -1.416102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 108421 members 
Entering Unmasked Estep 
Score: -14161015.000000 Penalty: 5785.022461
	Iteration 42Q: 3 clusters Score -1.416102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 108423 members 
Entering Unmasked Estep 
Score: -14161011.000000 Penalty: 5785.022461
	Iteration 43Q: 3 clusters Score -1.416101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 108426 members 
Entering Unmasked Estep 
Score: -14161019.000000 Penalty: 5785.022461
	Iteration 44Q: 3 clusters Score -1.416102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 108428 members 
Entering Unmasked Estep 
Score: -14161032.000000 Penalty: 5785.022461
	Iteration 45Q: 3 clusters Score -1.416103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 108430 members 
Entering Unmasked Estep 
Score: -14161028.000000 Penalty: 5785.022461
	Iteration 46Q: 3 clusters Score -1.416103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 108431 members 
Entering Unmasked Estep 
Score: -14161026.000000 Penalty: 5785.022461
	Iteration 47Q: 3 clusters Score -1.416103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 108433 members 
Entering Unmasked Estep 
Score: -14161023.000000 Penalty: 5785.022461
	Iteration 48Q: 3 clusters Score -1.416102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 108436 members 
Entering Unmasked Estep 
Score: -14161012.000000 Penalty: 5785.022461
	Iteration 49Q: 3 clusters Score -1.416101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 108441 members 
Entering Unmasked Estep 
Score: -14161008.000000 Penalty: 5785.022461
	Iteration 50Q: 3 clusters Score -1.416101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 108448 members 
Entering Unmasked Estep 
Score: -14161013.000000 Penalty: 5785.022461
	Iteration 51Q: 3 clusters Score -1.416101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 108451 members 
Entering Unmasked Estep 
Score: -14161007.000000 Penalty: 5785.022461
	Iteration 52Q: 3 clusters Score -1.416101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 108455 members 
Entering Unmasked Estep 
Score: -14161001.000000 Penalty: 5785.022461
	Iteration 53Q: 3 clusters Score -1.4161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 108461 members 
Entering Unmasked Estep 
Score: -14161002.000000 Penalty: 5785.022461
	Iteration 54Q: 3 clusters Score -1.4161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 108464 members 
Entering Unmasked Estep 
Score: -14161006.000000 Penalty: 5785.022461
	Iteration 55Q: 3 clusters Score -1.416101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 108466 members 
Entering Unmasked Estep 
Score: -14161004.000000 Penalty: 5785.022461
	Iteration 56Q: 3 clusters Score -1.4161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 108468 members 
Entering Unmasked Estep 
Score: -14161007.000000 Penalty: 5785.022461
	Iteration 57Q: 3 clusters Score -1.416101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 108472 members 
Entering Unmasked Estep 
Score: -14161015.000000 Penalty: 5785.022461
	Iteration 58Q: 3 clusters Score -1.416102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 108477 members 
Entering Unmasked Estep 
Score: -14161013.000000 Penalty: 5785.022461
	Iteration 59Q: 3 clusters Score -1.416101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 108480 members 
Entering Unmasked Estep 
Score: -14161020.000000 Penalty: 5785.022461
	Iteration 60F: 3 clusters Score -1.416102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 108483 members 
Entering Unmasked Estep 
Score: -14161015.000000 Penalty: 5785.022461
	Iteration 61Q: 3 clusters Score -1.416102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 108487 members 
Entering Unmasked Estep 
Score: -14161010.000000 Penalty: 5785.022461
	Iteration 62Q: 3 clusters Score -1.416101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 108488 members 
Entering Unmasked Estep 
Score: -14161019.000000 Penalty: 5785.022461
	Iteration 63Q: 3 clusters Score -1.416102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 108488 members 
Entering Unmasked Estep 
Score: -14161019.000000 Penalty: 5785.022461
	Iteration 64F: 3 clusters Score -1.416102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 3653 members 
Mstep: Class 4 contains 19386 members 
Mstep: Class 5 contains 7745 members 
Mstep: Class 6 contains 20332 members 
Mstep: Class 7 contains 270876 members 
Mstep: Class 8 contains 8040 members 
Mstep: Class 9 contains 40201 members 
Mstep: Class 10 contains 166299 members 
Mstep: Class 11 contains 8569 members 
Mstep: Class 12 contains 66312 members 
Mstep: Class 13 contains 2359 members 
Mstep: Class 14 contains 161129 members 
Mstep: Class 15 contains 60484 members 
Mstep: Class 16 contains 7951 members 
Mstep: Class 17 contains 3288 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 41134 members 
Mstep: Class 20 contains 37897 members 
Mstep: Class 21 contains 275220 members 
Mstep: Class 22 contains 108488 members 
Entering Unmasked Estep 
Score: -158382672.000000 Penalty: 76944.234375
Splitting cluster 5 changes total score from -158370512.000000 to -158382672.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (20332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Entering Unmasked Estep 
Score: -2469725.000000 Penalty: 2460.147949
	Iteration 0F: 2 clusters Score -2469725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -2455411.750000 Penalty: 4920.295898
	Iteration 0F: 3 clusters Score -2455412 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2460480.500000 Penalty: 4920.295898
	Iteration 1F: 3 clusters Score -2460480 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2461063.000000 Penalty: 4920.295898
	Iteration 2F: 3 clusters Score -2461063 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2461612.750000 Penalty: 4920.295898
	Iteration 3F: 3 clusters Score -2461613 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2462233.250000 Penalty: 4920.295898
	Iteration 4F: 3 clusters Score -2462233 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2462880.750000 Penalty: 4920.295898
	Iteration 5F: 3 clusters Score -2462881 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2463560.250000 Penalty: 4920.295898
	Iteration 6F: 3 clusters Score -2463560 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2464333.500000 Penalty: 4920.295898
	Iteration 7F: 3 clusters Score -2464334 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2465158.000000 Penalty: 4920.295898
	Iteration 8F: 3 clusters Score -2465158 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2465837.000000 Penalty: 4920.295898
	Iteration 9Q: 3 clusters Score -2465837 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2466400.000000 Penalty: 4920.295898
	Iteration 10Q: 3 clusters Score -2466400 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2466831.750000 Penalty: 4920.295898
	Iteration 11Q: 3 clusters Score -2466832 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2467144.500000 Penalty: 4920.295898
	Iteration 12Q: 3 clusters Score -2467144 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2467332.500000 Penalty: 4920.295898
	Iteration 13Q: 3 clusters Score -2467332 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2467442.500000 Penalty: 4920.295898
	Iteration 14Q: 3 clusters Score -2467442 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2467497.000000 Penalty: 4920.295898
	Iteration 15Q: 3 clusters Score -2467497 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2467530.250000 Penalty: 4920.295898
	Iteration 16Q: 3 clusters Score -2467530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2467563.000000 Penalty: 4920.295898
	Iteration 17Q: 3 clusters Score -2467563 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2467589.000000 Penalty: 4920.295898
	Iteration 18Q: 3 clusters Score -2467589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2467611.750000 Penalty: 4920.295898
	Iteration 19Q: 3 clusters Score -2467612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2467629.750000 Penalty: 4920.295898
	Iteration 20F: 3 clusters Score -2467630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2467638.500000 Penalty: 4920.295898
	Iteration 21Q: 3 clusters Score -2467638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2467643.750000 Penalty: 4920.295898
	Iteration 22Q: 3 clusters Score -2467644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2467648.500000 Penalty: 4920.295898
	Iteration 23Q: 3 clusters Score -2467648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2467652.250000 Penalty: 4920.295898
	Iteration 24Q: 3 clusters Score -2467652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2467665.750000 Penalty: 4920.295898
	Iteration 25Q: 3 clusters Score -2467666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2467672.750000 Penalty: 4920.295898
	Iteration 26Q: 3 clusters Score -2467673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2467678.000000 Penalty: 4920.295898
	Iteration 27Q: 3 clusters Score -2467678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2467679.000000 Penalty: 4920.295898
	Iteration 28Q: 3 clusters Score -2467679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2467678.500000 Penalty: 4920.295898
	Iteration 29Q: 3 clusters Score -2467678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2467684.750000 Penalty: 4920.295898
	Iteration 30Q: 3 clusters Score -2467685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2467684.250000 Penalty: 4920.295898
	Iteration 31Q: 3 clusters Score -2467684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2467681.000000 Penalty: 4920.295898
	Iteration 32Q: 3 clusters Score -2467681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2467680.500000 Penalty: 4920.295898
	Iteration 33Q: 3 clusters Score -2467680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2467686.000000 Penalty: 4920.295898
	Iteration 34Q: 3 clusters Score -2467686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2467690.000000 Penalty: 4920.295898
	Iteration 35Q: 3 clusters Score -2467690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2467690.750000 Penalty: 4920.295898
	Iteration 36Q: 3 clusters Score -2467691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2467690.750000 Penalty: 4920.295898
	Iteration 37F: 3 clusters Score -2467691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (270876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270876 members 
Entering Unmasked Estep 
Score: -32904808.000000 Penalty: 3102.335205
	Iteration 0F: 2 clusters Score -3.290481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135904 members 
Mstep: Class 2 contains 134972 members 
Entering Unmasked Estep 
Score: -32728828.000000 Penalty: 6204.670410
	Iteration 0F: 3 clusters Score -3.272883e+07 nChanged 131175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142279 members 
Mstep: Class 2 contains 128597 members 
Entering Unmasked Estep 
Score: -32807550.000000 Penalty: 6204.670410
	Iteration 1F: 3 clusters Score -3.280755e+07 nChanged 9547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146268 members 
Mstep: Class 2 contains 124608 members 
Entering Unmasked Estep 
Score: -32811656.000000 Penalty: 6204.670410
	Iteration 2Q: 3 clusters Score -3.281166e+07 nChanged 11601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151687 members 
Mstep: Class 2 contains 119189 members 
Entering Unmasked Estep 
Score: -32817450.000000 Penalty: 6204.670410
	Iteration 3Q: 3 clusters Score -3.281745e+07 nChanged 13208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158677 members 
Mstep: Class 2 contains 112199 members 
Entering Unmasked Estep 
Score: -32824108.000000 Penalty: 6204.670410
	Iteration 4Q: 3 clusters Score -3.282411e+07 nChanged 14918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167721 members 
Mstep: Class 2 contains 103155 members 
Entering Unmasked Estep 
Score: -32832186.000000 Penalty: 6204.670410
	Iteration 5F: 3 clusters Score -3.283219e+07 nChanged 16565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179142 members 
Mstep: Class 2 contains 91734 members 
Entering Unmasked Estep 
Score: -32842036.000000 Penalty: 6204.670410
	Iteration 6F: 3 clusters Score -3.284204e+07 nChanged 17508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192194 members 
Mstep: Class 2 contains 78682 members 
Entering Unmasked Estep 
Score: -32853160.000000 Penalty: 6204.670410
	Iteration 7F: 3 clusters Score -3.285316e+07 nChanged 16552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204222 members 
Mstep: Class 2 contains 66654 members 
Entering Unmasked Estep 
Score: -32864274.000000 Penalty: 6204.670410
	Iteration 8F: 3 clusters Score -3.286427e+07 nChanged 14042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213610 members 
Mstep: Class 2 contains 57266 members 
Entering Unmasked Estep 
Score: -32873292.000000 Penalty: 6204.670410
	Iteration 9F: 3 clusters Score -3.287329e+07 nChanged 10946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219810 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -32880102.000000 Penalty: 6204.670410
	Iteration 10Q: 3 clusters Score -3.28801e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223890 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -32884176.000000 Penalty: 6204.670410
	Iteration 11Q: 3 clusters Score -3.288418e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226921 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -32886838.000000 Penalty: 6204.670410
	Iteration 12Q: 3 clusters Score -3.288684e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229479 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -32888670.000000 Penalty: 6204.670410
	Iteration 13Q: 3 clusters Score -3.288867e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231776 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -32889996.000000 Penalty: 6204.670410
	Iteration 14Q: 3 clusters Score -3.289e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233857 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -32891262.000000 Penalty: 6204.670410
	Iteration 15Q: 3 clusters Score -3.289126e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235687 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -32892378.000000 Penalty: 6204.670410
	Iteration 16Q: 3 clusters Score -3.289238e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237372 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -32893400.000000 Penalty: 6204.670410
	Iteration 17Q: 3 clusters Score -3.28934e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238976 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -32894370.000000 Penalty: 6204.670410
	Iteration 18Q: 3 clusters Score -3.289437e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240498 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -32895384.000000 Penalty: 6204.670410
	Iteration 19Q: 3 clusters Score -3.289538e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241906 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -32896290.000000 Penalty: 6204.670410
	Iteration 20F: 3 clusters Score -3.289629e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243245 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -32897200.000000 Penalty: 6204.670410
	Iteration 21Q: 3 clusters Score -3.28972e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244441 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -32898018.000000 Penalty: 6204.670410
	Iteration 22Q: 3 clusters Score -3.289802e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245515 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -32898740.000000 Penalty: 6204.670410
	Iteration 23Q: 3 clusters Score -3.289874e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246518 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -32899568.000000 Penalty: 6204.670410
	Iteration 24Q: 3 clusters Score -3.289957e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247366 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -32900484.000000 Penalty: 6204.670410
	Iteration 25Q: 3 clusters Score -3.290048e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248078 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -32901424.000000 Penalty: 6204.670410
	Iteration 26Q: 3 clusters Score -3.290142e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248726 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -32902536.000000 Penalty: 6204.670410
	Iteration 27Q: 3 clusters Score -3.290254e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249221 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -32904312.000000 Penalty: 6204.670410
	Iteration 28Q: 3 clusters Score -3.290431e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249535 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -32906912.000000 Penalty: 6204.670410
	Iteration 29Q: 3 clusters Score -3.290691e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249481 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -32909728.000000 Penalty: 6204.670410
	Iteration 30Q: 3 clusters Score -3.290973e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249110 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -32911612.000000 Penalty: 6204.670410
	Iteration 31Q: 3 clusters Score -3.291161e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248519 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -32912380.000000 Penalty: 6204.670410
	Iteration 32Q: 3 clusters Score -3.291238e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247937 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -32912866.000000 Penalty: 6204.670410
	Iteration 33Q: 3 clusters Score -3.291287e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247456 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -32913124.000000 Penalty: 6204.670410
	Iteration 34Q: 3 clusters Score -3.291312e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247116 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -32913264.000000 Penalty: 6204.670410
	Iteration 35Q: 3 clusters Score -3.291326e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246868 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -32913338.000000 Penalty: 6204.670410
	Iteration 36Q: 3 clusters Score -3.291334e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246675 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -32913346.000000 Penalty: 6204.670410
	Iteration 37Q: 3 clusters Score -3.291335e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246527 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -32913366.000000 Penalty: 6204.670410
	Iteration 38Q: 3 clusters Score -3.291337e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246427 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -32913346.000000 Penalty: 6204.670410
	Iteration 39Q: 3 clusters Score -3.291335e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246350 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -32914220.000000 Penalty: 6204.670410
	Iteration 40F: 3 clusters Score -3.291422e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245624 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -32914920.000000 Penalty: 6204.670410
	Iteration 41Q: 3 clusters Score -3.291492e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245013 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -32915060.000000 Penalty: 6204.670410
	Iteration 42Q: 3 clusters Score -3.291506e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244511 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -32915214.000000 Penalty: 6204.670410
	Iteration 43Q: 3 clusters Score -3.291521e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244108 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -32915362.000000 Penalty: 6204.670410
	Iteration 44Q: 3 clusters Score -3.291536e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243800 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -32915434.000000 Penalty: 6204.670410
	Iteration 45Q: 3 clusters Score -3.291543e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243537 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -32915522.000000 Penalty: 6204.670410
	Iteration 46Q: 3 clusters Score -3.291552e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243335 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -32915536.000000 Penalty: 6204.670410
	Iteration 47Q: 3 clusters Score -3.291554e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243181 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -32915590.000000 Penalty: 6204.670410
	Iteration 48Q: 3 clusters Score -3.291559e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243059 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -32915632.000000 Penalty: 6204.670410
	Iteration 49Q: 3 clusters Score -3.291563e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242973 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -32915638.000000 Penalty: 6204.670410
	Iteration 50Q: 3 clusters Score -3.291564e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242905 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -32915624.000000 Penalty: 6204.670410
	Iteration 51Q: 3 clusters Score -3.291562e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242860 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -32915608.000000 Penalty: 6204.670410
	Iteration 52Q: 3 clusters Score -3.291561e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242828 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -32915628.000000 Penalty: 6204.670410
	Iteration 53Q: 3 clusters Score -3.291563e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242793 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -32915632.000000 Penalty: 6204.670410
	Iteration 54Q: 3 clusters Score -3.291563e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242768 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -32915634.000000 Penalty: 6204.670410
	Iteration 55Q: 3 clusters Score -3.291563e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242747 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -32915654.000000 Penalty: 6204.670410
	Iteration 56Q: 3 clusters Score -3.291565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242730 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -32915660.000000 Penalty: 6204.670410
	Iteration 57Q: 3 clusters Score -3.291566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242718 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -32915656.000000 Penalty: 6204.670410
	Iteration 58Q: 3 clusters Score -3.291566e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242707 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -32915662.000000 Penalty: 6204.670410
	Iteration 59Q: 3 clusters Score -3.291566e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242689 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -32915676.000000 Penalty: 6204.670410
	Iteration 60F: 3 clusters Score -3.291568e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242679 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -32915672.000000 Penalty: 6204.670410
	Iteration 61Q: 3 clusters Score -3.291567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242671 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -32915662.000000 Penalty: 6204.670410
	Iteration 62Q: 3 clusters Score -3.291566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242665 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -32915670.000000 Penalty: 6204.670410
	Iteration 63Q: 3 clusters Score -3.291567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242660 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -32915672.000000 Penalty: 6204.670410
	Iteration 64Q: 3 clusters Score -3.291567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242654 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -32915674.000000 Penalty: 6204.670410
	Iteration 65Q: 3 clusters Score -3.291567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242647 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -32915668.000000 Penalty: 6204.670410
	Iteration 66Q: 3 clusters Score -3.291567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242642 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -32915668.000000 Penalty: 6204.670410
	Iteration 67Q: 3 clusters Score -3.291567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242637 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -32915670.000000 Penalty: 6204.670410
	Iteration 68Q: 3 clusters Score -3.291567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242632 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -32915678.000000 Penalty: 6204.670410
	Iteration 69Q: 3 clusters Score -3.291568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242623 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -32915670.000000 Penalty: 6204.670410
	Iteration 70Q: 3 clusters Score -3.291567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242617 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -32915664.000000 Penalty: 6204.670410
	Iteration 71Q: 3 clusters Score -3.291566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242610 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -32915682.000000 Penalty: 6204.670410
	Iteration 72Q: 3 clusters Score -3.291568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242603 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -32915698.000000 Penalty: 6204.670410
	Iteration 73Q: 3 clusters Score -3.29157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242600 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -32915678.000000 Penalty: 6204.670410
	Iteration 74Q: 3 clusters Score -3.291568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242595 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -32915680.000000 Penalty: 6204.670410
	Iteration 75Q: 3 clusters Score -3.291568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242591 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -32915686.000000 Penalty: 6204.670410
	Iteration 76Q: 3 clusters Score -3.291569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242590 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -32915692.000000 Penalty: 6204.670410
	Iteration 77Q: 3 clusters Score -3.291569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242588 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -32915682.000000 Penalty: 6204.670410
	Iteration 78Q: 3 clusters Score -3.291568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242587 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -32915694.000000 Penalty: 6204.670410
	Iteration 79Q: 3 clusters Score -3.291569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242586 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -32915696.000000 Penalty: 6204.670410
	Iteration 80F: 3 clusters Score -3.29157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 3653 members 
Mstep: Class 4 contains 19386 members 
Mstep: Class 5 contains 7745 members 
Mstep: Class 6 contains 20332 members 
Mstep: Class 7 contains 242586 members 
Mstep: Class 8 contains 8040 members 
Mstep: Class 9 contains 40201 members 
Mstep: Class 10 contains 166299 members 
Mstep: Class 11 contains 8569 members 
Mstep: Class 12 contains 66312 members 
Mstep: Class 13 contains 2359 members 
Mstep: Class 14 contains 161129 members 
Mstep: Class 15 contains 60484 members 
Mstep: Class 16 contains 7951 members 
Mstep: Class 17 contains 3288 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 41134 members 
Mstep: Class 20 contains 37897 members 
Mstep: Class 21 contains 275220 members 
Mstep: Class 22 contains 108488 members 
Mstep: Class 23 contains 28290 members 
Entering Unmasked Estep 
Score: -158394512.000000 Penalty: 80441.695312
Splitting cluster 7 changes total score from -158370512.000000 to -158394512.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (8040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Entering Unmasked Estep 
Score: -980943.000000 Penalty: 2230.061768
	Iteration 0F: 2 clusters Score -980943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -974499.437500 Penalty: 4460.123535
	Iteration 0F: 3 clusters Score -974499.4 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -976346.375000 Penalty: 4460.123535
	Iteration 1F: 3 clusters Score -976346.4 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -976639.562500 Penalty: 4460.123535
	Iteration 2F: 3 clusters Score -976639.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -976815.687500 Penalty: 4460.123535
	Iteration 3Q: 3 clusters Score -976815.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -976933.812500 Penalty: 4460.123535
	Iteration 4Q: 3 clusters Score -976933.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -977043.937500 Penalty: 4460.123535
	Iteration 5Q: 3 clusters Score -977043.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -977158.562500 Penalty: 4460.123535
	Iteration 6Q: 3 clusters Score -977158.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -977268.000000 Penalty: 4460.123535
	Iteration 7Q: 3 clusters Score -977268 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -977368.562500 Penalty: 4460.123535
	Iteration 8Q: 3 clusters Score -977368.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -977474.062500 Penalty: 4460.123535
	Iteration 9Q: 3 clusters Score -977474.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -977565.125000 Penalty: 4460.123535
	Iteration 10Q: 3 clusters Score -977565.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -977666.812500 Penalty: 4460.123535
	Iteration 11Q: 3 clusters Score -977666.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -977781.750000 Penalty: 4460.123535
	Iteration 12Q: 3 clusters Score -977781.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -977899.625000 Penalty: 4460.123535
	Iteration 13Q: 3 clusters Score -977899.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -978011.000000 Penalty: 4460.123535
	Iteration 14Q: 3 clusters Score -978011 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -978101.687500 Penalty: 4460.123535
	Iteration 15Q: 3 clusters Score -978101.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -978200.000000 Penalty: 4460.123535
	Iteration 16Q: 3 clusters Score -978200 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -978298.437500 Penalty: 4460.123535
	Iteration 17Q: 3 clusters Score -978298.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -978385.750000 Penalty: 4460.123535
	Iteration 18Q: 3 clusters Score -978385.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -978459.500000 Penalty: 4460.123535
	Iteration 19Q: 3 clusters Score -978459.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -978539.750000 Penalty: 4460.123535
	Iteration 20F: 3 clusters Score -978539.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -978607.937500 Penalty: 4460.123535
	Iteration 21Q: 3 clusters Score -978607.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -978674.187500 Penalty: 4460.123535
	Iteration 22Q: 3 clusters Score -978674.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -978728.500000 Penalty: 4460.123535
	Iteration 23Q: 3 clusters Score -978728.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -978772.750000 Penalty: 4460.123535
	Iteration 24Q: 3 clusters Score -978772.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -978799.500000 Penalty: 4460.123535
	Iteration 25Q: 3 clusters Score -978799.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -978825.562500 Penalty: 4460.123535
	Iteration 26Q: 3 clusters Score -978825.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -978845.375000 Penalty: 4460.123535
	Iteration 27Q: 3 clusters Score -978845.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -978860.562500 Penalty: 4460.123535
	Iteration 28Q: 3 clusters Score -978860.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -978876.437500 Penalty: 4460.123535
	Iteration 29Q: 3 clusters Score -978876.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -978887.000000 Penalty: 4460.123535
	Iteration 30Q: 3 clusters Score -978887 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -978904.187500 Penalty: 4460.123535
	Iteration 31Q: 3 clusters Score -978904.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -978923.000000 Penalty: 4460.123535
	Iteration 32Q: 3 clusters Score -978923 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -978951.062500 Penalty: 4460.123535
	Iteration 33Q: 3 clusters Score -978951.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -978981.312500 Penalty: 4460.123535
	Iteration 34Q: 3 clusters Score -978981.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -979001.812500 Penalty: 4460.123535
	Iteration 35Q: 3 clusters Score -979001.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -979023.250000 Penalty: 4460.123535
	Iteration 36Q: 3 clusters Score -979023.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -979039.250000 Penalty: 4460.123535
	Iteration 37Q: 3 clusters Score -979039.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -979049.187500 Penalty: 4460.123535
	Iteration 38Q: 3 clusters Score -979049.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -979060.375000 Penalty: 4460.123535
	Iteration 39Q: 3 clusters Score -979060.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -979071.625000 Penalty: 4460.123535
	Iteration 40F: 3 clusters Score -979071.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -979077.937500 Penalty: 4460.123535
	Iteration 41Q: 3 clusters Score -979077.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -979085.750000 Penalty: 4460.123535
	Iteration 42Q: 3 clusters Score -979085.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -979084.437500 Penalty: 4460.123535
	Iteration 43Q: 3 clusters Score -979084.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -979087.312500 Penalty: 4460.123535
	Iteration 44Q: 3 clusters Score -979087.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -979094.000000 Penalty: 4460.123535
	Iteration 45Q: 3 clusters Score -979094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -979097.437500 Penalty: 4460.123535
	Iteration 46Q: 3 clusters Score -979097.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -979099.125000 Penalty: 4460.123535
	Iteration 47Q: 3 clusters Score -979099.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -979101.437500 Penalty: 4460.123535
	Iteration 48Q: 3 clusters Score -979101.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -979104.000000 Penalty: 4460.123535
	Iteration 49Q: 3 clusters Score -979104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -979103.812500 Penalty: 4460.123535
	Iteration 50Q: 3 clusters Score -979103.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -979104.375000 Penalty: 4460.123535
	Iteration 51Q: 3 clusters Score -979104.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -979102.687500 Penalty: 4460.123535
	Iteration 52Q: 3 clusters Score -979102.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -979104.562500 Penalty: 4460.123535
	Iteration 53Q: 3 clusters Score -979104.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -979106.062500 Penalty: 4460.123535
	Iteration 54Q: 3 clusters Score -979106.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -979106.187500 Penalty: 4460.123535
	Iteration 55Q: 3 clusters Score -979106.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -979107.187500 Penalty: 4460.123535
	Iteration 56Q: 3 clusters Score -979107.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -979106.750000 Penalty: 4460.123535
	Iteration 57Q: 3 clusters Score -979106.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -979107.437500 Penalty: 4460.123535
	Iteration 58Q: 3 clusters Score -979107.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -979109.500000 Penalty: 4460.123535
	Iteration 59Q: 3 clusters Score -979109.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -979108.562500 Penalty: 4460.123535
	Iteration 60F: 3 clusters Score -979108.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -979109.312500 Penalty: 4460.123535
	Iteration 61Q: 3 clusters Score -979109.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -979108.062500 Penalty: 4460.123535
	Iteration 62Q: 3 clusters Score -979108.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -979108.062500 Penalty: 4460.123535
	Iteration 63F: 3 clusters Score -979108.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Entering Unmasked Estep 
Score: -4586451.000000 Penalty: 2629.208496
	Iteration 0F: 2 clusters Score -4586451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -4559306.000000 Penalty: 5258.416992
	Iteration 0F: 3 clusters Score -4559306 nChanged 18500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -4570082.000000 Penalty: 5258.416992
	Iteration 1F: 3 clusters Score -4570082 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -4571023.000000 Penalty: 5258.416992
	Iteration 2F: 3 clusters Score -4571023 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -4572127.500000 Penalty: 5258.416992
	Iteration 3F: 3 clusters Score -4572128 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -4573519.000000 Penalty: 5258.416992
	Iteration 4F: 3 clusters Score -4573519 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -4575196.000000 Penalty: 5258.416992
	Iteration 5F: 3 clusters Score -4575196 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -4577061.500000 Penalty: 5258.416992
	Iteration 6F: 3 clusters Score -4577062 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -4578794.000000 Penalty: 5258.416992
	Iteration 7F: 3 clusters Score -4578794 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -4580208.500000 Penalty: 5258.416992
	Iteration 8Q: 3 clusters Score -4580208 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -4581405.500000 Penalty: 5258.416992
	Iteration 9Q: 3 clusters Score -4581406 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -4582280.500000 Penalty: 5258.416992
	Iteration 10Q: 3 clusters Score -4582280 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -4582915.000000 Penalty: 5258.416992
	Iteration 11Q: 3 clusters Score -4582915 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -4583419.500000 Penalty: 5258.416992
	Iteration 12Q: 3 clusters Score -4583420 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -4583808.500000 Penalty: 5258.416992
	Iteration 13Q: 3 clusters Score -4583808 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -4584099.000000 Penalty: 5258.416992
	Iteration 14Q: 3 clusters Score -4584099 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -4584331.500000 Penalty: 5258.416992
	Iteration 15Q: 3 clusters Score -4584332 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -4584538.500000 Penalty: 5258.416992
	Iteration 16Q: 3 clusters Score -4584538 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -4584710.000000 Penalty: 5258.416992
	Iteration 17Q: 3 clusters Score -4584710 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -4584859.000000 Penalty: 5258.416992
	Iteration 18Q: 3 clusters Score -4584859 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -4584973.500000 Penalty: 5258.416992
	Iteration 19Q: 3 clusters Score -4584974 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4585066.500000 Penalty: 5258.416992
	Iteration 20F: 3 clusters Score -4585066 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -4585159.000000 Penalty: 5258.416992
	Iteration 21Q: 3 clusters Score -4585159 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -4585253.000000 Penalty: 5258.416992
	Iteration 22Q: 3 clusters Score -4585253 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -4585311.000000 Penalty: 5258.416992
	Iteration 23Q: 3 clusters Score -4585311 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4585350.000000 Penalty: 5258.416992
	Iteration 24Q: 3 clusters Score -4585350 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -4585401.000000 Penalty: 5258.416992
	Iteration 25Q: 3 clusters Score -4585401 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4585424.500000 Penalty: 5258.416992
	Iteration 26Q: 3 clusters Score -4585424 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -4585440.000000 Penalty: 5258.416992
	Iteration 27Q: 3 clusters Score -4585440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4585457.000000 Penalty: 5258.416992
	Iteration 28Q: 3 clusters Score -4585457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -4585464.000000 Penalty: 5258.416992
	Iteration 29Q: 3 clusters Score -4585464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -4585469.000000 Penalty: 5258.416992
	Iteration 30Q: 3 clusters Score -4585469 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -4585472.500000 Penalty: 5258.416992
	Iteration 31Q: 3 clusters Score -4585472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4585475.500000 Penalty: 5258.416992
	Iteration 32Q: 3 clusters Score -4585476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4585472.000000 Penalty: 5258.416992
	Iteration 33Q: 3 clusters Score -4585472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -4585481.000000 Penalty: 5258.416992
	Iteration 34Q: 3 clusters Score -4585481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -4585485.000000 Penalty: 5258.416992
	Iteration 35Q: 3 clusters Score -4585485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -4585488.500000 Penalty: 5258.416992
	Iteration 36Q: 3 clusters Score -4585488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4585497.000000 Penalty: 5258.416992
	Iteration 37Q: 3 clusters Score -4585497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4585495.500000 Penalty: 5258.416992
	Iteration 38Q: 3 clusters Score -4585496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -4585494.000000 Penalty: 5258.416992
	Iteration 39Q: 3 clusters Score -4585494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4585493.000000 Penalty: 5258.416992
	Iteration 40F: 3 clusters Score -4585493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -4585491.500000 Penalty: 5258.416992
	Iteration 41Q: 3 clusters Score -4585492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4585500.500000 Penalty: 5258.416992
	Iteration 42Q: 3 clusters Score -4585500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4585505.000000 Penalty: 5258.416992
	Iteration 43Q: 3 clusters Score -4585505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4585504.500000 Penalty: 5258.416992
	Iteration 44Q: 3 clusters Score -4585504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -4585503.500000 Penalty: 5258.416992
	Iteration 45Q: 3 clusters Score -4585504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -4585506.500000 Penalty: 5258.416992
	Iteration 46Q: 3 clusters Score -4585506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4585511.500000 Penalty: 5258.416992
	Iteration 47Q: 3 clusters Score -4585512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -4585529.500000 Penalty: 5258.416992
	Iteration 48Q: 3 clusters Score -4585530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4585523.000000 Penalty: 5258.416992
	Iteration 49Q: 3 clusters Score -4585523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4585531.500000 Penalty: 5258.416992
	Iteration 50Q: 3 clusters Score -4585532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4585531.500000 Penalty: 5258.416992
	Iteration 51Q: 3 clusters Score -4585532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4585533.500000 Penalty: 5258.416992
	Iteration 52Q: 3 clusters Score -4585534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4585535.500000 Penalty: 5258.416992
	Iteration 53Q: 3 clusters Score -4585536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -4585536.500000 Penalty: 5258.416992
	Iteration 54Q: 3 clusters Score -4585536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -4585537.000000 Penalty: 5258.416992
	Iteration 55Q: 3 clusters Score -4585537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -4585539.500000 Penalty: 5258.416992
	Iteration 56Q: 3 clusters Score -4585540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -4585540.500000 Penalty: 5258.416992
	Iteration 57Q: 3 clusters Score -4585540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -4585545.000000 Penalty: 5258.416992
	Iteration 58Q: 3 clusters Score -4585545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4585541.000000 Penalty: 5258.416992
	Iteration 59Q: 3 clusters Score -4585541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4585546.500000 Penalty: 5258.416992
	Iteration 60F: 3 clusters Score -4585546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4585545.000000 Penalty: 5258.416992
	Iteration 61Q: 3 clusters Score -4585545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4585541.000000 Penalty: 5258.416992
	Iteration 62Q: 3 clusters Score -4585541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4585542.000000 Penalty: 5258.416992
	Iteration 63Q: 3 clusters Score -4585542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4585541.500000 Penalty: 5258.416992
	Iteration 64Q: 3 clusters Score -4585542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4585543.500000 Penalty: 5258.416992
	Iteration 65Q: 3 clusters Score -4585544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4585542.000000 Penalty: 5258.416992
	Iteration 66Q: 3 clusters Score -4585542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4585545.500000 Penalty: 5258.416992
	Iteration 67Q: 3 clusters Score -4585546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4585542.500000 Penalty: 5258.416992
	Iteration 68Q: 3 clusters Score -4585542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -4585545.000000 Penalty: 5258.416992
	Iteration 69Q: 3 clusters Score -4585545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4585546.500000 Penalty: 5258.416992
	Iteration 70Q: 3 clusters Score -4585546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -4585543.500000 Penalty: 5258.416992
	Iteration 71Q: 3 clusters Score -4585544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -4585543.500000 Penalty: 5258.416992
	Iteration 72F: 3 clusters Score -4585544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (166299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166299 members 
Entering Unmasked Estep 
Score: -20284990.000000 Penalty: 2981.342529
	Iteration 0F: 2 clusters Score -2.028499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83472 members 
Mstep: Class 2 contains 82827 members 
Entering Unmasked Estep 
Score: -20174524.000000 Penalty: 5962.685059
	Iteration 0F: 3 clusters Score -2.017452e+07 nChanged 79627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89453 members 
Mstep: Class 2 contains 76846 members 
Entering Unmasked Estep 
Score: -20221220.000000 Penalty: 5962.685059
	Iteration 1F: 3 clusters Score -2.022122e+07 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94155 members 
Mstep: Class 2 contains 72144 members 
Entering Unmasked Estep 
Score: -20223676.000000 Penalty: 5962.685059
	Iteration 2Q: 3 clusters Score -2.022368e+07 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101185 members 
Mstep: Class 2 contains 65114 members 
Entering Unmasked Estep 
Score: -20228250.000000 Penalty: 5962.685059
	Iteration 3F: 3 clusters Score -2.022825e+07 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110824 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -20235724.000000 Penalty: 5962.685059
	Iteration 4F: 3 clusters Score -2.023572e+07 nChanged 13316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122368 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -20246220.000000 Penalty: 5962.685059
	Iteration 5F: 3 clusters Score -2.024622e+07 nChanged 13269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134061 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -20257032.000000 Penalty: 5962.685059
	Iteration 6F: 3 clusters Score -2.025703e+07 nChanged 11250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144235 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -20266474.000000 Penalty: 5962.685059
	Iteration 7F: 3 clusters Score -2.026647e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151707 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -20273552.000000 Penalty: 5962.685059
	Iteration 8Q: 3 clusters Score -2.027355e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156344 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -20277984.000000 Penalty: 5962.685059
	Iteration 9Q: 3 clusters Score -2.027798e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158873 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -20280502.000000 Penalty: 5962.685059
	Iteration 10Q: 3 clusters Score -2.02805e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160047 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -20281970.000000 Penalty: 5962.685059
	Iteration 11Q: 3 clusters Score -2.028197e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160607 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -20282898.000000 Penalty: 5962.685059
	Iteration 12Q: 3 clusters Score -2.02829e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160907 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -20283484.000000 Penalty: 5962.685059
	Iteration 13Q: 3 clusters Score -2.028348e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161059 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -20283884.000000 Penalty: 5962.685059
	Iteration 14Q: 3 clusters Score -2.028388e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161168 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -20284174.000000 Penalty: 5962.685059
	Iteration 15Q: 3 clusters Score -2.028417e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161238 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -20284396.000000 Penalty: 5962.685059
	Iteration 16Q: 3 clusters Score -2.02844e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161261 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -20284474.000000 Penalty: 5962.685059
	Iteration 17Q: 3 clusters Score -2.028447e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161259 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -20284542.000000 Penalty: 5962.685059
	Iteration 18Q: 3 clusters Score -2.028454e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161256 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -20284636.000000 Penalty: 5962.685059
	Iteration 19Q: 3 clusters Score -2.028464e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161258 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -20284688.000000 Penalty: 5962.685059
	Iteration 20F: 3 clusters Score -2.028469e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161265 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -20284696.000000 Penalty: 5962.685059
	Iteration 21Q: 3 clusters Score -2.02847e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161259 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -20284732.000000 Penalty: 5962.685059
	Iteration 22Q: 3 clusters Score -2.028473e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161257 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -20284762.000000 Penalty: 5962.685059
	Iteration 23Q: 3 clusters Score -2.028476e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161256 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -20284808.000000 Penalty: 5962.685059
	Iteration 24Q: 3 clusters Score -2.028481e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161254 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -20284790.000000 Penalty: 5962.685059
	Iteration 25Q: 3 clusters Score -2.028479e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161250 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -20284792.000000 Penalty: 5962.685059
	Iteration 26Q: 3 clusters Score -2.028479e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161233 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -20284800.000000 Penalty: 5962.685059
	Iteration 27Q: 3 clusters Score -2.02848e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161220 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -20284780.000000 Penalty: 5962.685059
	Iteration 28Q: 3 clusters Score -2.028478e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161215 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -20284800.000000 Penalty: 5962.685059
	Iteration 29Q: 3 clusters Score -2.02848e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161208 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -20284802.000000 Penalty: 5962.685059
	Iteration 30Q: 3 clusters Score -2.02848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161206 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -20284782.000000 Penalty: 5962.685059
	Iteration 31Q: 3 clusters Score -2.028478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161207 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -20284784.000000 Penalty: 5962.685059
	Iteration 32Q: 3 clusters Score -2.028478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161207 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -20284790.000000 Penalty: 5962.685059
	Iteration 33Q: 3 clusters Score -2.028479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161203 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -20284798.000000 Penalty: 5962.685059
	Iteration 34Q: 3 clusters Score -2.02848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161198 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -20284788.000000 Penalty: 5962.685059
	Iteration 35Q: 3 clusters Score -2.028479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161195 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -20284800.000000 Penalty: 5962.685059
	Iteration 36Q: 3 clusters Score -2.02848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161190 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -20284774.000000 Penalty: 5962.685059
	Iteration 37Q: 3 clusters Score -2.028477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161187 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -20284788.000000 Penalty: 5962.685059
	Iteration 38Q: 3 clusters Score -2.028479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161183 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -20284800.000000 Penalty: 5962.685059
	Iteration 39Q: 3 clusters Score -2.02848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161182 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -20284792.000000 Penalty: 5962.685059
	Iteration 40F: 3 clusters Score -2.028479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161182 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -20284780.000000 Penalty: 5962.685059
	Iteration 41Q: 3 clusters Score -2.028478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161184 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -20284776.000000 Penalty: 5962.685059
	Iteration 42Q: 3 clusters Score -2.028478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161182 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -20284786.000000 Penalty: 5962.685059
	Iteration 43Q: 3 clusters Score -2.028479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161183 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -20284794.000000 Penalty: 5962.685059
	Iteration 44Q: 3 clusters Score -2.028479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161186 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -20284796.000000 Penalty: 5962.685059
	Iteration 45Q: 3 clusters Score -2.02848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161189 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -20284798.000000 Penalty: 5962.685059
	Iteration 46Q: 3 clusters Score -2.02848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161194 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -20284786.000000 Penalty: 5962.685059
	Iteration 47Q: 3 clusters Score -2.028479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161197 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -20284776.000000 Penalty: 5962.685059
	Iteration 48Q: 3 clusters Score -2.028478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161198 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -20284784.000000 Penalty: 5962.685059
	Iteration 49Q: 3 clusters Score -2.028478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161198 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -20284784.000000 Penalty: 5962.685059
	Iteration 50F: 3 clusters Score -2.028478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Entering Unmasked Estep 
Score: -987565.125000 Penalty: 2245.864746
	Iteration 0F: 2 clusters Score -987565.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -980802.187500 Penalty: 4491.729492
	Iteration 0F: 3 clusters Score -980802.2 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -982714.937500 Penalty: 4491.729492
	Iteration 1F: 3 clusters Score -982714.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -983039.437500 Penalty: 4491.729492
	Iteration 2F: 3 clusters Score -983039.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -983296.937500 Penalty: 4491.729492
	Iteration 3F: 3 clusters Score -983296.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -983557.562500 Penalty: 4491.729492
	Iteration 4Q: 3 clusters Score -983557.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -983821.500000 Penalty: 4491.729492
	Iteration 5Q: 3 clusters Score -983821.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -984074.125000 Penalty: 4491.729492
	Iteration 6Q: 3 clusters Score -984074.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -984302.750000 Penalty: 4491.729492
	Iteration 7Q: 3 clusters Score -984302.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -984493.062500 Penalty: 4491.729492
	Iteration 8Q: 3 clusters Score -984493.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -984625.875000 Penalty: 4491.729492
	Iteration 9Q: 3 clusters Score -984625.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -984729.750000 Penalty: 4491.729492
	Iteration 10Q: 3 clusters Score -984729.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -984821.000000 Penalty: 4491.729492
	Iteration 11Q: 3 clusters Score -984821 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -984916.562500 Penalty: 4491.729492
	Iteration 12Q: 3 clusters Score -984916.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -985023.562500 Penalty: 4491.729492
	Iteration 13Q: 3 clusters Score -985023.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -985169.062500 Penalty: 4491.729492
	Iteration 14Q: 3 clusters Score -985169.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -985320.687500 Penalty: 4491.729492
	Iteration 15Q: 3 clusters Score -985320.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -985461.875000 Penalty: 4491.729492
	Iteration 16Q: 3 clusters Score -985461.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -985598.437500 Penalty: 4491.729492
	Iteration 17Q: 3 clusters Score -985598.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -985715.375000 Penalty: 4491.729492
	Iteration 18Q: 3 clusters Score -985715.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -985824.875000 Penalty: 4491.729492
	Iteration 19Q: 3 clusters Score -985824.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -985931.750000 Penalty: 4491.729492
	Iteration 20F: 3 clusters Score -985931.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -986017.812500 Penalty: 4491.729492
	Iteration 21Q: 3 clusters Score -986017.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -986086.687500 Penalty: 4491.729492
	Iteration 22Q: 3 clusters Score -986086.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -986159.625000 Penalty: 4491.729492
	Iteration 23Q: 3 clusters Score -986159.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -986207.562500 Penalty: 4491.729492
	Iteration 24Q: 3 clusters Score -986207.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -986240.312500 Penalty: 4491.729492
	Iteration 25Q: 3 clusters Score -986240.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -986258.437500 Penalty: 4491.729492
	Iteration 26Q: 3 clusters Score -986258.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -986266.312500 Penalty: 4491.729492
	Iteration 27Q: 3 clusters Score -986266.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -986273.125000 Penalty: 4491.729492
	Iteration 28Q: 3 clusters Score -986273.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -986277.937500 Penalty: 4491.729492
	Iteration 29Q: 3 clusters Score -986277.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -986282.062500 Penalty: 4491.729492
	Iteration 30Q: 3 clusters Score -986282.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -986281.062500 Penalty: 4491.729492
	Iteration 31Q: 3 clusters Score -986281.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -986281.625000 Penalty: 4491.729492
	Iteration 32Q: 3 clusters Score -986281.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -986283.750000 Penalty: 4491.729492
	Iteration 33Q: 3 clusters Score -986283.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -986284.875000 Penalty: 4491.729492
	Iteration 34Q: 3 clusters Score -986284.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -986283.625000 Penalty: 4491.729492
	Iteration 35Q: 3 clusters Score -986283.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -986283.312500 Penalty: 4491.729492
	Iteration 36Q: 3 clusters Score -986283.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -986284.750000 Penalty: 4491.729492
	Iteration 37Q: 3 clusters Score -986284.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -986284.750000 Penalty: 4491.729492
	Iteration 38F: 3 clusters Score -986284.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (66312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66312 members 
Entering Unmasked Estep 
Score: -8135970.000000 Penalty: 2753.327393
	Iteration 0F: 2 clusters Score -8135970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -8091429.500000 Penalty: 5506.654785
	Iteration 0F: 3 clusters Score -8091430 nChanged 30859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -8108708.500000 Penalty: 5506.654785
	Iteration 1F: 3 clusters Score -8108708 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -8109322.000000 Penalty: 5506.654785
	Iteration 2Q: 3 clusters Score -8109322 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -8109939.500000 Penalty: 5506.654785
	Iteration 3Q: 3 clusters Score -8109940 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -8110616.000000 Penalty: 5506.654785
	Iteration 4Q: 3 clusters Score -8110616 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -8111334.000000 Penalty: 5506.654785
	Iteration 5Q: 3 clusters Score -8111334 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -8112244.500000 Penalty: 5506.654785
	Iteration 6Q: 3 clusters Score -8112244 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -8113496.500000 Penalty: 5506.654785
	Iteration 7Q: 3 clusters Score -8113496 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -8115069.000000 Penalty: 5506.654785
	Iteration 8F: 3 clusters Score -8115069 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -8117110.500000 Penalty: 5506.654785
	Iteration 9F: 3 clusters Score -8117110 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -8119649.000000 Penalty: 5506.654785
	Iteration 10F: 3 clusters Score -8119649 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -8122510.500000 Penalty: 5506.654785
	Iteration 11F: 3 clusters Score -8122510 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53548 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -8125162.500000 Penalty: 5506.654785
	Iteration 12F: 3 clusters Score -8125162 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56585 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -8127320.500000 Penalty: 5506.654785
	Iteration 13Q: 3 clusters Score -8127320 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59020 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -8129084.500000 Penalty: 5506.654785
	Iteration 14Q: 3 clusters Score -8129084 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60919 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -8130450.000000 Penalty: 5506.654785
	Iteration 15Q: 3 clusters Score -8130450 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62338 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -8131432.500000 Penalty: 5506.654785
	Iteration 16Q: 3 clusters Score -8131432 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63315 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -8132102.000000 Penalty: 5506.654785
	Iteration 17Q: 3 clusters Score -8132102 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63966 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8132498.000000 Penalty: 5506.654785
	Iteration 18Q: 3 clusters Score -8132498 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64413 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -8132832.000000 Penalty: 5506.654785
	Iteration 19Q: 3 clusters Score -8132832 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -8133032.000000 Penalty: 5506.654785
	Iteration 20F: 3 clusters Score -8133032 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65030 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -8133201.500000 Penalty: 5506.654785
	Iteration 21Q: 3 clusters Score -8133202 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -8133318.500000 Penalty: 5506.654785
	Iteration 22Q: 3 clusters Score -8133318 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65274 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -8133387.000000 Penalty: 5506.654785
	Iteration 23Q: 3 clusters Score -8133387 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65351 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8133431.500000 Penalty: 5506.654785
	Iteration 24Q: 3 clusters Score -8133432 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65416 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8133474.500000 Penalty: 5506.654785
	Iteration 25Q: 3 clusters Score -8133474 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65461 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8133491.500000 Penalty: 5506.654785
	Iteration 26Q: 3 clusters Score -8133492 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65502 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8133534.500000 Penalty: 5506.654785
	Iteration 27Q: 3 clusters Score -8133534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8133541.500000 Penalty: 5506.654785
	Iteration 28Q: 3 clusters Score -8133542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65560 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8133567.500000 Penalty: 5506.654785
	Iteration 29Q: 3 clusters Score -8133568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65579 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8133577.000000 Penalty: 5506.654785
	Iteration 30Q: 3 clusters Score -8133577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65596 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8133599.500000 Penalty: 5506.654785
	Iteration 31Q: 3 clusters Score -8133600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65612 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8133598.500000 Penalty: 5506.654785
	Iteration 32Q: 3 clusters Score -8133598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65619 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8133609.000000 Penalty: 5506.654785
	Iteration 33Q: 3 clusters Score -8133609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65630 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8133617.000000 Penalty: 5506.654785
	Iteration 34Q: 3 clusters Score -8133617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65633 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8133606.500000 Penalty: 5506.654785
	Iteration 35Q: 3 clusters Score -8133606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65635 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8133610.500000 Penalty: 5506.654785
	Iteration 36Q: 3 clusters Score -8133610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65636 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8133614.000000 Penalty: 5506.654785
	Iteration 37Q: 3 clusters Score -8133614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65637 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8133616.000000 Penalty: 5506.654785
	Iteration 38Q: 3 clusters Score -8133616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65639 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8133627.000000 Penalty: 5506.654785
	Iteration 39Q: 3 clusters Score -8133627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65639 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8133628.500000 Penalty: 5506.654785
	Iteration 40F: 3 clusters Score -8133628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65640 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8133628.000000 Penalty: 5506.654785
	Iteration 41Q: 3 clusters Score -8133628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65640 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8133628.000000 Penalty: 5506.654785
	Iteration 42F: 3 clusters Score -8133628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (161129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161129 members 
Entering Unmasked Estep 
Score: -19825702.000000 Penalty: 2973.510254
	Iteration 0F: 2 clusters Score -1.98257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80704 members 
Mstep: Class 2 contains 80425 members 
Entering Unmasked Estep 
Score: -19718816.000000 Penalty: 5947.020508
	Iteration 0F: 3 clusters Score -1.971882e+07 nChanged 77036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81074 members 
Mstep: Class 2 contains 80055 members 
Entering Unmasked Estep 
Score: -19763556.000000 Penalty: 5947.020508
	Iteration 1F: 3 clusters Score -1.976356e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80967 members 
Mstep: Class 2 contains 80162 members 
Entering Unmasked Estep 
Score: -19765722.000000 Penalty: 5947.020508
	Iteration 2Q: 3 clusters Score -1.976572e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80578 members 
Mstep: Class 2 contains 80551 members 
Entering Unmasked Estep 
Score: -19768830.000000 Penalty: 5947.020508
	Iteration 3Q: 3 clusters Score -1.976883e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80010 members 
Mstep: Class 2 contains 81119 members 
Entering Unmasked Estep 
Score: -19772922.000000 Penalty: 5947.020508
	Iteration 4F: 3 clusters Score -1.977292e+07 nChanged 9317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79511 members 
Mstep: Class 2 contains 81618 members 
Entering Unmasked Estep 
Score: -19777728.000000 Penalty: 5947.020508
	Iteration 5F: 3 clusters Score -1.977773e+07 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79334 members 
Mstep: Class 2 contains 81795 members 
Entering Unmasked Estep 
Score: -19782330.000000 Penalty: 5947.020508
	Iteration 6F: 3 clusters Score -1.978233e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79820 members 
Mstep: Class 2 contains 81309 members 
Entering Unmasked Estep 
Score: -19785862.000000 Penalty: 5947.020508
	Iteration 7F: 3 clusters Score -1.978586e+07 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80994 members 
Mstep: Class 2 contains 80135 members 
Entering Unmasked Estep 
Score: -19788798.000000 Penalty: 5947.020508
	Iteration 8Q: 3 clusters Score -1.97888e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82849 members 
Mstep: Class 2 contains 78280 members 
Entering Unmasked Estep 
Score: -19791000.000000 Penalty: 5947.020508
	Iteration 9Q: 3 clusters Score -1.9791e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85497 members 
Mstep: Class 2 contains 75632 members 
Entering Unmasked Estep 
Score: -19792918.000000 Penalty: 5947.020508
	Iteration 10Q: 3 clusters Score -1.979292e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88717 members 
Mstep: Class 2 contains 72412 members 
Entering Unmasked Estep 
Score: -19794198.000000 Penalty: 5947.020508
	Iteration 11Q: 3 clusters Score -1.97942e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92499 members 
Mstep: Class 2 contains 68630 members 
Entering Unmasked Estep 
Score: -19795566.000000 Penalty: 5947.020508
	Iteration 12Q: 3 clusters Score -1.979557e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96951 members 
Mstep: Class 2 contains 64178 members 
Entering Unmasked Estep 
Score: -19797180.000000 Penalty: 5947.020508
	Iteration 13Q: 3 clusters Score -1.979718e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101962 members 
Mstep: Class 2 contains 59167 members 
Entering Unmasked Estep 
Score: -19799028.000000 Penalty: 5947.020508
	Iteration 14Q: 3 clusters Score -1.979903e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107603 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -19801350.000000 Penalty: 5947.020508
	Iteration 15Q: 3 clusters Score -1.980135e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113660 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -19804044.000000 Penalty: 5947.020508
	Iteration 16Q: 3 clusters Score -1.980404e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120071 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -19806916.000000 Penalty: 5947.020508
	Iteration 17Q: 3 clusters Score -1.980692e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126352 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -19809984.000000 Penalty: 5947.020508
	Iteration 18Q: 3 clusters Score -1.980998e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132333 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -19812884.000000 Penalty: 5947.020508
	Iteration 19Q: 3 clusters Score -1.981288e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137709 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -19815594.000000 Penalty: 5947.020508
	Iteration 20F: 3 clusters Score -1.981559e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142306 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -19818018.000000 Penalty: 5947.020508
	Iteration 21Q: 3 clusters Score -1.981802e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146004 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -19819950.000000 Penalty: 5947.020508
	Iteration 22Q: 3 clusters Score -1.981995e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148843 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -19821442.000000 Penalty: 5947.020508
	Iteration 23Q: 3 clusters Score -1.982144e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150927 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -19822380.000000 Penalty: 5947.020508
	Iteration 24Q: 3 clusters Score -1.982238e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152510 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -19823080.000000 Penalty: 5947.020508
	Iteration 25Q: 3 clusters Score -1.982308e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153599 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -19823468.000000 Penalty: 5947.020508
	Iteration 26Q: 3 clusters Score -1.982347e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154380 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -19823752.000000 Penalty: 5947.020508
	Iteration 27Q: 3 clusters Score -1.982375e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154976 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -19823870.000000 Penalty: 5947.020508
	Iteration 28Q: 3 clusters Score -1.982387e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155402 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -19823986.000000 Penalty: 5947.020508
	Iteration 29Q: 3 clusters Score -1.982399e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155744 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -19824094.000000 Penalty: 5947.020508
	Iteration 30Q: 3 clusters Score -1.982409e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156010 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -19824136.000000 Penalty: 5947.020508
	Iteration 31Q: 3 clusters Score -1.982414e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156211 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -19824192.000000 Penalty: 5947.020508
	Iteration 32Q: 3 clusters Score -1.982419e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156355 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -19824226.000000 Penalty: 5947.020508
	Iteration 33Q: 3 clusters Score -1.982423e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156458 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -19824244.000000 Penalty: 5947.020508
	Iteration 34Q: 3 clusters Score -1.982424e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156536 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -19824278.000000 Penalty: 5947.020508
	Iteration 35Q: 3 clusters Score -1.982428e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156612 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -19824294.000000 Penalty: 5947.020508
	Iteration 36Q: 3 clusters Score -1.982429e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156672 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -19824262.000000 Penalty: 5947.020508
	Iteration 37Q: 3 clusters Score -1.982426e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156726 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -19824258.000000 Penalty: 5947.020508
	Iteration 38Q: 3 clusters Score -1.982426e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156767 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -19824272.000000 Penalty: 5947.020508
	Iteration 39Q: 3 clusters Score -1.982427e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156799 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -19824296.000000 Penalty: 5947.020508
	Iteration 40F: 3 clusters Score -1.98243e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156835 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -19824310.000000 Penalty: 5947.020508
	Iteration 41Q: 3 clusters Score -1.982431e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156861 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -19824342.000000 Penalty: 5947.020508
	Iteration 42Q: 3 clusters Score -1.982434e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156884 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -19824340.000000 Penalty: 5947.020508
	Iteration 43Q: 3 clusters Score -1.982434e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156903 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -19824350.000000 Penalty: 5947.020508
	Iteration 44Q: 3 clusters Score -1.982435e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156916 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -19824334.000000 Penalty: 5947.020508
	Iteration 45Q: 3 clusters Score -1.982433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156927 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -19824330.000000 Penalty: 5947.020508
	Iteration 46Q: 3 clusters Score -1.982433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156936 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -19824332.000000 Penalty: 5947.020508
	Iteration 47Q: 3 clusters Score -1.982433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156943 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -19824332.000000 Penalty: 5947.020508
	Iteration 48Q: 3 clusters Score -1.982433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156954 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -19824334.000000 Penalty: 5947.020508
	Iteration 49Q: 3 clusters Score -1.982433e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156965 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -19824338.000000 Penalty: 5947.020508
	Iteration 50Q: 3 clusters Score -1.982434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156976 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -19824330.000000 Penalty: 5947.020508
	Iteration 51Q: 3 clusters Score -1.982433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156981 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -19824324.000000 Penalty: 5947.020508
	Iteration 52Q: 3 clusters Score -1.982432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156983 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -19824324.000000 Penalty: 5947.020508
	Iteration 53Q: 3 clusters Score -1.982432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156985 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -19824304.000000 Penalty: 5947.020508
	Iteration 54Q: 3 clusters Score -1.98243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156987 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -19824304.000000 Penalty: 5947.020508
	Iteration 55Q: 3 clusters Score -1.98243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156989 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -19824320.000000 Penalty: 5947.020508
	Iteration 56Q: 3 clusters Score -1.982432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156992 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -19824328.000000 Penalty: 5947.020508
	Iteration 57Q: 3 clusters Score -1.982433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156997 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -19824316.000000 Penalty: 5947.020508
	Iteration 58Q: 3 clusters Score -1.982432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157006 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -19824328.000000 Penalty: 5947.020508
	Iteration 59Q: 3 clusters Score -1.982433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157013 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -19824328.000000 Penalty: 5947.020508
	Iteration 60F: 3 clusters Score -1.982433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157016 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -19824330.000000 Penalty: 5947.020508
	Iteration 61Q: 3 clusters Score -1.982433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157019 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -19824330.000000 Penalty: 5947.020508
	Iteration 62Q: 3 clusters Score -1.982433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157021 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -19824346.000000 Penalty: 5947.020508
	Iteration 63Q: 3 clusters Score -1.982435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157026 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -19824326.000000 Penalty: 5947.020508
	Iteration 64Q: 3 clusters Score -1.982433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157029 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -19824322.000000 Penalty: 5947.020508
	Iteration 65Q: 3 clusters Score -1.982432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157031 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -19824322.000000 Penalty: 5947.020508
	Iteration 66Q: 3 clusters Score -1.982432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157034 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -19824328.000000 Penalty: 5947.020508
	Iteration 67Q: 3 clusters Score -1.982433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157039 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -19824334.000000 Penalty: 5947.020508
	Iteration 68Q: 3 clusters Score -1.982433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157045 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -19824340.000000 Penalty: 5947.020508
	Iteration 69Q: 3 clusters Score -1.982434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157053 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -19824344.000000 Penalty: 5947.020508
	Iteration 70Q: 3 clusters Score -1.982434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157063 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -19824324.000000 Penalty: 5947.020508
	Iteration 71Q: 3 clusters Score -1.982432e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157077 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -19824332.000000 Penalty: 5947.020508
	Iteration 72Q: 3 clusters Score -1.982433e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157095 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -19824336.000000 Penalty: 5947.020508
	Iteration 73Q: 3 clusters Score -1.982434e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157107 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -19824330.000000 Penalty: 5947.020508
	Iteration 74Q: 3 clusters Score -1.982433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157113 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -19824340.000000 Penalty: 5947.020508
	Iteration 75Q: 3 clusters Score -1.982434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157123 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -19824330.000000 Penalty: 5947.020508
	Iteration 76Q: 3 clusters Score -1.982433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157132 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -19824322.000000 Penalty: 5947.020508
	Iteration 77Q: 3 clusters Score -1.982432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157138 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -19824326.000000 Penalty: 5947.020508
	Iteration 78Q: 3 clusters Score -1.982433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157140 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -19824320.000000 Penalty: 5947.020508
	Iteration 79Q: 3 clusters Score -1.982432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157142 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -19824328.000000 Penalty: 5947.020508
	Iteration 80F: 3 clusters Score -1.982433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157144 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -19824328.000000 Penalty: 5947.020508
	Iteration 81Q: 3 clusters Score -1.982433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157146 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -19824330.000000 Penalty: 5947.020508
	Iteration 82Q: 3 clusters Score -1.982433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157148 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -19824332.000000 Penalty: 5947.020508
	Iteration 83Q: 3 clusters Score -1.982433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157150 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -19824336.000000 Penalty: 5947.020508
	Iteration 84Q: 3 clusters Score -1.982434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157152 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -19824332.000000 Penalty: 5947.020508
	Iteration 85Q: 3 clusters Score -1.982433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157154 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -19824338.000000 Penalty: 5947.020508
	Iteration 86Q: 3 clusters Score -1.982434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157154 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -19824338.000000 Penalty: 5947.020508
	Iteration 87F: 3 clusters Score -1.982434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (60484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60484 members 
Entering Unmasked Estep 
Score: -7223426.000000 Penalty: 2730.513184
	Iteration 0F: 2 clusters Score -7223426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -7182617.500000 Penalty: 5461.026367
	Iteration 0F: 3 clusters Score -7182618 nChanged 28211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -7198186.500000 Penalty: 5461.026367
	Iteration 1F: 3 clusters Score -7198186 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -7198839.000000 Penalty: 5461.026367
	Iteration 2Q: 3 clusters Score -7198839 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -7199646.500000 Penalty: 5461.026367
	Iteration 3Q: 3 clusters Score -7199646 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -7200626.000000 Penalty: 5461.026367
	Iteration 4Q: 3 clusters Score -7200626 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -7201685.000000 Penalty: 5461.026367
	Iteration 5Q: 3 clusters Score -7201685 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -7202907.000000 Penalty: 5461.026367
	Iteration 6Q: 3 clusters Score -7202907 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -7204372.500000 Penalty: 5461.026367
	Iteration 7F: 3 clusters Score -7204372 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -7205727.500000 Penalty: 5461.026367
	Iteration 8F: 3 clusters Score -7205728 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -7207053.500000 Penalty: 5461.026367
	Iteration 9Q: 3 clusters Score -7207054 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -7208265.000000 Penalty: 5461.026367
	Iteration 10Q: 3 clusters Score -7208265 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -7209160.000000 Penalty: 5461.026367
	Iteration 11Q: 3 clusters Score -7209160 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -7209991.500000 Penalty: 5461.026367
	Iteration 12Q: 3 clusters Score -7209992 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -7210722.000000 Penalty: 5461.026367
	Iteration 13Q: 3 clusters Score -7210722 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -7211519.000000 Penalty: 5461.026367
	Iteration 14Q: 3 clusters Score -7211519 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -7212274.000000 Penalty: 5461.026367
	Iteration 15Q: 3 clusters Score -7212274 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -7212860.000000 Penalty: 5461.026367
	Iteration 16Q: 3 clusters Score -7212860 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -7213452.000000 Penalty: 5461.026367
	Iteration 17Q: 3 clusters Score -7213452 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -7213990.000000 Penalty: 5461.026367
	Iteration 18Q: 3 clusters Score -7213990 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -7214470.000000 Penalty: 5461.026367
	Iteration 19Q: 3 clusters Score -7214470 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -7214939.500000 Penalty: 5461.026367
	Iteration 20F: 3 clusters Score -7214940 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -7215372.500000 Penalty: 5461.026367
	Iteration 21Q: 3 clusters Score -7215372 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49209 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -7215775.500000 Penalty: 5461.026367
	Iteration 22Q: 3 clusters Score -7215776 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -7216185.500000 Penalty: 5461.026367
	Iteration 23Q: 3 clusters Score -7216186 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -7216629.500000 Penalty: 5461.026367
	Iteration 24Q: 3 clusters Score -7216630 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -7217099.500000 Penalty: 5461.026367
	Iteration 25Q: 3 clusters Score -7217100 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53335 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -7217554.000000 Penalty: 5461.026367
	Iteration 26Q: 3 clusters Score -7217554 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -7217985.500000 Penalty: 5461.026367
	Iteration 27Q: 3 clusters Score -7217986 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -7218444.000000 Penalty: 5461.026367
	Iteration 28Q: 3 clusters Score -7218444 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -7218858.000000 Penalty: 5461.026367
	Iteration 29Q: 3 clusters Score -7218858 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56680 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -7219269.500000 Penalty: 5461.026367
	Iteration 30Q: 3 clusters Score -7219270 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57340 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -7219644.000000 Penalty: 5461.026367
	Iteration 31Q: 3 clusters Score -7219644 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57920 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -7220043.000000 Penalty: 5461.026367
	Iteration 32Q: 3 clusters Score -7220043 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58404 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -7220313.500000 Penalty: 5461.026367
	Iteration 33Q: 3 clusters Score -7220314 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58745 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -7220521.500000 Penalty: 5461.026367
	Iteration 34Q: 3 clusters Score -7220522 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -7220672.000000 Penalty: 5461.026367
	Iteration 35Q: 3 clusters Score -7220672 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59175 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7220775.000000 Penalty: 5461.026367
	Iteration 36Q: 3 clusters Score -7220775 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7220858.500000 Penalty: 5461.026367
	Iteration 37Q: 3 clusters Score -7220858 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7220917.000000 Penalty: 5461.026367
	Iteration 38Q: 3 clusters Score -7220917 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59468 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7220964.000000 Penalty: 5461.026367
	Iteration 39Q: 3 clusters Score -7220964 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7220998.000000 Penalty: 5461.026367
	Iteration 40F: 3 clusters Score -7220998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59563 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7221043.000000 Penalty: 5461.026367
	Iteration 41Q: 3 clusters Score -7221043 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59591 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -7221048.500000 Penalty: 5461.026367
	Iteration 42Q: 3 clusters Score -7221048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59623 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7221075.000000 Penalty: 5461.026367
	Iteration 43Q: 3 clusters Score -7221075 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7221084.500000 Penalty: 5461.026367
	Iteration 44Q: 3 clusters Score -7221084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59674 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7221108.500000 Penalty: 5461.026367
	Iteration 45Q: 3 clusters Score -7221108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59692 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7221132.000000 Penalty: 5461.026367
	Iteration 46Q: 3 clusters Score -7221132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59705 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7221129.500000 Penalty: 5461.026367
	Iteration 47Q: 3 clusters Score -7221130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7221135.000000 Penalty: 5461.026367
	Iteration 48Q: 3 clusters Score -7221135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59720 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7221135.500000 Penalty: 5461.026367
	Iteration 49Q: 3 clusters Score -7221136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59727 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7221136.000000 Penalty: 5461.026367
	Iteration 50Q: 3 clusters Score -7221136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7221143.500000 Penalty: 5461.026367
	Iteration 51Q: 3 clusters Score -7221144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59734 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7221145.500000 Penalty: 5461.026367
	Iteration 52Q: 3 clusters Score -7221146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59737 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7221144.500000 Penalty: 5461.026367
	Iteration 53Q: 3 clusters Score -7221144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59740 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7221152.000000 Penalty: 5461.026367
	Iteration 54Q: 3 clusters Score -7221152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59743 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7221154.000000 Penalty: 5461.026367
	Iteration 55Q: 3 clusters Score -7221154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -7221153.000000 Penalty: 5461.026367
	Iteration 56Q: 3 clusters Score -7221153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59758 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7221167.500000 Penalty: 5461.026367
	Iteration 57Q: 3 clusters Score -7221168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59770 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7221168.500000 Penalty: 5461.026367
	Iteration 58Q: 3 clusters Score -7221168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7221177.000000 Penalty: 5461.026367
	Iteration 59Q: 3 clusters Score -7221177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59795 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7221190.500000 Penalty: 5461.026367
	Iteration 60F: 3 clusters Score -7221190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59807 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -7221206.000000 Penalty: 5461.026367
	Iteration 61Q: 3 clusters Score -7221206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59815 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7221212.500000 Penalty: 5461.026367
	Iteration 62Q: 3 clusters Score -7221212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7221214.500000 Penalty: 5461.026367
	Iteration 63Q: 3 clusters Score -7221214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -7221217.500000 Penalty: 5461.026367
	Iteration 64Q: 3 clusters Score -7221218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59825 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7221219.000000 Penalty: 5461.026367
	Iteration 65Q: 3 clusters Score -7221219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7221215.000000 Penalty: 5461.026367
	Iteration 66Q: 3 clusters Score -7221215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7221215.000000 Penalty: 5461.026367
	Iteration 67F: 3 clusters Score -7221215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Entering Unmasked Estep 
Score: -914010.875000 Penalty: 2227.301270
	Iteration 0F: 2 clusters Score -914010.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -907746.750000 Penalty: 4454.602539
	Iteration 0F: 3 clusters Score -907746.8 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -909590.937500 Penalty: 4454.602539
	Iteration 1F: 3 clusters Score -909590.9 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -909999.562500 Penalty: 4454.602539
	Iteration 2F: 3 clusters Score -909999.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -910380.937500 Penalty: 4454.602539
	Iteration 3F: 3 clusters Score -910380.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -910794.375000 Penalty: 4454.602539
	Iteration 4F: 3 clusters Score -910794.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -911360.500000 Penalty: 4454.602539
	Iteration 5F: 3 clusters Score -911360.5 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -912159.812500 Penalty: 4454.602539
	Iteration 6F: 3 clusters Score -912159.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -913084.875000 Penalty: 4454.602539
	Iteration 7F: 3 clusters Score -913084.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -913683.562500 Penalty: 4454.602539
	Iteration 8F: 3 clusters Score -913683.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -913923.937500 Penalty: 4454.602539
	Iteration 9Q: 3 clusters Score -913923.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -914007.312500 Penalty: 4454.602539
	Iteration 10Q: 3 clusters Score -914007.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -914036.062500 Penalty: 4454.602539
	Iteration 11Q: 3 clusters Score -914036.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -914049.500000 Penalty: 4454.602539
	Iteration 12Q: 3 clusters Score -914049.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -914056.812500 Penalty: 4454.602539
	Iteration 13Q: 3 clusters Score -914056.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -914064.062500 Penalty: 4454.602539
	Iteration 14Q: 3 clusters Score -914064.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -914066.500000 Penalty: 4454.602539
	Iteration 15Q: 3 clusters Score -914066.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -914069.687500 Penalty: 4454.602539
	Iteration 16Q: 3 clusters Score -914069.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -914074.062500 Penalty: 4454.602539
	Iteration 17Q: 3 clusters Score -914074.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -914074.562500 Penalty: 4454.602539
	Iteration 18Q: 3 clusters Score -914074.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -914074.562500 Penalty: 4454.602539
	Iteration 19F: 3 clusters Score -914074.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 3653 members 
Mstep: Class 4 contains 19386 members 
Mstep: Class 5 contains 7745 members 
Mstep: Class 6 contains 20332 members 
Mstep: Class 7 contains 242586 members 
Mstep: Class 8 contains 8040 members 
Mstep: Class 9 contains 40201 members 
Mstep: Class 10 contains 166299 members 
Mstep: Class 11 contains 8569 members 
Mstep: Class 12 contains 66312 members 
Mstep: Class 13 contains 2359 members 
Mstep: Class 14 contains 161129 members 
Mstep: Class 15 contains 60484 members 
Mstep: Class 16 contains 4574 members 
Mstep: Class 17 contains 3288 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 41134 members 
Mstep: Class 20 contains 37897 members 
Mstep: Class 21 contains 275220 members 
Mstep: Class 22 contains 108488 members 
Mstep: Class 23 contains 28290 members 
Mstep: Class 24 contains 3377 members 
Entering Unmasked Estep 
Score: -158393232.000000 Penalty: 83939.164062
Splitting cluster 16 changes total score from -158370512.000000 to -158393232.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (3288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Entering Unmasked Estep 
Score: -381562.031250 Penalty: 2008.312622
	Iteration 0F: 2 clusters Score -381562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -378124.218750 Penalty: 4016.625244
	Iteration 0F: 3 clusters Score -378124.2 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -378970.500000 Penalty: 4016.625244
	Iteration 1F: 3 clusters Score -378970.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -379271.500000 Penalty: 4016.625244
	Iteration 2F: 3 clusters Score -379271.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -379500.812500 Penalty: 4016.625244
	Iteration 3F: 3 clusters Score -379500.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -379689.218750 Penalty: 4016.625244
	Iteration 4F: 3 clusters Score -379689.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -379849.656250 Penalty: 4016.625244
	Iteration 5Q: 3 clusters Score -379849.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -380047.781250 Penalty: 4016.625244
	Iteration 6Q: 3 clusters Score -380047.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -380312.875000 Penalty: 4016.625244
	Iteration 7Q: 3 clusters Score -380312.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -380577.562500 Penalty: 4016.625244
	Iteration 8Q: 3 clusters Score -380577.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -380742.312500 Penalty: 4016.625244
	Iteration 9Q: 3 clusters Score -380742.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -380822.500000 Penalty: 4016.625244
	Iteration 10Q: 3 clusters Score -380822.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -380853.906250 Penalty: 4016.625244
	Iteration 11Q: 3 clusters Score -380853.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -380869.937500 Penalty: 4016.625244
	Iteration 12Q: 3 clusters Score -380869.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -380880.781250 Penalty: 4016.625244
	Iteration 13Q: 3 clusters Score -380880.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -380884.531250 Penalty: 4016.625244
	Iteration 14Q: 3 clusters Score -380884.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -380888.562500 Penalty: 4016.625244
	Iteration 15Q: 3 clusters Score -380888.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -380894.093750 Penalty: 4016.625244
	Iteration 16Q: 3 clusters Score -380894.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -380895.593750 Penalty: 4016.625244
	Iteration 17Q: 3 clusters Score -380895.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -380899.375000 Penalty: 4016.625244
	Iteration 18Q: 3 clusters Score -380899.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -380901.343750 Penalty: 4016.625244
	Iteration 19Q: 3 clusters Score -380901.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -380902.250000 Penalty: 4016.625244
	Iteration 20F: 3 clusters Score -380902.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -380903.937500 Penalty: 4016.625244
	Iteration 21Q: 3 clusters Score -380903.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -380905.375000 Penalty: 4016.625244
	Iteration 22Q: 3 clusters Score -380905.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -380906.062500 Penalty: 4016.625244
	Iteration 23Q: 3 clusters Score -380906.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -380906.062500 Penalty: 4016.625244
	Iteration 24F: 3 clusters Score -380906.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Entering Unmasked Estep 
Score: -5022721.500000 Penalty: 2634.898193
	Iteration 0F: 2 clusters Score -5022722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -4994765.000000 Penalty: 5269.796387
	Iteration 0F: 3 clusters Score -4994765 nChanged 18845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -5005257.000000 Penalty: 5269.796387
	Iteration 1F: 3 clusters Score -5005257 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -5005976.000000 Penalty: 5269.796387
	Iteration 2Q: 3 clusters Score -5005976 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -5006735.000000 Penalty: 5269.796387
	Iteration 3Q: 3 clusters Score -5006735 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -5007584.000000 Penalty: 5269.796387
	Iteration 4Q: 3 clusters Score -5007584 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -5008526.500000 Penalty: 5269.796387
	Iteration 5Q: 3 clusters Score -5008526 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -5009745.000000 Penalty: 5269.796387
	Iteration 6F: 3 clusters Score -5009745 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -5011242.500000 Penalty: 5269.796387
	Iteration 7F: 3 clusters Score -5011242 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -5012929.000000 Penalty: 5269.796387
	Iteration 8F: 3 clusters Score -5012929 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -5014670.000000 Penalty: 5269.796387
	Iteration 9F: 3 clusters Score -5014670 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -5016291.000000 Penalty: 5269.796387
	Iteration 10F: 3 clusters Score -5016291 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -5017673.500000 Penalty: 5269.796387
	Iteration 11Q: 3 clusters Score -5017674 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -5018588.000000 Penalty: 5269.796387
	Iteration 12Q: 3 clusters Score -5018588 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -5019264.500000 Penalty: 5269.796387
	Iteration 13Q: 3 clusters Score -5019264 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -5019732.500000 Penalty: 5269.796387
	Iteration 14Q: 3 clusters Score -5019732 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -5019958.000000 Penalty: 5269.796387
	Iteration 15Q: 3 clusters Score -5019958 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -5020104.000000 Penalty: 5269.796387
	Iteration 16Q: 3 clusters Score -5020104 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -5020200.000000 Penalty: 5269.796387
	Iteration 17Q: 3 clusters Score -5020200 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -5020310.000000 Penalty: 5269.796387
	Iteration 18Q: 3 clusters Score -5020310 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -5020388.000000 Penalty: 5269.796387
	Iteration 19Q: 3 clusters Score -5020388 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -5020430.000000 Penalty: 5269.796387
	Iteration 20F: 3 clusters Score -5020430 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -5020468.000000 Penalty: 5269.796387
	Iteration 21Q: 3 clusters Score -5020468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -5020479.000000 Penalty: 5269.796387
	Iteration 22Q: 3 clusters Score -5020479 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -5020501.000000 Penalty: 5269.796387
	Iteration 23Q: 3 clusters Score -5020501 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -5020519.500000 Penalty: 5269.796387
	Iteration 24Q: 3 clusters Score -5020520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -5020538.500000 Penalty: 5269.796387
	Iteration 25Q: 3 clusters Score -5020538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -5020550.000000 Penalty: 5269.796387
	Iteration 26Q: 3 clusters Score -5020550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -5020555.500000 Penalty: 5269.796387
	Iteration 27Q: 3 clusters Score -5020556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -5020554.000000 Penalty: 5269.796387
	Iteration 28Q: 3 clusters Score -5020554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -5020560.500000 Penalty: 5269.796387
	Iteration 29Q: 3 clusters Score -5020560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -5020568.500000 Penalty: 5269.796387
	Iteration 30Q: 3 clusters Score -5020568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -5020566.000000 Penalty: 5269.796387
	Iteration 31Q: 3 clusters Score -5020566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -5020574.000000 Penalty: 5269.796387
	Iteration 32Q: 3 clusters Score -5020574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -5020572.000000 Penalty: 5269.796387
	Iteration 33Q: 3 clusters Score -5020572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -5020576.500000 Penalty: 5269.796387
	Iteration 34Q: 3 clusters Score -5020576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -5020576.500000 Penalty: 5269.796387
	Iteration 35F: 3 clusters Score -5020576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Entering Unmasked Estep 
Score: -4639767.000000 Penalty: 2614.571533
	Iteration 0F: 2 clusters Score -4639767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -4614071.000000 Penalty: 5229.143066
	Iteration 0F: 3 clusters Score -4614071 nChanged 17302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -4624077.500000 Penalty: 5229.143066
	Iteration 1F: 3 clusters Score -4624078 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -4625079.000000 Penalty: 5229.143066
	Iteration 2F: 3 clusters Score -4625079 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -4626395.000000 Penalty: 5229.143066
	Iteration 3F: 3 clusters Score -4626395 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -4628221.000000 Penalty: 5229.143066
	Iteration 4F: 3 clusters Score -4628221 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -4630381.500000 Penalty: 5229.143066
	Iteration 5F: 3 clusters Score -4630382 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -4632358.500000 Penalty: 5229.143066
	Iteration 6F: 3 clusters Score -4632358 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -4633913.500000 Penalty: 5229.143066
	Iteration 7F: 3 clusters Score -4633914 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -4635027.500000 Penalty: 5229.143066
	Iteration 8Q: 3 clusters Score -4635028 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -4635857.000000 Penalty: 5229.143066
	Iteration 9Q: 3 clusters Score -4635857 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -4636489.500000 Penalty: 5229.143066
	Iteration 10Q: 3 clusters Score -4636490 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -4636961.500000 Penalty: 5229.143066
	Iteration 11Q: 3 clusters Score -4636962 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4637303.000000 Penalty: 5229.143066
	Iteration 12Q: 3 clusters Score -4637303 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4637492.500000 Penalty: 5229.143066
	Iteration 13Q: 3 clusters Score -4637492 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4637625.000000 Penalty: 5229.143066
	Iteration 14Q: 3 clusters Score -4637625 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4637715.500000 Penalty: 5229.143066
	Iteration 15Q: 3 clusters Score -4637716 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4637790.000000 Penalty: 5229.143066
	Iteration 16Q: 3 clusters Score -4637790 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4637830.000000 Penalty: 5229.143066
	Iteration 17Q: 3 clusters Score -4637830 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4637853.500000 Penalty: 5229.143066
	Iteration 18Q: 3 clusters Score -4637854 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4637896.000000 Penalty: 5229.143066
	Iteration 19Q: 3 clusters Score -4637896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4637910.500000 Penalty: 5229.143066
	Iteration 20F: 3 clusters Score -4637910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4637930.500000 Penalty: 5229.143066
	Iteration 21Q: 3 clusters Score -4637930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4637933.000000 Penalty: 5229.143066
	Iteration 22Q: 3 clusters Score -4637933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4637943.500000 Penalty: 5229.143066
	Iteration 23Q: 3 clusters Score -4637944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4637951.000000 Penalty: 5229.143066
	Iteration 24Q: 3 clusters Score -4637951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4637956.500000 Penalty: 5229.143066
	Iteration 25Q: 3 clusters Score -4637956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4637955.000000 Penalty: 5229.143066
	Iteration 26Q: 3 clusters Score -4637955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4637952.500000 Penalty: 5229.143066
	Iteration 27Q: 3 clusters Score -4637952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4637964.000000 Penalty: 5229.143066
	Iteration 28Q: 3 clusters Score -4637964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4637966.000000 Penalty: 5229.143066
	Iteration 29Q: 3 clusters Score -4637966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4637969.000000 Penalty: 5229.143066
	Iteration 30Q: 3 clusters Score -4637969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4637972.500000 Penalty: 5229.143066
	Iteration 31Q: 3 clusters Score -4637972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4637976.500000 Penalty: 5229.143066
	Iteration 32Q: 3 clusters Score -4637976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4637981.000000 Penalty: 5229.143066
	Iteration 33Q: 3 clusters Score -4637981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4637987.500000 Penalty: 5229.143066
	Iteration 34Q: 3 clusters Score -4637988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4637982.000000 Penalty: 5229.143066
	Iteration 35Q: 3 clusters Score -4637982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4637989.500000 Penalty: 5229.143066
	Iteration 36Q: 3 clusters Score -4637990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4637987.000000 Penalty: 5229.143066
	Iteration 37Q: 3 clusters Score -4637987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4637991.000000 Penalty: 5229.143066
	Iteration 38Q: 3 clusters Score -4637991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4637994.500000 Penalty: 5229.143066
	Iteration 39Q: 3 clusters Score -4637994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4637993.500000 Penalty: 5229.143066
	Iteration 40F: 3 clusters Score -4637994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (275220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275220 members 
Entering Unmasked Estep 
Score: -33256614.000000 Penalty: 3106.280762
	Iteration 0F: 2 clusters Score -3.325661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137767 members 
Mstep: Class 2 contains 137453 members 
Entering Unmasked Estep 
Score: -33075054.000000 Penalty: 6212.561523
	Iteration 0F: 3 clusters Score -3.307505e+07 nChanged 133075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137692 members 
Mstep: Class 2 contains 137528 members 
Entering Unmasked Estep 
Score: -33153988.000000 Penalty: 6212.561523
	Iteration 1F: 3 clusters Score -3.315399e+07 nChanged 8706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137214 members 
Mstep: Class 2 contains 138006 members 
Entering Unmasked Estep 
Score: -33156338.000000 Penalty: 6212.561523
	Iteration 2Q: 3 clusters Score -3.315634e+07 nChanged 10763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136251 members 
Mstep: Class 2 contains 138969 members 
Entering Unmasked Estep 
Score: -33160600.000000 Penalty: 6212.561523
	Iteration 3Q: 3 clusters Score -3.31606e+07 nChanged 13602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134549 members 
Mstep: Class 2 contains 140671 members 
Entering Unmasked Estep 
Score: -33167210.000000 Penalty: 6212.561523
	Iteration 4Q: 3 clusters Score -3.316721e+07 nChanged 16359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132126 members 
Mstep: Class 2 contains 143094 members 
Entering Unmasked Estep 
Score: -33176496.000000 Penalty: 6212.561523
	Iteration 5F: 3 clusters Score -3.31765e+07 nChanged 17641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129685 members 
Mstep: Class 2 contains 145535 members 
Entering Unmasked Estep 
Score: -33186070.000000 Penalty: 6212.561523
	Iteration 6F: 3 clusters Score -3.318607e+07 nChanged 16966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127841 members 
Mstep: Class 2 contains 147379 members 
Entering Unmasked Estep 
Score: -33194800.000000 Penalty: 6212.561523
	Iteration 7F: 3 clusters Score -3.31948e+07 nChanged 14905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126844 members 
Mstep: Class 2 contains 148376 members 
Entering Unmasked Estep 
Score: -33202260.000000 Penalty: 6212.561523
	Iteration 8F: 3 clusters Score -3.320226e+07 nChanged 13189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126947 members 
Mstep: Class 2 contains 148273 members 
Entering Unmasked Estep 
Score: -33208556.000000 Penalty: 6212.561523
	Iteration 9Q: 3 clusters Score -3.320856e+07 nChanged 12164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127689 members 
Mstep: Class 2 contains 147531 members 
Entering Unmasked Estep 
Score: -33215360.000000 Penalty: 6212.561523
	Iteration 10Q: 3 clusters Score -3.321536e+07 nChanged 12111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128688 members 
Mstep: Class 2 contains 146532 members 
Entering Unmasked Estep 
Score: -33223132.000000 Penalty: 6212.561523
	Iteration 11Q: 3 clusters Score -3.322313e+07 nChanged 12737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129843 members 
Mstep: Class 2 contains 145377 members 
Entering Unmasked Estep 
Score: -33232206.000000 Penalty: 6212.561523
	Iteration 12Q: 3 clusters Score -3.323221e+07 nChanged 13262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131101 members 
Mstep: Class 2 contains 144119 members 
Entering Unmasked Estep 
Score: -33242968.000000 Penalty: 6212.561523
	Iteration 13Q: 3 clusters Score -3.324297e+07 nChanged 12674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132409 members 
Mstep: Class 2 contains 142811 members 
Entering Unmasked Estep 
Score: -33254286.000000 Penalty: 6212.561523
	Iteration 14Q: 3 clusters Score -3.325429e+07 nChanged 11085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134014 members 
Mstep: Class 2 contains 141206 members 
Entering Unmasked Estep 
Score: -33264206.000000 Penalty: 6212.561523
	Iteration 15Q: 3 clusters Score -3.326421e+07 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136046 members 
Mstep: Class 2 contains 139174 members 
Entering Unmasked Estep 
Score: -33272058.000000 Penalty: 6212.561523
	Iteration 16Q: 3 clusters Score -3.327206e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138166 members 
Mstep: Class 2 contains 137054 members 
Entering Unmasked Estep 
Score: -33276986.000000 Penalty: 6212.561523
	Iteration 17Q: 3 clusters Score -3.327699e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140147 members 
Mstep: Class 2 contains 135073 members 
Entering Unmasked Estep 
Score: -33279444.000000 Penalty: 6212.561523
	Iteration 18Q: 3 clusters Score -3.327944e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141833 members 
Mstep: Class 2 contains 133387 members 
Entering Unmasked Estep 
Score: -33280562.000000 Penalty: 6212.561523
	Iteration 19Q: 3 clusters Score -3.328056e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143195 members 
Mstep: Class 2 contains 132025 members 
Entering Unmasked Estep 
Score: -33280858.000000 Penalty: 6212.561523
	Iteration 20F: 3 clusters Score -3.328086e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144225 members 
Mstep: Class 2 contains 130995 members 
Entering Unmasked Estep 
Score: -33281130.000000 Penalty: 6212.561523
	Iteration 21Q: 3 clusters Score -3.328113e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145005 members 
Mstep: Class 2 contains 130215 members 
Entering Unmasked Estep 
Score: -33281190.000000 Penalty: 6212.561523
	Iteration 22Q: 3 clusters Score -3.328119e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145583 members 
Mstep: Class 2 contains 129637 members 
Entering Unmasked Estep 
Score: -33281340.000000 Penalty: 6212.561523
	Iteration 23Q: 3 clusters Score -3.328134e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146064 members 
Mstep: Class 2 contains 129156 members 
Entering Unmasked Estep 
Score: -33281402.000000 Penalty: 6212.561523
	Iteration 24Q: 3 clusters Score -3.32814e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146436 members 
Mstep: Class 2 contains 128784 members 
Entering Unmasked Estep 
Score: -33281462.000000 Penalty: 6212.561523
	Iteration 25Q: 3 clusters Score -3.328146e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146720 members 
Mstep: Class 2 contains 128500 members 
Entering Unmasked Estep 
Score: -33281472.000000 Penalty: 6212.561523
	Iteration 26Q: 3 clusters Score -3.328147e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146942 members 
Mstep: Class 2 contains 128278 members 
Entering Unmasked Estep 
Score: -33281526.000000 Penalty: 6212.561523
	Iteration 27Q: 3 clusters Score -3.328153e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147118 members 
Mstep: Class 2 contains 128102 members 
Entering Unmasked Estep 
Score: -33281502.000000 Penalty: 6212.561523
	Iteration 28Q: 3 clusters Score -3.32815e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147245 members 
Mstep: Class 2 contains 127975 members 
Entering Unmasked Estep 
Score: -33281454.000000 Penalty: 6212.561523
	Iteration 29Q: 3 clusters Score -3.328145e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147345 members 
Mstep: Class 2 contains 127875 members 
Entering Unmasked Estep 
Score: -33281498.000000 Penalty: 6212.561523
	Iteration 30Q: 3 clusters Score -3.32815e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147418 members 
Mstep: Class 2 contains 127802 members 
Entering Unmasked Estep 
Score: -33281468.000000 Penalty: 6212.561523
	Iteration 31Q: 3 clusters Score -3.328147e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147487 members 
Mstep: Class 2 contains 127733 members 
Entering Unmasked Estep 
Score: -33281438.000000 Penalty: 6212.561523
	Iteration 32Q: 3 clusters Score -3.328144e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147528 members 
Mstep: Class 2 contains 127692 members 
Entering Unmasked Estep 
Score: -33281436.000000 Penalty: 6212.561523
	Iteration 33Q: 3 clusters Score -3.328144e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147559 members 
Mstep: Class 2 contains 127661 members 
Entering Unmasked Estep 
Score: -33281440.000000 Penalty: 6212.561523
	Iteration 34Q: 3 clusters Score -3.328144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147576 members 
Mstep: Class 2 contains 127644 members 
Entering Unmasked Estep 
Score: -33281458.000000 Penalty: 6212.561523
	Iteration 35Q: 3 clusters Score -3.328146e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147593 members 
Mstep: Class 2 contains 127627 members 
Entering Unmasked Estep 
Score: -33281428.000000 Penalty: 6212.561523
	Iteration 36Q: 3 clusters Score -3.328143e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147607 members 
Mstep: Class 2 contains 127613 members 
Entering Unmasked Estep 
Score: -33281442.000000 Penalty: 6212.561523
	Iteration 37Q: 3 clusters Score -3.328144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147614 members 
Mstep: Class 2 contains 127606 members 
Entering Unmasked Estep 
Score: -33281460.000000 Penalty: 6212.561523
	Iteration 38Q: 3 clusters Score -3.328146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147619 members 
Mstep: Class 2 contains 127601 members 
Entering Unmasked Estep 
Score: -33281462.000000 Penalty: 6212.561523
	Iteration 39Q: 3 clusters Score -3.328146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147624 members 
Mstep: Class 2 contains 127596 members 
Entering Unmasked Estep 
Score: -33281466.000000 Penalty: 6212.561523
	Iteration 40F: 3 clusters Score -3.328147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147630 members 
Mstep: Class 2 contains 127590 members 
Entering Unmasked Estep 
Score: -33281460.000000 Penalty: 6212.561523
	Iteration 41Q: 3 clusters Score -3.328146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147634 members 
Mstep: Class 2 contains 127586 members 
Entering Unmasked Estep 
Score: -33281468.000000 Penalty: 6212.561523
	Iteration 42Q: 3 clusters Score -3.328147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147636 members 
Mstep: Class 2 contains 127584 members 
Entering Unmasked Estep 
Score: -33281478.000000 Penalty: 6212.561523
	Iteration 43Q: 3 clusters Score -3.328148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147639 members 
Mstep: Class 2 contains 127581 members 
Entering Unmasked Estep 
Score: -33281482.000000 Penalty: 6212.561523
	Iteration 44Q: 3 clusters Score -3.328148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147643 members 
Mstep: Class 2 contains 127577 members 
Entering Unmasked Estep 
Score: -33281466.000000 Penalty: 6212.561523
	Iteration 45Q: 3 clusters Score -3.328147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147647 members 
Mstep: Class 2 contains 127573 members 
Entering Unmasked Estep 
Score: -33281464.000000 Penalty: 6212.561523
	Iteration 46Q: 3 clusters Score -3.328146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147650 members 
Mstep: Class 2 contains 127570 members 
Entering Unmasked Estep 
Score: -33281466.000000 Penalty: 6212.561523
	Iteration 47Q: 3 clusters Score -3.328147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147655 members 
Mstep: Class 2 contains 127565 members 
Entering Unmasked Estep 
Score: -33281474.000000 Penalty: 6212.561523
	Iteration 48Q: 3 clusters Score -3.328147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147661 members 
Mstep: Class 2 contains 127559 members 
Entering Unmasked Estep 
Score: -33281472.000000 Penalty: 6212.561523
	Iteration 49Q: 3 clusters Score -3.328147e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147661 members 
Mstep: Class 2 contains 127559 members 
Entering Unmasked Estep 
Score: -33281472.000000 Penalty: 6212.561523
	Iteration 50F: 3 clusters Score -3.328147e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 3653 members 
Mstep: Class 4 contains 19386 members 
Mstep: Class 5 contains 7745 members 
Mstep: Class 6 contains 20332 members 
Mstep: Class 7 contains 242586 members 
Mstep: Class 8 contains 8040 members 
Mstep: Class 9 contains 40201 members 
Mstep: Class 10 contains 166299 members 
Mstep: Class 11 contains 8569 members 
Mstep: Class 12 contains 66312 members 
Mstep: Class 13 contains 2359 members 
Mstep: Class 14 contains 161129 members 
Mstep: Class 15 contains 60484 members 
Mstep: Class 16 contains 4574 members 
Mstep: Class 17 contains 3288 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 41134 members 
Mstep: Class 20 contains 37897 members 
Mstep: Class 21 contains 147661 members 
Mstep: Class 22 contains 108488 members 
Mstep: Class 23 contains 28290 members 
Mstep: Class 24 contains 3377 members 
Mstep: Class 25 contains 127559 members 
Entering Unmasked Estep 
Score: -158422080.000000 Penalty: 87436.632812
Splitting cluster 21 changes total score from -158370512.000000 to -158422080.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 3653 members 
Mstep: Class 4 contains 19386 members 
Mstep: Class 5 contains 7745 members 
Mstep: Class 6 contains 20332 members 
Mstep: Class 7 contains 242586 members 
Mstep: Class 8 contains 8040 members 
Mstep: Class 9 contains 40201 members 
Mstep: Class 10 contains 166299 members 
Mstep: Class 11 contains 8569 members 
Mstep: Class 12 contains 66312 members 
Mstep: Class 14 contains 161129 members 
Mstep: Class 15 contains 60484 members 
Mstep: Class 16 contains 4574 members 
Mstep: Class 17 contains 3288 members 
Mstep: Class 19 contains 41134 members 
Mstep: Class 20 contains 37897 members 
Mstep: Class 21 contains 147661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158434304.000000 Penalty: 87436.632812
Iteration 39Q: 26 clusters Score -1.584343e+08 nChanged 25823
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 584 members 
Mstep: Class 3 contains 4586 members 
Mstep: Class 4 contains 19410 members 
Mstep: Class 5 contains 8243 members 
Mstep: Class 6 contains 20387 members 
Mstep: Class 7 contains 242881 members 
Mstep: Class 8 contains 8127 members 
Mstep: Class 9 contains 42145 members 
Mstep: Class 10 contains 166111 members 
Mstep: Class 11 contains 8911 members 
Mstep: Class 12 contains 66583 members 
Mstep: Class 13 contains 2358 members 
Mstep: Class 14 contains 161036 members 
Mstep: Class 15 contains 59863 members 
Mstep: Class 16 contains 5033 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 9453 members 
Mstep: Class 19 contains 41436 members 
Mstep: Class 20 contains 37881 members 
Mstep: Class 21 contains 151384 members 
Mstep: Class 22 contains 104744 members 
Mstep: Class 23 contains 27923 members 
Mstep: Class 24 contains 3040 members 
Mstep: Class 25 contains 124324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158442048.000000 Penalty: 87436.632812
Iteration 40F: 26 clusters Score -1.58442e+08 nChanged 15703
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 611 members 
Mstep: Class 3 contains 5268 members 
Mstep: Class 4 contains 19297 members 
Mstep: Class 5 contains 8488 members 
Mstep: Class 6 contains 20438 members 
Mstep: Class 7 contains 242075 members 
Mstep: Class 8 contains 7690 members 
Mstep: Class 9 contains 42369 members 
Mstep: Class 10 contains 165734 members 
Mstep: Class 11 contains 8868 members 
Mstep: Class 12 contains 66496 members 
Mstep: Class 13 contains 2360 members 
Mstep: Class 14 contains 160921 members 
Mstep: Class 15 contains 59229 members 
Mstep: Class 16 contains 5357 members 
Mstep: Class 17 contains 2935 members 
Mstep: Class 18 contains 9449 members 
Mstep: Class 19 contains 41602 members 
Mstep: Class 20 contains 37821 members 
Mstep: Class 21 contains 152960 members 
Mstep: Class 22 contains 103627 members 
Mstep: Class 23 contains 28642 members 
Mstep: Class 24 contains 3223 members 
Mstep: Class 25 contains 124128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158444352.000000 Penalty: 87436.632812
Iteration 41Q: 26 clusters Score -1.584444e+08 nChanged 8848
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 5844 members 
Mstep: Class 4 contains 19268 members 
Mstep: Class 5 contains 8675 members 
Mstep: Class 6 contains 20476 members 
Mstep: Class 7 contains 241459 members 
Mstep: Class 8 contains 7421 members 
Mstep: Class 9 contains 42651 members 
Mstep: Class 10 contains 165405 members 
Mstep: Class 11 contains 8861 members 
Mstep: Class 12 contains 66386 members 
Mstep: Class 13 contains 2360 members 
Mstep: Class 14 contains 160793 members 
Mstep: Class 15 contains 58779 members 
Mstep: Class 16 contains 5590 members 
Mstep: Class 17 contains 2826 members 
Mstep: Class 18 contains 9465 members 
Mstep: Class 19 contains 41723 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 154203 members 
Mstep: Class 22 contains 102659 members 
Mstep: Class 23 contains 29085 members 
Mstep: Class 24 contains 3302 members 
Mstep: Class 25 contains 124010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158445616.000000 Penalty: 87436.632812
Iteration 42Q: 26 clusters Score -1.584456e+08 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 6326 members 
Mstep: Class 4 contains 19263 members 
Mstep: Class 5 contains 8827 members 
Mstep: Class 6 contains 20493 members 
Mstep: Class 7 contains 240934 members 
Mstep: Class 8 contains 7265 members 
Mstep: Class 9 contains 42914 members 
Mstep: Class 10 contains 165106 members 
Mstep: Class 11 contains 8854 members 
Mstep: Class 12 contains 66280 members 
Mstep: Class 13 contains 2361 members 
Mstep: Class 14 contains 160695 members 
Mstep: Class 15 contains 58469 members 
Mstep: Class 16 contains 5771 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 9469 members 
Mstep: Class 19 contains 41795 members 
Mstep: Class 20 contains 37760 members 
Mstep: Class 21 contains 155147 members 
Mstep: Class 22 contains 101906 members 
Mstep: Class 23 contains 29390 members 
Mstep: Class 24 contains 3360 members 
Mstep: Class 25 contains 123934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158446304.000000 Penalty: 87436.632812
Iteration 43Q: 26 clusters Score -1.584463e+08 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 6756 members 
Mstep: Class 4 contains 19262 members 
Mstep: Class 5 contains 8955 members 
Mstep: Class 6 contains 20502 members 
Mstep: Class 7 contains 240480 members 
Mstep: Class 8 contains 7166 members 
Mstep: Class 9 contains 43168 members 
Mstep: Class 10 contains 164831 members 
Mstep: Class 11 contains 8848 members 
Mstep: Class 12 contains 66164 members 
Mstep: Class 13 contains 2361 members 
Mstep: Class 14 contains 160576 members 
Mstep: Class 15 contains 58259 members 
Mstep: Class 16 contains 5908 members 
Mstep: Class 17 contains 2724 members 
Mstep: Class 18 contains 9456 members 
Mstep: Class 19 contains 41877 members 
Mstep: Class 20 contains 37749 members 
Mstep: Class 21 contains 155923 members 
Mstep: Class 22 contains 101284 members 
Mstep: Class 23 contains 29630 members 
Mstep: Class 24 contains 3393 members 
Mstep: Class 25 contains 123850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158446992.000000 Penalty: 87436.632812
Iteration 44Q: 26 clusters Score -1.58447e+08 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 630 members 
Mstep: Class 3 contains 7134 members 
Mstep: Class 4 contains 19274 members 
Mstep: Class 5 contains 9052 members 
Mstep: Class 6 contains 20503 members 
Mstep: Class 7 contains 240072 members 
Mstep: Class 8 contains 7079 members 
Mstep: Class 9 contains 43362 members 
Mstep: Class 10 contains 164632 members 
Mstep: Class 11 contains 8836 members 
Mstep: Class 12 contains 66073 members 
Mstep: Class 13 contains 2361 members 
Mstep: Class 14 contains 160461 members 
Mstep: Class 15 contains 58117 members 
Mstep: Class 16 contains 6002 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 9458 members 
Mstep: Class 19 contains 41911 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 156572 members 
Mstep: Class 22 contains 100807 members 
Mstep: Class 23 contains 29827 members 
Mstep: Class 24 contains 3416 members 
Mstep: Class 25 contains 123763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158447664.000000 Penalty: 87436.632812
Iteration 45Q: 26 clusters Score -1.584477e+08 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 7483 members 
Mstep: Class 4 contains 19302 members 
Mstep: Class 5 contains 9145 members 
Mstep: Class 6 contains 20497 members 
Mstep: Class 7 contains 239722 members 
Mstep: Class 8 contains 7004 members 
Mstep: Class 9 contains 43540 members 
Mstep: Class 10 contains 164386 members 
Mstep: Class 11 contains 8842 members 
Mstep: Class 12 contains 65985 members 
Mstep: Class 13 contains 2361 members 
Mstep: Class 14 contains 160393 members 
Mstep: Class 15 contains 57980 members 
Mstep: Class 16 contains 6068 members 
Mstep: Class 17 contains 2691 members 
Mstep: Class 18 contains 9450 members 
Mstep: Class 19 contains 41967 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 157108 members 
Mstep: Class 22 contains 100427 members 
Mstep: Class 23 contains 29973 members 
Mstep: Class 24 contains 3434 members 
Mstep: Class 25 contains 123706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158447856.000000 Penalty: 87436.632812
Iteration 46Q: 26 clusters Score -1.584479e+08 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 7795 members 
Mstep: Class 4 contains 19368 members 
Mstep: Class 5 contains 9189 members 
Mstep: Class 6 contains 20504 members 
Mstep: Class 7 contains 239454 members 
Mstep: Class 8 contains 6956 members 
Mstep: Class 9 contains 43697 members 
Mstep: Class 10 contains 164172 members 
Mstep: Class 11 contains 8835 members 
Mstep: Class 12 contains 65904 members 
Mstep: Class 13 contains 2361 members 
Mstep: Class 14 contains 160348 members 
Mstep: Class 15 contains 57857 members 
Mstep: Class 16 contains 6128 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 9428 members 
Mstep: Class 19 contains 42000 members 
Mstep: Class 20 contains 37725 members 
Mstep: Class 21 contains 157556 members 
Mstep: Class 22 contains 100110 members 
Mstep: Class 23 contains 30088 members 
Mstep: Class 24 contains 3450 members 
Mstep: Class 25 contains 123621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158448416.000000 Penalty: 87436.632812
Iteration 47Q: 26 clusters Score -1.584484e+08 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 646 members 
Mstep: Class 3 contains 8069 members 
Mstep: Class 4 contains 19423 members 
Mstep: Class 5 contains 9213 members 
Mstep: Class 6 contains 20507 members 
Mstep: Class 7 contains 239219 members 
Mstep: Class 8 contains 6907 members 
Mstep: Class 9 contains 43797 members 
Mstep: Class 10 contains 163965 members 
Mstep: Class 11 contains 8834 members 
Mstep: Class 12 contains 65843 members 
Mstep: Class 13 contains 2361 members 
Mstep: Class 14 contains 160308 members 
Mstep: Class 15 contains 57785 members 
Mstep: Class 16 contains 6175 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 9400 members 
Mstep: Class 19 contains 42029 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 157925 members 
Mstep: Class 22 contains 99859 members 
Mstep: Class 23 contains 30183 members 
Mstep: Class 24 contains 3464 members 
Mstep: Class 25 contains 123563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158448592.000000 Penalty: 87436.632812
Iteration 48Q: 26 clusters Score -1.584486e+08 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 650 members 
Mstep: Class 3 contains 8319 members 
Mstep: Class 4 contains 19449 members 
Mstep: Class 5 contains 9257 members 
Mstep: Class 6 contains 20512 members 
Mstep: Class 7 contains 239037 members 
Mstep: Class 8 contains 6890 members 
Mstep: Class 9 contains 43857 members 
Mstep: Class 10 contains 163748 members 
Mstep: Class 11 contains 8836 members 
Mstep: Class 12 contains 65768 members 
Mstep: Class 13 contains 2361 members 
Mstep: Class 14 contains 160309 members 
Mstep: Class 15 contains 57719 members 
Mstep: Class 16 contains 6212 members 
Mstep: Class 17 contains 2714 members 
Mstep: Class 18 contains 9389 members 
Mstep: Class 19 contains 42019 members 
Mstep: Class 20 contains 37722 members 
Mstep: Class 21 contains 158272 members 
Mstep: Class 22 contains 99661 members 
Mstep: Class 23 contains 30250 members 
Mstep: Class 24 contains 3471 members 
Mstep: Class 25 contains 123512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158448576.000000 Penalty: 87436.632812
Iteration 49Q: 26 clusters Score -1.584486e+08 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 655 members 
Mstep: Class 3 contains 8511 members 
Mstep: Class 4 contains 19487 members 
Mstep: Class 5 contains 9289 members 
Mstep: Class 6 contains 20506 members 
Mstep: Class 7 contains 238859 members 
Mstep: Class 8 contains 6870 members 
Mstep: Class 9 contains 43930 members 
Mstep: Class 10 contains 163572 members 
Mstep: Class 11 contains 8838 members 
Mstep: Class 12 contains 65720 members 
Mstep: Class 13 contains 2361 members 
Mstep: Class 14 contains 160322 members 
Mstep: Class 15 contains 57680 members 
Mstep: Class 16 contains 6244 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 9381 members 
Mstep: Class 19 contains 42025 members 
Mstep: Class 20 contains 37722 members 
Mstep: Class 21 contains 158514 members 
Mstep: Class 22 contains 99523 members 
Mstep: Class 23 contains 30325 members 
Mstep: Class 24 contains 3477 members 
Mstep: Class 25 contains 123449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158448816.000000 Penalty: 87436.632812
Iteration 50Q: 26 clusters Score -1.584488e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 661 members 
Mstep: Class 3 contains 8697 members 
Mstep: Class 4 contains 19514 members 
Mstep: Class 5 contains 9325 members 
Mstep: Class 6 contains 20503 members 
Mstep: Class 7 contains 238705 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 43985 members 
Mstep: Class 10 contains 163425 members 
Mstep: Class 11 contains 8832 members 
Mstep: Class 12 contains 65664 members 
Mstep: Class 13 contains 2361 members 
Mstep: Class 14 contains 160331 members 
Mstep: Class 15 contains 57655 members 
Mstep: Class 16 contains 6280 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 9370 members 
Mstep: Class 19 contains 42010 members 
Mstep: Class 20 contains 37720 members 
Mstep: Class 21 contains 158753 members 
Mstep: Class 22 contains 99390 members 
Mstep: Class 23 contains 30368 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 123404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158449024.000000 Penalty: 87436.632812
Iteration 51Q: 26 clusters Score -1.58449e+08 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 19543 members 
Mstep: Class 5 contains 9342 members 
Mstep: Class 6 contains 20495 members 
Mstep: Class 7 contains 238588 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 44014 members 
Mstep: Class 10 contains 163295 members 
Mstep: Class 11 contains 8835 members 
Mstep: Class 12 contains 65633 members 
Mstep: Class 13 contains 2361 members 
Mstep: Class 14 contains 160364 members 
Mstep: Class 15 contains 57628 members 
Mstep: Class 16 contains 6304 members 
Mstep: Class 17 contains 2707 members 
Mstep: Class 18 contains 9347 members 
Mstep: Class 19 contains 42005 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 158963 members 
Mstep: Class 22 contains 99297 members 
Mstep: Class 23 contains 30392 members 
Mstep: Class 24 contains 3485 members 
Mstep: Class 25 contains 123350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158448896.000000 Penalty: 87436.632812
Iteration 52Q: 26 clusters Score -1.584489e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 669 members 
Mstep: Class 3 contains 8969 members 
Mstep: Class 4 contains 19578 members 
Mstep: Class 5 contains 9353 members 
Mstep: Class 6 contains 20500 members 
Mstep: Class 7 contains 238503 members 
Mstep: Class 8 contains 6802 members 
Mstep: Class 9 contains 44034 members 
Mstep: Class 10 contains 163165 members 
Mstep: Class 11 contains 8836 members 
Mstep: Class 12 contains 65601 members 
Mstep: Class 13 contains 2361 members 
Mstep: Class 14 contains 160377 members 
Mstep: Class 15 contains 57602 members 
Mstep: Class 16 contains 6324 members 
Mstep: Class 17 contains 2725 members 
Mstep: Class 18 contains 9333 members 
Mstep: Class 19 contains 41994 members 
Mstep: Class 20 contains 37721 members 
Mstep: Class 21 contains 159135 members 
Mstep: Class 22 contains 99220 members 
Mstep: Class 23 contains 30415 members 
Mstep: Class 24 contains 3494 members 
Mstep: Class 25 contains 123316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158449088.000000 Penalty: 87436.632812
Iteration 53Q: 26 clusters Score -1.584491e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 19607 members 
Mstep: Class 5 contains 9365 members 
Mstep: Class 6 contains 20498 members 
Mstep: Class 7 contains 238443 members 
Mstep: Class 8 contains 6786 members 
Mstep: Class 9 contains 44062 members 
Mstep: Class 10 contains 163033 members 
Mstep: Class 11 contains 8830 members 
Mstep: Class 12 contains 65569 members 
Mstep: Class 13 contains 2361 members 
Mstep: Class 14 contains 160438 members 
Mstep: Class 15 contains 57579 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2730 members 
Mstep: Class 18 contains 9314 members 
Mstep: Class 19 contains 41983 members 
Mstep: Class 20 contains 37723 members 
Mstep: Class 21 contains 159307 members 
Mstep: Class 22 contains 99153 members 
Mstep: Class 23 contains 30433 members 
Mstep: Class 24 contains 3498 members 
Mstep: Class 25 contains 123267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158449200.000000 Penalty: 87436.632812
Iteration 54Q: 26 clusters Score -1.584492e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 9184 members 
Mstep: Class 4 contains 19613 members 
Mstep: Class 5 contains 9375 members 
Mstep: Class 6 contains 20496 members 
Mstep: Class 7 contains 238396 members 
Mstep: Class 8 contains 6778 members 
Mstep: Class 9 contains 44103 members 
Mstep: Class 10 contains 162919 members 
Mstep: Class 11 contains 8828 members 
Mstep: Class 12 contains 65533 members 
Mstep: Class 13 contains 2361 members 
Mstep: Class 14 contains 160488 members 
Mstep: Class 15 contains 57554 members 
Mstep: Class 16 contains 6345 members 
Mstep: Class 17 contains 2730 members 
Mstep: Class 18 contains 9291 members 
Mstep: Class 19 contains 41975 members 
Mstep: Class 20 contains 37725 members 
Mstep: Class 21 contains 159457 members 
Mstep: Class 22 contains 99104 members 
Mstep: Class 23 contains 30443 members 
Mstep: Class 24 contains 3499 members 
Mstep: Class 25 contains 123217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158449280.000000 Penalty: 87436.632812
Iteration 55Q: 26 clusters Score -1.584493e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 678 members 
Mstep: Class 3 contains 9292 members 
Mstep: Class 4 contains 19624 members 
Mstep: Class 5 contains 9394 members 
Mstep: Class 6 contains 20493 members 
Mstep: Class 7 contains 238365 members 
Mstep: Class 8 contains 6762 members 
Mstep: Class 9 contains 44116 members 
Mstep: Class 10 contains 162800 members 
Mstep: Class 11 contains 8830 members 
Mstep: Class 12 contains 65496 members 
Mstep: Class 13 contains 2361 members 
Mstep: Class 14 contains 160535 members 
Mstep: Class 15 contains 57536 members 
Mstep: Class 16 contains 6356 members 
Mstep: Class 17 contains 2725 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 41982 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 159584 members 
Mstep: Class 22 contains 99059 members 
Mstep: Class 23 contains 30453 members 
Mstep: Class 24 contains 3495 members 
Mstep: Class 25 contains 123188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158448960.000000 Penalty: 87436.632812
Iteration 56Q: 26 clusters Score -1.58449e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 680 members 
Mstep: Class 3 contains 9392 members 
Mstep: Class 4 contains 19641 members 
Mstep: Class 5 contains 9417 members 
Mstep: Class 6 contains 20492 members 
Mstep: Class 7 contains 238330 members 
Mstep: Class 8 contains 6752 members 
Mstep: Class 9 contains 44131 members 
Mstep: Class 10 contains 162714 members 
Mstep: Class 11 contains 8832 members 
Mstep: Class 12 contains 65466 members 
Mstep: Class 13 contains 2361 members 
Mstep: Class 14 contains 160548 members 
Mstep: Class 15 contains 57535 members 
Mstep: Class 16 contains 6365 members 
Mstep: Class 17 contains 2716 members 
Mstep: Class 18 contains 9267 members 
Mstep: Class 19 contains 41967 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 159697 members 
Mstep: Class 22 contains 99018 members 
Mstep: Class 23 contains 30456 members 
Mstep: Class 24 contains 3497 members 
Mstep: Class 25 contains 123155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158449072.000000 Penalty: 87436.632812
Iteration 57Q: 26 clusters Score -1.584491e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 9501 members 
Mstep: Class 4 contains 19656 members 
Mstep: Class 5 contains 9438 members 
Mstep: Class 6 contains 20492 members 
Mstep: Class 7 contains 238295 members 
Mstep: Class 8 contains 6739 members 
Mstep: Class 9 contains 44132 members 
Mstep: Class 10 contains 162637 members 
Mstep: Class 11 contains 8829 members 
Mstep: Class 12 contains 65439 members 
Mstep: Class 13 contains 2361 members 
Mstep: Class 14 contains 160532 members 
Mstep: Class 15 contains 57531 members 
Mstep: Class 16 contains 6372 members 
Mstep: Class 17 contains 2714 members 
Mstep: Class 18 contains 9258 members 
Mstep: Class 19 contains 41966 members 
Mstep: Class 20 contains 37730 members 
Mstep: Class 21 contains 159793 members 
Mstep: Class 22 contains 99000 members 
Mstep: Class 23 contains 30466 members 
Mstep: Class 24 contains 3497 members 
Mstep: Class 25 contains 123136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158448656.000000 Penalty: 87436.632812
Iteration 58Q: 26 clusters Score -1.584487e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 9612 members 
Mstep: Class 4 contains 19672 members 
Mstep: Class 5 contains 9449 members 
Mstep: Class 6 contains 20478 members 
Mstep: Class 7 contains 238270 members 
Mstep: Class 8 contains 6723 members 
Mstep: Class 9 contains 44146 members 
Mstep: Class 10 contains 162574 members 
Mstep: Class 11 contains 8826 members 
Mstep: Class 12 contains 65399 members 
Mstep: Class 13 contains 2361 members 
Mstep: Class 14 contains 160501 members 
Mstep: Class 15 contains 57526 members 
Mstep: Class 16 contains 6378 members 
Mstep: Class 17 contains 2727 members 
Mstep: Class 18 contains 9253 members 
Mstep: Class 19 contains 41968 members 
Mstep: Class 20 contains 37730 members 
Mstep: Class 21 contains 159881 members 
Mstep: Class 22 contains 98963 members 
Mstep: Class 23 contains 30478 members 
Mstep: Class 24 contains 3498 members 
Mstep: Class 25 contains 123130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158448992.000000 Penalty: 87436.632812
Iteration 59Q: 26 clusters Score -1.58449e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 3 contains 9701 members 
Mstep: Class 4 contains 19695 members 
Mstep: Class 5 contains 9458 members 
Mstep: Class 6 contains 20468 members 
Mstep: Class 7 contains 238262 members 
Mstep: Class 8 contains 6700 members 
Mstep: Class 9 contains 44163 members 
Mstep: Class 10 contains 162504 members 
Mstep: Class 11 contains 8826 members 
Mstep: Class 12 contains 65375 members 
Mstep: Class 13 contains 2361 members 
Mstep: Class 14 contains 160481 members 
Mstep: Class 15 contains 57521 members 
Mstep: Class 16 contains 6386 members 
Mstep: Class 17 contains 2736 members 
Mstep: Class 18 contains 9244 members 
Mstep: Class 19 contains 41985 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 159955 members 
Mstep: Class 22 contains 98932 members 
Mstep: Class 23 contains 30493 members 
Mstep: Class 24 contains 3496 members 
Mstep: Class 25 contains 123108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158449248.000000 Penalty: 87436.632812
Iteration 60F: 26 clusters Score -1.584492e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 19714 members 
Mstep: Class 5 contains 9479 members 
Mstep: Class 6 contains 20464 members 
Mstep: Class 7 contains 238254 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 44179 members 
Mstep: Class 10 contains 162447 members 
Mstep: Class 11 contains 8827 members 
Mstep: Class 12 contains 65347 members 
Mstep: Class 13 contains 2362 members 
Mstep: Class 14 contains 160450 members 
Mstep: Class 15 contains 57522 members 
Mstep: Class 16 contains 6391 members 
Mstep: Class 17 contains 2743 members 
Mstep: Class 18 contains 9231 members 
Mstep: Class 19 contains 41990 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160021 members 
Mstep: Class 22 contains 98904 members 
Mstep: Class 23 contains 30505 members 
Mstep: Class 24 contains 3493 members 
Mstep: Class 25 contains 123095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158449296.000000 Penalty: 87436.632812
Iteration 61Q: 26 clusters Score -1.584493e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 695 members 
Mstep: Class 3 contains 9850 members 
Mstep: Class 4 contains 19749 members 
Mstep: Class 5 contains 9492 members 
Mstep: Class 6 contains 20465 members 
Mstep: Class 7 contains 238236 members 
Mstep: Class 8 contains 6682 members 
Mstep: Class 9 contains 44182 members 
Mstep: Class 10 contains 162404 members 
Mstep: Class 11 contains 8825 members 
Mstep: Class 12 contains 65313 members 
Mstep: Class 13 contains 2362 members 
Mstep: Class 14 contains 160433 members 
Mstep: Class 15 contains 57520 members 
Mstep: Class 16 contains 6391 members 
Mstep: Class 17 contains 2739 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 41986 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160095 members 
Mstep: Class 22 contains 98874 members 
Mstep: Class 23 contains 30513 members 
Mstep: Class 24 contains 3491 members 
Mstep: Class 25 contains 123084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158449424.000000 Penalty: 87436.632812
Iteration 62Q: 26 clusters Score -1.584494e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 699 members 
Mstep: Class 3 contains 9928 members 
Mstep: Class 4 contains 19773 members 
Mstep: Class 5 contains 9500 members 
Mstep: Class 6 contains 20464 members 
Mstep: Class 7 contains 238211 members 
Mstep: Class 8 contains 6664 members 
Mstep: Class 9 contains 44198 members 
Mstep: Class 10 contains 162369 members 
Mstep: Class 11 contains 8825 members 
Mstep: Class 12 contains 65296 members 
Mstep: Class 13 contains 2362 members 
Mstep: Class 14 contains 160414 members 
Mstep: Class 15 contains 57528 members 
Mstep: Class 16 contains 6395 members 
Mstep: Class 17 contains 2733 members 
Mstep: Class 18 contains 9220 members 
Mstep: Class 19 contains 41969 members 
Mstep: Class 20 contains 37725 members 
Mstep: Class 21 contains 160155 members 
Mstep: Class 22 contains 98850 members 
Mstep: Class 23 contains 30522 members 
Mstep: Class 24 contains 3490 members 
Mstep: Class 25 contains 123066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158449584.000000 Penalty: 87436.632812
Iteration 63Q: 26 clusters Score -1.584496e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 9994 members 
Mstep: Class 4 contains 19792 members 
Mstep: Class 5 contains 9512 members 
Mstep: Class 6 contains 20459 members 
Mstep: Class 7 contains 238189 members 
Mstep: Class 8 contains 6648 members 
Mstep: Class 9 contains 44208 members 
Mstep: Class 10 contains 162349 members 
Mstep: Class 11 contains 8824 members 
Mstep: Class 12 contains 65273 members 
Mstep: Class 13 contains 2362 members 
Mstep: Class 14 contains 160399 members 
Mstep: Class 15 contains 57536 members 
Mstep: Class 16 contains 6401 members 
Mstep: Class 17 contains 2738 members 
Mstep: Class 18 contains 9211 members 
Mstep: Class 19 contains 41962 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 160198 members 
Mstep: Class 22 contains 98818 members 
Mstep: Class 23 contains 30527 members 
Mstep: Class 24 contains 3488 members 
Mstep: Class 25 contains 123058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158449712.000000 Penalty: 87436.632812
Iteration 64Q: 26 clusters Score -1.584497e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 704 members 
Mstep: Class 3 contains 10041 members 
Mstep: Class 4 contains 19824 members 
Mstep: Class 5 contains 9519 members 
Mstep: Class 6 contains 20456 members 
Mstep: Class 7 contains 238160 members 
Mstep: Class 8 contains 6634 members 
Mstep: Class 9 contains 44213 members 
Mstep: Class 10 contains 162328 members 
Mstep: Class 11 contains 8823 members 
Mstep: Class 12 contains 65257 members 
Mstep: Class 13 contains 2362 members 
Mstep: Class 14 contains 160398 members 
Mstep: Class 15 contains 57544 members 
Mstep: Class 16 contains 6406 members 
Mstep: Class 17 contains 2739 members 
Mstep: Class 18 contains 9195 members 
Mstep: Class 19 contains 41965 members 
Mstep: Class 20 contains 37725 members 
Mstep: Class 21 contains 160245 members 
Mstep: Class 22 contains 98804 members 
Mstep: Class 23 contains 30533 members 
Mstep: Class 24 contains 3484 members 
Mstep: Class 25 contains 123050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158449712.000000 Penalty: 87436.632812
Iteration 65Q: 26 clusters Score -1.584497e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 704 members 
Mstep: Class 3 contains 10099 members 
Mstep: Class 4 contains 19851 members 
Mstep: Class 5 contains 9522 members 
Mstep: Class 6 contains 20454 members 
Mstep: Class 7 contains 238130 members 
Mstep: Class 8 contains 6621 members 
Mstep: Class 9 contains 44217 members 
Mstep: Class 10 contains 162312 members 
Mstep: Class 11 contains 8824 members 
Mstep: Class 12 contains 65236 members 
Mstep: Class 13 contains 2362 members 
Mstep: Class 14 contains 160388 members 
Mstep: Class 15 contains 57549 members 
Mstep: Class 16 contains 6415 members 
Mstep: Class 17 contains 2745 members 
Mstep: Class 18 contains 9181 members 
Mstep: Class 19 contains 41961 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160281 members 
Mstep: Class 22 contains 98788 members 
Mstep: Class 23 contains 30538 members 
Mstep: Class 24 contains 3482 members 
Mstep: Class 25 contains 123046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158449776.000000 Penalty: 87436.632812
Iteration 66Q: 26 clusters Score -1.584498e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 704 members 
Mstep: Class 3 contains 10154 members 
Mstep: Class 4 contains 19882 members 
Mstep: Class 5 contains 9521 members 
Mstep: Class 6 contains 20455 members 
Mstep: Class 7 contains 238114 members 
Mstep: Class 8 contains 6602 members 
Mstep: Class 9 contains 44217 members 
Mstep: Class 10 contains 162301 members 
Mstep: Class 11 contains 8822 members 
Mstep: Class 12 contains 65216 members 
Mstep: Class 13 contains 2362 members 
Mstep: Class 14 contains 160346 members 
Mstep: Class 15 contains 57560 members 
Mstep: Class 16 contains 6419 members 
Mstep: Class 17 contains 2747 members 
Mstep: Class 18 contains 9179 members 
Mstep: Class 19 contains 41961 members 
Mstep: Class 20 contains 37731 members 
Mstep: Class 21 contains 160325 members 
Mstep: Class 22 contains 98772 members 
Mstep: Class 23 contains 30538 members 
Mstep: Class 24 contains 3480 members 
Mstep: Class 25 contains 123038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158450080.000000 Penalty: 87436.632812
Iteration 67Q: 26 clusters Score -1.584501e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 704 members 
Mstep: Class 3 contains 10195 members 
Mstep: Class 4 contains 19900 members 
Mstep: Class 5 contains 9521 members 
Mstep: Class 6 contains 20458 members 
Mstep: Class 7 contains 238090 members 
Mstep: Class 8 contains 6584 members 
Mstep: Class 9 contains 44238 members 
Mstep: Class 10 contains 162305 members 
Mstep: Class 11 contains 8817 members 
Mstep: Class 12 contains 65202 members 
Mstep: Class 13 contains 2362 members 
Mstep: Class 14 contains 160320 members 
Mstep: Class 15 contains 57564 members 
Mstep: Class 16 contains 6425 members 
Mstep: Class 17 contains 2747 members 
Mstep: Class 18 contains 9177 members 
Mstep: Class 19 contains 41967 members 
Mstep: Class 20 contains 37729 members 
Mstep: Class 21 contains 160351 members 
Mstep: Class 22 contains 98762 members 
Mstep: Class 23 contains 30542 members 
Mstep: Class 24 contains 3477 members 
Mstep: Class 25 contains 123027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158450272.000000 Penalty: 87436.632812
Iteration 68Q: 26 clusters Score -1.584503e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 10236 members 
Mstep: Class 4 contains 19937 members 
Mstep: Class 5 contains 9527 members 
Mstep: Class 6 contains 20457 members 
Mstep: Class 7 contains 238073 members 
Mstep: Class 8 contains 6567 members 
Mstep: Class 9 contains 44243 members 
Mstep: Class 10 contains 162301 members 
Mstep: Class 11 contains 8816 members 
Mstep: Class 12 contains 65187 members 
Mstep: Class 13 contains 2362 members 
Mstep: Class 14 contains 160291 members 
Mstep: Class 15 contains 57572 members 
Mstep: Class 16 contains 6428 members 
Mstep: Class 17 contains 2746 members 
Mstep: Class 18 contains 9181 members 
Mstep: Class 19 contains 41963 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 160371 members 
Mstep: Class 22 contains 98743 members 
Mstep: Class 23 contains 30541 members 
Mstep: Class 24 contains 3476 members 
Mstep: Class 25 contains 123024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158450304.000000 Penalty: 87436.632812
Iteration 69Q: 26 clusters Score -1.584503e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 10280 members 
Mstep: Class 4 contains 19956 members 
Mstep: Class 5 contains 9537 members 
Mstep: Class 6 contains 20453 members 
Mstep: Class 7 contains 238049 members 
Mstep: Class 8 contains 6547 members 
Mstep: Class 9 contains 44232 members 
Mstep: Class 10 contains 162321 members 
Mstep: Class 11 contains 8816 members 
Mstep: Class 12 contains 65172 members 
Mstep: Class 13 contains 2362 members 
Mstep: Class 14 contains 160268 members 
Mstep: Class 15 contains 57573 members 
Mstep: Class 16 contains 6432 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 9179 members 
Mstep: Class 19 contains 41963 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 160397 members 
Mstep: Class 22 contains 98729 members 
Mstep: Class 23 contains 30543 members 
Mstep: Class 24 contains 3477 members 
Mstep: Class 25 contains 123018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158450320.000000 Penalty: 87436.632812
Iteration 70Q: 26 clusters Score -1.584503e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 10309 members 
Mstep: Class 4 contains 19972 members 
Mstep: Class 5 contains 9543 members 
Mstep: Class 6 contains 20448 members 
Mstep: Class 7 contains 238032 members 
Mstep: Class 8 contains 6540 members 
Mstep: Class 9 contains 44228 members 
Mstep: Class 10 contains 162348 members 
Mstep: Class 11 contains 8813 members 
Mstep: Class 12 contains 65157 members 
Mstep: Class 13 contains 2362 members 
Mstep: Class 14 contains 160231 members 
Mstep: Class 15 contains 57576 members 
Mstep: Class 16 contains 6434 members 
Mstep: Class 17 contains 2754 members 
Mstep: Class 18 contains 9174 members 
Mstep: Class 19 contains 41969 members 
Mstep: Class 20 contains 37733 members 
Mstep: Class 21 contains 160421 members 
Mstep: Class 22 contains 98717 members 
Mstep: Class 23 contains 30547 members 
Mstep: Class 24 contains 3477 members 
Mstep: Class 25 contains 123015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158450448.000000 Penalty: 87436.632812
Iteration 71Q: 26 clusters Score -1.584504e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 10344 members 
Mstep: Class 4 contains 19981 members 
Mstep: Class 5 contains 9543 members 
Mstep: Class 6 contains 20443 members 
Mstep: Class 7 contains 238021 members 
Mstep: Class 8 contains 6531 members 
Mstep: Class 9 contains 44220 members 
Mstep: Class 10 contains 162390 members 
Mstep: Class 11 contains 8812 members 
Mstep: Class 12 contains 65143 members 
Mstep: Class 13 contains 2362 members 
Mstep: Class 14 contains 160183 members 
Mstep: Class 15 contains 57575 members 
Mstep: Class 16 contains 6434 members 
Mstep: Class 17 contains 2757 members 
Mstep: Class 18 contains 9171 members 
Mstep: Class 19 contains 41974 members 
Mstep: Class 20 contains 37731 members 
Mstep: Class 21 contains 160454 members 
Mstep: Class 22 contains 98709 members 
Mstep: Class 23 contains 30551 members 
Mstep: Class 24 contains 3476 members 
Mstep: Class 25 contains 123005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158450288.000000 Penalty: 87436.632812
Iteration 72Q: 26 clusters Score -1.584503e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 10378 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 9543 members 
Mstep: Class 6 contains 20444 members 
Mstep: Class 7 contains 238010 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 44219 members 
Mstep: Class 10 contains 162402 members 
Mstep: Class 11 contains 8809 members 
Mstep: Class 12 contains 65124 members 
Mstep: Class 13 contains 2362 members 
Mstep: Class 14 contains 160160 members 
Mstep: Class 15 contains 57580 members 
Mstep: Class 16 contains 6436 members 
Mstep: Class 17 contains 2757 members 
Mstep: Class 18 contains 9175 members 
Mstep: Class 19 contains 41969 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 160478 members 
Mstep: Class 22 contains 98697 members 
Mstep: Class 23 contains 30556 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158450512.000000 Penalty: 87436.632812
Iteration 73Q: 26 clusters Score -1.584505e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 10399 members 
Mstep: Class 4 contains 20008 members 
Mstep: Class 5 contains 9546 members 
Mstep: Class 6 contains 20444 members 
Mstep: Class 7 contains 238000 members 
Mstep: Class 8 contains 6503 members 
Mstep: Class 9 contains 44220 members 
Mstep: Class 10 contains 162425 members 
Mstep: Class 11 contains 8810 members 
Mstep: Class 12 contains 65108 members 
Mstep: Class 13 contains 2362 members 
Mstep: Class 14 contains 160137 members 
Mstep: Class 15 contains 57581 members 
Mstep: Class 16 contains 6438 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 9170 members 
Mstep: Class 19 contains 41961 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 160502 members 
Mstep: Class 22 contains 98689 members 
Mstep: Class 23 contains 30558 members 
Mstep: Class 24 contains 3476 members 
Mstep: Class 25 contains 122988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158450560.000000 Penalty: 87436.632812
Iteration 74Q: 26 clusters Score -1.584506e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 10423 members 
Mstep: Class 4 contains 20012 members 
Mstep: Class 5 contains 9551 members 
Mstep: Class 6 contains 20437 members 
Mstep: Class 7 contains 237980 members 
Mstep: Class 8 contains 6493 members 
Mstep: Class 9 contains 44230 members 
Mstep: Class 10 contains 162434 members 
Mstep: Class 11 contains 8808 members 
Mstep: Class 12 contains 65093 members 
Mstep: Class 13 contains 2362 members 
Mstep: Class 14 contains 160126 members 
Mstep: Class 15 contains 57584 members 
Mstep: Class 16 contains 6440 members 
Mstep: Class 17 contains 2762 members 
Mstep: Class 18 contains 9174 members 
Mstep: Class 19 contains 41958 members 
Mstep: Class 20 contains 37733 members 
Mstep: Class 21 contains 160520 members 
Mstep: Class 22 contains 98682 members 
Mstep: Class 23 contains 30562 members 
Mstep: Class 24 contains 3477 members 
Mstep: Class 25 contains 122985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158450544.000000 Penalty: 87436.632812
Iteration 75Q: 26 clusters Score -1.584505e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 10444 members 
Mstep: Class 4 contains 20017 members 
Mstep: Class 5 contains 9553 members 
Mstep: Class 6 contains 20436 members 
Mstep: Class 7 contains 237965 members 
Mstep: Class 8 contains 6478 members 
Mstep: Class 9 contains 44236 members 
Mstep: Class 10 contains 162454 members 
Mstep: Class 11 contains 8808 members 
Mstep: Class 12 contains 65086 members 
Mstep: Class 13 contains 2362 members 
Mstep: Class 14 contains 160096 members 
Mstep: Class 15 contains 57586 members 
Mstep: Class 16 contains 6444 members 
Mstep: Class 17 contains 2764 members 
Mstep: Class 18 contains 9177 members 
Mstep: Class 19 contains 41960 members 
Mstep: Class 20 contains 37733 members 
Mstep: Class 21 contains 160536 members 
Mstep: Class 22 contains 98673 members 
Mstep: Class 23 contains 30566 members 
Mstep: Class 24 contains 3476 members 
Mstep: Class 25 contains 122980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158450576.000000 Penalty: 87436.632812
Iteration 76Q: 26 clusters Score -1.584506e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 10464 members 
Mstep: Class 4 contains 20018 members 
Mstep: Class 5 contains 9554 members 
Mstep: Class 6 contains 20436 members 
Mstep: Class 7 contains 237961 members 
Mstep: Class 8 contains 6460 members 
Mstep: Class 9 contains 44245 members 
Mstep: Class 10 contains 162475 members 
Mstep: Class 11 contains 8810 members 
Mstep: Class 12 contains 65081 members 
Mstep: Class 13 contains 2362 members 
Mstep: Class 14 contains 160071 members 
Mstep: Class 15 contains 57585 members 
Mstep: Class 16 contains 6446 members 
Mstep: Class 17 contains 2764 members 
Mstep: Class 18 contains 9174 members 
Mstep: Class 19 contains 41959 members 
Mstep: Class 20 contains 37733 members 
Mstep: Class 21 contains 160548 members 
Mstep: Class 22 contains 98665 members 
Mstep: Class 23 contains 30568 members 
Mstep: Class 24 contains 3476 members 
Mstep: Class 25 contains 122979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158450720.000000 Penalty: 87436.632812
Iteration 77Q: 26 clusters Score -1.584507e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 10482 members 
Mstep: Class 4 contains 20024 members 
Mstep: Class 5 contains 9555 members 
Mstep: Class 6 contains 20440 members 
Mstep: Class 7 contains 237955 members 
Mstep: Class 8 contains 6446 members 
Mstep: Class 9 contains 44250 members 
Mstep: Class 10 contains 162487 members 
Mstep: Class 11 contains 8809 members 
Mstep: Class 12 contains 65075 members 
Mstep: Class 13 contains 2362 members 
Mstep: Class 14 contains 160053 members 
Mstep: Class 15 contains 57586 members 
Mstep: Class 16 contains 6447 members 
Mstep: Class 17 contains 2763 members 
Mstep: Class 18 contains 9175 members 
Mstep: Class 19 contains 41961 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 160560 members 
Mstep: Class 22 contains 98656 members 
Mstep: Class 23 contains 30569 members 
Mstep: Class 24 contains 3476 members 
Mstep: Class 25 contains 122976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158450608.000000 Penalty: 87436.632812
Iteration 78Q: 26 clusters Score -1.584506e+08 nChanged 178
Entering ConstructFrom: 
Score: -158450608.000000 Penalty: 87436.632812
Entering ConstructFrom: 
Trying to split cluster 1 (12100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Entering Unmasked Estep 
Score: -1420854.625000 Penalty: 2331.438232
	Iteration 0F: 2 clusters Score -1420855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1411871.000000 Penalty: 4662.876465
	Iteration 0F: 3 clusters Score -1411871 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1414649.875000 Penalty: 4662.876465
	Iteration 1F: 3 clusters Score -1414650 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1415127.750000 Penalty: 4662.876465
	Iteration 2F: 3 clusters Score -1415128 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1415612.000000 Penalty: 4662.876465
	Iteration 3F: 3 clusters Score -1415612 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1416165.875000 Penalty: 4662.876465
	Iteration 4F: 3 clusters Score -1416166 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1416842.250000 Penalty: 4662.876465
	Iteration 5F: 3 clusters Score -1416842 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1417643.000000 Penalty: 4662.876465
	Iteration 6F: 3 clusters Score -1417643 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1418515.750000 Penalty: 4662.876465
	Iteration 7F: 3 clusters Score -1418516 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1419289.125000 Penalty: 4662.876465
	Iteration 8F: 3 clusters Score -1419289 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1419791.875000 Penalty: 4662.876465
	Iteration 9Q: 3 clusters Score -1419792 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1420034.750000 Penalty: 4662.876465
	Iteration 10Q: 3 clusters Score -1420035 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1420199.250000 Penalty: 4662.876465
	Iteration 11Q: 3 clusters Score -1420199 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1420290.500000 Penalty: 4662.876465
	Iteration 12Q: 3 clusters Score -1420290 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1420339.250000 Penalty: 4662.876465
	Iteration 13Q: 3 clusters Score -1420339 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1420370.750000 Penalty: 4662.876465
	Iteration 14Q: 3 clusters Score -1420371 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1420383.250000 Penalty: 4662.876465
	Iteration 15Q: 3 clusters Score -1420383 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1420407.250000 Penalty: 4662.876465
	Iteration 16Q: 3 clusters Score -1420407 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1420418.000000 Penalty: 4662.876465
	Iteration 17Q: 3 clusters Score -1420418 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1420441.125000 Penalty: 4662.876465
	Iteration 18Q: 3 clusters Score -1420441 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1420457.625000 Penalty: 4662.876465
	Iteration 19Q: 3 clusters Score -1420458 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1420483.375000 Penalty: 4662.876465
	Iteration 20F: 3 clusters Score -1420483 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1420496.375000 Penalty: 4662.876465
	Iteration 21Q: 3 clusters Score -1420496 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1420512.875000 Penalty: 4662.876465
	Iteration 22Q: 3 clusters Score -1420513 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1420519.000000 Penalty: 4662.876465
	Iteration 23Q: 3 clusters Score -1420519 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1420535.375000 Penalty: 4662.876465
	Iteration 24Q: 3 clusters Score -1420535 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1420555.625000 Penalty: 4662.876465
	Iteration 25Q: 3 clusters Score -1420556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1420562.500000 Penalty: 4662.876465
	Iteration 26Q: 3 clusters Score -1420562 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1420571.250000 Penalty: 4662.876465
	Iteration 27Q: 3 clusters Score -1420571 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1420585.000000 Penalty: 4662.876465
	Iteration 28Q: 3 clusters Score -1420585 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1420585.750000 Penalty: 4662.876465
	Iteration 29Q: 3 clusters Score -1420586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1420589.125000 Penalty: 4662.876465
	Iteration 30Q: 3 clusters Score -1420589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1420593.875000 Penalty: 4662.876465
	Iteration 31Q: 3 clusters Score -1420594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1420596.750000 Penalty: 4662.876465
	Iteration 32Q: 3 clusters Score -1420597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1420602.750000 Penalty: 4662.876465
	Iteration 33Q: 3 clusters Score -1420603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1420603.750000 Penalty: 4662.876465
	Iteration 34Q: 3 clusters Score -1420604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1420610.000000 Penalty: 4662.876465
	Iteration 35Q: 3 clusters Score -1420610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1420617.250000 Penalty: 4662.876465
	Iteration 36Q: 3 clusters Score -1420617 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1420630.250000 Penalty: 4662.876465
	Iteration 37Q: 3 clusters Score -1420630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1420632.750000 Penalty: 4662.876465
	Iteration 38Q: 3 clusters Score -1420633 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1420635.000000 Penalty: 4662.876465
	Iteration 39Q: 3 clusters Score -1420635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1420636.375000 Penalty: 4662.876465
	Iteration 40F: 3 clusters Score -1420636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1420639.625000 Penalty: 4662.876465
	Iteration 41Q: 3 clusters Score -1420640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1420638.250000 Penalty: 4662.876465
	Iteration 42Q: 3 clusters Score -1420638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1420641.250000 Penalty: 4662.876465
	Iteration 43Q: 3 clusters Score -1420641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1420639.875000 Penalty: 4662.876465
	Iteration 44Q: 3 clusters Score -1420640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1420639.500000 Penalty: 4662.876465
	Iteration 45Q: 3 clusters Score -1420640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1420637.250000 Penalty: 4662.876465
	Iteration 46Q: 3 clusters Score -1420637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1420639.500000 Penalty: 4662.876465
	Iteration 47Q: 3 clusters Score -1420640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1420640.250000 Penalty: 4662.876465
	Iteration 48Q: 3 clusters Score -1420640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1420641.125000 Penalty: 4662.876465
	Iteration 49Q: 3 clusters Score -1420641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1420643.375000 Penalty: 4662.876465
	Iteration 50Q: 3 clusters Score -1420643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1420645.250000 Penalty: 4662.876465
	Iteration 51Q: 3 clusters Score -1420645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1420645.500000 Penalty: 4662.876465
	Iteration 52Q: 3 clusters Score -1420646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1420645.875000 Penalty: 4662.876465
	Iteration 53Q: 3 clusters Score -1420646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1420645.875000 Penalty: 4662.876465
	Iteration 54F: 3 clusters Score -1420646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -68409.734375 Penalty: 1626.784546
	Iteration 0F: 2 clusters Score -68409.73 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 339 members 
Entering Unmasked Estep 
Score: -66904.359375 Penalty: 3253.569092
	Iteration 0F: 3 clusters Score -66904.36 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67804.351562 Penalty: 3253.569092
	Iteration 1F: 3 clusters Score -67804.35 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -68859.992188 Penalty: 3253.569092
	Iteration 2F: 3 clusters Score -68859.99 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -70356.304688 Penalty: 3253.569092
	Iteration 3F: 3 clusters Score -70356.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -71385.750000 Penalty: 3253.569092
	Iteration 4Q: 3 clusters Score -71385.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -71385.750000 Penalty: 3253.569092
	Iteration 5F: 3 clusters Score -71385.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 438 members 
Mstep: Class 3 contains 10495 members 
Mstep: Class 4 contains 20023 members 
Mstep: Class 5 contains 9555 members 
Mstep: Class 6 contains 20439 members 
Mstep: Class 7 contains 237950 members 
Mstep: Class 8 contains 6437 members 
Mstep: Class 9 contains 44256 members 
Mstep: Class 10 contains 162492 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 65065 members 
Mstep: Class 13 contains 2362 members 
Mstep: Class 14 contains 160039 members 
Mstep: Class 15 contains 57587 members 
Mstep: Class 16 contains 6452 members 
Mstep: Class 17 contains 2763 members 
Mstep: Class 18 contains 9175 members 
Mstep: Class 19 contains 41963 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 160577 members 
Mstep: Class 22 contains 98650 members 
Mstep: Class 23 contains 30573 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122975 members 
Mstep: Class 26 contains 268 members 
Entering Unmasked Estep 
Score: -158451488.000000 Penalty: 90934.093750
Splitting cluster 2 changes total score from -158450608.000000 to -158451488.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 3 (10495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Entering Unmasked Estep 
Score: -1259087.375000 Penalty: 2296.146240
	Iteration 0F: 2 clusters Score -1259087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1251045.375000 Penalty: 4592.292480
	Iteration 0F: 3 clusters Score -1251045 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1253333.250000 Penalty: 4592.292480
	Iteration 1F: 3 clusters Score -1253333 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1253651.500000 Penalty: 4592.292480
	Iteration 2F: 3 clusters Score -1253652 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1253891.250000 Penalty: 4592.292480
	Iteration 3F: 3 clusters Score -1253891 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1254093.875000 Penalty: 4592.292480
	Iteration 4Q: 3 clusters Score -1254094 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1254272.875000 Penalty: 4592.292480
	Iteration 5Q: 3 clusters Score -1254273 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1254461.000000 Penalty: 4592.292480
	Iteration 6Q: 3 clusters Score -1254461 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1254647.250000 Penalty: 4592.292480
	Iteration 7Q: 3 clusters Score -1254647 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1254845.875000 Penalty: 4592.292480
	Iteration 8Q: 3 clusters Score -1254846 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1255067.625000 Penalty: 4592.292480
	Iteration 9Q: 3 clusters Score -1255068 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1255306.875000 Penalty: 4592.292480
	Iteration 10Q: 3 clusters Score -1255307 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1255582.000000 Penalty: 4592.292480
	Iteration 11Q: 3 clusters Score -1255582 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1255882.875000 Penalty: 4592.292480
	Iteration 12Q: 3 clusters Score -1255883 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1256152.500000 Penalty: 4592.292480
	Iteration 13Q: 3 clusters Score -1256152 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1256453.375000 Penalty: 4592.292480
	Iteration 14Q: 3 clusters Score -1256453 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1256684.000000 Penalty: 4592.292480
	Iteration 15Q: 3 clusters Score -1256684 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1256850.250000 Penalty: 4592.292480
	Iteration 16Q: 3 clusters Score -1256850 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1256996.625000 Penalty: 4592.292480
	Iteration 17Q: 3 clusters Score -1256997 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1257113.250000 Penalty: 4592.292480
	Iteration 18Q: 3 clusters Score -1257113 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1257206.750000 Penalty: 4592.292480
	Iteration 19Q: 3 clusters Score -1257207 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1257279.500000 Penalty: 4592.292480
	Iteration 20F: 3 clusters Score -1257280 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1257328.625000 Penalty: 4592.292480
	Iteration 21Q: 3 clusters Score -1257329 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1257364.250000 Penalty: 4592.292480
	Iteration 22Q: 3 clusters Score -1257364 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1257398.000000 Penalty: 4592.292480
	Iteration 23Q: 3 clusters Score -1257398 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1257427.000000 Penalty: 4592.292480
	Iteration 24Q: 3 clusters Score -1257427 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1257454.750000 Penalty: 4592.292480
	Iteration 25Q: 3 clusters Score -1257455 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1257471.875000 Penalty: 4592.292480
	Iteration 26Q: 3 clusters Score -1257472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1257484.625000 Penalty: 4592.292480
	Iteration 27Q: 3 clusters Score -1257485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1257491.625000 Penalty: 4592.292480
	Iteration 28Q: 3 clusters Score -1257492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1257496.625000 Penalty: 4592.292480
	Iteration 29Q: 3 clusters Score -1257497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1257505.125000 Penalty: 4592.292480
	Iteration 30Q: 3 clusters Score -1257505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1257515.625000 Penalty: 4592.292480
	Iteration 31Q: 3 clusters Score -1257516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1257519.250000 Penalty: 4592.292480
	Iteration 32Q: 3 clusters Score -1257519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1257526.750000 Penalty: 4592.292480
	Iteration 33Q: 3 clusters Score -1257527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1257531.000000 Penalty: 4592.292480
	Iteration 34Q: 3 clusters Score -1257531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1257529.000000 Penalty: 4592.292480
	Iteration 35Q: 3 clusters Score -1257529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1257529.875000 Penalty: 4592.292480
	Iteration 36Q: 3 clusters Score -1257530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1257532.000000 Penalty: 4592.292480
	Iteration 37Q: 3 clusters Score -1257532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1257531.875000 Penalty: 4592.292480
	Iteration 38Q: 3 clusters Score -1257532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1257530.500000 Penalty: 4592.292480
	Iteration 39Q: 3 clusters Score -1257530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1257529.875000 Penalty: 4592.292480
	Iteration 40F: 3 clusters Score -1257530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Entering Unmasked Estep 
Score: -2306009.250000 Penalty: 2456.350098
	Iteration 0F: 2 clusters Score -2306009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2291870.750000 Penalty: 4912.700195
	Iteration 0F: 3 clusters Score -2291871 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2296694.250000 Penalty: 4912.700195
	Iteration 1F: 3 clusters Score -2296694 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2297263.750000 Penalty: 4912.700195
	Iteration 2F: 3 clusters Score -2297264 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2297813.000000 Penalty: 4912.700195
	Iteration 3F: 3 clusters Score -2297813 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2298398.000000 Penalty: 4912.700195
	Iteration 4F: 3 clusters Score -2298398 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2299024.000000 Penalty: 4912.700195
	Iteration 5F: 3 clusters Score -2299024 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2299636.000000 Penalty: 4912.700195
	Iteration 6F: 3 clusters Score -2299636 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2300164.750000 Penalty: 4912.700195
	Iteration 7Q: 3 clusters Score -2300165 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2300590.250000 Penalty: 4912.700195
	Iteration 8Q: 3 clusters Score -2300590 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2300909.250000 Penalty: 4912.700195
	Iteration 9Q: 3 clusters Score -2300909 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2301190.000000 Penalty: 4912.700195
	Iteration 10Q: 3 clusters Score -2301190 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2301412.250000 Penalty: 4912.700195
	Iteration 11Q: 3 clusters Score -2301412 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2301597.750000 Penalty: 4912.700195
	Iteration 12Q: 3 clusters Score -2301598 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2301773.500000 Penalty: 4912.700195
	Iteration 13Q: 3 clusters Score -2301774 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2301934.000000 Penalty: 4912.700195
	Iteration 14Q: 3 clusters Score -2301934 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2302100.750000 Penalty: 4912.700195
	Iteration 15Q: 3 clusters Score -2302101 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2302283.500000 Penalty: 4912.700195
	Iteration 16Q: 3 clusters Score -2302284 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2302448.750000 Penalty: 4912.700195
	Iteration 17Q: 3 clusters Score -2302449 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2302650.250000 Penalty: 4912.700195
	Iteration 18Q: 3 clusters Score -2302650 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2302842.250000 Penalty: 4912.700195
	Iteration 19Q: 3 clusters Score -2302842 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2303007.500000 Penalty: 4912.700195
	Iteration 20F: 3 clusters Score -2303008 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2303139.250000 Penalty: 4912.700195
	Iteration 21Q: 3 clusters Score -2303139 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2303257.250000 Penalty: 4912.700195
	Iteration 22Q: 3 clusters Score -2303257 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2303362.500000 Penalty: 4912.700195
	Iteration 23Q: 3 clusters Score -2303362 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2303476.750000 Penalty: 4912.700195
	Iteration 24Q: 3 clusters Score -2303477 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2303556.500000 Penalty: 4912.700195
	Iteration 25Q: 3 clusters Score -2303556 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2303627.500000 Penalty: 4912.700195
	Iteration 26Q: 3 clusters Score -2303628 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2303694.750000 Penalty: 4912.700195
	Iteration 27Q: 3 clusters Score -2303695 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2303745.250000 Penalty: 4912.700195
	Iteration 28Q: 3 clusters Score -2303745 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2303791.250000 Penalty: 4912.700195
	Iteration 29Q: 3 clusters Score -2303791 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2303818.750000 Penalty: 4912.700195
	Iteration 30Q: 3 clusters Score -2303819 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2303841.750000 Penalty: 4912.700195
	Iteration 31Q: 3 clusters Score -2303842 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2303877.250000 Penalty: 4912.700195
	Iteration 32Q: 3 clusters Score -2303877 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2303906.500000 Penalty: 4912.700195
	Iteration 33Q: 3 clusters Score -2303906 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2303933.750000 Penalty: 4912.700195
	Iteration 34Q: 3 clusters Score -2303934 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2303967.250000 Penalty: 4912.700195
	Iteration 35Q: 3 clusters Score -2303967 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2304000.250000 Penalty: 4912.700195
	Iteration 36Q: 3 clusters Score -2304000 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2304044.250000 Penalty: 4912.700195
	Iteration 37Q: 3 clusters Score -2304044 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2304090.750000 Penalty: 4912.700195
	Iteration 38Q: 3 clusters Score -2304091 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2304126.250000 Penalty: 4912.700195
	Iteration 39Q: 3 clusters Score -2304126 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2304172.250000 Penalty: 4912.700195
	Iteration 40F: 3 clusters Score -2304172 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2304226.750000 Penalty: 4912.700195
	Iteration 41Q: 3 clusters Score -2304227 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2304264.500000 Penalty: 4912.700195
	Iteration 42Q: 3 clusters Score -2304264 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2304286.000000 Penalty: 4912.700195
	Iteration 43Q: 3 clusters Score -2304286 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2304306.500000 Penalty: 4912.700195
	Iteration 44Q: 3 clusters Score -2304306 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2304315.250000 Penalty: 4912.700195
	Iteration 45Q: 3 clusters Score -2304315 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2304324.250000 Penalty: 4912.700195
	Iteration 46Q: 3 clusters Score -2304324 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2304341.250000 Penalty: 4912.700195
	Iteration 47Q: 3 clusters Score -2304341 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2304343.750000 Penalty: 4912.700195
	Iteration 48Q: 3 clusters Score -2304344 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2304351.750000 Penalty: 4912.700195
	Iteration 49Q: 3 clusters Score -2304352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2304363.250000 Penalty: 4912.700195
	Iteration 50Q: 3 clusters Score -2304363 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2304366.250000 Penalty: 4912.700195
	Iteration 51Q: 3 clusters Score -2304366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2304373.000000 Penalty: 4912.700195
	Iteration 52Q: 3 clusters Score -2304373 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2304375.000000 Penalty: 4912.700195
	Iteration 53Q: 3 clusters Score -2304375 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2304382.750000 Penalty: 4912.700195
	Iteration 54Q: 3 clusters Score -2304383 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2304386.500000 Penalty: 4912.700195
	Iteration 55Q: 3 clusters Score -2304386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2304395.000000 Penalty: 4912.700195
	Iteration 56Q: 3 clusters Score -2304395 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2304393.750000 Penalty: 4912.700195
	Iteration 57Q: 3 clusters Score -2304394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2304398.250000 Penalty: 4912.700195
	Iteration 58Q: 3 clusters Score -2304398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2304405.000000 Penalty: 4912.700195
	Iteration 59Q: 3 clusters Score -2304405 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2304407.750000 Penalty: 4912.700195
	Iteration 60F: 3 clusters Score -2304408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2304417.750000 Penalty: 4912.700195
	Iteration 61Q: 3 clusters Score -2304418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2304414.250000 Penalty: 4912.700195
	Iteration 62Q: 3 clusters Score -2304414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2304421.500000 Penalty: 4912.700195
	Iteration 63Q: 3 clusters Score -2304422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2304424.750000 Penalty: 4912.700195
	Iteration 64Q: 3 clusters Score -2304425 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2304427.750000 Penalty: 4912.700195
	Iteration 65Q: 3 clusters Score -2304428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2304436.750000 Penalty: 4912.700195
	Iteration 66Q: 3 clusters Score -2304437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2304437.250000 Penalty: 4912.700195
	Iteration 67Q: 3 clusters Score -2304437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2304438.500000 Penalty: 4912.700195
	Iteration 68Q: 3 clusters Score -2304438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2304435.500000 Penalty: 4912.700195
	Iteration 69Q: 3 clusters Score -2304436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2304442.500000 Penalty: 4912.700195
	Iteration 70Q: 3 clusters Score -2304442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2304446.250000 Penalty: 4912.700195
	Iteration 71Q: 3 clusters Score -2304446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2304442.000000 Penalty: 4912.700195
	Iteration 72Q: 3 clusters Score -2304442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2304443.250000 Penalty: 4912.700195
	Iteration 73Q: 3 clusters Score -2304443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2304441.500000 Penalty: 4912.700195
	Iteration 74Q: 3 clusters Score -2304442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2304440.250000 Penalty: 4912.700195
	Iteration 75Q: 3 clusters Score -2304440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2304448.000000 Penalty: 4912.700195
	Iteration 76Q: 3 clusters Score -2304448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2304449.500000 Penalty: 4912.700195
	Iteration 77Q: 3 clusters Score -2304450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2304452.250000 Penalty: 4912.700195
	Iteration 78Q: 3 clusters Score -2304452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2304452.500000 Penalty: 4912.700195
	Iteration 79Q: 3 clusters Score -2304452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2304452.250000 Penalty: 4912.700195
	Iteration 80F: 3 clusters Score -2304452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2304450.500000 Penalty: 4912.700195
	Iteration 81Q: 3 clusters Score -2304450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2304454.500000 Penalty: 4912.700195
	Iteration 82Q: 3 clusters Score -2304454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2304454.250000 Penalty: 4912.700195
	Iteration 83Q: 3 clusters Score -2304454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2304452.750000 Penalty: 4912.700195
	Iteration 84Q: 3 clusters Score -2304453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2304448.750000 Penalty: 4912.700195
	Iteration 85Q: 3 clusters Score -2304449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2304447.500000 Penalty: 4912.700195
	Iteration 86Q: 3 clusters Score -2304448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2304450.250000 Penalty: 4912.700195
	Iteration 87Q: 3 clusters Score -2304450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2304445.500000 Penalty: 4912.700195
	Iteration 88Q: 3 clusters Score -2304446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2304451.000000 Penalty: 4912.700195
	Iteration 89Q: 3 clusters Score -2304451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2304452.000000 Penalty: 4912.700195
	Iteration 90Q: 3 clusters Score -2304452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2304449.500000 Penalty: 4912.700195
	Iteration 91Q: 3 clusters Score -2304450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2304449.000000 Penalty: 4912.700195
	Iteration 92Q: 3 clusters Score -2304449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2304449.000000 Penalty: 4912.700195
	Iteration 93F: 3 clusters Score -2304449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Entering Unmasked Estep 
Score: -1162929.250000 Penalty: 2272.875244
	Iteration 0F: 2 clusters Score -1162929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1155576.375000 Penalty: 4545.750488
	Iteration 0F: 3 clusters Score -1155576 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1157797.125000 Penalty: 4545.750488
	Iteration 1F: 3 clusters Score -1157797 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1158244.500000 Penalty: 4545.750488
	Iteration 2F: 3 clusters Score -1158244 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1158579.625000 Penalty: 4545.750488
	Iteration 3F: 3 clusters Score -1158580 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1158866.625000 Penalty: 4545.750488
	Iteration 4F: 3 clusters Score -1158867 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1159158.500000 Penalty: 4545.750488
	Iteration 5Q: 3 clusters Score -1159158 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1159462.000000 Penalty: 4545.750488
	Iteration 6Q: 3 clusters Score -1159462 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1159786.750000 Penalty: 4545.750488
	Iteration 7Q: 3 clusters Score -1159787 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1160112.875000 Penalty: 4545.750488
	Iteration 8Q: 3 clusters Score -1160113 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1160446.750000 Penalty: 4545.750488
	Iteration 9Q: 3 clusters Score -1160447 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1160682.125000 Penalty: 4545.750488
	Iteration 10Q: 3 clusters Score -1160682 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1160818.250000 Penalty: 4545.750488
	Iteration 11Q: 3 clusters Score -1160818 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1160917.375000 Penalty: 4545.750488
	Iteration 12Q: 3 clusters Score -1160917 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1160984.750000 Penalty: 4545.750488
	Iteration 13Q: 3 clusters Score -1160985 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1161026.250000 Penalty: 4545.750488
	Iteration 14Q: 3 clusters Score -1161026 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1161058.625000 Penalty: 4545.750488
	Iteration 15Q: 3 clusters Score -1161059 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1161079.375000 Penalty: 4545.750488
	Iteration 16Q: 3 clusters Score -1161079 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1161100.750000 Penalty: 4545.750488
	Iteration 17Q: 3 clusters Score -1161101 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1161113.375000 Penalty: 4545.750488
	Iteration 18Q: 3 clusters Score -1161113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1161125.500000 Penalty: 4545.750488
	Iteration 19Q: 3 clusters Score -1161126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1161132.125000 Penalty: 4545.750488
	Iteration 20F: 3 clusters Score -1161132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1161137.625000 Penalty: 4545.750488
	Iteration 21Q: 3 clusters Score -1161138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1161139.000000 Penalty: 4545.750488
	Iteration 22Q: 3 clusters Score -1161139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1161143.375000 Penalty: 4545.750488
	Iteration 23Q: 3 clusters Score -1161143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1161147.625000 Penalty: 4545.750488
	Iteration 24Q: 3 clusters Score -1161148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1161151.375000 Penalty: 4545.750488
	Iteration 25Q: 3 clusters Score -1161151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1161151.125000 Penalty: 4545.750488
	Iteration 26Q: 3 clusters Score -1161151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1161153.625000 Penalty: 4545.750488
	Iteration 27Q: 3 clusters Score -1161154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1161154.125000 Penalty: 4545.750488
	Iteration 28Q: 3 clusters Score -1161154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1161155.375000 Penalty: 4545.750488
	Iteration 29Q: 3 clusters Score -1161155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1161156.875000 Penalty: 4545.750488
	Iteration 30Q: 3 clusters Score -1161157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1161157.750000 Penalty: 4545.750488
	Iteration 31Q: 3 clusters Score -1161158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1161158.875000 Penalty: 4545.750488
	Iteration 32Q: 3 clusters Score -1161159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1161158.875000 Penalty: 4545.750488
	Iteration 33F: 3 clusters Score -1161159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Entering Unmasked Estep 
Score: -2481739.250000 Penalty: 2461.449707
	Iteration 0F: 2 clusters Score -2481739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2467488.250000 Penalty: 4922.899414
	Iteration 0F: 3 clusters Score -2467488 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2472408.250000 Penalty: 4922.899414
	Iteration 1F: 3 clusters Score -2472408 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2472901.500000 Penalty: 4922.899414
	Iteration 2F: 3 clusters Score -2472902 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2473380.000000 Penalty: 4922.899414
	Iteration 3F: 3 clusters Score -2473380 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2473914.750000 Penalty: 4922.899414
	Iteration 4F: 3 clusters Score -2473915 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2474504.000000 Penalty: 4922.899414
	Iteration 5F: 3 clusters Score -2474504 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2475230.000000 Penalty: 4922.899414
	Iteration 6F: 3 clusters Score -2475230 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2476143.750000 Penalty: 4922.899414
	Iteration 7F: 3 clusters Score -2476144 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2477085.000000 Penalty: 4922.899414
	Iteration 8F: 3 clusters Score -2477085 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2477851.250000 Penalty: 4922.899414
	Iteration 9Q: 3 clusters Score -2477851 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2478418.250000 Penalty: 4922.899414
	Iteration 10Q: 3 clusters Score -2478418 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2478829.000000 Penalty: 4922.899414
	Iteration 11Q: 3 clusters Score -2478829 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2479127.000000 Penalty: 4922.899414
	Iteration 12Q: 3 clusters Score -2479127 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -2479319.500000 Penalty: 4922.899414
	Iteration 13Q: 3 clusters Score -2479320 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2479429.500000 Penalty: 4922.899414
	Iteration 14Q: 3 clusters Score -2479430 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -2479494.500000 Penalty: 4922.899414
	Iteration 15Q: 3 clusters Score -2479494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2479530.500000 Penalty: 4922.899414
	Iteration 16Q: 3 clusters Score -2479530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2479566.750000 Penalty: 4922.899414
	Iteration 17Q: 3 clusters Score -2479567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2479580.500000 Penalty: 4922.899414
	Iteration 18Q: 3 clusters Score -2479580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2479598.500000 Penalty: 4922.899414
	Iteration 19Q: 3 clusters Score -2479598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2479622.750000 Penalty: 4922.899414
	Iteration 20F: 3 clusters Score -2479623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -2479632.500000 Penalty: 4922.899414
	Iteration 21Q: 3 clusters Score -2479632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2479643.000000 Penalty: 4922.899414
	Iteration 22Q: 3 clusters Score -2479643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2479645.250000 Penalty: 4922.899414
	Iteration 23Q: 3 clusters Score -2479645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2479645.500000 Penalty: 4922.899414
	Iteration 24Q: 3 clusters Score -2479646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2479643.750000 Penalty: 4922.899414
	Iteration 25Q: 3 clusters Score -2479644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2479645.000000 Penalty: 4922.899414
	Iteration 26Q: 3 clusters Score -2479645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2479648.750000 Penalty: 4922.899414
	Iteration 27Q: 3 clusters Score -2479649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2479654.250000 Penalty: 4922.899414
	Iteration 28Q: 3 clusters Score -2479654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2479660.500000 Penalty: 4922.899414
	Iteration 29Q: 3 clusters Score -2479660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -2479667.000000 Penalty: 4922.899414
	Iteration 30Q: 3 clusters Score -2479667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2479674.250000 Penalty: 4922.899414
	Iteration 31Q: 3 clusters Score -2479674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2479678.000000 Penalty: 4922.899414
	Iteration 32Q: 3 clusters Score -2479678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2479680.500000 Penalty: 4922.899414
	Iteration 33Q: 3 clusters Score -2479680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2479680.500000 Penalty: 4922.899414
	Iteration 34F: 3 clusters Score -2479680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (237950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237950 members 
Entering Unmasked Estep 
Score: -29018372.000000 Penalty: 3070.194336
	Iteration 0F: 2 clusters Score -2.901837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119218 members 
Mstep: Class 2 contains 118732 members 
Entering Unmasked Estep 
Score: -28862754.000000 Penalty: 6140.388672
	Iteration 0F: 3 clusters Score -2.886275e+07 nChanged 114865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125757 members 
Mstep: Class 2 contains 112193 members 
Entering Unmasked Estep 
Score: -28931262.000000 Penalty: 6140.388672
	Iteration 1F: 3 clusters Score -2.893126e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130049 members 
Mstep: Class 2 contains 107901 members 
Entering Unmasked Estep 
Score: -28934156.000000 Penalty: 6140.388672
	Iteration 2Q: 3 clusters Score -2.893416e+07 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136350 members 
Mstep: Class 2 contains 101600 members 
Entering Unmasked Estep 
Score: -28938414.000000 Penalty: 6140.388672
	Iteration 3Q: 3 clusters Score -2.893841e+07 nChanged 12036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145010 members 
Mstep: Class 2 contains 92940 members 
Entering Unmasked Estep 
Score: -28944768.000000 Penalty: 6140.388672
	Iteration 4F: 3 clusters Score -2.894477e+07 nChanged 14166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156230 members 
Mstep: Class 2 contains 81720 members 
Entering Unmasked Estep 
Score: -28953256.000000 Penalty: 6140.388672
	Iteration 5F: 3 clusters Score -2.895326e+07 nChanged 16173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170235 members 
Mstep: Class 2 contains 67715 members 
Entering Unmasked Estep 
Score: -28963774.000000 Penalty: 6140.388672
	Iteration 6F: 3 clusters Score -2.896377e+07 nChanged 17646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186399 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -28976362.000000 Penalty: 6140.388672
	Iteration 7F: 3 clusters Score -2.897636e+07 nChanged 16925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202476 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -28989068.000000 Penalty: 6140.388672
	Iteration 8F: 3 clusters Score -2.898907e+07 nChanged 13557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215747 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -28999422.000000 Penalty: 6140.388672
	Iteration 9F: 3 clusters Score -2.899942e+07 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225019 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -29006846.000000 Penalty: 6140.388672
	Iteration 10Q: 3 clusters Score -2.900685e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230537 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -29011090.000000 Penalty: 6140.388672
	Iteration 11Q: 3 clusters Score -2.901109e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233405 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -29013340.000000 Penalty: 6140.388672
	Iteration 12Q: 3 clusters Score -2.901334e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234776 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -29014424.000000 Penalty: 6140.388672
	Iteration 13Q: 3 clusters Score -2.901442e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235393 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -29015168.000000 Penalty: 6140.388672
	Iteration 14Q: 3 clusters Score -2.901517e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235642 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -29015654.000000 Penalty: 6140.388672
	Iteration 15Q: 3 clusters Score -2.901565e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235779 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -29015860.000000 Penalty: 6140.388672
	Iteration 16Q: 3 clusters Score -2.901586e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235852 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -29016018.000000 Penalty: 6140.388672
	Iteration 17Q: 3 clusters Score -2.901602e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235878 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -29016100.000000 Penalty: 6140.388672
	Iteration 18Q: 3 clusters Score -2.90161e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235907 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -29016158.000000 Penalty: 6140.388672
	Iteration 19Q: 3 clusters Score -2.901616e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235926 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -29016226.000000 Penalty: 6140.388672
	Iteration 20F: 3 clusters Score -2.901623e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235931 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -29016292.000000 Penalty: 6140.388672
	Iteration 21Q: 3 clusters Score -2.901629e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235939 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -29016312.000000 Penalty: 6140.388672
	Iteration 22Q: 3 clusters Score -2.901631e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235941 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -29016352.000000 Penalty: 6140.388672
	Iteration 23Q: 3 clusters Score -2.901635e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235949 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -29016362.000000 Penalty: 6140.388672
	Iteration 24Q: 3 clusters Score -2.901636e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235951 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -29016380.000000 Penalty: 6140.388672
	Iteration 25Q: 3 clusters Score -2.901638e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235958 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -29016422.000000 Penalty: 6140.388672
	Iteration 26Q: 3 clusters Score -2.901642e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235946 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -29016454.000000 Penalty: 6140.388672
	Iteration 27Q: 3 clusters Score -2.901645e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235934 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -29016444.000000 Penalty: 6140.388672
	Iteration 28Q: 3 clusters Score -2.901644e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235920 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -29016484.000000 Penalty: 6140.388672
	Iteration 29Q: 3 clusters Score -2.901648e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235913 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -29016510.000000 Penalty: 6140.388672
	Iteration 30Q: 3 clusters Score -2.901651e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235906 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -29016506.000000 Penalty: 6140.388672
	Iteration 31Q: 3 clusters Score -2.901651e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235906 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -29016506.000000 Penalty: 6140.388672
	Iteration 32Q: 3 clusters Score -2.901651e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235895 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -29016510.000000 Penalty: 6140.388672
	Iteration 33Q: 3 clusters Score -2.901651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235896 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -29016524.000000 Penalty: 6140.388672
	Iteration 34Q: 3 clusters Score -2.901652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235895 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -29016504.000000 Penalty: 6140.388672
	Iteration 35Q: 3 clusters Score -2.90165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235896 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -29016514.000000 Penalty: 6140.388672
	Iteration 36Q: 3 clusters Score -2.901651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235899 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -29016514.000000 Penalty: 6140.388672
	Iteration 37Q: 3 clusters Score -2.901651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235903 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -29016524.000000 Penalty: 6140.388672
	Iteration 38Q: 3 clusters Score -2.901652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235903 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -29016520.000000 Penalty: 6140.388672
	Iteration 39Q: 3 clusters Score -2.901652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235903 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -29016526.000000 Penalty: 6140.388672
	Iteration 40F: 3 clusters Score -2.901653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235905 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -29016512.000000 Penalty: 6140.388672
	Iteration 41Q: 3 clusters Score -2.901651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235907 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -29016500.000000 Penalty: 6140.388672
	Iteration 42Q: 3 clusters Score -2.90165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235906 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -29016498.000000 Penalty: 6140.388672
	Iteration 43Q: 3 clusters Score -2.90165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235905 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -29016500.000000 Penalty: 6140.388672
	Iteration 44Q: 3 clusters Score -2.90165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235904 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -29016514.000000 Penalty: 6140.388672
	Iteration 45Q: 3 clusters Score -2.901651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235904 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -29016518.000000 Penalty: 6140.388672
	Iteration 46Q: 3 clusters Score -2.901652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235905 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -29016522.000000 Penalty: 6140.388672
	Iteration 47Q: 3 clusters Score -2.901652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235905 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -29016522.000000 Penalty: 6140.388672
	Iteration 48F: 3 clusters Score -2.901652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Entering Unmasked Estep 
Score: -781541.562500 Penalty: 2174.915039
	Iteration 0F: 2 clusters Score -781541.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -776162.375000 Penalty: 4349.830078
	Iteration 0F: 3 clusters Score -776162.4 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -777552.625000 Penalty: 4349.830078
	Iteration 1F: 3 clusters Score -777552.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -777762.125000 Penalty: 4349.830078
	Iteration 2F: 3 clusters Score -777762.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -777901.875000 Penalty: 4349.830078
	Iteration 3F: 3 clusters Score -777901.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -778020.812500 Penalty: 4349.830078
	Iteration 4Q: 3 clusters Score -778020.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -778133.812500 Penalty: 4349.830078
	Iteration 5Q: 3 clusters Score -778133.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -778217.625000 Penalty: 4349.830078
	Iteration 6Q: 3 clusters Score -778217.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -778266.125000 Penalty: 4349.830078
	Iteration 7Q: 3 clusters Score -778266.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -778309.625000 Penalty: 4349.830078
	Iteration 8Q: 3 clusters Score -778309.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -778348.750000 Penalty: 4349.830078
	Iteration 9Q: 3 clusters Score -778348.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -778376.875000 Penalty: 4349.830078
	Iteration 10Q: 3 clusters Score -778376.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -778414.687500 Penalty: 4349.830078
	Iteration 11Q: 3 clusters Score -778414.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -778446.562500 Penalty: 4349.830078
	Iteration 12Q: 3 clusters Score -778446.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -778469.625000 Penalty: 4349.830078
	Iteration 13Q: 3 clusters Score -778469.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -778496.000000 Penalty: 4349.830078
	Iteration 14Q: 3 clusters Score -778496 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -778520.375000 Penalty: 4349.830078
	Iteration 15Q: 3 clusters Score -778520.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -778547.312500 Penalty: 4349.830078
	Iteration 16Q: 3 clusters Score -778547.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -778573.750000 Penalty: 4349.830078
	Iteration 17Q: 3 clusters Score -778573.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -778599.375000 Penalty: 4349.830078
	Iteration 18Q: 3 clusters Score -778599.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -778627.687500 Penalty: 4349.830078
	Iteration 19Q: 3 clusters Score -778627.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -778650.125000 Penalty: 4349.830078
	Iteration 20F: 3 clusters Score -778650.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -778680.250000 Penalty: 4349.830078
	Iteration 21Q: 3 clusters Score -778680.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -778700.562500 Penalty: 4349.830078
	Iteration 22Q: 3 clusters Score -778700.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -778725.187500 Penalty: 4349.830078
	Iteration 23Q: 3 clusters Score -778725.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -778748.000000 Penalty: 4349.830078
	Iteration 24Q: 3 clusters Score -778748 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -778768.062500 Penalty: 4349.830078
	Iteration 25Q: 3 clusters Score -778768.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -778788.687500 Penalty: 4349.830078
	Iteration 26Q: 3 clusters Score -778788.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -778815.000000 Penalty: 4349.830078
	Iteration 27Q: 3 clusters Score -778815 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -778843.437500 Penalty: 4349.830078
	Iteration 28Q: 3 clusters Score -778843.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -778875.875000 Penalty: 4349.830078
	Iteration 29Q: 3 clusters Score -778875.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -778901.812500 Penalty: 4349.830078
	Iteration 30Q: 3 clusters Score -778901.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -778925.687500 Penalty: 4349.830078
	Iteration 31Q: 3 clusters Score -778925.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -778945.375000 Penalty: 4349.830078
	Iteration 32Q: 3 clusters Score -778945.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -778965.312500 Penalty: 4349.830078
	Iteration 33Q: 3 clusters Score -778965.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -778991.000000 Penalty: 4349.830078
	Iteration 34Q: 3 clusters Score -778991 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -779020.750000 Penalty: 4349.830078
	Iteration 35Q: 3 clusters Score -779020.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -779050.187500 Penalty: 4349.830078
	Iteration 36Q: 3 clusters Score -779050.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -779089.625000 Penalty: 4349.830078
	Iteration 37Q: 3 clusters Score -779089.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -779129.187500 Penalty: 4349.830078
	Iteration 38Q: 3 clusters Score -779129.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -779172.687500 Penalty: 4349.830078
	Iteration 39Q: 3 clusters Score -779172.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -779221.750000 Penalty: 4349.830078
	Iteration 40F: 3 clusters Score -779221.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -779257.187500 Penalty: 4349.830078
	Iteration 41Q: 3 clusters Score -779257.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -779291.562500 Penalty: 4349.830078
	Iteration 42Q: 3 clusters Score -779291.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -779312.812500 Penalty: 4349.830078
	Iteration 43Q: 3 clusters Score -779312.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -779333.500000 Penalty: 4349.830078
	Iteration 44Q: 3 clusters Score -779333.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -779359.687500 Penalty: 4349.830078
	Iteration 45Q: 3 clusters Score -779359.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -779387.562500 Penalty: 4349.830078
	Iteration 46Q: 3 clusters Score -779387.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -779413.187500 Penalty: 4349.830078
	Iteration 47Q: 3 clusters Score -779413.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -779428.125000 Penalty: 4349.830078
	Iteration 48Q: 3 clusters Score -779428.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -779450.312500 Penalty: 4349.830078
	Iteration 49Q: 3 clusters Score -779450.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -779479.125000 Penalty: 4349.830078
	Iteration 50Q: 3 clusters Score -779479.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -779508.500000 Penalty: 4349.830078
	Iteration 51Q: 3 clusters Score -779508.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -779530.687500 Penalty: 4349.830078
	Iteration 52Q: 3 clusters Score -779530.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -779558.187500 Penalty: 4349.830078
	Iteration 53Q: 3 clusters Score -779558.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -779574.812500 Penalty: 4349.830078
	Iteration 54Q: 3 clusters Score -779574.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -779586.875000 Penalty: 4349.830078
	Iteration 55Q: 3 clusters Score -779586.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -779593.375000 Penalty: 4349.830078
	Iteration 56Q: 3 clusters Score -779593.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -779600.812500 Penalty: 4349.830078
	Iteration 57Q: 3 clusters Score -779600.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -779607.750000 Penalty: 4349.830078
	Iteration 58Q: 3 clusters Score -779607.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -779611.937500 Penalty: 4349.830078
	Iteration 59Q: 3 clusters Score -779611.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -779620.375000 Penalty: 4349.830078
	Iteration 60F: 3 clusters Score -779620.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -779625.687500 Penalty: 4349.830078
	Iteration 61Q: 3 clusters Score -779625.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -779630.812500 Penalty: 4349.830078
	Iteration 62Q: 3 clusters Score -779630.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -779632.062500 Penalty: 4349.830078
	Iteration 63Q: 3 clusters Score -779632.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -779635.562500 Penalty: 4349.830078
	Iteration 64Q: 3 clusters Score -779635.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -779636.625000 Penalty: 4349.830078
	Iteration 65Q: 3 clusters Score -779636.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -779638.750000 Penalty: 4349.830078
	Iteration 66Q: 3 clusters Score -779638.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -779641.812500 Penalty: 4349.830078
	Iteration 67Q: 3 clusters Score -779641.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -779642.812500 Penalty: 4349.830078
	Iteration 68Q: 3 clusters Score -779642.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -779643.062500 Penalty: 4349.830078
	Iteration 69Q: 3 clusters Score -779643.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -779643.312500 Penalty: 4349.830078
	Iteration 70Q: 3 clusters Score -779643.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -779644.812500 Penalty: 4349.830078
	Iteration 71Q: 3 clusters Score -779644.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -779644.812500 Penalty: 4349.830078
	Iteration 72F: 3 clusters Score -779644.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Entering Unmasked Estep 
Score: -5053077.000000 Penalty: 2653.041016
	Iteration 0F: 2 clusters Score -5053077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -5023068.000000 Penalty: 5306.082031
	Iteration 0F: 3 clusters Score -5023068 nChanged 20407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -5034647.000000 Penalty: 5306.082031
	Iteration 1F: 3 clusters Score -5034647 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -5035606.500000 Penalty: 5306.082031
	Iteration 2F: 3 clusters Score -5035606 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -5036782.500000 Penalty: 5306.082031
	Iteration 3F: 3 clusters Score -5036782 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -5038273.000000 Penalty: 5306.082031
	Iteration 4F: 3 clusters Score -5038273 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -5040052.500000 Penalty: 5306.082031
	Iteration 5F: 3 clusters Score -5040052 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -5041896.000000 Penalty: 5306.082031
	Iteration 6F: 3 clusters Score -5041896 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -5043599.000000 Penalty: 5306.082031
	Iteration 7F: 3 clusters Score -5043599 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -5044978.500000 Penalty: 5306.082031
	Iteration 8Q: 3 clusters Score -5044978 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -5046031.000000 Penalty: 5306.082031
	Iteration 9Q: 3 clusters Score -5046031 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -5046858.500000 Penalty: 5306.082031
	Iteration 10Q: 3 clusters Score -5046858 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -5047550.000000 Penalty: 5306.082031
	Iteration 11Q: 3 clusters Score -5047550 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -5048153.500000 Penalty: 5306.082031
	Iteration 12Q: 3 clusters Score -5048154 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -5048698.000000 Penalty: 5306.082031
	Iteration 13Q: 3 clusters Score -5048698 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -5049132.500000 Penalty: 5306.082031
	Iteration 14Q: 3 clusters Score -5049132 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -5049484.000000 Penalty: 5306.082031
	Iteration 15Q: 3 clusters Score -5049484 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -5049771.000000 Penalty: 5306.082031
	Iteration 16Q: 3 clusters Score -5049771 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -5049996.500000 Penalty: 5306.082031
	Iteration 17Q: 3 clusters Score -5049996 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -5050157.000000 Penalty: 5306.082031
	Iteration 18Q: 3 clusters Score -5050157 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -5050308.000000 Penalty: 5306.082031
	Iteration 19Q: 3 clusters Score -5050308 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -5050430.500000 Penalty: 5306.082031
	Iteration 20F: 3 clusters Score -5050430 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -5050543.500000 Penalty: 5306.082031
	Iteration 21Q: 3 clusters Score -5050544 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -5050601.000000 Penalty: 5306.082031
	Iteration 22Q: 3 clusters Score -5050601 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -5050675.500000 Penalty: 5306.082031
	Iteration 23Q: 3 clusters Score -5050676 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -5050742.500000 Penalty: 5306.082031
	Iteration 24Q: 3 clusters Score -5050742 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -5050783.500000 Penalty: 5306.082031
	Iteration 25Q: 3 clusters Score -5050784 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -5050813.000000 Penalty: 5306.082031
	Iteration 26Q: 3 clusters Score -5050813 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -5050839.500000 Penalty: 5306.082031
	Iteration 27Q: 3 clusters Score -5050840 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -5050865.000000 Penalty: 5306.082031
	Iteration 28Q: 3 clusters Score -5050865 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -5050887.000000 Penalty: 5306.082031
	Iteration 29Q: 3 clusters Score -5050887 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -5050897.000000 Penalty: 5306.082031
	Iteration 30Q: 3 clusters Score -5050897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -5050896.500000 Penalty: 5306.082031
	Iteration 31Q: 3 clusters Score -5050896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -5050910.500000 Penalty: 5306.082031
	Iteration 32Q: 3 clusters Score -5050910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -5050921.000000 Penalty: 5306.082031
	Iteration 33Q: 3 clusters Score -5050921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -5050927.500000 Penalty: 5306.082031
	Iteration 34Q: 3 clusters Score -5050928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -5050939.000000 Penalty: 5306.082031
	Iteration 35Q: 3 clusters Score -5050939 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -5050954.000000 Penalty: 5306.082031
	Iteration 36Q: 3 clusters Score -5050954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -5050968.000000 Penalty: 5306.082031
	Iteration 37Q: 3 clusters Score -5050968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -5050971.500000 Penalty: 5306.082031
	Iteration 38Q: 3 clusters Score -5050972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -5050977.000000 Penalty: 5306.082031
	Iteration 39Q: 3 clusters Score -5050977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -5050979.500000 Penalty: 5306.082031
	Iteration 40F: 3 clusters Score -5050980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -5050981.500000 Penalty: 5306.082031
	Iteration 41Q: 3 clusters Score -5050982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -5050987.000000 Penalty: 5306.082031
	Iteration 42Q: 3 clusters Score -5050987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -5050990.000000 Penalty: 5306.082031
	Iteration 43Q: 3 clusters Score -5050990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -5050993.500000 Penalty: 5306.082031
	Iteration 44Q: 3 clusters Score -5050994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -5051000.500000 Penalty: 5306.082031
	Iteration 45Q: 3 clusters Score -5051000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -5051001.500000 Penalty: 5306.082031
	Iteration 46Q: 3 clusters Score -5051002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -5051019.500000 Penalty: 5306.082031
	Iteration 47Q: 3 clusters Score -5051020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -5051024.000000 Penalty: 5306.082031
	Iteration 48Q: 3 clusters Score -5051024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -5051033.500000 Penalty: 5306.082031
	Iteration 49Q: 3 clusters Score -5051034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -5051035.000000 Penalty: 5306.082031
	Iteration 50Q: 3 clusters Score -5051035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -5051038.500000 Penalty: 5306.082031
	Iteration 51Q: 3 clusters Score -5051038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -5051044.000000 Penalty: 5306.082031
	Iteration 52Q: 3 clusters Score -5051044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -5051055.000000 Penalty: 5306.082031
	Iteration 53Q: 3 clusters Score -5051055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -5051060.500000 Penalty: 5306.082031
	Iteration 54Q: 3 clusters Score -5051060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -5051065.500000 Penalty: 5306.082031
	Iteration 55Q: 3 clusters Score -5051066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -5051071.500000 Penalty: 5306.082031
	Iteration 56Q: 3 clusters Score -5051072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -5051074.000000 Penalty: 5306.082031
	Iteration 57Q: 3 clusters Score -5051074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -5051072.500000 Penalty: 5306.082031
	Iteration 58Q: 3 clusters Score -5051072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -5051078.500000 Penalty: 5306.082031
	Iteration 59Q: 3 clusters Score -5051078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -5051079.500000 Penalty: 5306.082031
	Iteration 60F: 3 clusters Score -5051080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -5051087.500000 Penalty: 5306.082031
	Iteration 61Q: 3 clusters Score -5051088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -5051093.000000 Penalty: 5306.082031
	Iteration 62Q: 3 clusters Score -5051093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -5051090.000000 Penalty: 5306.082031
	Iteration 63Q: 3 clusters Score -5051090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -5051099.500000 Penalty: 5306.082031
	Iteration 64Q: 3 clusters Score -5051100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -5051104.000000 Penalty: 5306.082031
	Iteration 65Q: 3 clusters Score -5051104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -5051102.500000 Penalty: 5306.082031
	Iteration 66Q: 3 clusters Score -5051102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -5051107.500000 Penalty: 5306.082031
	Iteration 67Q: 3 clusters Score -5051108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -5051105.500000 Penalty: 5306.082031
	Iteration 68Q: 3 clusters Score -5051106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -5051105.500000 Penalty: 5306.082031
	Iteration 69F: 3 clusters Score -5051106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (162492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162492 members 
Entering Unmasked Estep 
Score: -19843772.000000 Penalty: 2975.599365
	Iteration 0F: 2 clusters Score -1.984377e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81127 members 
Mstep: Class 2 contains 81365 members 
Entering Unmasked Estep 
Score: -19735204.000000 Penalty: 5951.198730
	Iteration 0F: 3 clusters Score -1.97352e+07 nChanged 77538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80187 members 
Mstep: Class 2 contains 82305 members 
Entering Unmasked Estep 
Score: -19781134.000000 Penalty: 5951.198730
	Iteration 1F: 3 clusters Score -1.978113e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79997 members 
Mstep: Class 2 contains 82495 members 
Entering Unmasked Estep 
Score: -19782526.000000 Penalty: 5951.198730
	Iteration 2Q: 3 clusters Score -1.978253e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79924 members 
Mstep: Class 2 contains 82568 members 
Entering Unmasked Estep 
Score: -19784158.000000 Penalty: 5951.198730
	Iteration 3Q: 3 clusters Score -1.978416e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79965 members 
Mstep: Class 2 contains 82527 members 
Entering Unmasked Estep 
Score: -19786656.000000 Penalty: 5951.198730
	Iteration 4Q: 3 clusters Score -1.978666e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80208 members 
Mstep: Class 2 contains 82284 members 
Entering Unmasked Estep 
Score: -19789866.000000 Penalty: 5951.198730
	Iteration 5Q: 3 clusters Score -1.978987e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80703 members 
Mstep: Class 2 contains 81789 members 
Entering Unmasked Estep 
Score: -19794120.000000 Penalty: 5951.198730
	Iteration 6F: 3 clusters Score -1.979412e+07 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81028 members 
Mstep: Class 2 contains 81464 members 
Entering Unmasked Estep 
Score: -19798790.000000 Penalty: 5951.198730
	Iteration 7F: 3 clusters Score -1.979879e+07 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81012 members 
Mstep: Class 2 contains 81480 members 
Entering Unmasked Estep 
Score: -19802726.000000 Penalty: 5951.198730
	Iteration 8F: 3 clusters Score -1.980273e+07 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80591 members 
Mstep: Class 2 contains 81901 members 
Entering Unmasked Estep 
Score: -19805944.000000 Penalty: 5951.198730
	Iteration 9Q: 3 clusters Score -1.980594e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79916 members 
Mstep: Class 2 contains 82576 members 
Entering Unmasked Estep 
Score: -19808604.000000 Penalty: 5951.198730
	Iteration 10Q: 3 clusters Score -1.98086e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79306 members 
Mstep: Class 2 contains 83186 members 
Entering Unmasked Estep 
Score: -19810666.000000 Penalty: 5951.198730
	Iteration 11Q: 3 clusters Score -1.981067e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78854 members 
Mstep: Class 2 contains 83638 members 
Entering Unmasked Estep 
Score: -19812584.000000 Penalty: 5951.198730
	Iteration 12Q: 3 clusters Score -1.981258e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78758 members 
Mstep: Class 2 contains 83734 members 
Entering Unmasked Estep 
Score: -19814326.000000 Penalty: 5951.198730
	Iteration 13Q: 3 clusters Score -1.981433e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78960 members 
Mstep: Class 2 contains 83532 members 
Entering Unmasked Estep 
Score: -19815608.000000 Penalty: 5951.198730
	Iteration 14Q: 3 clusters Score -1.981561e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79564 members 
Mstep: Class 2 contains 82928 members 
Entering Unmasked Estep 
Score: -19816570.000000 Penalty: 5951.198730
	Iteration 15Q: 3 clusters Score -1.981657e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80436 members 
Mstep: Class 2 contains 82056 members 
Entering Unmasked Estep 
Score: -19817292.000000 Penalty: 5951.198730
	Iteration 16Q: 3 clusters Score -1.981729e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81545 members 
Mstep: Class 2 contains 80947 members 
Entering Unmasked Estep 
Score: -19817780.000000 Penalty: 5951.198730
	Iteration 17Q: 3 clusters Score -1.981778e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82759 members 
Mstep: Class 2 contains 79733 members 
Entering Unmasked Estep 
Score: -19818068.000000 Penalty: 5951.198730
	Iteration 18Q: 3 clusters Score -1.981807e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84046 members 
Mstep: Class 2 contains 78446 members 
Entering Unmasked Estep 
Score: -19818374.000000 Penalty: 5951.198730
	Iteration 19Q: 3 clusters Score -1.981837e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85408 members 
Mstep: Class 2 contains 77084 members 
Entering Unmasked Estep 
Score: -19818684.000000 Penalty: 5951.198730
	Iteration 20F: 3 clusters Score -1.981868e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86865 members 
Mstep: Class 2 contains 75627 members 
Entering Unmasked Estep 
Score: -19818980.000000 Penalty: 5951.198730
	Iteration 21Q: 3 clusters Score -1.981898e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88426 members 
Mstep: Class 2 contains 74066 members 
Entering Unmasked Estep 
Score: -19819374.000000 Penalty: 5951.198730
	Iteration 22Q: 3 clusters Score -1.981937e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90110 members 
Mstep: Class 2 contains 72382 members 
Entering Unmasked Estep 
Score: -19819782.000000 Penalty: 5951.198730
	Iteration 23Q: 3 clusters Score -1.981978e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91932 members 
Mstep: Class 2 contains 70560 members 
Entering Unmasked Estep 
Score: -19820198.000000 Penalty: 5951.198730
	Iteration 24Q: 3 clusters Score -1.98202e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93918 members 
Mstep: Class 2 contains 68574 members 
Entering Unmasked Estep 
Score: -19820662.000000 Penalty: 5951.198730
	Iteration 25Q: 3 clusters Score -1.982066e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95976 members 
Mstep: Class 2 contains 66516 members 
Entering Unmasked Estep 
Score: -19821340.000000 Penalty: 5951.198730
	Iteration 26Q: 3 clusters Score -1.982134e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98122 members 
Mstep: Class 2 contains 64370 members 
Entering Unmasked Estep 
Score: -19821866.000000 Penalty: 5951.198730
	Iteration 27Q: 3 clusters Score -1.982187e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100373 members 
Mstep: Class 2 contains 62119 members 
Entering Unmasked Estep 
Score: -19822636.000000 Penalty: 5951.198730
	Iteration 28Q: 3 clusters Score -1.982264e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102800 members 
Mstep: Class 2 contains 59692 members 
Entering Unmasked Estep 
Score: -19823448.000000 Penalty: 5951.198730
	Iteration 29Q: 3 clusters Score -1.982345e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105301 members 
Mstep: Class 2 contains 57191 members 
Entering Unmasked Estep 
Score: -19824436.000000 Penalty: 5951.198730
	Iteration 30Q: 3 clusters Score -1.982444e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107857 members 
Mstep: Class 2 contains 54635 members 
Entering Unmasked Estep 
Score: -19825450.000000 Penalty: 5951.198730
	Iteration 31Q: 3 clusters Score -1.982545e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110480 members 
Mstep: Class 2 contains 52012 members 
Entering Unmasked Estep 
Score: -19826584.000000 Penalty: 5951.198730
	Iteration 32Q: 3 clusters Score -1.982658e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113069 members 
Mstep: Class 2 contains 49423 members 
Entering Unmasked Estep 
Score: -19827648.000000 Penalty: 5951.198730
	Iteration 33Q: 3 clusters Score -1.982765e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115605 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -19828566.000000 Penalty: 5951.198730
	Iteration 34Q: 3 clusters Score -1.982857e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118098 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -19829556.000000 Penalty: 5951.198730
	Iteration 35Q: 3 clusters Score -1.982956e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120492 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -19830330.000000 Penalty: 5951.198730
	Iteration 36Q: 3 clusters Score -1.983033e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122765 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -19831122.000000 Penalty: 5951.198730
	Iteration 37Q: 3 clusters Score -1.983112e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124935 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -19831950.000000 Penalty: 5951.198730
	Iteration 38Q: 3 clusters Score -1.983195e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127043 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -19832636.000000 Penalty: 5951.198730
	Iteration 39Q: 3 clusters Score -1.983264e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128995 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -19833412.000000 Penalty: 5951.198730
	Iteration 40F: 3 clusters Score -1.983341e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130967 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -19834058.000000 Penalty: 5951.198730
	Iteration 41Q: 3 clusters Score -1.983406e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132843 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -19834654.000000 Penalty: 5951.198730
	Iteration 42Q: 3 clusters Score -1.983465e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134593 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -19835128.000000 Penalty: 5951.198730
	Iteration 43Q: 3 clusters Score -1.983513e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136255 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -19835650.000000 Penalty: 5951.198730
	Iteration 44Q: 3 clusters Score -1.983565e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137756 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -19836120.000000 Penalty: 5951.198730
	Iteration 45Q: 3 clusters Score -1.983612e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139169 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -19836574.000000 Penalty: 5951.198730
	Iteration 46Q: 3 clusters Score -1.983657e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140451 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -19836968.000000 Penalty: 5951.198730
	Iteration 47Q: 3 clusters Score -1.983697e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141680 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -19837278.000000 Penalty: 5951.198730
	Iteration 48Q: 3 clusters Score -1.983728e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142848 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -19837596.000000 Penalty: 5951.198730
	Iteration 49Q: 3 clusters Score -1.98376e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143912 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -19837878.000000 Penalty: 5951.198730
	Iteration 50Q: 3 clusters Score -1.983788e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144926 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -19838282.000000 Penalty: 5951.198730
	Iteration 51Q: 3 clusters Score -1.983828e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145853 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -19838592.000000 Penalty: 5951.198730
	Iteration 52Q: 3 clusters Score -1.983859e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146699 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -19838740.000000 Penalty: 5951.198730
	Iteration 53Q: 3 clusters Score -1.983874e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147496 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -19838900.000000 Penalty: 5951.198730
	Iteration 54Q: 3 clusters Score -1.98389e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148261 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -19839040.000000 Penalty: 5951.198730
	Iteration 55Q: 3 clusters Score -1.983904e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149029 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -19839254.000000 Penalty: 5951.198730
	Iteration 56Q: 3 clusters Score -1.983925e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149744 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -19839526.000000 Penalty: 5951.198730
	Iteration 57Q: 3 clusters Score -1.983953e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150444 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -19839700.000000 Penalty: 5951.198730
	Iteration 58Q: 3 clusters Score -1.98397e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151096 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -19839880.000000 Penalty: 5951.198730
	Iteration 59Q: 3 clusters Score -1.983988e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151688 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -19840064.000000 Penalty: 5951.198730
	Iteration 60F: 3 clusters Score -1.984006e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152285 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -19840178.000000 Penalty: 5951.198730
	Iteration 61Q: 3 clusters Score -1.984018e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152821 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -19840222.000000 Penalty: 5951.198730
	Iteration 62Q: 3 clusters Score -1.984022e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153323 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -19840376.000000 Penalty: 5951.198730
	Iteration 63Q: 3 clusters Score -1.984038e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153770 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -19840472.000000 Penalty: 5951.198730
	Iteration 64Q: 3 clusters Score -1.984047e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154189 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -19840614.000000 Penalty: 5951.198730
	Iteration 65Q: 3 clusters Score -1.984061e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154570 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -19840620.000000 Penalty: 5951.198730
	Iteration 66Q: 3 clusters Score -1.984062e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154931 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -19840744.000000 Penalty: 5951.198730
	Iteration 67Q: 3 clusters Score -1.984074e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155257 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -19840822.000000 Penalty: 5951.198730
	Iteration 68Q: 3 clusters Score -1.984082e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155561 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -19840904.000000 Penalty: 5951.198730
	Iteration 69Q: 3 clusters Score -1.98409e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155846 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -19840996.000000 Penalty: 5951.198730
	Iteration 70Q: 3 clusters Score -1.9841e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156103 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -19841058.000000 Penalty: 5951.198730
	Iteration 71Q: 3 clusters Score -1.984106e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156346 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -19841152.000000 Penalty: 5951.198730
	Iteration 72Q: 3 clusters Score -1.984115e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156563 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -19841156.000000 Penalty: 5951.198730
	Iteration 73Q: 3 clusters Score -1.984116e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156781 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -19841242.000000 Penalty: 5951.198730
	Iteration 74Q: 3 clusters Score -1.984124e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156976 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -19841326.000000 Penalty: 5951.198730
	Iteration 75Q: 3 clusters Score -1.984133e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157169 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -19841378.000000 Penalty: 5951.198730
	Iteration 76Q: 3 clusters Score -1.984138e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157363 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -19841432.000000 Penalty: 5951.198730
	Iteration 77Q: 3 clusters Score -1.984143e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157513 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -19841532.000000 Penalty: 5951.198730
	Iteration 78Q: 3 clusters Score -1.984153e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157659 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -19841566.000000 Penalty: 5951.198730
	Iteration 79Q: 3 clusters Score -1.984157e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157779 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -19841602.000000 Penalty: 5951.198730
	Iteration 80F: 3 clusters Score -1.98416e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157894 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -19841624.000000 Penalty: 5951.198730
	Iteration 81Q: 3 clusters Score -1.984162e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158012 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -19841640.000000 Penalty: 5951.198730
	Iteration 82Q: 3 clusters Score -1.984164e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158119 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -19841676.000000 Penalty: 5951.198730
	Iteration 83Q: 3 clusters Score -1.984168e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158218 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -19841696.000000 Penalty: 5951.198730
	Iteration 84Q: 3 clusters Score -1.98417e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158325 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -19841696.000000 Penalty: 5951.198730
	Iteration 85Q: 3 clusters Score -1.98417e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158403 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -19841708.000000 Penalty: 5951.198730
	Iteration 86Q: 3 clusters Score -1.984171e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158483 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -19841754.000000 Penalty: 5951.198730
	Iteration 87Q: 3 clusters Score -1.984175e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158559 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -19841784.000000 Penalty: 5951.198730
	Iteration 88Q: 3 clusters Score -1.984178e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158638 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -19841838.000000 Penalty: 5951.198730
	Iteration 89Q: 3 clusters Score -1.984184e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158702 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -19841856.000000 Penalty: 5951.198730
	Iteration 90Q: 3 clusters Score -1.984186e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158743 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -19841824.000000 Penalty: 5951.198730
	Iteration 91Q: 3 clusters Score -1.984182e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158788 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -19841836.000000 Penalty: 5951.198730
	Iteration 92Q: 3 clusters Score -1.984184e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158815 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -19841822.000000 Penalty: 5951.198730
	Iteration 93Q: 3 clusters Score -1.984182e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158829 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -19841828.000000 Penalty: 5951.198730
	Iteration 94Q: 3 clusters Score -1.984183e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158858 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -19841806.000000 Penalty: 5951.198730
	Iteration 95Q: 3 clusters Score -1.984181e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158880 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -19841826.000000 Penalty: 5951.198730
	Iteration 96Q: 3 clusters Score -1.984183e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158902 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -19841828.000000 Penalty: 5951.198730
	Iteration 97Q: 3 clusters Score -1.984183e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158919 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -19841822.000000 Penalty: 5951.198730
	Iteration 98Q: 3 clusters Score -1.984182e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158933 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -19841810.000000 Penalty: 5951.198730
	Iteration 99Q: 3 clusters Score -1.984181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158942 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -19841810.000000 Penalty: 5951.198730
	Iteration 100F: 3 clusters Score -1.984181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158949 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -19841810.000000 Penalty: 5951.198730
	Iteration 101Q: 3 clusters Score -1.984181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158957 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -19841836.000000 Penalty: 5951.198730
	Iteration 102Q: 3 clusters Score -1.984184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158965 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -19841830.000000 Penalty: 5951.198730
	Iteration 103Q: 3 clusters Score -1.984183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158971 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -19841816.000000 Penalty: 5951.198730
	Iteration 104Q: 3 clusters Score -1.984182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158977 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -19841816.000000 Penalty: 5951.198730
	Iteration 105Q: 3 clusters Score -1.984182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158984 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -19841824.000000 Penalty: 5951.198730
	Iteration 106Q: 3 clusters Score -1.984182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158989 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -19841820.000000 Penalty: 5951.198730
	Iteration 107Q: 3 clusters Score -1.984182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158992 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -19841822.000000 Penalty: 5951.198730
	Iteration 108Q: 3 clusters Score -1.984182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158991 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -19841820.000000 Penalty: 5951.198730
	Iteration 109Q: 3 clusters Score -1.984182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158992 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -19841806.000000 Penalty: 5951.198730
	Iteration 110Q: 3 clusters Score -1.984181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158994 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -19841816.000000 Penalty: 5951.198730
	Iteration 111Q: 3 clusters Score -1.984182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158997 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -19841824.000000 Penalty: 5951.198730
	Iteration 112Q: 3 clusters Score -1.984182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159001 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -19841812.000000 Penalty: 5951.198730
	Iteration 113Q: 3 clusters Score -1.984181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159003 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -19841818.000000 Penalty: 5951.198730
	Iteration 114Q: 3 clusters Score -1.984182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159003 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -19841818.000000 Penalty: 5951.198730
	Iteration 115F: 3 clusters Score -1.984182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Entering Unmasked Estep 
Score: -1015984.562500 Penalty: 2252.658936
	Iteration 0F: 2 clusters Score -1015985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1009057.875000 Penalty: 4505.317871
	Iteration 0F: 3 clusters Score -1009058 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1011001.687500 Penalty: 4505.317871
	Iteration 1F: 3 clusters Score -1011002 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1011334.875000 Penalty: 4505.317871
	Iteration 2F: 3 clusters Score -1011335 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1011562.937500 Penalty: 4505.317871
	Iteration 3F: 3 clusters Score -1011563 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1011729.562500 Penalty: 4505.317871
	Iteration 4Q: 3 clusters Score -1011730 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1011874.125000 Penalty: 4505.317871
	Iteration 5Q: 3 clusters Score -1011874 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1012003.312500 Penalty: 4505.317871
	Iteration 6Q: 3 clusters Score -1012003 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1012142.375000 Penalty: 4505.317871
	Iteration 7Q: 3 clusters Score -1012142 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1012299.625000 Penalty: 4505.317871
	Iteration 8Q: 3 clusters Score -1012300 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1012489.250000 Penalty: 4505.317871
	Iteration 9Q: 3 clusters Score -1012489 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1012684.562500 Penalty: 4505.317871
	Iteration 10Q: 3 clusters Score -1012685 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1012871.437500 Penalty: 4505.317871
	Iteration 11Q: 3 clusters Score -1012871 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1013051.250000 Penalty: 4505.317871
	Iteration 12Q: 3 clusters Score -1013051 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1013235.937500 Penalty: 4505.317871
	Iteration 13Q: 3 clusters Score -1013236 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1013383.000000 Penalty: 4505.317871
	Iteration 14Q: 3 clusters Score -1013383 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1013517.812500 Penalty: 4505.317871
	Iteration 15Q: 3 clusters Score -1013518 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1013613.687500 Penalty: 4505.317871
	Iteration 16Q: 3 clusters Score -1013614 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1013715.625000 Penalty: 4505.317871
	Iteration 17Q: 3 clusters Score -1013716 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1013804.625000 Penalty: 4505.317871
	Iteration 18Q: 3 clusters Score -1013805 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1013872.750000 Penalty: 4505.317871
	Iteration 19Q: 3 clusters Score -1013873 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1013928.125000 Penalty: 4505.317871
	Iteration 20F: 3 clusters Score -1013928 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1013971.687500 Penalty: 4505.317871
	Iteration 21Q: 3 clusters Score -1013972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1013999.062500 Penalty: 4505.317871
	Iteration 22Q: 3 clusters Score -1013999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1014007.625000 Penalty: 4505.317871
	Iteration 23Q: 3 clusters Score -1014008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1014016.375000 Penalty: 4505.317871
	Iteration 24Q: 3 clusters Score -1014016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1014024.812500 Penalty: 4505.317871
	Iteration 25Q: 3 clusters Score -1014025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1014028.875000 Penalty: 4505.317871
	Iteration 26Q: 3 clusters Score -1014029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1014036.625000 Penalty: 4505.317871
	Iteration 27Q: 3 clusters Score -1014037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1014048.187500 Penalty: 4505.317871
	Iteration 28Q: 3 clusters Score -1014048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1014053.937500 Penalty: 4505.317871
	Iteration 29Q: 3 clusters Score -1014054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1014056.562500 Penalty: 4505.317871
	Iteration 30Q: 3 clusters Score -1014057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1014061.187500 Penalty: 4505.317871
	Iteration 31Q: 3 clusters Score -1014061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1014065.875000 Penalty: 4505.317871
	Iteration 32Q: 3 clusters Score -1014066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1014067.687500 Penalty: 4505.317871
	Iteration 33Q: 3 clusters Score -1014068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1014071.625000 Penalty: 4505.317871
	Iteration 34Q: 3 clusters Score -1014072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1014072.187500 Penalty: 4505.317871
	Iteration 35Q: 3 clusters Score -1014072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1014072.187500 Penalty: 4505.317871
	Iteration 36F: 3 clusters Score -1014072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (65065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65065 members 
Entering Unmasked Estep 
Score: -7989079.000000 Penalty: 2748.619385
	Iteration 0F: 2 clusters Score -7989079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -7945519.500000 Penalty: 5497.238770
	Iteration 0F: 3 clusters Score -7945520 nChanged 30440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -7962839.000000 Penalty: 5497.238770
	Iteration 1F: 3 clusters Score -7962839 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -7963847.000000 Penalty: 5497.238770
	Iteration 2Q: 3 clusters Score -7963847 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -7964967.500000 Penalty: 5497.238770
	Iteration 3Q: 3 clusters Score -7964968 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -7966362.500000 Penalty: 5497.238770
	Iteration 4Q: 3 clusters Score -7966362 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -7967934.000000 Penalty: 5497.238770
	Iteration 5F: 3 clusters Score -7967934 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -7969578.500000 Penalty: 5497.238770
	Iteration 6F: 3 clusters Score -7969578 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -7971608.000000 Penalty: 5497.238770
	Iteration 7F: 3 clusters Score -7971608 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -7973765.000000 Penalty: 5497.238770
	Iteration 8F: 3 clusters Score -7973765 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49146 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -7975963.000000 Penalty: 5497.238770
	Iteration 9F: 3 clusters Score -7975963 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51904 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -7978112.500000 Penalty: 5497.238770
	Iteration 10Q: 3 clusters Score -7978112 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54430 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -7980077.500000 Penalty: 5497.238770
	Iteration 11Q: 3 clusters Score -7980078 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -7981719.500000 Penalty: 5497.238770
	Iteration 12Q: 3 clusters Score -7981720 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58275 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -7982955.000000 Penalty: 5497.238770
	Iteration 13Q: 3 clusters Score -7982955 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -7983829.500000 Penalty: 5497.238770
	Iteration 14Q: 3 clusters Score -7983830 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60697 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -7984507.500000 Penalty: 5497.238770
	Iteration 15Q: 3 clusters Score -7984508 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61558 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -7985032.500000 Penalty: 5497.238770
	Iteration 16Q: 3 clusters Score -7985032 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62235 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -7985427.500000 Penalty: 5497.238770
	Iteration 17Q: 3 clusters Score -7985428 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62733 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -7985690.500000 Penalty: 5497.238770
	Iteration 18Q: 3 clusters Score -7985690 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -7985908.000000 Penalty: 5497.238770
	Iteration 19Q: 3 clusters Score -7985908 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63401 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -7986067.000000 Penalty: 5497.238770
	Iteration 20F: 3 clusters Score -7986067 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -7986197.500000 Penalty: 5497.238770
	Iteration 21Q: 3 clusters Score -7986198 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63799 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7986278.000000 Penalty: 5497.238770
	Iteration 22Q: 3 clusters Score -7986278 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63934 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -7986372.500000 Penalty: 5497.238770
	Iteration 23Q: 3 clusters Score -7986372 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64042 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7986434.000000 Penalty: 5497.238770
	Iteration 24Q: 3 clusters Score -7986434 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64137 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -7986488.000000 Penalty: 5497.238770
	Iteration 25Q: 3 clusters Score -7986488 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64205 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7986540.000000 Penalty: 5497.238770
	Iteration 26Q: 3 clusters Score -7986540 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64258 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7986586.000000 Penalty: 5497.238770
	Iteration 27Q: 3 clusters Score -7986586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64289 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7986610.500000 Penalty: 5497.238770
	Iteration 28Q: 3 clusters Score -7986610 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64319 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7986647.000000 Penalty: 5497.238770
	Iteration 29Q: 3 clusters Score -7986647 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64344 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7986677.000000 Penalty: 5497.238770
	Iteration 30Q: 3 clusters Score -7986677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64366 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7986688.000000 Penalty: 5497.238770
	Iteration 31Q: 3 clusters Score -7986688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64377 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7986698.500000 Penalty: 5497.238770
	Iteration 32Q: 3 clusters Score -7986698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64389 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7986700.500000 Penalty: 5497.238770
	Iteration 33Q: 3 clusters Score -7986700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64397 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7986712.500000 Penalty: 5497.238770
	Iteration 34Q: 3 clusters Score -7986712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64399 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7986717.000000 Penalty: 5497.238770
	Iteration 35Q: 3 clusters Score -7986717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64400 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -7986715.000000 Penalty: 5497.238770
	Iteration 36Q: 3 clusters Score -7986715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64402 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7986718.500000 Penalty: 5497.238770
	Iteration 37Q: 3 clusters Score -7986718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64404 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -7986712.500000 Penalty: 5497.238770
	Iteration 38Q: 3 clusters Score -7986712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64407 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7986723.500000 Penalty: 5497.238770
	Iteration 39Q: 3 clusters Score -7986724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7986723.500000 Penalty: 5497.238770
	Iteration 40F: 3 clusters Score -7986724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64414 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -7986723.000000 Penalty: 5497.238770
	Iteration 41Q: 3 clusters Score -7986723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7986720.500000 Penalty: 5497.238770
	Iteration 42Q: 3 clusters Score -7986720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64419 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7986725.500000 Penalty: 5497.238770
	Iteration 43Q: 3 clusters Score -7986726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64422 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7986729.000000 Penalty: 5497.238770
	Iteration 44Q: 3 clusters Score -7986729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64424 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7986733.500000 Penalty: 5497.238770
	Iteration 45Q: 3 clusters Score -7986734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64427 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7986732.500000 Penalty: 5497.238770
	Iteration 46Q: 3 clusters Score -7986732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7986734.000000 Penalty: 5497.238770
	Iteration 47Q: 3 clusters Score -7986734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64436 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7986736.500000 Penalty: 5497.238770
	Iteration 48Q: 3 clusters Score -7986736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64440 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7986741.000000 Penalty: 5497.238770
	Iteration 49Q: 3 clusters Score -7986741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64444 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7986746.500000 Penalty: 5497.238770
	Iteration 50Q: 3 clusters Score -7986746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7986743.500000 Penalty: 5497.238770
	Iteration 51Q: 3 clusters Score -7986744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64449 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7986744.500000 Penalty: 5497.238770
	Iteration 52Q: 3 clusters Score -7986744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64450 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7986745.500000 Penalty: 5497.238770
	Iteration 53Q: 3 clusters Score -7986746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64450 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7986745.500000 Penalty: 5497.238770
	Iteration 54F: 3 clusters Score -7986746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -253043.500000 Penalty: 1926.281494
	Iteration 0F: 2 clusters Score -253043.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -250298.750000 Penalty: 3852.562988
	Iteration 0F: 3 clusters Score -250298.8 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -251844.343750 Penalty: 3852.562988
	Iteration 1F: 3 clusters Score -251844.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -253469.859375 Penalty: 3852.562988
	Iteration 2F: 3 clusters Score -253469.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -254808.718750 Penalty: 3852.562988
	Iteration 3F: 3 clusters Score -254808.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -255775.468750 Penalty: 3852.562988
	Iteration 4F: 3 clusters Score -255775.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -257030.031250 Penalty: 3852.562988
	Iteration 5F: 3 clusters Score -257030 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -257689.218750 Penalty: 3852.562988
	Iteration 6Q: 3 clusters Score -257689.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -257939.906250 Penalty: 3852.562988
	Iteration 7Q: 3 clusters Score -257939.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -258482.000000 Penalty: 3852.562988
	Iteration 8Q: 3 clusters Score -258482 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -259367.984375 Penalty: 3852.562988
	Iteration 9Q: 3 clusters Score -259368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -259427.578125 Penalty: 3852.562988
	Iteration 10Q: 3 clusters Score -259427.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -259432.421875 Penalty: 3852.562988
	Iteration 11Q: 3 clusters Score -259432.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -259437.140625 Penalty: 3852.562988
	Iteration 12Q: 3 clusters Score -259437.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -259445.375000 Penalty: 3852.562988
	Iteration 13Q: 3 clusters Score -259445.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -259455.375000 Penalty: 3852.562988
	Iteration 14Q: 3 clusters Score -259455.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -259469.609375 Penalty: 3852.562988
	Iteration 15Q: 3 clusters Score -259469.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -259506.062500 Penalty: 3852.562988
	Iteration 16Q: 3 clusters Score -259506.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -259545.468750 Penalty: 3852.562988
	Iteration 17Q: 3 clusters Score -259545.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -259569.609375 Penalty: 3852.562988
	Iteration 18Q: 3 clusters Score -259569.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -259581.437500 Penalty: 3852.562988
	Iteration 19Q: 3 clusters Score -259581.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -259607.703125 Penalty: 3852.562988
	Iteration 20F: 3 clusters Score -259607.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -259672.062500 Penalty: 3852.562988
	Iteration 21Q: 3 clusters Score -259672.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -260038.937500 Penalty: 3852.562988
	Iteration 22Q: 3 clusters Score -260038.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -260515.640625 Penalty: 3852.562988
	Iteration 23Q: 3 clusters Score -260515.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -260785.281250 Penalty: 3852.562988
	Iteration 24Q: 3 clusters Score -260785.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -260804.593750 Penalty: 3852.562988
	Iteration 25Q: 3 clusters Score -260804.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -260815.421875 Penalty: 3852.562988
	Iteration 26Q: 3 clusters Score -260815.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -260815.421875 Penalty: 3852.562988
	Iteration 27F: 3 clusters Score -260815.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 438 members 
Mstep: Class 3 contains 10495 members 
Mstep: Class 4 contains 20023 members 
Mstep: Class 5 contains 9555 members 
Mstep: Class 6 contains 20439 members 
Mstep: Class 7 contains 237950 members 
Mstep: Class 8 contains 6437 members 
Mstep: Class 9 contains 44256 members 
Mstep: Class 10 contains 162492 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 65065 members 
Mstep: Class 13 contains 1599 members 
Mstep: Class 14 contains 160039 members 
Mstep: Class 15 contains 57587 members 
Mstep: Class 16 contains 6452 members 
Mstep: Class 17 contains 2763 members 
Mstep: Class 18 contains 9175 members 
Mstep: Class 19 contains 41963 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 160577 members 
Mstep: Class 22 contains 98650 members 
Mstep: Class 23 contains 30573 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122975 members 
Mstep: Class 26 contains 268 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
Score: -158457600.000000 Penalty: 94431.562500
Splitting cluster 13 changes total score from -158450608.000000 to -158457600.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (160039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160039 members 
Entering Unmasked Estep 
Score: -19691054.000000 Penalty: 2971.826660
	Iteration 0F: 2 clusters Score -1.969105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 79629 members 
Entering Unmasked Estep 
Score: -19584366.000000 Penalty: 5943.653320
	Iteration 0F: 3 clusters Score -1.958437e+07 nChanged 76575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83639 members 
Mstep: Class 2 contains 76400 members 
Entering Unmasked Estep 
Score: -19628982.000000 Penalty: 5943.653320
	Iteration 1F: 3 clusters Score -1.962898e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85875 members 
Mstep: Class 2 contains 74164 members 
Entering Unmasked Estep 
Score: -19630374.000000 Penalty: 5943.653320
	Iteration 2Q: 3 clusters Score -1.963037e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89393 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -19632746.000000 Penalty: 5943.653320
	Iteration 3Q: 3 clusters Score -1.963275e+07 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94498 members 
Mstep: Class 2 contains 65541 members 
Entering Unmasked Estep 
Score: -19636676.000000 Penalty: 5943.653320
	Iteration 4Q: 3 clusters Score -1.963668e+07 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101710 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
Score: -19642730.000000 Penalty: 5943.653320
	Iteration 5F: 3 clusters Score -1.964273e+07 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110590 members 
Mstep: Class 2 contains 49449 members 
Entering Unmasked Estep 
Score: -19650718.000000 Penalty: 5943.653320
	Iteration 6F: 3 clusters Score -1.965072e+07 nChanged 10542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120344 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -19659762.000000 Penalty: 5943.653320
	Iteration 7F: 3 clusters Score -1.965976e+07 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129712 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -19667964.000000 Penalty: 5943.653320
	Iteration 8F: 3 clusters Score -1.966796e+07 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137882 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -19674988.000000 Penalty: 5943.653320
	Iteration 9F: 3 clusters Score -1.967499e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144339 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -19680190.000000 Penalty: 5943.653320
	Iteration 10Q: 3 clusters Score -1.968019e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149035 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -19683684.000000 Penalty: 5943.653320
	Iteration 11Q: 3 clusters Score -1.968368e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152107 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -19685942.000000 Penalty: 5943.653320
	Iteration 12Q: 3 clusters Score -1.968594e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154078 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -19687230.000000 Penalty: 5943.653320
	Iteration 13Q: 3 clusters Score -1.968723e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155326 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -19687912.000000 Penalty: 5943.653320
	Iteration 14Q: 3 clusters Score -1.968791e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156121 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -19688378.000000 Penalty: 5943.653320
	Iteration 15Q: 3 clusters Score -1.968838e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156651 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -19688638.000000 Penalty: 5943.653320
	Iteration 16Q: 3 clusters Score -1.968864e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156999 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -19688820.000000 Penalty: 5943.653320
	Iteration 17Q: 3 clusters Score -1.968882e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157245 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -19688954.000000 Penalty: 5943.653320
	Iteration 18Q: 3 clusters Score -1.968895e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157434 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -19689036.000000 Penalty: 5943.653320
	Iteration 19Q: 3 clusters Score -1.968904e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157579 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -19689134.000000 Penalty: 5943.653320
	Iteration 20F: 3 clusters Score -1.968913e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157678 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -19689230.000000 Penalty: 5943.653320
	Iteration 21Q: 3 clusters Score -1.968923e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157756 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -19689250.000000 Penalty: 5943.653320
	Iteration 22Q: 3 clusters Score -1.968925e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157806 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -19689272.000000 Penalty: 5943.653320
	Iteration 23Q: 3 clusters Score -1.968927e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157830 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -19689296.000000 Penalty: 5943.653320
	Iteration 24Q: 3 clusters Score -1.96893e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157846 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -19689300.000000 Penalty: 5943.653320
	Iteration 25Q: 3 clusters Score -1.96893e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157875 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -19689358.000000 Penalty: 5943.653320
	Iteration 26Q: 3 clusters Score -1.968936e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157890 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -19689358.000000 Penalty: 5943.653320
	Iteration 27Q: 3 clusters Score -1.968936e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157906 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -19689390.000000 Penalty: 5943.653320
	Iteration 28Q: 3 clusters Score -1.968939e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157920 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -19689408.000000 Penalty: 5943.653320
	Iteration 29Q: 3 clusters Score -1.968941e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157936 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -19689446.000000 Penalty: 5943.653320
	Iteration 30Q: 3 clusters Score -1.968945e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157950 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -19689480.000000 Penalty: 5943.653320
	Iteration 31Q: 3 clusters Score -1.968948e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157962 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -19689458.000000 Penalty: 5943.653320
	Iteration 32Q: 3 clusters Score -1.968946e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157967 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -19689464.000000 Penalty: 5943.653320
	Iteration 33Q: 3 clusters Score -1.968946e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157973 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -19689466.000000 Penalty: 5943.653320
	Iteration 34Q: 3 clusters Score -1.968947e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157985 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -19689486.000000 Penalty: 5943.653320
	Iteration 35Q: 3 clusters Score -1.968949e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157994 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -19689484.000000 Penalty: 5943.653320
	Iteration 36Q: 3 clusters Score -1.968948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158001 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -19689498.000000 Penalty: 5943.653320
	Iteration 37Q: 3 clusters Score -1.96895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158005 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -19689500.000000 Penalty: 5943.653320
	Iteration 38Q: 3 clusters Score -1.96895e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158010 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -19689516.000000 Penalty: 5943.653320
	Iteration 39Q: 3 clusters Score -1.968952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158014 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -19689500.000000 Penalty: 5943.653320
	Iteration 40F: 3 clusters Score -1.96895e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158022 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -19689494.000000 Penalty: 5943.653320
	Iteration 41Q: 3 clusters Score -1.968949e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158030 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -19689482.000000 Penalty: 5943.653320
	Iteration 42Q: 3 clusters Score -1.968948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158034 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -19689492.000000 Penalty: 5943.653320
	Iteration 43Q: 3 clusters Score -1.968949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158038 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -19689494.000000 Penalty: 5943.653320
	Iteration 44Q: 3 clusters Score -1.968949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158041 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -19689504.000000 Penalty: 5943.653320
	Iteration 45Q: 3 clusters Score -1.96895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158043 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -19689498.000000 Penalty: 5943.653320
	Iteration 46Q: 3 clusters Score -1.96895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158045 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -19689502.000000 Penalty: 5943.653320
	Iteration 47Q: 3 clusters Score -1.96895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158046 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -19689496.000000 Penalty: 5943.653320
	Iteration 48Q: 3 clusters Score -1.96895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158048 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -19689492.000000 Penalty: 5943.653320
	Iteration 49Q: 3 clusters Score -1.968949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158050 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -19689484.000000 Penalty: 5943.653320
	Iteration 50Q: 3 clusters Score -1.968948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158050 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -19689486.000000 Penalty: 5943.653320
	Iteration 51Q: 3 clusters Score -1.968949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158051 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -19689488.000000 Penalty: 5943.653320
	Iteration 52Q: 3 clusters Score -1.968949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158052 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -19689486.000000 Penalty: 5943.653320
	Iteration 53Q: 3 clusters Score -1.968949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158056 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -19689504.000000 Penalty: 5943.653320
	Iteration 54Q: 3 clusters Score -1.96895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158059 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -19689512.000000 Penalty: 5943.653320
	Iteration 55Q: 3 clusters Score -1.968951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158065 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -19689524.000000 Penalty: 5943.653320
	Iteration 56Q: 3 clusters Score -1.968952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158071 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -19689512.000000 Penalty: 5943.653320
	Iteration 57Q: 3 clusters Score -1.968951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158076 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -19689524.000000 Penalty: 5943.653320
	Iteration 58Q: 3 clusters Score -1.968952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158078 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -19689518.000000 Penalty: 5943.653320
	Iteration 59Q: 3 clusters Score -1.968952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158079 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -19689506.000000 Penalty: 5943.653320
	Iteration 60F: 3 clusters Score -1.968951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158080 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -19689540.000000 Penalty: 5943.653320
	Iteration 61Q: 3 clusters Score -1.968954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158086 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -19689524.000000 Penalty: 5943.653320
	Iteration 62Q: 3 clusters Score -1.968952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158087 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -19689524.000000 Penalty: 5943.653320
	Iteration 63Q: 3 clusters Score -1.968952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158087 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -19689514.000000 Penalty: 5943.653320
	Iteration 64Q: 3 clusters Score -1.968951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158087 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -19689514.000000 Penalty: 5943.653320
	Iteration 65F: 3 clusters Score -1.968951e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57587 members 
Entering Unmasked Estep 
Score: -6879049.500000 Penalty: 2718.340820
	Iteration 0F: 2 clusters Score -6879050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -6840587.000000 Penalty: 5436.681641
	Iteration 0F: 3 clusters Score -6840587 nChanged 26588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -6855479.000000 Penalty: 5436.681641
	Iteration 1F: 3 clusters Score -6855479 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -6856088.000000 Penalty: 5436.681641
	Iteration 2Q: 3 clusters Score -6856088 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -6856654.000000 Penalty: 5436.681641
	Iteration 3Q: 3 clusters Score -6856654 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -6857235.500000 Penalty: 5436.681641
	Iteration 4Q: 3 clusters Score -6857236 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -6857719.000000 Penalty: 5436.681641
	Iteration 5Q: 3 clusters Score -6857719 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -6858366.500000 Penalty: 5436.681641
	Iteration 6Q: 3 clusters Score -6858366 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -6859109.500000 Penalty: 5436.681641
	Iteration 7Q: 3 clusters Score -6859110 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -6860113.500000 Penalty: 5436.681641
	Iteration 8Q: 3 clusters Score -6860114 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -6861758.000000 Penalty: 5436.681641
	Iteration 9F: 3 clusters Score -6861758 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -6864238.000000 Penalty: 5436.681641
	Iteration 10F: 3 clusters Score -6864238 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -6867512.000000 Penalty: 5436.681641
	Iteration 11F: 3 clusters Score -6867512 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -6871041.500000 Penalty: 5436.681641
	Iteration 12F: 3 clusters Score -6871042 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -6873888.500000 Penalty: 5436.681641
	Iteration 13F: 3 clusters Score -6873888 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 55280 members 
Entering Unmasked Estep 
Score: -6875577.000000 Penalty: 5436.681641
	Iteration 14Q: 3 clusters Score -6875577 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 56182 members 
Entering Unmasked Estep 
Score: -6876385.500000 Penalty: 5436.681641
	Iteration 15Q: 3 clusters Score -6876386 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -6876729.000000 Penalty: 5436.681641
	Iteration 16Q: 3 clusters Score -6876729 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 56749 members 
Entering Unmasked Estep 
Score: -6876954.000000 Penalty: 5436.681641
	Iteration 17Q: 3 clusters Score -6876954 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 56828 members 
Entering Unmasked Estep 
Score: -6877105.000000 Penalty: 5436.681641
	Iteration 18Q: 3 clusters Score -6877105 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 56870 members 
Entering Unmasked Estep 
Score: -6877224.000000 Penalty: 5436.681641
	Iteration 19Q: 3 clusters Score -6877224 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -6877332.500000 Penalty: 5436.681641
	Iteration 20F: 3 clusters Score -6877332 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 56874 members 
Entering Unmasked Estep 
Score: -6877447.000000 Penalty: 5436.681641
	Iteration 21Q: 3 clusters Score -6877447 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 56877 members 
Entering Unmasked Estep 
Score: -6877563.500000 Penalty: 5436.681641
	Iteration 22Q: 3 clusters Score -6877564 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -6877702.500000 Penalty: 5436.681641
	Iteration 23Q: 3 clusters Score -6877702 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 56912 members 
Entering Unmasked Estep 
Score: -6877864.500000 Penalty: 5436.681641
	Iteration 24Q: 3 clusters Score -6877864 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -6878028.000000 Penalty: 5436.681641
	Iteration 25Q: 3 clusters Score -6878028 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 56935 members 
Entering Unmasked Estep 
Score: -6878155.500000 Penalty: 5436.681641
	Iteration 26Q: 3 clusters Score -6878156 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 56947 members 
Entering Unmasked Estep 
Score: -6878254.000000 Penalty: 5436.681641
	Iteration 27Q: 3 clusters Score -6878254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 56959 members 
Entering Unmasked Estep 
Score: -6878321.500000 Penalty: 5436.681641
	Iteration 28Q: 3 clusters Score -6878322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 56967 members 
Entering Unmasked Estep 
Score: -6878372.500000 Penalty: 5436.681641
	Iteration 29Q: 3 clusters Score -6878372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 56974 members 
Entering Unmasked Estep 
Score: -6878369.500000 Penalty: 5436.681641
	Iteration 30Q: 3 clusters Score -6878370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 56975 members 
Entering Unmasked Estep 
Score: -6878384.500000 Penalty: 5436.681641
	Iteration 31Q: 3 clusters Score -6878384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 56978 members 
Entering Unmasked Estep 
Score: -6878383.000000 Penalty: 5436.681641
	Iteration 32Q: 3 clusters Score -6878383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 56978 members 
Entering Unmasked Estep 
Score: -6878383.500000 Penalty: 5436.681641
	Iteration 33Q: 3 clusters Score -6878384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 56979 members 
Entering Unmasked Estep 
Score: -6878380.000000 Penalty: 5436.681641
	Iteration 34Q: 3 clusters Score -6878380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 56982 members 
Entering Unmasked Estep 
Score: -6878390.000000 Penalty: 5436.681641
	Iteration 35Q: 3 clusters Score -6878390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 56985 members 
Entering Unmasked Estep 
Score: -6878391.500000 Penalty: 5436.681641
	Iteration 36Q: 3 clusters Score -6878392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 56985 members 
Entering Unmasked Estep 
Score: -6878391.500000 Penalty: 5436.681641
	Iteration 37F: 3 clusters Score -6878392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Entering Unmasked Estep 
Score: -764682.187500 Penalty: 2175.491943
	Iteration 0F: 2 clusters Score -764682.2 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 3164 members 
Entering Unmasked Estep 
Score: -759240.687500 Penalty: 4350.983887
	Iteration 0F: 3 clusters Score -759240.7 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -760710.750000 Penalty: 4350.983887
	Iteration 1F: 3 clusters Score -760710.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -760942.187500 Penalty: 4350.983887
	Iteration 2F: 3 clusters Score -760942.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -761079.625000 Penalty: 4350.983887
	Iteration 3Q: 3 clusters Score -761079.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -761194.687500 Penalty: 4350.983887
	Iteration 4Q: 3 clusters Score -761194.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -761300.125000 Penalty: 4350.983887
	Iteration 5Q: 3 clusters Score -761300.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -761399.375000 Penalty: 4350.983887
	Iteration 6Q: 3 clusters Score -761399.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -761491.437500 Penalty: 4350.983887
	Iteration 7Q: 3 clusters Score -761491.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -761574.312500 Penalty: 4350.983887
	Iteration 8Q: 3 clusters Score -761574.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -761654.625000 Penalty: 4350.983887
	Iteration 9Q: 3 clusters Score -761654.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -761719.687500 Penalty: 4350.983887
	Iteration 10Q: 3 clusters Score -761719.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -761766.562500 Penalty: 4350.983887
	Iteration 11Q: 3 clusters Score -761766.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -761813.437500 Penalty: 4350.983887
	Iteration 12Q: 3 clusters Score -761813.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -761852.875000 Penalty: 4350.983887
	Iteration 13Q: 3 clusters Score -761852.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -761883.687500 Penalty: 4350.983887
	Iteration 14Q: 3 clusters Score -761883.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -761913.062500 Penalty: 4350.983887
	Iteration 15Q: 3 clusters Score -761913.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -761949.375000 Penalty: 4350.983887
	Iteration 16Q: 3 clusters Score -761949.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -761982.812500 Penalty: 4350.983887
	Iteration 17Q: 3 clusters Score -761982.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -762010.625000 Penalty: 4350.983887
	Iteration 18Q: 3 clusters Score -762010.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -762035.375000 Penalty: 4350.983887
	Iteration 19Q: 3 clusters Score -762035.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -762064.562500 Penalty: 4350.983887
	Iteration 20F: 3 clusters Score -762064.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -762092.375000 Penalty: 4350.983887
	Iteration 21Q: 3 clusters Score -762092.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -762127.562500 Penalty: 4350.983887
	Iteration 22Q: 3 clusters Score -762127.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -762156.750000 Penalty: 4350.983887
	Iteration 23Q: 3 clusters Score -762156.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -762183.125000 Penalty: 4350.983887
	Iteration 24Q: 3 clusters Score -762183.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -762208.562500 Penalty: 4350.983887
	Iteration 25Q: 3 clusters Score -762208.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -762228.812500 Penalty: 4350.983887
	Iteration 26Q: 3 clusters Score -762228.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -762246.312500 Penalty: 4350.983887
	Iteration 27Q: 3 clusters Score -762246.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -762262.125000 Penalty: 4350.983887
	Iteration 28Q: 3 clusters Score -762262.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -762279.312500 Penalty: 4350.983887
	Iteration 29Q: 3 clusters Score -762279.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -762290.625000 Penalty: 4350.983887
	Iteration 30Q: 3 clusters Score -762290.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -762304.125000 Penalty: 4350.983887
	Iteration 31Q: 3 clusters Score -762304.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -762317.125000 Penalty: 4350.983887
	Iteration 32Q: 3 clusters Score -762317.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -762326.437500 Penalty: 4350.983887
	Iteration 33Q: 3 clusters Score -762326.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -762336.062500 Penalty: 4350.983887
	Iteration 34Q: 3 clusters Score -762336.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -762348.625000 Penalty: 4350.983887
	Iteration 35Q: 3 clusters Score -762348.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -762358.437500 Penalty: 4350.983887
	Iteration 36Q: 3 clusters Score -762358.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -762370.687500 Penalty: 4350.983887
	Iteration 37Q: 3 clusters Score -762370.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -762386.375000 Penalty: 4350.983887
	Iteration 38Q: 3 clusters Score -762386.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -762402.000000 Penalty: 4350.983887
	Iteration 39Q: 3 clusters Score -762402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -762416.875000 Penalty: 4350.983887
	Iteration 40F: 3 clusters Score -762416.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -762427.875000 Penalty: 4350.983887
	Iteration 41Q: 3 clusters Score -762427.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -762445.937500 Penalty: 4350.983887
	Iteration 42Q: 3 clusters Score -762445.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -762458.062500 Penalty: 4350.983887
	Iteration 43Q: 3 clusters Score -762458.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -762472.062500 Penalty: 4350.983887
	Iteration 44Q: 3 clusters Score -762472.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -762482.312500 Penalty: 4350.983887
	Iteration 45Q: 3 clusters Score -762482.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -762491.125000 Penalty: 4350.983887
	Iteration 46Q: 3 clusters Score -762491.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -762498.750000 Penalty: 4350.983887
	Iteration 47Q: 3 clusters Score -762498.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -762510.625000 Penalty: 4350.983887
	Iteration 48Q: 3 clusters Score -762510.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -762520.625000 Penalty: 4350.983887
	Iteration 49Q: 3 clusters Score -762520.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -762528.125000 Penalty: 4350.983887
	Iteration 50Q: 3 clusters Score -762528.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -762535.437500 Penalty: 4350.983887
	Iteration 51Q: 3 clusters Score -762535.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -762540.062500 Penalty: 4350.983887
	Iteration 52Q: 3 clusters Score -762540.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -762549.250000 Penalty: 4350.983887
	Iteration 53Q: 3 clusters Score -762549.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -762558.250000 Penalty: 4350.983887
	Iteration 54Q: 3 clusters Score -762558.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -762564.125000 Penalty: 4350.983887
	Iteration 55Q: 3 clusters Score -762564.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -762568.500000 Penalty: 4350.983887
	Iteration 56Q: 3 clusters Score -762568.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -762572.000000 Penalty: 4350.983887
	Iteration 57Q: 3 clusters Score -762572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -762578.187500 Penalty: 4350.983887
	Iteration 58Q: 3 clusters Score -762578.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -762583.750000 Penalty: 4350.983887
	Iteration 59Q: 3 clusters Score -762583.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -762587.625000 Penalty: 4350.983887
	Iteration 60F: 3 clusters Score -762587.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -762590.250000 Penalty: 4350.983887
	Iteration 61Q: 3 clusters Score -762590.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -762591.312500 Penalty: 4350.983887
	Iteration 62Q: 3 clusters Score -762591.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -762594.562500 Penalty: 4350.983887
	Iteration 63Q: 3 clusters Score -762594.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -762597.312500 Penalty: 4350.983887
	Iteration 64Q: 3 clusters Score -762597.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -762598.562500 Penalty: 4350.983887
	Iteration 65Q: 3 clusters Score -762598.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -762597.750000 Penalty: 4350.983887
	Iteration 66Q: 3 clusters Score -762597.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -762599.750000 Penalty: 4350.983887
	Iteration 67Q: 3 clusters Score -762599.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -762601.062500 Penalty: 4350.983887
	Iteration 68Q: 3 clusters Score -762601.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -762600.812500 Penalty: 4350.983887
	Iteration 69Q: 3 clusters Score -762600.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -762606.125000 Penalty: 4350.983887
	Iteration 70Q: 3 clusters Score -762606.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -762607.875000 Penalty: 4350.983887
	Iteration 71Q: 3 clusters Score -762607.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -762610.312500 Penalty: 4350.983887
	Iteration 72Q: 3 clusters Score -762610.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -762610.312500 Penalty: 4350.983887
	Iteration 73Q: 3 clusters Score -762610.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -762614.125000 Penalty: 4350.983887
	Iteration 74Q: 3 clusters Score -762614.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -762615.312500 Penalty: 4350.983887
	Iteration 75Q: 3 clusters Score -762615.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -762615.062500 Penalty: 4350.983887
	Iteration 76Q: 3 clusters Score -762615.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -762616.000000 Penalty: 4350.983887
	Iteration 77Q: 3 clusters Score -762616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -762616.937500 Penalty: 4350.983887
	Iteration 78Q: 3 clusters Score -762616.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -762617.000000 Penalty: 4350.983887
	Iteration 79Q: 3 clusters Score -762617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -762617.000000 Penalty: 4350.983887
	Iteration 80F: 3 clusters Score -762617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Entering Unmasked Estep 
Score: -329380.781250 Penalty: 1965.169922
	Iteration 0F: 2 clusters Score -329380.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -326231.187500 Penalty: 3930.339844
	Iteration 0F: 3 clusters Score -326231.2 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -326824.656250 Penalty: 3930.339844
	Iteration 1F: 3 clusters Score -326824.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -326986.250000 Penalty: 3930.339844
	Iteration 2F: 3 clusters Score -326986.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -327107.531250 Penalty: 3930.339844
	Iteration 3F: 3 clusters Score -327107.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -327184.375000 Penalty: 3930.339844
	Iteration 4Q: 3 clusters Score -327184.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -327246.562500 Penalty: 3930.339844
	Iteration 5Q: 3 clusters Score -327246.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -327298.531250 Penalty: 3930.339844
	Iteration 6Q: 3 clusters Score -327298.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -327335.687500 Penalty: 3930.339844
	Iteration 7Q: 3 clusters Score -327335.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -327371.937500 Penalty: 3930.339844
	Iteration 8Q: 3 clusters Score -327371.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -327409.406250 Penalty: 3930.339844
	Iteration 9Q: 3 clusters Score -327409.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -327460.218750 Penalty: 3930.339844
	Iteration 10Q: 3 clusters Score -327460.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -327508.093750 Penalty: 3930.339844
	Iteration 11Q: 3 clusters Score -327508.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -327537.937500 Penalty: 3930.339844
	Iteration 12Q: 3 clusters Score -327537.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -327553.562500 Penalty: 3930.339844
	Iteration 13Q: 3 clusters Score -327553.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -327566.437500 Penalty: 3930.339844
	Iteration 14Q: 3 clusters Score -327566.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -327575.312500 Penalty: 3930.339844
	Iteration 15Q: 3 clusters Score -327575.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -327582.937500 Penalty: 3930.339844
	Iteration 16Q: 3 clusters Score -327582.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -327592.156250 Penalty: 3930.339844
	Iteration 17Q: 3 clusters Score -327592.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -327596.593750 Penalty: 3930.339844
	Iteration 18Q: 3 clusters Score -327596.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -327601.656250 Penalty: 3930.339844
	Iteration 19Q: 3 clusters Score -327601.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -327608.781250 Penalty: 3930.339844
	Iteration 20F: 3 clusters Score -327608.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -327615.281250 Penalty: 3930.339844
	Iteration 21Q: 3 clusters Score -327615.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -327620.687500 Penalty: 3930.339844
	Iteration 22Q: 3 clusters Score -327620.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -327624.125000 Penalty: 3930.339844
	Iteration 23Q: 3 clusters Score -327624.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -327631.468750 Penalty: 3930.339844
	Iteration 24Q: 3 clusters Score -327631.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -327639.437500 Penalty: 3930.339844
	Iteration 25Q: 3 clusters Score -327639.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -327646.156250 Penalty: 3930.339844
	Iteration 26Q: 3 clusters Score -327646.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -327657.062500 Penalty: 3930.339844
	Iteration 27Q: 3 clusters Score -327657.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -327669.437500 Penalty: 3930.339844
	Iteration 28Q: 3 clusters Score -327669.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -327680.000000 Penalty: 3930.339844
	Iteration 29Q: 3 clusters Score -327680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -327690.562500 Penalty: 3930.339844
	Iteration 30Q: 3 clusters Score -327690.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -327707.218750 Penalty: 3930.339844
	Iteration 31Q: 3 clusters Score -327707.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -327722.656250 Penalty: 3930.339844
	Iteration 32Q: 3 clusters Score -327722.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -327740.000000 Penalty: 3930.339844
	Iteration 33Q: 3 clusters Score -327740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -327760.187500 Penalty: 3930.339844
	Iteration 34Q: 3 clusters Score -327760.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -327775.437500 Penalty: 3930.339844
	Iteration 35Q: 3 clusters Score -327775.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -327783.437500 Penalty: 3930.339844
	Iteration 36Q: 3 clusters Score -327783.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -327789.218750 Penalty: 3930.339844
	Iteration 37Q: 3 clusters Score -327789.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -327795.031250 Penalty: 3930.339844
	Iteration 38Q: 3 clusters Score -327795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -327798.218750 Penalty: 3930.339844
	Iteration 39Q: 3 clusters Score -327798.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -327798.968750 Penalty: 3930.339844
	Iteration 40F: 3 clusters Score -327799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -327801.406250 Penalty: 3930.339844
	Iteration 41Q: 3 clusters Score -327801.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -327805.718750 Penalty: 3930.339844
	Iteration 42Q: 3 clusters Score -327805.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -327808.062500 Penalty: 3930.339844
	Iteration 43Q: 3 clusters Score -327808.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -327810.843750 Penalty: 3930.339844
	Iteration 44Q: 3 clusters Score -327810.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -327811.500000 Penalty: 3930.339844
	Iteration 45Q: 3 clusters Score -327811.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -327811.812500 Penalty: 3930.339844
	Iteration 46Q: 3 clusters Score -327811.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -327811.812500 Penalty: 3930.339844
	Iteration 47F: 3 clusters Score -327811.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Entering Unmasked Estep 
Score: -1064969.625000 Penalty: 2262.811035
	Iteration 0F: 2 clusters Score -1064970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1057769.250000 Penalty: 4525.622070
	Iteration 0F: 3 clusters Score -1057769 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1059849.125000 Penalty: 4525.622070
	Iteration 1F: 3 clusters Score -1059849 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1060198.750000 Penalty: 4525.622070
	Iteration 2F: 3 clusters Score -1060199 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1060458.375000 Penalty: 4525.622070
	Iteration 3F: 3 clusters Score -1060458 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1060678.500000 Penalty: 4525.622070
	Iteration 4Q: 3 clusters Score -1060678 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1060874.875000 Penalty: 4525.622070
	Iteration 5Q: 3 clusters Score -1060875 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1061012.000000 Penalty: 4525.622070
	Iteration 6Q: 3 clusters Score -1061012 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1061129.250000 Penalty: 4525.622070
	Iteration 7Q: 3 clusters Score -1061129 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1061247.000000 Penalty: 4525.622070
	Iteration 8Q: 3 clusters Score -1061247 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1061354.750000 Penalty: 4525.622070
	Iteration 9Q: 3 clusters Score -1061355 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1061462.625000 Penalty: 4525.622070
	Iteration 10Q: 3 clusters Score -1061463 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1061590.625000 Penalty: 4525.622070
	Iteration 11Q: 3 clusters Score -1061591 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1061710.875000 Penalty: 4525.622070
	Iteration 12Q: 3 clusters Score -1061711 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1061827.000000 Penalty: 4525.622070
	Iteration 13Q: 3 clusters Score -1061827 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1061953.375000 Penalty: 4525.622070
	Iteration 14Q: 3 clusters Score -1061953 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1062077.875000 Penalty: 4525.622070
	Iteration 15Q: 3 clusters Score -1062078 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1062193.375000 Penalty: 4525.622070
	Iteration 16Q: 3 clusters Score -1062193 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1062307.500000 Penalty: 4525.622070
	Iteration 17Q: 3 clusters Score -1062308 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1062424.000000 Penalty: 4525.622070
	Iteration 18Q: 3 clusters Score -1062424 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1062525.000000 Penalty: 4525.622070
	Iteration 19Q: 3 clusters Score -1062525 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1062599.375000 Penalty: 4525.622070
	Iteration 20F: 3 clusters Score -1062599 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1062669.125000 Penalty: 4525.622070
	Iteration 21Q: 3 clusters Score -1062669 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1062717.500000 Penalty: 4525.622070
	Iteration 22Q: 3 clusters Score -1062718 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1062758.000000 Penalty: 4525.622070
	Iteration 23Q: 3 clusters Score -1062758 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1062797.000000 Penalty: 4525.622070
	Iteration 24Q: 3 clusters Score -1062797 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1062829.875000 Penalty: 4525.622070
	Iteration 25Q: 3 clusters Score -1062830 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1062857.000000 Penalty: 4525.622070
	Iteration 26Q: 3 clusters Score -1062857 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1062876.000000 Penalty: 4525.622070
	Iteration 27Q: 3 clusters Score -1062876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1062892.750000 Penalty: 4525.622070
	Iteration 28Q: 3 clusters Score -1062893 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1062911.125000 Penalty: 4525.622070
	Iteration 29Q: 3 clusters Score -1062911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1062922.125000 Penalty: 4525.622070
	Iteration 30Q: 3 clusters Score -1062922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1062933.625000 Penalty: 4525.622070
	Iteration 31Q: 3 clusters Score -1062934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1062944.875000 Penalty: 4525.622070
	Iteration 32Q: 3 clusters Score -1062945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1062958.000000 Penalty: 4525.622070
	Iteration 33Q: 3 clusters Score -1062958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1062966.250000 Penalty: 4525.622070
	Iteration 34Q: 3 clusters Score -1062966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1062970.125000 Penalty: 4525.622070
	Iteration 35Q: 3 clusters Score -1062970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1062979.375000 Penalty: 4525.622070
	Iteration 36Q: 3 clusters Score -1062979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1062987.125000 Penalty: 4525.622070
	Iteration 37Q: 3 clusters Score -1062987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1062991.500000 Penalty: 4525.622070
	Iteration 38Q: 3 clusters Score -1062992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1063000.750000 Penalty: 4525.622070
	Iteration 39Q: 3 clusters Score -1063001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1063004.875000 Penalty: 4525.622070
	Iteration 40F: 3 clusters Score -1063005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1063007.125000 Penalty: 4525.622070
	Iteration 41Q: 3 clusters Score -1063007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1063007.750000 Penalty: 4525.622070
	Iteration 42Q: 3 clusters Score -1063008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1063010.125000 Penalty: 4525.622070
	Iteration 43Q: 3 clusters Score -1063010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1063014.625000 Penalty: 4525.622070
	Iteration 44Q: 3 clusters Score -1063015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1063016.625000 Penalty: 4525.622070
	Iteration 45Q: 3 clusters Score -1063017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1063018.375000 Penalty: 4525.622070
	Iteration 46Q: 3 clusters Score -1063018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1063020.375000 Penalty: 4525.622070
	Iteration 47Q: 3 clusters Score -1063020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1063020.750000 Penalty: 4525.622070
	Iteration 48Q: 3 clusters Score -1063021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1063025.500000 Penalty: 4525.622070
	Iteration 49Q: 3 clusters Score -1063026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1063027.500000 Penalty: 4525.622070
	Iteration 50Q: 3 clusters Score -1063028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1063032.625000 Penalty: 4525.622070
	Iteration 51Q: 3 clusters Score -1063033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1063039.625000 Penalty: 4525.622070
	Iteration 52Q: 3 clusters Score -1063040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1063042.250000 Penalty: 4525.622070
	Iteration 53Q: 3 clusters Score -1063042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1063047.000000 Penalty: 4525.622070
	Iteration 54Q: 3 clusters Score -1063047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1063049.875000 Penalty: 4525.622070
	Iteration 55Q: 3 clusters Score -1063050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1063051.625000 Penalty: 4525.622070
	Iteration 56Q: 3 clusters Score -1063052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1063054.125000 Penalty: 4525.622070
	Iteration 57Q: 3 clusters Score -1063054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1063055.375000 Penalty: 4525.622070
	Iteration 58Q: 3 clusters Score -1063055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1063055.125000 Penalty: 4525.622070
	Iteration 59Q: 3 clusters Score -1063055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1063055.500000 Penalty: 4525.622070
	Iteration 60F: 3 clusters Score -1063056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1063055.000000 Penalty: 4525.622070
	Iteration 61Q: 3 clusters Score -1063055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1063055.000000 Penalty: 4525.622070
	Iteration 62F: 3 clusters Score -1063055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Entering Unmasked Estep 
Score: -5122708.500000 Penalty: 2639.846924
	Iteration 0F: 2 clusters Score -5122708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -5094201.500000 Penalty: 5279.693848
	Iteration 0F: 3 clusters Score -5094202 nChanged 19262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -5104908.000000 Penalty: 5279.693848
	Iteration 1F: 3 clusters Score -5104908 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -5105511.000000 Penalty: 5279.693848
	Iteration 2Q: 3 clusters Score -5105511 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -5106055.000000 Penalty: 5279.693848
	Iteration 3Q: 3 clusters Score -5106055 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -5106711.000000 Penalty: 5279.693848
	Iteration 4Q: 3 clusters Score -5106711 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -5107482.500000 Penalty: 5279.693848
	Iteration 5Q: 3 clusters Score -5107482 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -5108464.500000 Penalty: 5279.693848
	Iteration 6F: 3 clusters Score -5108464 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -5109746.000000 Penalty: 5279.693848
	Iteration 7F: 3 clusters Score -5109746 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -5111282.500000 Penalty: 5279.693848
	Iteration 8F: 3 clusters Score -5111282 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -5113109.000000 Penalty: 5279.693848
	Iteration 9F: 3 clusters Score -5113109 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -5115095.000000 Penalty: 5279.693848
	Iteration 10F: 3 clusters Score -5115095 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -5116860.000000 Penalty: 5279.693848
	Iteration 11F: 3 clusters Score -5116860 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -5118256.000000 Penalty: 5279.693848
	Iteration 12Q: 3 clusters Score -5118256 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5119152.500000 Penalty: 5279.693848
	Iteration 13Q: 3 clusters Score -5119152 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5119722.500000 Penalty: 5279.693848
	Iteration 14Q: 3 clusters Score -5119722 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5119996.000000 Penalty: 5279.693848
	Iteration 15Q: 3 clusters Score -5119996 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5120175.000000 Penalty: 5279.693848
	Iteration 16Q: 3 clusters Score -5120175 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5120290.000000 Penalty: 5279.693848
	Iteration 17Q: 3 clusters Score -5120290 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5120353.500000 Penalty: 5279.693848
	Iteration 18Q: 3 clusters Score -5120354 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5120408.000000 Penalty: 5279.693848
	Iteration 19Q: 3 clusters Score -5120408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5120433.000000 Penalty: 5279.693848
	Iteration 20F: 3 clusters Score -5120433 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5120456.500000 Penalty: 5279.693848
	Iteration 21Q: 3 clusters Score -5120456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5120467.500000 Penalty: 5279.693848
	Iteration 22Q: 3 clusters Score -5120468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5120478.500000 Penalty: 5279.693848
	Iteration 23Q: 3 clusters Score -5120478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5120495.500000 Penalty: 5279.693848
	Iteration 24Q: 3 clusters Score -5120496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5120505.500000 Penalty: 5279.693848
	Iteration 25Q: 3 clusters Score -5120506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5120520.000000 Penalty: 5279.693848
	Iteration 26Q: 3 clusters Score -5120520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5120524.500000 Penalty: 5279.693848
	Iteration 27Q: 3 clusters Score -5120524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5120522.000000 Penalty: 5279.693848
	Iteration 28Q: 3 clusters Score -5120522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5120530.000000 Penalty: 5279.693848
	Iteration 29Q: 3 clusters Score -5120530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5120527.500000 Penalty: 5279.693848
	Iteration 30Q: 3 clusters Score -5120528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5120528.000000 Penalty: 5279.693848
	Iteration 31Q: 3 clusters Score -5120528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5120531.000000 Penalty: 5279.693848
	Iteration 32Q: 3 clusters Score -5120531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5120537.000000 Penalty: 5279.693848
	Iteration 33Q: 3 clusters Score -5120537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5120544.500000 Penalty: 5279.693848
	Iteration 34Q: 3 clusters Score -5120544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5120544.000000 Penalty: 5279.693848
	Iteration 35Q: 3 clusters Score -5120544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5120548.000000 Penalty: 5279.693848
	Iteration 36Q: 3 clusters Score -5120548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5120551.000000 Penalty: 5279.693848
	Iteration 37Q: 3 clusters Score -5120551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5120562.000000 Penalty: 5279.693848
	Iteration 38Q: 3 clusters Score -5120562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5120562.500000 Penalty: 5279.693848
	Iteration 39Q: 3 clusters Score -5120562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5120561.000000 Penalty: 5279.693848
	Iteration 40F: 3 clusters Score -5120561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Entering Unmasked Estep 
Score: -4621705.500000 Penalty: 2613.489502
	Iteration 0F: 2 clusters Score -4621706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -4595858.000000 Penalty: 5226.979004
	Iteration 0F: 3 clusters Score -4595858 nChanged 17342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -4605641.500000 Penalty: 5226.979004
	Iteration 1F: 3 clusters Score -4605642 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -4606283.000000 Penalty: 5226.979004
	Iteration 2Q: 3 clusters Score -4606283 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -4606906.500000 Penalty: 5226.979004
	Iteration 3Q: 3 clusters Score -4606906 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -4607561.500000 Penalty: 5226.979004
	Iteration 4Q: 3 clusters Score -4607562 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -4608254.000000 Penalty: 5226.979004
	Iteration 5Q: 3 clusters Score -4608254 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -4608987.500000 Penalty: 5226.979004
	Iteration 6Q: 3 clusters Score -4608988 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -4609904.000000 Penalty: 5226.979004
	Iteration 7Q: 3 clusters Score -4609904 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -4611027.500000 Penalty: 5226.979004
	Iteration 8F: 3 clusters Score -4611028 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -4612321.500000 Penalty: 5226.979004
	Iteration 9F: 3 clusters Score -4612322 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -4613780.500000 Penalty: 5226.979004
	Iteration 10F: 3 clusters Score -4613780 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -4615260.000000 Penalty: 5226.979004
	Iteration 11F: 3 clusters Score -4615260 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -4616647.000000 Penalty: 5226.979004
	Iteration 12Q: 3 clusters Score -4616647 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -4617630.000000 Penalty: 5226.979004
	Iteration 13Q: 3 clusters Score -4617630 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -4618362.000000 Penalty: 5226.979004
	Iteration 14Q: 3 clusters Score -4618362 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -4618815.000000 Penalty: 5226.979004
	Iteration 15Q: 3 clusters Score -4618815 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -4619117.500000 Penalty: 5226.979004
	Iteration 16Q: 3 clusters Score -4619118 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -4619254.500000 Penalty: 5226.979004
	Iteration 17Q: 3 clusters Score -4619254 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -4619339.000000 Penalty: 5226.979004
	Iteration 18Q: 3 clusters Score -4619339 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -4619391.500000 Penalty: 5226.979004
	Iteration 19Q: 3 clusters Score -4619392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -4619427.000000 Penalty: 5226.979004
	Iteration 20F: 3 clusters Score -4619427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -4619437.500000 Penalty: 5226.979004
	Iteration 21Q: 3 clusters Score -4619438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -4619442.500000 Penalty: 5226.979004
	Iteration 22Q: 3 clusters Score -4619442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -4619446.500000 Penalty: 5226.979004
	Iteration 23Q: 3 clusters Score -4619446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -4619454.500000 Penalty: 5226.979004
	Iteration 24Q: 3 clusters Score -4619454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -4619464.500000 Penalty: 5226.979004
	Iteration 25Q: 3 clusters Score -4619464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -4619469.000000 Penalty: 5226.979004
	Iteration 26Q: 3 clusters Score -4619469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -4619470.500000 Penalty: 5226.979004
	Iteration 27Q: 3 clusters Score -4619470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -4619472.000000 Penalty: 5226.979004
	Iteration 28Q: 3 clusters Score -4619472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -4619472.000000 Penalty: 5226.979004
	Iteration 29F: 3 clusters Score -4619472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (160577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160577 members 
Entering Unmasked Estep 
Score: -19439322.000000 Penalty: 2972.658936
	Iteration 0F: 2 clusters Score -1.943932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80375 members 
Mstep: Class 2 contains 80202 members 
Entering Unmasked Estep 
Score: -19332270.000000 Penalty: 5945.317871
	Iteration 0F: 3 clusters Score -1.933227e+07 nChanged 76773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82040 members 
Mstep: Class 2 contains 78537 members 
Entering Unmasked Estep 
Score: -19377194.000000 Penalty: 5945.317871
	Iteration 1F: 3 clusters Score -1.937719e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83512 members 
Mstep: Class 2 contains 77065 members 
Entering Unmasked Estep 
Score: -19378592.000000 Penalty: 5945.317871
	Iteration 2Q: 3 clusters Score -1.937859e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85744 members 
Mstep: Class 2 contains 74833 members 
Entering Unmasked Estep 
Score: -19380390.000000 Penalty: 5945.317871
	Iteration 3Q: 3 clusters Score -1.938039e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89129 members 
Mstep: Class 2 contains 71448 members 
Entering Unmasked Estep 
Score: -19382716.000000 Penalty: 5945.317871
	Iteration 4Q: 3 clusters Score -1.938272e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94095 members 
Mstep: Class 2 contains 66482 members 
Entering Unmasked Estep 
Score: -19386106.000000 Penalty: 5945.317871
	Iteration 5Q: 3 clusters Score -1.938611e+07 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100909 members 
Mstep: Class 2 contains 59668 members 
Entering Unmasked Estep 
Score: -19391204.000000 Penalty: 5945.317871
	Iteration 6F: 3 clusters Score -1.93912e+07 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109475 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -19398050.000000 Penalty: 5945.317871
	Iteration 7F: 3 clusters Score -1.939805e+07 nChanged 11146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119213 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -19405956.000000 Penalty: 5945.317871
	Iteration 8F: 3 clusters Score -1.940596e+07 nChanged 10269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128702 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -19414086.000000 Penalty: 5945.317871
	Iteration 9F: 3 clusters Score -1.941409e+07 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136977 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -19421360.000000 Penalty: 5945.317871
	Iteration 10F: 3 clusters Score -1.942136e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143485 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -19426904.000000 Penalty: 5945.317871
	Iteration 11Q: 3 clusters Score -1.94269e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148056 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -19430590.000000 Penalty: 5945.317871
	Iteration 12Q: 3 clusters Score -1.943059e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151126 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -19432826.000000 Penalty: 5945.317871
	Iteration 13Q: 3 clusters Score -1.943283e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153263 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -19434342.000000 Penalty: 5945.317871
	Iteration 14Q: 3 clusters Score -1.943434e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154732 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -19435412.000000 Penalty: 5945.317871
	Iteration 15Q: 3 clusters Score -1.943541e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155693 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -19436336.000000 Penalty: 5945.317871
	Iteration 16Q: 3 clusters Score -1.943634e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156277 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -19436878.000000 Penalty: 5945.317871
	Iteration 17Q: 3 clusters Score -1.943688e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156601 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -19437272.000000 Penalty: 5945.317871
	Iteration 18Q: 3 clusters Score -1.943727e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156812 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -19437426.000000 Penalty: 5945.317871
	Iteration 19Q: 3 clusters Score -1.943743e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156944 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -19437522.000000 Penalty: 5945.317871
	Iteration 20F: 3 clusters Score -1.943752e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157046 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -19437570.000000 Penalty: 5945.317871
	Iteration 21Q: 3 clusters Score -1.943757e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157100 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -19437598.000000 Penalty: 5945.317871
	Iteration 22Q: 3 clusters Score -1.94376e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157131 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -19437626.000000 Penalty: 5945.317871
	Iteration 23Q: 3 clusters Score -1.943763e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157155 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -19437640.000000 Penalty: 5945.317871
	Iteration 24Q: 3 clusters Score -1.943764e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157174 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -19437670.000000 Penalty: 5945.317871
	Iteration 25Q: 3 clusters Score -1.943767e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157201 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -19437702.000000 Penalty: 5945.317871
	Iteration 26Q: 3 clusters Score -1.94377e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157220 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -19437706.000000 Penalty: 5945.317871
	Iteration 27Q: 3 clusters Score -1.943771e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157231 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -19437714.000000 Penalty: 5945.317871
	Iteration 28Q: 3 clusters Score -1.943771e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157242 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -19437696.000000 Penalty: 5945.317871
	Iteration 29Q: 3 clusters Score -1.94377e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157249 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -19437698.000000 Penalty: 5945.317871
	Iteration 30Q: 3 clusters Score -1.94377e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157263 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -19437700.000000 Penalty: 5945.317871
	Iteration 31Q: 3 clusters Score -1.94377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157267 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -19437720.000000 Penalty: 5945.317871
	Iteration 32Q: 3 clusters Score -1.943772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157276 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -19437732.000000 Penalty: 5945.317871
	Iteration 33Q: 3 clusters Score -1.943773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157282 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -19437730.000000 Penalty: 5945.317871
	Iteration 34Q: 3 clusters Score -1.943773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157284 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -19437720.000000 Penalty: 5945.317871
	Iteration 35Q: 3 clusters Score -1.943772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157285 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -19437714.000000 Penalty: 5945.317871
	Iteration 36Q: 3 clusters Score -1.943771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157293 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -19437718.000000 Penalty: 5945.317871
	Iteration 37Q: 3 clusters Score -1.943772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157301 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -19437728.000000 Penalty: 5945.317871
	Iteration 38Q: 3 clusters Score -1.943773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157307 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -19437722.000000 Penalty: 5945.317871
	Iteration 39Q: 3 clusters Score -1.943772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157313 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -19437726.000000 Penalty: 5945.317871
	Iteration 40F: 3 clusters Score -1.943773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157311 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -19437720.000000 Penalty: 5945.317871
	Iteration 41Q: 3 clusters Score -1.943772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157310 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -19437736.000000 Penalty: 5945.317871
	Iteration 42Q: 3 clusters Score -1.943774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157310 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -19437728.000000 Penalty: 5945.317871
	Iteration 43Q: 3 clusters Score -1.943773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157311 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -19437742.000000 Penalty: 5945.317871
	Iteration 44Q: 3 clusters Score -1.943774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157311 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -19437740.000000 Penalty: 5945.317871
	Iteration 45Q: 3 clusters Score -1.943774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157312 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -19437726.000000 Penalty: 5945.317871
	Iteration 46Q: 3 clusters Score -1.943773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157313 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -19437724.000000 Penalty: 5945.317871
	Iteration 47Q: 3 clusters Score -1.943772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157316 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -19437726.000000 Penalty: 5945.317871
	Iteration 48Q: 3 clusters Score -1.943773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157317 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -19437740.000000 Penalty: 5945.317871
	Iteration 49Q: 3 clusters Score -1.943774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157318 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -19437742.000000 Penalty: 5945.317871
	Iteration 50Q: 3 clusters Score -1.943774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157318 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -19437736.000000 Penalty: 5945.317871
	Iteration 51Q: 3 clusters Score -1.943774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157318 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -19437740.000000 Penalty: 5945.317871
	Iteration 52Q: 3 clusters Score -1.943774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157317 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -19437742.000000 Penalty: 5945.317871
	Iteration 53Q: 3 clusters Score -1.943774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157314 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -19437750.000000 Penalty: 5945.317871
	Iteration 54Q: 3 clusters Score -1.943775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157315 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -19437746.000000 Penalty: 5945.317871
	Iteration 55Q: 3 clusters Score -1.943775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157316 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -19437750.000000 Penalty: 5945.317871
	Iteration 56Q: 3 clusters Score -1.943775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157315 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -19437748.000000 Penalty: 5945.317871
	Iteration 57Q: 3 clusters Score -1.943775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157319 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -19437748.000000 Penalty: 5945.317871
	Iteration 58Q: 3 clusters Score -1.943775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157321 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -19437732.000000 Penalty: 5945.317871
	Iteration 59Q: 3 clusters Score -1.943773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157322 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -19437722.000000 Penalty: 5945.317871
	Iteration 60F: 3 clusters Score -1.943772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157323 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -19437730.000000 Penalty: 5945.317871
	Iteration 61Q: 3 clusters Score -1.943773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157324 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -19437728.000000 Penalty: 5945.317871
	Iteration 62Q: 3 clusters Score -1.943773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157325 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -19437724.000000 Penalty: 5945.317871
	Iteration 63Q: 3 clusters Score -1.943772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157326 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -19437736.000000 Penalty: 5945.317871
	Iteration 64Q: 3 clusters Score -1.943774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157326 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -19437736.000000 Penalty: 5945.317871
	Iteration 65F: 3 clusters Score -1.943774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (98650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98650 members 
Entering Unmasked Estep 
Score: -12055684.000000 Penalty: 2851.834717
	Iteration 0F: 2 clusters Score -1.205568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 49372 members 
Entering Unmasked Estep 
Score: -11989679.000000 Penalty: 5703.669434
	Iteration 0F: 3 clusters Score -1.198968e+07 nChanged 46677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49105 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -12016621.000000 Penalty: 5703.669434
	Iteration 1F: 3 clusters Score -1.201662e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -12017475.000000 Penalty: 5703.669434
	Iteration 2Q: 3 clusters Score -1.201748e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -12018507.000000 Penalty: 5703.669434
	Iteration 3Q: 3 clusters Score -1.201851e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -12019673.000000 Penalty: 5703.669434
	Iteration 4Q: 3 clusters Score -1.201967e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -12021133.000000 Penalty: 5703.669434
	Iteration 5Q: 3 clusters Score -1.202113e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -12022832.000000 Penalty: 5703.669434
	Iteration 6Q: 3 clusters Score -1.202283e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -12024790.000000 Penalty: 5703.669434
	Iteration 7Q: 3 clusters Score -1.202479e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -12026634.000000 Penalty: 5703.669434
	Iteration 8Q: 3 clusters Score -1.202663e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -12028298.000000 Penalty: 5703.669434
	Iteration 9Q: 3 clusters Score -1.20283e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -12029849.000000 Penalty: 5703.669434
	Iteration 10Q: 3 clusters Score -1.202985e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -12031084.000000 Penalty: 5703.669434
	Iteration 11Q: 3 clusters Score -1.203108e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50942 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -12032163.000000 Penalty: 5703.669434
	Iteration 12Q: 3 clusters Score -1.203216e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -12033354.000000 Penalty: 5703.669434
	Iteration 13Q: 3 clusters Score -1.203335e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50402 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -12034707.000000 Penalty: 5703.669434
	Iteration 14Q: 3 clusters Score -1.203471e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
Score: -12036328.000000 Penalty: 5703.669434
	Iteration 15Q: 3 clusters Score -1.203633e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 49143 members 
Entering Unmasked Estep 
Score: -12037902.000000 Penalty: 5703.669434
	Iteration 16Q: 3 clusters Score -1.20379e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49210 members 
Mstep: Class 2 contains 49440 members 
Entering Unmasked Estep 
Score: -12039409.000000 Penalty: 5703.669434
	Iteration 17Q: 3 clusters Score -1.203941e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -12040433.000000 Penalty: 5703.669434
	Iteration 18Q: 3 clusters Score -1.204043e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -12041111.000000 Penalty: 5703.669434
	Iteration 19Q: 3 clusters Score -1.204111e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 49689 members 
Entering Unmasked Estep 
Score: -12041543.000000 Penalty: 5703.669434
	Iteration 20F: 3 clusters Score -1.204154e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -12041891.000000 Penalty: 5703.669434
	Iteration 21Q: 3 clusters Score -1.204189e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -12042313.000000 Penalty: 5703.669434
	Iteration 22Q: 3 clusters Score -1.204231e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -12042756.000000 Penalty: 5703.669434
	Iteration 23Q: 3 clusters Score -1.204276e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -12043339.000000 Penalty: 5703.669434
	Iteration 24Q: 3 clusters Score -1.204334e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 51304 members 
Entering Unmasked Estep 
Score: -12043811.000000 Penalty: 5703.669434
	Iteration 25Q: 3 clusters Score -1.204381e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -12044382.000000 Penalty: 5703.669434
	Iteration 26Q: 3 clusters Score -1.204438e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -12045055.000000 Penalty: 5703.669434
	Iteration 27Q: 3 clusters Score -1.204506e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 54185 members 
Entering Unmasked Estep 
Score: -12045739.000000 Penalty: 5703.669434
	Iteration 28Q: 3 clusters Score -1.204574e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 55500 members 
Entering Unmasked Estep 
Score: -12046690.000000 Penalty: 5703.669434
	Iteration 29Q: 3 clusters Score -1.204669e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
Score: -12047710.000000 Penalty: 5703.669434
	Iteration 30Q: 3 clusters Score -1.204771e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 58440 members 
Entering Unmasked Estep 
Score: -12048667.000000 Penalty: 5703.669434
	Iteration 31Q: 3 clusters Score -1.204867e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 59800 members 
Entering Unmasked Estep 
Score: -12049350.000000 Penalty: 5703.669434
	Iteration 32Q: 3 clusters Score -1.204935e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 61026 members 
Entering Unmasked Estep 
Score: -12049792.000000 Penalty: 5703.669434
	Iteration 33Q: 3 clusters Score -1.204979e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 62033 members 
Entering Unmasked Estep 
Score: -12050196.000000 Penalty: 5703.669434
	Iteration 34Q: 3 clusters Score -1.20502e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 62915 members 
Entering Unmasked Estep 
Score: -12050360.000000 Penalty: 5703.669434
	Iteration 35Q: 3 clusters Score -1.205036e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 63650 members 
Entering Unmasked Estep 
Score: -12050477.000000 Penalty: 5703.669434
	Iteration 36Q: 3 clusters Score -1.205048e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 64267 members 
Entering Unmasked Estep 
Score: -12050569.000000 Penalty: 5703.669434
	Iteration 37Q: 3 clusters Score -1.205057e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 64805 members 
Entering Unmasked Estep 
Score: -12050669.000000 Penalty: 5703.669434
	Iteration 38Q: 3 clusters Score -1.205067e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 65250 members 
Entering Unmasked Estep 
Score: -12050684.000000 Penalty: 5703.669434
	Iteration 39Q: 3 clusters Score -1.205068e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 65611 members 
Entering Unmasked Estep 
Score: -12050686.000000 Penalty: 5703.669434
	Iteration 40F: 3 clusters Score -1.205069e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 65909 members 
Entering Unmasked Estep 
Score: -12050675.000000 Penalty: 5703.669434
	Iteration 41Q: 3 clusters Score -1.205068e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 66160 members 
Entering Unmasked Estep 
Score: -12050723.000000 Penalty: 5703.669434
	Iteration 42Q: 3 clusters Score -1.205072e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 66385 members 
Entering Unmasked Estep 
Score: -12050736.000000 Penalty: 5703.669434
	Iteration 43Q: 3 clusters Score -1.205074e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 66570 members 
Entering Unmasked Estep 
Score: -12050769.000000 Penalty: 5703.669434
	Iteration 44Q: 3 clusters Score -1.205077e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 66741 members 
Entering Unmasked Estep 
Score: -12050786.000000 Penalty: 5703.669434
	Iteration 45Q: 3 clusters Score -1.205079e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 66900 members 
Entering Unmasked Estep 
Score: -12050794.000000 Penalty: 5703.669434
	Iteration 46Q: 3 clusters Score -1.205079e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 67051 members 
Entering Unmasked Estep 
Score: -12050761.000000 Penalty: 5703.669434
	Iteration 47Q: 3 clusters Score -1.205076e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 67193 members 
Entering Unmasked Estep 
Score: -12050775.000000 Penalty: 5703.669434
	Iteration 48Q: 3 clusters Score -1.205078e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 67327 members 
Entering Unmasked Estep 
Score: -12050775.000000 Penalty: 5703.669434
	Iteration 49Q: 3 clusters Score -1.205078e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 67444 members 
Entering Unmasked Estep 
Score: -12050808.000000 Penalty: 5703.669434
	Iteration 50Q: 3 clusters Score -1.205081e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 67569 members 
Entering Unmasked Estep 
Score: -12050809.000000 Penalty: 5703.669434
	Iteration 51Q: 3 clusters Score -1.205081e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 67679 members 
Entering Unmasked Estep 
Score: -12050817.000000 Penalty: 5703.669434
	Iteration 52Q: 3 clusters Score -1.205082e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 67784 members 
Entering Unmasked Estep 
Score: -12050840.000000 Penalty: 5703.669434
	Iteration 53Q: 3 clusters Score -1.205084e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 67894 members 
Entering Unmasked Estep 
Score: -12050852.000000 Penalty: 5703.669434
	Iteration 54Q: 3 clusters Score -1.205085e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 67984 members 
Entering Unmasked Estep 
Score: -12050857.000000 Penalty: 5703.669434
	Iteration 55Q: 3 clusters Score -1.205086e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 68070 members 
Entering Unmasked Estep 
Score: -12050850.000000 Penalty: 5703.669434
	Iteration 56Q: 3 clusters Score -1.205085e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 68139 members 
Entering Unmasked Estep 
Score: -12050858.000000 Penalty: 5703.669434
	Iteration 57Q: 3 clusters Score -1.205086e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 68203 members 
Entering Unmasked Estep 
Score: -12050832.000000 Penalty: 5703.669434
	Iteration 58Q: 3 clusters Score -1.205083e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 68263 members 
Entering Unmasked Estep 
Score: -12050822.000000 Penalty: 5703.669434
	Iteration 59Q: 3 clusters Score -1.205082e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 68318 members 
Entering Unmasked Estep 
Score: -12050806.000000 Penalty: 5703.669434
	Iteration 60F: 3 clusters Score -1.205081e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 68364 members 
Entering Unmasked Estep 
Score: -12050807.000000 Penalty: 5703.669434
	Iteration 61Q: 3 clusters Score -1.205081e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 68408 members 
Entering Unmasked Estep 
Score: -12050798.000000 Penalty: 5703.669434
	Iteration 62Q: 3 clusters Score -1.20508e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 68454 members 
Entering Unmasked Estep 
Score: -12050827.000000 Penalty: 5703.669434
	Iteration 63Q: 3 clusters Score -1.205083e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 68504 members 
Entering Unmasked Estep 
Score: -12050819.000000 Penalty: 5703.669434
	Iteration 64Q: 3 clusters Score -1.205082e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 68547 members 
Entering Unmasked Estep 
Score: -12050815.000000 Penalty: 5703.669434
	Iteration 65Q: 3 clusters Score -1.205082e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 68577 members 
Entering Unmasked Estep 
Score: -12050814.000000 Penalty: 5703.669434
	Iteration 66Q: 3 clusters Score -1.205081e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 68599 members 
Entering Unmasked Estep 
Score: -12050831.000000 Penalty: 5703.669434
	Iteration 67Q: 3 clusters Score -1.205083e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 68620 members 
Entering Unmasked Estep 
Score: -12050832.000000 Penalty: 5703.669434
	Iteration 68Q: 3 clusters Score -1.205083e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 68636 members 
Entering Unmasked Estep 
Score: -12050830.000000 Penalty: 5703.669434
	Iteration 69Q: 3 clusters Score -1.205083e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 68652 members 
Entering Unmasked Estep 
Score: -12050843.000000 Penalty: 5703.669434
	Iteration 70Q: 3 clusters Score -1.205084e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 68667 members 
Entering Unmasked Estep 
Score: -12050839.000000 Penalty: 5703.669434
	Iteration 71Q: 3 clusters Score -1.205084e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 68683 members 
Entering Unmasked Estep 
Score: -12050850.000000 Penalty: 5703.669434
	Iteration 72Q: 3 clusters Score -1.205085e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -12050855.000000 Penalty: 5703.669434
	Iteration 73Q: 3 clusters Score -1.205086e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 68710 members 
Entering Unmasked Estep 
Score: -12050841.000000 Penalty: 5703.669434
	Iteration 74Q: 3 clusters Score -1.205084e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 68723 members 
Entering Unmasked Estep 
Score: -12050839.000000 Penalty: 5703.669434
	Iteration 75Q: 3 clusters Score -1.205084e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 68734 members 
Entering Unmasked Estep 
Score: -12050837.000000 Penalty: 5703.669434
	Iteration 76Q: 3 clusters Score -1.205084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 68741 members 
Entering Unmasked Estep 
Score: -12050843.000000 Penalty: 5703.669434
	Iteration 77Q: 3 clusters Score -1.205084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -12050844.000000 Penalty: 5703.669434
	Iteration 78Q: 3 clusters Score -1.205084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 68749 members 
Entering Unmasked Estep 
Score: -12050847.000000 Penalty: 5703.669434
	Iteration 79Q: 3 clusters Score -1.205085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -12050848.000000 Penalty: 5703.669434
	Iteration 80F: 3 clusters Score -1.205085e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Entering Unmasked Estep 
Score: -3732975.250000 Penalty: 2561.312256
	Iteration 0F: 2 clusters Score -3732975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -3712115.000000 Penalty: 5122.624512
	Iteration 0F: 3 clusters Score -3712115 nChanged 13777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -3719612.000000 Penalty: 5122.624512
	Iteration 1F: 3 clusters Score -3719612 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -3720104.000000 Penalty: 5122.624512
	Iteration 2Q: 3 clusters Score -3720104 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -3720689.000000 Penalty: 5122.624512
	Iteration 3Q: 3 clusters Score -3720689 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -3721532.750000 Penalty: 5122.624512
	Iteration 4F: 3 clusters Score -3721533 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -3722681.750000 Penalty: 5122.624512
	Iteration 5F: 3 clusters Score -3722682 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -3724035.750000 Penalty: 5122.624512
	Iteration 6F: 3 clusters Score -3724036 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -3725386.000000 Penalty: 5122.624512
	Iteration 7F: 3 clusters Score -3725386 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -3726537.250000 Penalty: 5122.624512
	Iteration 8F: 3 clusters Score -3726537 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -3727389.250000 Penalty: 5122.624512
	Iteration 9Q: 3 clusters Score -3727389 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -3727988.750000 Penalty: 5122.624512
	Iteration 10Q: 3 clusters Score -3727989 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -3728470.500000 Penalty: 5122.624512
	Iteration 11Q: 3 clusters Score -3728470 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -3728939.500000 Penalty: 5122.624512
	Iteration 12Q: 3 clusters Score -3728940 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3729362.500000 Penalty: 5122.624512
	Iteration 13Q: 3 clusters Score -3729362 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3729687.000000 Penalty: 5122.624512
	Iteration 14Q: 3 clusters Score -3729687 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -3729977.750000 Penalty: 5122.624512
	Iteration 15Q: 3 clusters Score -3729978 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -3730268.250000 Penalty: 5122.624512
	Iteration 16Q: 3 clusters Score -3730268 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -3730455.000000 Penalty: 5122.624512
	Iteration 17Q: 3 clusters Score -3730455 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3730596.250000 Penalty: 5122.624512
	Iteration 18Q: 3 clusters Score -3730596 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -3730736.250000 Penalty: 5122.624512
	Iteration 19Q: 3 clusters Score -3730736 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -3730830.750000 Penalty: 5122.624512
	Iteration 20F: 3 clusters Score -3730831 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -3730893.250000 Penalty: 5122.624512
	Iteration 21Q: 3 clusters Score -3730893 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -3730929.000000 Penalty: 5122.624512
	Iteration 22Q: 3 clusters Score -3730929 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -3730954.500000 Penalty: 5122.624512
	Iteration 23Q: 3 clusters Score -3730954 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -3730975.750000 Penalty: 5122.624512
	Iteration 24Q: 3 clusters Score -3730976 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -3730989.500000 Penalty: 5122.624512
	Iteration 25Q: 3 clusters Score -3730990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -3730996.000000 Penalty: 5122.624512
	Iteration 26Q: 3 clusters Score -3730996 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -3731013.250000 Penalty: 5122.624512
	Iteration 27Q: 3 clusters Score -3731013 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -3731029.000000 Penalty: 5122.624512
	Iteration 28Q: 3 clusters Score -3731029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -3731036.750000 Penalty: 5122.624512
	Iteration 29Q: 3 clusters Score -3731037 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -3731031.250000 Penalty: 5122.624512
	Iteration 30Q: 3 clusters Score -3731031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -3731037.000000 Penalty: 5122.624512
	Iteration 31Q: 3 clusters Score -3731037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -3731042.250000 Penalty: 5122.624512
	Iteration 32Q: 3 clusters Score -3731042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -3731041.500000 Penalty: 5122.624512
	Iteration 33Q: 3 clusters Score -3731042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -3731046.000000 Penalty: 5122.624512
	Iteration 34Q: 3 clusters Score -3731046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -3731055.250000 Penalty: 5122.624512
	Iteration 35Q: 3 clusters Score -3731055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -3731054.500000 Penalty: 5122.624512
	Iteration 36Q: 3 clusters Score -3731054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -3731062.000000 Penalty: 5122.624512
	Iteration 37Q: 3 clusters Score -3731062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -3731071.250000 Penalty: 5122.624512
	Iteration 38Q: 3 clusters Score -3731071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -3731068.500000 Penalty: 5122.624512
	Iteration 39Q: 3 clusters Score -3731068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -3731074.250000 Penalty: 5122.624512
	Iteration 40F: 3 clusters Score -3731074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -3731077.250000 Penalty: 5122.624512
	Iteration 41Q: 3 clusters Score -3731077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -3731081.250000 Penalty: 5122.624512
	Iteration 42Q: 3 clusters Score -3731081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -3731094.250000 Penalty: 5122.624512
	Iteration 43Q: 3 clusters Score -3731094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -3731100.750000 Penalty: 5122.624512
	Iteration 44Q: 3 clusters Score -3731101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -3731100.000000 Penalty: 5122.624512
	Iteration 45Q: 3 clusters Score -3731100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -3731102.750000 Penalty: 5122.624512
	Iteration 46Q: 3 clusters Score -3731103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -3731101.750000 Penalty: 5122.624512
	Iteration 47Q: 3 clusters Score -3731102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -3731111.000000 Penalty: 5122.624512
	Iteration 48Q: 3 clusters Score -3731111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -3731111.250000 Penalty: 5122.624512
	Iteration 49Q: 3 clusters Score -3731111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -3731117.000000 Penalty: 5122.624512
	Iteration 50Q: 3 clusters Score -3731117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -3731119.750000 Penalty: 5122.624512
	Iteration 51Q: 3 clusters Score -3731120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -3731119.500000 Penalty: 5122.624512
	Iteration 52Q: 3 clusters Score -3731120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -3731117.750000 Penalty: 5122.624512
	Iteration 53Q: 3 clusters Score -3731118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -3731120.750000 Penalty: 5122.624512
	Iteration 54Q: 3 clusters Score -3731121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -3731116.250000 Penalty: 5122.624512
	Iteration 55Q: 3 clusters Score -3731116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -3731119.500000 Penalty: 5122.624512
	Iteration 56Q: 3 clusters Score -3731120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -3731116.750000 Penalty: 5122.624512
	Iteration 57Q: 3 clusters Score -3731117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -3731116.750000 Penalty: 5122.624512
	Iteration 58F: 3 clusters Score -3731117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Entering Unmasked Estep 
Score: -390037.468750 Penalty: 2022.030762
	Iteration 0F: 2 clusters Score -390037.5 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 1705 members 
Entering Unmasked Estep 
Score: -386461.937500 Penalty: 4044.061523
	Iteration 0F: 3 clusters Score -386461.9 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -387214.437500 Penalty: 4044.061523
	Iteration 1F: 3 clusters Score -387214.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -387427.187500 Penalty: 4044.061523
	Iteration 2F: 3 clusters Score -387427.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -387604.406250 Penalty: 4044.061523
	Iteration 3F: 3 clusters Score -387604.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -387725.937500 Penalty: 4044.061523
	Iteration 4Q: 3 clusters Score -387725.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -387815.843750 Penalty: 4044.061523
	Iteration 5Q: 3 clusters Score -387815.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -387886.406250 Penalty: 4044.061523
	Iteration 6Q: 3 clusters Score -387886.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -387939.125000 Penalty: 4044.061523
	Iteration 7Q: 3 clusters Score -387939.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -387972.000000 Penalty: 4044.061523
	Iteration 8Q: 3 clusters Score -387972 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -387995.406250 Penalty: 4044.061523
	Iteration 9Q: 3 clusters Score -387995.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -388018.343750 Penalty: 4044.061523
	Iteration 10Q: 3 clusters Score -388018.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -388035.437500 Penalty: 4044.061523
	Iteration 11Q: 3 clusters Score -388035.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -388056.062500 Penalty: 4044.061523
	Iteration 12Q: 3 clusters Score -388056.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -388077.375000 Penalty: 4044.061523
	Iteration 13Q: 3 clusters Score -388077.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -388099.687500 Penalty: 4044.061523
	Iteration 14Q: 3 clusters Score -388099.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -388119.062500 Penalty: 4044.061523
	Iteration 15Q: 3 clusters Score -388119.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -388134.125000 Penalty: 4044.061523
	Iteration 16Q: 3 clusters Score -388134.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -388150.500000 Penalty: 4044.061523
	Iteration 17Q: 3 clusters Score -388150.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -388168.312500 Penalty: 4044.061523
	Iteration 18Q: 3 clusters Score -388168.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -388187.156250 Penalty: 4044.061523
	Iteration 19Q: 3 clusters Score -388187.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -388207.625000 Penalty: 4044.061523
	Iteration 20F: 3 clusters Score -388207.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -388226.875000 Penalty: 4044.061523
	Iteration 21Q: 3 clusters Score -388226.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -388247.937500 Penalty: 4044.061523
	Iteration 22Q: 3 clusters Score -388247.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -388273.281250 Penalty: 4044.061523
	Iteration 23Q: 3 clusters Score -388273.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -388298.312500 Penalty: 4044.061523
	Iteration 24Q: 3 clusters Score -388298.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -388323.343750 Penalty: 4044.061523
	Iteration 25Q: 3 clusters Score -388323.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -388356.562500 Penalty: 4044.061523
	Iteration 26Q: 3 clusters Score -388356.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -388383.593750 Penalty: 4044.061523
	Iteration 27Q: 3 clusters Score -388383.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -388402.906250 Penalty: 4044.061523
	Iteration 28Q: 3 clusters Score -388402.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -388417.187500 Penalty: 4044.061523
	Iteration 29Q: 3 clusters Score -388417.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -388437.656250 Penalty: 4044.061523
	Iteration 30Q: 3 clusters Score -388437.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -388455.656250 Penalty: 4044.061523
	Iteration 31Q: 3 clusters Score -388455.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -388476.500000 Penalty: 4044.061523
	Iteration 32Q: 3 clusters Score -388476.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -388501.187500 Penalty: 4044.061523
	Iteration 33Q: 3 clusters Score -388501.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -388534.656250 Penalty: 4044.061523
	Iteration 34Q: 3 clusters Score -388534.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -388571.531250 Penalty: 4044.061523
	Iteration 35Q: 3 clusters Score -388571.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -388604.875000 Penalty: 4044.061523
	Iteration 36Q: 3 clusters Score -388604.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -388648.031250 Penalty: 4044.061523
	Iteration 37Q: 3 clusters Score -388648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -388737.093750 Penalty: 4044.061523
	Iteration 38Q: 3 clusters Score -388737.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -388812.250000 Penalty: 4044.061523
	Iteration 39Q: 3 clusters Score -388812.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -388874.000000 Penalty: 4044.061523
	Iteration 40F: 3 clusters Score -388874 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -388929.375000 Penalty: 4044.061523
	Iteration 41Q: 3 clusters Score -388929.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -388955.000000 Penalty: 4044.061523
	Iteration 42Q: 3 clusters Score -388955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -388975.875000 Penalty: 4044.061523
	Iteration 43Q: 3 clusters Score -388975.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -388990.156250 Penalty: 4044.061523
	Iteration 44Q: 3 clusters Score -388990.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -389001.468750 Penalty: 4044.061523
	Iteration 45Q: 3 clusters Score -389001.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -389006.500000 Penalty: 4044.061523
	Iteration 46Q: 3 clusters Score -389006.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -389012.750000 Penalty: 4044.061523
	Iteration 47Q: 3 clusters Score -389012.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -389015.281250 Penalty: 4044.061523
	Iteration 48Q: 3 clusters Score -389015.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -389015.125000 Penalty: 4044.061523
	Iteration 49Q: 3 clusters Score -389015.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -389015.125000 Penalty: 4044.061523
	Iteration 50F: 3 clusters Score -389015.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (122975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122975 members 
Entering Unmasked Estep 
Score: -15055198.000000 Penalty: 2906.494629
	Iteration 0F: 2 clusters Score -1.50552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61425 members 
Mstep: Class 2 contains 61550 members 
Entering Unmasked Estep 
Score: -14972770.000000 Penalty: 5812.989258
	Iteration 0F: 3 clusters Score -1.497277e+07 nChanged 58626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60857 members 
Mstep: Class 2 contains 62118 members 
Entering Unmasked Estep 
Score: -15006380.000000 Penalty: 5812.989258
	Iteration 1F: 3 clusters Score -1.500638e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60659 members 
Mstep: Class 2 contains 62316 members 
Entering Unmasked Estep 
Score: -15007473.000000 Penalty: 5812.989258
	Iteration 2Q: 3 clusters Score -1.500747e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60445 members 
Mstep: Class 2 contains 62530 members 
Entering Unmasked Estep 
Score: -15008633.000000 Penalty: 5812.989258
	Iteration 3Q: 3 clusters Score -1.500863e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60276 members 
Mstep: Class 2 contains 62699 members 
Entering Unmasked Estep 
Score: -15009957.000000 Penalty: 5812.989258
	Iteration 4Q: 3 clusters Score -1.500996e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60173 members 
Mstep: Class 2 contains 62802 members 
Entering Unmasked Estep 
Score: -15011509.000000 Penalty: 5812.989258
	Iteration 5Q: 3 clusters Score -1.501151e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60007 members 
Mstep: Class 2 contains 62968 members 
Entering Unmasked Estep 
Score: -15013346.000000 Penalty: 5812.989258
	Iteration 6Q: 3 clusters Score -1.501335e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59846 members 
Mstep: Class 2 contains 63129 members 
Entering Unmasked Estep 
Score: -15015360.000000 Penalty: 5812.989258
	Iteration 7Q: 3 clusters Score -1.501536e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59568 members 
Mstep: Class 2 contains 63407 members 
Entering Unmasked Estep 
Score: -15017497.000000 Penalty: 5812.989258
	Iteration 8Q: 3 clusters Score -1.50175e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59176 members 
Mstep: Class 2 contains 63799 members 
Entering Unmasked Estep 
Score: -15019500.000000 Penalty: 5812.989258
	Iteration 9Q: 3 clusters Score -1.50195e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 64397 members 
Entering Unmasked Estep 
Score: -15021388.000000 Penalty: 5812.989258
	Iteration 10Q: 3 clusters Score -1.502139e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57714 members 
Mstep: Class 2 contains 65261 members 
Entering Unmasked Estep 
Score: -15022955.000000 Penalty: 5812.989258
	Iteration 11Q: 3 clusters Score -1.502296e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56533 members 
Mstep: Class 2 contains 66442 members 
Entering Unmasked Estep 
Score: -15024232.000000 Penalty: 5812.989258
	Iteration 12Q: 3 clusters Score -1.502423e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 67916 members 
Entering Unmasked Estep 
Score: -15025370.000000 Penalty: 5812.989258
	Iteration 13Q: 3 clusters Score -1.502537e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53159 members 
Mstep: Class 2 contains 69816 members 
Entering Unmasked Estep 
Score: -15026602.000000 Penalty: 5812.989258
	Iteration 14Q: 3 clusters Score -1.50266e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 72194 members 
Entering Unmasked Estep 
Score: -15027772.000000 Penalty: 5812.989258
	Iteration 15Q: 3 clusters Score -1.502777e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 75039 members 
Entering Unmasked Estep 
Score: -15029078.000000 Penalty: 5812.989258
	Iteration 16Q: 3 clusters Score -1.502908e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 78372 members 
Entering Unmasked Estep 
Score: -15030409.000000 Penalty: 5812.989258
	Iteration 17Q: 3 clusters Score -1.503041e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 82282 members 
Entering Unmasked Estep 
Score: -15032188.000000 Penalty: 5812.989258
	Iteration 18Q: 3 clusters Score -1.503219e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 86762 members 
Entering Unmasked Estep 
Score: -15034296.000000 Penalty: 5812.989258
	Iteration 19Q: 3 clusters Score -1.50343e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 91669 members 
Entering Unmasked Estep 
Score: -15036737.000000 Penalty: 5812.989258
	Iteration 20F: 3 clusters Score -1.503674e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 96901 members 
Entering Unmasked Estep 
Score: -15039596.000000 Penalty: 5812.989258
	Iteration 21Q: 3 clusters Score -1.50396e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 102008 members 
Entering Unmasked Estep 
Score: -15042671.000000 Penalty: 5812.989258
	Iteration 22Q: 3 clusters Score -1.504267e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 106658 members 
Entering Unmasked Estep 
Score: -15045375.000000 Penalty: 5812.989258
	Iteration 23Q: 3 clusters Score -1.504538e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 110530 members 
Entering Unmasked Estep 
Score: -15047467.000000 Penalty: 5812.989258
	Iteration 24Q: 3 clusters Score -1.504747e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 113544 members 
Entering Unmasked Estep 
Score: -15049192.000000 Penalty: 5812.989258
	Iteration 25Q: 3 clusters Score -1.504919e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 115791 members 
Entering Unmasked Estep 
Score: -15050391.000000 Penalty: 5812.989258
	Iteration 26Q: 3 clusters Score -1.505039e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 117422 members 
Entering Unmasked Estep 
Score: -15051193.000000 Penalty: 5812.989258
	Iteration 27Q: 3 clusters Score -1.505119e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 118558 members 
Entering Unmasked Estep 
Score: -15051697.000000 Penalty: 5812.989258
	Iteration 28Q: 3 clusters Score -1.50517e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 119342 members 
Entering Unmasked Estep 
Score: -15052031.000000 Penalty: 5812.989258
	Iteration 29Q: 3 clusters Score -1.505203e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 119872 members 
Entering Unmasked Estep 
Score: -15052225.000000 Penalty: 5812.989258
	Iteration 30Q: 3 clusters Score -1.505222e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 120240 members 
Entering Unmasked Estep 
Score: -15052395.000000 Penalty: 5812.989258
	Iteration 31Q: 3 clusters Score -1.50524e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 120507 members 
Entering Unmasked Estep 
Score: -15052469.000000 Penalty: 5812.989258
	Iteration 32Q: 3 clusters Score -1.505247e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 120700 members 
Entering Unmasked Estep 
Score: -15052521.000000 Penalty: 5812.989258
	Iteration 33Q: 3 clusters Score -1.505252e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 120861 members 
Entering Unmasked Estep 
Score: -15052602.000000 Penalty: 5812.989258
	Iteration 34Q: 3 clusters Score -1.50526e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 120981 members 
Entering Unmasked Estep 
Score: -15052656.000000 Penalty: 5812.989258
	Iteration 35Q: 3 clusters Score -1.505266e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 121070 members 
Entering Unmasked Estep 
Score: -15052713.000000 Penalty: 5812.989258
	Iteration 36Q: 3 clusters Score -1.505271e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 121140 members 
Entering Unmasked Estep 
Score: -15052745.000000 Penalty: 5812.989258
	Iteration 37Q: 3 clusters Score -1.505274e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 121208 members 
Entering Unmasked Estep 
Score: -15052752.000000 Penalty: 5812.989258
	Iteration 38Q: 3 clusters Score -1.505275e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 121264 members 
Entering Unmasked Estep 
Score: -15052777.000000 Penalty: 5812.989258
	Iteration 39Q: 3 clusters Score -1.505278e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 121318 members 
Entering Unmasked Estep 
Score: -15052798.000000 Penalty: 5812.989258
	Iteration 40F: 3 clusters Score -1.50528e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 121346 members 
Entering Unmasked Estep 
Score: -15052800.000000 Penalty: 5812.989258
	Iteration 41Q: 3 clusters Score -1.50528e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 121374 members 
Entering Unmasked Estep 
Score: -15052830.000000 Penalty: 5812.989258
	Iteration 42Q: 3 clusters Score -1.505283e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 121407 members 
Entering Unmasked Estep 
Score: -15052843.000000 Penalty: 5812.989258
	Iteration 43Q: 3 clusters Score -1.505284e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 121423 members 
Entering Unmasked Estep 
Score: -15052854.000000 Penalty: 5812.989258
	Iteration 44Q: 3 clusters Score -1.505285e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 121436 members 
Entering Unmasked Estep 
Score: -15052861.000000 Penalty: 5812.989258
	Iteration 45Q: 3 clusters Score -1.505286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 121445 members 
Entering Unmasked Estep 
Score: -15052882.000000 Penalty: 5812.989258
	Iteration 46Q: 3 clusters Score -1.505288e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 121463 members 
Entering Unmasked Estep 
Score: -15052896.000000 Penalty: 5812.989258
	Iteration 47Q: 3 clusters Score -1.50529e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 121479 members 
Entering Unmasked Estep 
Score: -15052889.000000 Penalty: 5812.989258
	Iteration 48Q: 3 clusters Score -1.505289e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 121495 members 
Entering Unmasked Estep 
Score: -15052887.000000 Penalty: 5812.989258
	Iteration 49Q: 3 clusters Score -1.505289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 121505 members 
Entering Unmasked Estep 
Score: -15052896.000000 Penalty: 5812.989258
	Iteration 50Q: 3 clusters Score -1.50529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 121517 members 
Entering Unmasked Estep 
Score: -15052896.000000 Penalty: 5812.989258
	Iteration 51Q: 3 clusters Score -1.50529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 121526 members 
Entering Unmasked Estep 
Score: -15052908.000000 Penalty: 5812.989258
	Iteration 52Q: 3 clusters Score -1.505291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 121537 members 
Entering Unmasked Estep 
Score: -15052915.000000 Penalty: 5812.989258
	Iteration 53Q: 3 clusters Score -1.505292e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 121555 members 
Entering Unmasked Estep 
Score: -15052901.000000 Penalty: 5812.989258
	Iteration 54Q: 3 clusters Score -1.50529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 121565 members 
Entering Unmasked Estep 
Score: -15052921.000000 Penalty: 5812.989258
	Iteration 55Q: 3 clusters Score -1.505292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 121576 members 
Entering Unmasked Estep 
Score: -15052925.000000 Penalty: 5812.989258
	Iteration 56Q: 3 clusters Score -1.505292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 121581 members 
Entering Unmasked Estep 
Score: -15052929.000000 Penalty: 5812.989258
	Iteration 57Q: 3 clusters Score -1.505293e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 121593 members 
Entering Unmasked Estep 
Score: -15052941.000000 Penalty: 5812.989258
	Iteration 58Q: 3 clusters Score -1.505294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 121606 members 
Entering Unmasked Estep 
Score: -15052954.000000 Penalty: 5812.989258
	Iteration 59Q: 3 clusters Score -1.505295e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 121621 members 
Entering Unmasked Estep 
Score: -15052963.000000 Penalty: 5812.989258
	Iteration 60F: 3 clusters Score -1.505296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 121629 members 
Entering Unmasked Estep 
Score: -15052965.000000 Penalty: 5812.989258
	Iteration 61Q: 3 clusters Score -1.505296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 121631 members 
Entering Unmasked Estep 
Score: -15052963.000000 Penalty: 5812.989258
	Iteration 62Q: 3 clusters Score -1.505296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 121640 members 
Entering Unmasked Estep 
Score: -15052980.000000 Penalty: 5812.989258
	Iteration 63Q: 3 clusters Score -1.505298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 121649 members 
Entering Unmasked Estep 
Score: -15052987.000000 Penalty: 5812.989258
	Iteration 64Q: 3 clusters Score -1.505299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 121651 members 
Entering Unmasked Estep 
Score: -15052992.000000 Penalty: 5812.989258
	Iteration 65Q: 3 clusters Score -1.505299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 121657 members 
Entering Unmasked Estep 
Score: -15053000.000000 Penalty: 5812.989258
	Iteration 66Q: 3 clusters Score -1.5053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 121663 members 
Entering Unmasked Estep 
Score: -15052990.000000 Penalty: 5812.989258
	Iteration 67Q: 3 clusters Score -1.505299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 121666 members 
Entering Unmasked Estep 
Score: -15053002.000000 Penalty: 5812.989258
	Iteration 68Q: 3 clusters Score -1.5053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 121666 members 
Entering Unmasked Estep 
Score: -15052998.000000 Penalty: 5812.989258
	Iteration 69Q: 3 clusters Score -1.5053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 121666 members 
Entering Unmasked Estep 
Score: -15053000.000000 Penalty: 5812.989258
	Iteration 70Q: 3 clusters Score -1.5053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 121666 members 
Entering Unmasked Estep 
Score: -15052997.000000 Penalty: 5812.989258
	Iteration 71Q: 3 clusters Score -1.5053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 121666 members 
Entering Unmasked Estep 
Score: -15053004.000000 Penalty: 5812.989258
	Iteration 72Q: 3 clusters Score -1.5053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 121667 members 
Entering Unmasked Estep 
Score: -15052993.000000 Penalty: 5812.989258
	Iteration 73Q: 3 clusters Score -1.505299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 121669 members 
Entering Unmasked Estep 
Score: -15053005.000000 Penalty: 5812.989258
	Iteration 74Q: 3 clusters Score -1.5053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 121669 members 
Entering Unmasked Estep 
Score: -15053005.000000 Penalty: 5812.989258
	Iteration 75F: 3 clusters Score -1.5053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 438 members 
Mstep: Class 3 contains 10495 members 
Mstep: Class 4 contains 20023 members 
Mstep: Class 5 contains 9555 members 
Mstep: Class 6 contains 20439 members 
Mstep: Class 7 contains 237950 members 
Mstep: Class 8 contains 6437 members 
Mstep: Class 9 contains 44256 members 
Mstep: Class 10 contains 162492 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 65065 members 
Mstep: Class 13 contains 1599 members 
Mstep: Class 14 contains 160039 members 
Mstep: Class 15 contains 57587 members 
Mstep: Class 16 contains 6452 members 
Mstep: Class 17 contains 2763 members 
Mstep: Class 18 contains 9175 members 
Mstep: Class 19 contains 41963 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 160577 members 
Mstep: Class 22 contains 98650 members 
Mstep: Class 23 contains 30573 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458048.000000 Penalty: 94431.562500
Iteration 79Q: 28 clusters Score -1.58458e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 10502 members 
Mstep: Class 4 contains 20025 members 
Mstep: Class 5 contains 9554 members 
Mstep: Class 6 contains 20439 members 
Mstep: Class 7 contains 237935 members 
Mstep: Class 8 contains 6427 members 
Mstep: Class 9 contains 44250 members 
Mstep: Class 10 contains 162509 members 
Mstep: Class 11 contains 8796 members 
Mstep: Class 12 contains 65058 members 
Mstep: Class 13 contains 1616 members 
Mstep: Class 14 contains 160026 members 
Mstep: Class 15 contains 57514 members 
Mstep: Class 16 contains 6452 members 
Mstep: Class 17 contains 2755 members 
Mstep: Class 18 contains 9165 members 
Mstep: Class 19 contains 41959 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 160582 members 
Mstep: Class 22 contains 98649 members 
Mstep: Class 23 contains 30576 members 
Mstep: Class 24 contains 3468 members 
Mstep: Class 25 contains 122967 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458288.000000 Penalty: 94431.562500
Iteration 80F: 28 clusters Score -1.584583e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 10517 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 9555 members 
Mstep: Class 6 contains 20441 members 
Mstep: Class 7 contains 237916 members 
Mstep: Class 8 contains 6410 members 
Mstep: Class 9 contains 44247 members 
Mstep: Class 10 contains 162524 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 65055 members 
Mstep: Class 13 contains 1619 members 
Mstep: Class 14 contains 160018 members 
Mstep: Class 15 contains 57477 members 
Mstep: Class 16 contains 6456 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 9158 members 
Mstep: Class 19 contains 41961 members 
Mstep: Class 20 contains 37731 members 
Mstep: Class 21 contains 160590 members 
Mstep: Class 22 contains 98649 members 
Mstep: Class 23 contains 30578 members 
Mstep: Class 24 contains 3469 members 
Mstep: Class 25 contains 122963 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458304.000000 Penalty: 94431.562500
Iteration 81Q: 28 clusters Score -1.584583e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 630 members 
Mstep: Class 3 contains 10535 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 9553 members 
Mstep: Class 6 contains 20439 members 
Mstep: Class 7 contains 237901 members 
Mstep: Class 8 contains 6397 members 
Mstep: Class 9 contains 44245 members 
Mstep: Class 10 contains 162528 members 
Mstep: Class 11 contains 8788 members 
Mstep: Class 12 contains 65044 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 160014 members 
Mstep: Class 15 contains 57462 members 
Mstep: Class 16 contains 6465 members 
Mstep: Class 17 contains 2761 members 
Mstep: Class 18 contains 9158 members 
Mstep: Class 19 contains 41959 members 
Mstep: Class 20 contains 37731 members 
Mstep: Class 21 contains 160613 members 
Mstep: Class 22 contains 98646 members 
Mstep: Class 23 contains 30581 members 
Mstep: Class 24 contains 3471 members 
Mstep: Class 25 contains 122961 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458528.000000 Penalty: 94431.562500
Iteration 82Q: 28 clusters Score -1.584585e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 634 members 
Mstep: Class 3 contains 10549 members 
Mstep: Class 4 contains 20034 members 
Mstep: Class 5 contains 9553 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 7 contains 237881 members 
Mstep: Class 8 contains 6386 members 
Mstep: Class 9 contains 44241 members 
Mstep: Class 10 contains 162545 members 
Mstep: Class 11 contains 8784 members 
Mstep: Class 12 contains 65038 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159997 members 
Mstep: Class 15 contains 57452 members 
Mstep: Class 16 contains 6477 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 9156 members 
Mstep: Class 19 contains 41960 members 
Mstep: Class 20 contains 37731 members 
Mstep: Class 21 contains 160635 members 
Mstep: Class 22 contains 98643 members 
Mstep: Class 23 contains 30584 members 
Mstep: Class 24 contains 3466 members 
Mstep: Class 25 contains 122956 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458464.000000 Penalty: 94431.562500
Iteration 83Q: 28 clusters Score -1.584585e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 637 members 
Mstep: Class 3 contains 10572 members 
Mstep: Class 4 contains 20034 members 
Mstep: Class 5 contains 9550 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 7 contains 237861 members 
Mstep: Class 8 contains 6378 members 
Mstep: Class 9 contains 44240 members 
Mstep: Class 10 contains 162549 members 
Mstep: Class 11 contains 8782 members 
Mstep: Class 12 contains 65033 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159985 members 
Mstep: Class 15 contains 57453 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 9153 members 
Mstep: Class 19 contains 41968 members 
Mstep: Class 20 contains 37729 members 
Mstep: Class 21 contains 160655 members 
Mstep: Class 22 contains 98638 members 
Mstep: Class 23 contains 30589 members 
Mstep: Class 24 contains 3468 members 
Mstep: Class 25 contains 122957 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458352.000000 Penalty: 94431.562500
Iteration 84Q: 28 clusters Score -1.584584e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 638 members 
Mstep: Class 3 contains 10588 members 
Mstep: Class 4 contains 20038 members 
Mstep: Class 5 contains 9548 members 
Mstep: Class 6 contains 20446 members 
Mstep: Class 7 contains 237848 members 
Mstep: Class 8 contains 6365 members 
Mstep: Class 9 contains 44242 members 
Mstep: Class 10 contains 162558 members 
Mstep: Class 11 contains 8784 members 
Mstep: Class 12 contains 65031 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159977 members 
Mstep: Class 15 contains 57454 members 
Mstep: Class 16 contains 6478 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 9148 members 
Mstep: Class 19 contains 41971 members 
Mstep: Class 20 contains 37730 members 
Mstep: Class 21 contains 160672 members 
Mstep: Class 22 contains 98632 members 
Mstep: Class 23 contains 30591 members 
Mstep: Class 24 contains 3468 members 
Mstep: Class 25 contains 122953 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458320.000000 Penalty: 94431.562500
Iteration 85Q: 28 clusters Score -1.584583e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10607 members 
Mstep: Class 4 contains 20038 members 
Mstep: Class 5 contains 9546 members 
Mstep: Class 6 contains 20448 members 
Mstep: Class 7 contains 237832 members 
Mstep: Class 8 contains 6358 members 
Mstep: Class 9 contains 44253 members 
Mstep: Class 10 contains 162548 members 
Mstep: Class 11 contains 8783 members 
Mstep: Class 12 contains 65026 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159979 members 
Mstep: Class 15 contains 57450 members 
Mstep: Class 16 contains 6480 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9144 members 
Mstep: Class 19 contains 41961 members 
Mstep: Class 20 contains 37730 members 
Mstep: Class 21 contains 160690 members 
Mstep: Class 22 contains 98627 members 
Mstep: Class 23 contains 30596 members 
Mstep: Class 24 contains 3470 members 
Mstep: Class 25 contains 122952 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458400.000000 Penalty: 94431.562500
Iteration 86Q: 28 clusters Score -1.584584e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10618 members 
Mstep: Class 4 contains 20043 members 
Mstep: Class 5 contains 9545 members 
Mstep: Class 6 contains 20448 members 
Mstep: Class 7 contains 237824 members 
Mstep: Class 8 contains 6351 members 
Mstep: Class 9 contains 44255 members 
Mstep: Class 10 contains 162555 members 
Mstep: Class 11 contains 8783 members 
Mstep: Class 12 contains 65021 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159978 members 
Mstep: Class 15 contains 57449 members 
Mstep: Class 16 contains 6481 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9141 members 
Mstep: Class 19 contains 41959 members 
Mstep: Class 20 contains 37729 members 
Mstep: Class 21 contains 160704 members 
Mstep: Class 22 contains 98624 members 
Mstep: Class 23 contains 30598 members 
Mstep: Class 24 contains 3468 members 
Mstep: Class 25 contains 122944 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458272.000000 Penalty: 94431.562500
Iteration 87Q: 28 clusters Score -1.584583e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10631 members 
Mstep: Class 4 contains 20043 members 
Mstep: Class 5 contains 9545 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 7 contains 237825 members 
Mstep: Class 8 contains 6339 members 
Mstep: Class 9 contains 44258 members 
Mstep: Class 10 contains 162560 members 
Mstep: Class 11 contains 8783 members 
Mstep: Class 12 contains 65019 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159972 members 
Mstep: Class 15 contains 57451 members 
Mstep: Class 16 contains 6482 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9143 members 
Mstep: Class 19 contains 41956 members 
Mstep: Class 20 contains 37729 members 
Mstep: Class 21 contains 160713 members 
Mstep: Class 22 contains 98620 members 
Mstep: Class 23 contains 30600 members 
Mstep: Class 24 contains 3467 members 
Mstep: Class 25 contains 122938 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458336.000000 Penalty: 94431.562500
Iteration 88Q: 28 clusters Score -1.584583e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10645 members 
Mstep: Class 4 contains 20047 members 
Mstep: Class 5 contains 9546 members 
Mstep: Class 6 contains 20446 members 
Mstep: Class 7 contains 237820 members 
Mstep: Class 8 contains 6324 members 
Mstep: Class 9 contains 44261 members 
Mstep: Class 10 contains 162580 members 
Mstep: Class 11 contains 8782 members 
Mstep: Class 12 contains 65019 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159959 members 
Mstep: Class 15 contains 57446 members 
Mstep: Class 16 contains 6483 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9139 members 
Mstep: Class 19 contains 41957 members 
Mstep: Class 20 contains 37729 members 
Mstep: Class 21 contains 160715 members 
Mstep: Class 22 contains 98618 members 
Mstep: Class 23 contains 30601 members 
Mstep: Class 24 contains 3467 members 
Mstep: Class 25 contains 122940 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458480.000000 Penalty: 94431.562500
Iteration 89Q: 28 clusters Score -1.584585e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10664 members 
Mstep: Class 4 contains 20052 members 
Mstep: Class 5 contains 9547 members 
Mstep: Class 6 contains 20446 members 
Mstep: Class 7 contains 237813 members 
Mstep: Class 8 contains 6313 members 
Mstep: Class 9 contains 44258 members 
Mstep: Class 10 contains 162592 members 
Mstep: Class 11 contains 8782 members 
Mstep: Class 12 contains 65022 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159948 members 
Mstep: Class 15 contains 57442 members 
Mstep: Class 16 contains 6484 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9137 members 
Mstep: Class 19 contains 41957 members 
Mstep: Class 20 contains 37729 members 
Mstep: Class 21 contains 160718 members 
Mstep: Class 22 contains 98614 members 
Mstep: Class 23 contains 30602 members 
Mstep: Class 24 contains 3467 members 
Mstep: Class 25 contains 122939 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458560.000000 Penalty: 94431.562500
Iteration 90Q: 28 clusters Score -1.584586e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10682 members 
Mstep: Class 4 contains 20051 members 
Mstep: Class 5 contains 9549 members 
Mstep: Class 6 contains 20446 members 
Mstep: Class 7 contains 237804 members 
Mstep: Class 8 contains 6303 members 
Mstep: Class 9 contains 44260 members 
Mstep: Class 10 contains 162616 members 
Mstep: Class 11 contains 8782 members 
Mstep: Class 12 contains 65018 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159928 members 
Mstep: Class 15 contains 57437 members 
Mstep: Class 16 contains 6487 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9135 members 
Mstep: Class 19 contains 41958 members 
Mstep: Class 20 contains 37729 members 
Mstep: Class 21 contains 160729 members 
Mstep: Class 22 contains 98607 members 
Mstep: Class 23 contains 30602 members 
Mstep: Class 24 contains 3467 members 
Mstep: Class 25 contains 122939 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458400.000000 Penalty: 94431.562500
Iteration 91Q: 28 clusters Score -1.584584e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10690 members 
Mstep: Class 4 contains 20042 members 
Mstep: Class 5 contains 9551 members 
Mstep: Class 6 contains 20448 members 
Mstep: Class 7 contains 237798 members 
Mstep: Class 8 contains 6294 members 
Mstep: Class 9 contains 44263 members 
Mstep: Class 10 contains 162647 members 
Mstep: Class 11 contains 8782 members 
Mstep: Class 12 contains 65016 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159908 members 
Mstep: Class 15 contains 57438 members 
Mstep: Class 16 contains 6489 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9130 members 
Mstep: Class 19 contains 41959 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160740 members 
Mstep: Class 22 contains 98604 members 
Mstep: Class 23 contains 30603 members 
Mstep: Class 24 contains 3467 members 
Mstep: Class 25 contains 122933 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458432.000000 Penalty: 94431.562500
Iteration 92Q: 28 clusters Score -1.584584e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10698 members 
Mstep: Class 4 contains 20048 members 
Mstep: Class 5 contains 9552 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 7 contains 237796 members 
Mstep: Class 8 contains 6284 members 
Mstep: Class 9 contains 44263 members 
Mstep: Class 10 contains 162672 members 
Mstep: Class 11 contains 8783 members 
Mstep: Class 12 contains 65017 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159887 members 
Mstep: Class 15 contains 57442 members 
Mstep: Class 16 contains 6489 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9118 members 
Mstep: Class 19 contains 41960 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160747 members 
Mstep: Class 22 contains 98595 members 
Mstep: Class 23 contains 30603 members 
Mstep: Class 24 contains 3467 members 
Mstep: Class 25 contains 122933 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458576.000000 Penalty: 94431.562500
Iteration 93Q: 28 clusters Score -1.584586e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10706 members 
Mstep: Class 4 contains 20048 members 
Mstep: Class 5 contains 9555 members 
Mstep: Class 6 contains 20448 members 
Mstep: Class 7 contains 237794 members 
Mstep: Class 8 contains 6279 members 
Mstep: Class 9 contains 44263 members 
Mstep: Class 10 contains 162693 members 
Mstep: Class 11 contains 8784 members 
Mstep: Class 12 contains 65017 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159865 members 
Mstep: Class 15 contains 57445 members 
Mstep: Class 16 contains 6489 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9115 members 
Mstep: Class 19 contains 41958 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160752 members 
Mstep: Class 22 contains 98590 members 
Mstep: Class 23 contains 30604 members 
Mstep: Class 24 contains 3467 members 
Mstep: Class 25 contains 122929 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458464.000000 Penalty: 94431.562500
Iteration 94Q: 28 clusters Score -1.584585e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10712 members 
Mstep: Class 4 contains 20052 members 
Mstep: Class 5 contains 9557 members 
Mstep: Class 6 contains 20448 members 
Mstep: Class 7 contains 237789 members 
Mstep: Class 8 contains 6274 members 
Mstep: Class 9 contains 44261 members 
Mstep: Class 10 contains 162730 members 
Mstep: Class 11 contains 8783 members 
Mstep: Class 12 contains 65014 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159839 members 
Mstep: Class 15 contains 57443 members 
Mstep: Class 16 contains 6489 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9111 members 
Mstep: Class 19 contains 41955 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160756 members 
Mstep: Class 22 contains 98589 members 
Mstep: Class 23 contains 30606 members 
Mstep: Class 24 contains 3467 members 
Mstep: Class 25 contains 122928 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458224.000000 Penalty: 94431.562500
Iteration 95Q: 28 clusters Score -1.584582e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10720 members 
Mstep: Class 4 contains 20050 members 
Mstep: Class 5 contains 9557 members 
Mstep: Class 6 contains 20448 members 
Mstep: Class 7 contains 237780 members 
Mstep: Class 8 contains 6266 members 
Mstep: Class 9 contains 44267 members 
Mstep: Class 10 contains 162765 members 
Mstep: Class 11 contains 8784 members 
Mstep: Class 12 contains 65011 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159819 members 
Mstep: Class 15 contains 57443 members 
Mstep: Class 16 contains 6490 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9107 members 
Mstep: Class 19 contains 41950 members 
Mstep: Class 20 contains 37725 members 
Mstep: Class 21 contains 160763 members 
Mstep: Class 22 contains 98588 members 
Mstep: Class 23 contains 30608 members 
Mstep: Class 24 contains 3467 members 
Mstep: Class 25 contains 122925 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458496.000000 Penalty: 94431.562500
Iteration 96Q: 28 clusters Score -1.584585e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10720 members 
Mstep: Class 4 contains 20047 members 
Mstep: Class 5 contains 9558 members 
Mstep: Class 6 contains 20448 members 
Mstep: Class 7 contains 237777 members 
Mstep: Class 8 contains 6254 members 
Mstep: Class 9 contains 44268 members 
Mstep: Class 10 contains 162798 members 
Mstep: Class 11 contains 8784 members 
Mstep: Class 12 contains 65010 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159797 members 
Mstep: Class 15 contains 57444 members 
Mstep: Class 16 contains 6490 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9103 members 
Mstep: Class 19 contains 41948 members 
Mstep: Class 20 contains 37725 members 
Mstep: Class 21 contains 160772 members 
Mstep: Class 22 contains 98584 members 
Mstep: Class 23 contains 30611 members 
Mstep: Class 24 contains 3469 members 
Mstep: Class 25 contains 122926 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458608.000000 Penalty: 94431.562500
Iteration 97Q: 28 clusters Score -1.584586e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10723 members 
Mstep: Class 4 contains 20048 members 
Mstep: Class 5 contains 9564 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 7 contains 237766 members 
Mstep: Class 8 contains 6247 members 
Mstep: Class 9 contains 44270 members 
Mstep: Class 10 contains 162826 members 
Mstep: Class 11 contains 8784 members 
Mstep: Class 12 contains 65004 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159780 members 
Mstep: Class 15 contains 57446 members 
Mstep: Class 16 contains 6490 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9101 members 
Mstep: Class 19 contains 41949 members 
Mstep: Class 20 contains 37725 members 
Mstep: Class 21 contains 160777 members 
Mstep: Class 22 contains 98580 members 
Mstep: Class 23 contains 30613 members 
Mstep: Class 24 contains 3470 members 
Mstep: Class 25 contains 122924 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458432.000000 Penalty: 94431.562500
Iteration 98Q: 28 clusters Score -1.584584e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10729 members 
Mstep: Class 4 contains 20047 members 
Mstep: Class 5 contains 9568 members 
Mstep: Class 6 contains 20446 members 
Mstep: Class 7 contains 237760 members 
Mstep: Class 8 contains 6234 members 
Mstep: Class 9 contains 44273 members 
Mstep: Class 10 contains 162857 members 
Mstep: Class 11 contains 8784 members 
Mstep: Class 12 contains 65000 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159763 members 
Mstep: Class 15 contains 57446 members 
Mstep: Class 16 contains 6490 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9099 members 
Mstep: Class 19 contains 41946 members 
Mstep: Class 20 contains 37725 members 
Mstep: Class 21 contains 160784 members 
Mstep: Class 22 contains 98580 members 
Mstep: Class 23 contains 30613 members 
Mstep: Class 24 contains 3470 members 
Mstep: Class 25 contains 122920 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458464.000000 Penalty: 94431.562500
Iteration 99Q: 28 clusters Score -1.584585e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10730 members 
Mstep: Class 4 contains 20046 members 
Mstep: Class 5 contains 9575 members 
Mstep: Class 6 contains 20446 members 
Mstep: Class 7 contains 237756 members 
Mstep: Class 8 contains 6227 members 
Mstep: Class 9 contains 44270 members 
Mstep: Class 10 contains 162883 members 
Mstep: Class 11 contains 8784 members 
Mstep: Class 12 contains 64994 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159752 members 
Mstep: Class 15 contains 57446 members 
Mstep: Class 16 contains 6490 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9098 members 
Mstep: Class 19 contains 41945 members 
Mstep: Class 20 contains 37725 members 
Mstep: Class 21 contains 160791 members 
Mstep: Class 22 contains 98576 members 
Mstep: Class 23 contains 30613 members 
Mstep: Class 24 contains 3470 members 
Mstep: Class 25 contains 122919 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458240.000000 Penalty: 94431.562500
Iteration 100F: 28 clusters Score -1.584582e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10730 members 
Mstep: Class 4 contains 20046 members 
Mstep: Class 5 contains 9583 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 7 contains 237744 members 
Mstep: Class 8 contains 6211 members 
Mstep: Class 9 contains 44275 members 
Mstep: Class 10 contains 162928 members 
Mstep: Class 11 contains 8784 members 
Mstep: Class 12 contains 64992 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159734 members 
Mstep: Class 15 contains 57444 members 
Mstep: Class 16 contains 6490 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9096 members 
Mstep: Class 19 contains 41942 members 
Mstep: Class 20 contains 37725 members 
Mstep: Class 21 contains 160795 members 
Mstep: Class 22 contains 98571 members 
Mstep: Class 23 contains 30613 members 
Mstep: Class 24 contains 3470 members 
Mstep: Class 25 contains 122916 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458128.000000 Penalty: 94431.562500
Iteration 101Q: 28 clusters Score -1.584581e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10734 members 
Mstep: Class 4 contains 20042 members 
Mstep: Class 5 contains 9586 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 7 contains 237739 members 
Mstep: Class 8 contains 6202 members 
Mstep: Class 9 contains 44270 members 
Mstep: Class 10 contains 162960 members 
Mstep: Class 11 contains 8785 members 
Mstep: Class 12 contains 64989 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159719 members 
Mstep: Class 15 contains 57444 members 
Mstep: Class 16 contains 6490 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9095 members 
Mstep: Class 19 contains 41939 members 
Mstep: Class 20 contains 37725 members 
Mstep: Class 21 contains 160802 members 
Mstep: Class 22 contains 98568 members 
Mstep: Class 23 contains 30613 members 
Mstep: Class 24 contains 3470 members 
Mstep: Class 25 contains 122918 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458336.000000 Penalty: 94431.562500
Iteration 102Q: 28 clusters Score -1.584583e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10736 members 
Mstep: Class 4 contains 20039 members 
Mstep: Class 5 contains 9586 members 
Mstep: Class 6 contains 20448 members 
Mstep: Class 7 contains 237738 members 
Mstep: Class 8 contains 6190 members 
Mstep: Class 9 contains 44264 members 
Mstep: Class 10 contains 162997 members 
Mstep: Class 11 contains 8784 members 
Mstep: Class 12 contains 64985 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159697 members 
Mstep: Class 15 contains 57445 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9095 members 
Mstep: Class 19 contains 41937 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160813 members 
Mstep: Class 22 contains 98568 members 
Mstep: Class 23 contains 30613 members 
Mstep: Class 24 contains 3470 members 
Mstep: Class 25 contains 122916 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458304.000000 Penalty: 94431.562500
Iteration 103Q: 28 clusters Score -1.584583e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 20040 members 
Mstep: Class 5 contains 9586 members 
Mstep: Class 6 contains 20444 members 
Mstep: Class 7 contains 237738 members 
Mstep: Class 8 contains 6183 members 
Mstep: Class 9 contains 44270 members 
Mstep: Class 10 contains 163031 members 
Mstep: Class 11 contains 8786 members 
Mstep: Class 12 contains 64980 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159669 members 
Mstep: Class 15 contains 57445 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9093 members 
Mstep: Class 19 contains 41936 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160813 members 
Mstep: Class 22 contains 98569 members 
Mstep: Class 23 contains 30616 members 
Mstep: Class 24 contains 3470 members 
Mstep: Class 25 contains 122912 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458208.000000 Penalty: 94431.562500
Iteration 104Q: 28 clusters Score -1.584582e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10744 members 
Mstep: Class 4 contains 20040 members 
Mstep: Class 5 contains 9584 members 
Mstep: Class 6 contains 20444 members 
Mstep: Class 7 contains 237737 members 
Mstep: Class 8 contains 6178 members 
Mstep: Class 9 contains 44274 members 
Mstep: Class 10 contains 163062 members 
Mstep: Class 11 contains 8787 members 
Mstep: Class 12 contains 64976 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159642 members 
Mstep: Class 15 contains 57446 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9091 members 
Mstep: Class 19 contains 41927 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160815 members 
Mstep: Class 22 contains 98571 members 
Mstep: Class 23 contains 30619 members 
Mstep: Class 24 contains 3470 members 
Mstep: Class 25 contains 122914 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458256.000000 Penalty: 94431.562500
Iteration 105Q: 28 clusters Score -1.584583e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10746 members 
Mstep: Class 4 contains 20042 members 
Mstep: Class 5 contains 9582 members 
Mstep: Class 6 contains 20445 members 
Mstep: Class 7 contains 237737 members 
Mstep: Class 8 contains 6163 members 
Mstep: Class 9 contains 44273 members 
Mstep: Class 10 contains 163100 members 
Mstep: Class 11 contains 8788 members 
Mstep: Class 12 contains 64972 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159623 members 
Mstep: Class 15 contains 57446 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9087 members 
Mstep: Class 19 contains 41926 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160819 members 
Mstep: Class 22 contains 98569 members 
Mstep: Class 23 contains 30621 members 
Mstep: Class 24 contains 3470 members 
Mstep: Class 25 contains 122915 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458192.000000 Penalty: 94431.562500
Iteration 106Q: 28 clusters Score -1.584582e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10747 members 
Mstep: Class 4 contains 20043 members 
Mstep: Class 5 contains 9582 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 7 contains 237736 members 
Mstep: Class 8 contains 6142 members 
Mstep: Class 9 contains 44274 members 
Mstep: Class 10 contains 163146 members 
Mstep: Class 11 contains 8785 members 
Mstep: Class 12 contains 64975 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159589 members 
Mstep: Class 15 contains 57449 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9085 members 
Mstep: Class 19 contains 41927 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160823 members 
Mstep: Class 22 contains 98567 members 
Mstep: Class 23 contains 30622 members 
Mstep: Class 24 contains 3470 members 
Mstep: Class 25 contains 122918 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458112.000000 Penalty: 94431.562500
Iteration 107Q: 28 clusters Score -1.584581e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10750 members 
Mstep: Class 4 contains 20042 members 
Mstep: Class 5 contains 9581 members 
Mstep: Class 6 contains 20448 members 
Mstep: Class 7 contains 237728 members 
Mstep: Class 8 contains 6124 members 
Mstep: Class 9 contains 44277 members 
Mstep: Class 10 contains 163187 members 
Mstep: Class 11 contains 8786 members 
Mstep: Class 12 contains 64970 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159562 members 
Mstep: Class 15 contains 57448 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9081 members 
Mstep: Class 19 contains 41931 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160830 members 
Mstep: Class 22 contains 98567 members 
Mstep: Class 23 contains 30624 members 
Mstep: Class 24 contains 3471 members 
Mstep: Class 25 contains 122919 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458224.000000 Penalty: 94431.562500
Iteration 108Q: 28 clusters Score -1.584582e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10748 members 
Mstep: Class 4 contains 20042 members 
Mstep: Class 5 contains 9582 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 7 contains 237718 members 
Mstep: Class 8 contains 6108 members 
Mstep: Class 9 contains 44279 members 
Mstep: Class 10 contains 163222 members 
Mstep: Class 11 contains 8787 members 
Mstep: Class 12 contains 64968 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159543 members 
Mstep: Class 15 contains 57450 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9078 members 
Mstep: Class 19 contains 41931 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160833 members 
Mstep: Class 22 contains 98565 members 
Mstep: Class 23 contains 30625 members 
Mstep: Class 24 contains 3473 members 
Mstep: Class 25 contains 122928 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458368.000000 Penalty: 94431.562500
Iteration 109Q: 28 clusters Score -1.584584e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10751 members 
Mstep: Class 4 contains 20041 members 
Mstep: Class 5 contains 9581 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 7 contains 237716 members 
Mstep: Class 8 contains 6101 members 
Mstep: Class 9 contains 44275 members 
Mstep: Class 10 contains 163253 members 
Mstep: Class 11 contains 8788 members 
Mstep: Class 12 contains 64966 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159525 members 
Mstep: Class 15 contains 57447 members 
Mstep: Class 16 contains 6493 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9077 members 
Mstep: Class 19 contains 41932 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160836 members 
Mstep: Class 22 contains 98566 members 
Mstep: Class 23 contains 30627 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122928 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458256.000000 Penalty: 94431.562500
Iteration 110Q: 28 clusters Score -1.584583e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10756 members 
Mstep: Class 4 contains 20039 members 
Mstep: Class 5 contains 9583 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 7 contains 237713 members 
Mstep: Class 8 contains 6084 members 
Mstep: Class 9 contains 44277 members 
Mstep: Class 10 contains 163268 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 64963 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159518 members 
Mstep: Class 15 contains 57445 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9077 members 
Mstep: Class 19 contains 41928 members 
Mstep: Class 20 contains 37729 members 
Mstep: Class 21 contains 160840 members 
Mstep: Class 22 contains 98567 members 
Mstep: Class 23 contains 30627 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122930 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458176.000000 Penalty: 94431.562500
Iteration 111Q: 28 clusters Score -1.584582e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10764 members 
Mstep: Class 4 contains 20041 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20446 members 
Mstep: Class 7 contains 237707 members 
Mstep: Class 8 contains 6082 members 
Mstep: Class 9 contains 44280 members 
Mstep: Class 10 contains 163293 members 
Mstep: Class 11 contains 8793 members 
Mstep: Class 12 contains 64959 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159502 members 
Mstep: Class 15 contains 57441 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 9077 members 
Mstep: Class 19 contains 41924 members 
Mstep: Class 20 contains 37729 members 
Mstep: Class 21 contains 160838 members 
Mstep: Class 22 contains 98566 members 
Mstep: Class 23 contains 30628 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122927 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458000.000000 Penalty: 94431.562500
Iteration 112Q: 28 clusters Score -1.58458e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 20040 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20446 members 
Mstep: Class 7 contains 237715 members 
Mstep: Class 8 contains 6073 members 
Mstep: Class 9 contains 44275 members 
Mstep: Class 10 contains 163313 members 
Mstep: Class 11 contains 8794 members 
Mstep: Class 12 contains 64957 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159487 members 
Mstep: Class 15 contains 57440 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 41922 members 
Mstep: Class 20 contains 37730 members 
Mstep: Class 21 contains 160843 members 
Mstep: Class 22 contains 98564 members 
Mstep: Class 23 contains 30629 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122925 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458096.000000 Penalty: 94431.562500
Iteration 113Q: 28 clusters Score -1.584581e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10775 members 
Mstep: Class 4 contains 20039 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20448 members 
Mstep: Class 7 contains 237714 members 
Mstep: Class 8 contains 6061 members 
Mstep: Class 9 contains 44282 members 
Mstep: Class 10 contains 163343 members 
Mstep: Class 11 contains 8794 members 
Mstep: Class 12 contains 64958 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159462 members 
Mstep: Class 15 contains 57440 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 9072 members 
Mstep: Class 19 contains 41921 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160845 members 
Mstep: Class 22 contains 98563 members 
Mstep: Class 23 contains 30631 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122921 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458208.000000 Penalty: 94431.562500
Iteration 114Q: 28 clusters Score -1.584582e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10789 members 
Mstep: Class 4 contains 20038 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20446 members 
Mstep: Class 7 contains 237711 members 
Mstep: Class 8 contains 6051 members 
Mstep: Class 9 contains 44274 members 
Mstep: Class 10 contains 163374 members 
Mstep: Class 11 contains 8794 members 
Mstep: Class 12 contains 64953 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159436 members 
Mstep: Class 15 contains 57440 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 9071 members 
Mstep: Class 19 contains 41922 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160849 members 
Mstep: Class 22 contains 98564 members 
Mstep: Class 23 contains 30632 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122924 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458272.000000 Penalty: 94431.562500
Iteration 115Q: 28 clusters Score -1.584583e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10801 members 
Mstep: Class 4 contains 20036 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20445 members 
Mstep: Class 7 contains 237702 members 
Mstep: Class 8 contains 6042 members 
Mstep: Class 9 contains 44275 members 
Mstep: Class 10 contains 163406 members 
Mstep: Class 11 contains 8794 members 
Mstep: Class 12 contains 64950 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159404 members 
Mstep: Class 15 contains 57442 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 9070 members 
Mstep: Class 19 contains 41924 members 
Mstep: Class 20 contains 37729 members 
Mstep: Class 21 contains 160852 members 
Mstep: Class 22 contains 98563 members 
Mstep: Class 23 contains 30635 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122926 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458320.000000 Penalty: 94431.562500
Iteration 116Q: 28 clusters Score -1.584583e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10812 members 
Mstep: Class 4 contains 20033 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20443 members 
Mstep: Class 7 contains 237690 members 
Mstep: Class 8 contains 6043 members 
Mstep: Class 9 contains 44281 members 
Mstep: Class 10 contains 163438 members 
Mstep: Class 11 contains 8794 members 
Mstep: Class 12 contains 64946 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159376 members 
Mstep: Class 15 contains 57442 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2769 members 
Mstep: Class 18 contains 9068 members 
Mstep: Class 19 contains 41925 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160849 members 
Mstep: Class 22 contains 98562 members 
Mstep: Class 23 contains 30639 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122926 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458192.000000 Penalty: 94431.562500
Iteration 117Q: 28 clusters Score -1.584582e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10816 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20444 members 
Mstep: Class 7 contains 237686 members 
Mstep: Class 8 contains 6038 members 
Mstep: Class 9 contains 44281 members 
Mstep: Class 10 contains 163466 members 
Mstep: Class 11 contains 8794 members 
Mstep: Class 12 contains 64942 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 159350 members 
Mstep: Class 15 contains 57442 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2769 members 
Mstep: Class 18 contains 9071 members 
Mstep: Class 19 contains 41926 members 
Mstep: Class 20 contains 37729 members 
Mstep: Class 21 contains 160845 members 
Mstep: Class 22 contains 98562 members 
Mstep: Class 23 contains 30641 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122931 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458320.000000 Penalty: 94431.562500
Iteration 118Q: 28 clusters Score -1.584583e+08 nChanged 115
Entering ConstructFrom: 
Score: -158458320.000000 Penalty: 94431.562500
Entering ConstructFrom: 
Trying to split cluster 1 (12047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Entering Unmasked Estep 
Score: -1414853.125000 Penalty: 2330.349609
	Iteration 0F: 2 clusters Score -1414853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1405929.125000 Penalty: 4660.699219
	Iteration 0F: 3 clusters Score -1405929 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1408724.250000 Penalty: 4660.699219
	Iteration 1F: 3 clusters Score -1408724 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1409124.000000 Penalty: 4660.699219
	Iteration 2F: 3 clusters Score -1409124 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1409417.000000 Penalty: 4660.699219
	Iteration 3F: 3 clusters Score -1409417 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1409649.625000 Penalty: 4660.699219
	Iteration 4Q: 3 clusters Score -1409650 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1409893.125000 Penalty: 4660.699219
	Iteration 5Q: 3 clusters Score -1409893 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1410159.000000 Penalty: 4660.699219
	Iteration 6Q: 3 clusters Score -1410159 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1410428.125000 Penalty: 4660.699219
	Iteration 7Q: 3 clusters Score -1410428 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1410747.875000 Penalty: 4660.699219
	Iteration 8Q: 3 clusters Score -1410748 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1411124.875000 Penalty: 4660.699219
	Iteration 9Q: 3 clusters Score -1411125 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1411500.375000 Penalty: 4660.699219
	Iteration 10Q: 3 clusters Score -1411500 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1411800.500000 Penalty: 4660.699219
	Iteration 11Q: 3 clusters Score -1411800 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1412045.875000 Penalty: 4660.699219
	Iteration 12Q: 3 clusters Score -1412046 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1412231.875000 Penalty: 4660.699219
	Iteration 13Q: 3 clusters Score -1412232 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1412393.125000 Penalty: 4660.699219
	Iteration 14Q: 3 clusters Score -1412393 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1412523.625000 Penalty: 4660.699219
	Iteration 15Q: 3 clusters Score -1412524 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1412645.250000 Penalty: 4660.699219
	Iteration 16Q: 3 clusters Score -1412645 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1412734.625000 Penalty: 4660.699219
	Iteration 17Q: 3 clusters Score -1412735 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1412804.000000 Penalty: 4660.699219
	Iteration 18Q: 3 clusters Score -1412804 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1412841.500000 Penalty: 4660.699219
	Iteration 19Q: 3 clusters Score -1412842 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1412885.625000 Penalty: 4660.699219
	Iteration 20F: 3 clusters Score -1412886 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1412916.125000 Penalty: 4660.699219
	Iteration 21Q: 3 clusters Score -1412916 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1412945.750000 Penalty: 4660.699219
	Iteration 22Q: 3 clusters Score -1412946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1412971.750000 Penalty: 4660.699219
	Iteration 23Q: 3 clusters Score -1412972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1412985.250000 Penalty: 4660.699219
	Iteration 24Q: 3 clusters Score -1412985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1412999.000000 Penalty: 4660.699219
	Iteration 25Q: 3 clusters Score -1412999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1413009.000000 Penalty: 4660.699219
	Iteration 26Q: 3 clusters Score -1413009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1413019.875000 Penalty: 4660.699219
	Iteration 27Q: 3 clusters Score -1413020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1413025.250000 Penalty: 4660.699219
	Iteration 28Q: 3 clusters Score -1413025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1413029.375000 Penalty: 4660.699219
	Iteration 29Q: 3 clusters Score -1413029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1413033.750000 Penalty: 4660.699219
	Iteration 30Q: 3 clusters Score -1413034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1413039.375000 Penalty: 4660.699219
	Iteration 31Q: 3 clusters Score -1413039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1413043.250000 Penalty: 4660.699219
	Iteration 32Q: 3 clusters Score -1413043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1413047.500000 Penalty: 4660.699219
	Iteration 33Q: 3 clusters Score -1413048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1413048.625000 Penalty: 4660.699219
	Iteration 34Q: 3 clusters Score -1413049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1413048.750000 Penalty: 4660.699219
	Iteration 35Q: 3 clusters Score -1413049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1413048.625000 Penalty: 4660.699219
	Iteration 36Q: 3 clusters Score -1413049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1413050.375000 Penalty: 4660.699219
	Iteration 37Q: 3 clusters Score -1413050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1413054.250000 Penalty: 4660.699219
	Iteration 38Q: 3 clusters Score -1413054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1413055.125000 Penalty: 4660.699219
	Iteration 39Q: 3 clusters Score -1413055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1413056.750000 Penalty: 4660.699219
	Iteration 40F: 3 clusters Score -1413057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1413056.500000 Penalty: 4660.699219
	Iteration 41Q: 3 clusters Score -1413056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1413058.500000 Penalty: 4660.699219
	Iteration 42Q: 3 clusters Score -1413058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1413057.250000 Penalty: 4660.699219
	Iteration 43Q: 3 clusters Score -1413057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1413061.625000 Penalty: 4660.699219
	Iteration 44Q: 3 clusters Score -1413062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1413061.625000 Penalty: 4660.699219
	Iteration 45F: 3 clusters Score -1413062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -68158.718750 Penalty: 1602.056396
	Iteration 0F: 2 clusters Score -68158.72 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 291 members 
Entering Unmasked Estep 
Score: -66567.070312 Penalty: 3204.112793
	Iteration 0F: 3 clusters Score -66567.07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -66815.882812 Penalty: 3204.112793
	Iteration 1F: 3 clusters Score -66815.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66907.312500 Penalty: 3204.112793
	Iteration 2F: 3 clusters Score -66907.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66945.679688 Penalty: 3204.112793
	Iteration 3Q: 3 clusters Score -66945.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66969.109375 Penalty: 3204.112793
	Iteration 4Q: 3 clusters Score -66969.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66980.117188 Penalty: 3204.112793
	Iteration 5Q: 3 clusters Score -66980.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66986.531250 Penalty: 3204.112793
	Iteration 6Q: 3 clusters Score -66986.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66988.164062 Penalty: 3204.112793
	Iteration 7Q: 3 clusters Score -66988.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66992.085938 Penalty: 3204.112793
	Iteration 8Q: 3 clusters Score -66992.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66995.242188 Penalty: 3204.112793
	Iteration 9Q: 3 clusters Score -66995.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66998.882812 Penalty: 3204.112793
	Iteration 10Q: 3 clusters Score -66998.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67000.031250 Penalty: 3204.112793
	Iteration 11Q: 3 clusters Score -67000.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67000.031250 Penalty: 3204.112793
	Iteration 12F: 3 clusters Score -67000.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Entering Unmasked Estep 
Score: -1298105.875000 Penalty: 2303.686523
	Iteration 0F: 2 clusters Score -1298106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1289905.000000 Penalty: 4607.373047
	Iteration 0F: 3 clusters Score -1289905 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1292445.875000 Penalty: 4607.373047
	Iteration 1F: 3 clusters Score -1292446 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1292785.750000 Penalty: 4607.373047
	Iteration 2F: 3 clusters Score -1292786 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1293078.500000 Penalty: 4607.373047
	Iteration 3F: 3 clusters Score -1293078 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1293425.625000 Penalty: 4607.373047
	Iteration 4F: 3 clusters Score -1293426 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1293786.125000 Penalty: 4607.373047
	Iteration 5F: 3 clusters Score -1293786 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1294176.750000 Penalty: 4607.373047
	Iteration 6F: 3 clusters Score -1294177 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1294541.750000 Penalty: 4607.373047
	Iteration 7F: 3 clusters Score -1294542 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1294855.375000 Penalty: 4607.373047
	Iteration 8Q: 3 clusters Score -1294855 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1295115.375000 Penalty: 4607.373047
	Iteration 9Q: 3 clusters Score -1295115 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1295313.125000 Penalty: 4607.373047
	Iteration 10Q: 3 clusters Score -1295313 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1295495.000000 Penalty: 4607.373047
	Iteration 11Q: 3 clusters Score -1295495 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1295621.625000 Penalty: 4607.373047
	Iteration 12Q: 3 clusters Score -1295622 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1295700.250000 Penalty: 4607.373047
	Iteration 13Q: 3 clusters Score -1295700 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1295768.625000 Penalty: 4607.373047
	Iteration 14Q: 3 clusters Score -1295769 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1295835.875000 Penalty: 4607.373047
	Iteration 15Q: 3 clusters Score -1295836 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1295895.750000 Penalty: 4607.373047
	Iteration 16Q: 3 clusters Score -1295896 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1295938.500000 Penalty: 4607.373047
	Iteration 17Q: 3 clusters Score -1295938 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1295966.625000 Penalty: 4607.373047
	Iteration 18Q: 3 clusters Score -1295967 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1295996.500000 Penalty: 4607.373047
	Iteration 19Q: 3 clusters Score -1295996 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1296019.375000 Penalty: 4607.373047
	Iteration 20F: 3 clusters Score -1296019 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1296031.875000 Penalty: 4607.373047
	Iteration 21Q: 3 clusters Score -1296032 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1296047.500000 Penalty: 4607.373047
	Iteration 22Q: 3 clusters Score -1296048 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1296058.250000 Penalty: 4607.373047
	Iteration 23Q: 3 clusters Score -1296058 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1296073.750000 Penalty: 4607.373047
	Iteration 24Q: 3 clusters Score -1296074 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1296086.125000 Penalty: 4607.373047
	Iteration 25Q: 3 clusters Score -1296086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1296106.000000 Penalty: 4607.373047
	Iteration 26Q: 3 clusters Score -1296106 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1296120.625000 Penalty: 4607.373047
	Iteration 27Q: 3 clusters Score -1296121 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1296125.250000 Penalty: 4607.373047
	Iteration 28Q: 3 clusters Score -1296125 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1296135.750000 Penalty: 4607.373047
	Iteration 29Q: 3 clusters Score -1296136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1296141.625000 Penalty: 4607.373047
	Iteration 30Q: 3 clusters Score -1296142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1296147.750000 Penalty: 4607.373047
	Iteration 31Q: 3 clusters Score -1296148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1296154.000000 Penalty: 4607.373047
	Iteration 32Q: 3 clusters Score -1296154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1296166.750000 Penalty: 4607.373047
	Iteration 33Q: 3 clusters Score -1296167 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1296176.500000 Penalty: 4607.373047
	Iteration 34Q: 3 clusters Score -1296176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1296180.000000 Penalty: 4607.373047
	Iteration 35Q: 3 clusters Score -1296180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1296191.125000 Penalty: 4607.373047
	Iteration 36Q: 3 clusters Score -1296191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1296196.750000 Penalty: 4607.373047
	Iteration 37Q: 3 clusters Score -1296197 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1296201.625000 Penalty: 4607.373047
	Iteration 38Q: 3 clusters Score -1296202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1296205.750000 Penalty: 4607.373047
	Iteration 39Q: 3 clusters Score -1296206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1296211.250000 Penalty: 4607.373047
	Iteration 40F: 3 clusters Score -1296211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1296218.250000 Penalty: 4607.373047
	Iteration 41Q: 3 clusters Score -1296218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1296220.625000 Penalty: 4607.373047
	Iteration 42Q: 3 clusters Score -1296221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1296221.625000 Penalty: 4607.373047
	Iteration 43Q: 3 clusters Score -1296222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1296228.250000 Penalty: 4607.373047
	Iteration 44Q: 3 clusters Score -1296228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1296236.625000 Penalty: 4607.373047
	Iteration 45Q: 3 clusters Score -1296237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1296237.500000 Penalty: 4607.373047
	Iteration 46Q: 3 clusters Score -1296238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1296235.625000 Penalty: 4607.373047
	Iteration 47Q: 3 clusters Score -1296236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1296241.000000 Penalty: 4607.373047
	Iteration 48Q: 3 clusters Score -1296241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1296243.500000 Penalty: 4607.373047
	Iteration 49Q: 3 clusters Score -1296244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1296248.625000 Penalty: 4607.373047
	Iteration 50Q: 3 clusters Score -1296249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1296250.375000 Penalty: 4607.373047
	Iteration 51Q: 3 clusters Score -1296250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1296253.625000 Penalty: 4607.373047
	Iteration 52Q: 3 clusters Score -1296254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1296255.625000 Penalty: 4607.373047
	Iteration 53Q: 3 clusters Score -1296256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1296257.875000 Penalty: 4607.373047
	Iteration 54Q: 3 clusters Score -1296258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1296262.125000 Penalty: 4607.373047
	Iteration 55Q: 3 clusters Score -1296262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1296267.125000 Penalty: 4607.373047
	Iteration 56Q: 3 clusters Score -1296267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1296268.250000 Penalty: 4607.373047
	Iteration 57Q: 3 clusters Score -1296268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1296276.875000 Penalty: 4607.373047
	Iteration 58Q: 3 clusters Score -1296277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1296278.000000 Penalty: 4607.373047
	Iteration 59Q: 3 clusters Score -1296278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1296281.875000 Penalty: 4607.373047
	Iteration 60F: 3 clusters Score -1296282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1296284.750000 Penalty: 4607.373047
	Iteration 61Q: 3 clusters Score -1296285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1296288.375000 Penalty: 4607.373047
	Iteration 62Q: 3 clusters Score -1296288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1296288.125000 Penalty: 4607.373047
	Iteration 63Q: 3 clusters Score -1296288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1296294.875000 Penalty: 4607.373047
	Iteration 64Q: 3 clusters Score -1296295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1296294.375000 Penalty: 4607.373047
	Iteration 65Q: 3 clusters Score -1296294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1296296.750000 Penalty: 4607.373047
	Iteration 66Q: 3 clusters Score -1296297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1296297.375000 Penalty: 4607.373047
	Iteration 67Q: 3 clusters Score -1296297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1296299.125000 Penalty: 4607.373047
	Iteration 68Q: 3 clusters Score -1296299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1296299.625000 Penalty: 4607.373047
	Iteration 69Q: 3 clusters Score -1296300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1296301.250000 Penalty: 4607.373047
	Iteration 70Q: 3 clusters Score -1296301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1296297.875000 Penalty: 4607.373047
	Iteration 71Q: 3 clusters Score -1296298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1296299.625000 Penalty: 4607.373047
	Iteration 72Q: 3 clusters Score -1296300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1296301.000000 Penalty: 4607.373047
	Iteration 73Q: 3 clusters Score -1296301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1296301.875000 Penalty: 4607.373047
	Iteration 74Q: 3 clusters Score -1296302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1296302.250000 Penalty: 4607.373047
	Iteration 75Q: 3 clusters Score -1296302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1296305.750000 Penalty: 4607.373047
	Iteration 76Q: 3 clusters Score -1296306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1296305.750000 Penalty: 4607.373047
	Iteration 77F: 3 clusters Score -1296306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Entering Unmasked Estep 
Score: -2306494.750000 Penalty: 2456.424316
	Iteration 0F: 2 clusters Score -2306495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2292408.750000 Penalty: 4912.848633
	Iteration 0F: 3 clusters Score -2292409 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2297088.750000 Penalty: 4912.848633
	Iteration 1F: 3 clusters Score -2297089 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2297525.500000 Penalty: 4912.848633
	Iteration 2F: 3 clusters Score -2297526 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2297928.500000 Penalty: 4912.848633
	Iteration 3Q: 3 clusters Score -2297928 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2298307.500000 Penalty: 4912.848633
	Iteration 4Q: 3 clusters Score -2298308 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2298742.500000 Penalty: 4912.848633
	Iteration 5Q: 3 clusters Score -2298742 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2299248.250000 Penalty: 4912.848633
	Iteration 6Q: 3 clusters Score -2299248 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2299832.250000 Penalty: 4912.848633
	Iteration 7Q: 3 clusters Score -2299832 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2300485.250000 Penalty: 4912.848633
	Iteration 8Q: 3 clusters Score -2300485 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2301161.000000 Penalty: 4912.848633
	Iteration 9Q: 3 clusters Score -2301161 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2301789.250000 Penalty: 4912.848633
	Iteration 10Q: 3 clusters Score -2301789 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2302297.250000 Penalty: 4912.848633
	Iteration 11Q: 3 clusters Score -2302297 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2302712.750000 Penalty: 4912.848633
	Iteration 12Q: 3 clusters Score -2302713 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2303065.000000 Penalty: 4912.848633
	Iteration 13Q: 3 clusters Score -2303065 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2303340.250000 Penalty: 4912.848633
	Iteration 14Q: 3 clusters Score -2303340 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2303555.250000 Penalty: 4912.848633
	Iteration 15Q: 3 clusters Score -2303555 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2303687.500000 Penalty: 4912.848633
	Iteration 16Q: 3 clusters Score -2303688 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2303832.750000 Penalty: 4912.848633
	Iteration 17Q: 3 clusters Score -2303833 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2303938.000000 Penalty: 4912.848633
	Iteration 18Q: 3 clusters Score -2303938 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2304058.250000 Penalty: 4912.848633
	Iteration 19Q: 3 clusters Score -2304058 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2304178.500000 Penalty: 4912.848633
	Iteration 20F: 3 clusters Score -2304178 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2304305.500000 Penalty: 4912.848633
	Iteration 21Q: 3 clusters Score -2304306 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2304433.750000 Penalty: 4912.848633
	Iteration 22Q: 3 clusters Score -2304434 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2304556.250000 Penalty: 4912.848633
	Iteration 23Q: 3 clusters Score -2304556 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2304659.500000 Penalty: 4912.848633
	Iteration 24Q: 3 clusters Score -2304660 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2304734.000000 Penalty: 4912.848633
	Iteration 25Q: 3 clusters Score -2304734 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2304782.250000 Penalty: 4912.848633
	Iteration 26Q: 3 clusters Score -2304782 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2304837.500000 Penalty: 4912.848633
	Iteration 27Q: 3 clusters Score -2304838 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2304864.750000 Penalty: 4912.848633
	Iteration 28Q: 3 clusters Score -2304865 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2304902.500000 Penalty: 4912.848633
	Iteration 29Q: 3 clusters Score -2304902 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2304920.750000 Penalty: 4912.848633
	Iteration 30Q: 3 clusters Score -2304921 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2304941.500000 Penalty: 4912.848633
	Iteration 31Q: 3 clusters Score -2304942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2304952.750000 Penalty: 4912.848633
	Iteration 32Q: 3 clusters Score -2304953 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2304965.000000 Penalty: 4912.848633
	Iteration 33Q: 3 clusters Score -2304965 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2304972.500000 Penalty: 4912.848633
	Iteration 34Q: 3 clusters Score -2304972 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2304982.250000 Penalty: 4912.848633
	Iteration 35Q: 3 clusters Score -2304982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2304990.500000 Penalty: 4912.848633
	Iteration 36Q: 3 clusters Score -2304990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2304999.750000 Penalty: 4912.848633
	Iteration 37Q: 3 clusters Score -2305000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2304999.250000 Penalty: 4912.848633
	Iteration 38Q: 3 clusters Score -2304999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2305003.000000 Penalty: 4912.848633
	Iteration 39Q: 3 clusters Score -2305003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2305010.250000 Penalty: 4912.848633
	Iteration 40F: 3 clusters Score -2305010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2305014.500000 Penalty: 4912.848633
	Iteration 41Q: 3 clusters Score -2305014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2305017.750000 Penalty: 4912.848633
	Iteration 42Q: 3 clusters Score -2305018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2305022.500000 Penalty: 4912.848633
	Iteration 43Q: 3 clusters Score -2305022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2305030.500000 Penalty: 4912.848633
	Iteration 44Q: 3 clusters Score -2305030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2305029.750000 Penalty: 4912.848633
	Iteration 45Q: 3 clusters Score -2305030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2305030.250000 Penalty: 4912.848633
	Iteration 46Q: 3 clusters Score -2305030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2305028.500000 Penalty: 4912.848633
	Iteration 47Q: 3 clusters Score -2305028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2305028.000000 Penalty: 4912.848633
	Iteration 48Q: 3 clusters Score -2305028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2305033.750000 Penalty: 4912.848633
	Iteration 49Q: 3 clusters Score -2305034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2305035.250000 Penalty: 4912.848633
	Iteration 50Q: 3 clusters Score -2305035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2305036.250000 Penalty: 4912.848633
	Iteration 51Q: 3 clusters Score -2305036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2305039.250000 Penalty: 4912.848633
	Iteration 52Q: 3 clusters Score -2305039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2305039.250000 Penalty: 4912.848633
	Iteration 53Q: 3 clusters Score -2305039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2305044.250000 Penalty: 4912.848633
	Iteration 54Q: 3 clusters Score -2305044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2305043.500000 Penalty: 4912.848633
	Iteration 55Q: 3 clusters Score -2305044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2305046.000000 Penalty: 4912.848633
	Iteration 56Q: 3 clusters Score -2305046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2305047.250000 Penalty: 4912.848633
	Iteration 57Q: 3 clusters Score -2305047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2305049.000000 Penalty: 4912.848633
	Iteration 58Q: 3 clusters Score -2305049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2305047.500000 Penalty: 4912.848633
	Iteration 59Q: 3 clusters Score -2305048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2305045.750000 Penalty: 4912.848633
	Iteration 60F: 3 clusters Score -2305046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Entering Unmasked Estep 
Score: -1166168.250000 Penalty: 2273.652588
	Iteration 0F: 2 clusters Score -1166168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1158776.375000 Penalty: 4547.305176
	Iteration 0F: 3 clusters Score -1158776 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1160914.000000 Penalty: 4547.305176
	Iteration 1F: 3 clusters Score -1160914 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1161299.250000 Penalty: 4547.305176
	Iteration 2F: 3 clusters Score -1161299 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1161669.625000 Penalty: 4547.305176
	Iteration 3F: 3 clusters Score -1161670 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1162047.875000 Penalty: 4547.305176
	Iteration 4F: 3 clusters Score -1162048 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1162436.000000 Penalty: 4547.305176
	Iteration 5F: 3 clusters Score -1162436 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1162840.375000 Penalty: 4547.305176
	Iteration 6F: 3 clusters Score -1162840 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1163255.500000 Penalty: 4547.305176
	Iteration 7F: 3 clusters Score -1163256 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1163616.000000 Penalty: 4547.305176
	Iteration 8Q: 3 clusters Score -1163616 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1163891.875000 Penalty: 4547.305176
	Iteration 9Q: 3 clusters Score -1163892 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1164086.125000 Penalty: 4547.305176
	Iteration 10Q: 3 clusters Score -1164086 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1164226.625000 Penalty: 4547.305176
	Iteration 11Q: 3 clusters Score -1164227 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1164299.500000 Penalty: 4547.305176
	Iteration 12Q: 3 clusters Score -1164300 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1164338.375000 Penalty: 4547.305176
	Iteration 13Q: 3 clusters Score -1164338 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1164364.625000 Penalty: 4547.305176
	Iteration 14Q: 3 clusters Score -1164365 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1164379.375000 Penalty: 4547.305176
	Iteration 15Q: 3 clusters Score -1164379 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1164391.000000 Penalty: 4547.305176
	Iteration 16Q: 3 clusters Score -1164391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1164400.500000 Penalty: 4547.305176
	Iteration 17Q: 3 clusters Score -1164400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1164409.750000 Penalty: 4547.305176
	Iteration 18Q: 3 clusters Score -1164410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1164420.125000 Penalty: 4547.305176
	Iteration 19Q: 3 clusters Score -1164420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1164428.625000 Penalty: 4547.305176
	Iteration 20F: 3 clusters Score -1164429 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1164436.375000 Penalty: 4547.305176
	Iteration 21Q: 3 clusters Score -1164436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1164445.000000 Penalty: 4547.305176
	Iteration 22Q: 3 clusters Score -1164445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1164450.125000 Penalty: 4547.305176
	Iteration 23Q: 3 clusters Score -1164450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1164456.375000 Penalty: 4547.305176
	Iteration 24Q: 3 clusters Score -1164456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1164462.500000 Penalty: 4547.305176
	Iteration 25Q: 3 clusters Score -1164462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1164466.625000 Penalty: 4547.305176
	Iteration 26Q: 3 clusters Score -1164467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1164468.625000 Penalty: 4547.305176
	Iteration 27Q: 3 clusters Score -1164469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1164469.250000 Penalty: 4547.305176
	Iteration 28Q: 3 clusters Score -1164469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1164473.500000 Penalty: 4547.305176
	Iteration 29Q: 3 clusters Score -1164474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1164471.625000 Penalty: 4547.305176
	Iteration 30Q: 3 clusters Score -1164472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1164471.625000 Penalty: 4547.305176
	Iteration 31F: 3 clusters Score -1164472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Entering Unmasked Estep 
Score: -2482431.750000 Penalty: 2461.522217
	Iteration 0F: 2 clusters Score -2482432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2467996.250000 Penalty: 4923.044434
	Iteration 0F: 3 clusters Score -2467996 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2472906.250000 Penalty: 4923.044434
	Iteration 1F: 3 clusters Score -2472906 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2473378.250000 Penalty: 4923.044434
	Iteration 2F: 3 clusters Score -2473378 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2473863.500000 Penalty: 4923.044434
	Iteration 3F: 3 clusters Score -2473864 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2474385.500000 Penalty: 4923.044434
	Iteration 4F: 3 clusters Score -2474386 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2475000.250000 Penalty: 4923.044434
	Iteration 5F: 3 clusters Score -2475000 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2475689.000000 Penalty: 4923.044434
	Iteration 6F: 3 clusters Score -2475689 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2476425.000000 Penalty: 4923.044434
	Iteration 7F: 3 clusters Score -2476425 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2477116.500000 Penalty: 4923.044434
	Iteration 8Q: 3 clusters Score -2477116 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2477822.750000 Penalty: 4923.044434
	Iteration 9Q: 3 clusters Score -2477823 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2478395.000000 Penalty: 4923.044434
	Iteration 10Q: 3 clusters Score -2478395 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2478863.000000 Penalty: 4923.044434
	Iteration 11Q: 3 clusters Score -2478863 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2479230.250000 Penalty: 4923.044434
	Iteration 12Q: 3 clusters Score -2479230 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2479493.000000 Penalty: 4923.044434
	Iteration 13Q: 3 clusters Score -2479493 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2479653.000000 Penalty: 4923.044434
	Iteration 14Q: 3 clusters Score -2479653 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2479791.500000 Penalty: 4923.044434
	Iteration 15Q: 3 clusters Score -2479792 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2479911.250000 Penalty: 4923.044434
	Iteration 16Q: 3 clusters Score -2479911 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2480012.250000 Penalty: 4923.044434
	Iteration 17Q: 3 clusters Score -2480012 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2480115.250000 Penalty: 4923.044434
	Iteration 18Q: 3 clusters Score -2480115 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2480196.750000 Penalty: 4923.044434
	Iteration 19Q: 3 clusters Score -2480197 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -2480244.250000 Penalty: 4923.044434
	Iteration 20F: 3 clusters Score -2480244 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2480284.500000 Penalty: 4923.044434
	Iteration 21Q: 3 clusters Score -2480284 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -2480323.500000 Penalty: 4923.044434
	Iteration 22Q: 3 clusters Score -2480324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -2480359.250000 Penalty: 4923.044434
	Iteration 23Q: 3 clusters Score -2480359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2480379.000000 Penalty: 4923.044434
	Iteration 24Q: 3 clusters Score -2480379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2480392.000000 Penalty: 4923.044434
	Iteration 25Q: 3 clusters Score -2480392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2480400.500000 Penalty: 4923.044434
	Iteration 26Q: 3 clusters Score -2480400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2480407.000000 Penalty: 4923.044434
	Iteration 27Q: 3 clusters Score -2480407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2480416.750000 Penalty: 4923.044434
	Iteration 28Q: 3 clusters Score -2480417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2480422.500000 Penalty: 4923.044434
	Iteration 29Q: 3 clusters Score -2480422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -2480430.500000 Penalty: 4923.044434
	Iteration 30Q: 3 clusters Score -2480430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2480429.250000 Penalty: 4923.044434
	Iteration 31Q: 3 clusters Score -2480429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2480431.750000 Penalty: 4923.044434
	Iteration 32Q: 3 clusters Score -2480432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2480433.250000 Penalty: 4923.044434
	Iteration 33Q: 3 clusters Score -2480433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2480434.000000 Penalty: 4923.044434
	Iteration 34Q: 3 clusters Score -2480434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2480437.500000 Penalty: 4923.044434
	Iteration 35Q: 3 clusters Score -2480438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2480436.500000 Penalty: 4923.044434
	Iteration 36Q: 3 clusters Score -2480436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2480437.000000 Penalty: 4923.044434
	Iteration 37Q: 3 clusters Score -2480437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2480440.000000 Penalty: 4923.044434
	Iteration 38Q: 3 clusters Score -2480440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2480439.250000 Penalty: 4923.044434
	Iteration 39Q: 3 clusters Score -2480439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2480440.750000 Penalty: 4923.044434
	Iteration 40F: 3 clusters Score -2480441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2480444.500000 Penalty: 4923.044434
	Iteration 41Q: 3 clusters Score -2480444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2480442.250000 Penalty: 4923.044434
	Iteration 42Q: 3 clusters Score -2480442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2480442.250000 Penalty: 4923.044434
	Iteration 43F: 3 clusters Score -2480442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (237684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237684 members 
Entering Unmasked Estep 
Score: -28986950.000000 Penalty: 3069.916992
	Iteration 0F: 2 clusters Score -2.898695e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118659 members 
Mstep: Class 2 contains 119025 members 
Entering Unmasked Estep 
Score: -28831226.000000 Penalty: 6139.833984
	Iteration 0F: 3 clusters Score -2.883123e+07 nChanged 115020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113579 members 
Mstep: Class 2 contains 124105 members 
Entering Unmasked Estep 
Score: -28901128.000000 Penalty: 6139.833984
	Iteration 1F: 3 clusters Score -2.890113e+07 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110297 members 
Mstep: Class 2 contains 127387 members 
Entering Unmasked Estep 
Score: -28904496.000000 Penalty: 6139.833984
	Iteration 2Q: 3 clusters Score -2.89045e+07 nChanged 11117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105882 members 
Mstep: Class 2 contains 131802 members 
Entering Unmasked Estep 
Score: -28909862.000000 Penalty: 6139.833984
	Iteration 3Q: 3 clusters Score -2.890986e+07 nChanged 12736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100344 members 
Mstep: Class 2 contains 137340 members 
Entering Unmasked Estep 
Score: -28916118.000000 Penalty: 6139.833984
	Iteration 4F: 3 clusters Score -2.891612e+07 nChanged 14225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93497 members 
Mstep: Class 2 contains 144187 members 
Entering Unmasked Estep 
Score: -28923638.000000 Penalty: 6139.833984
	Iteration 5F: 3 clusters Score -2.892364e+07 nChanged 14519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85540 members 
Mstep: Class 2 contains 152144 members 
Entering Unmasked Estep 
Score: -28931364.000000 Penalty: 6139.833984
	Iteration 6F: 3 clusters Score -2.893136e+07 nChanged 13830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76754 members 
Mstep: Class 2 contains 160930 members 
Entering Unmasked Estep 
Score: -28938492.000000 Penalty: 6139.833984
	Iteration 7F: 3 clusters Score -2.893849e+07 nChanged 12191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67991 members 
Mstep: Class 2 contains 169693 members 
Entering Unmasked Estep 
Score: -28945150.000000 Penalty: 6139.833984
	Iteration 8F: 3 clusters Score -2.894515e+07 nChanged 10403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59870 members 
Mstep: Class 2 contains 177814 members 
Entering Unmasked Estep 
Score: -28951416.000000 Penalty: 6139.833984
	Iteration 9Q: 3 clusters Score -2.895142e+07 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 184856 members 
Entering Unmasked Estep 
Score: -28957200.000000 Penalty: 6139.833984
	Iteration 10Q: 3 clusters Score -2.89572e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 190707 members 
Entering Unmasked Estep 
Score: -28962380.000000 Penalty: 6139.833984
	Iteration 11Q: 3 clusters Score -2.896238e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 195251 members 
Entering Unmasked Estep 
Score: -28966038.000000 Penalty: 6139.833984
	Iteration 12Q: 3 clusters Score -2.896604e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 198992 members 
Entering Unmasked Estep 
Score: -28968278.000000 Penalty: 6139.833984
	Iteration 13Q: 3 clusters Score -2.896828e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 202369 members 
Entering Unmasked Estep 
Score: -28970456.000000 Penalty: 6139.833984
	Iteration 14Q: 3 clusters Score -2.897046e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 205459 members 
Entering Unmasked Estep 
Score: -28972174.000000 Penalty: 6139.833984
	Iteration 15Q: 3 clusters Score -2.897217e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 208316 members 
Entering Unmasked Estep 
Score: -28973574.000000 Penalty: 6139.833984
	Iteration 16Q: 3 clusters Score -2.897357e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 210890 members 
Entering Unmasked Estep 
Score: -28974768.000000 Penalty: 6139.833984
	Iteration 17Q: 3 clusters Score -2.897477e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 213231 members 
Entering Unmasked Estep 
Score: -28975950.000000 Penalty: 6139.833984
	Iteration 18Q: 3 clusters Score -2.897595e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 215287 members 
Entering Unmasked Estep 
Score: -28976888.000000 Penalty: 6139.833984
	Iteration 19Q: 3 clusters Score -2.897689e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 217186 members 
Entering Unmasked Estep 
Score: -28977906.000000 Penalty: 6139.833984
	Iteration 20F: 3 clusters Score -2.897791e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 218907 members 
Entering Unmasked Estep 
Score: -28978642.000000 Penalty: 6139.833984
	Iteration 21Q: 3 clusters Score -2.897864e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 220559 members 
Entering Unmasked Estep 
Score: -28979438.000000 Penalty: 6139.833984
	Iteration 22Q: 3 clusters Score -2.897944e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 222070 members 
Entering Unmasked Estep 
Score: -28980254.000000 Penalty: 6139.833984
	Iteration 23Q: 3 clusters Score -2.898025e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 223461 members 
Entering Unmasked Estep 
Score: -28980858.000000 Penalty: 6139.833984
	Iteration 24Q: 3 clusters Score -2.898086e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 224696 members 
Entering Unmasked Estep 
Score: -28981308.000000 Penalty: 6139.833984
	Iteration 25Q: 3 clusters Score -2.898131e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 225776 members 
Entering Unmasked Estep 
Score: -28981802.000000 Penalty: 6139.833984
	Iteration 26Q: 3 clusters Score -2.89818e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 226739 members 
Entering Unmasked Estep 
Score: -28982224.000000 Penalty: 6139.833984
	Iteration 27Q: 3 clusters Score -2.898222e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 227612 members 
Entering Unmasked Estep 
Score: -28982622.000000 Penalty: 6139.833984
	Iteration 28Q: 3 clusters Score -2.898262e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 228390 members 
Entering Unmasked Estep 
Score: -28982966.000000 Penalty: 6139.833984
	Iteration 29Q: 3 clusters Score -2.898297e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 229118 members 
Entering Unmasked Estep 
Score: -28983216.000000 Penalty: 6139.833984
	Iteration 30Q: 3 clusters Score -2.898322e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 229742 members 
Entering Unmasked Estep 
Score: -28983490.000000 Penalty: 6139.833984
	Iteration 31Q: 3 clusters Score -2.898349e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 230308 members 
Entering Unmasked Estep 
Score: -28983742.000000 Penalty: 6139.833984
	Iteration 32Q: 3 clusters Score -2.898374e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 230795 members 
Entering Unmasked Estep 
Score: -28983984.000000 Penalty: 6139.833984
	Iteration 33Q: 3 clusters Score -2.898398e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 231202 members 
Entering Unmasked Estep 
Score: -28984072.000000 Penalty: 6139.833984
	Iteration 34Q: 3 clusters Score -2.898407e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 231569 members 
Entering Unmasked Estep 
Score: -28984176.000000 Penalty: 6139.833984
	Iteration 35Q: 3 clusters Score -2.898418e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 231881 members 
Entering Unmasked Estep 
Score: -28984292.000000 Penalty: 6139.833984
	Iteration 36Q: 3 clusters Score -2.898429e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 232149 members 
Entering Unmasked Estep 
Score: -28984408.000000 Penalty: 6139.833984
	Iteration 37Q: 3 clusters Score -2.898441e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 232385 members 
Entering Unmasked Estep 
Score: -28984494.000000 Penalty: 6139.833984
	Iteration 38Q: 3 clusters Score -2.898449e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 232606 members 
Entering Unmasked Estep 
Score: -28984600.000000 Penalty: 6139.833984
	Iteration 39Q: 3 clusters Score -2.89846e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 232816 members 
Entering Unmasked Estep 
Score: -28984658.000000 Penalty: 6139.833984
	Iteration 40F: 3 clusters Score -2.898466e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 233003 members 
Entering Unmasked Estep 
Score: -28984698.000000 Penalty: 6139.833984
	Iteration 41Q: 3 clusters Score -2.89847e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 233161 members 
Entering Unmasked Estep 
Score: -28984764.000000 Penalty: 6139.833984
	Iteration 42Q: 3 clusters Score -2.898476e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 233308 members 
Entering Unmasked Estep 
Score: -28984754.000000 Penalty: 6139.833984
	Iteration 43Q: 3 clusters Score -2.898475e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 233445 members 
Entering Unmasked Estep 
Score: -28984770.000000 Penalty: 6139.833984
	Iteration 44Q: 3 clusters Score -2.898477e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 233563 members 
Entering Unmasked Estep 
Score: -28984852.000000 Penalty: 6139.833984
	Iteration 45Q: 3 clusters Score -2.898485e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 233676 members 
Entering Unmasked Estep 
Score: -28984886.000000 Penalty: 6139.833984
	Iteration 46Q: 3 clusters Score -2.898489e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 233779 members 
Entering Unmasked Estep 
Score: -28984904.000000 Penalty: 6139.833984
	Iteration 47Q: 3 clusters Score -2.89849e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 233851 members 
Entering Unmasked Estep 
Score: -28984896.000000 Penalty: 6139.833984
	Iteration 48Q: 3 clusters Score -2.89849e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 233915 members 
Entering Unmasked Estep 
Score: -28984906.000000 Penalty: 6139.833984
	Iteration 49Q: 3 clusters Score -2.898491e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 233968 members 
Entering Unmasked Estep 
Score: -28984928.000000 Penalty: 6139.833984
	Iteration 50Q: 3 clusters Score -2.898493e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 234008 members 
Entering Unmasked Estep 
Score: -28984944.000000 Penalty: 6139.833984
	Iteration 51Q: 3 clusters Score -2.898494e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 234042 members 
Entering Unmasked Estep 
Score: -28984974.000000 Penalty: 6139.833984
	Iteration 52Q: 3 clusters Score -2.898497e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 234076 members 
Entering Unmasked Estep 
Score: -28985008.000000 Penalty: 6139.833984
	Iteration 53Q: 3 clusters Score -2.898501e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 234121 members 
Entering Unmasked Estep 
Score: -28984998.000000 Penalty: 6139.833984
	Iteration 54Q: 3 clusters Score -2.8985e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 234147 members 
Entering Unmasked Estep 
Score: -28984996.000000 Penalty: 6139.833984
	Iteration 55Q: 3 clusters Score -2.8985e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 234180 members 
Entering Unmasked Estep 
Score: -28984986.000000 Penalty: 6139.833984
	Iteration 56Q: 3 clusters Score -2.898499e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 234215 members 
Entering Unmasked Estep 
Score: -28985004.000000 Penalty: 6139.833984
	Iteration 57Q: 3 clusters Score -2.8985e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 234244 members 
Entering Unmasked Estep 
Score: -28984986.000000 Penalty: 6139.833984
	Iteration 58Q: 3 clusters Score -2.898499e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 234274 members 
Entering Unmasked Estep 
Score: -28984994.000000 Penalty: 6139.833984
	Iteration 59Q: 3 clusters Score -2.898499e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 234298 members 
Entering Unmasked Estep 
Score: -28985016.000000 Penalty: 6139.833984
	Iteration 60F: 3 clusters Score -2.898502e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 234323 members 
Entering Unmasked Estep 
Score: -28985008.000000 Penalty: 6139.833984
	Iteration 61Q: 3 clusters Score -2.898501e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 234344 members 
Entering Unmasked Estep 
Score: -28985016.000000 Penalty: 6139.833984
	Iteration 62Q: 3 clusters Score -2.898502e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 234368 members 
Entering Unmasked Estep 
Score: -28984994.000000 Penalty: 6139.833984
	Iteration 63Q: 3 clusters Score -2.898499e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 234385 members 
Entering Unmasked Estep 
Score: -28984982.000000 Penalty: 6139.833984
	Iteration 64Q: 3 clusters Score -2.898498e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 234398 members 
Entering Unmasked Estep 
Score: -28984990.000000 Penalty: 6139.833984
	Iteration 65Q: 3 clusters Score -2.898499e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 234414 members 
Entering Unmasked Estep 
Score: -28985014.000000 Penalty: 6139.833984
	Iteration 66Q: 3 clusters Score -2.898501e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 234431 members 
Entering Unmasked Estep 
Score: -28984996.000000 Penalty: 6139.833984
	Iteration 67Q: 3 clusters Score -2.8985e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 234444 members 
Entering Unmasked Estep 
Score: -28985002.000000 Penalty: 6139.833984
	Iteration 68Q: 3 clusters Score -2.8985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 234449 members 
Entering Unmasked Estep 
Score: -28985014.000000 Penalty: 6139.833984
	Iteration 69Q: 3 clusters Score -2.898501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 234457 members 
Entering Unmasked Estep 
Score: -28985014.000000 Penalty: 6139.833984
	Iteration 70Q: 3 clusters Score -2.898501e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 234469 members 
Entering Unmasked Estep 
Score: -28985004.000000 Penalty: 6139.833984
	Iteration 71Q: 3 clusters Score -2.8985e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 234489 members 
Entering Unmasked Estep 
Score: -28985026.000000 Penalty: 6139.833984
	Iteration 72Q: 3 clusters Score -2.898503e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 234502 members 
Entering Unmasked Estep 
Score: -28985012.000000 Penalty: 6139.833984
	Iteration 73Q: 3 clusters Score -2.898501e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 234514 members 
Entering Unmasked Estep 
Score: -28985016.000000 Penalty: 6139.833984
	Iteration 74Q: 3 clusters Score -2.898502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 234522 members 
Entering Unmasked Estep 
Score: -28985018.000000 Penalty: 6139.833984
	Iteration 75Q: 3 clusters Score -2.898502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 234529 members 
Entering Unmasked Estep 
Score: -28985008.000000 Penalty: 6139.833984
	Iteration 76Q: 3 clusters Score -2.898501e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 234538 members 
Entering Unmasked Estep 
Score: -28985004.000000 Penalty: 6139.833984
	Iteration 77Q: 3 clusters Score -2.8985e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 234551 members 
Entering Unmasked Estep 
Score: -28985020.000000 Penalty: 6139.833984
	Iteration 78Q: 3 clusters Score -2.898502e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 234561 members 
Entering Unmasked Estep 
Score: -28985004.000000 Penalty: 6139.833984
	Iteration 79Q: 3 clusters Score -2.8985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 234571 members 
Entering Unmasked Estep 
Score: -28985010.000000 Penalty: 6139.833984
	Iteration 80F: 3 clusters Score -2.898501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 234579 members 
Entering Unmasked Estep 
Score: -28985022.000000 Penalty: 6139.833984
	Iteration 81Q: 3 clusters Score -2.898502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 234582 members 
Entering Unmasked Estep 
Score: -28985028.000000 Penalty: 6139.833984
	Iteration 82Q: 3 clusters Score -2.898503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 234586 members 
Entering Unmasked Estep 
Score: -28985016.000000 Penalty: 6139.833984
	Iteration 83Q: 3 clusters Score -2.898502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 234590 members 
Entering Unmasked Estep 
Score: -28985020.000000 Penalty: 6139.833984
	Iteration 84Q: 3 clusters Score -2.898502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 234593 members 
Entering Unmasked Estep 
Score: -28985012.000000 Penalty: 6139.833984
	Iteration 85Q: 3 clusters Score -2.898501e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 234602 members 
Entering Unmasked Estep 
Score: -28985026.000000 Penalty: 6139.833984
	Iteration 86Q: 3 clusters Score -2.898503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 234610 members 
Entering Unmasked Estep 
Score: -28985020.000000 Penalty: 6139.833984
	Iteration 87Q: 3 clusters Score -2.898502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 234621 members 
Entering Unmasked Estep 
Score: -28985028.000000 Penalty: 6139.833984
	Iteration 88Q: 3 clusters Score -2.898503e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 234631 members 
Entering Unmasked Estep 
Score: -28985058.000000 Penalty: 6139.833984
	Iteration 89Q: 3 clusters Score -2.898506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 234635 members 
Entering Unmasked Estep 
Score: -28985050.000000 Penalty: 6139.833984
	Iteration 90Q: 3 clusters Score -2.898505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 234640 members 
Entering Unmasked Estep 
Score: -28985040.000000 Penalty: 6139.833984
	Iteration 91Q: 3 clusters Score -2.898504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 234644 members 
Entering Unmasked Estep 
Score: -28985060.000000 Penalty: 6139.833984
	Iteration 92Q: 3 clusters Score -2.898506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 234647 members 
Entering Unmasked Estep 
Score: -28985060.000000 Penalty: 6139.833984
	Iteration 93Q: 3 clusters Score -2.898506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 234652 members 
Entering Unmasked Estep 
Score: -28985062.000000 Penalty: 6139.833984
	Iteration 94Q: 3 clusters Score -2.898506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 234659 members 
Entering Unmasked Estep 
Score: -28985084.000000 Penalty: 6139.833984
	Iteration 95Q: 3 clusters Score -2.898508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 234669 members 
Entering Unmasked Estep 
Score: -28985082.000000 Penalty: 6139.833984
	Iteration 96Q: 3 clusters Score -2.898508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 234674 members 
Entering Unmasked Estep 
Score: -28985062.000000 Penalty: 6139.833984
	Iteration 97Q: 3 clusters Score -2.898506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 234679 members 
Entering Unmasked Estep 
Score: -28985092.000000 Penalty: 6139.833984
	Iteration 98Q: 3 clusters Score -2.898509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 234682 members 
Entering Unmasked Estep 
Score: -28985086.000000 Penalty: 6139.833984
	Iteration 99Q: 3 clusters Score -2.898509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 234683 members 
Entering Unmasked Estep 
Score: -28985078.000000 Penalty: 6139.833984
	Iteration 100F: 3 clusters Score -2.898508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 234688 members 
Entering Unmasked Estep 
Score: -28985076.000000 Penalty: 6139.833984
	Iteration 101Q: 3 clusters Score -2.898508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 234692 members 
Entering Unmasked Estep 
Score: -28985062.000000 Penalty: 6139.833984
	Iteration 102Q: 3 clusters Score -2.898506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 234699 members 
Entering Unmasked Estep 
Score: -28985064.000000 Penalty: 6139.833984
	Iteration 103Q: 3 clusters Score -2.898506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 234707 members 
Entering Unmasked Estep 
Score: -28985066.000000 Penalty: 6139.833984
	Iteration 104Q: 3 clusters Score -2.898507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 234710 members 
Entering Unmasked Estep 
Score: -28985076.000000 Penalty: 6139.833984
	Iteration 105Q: 3 clusters Score -2.898508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 234712 members 
Entering Unmasked Estep 
Score: -28985094.000000 Penalty: 6139.833984
	Iteration 106Q: 3 clusters Score -2.898509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 234713 members 
Entering Unmasked Estep 
Score: -28985090.000000 Penalty: 6139.833984
	Iteration 107Q: 3 clusters Score -2.898509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 234714 members 
Entering Unmasked Estep 
Score: -28985104.000000 Penalty: 6139.833984
	Iteration 108Q: 3 clusters Score -2.89851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 234714 members 
Entering Unmasked Estep 
Score: -28985104.000000 Penalty: 6139.833984
	Iteration 109F: 3 clusters Score -2.89851e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Entering Unmasked Estep 
Score: -731093.750000 Penalty: 2158.757568
	Iteration 0F: 2 clusters Score -731093.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -725960.687500 Penalty: 4317.515137
	Iteration 0F: 3 clusters Score -725960.7 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -727323.500000 Penalty: 4317.515137
	Iteration 1F: 3 clusters Score -727323.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -727595.250000 Penalty: 4317.515137
	Iteration 2F: 3 clusters Score -727595.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -727789.812500 Penalty: 4317.515137
	Iteration 3F: 3 clusters Score -727789.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -727939.375000 Penalty: 4317.515137
	Iteration 4Q: 3 clusters Score -727939.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -728065.187500 Penalty: 4317.515137
	Iteration 5Q: 3 clusters Score -728065.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -728147.937500 Penalty: 4317.515137
	Iteration 6Q: 3 clusters Score -728147.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -728214.000000 Penalty: 4317.515137
	Iteration 7Q: 3 clusters Score -728214 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -728262.250000 Penalty: 4317.515137
	Iteration 8Q: 3 clusters Score -728262.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -728314.062500 Penalty: 4317.515137
	Iteration 9Q: 3 clusters Score -728314.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -728359.562500 Penalty: 4317.515137
	Iteration 10Q: 3 clusters Score -728359.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -728397.750000 Penalty: 4317.515137
	Iteration 11Q: 3 clusters Score -728397.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -728438.625000 Penalty: 4317.515137
	Iteration 12Q: 3 clusters Score -728438.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -728486.312500 Penalty: 4317.515137
	Iteration 13Q: 3 clusters Score -728486.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -728526.875000 Penalty: 4317.515137
	Iteration 14Q: 3 clusters Score -728526.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -728571.062500 Penalty: 4317.515137
	Iteration 15Q: 3 clusters Score -728571.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -728617.437500 Penalty: 4317.515137
	Iteration 16Q: 3 clusters Score -728617.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -728662.625000 Penalty: 4317.515137
	Iteration 17Q: 3 clusters Score -728662.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -728687.000000 Penalty: 4317.515137
	Iteration 18Q: 3 clusters Score -728687 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -728708.312500 Penalty: 4317.515137
	Iteration 19Q: 3 clusters Score -728708.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -728726.750000 Penalty: 4317.515137
	Iteration 20F: 3 clusters Score -728726.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -728745.062500 Penalty: 4317.515137
	Iteration 21Q: 3 clusters Score -728745.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -728764.875000 Penalty: 4317.515137
	Iteration 22Q: 3 clusters Score -728764.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -728781.812500 Penalty: 4317.515137
	Iteration 23Q: 3 clusters Score -728781.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -728796.125000 Penalty: 4317.515137
	Iteration 24Q: 3 clusters Score -728796.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -728809.937500 Penalty: 4317.515137
	Iteration 25Q: 3 clusters Score -728809.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -728816.500000 Penalty: 4317.515137
	Iteration 26Q: 3 clusters Score -728816.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -728828.062500 Penalty: 4317.515137
	Iteration 27Q: 3 clusters Score -728828.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -728845.437500 Penalty: 4317.515137
	Iteration 28Q: 3 clusters Score -728845.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -728858.312500 Penalty: 4317.515137
	Iteration 29Q: 3 clusters Score -728858.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -728868.750000 Penalty: 4317.515137
	Iteration 30Q: 3 clusters Score -728868.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -728882.625000 Penalty: 4317.515137
	Iteration 31Q: 3 clusters Score -728882.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -728899.062500 Penalty: 4317.515137
	Iteration 32Q: 3 clusters Score -728899.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -728917.000000 Penalty: 4317.515137
	Iteration 33Q: 3 clusters Score -728917 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -728938.437500 Penalty: 4317.515137
	Iteration 34Q: 3 clusters Score -728938.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -728962.687500 Penalty: 4317.515137
	Iteration 35Q: 3 clusters Score -728962.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -728977.625000 Penalty: 4317.515137
	Iteration 36Q: 3 clusters Score -728977.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -728998.000000 Penalty: 4317.515137
	Iteration 37Q: 3 clusters Score -728998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -729018.437500 Penalty: 4317.515137
	Iteration 38Q: 3 clusters Score -729018.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -729048.125000 Penalty: 4317.515137
	Iteration 39Q: 3 clusters Score -729048.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -729073.812500 Penalty: 4317.515137
	Iteration 40F: 3 clusters Score -729073.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -729097.437500 Penalty: 4317.515137
	Iteration 41Q: 3 clusters Score -729097.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -729117.250000 Penalty: 4317.515137
	Iteration 42Q: 3 clusters Score -729117.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -729134.375000 Penalty: 4317.515137
	Iteration 43Q: 3 clusters Score -729134.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -729148.625000 Penalty: 4317.515137
	Iteration 44Q: 3 clusters Score -729148.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -729156.250000 Penalty: 4317.515137
	Iteration 45Q: 3 clusters Score -729156.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -729163.687500 Penalty: 4317.515137
	Iteration 46Q: 3 clusters Score -729163.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -729172.812500 Penalty: 4317.515137
	Iteration 47Q: 3 clusters Score -729172.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -729178.125000 Penalty: 4317.515137
	Iteration 48Q: 3 clusters Score -729178.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -729185.375000 Penalty: 4317.515137
	Iteration 49Q: 3 clusters Score -729185.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -729187.312500 Penalty: 4317.515137
	Iteration 50Q: 3 clusters Score -729187.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -729191.375000 Penalty: 4317.515137
	Iteration 51Q: 3 clusters Score -729191.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -729193.875000 Penalty: 4317.515137
	Iteration 52Q: 3 clusters Score -729193.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -729195.375000 Penalty: 4317.515137
	Iteration 53Q: 3 clusters Score -729195.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -729199.125000 Penalty: 4317.515137
	Iteration 54Q: 3 clusters Score -729199.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -729201.875000 Penalty: 4317.515137
	Iteration 55Q: 3 clusters Score -729201.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -729202.312500 Penalty: 4317.515137
	Iteration 56Q: 3 clusters Score -729202.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -729201.500000 Penalty: 4317.515137
	Iteration 57Q: 3 clusters Score -729201.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -729201.500000 Penalty: 4317.515137
	Iteration 58Q: 3 clusters Score -729201.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -729201.500000 Penalty: 4317.515137
	Iteration 59F: 3 clusters Score -729201.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Entering Unmasked Estep 
Score: -5056334.500000 Penalty: 2653.186768
	Iteration 0F: 2 clusters Score -5056334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -5026183.000000 Penalty: 5306.373535
	Iteration 0F: 3 clusters Score -5026183 nChanged 20439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -5037580.500000 Penalty: 5306.373535
	Iteration 1F: 3 clusters Score -5037580 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -5038454.500000 Penalty: 5306.373535
	Iteration 2Q: 3 clusters Score -5038454 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -5039589.500000 Penalty: 5306.373535
	Iteration 3F: 3 clusters Score -5039590 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -5040939.000000 Penalty: 5306.373535
	Iteration 4F: 3 clusters Score -5040939 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -5042633.000000 Penalty: 5306.373535
	Iteration 5F: 3 clusters Score -5042633 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -5044458.500000 Penalty: 5306.373535
	Iteration 6F: 3 clusters Score -5044458 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -5046281.500000 Penalty: 5306.373535
	Iteration 7F: 3 clusters Score -5046282 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -5047901.500000 Penalty: 5306.373535
	Iteration 8F: 3 clusters Score -5047902 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -5049347.000000 Penalty: 5306.373535
	Iteration 9Q: 3 clusters Score -5049347 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -5050522.000000 Penalty: 5306.373535
	Iteration 10Q: 3 clusters Score -5050522 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -5051389.500000 Penalty: 5306.373535
	Iteration 11Q: 3 clusters Score -5051390 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -5052279.500000 Penalty: 5306.373535
	Iteration 12Q: 3 clusters Score -5052280 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -5052948.000000 Penalty: 5306.373535
	Iteration 13Q: 3 clusters Score -5052948 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -5053398.500000 Penalty: 5306.373535
	Iteration 14Q: 3 clusters Score -5053398 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -5053719.000000 Penalty: 5306.373535
	Iteration 15Q: 3 clusters Score -5053719 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -5053924.000000 Penalty: 5306.373535
	Iteration 16Q: 3 clusters Score -5053924 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -5054090.500000 Penalty: 5306.373535
	Iteration 17Q: 3 clusters Score -5054090 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -5054194.000000 Penalty: 5306.373535
	Iteration 18Q: 3 clusters Score -5054194 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -5054283.500000 Penalty: 5306.373535
	Iteration 19Q: 3 clusters Score -5054284 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5054348.000000 Penalty: 5306.373535
	Iteration 20F: 3 clusters Score -5054348 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5054406.000000 Penalty: 5306.373535
	Iteration 21Q: 3 clusters Score -5054406 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5054442.500000 Penalty: 5306.373535
	Iteration 22Q: 3 clusters Score -5054442 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -5054451.000000 Penalty: 5306.373535
	Iteration 23Q: 3 clusters Score -5054451 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5054473.500000 Penalty: 5306.373535
	Iteration 24Q: 3 clusters Score -5054474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5054472.000000 Penalty: 5306.373535
	Iteration 25Q: 3 clusters Score -5054472 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5054478.500000 Penalty: 5306.373535
	Iteration 26Q: 3 clusters Score -5054478 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5054487.500000 Penalty: 5306.373535
	Iteration 27Q: 3 clusters Score -5054488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -5054493.500000 Penalty: 5306.373535
	Iteration 28Q: 3 clusters Score -5054494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5054502.000000 Penalty: 5306.373535
	Iteration 29Q: 3 clusters Score -5054502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5054522.000000 Penalty: 5306.373535
	Iteration 30Q: 3 clusters Score -5054522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5054518.500000 Penalty: 5306.373535
	Iteration 31Q: 3 clusters Score -5054518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5054531.000000 Penalty: 5306.373535
	Iteration 32Q: 3 clusters Score -5054531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5054526.000000 Penalty: 5306.373535
	Iteration 33Q: 3 clusters Score -5054526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5054533.500000 Penalty: 5306.373535
	Iteration 34Q: 3 clusters Score -5054534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5054542.500000 Penalty: 5306.373535
	Iteration 35Q: 3 clusters Score -5054542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5054542.500000 Penalty: 5306.373535
	Iteration 36Q: 3 clusters Score -5054542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5054547.000000 Penalty: 5306.373535
	Iteration 37Q: 3 clusters Score -5054547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5054543.000000 Penalty: 5306.373535
	Iteration 38Q: 3 clusters Score -5054543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5054550.500000 Penalty: 5306.373535
	Iteration 39Q: 3 clusters Score -5054550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5054555.000000 Penalty: 5306.373535
	Iteration 40F: 3 clusters Score -5054555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5054558.500000 Penalty: 5306.373535
	Iteration 41Q: 3 clusters Score -5054558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5054563.500000 Penalty: 5306.373535
	Iteration 42Q: 3 clusters Score -5054564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5054562.000000 Penalty: 5306.373535
	Iteration 43Q: 3 clusters Score -5054562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5054565.500000 Penalty: 5306.373535
	Iteration 44Q: 3 clusters Score -5054566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5054566.000000 Penalty: 5306.373535
	Iteration 45Q: 3 clusters Score -5054566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5054568.000000 Penalty: 5306.373535
	Iteration 46Q: 3 clusters Score -5054568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5054564.500000 Penalty: 5306.373535
	Iteration 47Q: 3 clusters Score -5054564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5054560.000000 Penalty: 5306.373535
	Iteration 48Q: 3 clusters Score -5054560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5054563.500000 Penalty: 5306.373535
	Iteration 49Q: 3 clusters Score -5054564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5054570.500000 Penalty: 5306.373535
	Iteration 50Q: 3 clusters Score -5054570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5054574.500000 Penalty: 5306.373535
	Iteration 51Q: 3 clusters Score -5054574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5054575.000000 Penalty: 5306.373535
	Iteration 52Q: 3 clusters Score -5054575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5054572.500000 Penalty: 5306.373535
	Iteration 53Q: 3 clusters Score -5054572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5054578.500000 Penalty: 5306.373535
	Iteration 54Q: 3 clusters Score -5054578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5054582.500000 Penalty: 5306.373535
	Iteration 55Q: 3 clusters Score -5054582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5054581.500000 Penalty: 5306.373535
	Iteration 56Q: 3 clusters Score -5054582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5054586.500000 Penalty: 5306.373535
	Iteration 57Q: 3 clusters Score -5054586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5054584.500000 Penalty: 5306.373535
	Iteration 58Q: 3 clusters Score -5054584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5054580.000000 Penalty: 5306.373535
	Iteration 59Q: 3 clusters Score -5054580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5054590.000000 Penalty: 5306.373535
	Iteration 60F: 3 clusters Score -5054590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5054584.500000 Penalty: 5306.373535
	Iteration 61Q: 3 clusters Score -5054584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5054585.500000 Penalty: 5306.373535
	Iteration 62Q: 3 clusters Score -5054586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5054584.000000 Penalty: 5306.373535
	Iteration 63Q: 3 clusters Score -5054584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5054584.000000 Penalty: 5306.373535
	Iteration 64F: 3 clusters Score -5054584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (163504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163504 members 
Entering Unmasked Estep 
Score: -19967596.000000 Penalty: 2977.139160
	Iteration 0F: 2 clusters Score -1.99676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82160 members 
Mstep: Class 2 contains 81344 members 
Entering Unmasked Estep 
Score: -19858346.000000 Penalty: 5954.278320
	Iteration 0F: 3 clusters Score -1.985835e+07 nChanged 78078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -19904086.000000 Penalty: 5954.278320
	Iteration 1F: 3 clusters Score -1.990409e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91816 members 
Mstep: Class 2 contains 71688 members 
Entering Unmasked Estep 
Score: -19906318.000000 Penalty: 5954.278320
	Iteration 2Q: 3 clusters Score -1.990632e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97918 members 
Mstep: Class 2 contains 65586 members 
Entering Unmasked Estep 
Score: -19909610.000000 Penalty: 5954.278320
	Iteration 3Q: 3 clusters Score -1.990961e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106853 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -19915462.000000 Penalty: 5954.278320
	Iteration 4F: 3 clusters Score -1.991546e+07 nChanged 12612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118747 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -19924694.000000 Penalty: 5954.278320
	Iteration 5F: 3 clusters Score -1.992469e+07 nChanged 13912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132249 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -19936592.000000 Penalty: 5954.278320
	Iteration 6F: 3 clusters Score -1.993659e+07 nChanged 12495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144642 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -19947836.000000 Penalty: 5954.278320
	Iteration 7F: 3 clusters Score -1.994784e+07 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153600 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -19956388.000000 Penalty: 5954.278320
	Iteration 8F: 3 clusters Score -1.995639e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158965 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -19961286.000000 Penalty: 5954.278320
	Iteration 9Q: 3 clusters Score -1.996129e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161446 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -19963528.000000 Penalty: 5954.278320
	Iteration 10Q: 3 clusters Score -1.996353e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162445 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -19964352.000000 Penalty: 5954.278320
	Iteration 11Q: 3 clusters Score -1.996435e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162795 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -19964742.000000 Penalty: 5954.278320
	Iteration 12Q: 3 clusters Score -1.996474e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162927 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -19964858.000000 Penalty: 5954.278320
	Iteration 13Q: 3 clusters Score -1.996486e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162985 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -19964974.000000 Penalty: 5954.278320
	Iteration 14Q: 3 clusters Score -1.996497e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163015 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -19965028.000000 Penalty: 5954.278320
	Iteration 15Q: 3 clusters Score -1.996503e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163026 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -19965024.000000 Penalty: 5954.278320
	Iteration 16Q: 3 clusters Score -1.996502e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163033 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -19965064.000000 Penalty: 5954.278320
	Iteration 17Q: 3 clusters Score -1.996506e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163042 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -19965072.000000 Penalty: 5954.278320
	Iteration 18Q: 3 clusters Score -1.996507e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163042 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -19965078.000000 Penalty: 5954.278320
	Iteration 19Q: 3 clusters Score -1.996508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163043 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -19965086.000000 Penalty: 5954.278320
	Iteration 20F: 3 clusters Score -1.996509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163046 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -19965094.000000 Penalty: 5954.278320
	Iteration 21Q: 3 clusters Score -1.996509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163048 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -19965096.000000 Penalty: 5954.278320
	Iteration 22Q: 3 clusters Score -1.99651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163048 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -19965096.000000 Penalty: 5954.278320
	Iteration 23F: 3 clusters Score -1.99651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Entering Unmasked Estep 
Score: -1014720.437500 Penalty: 2252.292725
	Iteration 0F: 2 clusters Score -1014720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1007785.375000 Penalty: 4504.585449
	Iteration 0F: 3 clusters Score -1007785 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1009731.937500 Penalty: 4504.585449
	Iteration 1F: 3 clusters Score -1009732 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1010054.500000 Penalty: 4504.585449
	Iteration 2F: 3 clusters Score -1010054 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1010296.875000 Penalty: 4504.585449
	Iteration 3F: 3 clusters Score -1010297 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1010519.375000 Penalty: 4504.585449
	Iteration 4Q: 3 clusters Score -1010519 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1010757.625000 Penalty: 4504.585449
	Iteration 5Q: 3 clusters Score -1010758 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1011015.000000 Penalty: 4504.585449
	Iteration 6Q: 3 clusters Score -1011015 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1011274.312500 Penalty: 4504.585449
	Iteration 7Q: 3 clusters Score -1011274 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1011537.437500 Penalty: 4504.585449
	Iteration 8Q: 3 clusters Score -1011537 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1011806.250000 Penalty: 4504.585449
	Iteration 9Q: 3 clusters Score -1011806 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1012040.812500 Penalty: 4504.585449
	Iteration 10Q: 3 clusters Score -1012041 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1012232.187500 Penalty: 4504.585449
	Iteration 11Q: 3 clusters Score -1012232 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1012371.125000 Penalty: 4504.585449
	Iteration 12Q: 3 clusters Score -1012371 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1012472.187500 Penalty: 4504.585449
	Iteration 13Q: 3 clusters Score -1012472 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1012559.375000 Penalty: 4504.585449
	Iteration 14Q: 3 clusters Score -1012559 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1012629.187500 Penalty: 4504.585449
	Iteration 15Q: 3 clusters Score -1012629 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1012679.125000 Penalty: 4504.585449
	Iteration 16Q: 3 clusters Score -1012679 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1012712.500000 Penalty: 4504.585449
	Iteration 17Q: 3 clusters Score -1012712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1012730.437500 Penalty: 4504.585449
	Iteration 18Q: 3 clusters Score -1012730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1012748.125000 Penalty: 4504.585449
	Iteration 19Q: 3 clusters Score -1012748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1012766.187500 Penalty: 4504.585449
	Iteration 20F: 3 clusters Score -1012766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1012788.812500 Penalty: 4504.585449
	Iteration 21Q: 3 clusters Score -1012789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1012797.875000 Penalty: 4504.585449
	Iteration 22Q: 3 clusters Score -1012798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1012812.312500 Penalty: 4504.585449
	Iteration 23Q: 3 clusters Score -1012812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1012827.500000 Penalty: 4504.585449
	Iteration 24Q: 3 clusters Score -1012828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1012835.000000 Penalty: 4504.585449
	Iteration 25Q: 3 clusters Score -1012835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1012838.562500 Penalty: 4504.585449
	Iteration 26Q: 3 clusters Score -1012839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1012839.750000 Penalty: 4504.585449
	Iteration 27Q: 3 clusters Score -1012840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1012839.750000 Penalty: 4504.585449
	Iteration 28F: 3 clusters Score -1012840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64940 members 
Entering Unmasked Estep 
Score: -7974004.000000 Penalty: 2748.142334
	Iteration 0F: 2 clusters Score -7974004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -7930471.000000 Penalty: 5496.284668
	Iteration 0F: 3 clusters Score -7930471 nChanged 30393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -7947363.000000 Penalty: 5496.284668
	Iteration 1F: 3 clusters Score -7947363 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -7947939.000000 Penalty: 5496.284668
	Iteration 2Q: 3 clusters Score -7947939 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -7948482.000000 Penalty: 5496.284668
	Iteration 3Q: 3 clusters Score -7948482 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -7949076.500000 Penalty: 5496.284668
	Iteration 4Q: 3 clusters Score -7949076 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -7949771.500000 Penalty: 5496.284668
	Iteration 5Q: 3 clusters Score -7949772 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -7950789.500000 Penalty: 5496.284668
	Iteration 6Q: 3 clusters Score -7950790 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -7952391.500000 Penalty: 5496.284668
	Iteration 7Q: 3 clusters Score -7952392 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -7954751.500000 Penalty: 5496.284668
	Iteration 8F: 3 clusters Score -7954752 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -7958018.000000 Penalty: 5496.284668
	Iteration 9F: 3 clusters Score -7958018 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -7961669.000000 Penalty: 5496.284668
	Iteration 10F: 3 clusters Score -7961669 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56567 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -7964902.500000 Penalty: 5496.284668
	Iteration 11F: 3 clusters Score -7964902 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -7967277.000000 Penalty: 5496.284668
	Iteration 12Q: 3 clusters Score -7967277 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61662 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -7969059.500000 Penalty: 5496.284668
	Iteration 13Q: 3 clusters Score -7969060 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62957 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -7970151.000000 Penalty: 5496.284668
	Iteration 14Q: 3 clusters Score -7970151 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63704 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -7970825.000000 Penalty: 5496.284668
	Iteration 15Q: 3 clusters Score -7970825 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64075 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7971121.500000 Penalty: 5496.284668
	Iteration 16Q: 3 clusters Score -7971122 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64251 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7971270.500000 Penalty: 5496.284668
	Iteration 17Q: 3 clusters Score -7971270 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64355 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7971329.000000 Penalty: 5496.284668
	Iteration 18Q: 3 clusters Score -7971329 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64414 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7971386.500000 Penalty: 5496.284668
	Iteration 19Q: 3 clusters Score -7971386 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64449 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7971423.500000 Penalty: 5496.284668
	Iteration 20F: 3 clusters Score -7971424 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64483 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7971464.500000 Penalty: 5496.284668
	Iteration 21Q: 3 clusters Score -7971464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64508 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7971489.500000 Penalty: 5496.284668
	Iteration 22Q: 3 clusters Score -7971490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64516 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7971492.500000 Penalty: 5496.284668
	Iteration 23Q: 3 clusters Score -7971492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64520 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7971498.000000 Penalty: 5496.284668
	Iteration 24Q: 3 clusters Score -7971498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7971499.000000 Penalty: 5496.284668
	Iteration 25Q: 3 clusters Score -7971499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7971502.500000 Penalty: 5496.284668
	Iteration 26Q: 3 clusters Score -7971502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7971505.000000 Penalty: 5496.284668
	Iteration 27Q: 3 clusters Score -7971505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7971504.000000 Penalty: 5496.284668
	Iteration 28Q: 3 clusters Score -7971504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64529 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -7971502.000000 Penalty: 5496.284668
	Iteration 29Q: 3 clusters Score -7971502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7971505.500000 Penalty: 5496.284668
	Iteration 30Q: 3 clusters Score -7971506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64532 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7971507.000000 Penalty: 5496.284668
	Iteration 31Q: 3 clusters Score -7971507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64534 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -7971507.000000 Penalty: 5496.284668
	Iteration 32Q: 3 clusters Score -7971507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64537 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7971508.500000 Penalty: 5496.284668
	Iteration 33Q: 3 clusters Score -7971508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64542 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7971515.000000 Penalty: 5496.284668
	Iteration 34Q: 3 clusters Score -7971515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64545 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7971518.500000 Penalty: 5496.284668
	Iteration 35Q: 3 clusters Score -7971518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64545 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7971518.500000 Penalty: 5496.284668
	Iteration 36F: 3 clusters Score -7971518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -178003.781250 Penalty: 1832.765015
	Iteration 0F: 2 clusters Score -178003.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -175650.218750 Penalty: 3665.530029
	Iteration 0F: 3 clusters Score -175650.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -176105.203125 Penalty: 3665.530029
	Iteration 1F: 3 clusters Score -176105.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -176334.218750 Penalty: 3665.530029
	Iteration 2F: 3 clusters Score -176334.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -176515.703125 Penalty: 3665.530029
	Iteration 3F: 3 clusters Score -176515.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -176758.203125 Penalty: 3665.530029
	Iteration 4F: 3 clusters Score -176758.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -177113.781250 Penalty: 3665.530029
	Iteration 5F: 3 clusters Score -177113.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -177582.765625 Penalty: 3665.530029
	Iteration 6F: 3 clusters Score -177582.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -178610.453125 Penalty: 3665.530029
	Iteration 7F: 3 clusters Score -178610.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -180101.578125 Penalty: 3665.530029
	Iteration 8F: 3 clusters Score -180101.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -180881.828125 Penalty: 3665.530029
	Iteration 9Q: 3 clusters Score -180881.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -180969.546875 Penalty: 3665.530029
	Iteration 10Q: 3 clusters Score -180969.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -180969.546875 Penalty: 3665.530029
	Iteration 11F: 3 clusters Score -180969.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10819 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20445 members 
Mstep: Class 7 contains 237684 members 
Mstep: Class 8 contains 6031 members 
Mstep: Class 9 contains 44282 members 
Mstep: Class 10 contains 163504 members 
Mstep: Class 11 contains 8794 members 
Mstep: Class 12 contains 64940 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159318 members 
Mstep: Class 15 contains 57441 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2769 members 
Mstep: Class 18 contains 9072 members 
Mstep: Class 19 contains 41925 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160845 members 
Mstep: Class 22 contains 98561 members 
Mstep: Class 23 contains 30644 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122933 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 895 members 
Entering Unmasked Estep 
Score: -158459744.000000 Penalty: 97929.023438
Splitting cluster 13 changes total score from -158458320.000000 to -158459744.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (159318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159318 members 
Entering Unmasked Estep 
Score: -19602856.000000 Penalty: 2970.707031
	Iteration 0F: 2 clusters Score -1.960286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79611 members 
Mstep: Class 2 contains 79707 members 
Entering Unmasked Estep 
Score: -19496528.000000 Penalty: 5941.414062
	Iteration 0F: 3 clusters Score -1.949653e+07 nChanged 76260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79913 members 
Mstep: Class 2 contains 79405 members 
Entering Unmasked Estep 
Score: -19540410.000000 Penalty: 5941.414062
	Iteration 1F: 3 clusters Score -1.954041e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80174 members 
Mstep: Class 2 contains 79144 members 
Entering Unmasked Estep 
Score: -19541394.000000 Penalty: 5941.414062
	Iteration 2Q: 3 clusters Score -1.954139e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80409 members 
Mstep: Class 2 contains 78909 members 
Entering Unmasked Estep 
Score: -19542342.000000 Penalty: 5941.414062
	Iteration 3Q: 3 clusters Score -1.954234e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80733 members 
Mstep: Class 2 contains 78585 members 
Entering Unmasked Estep 
Score: -19543532.000000 Penalty: 5941.414062
	Iteration 4Q: 3 clusters Score -1.954353e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81325 members 
Mstep: Class 2 contains 77993 members 
Entering Unmasked Estep 
Score: -19544910.000000 Penalty: 5941.414062
	Iteration 5Q: 3 clusters Score -1.954491e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82184 members 
Mstep: Class 2 contains 77134 members 
Entering Unmasked Estep 
Score: -19546686.000000 Penalty: 5941.414062
	Iteration 6Q: 3 clusters Score -1.954669e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83458 members 
Mstep: Class 2 contains 75860 members 
Entering Unmasked Estep 
Score: -19548736.000000 Penalty: 5941.414062
	Iteration 7Q: 3 clusters Score -1.954874e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85150 members 
Mstep: Class 2 contains 74168 members 
Entering Unmasked Estep 
Score: -19551534.000000 Penalty: 5941.414062
	Iteration 8Q: 3 clusters Score -1.955153e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87218 members 
Mstep: Class 2 contains 72100 members 
Entering Unmasked Estep 
Score: -19555560.000000 Penalty: 5941.414062
	Iteration 9F: 3 clusters Score -1.955556e+07 nChanged 8776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89646 members 
Mstep: Class 2 contains 69672 members 
Entering Unmasked Estep 
Score: -19560188.000000 Penalty: 5941.414062
	Iteration 10F: 3 clusters Score -1.956019e+07 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92184 members 
Mstep: Class 2 contains 67134 members 
Entering Unmasked Estep 
Score: -19565054.000000 Penalty: 5941.414062
	Iteration 11F: 3 clusters Score -1.956505e+07 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94553 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
Score: -19569836.000000 Penalty: 5941.414062
	Iteration 12F: 3 clusters Score -1.956984e+07 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96788 members 
Mstep: Class 2 contains 62530 members 
Entering Unmasked Estep 
Score: -19574804.000000 Penalty: 5941.414062
	Iteration 13Q: 3 clusters Score -1.95748e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98882 members 
Mstep: Class 2 contains 60436 members 
Entering Unmasked Estep 
Score: -19579532.000000 Penalty: 5941.414062
	Iteration 14Q: 3 clusters Score -1.957953e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100924 members 
Mstep: Class 2 contains 58394 members 
Entering Unmasked Estep 
Score: -19583042.000000 Penalty: 5941.414062
	Iteration 15Q: 3 clusters Score -1.958304e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102740 members 
Mstep: Class 2 contains 56578 members 
Entering Unmasked Estep 
Score: -19584978.000000 Penalty: 5941.414062
	Iteration 16Q: 3 clusters Score -1.958498e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104601 members 
Mstep: Class 2 contains 54717 members 
Entering Unmasked Estep 
Score: -19586154.000000 Penalty: 5941.414062
	Iteration 17Q: 3 clusters Score -1.958615e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106496 members 
Mstep: Class 2 contains 52822 members 
Entering Unmasked Estep 
Score: -19586974.000000 Penalty: 5941.414062
	Iteration 18Q: 3 clusters Score -1.958697e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108473 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -19587952.000000 Penalty: 5941.414062
	Iteration 19Q: 3 clusters Score -1.958795e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110377 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -19588768.000000 Penalty: 5941.414062
	Iteration 20F: 3 clusters Score -1.958877e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112297 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -19589820.000000 Penalty: 5941.414062
	Iteration 21Q: 3 clusters Score -1.958982e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114150 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -19590770.000000 Penalty: 5941.414062
	Iteration 22Q: 3 clusters Score -1.959077e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115881 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -19591682.000000 Penalty: 5941.414062
	Iteration 23Q: 3 clusters Score -1.959168e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117540 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -19592316.000000 Penalty: 5941.414062
	Iteration 24Q: 3 clusters Score -1.959232e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119112 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -19592870.000000 Penalty: 5941.414062
	Iteration 25Q: 3 clusters Score -1.959287e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120552 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -19593372.000000 Penalty: 5941.414062
	Iteration 26Q: 3 clusters Score -1.959337e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121933 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -19593824.000000 Penalty: 5941.414062
	Iteration 27Q: 3 clusters Score -1.959382e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123252 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -19594196.000000 Penalty: 5941.414062
	Iteration 28Q: 3 clusters Score -1.95942e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124558 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -19594434.000000 Penalty: 5941.414062
	Iteration 29Q: 3 clusters Score -1.959443e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125810 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -19594800.000000 Penalty: 5941.414062
	Iteration 30Q: 3 clusters Score -1.95948e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127033 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -19595056.000000 Penalty: 5941.414062
	Iteration 31Q: 3 clusters Score -1.959506e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128218 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -19595342.000000 Penalty: 5941.414062
	Iteration 32Q: 3 clusters Score -1.959534e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129401 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -19595544.000000 Penalty: 5941.414062
	Iteration 33Q: 3 clusters Score -1.959554e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130607 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -19595740.000000 Penalty: 5941.414062
	Iteration 34Q: 3 clusters Score -1.959574e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131794 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -19596072.000000 Penalty: 5941.414062
	Iteration 35Q: 3 clusters Score -1.959607e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132947 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -19596346.000000 Penalty: 5941.414062
	Iteration 36Q: 3 clusters Score -1.959635e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134072 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -19596522.000000 Penalty: 5941.414062
	Iteration 37Q: 3 clusters Score -1.959652e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135182 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -19596704.000000 Penalty: 5941.414062
	Iteration 38Q: 3 clusters Score -1.95967e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136258 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -19596942.000000 Penalty: 5941.414062
	Iteration 39Q: 3 clusters Score -1.959694e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137311 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -19597192.000000 Penalty: 5941.414062
	Iteration 40F: 3 clusters Score -1.959719e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138396 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -19597374.000000 Penalty: 5941.414062
	Iteration 41Q: 3 clusters Score -1.959737e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139478 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -19597638.000000 Penalty: 5941.414062
	Iteration 42Q: 3 clusters Score -1.959764e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140524 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -19597896.000000 Penalty: 5941.414062
	Iteration 43Q: 3 clusters Score -1.95979e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141514 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -19598180.000000 Penalty: 5941.414062
	Iteration 44Q: 3 clusters Score -1.959818e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142461 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -19598412.000000 Penalty: 5941.414062
	Iteration 45Q: 3 clusters Score -1.959841e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143367 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -19598728.000000 Penalty: 5941.414062
	Iteration 46Q: 3 clusters Score -1.959873e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144230 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -19598958.000000 Penalty: 5941.414062
	Iteration 47Q: 3 clusters Score -1.959896e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145100 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -19599276.000000 Penalty: 5941.414062
	Iteration 48Q: 3 clusters Score -1.959928e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145875 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -19599414.000000 Penalty: 5941.414062
	Iteration 49Q: 3 clusters Score -1.959941e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146593 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -19599570.000000 Penalty: 5941.414062
	Iteration 50Q: 3 clusters Score -1.959957e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147280 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -19599712.000000 Penalty: 5941.414062
	Iteration 51Q: 3 clusters Score -1.959971e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147937 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -19599874.000000 Penalty: 5941.414062
	Iteration 52Q: 3 clusters Score -1.959987e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148565 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -19600046.000000 Penalty: 5941.414062
	Iteration 53Q: 3 clusters Score -1.960005e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149125 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -19600294.000000 Penalty: 5941.414062
	Iteration 54Q: 3 clusters Score -1.960029e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149601 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -19600404.000000 Penalty: 5941.414062
	Iteration 55Q: 3 clusters Score -1.96004e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150071 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -19600476.000000 Penalty: 5941.414062
	Iteration 56Q: 3 clusters Score -1.960048e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150490 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -19600586.000000 Penalty: 5941.414062
	Iteration 57Q: 3 clusters Score -1.960059e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150912 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -19600732.000000 Penalty: 5941.414062
	Iteration 58Q: 3 clusters Score -1.960073e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151327 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -19600794.000000 Penalty: 5941.414062
	Iteration 59Q: 3 clusters Score -1.960079e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151701 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -19600868.000000 Penalty: 5941.414062
	Iteration 60F: 3 clusters Score -1.960087e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152049 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -19600928.000000 Penalty: 5941.414062
	Iteration 61Q: 3 clusters Score -1.960093e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152382 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -19601060.000000 Penalty: 5941.414062
	Iteration 62Q: 3 clusters Score -1.960106e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152705 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -19601098.000000 Penalty: 5941.414062
	Iteration 63Q: 3 clusters Score -1.96011e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152987 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -19601180.000000 Penalty: 5941.414062
	Iteration 64Q: 3 clusters Score -1.960118e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153235 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -19601268.000000 Penalty: 5941.414062
	Iteration 65Q: 3 clusters Score -1.960127e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153466 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -19601244.000000 Penalty: 5941.414062
	Iteration 66Q: 3 clusters Score -1.960124e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153654 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -19601288.000000 Penalty: 5941.414062
	Iteration 67Q: 3 clusters Score -1.960129e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153827 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -19601324.000000 Penalty: 5941.414062
	Iteration 68Q: 3 clusters Score -1.960132e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153991 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -19601296.000000 Penalty: 5941.414062
	Iteration 69Q: 3 clusters Score -1.96013e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154162 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -19601336.000000 Penalty: 5941.414062
	Iteration 70Q: 3 clusters Score -1.960134e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154327 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -19601368.000000 Penalty: 5941.414062
	Iteration 71Q: 3 clusters Score -1.960137e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154478 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -19601428.000000 Penalty: 5941.414062
	Iteration 72Q: 3 clusters Score -1.960143e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154623 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -19601450.000000 Penalty: 5941.414062
	Iteration 73Q: 3 clusters Score -1.960145e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154756 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -19601428.000000 Penalty: 5941.414062
	Iteration 74Q: 3 clusters Score -1.960143e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154859 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -19601478.000000 Penalty: 5941.414062
	Iteration 75Q: 3 clusters Score -1.960148e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154962 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -19601502.000000 Penalty: 5941.414062
	Iteration 76Q: 3 clusters Score -1.96015e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155048 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -19601534.000000 Penalty: 5941.414062
	Iteration 77Q: 3 clusters Score -1.960153e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155139 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -19601584.000000 Penalty: 5941.414062
	Iteration 78Q: 3 clusters Score -1.960158e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155201 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -19601574.000000 Penalty: 5941.414062
	Iteration 79Q: 3 clusters Score -1.960157e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155255 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -19601554.000000 Penalty: 5941.414062
	Iteration 80F: 3 clusters Score -1.960155e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155301 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -19601584.000000 Penalty: 5941.414062
	Iteration 81Q: 3 clusters Score -1.960158e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155350 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -19601600.000000 Penalty: 5941.414062
	Iteration 82Q: 3 clusters Score -1.96016e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155394 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -19601594.000000 Penalty: 5941.414062
	Iteration 83Q: 3 clusters Score -1.960159e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155423 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -19601602.000000 Penalty: 5941.414062
	Iteration 84Q: 3 clusters Score -1.96016e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155444 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -19601600.000000 Penalty: 5941.414062
	Iteration 85Q: 3 clusters Score -1.96016e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155461 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -19601586.000000 Penalty: 5941.414062
	Iteration 86Q: 3 clusters Score -1.960159e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155474 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -19601614.000000 Penalty: 5941.414062
	Iteration 87Q: 3 clusters Score -1.960161e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155489 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -19601608.000000 Penalty: 5941.414062
	Iteration 88Q: 3 clusters Score -1.960161e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155505 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -19601628.000000 Penalty: 5941.414062
	Iteration 89Q: 3 clusters Score -1.960163e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155522 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -19601614.000000 Penalty: 5941.414062
	Iteration 90Q: 3 clusters Score -1.960161e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155536 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -19601600.000000 Penalty: 5941.414062
	Iteration 91Q: 3 clusters Score -1.96016e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155550 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -19601586.000000 Penalty: 5941.414062
	Iteration 92Q: 3 clusters Score -1.960159e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155561 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -19601598.000000 Penalty: 5941.414062
	Iteration 93Q: 3 clusters Score -1.96016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155570 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -19601602.000000 Penalty: 5941.414062
	Iteration 94Q: 3 clusters Score -1.96016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155578 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -19601588.000000 Penalty: 5941.414062
	Iteration 95Q: 3 clusters Score -1.960159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155583 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -19601600.000000 Penalty: 5941.414062
	Iteration 96Q: 3 clusters Score -1.96016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155585 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -19601610.000000 Penalty: 5941.414062
	Iteration 97Q: 3 clusters Score -1.960161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155587 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -19601614.000000 Penalty: 5941.414062
	Iteration 98Q: 3 clusters Score -1.960161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155590 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -19601614.000000 Penalty: 5941.414062
	Iteration 99Q: 3 clusters Score -1.960161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155591 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -19601608.000000 Penalty: 5941.414062
	Iteration 100F: 3 clusters Score -1.960161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155592 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -19601608.000000 Penalty: 5941.414062
	Iteration 101Q: 3 clusters Score -1.960161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155593 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -19601608.000000 Penalty: 5941.414062
	Iteration 102Q: 3 clusters Score -1.960161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155596 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -19601616.000000 Penalty: 5941.414062
	Iteration 103Q: 3 clusters Score -1.960162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155597 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -19601612.000000 Penalty: 5941.414062
	Iteration 104Q: 3 clusters Score -1.960161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155600 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -19601608.000000 Penalty: 5941.414062
	Iteration 105Q: 3 clusters Score -1.960161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155600 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -19601618.000000 Penalty: 5941.414062
	Iteration 106Q: 3 clusters Score -1.960162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155601 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -19601622.000000 Penalty: 5941.414062
	Iteration 107Q: 3 clusters Score -1.960162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155601 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -19601622.000000 Penalty: 5941.414062
	Iteration 108F: 3 clusters Score -1.960162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Entering Unmasked Estep 
Score: -6863411.500000 Penalty: 2717.711182
	Iteration 0F: 2 clusters Score -6863412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -6824938.500000 Penalty: 5435.422363
	Iteration 0F: 3 clusters Score -6824938 nChanged 26649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -6839788.000000 Penalty: 5435.422363
	Iteration 1F: 3 clusters Score -6839788 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -6840337.500000 Penalty: 5435.422363
	Iteration 2Q: 3 clusters Score -6840338 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -6840864.500000 Penalty: 5435.422363
	Iteration 3Q: 3 clusters Score -6840864 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -6841549.000000 Penalty: 5435.422363
	Iteration 4Q: 3 clusters Score -6841549 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -6842432.500000 Penalty: 5435.422363
	Iteration 5Q: 3 clusters Score -6842432 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -6843698.500000 Penalty: 5435.422363
	Iteration 6Q: 3 clusters Score -6843698 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -6845525.500000 Penalty: 5435.422363
	Iteration 7F: 3 clusters Score -6845526 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -6848052.500000 Penalty: 5435.422363
	Iteration 8F: 3 clusters Score -6848052 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -6851275.500000 Penalty: 5435.422363
	Iteration 9F: 3 clusters Score -6851276 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -6854782.500000 Penalty: 5435.422363
	Iteration 10F: 3 clusters Score -6854782 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -6857558.500000 Penalty: 5435.422363
	Iteration 11F: 3 clusters Score -6857558 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 55148 members 
Entering Unmasked Estep 
Score: -6859334.500000 Penalty: 5435.422363
	Iteration 12Q: 3 clusters Score -6859334 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -6860200.500000 Penalty: 5435.422363
	Iteration 13Q: 3 clusters Score -6860200 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 56674 members 
Entering Unmasked Estep 
Score: -6860627.500000 Penalty: 5435.422363
	Iteration 14Q: 3 clusters Score -6860628 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 56908 members 
Entering Unmasked Estep 
Score: -6860835.500000 Penalty: 5435.422363
	Iteration 15Q: 3 clusters Score -6860836 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 57013 members 
Entering Unmasked Estep 
Score: -6860937.500000 Penalty: 5435.422363
	Iteration 16Q: 3 clusters Score -6860938 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 57059 members 
Entering Unmasked Estep 
Score: -6860969.500000 Penalty: 5435.422363
	Iteration 17Q: 3 clusters Score -6860970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 57086 members 
Entering Unmasked Estep 
Score: -6860982.000000 Penalty: 5435.422363
	Iteration 18Q: 3 clusters Score -6860982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -6861006.000000 Penalty: 5435.422363
	Iteration 19Q: 3 clusters Score -6861006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 57111 members 
Entering Unmasked Estep 
Score: -6861006.000000 Penalty: 5435.422363
	Iteration 20F: 3 clusters Score -6861006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
Score: -6861030.500000 Penalty: 5435.422363
	Iteration 21Q: 3 clusters Score -6861030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 57125 members 
Entering Unmasked Estep 
Score: -6861036.500000 Penalty: 5435.422363
	Iteration 22Q: 3 clusters Score -6861036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -6861053.000000 Penalty: 5435.422363
	Iteration 23Q: 3 clusters Score -6861053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -6861059.500000 Penalty: 5435.422363
	Iteration 24Q: 3 clusters Score -6861060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -6861054.000000 Penalty: 5435.422363
	Iteration 25Q: 3 clusters Score -6861054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -6861054.000000 Penalty: 5435.422363
	Iteration 26Q: 3 clusters Score -6861054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -6861065.500000 Penalty: 5435.422363
	Iteration 27Q: 3 clusters Score -6861066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 57142 members 
Entering Unmasked Estep 
Score: -6861059.500000 Penalty: 5435.422363
	Iteration 28Q: 3 clusters Score -6861060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 57142 members 
Entering Unmasked Estep 
Score: -6861065.000000 Penalty: 5435.422363
	Iteration 29Q: 3 clusters Score -6861065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 57142 members 
Entering Unmasked Estep 
Score: -6861069.500000 Penalty: 5435.422363
	Iteration 30Q: 3 clusters Score -6861070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 57142 members 
Entering Unmasked Estep 
Score: -6861069.500000 Penalty: 5435.422363
	Iteration 31F: 3 clusters Score -6861070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Entering Unmasked Estep 
Score: -769765.062500 Penalty: 2177.101318
	Iteration 0F: 2 clusters Score -769765.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -764299.437500 Penalty: 4354.202637
	Iteration 0F: 3 clusters Score -764299.4 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -765723.500000 Penalty: 4354.202637
	Iteration 1F: 3 clusters Score -765723.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -765968.437500 Penalty: 4354.202637
	Iteration 2F: 3 clusters Score -765968.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -766114.250000 Penalty: 4354.202637
	Iteration 3Q: 3 clusters Score -766114.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -766218.875000 Penalty: 4354.202637
	Iteration 4Q: 3 clusters Score -766218.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -766293.812500 Penalty: 4354.202637
	Iteration 5Q: 3 clusters Score -766293.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -766362.000000 Penalty: 4354.202637
	Iteration 6Q: 3 clusters Score -766362 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -766423.562500 Penalty: 4354.202637
	Iteration 7Q: 3 clusters Score -766423.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -766486.375000 Penalty: 4354.202637
	Iteration 8Q: 3 clusters Score -766486.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -766531.062500 Penalty: 4354.202637
	Iteration 9Q: 3 clusters Score -766531.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -766586.375000 Penalty: 4354.202637
	Iteration 10Q: 3 clusters Score -766586.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -766650.125000 Penalty: 4354.202637
	Iteration 11Q: 3 clusters Score -766650.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -766700.187500 Penalty: 4354.202637
	Iteration 12Q: 3 clusters Score -766700.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -766756.625000 Penalty: 4354.202637
	Iteration 13Q: 3 clusters Score -766756.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -766814.187500 Penalty: 4354.202637
	Iteration 14Q: 3 clusters Score -766814.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -766874.562500 Penalty: 4354.202637
	Iteration 15Q: 3 clusters Score -766874.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -766928.000000 Penalty: 4354.202637
	Iteration 16Q: 3 clusters Score -766928 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -766978.687500 Penalty: 4354.202637
	Iteration 17Q: 3 clusters Score -766978.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -767025.062500 Penalty: 4354.202637
	Iteration 18Q: 3 clusters Score -767025.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -767074.812500 Penalty: 4354.202637
	Iteration 19Q: 3 clusters Score -767074.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -767121.312500 Penalty: 4354.202637
	Iteration 20F: 3 clusters Score -767121.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -767163.937500 Penalty: 4354.202637
	Iteration 21Q: 3 clusters Score -767163.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -767199.062500 Penalty: 4354.202637
	Iteration 22Q: 3 clusters Score -767199.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -767224.062500 Penalty: 4354.202637
	Iteration 23Q: 3 clusters Score -767224.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -767244.000000 Penalty: 4354.202637
	Iteration 24Q: 3 clusters Score -767244 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -767267.437500 Penalty: 4354.202637
	Iteration 25Q: 3 clusters Score -767267.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -767287.937500 Penalty: 4354.202637
	Iteration 26Q: 3 clusters Score -767287.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -767304.875000 Penalty: 4354.202637
	Iteration 27Q: 3 clusters Score -767304.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -767318.187500 Penalty: 4354.202637
	Iteration 28Q: 3 clusters Score -767318.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -767332.062500 Penalty: 4354.202637
	Iteration 29Q: 3 clusters Score -767332.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -767345.000000 Penalty: 4354.202637
	Iteration 30Q: 3 clusters Score -767345 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -767356.875000 Penalty: 4354.202637
	Iteration 31Q: 3 clusters Score -767356.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -767365.125000 Penalty: 4354.202637
	Iteration 32Q: 3 clusters Score -767365.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -767372.062500 Penalty: 4354.202637
	Iteration 33Q: 3 clusters Score -767372.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -767379.750000 Penalty: 4354.202637
	Iteration 34Q: 3 clusters Score -767379.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -767388.937500 Penalty: 4354.202637
	Iteration 35Q: 3 clusters Score -767388.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -767393.312500 Penalty: 4354.202637
	Iteration 36Q: 3 clusters Score -767393.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -767394.687500 Penalty: 4354.202637
	Iteration 37Q: 3 clusters Score -767394.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -767400.125000 Penalty: 4354.202637
	Iteration 38Q: 3 clusters Score -767400.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -767405.375000 Penalty: 4354.202637
	Iteration 39Q: 3 clusters Score -767405.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -767409.937500 Penalty: 4354.202637
	Iteration 40F: 3 clusters Score -767409.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -767413.750000 Penalty: 4354.202637
	Iteration 41Q: 3 clusters Score -767413.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -767420.187500 Penalty: 4354.202637
	Iteration 42Q: 3 clusters Score -767420.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -767427.562500 Penalty: 4354.202637
	Iteration 43Q: 3 clusters Score -767427.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -767435.375000 Penalty: 4354.202637
	Iteration 44Q: 3 clusters Score -767435.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -767441.062500 Penalty: 4354.202637
	Iteration 45Q: 3 clusters Score -767441.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -767444.875000 Penalty: 4354.202637
	Iteration 46Q: 3 clusters Score -767444.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -767450.750000 Penalty: 4354.202637
	Iteration 47Q: 3 clusters Score -767450.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -767455.875000 Penalty: 4354.202637
	Iteration 48Q: 3 clusters Score -767455.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -767460.937500 Penalty: 4354.202637
	Iteration 49Q: 3 clusters Score -767460.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -767467.937500 Penalty: 4354.202637
	Iteration 50Q: 3 clusters Score -767467.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -767472.125000 Penalty: 4354.202637
	Iteration 51Q: 3 clusters Score -767472.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -767478.187500 Penalty: 4354.202637
	Iteration 52Q: 3 clusters Score -767478.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -767486.750000 Penalty: 4354.202637
	Iteration 53Q: 3 clusters Score -767486.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -767494.125000 Penalty: 4354.202637
	Iteration 54Q: 3 clusters Score -767494.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -767503.375000 Penalty: 4354.202637
	Iteration 55Q: 3 clusters Score -767503.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -767510.187500 Penalty: 4354.202637
	Iteration 56Q: 3 clusters Score -767510.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -767513.687500 Penalty: 4354.202637
	Iteration 57Q: 3 clusters Score -767513.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -767519.250000 Penalty: 4354.202637
	Iteration 58Q: 3 clusters Score -767519.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -767522.562500 Penalty: 4354.202637
	Iteration 59Q: 3 clusters Score -767522.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -767526.000000 Penalty: 4354.202637
	Iteration 60F: 3 clusters Score -767526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -767531.687500 Penalty: 4354.202637
	Iteration 61Q: 3 clusters Score -767531.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -767534.250000 Penalty: 4354.202637
	Iteration 62Q: 3 clusters Score -767534.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -767536.062500 Penalty: 4354.202637
	Iteration 63Q: 3 clusters Score -767536.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -767539.687500 Penalty: 4354.202637
	Iteration 64Q: 3 clusters Score -767539.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -767541.062500 Penalty: 4354.202637
	Iteration 65Q: 3 clusters Score -767541.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -767543.812500 Penalty: 4354.202637
	Iteration 66Q: 3 clusters Score -767543.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -767549.187500 Penalty: 4354.202637
	Iteration 67Q: 3 clusters Score -767549.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -767551.625000 Penalty: 4354.202637
	Iteration 68Q: 3 clusters Score -767551.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -767554.312500 Penalty: 4354.202637
	Iteration 69Q: 3 clusters Score -767554.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -767557.125000 Penalty: 4354.202637
	Iteration 70Q: 3 clusters Score -767557.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -767558.875000 Penalty: 4354.202637
	Iteration 71Q: 3 clusters Score -767558.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -767560.812500 Penalty: 4354.202637
	Iteration 72Q: 3 clusters Score -767560.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -767562.500000 Penalty: 4354.202637
	Iteration 73Q: 3 clusters Score -767562.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -767564.625000 Penalty: 4354.202637
	Iteration 74Q: 3 clusters Score -767564.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -767565.125000 Penalty: 4354.202637
	Iteration 75Q: 3 clusters Score -767565.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -767565.875000 Penalty: 4354.202637
	Iteration 76Q: 3 clusters Score -767565.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -767567.000000 Penalty: 4354.202637
	Iteration 77Q: 3 clusters Score -767567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -767566.812500 Penalty: 4354.202637
	Iteration 78Q: 3 clusters Score -767566.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -767566.812500 Penalty: 4354.202637
	Iteration 79F: 3 clusters Score -767566.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Entering Unmasked Estep 
Score: -330250.125000 Penalty: 1965.707886
	Iteration 0F: 2 clusters Score -330250.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -327101.062500 Penalty: 3931.415771
	Iteration 0F: 3 clusters Score -327101.1 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -327837.281250 Penalty: 3931.415771
	Iteration 1F: 3 clusters Score -327837.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -328156.875000 Penalty: 3931.415771
	Iteration 2F: 3 clusters Score -328156.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -328357.187500 Penalty: 3931.415771
	Iteration 3F: 3 clusters Score -328357.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -328491.312500 Penalty: 3931.415771
	Iteration 4Q: 3 clusters Score -328491.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -328590.625000 Penalty: 3931.415771
	Iteration 5Q: 3 clusters Score -328590.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -328691.312500 Penalty: 3931.415771
	Iteration 6Q: 3 clusters Score -328691.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -328781.468750 Penalty: 3931.415771
	Iteration 7Q: 3 clusters Score -328781.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -328869.718750 Penalty: 3931.415771
	Iteration 8Q: 3 clusters Score -328869.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -328958.812500 Penalty: 3931.415771
	Iteration 9Q: 3 clusters Score -328958.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -329037.687500 Penalty: 3931.415771
	Iteration 10Q: 3 clusters Score -329037.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -329101.781250 Penalty: 3931.415771
	Iteration 11Q: 3 clusters Score -329101.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -329145.250000 Penalty: 3931.415771
	Iteration 12Q: 3 clusters Score -329145.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -329171.625000 Penalty: 3931.415771
	Iteration 13Q: 3 clusters Score -329171.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -329187.281250 Penalty: 3931.415771
	Iteration 14Q: 3 clusters Score -329187.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -329203.687500 Penalty: 3931.415771
	Iteration 15Q: 3 clusters Score -329203.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -329223.437500 Penalty: 3931.415771
	Iteration 16Q: 3 clusters Score -329223.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -329238.625000 Penalty: 3931.415771
	Iteration 17Q: 3 clusters Score -329238.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -329251.500000 Penalty: 3931.415771
	Iteration 18Q: 3 clusters Score -329251.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -329260.093750 Penalty: 3931.415771
	Iteration 19Q: 3 clusters Score -329260.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -329266.343750 Penalty: 3931.415771
	Iteration 20F: 3 clusters Score -329266.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -329270.437500 Penalty: 3931.415771
	Iteration 21Q: 3 clusters Score -329270.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -329276.343750 Penalty: 3931.415771
	Iteration 22Q: 3 clusters Score -329276.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -329283.281250 Penalty: 3931.415771
	Iteration 23Q: 3 clusters Score -329283.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -329292.812500 Penalty: 3931.415771
	Iteration 24Q: 3 clusters Score -329292.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -329299.468750 Penalty: 3931.415771
	Iteration 25Q: 3 clusters Score -329299.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -329305.687500 Penalty: 3931.415771
	Iteration 26Q: 3 clusters Score -329305.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -329314.062500 Penalty: 3931.415771
	Iteration 27Q: 3 clusters Score -329314.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -329323.656250 Penalty: 3931.415771
	Iteration 28Q: 3 clusters Score -329323.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -329332.406250 Penalty: 3931.415771
	Iteration 29Q: 3 clusters Score -329332.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -329338.000000 Penalty: 3931.415771
	Iteration 30Q: 3 clusters Score -329338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -329340.875000 Penalty: 3931.415771
	Iteration 31Q: 3 clusters Score -329340.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -329345.718750 Penalty: 3931.415771
	Iteration 32Q: 3 clusters Score -329345.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -329350.281250 Penalty: 3931.415771
	Iteration 33Q: 3 clusters Score -329350.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -329355.437500 Penalty: 3931.415771
	Iteration 34Q: 3 clusters Score -329355.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -329359.750000 Penalty: 3931.415771
	Iteration 35Q: 3 clusters Score -329359.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -329367.343750 Penalty: 3931.415771
	Iteration 36Q: 3 clusters Score -329367.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -329371.343750 Penalty: 3931.415771
	Iteration 37Q: 3 clusters Score -329371.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -329376.312500 Penalty: 3931.415771
	Iteration 38Q: 3 clusters Score -329376.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -329383.531250 Penalty: 3931.415771
	Iteration 39Q: 3 clusters Score -329383.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -329392.812500 Penalty: 3931.415771
	Iteration 40F: 3 clusters Score -329392.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -329402.093750 Penalty: 3931.415771
	Iteration 41Q: 3 clusters Score -329402.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -329409.375000 Penalty: 3931.415771
	Iteration 42Q: 3 clusters Score -329409.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -329425.906250 Penalty: 3931.415771
	Iteration 43Q: 3 clusters Score -329425.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -329443.812500 Penalty: 3931.415771
	Iteration 44Q: 3 clusters Score -329443.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -329462.000000 Penalty: 3931.415771
	Iteration 45Q: 3 clusters Score -329462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -329481.218750 Penalty: 3931.415771
	Iteration 46Q: 3 clusters Score -329481.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -329493.062500 Penalty: 3931.415771
	Iteration 47Q: 3 clusters Score -329493.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -329499.375000 Penalty: 3931.415771
	Iteration 48Q: 3 clusters Score -329499.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -329502.562500 Penalty: 3931.415771
	Iteration 49Q: 3 clusters Score -329502.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -329506.218750 Penalty: 3931.415771
	Iteration 50Q: 3 clusters Score -329506.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -329510.031250 Penalty: 3931.415771
	Iteration 51Q: 3 clusters Score -329510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -329513.906250 Penalty: 3931.415771
	Iteration 52Q: 3 clusters Score -329513.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -329519.906250 Penalty: 3931.415771
	Iteration 53Q: 3 clusters Score -329519.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -329527.125000 Penalty: 3931.415771
	Iteration 54Q: 3 clusters Score -329527.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -329533.125000 Penalty: 3931.415771
	Iteration 55Q: 3 clusters Score -329533.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -329534.406250 Penalty: 3931.415771
	Iteration 56Q: 3 clusters Score -329534.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -329536.000000 Penalty: 3931.415771
	Iteration 57Q: 3 clusters Score -329536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -329537.468750 Penalty: 3931.415771
	Iteration 58Q: 3 clusters Score -329537.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -329538.781250 Penalty: 3931.415771
	Iteration 59Q: 3 clusters Score -329538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -329539.312500 Penalty: 3931.415771
	Iteration 60F: 3 clusters Score -329539.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -329540.937500 Penalty: 3931.415771
	Iteration 61Q: 3 clusters Score -329540.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -329541.687500 Penalty: 3931.415771
	Iteration 62Q: 3 clusters Score -329541.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -329541.687500 Penalty: 3931.415771
	Iteration 63F: 3 clusters Score -329541.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Entering Unmasked Estep 
Score: -1053538.875000 Penalty: 2260.011230
	Iteration 0F: 2 clusters Score -1053539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1046418.562500 Penalty: 4520.022461
	Iteration 0F: 3 clusters Score -1046419 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1048466.375000 Penalty: 4520.022461
	Iteration 1F: 3 clusters Score -1048466 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1048747.000000 Penalty: 4520.022461
	Iteration 2F: 3 clusters Score -1048747 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1048957.375000 Penalty: 4520.022461
	Iteration 3F: 3 clusters Score -1048957 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1049146.750000 Penalty: 4520.022461
	Iteration 4Q: 3 clusters Score -1049147 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1049319.500000 Penalty: 4520.022461
	Iteration 5Q: 3 clusters Score -1049320 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1049471.125000 Penalty: 4520.022461
	Iteration 6Q: 3 clusters Score -1049471 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1049630.375000 Penalty: 4520.022461
	Iteration 7Q: 3 clusters Score -1049630 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1049817.500000 Penalty: 4520.022461
	Iteration 8Q: 3 clusters Score -1049818 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1050032.250000 Penalty: 4520.022461
	Iteration 9Q: 3 clusters Score -1050032 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1050254.875000 Penalty: 4520.022461
	Iteration 10Q: 3 clusters Score -1050255 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1050474.625000 Penalty: 4520.022461
	Iteration 11Q: 3 clusters Score -1050475 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1050715.250000 Penalty: 4520.022461
	Iteration 12Q: 3 clusters Score -1050715 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1050913.875000 Penalty: 4520.022461
	Iteration 13Q: 3 clusters Score -1050914 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1051056.375000 Penalty: 4520.022461
	Iteration 14Q: 3 clusters Score -1051056 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1051187.500000 Penalty: 4520.022461
	Iteration 15Q: 3 clusters Score -1051188 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1051288.000000 Penalty: 4520.022461
	Iteration 16Q: 3 clusters Score -1051288 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1051368.750000 Penalty: 4520.022461
	Iteration 17Q: 3 clusters Score -1051369 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1051433.875000 Penalty: 4520.022461
	Iteration 18Q: 3 clusters Score -1051434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1051477.500000 Penalty: 4520.022461
	Iteration 19Q: 3 clusters Score -1051478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1051508.625000 Penalty: 4520.022461
	Iteration 20F: 3 clusters Score -1051509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1051534.000000 Penalty: 4520.022461
	Iteration 21Q: 3 clusters Score -1051534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1051546.625000 Penalty: 4520.022461
	Iteration 22Q: 3 clusters Score -1051547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1051550.375000 Penalty: 4520.022461
	Iteration 23Q: 3 clusters Score -1051550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1051557.750000 Penalty: 4520.022461
	Iteration 24Q: 3 clusters Score -1051558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1051563.750000 Penalty: 4520.022461
	Iteration 25Q: 3 clusters Score -1051564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1051570.375000 Penalty: 4520.022461
	Iteration 26Q: 3 clusters Score -1051570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1051572.125000 Penalty: 4520.022461
	Iteration 27Q: 3 clusters Score -1051572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1051572.750000 Penalty: 4520.022461
	Iteration 28Q: 3 clusters Score -1051573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1051578.000000 Penalty: 4520.022461
	Iteration 29Q: 3 clusters Score -1051578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1051581.750000 Penalty: 4520.022461
	Iteration 30Q: 3 clusters Score -1051582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1051581.750000 Penalty: 4520.022461
	Iteration 31F: 3 clusters Score -1051582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Entering Unmasked Estep 
Score: -5118334.000000 Penalty: 2639.622070
	Iteration 0F: 2 clusters Score -5118334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -5090029.500000 Penalty: 5279.244141
	Iteration 0F: 3 clusters Score -5090030 nChanged 19201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -5100578.500000 Penalty: 5279.244141
	Iteration 1F: 3 clusters Score -5100578 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -5101241.500000 Penalty: 5279.244141
	Iteration 2Q: 3 clusters Score -5101242 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -5101949.500000 Penalty: 5279.244141
	Iteration 3Q: 3 clusters Score -5101950 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -5102688.500000 Penalty: 5279.244141
	Iteration 4Q: 3 clusters Score -5102688 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -5103504.500000 Penalty: 5279.244141
	Iteration 5Q: 3 clusters Score -5103504 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -5104508.000000 Penalty: 5279.244141
	Iteration 6Q: 3 clusters Score -5104508 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -5105611.000000 Penalty: 5279.244141
	Iteration 7Q: 3 clusters Score -5105611 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -5106857.500000 Penalty: 5279.244141
	Iteration 8Q: 3 clusters Score -5106858 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -5108223.500000 Penalty: 5279.244141
	Iteration 9F: 3 clusters Score -5108224 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -5109688.000000 Penalty: 5279.244141
	Iteration 10F: 3 clusters Score -5109688 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -5110791.500000 Penalty: 5279.244141
	Iteration 11Q: 3 clusters Score -5110792 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -5111558.500000 Penalty: 5279.244141
	Iteration 12Q: 3 clusters Score -5111558 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -5112031.500000 Penalty: 5279.244141
	Iteration 13Q: 3 clusters Score -5112032 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -5112395.500000 Penalty: 5279.244141
	Iteration 14Q: 3 clusters Score -5112396 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -5112679.000000 Penalty: 5279.244141
	Iteration 15Q: 3 clusters Score -5112679 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -5112936.500000 Penalty: 5279.244141
	Iteration 16Q: 3 clusters Score -5112936 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -5113193.000000 Penalty: 5279.244141
	Iteration 17Q: 3 clusters Score -5113193 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -5113467.000000 Penalty: 5279.244141
	Iteration 18Q: 3 clusters Score -5113467 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -5113738.000000 Penalty: 5279.244141
	Iteration 19Q: 3 clusters Score -5113738 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -5113986.500000 Penalty: 5279.244141
	Iteration 20F: 3 clusters Score -5113986 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -5114232.500000 Penalty: 5279.244141
	Iteration 21Q: 3 clusters Score -5114232 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -5114442.000000 Penalty: 5279.244141
	Iteration 22Q: 3 clusters Score -5114442 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -5114647.000000 Penalty: 5279.244141
	Iteration 23Q: 3 clusters Score -5114647 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -5114811.000000 Penalty: 5279.244141
	Iteration 24Q: 3 clusters Score -5114811 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -5114958.000000 Penalty: 5279.244141
	Iteration 25Q: 3 clusters Score -5114958 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -5115046.500000 Penalty: 5279.244141
	Iteration 26Q: 3 clusters Score -5115046 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -5115111.000000 Penalty: 5279.244141
	Iteration 27Q: 3 clusters Score -5115111 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -5115168.500000 Penalty: 5279.244141
	Iteration 28Q: 3 clusters Score -5115168 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -5115232.500000 Penalty: 5279.244141
	Iteration 29Q: 3 clusters Score -5115232 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -5115260.500000 Penalty: 5279.244141
	Iteration 30Q: 3 clusters Score -5115260 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -5115276.500000 Penalty: 5279.244141
	Iteration 31Q: 3 clusters Score -5115276 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -5115316.500000 Penalty: 5279.244141
	Iteration 32Q: 3 clusters Score -5115316 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -5115340.000000 Penalty: 5279.244141
	Iteration 33Q: 3 clusters Score -5115340 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -5115350.500000 Penalty: 5279.244141
	Iteration 34Q: 3 clusters Score -5115350 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -5115359.500000 Penalty: 5279.244141
	Iteration 35Q: 3 clusters Score -5115360 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -5115369.500000 Penalty: 5279.244141
	Iteration 36Q: 3 clusters Score -5115370 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -5115388.500000 Penalty: 5279.244141
	Iteration 37Q: 3 clusters Score -5115388 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -5115401.500000 Penalty: 5279.244141
	Iteration 38Q: 3 clusters Score -5115402 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -5115402.000000 Penalty: 5279.244141
	Iteration 39Q: 3 clusters Score -5115402 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -5115408.500000 Penalty: 5279.244141
	Iteration 40F: 3 clusters Score -5115408 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -5115408.000000 Penalty: 5279.244141
	Iteration 41Q: 3 clusters Score -5115408 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -5115417.000000 Penalty: 5279.244141
	Iteration 42Q: 3 clusters Score -5115417 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -5115414.000000 Penalty: 5279.244141
	Iteration 43Q: 3 clusters Score -5115414 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -5115435.500000 Penalty: 5279.244141
	Iteration 44Q: 3 clusters Score -5115436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -5115437.500000 Penalty: 5279.244141
	Iteration 45Q: 3 clusters Score -5115438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -5115439.500000 Penalty: 5279.244141
	Iteration 46Q: 3 clusters Score -5115440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -5115440.500000 Penalty: 5279.244141
	Iteration 47Q: 3 clusters Score -5115440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -5115438.000000 Penalty: 5279.244141
	Iteration 48Q: 3 clusters Score -5115438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -5115436.500000 Penalty: 5279.244141
	Iteration 49Q: 3 clusters Score -5115436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -5115437.000000 Penalty: 5279.244141
	Iteration 50Q: 3 clusters Score -5115437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -5115443.000000 Penalty: 5279.244141
	Iteration 51Q: 3 clusters Score -5115443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -5115448.000000 Penalty: 5279.244141
	Iteration 52Q: 3 clusters Score -5115448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -5115443.500000 Penalty: 5279.244141
	Iteration 53Q: 3 clusters Score -5115444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -5115437.500000 Penalty: 5279.244141
	Iteration 54Q: 3 clusters Score -5115438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -5115437.000000 Penalty: 5279.244141
	Iteration 55Q: 3 clusters Score -5115437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -5115433.500000 Penalty: 5279.244141
	Iteration 56Q: 3 clusters Score -5115434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -5115430.000000 Penalty: 5279.244141
	Iteration 57Q: 3 clusters Score -5115430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -5115428.500000 Penalty: 5279.244141
	Iteration 58Q: 3 clusters Score -5115428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -5115431.000000 Penalty: 5279.244141
	Iteration 59Q: 3 clusters Score -5115431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -5115426.000000 Penalty: 5279.244141
	Iteration 60F: 3 clusters Score -5115426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -5115430.000000 Penalty: 5279.244141
	Iteration 61Q: 3 clusters Score -5115430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -5115441.500000 Penalty: 5279.244141
	Iteration 62Q: 3 clusters Score -5115442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -5115444.500000 Penalty: 5279.244141
	Iteration 63Q: 3 clusters Score -5115444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -5115443.000000 Penalty: 5279.244141
	Iteration 64Q: 3 clusters Score -5115443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -5115437.000000 Penalty: 5279.244141
	Iteration 65Q: 3 clusters Score -5115437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -5115437.500000 Penalty: 5279.244141
	Iteration 66Q: 3 clusters Score -5115438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -5115438.000000 Penalty: 5279.244141
	Iteration 67Q: 3 clusters Score -5115438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -5115438.000000 Penalty: 5279.244141
	Iteration 68Q: 3 clusters Score -5115438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -5115438.000000 Penalty: 5279.244141
	Iteration 69F: 3 clusters Score -5115438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Entering Unmasked Estep 
Score: -4621165.000000 Penalty: 2613.463135
	Iteration 0F: 2 clusters Score -4621165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -4595464.000000 Penalty: 5226.926270
	Iteration 0F: 3 clusters Score -4595464 nChanged 17179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -4605265.500000 Penalty: 5226.926270
	Iteration 1F: 3 clusters Score -4605266 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -4606072.000000 Penalty: 5226.926270
	Iteration 2F: 3 clusters Score -4606072 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -4607035.000000 Penalty: 5226.926270
	Iteration 3F: 3 clusters Score -4607035 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -4608418.500000 Penalty: 5226.926270
	Iteration 4F: 3 clusters Score -4608418 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -4610323.500000 Penalty: 5226.926270
	Iteration 5F: 3 clusters Score -4610324 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -4612686.500000 Penalty: 5226.926270
	Iteration 6F: 3 clusters Score -4612686 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -4614846.000000 Penalty: 5226.926270
	Iteration 7F: 3 clusters Score -4614846 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -4616420.000000 Penalty: 5226.926270
	Iteration 8F: 3 clusters Score -4616420 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -4617413.000000 Penalty: 5226.926270
	Iteration 9Q: 3 clusters Score -4617413 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -4618062.500000 Penalty: 5226.926270
	Iteration 10Q: 3 clusters Score -4618062 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -4618441.500000 Penalty: 5226.926270
	Iteration 11Q: 3 clusters Score -4618442 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -4618748.500000 Penalty: 5226.926270
	Iteration 12Q: 3 clusters Score -4618748 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -4618981.500000 Penalty: 5226.926270
	Iteration 13Q: 3 clusters Score -4618982 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -4619096.000000 Penalty: 5226.926270
	Iteration 14Q: 3 clusters Score -4619096 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -4619188.000000 Penalty: 5226.926270
	Iteration 15Q: 3 clusters Score -4619188 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -4619265.500000 Penalty: 5226.926270
	Iteration 16Q: 3 clusters Score -4619266 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -4619317.500000 Penalty: 5226.926270
	Iteration 17Q: 3 clusters Score -4619318 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -4619377.500000 Penalty: 5226.926270
	Iteration 18Q: 3 clusters Score -4619378 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -4619426.000000 Penalty: 5226.926270
	Iteration 19Q: 3 clusters Score -4619426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -4619453.000000 Penalty: 5226.926270
	Iteration 20F: 3 clusters Score -4619453 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -4619474.000000 Penalty: 5226.926270
	Iteration 21Q: 3 clusters Score -4619474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -4619505.000000 Penalty: 5226.926270
	Iteration 22Q: 3 clusters Score -4619505 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -4619529.000000 Penalty: 5226.926270
	Iteration 23Q: 3 clusters Score -4619529 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -4619540.000000 Penalty: 5226.926270
	Iteration 24Q: 3 clusters Score -4619540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -4619570.000000 Penalty: 5226.926270
	Iteration 25Q: 3 clusters Score -4619570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -4619606.500000 Penalty: 5226.926270
	Iteration 26Q: 3 clusters Score -4619606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -4619622.000000 Penalty: 5226.926270
	Iteration 27Q: 3 clusters Score -4619622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -4619635.000000 Penalty: 5226.926270
	Iteration 28Q: 3 clusters Score -4619635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -4619641.500000 Penalty: 5226.926270
	Iteration 29Q: 3 clusters Score -4619642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -4619643.500000 Penalty: 5226.926270
	Iteration 30Q: 3 clusters Score -4619644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -4619658.000000 Penalty: 5226.926270
	Iteration 31Q: 3 clusters Score -4619658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -4619666.500000 Penalty: 5226.926270
	Iteration 32Q: 3 clusters Score -4619666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -4619680.000000 Penalty: 5226.926270
	Iteration 33Q: 3 clusters Score -4619680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -4619685.500000 Penalty: 5226.926270
	Iteration 34Q: 3 clusters Score -4619686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -4619691.000000 Penalty: 5226.926270
	Iteration 35Q: 3 clusters Score -4619691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -4619706.500000 Penalty: 5226.926270
	Iteration 36Q: 3 clusters Score -4619706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -4619733.500000 Penalty: 5226.926270
	Iteration 37Q: 3 clusters Score -4619734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -4619749.500000 Penalty: 5226.926270
	Iteration 38Q: 3 clusters Score -4619750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -4619754.500000 Penalty: 5226.926270
	Iteration 39Q: 3 clusters Score -4619754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -4619761.500000 Penalty: 5226.926270
	Iteration 40F: 3 clusters Score -4619762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -4619760.000000 Penalty: 5226.926270
	Iteration 41Q: 3 clusters Score -4619760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -4619764.000000 Penalty: 5226.926270
	Iteration 42Q: 3 clusters Score -4619764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -4619778.000000 Penalty: 5226.926270
	Iteration 43Q: 3 clusters Score -4619778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -4619775.000000 Penalty: 5226.926270
	Iteration 44Q: 3 clusters Score -4619775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -4619782.500000 Penalty: 5226.926270
	Iteration 45Q: 3 clusters Score -4619782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -4619780.000000 Penalty: 5226.926270
	Iteration 46Q: 3 clusters Score -4619780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -4619778.500000 Penalty: 5226.926270
	Iteration 47Q: 3 clusters Score -4619778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -4619781.500000 Penalty: 5226.926270
	Iteration 48Q: 3 clusters Score -4619782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -4619781.500000 Penalty: 5226.926270
	Iteration 49F: 3 clusters Score -4619782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (160845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160845 members 
Entering Unmasked Estep 
Score: -19470908.000000 Penalty: 2973.072754
	Iteration 0F: 2 clusters Score -1.947091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80572 members 
Mstep: Class 2 contains 80273 members 
Entering Unmasked Estep 
Score: -19363848.000000 Penalty: 5946.145508
	Iteration 0F: 3 clusters Score -1.936385e+07 nChanged 77183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81593 members 
Mstep: Class 2 contains 79252 members 
Entering Unmasked Estep 
Score: -19408708.000000 Penalty: 5946.145508
	Iteration 1F: 3 clusters Score -1.940871e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82326 members 
Mstep: Class 2 contains 78519 members 
Entering Unmasked Estep 
Score: -19409998.000000 Penalty: 5946.145508
	Iteration 2Q: 3 clusters Score -1.941e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83586 members 
Mstep: Class 2 contains 77259 members 
Entering Unmasked Estep 
Score: -19411576.000000 Penalty: 5946.145508
	Iteration 3Q: 3 clusters Score -1.941158e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85360 members 
Mstep: Class 2 contains 75485 members 
Entering Unmasked Estep 
Score: -19413806.000000 Penalty: 5946.145508
	Iteration 4Q: 3 clusters Score -1.941381e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87783 members 
Mstep: Class 2 contains 73062 members 
Entering Unmasked Estep 
Score: -19416836.000000 Penalty: 5946.145508
	Iteration 5Q: 3 clusters Score -1.941684e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91009 members 
Mstep: Class 2 contains 69836 members 
Entering Unmasked Estep 
Score: -19420418.000000 Penalty: 5946.145508
	Iteration 6Q: 3 clusters Score -1.942042e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95087 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -19424658.000000 Penalty: 5946.145508
	Iteration 7Q: 3 clusters Score -1.942466e+07 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99851 members 
Mstep: Class 2 contains 60994 members 
Entering Unmasked Estep 
Score: -19429462.000000 Penalty: 5946.145508
	Iteration 8F: 3 clusters Score -1.942946e+07 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105002 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
Score: -19434554.000000 Penalty: 5946.145508
	Iteration 9F: 3 clusters Score -1.943455e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110295 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -19439262.000000 Penalty: 5946.145508
	Iteration 10F: 3 clusters Score -1.943926e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115312 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -19443074.000000 Penalty: 5946.145508
	Iteration 11Q: 3 clusters Score -1.944307e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119989 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -19446272.000000 Penalty: 5946.145508
	Iteration 12Q: 3 clusters Score -1.944627e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124375 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -19448856.000000 Penalty: 5946.145508
	Iteration 13Q: 3 clusters Score -1.944886e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128483 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -19451008.000000 Penalty: 5946.145508
	Iteration 14Q: 3 clusters Score -1.945101e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132419 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -19452948.000000 Penalty: 5946.145508
	Iteration 15Q: 3 clusters Score -1.945295e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136284 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -19454906.000000 Penalty: 5946.145508
	Iteration 16Q: 3 clusters Score -1.945491e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139951 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -19456828.000000 Penalty: 5946.145508
	Iteration 17Q: 3 clusters Score -1.945683e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143366 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -19458788.000000 Penalty: 5946.145508
	Iteration 18Q: 3 clusters Score -1.945879e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146603 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -19460726.000000 Penalty: 5946.145508
	Iteration 19Q: 3 clusters Score -1.946073e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149518 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -19462572.000000 Penalty: 5946.145508
	Iteration 20F: 3 clusters Score -1.946257e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152046 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -19464142.000000 Penalty: 5946.145508
	Iteration 21Q: 3 clusters Score -1.946414e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154064 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -19465436.000000 Penalty: 5946.145508
	Iteration 22Q: 3 clusters Score -1.946544e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155634 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -19466372.000000 Penalty: 5946.145508
	Iteration 23Q: 3 clusters Score -1.946637e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156815 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -19467108.000000 Penalty: 5946.145508
	Iteration 24Q: 3 clusters Score -1.946711e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157638 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -19467592.000000 Penalty: 5946.145508
	Iteration 25Q: 3 clusters Score -1.946759e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158227 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -19467962.000000 Penalty: 5946.145508
	Iteration 26Q: 3 clusters Score -1.946796e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158626 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -19468178.000000 Penalty: 5946.145508
	Iteration 27Q: 3 clusters Score -1.946818e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158893 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -19468350.000000 Penalty: 5946.145508
	Iteration 28Q: 3 clusters Score -1.946835e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159077 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -19468432.000000 Penalty: 5946.145508
	Iteration 29Q: 3 clusters Score -1.946843e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159212 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -19468542.000000 Penalty: 5946.145508
	Iteration 30Q: 3 clusters Score -1.946854e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159308 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -19468634.000000 Penalty: 5946.145508
	Iteration 31Q: 3 clusters Score -1.946863e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159378 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -19468690.000000 Penalty: 5946.145508
	Iteration 32Q: 3 clusters Score -1.946869e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159416 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -19468724.000000 Penalty: 5946.145508
	Iteration 33Q: 3 clusters Score -1.946872e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159437 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -19468792.000000 Penalty: 5946.145508
	Iteration 34Q: 3 clusters Score -1.946879e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159451 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -19468826.000000 Penalty: 5946.145508
	Iteration 35Q: 3 clusters Score -1.946883e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159470 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -19468850.000000 Penalty: 5946.145508
	Iteration 36Q: 3 clusters Score -1.946885e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159497 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -19468876.000000 Penalty: 5946.145508
	Iteration 37Q: 3 clusters Score -1.946888e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159522 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -19468902.000000 Penalty: 5946.145508
	Iteration 38Q: 3 clusters Score -1.94689e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159536 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -19468916.000000 Penalty: 5946.145508
	Iteration 39Q: 3 clusters Score -1.946892e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159555 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -19468916.000000 Penalty: 5946.145508
	Iteration 40F: 3 clusters Score -1.946892e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159566 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -19468938.000000 Penalty: 5946.145508
	Iteration 41Q: 3 clusters Score -1.946894e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159574 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -19468956.000000 Penalty: 5946.145508
	Iteration 42Q: 3 clusters Score -1.946896e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159579 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -19468964.000000 Penalty: 5946.145508
	Iteration 43Q: 3 clusters Score -1.946896e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159588 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -19468978.000000 Penalty: 5946.145508
	Iteration 44Q: 3 clusters Score -1.946898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159587 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -19468962.000000 Penalty: 5946.145508
	Iteration 45Q: 3 clusters Score -1.946896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159587 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -19468950.000000 Penalty: 5946.145508
	Iteration 46Q: 3 clusters Score -1.946895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159589 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -19468958.000000 Penalty: 5946.145508
	Iteration 47Q: 3 clusters Score -1.946896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159593 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -19468982.000000 Penalty: 5946.145508
	Iteration 48Q: 3 clusters Score -1.946898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159594 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -19468972.000000 Penalty: 5946.145508
	Iteration 49Q: 3 clusters Score -1.946897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159597 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -19468966.000000 Penalty: 5946.145508
	Iteration 50Q: 3 clusters Score -1.946897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159599 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -19468958.000000 Penalty: 5946.145508
	Iteration 51Q: 3 clusters Score -1.946896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159599 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -19468976.000000 Penalty: 5946.145508
	Iteration 52Q: 3 clusters Score -1.946898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159598 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -19468958.000000 Penalty: 5946.145508
	Iteration 53Q: 3 clusters Score -1.946896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159599 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -19468960.000000 Penalty: 5946.145508
	Iteration 54Q: 3 clusters Score -1.946896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159599 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -19468960.000000 Penalty: 5946.145508
	Iteration 55F: 3 clusters Score -1.946896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (98561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98561 members 
Entering Unmasked Estep 
Score: -12045246.000000 Penalty: 2851.610840
	Iteration 0F: 2 clusters Score -1.204525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 49104 members 
Entering Unmasked Estep 
Score: -11979508.000000 Penalty: 5703.221680
	Iteration 0F: 3 clusters Score -1.197951e+07 nChanged 46670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -12006411.000000 Penalty: 5703.221680
	Iteration 1F: 3 clusters Score -1.200641e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51386 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -12007625.000000 Penalty: 5703.221680
	Iteration 2Q: 3 clusters Score -1.200762e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -12009249.000000 Penalty: 5703.221680
	Iteration 3Q: 3 clusters Score -1.200925e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -12011172.000000 Penalty: 5703.221680
	Iteration 4Q: 3 clusters Score -1.201117e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54712 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -12013322.000000 Penalty: 5703.221680
	Iteration 5Q: 3 clusters Score -1.201332e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56697 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -12015646.000000 Penalty: 5703.221680
	Iteration 6F: 3 clusters Score -1.201565e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -12018026.000000 Penalty: 5703.221680
	Iteration 7F: 3 clusters Score -1.201803e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62544 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -12020345.000000 Penalty: 5703.221680
	Iteration 8Q: 3 clusters Score -1.202034e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66478 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -12022778.000000 Penalty: 5703.221680
	Iteration 9Q: 3 clusters Score -1.202278e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70992 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -12025669.000000 Penalty: 5703.221680
	Iteration 10Q: 3 clusters Score -1.202567e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75993 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -12029071.000000 Penalty: 5703.221680
	Iteration 11F: 3 clusters Score -1.202907e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80834 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -12032562.000000 Penalty: 5703.221680
	Iteration 12Q: 3 clusters Score -1.203256e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85098 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -12035890.000000 Penalty: 5703.221680
	Iteration 13Q: 3 clusters Score -1.203589e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88277 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -12038345.000000 Penalty: 5703.221680
	Iteration 14Q: 3 clusters Score -1.203834e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90424 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -12039773.000000 Penalty: 5703.221680
	Iteration 15Q: 3 clusters Score -1.203977e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91984 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -12040790.000000 Penalty: 5703.221680
	Iteration 16Q: 3 clusters Score -1.204079e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93174 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -12041357.000000 Penalty: 5703.221680
	Iteration 17Q: 3 clusters Score -1.204136e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94097 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -12041823.000000 Penalty: 5703.221680
	Iteration 18Q: 3 clusters Score -1.204182e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94799 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -12042127.000000 Penalty: 5703.221680
	Iteration 19Q: 3 clusters Score -1.204213e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95316 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -12042288.000000 Penalty: 5703.221680
	Iteration 20F: 3 clusters Score -1.204229e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95722 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -12042435.000000 Penalty: 5703.221680
	Iteration 21Q: 3 clusters Score -1.204244e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96040 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -12042574.000000 Penalty: 5703.221680
	Iteration 22Q: 3 clusters Score -1.204257e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96299 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -12042697.000000 Penalty: 5703.221680
	Iteration 23Q: 3 clusters Score -1.20427e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96469 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -12042795.000000 Penalty: 5703.221680
	Iteration 24Q: 3 clusters Score -1.20428e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96584 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -12042878.000000 Penalty: 5703.221680
	Iteration 25Q: 3 clusters Score -1.204288e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96683 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -12042892.000000 Penalty: 5703.221680
	Iteration 26Q: 3 clusters Score -1.204289e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96769 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -12042952.000000 Penalty: 5703.221680
	Iteration 27Q: 3 clusters Score -1.204295e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96850 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -12042992.000000 Penalty: 5703.221680
	Iteration 28Q: 3 clusters Score -1.204299e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96899 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -12043027.000000 Penalty: 5703.221680
	Iteration 29Q: 3 clusters Score -1.204303e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96944 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -12043036.000000 Penalty: 5703.221680
	Iteration 30Q: 3 clusters Score -1.204304e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96988 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -12043063.000000 Penalty: 5703.221680
	Iteration 31Q: 3 clusters Score -1.204306e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97022 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -12043072.000000 Penalty: 5703.221680
	Iteration 32Q: 3 clusters Score -1.204307e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97060 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -12043098.000000 Penalty: 5703.221680
	Iteration 33Q: 3 clusters Score -1.20431e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97081 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -12043090.000000 Penalty: 5703.221680
	Iteration 34Q: 3 clusters Score -1.204309e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97100 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -12043100.000000 Penalty: 5703.221680
	Iteration 35Q: 3 clusters Score -1.20431e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97123 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -12043099.000000 Penalty: 5703.221680
	Iteration 36Q: 3 clusters Score -1.20431e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97143 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -12043100.000000 Penalty: 5703.221680
	Iteration 37Q: 3 clusters Score -1.20431e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97159 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -12043114.000000 Penalty: 5703.221680
	Iteration 38Q: 3 clusters Score -1.204311e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97172 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -12043133.000000 Penalty: 5703.221680
	Iteration 39Q: 3 clusters Score -1.204313e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97189 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -12043151.000000 Penalty: 5703.221680
	Iteration 40F: 3 clusters Score -1.204315e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97206 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -12043161.000000 Penalty: 5703.221680
	Iteration 41Q: 3 clusters Score -1.204316e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97216 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -12043181.000000 Penalty: 5703.221680
	Iteration 42Q: 3 clusters Score -1.204318e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97230 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -12043184.000000 Penalty: 5703.221680
	Iteration 43Q: 3 clusters Score -1.204318e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97237 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -12043189.000000 Penalty: 5703.221680
	Iteration 44Q: 3 clusters Score -1.204319e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97238 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -12043190.000000 Penalty: 5703.221680
	Iteration 45Q: 3 clusters Score -1.204319e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97244 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -12043207.000000 Penalty: 5703.221680
	Iteration 46Q: 3 clusters Score -1.204321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97256 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -12043206.000000 Penalty: 5703.221680
	Iteration 47Q: 3 clusters Score -1.204321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97263 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -12043207.000000 Penalty: 5703.221680
	Iteration 48Q: 3 clusters Score -1.204321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97267 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -12043206.000000 Penalty: 5703.221680
	Iteration 49Q: 3 clusters Score -1.204321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97272 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -12043203.000000 Penalty: 5703.221680
	Iteration 50Q: 3 clusters Score -1.20432e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97279 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -12043212.000000 Penalty: 5703.221680
	Iteration 51Q: 3 clusters Score -1.204321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97282 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -12043199.000000 Penalty: 5703.221680
	Iteration 52Q: 3 clusters Score -1.20432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97286 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -12043218.000000 Penalty: 5703.221680
	Iteration 53Q: 3 clusters Score -1.204322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97286 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -12043212.000000 Penalty: 5703.221680
	Iteration 54Q: 3 clusters Score -1.204321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97287 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -12043218.000000 Penalty: 5703.221680
	Iteration 55Q: 3 clusters Score -1.204322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97288 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -12043214.000000 Penalty: 5703.221680
	Iteration 56Q: 3 clusters Score -1.204321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97291 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -12043212.000000 Penalty: 5703.221680
	Iteration 57Q: 3 clusters Score -1.204321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97292 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -12043209.000000 Penalty: 5703.221680
	Iteration 58Q: 3 clusters Score -1.204321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97295 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -12043218.000000 Penalty: 5703.221680
	Iteration 59Q: 3 clusters Score -1.204322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97298 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -12043221.000000 Penalty: 5703.221680
	Iteration 60F: 3 clusters Score -1.204322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97298 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -12043222.000000 Penalty: 5703.221680
	Iteration 61Q: 3 clusters Score -1.204322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97299 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -12043232.000000 Penalty: 5703.221680
	Iteration 62Q: 3 clusters Score -1.204323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97302 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -12043218.000000 Penalty: 5703.221680
	Iteration 63Q: 3 clusters Score -1.204322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97305 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -12043216.000000 Penalty: 5703.221680
	Iteration 64Q: 3 clusters Score -1.204322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97306 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -12043220.000000 Penalty: 5703.221680
	Iteration 65Q: 3 clusters Score -1.204322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97307 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -12043219.000000 Penalty: 5703.221680
	Iteration 66Q: 3 clusters Score -1.204322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97308 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -12043216.000000 Penalty: 5703.221680
	Iteration 67Q: 3 clusters Score -1.204322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97310 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -12043222.000000 Penalty: 5703.221680
	Iteration 68Q: 3 clusters Score -1.204322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97312 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -12043226.000000 Penalty: 5703.221680
	Iteration 69Q: 3 clusters Score -1.204323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97315 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -12043226.000000 Penalty: 5703.221680
	Iteration 70Q: 3 clusters Score -1.204323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97316 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -12043232.000000 Penalty: 5703.221680
	Iteration 71Q: 3 clusters Score -1.204323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97318 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -12043223.000000 Penalty: 5703.221680
	Iteration 72Q: 3 clusters Score -1.204322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97319 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -12043225.000000 Penalty: 5703.221680
	Iteration 73Q: 3 clusters Score -1.204322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97319 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -12043226.000000 Penalty: 5703.221680
	Iteration 74Q: 3 clusters Score -1.204323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97321 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -12043219.000000 Penalty: 5703.221680
	Iteration 75Q: 3 clusters Score -1.204322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97322 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -12043221.000000 Penalty: 5703.221680
	Iteration 76Q: 3 clusters Score -1.204322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97323 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -12043222.000000 Penalty: 5703.221680
	Iteration 77Q: 3 clusters Score -1.204322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97323 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -12043222.000000 Penalty: 5703.221680
	Iteration 78F: 3 clusters Score -1.204322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Entering Unmasked Estep 
Score: -3741391.000000 Penalty: 2561.887695
	Iteration 0F: 2 clusters Score -3741391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -3720472.500000 Penalty: 5123.775391
	Iteration 0F: 3 clusters Score -3720472 nChanged 13735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -3727947.000000 Penalty: 5123.775391
	Iteration 1F: 3 clusters Score -3727947 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -3728556.250000 Penalty: 5123.775391
	Iteration 2F: 3 clusters Score -3728556 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -3729211.500000 Penalty: 5123.775391
	Iteration 3Q: 3 clusters Score -3729212 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -3729969.250000 Penalty: 5123.775391
	Iteration 4Q: 3 clusters Score -3729969 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -3730884.250000 Penalty: 5123.775391
	Iteration 5F: 3 clusters Score -3730884 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -3732066.750000 Penalty: 5123.775391
	Iteration 6F: 3 clusters Score -3732067 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -3733586.750000 Penalty: 5123.775391
	Iteration 7F: 3 clusters Score -3733587 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -3735425.000000 Penalty: 5123.775391
	Iteration 8F: 3 clusters Score -3735425 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -3737011.750000 Penalty: 5123.775391
	Iteration 9F: 3 clusters Score -3737012 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -3738037.500000 Penalty: 5123.775391
	Iteration 10Q: 3 clusters Score -3738038 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -3738527.000000 Penalty: 5123.775391
	Iteration 11Q: 3 clusters Score -3738527 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -3738806.500000 Penalty: 5123.775391
	Iteration 12Q: 3 clusters Score -3738806 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -3738932.500000 Penalty: 5123.775391
	Iteration 13Q: 3 clusters Score -3738932 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -3739007.500000 Penalty: 5123.775391
	Iteration 14Q: 3 clusters Score -3739008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -3739056.000000 Penalty: 5123.775391
	Iteration 15Q: 3 clusters Score -3739056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -3739096.500000 Penalty: 5123.775391
	Iteration 16Q: 3 clusters Score -3739096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -3739131.500000 Penalty: 5123.775391
	Iteration 17Q: 3 clusters Score -3739132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -3739141.500000 Penalty: 5123.775391
	Iteration 18Q: 3 clusters Score -3739142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -3739156.000000 Penalty: 5123.775391
	Iteration 19Q: 3 clusters Score -3739156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -3739162.500000 Penalty: 5123.775391
	Iteration 20F: 3 clusters Score -3739162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -3739168.000000 Penalty: 5123.775391
	Iteration 21Q: 3 clusters Score -3739168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -3739177.250000 Penalty: 5123.775391
	Iteration 22Q: 3 clusters Score -3739177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -3739175.500000 Penalty: 5123.775391
	Iteration 23Q: 3 clusters Score -3739176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -3739182.500000 Penalty: 5123.775391
	Iteration 24Q: 3 clusters Score -3739182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -3739182.500000 Penalty: 5123.775391
	Iteration 25F: 3 clusters Score -3739182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Entering Unmasked Estep 
Score: -390108.250000 Penalty: 2021.959351
	Iteration 0F: 2 clusters Score -390108.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -386544.656250 Penalty: 4043.918701
	Iteration 0F: 3 clusters Score -386544.7 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -387324.406250 Penalty: 4043.918701
	Iteration 1F: 3 clusters Score -387324.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -387513.906250 Penalty: 4043.918701
	Iteration 2F: 3 clusters Score -387513.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -387639.187500 Penalty: 4043.918701
	Iteration 3F: 3 clusters Score -387639.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -387720.625000 Penalty: 4043.918701
	Iteration 4Q: 3 clusters Score -387720.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -387793.812500 Penalty: 4043.918701
	Iteration 5Q: 3 clusters Score -387793.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -387843.906250 Penalty: 4043.918701
	Iteration 6Q: 3 clusters Score -387843.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -387866.375000 Penalty: 4043.918701
	Iteration 7Q: 3 clusters Score -387866.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -387891.093750 Penalty: 4043.918701
	Iteration 8Q: 3 clusters Score -387891.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -387927.375000 Penalty: 4043.918701
	Iteration 9Q: 3 clusters Score -387927.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -387960.375000 Penalty: 4043.918701
	Iteration 10Q: 3 clusters Score -387960.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -387984.750000 Penalty: 4043.918701
	Iteration 11Q: 3 clusters Score -387984.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -388007.843750 Penalty: 4043.918701
	Iteration 12Q: 3 clusters Score -388007.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -388026.156250 Penalty: 4043.918701
	Iteration 13Q: 3 clusters Score -388026.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -388044.531250 Penalty: 4043.918701
	Iteration 14Q: 3 clusters Score -388044.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -388057.781250 Penalty: 4043.918701
	Iteration 15Q: 3 clusters Score -388057.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -388068.812500 Penalty: 4043.918701
	Iteration 16Q: 3 clusters Score -388068.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -388076.500000 Penalty: 4043.918701
	Iteration 17Q: 3 clusters Score -388076.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -388085.218750 Penalty: 4043.918701
	Iteration 18Q: 3 clusters Score -388085.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -388090.781250 Penalty: 4043.918701
	Iteration 19Q: 3 clusters Score -388090.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -388098.562500 Penalty: 4043.918701
	Iteration 20F: 3 clusters Score -388098.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -388106.781250 Penalty: 4043.918701
	Iteration 21Q: 3 clusters Score -388106.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -388114.468750 Penalty: 4043.918701
	Iteration 22Q: 3 clusters Score -388114.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -388120.718750 Penalty: 4043.918701
	Iteration 23Q: 3 clusters Score -388120.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -388125.843750 Penalty: 4043.918701
	Iteration 24Q: 3 clusters Score -388125.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -388136.468750 Penalty: 4043.918701
	Iteration 25Q: 3 clusters Score -388136.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -388147.187500 Penalty: 4043.918701
	Iteration 26Q: 3 clusters Score -388147.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -388161.968750 Penalty: 4043.918701
	Iteration 27Q: 3 clusters Score -388162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -388176.062500 Penalty: 4043.918701
	Iteration 28Q: 3 clusters Score -388176.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -388194.500000 Penalty: 4043.918701
	Iteration 29Q: 3 clusters Score -388194.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -388211.343750 Penalty: 4043.918701
	Iteration 30Q: 3 clusters Score -388211.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -388239.281250 Penalty: 4043.918701
	Iteration 31Q: 3 clusters Score -388239.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -388266.343750 Penalty: 4043.918701
	Iteration 32Q: 3 clusters Score -388266.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -388294.156250 Penalty: 4043.918701
	Iteration 33Q: 3 clusters Score -388294.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -388312.437500 Penalty: 4043.918701
	Iteration 34Q: 3 clusters Score -388312.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -388331.187500 Penalty: 4043.918701
	Iteration 35Q: 3 clusters Score -388331.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -388350.875000 Penalty: 4043.918701
	Iteration 36Q: 3 clusters Score -388350.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -388368.468750 Penalty: 4043.918701
	Iteration 37Q: 3 clusters Score -388368.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -388378.906250 Penalty: 4043.918701
	Iteration 38Q: 3 clusters Score -388378.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -388385.281250 Penalty: 4043.918701
	Iteration 39Q: 3 clusters Score -388385.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -388396.031250 Penalty: 4043.918701
	Iteration 40F: 3 clusters Score -388396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -388407.125000 Penalty: 4043.918701
	Iteration 41Q: 3 clusters Score -388407.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -388422.906250 Penalty: 4043.918701
	Iteration 42Q: 3 clusters Score -388422.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -388440.875000 Penalty: 4043.918701
	Iteration 43Q: 3 clusters Score -388440.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -388461.781250 Penalty: 4043.918701
	Iteration 44Q: 3 clusters Score -388461.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -388484.718750 Penalty: 4043.918701
	Iteration 45Q: 3 clusters Score -388484.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -388505.531250 Penalty: 4043.918701
	Iteration 46Q: 3 clusters Score -388505.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -388537.750000 Penalty: 4043.918701
	Iteration 47Q: 3 clusters Score -388537.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -388585.687500 Penalty: 4043.918701
	Iteration 48Q: 3 clusters Score -388585.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -388623.031250 Penalty: 4043.918701
	Iteration 49Q: 3 clusters Score -388623 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -388665.750000 Penalty: 4043.918701
	Iteration 50Q: 3 clusters Score -388665.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -388692.843750 Penalty: 4043.918701
	Iteration 51Q: 3 clusters Score -388692.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -388726.656250 Penalty: 4043.918701
	Iteration 52Q: 3 clusters Score -388726.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -388761.593750 Penalty: 4043.918701
	Iteration 53Q: 3 clusters Score -388761.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -388783.781250 Penalty: 4043.918701
	Iteration 54Q: 3 clusters Score -388783.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -388807.750000 Penalty: 4043.918701
	Iteration 55Q: 3 clusters Score -388807.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -388830.468750 Penalty: 4043.918701
	Iteration 56Q: 3 clusters Score -388830.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -388849.718750 Penalty: 4043.918701
	Iteration 57Q: 3 clusters Score -388849.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -388861.593750 Penalty: 4043.918701
	Iteration 58Q: 3 clusters Score -388861.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -388867.312500 Penalty: 4043.918701
	Iteration 59Q: 3 clusters Score -388867.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -388874.843750 Penalty: 4043.918701
	Iteration 60F: 3 clusters Score -388874.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -388881.687500 Penalty: 4043.918701
	Iteration 61Q: 3 clusters Score -388881.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -388886.812500 Penalty: 4043.918701
	Iteration 62Q: 3 clusters Score -388886.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -388890.218750 Penalty: 4043.918701
	Iteration 63Q: 3 clusters Score -388890.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -388893.750000 Penalty: 4043.918701
	Iteration 64Q: 3 clusters Score -388893.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -388894.843750 Penalty: 4043.918701
	Iteration 65Q: 3 clusters Score -388894.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -388895.187500 Penalty: 4043.918701
	Iteration 66Q: 3 clusters Score -388895.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -388895.187500 Penalty: 4043.918701
	Iteration 67F: 3 clusters Score -388895.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (122933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122933 members 
Entering Unmasked Estep 
Score: -15050699.000000 Penalty: 2906.409912
	Iteration 0F: 2 clusters Score -1.50507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61530 members 
Mstep: Class 2 contains 61403 members 
Entering Unmasked Estep 
Score: -14968445.000000 Penalty: 5812.819824
	Iteration 0F: 3 clusters Score -1.496844e+07 nChanged 58586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62962 members 
Mstep: Class 2 contains 59971 members 
Entering Unmasked Estep 
Score: -15002472.000000 Penalty: 5812.819824
	Iteration 1F: 3 clusters Score -1.500247e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64058 members 
Mstep: Class 2 contains 58875 members 
Entering Unmasked Estep 
Score: -15003740.000000 Penalty: 5812.819824
	Iteration 2Q: 3 clusters Score -1.500374e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65766 members 
Mstep: Class 2 contains 57167 members 
Entering Unmasked Estep 
Score: -15005468.000000 Penalty: 5812.819824
	Iteration 3Q: 3 clusters Score -1.500547e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68327 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -15007556.000000 Penalty: 5812.819824
	Iteration 4Q: 3 clusters Score -1.500756e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72004 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -15010507.000000 Penalty: 5812.819824
	Iteration 5F: 3 clusters Score -1.501051e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77172 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -15014368.000000 Penalty: 5812.819824
	Iteration 6F: 3 clusters Score -1.501437e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83641 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -15019130.000000 Penalty: 5812.819824
	Iteration 7F: 3 clusters Score -1.501913e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91042 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -15024987.000000 Penalty: 5812.819824
	Iteration 8F: 3 clusters Score -1.502499e+07 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98790 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -15031248.000000 Penalty: 5812.819824
	Iteration 9F: 3 clusters Score -1.503125e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105891 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -15037298.000000 Penalty: 5812.819824
	Iteration 10F: 3 clusters Score -1.50373e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111392 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -15042325.000000 Penalty: 5812.819824
	Iteration 11Q: 3 clusters Score -1.504232e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115011 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -15045500.000000 Penalty: 5812.819824
	Iteration 12Q: 3 clusters Score -1.50455e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116992 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -15047269.000000 Penalty: 5812.819824
	Iteration 13Q: 3 clusters Score -1.504727e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118102 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -15048264.000000 Penalty: 5812.819824
	Iteration 14Q: 3 clusters Score -1.504826e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118710 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -15048895.000000 Penalty: 5812.819824
	Iteration 15Q: 3 clusters Score -1.50489e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119101 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -15049262.000000 Penalty: 5812.819824
	Iteration 16Q: 3 clusters Score -1.504926e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119367 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -15049546.000000 Penalty: 5812.819824
	Iteration 17Q: 3 clusters Score -1.504955e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119545 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -15049762.000000 Penalty: 5812.819824
	Iteration 18Q: 3 clusters Score -1.504976e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119665 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -15049831.000000 Penalty: 5812.819824
	Iteration 19Q: 3 clusters Score -1.504983e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119753 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -15049878.000000 Penalty: 5812.819824
	Iteration 20F: 3 clusters Score -1.504988e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119809 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -15049961.000000 Penalty: 5812.819824
	Iteration 21Q: 3 clusters Score -1.504996e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119839 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -15049977.000000 Penalty: 5812.819824
	Iteration 22Q: 3 clusters Score -1.504998e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119856 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -15049984.000000 Penalty: 5812.819824
	Iteration 23Q: 3 clusters Score -1.504998e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119877 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -15049990.000000 Penalty: 5812.819824
	Iteration 24Q: 3 clusters Score -1.504999e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119888 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -15049992.000000 Penalty: 5812.819824
	Iteration 25Q: 3 clusters Score -1.504999e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119902 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -15050002.000000 Penalty: 5812.819824
	Iteration 26Q: 3 clusters Score -1.505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119913 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -15050008.000000 Penalty: 5812.819824
	Iteration 27Q: 3 clusters Score -1.505001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119922 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -15050014.000000 Penalty: 5812.819824
	Iteration 28Q: 3 clusters Score -1.505001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119927 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -15050019.000000 Penalty: 5812.819824
	Iteration 29Q: 3 clusters Score -1.505002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119932 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -15050032.000000 Penalty: 5812.819824
	Iteration 30Q: 3 clusters Score -1.505003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119934 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -15050034.000000 Penalty: 5812.819824
	Iteration 31Q: 3 clusters Score -1.505003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119935 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -15050040.000000 Penalty: 5812.819824
	Iteration 32Q: 3 clusters Score -1.505004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119936 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -15050039.000000 Penalty: 5812.819824
	Iteration 33Q: 3 clusters Score -1.505004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119939 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -15050046.000000 Penalty: 5812.819824
	Iteration 34Q: 3 clusters Score -1.505005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119939 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -15050053.000000 Penalty: 5812.819824
	Iteration 35Q: 3 clusters Score -1.505005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119940 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -15050053.000000 Penalty: 5812.819824
	Iteration 36Q: 3 clusters Score -1.505005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119941 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -15050052.000000 Penalty: 5812.819824
	Iteration 37Q: 3 clusters Score -1.505005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119943 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -15050057.000000 Penalty: 5812.819824
	Iteration 38Q: 3 clusters Score -1.505006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119945 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -15050044.000000 Penalty: 5812.819824
	Iteration 39Q: 3 clusters Score -1.505004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119945 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -15050039.000000 Penalty: 5812.819824
	Iteration 40F: 3 clusters Score -1.505004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119947 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -15050048.000000 Penalty: 5812.819824
	Iteration 41Q: 3 clusters Score -1.505005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119948 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -15050052.000000 Penalty: 5812.819824
	Iteration 42Q: 3 clusters Score -1.505005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119948 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -15050052.000000 Penalty: 5812.819824
	Iteration 43F: 3 clusters Score -1.505005e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -25750.550781 Penalty: 1380.949463
	Iteration 0F: 2 clusters Score -25750.55 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 150 members 
Entering Unmasked Estep 
Score: -24615.875000 Penalty: 2761.898926
	Iteration 0F: 3 clusters Score -24615.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24721.320312 Penalty: 2761.898926
	Iteration 1F: 3 clusters Score -24721.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24752.677734 Penalty: 2761.898926
	Iteration 2Q: 3 clusters Score -24752.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24764.832031 Penalty: 2761.898926
	Iteration 3Q: 3 clusters Score -24764.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24764.832031 Penalty: 2761.898926
	Iteration 4F: 3 clusters Score -24764.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -86917.570312 Penalty: 1646.040039
	Iteration 0F: 2 clusters Score -86917.57 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 386 members 
Entering Unmasked Estep 
Score: -85198.898438 Penalty: 3292.080078
	Iteration 0F: 3 clusters Score -85198.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -85498.835938 Penalty: 3292.080078
	Iteration 1F: 3 clusters Score -85498.84 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -85638.117188 Penalty: 3292.080078
	Iteration 2F: 3 clusters Score -85638.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -85720.117188 Penalty: 3292.080078
	Iteration 3Q: 3 clusters Score -85720.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -85831.914062 Penalty: 3292.080078
	Iteration 4Q: 3 clusters Score -85831.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -85914.343750 Penalty: 3292.080078
	Iteration 5Q: 3 clusters Score -85914.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -86006.757812 Penalty: 3292.080078
	Iteration 6Q: 3 clusters Score -86006.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -86057.882812 Penalty: 3292.080078
	Iteration 7Q: 3 clusters Score -86057.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -86075.859375 Penalty: 3292.080078
	Iteration 8Q: 3 clusters Score -86075.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -86093.851562 Penalty: 3292.080078
	Iteration 9Q: 3 clusters Score -86093.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -86106.039062 Penalty: 3292.080078
	Iteration 10Q: 3 clusters Score -86106.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -86111.484375 Penalty: 3292.080078
	Iteration 11Q: 3 clusters Score -86111.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -86114.765625 Penalty: 3292.080078
	Iteration 12Q: 3 clusters Score -86114.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -86124.023438 Penalty: 3292.080078
	Iteration 13Q: 3 clusters Score -86124.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -86133.171875 Penalty: 3292.080078
	Iteration 14Q: 3 clusters Score -86133.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -86145.585938 Penalty: 3292.080078
	Iteration 15Q: 3 clusters Score -86145.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -86169.179688 Penalty: 3292.080078
	Iteration 16Q: 3 clusters Score -86169.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -86179.304688 Penalty: 3292.080078
	Iteration 17Q: 3 clusters Score -86179.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -86179.851562 Penalty: 3292.080078
	Iteration 18Q: 3 clusters Score -86179.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -86181.195312 Penalty: 3292.080078
	Iteration 19Q: 3 clusters Score -86181.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -86181.195312 Penalty: 3292.080078
	Iteration 20F: 3 clusters Score -86181.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 10819 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20445 members 
Mstep: Class 7 contains 237684 members 
Mstep: Class 8 contains 6031 members 
Mstep: Class 9 contains 44282 members 
Mstep: Class 10 contains 163504 members 
Mstep: Class 11 contains 8794 members 
Mstep: Class 12 contains 64940 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159318 members 
Mstep: Class 15 contains 57441 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2769 members 
Mstep: Class 18 contains 9072 members 
Mstep: Class 19 contains 41925 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160845 members 
Mstep: Class 22 contains 98561 members 
Mstep: Class 23 contains 30644 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122933 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459776.000000 Penalty: 97929.023438
Iteration 119Q: 29 clusters Score -1.584598e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 640 members 
Mstep: Class 3 contains 10822 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20448 members 
Mstep: Class 7 contains 237683 members 
Mstep: Class 8 contains 6025 members 
Mstep: Class 9 contains 44285 members 
Mstep: Class 10 contains 163543 members 
Mstep: Class 11 contains 8799 members 
Mstep: Class 12 contains 64936 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159284 members 
Mstep: Class 15 contains 57439 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2769 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 41924 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160846 members 
Mstep: Class 22 contains 98561 members 
Mstep: Class 23 contains 30646 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122932 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459760.000000 Penalty: 97929.023438
Iteration 120F: 29 clusters Score -1.584598e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10825 members 
Mstep: Class 4 contains 20023 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20451 members 
Mstep: Class 7 contains 237680 members 
Mstep: Class 8 contains 6016 members 
Mstep: Class 9 contains 44283 members 
Mstep: Class 10 contains 163591 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 64931 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159252 members 
Mstep: Class 15 contains 57442 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2769 members 
Mstep: Class 18 contains 9074 members 
Mstep: Class 19 contains 41922 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160848 members 
Mstep: Class 22 contains 98563 members 
Mstep: Class 23 contains 30646 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122925 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459744.000000 Penalty: 97929.023438
Iteration 121Q: 29 clusters Score -1.584597e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10828 members 
Mstep: Class 4 contains 20021 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20453 members 
Mstep: Class 7 contains 237674 members 
Mstep: Class 8 contains 6016 members 
Mstep: Class 9 contains 44283 members 
Mstep: Class 10 contains 163613 members 
Mstep: Class 11 contains 8799 members 
Mstep: Class 12 contains 64929 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159235 members 
Mstep: Class 15 contains 57444 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2769 members 
Mstep: Class 18 contains 9077 members 
Mstep: Class 19 contains 41914 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160851 members 
Mstep: Class 22 contains 98563 members 
Mstep: Class 23 contains 30646 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122926 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459696.000000 Penalty: 97929.023438
Iteration 122Q: 29 clusters Score -1.584597e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10834 members 
Mstep: Class 4 contains 20021 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20453 members 
Mstep: Class 7 contains 237676 members 
Mstep: Class 8 contains 6014 members 
Mstep: Class 9 contains 44284 members 
Mstep: Class 10 contains 163623 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 64925 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159231 members 
Mstep: Class 15 contains 57443 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2769 members 
Mstep: Class 18 contains 9076 members 
Mstep: Class 19 contains 41911 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160851 members 
Mstep: Class 22 contains 98563 members 
Mstep: Class 23 contains 30646 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122928 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459776.000000 Penalty: 97929.023438
Iteration 123Q: 29 clusters Score -1.584598e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10838 members 
Mstep: Class 4 contains 20021 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20452 members 
Mstep: Class 7 contains 237677 members 
Mstep: Class 8 contains 6008 members 
Mstep: Class 9 contains 44285 members 
Mstep: Class 10 contains 163642 members 
Mstep: Class 11 contains 8799 members 
Mstep: Class 12 contains 64920 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159221 members 
Mstep: Class 15 contains 57445 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2769 members 
Mstep: Class 18 contains 9076 members 
Mstep: Class 19 contains 41907 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160852 members 
Mstep: Class 22 contains 98563 members 
Mstep: Class 23 contains 30646 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122930 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459856.000000 Penalty: 97929.023438
Iteration 124Q: 29 clusters Score -1.584599e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10840 members 
Mstep: Class 4 contains 20020 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20448 members 
Mstep: Class 7 contains 237679 members 
Mstep: Class 8 contains 6005 members 
Mstep: Class 9 contains 44281 members 
Mstep: Class 10 contains 163655 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 64913 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159221 members 
Mstep: Class 15 contains 57443 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2769 members 
Mstep: Class 18 contains 9079 members 
Mstep: Class 19 contains 41901 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160856 members 
Mstep: Class 22 contains 98564 members 
Mstep: Class 23 contains 30647 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122933 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459936.000000 Penalty: 97929.023438
Iteration 125Q: 29 clusters Score -1.584599e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10844 members 
Mstep: Class 4 contains 20020 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20446 members 
Mstep: Class 7 contains 237677 members 
Mstep: Class 8 contains 5995 members 
Mstep: Class 9 contains 44282 members 
Mstep: Class 10 contains 163671 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 64907 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159213 members 
Mstep: Class 15 contains 57445 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2769 members 
Mstep: Class 18 contains 9077 members 
Mstep: Class 19 contains 41900 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160860 members 
Mstep: Class 22 contains 98563 members 
Mstep: Class 23 contains 30648 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122935 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460208.000000 Penalty: 97929.023438
Iteration 126Q: 29 clusters Score -1.584602e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10849 members 
Mstep: Class 4 contains 20018 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 7 contains 237674 members 
Mstep: Class 8 contains 5991 members 
Mstep: Class 9 contains 44287 members 
Mstep: Class 10 contains 163684 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 64902 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159207 members 
Mstep: Class 15 contains 57446 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2769 members 
Mstep: Class 18 contains 9076 members 
Mstep: Class 19 contains 41897 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160861 members 
Mstep: Class 22 contains 98562 members 
Mstep: Class 23 contains 30649 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122936 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460128.000000 Penalty: 97929.023438
Iteration 127Q: 29 clusters Score -1.584601e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10853 members 
Mstep: Class 4 contains 20016 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 7 contains 237673 members 
Mstep: Class 8 contains 5986 members 
Mstep: Class 9 contains 44288 members 
Mstep: Class 10 contains 163696 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 64899 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159202 members 
Mstep: Class 15 contains 57445 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2769 members 
Mstep: Class 18 contains 9074 members 
Mstep: Class 19 contains 41898 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160866 members 
Mstep: Class 22 contains 98561 members 
Mstep: Class 23 contains 30650 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122931 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460272.000000 Penalty: 97929.023438
Iteration 128Q: 29 clusters Score -1.584603e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10850 members 
Mstep: Class 4 contains 20015 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20449 members 
Mstep: Class 7 contains 237673 members 
Mstep: Class 8 contains 5981 members 
Mstep: Class 9 contains 44290 members 
Mstep: Class 10 contains 163716 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 64897 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159191 members 
Mstep: Class 15 contains 57446 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2769 members 
Mstep: Class 18 contains 9074 members 
Mstep: Class 19 contains 41894 members 
Mstep: Class 20 contains 37725 members 
Mstep: Class 21 contains 160868 members 
Mstep: Class 22 contains 98560 members 
Mstep: Class 23 contains 30650 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122934 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460288.000000 Penalty: 97929.023438
Iteration 129Q: 29 clusters Score -1.584603e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10849 members 
Mstep: Class 4 contains 20017 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20449 members 
Mstep: Class 7 contains 237668 members 
Mstep: Class 8 contains 5979 members 
Mstep: Class 9 contains 44295 members 
Mstep: Class 10 contains 163730 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 64895 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159184 members 
Mstep: Class 15 contains 57445 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2770 members 
Mstep: Class 18 contains 9074 members 
Mstep: Class 19 contains 41892 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 160867 members 
Mstep: Class 22 contains 98559 members 
Mstep: Class 23 contains 30651 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122931 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460256.000000 Penalty: 97929.023438
Iteration 130Q: 29 clusters Score -1.584603e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10849 members 
Mstep: Class 4 contains 20020 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20449 members 
Mstep: Class 7 contains 237663 members 
Mstep: Class 8 contains 5973 members 
Mstep: Class 9 contains 44297 members 
Mstep: Class 10 contains 163731 members 
Mstep: Class 11 contains 8803 members 
Mstep: Class 12 contains 64892 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159185 members 
Mstep: Class 15 contains 57445 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2770 members 
Mstep: Class 18 contains 9074 members 
Mstep: Class 19 contains 41893 members 
Mstep: Class 20 contains 37723 members 
Mstep: Class 21 contains 160870 members 
Mstep: Class 22 contains 98559 members 
Mstep: Class 23 contains 30652 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122933 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460336.000000 Penalty: 97929.023438
Iteration 131Q: 29 clusters Score -1.584603e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10848 members 
Mstep: Class 4 contains 20023 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20450 members 
Mstep: Class 7 contains 237657 members 
Mstep: Class 8 contains 5976 members 
Mstep: Class 9 contains 44300 members 
Mstep: Class 10 contains 163738 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64890 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159176 members 
Mstep: Class 15 contains 57443 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2771 members 
Mstep: Class 18 contains 9074 members 
Mstep: Class 19 contains 41895 members 
Mstep: Class 20 contains 37723 members 
Mstep: Class 21 contains 160872 members 
Mstep: Class 22 contains 98557 members 
Mstep: Class 23 contains 30652 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122930 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460512.000000 Penalty: 97929.023438
Iteration 132Q: 29 clusters Score -1.584605e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10847 members 
Mstep: Class 4 contains 20023 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20451 members 
Mstep: Class 7 contains 237655 members 
Mstep: Class 8 contains 5974 members 
Mstep: Class 9 contains 44305 members 
Mstep: Class 10 contains 163750 members 
Mstep: Class 11 contains 8803 members 
Mstep: Class 12 contains 64891 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159167 members 
Mstep: Class 15 contains 57442 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2771 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 41894 members 
Mstep: Class 20 contains 37723 members 
Mstep: Class 21 contains 160865 members 
Mstep: Class 22 contains 98557 members 
Mstep: Class 23 contains 30652 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122933 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460384.000000 Penalty: 97929.023438
Iteration 133Q: 29 clusters Score -1.584604e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10847 members 
Mstep: Class 4 contains 20024 members 
Mstep: Class 5 contains 9586 members 
Mstep: Class 6 contains 20451 members 
Mstep: Class 7 contains 237657 members 
Mstep: Class 8 contains 5964 members 
Mstep: Class 9 contains 44307 members 
Mstep: Class 10 contains 163764 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 64891 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159158 members 
Mstep: Class 15 contains 57442 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2771 members 
Mstep: Class 18 contains 9076 members 
Mstep: Class 19 contains 41892 members 
Mstep: Class 20 contains 37722 members 
Mstep: Class 21 contains 160864 members 
Mstep: Class 22 contains 98555 members 
Mstep: Class 23 contains 30652 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122935 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460416.000000 Penalty: 97929.023438
Iteration 134Q: 29 clusters Score -1.584604e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10847 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 9588 members 
Mstep: Class 6 contains 20450 members 
Mstep: Class 7 contains 237654 members 
Mstep: Class 8 contains 5957 members 
Mstep: Class 9 contains 44302 members 
Mstep: Class 10 contains 163783 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64890 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159153 members 
Mstep: Class 15 contains 57443 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2771 members 
Mstep: Class 18 contains 9076 members 
Mstep: Class 19 contains 41889 members 
Mstep: Class 20 contains 37723 members 
Mstep: Class 21 contains 160863 members 
Mstep: Class 22 contains 98556 members 
Mstep: Class 23 contains 30652 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122934 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460352.000000 Penalty: 97929.023438
Iteration 135Q: 29 clusters Score -1.584604e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10846 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 9587 members 
Mstep: Class 6 contains 20452 members 
Mstep: Class 7 contains 237654 members 
Mstep: Class 8 contains 5948 members 
Mstep: Class 9 contains 44304 members 
Mstep: Class 10 contains 163804 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 64888 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159138 members 
Mstep: Class 15 contains 57443 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2771 members 
Mstep: Class 18 contains 9076 members 
Mstep: Class 19 contains 41891 members 
Mstep: Class 20 contains 37723 members 
Mstep: Class 21 contains 160862 members 
Mstep: Class 22 contains 98557 members 
Mstep: Class 23 contains 30652 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122933 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460272.000000 Penalty: 97929.023438
Iteration 136Q: 29 clusters Score -1.584603e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10847 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20452 members 
Mstep: Class 7 contains 237652 members 
Mstep: Class 8 contains 5942 members 
Mstep: Class 9 contains 44302 members 
Mstep: Class 10 contains 163834 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 64886 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159125 members 
Mstep: Class 15 contains 57443 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2771 members 
Mstep: Class 18 contains 9076 members 
Mstep: Class 19 contains 41892 members 
Mstep: Class 20 contains 37723 members 
Mstep: Class 21 contains 160857 members 
Mstep: Class 22 contains 98557 members 
Mstep: Class 23 contains 30652 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122933 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460272.000000 Penalty: 97929.023438
Iteration 137Q: 29 clusters Score -1.584603e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10848 members 
Mstep: Class 4 contains 20026 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20452 members 
Mstep: Class 7 contains 237651 members 
Mstep: Class 8 contains 5934 members 
Mstep: Class 9 contains 44302 members 
Mstep: Class 10 contains 163853 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 64886 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159116 members 
Mstep: Class 15 contains 57439 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2771 members 
Mstep: Class 18 contains 9076 members 
Mstep: Class 19 contains 41893 members 
Mstep: Class 20 contains 37723 members 
Mstep: Class 21 contains 160855 members 
Mstep: Class 22 contains 98557 members 
Mstep: Class 23 contains 30653 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122937 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460464.000000 Penalty: 97929.023438
Iteration 138Q: 29 clusters Score -1.584605e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10848 members 
Mstep: Class 4 contains 20025 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20450 members 
Mstep: Class 7 contains 237650 members 
Mstep: Class 8 contains 5927 members 
Mstep: Class 9 contains 44303 members 
Mstep: Class 10 contains 163867 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 64886 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159111 members 
Mstep: Class 15 contains 57437 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2771 members 
Mstep: Class 18 contains 9074 members 
Mstep: Class 19 contains 41894 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 160853 members 
Mstep: Class 22 contains 98557 members 
Mstep: Class 23 contains 30655 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122939 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460288.000000 Penalty: 97929.023438
Iteration 139Q: 29 clusters Score -1.584603e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10849 members 
Mstep: Class 4 contains 20024 members 
Mstep: Class 5 contains 9586 members 
Mstep: Class 6 contains 20449 members 
Mstep: Class 7 contains 237650 members 
Mstep: Class 8 contains 5922 members 
Mstep: Class 9 contains 44299 members 
Mstep: Class 10 contains 163894 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 64886 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159096 members 
Mstep: Class 15 contains 57436 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2771 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 41896 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 160852 members 
Mstep: Class 22 contains 98556 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122936 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460272.000000 Penalty: 97929.023438
Iteration 140F: 29 clusters Score -1.584603e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10850 members 
Mstep: Class 4 contains 20022 members 
Mstep: Class 5 contains 9586 members 
Mstep: Class 6 contains 20450 members 
Mstep: Class 7 contains 237648 members 
Mstep: Class 8 contains 5920 members 
Mstep: Class 9 contains 44296 members 
Mstep: Class 10 contains 163931 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 64886 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159081 members 
Mstep: Class 15 contains 57434 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2771 members 
Mstep: Class 18 contains 9069 members 
Mstep: Class 19 contains 41893 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 160848 members 
Mstep: Class 22 contains 98556 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122933 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460272.000000 Penalty: 97929.023438
Iteration 141Q: 29 clusters Score -1.584603e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10852 members 
Mstep: Class 4 contains 20021 members 
Mstep: Class 5 contains 9586 members 
Mstep: Class 6 contains 20450 members 
Mstep: Class 7 contains 237651 members 
Mstep: Class 8 contains 5915 members 
Mstep: Class 9 contains 44290 members 
Mstep: Class 10 contains 163968 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 64887 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159053 members 
Mstep: Class 15 contains 57434 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2771 members 
Mstep: Class 18 contains 9068 members 
Mstep: Class 19 contains 41891 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 160849 members 
Mstep: Class 22 contains 98556 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122932 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460272.000000 Penalty: 97929.023438
Iteration 142Q: 29 clusters Score -1.584603e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10854 members 
Mstep: Class 4 contains 20019 members 
Mstep: Class 5 contains 9587 members 
Mstep: Class 6 contains 20450 members 
Mstep: Class 7 contains 237651 members 
Mstep: Class 8 contains 5912 members 
Mstep: Class 9 contains 44295 members 
Mstep: Class 10 contains 163988 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 64882 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159041 members 
Mstep: Class 15 contains 57431 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 41888 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 160848 members 
Mstep: Class 22 contains 98556 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122933 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460064.000000 Penalty: 97929.023438
Iteration 143Q: 29 clusters Score -1.584601e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10858 members 
Mstep: Class 4 contains 20020 members 
Mstep: Class 5 contains 9588 members 
Mstep: Class 6 contains 20450 members 
Mstep: Class 7 contains 237651 members 
Mstep: Class 8 contains 5914 members 
Mstep: Class 9 contains 44293 members 
Mstep: Class 10 contains 163995 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 64881 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159029 members 
Mstep: Class 15 contains 57429 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9066 members 
Mstep: Class 19 contains 41891 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 160846 members 
Mstep: Class 22 contains 98556 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122935 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460096.000000 Penalty: 97929.023438
Iteration 144Q: 29 clusters Score -1.584601e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10858 members 
Mstep: Class 4 contains 20020 members 
Mstep: Class 5 contains 9588 members 
Mstep: Class 6 contains 20449 members 
Mstep: Class 7 contains 237648 members 
Mstep: Class 8 contains 5917 members 
Mstep: Class 9 contains 44292 members 
Mstep: Class 10 contains 164010 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 64880 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 159015 members 
Mstep: Class 15 contains 57429 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9066 members 
Mstep: Class 19 contains 41895 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 160846 members 
Mstep: Class 22 contains 98556 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122933 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460032.000000 Penalty: 97929.023438
Iteration 145Q: 29 clusters Score -1.5846e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10859 members 
Mstep: Class 4 contains 20021 members 
Mstep: Class 5 contains 9589 members 
Mstep: Class 6 contains 20448 members 
Mstep: Class 7 contains 237647 members 
Mstep: Class 8 contains 5918 members 
Mstep: Class 9 contains 44284 members 
Mstep: Class 10 contains 164032 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 64881 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158997 members 
Mstep: Class 15 contains 57428 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9066 members 
Mstep: Class 19 contains 41891 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 160854 members 
Mstep: Class 22 contains 98555 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122932 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459968.000000 Penalty: 97929.023438
Iteration 146Q: 29 clusters Score -1.5846e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10860 members 
Mstep: Class 4 contains 20024 members 
Mstep: Class 5 contains 9590 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 7 contains 237646 members 
Mstep: Class 8 contains 5920 members 
Mstep: Class 9 contains 44277 members 
Mstep: Class 10 contains 164044 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 64880 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158984 members 
Mstep: Class 15 contains 57429 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9066 members 
Mstep: Class 19 contains 41889 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 160858 members 
Mstep: Class 22 contains 98553 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122935 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459952.000000 Penalty: 97929.023438
Iteration 147Q: 29 clusters Score -1.5846e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10861 members 
Mstep: Class 4 contains 20025 members 
Mstep: Class 5 contains 9590 members 
Mstep: Class 6 contains 20445 members 
Mstep: Class 7 contains 237645 members 
Mstep: Class 8 contains 5914 members 
Mstep: Class 9 contains 44277 members 
Mstep: Class 10 contains 164061 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 64878 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158972 members 
Mstep: Class 15 contains 57429 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9066 members 
Mstep: Class 19 contains 41890 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 160860 members 
Mstep: Class 22 contains 98553 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122937 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460032.000000 Penalty: 97929.023438
Iteration 148Q: 29 clusters Score -1.5846e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10861 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 9590 members 
Mstep: Class 6 contains 20443 members 
Mstep: Class 7 contains 237642 members 
Mstep: Class 8 contains 5912 members 
Mstep: Class 9 contains 44273 members 
Mstep: Class 10 contains 164075 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 64879 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158969 members 
Mstep: Class 15 contains 57428 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9066 members 
Mstep: Class 19 contains 41887 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 160867 members 
Mstep: Class 22 contains 98551 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122934 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460064.000000 Penalty: 97929.023438
Iteration 149Q: 29 clusters Score -1.584601e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10862 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 9590 members 
Mstep: Class 6 contains 20443 members 
Mstep: Class 7 contains 237643 members 
Mstep: Class 8 contains 5906 members 
Mstep: Class 9 contains 44269 members 
Mstep: Class 10 contains 164081 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 64877 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158963 members 
Mstep: Class 15 contains 57428 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9066 members 
Mstep: Class 19 contains 41889 members 
Mstep: Class 20 contains 37725 members 
Mstep: Class 21 contains 160870 members 
Mstep: Class 22 contains 98551 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122936 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460048.000000 Penalty: 97929.023438
Iteration 150Q: 29 clusters Score -1.5846e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10865 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 9590 members 
Mstep: Class 6 contains 20443 members 
Mstep: Class 7 contains 237641 members 
Mstep: Class 8 contains 5901 members 
Mstep: Class 9 contains 44266 members 
Mstep: Class 10 contains 164093 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 64875 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158955 members 
Mstep: Class 15 contains 57425 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 41891 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160870 members 
Mstep: Class 22 contains 98551 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 122941 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460016.000000 Penalty: 97929.023438
Iteration 151Q: 29 clusters Score -1.5846e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10869 members 
Mstep: Class 4 contains 20034 members 
Mstep: Class 5 contains 9590 members 
Mstep: Class 6 contains 20445 members 
Mstep: Class 7 contains 237647 members 
Mstep: Class 8 contains 5901 members 
Mstep: Class 9 contains 44259 members 
Mstep: Class 10 contains 164102 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 64874 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158946 members 
Mstep: Class 15 contains 57423 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 41887 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160869 members 
Mstep: Class 22 contains 98551 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122941 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459984.000000 Penalty: 97929.023438
Iteration 152Q: 29 clusters Score -1.5846e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10870 members 
Mstep: Class 4 contains 20038 members 
Mstep: Class 5 contains 9589 members 
Mstep: Class 6 contains 20445 members 
Mstep: Class 7 contains 237650 members 
Mstep: Class 8 contains 5899 members 
Mstep: Class 9 contains 44257 members 
Mstep: Class 10 contains 164114 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 64872 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158934 members 
Mstep: Class 15 contains 57422 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9066 members 
Mstep: Class 19 contains 41887 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160871 members 
Mstep: Class 22 contains 98551 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122940 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459968.000000 Penalty: 97929.023438
Iteration 153Q: 29 clusters Score -1.5846e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10874 members 
Mstep: Class 4 contains 20040 members 
Mstep: Class 5 contains 9588 members 
Mstep: Class 6 contains 20445 members 
Mstep: Class 7 contains 237647 members 
Mstep: Class 8 contains 5901 members 
Mstep: Class 9 contains 44254 members 
Mstep: Class 10 contains 164120 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 64871 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158931 members 
Mstep: Class 15 contains 57421 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9066 members 
Mstep: Class 19 contains 41885 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160872 members 
Mstep: Class 22 contains 98550 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122940 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459936.000000 Penalty: 97929.023438
Iteration 154Q: 29 clusters Score -1.584599e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10877 members 
Mstep: Class 4 contains 20040 members 
Mstep: Class 5 contains 9587 members 
Mstep: Class 6 contains 20446 members 
Mstep: Class 7 contains 237646 members 
Mstep: Class 8 contains 5897 members 
Mstep: Class 9 contains 44254 members 
Mstep: Class 10 contains 164130 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 64870 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158928 members 
Mstep: Class 15 contains 57420 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9065 members 
Mstep: Class 19 contains 41880 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160872 members 
Mstep: Class 22 contains 98550 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122945 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459952.000000 Penalty: 97929.023438
Iteration 155Q: 29 clusters Score -1.5846e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10879 members 
Mstep: Class 4 contains 20043 members 
Mstep: Class 5 contains 9587 members 
Mstep: Class 6 contains 20448 members 
Mstep: Class 7 contains 237646 members 
Mstep: Class 8 contains 5894 members 
Mstep: Class 9 contains 44255 members 
Mstep: Class 10 contains 164132 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 64871 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158924 members 
Mstep: Class 15 contains 57419 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9065 members 
Mstep: Class 19 contains 41879 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160872 members 
Mstep: Class 22 contains 98551 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122944 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459920.000000 Penalty: 97929.023438
Iteration 156Q: 29 clusters Score -1.584599e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10879 members 
Mstep: Class 4 contains 20045 members 
Mstep: Class 5 contains 9587 members 
Mstep: Class 6 contains 20448 members 
Mstep: Class 7 contains 237645 members 
Mstep: Class 8 contains 5892 members 
Mstep: Class 9 contains 44256 members 
Mstep: Class 10 contains 164132 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 64871 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158926 members 
Mstep: Class 15 contains 57417 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9065 members 
Mstep: Class 19 contains 41876 members 
Mstep: Class 20 contains 37729 members 
Mstep: Class 21 contains 160872 members 
Mstep: Class 22 contains 98551 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122949 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459984.000000 Penalty: 97929.023438
Iteration 157Q: 29 clusters Score -1.5846e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10881 members 
Mstep: Class 4 contains 20049 members 
Mstep: Class 5 contains 9587 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 7 contains 237645 members 
Mstep: Class 8 contains 5891 members 
Mstep: Class 9 contains 44255 members 
Mstep: Class 10 contains 164134 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 64871 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158925 members 
Mstep: Class 15 contains 57417 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9065 members 
Mstep: Class 19 contains 41871 members 
Mstep: Class 20 contains 37729 members 
Mstep: Class 21 contains 160874 members 
Mstep: Class 22 contains 98551 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122951 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459904.000000 Penalty: 97929.023438
Iteration 158Q: 29 clusters Score -1.584599e+08 nChanged 36
Entering ConstructFrom: 
Score: -158459904.000000 Penalty: 97929.023438
Entering ConstructFrom: 
Trying to split cluster 1 (12018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Entering Unmasked Estep 
Score: -1411583.375000 Penalty: 2329.751953
	Iteration 0F: 2 clusters Score -1411583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1402590.875000 Penalty: 4659.503906
	Iteration 0F: 3 clusters Score -1402591 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1405199.375000 Penalty: 4659.503906
	Iteration 1F: 3 clusters Score -1405199 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1405590.625000 Penalty: 4659.503906
	Iteration 2F: 3 clusters Score -1405591 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1406034.250000 Penalty: 4659.503906
	Iteration 3F: 3 clusters Score -1406034 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1406518.750000 Penalty: 4659.503906
	Iteration 4F: 3 clusters Score -1406519 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1406984.250000 Penalty: 4659.503906
	Iteration 5F: 3 clusters Score -1406984 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1407381.500000 Penalty: 4659.503906
	Iteration 6F: 3 clusters Score -1407382 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1407687.750000 Penalty: 4659.503906
	Iteration 7Q: 3 clusters Score -1407688 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1407900.750000 Penalty: 4659.503906
	Iteration 8Q: 3 clusters Score -1407901 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1408067.875000 Penalty: 4659.503906
	Iteration 9Q: 3 clusters Score -1408068 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1408196.750000 Penalty: 4659.503906
	Iteration 10Q: 3 clusters Score -1408197 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1408312.375000 Penalty: 4659.503906
	Iteration 11Q: 3 clusters Score -1408312 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1408409.000000 Penalty: 4659.503906
	Iteration 12Q: 3 clusters Score -1408409 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1408479.125000 Penalty: 4659.503906
	Iteration 13Q: 3 clusters Score -1408479 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1408546.000000 Penalty: 4659.503906
	Iteration 14Q: 3 clusters Score -1408546 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1408624.500000 Penalty: 4659.503906
	Iteration 15Q: 3 clusters Score -1408624 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1408705.250000 Penalty: 4659.503906
	Iteration 16Q: 3 clusters Score -1408705 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1408806.000000 Penalty: 4659.503906
	Iteration 17Q: 3 clusters Score -1408806 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1408913.625000 Penalty: 4659.503906
	Iteration 18Q: 3 clusters Score -1408914 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1409043.250000 Penalty: 4659.503906
	Iteration 19Q: 3 clusters Score -1409043 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1409213.500000 Penalty: 4659.503906
	Iteration 20F: 3 clusters Score -1409214 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1409466.000000 Penalty: 4659.503906
	Iteration 21Q: 3 clusters Score -1409466 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1409740.500000 Penalty: 4659.503906
	Iteration 22Q: 3 clusters Score -1409740 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1410092.625000 Penalty: 4659.503906
	Iteration 23Q: 3 clusters Score -1410093 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1410447.000000 Penalty: 4659.503906
	Iteration 24Q: 3 clusters Score -1410447 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1410794.625000 Penalty: 4659.503906
	Iteration 25Q: 3 clusters Score -1410795 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1411141.500000 Penalty: 4659.503906
	Iteration 26Q: 3 clusters Score -1411142 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1411401.625000 Penalty: 4659.503906
	Iteration 27Q: 3 clusters Score -1411402 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1411600.375000 Penalty: 4659.503906
	Iteration 28Q: 3 clusters Score -1411600 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1411727.125000 Penalty: 4659.503906
	Iteration 29Q: 3 clusters Score -1411727 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1411802.625000 Penalty: 4659.503906
	Iteration 30Q: 3 clusters Score -1411803 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1411844.625000 Penalty: 4659.503906
	Iteration 31Q: 3 clusters Score -1411845 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1411870.875000 Penalty: 4659.503906
	Iteration 32Q: 3 clusters Score -1411871 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1411886.750000 Penalty: 4659.503906
	Iteration 33Q: 3 clusters Score -1411887 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1411892.625000 Penalty: 4659.503906
	Iteration 34Q: 3 clusters Score -1411893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1411890.500000 Penalty: 4659.503906
	Iteration 35Q: 3 clusters Score -1411890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1411892.125000 Penalty: 4659.503906
	Iteration 36Q: 3 clusters Score -1411892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1411892.375000 Penalty: 4659.503906
	Iteration 37Q: 3 clusters Score -1411892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1411893.500000 Penalty: 4659.503906
	Iteration 38Q: 3 clusters Score -1411894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1411893.750000 Penalty: 4659.503906
	Iteration 39Q: 3 clusters Score -1411894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1411895.375000 Penalty: 4659.503906
	Iteration 40F: 3 clusters Score -1411895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1411896.000000 Penalty: 4659.503906
	Iteration 41Q: 3 clusters Score -1411896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1411896.000000 Penalty: 4659.503906
	Iteration 42F: 3 clusters Score -1411896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10883 members 
Mstep: Class 4 contains 20049 members 
Mstep: Class 5 contains 9587 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 7 contains 237643 members 
Mstep: Class 8 contains 5891 members 
Mstep: Class 9 contains 44252 members 
Mstep: Class 10 contains 164133 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 64871 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158929 members 
Mstep: Class 15 contains 57415 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9064 members 
Mstep: Class 19 contains 41873 members 
Mstep: Class 20 contains 37730 members 
Mstep: Class 21 contains 160876 members 
Mstep: Class 22 contains 98551 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122951 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 8606 members 
Entering Unmasked Estep 
Score: -158459360.000000 Penalty: 101426.492188
Splitting cluster 1 changes total score from -158459904.000000 to -158459360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -68378.703125 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -68378.7 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 322 members 
Entering Unmasked Estep 
Score: -66756.421875 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -66756.42 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67023.773438 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -67023.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -67111.156250 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -67111.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -67141.796875 Penalty: 3205.662598
	Iteration 3Q: 3 clusters Score -67141.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -67158.414062 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -67158.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67170.437500 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -67170.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67172.453125 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -67172.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67174.617188 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -67174.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -67177.867188 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -67177.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67180.218750 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -67180.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67181.750000 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -67181.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -67184.937500 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -67184.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -67186.570312 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -67186.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -67187.539062 Penalty: 3205.662598
	Iteration 13Q: 3 clusters Score -67187.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -67188.539062 Penalty: 3205.662598
	Iteration 14Q: 3 clusters Score -67188.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -67190.765625 Penalty: 3205.662598
	Iteration 15Q: 3 clusters Score -67190.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -67191.968750 Penalty: 3205.662598
	Iteration 16Q: 3 clusters Score -67191.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -67191.968750 Penalty: 3205.662598
	Iteration 17F: 3 clusters Score -67191.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Entering Unmasked Estep 
Score: -1305896.250000 Penalty: 2305.149414
	Iteration 0F: 2 clusters Score -1305896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1297660.375000 Penalty: 4610.298828
	Iteration 0F: 3 clusters Score -1297660 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1300208.000000 Penalty: 4610.298828
	Iteration 1F: 3 clusters Score -1300208 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1300640.000000 Penalty: 4610.298828
	Iteration 2F: 3 clusters Score -1300640 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1301061.625000 Penalty: 4610.298828
	Iteration 3F: 3 clusters Score -1301062 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1301491.625000 Penalty: 4610.298828
	Iteration 4F: 3 clusters Score -1301492 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1301914.750000 Penalty: 4610.298828
	Iteration 5F: 3 clusters Score -1301915 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1302365.375000 Penalty: 4610.298828
	Iteration 6F: 3 clusters Score -1302365 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1302744.000000 Penalty: 4610.298828
	Iteration 7F: 3 clusters Score -1302744 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1303051.500000 Penalty: 4610.298828
	Iteration 8Q: 3 clusters Score -1303052 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1303276.875000 Penalty: 4610.298828
	Iteration 9Q: 3 clusters Score -1303277 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1303425.000000 Penalty: 4610.298828
	Iteration 10Q: 3 clusters Score -1303425 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1303544.375000 Penalty: 4610.298828
	Iteration 11Q: 3 clusters Score -1303544 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1303622.375000 Penalty: 4610.298828
	Iteration 12Q: 3 clusters Score -1303622 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1303688.750000 Penalty: 4610.298828
	Iteration 13Q: 3 clusters Score -1303689 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1303736.875000 Penalty: 4610.298828
	Iteration 14Q: 3 clusters Score -1303737 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1303773.875000 Penalty: 4610.298828
	Iteration 15Q: 3 clusters Score -1303774 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1303814.375000 Penalty: 4610.298828
	Iteration 16Q: 3 clusters Score -1303814 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1303846.375000 Penalty: 4610.298828
	Iteration 17Q: 3 clusters Score -1303846 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1303867.000000 Penalty: 4610.298828
	Iteration 18Q: 3 clusters Score -1303867 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1303879.250000 Penalty: 4610.298828
	Iteration 19Q: 3 clusters Score -1303879 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1303896.625000 Penalty: 4610.298828
	Iteration 20F: 3 clusters Score -1303897 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1303904.500000 Penalty: 4610.298828
	Iteration 21Q: 3 clusters Score -1303904 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1303913.625000 Penalty: 4610.298828
	Iteration 22Q: 3 clusters Score -1303914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1303925.750000 Penalty: 4610.298828
	Iteration 23Q: 3 clusters Score -1303926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1303935.375000 Penalty: 4610.298828
	Iteration 24Q: 3 clusters Score -1303935 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1303950.250000 Penalty: 4610.298828
	Iteration 25Q: 3 clusters Score -1303950 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1303962.375000 Penalty: 4610.298828
	Iteration 26Q: 3 clusters Score -1303962 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1303975.000000 Penalty: 4610.298828
	Iteration 27Q: 3 clusters Score -1303975 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1303980.500000 Penalty: 4610.298828
	Iteration 28Q: 3 clusters Score -1303980 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1303995.125000 Penalty: 4610.298828
	Iteration 29Q: 3 clusters Score -1303995 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1304004.625000 Penalty: 4610.298828
	Iteration 30Q: 3 clusters Score -1304005 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1304021.500000 Penalty: 4610.298828
	Iteration 31Q: 3 clusters Score -1304022 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1304036.250000 Penalty: 4610.298828
	Iteration 32Q: 3 clusters Score -1304036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1304046.250000 Penalty: 4610.298828
	Iteration 33Q: 3 clusters Score -1304046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1304051.250000 Penalty: 4610.298828
	Iteration 34Q: 3 clusters Score -1304051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1304056.625000 Penalty: 4610.298828
	Iteration 35Q: 3 clusters Score -1304057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1304061.125000 Penalty: 4610.298828
	Iteration 36Q: 3 clusters Score -1304061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1304062.250000 Penalty: 4610.298828
	Iteration 37Q: 3 clusters Score -1304062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1304066.000000 Penalty: 4610.298828
	Iteration 38Q: 3 clusters Score -1304066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1304069.500000 Penalty: 4610.298828
	Iteration 39Q: 3 clusters Score -1304070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1304079.125000 Penalty: 4610.298828
	Iteration 40F: 3 clusters Score -1304079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1304083.500000 Penalty: 4610.298828
	Iteration 41Q: 3 clusters Score -1304084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1304086.000000 Penalty: 4610.298828
	Iteration 42Q: 3 clusters Score -1304086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1304089.250000 Penalty: 4610.298828
	Iteration 43Q: 3 clusters Score -1304089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1304099.875000 Penalty: 4610.298828
	Iteration 44Q: 3 clusters Score -1304100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1304102.875000 Penalty: 4610.298828
	Iteration 45Q: 3 clusters Score -1304103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1304107.000000 Penalty: 4610.298828
	Iteration 46Q: 3 clusters Score -1304107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1304111.750000 Penalty: 4610.298828
	Iteration 47Q: 3 clusters Score -1304112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1304115.125000 Penalty: 4610.298828
	Iteration 48Q: 3 clusters Score -1304115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1304115.750000 Penalty: 4610.298828
	Iteration 49Q: 3 clusters Score -1304116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1304117.375000 Penalty: 4610.298828
	Iteration 50Q: 3 clusters Score -1304117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1304114.375000 Penalty: 4610.298828
	Iteration 51Q: 3 clusters Score -1304114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1304116.375000 Penalty: 4610.298828
	Iteration 52Q: 3 clusters Score -1304116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1304118.000000 Penalty: 4610.298828
	Iteration 53Q: 3 clusters Score -1304118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1304121.500000 Penalty: 4610.298828
	Iteration 54Q: 3 clusters Score -1304122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1304122.375000 Penalty: 4610.298828
	Iteration 55Q: 3 clusters Score -1304122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1304128.375000 Penalty: 4610.298828
	Iteration 56Q: 3 clusters Score -1304128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1304132.250000 Penalty: 4610.298828
	Iteration 57Q: 3 clusters Score -1304132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1304133.750000 Penalty: 4610.298828
	Iteration 58Q: 3 clusters Score -1304134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1304134.500000 Penalty: 4610.298828
	Iteration 59Q: 3 clusters Score -1304134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1304134.625000 Penalty: 4610.298828
	Iteration 60F: 3 clusters Score -1304135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1304135.250000 Penalty: 4610.298828
	Iteration 61Q: 3 clusters Score -1304135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1304135.125000 Penalty: 4610.298828
	Iteration 62Q: 3 clusters Score -1304135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1304135.875000 Penalty: 4610.298828
	Iteration 63Q: 3 clusters Score -1304136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1304135.500000 Penalty: 4610.298828
	Iteration 64Q: 3 clusters Score -1304136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1304138.250000 Penalty: 4610.298828
	Iteration 65Q: 3 clusters Score -1304138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1304137.750000 Penalty: 4610.298828
	Iteration 66Q: 3 clusters Score -1304138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1304138.875000 Penalty: 4610.298828
	Iteration 67Q: 3 clusters Score -1304139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1304141.375000 Penalty: 4610.298828
	Iteration 68Q: 3 clusters Score -1304141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1304141.250000 Penalty: 4610.298828
	Iteration 69Q: 3 clusters Score -1304141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1304141.000000 Penalty: 4610.298828
	Iteration 70Q: 3 clusters Score -1304141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1304141.750000 Penalty: 4610.298828
	Iteration 71Q: 3 clusters Score -1304142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1304141.125000 Penalty: 4610.298828
	Iteration 72Q: 3 clusters Score -1304141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1304141.125000 Penalty: 4610.298828
	Iteration 73Q: 3 clusters Score -1304141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1304143.625000 Penalty: 4610.298828
	Iteration 74Q: 3 clusters Score -1304144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1304146.000000 Penalty: 4610.298828
	Iteration 75Q: 3 clusters Score -1304146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1304145.125000 Penalty: 4610.298828
	Iteration 76Q: 3 clusters Score -1304145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1304146.250000 Penalty: 4610.298828
	Iteration 77Q: 3 clusters Score -1304146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1304146.500000 Penalty: 4610.298828
	Iteration 78Q: 3 clusters Score -1304146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1304146.500000 Penalty: 4610.298828
	Iteration 79F: 3 clusters Score -1304146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Entering Unmasked Estep 
Score: -2308742.500000 Penalty: 2456.671631
	Iteration 0F: 2 clusters Score -2308742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2294616.500000 Penalty: 4913.343262
	Iteration 0F: 3 clusters Score -2294616 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2299497.500000 Penalty: 4913.343262
	Iteration 1F: 3 clusters Score -2299498 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2299957.750000 Penalty: 4913.343262
	Iteration 2F: 3 clusters Score -2299958 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2300389.250000 Penalty: 4913.343262
	Iteration 3Q: 3 clusters Score -2300389 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2300843.000000 Penalty: 4913.343262
	Iteration 4Q: 3 clusters Score -2300843 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2301330.000000 Penalty: 4913.343262
	Iteration 5Q: 3 clusters Score -2301330 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2301835.000000 Penalty: 4913.343262
	Iteration 6Q: 3 clusters Score -2301835 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2302352.500000 Penalty: 4913.343262
	Iteration 7Q: 3 clusters Score -2302352 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2302857.250000 Penalty: 4913.343262
	Iteration 8Q: 3 clusters Score -2302857 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2303316.250000 Penalty: 4913.343262
	Iteration 9Q: 3 clusters Score -2303316 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2303816.000000 Penalty: 4913.343262
	Iteration 10Q: 3 clusters Score -2303816 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2304280.250000 Penalty: 4913.343262
	Iteration 11Q: 3 clusters Score -2304280 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2304672.250000 Penalty: 4913.343262
	Iteration 12Q: 3 clusters Score -2304672 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2305035.750000 Penalty: 4913.343262
	Iteration 13Q: 3 clusters Score -2305036 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2305345.500000 Penalty: 4913.343262
	Iteration 14Q: 3 clusters Score -2305346 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2305632.500000 Penalty: 4913.343262
	Iteration 15Q: 3 clusters Score -2305632 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2305889.500000 Penalty: 4913.343262
	Iteration 16Q: 3 clusters Score -2305890 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2306083.500000 Penalty: 4913.343262
	Iteration 17Q: 3 clusters Score -2306084 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2306241.750000 Penalty: 4913.343262
	Iteration 18Q: 3 clusters Score -2306242 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2306373.750000 Penalty: 4913.343262
	Iteration 19Q: 3 clusters Score -2306374 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2306503.500000 Penalty: 4913.343262
	Iteration 20F: 3 clusters Score -2306504 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2306625.000000 Penalty: 4913.343262
	Iteration 21Q: 3 clusters Score -2306625 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2306715.500000 Penalty: 4913.343262
	Iteration 22Q: 3 clusters Score -2306716 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2306761.000000 Penalty: 4913.343262
	Iteration 23Q: 3 clusters Score -2306761 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2306786.500000 Penalty: 4913.343262
	Iteration 24Q: 3 clusters Score -2306786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2306803.000000 Penalty: 4913.343262
	Iteration 25Q: 3 clusters Score -2306803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2306812.000000 Penalty: 4913.343262
	Iteration 26Q: 3 clusters Score -2306812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2306816.000000 Penalty: 4913.343262
	Iteration 27Q: 3 clusters Score -2306816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2306822.000000 Penalty: 4913.343262
	Iteration 28Q: 3 clusters Score -2306822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2306818.250000 Penalty: 4913.343262
	Iteration 29Q: 3 clusters Score -2306818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2306820.750000 Penalty: 4913.343262
	Iteration 30Q: 3 clusters Score -2306821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2306827.000000 Penalty: 4913.343262
	Iteration 31Q: 3 clusters Score -2306827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2306830.500000 Penalty: 4913.343262
	Iteration 32Q: 3 clusters Score -2306830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2306827.500000 Penalty: 4913.343262
	Iteration 33Q: 3 clusters Score -2306828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2306829.750000 Penalty: 4913.343262
	Iteration 34Q: 3 clusters Score -2306830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2306831.750000 Penalty: 4913.343262
	Iteration 35Q: 3 clusters Score -2306832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2306830.250000 Penalty: 4913.343262
	Iteration 36Q: 3 clusters Score -2306830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2306830.250000 Penalty: 4913.343262
	Iteration 37F: 3 clusters Score -2306830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Entering Unmasked Estep 
Score: -1166358.875000 Penalty: 2273.704590
	Iteration 0F: 2 clusters Score -1166359 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 4792 members 
Entering Unmasked Estep 
Score: -1159052.500000 Penalty: 4547.409180
	Iteration 0F: 3 clusters Score -1159052 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1161121.625000 Penalty: 4547.409180
	Iteration 1F: 3 clusters Score -1161122 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1161436.750000 Penalty: 4547.409180
	Iteration 2F: 3 clusters Score -1161437 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1161673.375000 Penalty: 4547.409180
	Iteration 3F: 3 clusters Score -1161673 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1161868.000000 Penalty: 4547.409180
	Iteration 4Q: 3 clusters Score -1161868 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1162033.125000 Penalty: 4547.409180
	Iteration 5Q: 3 clusters Score -1162033 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1162182.125000 Penalty: 4547.409180
	Iteration 6Q: 3 clusters Score -1162182 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1162303.875000 Penalty: 4547.409180
	Iteration 7Q: 3 clusters Score -1162304 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1162423.625000 Penalty: 4547.409180
	Iteration 8Q: 3 clusters Score -1162424 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1162537.500000 Penalty: 4547.409180
	Iteration 9Q: 3 clusters Score -1162538 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1162656.250000 Penalty: 4547.409180
	Iteration 10Q: 3 clusters Score -1162656 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1162776.625000 Penalty: 4547.409180
	Iteration 11Q: 3 clusters Score -1162777 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1162918.500000 Penalty: 4547.409180
	Iteration 12Q: 3 clusters Score -1162918 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1163055.625000 Penalty: 4547.409180
	Iteration 13Q: 3 clusters Score -1163056 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1163235.125000 Penalty: 4547.409180
	Iteration 14Q: 3 clusters Score -1163235 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1163425.125000 Penalty: 4547.409180
	Iteration 15Q: 3 clusters Score -1163425 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1163596.125000 Penalty: 4547.409180
	Iteration 16Q: 3 clusters Score -1163596 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1163773.250000 Penalty: 4547.409180
	Iteration 17Q: 3 clusters Score -1163773 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1163926.375000 Penalty: 4547.409180
	Iteration 18Q: 3 clusters Score -1163926 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1164067.000000 Penalty: 4547.409180
	Iteration 19Q: 3 clusters Score -1164067 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1164161.375000 Penalty: 4547.409180
	Iteration 20F: 3 clusters Score -1164161 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1164225.500000 Penalty: 4547.409180
	Iteration 21Q: 3 clusters Score -1164226 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1164274.875000 Penalty: 4547.409180
	Iteration 22Q: 3 clusters Score -1164275 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1164313.625000 Penalty: 4547.409180
	Iteration 23Q: 3 clusters Score -1164314 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1164344.500000 Penalty: 4547.409180
	Iteration 24Q: 3 clusters Score -1164344 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1164371.500000 Penalty: 4547.409180
	Iteration 25Q: 3 clusters Score -1164372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1164393.500000 Penalty: 4547.409180
	Iteration 26Q: 3 clusters Score -1164394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1164410.875000 Penalty: 4547.409180
	Iteration 27Q: 3 clusters Score -1164411 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1164422.500000 Penalty: 4547.409180
	Iteration 28Q: 3 clusters Score -1164422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1164433.375000 Penalty: 4547.409180
	Iteration 29Q: 3 clusters Score -1164433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1164441.625000 Penalty: 4547.409180
	Iteration 30Q: 3 clusters Score -1164442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1164452.125000 Penalty: 4547.409180
	Iteration 31Q: 3 clusters Score -1164452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1164462.250000 Penalty: 4547.409180
	Iteration 32Q: 3 clusters Score -1164462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1164475.875000 Penalty: 4547.409180
	Iteration 33Q: 3 clusters Score -1164476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1164479.125000 Penalty: 4547.409180
	Iteration 34Q: 3 clusters Score -1164479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1164482.375000 Penalty: 4547.409180
	Iteration 35Q: 3 clusters Score -1164482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1164483.125000 Penalty: 4547.409180
	Iteration 36Q: 3 clusters Score -1164483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1164484.625000 Penalty: 4547.409180
	Iteration 37Q: 3 clusters Score -1164485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1164486.000000 Penalty: 4547.409180
	Iteration 38Q: 3 clusters Score -1164486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1164489.750000 Penalty: 4547.409180
	Iteration 39Q: 3 clusters Score -1164490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1164492.375000 Penalty: 4547.409180
	Iteration 40F: 3 clusters Score -1164492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1164497.625000 Penalty: 4547.409180
	Iteration 41Q: 3 clusters Score -1164498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1164500.250000 Penalty: 4547.409180
	Iteration 42Q: 3 clusters Score -1164500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1164501.625000 Penalty: 4547.409180
	Iteration 43Q: 3 clusters Score -1164502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1164506.000000 Penalty: 4547.409180
	Iteration 44Q: 3 clusters Score -1164506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1164507.125000 Penalty: 4547.409180
	Iteration 45Q: 3 clusters Score -1164507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1164507.500000 Penalty: 4547.409180
	Iteration 46Q: 3 clusters Score -1164508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1164507.500000 Penalty: 4547.409180
	Iteration 47F: 3 clusters Score -1164508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Entering Unmasked Estep 
Score: -2482669.250000 Penalty: 2461.546631
	Iteration 0F: 2 clusters Score -2482669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2468396.750000 Penalty: 4923.093262
	Iteration 0F: 3 clusters Score -2468397 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2473465.000000 Penalty: 4923.093262
	Iteration 1F: 3 clusters Score -2473465 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2474047.500000 Penalty: 4923.093262
	Iteration 2F: 3 clusters Score -2474048 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2474577.750000 Penalty: 4923.093262
	Iteration 3F: 3 clusters Score -2474578 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2475058.500000 Penalty: 4923.093262
	Iteration 4F: 3 clusters Score -2475058 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2475496.250000 Penalty: 4923.093262
	Iteration 5Q: 3 clusters Score -2475496 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2475888.750000 Penalty: 4923.093262
	Iteration 6Q: 3 clusters Score -2475889 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2476273.500000 Penalty: 4923.093262
	Iteration 7Q: 3 clusters Score -2476274 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2476578.000000 Penalty: 4923.093262
	Iteration 8Q: 3 clusters Score -2476578 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2476805.000000 Penalty: 4923.093262
	Iteration 9Q: 3 clusters Score -2476805 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2476987.250000 Penalty: 4923.093262
	Iteration 10Q: 3 clusters Score -2476987 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2477136.000000 Penalty: 4923.093262
	Iteration 11Q: 3 clusters Score -2477136 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2477240.500000 Penalty: 4923.093262
	Iteration 12Q: 3 clusters Score -2477240 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2477335.750000 Penalty: 4923.093262
	Iteration 13Q: 3 clusters Score -2477336 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2477413.000000 Penalty: 4923.093262
	Iteration 14Q: 3 clusters Score -2477413 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2477479.750000 Penalty: 4923.093262
	Iteration 15Q: 3 clusters Score -2477480 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2477549.000000 Penalty: 4923.093262
	Iteration 16Q: 3 clusters Score -2477549 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2477601.500000 Penalty: 4923.093262
	Iteration 17Q: 3 clusters Score -2477602 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2477669.750000 Penalty: 4923.093262
	Iteration 18Q: 3 clusters Score -2477670 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2477746.750000 Penalty: 4923.093262
	Iteration 19Q: 3 clusters Score -2477747 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2477842.750000 Penalty: 4923.093262
	Iteration 20F: 3 clusters Score -2477843 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2477940.250000 Penalty: 4923.093262
	Iteration 21Q: 3 clusters Score -2477940 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2478060.250000 Penalty: 4923.093262
	Iteration 22Q: 3 clusters Score -2478060 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2478201.500000 Penalty: 4923.093262
	Iteration 23Q: 3 clusters Score -2478202 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2478370.500000 Penalty: 4923.093262
	Iteration 24Q: 3 clusters Score -2478370 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2478562.250000 Penalty: 4923.093262
	Iteration 25Q: 3 clusters Score -2478562 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2478774.750000 Penalty: 4923.093262
	Iteration 26Q: 3 clusters Score -2478775 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2478964.250000 Penalty: 4923.093262
	Iteration 27Q: 3 clusters Score -2478964 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -2479196.500000 Penalty: 4923.093262
	Iteration 28Q: 3 clusters Score -2479196 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2479458.000000 Penalty: 4923.093262
	Iteration 29Q: 3 clusters Score -2479458 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2479699.750000 Penalty: 4923.093262
	Iteration 30Q: 3 clusters Score -2479700 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2479905.250000 Penalty: 4923.093262
	Iteration 31Q: 3 clusters Score -2479905 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2480059.250000 Penalty: 4923.093262
	Iteration 32Q: 3 clusters Score -2480059 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2480188.250000 Penalty: 4923.093262
	Iteration 33Q: 3 clusters Score -2480188 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2480299.750000 Penalty: 4923.093262
	Iteration 34Q: 3 clusters Score -2480300 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2480404.750000 Penalty: 4923.093262
	Iteration 35Q: 3 clusters Score -2480405 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2480483.000000 Penalty: 4923.093262
	Iteration 36Q: 3 clusters Score -2480483 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2480552.500000 Penalty: 4923.093262
	Iteration 37Q: 3 clusters Score -2480552 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2480609.250000 Penalty: 4923.093262
	Iteration 38Q: 3 clusters Score -2480609 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2480640.000000 Penalty: 4923.093262
	Iteration 39Q: 3 clusters Score -2480640 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2480687.750000 Penalty: 4923.093262
	Iteration 40F: 3 clusters Score -2480688 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -2480712.000000 Penalty: 4923.093262
	Iteration 41Q: 3 clusters Score -2480712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2480725.000000 Penalty: 4923.093262
	Iteration 42Q: 3 clusters Score -2480725 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2480739.750000 Penalty: 4923.093262
	Iteration 43Q: 3 clusters Score -2480740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -2480747.750000 Penalty: 4923.093262
	Iteration 44Q: 3 clusters Score -2480748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2480763.500000 Penalty: 4923.093262
	Iteration 45Q: 3 clusters Score -2480764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2480768.750000 Penalty: 4923.093262
	Iteration 46Q: 3 clusters Score -2480769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2480784.250000 Penalty: 4923.093262
	Iteration 47Q: 3 clusters Score -2480784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2480785.000000 Penalty: 4923.093262
	Iteration 48Q: 3 clusters Score -2480785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2480793.750000 Penalty: 4923.093262
	Iteration 49Q: 3 clusters Score -2480794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2480799.000000 Penalty: 4923.093262
	Iteration 50Q: 3 clusters Score -2480799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2480803.750000 Penalty: 4923.093262
	Iteration 51Q: 3 clusters Score -2480804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2480804.250000 Penalty: 4923.093262
	Iteration 52Q: 3 clusters Score -2480804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2480809.000000 Penalty: 4923.093262
	Iteration 53Q: 3 clusters Score -2480809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2480812.250000 Penalty: 4923.093262
	Iteration 54Q: 3 clusters Score -2480812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2480817.500000 Penalty: 4923.093262
	Iteration 55Q: 3 clusters Score -2480818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -2480821.750000 Penalty: 4923.093262
	Iteration 56Q: 3 clusters Score -2480822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -2480822.000000 Penalty: 4923.093262
	Iteration 57Q: 3 clusters Score -2480822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2480819.750000 Penalty: 4923.093262
	Iteration 58Q: 3 clusters Score -2480820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2480823.000000 Penalty: 4923.093262
	Iteration 59Q: 3 clusters Score -2480823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -2480822.750000 Penalty: 4923.093262
	Iteration 60F: 3 clusters Score -2480823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2480824.750000 Penalty: 4923.093262
	Iteration 61Q: 3 clusters Score -2480825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2480824.750000 Penalty: 4923.093262
	Iteration 62Q: 3 clusters Score -2480825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -2480821.000000 Penalty: 4923.093262
	Iteration 63Q: 3 clusters Score -2480821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -2480821.000000 Penalty: 4923.093262
	Iteration 64F: 3 clusters Score -2480821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (237643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237643 members 
Entering Unmasked Estep 
Score: -28982216.000000 Penalty: 3069.874023
	Iteration 0F: 2 clusters Score -2.898222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118961 members 
Mstep: Class 2 contains 118682 members 
Entering Unmasked Estep 
Score: -28827310.000000 Penalty: 6139.748047
	Iteration 0F: 3 clusters Score -2.882731e+07 nChanged 114498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121449 members 
Mstep: Class 2 contains 116194 members 
Entering Unmasked Estep 
Score: -28894896.000000 Penalty: 6139.748047
	Iteration 1F: 3 clusters Score -2.88949e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123325 members 
Mstep: Class 2 contains 114318 members 
Entering Unmasked Estep 
Score: -28896118.000000 Penalty: 6139.748047
	Iteration 2Q: 3 clusters Score -2.889612e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126109 members 
Mstep: Class 2 contains 111534 members 
Entering Unmasked Estep 
Score: -28897592.000000 Penalty: 6139.748047
	Iteration 3Q: 3 clusters Score -2.889759e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130351 members 
Mstep: Class 2 contains 107292 members 
Entering Unmasked Estep 
Score: -28899588.000000 Penalty: 6139.748047
	Iteration 4Q: 3 clusters Score -2.889959e+07 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136835 members 
Mstep: Class 2 contains 100808 members 
Entering Unmasked Estep 
Score: -28902786.000000 Penalty: 6139.748047
	Iteration 5Q: 3 clusters Score -2.890279e+07 nChanged 11507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146618 members 
Mstep: Class 2 contains 91025 members 
Entering Unmasked Estep 
Score: -28908590.000000 Penalty: 6139.748047
	Iteration 6Q: 3 clusters Score -2.890859e+07 nChanged 14675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160259 members 
Mstep: Class 2 contains 77384 members 
Entering Unmasked Estep 
Score: -28917680.000000 Penalty: 6139.748047
	Iteration 7F: 3 clusters Score -2.891768e+07 nChanged 18029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177804 members 
Mstep: Class 2 contains 59839 members 
Entering Unmasked Estep 
Score: -28930832.000000 Penalty: 6139.748047
	Iteration 8F: 3 clusters Score -2.893083e+07 nChanged 19693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197297 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -28946420.000000 Penalty: 6139.748047
	Iteration 9F: 3 clusters Score -2.894642e+07 nChanged 17546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214793 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -28960998.000000 Penalty: 6139.748047
	Iteration 10F: 3 clusters Score -2.8961e+07 nChanged 11902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226681 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -28970826.000000 Penalty: 6139.748047
	Iteration 11F: 3 clusters Score -2.897083e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232858 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -28975954.000000 Penalty: 6139.748047
	Iteration 12Q: 3 clusters Score -2.897595e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235501 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -28978072.000000 Penalty: 6139.748047
	Iteration 13Q: 3 clusters Score -2.897807e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236468 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -28978856.000000 Penalty: 6139.748047
	Iteration 14Q: 3 clusters Score -2.897886e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236826 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -28979128.000000 Penalty: 6139.748047
	Iteration 15Q: 3 clusters Score -2.897913e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236959 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -28979318.000000 Penalty: 6139.748047
	Iteration 16Q: 3 clusters Score -2.897932e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237021 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -28979400.000000 Penalty: 6139.748047
	Iteration 17Q: 3 clusters Score -2.89794e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237049 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -28979486.000000 Penalty: 6139.748047
	Iteration 18Q: 3 clusters Score -2.897949e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237071 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -28979508.000000 Penalty: 6139.748047
	Iteration 19Q: 3 clusters Score -2.897951e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237084 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -28979572.000000 Penalty: 6139.748047
	Iteration 20F: 3 clusters Score -2.897957e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237089 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -28979578.000000 Penalty: 6139.748047
	Iteration 21Q: 3 clusters Score -2.897958e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237085 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -28979594.000000 Penalty: 6139.748047
	Iteration 22Q: 3 clusters Score -2.897959e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237081 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -28979600.000000 Penalty: 6139.748047
	Iteration 23Q: 3 clusters Score -2.89796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237084 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -28979610.000000 Penalty: 6139.748047
	Iteration 24Q: 3 clusters Score -2.897961e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237083 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -28979610.000000 Penalty: 6139.748047
	Iteration 25Q: 3 clusters Score -2.897961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237083 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -28979628.000000 Penalty: 6139.748047
	Iteration 26Q: 3 clusters Score -2.897963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237085 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -28979622.000000 Penalty: 6139.748047
	Iteration 27Q: 3 clusters Score -2.897962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237086 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -28979624.000000 Penalty: 6139.748047
	Iteration 28Q: 3 clusters Score -2.897962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237085 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -28979624.000000 Penalty: 6139.748047
	Iteration 29Q: 3 clusters Score -2.897962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237086 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -28979610.000000 Penalty: 6139.748047
	Iteration 30Q: 3 clusters Score -2.897961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237086 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -28979634.000000 Penalty: 6139.748047
	Iteration 31Q: 3 clusters Score -2.897963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237085 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -28979644.000000 Penalty: 6139.748047
	Iteration 32Q: 3 clusters Score -2.897964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237085 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -28979648.000000 Penalty: 6139.748047
	Iteration 33Q: 3 clusters Score -2.897965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237083 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -28979644.000000 Penalty: 6139.748047
	Iteration 34Q: 3 clusters Score -2.897964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237083 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -28979644.000000 Penalty: 6139.748047
	Iteration 35F: 3 clusters Score -2.897964e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Entering Unmasked Estep 
Score: -713290.812500 Penalty: 2152.932861
	Iteration 0F: 2 clusters Score -713290.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -708203.250000 Penalty: 4305.865723
	Iteration 0F: 3 clusters Score -708203.2 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -709471.437500 Penalty: 4305.865723
	Iteration 1F: 3 clusters Score -709471.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -709686.187500 Penalty: 4305.865723
	Iteration 2F: 3 clusters Score -709686.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -709821.375000 Penalty: 4305.865723
	Iteration 3Q: 3 clusters Score -709821.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -709927.125000 Penalty: 4305.865723
	Iteration 4Q: 3 clusters Score -709927.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -710010.750000 Penalty: 4305.865723
	Iteration 5Q: 3 clusters Score -710010.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -710071.187500 Penalty: 4305.865723
	Iteration 6Q: 3 clusters Score -710071.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -710109.562500 Penalty: 4305.865723
	Iteration 7Q: 3 clusters Score -710109.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -710138.000000 Penalty: 4305.865723
	Iteration 8Q: 3 clusters Score -710138 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -710153.937500 Penalty: 4305.865723
	Iteration 9Q: 3 clusters Score -710153.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -710168.312500 Penalty: 4305.865723
	Iteration 10Q: 3 clusters Score -710168.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -710187.562500 Penalty: 4305.865723
	Iteration 11Q: 3 clusters Score -710187.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -710204.750000 Penalty: 4305.865723
	Iteration 12Q: 3 clusters Score -710204.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -710221.500000 Penalty: 4305.865723
	Iteration 13Q: 3 clusters Score -710221.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -710244.000000 Penalty: 4305.865723
	Iteration 14Q: 3 clusters Score -710244 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -710263.750000 Penalty: 4305.865723
	Iteration 15Q: 3 clusters Score -710263.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -710284.687500 Penalty: 4305.865723
	Iteration 16Q: 3 clusters Score -710284.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -710305.312500 Penalty: 4305.865723
	Iteration 17Q: 3 clusters Score -710305.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -710328.312500 Penalty: 4305.865723
	Iteration 18Q: 3 clusters Score -710328.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -710346.125000 Penalty: 4305.865723
	Iteration 19Q: 3 clusters Score -710346.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -710366.187500 Penalty: 4305.865723
	Iteration 20F: 3 clusters Score -710366.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -710390.125000 Penalty: 4305.865723
	Iteration 21Q: 3 clusters Score -710390.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -710417.937500 Penalty: 4305.865723
	Iteration 22Q: 3 clusters Score -710417.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -710445.000000 Penalty: 4305.865723
	Iteration 23Q: 3 clusters Score -710445 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -710479.625000 Penalty: 4305.865723
	Iteration 24Q: 3 clusters Score -710479.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -710521.937500 Penalty: 4305.865723
	Iteration 25Q: 3 clusters Score -710521.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -710560.750000 Penalty: 4305.865723
	Iteration 26Q: 3 clusters Score -710560.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -710594.125000 Penalty: 4305.865723
	Iteration 27Q: 3 clusters Score -710594.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -710638.812500 Penalty: 4305.865723
	Iteration 28Q: 3 clusters Score -710638.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -710679.312500 Penalty: 4305.865723
	Iteration 29Q: 3 clusters Score -710679.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -710719.500000 Penalty: 4305.865723
	Iteration 30Q: 3 clusters Score -710719.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -710763.250000 Penalty: 4305.865723
	Iteration 31Q: 3 clusters Score -710763.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -710817.125000 Penalty: 4305.865723
	Iteration 32Q: 3 clusters Score -710817.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -710856.875000 Penalty: 4305.865723
	Iteration 33Q: 3 clusters Score -710856.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -710897.062500 Penalty: 4305.865723
	Iteration 34Q: 3 clusters Score -710897.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -710927.750000 Penalty: 4305.865723
	Iteration 35Q: 3 clusters Score -710927.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -710962.687500 Penalty: 4305.865723
	Iteration 36Q: 3 clusters Score -710962.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -711014.812500 Penalty: 4305.865723
	Iteration 37Q: 3 clusters Score -711014.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -711054.375000 Penalty: 4305.865723
	Iteration 38Q: 3 clusters Score -711054.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -711087.312500 Penalty: 4305.865723
	Iteration 39Q: 3 clusters Score -711087.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -711122.312500 Penalty: 4305.865723
	Iteration 40F: 3 clusters Score -711122.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -711149.062500 Penalty: 4305.865723
	Iteration 41Q: 3 clusters Score -711149.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -711179.062500 Penalty: 4305.865723
	Iteration 42Q: 3 clusters Score -711179.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -711206.375000 Penalty: 4305.865723
	Iteration 43Q: 3 clusters Score -711206.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -711223.812500 Penalty: 4305.865723
	Iteration 44Q: 3 clusters Score -711223.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -711232.000000 Penalty: 4305.865723
	Iteration 45Q: 3 clusters Score -711232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -711241.562500 Penalty: 4305.865723
	Iteration 46Q: 3 clusters Score -711241.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -711250.500000 Penalty: 4305.865723
	Iteration 47Q: 3 clusters Score -711250.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -711257.937500 Penalty: 4305.865723
	Iteration 48Q: 3 clusters Score -711257.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -711260.000000 Penalty: 4305.865723
	Iteration 49Q: 3 clusters Score -711260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -711270.062500 Penalty: 4305.865723
	Iteration 50Q: 3 clusters Score -711270.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -711276.000000 Penalty: 4305.865723
	Iteration 51Q: 3 clusters Score -711276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -711284.187500 Penalty: 4305.865723
	Iteration 52Q: 3 clusters Score -711284.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -711290.437500 Penalty: 4305.865723
	Iteration 53Q: 3 clusters Score -711290.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -711296.062500 Penalty: 4305.865723
	Iteration 54Q: 3 clusters Score -711296.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -711303.625000 Penalty: 4305.865723
	Iteration 55Q: 3 clusters Score -711303.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -711306.937500 Penalty: 4305.865723
	Iteration 56Q: 3 clusters Score -711306.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -711312.625000 Penalty: 4305.865723
	Iteration 57Q: 3 clusters Score -711312.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -711317.062500 Penalty: 4305.865723
	Iteration 58Q: 3 clusters Score -711317.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -711317.375000 Penalty: 4305.865723
	Iteration 59Q: 3 clusters Score -711317.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -711320.375000 Penalty: 4305.865723
	Iteration 60F: 3 clusters Score -711320.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -711324.125000 Penalty: 4305.865723
	Iteration 61Q: 3 clusters Score -711324.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -711324.500000 Penalty: 4305.865723
	Iteration 62Q: 3 clusters Score -711324.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -711324.750000 Penalty: 4305.865723
	Iteration 63Q: 3 clusters Score -711324.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -711325.250000 Penalty: 4305.865723
	Iteration 64Q: 3 clusters Score -711325.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -711328.062500 Penalty: 4305.865723
	Iteration 65Q: 3 clusters Score -711328.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -711329.375000 Penalty: 4305.865723
	Iteration 66Q: 3 clusters Score -711329.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -711331.187500 Penalty: 4305.865723
	Iteration 67Q: 3 clusters Score -711331.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -711332.875000 Penalty: 4305.865723
	Iteration 68Q: 3 clusters Score -711332.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -711333.562500 Penalty: 4305.865723
	Iteration 69Q: 3 clusters Score -711333.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -711333.562500 Penalty: 4305.865723
	Iteration 70F: 3 clusters Score -711333.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Entering Unmasked Estep 
Score: -5052728.500000 Penalty: 2653.018555
	Iteration 0F: 2 clusters Score -5052728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -5022749.000000 Penalty: 5306.037109
	Iteration 0F: 3 clusters Score -5022749 nChanged 20325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -5034015.500000 Penalty: 5306.037109
	Iteration 1F: 3 clusters Score -5034016 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -5034786.000000 Penalty: 5306.037109
	Iteration 2Q: 3 clusters Score -5034786 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -5035619.000000 Penalty: 5306.037109
	Iteration 3Q: 3 clusters Score -5035619 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -5036638.000000 Penalty: 5306.037109
	Iteration 4Q: 3 clusters Score -5036638 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -5037980.000000 Penalty: 5306.037109
	Iteration 5F: 3 clusters Score -5037980 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -5039426.000000 Penalty: 5306.037109
	Iteration 6F: 3 clusters Score -5039426 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -5040948.000000 Penalty: 5306.037109
	Iteration 7F: 3 clusters Score -5040948 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -5042469.000000 Penalty: 5306.037109
	Iteration 8F: 3 clusters Score -5042469 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -5043880.500000 Penalty: 5306.037109
	Iteration 9F: 3 clusters Score -5043880 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -5045221.000000 Penalty: 5306.037109
	Iteration 10Q: 3 clusters Score -5045221 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -5046458.500000 Penalty: 5306.037109
	Iteration 11Q: 3 clusters Score -5046458 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -5047536.000000 Penalty: 5306.037109
	Iteration 12Q: 3 clusters Score -5047536 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -5048400.500000 Penalty: 5306.037109
	Iteration 13Q: 3 clusters Score -5048400 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -5048998.500000 Penalty: 5306.037109
	Iteration 14Q: 3 clusters Score -5048998 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -5049450.000000 Penalty: 5306.037109
	Iteration 15Q: 3 clusters Score -5049450 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -5049749.500000 Penalty: 5306.037109
	Iteration 16Q: 3 clusters Score -5049750 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -5049976.000000 Penalty: 5306.037109
	Iteration 17Q: 3 clusters Score -5049976 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -5050132.000000 Penalty: 5306.037109
	Iteration 18Q: 3 clusters Score -5050132 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -5050234.500000 Penalty: 5306.037109
	Iteration 19Q: 3 clusters Score -5050234 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -5050327.000000 Penalty: 5306.037109
	Iteration 20F: 3 clusters Score -5050327 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -5050376.500000 Penalty: 5306.037109
	Iteration 21Q: 3 clusters Score -5050376 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -5050447.000000 Penalty: 5306.037109
	Iteration 22Q: 3 clusters Score -5050447 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -5050478.500000 Penalty: 5306.037109
	Iteration 23Q: 3 clusters Score -5050478 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -5050524.000000 Penalty: 5306.037109
	Iteration 24Q: 3 clusters Score -5050524 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -5050566.500000 Penalty: 5306.037109
	Iteration 25Q: 3 clusters Score -5050566 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -5050602.000000 Penalty: 5306.037109
	Iteration 26Q: 3 clusters Score -5050602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -5050625.000000 Penalty: 5306.037109
	Iteration 27Q: 3 clusters Score -5050625 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -5050645.500000 Penalty: 5306.037109
	Iteration 28Q: 3 clusters Score -5050646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -5050671.500000 Penalty: 5306.037109
	Iteration 29Q: 3 clusters Score -5050672 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -5050722.000000 Penalty: 5306.037109
	Iteration 30Q: 3 clusters Score -5050722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -5050764.500000 Penalty: 5306.037109
	Iteration 31Q: 3 clusters Score -5050764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -5050796.500000 Penalty: 5306.037109
	Iteration 32Q: 3 clusters Score -5050796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -5050816.500000 Penalty: 5306.037109
	Iteration 33Q: 3 clusters Score -5050816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -5050831.000000 Penalty: 5306.037109
	Iteration 34Q: 3 clusters Score -5050831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -5050849.000000 Penalty: 5306.037109
	Iteration 35Q: 3 clusters Score -5050849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -5050854.500000 Penalty: 5306.037109
	Iteration 36Q: 3 clusters Score -5050854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -5050855.500000 Penalty: 5306.037109
	Iteration 37Q: 3 clusters Score -5050856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -5050852.500000 Penalty: 5306.037109
	Iteration 38Q: 3 clusters Score -5050852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -5050864.500000 Penalty: 5306.037109
	Iteration 39Q: 3 clusters Score -5050864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -5050867.000000 Penalty: 5306.037109
	Iteration 40F: 3 clusters Score -5050867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -5050860.500000 Penalty: 5306.037109
	Iteration 41Q: 3 clusters Score -5050860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -5050868.500000 Penalty: 5306.037109
	Iteration 42Q: 3 clusters Score -5050868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -5050866.500000 Penalty: 5306.037109
	Iteration 43Q: 3 clusters Score -5050866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -5050878.000000 Penalty: 5306.037109
	Iteration 44Q: 3 clusters Score -5050878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -5050882.500000 Penalty: 5306.037109
	Iteration 45Q: 3 clusters Score -5050882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -5050883.500000 Penalty: 5306.037109
	Iteration 46Q: 3 clusters Score -5050884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -5050879.500000 Penalty: 5306.037109
	Iteration 47Q: 3 clusters Score -5050880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -5050891.500000 Penalty: 5306.037109
	Iteration 48Q: 3 clusters Score -5050892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -5050896.500000 Penalty: 5306.037109
	Iteration 49Q: 3 clusters Score -5050896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -5050895.000000 Penalty: 5306.037109
	Iteration 50Q: 3 clusters Score -5050895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -5050894.000000 Penalty: 5306.037109
	Iteration 51Q: 3 clusters Score -5050894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -5050897.000000 Penalty: 5306.037109
	Iteration 52Q: 3 clusters Score -5050897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -5050903.000000 Penalty: 5306.037109
	Iteration 53Q: 3 clusters Score -5050903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -5050910.500000 Penalty: 5306.037109
	Iteration 54Q: 3 clusters Score -5050910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -5050913.500000 Penalty: 5306.037109
	Iteration 55Q: 3 clusters Score -5050914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -5050923.000000 Penalty: 5306.037109
	Iteration 56Q: 3 clusters Score -5050923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -5050929.500000 Penalty: 5306.037109
	Iteration 57Q: 3 clusters Score -5050930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -5050936.000000 Penalty: 5306.037109
	Iteration 58Q: 3 clusters Score -5050936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -5050937.500000 Penalty: 5306.037109
	Iteration 59Q: 3 clusters Score -5050938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -5050948.000000 Penalty: 5306.037109
	Iteration 60F: 3 clusters Score -5050948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -5050955.500000 Penalty: 5306.037109
	Iteration 61Q: 3 clusters Score -5050956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -5050963.500000 Penalty: 5306.037109
	Iteration 62Q: 3 clusters Score -5050964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -5050972.000000 Penalty: 5306.037109
	Iteration 63Q: 3 clusters Score -5050972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -5050974.500000 Penalty: 5306.037109
	Iteration 64Q: 3 clusters Score -5050974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -5050974.000000 Penalty: 5306.037109
	Iteration 65Q: 3 clusters Score -5050974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -5050975.000000 Penalty: 5306.037109
	Iteration 66Q: 3 clusters Score -5050975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -5050975.000000 Penalty: 5306.037109
	Iteration 67F: 3 clusters Score -5050975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (164133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164133 members 
Entering Unmasked Estep 
Score: -20043922.000000 Penalty: 2978.091309
	Iteration 0F: 2 clusters Score -2.004392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81716 members 
Mstep: Class 2 contains 82417 members 
Entering Unmasked Estep 
Score: -19934398.000000 Penalty: 5956.182617
	Iteration 0F: 3 clusters Score -1.99344e+07 nChanged 78446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78400 members 
Mstep: Class 2 contains 85733 members 
Entering Unmasked Estep 
Score: -19979734.000000 Penalty: 5956.182617
	Iteration 1F: 3 clusters Score -1.997973e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76230 members 
Mstep: Class 2 contains 87903 members 
Entering Unmasked Estep 
Score: -19980866.000000 Penalty: 5956.182617
	Iteration 2Q: 3 clusters Score -1.998087e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72917 members 
Mstep: Class 2 contains 91216 members 
Entering Unmasked Estep 
Score: -19982658.000000 Penalty: 5956.182617
	Iteration 3Q: 3 clusters Score -1.998266e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67887 members 
Mstep: Class 2 contains 96246 members 
Entering Unmasked Estep 
Score: -19985512.000000 Penalty: 5956.182617
	Iteration 4Q: 3 clusters Score -1.998551e+07 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 103640 members 
Entering Unmasked Estep 
Score: -19990142.000000 Penalty: 5956.182617
	Iteration 5F: 3 clusters Score -1.999014e+07 nChanged 10646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 113718 members 
Entering Unmasked Estep 
Score: -19997710.000000 Penalty: 5956.182617
	Iteration 6F: 3 clusters Score -1.999771e+07 nChanged 12705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 126151 members 
Entering Unmasked Estep 
Score: -20008872.000000 Penalty: 5956.182617
	Iteration 7F: 3 clusters Score -2.000887e+07 nChanged 13079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 139102 members 
Entering Unmasked Estep 
Score: -20021208.000000 Penalty: 5956.182617
	Iteration 8F: 3 clusters Score -2.002121e+07 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 149484 members 
Entering Unmasked Estep 
Score: -20030806.000000 Penalty: 5956.182617
	Iteration 9F: 3 clusters Score -2.003081e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 155989 members 
Entering Unmasked Estep 
Score: -20036618.000000 Penalty: 5956.182617
	Iteration 10Q: 3 clusters Score -2.003662e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 159224 members 
Entering Unmasked Estep 
Score: -20039384.000000 Penalty: 5956.182617
	Iteration 11Q: 3 clusters Score -2.003938e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 160747 members 
Entering Unmasked Estep 
Score: -20040584.000000 Penalty: 5956.182617
	Iteration 12Q: 3 clusters Score -2.004058e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 161483 members 
Entering Unmasked Estep 
Score: -20041106.000000 Penalty: 5956.182617
	Iteration 13Q: 3 clusters Score -2.004111e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 161878 members 
Entering Unmasked Estep 
Score: -20041328.000000 Penalty: 5956.182617
	Iteration 14Q: 3 clusters Score -2.004133e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 162126 members 
Entering Unmasked Estep 
Score: -20041526.000000 Penalty: 5956.182617
	Iteration 15Q: 3 clusters Score -2.004153e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 162287 members 
Entering Unmasked Estep 
Score: -20041662.000000 Penalty: 5956.182617
	Iteration 16Q: 3 clusters Score -2.004166e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 162394 members 
Entering Unmasked Estep 
Score: -20041720.000000 Penalty: 5956.182617
	Iteration 17Q: 3 clusters Score -2.004172e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 162465 members 
Entering Unmasked Estep 
Score: -20041806.000000 Penalty: 5956.182617
	Iteration 18Q: 3 clusters Score -2.004181e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 162508 members 
Entering Unmasked Estep 
Score: -20041826.000000 Penalty: 5956.182617
	Iteration 19Q: 3 clusters Score -2.004183e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 162541 members 
Entering Unmasked Estep 
Score: -20041840.000000 Penalty: 5956.182617
	Iteration 20F: 3 clusters Score -2.004184e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 162566 members 
Entering Unmasked Estep 
Score: -20041876.000000 Penalty: 5956.182617
	Iteration 21Q: 3 clusters Score -2.004188e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 162588 members 
Entering Unmasked Estep 
Score: -20041898.000000 Penalty: 5956.182617
	Iteration 22Q: 3 clusters Score -2.00419e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 162603 members 
Entering Unmasked Estep 
Score: -20041914.000000 Penalty: 5956.182617
	Iteration 23Q: 3 clusters Score -2.004191e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 162623 members 
Entering Unmasked Estep 
Score: -20041910.000000 Penalty: 5956.182617
	Iteration 24Q: 3 clusters Score -2.004191e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 162637 members 
Entering Unmasked Estep 
Score: -20041920.000000 Penalty: 5956.182617
	Iteration 25Q: 3 clusters Score -2.004192e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 162651 members 
Entering Unmasked Estep 
Score: -20041906.000000 Penalty: 5956.182617
	Iteration 26Q: 3 clusters Score -2.004191e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 162665 members 
Entering Unmasked Estep 
Score: -20041930.000000 Penalty: 5956.182617
	Iteration 27Q: 3 clusters Score -2.004193e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 162672 members 
Entering Unmasked Estep 
Score: -20041924.000000 Penalty: 5956.182617
	Iteration 28Q: 3 clusters Score -2.004192e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 162678 members 
Entering Unmasked Estep 
Score: -20041930.000000 Penalty: 5956.182617
	Iteration 29Q: 3 clusters Score -2.004193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 162681 members 
Entering Unmasked Estep 
Score: -20041936.000000 Penalty: 5956.182617
	Iteration 30Q: 3 clusters Score -2.004194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 162683 members 
Entering Unmasked Estep 
Score: -20041934.000000 Penalty: 5956.182617
	Iteration 31Q: 3 clusters Score -2.004193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 162688 members 
Entering Unmasked Estep 
Score: -20041944.000000 Penalty: 5956.182617
	Iteration 32Q: 3 clusters Score -2.004194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 162691 members 
Entering Unmasked Estep 
Score: -20041928.000000 Penalty: 5956.182617
	Iteration 33Q: 3 clusters Score -2.004193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 162690 members 
Entering Unmasked Estep 
Score: -20041940.000000 Penalty: 5956.182617
	Iteration 34Q: 3 clusters Score -2.004194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 162691 members 
Entering Unmasked Estep 
Score: -20041950.000000 Penalty: 5956.182617
	Iteration 35Q: 3 clusters Score -2.004195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 162694 members 
Entering Unmasked Estep 
Score: -20041972.000000 Penalty: 5956.182617
	Iteration 36Q: 3 clusters Score -2.004197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 162698 members 
Entering Unmasked Estep 
Score: -20041974.000000 Penalty: 5956.182617
	Iteration 37Q: 3 clusters Score -2.004197e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 162697 members 
Entering Unmasked Estep 
Score: -20041966.000000 Penalty: 5956.182617
	Iteration 38Q: 3 clusters Score -2.004197e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 162703 members 
Entering Unmasked Estep 
Score: -20041966.000000 Penalty: 5956.182617
	Iteration 39Q: 3 clusters Score -2.004197e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 162698 members 
Entering Unmasked Estep 
Score: -20041968.000000 Penalty: 5956.182617
	Iteration 40F: 3 clusters Score -2.004197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 162703 members 
Entering Unmasked Estep 
Score: -20041970.000000 Penalty: 5956.182617
	Iteration 41Q: 3 clusters Score -2.004197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 162704 members 
Entering Unmasked Estep 
Score: -20041948.000000 Penalty: 5956.182617
	Iteration 42Q: 3 clusters Score -2.004195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 162708 members 
Entering Unmasked Estep 
Score: -20041952.000000 Penalty: 5956.182617
	Iteration 43Q: 3 clusters Score -2.004195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 162710 members 
Entering Unmasked Estep 
Score: -20041974.000000 Penalty: 5956.182617
	Iteration 44Q: 3 clusters Score -2.004197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 162709 members 
Entering Unmasked Estep 
Score: -20041974.000000 Penalty: 5956.182617
	Iteration 45Q: 3 clusters Score -2.004197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 162708 members 
Entering Unmasked Estep 
Score: -20041982.000000 Penalty: 5956.182617
	Iteration 46Q: 3 clusters Score -2.004198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 162714 members 
Entering Unmasked Estep 
Score: -20041968.000000 Penalty: 5956.182617
	Iteration 47Q: 3 clusters Score -2.004197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 162715 members 
Entering Unmasked Estep 
Score: -20041960.000000 Penalty: 5956.182617
	Iteration 48Q: 3 clusters Score -2.004196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 162716 members 
Entering Unmasked Estep 
Score: -20041968.000000 Penalty: 5956.182617
	Iteration 49Q: 3 clusters Score -2.004197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 162716 members 
Entering Unmasked Estep 
Score: -20041968.000000 Penalty: 5956.182617
	Iteration 50F: 3 clusters Score -2.004197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Entering Unmasked Estep 
Score: -1016086.000000 Penalty: 2252.630859
	Iteration 0F: 2 clusters Score -1016086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1009224.750000 Penalty: 4505.261719
	Iteration 0F: 3 clusters Score -1009225 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1011177.000000 Penalty: 4505.261719
	Iteration 1F: 3 clusters Score -1011177 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1011470.562500 Penalty: 4505.261719
	Iteration 2F: 3 clusters Score -1011471 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1011723.750000 Penalty: 4505.261719
	Iteration 3F: 3 clusters Score -1011724 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1011960.187500 Penalty: 4505.261719
	Iteration 4Q: 3 clusters Score -1011960 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1012179.000000 Penalty: 4505.261719
	Iteration 5Q: 3 clusters Score -1012179 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1012375.312500 Penalty: 4505.261719
	Iteration 6Q: 3 clusters Score -1012375 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1012556.187500 Penalty: 4505.261719
	Iteration 7Q: 3 clusters Score -1012556 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1012728.437500 Penalty: 4505.261719
	Iteration 8Q: 3 clusters Score -1012728 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1012889.750000 Penalty: 4505.261719
	Iteration 9Q: 3 clusters Score -1012890 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1013026.562500 Penalty: 4505.261719
	Iteration 10Q: 3 clusters Score -1013027 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1013184.750000 Penalty: 4505.261719
	Iteration 11Q: 3 clusters Score -1013185 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1013364.875000 Penalty: 4505.261719
	Iteration 12Q: 3 clusters Score -1013365 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1013517.187500 Penalty: 4505.261719
	Iteration 13Q: 3 clusters Score -1013517 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1013649.937500 Penalty: 4505.261719
	Iteration 14Q: 3 clusters Score -1013650 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1013771.937500 Penalty: 4505.261719
	Iteration 15Q: 3 clusters Score -1013772 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1013885.562500 Penalty: 4505.261719
	Iteration 16Q: 3 clusters Score -1013886 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1013981.937500 Penalty: 4505.261719
	Iteration 17Q: 3 clusters Score -1013982 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1014075.125000 Penalty: 4505.261719
	Iteration 18Q: 3 clusters Score -1014075 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1014142.375000 Penalty: 4505.261719
	Iteration 19Q: 3 clusters Score -1014142 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1014199.625000 Penalty: 4505.261719
	Iteration 20F: 3 clusters Score -1014200 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1014242.562500 Penalty: 4505.261719
	Iteration 21Q: 3 clusters Score -1014243 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1014273.750000 Penalty: 4505.261719
	Iteration 22Q: 3 clusters Score -1014274 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1014300.812500 Penalty: 4505.261719
	Iteration 23Q: 3 clusters Score -1014301 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1014324.500000 Penalty: 4505.261719
	Iteration 24Q: 3 clusters Score -1014324 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1014338.812500 Penalty: 4505.261719
	Iteration 25Q: 3 clusters Score -1014339 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1014352.125000 Penalty: 4505.261719
	Iteration 26Q: 3 clusters Score -1014352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1014364.937500 Penalty: 4505.261719
	Iteration 27Q: 3 clusters Score -1014365 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1014369.312500 Penalty: 4505.261719
	Iteration 28Q: 3 clusters Score -1014369 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1014375.625000 Penalty: 4505.261719
	Iteration 29Q: 3 clusters Score -1014376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1014381.875000 Penalty: 4505.261719
	Iteration 30Q: 3 clusters Score -1014382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1014389.500000 Penalty: 4505.261719
	Iteration 31Q: 3 clusters Score -1014390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1014390.500000 Penalty: 4505.261719
	Iteration 32Q: 3 clusters Score -1014390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1014393.500000 Penalty: 4505.261719
	Iteration 33Q: 3 clusters Score -1014394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1014396.312500 Penalty: 4505.261719
	Iteration 34Q: 3 clusters Score -1014396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1014398.812500 Penalty: 4505.261719
	Iteration 35Q: 3 clusters Score -1014399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1014398.750000 Penalty: 4505.261719
	Iteration 36Q: 3 clusters Score -1014399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1014400.625000 Penalty: 4505.261719
	Iteration 37Q: 3 clusters Score -1014401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1014401.250000 Penalty: 4505.261719
	Iteration 38Q: 3 clusters Score -1014401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1014400.812500 Penalty: 4505.261719
	Iteration 39Q: 3 clusters Score -1014401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1014399.875000 Penalty: 4505.261719
	Iteration 40F: 3 clusters Score -1014400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64871 members 
Entering Unmasked Estep 
Score: -7965696.500000 Penalty: 2747.878662
	Iteration 0F: 2 clusters Score -7965696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -7922117.500000 Penalty: 5495.757324
	Iteration 0F: 3 clusters Score -7922118 nChanged 30318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -7939097.000000 Penalty: 5495.757324
	Iteration 1F: 3 clusters Score -7939097 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -7939890.000000 Penalty: 5495.757324
	Iteration 2Q: 3 clusters Score -7939890 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -7940565.500000 Penalty: 5495.757324
	Iteration 3Q: 3 clusters Score -7940566 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -7941385.000000 Penalty: 5495.757324
	Iteration 4Q: 3 clusters Score -7941385 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -7942269.500000 Penalty: 5495.757324
	Iteration 5Q: 3 clusters Score -7942270 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -7943341.000000 Penalty: 5495.757324
	Iteration 6Q: 3 clusters Score -7943341 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -7944620.000000 Penalty: 5495.757324
	Iteration 7Q: 3 clusters Score -7944620 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -7945975.500000 Penalty: 5495.757324
	Iteration 8Q: 3 clusters Score -7945976 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -7947569.000000 Penalty: 5495.757324
	Iteration 9Q: 3 clusters Score -7947569 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -7949203.000000 Penalty: 5495.757324
	Iteration 10Q: 3 clusters Score -7949203 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -7950971.500000 Penalty: 5495.757324
	Iteration 11Q: 3 clusters Score -7950972 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -7952882.500000 Penalty: 5495.757324
	Iteration 12Q: 3 clusters Score -7952882 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -7954755.500000 Penalty: 5495.757324
	Iteration 13Q: 3 clusters Score -7954756 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -7956544.500000 Penalty: 5495.757324
	Iteration 14Q: 3 clusters Score -7956544 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -7958224.500000 Penalty: 5495.757324
	Iteration 15Q: 3 clusters Score -7958224 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56824 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -7959537.500000 Penalty: 5495.757324
	Iteration 16Q: 3 clusters Score -7959538 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58730 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -7960652.500000 Penalty: 5495.757324
	Iteration 17Q: 3 clusters Score -7960652 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60247 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -7961457.500000 Penalty: 5495.757324
	Iteration 18Q: 3 clusters Score -7961458 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -7962072.500000 Penalty: 5495.757324
	Iteration 19Q: 3 clusters Score -7962072 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62109 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -7962464.000000 Penalty: 5495.757324
	Iteration 20F: 3 clusters Score -7962464 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62649 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -7962761.000000 Penalty: 5495.757324
	Iteration 21Q: 3 clusters Score -7962761 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62999 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -7962957.000000 Penalty: 5495.757324
	Iteration 22Q: 3 clusters Score -7962957 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63236 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -7963078.000000 Penalty: 5495.757324
	Iteration 23Q: 3 clusters Score -7963078 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63409 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -7963188.500000 Penalty: 5495.757324
	Iteration 24Q: 3 clusters Score -7963188 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -7963266.000000 Penalty: 5495.757324
	Iteration 25Q: 3 clusters Score -7963266 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63661 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7963327.000000 Penalty: 5495.757324
	Iteration 26Q: 3 clusters Score -7963327 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63739 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -7963371.500000 Penalty: 5495.757324
	Iteration 27Q: 3 clusters Score -7963372 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63799 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -7963404.500000 Penalty: 5495.757324
	Iteration 28Q: 3 clusters Score -7963404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63837 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7963426.000000 Penalty: 5495.757324
	Iteration 29Q: 3 clusters Score -7963426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63867 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7963430.500000 Penalty: 5495.757324
	Iteration 30Q: 3 clusters Score -7963430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7963446.000000 Penalty: 5495.757324
	Iteration 31Q: 3 clusters Score -7963446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63914 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7963462.000000 Penalty: 5495.757324
	Iteration 32Q: 3 clusters Score -7963462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7963462.500000 Penalty: 5495.757324
	Iteration 33Q: 3 clusters Score -7963462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63944 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7963468.500000 Penalty: 5495.757324
	Iteration 34Q: 3 clusters Score -7963468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63960 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -7963475.500000 Penalty: 5495.757324
	Iteration 35Q: 3 clusters Score -7963476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63970 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -7963484.500000 Penalty: 5495.757324
	Iteration 36Q: 3 clusters Score -7963484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63979 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -7963503.500000 Penalty: 5495.757324
	Iteration 37Q: 3 clusters Score -7963504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7963506.000000 Penalty: 5495.757324
	Iteration 38Q: 3 clusters Score -7963506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63994 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7963508.000000 Penalty: 5495.757324
	Iteration 39Q: 3 clusters Score -7963508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64001 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7963505.500000 Penalty: 5495.757324
	Iteration 40F: 3 clusters Score -7963506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64007 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7963513.000000 Penalty: 5495.757324
	Iteration 41Q: 3 clusters Score -7963513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64011 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7963510.000000 Penalty: 5495.757324
	Iteration 42Q: 3 clusters Score -7963510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64011 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7963509.000000 Penalty: 5495.757324
	Iteration 43Q: 3 clusters Score -7963509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64012 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7963509.500000 Penalty: 5495.757324
	Iteration 44Q: 3 clusters Score -7963510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64015 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7963514.000000 Penalty: 5495.757324
	Iteration 45Q: 3 clusters Score -7963514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64018 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -7963507.500000 Penalty: 5495.757324
	Iteration 46Q: 3 clusters Score -7963508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64022 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7963510.500000 Penalty: 5495.757324
	Iteration 47Q: 3 clusters Score -7963510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64022 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7963510.500000 Penalty: 5495.757324
	Iteration 48F: 3 clusters Score -7963510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -82635.742188 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -82635.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -80936.101562 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -80936.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -81140.625000 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -81140.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -81215.757812 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -81215.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -81244.484375 Penalty: 3266.741211
	Iteration 3Q: 3 clusters Score -81244.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -81258.937500 Penalty: 3266.741211
	Iteration 4Q: 3 clusters Score -81258.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -81274.937500 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -81274.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -81292.359375 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -81292.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -81309.335938 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -81309.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -81322.859375 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -81322.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -81341.335938 Penalty: 3266.741211
	Iteration 9Q: 3 clusters Score -81341.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -81351.468750 Penalty: 3266.741211
	Iteration 10Q: 3 clusters Score -81351.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -81364.093750 Penalty: 3266.741211
	Iteration 11Q: 3 clusters Score -81364.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -81370.171875 Penalty: 3266.741211
	Iteration 12Q: 3 clusters Score -81370.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -81377.804688 Penalty: 3266.741211
	Iteration 13Q: 3 clusters Score -81377.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -81380.437500 Penalty: 3266.741211
	Iteration 14Q: 3 clusters Score -81380.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -81386.367188 Penalty: 3266.741211
	Iteration 15Q: 3 clusters Score -81386.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -81394.515625 Penalty: 3266.741211
	Iteration 16Q: 3 clusters Score -81394.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -81403.835938 Penalty: 3266.741211
	Iteration 17Q: 3 clusters Score -81403.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -81415.000000 Penalty: 3266.741211
	Iteration 18Q: 3 clusters Score -81415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -81420.421875 Penalty: 3266.741211
	Iteration 19Q: 3 clusters Score -81420.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -81420.421875 Penalty: 3266.741211
	Iteration 20F: 3 clusters Score -81420.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (158929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158929 members 
Entering Unmasked Estep 
Score: -19555422.000000 Penalty: 2970.100586
	Iteration 0F: 2 clusters Score -1.955542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79287 members 
Mstep: Class 2 contains 79642 members 
Entering Unmasked Estep 
Score: -19449270.000000 Penalty: 5940.201172
	Iteration 0F: 3 clusters Score -1.944927e+07 nChanged 76036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76467 members 
Mstep: Class 2 contains 82462 members 
Entering Unmasked Estep 
Score: -19493492.000000 Penalty: 5940.201172
	Iteration 1F: 3 clusters Score -1.949349e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 84828 members 
Entering Unmasked Estep 
Score: -19494644.000000 Penalty: 5940.201172
	Iteration 2Q: 3 clusters Score -1.949464e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70504 members 
Mstep: Class 2 contains 88425 members 
Entering Unmasked Estep 
Score: -19496240.000000 Penalty: 5940.201172
	Iteration 3Q: 3 clusters Score -1.949624e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 94010 members 
Entering Unmasked Estep 
Score: -19498984.000000 Penalty: 5940.201172
	Iteration 4Q: 3 clusters Score -1.949898e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56703 members 
Mstep: Class 2 contains 102226 members 
Entering Unmasked Estep 
Score: -19504000.000000 Penalty: 5940.201172
	Iteration 5F: 3 clusters Score -1.9504e+07 nChanged 11720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 113372 members 
Entering Unmasked Estep 
Score: -19512020.000000 Penalty: 5940.201172
	Iteration 6F: 3 clusters Score -1.951202e+07 nChanged 13535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 126537 members 
Entering Unmasked Estep 
Score: -19523492.000000 Penalty: 5940.201172
	Iteration 7F: 3 clusters Score -1.952349e+07 nChanged 13012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 139361 members 
Entering Unmasked Estep 
Score: -19535584.000000 Penalty: 5940.201172
	Iteration 8F: 3 clusters Score -1.953558e+07 nChanged 9600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 148931 members 
Entering Unmasked Estep 
Score: -19544626.000000 Penalty: 5940.201172
	Iteration 9F: 3 clusters Score -1.954463e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 154503 members 
Entering Unmasked Estep 
Score: -19549484.000000 Penalty: 5940.201172
	Iteration 10Q: 3 clusters Score -1.954948e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 157056 members 
Entering Unmasked Estep 
Score: -19551422.000000 Penalty: 5940.201172
	Iteration 11Q: 3 clusters Score -1.955142e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 158019 members 
Entering Unmasked Estep 
Score: -19552172.000000 Penalty: 5940.201172
	Iteration 12Q: 3 clusters Score -1.955217e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 158328 members 
Entering Unmasked Estep 
Score: -19552502.000000 Penalty: 5940.201172
	Iteration 13Q: 3 clusters Score -1.95525e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 158452 members 
Entering Unmasked Estep 
Score: -19552642.000000 Penalty: 5940.201172
	Iteration 14Q: 3 clusters Score -1.955264e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 158492 members 
Entering Unmasked Estep 
Score: -19552676.000000 Penalty: 5940.201172
	Iteration 15Q: 3 clusters Score -1.955268e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 158524 members 
Entering Unmasked Estep 
Score: -19552726.000000 Penalty: 5940.201172
	Iteration 16Q: 3 clusters Score -1.955273e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 158537 members 
Entering Unmasked Estep 
Score: -19552752.000000 Penalty: 5940.201172
	Iteration 17Q: 3 clusters Score -1.955275e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 158545 members 
Entering Unmasked Estep 
Score: -19552768.000000 Penalty: 5940.201172
	Iteration 18Q: 3 clusters Score -1.955277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 158559 members 
Entering Unmasked Estep 
Score: -19552776.000000 Penalty: 5940.201172
	Iteration 19Q: 3 clusters Score -1.955278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 158571 members 
Entering Unmasked Estep 
Score: -19552796.000000 Penalty: 5940.201172
	Iteration 20F: 3 clusters Score -1.95528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 158574 members 
Entering Unmasked Estep 
Score: -19552806.000000 Penalty: 5940.201172
	Iteration 21Q: 3 clusters Score -1.955281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 158575 members 
Entering Unmasked Estep 
Score: -19552810.000000 Penalty: 5940.201172
	Iteration 22Q: 3 clusters Score -1.955281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 158578 members 
Entering Unmasked Estep 
Score: -19552814.000000 Penalty: 5940.201172
	Iteration 23Q: 3 clusters Score -1.955281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 158580 members 
Entering Unmasked Estep 
Score: -19552820.000000 Penalty: 5940.201172
	Iteration 24Q: 3 clusters Score -1.955282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 158582 members 
Entering Unmasked Estep 
Score: -19552822.000000 Penalty: 5940.201172
	Iteration 25Q: 3 clusters Score -1.955282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 158585 members 
Entering Unmasked Estep 
Score: -19552820.000000 Penalty: 5940.201172
	Iteration 26Q: 3 clusters Score -1.955282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 158585 members 
Entering Unmasked Estep 
Score: -19552830.000000 Penalty: 5940.201172
	Iteration 27Q: 3 clusters Score -1.955283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 158586 members 
Entering Unmasked Estep 
Score: -19552836.000000 Penalty: 5940.201172
	Iteration 28Q: 3 clusters Score -1.955284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 158586 members 
Entering Unmasked Estep 
Score: -19552836.000000 Penalty: 5940.201172
	Iteration 29F: 3 clusters Score -1.955284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57415 members 
Entering Unmasked Estep 
Score: -6860319.500000 Penalty: 2717.599121
	Iteration 0F: 2 clusters Score -6860320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -6821961.000000 Penalty: 5435.198242
	Iteration 0F: 3 clusters Score -6821961 nChanged 26564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -6836473.000000 Penalty: 5435.198242
	Iteration 1F: 3 clusters Score -6836473 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -6836972.500000 Penalty: 5435.198242
	Iteration 2Q: 3 clusters Score -6836972 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -6837420.500000 Penalty: 5435.198242
	Iteration 3Q: 3 clusters Score -6837420 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -6837954.000000 Penalty: 5435.198242
	Iteration 4Q: 3 clusters Score -6837954 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -6838576.000000 Penalty: 5435.198242
	Iteration 5Q: 3 clusters Score -6838576 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -6839397.000000 Penalty: 5435.198242
	Iteration 6Q: 3 clusters Score -6839397 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -6840453.500000 Penalty: 5435.198242
	Iteration 7Q: 3 clusters Score -6840454 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -6841956.000000 Penalty: 5435.198242
	Iteration 8F: 3 clusters Score -6841956 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -6844034.500000 Penalty: 5435.198242
	Iteration 9F: 3 clusters Score -6844034 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -6846911.000000 Penalty: 5435.198242
	Iteration 10F: 3 clusters Score -6846911 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -6850122.500000 Penalty: 5435.198242
	Iteration 11F: 3 clusters Score -6850122 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -6853098.000000 Penalty: 5435.198242
	Iteration 12F: 3 clusters Score -6853098 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -6855393.000000 Penalty: 5435.198242
	Iteration 13Q: 3 clusters Score -6855393 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 55014 members 
Entering Unmasked Estep 
Score: -6856733.500000 Penalty: 5435.198242
	Iteration 14Q: 3 clusters Score -6856734 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 55820 members 
Entering Unmasked Estep 
Score: -6857541.500000 Penalty: 5435.198242
	Iteration 15Q: 3 clusters Score -6857542 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -6858028.500000 Penalty: 5435.198242
	Iteration 16Q: 3 clusters Score -6858028 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -6858438.500000 Penalty: 5435.198242
	Iteration 17Q: 3 clusters Score -6858438 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 56466 members 
Entering Unmasked Estep 
Score: -6858807.500000 Penalty: 5435.198242
	Iteration 18Q: 3 clusters Score -6858808 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 56473 members 
Entering Unmasked Estep 
Score: -6859129.500000 Penalty: 5435.198242
	Iteration 19Q: 3 clusters Score -6859130 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -6859317.500000 Penalty: 5435.198242
	Iteration 20F: 3 clusters Score -6859318 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -6859421.000000 Penalty: 5435.198242
	Iteration 21Q: 3 clusters Score -6859421 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -6859473.500000 Penalty: 5435.198242
	Iteration 22Q: 3 clusters Score -6859474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 56489 members 
Entering Unmasked Estep 
Score: -6859489.000000 Penalty: 5435.198242
	Iteration 23Q: 3 clusters Score -6859489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 56485 members 
Entering Unmasked Estep 
Score: -6859500.000000 Penalty: 5435.198242
	Iteration 24Q: 3 clusters Score -6859500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 56486 members 
Entering Unmasked Estep 
Score: -6859505.000000 Penalty: 5435.198242
	Iteration 25Q: 3 clusters Score -6859505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -6859510.500000 Penalty: 5435.198242
	Iteration 26Q: 3 clusters Score -6859510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -6859512.500000 Penalty: 5435.198242
	Iteration 27Q: 3 clusters Score -6859512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -6859519.500000 Penalty: 5435.198242
	Iteration 28Q: 3 clusters Score -6859520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -6859519.500000 Penalty: 5435.198242
	Iteration 29F: 3 clusters Score -6859520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Entering Unmasked Estep 
Score: -769885.687500 Penalty: 2177.139404
	Iteration 0F: 2 clusters Score -769885.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -764356.312500 Penalty: 4354.278809
	Iteration 0F: 3 clusters Score -764356.3 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -765871.125000 Penalty: 4354.278809
	Iteration 1F: 3 clusters Score -765871.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -766185.562500 Penalty: 4354.278809
	Iteration 2F: 3 clusters Score -766185.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -766430.062500 Penalty: 4354.278809
	Iteration 3F: 3 clusters Score -766430.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -766642.250000 Penalty: 4354.278809
	Iteration 4Q: 3 clusters Score -766642.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -766836.875000 Penalty: 4354.278809
	Iteration 5Q: 3 clusters Score -766836.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -767012.375000 Penalty: 4354.278809
	Iteration 6Q: 3 clusters Score -767012.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -767126.062500 Penalty: 4354.278809
	Iteration 7Q: 3 clusters Score -767126.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -767223.687500 Penalty: 4354.278809
	Iteration 8Q: 3 clusters Score -767223.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -767302.125000 Penalty: 4354.278809
	Iteration 9Q: 3 clusters Score -767302.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -767361.500000 Penalty: 4354.278809
	Iteration 10Q: 3 clusters Score -767361.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -767404.187500 Penalty: 4354.278809
	Iteration 11Q: 3 clusters Score -767404.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -767443.375000 Penalty: 4354.278809
	Iteration 12Q: 3 clusters Score -767443.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -767481.500000 Penalty: 4354.278809
	Iteration 13Q: 3 clusters Score -767481.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -767517.687500 Penalty: 4354.278809
	Iteration 14Q: 3 clusters Score -767517.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -767550.875000 Penalty: 4354.278809
	Iteration 15Q: 3 clusters Score -767550.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -767576.437500 Penalty: 4354.278809
	Iteration 16Q: 3 clusters Score -767576.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -767595.812500 Penalty: 4354.278809
	Iteration 17Q: 3 clusters Score -767595.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -767616.062500 Penalty: 4354.278809
	Iteration 18Q: 3 clusters Score -767616.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -767640.062500 Penalty: 4354.278809
	Iteration 19Q: 3 clusters Score -767640.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -767659.812500 Penalty: 4354.278809
	Iteration 20F: 3 clusters Score -767659.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -767683.687500 Penalty: 4354.278809
	Iteration 21Q: 3 clusters Score -767683.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -767707.062500 Penalty: 4354.278809
	Iteration 22Q: 3 clusters Score -767707.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -767730.000000 Penalty: 4354.278809
	Iteration 23Q: 3 clusters Score -767730 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -767751.375000 Penalty: 4354.278809
	Iteration 24Q: 3 clusters Score -767751.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -767770.562500 Penalty: 4354.278809
	Iteration 25Q: 3 clusters Score -767770.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -767785.937500 Penalty: 4354.278809
	Iteration 26Q: 3 clusters Score -767785.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -767801.375000 Penalty: 4354.278809
	Iteration 27Q: 3 clusters Score -767801.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -767817.562500 Penalty: 4354.278809
	Iteration 28Q: 3 clusters Score -767817.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -767831.875000 Penalty: 4354.278809
	Iteration 29Q: 3 clusters Score -767831.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -767847.500000 Penalty: 4354.278809
	Iteration 30Q: 3 clusters Score -767847.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -767865.687500 Penalty: 4354.278809
	Iteration 31Q: 3 clusters Score -767865.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -767890.500000 Penalty: 4354.278809
	Iteration 32Q: 3 clusters Score -767890.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -767912.062500 Penalty: 4354.278809
	Iteration 33Q: 3 clusters Score -767912.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -767929.875000 Penalty: 4354.278809
	Iteration 34Q: 3 clusters Score -767929.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -767944.875000 Penalty: 4354.278809
	Iteration 35Q: 3 clusters Score -767944.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -767955.437500 Penalty: 4354.278809
	Iteration 36Q: 3 clusters Score -767955.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -767966.812500 Penalty: 4354.278809
	Iteration 37Q: 3 clusters Score -767966.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -767972.437500 Penalty: 4354.278809
	Iteration 38Q: 3 clusters Score -767972.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -767981.500000 Penalty: 4354.278809
	Iteration 39Q: 3 clusters Score -767981.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -767988.875000 Penalty: 4354.278809
	Iteration 40F: 3 clusters Score -767988.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -768003.937500 Penalty: 4354.278809
	Iteration 41Q: 3 clusters Score -768003.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -768014.437500 Penalty: 4354.278809
	Iteration 42Q: 3 clusters Score -768014.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -768023.000000 Penalty: 4354.278809
	Iteration 43Q: 3 clusters Score -768023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -768035.062500 Penalty: 4354.278809
	Iteration 44Q: 3 clusters Score -768035.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -768045.000000 Penalty: 4354.278809
	Iteration 45Q: 3 clusters Score -768045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -768055.375000 Penalty: 4354.278809
	Iteration 46Q: 3 clusters Score -768055.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -768069.250000 Penalty: 4354.278809
	Iteration 47Q: 3 clusters Score -768069.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -768080.500000 Penalty: 4354.278809
	Iteration 48Q: 3 clusters Score -768080.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -768099.937500 Penalty: 4354.278809
	Iteration 49Q: 3 clusters Score -768099.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -768117.687500 Penalty: 4354.278809
	Iteration 50Q: 3 clusters Score -768117.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -768133.375000 Penalty: 4354.278809
	Iteration 51Q: 3 clusters Score -768133.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -768144.625000 Penalty: 4354.278809
	Iteration 52Q: 3 clusters Score -768144.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -768156.562500 Penalty: 4354.278809
	Iteration 53Q: 3 clusters Score -768156.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -768166.312500 Penalty: 4354.278809
	Iteration 54Q: 3 clusters Score -768166.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -768176.375000 Penalty: 4354.278809
	Iteration 55Q: 3 clusters Score -768176.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -768181.562500 Penalty: 4354.278809
	Iteration 56Q: 3 clusters Score -768181.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -768186.812500 Penalty: 4354.278809
	Iteration 57Q: 3 clusters Score -768186.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -768188.625000 Penalty: 4354.278809
	Iteration 58Q: 3 clusters Score -768188.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -768191.750000 Penalty: 4354.278809
	Iteration 59Q: 3 clusters Score -768191.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -768194.125000 Penalty: 4354.278809
	Iteration 60F: 3 clusters Score -768194.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -768198.937500 Penalty: 4354.278809
	Iteration 61Q: 3 clusters Score -768198.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -768203.625000 Penalty: 4354.278809
	Iteration 62Q: 3 clusters Score -768203.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -768207.312500 Penalty: 4354.278809
	Iteration 63Q: 3 clusters Score -768207.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -768209.562500 Penalty: 4354.278809
	Iteration 64Q: 3 clusters Score -768209.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -768211.062500 Penalty: 4354.278809
	Iteration 65Q: 3 clusters Score -768211.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -768213.250000 Penalty: 4354.278809
	Iteration 66Q: 3 clusters Score -768213.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -768217.500000 Penalty: 4354.278809
	Iteration 67Q: 3 clusters Score -768217.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -768221.437500 Penalty: 4354.278809
	Iteration 68Q: 3 clusters Score -768221.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -768221.437500 Penalty: 4354.278809
	Iteration 69F: 3 clusters Score -768221.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Entering Unmasked Estep 
Score: -330616.031250 Penalty: 1965.976440
	Iteration 0F: 2 clusters Score -330616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -327489.468750 Penalty: 3931.952881
	Iteration 0F: 3 clusters Score -327489.5 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -328205.125000 Penalty: 3931.952881
	Iteration 1F: 3 clusters Score -328205.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -328468.906250 Penalty: 3931.952881
	Iteration 2F: 3 clusters Score -328468.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -328702.718750 Penalty: 3931.952881
	Iteration 3F: 3 clusters Score -328702.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -328872.593750 Penalty: 3931.952881
	Iteration 4F: 3 clusters Score -328872.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -328993.968750 Penalty: 3931.952881
	Iteration 5Q: 3 clusters Score -328994 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -329114.562500 Penalty: 3931.952881
	Iteration 6Q: 3 clusters Score -329114.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -329198.125000 Penalty: 3931.952881
	Iteration 7Q: 3 clusters Score -329198.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -329254.437500 Penalty: 3931.952881
	Iteration 8Q: 3 clusters Score -329254.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -329291.062500 Penalty: 3931.952881
	Iteration 9Q: 3 clusters Score -329291.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -329321.000000 Penalty: 3931.952881
	Iteration 10Q: 3 clusters Score -329321 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -329349.093750 Penalty: 3931.952881
	Iteration 11Q: 3 clusters Score -329349.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -329377.343750 Penalty: 3931.952881
	Iteration 12Q: 3 clusters Score -329377.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -329402.375000 Penalty: 3931.952881
	Iteration 13Q: 3 clusters Score -329402.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -329421.593750 Penalty: 3931.952881
	Iteration 14Q: 3 clusters Score -329421.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -329434.093750 Penalty: 3931.952881
	Iteration 15Q: 3 clusters Score -329434.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -329446.218750 Penalty: 3931.952881
	Iteration 16Q: 3 clusters Score -329446.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -329454.250000 Penalty: 3931.952881
	Iteration 17Q: 3 clusters Score -329454.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -329462.625000 Penalty: 3931.952881
	Iteration 18Q: 3 clusters Score -329462.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -329473.843750 Penalty: 3931.952881
	Iteration 19Q: 3 clusters Score -329473.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -329481.937500 Penalty: 3931.952881
	Iteration 20F: 3 clusters Score -329481.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -329490.656250 Penalty: 3931.952881
	Iteration 21Q: 3 clusters Score -329490.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -329500.875000 Penalty: 3931.952881
	Iteration 22Q: 3 clusters Score -329500.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -329509.437500 Penalty: 3931.952881
	Iteration 23Q: 3 clusters Score -329509.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -329514.375000 Penalty: 3931.952881
	Iteration 24Q: 3 clusters Score -329514.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -329521.656250 Penalty: 3931.952881
	Iteration 25Q: 3 clusters Score -329521.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -329531.312500 Penalty: 3931.952881
	Iteration 26Q: 3 clusters Score -329531.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -329540.437500 Penalty: 3931.952881
	Iteration 27Q: 3 clusters Score -329540.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -329542.937500 Penalty: 3931.952881
	Iteration 28Q: 3 clusters Score -329542.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -329545.562500 Penalty: 3931.952881
	Iteration 29Q: 3 clusters Score -329545.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -329547.156250 Penalty: 3931.952881
	Iteration 30Q: 3 clusters Score -329547.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -329549.187500 Penalty: 3931.952881
	Iteration 31Q: 3 clusters Score -329549.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -329550.750000 Penalty: 3931.952881
	Iteration 32Q: 3 clusters Score -329550.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -329552.250000 Penalty: 3931.952881
	Iteration 33Q: 3 clusters Score -329552.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -329553.125000 Penalty: 3931.952881
	Iteration 34Q: 3 clusters Score -329553.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -329556.968750 Penalty: 3931.952881
	Iteration 35Q: 3 clusters Score -329557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -329559.281250 Penalty: 3931.952881
	Iteration 36Q: 3 clusters Score -329559.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -329562.875000 Penalty: 3931.952881
	Iteration 37Q: 3 clusters Score -329562.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -329564.718750 Penalty: 3931.952881
	Iteration 38Q: 3 clusters Score -329564.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -329565.812500 Penalty: 3931.952881
	Iteration 39Q: 3 clusters Score -329565.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -329566.375000 Penalty: 3931.952881
	Iteration 40F: 3 clusters Score -329566.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -329568.781250 Penalty: 3931.952881
	Iteration 41Q: 3 clusters Score -329568.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -329570.687500 Penalty: 3931.952881
	Iteration 42Q: 3 clusters Score -329570.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -329572.843750 Penalty: 3931.952881
	Iteration 43Q: 3 clusters Score -329572.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -329576.125000 Penalty: 3931.952881
	Iteration 44Q: 3 clusters Score -329576.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -329577.593750 Penalty: 3931.952881
	Iteration 45Q: 3 clusters Score -329577.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -329577.812500 Penalty: 3931.952881
	Iteration 46Q: 3 clusters Score -329577.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -329577.812500 Penalty: 3931.952881
	Iteration 47F: 3 clusters Score -329577.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Entering Unmasked Estep 
Score: -1052713.375000 Penalty: 2259.792480
	Iteration 0F: 2 clusters Score -1052713 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 4474 members 
Entering Unmasked Estep 
Score: -1045597.562500 Penalty: 4519.584961
	Iteration 0F: 3 clusters Score -1045598 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1047585.562500 Penalty: 4519.584961
	Iteration 1F: 3 clusters Score -1047586 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1047899.250000 Penalty: 4519.584961
	Iteration 2F: 3 clusters Score -1047899 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1048137.562500 Penalty: 4519.584961
	Iteration 3F: 3 clusters Score -1048138 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1048355.875000 Penalty: 4519.584961
	Iteration 4Q: 3 clusters Score -1048356 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1048547.812500 Penalty: 4519.584961
	Iteration 5Q: 3 clusters Score -1048548 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1048761.375000 Penalty: 4519.584961
	Iteration 6Q: 3 clusters Score -1048761 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1048981.625000 Penalty: 4519.584961
	Iteration 7Q: 3 clusters Score -1048982 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1049230.000000 Penalty: 4519.584961
	Iteration 8Q: 3 clusters Score -1049230 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1049474.250000 Penalty: 4519.584961
	Iteration 9Q: 3 clusters Score -1049474 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1049684.750000 Penalty: 4519.584961
	Iteration 10Q: 3 clusters Score -1049685 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1049890.750000 Penalty: 4519.584961
	Iteration 11Q: 3 clusters Score -1049891 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1050087.250000 Penalty: 4519.584961
	Iteration 12Q: 3 clusters Score -1050087 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1050260.750000 Penalty: 4519.584961
	Iteration 13Q: 3 clusters Score -1050261 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1050387.875000 Penalty: 4519.584961
	Iteration 14Q: 3 clusters Score -1050388 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1050494.750000 Penalty: 4519.584961
	Iteration 15Q: 3 clusters Score -1050495 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1050590.000000 Penalty: 4519.584961
	Iteration 16Q: 3 clusters Score -1050590 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1050657.250000 Penalty: 4519.584961
	Iteration 17Q: 3 clusters Score -1050657 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1050695.125000 Penalty: 4519.584961
	Iteration 18Q: 3 clusters Score -1050695 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1050716.000000 Penalty: 4519.584961
	Iteration 19Q: 3 clusters Score -1050716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1050727.375000 Penalty: 4519.584961
	Iteration 20F: 3 clusters Score -1050727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1050736.500000 Penalty: 4519.584961
	Iteration 21Q: 3 clusters Score -1050736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1050744.375000 Penalty: 4519.584961
	Iteration 22Q: 3 clusters Score -1050744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1050748.750000 Penalty: 4519.584961
	Iteration 23Q: 3 clusters Score -1050749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1050758.875000 Penalty: 4519.584961
	Iteration 24Q: 3 clusters Score -1050759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1050762.375000 Penalty: 4519.584961
	Iteration 25Q: 3 clusters Score -1050762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1050766.500000 Penalty: 4519.584961
	Iteration 26Q: 3 clusters Score -1050766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1050768.875000 Penalty: 4519.584961
	Iteration 27Q: 3 clusters Score -1050769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1050777.625000 Penalty: 4519.584961
	Iteration 28Q: 3 clusters Score -1050778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1050783.625000 Penalty: 4519.584961
	Iteration 29Q: 3 clusters Score -1050784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1050785.875000 Penalty: 4519.584961
	Iteration 30Q: 3 clusters Score -1050786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1050791.000000 Penalty: 4519.584961
	Iteration 31Q: 3 clusters Score -1050791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1050793.250000 Penalty: 4519.584961
	Iteration 32Q: 3 clusters Score -1050793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1050793.375000 Penalty: 4519.584961
	Iteration 33Q: 3 clusters Score -1050793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1050793.375000 Penalty: 4519.584961
	Iteration 34F: 3 clusters Score -1050793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Entering Unmasked Estep 
Score: -5112116.000000 Penalty: 2639.314453
	Iteration 0F: 2 clusters Score -5112116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -5083782.500000 Penalty: 5278.628906
	Iteration 0F: 3 clusters Score -5083782 nChanged 19153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
Score: -5108280.500000 Penalty: 5278.628906
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5108447 nChanged 276
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	Iteration 25Q: 3 clusters Score -5108542 nChanged 216
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Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5108608 nChanged 189
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Mstep: Class 1 contains 22256 members 
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Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5108634 nChanged 190
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Entering Unmasked Estep 
Score: -5108657.500000 Penalty: 5278.628906
	Iteration 28Q: 3 clusters Score -5108658 nChanged 195
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	Iteration 29Q: 3 clusters Score -5108680 nChanged 208
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5108712 nChanged 208
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Mstep: Class 1 contains 22981 members 
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5108740 nChanged 217
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	Iteration 49Q: 3 clusters Score -5109102 nChanged 93
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Score: -5109123.500000 Penalty: 5278.628906
	Iteration 50Q: 3 clusters Score -5109124 nChanged 99
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	Iteration 59Q: 3 clusters Score -5109160 nChanged 54
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	Iteration 62Q: 3 clusters Score -5109172 nChanged 31
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	Iteration 64Q: 3 clusters Score -5109167 nChanged 36
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	Iteration 66Q: 3 clusters Score -5109169 nChanged 32
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	Iteration 67Q: 3 clusters Score -5109176 nChanged 33
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	Iteration 69Q: 3 clusters Score -5109180 nChanged 36
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	Iteration 70Q: 3 clusters Score -5109186 nChanged 37
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5109189 nChanged 35
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	Iteration 72Q: 3 clusters Score -5109180 nChanged 33
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	Iteration 74Q: 3 clusters Score -5109192 nChanged 39
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	Iteration 76Q: 3 clusters Score -5109196 nChanged 32
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	Iteration 78Q: 3 clusters Score -5109182 nChanged 25
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	Iteration 80F: 3 clusters Score -5109186 nChanged 22
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	Iteration 81Q: 3 clusters Score -5109178 nChanged 13
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	Iteration 82Q: 3 clusters Score -5109172 nChanged 12
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	Iteration 83Q: 3 clusters Score -5109177 nChanged 14
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	Iteration 84Q: 3 clusters Score -5109182 nChanged 11
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	Iteration 85Q: 3 clusters Score -5109176 nChanged 11
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	Iteration 86Q: 3 clusters Score -5109178 nChanged 8
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	Iteration 87Q: 3 clusters Score -5109178 nChanged 2
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	Iteration 89Q: 3 clusters Score -5109176 nChanged 3
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	Iteration 93Q: 3 clusters Score -5109183 nChanged 5
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	Iteration 94Q: 3 clusters Score -5109182 nChanged 6
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Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -5109182.500000 Penalty: 5278.628906
	Iteration 95Q: 3 clusters Score -5109182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -5109187.500000 Penalty: 5278.628906
	Iteration 96Q: 3 clusters Score -5109188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -5109188.500000 Penalty: 5278.628906
	Iteration 97Q: 3 clusters Score -5109188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -5109186.500000 Penalty: 5278.628906
	Iteration 98Q: 3 clusters Score -5109186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -5109186.000000 Penalty: 5278.628906
	Iteration 99Q: 3 clusters Score -5109186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -5109186.000000 Penalty: 5278.628906
	Iteration 100F: 3 clusters Score -5109186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Entering Unmasked Estep 
Score: -4621364.500000 Penalty: 2613.476318
	Iteration 0F: 2 clusters Score -4621364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -4595549.000000 Penalty: 5226.952637
	Iteration 0F: 3 clusters Score -4595549 nChanged 17458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -4605148.000000 Penalty: 5226.952637
	Iteration 1F: 3 clusters Score -4605148 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -4605950.000000 Penalty: 5226.952637
	Iteration 2F: 3 clusters Score -4605950 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -4607052.500000 Penalty: 5226.952637
	Iteration 3F: 3 clusters Score -4607052 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -4608350.500000 Penalty: 5226.952637
	Iteration 4F: 3 clusters Score -4608350 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -4609797.000000 Penalty: 5226.952637
	Iteration 5F: 3 clusters Score -4609797 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -4611085.000000 Penalty: 5226.952637
	Iteration 6F: 3 clusters Score -4611085 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -4612149.000000 Penalty: 5226.952637
	Iteration 7F: 3 clusters Score -4612149 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -4612858.000000 Penalty: 5226.952637
	Iteration 8Q: 3 clusters Score -4612858 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -4613324.500000 Penalty: 5226.952637
	Iteration 9Q: 3 clusters Score -4613324 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -4613597.000000 Penalty: 5226.952637
	Iteration 10Q: 3 clusters Score -4613597 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -4613787.500000 Penalty: 5226.952637
	Iteration 11Q: 3 clusters Score -4613788 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -4613965.500000 Penalty: 5226.952637
	Iteration 12Q: 3 clusters Score -4613966 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -4614088.500000 Penalty: 5226.952637
	Iteration 13Q: 3 clusters Score -4614088 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -4614222.000000 Penalty: 5226.952637
	Iteration 14Q: 3 clusters Score -4614222 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -4614352.500000 Penalty: 5226.952637
	Iteration 15Q: 3 clusters Score -4614352 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -4614480.000000 Penalty: 5226.952637
	Iteration 16Q: 3 clusters Score -4614480 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -4614664.500000 Penalty: 5226.952637
	Iteration 17Q: 3 clusters Score -4614664 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -4614860.000000 Penalty: 5226.952637
	Iteration 18Q: 3 clusters Score -4614860 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -4615069.500000 Penalty: 5226.952637
	Iteration 19Q: 3 clusters Score -4615070 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -4615354.500000 Penalty: 5226.952637
	Iteration 20F: 3 clusters Score -4615354 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -4615663.000000 Penalty: 5226.952637
	Iteration 21Q: 3 clusters Score -4615663 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -4616024.500000 Penalty: 5226.952637
	Iteration 22Q: 3 clusters Score -4616024 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -4616477.500000 Penalty: 5226.952637
	Iteration 23Q: 3 clusters Score -4616478 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -4617008.000000 Penalty: 5226.952637
	Iteration 24Q: 3 clusters Score -4617008 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -4617555.000000 Penalty: 5226.952637
	Iteration 25Q: 3 clusters Score -4617555 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -4617994.500000 Penalty: 5226.952637
	Iteration 26Q: 3 clusters Score -4617994 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -4618405.000000 Penalty: 5226.952637
	Iteration 27Q: 3 clusters Score -4618405 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -4618753.500000 Penalty: 5226.952637
	Iteration 28Q: 3 clusters Score -4618754 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -4618991.500000 Penalty: 5226.952637
	Iteration 29Q: 3 clusters Score -4618992 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -4619153.500000 Penalty: 5226.952637
	Iteration 30Q: 3 clusters Score -4619154 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -4619268.000000 Penalty: 5226.952637
	Iteration 31Q: 3 clusters Score -4619268 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -4619362.500000 Penalty: 5226.952637
	Iteration 32Q: 3 clusters Score -4619362 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -4619424.500000 Penalty: 5226.952637
	Iteration 33Q: 3 clusters Score -4619424 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -4619487.500000 Penalty: 5226.952637
	Iteration 34Q: 3 clusters Score -4619488 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -4619542.500000 Penalty: 5226.952637
	Iteration 35Q: 3 clusters Score -4619542 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -4619582.000000 Penalty: 5226.952637
	Iteration 36Q: 3 clusters Score -4619582 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -4619636.000000 Penalty: 5226.952637
	Iteration 37Q: 3 clusters Score -4619636 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -4619660.000000 Penalty: 5226.952637
	Iteration 38Q: 3 clusters Score -4619660 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -4619707.500000 Penalty: 5226.952637
	Iteration 39Q: 3 clusters Score -4619708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -4619729.000000 Penalty: 5226.952637
	Iteration 40F: 3 clusters Score -4619729 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -4619763.500000 Penalty: 5226.952637
	Iteration 41Q: 3 clusters Score -4619764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -4619778.000000 Penalty: 5226.952637
	Iteration 42Q: 3 clusters Score -4619778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -4619813.000000 Penalty: 5226.952637
	Iteration 43Q: 3 clusters Score -4619813 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -4619827.500000 Penalty: 5226.952637
	Iteration 44Q: 3 clusters Score -4619828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -4619854.000000 Penalty: 5226.952637
	Iteration 45Q: 3 clusters Score -4619854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -4619886.500000 Penalty: 5226.952637
	Iteration 46Q: 3 clusters Score -4619886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -4619909.500000 Penalty: 5226.952637
	Iteration 47Q: 3 clusters Score -4619910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -4619919.500000 Penalty: 5226.952637
	Iteration 48Q: 3 clusters Score -4619920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -4619929.000000 Penalty: 5226.952637
	Iteration 49Q: 3 clusters Score -4619929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -4619937.500000 Penalty: 5226.952637
	Iteration 50Q: 3 clusters Score -4619938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -4619948.000000 Penalty: 5226.952637
	Iteration 51Q: 3 clusters Score -4619948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -4619953.500000 Penalty: 5226.952637
	Iteration 52Q: 3 clusters Score -4619954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -4619957.000000 Penalty: 5226.952637
	Iteration 53Q: 3 clusters Score -4619957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -4619966.500000 Penalty: 5226.952637
	Iteration 54Q: 3 clusters Score -4619966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -4619964.500000 Penalty: 5226.952637
	Iteration 55Q: 3 clusters Score -4619964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -4619967.500000 Penalty: 5226.952637
	Iteration 56Q: 3 clusters Score -4619968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -4619971.000000 Penalty: 5226.952637
	Iteration 57Q: 3 clusters Score -4619971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -4619976.000000 Penalty: 5226.952637
	Iteration 58Q: 3 clusters Score -4619976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -4619976.000000 Penalty: 5226.952637
	Iteration 59Q: 3 clusters Score -4619976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -4619976.000000 Penalty: 5226.952637
	Iteration 60F: 3 clusters Score -4619976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -4619972.500000 Penalty: 5226.952637
	Iteration 61Q: 3 clusters Score -4619972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -4619972.500000 Penalty: 5226.952637
	Iteration 62F: 3 clusters Score -4619972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (160876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160876 members 
Entering Unmasked Estep 
Score: -19474638.000000 Penalty: 2973.120361
	Iteration 0F: 2 clusters Score -1.947464e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80729 members 
Mstep: Class 2 contains 80147 members 
Entering Unmasked Estep 
Score: -19367182.000000 Penalty: 5946.240723
	Iteration 0F: 3 clusters Score -1.936718e+07 nChanged 77176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83353 members 
Mstep: Class 2 contains 77523 members 
Entering Unmasked Estep 
Score: -19413254.000000 Penalty: 5946.240723
	Iteration 1F: 3 clusters Score -1.941325e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84817 members 
Mstep: Class 2 contains 76059 members 
Entering Unmasked Estep 
Score: -19415602.000000 Penalty: 5946.240723
	Iteration 2Q: 3 clusters Score -1.94156e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86732 members 
Mstep: Class 2 contains 74144 members 
Entering Unmasked Estep 
Score: -19418268.000000 Penalty: 5946.240723
	Iteration 3Q: 3 clusters Score -1.941827e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89364 members 
Mstep: Class 2 contains 71512 members 
Entering Unmasked Estep 
Score: -19421464.000000 Penalty: 5946.240723
	Iteration 4Q: 3 clusters Score -1.942146e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92731 members 
Mstep: Class 2 contains 68145 members 
Entering Unmasked Estep 
Score: -19425062.000000 Penalty: 5946.240723
	Iteration 5Q: 3 clusters Score -1.942506e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96966 members 
Mstep: Class 2 contains 63910 members 
Entering Unmasked Estep 
Score: -19428822.000000 Penalty: 5946.240723
	Iteration 6Q: 3 clusters Score -1.942882e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102230 members 
Mstep: Class 2 contains 58646 members 
Entering Unmasked Estep 
Score: -19432772.000000 Penalty: 5946.240723
	Iteration 7Q: 3 clusters Score -1.943277e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108560 members 
Mstep: Class 2 contains 52316 members 
Entering Unmasked Estep 
Score: -19437408.000000 Penalty: 5946.240723
	Iteration 8F: 3 clusters Score -1.943741e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115661 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -19442272.000000 Penalty: 5946.240723
	Iteration 9F: 3 clusters Score -1.944227e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123075 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -19447444.000000 Penalty: 5946.240723
	Iteration 10F: 3 clusters Score -1.944744e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130155 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -19452296.000000 Penalty: 5946.240723
	Iteration 11Q: 3 clusters Score -1.94523e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136569 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -19456548.000000 Penalty: 5946.240723
	Iteration 12Q: 3 clusters Score -1.945655e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142025 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -19460116.000000 Penalty: 5946.240723
	Iteration 13Q: 3 clusters Score -1.946012e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146609 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -19463094.000000 Penalty: 5946.240723
	Iteration 14Q: 3 clusters Score -1.946309e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150364 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -19465588.000000 Penalty: 5946.240723
	Iteration 15Q: 3 clusters Score -1.946559e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153382 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -19467666.000000 Penalty: 5946.240723
	Iteration 16Q: 3 clusters Score -1.946767e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155667 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -19469088.000000 Penalty: 5946.240723
	Iteration 17Q: 3 clusters Score -1.946909e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157311 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -19470190.000000 Penalty: 5946.240723
	Iteration 18Q: 3 clusters Score -1.947019e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158396 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -19470820.000000 Penalty: 5946.240723
	Iteration 19Q: 3 clusters Score -1.947082e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159080 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -19471222.000000 Penalty: 5946.240723
	Iteration 20F: 3 clusters Score -1.947122e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159539 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -19471562.000000 Penalty: 5946.240723
	Iteration 21Q: 3 clusters Score -1.947156e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159813 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -19471760.000000 Penalty: 5946.240723
	Iteration 22Q: 3 clusters Score -1.947176e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159965 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -19471864.000000 Penalty: 5946.240723
	Iteration 23Q: 3 clusters Score -1.947186e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160060 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -19471946.000000 Penalty: 5946.240723
	Iteration 24Q: 3 clusters Score -1.947195e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160134 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -19472004.000000 Penalty: 5946.240723
	Iteration 25Q: 3 clusters Score -1.9472e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160198 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -19472018.000000 Penalty: 5946.240723
	Iteration 26Q: 3 clusters Score -1.947202e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160246 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -19472062.000000 Penalty: 5946.240723
	Iteration 27Q: 3 clusters Score -1.947206e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160279 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -19472102.000000 Penalty: 5946.240723
	Iteration 28Q: 3 clusters Score -1.94721e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160296 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -19472104.000000 Penalty: 5946.240723
	Iteration 29Q: 3 clusters Score -1.94721e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160312 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -19472100.000000 Penalty: 5946.240723
	Iteration 30Q: 3 clusters Score -1.94721e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160326 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -19472116.000000 Penalty: 5946.240723
	Iteration 31Q: 3 clusters Score -1.947212e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160343 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -19472128.000000 Penalty: 5946.240723
	Iteration 32Q: 3 clusters Score -1.947213e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160353 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -19472144.000000 Penalty: 5946.240723
	Iteration 33Q: 3 clusters Score -1.947214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160359 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -19472146.000000 Penalty: 5946.240723
	Iteration 34Q: 3 clusters Score -1.947215e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160363 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -19472154.000000 Penalty: 5946.240723
	Iteration 35Q: 3 clusters Score -1.947215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160372 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -19472150.000000 Penalty: 5946.240723
	Iteration 36Q: 3 clusters Score -1.947215e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160381 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -19472146.000000 Penalty: 5946.240723
	Iteration 37Q: 3 clusters Score -1.947215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160382 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -19472148.000000 Penalty: 5946.240723
	Iteration 38Q: 3 clusters Score -1.947215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160384 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -19472154.000000 Penalty: 5946.240723
	Iteration 39Q: 3 clusters Score -1.947215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160386 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -19472164.000000 Penalty: 5946.240723
	Iteration 40F: 3 clusters Score -1.947216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160386 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -19472166.000000 Penalty: 5946.240723
	Iteration 41Q: 3 clusters Score -1.947217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160387 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -19472162.000000 Penalty: 5946.240723
	Iteration 42Q: 3 clusters Score -1.947216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160387 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -19472162.000000 Penalty: 5946.240723
	Iteration 43F: 3 clusters Score -1.947216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (98551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98551 members 
Entering Unmasked Estep 
Score: -12044088.000000 Penalty: 2851.585693
	Iteration 0F: 2 clusters Score -1.204409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -11978410.000000 Penalty: 5703.171387
	Iteration 0F: 3 clusters Score -1.197841e+07 nChanged 46547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -12005853.000000 Penalty: 5703.171387
	Iteration 1F: 3 clusters Score -1.200585e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 52744 members 
Entering Unmasked Estep 
Score: -12007676.000000 Penalty: 5703.171387
	Iteration 2Q: 3 clusters Score -1.200768e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 55010 members 
Entering Unmasked Estep 
Score: -12010165.000000 Penalty: 5703.171387
	Iteration 3F: 3 clusters Score -1.201016e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 57864 members 
Entering Unmasked Estep 
Score: -12013183.000000 Penalty: 5703.171387
	Iteration 4F: 3 clusters Score -1.201318e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 61171 members 
Entering Unmasked Estep 
Score: -12016231.000000 Penalty: 5703.171387
	Iteration 5F: 3 clusters Score -1.201623e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
Score: -12018933.000000 Penalty: 5703.171387
	Iteration 6F: 3 clusters Score -1.201893e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 68235 members 
Entering Unmasked Estep 
Score: -12021376.000000 Penalty: 5703.171387
	Iteration 7F: 3 clusters Score -1.202138e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 71987 members 
Entering Unmasked Estep 
Score: -12023465.000000 Penalty: 5703.171387
	Iteration 8Q: 3 clusters Score -1.202346e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 75996 members 
Entering Unmasked Estep 
Score: -12025804.000000 Penalty: 5703.171387
	Iteration 9Q: 3 clusters Score -1.20258e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 80205 members 
Entering Unmasked Estep 
Score: -12028212.000000 Penalty: 5703.171387
	Iteration 10Q: 3 clusters Score -1.202821e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 84376 members 
Entering Unmasked Estep 
Score: -12030775.000000 Penalty: 5703.171387
	Iteration 11Q: 3 clusters Score -1.203078e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 88482 members 
Entering Unmasked Estep 
Score: -12033708.000000 Penalty: 5703.171387
	Iteration 12Q: 3 clusters Score -1.203371e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 91967 members 
Entering Unmasked Estep 
Score: -12036384.000000 Penalty: 5703.171387
	Iteration 13Q: 3 clusters Score -1.203638e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 94644 members 
Entering Unmasked Estep 
Score: -12038620.000000 Penalty: 5703.171387
	Iteration 14Q: 3 clusters Score -1.203862e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 96339 members 
Entering Unmasked Estep 
Score: -12040017.000000 Penalty: 5703.171387
	Iteration 15Q: 3 clusters Score -1.204002e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 97275 members 
Entering Unmasked Estep 
Score: -12040734.000000 Penalty: 5703.171387
	Iteration 16Q: 3 clusters Score -1.204073e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 97725 members 
Entering Unmasked Estep 
Score: -12041121.000000 Penalty: 5703.171387
	Iteration 17Q: 3 clusters Score -1.204112e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 97952 members 
Entering Unmasked Estep 
Score: -12041362.000000 Penalty: 5703.171387
	Iteration 18Q: 3 clusters Score -1.204136e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 98048 members 
Entering Unmasked Estep 
Score: -12041472.000000 Penalty: 5703.171387
	Iteration 19Q: 3 clusters Score -1.204147e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 98112 members 
Entering Unmasked Estep 
Score: -12041557.000000 Penalty: 5703.171387
	Iteration 20F: 3 clusters Score -1.204156e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 98141 members 
Entering Unmasked Estep 
Score: -12041598.000000 Penalty: 5703.171387
	Iteration 21Q: 3 clusters Score -1.20416e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 98163 members 
Entering Unmasked Estep 
Score: -12041627.000000 Penalty: 5703.171387
	Iteration 22Q: 3 clusters Score -1.204163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 98170 members 
Entering Unmasked Estep 
Score: -12041645.000000 Penalty: 5703.171387
	Iteration 23Q: 3 clusters Score -1.204164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 98174 members 
Entering Unmasked Estep 
Score: -12041655.000000 Penalty: 5703.171387
	Iteration 24Q: 3 clusters Score -1.204166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 98175 members 
Entering Unmasked Estep 
Score: -12041649.000000 Penalty: 5703.171387
	Iteration 25Q: 3 clusters Score -1.204165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 98180 members 
Entering Unmasked Estep 
Score: -12041656.000000 Penalty: 5703.171387
	Iteration 26Q: 3 clusters Score -1.204166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 98184 members 
Entering Unmasked Estep 
Score: -12041678.000000 Penalty: 5703.171387
	Iteration 27Q: 3 clusters Score -1.204168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 98189 members 
Entering Unmasked Estep 
Score: -12041691.000000 Penalty: 5703.171387
	Iteration 28Q: 3 clusters Score -1.204169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 98189 members 
Entering Unmasked Estep 
Score: -12041692.000000 Penalty: 5703.171387
	Iteration 29Q: 3 clusters Score -1.204169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 98192 members 
Entering Unmasked Estep 
Score: -12041695.000000 Penalty: 5703.171387
	Iteration 30Q: 3 clusters Score -1.20417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 98192 members 
Entering Unmasked Estep 
Score: -12041698.000000 Penalty: 5703.171387
	Iteration 31Q: 3 clusters Score -1.20417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 98191 members 
Entering Unmasked Estep 
Score: -12041705.000000 Penalty: 5703.171387
	Iteration 32Q: 3 clusters Score -1.20417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 98190 members 
Entering Unmasked Estep 
Score: -12041702.000000 Penalty: 5703.171387
	Iteration 33Q: 3 clusters Score -1.20417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 98192 members 
Entering Unmasked Estep 
Score: -12041694.000000 Penalty: 5703.171387
	Iteration 34Q: 3 clusters Score -1.204169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 98193 members 
Entering Unmasked Estep 
Score: -12041699.000000 Penalty: 5703.171387
	Iteration 35Q: 3 clusters Score -1.20417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 98194 members 
Entering Unmasked Estep 
Score: -12041700.000000 Penalty: 5703.171387
	Iteration 36Q: 3 clusters Score -1.20417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 98192 members 
Entering Unmasked Estep 
Score: -12041707.000000 Penalty: 5703.171387
	Iteration 37Q: 3 clusters Score -1.204171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 98193 members 
Entering Unmasked Estep 
Score: -12041710.000000 Penalty: 5703.171387
	Iteration 38Q: 3 clusters Score -1.204171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 98193 members 
Entering Unmasked Estep 
Score: -12041710.000000 Penalty: 5703.171387
	Iteration 39F: 3 clusters Score -1.204171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Entering Unmasked Estep 
Score: -3742818.000000 Penalty: 2561.984619
	Iteration 0F: 2 clusters Score -3742818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -3721788.000000 Penalty: 5123.969238
	Iteration 0F: 3 clusters Score -3721788 nChanged 13886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -3729455.750000 Penalty: 5123.969238
	Iteration 1F: 3 clusters Score -3729456 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -3729882.250000 Penalty: 5123.969238
	Iteration 2Q: 3 clusters Score -3729882 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -3730273.250000 Penalty: 5123.969238
	Iteration 3Q: 3 clusters Score -3730273 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3730668.500000 Penalty: 5123.969238
	Iteration 4Q: 3 clusters Score -3730668 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3731009.750000 Penalty: 5123.969238
	Iteration 5Q: 3 clusters Score -3731010 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -3731373.000000 Penalty: 5123.969238
	Iteration 6Q: 3 clusters Score -3731373 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -3731733.500000 Penalty: 5123.969238
	Iteration 7Q: 3 clusters Score -3731734 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -3732098.000000 Penalty: 5123.969238
	Iteration 8Q: 3 clusters Score -3732098 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -3732534.000000 Penalty: 5123.969238
	Iteration 9Q: 3 clusters Score -3732534 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -3733089.250000 Penalty: 5123.969238
	Iteration 10Q: 3 clusters Score -3733089 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -3733718.500000 Penalty: 5123.969238
	Iteration 11Q: 3 clusters Score -3733718 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -3734449.500000 Penalty: 5123.969238
	Iteration 12Q: 3 clusters Score -3734450 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -3735279.750000 Penalty: 5123.969238
	Iteration 13Q: 3 clusters Score -3735280 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -3736186.000000 Penalty: 5123.969238
	Iteration 14Q: 3 clusters Score -3736186 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -3737103.750000 Penalty: 5123.969238
	Iteration 15Q: 3 clusters Score -3737104 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -3737904.000000 Penalty: 5123.969238
	Iteration 16Q: 3 clusters Score -3737904 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -3738604.250000 Penalty: 5123.969238
	Iteration 17Q: 3 clusters Score -3738604 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -3739193.750000 Penalty: 5123.969238
	Iteration 18Q: 3 clusters Score -3739194 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -3739640.000000 Penalty: 5123.969238
	Iteration 19Q: 3 clusters Score -3739640 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -3739972.250000 Penalty: 5123.969238
	Iteration 20F: 3 clusters Score -3739972 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -3740228.000000 Penalty: 5123.969238
	Iteration 21Q: 3 clusters Score -3740228 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3740410.250000 Penalty: 5123.969238
	Iteration 22Q: 3 clusters Score -3740410 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3740562.000000 Penalty: 5123.969238
	Iteration 23Q: 3 clusters Score -3740562 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3740661.000000 Penalty: 5123.969238
	Iteration 24Q: 3 clusters Score -3740661 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3740744.250000 Penalty: 5123.969238
	Iteration 25Q: 3 clusters Score -3740744 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3740808.000000 Penalty: 5123.969238
	Iteration 26Q: 3 clusters Score -3740808 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3740840.000000 Penalty: 5123.969238
	Iteration 27Q: 3 clusters Score -3740840 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3740872.500000 Penalty: 5123.969238
	Iteration 28Q: 3 clusters Score -3740872 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3740908.000000 Penalty: 5123.969238
	Iteration 29Q: 3 clusters Score -3740908 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3740934.750000 Penalty: 5123.969238
	Iteration 30Q: 3 clusters Score -3740935 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3740937.750000 Penalty: 5123.969238
	Iteration 31Q: 3 clusters Score -3740938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3740955.750000 Penalty: 5123.969238
	Iteration 32Q: 3 clusters Score -3740956 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3740972.750000 Penalty: 5123.969238
	Iteration 33Q: 3 clusters Score -3740973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3740988.250000 Penalty: 5123.969238
	Iteration 34Q: 3 clusters Score -3740988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3740988.500000 Penalty: 5123.969238
	Iteration 35Q: 3 clusters Score -3740988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3740992.250000 Penalty: 5123.969238
	Iteration 36Q: 3 clusters Score -3740992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3740989.250000 Penalty: 5123.969238
	Iteration 37Q: 3 clusters Score -3740989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3740993.500000 Penalty: 5123.969238
	Iteration 38Q: 3 clusters Score -3740994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3740996.750000 Penalty: 5123.969238
	Iteration 39Q: 3 clusters Score -3740997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3740993.000000 Penalty: 5123.969238
	Iteration 40F: 3 clusters Score -3740993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3740999.750000 Penalty: 5123.969238
	Iteration 41Q: 3 clusters Score -3741000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3740999.250000 Penalty: 5123.969238
	Iteration 42Q: 3 clusters Score -3740999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3740999.750000 Penalty: 5123.969238
	Iteration 43Q: 3 clusters Score -3741000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3741002.000000 Penalty: 5123.969238
	Iteration 44Q: 3 clusters Score -3741002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3741005.000000 Penalty: 5123.969238
	Iteration 45Q: 3 clusters Score -3741005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3741007.000000 Penalty: 5123.969238
	Iteration 46Q: 3 clusters Score -3741007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3741007.750000 Penalty: 5123.969238
	Iteration 47Q: 3 clusters Score -3741008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3741006.250000 Penalty: 5123.969238
	Iteration 48Q: 3 clusters Score -3741006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3741006.250000 Penalty: 5123.969238
	Iteration 49F: 3 clusters Score -3741006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Entering Unmasked Estep 
Score: -390099.406250 Penalty: 2021.959351
	Iteration 0F: 2 clusters Score -390099.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -386529.500000 Penalty: 4043.918701
	Iteration 0F: 3 clusters Score -386529.5 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -387331.187500 Penalty: 4043.918701
	Iteration 1F: 3 clusters Score -387331.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -387579.593750 Penalty: 4043.918701
	Iteration 2F: 3 clusters Score -387579.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -387799.656250 Penalty: 4043.918701
	Iteration 3F: 3 clusters Score -387799.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -388041.593750 Penalty: 4043.918701
	Iteration 4F: 3 clusters Score -388041.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -388254.187500 Penalty: 4043.918701
	Iteration 5F: 3 clusters Score -388254.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -388449.437500 Penalty: 4043.918701
	Iteration 6Q: 3 clusters Score -388449.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -388631.843750 Penalty: 4043.918701
	Iteration 7Q: 3 clusters Score -388631.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -388745.125000 Penalty: 4043.918701
	Iteration 8Q: 3 clusters Score -388745.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -388824.218750 Penalty: 4043.918701
	Iteration 9Q: 3 clusters Score -388824.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -388885.312500 Penalty: 4043.918701
	Iteration 10Q: 3 clusters Score -388885.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -388926.781250 Penalty: 4043.918701
	Iteration 11Q: 3 clusters Score -388926.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -388950.218750 Penalty: 4043.918701
	Iteration 12Q: 3 clusters Score -388950.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -388964.468750 Penalty: 4043.918701
	Iteration 13Q: 3 clusters Score -388964.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -388978.125000 Penalty: 4043.918701
	Iteration 14Q: 3 clusters Score -388978.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -388986.437500 Penalty: 4043.918701
	Iteration 15Q: 3 clusters Score -388986.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -388996.812500 Penalty: 4043.918701
	Iteration 16Q: 3 clusters Score -388996.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -389005.531250 Penalty: 4043.918701
	Iteration 17Q: 3 clusters Score -389005.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -389016.562500 Penalty: 4043.918701
	Iteration 18Q: 3 clusters Score -389016.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -389028.968750 Penalty: 4043.918701
	Iteration 19Q: 3 clusters Score -389029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -389036.843750 Penalty: 4043.918701
	Iteration 20F: 3 clusters Score -389036.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -389044.968750 Penalty: 4043.918701
	Iteration 21Q: 3 clusters Score -389045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -389054.687500 Penalty: 4043.918701
	Iteration 22Q: 3 clusters Score -389054.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -389067.125000 Penalty: 4043.918701
	Iteration 23Q: 3 clusters Score -389067.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -389073.156250 Penalty: 4043.918701
	Iteration 24Q: 3 clusters Score -389073.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -389080.812500 Penalty: 4043.918701
	Iteration 25Q: 3 clusters Score -389080.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -389091.437500 Penalty: 4043.918701
	Iteration 26Q: 3 clusters Score -389091.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -389101.968750 Penalty: 4043.918701
	Iteration 27Q: 3 clusters Score -389102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -389106.843750 Penalty: 4043.918701
	Iteration 28Q: 3 clusters Score -389106.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -389113.281250 Penalty: 4043.918701
	Iteration 29Q: 3 clusters Score -389113.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -389116.156250 Penalty: 4043.918701
	Iteration 30Q: 3 clusters Score -389116.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -389119.312500 Penalty: 4043.918701
	Iteration 31Q: 3 clusters Score -389119.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -389121.781250 Penalty: 4043.918701
	Iteration 32Q: 3 clusters Score -389121.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -389126.406250 Penalty: 4043.918701
	Iteration 33Q: 3 clusters Score -389126.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -389130.718750 Penalty: 4043.918701
	Iteration 34Q: 3 clusters Score -389130.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -389133.406250 Penalty: 4043.918701
	Iteration 35Q: 3 clusters Score -389133.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -389136.750000 Penalty: 4043.918701
	Iteration 36Q: 3 clusters Score -389136.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -389138.968750 Penalty: 4043.918701
	Iteration 37Q: 3 clusters Score -389139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -389139.875000 Penalty: 4043.918701
	Iteration 38Q: 3 clusters Score -389139.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -389142.312500 Penalty: 4043.918701
	Iteration 39Q: 3 clusters Score -389142.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -389143.187500 Penalty: 4043.918701
	Iteration 40F: 3 clusters Score -389143.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (122951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122951 members 
Entering Unmasked Estep 
Score: -15053102.000000 Penalty: 2906.446289
	Iteration 0F: 2 clusters Score -1.50531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61198 members 
Mstep: Class 2 contains 61753 members 
Entering Unmasked Estep 
Score: -14970989.000000 Penalty: 5812.892578
	Iteration 0F: 3 clusters Score -1.497099e+07 nChanged 58562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57122 members 
Mstep: Class 2 contains 65829 members 
Entering Unmasked Estep 
Score: -15005132.000000 Penalty: 5812.892578
	Iteration 1F: 3 clusters Score -1.500513e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54019 members 
Mstep: Class 2 contains 68932 members 
Entering Unmasked Estep 
Score: -15006893.000000 Penalty: 5812.892578
	Iteration 2Q: 3 clusters Score -1.500689e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 73769 members 
Entering Unmasked Estep 
Score: -15009945.000000 Penalty: 5812.892578
	Iteration 3F: 3 clusters Score -1.500994e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 80605 members 
Entering Unmasked Estep 
Score: -15014745.000000 Penalty: 5812.892578
	Iteration 4F: 3 clusters Score -1.501474e+07 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 89151 members 
Entering Unmasked Estep 
Score: -15021593.000000 Penalty: 5812.892578
	Iteration 5F: 3 clusters Score -1.502159e+07 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 98151 members 
Entering Unmasked Estep 
Score: -15029251.000000 Penalty: 5812.892578
	Iteration 6F: 3 clusters Score -1.502925e+07 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 106298 members 
Entering Unmasked Estep 
Score: -15036452.000000 Penalty: 5812.892578
	Iteration 7F: 3 clusters Score -1.503645e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 112596 members 
Entering Unmasked Estep 
Score: -15041855.000000 Penalty: 5812.892578
	Iteration 8F: 3 clusters Score -1.504186e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 117176 members 
Entering Unmasked Estep 
Score: -15045885.000000 Penalty: 5812.892578
	Iteration 9Q: 3 clusters Score -1.504588e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 119964 members 
Entering Unmasked Estep 
Score: -15048397.000000 Penalty: 5812.892578
	Iteration 10Q: 3 clusters Score -1.50484e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 121355 members 
Entering Unmasked Estep 
Score: -15049613.000000 Penalty: 5812.892578
	Iteration 11Q: 3 clusters Score -1.504961e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 121965 members 
Entering Unmasked Estep 
Score: -15050031.000000 Penalty: 5812.892578
	Iteration 12Q: 3 clusters Score -1.505003e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 122232 members 
Entering Unmasked Estep 
Score: -15050288.000000 Penalty: 5812.892578
	Iteration 13Q: 3 clusters Score -1.505029e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 122368 members 
Entering Unmasked Estep 
Score: -15050438.000000 Penalty: 5812.892578
	Iteration 14Q: 3 clusters Score -1.505044e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 122437 members 
Entering Unmasked Estep 
Score: -15050539.000000 Penalty: 5812.892578
	Iteration 15Q: 3 clusters Score -1.505054e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 122476 members 
Entering Unmasked Estep 
Score: -15050613.000000 Penalty: 5812.892578
	Iteration 16Q: 3 clusters Score -1.505061e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 122492 members 
Entering Unmasked Estep 
Score: -15050640.000000 Penalty: 5812.892578
	Iteration 17Q: 3 clusters Score -1.505064e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 122500 members 
Entering Unmasked Estep 
Score: -15050660.000000 Penalty: 5812.892578
	Iteration 18Q: 3 clusters Score -1.505066e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 122499 members 
Entering Unmasked Estep 
Score: -15050678.000000 Penalty: 5812.892578
	Iteration 19Q: 3 clusters Score -1.505068e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 122498 members 
Entering Unmasked Estep 
Score: -15050686.000000 Penalty: 5812.892578
	Iteration 20F: 3 clusters Score -1.505069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 122497 members 
Entering Unmasked Estep 
Score: -15050702.000000 Penalty: 5812.892578
	Iteration 21Q: 3 clusters Score -1.50507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 122498 members 
Entering Unmasked Estep 
Score: -15050712.000000 Penalty: 5812.892578
	Iteration 22Q: 3 clusters Score -1.505071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 122500 members 
Entering Unmasked Estep 
Score: -15050700.000000 Penalty: 5812.892578
	Iteration 23Q: 3 clusters Score -1.50507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 122498 members 
Entering Unmasked Estep 
Score: -15050703.000000 Penalty: 5812.892578
	Iteration 24Q: 3 clusters Score -1.50507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 122498 members 
Entering Unmasked Estep 
Score: -15050703.000000 Penalty: 5812.892578
	Iteration 25F: 3 clusters Score -1.50507e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -25667.339844 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -25667.34 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: -24495.078125 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -24495.08 nChanged 33
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: -24604.791016 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -24604.79 nChanged 8
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: -24634.261719 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -24634.26 nChanged 5
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: -24655.187500 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -24655.19 nChanged 1
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: -24657.671875 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -24657.67 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: -24660.886719 Penalty: 2760.002197
	Iteration 5Q: 3 clusters Score -24660.89 nChanged 0
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: -24660.886719 Penalty: 2760.002197
	Iteration 6F: 3 clusters Score -24660.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -86917.570312 Penalty: 1646.040039
	Iteration 0F: 2 clusters Score -86917.57 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 372 members 
Entering Unmasked Estep 
Score: -85184.617188 Penalty: 3292.080078
	Iteration 0F: 3 clusters Score -85184.62 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -85416.226562 Penalty: 3292.080078
	Iteration 1F: 3 clusters Score -85416.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85476.546875 Penalty: 3292.080078
	Iteration 2Q: 3 clusters Score -85476.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85497.703125 Penalty: 3292.080078
	Iteration 3Q: 3 clusters Score -85497.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -85507.390625 Penalty: 3292.080078
	Iteration 4Q: 3 clusters Score -85507.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85512.585938 Penalty: 3292.080078
	Iteration 5Q: 3 clusters Score -85512.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -85516.906250 Penalty: 3292.080078
	Iteration 6Q: 3 clusters Score -85516.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -85519.976562 Penalty: 3292.080078
	Iteration 7Q: 3 clusters Score -85519.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85529.031250 Penalty: 3292.080078
	Iteration 8Q: 3 clusters Score -85529.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -85529.296875 Penalty: 3292.080078
	Iteration 9Q: 3 clusters Score -85529.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -85529.296875 Penalty: 3292.080078
	Iteration 10F: 3 clusters Score -85529.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -99497.351562 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -99497.35 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 446 members 
Entering Unmasked Estep 
Score: -97688.750000 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -97688.75 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -97982.898438 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -97982.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -98106.039062 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -98106.04 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -98190.203125 Penalty: 3369.559082
	Iteration 3Q: 3 clusters Score -98190.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -98250.671875 Penalty: 3369.559082
	Iteration 4Q: 3 clusters Score -98250.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -98284.992188 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -98284.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -98320.781250 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -98320.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -98353.007812 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -98353.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -98376.835938 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -98376.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -98392.507812 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -98392.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -98406.570312 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -98406.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -98417.992188 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -98417.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -98426.320312 Penalty: 3369.559082
	Iteration 12Q: 3 clusters Score -98426.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -98429.296875 Penalty: 3369.559082
	Iteration 13Q: 3 clusters Score -98429.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -98439.179688 Penalty: 3369.559082
	Iteration 14Q: 3 clusters Score -98439.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -98440.828125 Penalty: 3369.559082
	Iteration 15Q: 3 clusters Score -98440.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -98442.250000 Penalty: 3369.559082
	Iteration 16Q: 3 clusters Score -98442.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -98442.945312 Penalty: 3369.559082
	Iteration 17Q: 3 clusters Score -98442.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -98443.820312 Penalty: 3369.559082
	Iteration 18Q: 3 clusters Score -98443.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -98446.203125 Penalty: 3369.559082
	Iteration 19Q: 3 clusters Score -98446.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -98449.648438 Penalty: 3369.559082
	Iteration 20F: 3 clusters Score -98449.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -98455.078125 Penalty: 3369.559082
	Iteration 21Q: 3 clusters Score -98455.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -98462.898438 Penalty: 3369.559082
	Iteration 22Q: 3 clusters Score -98462.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -98478.015625 Penalty: 3369.559082
	Iteration 23Q: 3 clusters Score -98478.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -98486.265625 Penalty: 3369.559082
	Iteration 24Q: 3 clusters Score -98486.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -98495.937500 Penalty: 3369.559082
	Iteration 25Q: 3 clusters Score -98495.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -98503.398438 Penalty: 3369.559082
	Iteration 26Q: 3 clusters Score -98503.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -98508.773438 Penalty: 3369.559082
	Iteration 27Q: 3 clusters Score -98508.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -98519.343750 Penalty: 3369.559082
	Iteration 28Q: 3 clusters Score -98519.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -98537.203125 Penalty: 3369.559082
	Iteration 29Q: 3 clusters Score -98537.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -98552.476562 Penalty: 3369.559082
	Iteration 30Q: 3 clusters Score -98552.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -98569.859375 Penalty: 3369.559082
	Iteration 31Q: 3 clusters Score -98569.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -98584.015625 Penalty: 3369.559082
	Iteration 32Q: 3 clusters Score -98584.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -98595.914062 Penalty: 3369.559082
	Iteration 33Q: 3 clusters Score -98595.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -98600.304688 Penalty: 3369.559082
	Iteration 34Q: 3 clusters Score -98600.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -98603.742188 Penalty: 3369.559082
	Iteration 35Q: 3 clusters Score -98603.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -98605.960938 Penalty: 3369.559082
	Iteration 36Q: 3 clusters Score -98605.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -98605.960938 Penalty: 3369.559082
	Iteration 37F: 3 clusters Score -98605.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10883 members 
Mstep: Class 4 contains 20049 members 
Mstep: Class 5 contains 9587 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 7 contains 237643 members 
Mstep: Class 8 contains 5891 members 
Mstep: Class 9 contains 44252 members 
Mstep: Class 10 contains 164133 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 64871 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158929 members 
Mstep: Class 15 contains 57415 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9064 members 
Mstep: Class 19 contains 41873 members 
Mstep: Class 20 contains 37730 members 
Mstep: Class 21 contains 160876 members 
Mstep: Class 22 contains 98551 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122951 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459968.000000 Penalty: 97929.023438
Iteration 159Q: 29 clusters Score -1.5846e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10884 members 
Mstep: Class 4 contains 20050 members 
Mstep: Class 5 contains 9588 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 7 contains 237645 members 
Mstep: Class 8 contains 5890 members 
Mstep: Class 9 contains 44252 members 
Mstep: Class 10 contains 164136 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 64869 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158926 members 
Mstep: Class 15 contains 57415 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9065 members 
Mstep: Class 19 contains 41872 members 
Mstep: Class 20 contains 37729 members 
Mstep: Class 21 contains 160878 members 
Mstep: Class 22 contains 98550 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122952 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459968.000000 Penalty: 97929.023438
Iteration 160F: 29 clusters Score -1.5846e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10884 members 
Mstep: Class 4 contains 20051 members 
Mstep: Class 5 contains 9586 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 7 contains 237644 members 
Mstep: Class 8 contains 5888 members 
Mstep: Class 9 contains 44251 members 
Mstep: Class 10 contains 164139 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64868 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158927 members 
Mstep: Class 15 contains 57415 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9066 members 
Mstep: Class 19 contains 41872 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160881 members 
Mstep: Class 22 contains 98549 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122954 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459840.000000 Penalty: 97929.023438
Iteration 161Q: 29 clusters Score -1.584598e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10885 members 
Mstep: Class 4 contains 20051 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 7 contains 237642 members 
Mstep: Class 8 contains 5884 members 
Mstep: Class 9 contains 44253 members 
Mstep: Class 10 contains 164142 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64867 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158924 members 
Mstep: Class 15 contains 57415 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 41874 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160885 members 
Mstep: Class 22 contains 98547 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122955 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459920.000000 Penalty: 97929.023438
Iteration 162Q: 29 clusters Score -1.584599e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10884 members 
Mstep: Class 4 contains 20051 members 
Mstep: Class 5 contains 9586 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 7 contains 237641 members 
Mstep: Class 8 contains 5884 members 
Mstep: Class 9 contains 44256 members 
Mstep: Class 10 contains 164150 members 
Mstep: Class 11 contains 8803 members 
Mstep: Class 12 contains 64865 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158913 members 
Mstep: Class 15 contains 57415 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9068 members 
Mstep: Class 19 contains 41875 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160893 members 
Mstep: Class 22 contains 98543 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122954 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459744.000000 Penalty: 97929.023438
Iteration 163Q: 29 clusters Score -1.584597e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10883 members 
Mstep: Class 4 contains 20049 members 
Mstep: Class 5 contains 9586 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 7 contains 237639 members 
Mstep: Class 8 contains 5885 members 
Mstep: Class 9 contains 44255 members 
Mstep: Class 10 contains 164164 members 
Mstep: Class 11 contains 8803 members 
Mstep: Class 12 contains 64864 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158903 members 
Mstep: Class 15 contains 57415 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9066 members 
Mstep: Class 19 contains 41876 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160897 members 
Mstep: Class 22 contains 98542 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122953 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459856.000000 Penalty: 97929.023438
Iteration 164Q: 29 clusters Score -1.584599e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10883 members 
Mstep: Class 4 contains 20046 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20446 members 
Mstep: Class 7 contains 237641 members 
Mstep: Class 8 contains 5888 members 
Mstep: Class 9 contains 44250 members 
Mstep: Class 10 contains 164175 members 
Mstep: Class 11 contains 8803 members 
Mstep: Class 12 contains 64864 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158894 members 
Mstep: Class 15 contains 57415 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 41875 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160901 members 
Mstep: Class 22 contains 98542 members 
Mstep: Class 23 contains 30656 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122951 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459856.000000 Penalty: 97929.023438
Iteration 165Q: 29 clusters Score -1.584599e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10883 members 
Mstep: Class 4 contains 20047 members 
Mstep: Class 5 contains 9584 members 
Mstep: Class 6 contains 20446 members 
Mstep: Class 7 contains 237639 members 
Mstep: Class 8 contains 5887 members 
Mstep: Class 9 contains 44249 members 
Mstep: Class 10 contains 164191 members 
Mstep: Class 11 contains 8803 members 
Mstep: Class 12 contains 64863 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158884 members 
Mstep: Class 15 contains 57415 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 41874 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160904 members 
Mstep: Class 22 contains 98542 members 
Mstep: Class 23 contains 30657 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122949 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459888.000000 Penalty: 97929.023438
Iteration 166Q: 29 clusters Score -1.584599e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10883 members 
Mstep: Class 4 contains 20047 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20445 members 
Mstep: Class 7 contains 237640 members 
Mstep: Class 8 contains 5884 members 
Mstep: Class 9 contains 44249 members 
Mstep: Class 10 contains 164203 members 
Mstep: Class 11 contains 8803 members 
Mstep: Class 12 contains 64863 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158878 members 
Mstep: Class 15 contains 57415 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 41873 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160906 members 
Mstep: Class 22 contains 98542 members 
Mstep: Class 23 contains 30657 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122948 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459888.000000 Penalty: 97929.023438
Iteration 167Q: 29 clusters Score -1.584599e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10883 members 
Mstep: Class 4 contains 20046 members 
Mstep: Class 5 contains 9586 members 
Mstep: Class 6 contains 20444 members 
Mstep: Class 7 contains 237638 members 
Mstep: Class 8 contains 5885 members 
Mstep: Class 9 contains 44248 members 
Mstep: Class 10 contains 164212 members 
Mstep: Class 11 contains 8803 members 
Mstep: Class 12 contains 64865 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158868 members 
Mstep: Class 15 contains 57415 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 41874 members 
Mstep: Class 20 contains 37729 members 
Mstep: Class 21 contains 160907 members 
Mstep: Class 22 contains 98545 members 
Mstep: Class 23 contains 30657 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122947 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459824.000000 Penalty: 97929.023438
Iteration 168Q: 29 clusters Score -1.584598e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10883 members 
Mstep: Class 4 contains 20046 members 
Mstep: Class 5 contains 9589 members 
Mstep: Class 6 contains 20442 members 
Mstep: Class 7 contains 237637 members 
Mstep: Class 8 contains 5883 members 
Mstep: Class 9 contains 44243 members 
Mstep: Class 10 contains 164225 members 
Mstep: Class 11 contains 8803 members 
Mstep: Class 12 contains 64864 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158857 members 
Mstep: Class 15 contains 57415 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9068 members 
Mstep: Class 19 contains 41874 members 
Mstep: Class 20 contains 37731 members 
Mstep: Class 21 contains 160910 members 
Mstep: Class 22 contains 98545 members 
Mstep: Class 23 contains 30657 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122947 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459888.000000 Penalty: 97929.023438
Iteration 169Q: 29 clusters Score -1.584599e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10883 members 
Mstep: Class 4 contains 20047 members 
Mstep: Class 5 contains 9588 members 
Mstep: Class 6 contains 20444 members 
Mstep: Class 7 contains 237640 members 
Mstep: Class 8 contains 5876 members 
Mstep: Class 9 contains 44241 members 
Mstep: Class 10 contains 164243 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64863 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158841 members 
Mstep: Class 15 contains 57414 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 41875 members 
Mstep: Class 20 contains 37731 members 
Mstep: Class 21 contains 160913 members 
Mstep: Class 22 contains 98543 members 
Mstep: Class 23 contains 30657 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122949 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459856.000000 Penalty: 97929.023438
Iteration 170Q: 29 clusters Score -1.584599e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10883 members 
Mstep: Class 4 contains 20047 members 
Mstep: Class 5 contains 9587 members 
Mstep: Class 6 contains 20444 members 
Mstep: Class 7 contains 237640 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 44241 members 
Mstep: Class 10 contains 164260 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64863 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158826 members 
Mstep: Class 15 contains 57412 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9065 members 
Mstep: Class 19 contains 41877 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 160917 members 
Mstep: Class 22 contains 98539 members 
Mstep: Class 23 contains 30657 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122953 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459824.000000 Penalty: 97929.023438
Iteration 171Q: 29 clusters Score -1.584598e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10883 members 
Mstep: Class 4 contains 20046 members 
Mstep: Class 5 contains 9589 members 
Mstep: Class 6 contains 20444 members 
Mstep: Class 7 contains 237638 members 
Mstep: Class 8 contains 5872 members 
Mstep: Class 9 contains 44239 members 
Mstep: Class 10 contains 164269 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 64862 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158818 members 
Mstep: Class 15 contains 57412 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9065 members 
Mstep: Class 19 contains 41877 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 160916 members 
Mstep: Class 22 contains 98540 members 
Mstep: Class 23 contains 30657 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122955 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459856.000000 Penalty: 97929.023438
Iteration 172Q: 29 clusters Score -1.584599e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10883 members 
Mstep: Class 4 contains 20045 members 
Mstep: Class 5 contains 9590 members 
Mstep: Class 6 contains 20444 members 
Mstep: Class 7 contains 237638 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 44239 members 
Mstep: Class 10 contains 164278 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64860 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158811 members 
Mstep: Class 15 contains 57412 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9066 members 
Mstep: Class 19 contains 41878 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 160917 members 
Mstep: Class 22 contains 98541 members 
Mstep: Class 23 contains 30657 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122955 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459936.000000 Penalty: 97929.023438
Iteration 173Q: 29 clusters Score -1.584599e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10883 members 
Mstep: Class 4 contains 20045 members 
Mstep: Class 5 contains 9592 members 
Mstep: Class 6 contains 20443 members 
Mstep: Class 7 contains 237640 members 
Mstep: Class 8 contains 5870 members 
Mstep: Class 9 contains 44239 members 
Mstep: Class 10 contains 164283 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64860 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158804 members 
Mstep: Class 15 contains 57412 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 41878 members 
Mstep: Class 20 contains 37731 members 
Mstep: Class 21 contains 160918 members 
Mstep: Class 22 contains 98541 members 
Mstep: Class 23 contains 30657 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122955 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459872.000000 Penalty: 97929.023438
Iteration 174Q: 29 clusters Score -1.584599e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10883 members 
Mstep: Class 4 contains 20045 members 
Mstep: Class 5 contains 9592 members 
Mstep: Class 6 contains 20443 members 
Mstep: Class 7 contains 237640 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 44236 members 
Mstep: Class 10 contains 164287 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64861 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158800 members 
Mstep: Class 15 contains 57412 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 41878 members 
Mstep: Class 20 contains 37731 members 
Mstep: Class 21 contains 160920 members 
Mstep: Class 22 contains 98541 members 
Mstep: Class 23 contains 30657 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122955 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459856.000000 Penalty: 97929.023438
Iteration 175Q: 29 clusters Score -1.584599e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10883 members 
Mstep: Class 4 contains 20044 members 
Mstep: Class 5 contains 9592 members 
Mstep: Class 6 contains 20440 members 
Mstep: Class 7 contains 237638 members 
Mstep: Class 8 contains 5874 members 
Mstep: Class 9 contains 44239 members 
Mstep: Class 10 contains 164291 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64860 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158798 members 
Mstep: Class 15 contains 57412 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 41877 members 
Mstep: Class 20 contains 37731 members 
Mstep: Class 21 contains 160924 members 
Mstep: Class 22 contains 98540 members 
Mstep: Class 23 contains 30657 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122954 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459792.000000 Penalty: 97929.023438
Iteration 176Q: 29 clusters Score -1.584598e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10884 members 
Mstep: Class 4 contains 20045 members 
Mstep: Class 5 contains 9592 members 
Mstep: Class 6 contains 20439 members 
Mstep: Class 7 contains 237640 members 
Mstep: Class 8 contains 5877 members 
Mstep: Class 9 contains 44238 members 
Mstep: Class 10 contains 164292 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64860 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158794 members 
Mstep: Class 15 contains 57413 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 41877 members 
Mstep: Class 20 contains 37730 members 
Mstep: Class 21 contains 160923 members 
Mstep: Class 22 contains 98541 members 
Mstep: Class 23 contains 30658 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122952 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459856.000000 Penalty: 97929.023438
Iteration 177Q: 29 clusters Score -1.584599e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10885 members 
Mstep: Class 4 contains 20044 members 
Mstep: Class 5 contains 9592 members 
Mstep: Class 6 contains 20439 members 
Mstep: Class 7 contains 237640 members 
Mstep: Class 8 contains 5876 members 
Mstep: Class 9 contains 44238 members 
Mstep: Class 10 contains 164294 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64860 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158791 members 
Mstep: Class 15 contains 57413 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 41878 members 
Mstep: Class 20 contains 37730 members 
Mstep: Class 21 contains 160924 members 
Mstep: Class 22 contains 98541 members 
Mstep: Class 23 contains 30659 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122951 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459888.000000 Penalty: 97929.023438
Iteration 178Q: 29 clusters Score -1.584599e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10887 members 
Mstep: Class 4 contains 20044 members 
Mstep: Class 5 contains 9592 members 
Mstep: Class 6 contains 20439 members 
Mstep: Class 7 contains 237639 members 
Mstep: Class 8 contains 5875 members 
Mstep: Class 9 contains 44238 members 
Mstep: Class 10 contains 164295 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64860 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158789 members 
Mstep: Class 15 contains 57413 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 41877 members 
Mstep: Class 20 contains 37730 members 
Mstep: Class 21 contains 160925 members 
Mstep: Class 22 contains 98540 members 
Mstep: Class 23 contains 30660 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122952 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459760.000000 Penalty: 97929.023438
Iteration 179Q: 29 clusters Score -1.584598e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10887 members 
Mstep: Class 4 contains 20045 members 
Mstep: Class 5 contains 9592 members 
Mstep: Class 6 contains 20437 members 
Mstep: Class 7 contains 237638 members 
Mstep: Class 8 contains 5872 members 
Mstep: Class 9 contains 44238 members 
Mstep: Class 10 contains 164300 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64860 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158787 members 
Mstep: Class 15 contains 57413 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 41880 members 
Mstep: Class 20 contains 37730 members 
Mstep: Class 21 contains 160925 members 
Mstep: Class 22 contains 98540 members 
Mstep: Class 23 contains 30660 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122951 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459744.000000 Penalty: 97929.023438
Iteration 180F: 29 clusters Score -1.584597e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10887 members 
Mstep: Class 4 contains 20046 members 
Mstep: Class 5 contains 9592 members 
Mstep: Class 6 contains 20438 members 
Mstep: Class 7 contains 237637 members 
Mstep: Class 8 contains 5870 members 
Mstep: Class 9 contains 44236 members 
Mstep: Class 10 contains 164304 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64860 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158785 members 
Mstep: Class 15 contains 57413 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 41879 members 
Mstep: Class 20 contains 37730 members 
Mstep: Class 21 contains 160928 members 
Mstep: Class 22 contains 98540 members 
Mstep: Class 23 contains 30660 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122951 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459760.000000 Penalty: 97929.023438
Iteration 181Q: 29 clusters Score -1.584598e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10887 members 
Mstep: Class 4 contains 20046 members 
Mstep: Class 5 contains 9593 members 
Mstep: Class 6 contains 20437 members 
Mstep: Class 7 contains 237636 members 
Mstep: Class 8 contains 5867 members 
Mstep: Class 9 contains 44235 members 
Mstep: Class 10 contains 164314 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64861 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158781 members 
Mstep: Class 15 contains 57413 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 41878 members 
Mstep: Class 20 contains 37730 members 
Mstep: Class 21 contains 160929 members 
Mstep: Class 22 contains 98540 members 
Mstep: Class 23 contains 30660 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122950 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459728.000000 Penalty: 97929.023438
Iteration 182Q: 29 clusters Score -1.584597e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10887 members 
Mstep: Class 4 contains 20046 members 
Mstep: Class 5 contains 9597 members 
Mstep: Class 6 contains 20437 members 
Mstep: Class 7 contains 237633 members 
Mstep: Class 8 contains 5865 members 
Mstep: Class 9 contains 44234 members 
Mstep: Class 10 contains 164324 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64862 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158773 members 
Mstep: Class 15 contains 57412 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9066 members 
Mstep: Class 19 contains 41878 members 
Mstep: Class 20 contains 37730 members 
Mstep: Class 21 contains 160930 members 
Mstep: Class 22 contains 98538 members 
Mstep: Class 23 contains 30660 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122953 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459744.000000 Penalty: 97929.023438
Iteration 183Q: 29 clusters Score -1.584597e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10887 members 
Mstep: Class 4 contains 20045 members 
Mstep: Class 5 contains 9597 members 
Mstep: Class 6 contains 20437 members 
Mstep: Class 7 contains 237634 members 
Mstep: Class 8 contains 5865 members 
Mstep: Class 9 contains 44236 members 
Mstep: Class 10 contains 164332 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64862 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158763 members 
Mstep: Class 15 contains 57413 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9065 members 
Mstep: Class 19 contains 41878 members 
Mstep: Class 20 contains 37730 members 
Mstep: Class 21 contains 160932 members 
Mstep: Class 22 contains 98537 members 
Mstep: Class 23 contains 30660 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122954 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459776.000000 Penalty: 97929.023438
Iteration 184Q: 29 clusters Score -1.584598e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10887 members 
Mstep: Class 4 contains 20045 members 
Mstep: Class 5 contains 9596 members 
Mstep: Class 6 contains 20437 members 
Mstep: Class 7 contains 237634 members 
Mstep: Class 8 contains 5867 members 
Mstep: Class 9 contains 44235 members 
Mstep: Class 10 contains 164335 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64862 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158759 members 
Mstep: Class 15 contains 57411 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9065 members 
Mstep: Class 19 contains 41879 members 
Mstep: Class 20 contains 37731 members 
Mstep: Class 21 contains 160932 members 
Mstep: Class 22 contains 98537 members 
Mstep: Class 23 contains 30660 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122955 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459920.000000 Penalty: 97929.023438
Iteration 185Q: 29 clusters Score -1.584599e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10887 members 
Mstep: Class 4 contains 20044 members 
Mstep: Class 5 contains 9595 members 
Mstep: Class 6 contains 20438 members 
Mstep: Class 7 contains 237634 members 
Mstep: Class 8 contains 5872 members 
Mstep: Class 9 contains 44233 members 
Mstep: Class 10 contains 164340 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64862 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158750 members 
Mstep: Class 15 contains 57411 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9065 members 
Mstep: Class 19 contains 41877 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 160933 members 
Mstep: Class 22 contains 98538 members 
Mstep: Class 23 contains 30660 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122953 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459936.000000 Penalty: 97929.023438
Iteration 186Q: 29 clusters Score -1.584599e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10887 members 
Mstep: Class 4 contains 20043 members 
Mstep: Class 5 contains 9595 members 
Mstep: Class 6 contains 20439 members 
Mstep: Class 7 contains 237633 members 
Mstep: Class 8 contains 5872 members 
Mstep: Class 9 contains 44232 members 
Mstep: Class 10 contains 164344 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64862 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158744 members 
Mstep: Class 15 contains 57412 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9065 members 
Mstep: Class 19 contains 41876 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 160937 members 
Mstep: Class 22 contains 98538 members 
Mstep: Class 23 contains 30660 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122952 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459968.000000 Penalty: 97929.023438
Iteration 187Q: 29 clusters Score -1.5846e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10886 members 
Mstep: Class 4 contains 20044 members 
Mstep: Class 5 contains 9595 members 
Mstep: Class 6 contains 20439 members 
Mstep: Class 7 contains 237633 members 
Mstep: Class 8 contains 5876 members 
Mstep: Class 9 contains 44237 members 
Mstep: Class 10 contains 164341 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64860 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158744 members 
Mstep: Class 15 contains 57412 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9065 members 
Mstep: Class 19 contains 41875 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 160937 members 
Mstep: Class 22 contains 98537 members 
Mstep: Class 23 contains 30660 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122950 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460048.000000 Penalty: 97929.023438
Iteration 188Q: 29 clusters Score -1.5846e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10886 members 
Mstep: Class 4 contains 20045 members 
Mstep: Class 5 contains 9595 members 
Mstep: Class 6 contains 20441 members 
Mstep: Class 7 contains 237633 members 
Mstep: Class 8 contains 5879 members 
Mstep: Class 9 contains 44237 members 
Mstep: Class 10 contains 164343 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64859 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158743 members 
Mstep: Class 15 contains 57412 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9065 members 
Mstep: Class 19 contains 41874 members 
Mstep: Class 20 contains 37731 members 
Mstep: Class 21 contains 160940 members 
Mstep: Class 22 contains 98534 members 
Mstep: Class 23 contains 30660 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122950 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459968.000000 Penalty: 97929.023438
Iteration 189Q: 29 clusters Score -1.5846e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10885 members 
Mstep: Class 4 contains 20045 members 
Mstep: Class 5 contains 9595 members 
Mstep: Class 6 contains 20441 members 
Mstep: Class 7 contains 237632 members 
Mstep: Class 8 contains 5877 members 
Mstep: Class 9 contains 44244 members 
Mstep: Class 10 contains 164342 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64856 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158746 members 
Mstep: Class 15 contains 57412 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9065 members 
Mstep: Class 19 contains 41875 members 
Mstep: Class 20 contains 37731 members 
Mstep: Class 21 contains 160940 members 
Mstep: Class 22 contains 98533 members 
Mstep: Class 23 contains 30660 members 
Mstep: Class 24 contains 3473 members 
Mstep: Class 25 contains 122954 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459872.000000 Penalty: 97929.023438
Iteration 190Q: 29 clusters Score -1.584599e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10885 members 
Mstep: Class 4 contains 20045 members 
Mstep: Class 5 contains 9595 members 
Mstep: Class 6 contains 20442 members 
Mstep: Class 7 contains 237631 members 
Mstep: Class 8 contains 5879 members 
Mstep: Class 9 contains 44247 members 
Mstep: Class 10 contains 164343 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64854 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158747 members 
Mstep: Class 15 contains 57412 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9065 members 
Mstep: Class 19 contains 41875 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 160940 members 
Mstep: Class 22 contains 98532 members 
Mstep: Class 23 contains 30660 members 
Mstep: Class 24 contains 3473 members 
Mstep: Class 25 contains 122954 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460000.000000 Penalty: 97929.023438
Iteration 191Q: 29 clusters Score -1.5846e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10885 members 
Mstep: Class 4 contains 20046 members 
Mstep: Class 5 contains 9595 members 
Mstep: Class 6 contains 20442 members 
Mstep: Class 7 contains 237630 members 
Mstep: Class 8 contains 5872 members 
Mstep: Class 9 contains 44253 members 
Mstep: Class 10 contains 164343 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 64855 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158749 members 
Mstep: Class 15 contains 57412 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9066 members 
Mstep: Class 19 contains 41877 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 160942 members 
Mstep: Class 22 contains 98531 members 
Mstep: Class 23 contains 30659 members 
Mstep: Class 24 contains 3473 members 
Mstep: Class 25 contains 122956 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460016.000000 Penalty: 97929.023438
Iteration 192Q: 29 clusters Score -1.5846e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10885 members 
Mstep: Class 4 contains 20046 members 
Mstep: Class 5 contains 9595 members 
Mstep: Class 6 contains 20442 members 
Mstep: Class 7 contains 237629 members 
Mstep: Class 8 contains 5873 members 
Mstep: Class 9 contains 44258 members 
Mstep: Class 10 contains 164341 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 64854 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158750 members 
Mstep: Class 15 contains 57410 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 9066 members 
Mstep: Class 19 contains 41878 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 160943 members 
Mstep: Class 22 contains 98532 members 
Mstep: Class 23 contains 30659 members 
Mstep: Class 24 contains 3473 members 
Mstep: Class 25 contains 122959 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460032.000000 Penalty: 97929.023438
Iteration 193Q: 29 clusters Score -1.5846e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10885 members 
Mstep: Class 4 contains 20049 members 
Mstep: Class 5 contains 9595 members 
Mstep: Class 6 contains 20442 members 
Mstep: Class 7 contains 237629 members 
Mstep: Class 8 contains 5874 members 
Mstep: Class 9 contains 44262 members 
Mstep: Class 10 contains 164336 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64855 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158750 members 
Mstep: Class 15 contains 57410 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 41879 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 160946 members 
Mstep: Class 22 contains 98531 members 
Mstep: Class 23 contains 30659 members 
Mstep: Class 24 contains 3473 members 
Mstep: Class 25 contains 122956 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459920.000000 Penalty: 97929.023438
Iteration 194Q: 29 clusters Score -1.584599e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10886 members 
Mstep: Class 4 contains 20049 members 
Mstep: Class 5 contains 9595 members 
Mstep: Class 6 contains 20442 members 
Mstep: Class 7 contains 237630 members 
Mstep: Class 8 contains 5875 members 
Mstep: Class 9 contains 44264 members 
Mstep: Class 10 contains 164340 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64853 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158748 members 
Mstep: Class 15 contains 57408 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2771 members 
Mstep: Class 18 contains 9066 members 
Mstep: Class 19 contains 41880 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 160947 members 
Mstep: Class 22 contains 98529 members 
Mstep: Class 23 contains 30659 members 
Mstep: Class 24 contains 3473 members 
Mstep: Class 25 contains 122958 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459952.000000 Penalty: 97929.023438
Iteration 195Q: 29 clusters Score -1.5846e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10889 members 
Mstep: Class 4 contains 20053 members 
Mstep: Class 5 contains 9595 members 
Mstep: Class 6 contains 20442 members 
Mstep: Class 7 contains 237628 members 
Mstep: Class 8 contains 5875 members 
Mstep: Class 9 contains 44263 members 
Mstep: Class 10 contains 164342 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64850 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158746 members 
Mstep: Class 15 contains 57407 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 41880 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 160946 members 
Mstep: Class 22 contains 98526 members 
Mstep: Class 23 contains 30659 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122959 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459952.000000 Penalty: 97929.023438
Iteration 196Q: 29 clusters Score -1.5846e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10892 members 
Mstep: Class 4 contains 20051 members 
Mstep: Class 5 contains 9595 members 
Mstep: Class 6 contains 20442 members 
Mstep: Class 7 contains 237628 members 
Mstep: Class 8 contains 5875 members 
Mstep: Class 9 contains 44265 members 
Mstep: Class 10 contains 164350 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 64846 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158741 members 
Mstep: Class 15 contains 57406 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 41879 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 160946 members 
Mstep: Class 22 contains 98526 members 
Mstep: Class 23 contains 30659 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122958 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459824.000000 Penalty: 97929.023438
Iteration 197Q: 29 clusters Score -1.584598e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10893 members 
Mstep: Class 4 contains 20052 members 
Mstep: Class 5 contains 9595 members 
Mstep: Class 6 contains 20441 members 
Mstep: Class 7 contains 237626 members 
Mstep: Class 8 contains 5874 members 
Mstep: Class 9 contains 44269 members 
Mstep: Class 10 contains 164357 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 64843 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158733 members 
Mstep: Class 15 contains 57405 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9069 members 
Mstep: Class 19 contains 41878 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 160948 members 
Mstep: Class 22 contains 98526 members 
Mstep: Class 23 contains 30659 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122959 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459936.000000 Penalty: 97929.023438
Iteration 198Q: 29 clusters Score -1.584599e+08 nChanged 29
Entering ConstructFrom: 
Score: -158459936.000000 Penalty: 97929.023438
Entering ConstructFrom: 
Trying to split cluster 1 (11962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Entering Unmasked Estep 
Score: -1405178.625000 Penalty: 2328.593506
	Iteration 0F: 2 clusters Score -1405179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1396297.750000 Penalty: 4657.187012
	Iteration 0F: 3 clusters Score -1396298 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1399023.375000 Penalty: 4657.187012
	Iteration 1F: 3 clusters Score -1399023 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1399537.750000 Penalty: 4657.187012
	Iteration 2F: 3 clusters Score -1399538 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1399997.250000 Penalty: 4657.187012
	Iteration 3F: 3 clusters Score -1399997 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1400478.750000 Penalty: 4657.187012
	Iteration 4F: 3 clusters Score -1400479 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1401088.125000 Penalty: 4657.187012
	Iteration 5F: 3 clusters Score -1401088 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1401748.875000 Penalty: 4657.187012
	Iteration 6F: 3 clusters Score -1401749 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1402533.375000 Penalty: 4657.187012
	Iteration 7F: 3 clusters Score -1402533 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1403455.750000 Penalty: 4657.187012
	Iteration 8F: 3 clusters Score -1403456 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1404165.250000 Penalty: 4657.187012
	Iteration 9F: 3 clusters Score -1404165 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1404610.000000 Penalty: 4657.187012
	Iteration 10Q: 3 clusters Score -1404610 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1404815.875000 Penalty: 4657.187012
	Iteration 11Q: 3 clusters Score -1404816 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1404912.625000 Penalty: 4657.187012
	Iteration 12Q: 3 clusters Score -1404913 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1404964.000000 Penalty: 4657.187012
	Iteration 13Q: 3 clusters Score -1404964 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1404989.625000 Penalty: 4657.187012
	Iteration 14Q: 3 clusters Score -1404990 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1405005.375000 Penalty: 4657.187012
	Iteration 15Q: 3 clusters Score -1405005 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1405017.250000 Penalty: 4657.187012
	Iteration 16Q: 3 clusters Score -1405017 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1405031.250000 Penalty: 4657.187012
	Iteration 17Q: 3 clusters Score -1405031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1405032.375000 Penalty: 4657.187012
	Iteration 18Q: 3 clusters Score -1405032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1405042.875000 Penalty: 4657.187012
	Iteration 19Q: 3 clusters Score -1405043 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1405048.000000 Penalty: 4657.187012
	Iteration 20F: 3 clusters Score -1405048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1405054.750000 Penalty: 4657.187012
	Iteration 21Q: 3 clusters Score -1405055 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1405060.250000 Penalty: 4657.187012
	Iteration 22Q: 3 clusters Score -1405060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1405062.375000 Penalty: 4657.187012
	Iteration 23Q: 3 clusters Score -1405062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1405073.500000 Penalty: 4657.187012
	Iteration 24Q: 3 clusters Score -1405074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1405073.625000 Penalty: 4657.187012
	Iteration 25Q: 3 clusters Score -1405074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1405076.500000 Penalty: 4657.187012
	Iteration 26Q: 3 clusters Score -1405076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1405079.875000 Penalty: 4657.187012
	Iteration 27Q: 3 clusters Score -1405080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1405086.250000 Penalty: 4657.187012
	Iteration 28Q: 3 clusters Score -1405086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1405087.500000 Penalty: 4657.187012
	Iteration 29Q: 3 clusters Score -1405088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1405091.000000 Penalty: 4657.187012
	Iteration 30Q: 3 clusters Score -1405091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1405095.500000 Penalty: 4657.187012
	Iteration 31Q: 3 clusters Score -1405096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1405094.625000 Penalty: 4657.187012
	Iteration 32Q: 3 clusters Score -1405095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1405091.375000 Penalty: 4657.187012
	Iteration 33Q: 3 clusters Score -1405091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1405094.875000 Penalty: 4657.187012
	Iteration 34Q: 3 clusters Score -1405095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1405095.500000 Penalty: 4657.187012
	Iteration 35Q: 3 clusters Score -1405096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1405094.375000 Penalty: 4657.187012
	Iteration 36Q: 3 clusters Score -1405094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1405094.375000 Penalty: 4657.187012
	Iteration 37F: 3 clusters Score -1405094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -68378.703125 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -68378.7 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 327 members 
Entering Unmasked Estep 
Score: -66739.250000 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -66739.25 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66977.585938 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -66977.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -67029.960938 Penalty: 3205.662598
	Iteration 2Q: 3 clusters Score -67029.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67062.429688 Penalty: 3205.662598
	Iteration 3Q: 3 clusters Score -67062.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -67068.507812 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -67068.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67071.593750 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -67071.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67074.109375 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -67074.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67080.515625 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -67080.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67083.929688 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -67083.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67083.929688 Penalty: 3205.662598
	Iteration 9F: 3 clusters Score -67083.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Entering Unmasked Estep 
Score: -1307127.375000 Penalty: 2305.377197
	Iteration 0F: 2 clusters Score -1307127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1298920.000000 Penalty: 4610.754395
	Iteration 0F: 3 clusters Score -1298920 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1301345.875000 Penalty: 4610.754395
	Iteration 1F: 3 clusters Score -1301346 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1301709.750000 Penalty: 4610.754395
	Iteration 2F: 3 clusters Score -1301710 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1302028.750000 Penalty: 4610.754395
	Iteration 3F: 3 clusters Score -1302029 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1302366.250000 Penalty: 4610.754395
	Iteration 4F: 3 clusters Score -1302366 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1302771.875000 Penalty: 4610.754395
	Iteration 5F: 3 clusters Score -1302772 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1303183.125000 Penalty: 4610.754395
	Iteration 6F: 3 clusters Score -1303183 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1303607.125000 Penalty: 4610.754395
	Iteration 7F: 3 clusters Score -1303607 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1304033.250000 Penalty: 4610.754395
	Iteration 8F: 3 clusters Score -1304033 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1304380.750000 Penalty: 4610.754395
	Iteration 9Q: 3 clusters Score -1304381 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1304636.000000 Penalty: 4610.754395
	Iteration 10Q: 3 clusters Score -1304636 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1304813.375000 Penalty: 4610.754395
	Iteration 11Q: 3 clusters Score -1304813 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1304937.375000 Penalty: 4610.754395
	Iteration 12Q: 3 clusters Score -1304937 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1305026.125000 Penalty: 4610.754395
	Iteration 13Q: 3 clusters Score -1305026 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1305083.500000 Penalty: 4610.754395
	Iteration 14Q: 3 clusters Score -1305084 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1305125.250000 Penalty: 4610.754395
	Iteration 15Q: 3 clusters Score -1305125 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1305146.750000 Penalty: 4610.754395
	Iteration 16Q: 3 clusters Score -1305147 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1305167.125000 Penalty: 4610.754395
	Iteration 17Q: 3 clusters Score -1305167 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1305179.750000 Penalty: 4610.754395
	Iteration 18Q: 3 clusters Score -1305180 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1305199.000000 Penalty: 4610.754395
	Iteration 19Q: 3 clusters Score -1305199 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1305210.750000 Penalty: 4610.754395
	Iteration 20F: 3 clusters Score -1305211 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1305220.375000 Penalty: 4610.754395
	Iteration 21Q: 3 clusters Score -1305220 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1305234.375000 Penalty: 4610.754395
	Iteration 22Q: 3 clusters Score -1305234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1305251.000000 Penalty: 4610.754395
	Iteration 23Q: 3 clusters Score -1305251 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1305262.000000 Penalty: 4610.754395
	Iteration 24Q: 3 clusters Score -1305262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1305269.875000 Penalty: 4610.754395
	Iteration 25Q: 3 clusters Score -1305270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1305280.250000 Penalty: 4610.754395
	Iteration 26Q: 3 clusters Score -1305280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1305295.125000 Penalty: 4610.754395
	Iteration 27Q: 3 clusters Score -1305295 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1305303.250000 Penalty: 4610.754395
	Iteration 28Q: 3 clusters Score -1305303 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1305307.000000 Penalty: 4610.754395
	Iteration 29Q: 3 clusters Score -1305307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1305313.875000 Penalty: 4610.754395
	Iteration 30Q: 3 clusters Score -1305314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1305323.000000 Penalty: 4610.754395
	Iteration 31Q: 3 clusters Score -1305323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1305326.000000 Penalty: 4610.754395
	Iteration 32Q: 3 clusters Score -1305326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1305329.375000 Penalty: 4610.754395
	Iteration 33Q: 3 clusters Score -1305329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1305339.125000 Penalty: 4610.754395
	Iteration 34Q: 3 clusters Score -1305339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1305345.375000 Penalty: 4610.754395
	Iteration 35Q: 3 clusters Score -1305345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1305355.375000 Penalty: 4610.754395
	Iteration 36Q: 3 clusters Score -1305355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1305359.625000 Penalty: 4610.754395
	Iteration 37Q: 3 clusters Score -1305360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1305370.750000 Penalty: 4610.754395
	Iteration 38Q: 3 clusters Score -1305371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1305375.125000 Penalty: 4610.754395
	Iteration 39Q: 3 clusters Score -1305375 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1305383.125000 Penalty: 4610.754395
	Iteration 40F: 3 clusters Score -1305383 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1305392.000000 Penalty: 4610.754395
	Iteration 41Q: 3 clusters Score -1305392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1305398.750000 Penalty: 4610.754395
	Iteration 42Q: 3 clusters Score -1305399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1305405.625000 Penalty: 4610.754395
	Iteration 43Q: 3 clusters Score -1305406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1305407.375000 Penalty: 4610.754395
	Iteration 44Q: 3 clusters Score -1305407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1305409.875000 Penalty: 4610.754395
	Iteration 45Q: 3 clusters Score -1305410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1305411.625000 Penalty: 4610.754395
	Iteration 46Q: 3 clusters Score -1305412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1305413.250000 Penalty: 4610.754395
	Iteration 47Q: 3 clusters Score -1305413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1305420.500000 Penalty: 4610.754395
	Iteration 48Q: 3 clusters Score -1305420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1305428.875000 Penalty: 4610.754395
	Iteration 49Q: 3 clusters Score -1305429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1305436.250000 Penalty: 4610.754395
	Iteration 50Q: 3 clusters Score -1305436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1305444.125000 Penalty: 4610.754395
	Iteration 51Q: 3 clusters Score -1305444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1305449.500000 Penalty: 4610.754395
	Iteration 52Q: 3 clusters Score -1305450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1305451.250000 Penalty: 4610.754395
	Iteration 53Q: 3 clusters Score -1305451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1305454.125000 Penalty: 4610.754395
	Iteration 54Q: 3 clusters Score -1305454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1305455.625000 Penalty: 4610.754395
	Iteration 55Q: 3 clusters Score -1305456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1305452.500000 Penalty: 4610.754395
	Iteration 56Q: 3 clusters Score -1305452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1305456.500000 Penalty: 4610.754395
	Iteration 57Q: 3 clusters Score -1305456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1305456.750000 Penalty: 4610.754395
	Iteration 58Q: 3 clusters Score -1305457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1305457.750000 Penalty: 4610.754395
	Iteration 59Q: 3 clusters Score -1305458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1305460.250000 Penalty: 4610.754395
	Iteration 60F: 3 clusters Score -1305460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1305464.500000 Penalty: 4610.754395
	Iteration 61Q: 3 clusters Score -1305464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1305464.250000 Penalty: 4610.754395
	Iteration 62Q: 3 clusters Score -1305464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1305462.750000 Penalty: 4610.754395
	Iteration 63Q: 3 clusters Score -1305463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1305466.375000 Penalty: 4610.754395
	Iteration 64Q: 3 clusters Score -1305466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1305473.250000 Penalty: 4610.754395
	Iteration 65Q: 3 clusters Score -1305473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1305472.250000 Penalty: 4610.754395
	Iteration 66Q: 3 clusters Score -1305472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1305472.375000 Penalty: 4610.754395
	Iteration 67Q: 3 clusters Score -1305472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1305471.500000 Penalty: 4610.754395
	Iteration 68Q: 3 clusters Score -1305472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1305476.875000 Penalty: 4610.754395
	Iteration 69Q: 3 clusters Score -1305477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1305478.250000 Penalty: 4610.754395
	Iteration 70Q: 3 clusters Score -1305478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1305477.500000 Penalty: 4610.754395
	Iteration 71Q: 3 clusters Score -1305478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1305480.625000 Penalty: 4610.754395
	Iteration 72Q: 3 clusters Score -1305481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1305481.125000 Penalty: 4610.754395
	Iteration 73Q: 3 clusters Score -1305481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1305482.750000 Penalty: 4610.754395
	Iteration 74Q: 3 clusters Score -1305483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1305483.875000 Penalty: 4610.754395
	Iteration 75Q: 3 clusters Score -1305484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1305486.125000 Penalty: 4610.754395
	Iteration 76Q: 3 clusters Score -1305486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1305494.625000 Penalty: 4610.754395
	Iteration 77Q: 3 clusters Score -1305495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1305497.000000 Penalty: 4610.754395
	Iteration 78Q: 3 clusters Score -1305497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1305500.250000 Penalty: 4610.754395
	Iteration 79Q: 3 clusters Score -1305500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1305506.125000 Penalty: 4610.754395
	Iteration 80F: 3 clusters Score -1305506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1305507.875000 Penalty: 4610.754395
	Iteration 81Q: 3 clusters Score -1305508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1305515.125000 Penalty: 4610.754395
	Iteration 82Q: 3 clusters Score -1305515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1305514.625000 Penalty: 4610.754395
	Iteration 83Q: 3 clusters Score -1305515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1305517.500000 Penalty: 4610.754395
	Iteration 84Q: 3 clusters Score -1305518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1305519.000000 Penalty: 4610.754395
	Iteration 85Q: 3 clusters Score -1305519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1305525.500000 Penalty: 4610.754395
	Iteration 86Q: 3 clusters Score -1305526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1305523.375000 Penalty: 4610.754395
	Iteration 87Q: 3 clusters Score -1305523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1305529.875000 Penalty: 4610.754395
	Iteration 88Q: 3 clusters Score -1305530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1305531.500000 Penalty: 4610.754395
	Iteration 89Q: 3 clusters Score -1305532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1305531.625000 Penalty: 4610.754395
	Iteration 90Q: 3 clusters Score -1305532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1305542.000000 Penalty: 4610.754395
	Iteration 91Q: 3 clusters Score -1305542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1305539.500000 Penalty: 4610.754395
	Iteration 92Q: 3 clusters Score -1305540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1305542.750000 Penalty: 4610.754395
	Iteration 93Q: 3 clusters Score -1305543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1305543.875000 Penalty: 4610.754395
	Iteration 94Q: 3 clusters Score -1305544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1305543.500000 Penalty: 4610.754395
	Iteration 95Q: 3 clusters Score -1305544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1305543.500000 Penalty: 4610.754395
	Iteration 96F: 3 clusters Score -1305544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Entering Unmasked Estep 
Score: -2309104.250000 Penalty: 2456.708740
	Iteration 0F: 2 clusters Score -2309104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2294950.500000 Penalty: 4913.417480
	Iteration 0F: 3 clusters Score -2294950 nChanged 8878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2299832.250000 Penalty: 4913.417480
	Iteration 1F: 3 clusters Score -2299832 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2300476.500000 Penalty: 4913.417480
	Iteration 2F: 3 clusters Score -2300476 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2301133.750000 Penalty: 4913.417480
	Iteration 3F: 3 clusters Score -2301134 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2301866.500000 Penalty: 4913.417480
	Iteration 4F: 3 clusters Score -2301866 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2302604.250000 Penalty: 4913.417480
	Iteration 5F: 3 clusters Score -2302604 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2303326.750000 Penalty: 4913.417480
	Iteration 6F: 3 clusters Score -2303327 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2304008.750000 Penalty: 4913.417480
	Iteration 7F: 3 clusters Score -2304009 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2304680.750000 Penalty: 4913.417480
	Iteration 8Q: 3 clusters Score -2304681 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2305266.500000 Penalty: 4913.417480
	Iteration 9Q: 3 clusters Score -2305266 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2305766.750000 Penalty: 4913.417480
	Iteration 10Q: 3 clusters Score -2305767 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2306196.000000 Penalty: 4913.417480
	Iteration 11Q: 3 clusters Score -2306196 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2306562.250000 Penalty: 4913.417480
	Iteration 12Q: 3 clusters Score -2306562 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2306845.750000 Penalty: 4913.417480
	Iteration 13Q: 3 clusters Score -2306846 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2307036.500000 Penalty: 4913.417480
	Iteration 14Q: 3 clusters Score -2307036 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2307157.500000 Penalty: 4913.417480
	Iteration 15Q: 3 clusters Score -2307158 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2307239.000000 Penalty: 4913.417480
	Iteration 16Q: 3 clusters Score -2307239 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2307305.750000 Penalty: 4913.417480
	Iteration 17Q: 3 clusters Score -2307306 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2307379.500000 Penalty: 4913.417480
	Iteration 18Q: 3 clusters Score -2307380 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2307428.500000 Penalty: 4913.417480
	Iteration 19Q: 3 clusters Score -2307428 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2307475.750000 Penalty: 4913.417480
	Iteration 20F: 3 clusters Score -2307476 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2307517.750000 Penalty: 4913.417480
	Iteration 21Q: 3 clusters Score -2307518 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2307554.750000 Penalty: 4913.417480
	Iteration 22Q: 3 clusters Score -2307555 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2307589.500000 Penalty: 4913.417480
	Iteration 23Q: 3 clusters Score -2307590 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2307626.500000 Penalty: 4913.417480
	Iteration 24Q: 3 clusters Score -2307626 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2307650.500000 Penalty: 4913.417480
	Iteration 25Q: 3 clusters Score -2307650 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2307679.250000 Penalty: 4913.417480
	Iteration 26Q: 3 clusters Score -2307679 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2307703.250000 Penalty: 4913.417480
	Iteration 27Q: 3 clusters Score -2307703 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2307735.000000 Penalty: 4913.417480
	Iteration 28Q: 3 clusters Score -2307735 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2307760.750000 Penalty: 4913.417480
	Iteration 29Q: 3 clusters Score -2307761 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2307782.000000 Penalty: 4913.417480
	Iteration 30Q: 3 clusters Score -2307782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2307806.250000 Penalty: 4913.417480
	Iteration 31Q: 3 clusters Score -2307806 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2307838.250000 Penalty: 4913.417480
	Iteration 32Q: 3 clusters Score -2307838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2307884.750000 Penalty: 4913.417480
	Iteration 33Q: 3 clusters Score -2307885 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2307927.000000 Penalty: 4913.417480
	Iteration 34Q: 3 clusters Score -2307927 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2307962.000000 Penalty: 4913.417480
	Iteration 35Q: 3 clusters Score -2307962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2307978.500000 Penalty: 4913.417480
	Iteration 36Q: 3 clusters Score -2307978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2308003.000000 Penalty: 4913.417480
	Iteration 37Q: 3 clusters Score -2308003 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2308026.500000 Penalty: 4913.417480
	Iteration 38Q: 3 clusters Score -2308026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2308037.250000 Penalty: 4913.417480
	Iteration 39Q: 3 clusters Score -2308037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2308042.000000 Penalty: 4913.417480
	Iteration 40F: 3 clusters Score -2308042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2308039.750000 Penalty: 4913.417480
	Iteration 41Q: 3 clusters Score -2308040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2308041.500000 Penalty: 4913.417480
	Iteration 42Q: 3 clusters Score -2308042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2308041.500000 Penalty: 4913.417480
	Iteration 43Q: 3 clusters Score -2308042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2308038.750000 Penalty: 4913.417480
	Iteration 44Q: 3 clusters Score -2308039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2308042.750000 Penalty: 4913.417480
	Iteration 45Q: 3 clusters Score -2308043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2308042.750000 Penalty: 4913.417480
	Iteration 46Q: 3 clusters Score -2308043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2308042.750000 Penalty: 4913.417480
	Iteration 47F: 3 clusters Score -2308043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Entering Unmasked Estep 
Score: -1167313.750000 Penalty: 2273.911377
	Iteration 0F: 2 clusters Score -1167314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1159887.375000 Penalty: 4547.822754
	Iteration 0F: 3 clusters Score -1159887 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1162210.875000 Penalty: 4547.822754
	Iteration 1F: 3 clusters Score -1162211 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1162665.500000 Penalty: 4547.822754
	Iteration 2F: 3 clusters Score -1162666 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1163028.625000 Penalty: 4547.822754
	Iteration 3F: 3 clusters Score -1163029 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1163321.750000 Penalty: 4547.822754
	Iteration 4F: 3 clusters Score -1163322 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1163564.250000 Penalty: 4547.822754
	Iteration 5Q: 3 clusters Score -1163564 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1163789.250000 Penalty: 4547.822754
	Iteration 6Q: 3 clusters Score -1163789 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1164007.375000 Penalty: 4547.822754
	Iteration 7Q: 3 clusters Score -1164007 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1164199.625000 Penalty: 4547.822754
	Iteration 8Q: 3 clusters Score -1164200 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1164387.625000 Penalty: 4547.822754
	Iteration 9Q: 3 clusters Score -1164388 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1164529.750000 Penalty: 4547.822754
	Iteration 10Q: 3 clusters Score -1164530 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1164645.125000 Penalty: 4547.822754
	Iteration 11Q: 3 clusters Score -1164645 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1164738.500000 Penalty: 4547.822754
	Iteration 12Q: 3 clusters Score -1164738 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1164809.125000 Penalty: 4547.822754
	Iteration 13Q: 3 clusters Score -1164809 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1164880.625000 Penalty: 4547.822754
	Iteration 14Q: 3 clusters Score -1164881 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1164930.375000 Penalty: 4547.822754
	Iteration 15Q: 3 clusters Score -1164930 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1164965.750000 Penalty: 4547.822754
	Iteration 16Q: 3 clusters Score -1164966 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1164993.250000 Penalty: 4547.822754
	Iteration 17Q: 3 clusters Score -1164993 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1165005.125000 Penalty: 4547.822754
	Iteration 18Q: 3 clusters Score -1165005 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1165014.875000 Penalty: 4547.822754
	Iteration 19Q: 3 clusters Score -1165015 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1165028.500000 Penalty: 4547.822754
	Iteration 20F: 3 clusters Score -1165028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1165036.000000 Penalty: 4547.822754
	Iteration 21Q: 3 clusters Score -1165036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1165040.750000 Penalty: 4547.822754
	Iteration 22Q: 3 clusters Score -1165041 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1165049.125000 Penalty: 4547.822754
	Iteration 23Q: 3 clusters Score -1165049 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1165051.500000 Penalty: 4547.822754
	Iteration 24Q: 3 clusters Score -1165052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1165057.625000 Penalty: 4547.822754
	Iteration 25Q: 3 clusters Score -1165058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1165061.250000 Penalty: 4547.822754
	Iteration 26Q: 3 clusters Score -1165061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1165063.750000 Penalty: 4547.822754
	Iteration 27Q: 3 clusters Score -1165064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1165065.250000 Penalty: 4547.822754
	Iteration 28Q: 3 clusters Score -1165065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1165068.250000 Penalty: 4547.822754
	Iteration 29Q: 3 clusters Score -1165068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1165071.125000 Penalty: 4547.822754
	Iteration 30Q: 3 clusters Score -1165071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1165076.625000 Penalty: 4547.822754
	Iteration 31Q: 3 clusters Score -1165077 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1165079.625000 Penalty: 4547.822754
	Iteration 32Q: 3 clusters Score -1165080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1165081.000000 Penalty: 4547.822754
	Iteration 33Q: 3 clusters Score -1165081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1165084.875000 Penalty: 4547.822754
	Iteration 34Q: 3 clusters Score -1165085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1165087.125000 Penalty: 4547.822754
	Iteration 35Q: 3 clusters Score -1165087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1165088.000000 Penalty: 4547.822754
	Iteration 36Q: 3 clusters Score -1165088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1165090.250000 Penalty: 4547.822754
	Iteration 37Q: 3 clusters Score -1165090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1165091.250000 Penalty: 4547.822754
	Iteration 38Q: 3 clusters Score -1165091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1165091.250000 Penalty: 4547.822754
	Iteration 39Q: 3 clusters Score -1165091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1165092.000000 Penalty: 4547.822754
	Iteration 40F: 3 clusters Score -1165092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1165091.875000 Penalty: 4547.822754
	Iteration 41Q: 3 clusters Score -1165092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1165092.375000 Penalty: 4547.822754
	Iteration 42Q: 3 clusters Score -1165092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1165091.875000 Penalty: 4547.822754
	Iteration 43Q: 3 clusters Score -1165092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1165093.750000 Penalty: 4547.822754
	Iteration 44Q: 3 clusters Score -1165094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1165093.750000 Penalty: 4547.822754
	Iteration 45F: 3 clusters Score -1165094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Entering Unmasked Estep 
Score: -2481912.500000 Penalty: 2461.473877
	Iteration 0F: 2 clusters Score -2481912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2467607.500000 Penalty: 4922.947754
	Iteration 0F: 3 clusters Score -2467608 nChanged 8887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2472331.250000 Penalty: 4922.947754
	Iteration 1F: 3 clusters Score -2472331 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2472814.750000 Penalty: 4922.947754
	Iteration 2F: 3 clusters Score -2472815 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2473266.000000 Penalty: 4922.947754
	Iteration 3F: 3 clusters Score -2473266 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2473661.500000 Penalty: 4922.947754
	Iteration 4Q: 3 clusters Score -2473662 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2474041.000000 Penalty: 4922.947754
	Iteration 5Q: 3 clusters Score -2474041 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2474404.750000 Penalty: 4922.947754
	Iteration 6Q: 3 clusters Score -2474405 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2474842.000000 Penalty: 4922.947754
	Iteration 7Q: 3 clusters Score -2474842 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2475309.000000 Penalty: 4922.947754
	Iteration 8Q: 3 clusters Score -2475309 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2475828.500000 Penalty: 4922.947754
	Iteration 9Q: 3 clusters Score -2475828 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2476396.500000 Penalty: 4922.947754
	Iteration 10Q: 3 clusters Score -2476396 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2476894.250000 Penalty: 4922.947754
	Iteration 11Q: 3 clusters Score -2476894 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2477345.000000 Penalty: 4922.947754
	Iteration 12Q: 3 clusters Score -2477345 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2477703.750000 Penalty: 4922.947754
	Iteration 13Q: 3 clusters Score -2477704 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2477962.000000 Penalty: 4922.947754
	Iteration 14Q: 3 clusters Score -2477962 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2478172.500000 Penalty: 4922.947754
	Iteration 15Q: 3 clusters Score -2478172 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2478322.750000 Penalty: 4922.947754
	Iteration 16Q: 3 clusters Score -2478323 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2478419.250000 Penalty: 4922.947754
	Iteration 17Q: 3 clusters Score -2478419 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2478485.000000 Penalty: 4922.947754
	Iteration 18Q: 3 clusters Score -2478485 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2478556.250000 Penalty: 4922.947754
	Iteration 19Q: 3 clusters Score -2478556 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2478609.000000 Penalty: 4922.947754
	Iteration 20F: 3 clusters Score -2478609 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2478669.000000 Penalty: 4922.947754
	Iteration 21Q: 3 clusters Score -2478669 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2478716.750000 Penalty: 4922.947754
	Iteration 22Q: 3 clusters Score -2478717 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2478761.250000 Penalty: 4922.947754
	Iteration 23Q: 3 clusters Score -2478761 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2478812.000000 Penalty: 4922.947754
	Iteration 24Q: 3 clusters Score -2478812 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2478872.250000 Penalty: 4922.947754
	Iteration 25Q: 3 clusters Score -2478872 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2478942.000000 Penalty: 4922.947754
	Iteration 26Q: 3 clusters Score -2478942 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2478995.750000 Penalty: 4922.947754
	Iteration 27Q: 3 clusters Score -2478996 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -2479052.750000 Penalty: 4922.947754
	Iteration 28Q: 3 clusters Score -2479053 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2479105.250000 Penalty: 4922.947754
	Iteration 29Q: 3 clusters Score -2479105 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2479146.500000 Penalty: 4922.947754
	Iteration 30Q: 3 clusters Score -2479146 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2479192.250000 Penalty: 4922.947754
	Iteration 31Q: 3 clusters Score -2479192 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2479244.750000 Penalty: 4922.947754
	Iteration 32Q: 3 clusters Score -2479245 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2479291.500000 Penalty: 4922.947754
	Iteration 33Q: 3 clusters Score -2479292 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2479327.250000 Penalty: 4922.947754
	Iteration 34Q: 3 clusters Score -2479327 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2479372.250000 Penalty: 4922.947754
	Iteration 35Q: 3 clusters Score -2479372 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2479404.500000 Penalty: 4922.947754
	Iteration 36Q: 3 clusters Score -2479404 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2479454.250000 Penalty: 4922.947754
	Iteration 37Q: 3 clusters Score -2479454 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2479506.750000 Penalty: 4922.947754
	Iteration 38Q: 3 clusters Score -2479507 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2479570.250000 Penalty: 4922.947754
	Iteration 39Q: 3 clusters Score -2479570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2479620.750000 Penalty: 4922.947754
	Iteration 40F: 3 clusters Score -2479621 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2479678.500000 Penalty: 4922.947754
	Iteration 41Q: 3 clusters Score -2479678 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2479725.500000 Penalty: 4922.947754
	Iteration 42Q: 3 clusters Score -2479726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2479759.250000 Penalty: 4922.947754
	Iteration 43Q: 3 clusters Score -2479759 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2479803.500000 Penalty: 4922.947754
	Iteration 44Q: 3 clusters Score -2479804 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2479828.250000 Penalty: 4922.947754
	Iteration 45Q: 3 clusters Score -2479828 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2479855.500000 Penalty: 4922.947754
	Iteration 46Q: 3 clusters Score -2479856 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2479871.000000 Penalty: 4922.947754
	Iteration 47Q: 3 clusters Score -2479871 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2479892.500000 Penalty: 4922.947754
	Iteration 48Q: 3 clusters Score -2479892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2479913.500000 Penalty: 4922.947754
	Iteration 49Q: 3 clusters Score -2479914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2479926.500000 Penalty: 4922.947754
	Iteration 50Q: 3 clusters Score -2479926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2479930.500000 Penalty: 4922.947754
	Iteration 51Q: 3 clusters Score -2479930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2479951.750000 Penalty: 4922.947754
	Iteration 52Q: 3 clusters Score -2479952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2479973.000000 Penalty: 4922.947754
	Iteration 53Q: 3 clusters Score -2479973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -2479980.000000 Penalty: 4922.947754
	Iteration 54Q: 3 clusters Score -2479980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2479985.250000 Penalty: 4922.947754
	Iteration 55Q: 3 clusters Score -2479985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2479995.250000 Penalty: 4922.947754
	Iteration 56Q: 3 clusters Score -2479995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2480008.000000 Penalty: 4922.947754
	Iteration 57Q: 3 clusters Score -2480008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2480020.250000 Penalty: 4922.947754
	Iteration 58Q: 3 clusters Score -2480020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2480020.000000 Penalty: 4922.947754
	Iteration 59Q: 3 clusters Score -2480020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2480022.750000 Penalty: 4922.947754
	Iteration 60F: 3 clusters Score -2480023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2480022.750000 Penalty: 4922.947754
	Iteration 61Q: 3 clusters Score -2480023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2480025.250000 Penalty: 4922.947754
	Iteration 62Q: 3 clusters Score -2480025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2480026.500000 Penalty: 4922.947754
	Iteration 63Q: 3 clusters Score -2480026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -2480028.000000 Penalty: 4922.947754
	Iteration 64Q: 3 clusters Score -2480028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -2480034.000000 Penalty: 4922.947754
	Iteration 65Q: 3 clusters Score -2480034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2480039.500000 Penalty: 4922.947754
	Iteration 66Q: 3 clusters Score -2480040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -2480048.750000 Penalty: 4922.947754
	Iteration 67Q: 3 clusters Score -2480049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2480048.250000 Penalty: 4922.947754
	Iteration 68Q: 3 clusters Score -2480048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -2480054.750000 Penalty: 4922.947754
	Iteration 69Q: 3 clusters Score -2480055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -2480058.500000 Penalty: 4922.947754
	Iteration 70Q: 3 clusters Score -2480058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -2480063.250000 Penalty: 4922.947754
	Iteration 71Q: 3 clusters Score -2480063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2480069.000000 Penalty: 4922.947754
	Iteration 72Q: 3 clusters Score -2480069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2480074.000000 Penalty: 4922.947754
	Iteration 73Q: 3 clusters Score -2480074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2480074.500000 Penalty: 4922.947754
	Iteration 74Q: 3 clusters Score -2480074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2480078.000000 Penalty: 4922.947754
	Iteration 75Q: 3 clusters Score -2480078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2480076.000000 Penalty: 4922.947754
	Iteration 76Q: 3 clusters Score -2480076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2480079.500000 Penalty: 4922.947754
	Iteration 77Q: 3 clusters Score -2480080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2480078.000000 Penalty: 4922.947754
	Iteration 78Q: 3 clusters Score -2480078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2480080.500000 Penalty: 4922.947754
	Iteration 79Q: 3 clusters Score -2480080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -2480082.250000 Penalty: 4922.947754
	Iteration 80F: 3 clusters Score -2480082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2480084.250000 Penalty: 4922.947754
	Iteration 81Q: 3 clusters Score -2480084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2480082.500000 Penalty: 4922.947754
	Iteration 82Q: 3 clusters Score -2480082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2480084.750000 Penalty: 4922.947754
	Iteration 83Q: 3 clusters Score -2480085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2480084.750000 Penalty: 4922.947754
	Iteration 84F: 3 clusters Score -2480085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (237626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237626 members 
Entering Unmasked Estep 
Score: -28980072.000000 Penalty: 3069.856445
	Iteration 0F: 2 clusters Score -2.898007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118584 members 
Mstep: Class 2 contains 119042 members 
Entering Unmasked Estep 
Score: -28824586.000000 Penalty: 6139.712891
	Iteration 0F: 3 clusters Score -2.882459e+07 nChanged 114555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111967 members 
Mstep: Class 2 contains 125659 members 
Entering Unmasked Estep 
Score: -28894564.000000 Penalty: 6139.712891
	Iteration 1F: 3 clusters Score -2.889456e+07 nChanged 10748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106633 members 
Mstep: Class 2 contains 130993 members 
Entering Unmasked Estep 
Score: -28899524.000000 Penalty: 6139.712891
	Iteration 2Q: 3 clusters Score -2.889952e+07 nChanged 14082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98061 members 
Mstep: Class 2 contains 139565 members 
Entering Unmasked Estep 
Score: -28907210.000000 Penalty: 6139.712891
	Iteration 3F: 3 clusters Score -2.890721e+07 nChanged 17036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85637 members 
Mstep: Class 2 contains 151989 members 
Entering Unmasked Estep 
Score: -28917534.000000 Penalty: 6139.712891
	Iteration 4F: 3 clusters Score -2.891753e+07 nChanged 18653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70162 members 
Mstep: Class 2 contains 167464 members 
Entering Unmasked Estep 
Score: -28929928.000000 Penalty: 6139.712891
	Iteration 5F: 3 clusters Score -2.892993e+07 nChanged 18129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53651 members 
Mstep: Class 2 contains 183975 members 
Entering Unmasked Estep 
Score: -28942956.000000 Penalty: 6139.712891
	Iteration 6F: 3 clusters Score -2.894296e+07 nChanged 15438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 198737 members 
Entering Unmasked Estep 
Score: -28955740.000000 Penalty: 6139.712891
	Iteration 7F: 3 clusters Score -2.895574e+07 nChanged 11400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 209851 members 
Entering Unmasked Estep 
Score: -28967756.000000 Penalty: 6139.712891
	Iteration 8Q: 3 clusters Score -2.896776e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 216240 members 
Entering Unmasked Estep 
Score: -28976830.000000 Penalty: 6139.712891
	Iteration 9Q: 3 clusters Score -2.897683e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 219061 members 
Entering Unmasked Estep 
Score: -28980854.000000 Penalty: 6139.712891
	Iteration 10Q: 3 clusters Score -2.898085e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 220817 members 
Entering Unmasked Estep 
Score: -28982614.000000 Penalty: 6139.712891
	Iteration 11Q: 3 clusters Score -2.898261e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 222230 members 
Entering Unmasked Estep 
Score: -28983586.000000 Penalty: 6139.712891
	Iteration 12Q: 3 clusters Score -2.898359e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 223309 members 
Entering Unmasked Estep 
Score: -28984132.000000 Penalty: 6139.712891
	Iteration 13Q: 3 clusters Score -2.898413e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 224181 members 
Entering Unmasked Estep 
Score: -28984418.000000 Penalty: 6139.712891
	Iteration 14Q: 3 clusters Score -2.898442e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 224876 members 
Entering Unmasked Estep 
Score: -28984612.000000 Penalty: 6139.712891
	Iteration 15Q: 3 clusters Score -2.898461e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 225438 members 
Entering Unmasked Estep 
Score: -28984808.000000 Penalty: 6139.712891
	Iteration 16Q: 3 clusters Score -2.898481e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 225905 members 
Entering Unmasked Estep 
Score: -28984946.000000 Penalty: 6139.712891
	Iteration 17Q: 3 clusters Score -2.898495e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 226285 members 
Entering Unmasked Estep 
Score: -28985036.000000 Penalty: 6139.712891
	Iteration 18Q: 3 clusters Score -2.898504e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 226581 members 
Entering Unmasked Estep 
Score: -28985034.000000 Penalty: 6139.712891
	Iteration 19Q: 3 clusters Score -2.898503e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 226808 members 
Entering Unmasked Estep 
Score: -28985004.000000 Penalty: 6139.712891
	Iteration 20F: 3 clusters Score -2.8985e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 226991 members 
Entering Unmasked Estep 
Score: -28985038.000000 Penalty: 6139.712891
	Iteration 21Q: 3 clusters Score -2.898504e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 227134 members 
Entering Unmasked Estep 
Score: -28985040.000000 Penalty: 6139.712891
	Iteration 22Q: 3 clusters Score -2.898504e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 227250 members 
Entering Unmasked Estep 
Score: -28985060.000000 Penalty: 6139.712891
	Iteration 23Q: 3 clusters Score -2.898506e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 227345 members 
Entering Unmasked Estep 
Score: -28984972.000000 Penalty: 6139.712891
	Iteration 24Q: 3 clusters Score -2.898497e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 227433 members 
Entering Unmasked Estep 
Score: -28984994.000000 Penalty: 6139.712891
	Iteration 25Q: 3 clusters Score -2.898499e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 227493 members 
Entering Unmasked Estep 
Score: -28984992.000000 Penalty: 6139.712891
	Iteration 26Q: 3 clusters Score -2.898499e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 227537 members 
Entering Unmasked Estep 
Score: -28985016.000000 Penalty: 6139.712891
	Iteration 27Q: 3 clusters Score -2.898502e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 227577 members 
Entering Unmasked Estep 
Score: -28985022.000000 Penalty: 6139.712891
	Iteration 28Q: 3 clusters Score -2.898502e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 227616 members 
Entering Unmasked Estep 
Score: -28985050.000000 Penalty: 6139.712891
	Iteration 29Q: 3 clusters Score -2.898505e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 227638 members 
Entering Unmasked Estep 
Score: -28985016.000000 Penalty: 6139.712891
	Iteration 30Q: 3 clusters Score -2.898502e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 227656 members 
Entering Unmasked Estep 
Score: -28985010.000000 Penalty: 6139.712891
	Iteration 31Q: 3 clusters Score -2.898501e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 227674 members 
Entering Unmasked Estep 
Score: -28985014.000000 Penalty: 6139.712891
	Iteration 32Q: 3 clusters Score -2.898501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 227684 members 
Entering Unmasked Estep 
Score: -28985002.000000 Penalty: 6139.712891
	Iteration 33Q: 3 clusters Score -2.8985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 227687 members 
Entering Unmasked Estep 
Score: -28985010.000000 Penalty: 6139.712891
	Iteration 34Q: 3 clusters Score -2.898501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 227694 members 
Entering Unmasked Estep 
Score: -28985008.000000 Penalty: 6139.712891
	Iteration 35Q: 3 clusters Score -2.898501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 227702 members 
Entering Unmasked Estep 
Score: -28985026.000000 Penalty: 6139.712891
	Iteration 36Q: 3 clusters Score -2.898503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 227705 members 
Entering Unmasked Estep 
Score: -28985022.000000 Penalty: 6139.712891
	Iteration 37Q: 3 clusters Score -2.898502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 227707 members 
Entering Unmasked Estep 
Score: -28985028.000000 Penalty: 6139.712891
	Iteration 38Q: 3 clusters Score -2.898503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 227708 members 
Entering Unmasked Estep 
Score: -28985016.000000 Penalty: 6139.712891
	Iteration 39Q: 3 clusters Score -2.898502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 227708 members 
Entering Unmasked Estep 
Score: -28985016.000000 Penalty: 6139.712891
	Iteration 40F: 3 clusters Score -2.898502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10893 members 
Mstep: Class 4 contains 20052 members 
Mstep: Class 5 contains 9595 members 
Mstep: Class 6 contains 20441 members 
Mstep: Class 7 contains 9918 members 
Mstep: Class 8 contains 5875 members 
Mstep: Class 9 contains 44268 members 
Mstep: Class 10 contains 164366 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64842 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158722 members 
Mstep: Class 15 contains 57405 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9071 members 
Mstep: Class 19 contains 41878 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 160947 members 
Mstep: Class 22 contains 98526 members 
Mstep: Class 23 contains 30660 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122960 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 227708 members 
Entering Unmasked Estep 
Score: -158466080.000000 Penalty: 101426.492188
Splitting cluster 7 changes total score from -158459936.000000 to -158466080.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -711060.000000 Penalty: 2152.258301
	Iteration 0F: 2 clusters Score -711060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -705927.625000 Penalty: 4304.516602
	Iteration 0F: 3 clusters Score -705927.6 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -707204.250000 Penalty: 4304.516602
	Iteration 1F: 3 clusters Score -707204.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -707400.625000 Penalty: 4304.516602
	Iteration 2F: 3 clusters Score -707400.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -707521.375000 Penalty: 4304.516602
	Iteration 3Q: 3 clusters Score -707521.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -707607.062500 Penalty: 4304.516602
	Iteration 4Q: 3 clusters Score -707607.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -707680.625000 Penalty: 4304.516602
	Iteration 5Q: 3 clusters Score -707680.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -707733.750000 Penalty: 4304.516602
	Iteration 6Q: 3 clusters Score -707733.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -707784.187500 Penalty: 4304.516602
	Iteration 7Q: 3 clusters Score -707784.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -707831.625000 Penalty: 4304.516602
	Iteration 8Q: 3 clusters Score -707831.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -707882.500000 Penalty: 4304.516602
	Iteration 9Q: 3 clusters Score -707882.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -707936.812500 Penalty: 4304.516602
	Iteration 10Q: 3 clusters Score -707936.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -707989.500000 Penalty: 4304.516602
	Iteration 11Q: 3 clusters Score -707989.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -708036.937500 Penalty: 4304.516602
	Iteration 12Q: 3 clusters Score -708036.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -708087.000000 Penalty: 4304.516602
	Iteration 13Q: 3 clusters Score -708087 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -708142.562500 Penalty: 4304.516602
	Iteration 14Q: 3 clusters Score -708142.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -708202.437500 Penalty: 4304.516602
	Iteration 15Q: 3 clusters Score -708202.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -708261.687500 Penalty: 4304.516602
	Iteration 16Q: 3 clusters Score -708261.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -708323.000000 Penalty: 4304.516602
	Iteration 17Q: 3 clusters Score -708323 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -708396.250000 Penalty: 4304.516602
	Iteration 18Q: 3 clusters Score -708396.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -708477.750000 Penalty: 4304.516602
	Iteration 19Q: 3 clusters Score -708477.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -708568.062500 Penalty: 4304.516602
	Iteration 20F: 3 clusters Score -708568.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -708661.812500 Penalty: 4304.516602
	Iteration 21Q: 3 clusters Score -708661.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -708762.937500 Penalty: 4304.516602
	Iteration 22Q: 3 clusters Score -708762.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -708852.625000 Penalty: 4304.516602
	Iteration 23Q: 3 clusters Score -708852.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -708922.562500 Penalty: 4304.516602
	Iteration 24Q: 3 clusters Score -708922.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -708967.875000 Penalty: 4304.516602
	Iteration 25Q: 3 clusters Score -708967.9 nChanged 54
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: -709005.812500 Penalty: 4304.516602
	Iteration 26Q: 3 clusters Score -709005.8 nChanged 29
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: -709022.812500 Penalty: 4304.516602
	Iteration 27Q: 3 clusters Score -709022.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -709032.062500 Penalty: 4304.516602
	Iteration 28Q: 3 clusters Score -709032.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -709038.875000 Penalty: 4304.516602
	Iteration 29Q: 3 clusters Score -709038.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -709047.750000 Penalty: 4304.516602
	Iteration 30Q: 3 clusters Score -709047.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -709056.000000 Penalty: 4304.516602
	Iteration 31Q: 3 clusters Score -709056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -709063.937500 Penalty: 4304.516602
	Iteration 32Q: 3 clusters Score -709063.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -709074.125000 Penalty: 4304.516602
	Iteration 33Q: 3 clusters Score -709074.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -709080.750000 Penalty: 4304.516602
	Iteration 34Q: 3 clusters Score -709080.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -709087.812500 Penalty: 4304.516602
	Iteration 35Q: 3 clusters Score -709087.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -709094.062500 Penalty: 4304.516602
	Iteration 36Q: 3 clusters Score -709094.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -709103.062500 Penalty: 4304.516602
	Iteration 37Q: 3 clusters Score -709103.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -709110.812500 Penalty: 4304.516602
	Iteration 38Q: 3 clusters Score -709110.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -709118.375000 Penalty: 4304.516602
	Iteration 39Q: 3 clusters Score -709118.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -709124.000000 Penalty: 4304.516602
	Iteration 40F: 3 clusters Score -709124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -709129.625000 Penalty: 4304.516602
	Iteration 41Q: 3 clusters Score -709129.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -709137.250000 Penalty: 4304.516602
	Iteration 42Q: 3 clusters Score -709137.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -709143.500000 Penalty: 4304.516602
	Iteration 43Q: 3 clusters Score -709143.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -709146.687500 Penalty: 4304.516602
	Iteration 44Q: 3 clusters Score -709146.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -709153.687500 Penalty: 4304.516602
	Iteration 45Q: 3 clusters Score -709153.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -709160.562500 Penalty: 4304.516602
	Iteration 46Q: 3 clusters Score -709160.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -709163.375000 Penalty: 4304.516602
	Iteration 47Q: 3 clusters Score -709163.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -709167.750000 Penalty: 4304.516602
	Iteration 48Q: 3 clusters Score -709167.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -709168.250000 Penalty: 4304.516602
	Iteration 49Q: 3 clusters Score -709168.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -709168.250000 Penalty: 4304.516602
	Iteration 50F: 3 clusters Score -709168.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Entering Unmasked Estep 
Score: -5054404.000000 Penalty: 2653.108154
	Iteration 0F: 2 clusters Score -5054404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -5024506.500000 Penalty: 5306.216309
	Iteration 0F: 3 clusters Score -5024506 nChanged 20258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -5035989.500000 Penalty: 5306.216309
	Iteration 1F: 3 clusters Score -5035990 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -5036793.000000 Penalty: 5306.216309
	Iteration 2Q: 3 clusters Score -5036793 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -5037914.000000 Penalty: 5306.216309
	Iteration 3F: 3 clusters Score -5037914 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -5039474.000000 Penalty: 5306.216309
	Iteration 4F: 3 clusters Score -5039474 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -5041512.000000 Penalty: 5306.216309
	Iteration 5F: 3 clusters Score -5041512 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -5043888.000000 Penalty: 5306.216309
	Iteration 6F: 3 clusters Score -5043888 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -5046301.000000 Penalty: 5306.216309
	Iteration 7F: 3 clusters Score -5046301 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -5048270.000000 Penalty: 5306.216309
	Iteration 8F: 3 clusters Score -5048270 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -5049725.000000 Penalty: 5306.216309
	Iteration 9Q: 3 clusters Score -5049725 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -5050649.500000 Penalty: 5306.216309
	Iteration 10Q: 3 clusters Score -5050650 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5051236.000000 Penalty: 5306.216309
	Iteration 11Q: 3 clusters Score -5051236 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5051553.000000 Penalty: 5306.216309
	Iteration 12Q: 3 clusters Score -5051553 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5051763.500000 Penalty: 5306.216309
	Iteration 13Q: 3 clusters Score -5051764 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5051910.500000 Penalty: 5306.216309
	Iteration 14Q: 3 clusters Score -5051910 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5052001.500000 Penalty: 5306.216309
	Iteration 15Q: 3 clusters Score -5052002 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5052074.000000 Penalty: 5306.216309
	Iteration 16Q: 3 clusters Score -5052074 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5052121.500000 Penalty: 5306.216309
	Iteration 17Q: 3 clusters Score -5052122 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5052156.500000 Penalty: 5306.216309
	Iteration 18Q: 3 clusters Score -5052156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5052175.000000 Penalty: 5306.216309
	Iteration 19Q: 3 clusters Score -5052175 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5052197.500000 Penalty: 5306.216309
	Iteration 20F: 3 clusters Score -5052198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5052209.000000 Penalty: 5306.216309
	Iteration 21Q: 3 clusters Score -5052209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5052215.500000 Penalty: 5306.216309
	Iteration 22Q: 3 clusters Score -5052216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5052214.000000 Penalty: 5306.216309
	Iteration 23Q: 3 clusters Score -5052214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5052218.500000 Penalty: 5306.216309
	Iteration 24Q: 3 clusters Score -5052218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5052217.500000 Penalty: 5306.216309
	Iteration 25Q: 3 clusters Score -5052218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5052223.500000 Penalty: 5306.216309
	Iteration 26Q: 3 clusters Score -5052224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5052230.000000 Penalty: 5306.216309
	Iteration 27Q: 3 clusters Score -5052230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5052227.500000 Penalty: 5306.216309
	Iteration 28Q: 3 clusters Score -5052228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5052232.000000 Penalty: 5306.216309
	Iteration 29Q: 3 clusters Score -5052232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5052235.000000 Penalty: 5306.216309
	Iteration 30Q: 3 clusters Score -5052235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5052227.500000 Penalty: 5306.216309
	Iteration 31Q: 3 clusters Score -5052228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5052235.500000 Penalty: 5306.216309
	Iteration 32Q: 3 clusters Score -5052236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5052235.500000 Penalty: 5306.216309
	Iteration 33F: 3 clusters Score -5052236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (164366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164366 members 
Entering Unmasked Estep 
Score: -20072258.000000 Penalty: 2978.442871
	Iteration 0F: 2 clusters Score -2.007226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81952 members 
Mstep: Class 2 contains 82414 members 
Entering Unmasked Estep 
Score: -19962268.000000 Penalty: 5956.885742
	Iteration 0F: 3 clusters Score -1.996227e+07 nChanged 78475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78129 members 
Mstep: Class 2 contains 86237 members 
Entering Unmasked Estep 
Score: -20008808.000000 Penalty: 5956.885742
	Iteration 1F: 3 clusters Score -2.000881e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75637 members 
Mstep: Class 2 contains 88729 members 
Entering Unmasked Estep 
Score: -20010808.000000 Penalty: 5956.885742
	Iteration 2Q: 3 clusters Score -2.001081e+07 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71703 members 
Mstep: Class 2 contains 92663 members 
Entering Unmasked Estep 
Score: -20013340.000000 Penalty: 5956.885742
	Iteration 3Q: 3 clusters Score -2.001334e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65945 members 
Mstep: Class 2 contains 98421 members 
Entering Unmasked Estep 
Score: -20017138.000000 Penalty: 5956.885742
	Iteration 4Q: 3 clusters Score -2.001714e+07 nChanged 9848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57827 members 
Mstep: Class 2 contains 106539 members 
Entering Unmasked Estep 
Score: -20022770.000000 Penalty: 5956.885742
	Iteration 5F: 3 clusters Score -2.002277e+07 nChanged 11699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 117098 members 
Entering Unmasked Estep 
Score: -20030670.000000 Penalty: 5956.885742
	Iteration 6F: 3 clusters Score -2.003067e+07 nChanged 12519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 129033 members 
Entering Unmasked Estep 
Score: -20040190.000000 Penalty: 5956.885742
	Iteration 7F: 3 clusters Score -2.004019e+07 nChanged 11854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 140697 members 
Entering Unmasked Estep 
Score: -20049996.000000 Penalty: 5956.885742
	Iteration 8F: 3 clusters Score -2.005e+07 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 150358 members 
Entering Unmasked Estep 
Score: -20058482.000000 Penalty: 5956.885742
	Iteration 9F: 3 clusters Score -2.005848e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 156892 members 
Entering Unmasked Estep 
Score: -20064074.000000 Penalty: 5956.885742
	Iteration 10Q: 3 clusters Score -2.006407e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 160546 members 
Entering Unmasked Estep 
Score: -20067152.000000 Penalty: 5956.885742
	Iteration 11Q: 3 clusters Score -2.006715e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 162314 members 
Entering Unmasked Estep 
Score: -20068486.000000 Penalty: 5956.885742
	Iteration 12Q: 3 clusters Score -2.006849e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 163052 members 
Entering Unmasked Estep 
Score: -20069126.000000 Penalty: 5956.885742
	Iteration 13Q: 3 clusters Score -2.006913e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 163390 members 
Entering Unmasked Estep 
Score: -20069422.000000 Penalty: 5956.885742
	Iteration 14Q: 3 clusters Score -2.006942e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 163553 members 
Entering Unmasked Estep 
Score: -20069608.000000 Penalty: 5956.885742
	Iteration 15Q: 3 clusters Score -2.006961e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 163641 members 
Entering Unmasked Estep 
Score: -20069722.000000 Penalty: 5956.885742
	Iteration 16Q: 3 clusters Score -2.006972e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 163677 members 
Entering Unmasked Estep 
Score: -20069802.000000 Penalty: 5956.885742
	Iteration 17Q: 3 clusters Score -2.00698e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 163702 members 
Entering Unmasked Estep 
Score: -20069836.000000 Penalty: 5956.885742
	Iteration 18Q: 3 clusters Score -2.006984e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 163723 members 
Entering Unmasked Estep 
Score: -20069894.000000 Penalty: 5956.885742
	Iteration 19Q: 3 clusters Score -2.006989e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 163745 members 
Entering Unmasked Estep 
Score: -20069922.000000 Penalty: 5956.885742
	Iteration 20F: 3 clusters Score -2.006992e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 163748 members 
Entering Unmasked Estep 
Score: -20069916.000000 Penalty: 5956.885742
	Iteration 21Q: 3 clusters Score -2.006992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 163752 members 
Entering Unmasked Estep 
Score: -20069928.000000 Penalty: 5956.885742
	Iteration 22Q: 3 clusters Score -2.006993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 163753 members 
Entering Unmasked Estep 
Score: -20069936.000000 Penalty: 5956.885742
	Iteration 23Q: 3 clusters Score -2.006994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 163754 members 
Entering Unmasked Estep 
Score: -20069936.000000 Penalty: 5956.885742
	Iteration 24Q: 3 clusters Score -2.006994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 163750 members 
Entering Unmasked Estep 
Score: -20069940.000000 Penalty: 5956.885742
	Iteration 25Q: 3 clusters Score -2.006994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 163752 members 
Entering Unmasked Estep 
Score: -20069940.000000 Penalty: 5956.885742
	Iteration 26Q: 3 clusters Score -2.006994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 163751 members 
Entering Unmasked Estep 
Score: -20069942.000000 Penalty: 5956.885742
	Iteration 27Q: 3 clusters Score -2.006994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 163751 members 
Entering Unmasked Estep 
Score: -20069934.000000 Penalty: 5956.885742
	Iteration 28Q: 3 clusters Score -2.006993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 163752 members 
Entering Unmasked Estep 
Score: -20069936.000000 Penalty: 5956.885742
	Iteration 29Q: 3 clusters Score -2.006994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 163752 members 
Entering Unmasked Estep 
Score: -20069936.000000 Penalty: 5956.885742
	Iteration 30F: 3 clusters Score -2.006994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Entering Unmasked Estep 
Score: -1015881.625000 Penalty: 2252.574463
	Iteration 0F: 2 clusters Score -1015882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1008919.875000 Penalty: 4505.148926
	Iteration 0F: 3 clusters Score -1008920 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1010878.312500 Penalty: 4505.148926
	Iteration 1F: 3 clusters Score -1010878 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1011199.875000 Penalty: 4505.148926
	Iteration 2F: 3 clusters Score -1011200 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1011455.125000 Penalty: 4505.148926
	Iteration 3F: 3 clusters Score -1011455 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1011669.500000 Penalty: 4505.148926
	Iteration 4Q: 3 clusters Score -1011670 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1011860.062500 Penalty: 4505.148926
	Iteration 5Q: 3 clusters Score -1011860 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1012001.875000 Penalty: 4505.148926
	Iteration 6Q: 3 clusters Score -1012002 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1012104.125000 Penalty: 4505.148926
	Iteration 7Q: 3 clusters Score -1012104 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1012190.937500 Penalty: 4505.148926
	Iteration 8Q: 3 clusters Score -1012191 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1012262.312500 Penalty: 4505.148926
	Iteration 9Q: 3 clusters Score -1012262 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1012318.750000 Penalty: 4505.148926
	Iteration 10Q: 3 clusters Score -1012319 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1012361.187500 Penalty: 4505.148926
	Iteration 11Q: 3 clusters Score -1012361 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1012400.125000 Penalty: 4505.148926
	Iteration 12Q: 3 clusters Score -1012400 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1012433.625000 Penalty: 4505.148926
	Iteration 13Q: 3 clusters Score -1012434 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1012476.000000 Penalty: 4505.148926
	Iteration 14Q: 3 clusters Score -1012476 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1012515.437500 Penalty: 4505.148926
	Iteration 15Q: 3 clusters Score -1012515 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1012563.375000 Penalty: 4505.148926
	Iteration 16Q: 3 clusters Score -1012563 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1012612.875000 Penalty: 4505.148926
	Iteration 17Q: 3 clusters Score -1012613 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1012677.187500 Penalty: 4505.148926
	Iteration 18Q: 3 clusters Score -1012677 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1012747.687500 Penalty: 4505.148926
	Iteration 19Q: 3 clusters Score -1012748 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1012825.000000 Penalty: 4505.148926
	Iteration 20F: 3 clusters Score -1012825 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1012902.500000 Penalty: 4505.148926
	Iteration 21Q: 3 clusters Score -1012902 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1012994.375000 Penalty: 4505.148926
	Iteration 22Q: 3 clusters Score -1012994 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1013096.625000 Penalty: 4505.148926
	Iteration 23Q: 3 clusters Score -1013097 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1013201.625000 Penalty: 4505.148926
	Iteration 24Q: 3 clusters Score -1013202 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1013300.437500 Penalty: 4505.148926
	Iteration 25Q: 3 clusters Score -1013300 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1013398.562500 Penalty: 4505.148926
	Iteration 26Q: 3 clusters Score -1013399 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1013490.500000 Penalty: 4505.148926
	Iteration 27Q: 3 clusters Score -1013490 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1013578.312500 Penalty: 4505.148926
	Iteration 28Q: 3 clusters Score -1013578 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1013646.500000 Penalty: 4505.148926
	Iteration 29Q: 3 clusters Score -1013646 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1013701.562500 Penalty: 4505.148926
	Iteration 30Q: 3 clusters Score -1013702 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1013747.000000 Penalty: 4505.148926
	Iteration 31Q: 3 clusters Score -1013747 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1013784.125000 Penalty: 4505.148926
	Iteration 32Q: 3 clusters Score -1013784 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1013816.000000 Penalty: 4505.148926
	Iteration 33Q: 3 clusters Score -1013816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1013846.562500 Penalty: 4505.148926
	Iteration 34Q: 3 clusters Score -1013847 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1013878.312500 Penalty: 4505.148926
	Iteration 35Q: 3 clusters Score -1013878 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1013902.312500 Penalty: 4505.148926
	Iteration 36Q: 3 clusters Score -1013902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1013927.625000 Penalty: 4505.148926
	Iteration 37Q: 3 clusters Score -1013928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1013945.562500 Penalty: 4505.148926
	Iteration 38Q: 3 clusters Score -1013946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1013956.562500 Penalty: 4505.148926
	Iteration 39Q: 3 clusters Score -1013957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1013961.812500 Penalty: 4505.148926
	Iteration 40F: 3 clusters Score -1013962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1013967.062500 Penalty: 4505.148926
	Iteration 41Q: 3 clusters Score -1013967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1013973.500000 Penalty: 4505.148926
	Iteration 42Q: 3 clusters Score -1013974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1013979.625000 Penalty: 4505.148926
	Iteration 43Q: 3 clusters Score -1013980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1013989.812500 Penalty: 4505.148926
	Iteration 44Q: 3 clusters Score -1013990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1013998.187500 Penalty: 4505.148926
	Iteration 45Q: 3 clusters Score -1013998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1014005.625000 Penalty: 4505.148926
	Iteration 46Q: 3 clusters Score -1014006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1014012.437500 Penalty: 4505.148926
	Iteration 47Q: 3 clusters Score -1014012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1014022.000000 Penalty: 4505.148926
	Iteration 48Q: 3 clusters Score -1014022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1014028.812500 Penalty: 4505.148926
	Iteration 49Q: 3 clusters Score -1014029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1014033.125000 Penalty: 4505.148926
	Iteration 50Q: 3 clusters Score -1014033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1014034.125000 Penalty: 4505.148926
	Iteration 51Q: 3 clusters Score -1014034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1014036.062500 Penalty: 4505.148926
	Iteration 52Q: 3 clusters Score -1014036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1014036.062500 Penalty: 4505.148926
	Iteration 53F: 3 clusters Score -1014036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64842 members 
Entering Unmasked Estep 
Score: -7962350.000000 Penalty: 2747.767822
	Iteration 0F: 2 clusters Score -7962350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -7918965.000000 Penalty: 5495.535645
	Iteration 0F: 3 clusters Score -7918965 nChanged 30204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -7935737.000000 Penalty: 5495.535645
	Iteration 1F: 3 clusters Score -7935737 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -7936356.000000 Penalty: 5495.535645
	Iteration 2Q: 3 clusters Score -7936356 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -7937037.000000 Penalty: 5495.535645
	Iteration 3Q: 3 clusters Score -7937037 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -7937683.000000 Penalty: 5495.535645
	Iteration 4Q: 3 clusters Score -7937683 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -7938416.500000 Penalty: 5495.535645
	Iteration 5Q: 3 clusters Score -7938416 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -7939354.000000 Penalty: 5495.535645
	Iteration 6Q: 3 clusters Score -7939354 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -7940268.500000 Penalty: 5495.535645
	Iteration 7Q: 3 clusters Score -7940268 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -7941234.000000 Penalty: 5495.535645
	Iteration 8Q: 3 clusters Score -7941234 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -7942333.000000 Penalty: 5495.535645
	Iteration 9Q: 3 clusters Score -7942333 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -7943723.000000 Penalty: 5495.535645
	Iteration 10Q: 3 clusters Score -7943723 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -7945109.500000 Penalty: 5495.535645
	Iteration 11Q: 3 clusters Score -7945110 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -7946654.500000 Penalty: 5495.535645
	Iteration 12Q: 3 clusters Score -7946654 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -7948319.000000 Penalty: 5495.535645
	Iteration 13Q: 3 clusters Score -7948319 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -7949512.500000 Penalty: 5495.535645
	Iteration 14Q: 3 clusters Score -7949512 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -7950368.500000 Penalty: 5495.535645
	Iteration 15Q: 3 clusters Score -7950368 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -7950839.500000 Penalty: 5495.535645
	Iteration 16Q: 3 clusters Score -7950840 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -7951192.000000 Penalty: 5495.535645
	Iteration 17Q: 3 clusters Score -7951192 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -7951582.000000 Penalty: 5495.535645
	Iteration 18Q: 3 clusters Score -7951582 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -7951905.500000 Penalty: 5495.535645
	Iteration 19Q: 3 clusters Score -7951906 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -7952223.500000 Penalty: 5495.535645
	Iteration 20F: 3 clusters Score -7952224 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -7952615.500000 Penalty: 5495.535645
	Iteration 21Q: 3 clusters Score -7952616 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -7953001.000000 Penalty: 5495.535645
	Iteration 22Q: 3 clusters Score -7953001 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -7953443.000000 Penalty: 5495.535645
	Iteration 23Q: 3 clusters Score -7953443 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -7953888.000000 Penalty: 5495.535645
	Iteration 24Q: 3 clusters Score -7953888 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -7954380.000000 Penalty: 5495.535645
	Iteration 25Q: 3 clusters Score -7954380 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -7954761.000000 Penalty: 5495.535645
	Iteration 26Q: 3 clusters Score -7954761 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -7955268.500000 Penalty: 5495.535645
	Iteration 27Q: 3 clusters Score -7955268 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 55342 members 
Entering Unmasked Estep 
Score: -7955762.000000 Penalty: 5495.535645
	Iteration 28Q: 3 clusters Score -7955762 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -7956308.000000 Penalty: 5495.535645
	Iteration 29Q: 3 clusters Score -7956308 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 57553 members 
Entering Unmasked Estep 
Score: -7956821.000000 Penalty: 5495.535645
	Iteration 30Q: 3 clusters Score -7956821 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 58565 members 
Entering Unmasked Estep 
Score: -7957350.000000 Penalty: 5495.535645
	Iteration 31Q: 3 clusters Score -7957350 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 59518 members 
Entering Unmasked Estep 
Score: -7957848.500000 Penalty: 5495.535645
	Iteration 32Q: 3 clusters Score -7957848 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 60361 members 
Entering Unmasked Estep 
Score: -7958344.000000 Penalty: 5495.535645
	Iteration 33Q: 3 clusters Score -7958344 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 61065 members 
Entering Unmasked Estep 
Score: -7958762.000000 Penalty: 5495.535645
	Iteration 34Q: 3 clusters Score -7958762 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 61624 members 
Entering Unmasked Estep 
Score: -7959127.500000 Penalty: 5495.535645
	Iteration 35Q: 3 clusters Score -7959128 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 62088 members 
Entering Unmasked Estep 
Score: -7959412.000000 Penalty: 5495.535645
	Iteration 36Q: 3 clusters Score -7959412 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 62450 members 
Entering Unmasked Estep 
Score: -7959646.500000 Penalty: 5495.535645
	Iteration 37Q: 3 clusters Score -7959646 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 62718 members 
Entering Unmasked Estep 
Score: -7959784.500000 Penalty: 5495.535645
	Iteration 38Q: 3 clusters Score -7959784 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 62925 members 
Entering Unmasked Estep 
Score: -7959867.500000 Penalty: 5495.535645
	Iteration 39Q: 3 clusters Score -7959868 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 63079 members 
Entering Unmasked Estep 
Score: -7959945.500000 Penalty: 5495.535645
	Iteration 40F: 3 clusters Score -7959946 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 63197 members 
Entering Unmasked Estep 
Score: -7960001.500000 Penalty: 5495.535645
	Iteration 41Q: 3 clusters Score -7960002 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 63294 members 
Entering Unmasked Estep 
Score: -7960048.500000 Penalty: 5495.535645
	Iteration 42Q: 3 clusters Score -7960048 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 63372 members 
Entering Unmasked Estep 
Score: -7960093.000000 Penalty: 5495.535645
	Iteration 43Q: 3 clusters Score -7960093 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 63436 members 
Entering Unmasked Estep 
Score: -7960104.000000 Penalty: 5495.535645
	Iteration 44Q: 3 clusters Score -7960104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 63480 members 
Entering Unmasked Estep 
Score: -7960111.500000 Penalty: 5495.535645
	Iteration 45Q: 3 clusters Score -7960112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 63514 members 
Entering Unmasked Estep 
Score: -7960114.000000 Penalty: 5495.535645
	Iteration 46Q: 3 clusters Score -7960114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 63544 members 
Entering Unmasked Estep 
Score: -7960127.500000 Penalty: 5495.535645
	Iteration 47Q: 3 clusters Score -7960128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 63573 members 
Entering Unmasked Estep 
Score: -7960148.000000 Penalty: 5495.535645
	Iteration 48Q: 3 clusters Score -7960148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 63599 members 
Entering Unmasked Estep 
Score: -7960163.000000 Penalty: 5495.535645
	Iteration 49Q: 3 clusters Score -7960163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 63620 members 
Entering Unmasked Estep 
Score: -7960169.500000 Penalty: 5495.535645
	Iteration 50Q: 3 clusters Score -7960170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 63633 members 
Entering Unmasked Estep 
Score: -7960167.000000 Penalty: 5495.535645
	Iteration 51Q: 3 clusters Score -7960167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 63650 members 
Entering Unmasked Estep 
Score: -7960170.000000 Penalty: 5495.535645
	Iteration 52Q: 3 clusters Score -7960170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 63654 members 
Entering Unmasked Estep 
Score: -7960171.000000 Penalty: 5495.535645
	Iteration 53Q: 3 clusters Score -7960171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 63662 members 
Entering Unmasked Estep 
Score: -7960169.000000 Penalty: 5495.535645
	Iteration 54Q: 3 clusters Score -7960169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 63672 members 
Entering Unmasked Estep 
Score: -7960175.500000 Penalty: 5495.535645
	Iteration 55Q: 3 clusters Score -7960176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 63681 members 
Entering Unmasked Estep 
Score: -7960176.000000 Penalty: 5495.535645
	Iteration 56Q: 3 clusters Score -7960176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 63693 members 
Entering Unmasked Estep 
Score: -7960178.000000 Penalty: 5495.535645
	Iteration 57Q: 3 clusters Score -7960178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 63698 members 
Entering Unmasked Estep 
Score: -7960173.500000 Penalty: 5495.535645
	Iteration 58Q: 3 clusters Score -7960174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 63705 members 
Entering Unmasked Estep 
Score: -7960175.000000 Penalty: 5495.535645
	Iteration 59Q: 3 clusters Score -7960175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 63709 members 
Entering Unmasked Estep 
Score: -7960175.500000 Penalty: 5495.535645
	Iteration 60F: 3 clusters Score -7960176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 63715 members 
Entering Unmasked Estep 
Score: -7960180.000000 Penalty: 5495.535645
	Iteration 61Q: 3 clusters Score -7960180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 63719 members 
Entering Unmasked Estep 
Score: -7960183.000000 Penalty: 5495.535645
	Iteration 62Q: 3 clusters Score -7960183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 63719 members 
Entering Unmasked Estep 
Score: -7960182.500000 Penalty: 5495.535645
	Iteration 63Q: 3 clusters Score -7960182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 63721 members 
Entering Unmasked Estep 
Score: -7960187.000000 Penalty: 5495.535645
	Iteration 64Q: 3 clusters Score -7960187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 63722 members 
Entering Unmasked Estep 
Score: -7960188.500000 Penalty: 5495.535645
	Iteration 65Q: 3 clusters Score -7960188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 63722 members 
Entering Unmasked Estep 
Score: -7960188.500000 Penalty: 5495.535645
	Iteration 66F: 3 clusters Score -7960188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -82635.742188 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -82635.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -80910.992188 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -80910.99 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -81105.343750 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -81105.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -81169.015625 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -81169.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -81202.023438 Penalty: 3266.741211
	Iteration 3Q: 3 clusters Score -81202.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81221.398438 Penalty: 3266.741211
	Iteration 4Q: 3 clusters Score -81221.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -81237.554688 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -81237.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81251.203125 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -81251.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -81265.281250 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -81265.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -81272.007812 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -81272.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -81278.734375 Penalty: 3266.741211
	Iteration 9Q: 3 clusters Score -81278.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81285.320312 Penalty: 3266.741211
	Iteration 10Q: 3 clusters Score -81285.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81286.828125 Penalty: 3266.741211
	Iteration 11Q: 3 clusters Score -81286.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81289.843750 Penalty: 3266.741211
	Iteration 12Q: 3 clusters Score -81289.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81296.203125 Penalty: 3266.741211
	Iteration 13Q: 3 clusters Score -81296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81305.335938 Penalty: 3266.741211
	Iteration 14Q: 3 clusters Score -81305.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81315.398438 Penalty: 3266.741211
	Iteration 15Q: 3 clusters Score -81315.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81323.023438 Penalty: 3266.741211
	Iteration 16Q: 3 clusters Score -81323.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -81328.335938 Penalty: 3266.741211
	Iteration 17Q: 3 clusters Score -81328.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -81332.023438 Penalty: 3266.741211
	Iteration 18Q: 3 clusters Score -81332.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -81334.218750 Penalty: 3266.741211
	Iteration 19Q: 3 clusters Score -81334.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -81335.109375 Penalty: 3266.741211
	Iteration 20F: 3 clusters Score -81335.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -81336.695312 Penalty: 3266.741211
	Iteration 21Q: 3 clusters Score -81336.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81338.210938 Penalty: 3266.741211
	Iteration 22Q: 3 clusters Score -81338.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81338.210938 Penalty: 3266.741211
	Iteration 23F: 3 clusters Score -81338.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (158722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158722 members 
Entering Unmasked Estep 
Score: -19530396.000000 Penalty: 2969.777588
	Iteration 0F: 2 clusters Score -1.95304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79384 members 
Mstep: Class 2 contains 79338 members 
Entering Unmasked Estep 
Score: -19424264.000000 Penalty: 5939.555176
	Iteration 0F: 3 clusters Score -1.942426e+07 nChanged 76146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80944 members 
Mstep: Class 2 contains 77778 members 
Entering Unmasked Estep 
Score: -19469126.000000 Penalty: 5939.555176
	Iteration 1F: 3 clusters Score -1.946913e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82231 members 
Mstep: Class 2 contains 76491 members 
Entering Unmasked Estep 
Score: -19470382.000000 Penalty: 5939.555176
	Iteration 2Q: 3 clusters Score -1.947038e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84327 members 
Mstep: Class 2 contains 74395 members 
Entering Unmasked Estep 
Score: -19471616.000000 Penalty: 5939.555176
	Iteration 3Q: 3 clusters Score -1.947162e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87578 members 
Mstep: Class 2 contains 71144 members 
Entering Unmasked Estep 
Score: -19473698.000000 Penalty: 5939.555176
	Iteration 4Q: 3 clusters Score -1.94737e+07 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92434 members 
Mstep: Class 2 contains 66288 members 
Entering Unmasked Estep 
Score: -19476718.000000 Penalty: 5939.555176
	Iteration 5Q: 3 clusters Score -1.947672e+07 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99167 members 
Mstep: Class 2 contains 59555 members 
Entering Unmasked Estep 
Score: -19481138.000000 Penalty: 5939.555176
	Iteration 6F: 3 clusters Score -1.948114e+07 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107597 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -19487516.000000 Penalty: 5939.555176
	Iteration 7F: 3 clusters Score -1.948752e+07 nChanged 11129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117300 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -19495356.000000 Penalty: 5939.555176
	Iteration 8F: 3 clusters Score -1.949536e+07 nChanged 10772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127294 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -19503756.000000 Penalty: 5939.555176
	Iteration 9F: 3 clusters Score -1.950376e+07 nChanged 9685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136607 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -19511842.000000 Penalty: 5939.555176
	Iteration 10F: 3 clusters Score -1.951184e+07 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144005 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -19517886.000000 Penalty: 5939.555176
	Iteration 11Q: 3 clusters Score -1.951789e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149334 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -19522300.000000 Penalty: 5939.555176
	Iteration 12Q: 3 clusters Score -1.95223e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152720 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -19524916.000000 Penalty: 5939.555176
	Iteration 13Q: 3 clusters Score -1.952492e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154725 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -19526240.000000 Penalty: 5939.555176
	Iteration 14Q: 3 clusters Score -1.952624e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155879 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -19526942.000000 Penalty: 5939.555176
	Iteration 15Q: 3 clusters Score -1.952694e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156544 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -19527364.000000 Penalty: 5939.555176
	Iteration 16Q: 3 clusters Score -1.952736e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156923 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -19527604.000000 Penalty: 5939.555176
	Iteration 17Q: 3 clusters Score -1.95276e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157138 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -19527700.000000 Penalty: 5939.555176
	Iteration 18Q: 3 clusters Score -1.95277e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157280 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -19527782.000000 Penalty: 5939.555176
	Iteration 19Q: 3 clusters Score -1.952778e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157384 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -19527870.000000 Penalty: 5939.555176
	Iteration 20F: 3 clusters Score -1.952787e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157452 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -19527918.000000 Penalty: 5939.555176
	Iteration 21Q: 3 clusters Score -1.952792e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157501 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -19527946.000000 Penalty: 5939.555176
	Iteration 22Q: 3 clusters Score -1.952795e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157534 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -19527958.000000 Penalty: 5939.555176
	Iteration 23Q: 3 clusters Score -1.952796e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157561 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -19527984.000000 Penalty: 5939.555176
	Iteration 24Q: 3 clusters Score -1.952798e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157579 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -19528006.000000 Penalty: 5939.555176
	Iteration 25Q: 3 clusters Score -1.952801e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157601 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -19527976.000000 Penalty: 5939.555176
	Iteration 26Q: 3 clusters Score -1.952798e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157611 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -19527984.000000 Penalty: 5939.555176
	Iteration 27Q: 3 clusters Score -1.952798e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157622 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -19528002.000000 Penalty: 5939.555176
	Iteration 28Q: 3 clusters Score -1.9528e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157633 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -19528004.000000 Penalty: 5939.555176
	Iteration 29Q: 3 clusters Score -1.9528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157646 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -19528000.000000 Penalty: 5939.555176
	Iteration 30Q: 3 clusters Score -1.9528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157656 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -19528026.000000 Penalty: 5939.555176
	Iteration 31Q: 3 clusters Score -1.952803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157666 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -19528042.000000 Penalty: 5939.555176
	Iteration 32Q: 3 clusters Score -1.952804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157670 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -19528034.000000 Penalty: 5939.555176
	Iteration 33Q: 3 clusters Score -1.952803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157673 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -19528022.000000 Penalty: 5939.555176
	Iteration 34Q: 3 clusters Score -1.952802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157678 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -19528022.000000 Penalty: 5939.555176
	Iteration 35Q: 3 clusters Score -1.952802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157678 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -19528034.000000 Penalty: 5939.555176
	Iteration 36Q: 3 clusters Score -1.952803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157678 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -19528030.000000 Penalty: 5939.555176
	Iteration 37Q: 3 clusters Score -1.952803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157678 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -19528030.000000 Penalty: 5939.555176
	Iteration 38F: 3 clusters Score -1.952803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57405 members 
Entering Unmasked Estep 
Score: -6859142.000000 Penalty: 2717.555908
	Iteration 0F: 2 clusters Score -6859142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -6820568.500000 Penalty: 5435.111816
	Iteration 0F: 3 clusters Score -6820568 nChanged 26707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -6835338.000000 Penalty: 5435.111816
	Iteration 1F: 3 clusters Score -6835338 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -6835924.500000 Penalty: 5435.111816
	Iteration 2Q: 3 clusters Score -6835924 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -6836442.500000 Penalty: 5435.111816
	Iteration 3Q: 3 clusters Score -6836442 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -6836993.500000 Penalty: 5435.111816
	Iteration 4Q: 3 clusters Score -6836994 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -6837545.000000 Penalty: 5435.111816
	Iteration 5Q: 3 clusters Score -6837545 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -6838164.500000 Penalty: 5435.111816
	Iteration 6Q: 3 clusters Score -6838164 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -6838934.500000 Penalty: 5435.111816
	Iteration 7Q: 3 clusters Score -6838934 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -6839923.500000 Penalty: 5435.111816
	Iteration 8Q: 3 clusters Score -6839924 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -6841266.500000 Penalty: 5435.111816
	Iteration 9Q: 3 clusters Score -6841266 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -6843170.500000 Penalty: 5435.111816
	Iteration 10F: 3 clusters Score -6843170 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -6845361.000000 Penalty: 5435.111816
	Iteration 11F: 3 clusters Score -6845361 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -6847661.000000 Penalty: 5435.111816
	Iteration 12F: 3 clusters Score -6847661 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -6849692.500000 Penalty: 5435.111816
	Iteration 13Q: 3 clusters Score -6849692 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -6851397.500000 Penalty: 5435.111816
	Iteration 14Q: 3 clusters Score -6851398 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -6852694.500000 Penalty: 5435.111816
	Iteration 15Q: 3 clusters Score -6852694 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -6853632.000000 Penalty: 5435.111816
	Iteration 16Q: 3 clusters Score -6853632 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -6854292.000000 Penalty: 5435.111816
	Iteration 17Q: 3 clusters Score -6854292 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -6854872.000000 Penalty: 5435.111816
	Iteration 18Q: 3 clusters Score -6854872 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -6855376.500000 Penalty: 5435.111816
	Iteration 19Q: 3 clusters Score -6855376 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -6855767.000000 Penalty: 5435.111816
	Iteration 20F: 3 clusters Score -6855767 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -6856038.500000 Penalty: 5435.111816
	Iteration 21Q: 3 clusters Score -6856038 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55476 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6856228.000000 Penalty: 5435.111816
	Iteration 22Q: 3 clusters Score -6856228 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6856370.500000 Penalty: 5435.111816
	Iteration 23Q: 3 clusters Score -6856370 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -6856476.500000 Penalty: 5435.111816
	Iteration 24Q: 3 clusters Score -6856476 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55966 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -6856555.500000 Penalty: 5435.111816
	Iteration 25Q: 3 clusters Score -6856556 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6856611.000000 Penalty: 5435.111816
	Iteration 26Q: 3 clusters Score -6856611 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56149 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6856647.000000 Penalty: 5435.111816
	Iteration 27Q: 3 clusters Score -6856647 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56213 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6856675.000000 Penalty: 5435.111816
	Iteration 28Q: 3 clusters Score -6856675 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56245 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6856691.000000 Penalty: 5435.111816
	Iteration 29Q: 3 clusters Score -6856691 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56276 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6856706.000000 Penalty: 5435.111816
	Iteration 30Q: 3 clusters Score -6856706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6856727.000000 Penalty: 5435.111816
	Iteration 31Q: 3 clusters Score -6856727 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6856739.000000 Penalty: 5435.111816
	Iteration 32Q: 3 clusters Score -6856739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56358 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6856740.000000 Penalty: 5435.111816
	Iteration 33Q: 3 clusters Score -6856740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56379 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6856748.500000 Penalty: 5435.111816
	Iteration 34Q: 3 clusters Score -6856748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56400 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6856751.500000 Penalty: 5435.111816
	Iteration 35Q: 3 clusters Score -6856752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56418 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6856760.000000 Penalty: 5435.111816
	Iteration 36Q: 3 clusters Score -6856760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6856771.000000 Penalty: 5435.111816
	Iteration 37Q: 3 clusters Score -6856771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56440 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -6856774.000000 Penalty: 5435.111816
	Iteration 38Q: 3 clusters Score -6856774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56449 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6856778.000000 Penalty: 5435.111816
	Iteration 39Q: 3 clusters Score -6856778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -6856784.000000 Penalty: 5435.111816
	Iteration 40F: 3 clusters Score -6856784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56470 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6856793.500000 Penalty: 5435.111816
	Iteration 41Q: 3 clusters Score -6856794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6856792.500000 Penalty: 5435.111816
	Iteration 42Q: 3 clusters Score -6856792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56477 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6856790.000000 Penalty: 5435.111816
	Iteration 43Q: 3 clusters Score -6856790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56476 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6856792.500000 Penalty: 5435.111816
	Iteration 44Q: 3 clusters Score -6856792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56476 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6856792.500000 Penalty: 5435.111816
	Iteration 45F: 3 clusters Score -6856792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Entering Unmasked Estep 
Score: -769885.687500 Penalty: 2177.139404
	Iteration 0F: 2 clusters Score -769885.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -764387.062500 Penalty: 4354.278809
	Iteration 0F: 3 clusters Score -764387.1 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -765807.187500 Penalty: 4354.278809
	Iteration 1F: 3 clusters Score -765807.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -766044.625000 Penalty: 4354.278809
	Iteration 2F: 3 clusters Score -766044.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -766215.750000 Penalty: 4354.278809
	Iteration 3Q: 3 clusters Score -766215.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -766379.625000 Penalty: 4354.278809
	Iteration 4Q: 3 clusters Score -766379.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -766530.562500 Penalty: 4354.278809
	Iteration 5Q: 3 clusters Score -766530.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -766663.437500 Penalty: 4354.278809
	Iteration 6Q: 3 clusters Score -766663.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -766799.375000 Penalty: 4354.278809
	Iteration 7Q: 3 clusters Score -766799.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -766935.000000 Penalty: 4354.278809
	Iteration 8Q: 3 clusters Score -766935 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -767094.812500 Penalty: 4354.278809
	Iteration 9Q: 3 clusters Score -767094.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -767262.687500 Penalty: 4354.278809
	Iteration 10Q: 3 clusters Score -767262.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -767418.125000 Penalty: 4354.278809
	Iteration 11Q: 3 clusters Score -767418.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -767554.187500 Penalty: 4354.278809
	Iteration 12Q: 3 clusters Score -767554.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -767665.375000 Penalty: 4354.278809
	Iteration 13Q: 3 clusters Score -767665.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -767746.812500 Penalty: 4354.278809
	Iteration 14Q: 3 clusters Score -767746.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -767825.125000 Penalty: 4354.278809
	Iteration 15Q: 3 clusters Score -767825.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -767887.812500 Penalty: 4354.278809
	Iteration 16Q: 3 clusters Score -767887.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -767942.687500 Penalty: 4354.278809
	Iteration 17Q: 3 clusters Score -767942.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -767982.500000 Penalty: 4354.278809
	Iteration 18Q: 3 clusters Score -767982.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -768005.125000 Penalty: 4354.278809
	Iteration 19Q: 3 clusters Score -768005.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -768027.625000 Penalty: 4354.278809
	Iteration 20F: 3 clusters Score -768027.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -768058.250000 Penalty: 4354.278809
	Iteration 21Q: 3 clusters Score -768058.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -768081.062500 Penalty: 4354.278809
	Iteration 22Q: 3 clusters Score -768081.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -768090.750000 Penalty: 4354.278809
	Iteration 23Q: 3 clusters Score -768090.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -768100.625000 Penalty: 4354.278809
	Iteration 24Q: 3 clusters Score -768100.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -768111.250000 Penalty: 4354.278809
	Iteration 25Q: 3 clusters Score -768111.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -768122.000000 Penalty: 4354.278809
	Iteration 26Q: 3 clusters Score -768122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -768139.875000 Penalty: 4354.278809
	Iteration 27Q: 3 clusters Score -768139.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -768158.500000 Penalty: 4354.278809
	Iteration 28Q: 3 clusters Score -768158.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -768180.187500 Penalty: 4354.278809
	Iteration 29Q: 3 clusters Score -768180.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -768200.750000 Penalty: 4354.278809
	Iteration 30Q: 3 clusters Score -768200.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -768213.062500 Penalty: 4354.278809
	Iteration 31Q: 3 clusters Score -768213.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -768228.375000 Penalty: 4354.278809
	Iteration 32Q: 3 clusters Score -768228.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -768236.000000 Penalty: 4354.278809
	Iteration 33Q: 3 clusters Score -768236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -768240.062500 Penalty: 4354.278809
	Iteration 34Q: 3 clusters Score -768240.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -768244.875000 Penalty: 4354.278809
	Iteration 35Q: 3 clusters Score -768244.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -768245.812500 Penalty: 4354.278809
	Iteration 36Q: 3 clusters Score -768245.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -768246.875000 Penalty: 4354.278809
	Iteration 37Q: 3 clusters Score -768246.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -768247.812500 Penalty: 4354.278809
	Iteration 38Q: 3 clusters Score -768247.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -768248.937500 Penalty: 4354.278809
	Iteration 39Q: 3 clusters Score -768248.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -768253.375000 Penalty: 4354.278809
	Iteration 40F: 3 clusters Score -768253.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -768253.375000 Penalty: 4354.278809
	Iteration 41Q: 3 clusters Score -768253.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -768255.437500 Penalty: 4354.278809
	Iteration 42Q: 3 clusters Score -768255.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -768258.250000 Penalty: 4354.278809
	Iteration 43Q: 3 clusters Score -768258.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -768260.375000 Penalty: 4354.278809
	Iteration 44Q: 3 clusters Score -768260.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -768262.125000 Penalty: 4354.278809
	Iteration 45Q: 3 clusters Score -768262.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -768262.125000 Penalty: 4354.278809
	Iteration 46Q: 3 clusters Score -768262.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -768262.500000 Penalty: 4354.278809
	Iteration 47Q: 3 clusters Score -768262.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -768262.562500 Penalty: 4354.278809
	Iteration 48Q: 3 clusters Score -768262.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -768262.562500 Penalty: 4354.278809
	Iteration 49Q: 3 clusters Score -768262.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -768262.562500 Penalty: 4354.278809
	Iteration 50F: 3 clusters Score -768262.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Entering Unmasked Estep 
Score: -330621.062500 Penalty: 1965.976440
	Iteration 0F: 2 clusters Score -330621.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -327508.906250 Penalty: 3931.952881
	Iteration 0F: 3 clusters Score -327508.9 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -328185.750000 Penalty: 3931.952881
	Iteration 1F: 3 clusters Score -328185.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -328338.531250 Penalty: 3931.952881
	Iteration 2F: 3 clusters Score -328338.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -328421.000000 Penalty: 3931.952881
	Iteration 3Q: 3 clusters Score -328421 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -328492.750000 Penalty: 3931.952881
	Iteration 4Q: 3 clusters Score -328492.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -328557.312500 Penalty: 3931.952881
	Iteration 5Q: 3 clusters Score -328557.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -328600.312500 Penalty: 3931.952881
	Iteration 6Q: 3 clusters Score -328600.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -328645.062500 Penalty: 3931.952881
	Iteration 7Q: 3 clusters Score -328645.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -328696.156250 Penalty: 3931.952881
	Iteration 8Q: 3 clusters Score -328696.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -328723.937500 Penalty: 3931.952881
	Iteration 9Q: 3 clusters Score -328723.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -328754.031250 Penalty: 3931.952881
	Iteration 10Q: 3 clusters Score -328754 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -328784.281250 Penalty: 3931.952881
	Iteration 11Q: 3 clusters Score -328784.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -328814.875000 Penalty: 3931.952881
	Iteration 12Q: 3 clusters Score -328814.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -328849.625000 Penalty: 3931.952881
	Iteration 13Q: 3 clusters Score -328849.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -328891.281250 Penalty: 3931.952881
	Iteration 14Q: 3 clusters Score -328891.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -328933.375000 Penalty: 3931.952881
	Iteration 15Q: 3 clusters Score -328933.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -329000.437500 Penalty: 3931.952881
	Iteration 16Q: 3 clusters Score -329000.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -329059.343750 Penalty: 3931.952881
	Iteration 17Q: 3 clusters Score -329059.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -329116.531250 Penalty: 3931.952881
	Iteration 18Q: 3 clusters Score -329116.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -329185.687500 Penalty: 3931.952881
	Iteration 19Q: 3 clusters Score -329185.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -329241.656250 Penalty: 3931.952881
	Iteration 20F: 3 clusters Score -329241.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -329310.093750 Penalty: 3931.952881
	Iteration 21Q: 3 clusters Score -329310.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -329407.000000 Penalty: 3931.952881
	Iteration 22Q: 3 clusters Score -329407 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -329523.625000 Penalty: 3931.952881
	Iteration 23Q: 3 clusters Score -329523.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -329650.281250 Penalty: 3931.952881
	Iteration 24Q: 3 clusters Score -329650.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -329841.593750 Penalty: 3931.952881
	Iteration 25Q: 3 clusters Score -329841.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -329995.656250 Penalty: 3931.952881
	Iteration 26Q: 3 clusters Score -329995.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -330117.437500 Penalty: 3931.952881
	Iteration 27Q: 3 clusters Score -330117.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -330182.531250 Penalty: 3931.952881
	Iteration 28Q: 3 clusters Score -330182.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -330203.687500 Penalty: 3931.952881
	Iteration 29Q: 3 clusters Score -330203.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -330211.968750 Penalty: 3931.952881
	Iteration 30Q: 3 clusters Score -330212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -330218.000000 Penalty: 3931.952881
	Iteration 31Q: 3 clusters Score -330218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -330221.875000 Penalty: 3931.952881
	Iteration 32Q: 3 clusters Score -330221.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -330225.093750 Penalty: 3931.952881
	Iteration 33Q: 3 clusters Score -330225.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -330225.562500 Penalty: 3931.952881
	Iteration 34Q: 3 clusters Score -330225.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -330225.843750 Penalty: 3931.952881
	Iteration 35F: 3 clusters Score -330225.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -330227.656250 Penalty: 3931.952881
	Iteration 36Q: 3 clusters Score -330227.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -330227.656250 Penalty: 3931.952881
	Iteration 37F: 3 clusters Score -330227.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Entering Unmasked Estep 
Score: -1053585.000000 Penalty: 2259.983887
	Iteration 0F: 2 clusters Score -1053585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1046442.625000 Penalty: 4519.967773
	Iteration 0F: 3 clusters Score -1046443 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1048468.937500 Penalty: 4519.967773
	Iteration 1F: 3 clusters Score -1048469 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1048748.375000 Penalty: 4519.967773
	Iteration 2F: 3 clusters Score -1048748 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1048962.750000 Penalty: 4519.967773
	Iteration 3F: 3 clusters Score -1048963 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1049128.500000 Penalty: 4519.967773
	Iteration 4Q: 3 clusters Score -1049128 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1049270.000000 Penalty: 4519.967773
	Iteration 5Q: 3 clusters Score -1049270 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1049388.625000 Penalty: 4519.967773
	Iteration 6Q: 3 clusters Score -1049389 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1049459.500000 Penalty: 4519.967773
	Iteration 7Q: 3 clusters Score -1049460 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1049532.875000 Penalty: 4519.967773
	Iteration 8Q: 3 clusters Score -1049533 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1049590.375000 Penalty: 4519.967773
	Iteration 9Q: 3 clusters Score -1049590 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1049653.375000 Penalty: 4519.967773
	Iteration 10Q: 3 clusters Score -1049653 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1049711.125000 Penalty: 4519.967773
	Iteration 11Q: 3 clusters Score -1049711 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1049781.375000 Penalty: 4519.967773
	Iteration 12Q: 3 clusters Score -1049781 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1049853.875000 Penalty: 4519.967773
	Iteration 13Q: 3 clusters Score -1049854 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1049948.625000 Penalty: 4519.967773
	Iteration 14Q: 3 clusters Score -1049949 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1050044.750000 Penalty: 4519.967773
	Iteration 15Q: 3 clusters Score -1050045 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1050132.625000 Penalty: 4519.967773
	Iteration 16Q: 3 clusters Score -1050133 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1050223.125000 Penalty: 4519.967773
	Iteration 17Q: 3 clusters Score -1050223 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1050300.375000 Penalty: 4519.967773
	Iteration 18Q: 3 clusters Score -1050300 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1050382.125000 Penalty: 4519.967773
	Iteration 19Q: 3 clusters Score -1050382 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1050476.750000 Penalty: 4519.967773
	Iteration 20F: 3 clusters Score -1050477 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1050587.625000 Penalty: 4519.967773
	Iteration 21Q: 3 clusters Score -1050588 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1050694.500000 Penalty: 4519.967773
	Iteration 22Q: 3 clusters Score -1050694 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1050794.500000 Penalty: 4519.967773
	Iteration 23Q: 3 clusters Score -1050794 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1050881.625000 Penalty: 4519.967773
	Iteration 24Q: 3 clusters Score -1050882 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1050950.875000 Penalty: 4519.967773
	Iteration 25Q: 3 clusters Score -1050951 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1051001.500000 Penalty: 4519.967773
	Iteration 26Q: 3 clusters Score -1051002 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1051053.750000 Penalty: 4519.967773
	Iteration 27Q: 3 clusters Score -1051054 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1051112.625000 Penalty: 4519.967773
	Iteration 28Q: 3 clusters Score -1051113 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1051149.875000 Penalty: 4519.967773
	Iteration 29Q: 3 clusters Score -1051150 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1051187.875000 Penalty: 4519.967773
	Iteration 30Q: 3 clusters Score -1051188 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1051221.125000 Penalty: 4519.967773
	Iteration 31Q: 3 clusters Score -1051221 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1051252.375000 Penalty: 4519.967773
	Iteration 32Q: 3 clusters Score -1051252 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1051290.750000 Penalty: 4519.967773
	Iteration 33Q: 3 clusters Score -1051291 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1051324.750000 Penalty: 4519.967773
	Iteration 34Q: 3 clusters Score -1051325 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1051362.125000 Penalty: 4519.967773
	Iteration 35Q: 3 clusters Score -1051362 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1051393.875000 Penalty: 4519.967773
	Iteration 36Q: 3 clusters Score -1051394 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1051434.875000 Penalty: 4519.967773
	Iteration 37Q: 3 clusters Score -1051435 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1051476.875000 Penalty: 4519.967773
	Iteration 38Q: 3 clusters Score -1051477 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1051505.625000 Penalty: 4519.967773
	Iteration 39Q: 3 clusters Score -1051506 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1051531.625000 Penalty: 4519.967773
	Iteration 40F: 3 clusters Score -1051532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1051556.750000 Penalty: 4519.967773
	Iteration 41Q: 3 clusters Score -1051557 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1051588.125000 Penalty: 4519.967773
	Iteration 42Q: 3 clusters Score -1051588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1051613.750000 Penalty: 4519.967773
	Iteration 43Q: 3 clusters Score -1051614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1051630.250000 Penalty: 4519.967773
	Iteration 44Q: 3 clusters Score -1051630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1051640.375000 Penalty: 4519.967773
	Iteration 45Q: 3 clusters Score -1051640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1051641.500000 Penalty: 4519.967773
	Iteration 46Q: 3 clusters Score -1051642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1051643.250000 Penalty: 4519.967773
	Iteration 47Q: 3 clusters Score -1051643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1051646.125000 Penalty: 4519.967773
	Iteration 48Q: 3 clusters Score -1051646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1051648.250000 Penalty: 4519.967773
	Iteration 49Q: 3 clusters Score -1051648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1051651.625000 Penalty: 4519.967773
	Iteration 50Q: 3 clusters Score -1051652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1051653.750000 Penalty: 4519.967773
	Iteration 51Q: 3 clusters Score -1051654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1051652.750000 Penalty: 4519.967773
	Iteration 52Q: 3 clusters Score -1051653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1051652.750000 Penalty: 4519.967773
	Iteration 53F: 3 clusters Score -1051653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Entering Unmasked Estep 
Score: -5112718.500000 Penalty: 2639.343994
	Iteration 0F: 2 clusters Score -5112718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -5084318.000000 Penalty: 5278.687988
	Iteration 0F: 3 clusters Score -5084318 nChanged 19241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -5095029.500000 Penalty: 5278.687988
	Iteration 1F: 3 clusters Score -5095030 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -5095712.000000 Penalty: 5278.687988
	Iteration 2Q: 3 clusters Score -5095712 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -5096406.000000 Penalty: 5278.687988
	Iteration 3Q: 3 clusters Score -5096406 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -5097121.000000 Penalty: 5278.687988
	Iteration 4Q: 3 clusters Score -5097121 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -5097896.000000 Penalty: 5278.687988
	Iteration 5Q: 3 clusters Score -5097896 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -5098748.000000 Penalty: 5278.687988
	Iteration 6Q: 3 clusters Score -5098748 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -5099769.500000 Penalty: 5278.687988
	Iteration 7Q: 3 clusters Score -5099770 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -5100998.500000 Penalty: 5278.687988
	Iteration 8F: 3 clusters Score -5100998 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -5102463.500000 Penalty: 5278.687988
	Iteration 9F: 3 clusters Score -5102464 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -5104026.500000 Penalty: 5278.687988
	Iteration 10F: 3 clusters Score -5104026 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -5105344.000000 Penalty: 5278.687988
	Iteration 11Q: 3 clusters Score -5105344 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -5106179.000000 Penalty: 5278.687988
	Iteration 12Q: 3 clusters Score -5106179 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -5106677.000000 Penalty: 5278.687988
	Iteration 13Q: 3 clusters Score -5106677 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -5107020.500000 Penalty: 5278.687988
	Iteration 14Q: 3 clusters Score -5107020 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -5107340.000000 Penalty: 5278.687988
	Iteration 15Q: 3 clusters Score -5107340 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -5107559.500000 Penalty: 5278.687988
	Iteration 16Q: 3 clusters Score -5107560 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -5107766.000000 Penalty: 5278.687988
	Iteration 17Q: 3 clusters Score -5107766 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -5107903.500000 Penalty: 5278.687988
	Iteration 18Q: 3 clusters Score -5107904 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -5108040.000000 Penalty: 5278.687988
	Iteration 19Q: 3 clusters Score -5108040 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -5108143.000000 Penalty: 5278.687988
	Iteration 20F: 3 clusters Score -5108143 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -5108257.000000 Penalty: 5278.687988
	Iteration 21Q: 3 clusters Score -5108257 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -5108321.500000 Penalty: 5278.687988
	Iteration 22Q: 3 clusters Score -5108322 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -5108357.500000 Penalty: 5278.687988
	Iteration 23Q: 3 clusters Score -5108358 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -5108425.000000 Penalty: 5278.687988
	Iteration 24Q: 3 clusters Score -5108425 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -5108453.500000 Penalty: 5278.687988
	Iteration 25Q: 3 clusters Score -5108454 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -5108488.000000 Penalty: 5278.687988
	Iteration 26Q: 3 clusters Score -5108488 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -5108517.000000 Penalty: 5278.687988
	Iteration 27Q: 3 clusters Score -5108517 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -5108526.500000 Penalty: 5278.687988
	Iteration 28Q: 3 clusters Score -5108526 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -5108533.500000 Penalty: 5278.687988
	Iteration 29Q: 3 clusters Score -5108534 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -5108548.000000 Penalty: 5278.687988
	Iteration 30Q: 3 clusters Score -5108548 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -5108553.500000 Penalty: 5278.687988
	Iteration 31Q: 3 clusters Score -5108554 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -5108569.000000 Penalty: 5278.687988
	Iteration 32Q: 3 clusters Score -5108569 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -5108588.500000 Penalty: 5278.687988
	Iteration 33Q: 3 clusters Score -5108588 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -5108590.500000 Penalty: 5278.687988
	Iteration 34Q: 3 clusters Score -5108590 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -5108606.000000 Penalty: 5278.687988
	Iteration 35Q: 3 clusters Score -5108606 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -5108608.000000 Penalty: 5278.687988
	Iteration 36Q: 3 clusters Score -5108608 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -5108623.500000 Penalty: 5278.687988
	Iteration 37Q: 3 clusters Score -5108624 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -5108630.500000 Penalty: 5278.687988
	Iteration 38Q: 3 clusters Score -5108630 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -5108638.500000 Penalty: 5278.687988
	Iteration 39Q: 3 clusters Score -5108638 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -5108632.500000 Penalty: 5278.687988
	Iteration 40F: 3 clusters Score -5108632 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -5108640.000000 Penalty: 5278.687988
	Iteration 41Q: 3 clusters Score -5108640 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -5108663.000000 Penalty: 5278.687988
	Iteration 42Q: 3 clusters Score -5108663 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -5108672.000000 Penalty: 5278.687988
	Iteration 43Q: 3 clusters Score -5108672 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -5108667.000000 Penalty: 5278.687988
	Iteration 44Q: 3 clusters Score -5108667 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -5108684.000000 Penalty: 5278.687988
	Iteration 45Q: 3 clusters Score -5108684 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -5108698.500000 Penalty: 5278.687988
	Iteration 46Q: 3 clusters Score -5108698 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -5108714.000000 Penalty: 5278.687988
	Iteration 47Q: 3 clusters Score -5108714 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -5108731.500000 Penalty: 5278.687988
	Iteration 48Q: 3 clusters Score -5108732 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -5108733.000000 Penalty: 5278.687988
	Iteration 49Q: 3 clusters Score -5108733 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -5108767.000000 Penalty: 5278.687988
	Iteration 50Q: 3 clusters Score -5108767 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -5108767.500000 Penalty: 5278.687988
	Iteration 51Q: 3 clusters Score -5108768 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -5108766.000000 Penalty: 5278.687988
	Iteration 52Q: 3 clusters Score -5108766 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -5108783.500000 Penalty: 5278.687988
	Iteration 53Q: 3 clusters Score -5108784 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -5108796.000000 Penalty: 5278.687988
	Iteration 54Q: 3 clusters Score -5108796 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -5108797.000000 Penalty: 5278.687988
	Iteration 55Q: 3 clusters Score -5108797 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -5108819.500000 Penalty: 5278.687988
	Iteration 56Q: 3 clusters Score -5108820 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -5108835.500000 Penalty: 5278.687988
	Iteration 57Q: 3 clusters Score -5108836 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -5108862.500000 Penalty: 5278.687988
	Iteration 58Q: 3 clusters Score -5108862 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -5108867.500000 Penalty: 5278.687988
	Iteration 59Q: 3 clusters Score -5108868 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -5108899.000000 Penalty: 5278.687988
	Iteration 60F: 3 clusters Score -5108899 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -5108922.500000 Penalty: 5278.687988
	Iteration 61Q: 3 clusters Score -5108922 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -5108946.000000 Penalty: 5278.687988
	Iteration 62Q: 3 clusters Score -5108946 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -5108963.500000 Penalty: 5278.687988
	Iteration 63Q: 3 clusters Score -5108964 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -5108971.500000 Penalty: 5278.687988
	Iteration 64Q: 3 clusters Score -5108972 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -5108998.000000 Penalty: 5278.687988
	Iteration 65Q: 3 clusters Score -5108998 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -5109026.000000 Penalty: 5278.687988
	Iteration 66Q: 3 clusters Score -5109026 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -5109043.500000 Penalty: 5278.687988
	Iteration 67Q: 3 clusters Score -5109044 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -5109067.000000 Penalty: 5278.687988
	Iteration 68Q: 3 clusters Score -5109067 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -5109086.500000 Penalty: 5278.687988
	Iteration 69Q: 3 clusters Score -5109086 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -5109127.000000 Penalty: 5278.687988
	Iteration 70Q: 3 clusters Score -5109127 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -5109155.500000 Penalty: 5278.687988
	Iteration 71Q: 3 clusters Score -5109156 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -5109151.000000 Penalty: 5278.687988
	Iteration 72Q: 3 clusters Score -5109151 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -5109183.500000 Penalty: 5278.687988
	Iteration 73Q: 3 clusters Score -5109184 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -5109216.500000 Penalty: 5278.687988
	Iteration 74Q: 3 clusters Score -5109216 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -5109221.500000 Penalty: 5278.687988
	Iteration 75Q: 3 clusters Score -5109222 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -5109237.500000 Penalty: 5278.687988
	Iteration 76Q: 3 clusters Score -5109238 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -5109270.000000 Penalty: 5278.687988
	Iteration 77Q: 3 clusters Score -5109270 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -5109287.000000 Penalty: 5278.687988
	Iteration 78Q: 3 clusters Score -5109287 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -5109334.500000 Penalty: 5278.687988
	Iteration 79Q: 3 clusters Score -5109334 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -5109376.500000 Penalty: 5278.687988
	Iteration 80F: 3 clusters Score -5109376 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -5109407.000000 Penalty: 5278.687988
	Iteration 81Q: 3 clusters Score -5109407 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -5109434.500000 Penalty: 5278.687988
	Iteration 82Q: 3 clusters Score -5109434 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -5109450.500000 Penalty: 5278.687988
	Iteration 83Q: 3 clusters Score -5109450 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -5109487.500000 Penalty: 5278.687988
	Iteration 84Q: 3 clusters Score -5109488 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -5109496.000000 Penalty: 5278.687988
	Iteration 85Q: 3 clusters Score -5109496 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -5109519.500000 Penalty: 5278.687988
	Iteration 86Q: 3 clusters Score -5109520 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -5109538.000000 Penalty: 5278.687988
	Iteration 87Q: 3 clusters Score -5109538 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -5109565.500000 Penalty: 5278.687988
	Iteration 88Q: 3 clusters Score -5109566 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -5109568.000000 Penalty: 5278.687988
	Iteration 89Q: 3 clusters Score -5109568 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -5109594.000000 Penalty: 5278.687988
	Iteration 90Q: 3 clusters Score -5109594 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -5109602.000000 Penalty: 5278.687988
	Iteration 91Q: 3 clusters Score -5109602 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -5109611.000000 Penalty: 5278.687988
	Iteration 92Q: 3 clusters Score -5109611 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -5109617.000000 Penalty: 5278.687988
	Iteration 93Q: 3 clusters Score -5109617 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -5109641.500000 Penalty: 5278.687988
	Iteration 94Q: 3 clusters Score -5109642 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -5109676.000000 Penalty: 5278.687988
	Iteration 95Q: 3 clusters Score -5109676 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -5109685.500000 Penalty: 5278.687988
	Iteration 96Q: 3 clusters Score -5109686 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -5109709.000000 Penalty: 5278.687988
	Iteration 97Q: 3 clusters Score -5109709 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -5109702.500000 Penalty: 5278.687988
	Iteration 98Q: 3 clusters Score -5109702 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -5109701.500000 Penalty: 5278.687988
	Iteration 99Q: 3 clusters Score -5109702 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -5109698.500000 Penalty: 5278.687988
	Iteration 100F: 3 clusters Score -5109698 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -5109713.000000 Penalty: 5278.687988
	Iteration 101Q: 3 clusters Score -5109713 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -5109725.500000 Penalty: 5278.687988
	Iteration 102Q: 3 clusters Score -5109726 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -5109752.500000 Penalty: 5278.687988
	Iteration 103Q: 3 clusters Score -5109752 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -5109760.000000 Penalty: 5278.687988
	Iteration 104Q: 3 clusters Score -5109760 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -5109758.000000 Penalty: 5278.687988
	Iteration 105Q: 3 clusters Score -5109758 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -5109757.500000 Penalty: 5278.687988
	Iteration 106Q: 3 clusters Score -5109758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -5109761.000000 Penalty: 5278.687988
	Iteration 107Q: 3 clusters Score -5109761 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -5109763.500000 Penalty: 5278.687988
	Iteration 108Q: 3 clusters Score -5109764 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -5109759.000000 Penalty: 5278.687988
	Iteration 109Q: 3 clusters Score -5109759 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -5109757.500000 Penalty: 5278.687988
	Iteration 110Q: 3 clusters Score -5109758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -5109754.500000 Penalty: 5278.687988
	Iteration 111Q: 3 clusters Score -5109754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -5109753.000000 Penalty: 5278.687988
	Iteration 112Q: 3 clusters Score -5109753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -5109758.500000 Penalty: 5278.687988
	Iteration 113Q: 3 clusters Score -5109758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -5109757.000000 Penalty: 5278.687988
	Iteration 114Q: 3 clusters Score -5109757 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -5109761.500000 Penalty: 5278.687988
	Iteration 115Q: 3 clusters Score -5109762 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -5109764.500000 Penalty: 5278.687988
	Iteration 116Q: 3 clusters Score -5109764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -5109767.500000 Penalty: 5278.687988
	Iteration 117Q: 3 clusters Score -5109768 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -5109783.500000 Penalty: 5278.687988
	Iteration 118Q: 3 clusters Score -5109784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -5109780.500000 Penalty: 5278.687988
	Iteration 119Q: 3 clusters Score -5109780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -5109778.500000 Penalty: 5278.687988
	Iteration 120F: 3 clusters Score -5109778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -5109781.000000 Penalty: 5278.687988
	Iteration 121Q: 3 clusters Score -5109781 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -5109777.500000 Penalty: 5278.687988
	Iteration 122Q: 3 clusters Score -5109778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -5109788.500000 Penalty: 5278.687988
	Iteration 123Q: 3 clusters Score -5109788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -5109772.500000 Penalty: 5278.687988
	Iteration 124Q: 3 clusters Score -5109772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -5109783.500000 Penalty: 5278.687988
	Iteration 125Q: 3 clusters Score -5109784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -5109783.000000 Penalty: 5278.687988
	Iteration 126Q: 3 clusters Score -5109783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -5109786.500000 Penalty: 5278.687988
	Iteration 127Q: 3 clusters Score -5109786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -5109783.500000 Penalty: 5278.687988
	Iteration 128Q: 3 clusters Score -5109784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -5109771.500000 Penalty: 5278.687988
	Iteration 129Q: 3 clusters Score -5109772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -5109773.000000 Penalty: 5278.687988
	Iteration 130Q: 3 clusters Score -5109773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -5109771.000000 Penalty: 5278.687988
	Iteration 131Q: 3 clusters Score -5109771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -5109768.000000 Penalty: 5278.687988
	Iteration 132Q: 3 clusters Score -5109768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -5109766.500000 Penalty: 5278.687988
	Iteration 133Q: 3 clusters Score -5109766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -5109767.500000 Penalty: 5278.687988
	Iteration 134Q: 3 clusters Score -5109768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -5109762.500000 Penalty: 5278.687988
	Iteration 135Q: 3 clusters Score -5109762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -5109766.500000 Penalty: 5278.687988
	Iteration 136Q: 3 clusters Score -5109766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -5109764.500000 Penalty: 5278.687988
	Iteration 137Q: 3 clusters Score -5109764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -5109763.000000 Penalty: 5278.687988
	Iteration 138Q: 3 clusters Score -5109763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -5109765.000000 Penalty: 5278.687988
	Iteration 139Q: 3 clusters Score -5109765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -5109768.500000 Penalty: 5278.687988
	Iteration 140F: 3 clusters Score -5109768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -5109767.500000 Penalty: 5278.687988
	Iteration 141Q: 3 clusters Score -5109768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -5109773.500000 Penalty: 5278.687988
	Iteration 142Q: 3 clusters Score -5109774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -5109779.000000 Penalty: 5278.687988
	Iteration 143Q: 3 clusters Score -5109779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -5109776.000000 Penalty: 5278.687988
	Iteration 144Q: 3 clusters Score -5109776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -5109768.500000 Penalty: 5278.687988
	Iteration 145Q: 3 clusters Score -5109768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -5109768.500000 Penalty: 5278.687988
	Iteration 146Q: 3 clusters Score -5109768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -5109771.000000 Penalty: 5278.687988
	Iteration 147Q: 3 clusters Score -5109771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -5109768.000000 Penalty: 5278.687988
	Iteration 148Q: 3 clusters Score -5109768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -5109766.500000 Penalty: 5278.687988
	Iteration 149Q: 3 clusters Score -5109766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -5109766.000000 Penalty: 5278.687988
	Iteration 150Q: 3 clusters Score -5109766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -5109762.500000 Penalty: 5278.687988
	Iteration 151Q: 3 clusters Score -5109762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -5109763.000000 Penalty: 5278.687988
	Iteration 152Q: 3 clusters Score -5109763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -5109767.500000 Penalty: 5278.687988
	Iteration 153Q: 3 clusters Score -5109768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -5109770.000000 Penalty: 5278.687988
	Iteration 154Q: 3 clusters Score -5109770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -5109767.000000 Penalty: 5278.687988
	Iteration 155Q: 3 clusters Score -5109767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -5109769.000000 Penalty: 5278.687988
	Iteration 156Q: 3 clusters Score -5109769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -5109770.500000 Penalty: 5278.687988
	Iteration 157Q: 3 clusters Score -5109770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -5109768.000000 Penalty: 5278.687988
	Iteration 158Q: 3 clusters Score -5109768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -5109768.000000 Penalty: 5278.687988
	Iteration 159F: 3 clusters Score -5109768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Entering Unmasked Estep 
Score: -4621620.500000 Penalty: 2613.489502
	Iteration 0F: 2 clusters Score -4621620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -4595917.500000 Penalty: 5226.979004
	Iteration 0F: 3 clusters Score -4595918 nChanged 17234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -4605377.000000 Penalty: 5226.979004
	Iteration 1F: 3 clusters Score -4605377 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -4606128.000000 Penalty: 5226.979004
	Iteration 2Q: 3 clusters Score -4606128 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -4606881.000000 Penalty: 5226.979004
	Iteration 3Q: 3 clusters Score -4606881 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -4607748.000000 Penalty: 5226.979004
	Iteration 4Q: 3 clusters Score -4607748 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -4608643.000000 Penalty: 5226.979004
	Iteration 5F: 3 clusters Score -4608643 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -4609687.000000 Penalty: 5226.979004
	Iteration 6F: 3 clusters Score -4609687 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -4610901.000000 Penalty: 5226.979004
	Iteration 7F: 3 clusters Score -4610901 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -4612122.000000 Penalty: 5226.979004
	Iteration 8F: 3 clusters Score -4612122 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -4613246.000000 Penalty: 5226.979004
	Iteration 9F: 3 clusters Score -4613246 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -4614236.000000 Penalty: 5226.979004
	Iteration 10Q: 3 clusters Score -4614236 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -4615076.500000 Penalty: 5226.979004
	Iteration 11Q: 3 clusters Score -4615076 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -4615907.000000 Penalty: 5226.979004
	Iteration 12Q: 3 clusters Score -4615907 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -4616734.000000 Penalty: 5226.979004
	Iteration 13Q: 3 clusters Score -4616734 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -4617470.000000 Penalty: 5226.979004
	Iteration 14Q: 3 clusters Score -4617470 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -4618102.500000 Penalty: 5226.979004
	Iteration 15Q: 3 clusters Score -4618102 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -4618590.500000 Penalty: 5226.979004
	Iteration 16Q: 3 clusters Score -4618590 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -4618897.500000 Penalty: 5226.979004
	Iteration 17Q: 3 clusters Score -4618898 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -4619066.500000 Penalty: 5226.979004
	Iteration 18Q: 3 clusters Score -4619066 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -4619173.500000 Penalty: 5226.979004
	Iteration 19Q: 3 clusters Score -4619174 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -4619250.000000 Penalty: 5226.979004
	Iteration 20F: 3 clusters Score -4619250 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -4619294.500000 Penalty: 5226.979004
	Iteration 21Q: 3 clusters Score -4619294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -4619336.500000 Penalty: 5226.979004
	Iteration 22Q: 3 clusters Score -4619336 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -4619366.000000 Penalty: 5226.979004
	Iteration 23Q: 3 clusters Score -4619366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -4619390.000000 Penalty: 5226.979004
	Iteration 24Q: 3 clusters Score -4619390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -4619402.000000 Penalty: 5226.979004
	Iteration 25Q: 3 clusters Score -4619402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -4619411.500000 Penalty: 5226.979004
	Iteration 26Q: 3 clusters Score -4619412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -4619417.000000 Penalty: 5226.979004
	Iteration 27Q: 3 clusters Score -4619417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -4619432.500000 Penalty: 5226.979004
	Iteration 28Q: 3 clusters Score -4619432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -4619443.000000 Penalty: 5226.979004
	Iteration 29Q: 3 clusters Score -4619443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -4619448.500000 Penalty: 5226.979004
	Iteration 30Q: 3 clusters Score -4619448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -4619448.000000 Penalty: 5226.979004
	Iteration 31Q: 3 clusters Score -4619448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -4619450.500000 Penalty: 5226.979004
	Iteration 32Q: 3 clusters Score -4619450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -4619450.500000 Penalty: 5226.979004
	Iteration 33F: 3 clusters Score -4619450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (160947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160947 members 
Entering Unmasked Estep 
Score: -19482988.000000 Penalty: 2973.229980
	Iteration 0F: 2 clusters Score -1.948299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80145 members 
Mstep: Class 2 contains 80802 members 
Entering Unmasked Estep 
Score: -19375386.000000 Penalty: 5946.459961
	Iteration 0F: 3 clusters Score -1.937539e+07 nChanged 77271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74052 members 
Mstep: Class 2 contains 86895 members 
Entering Unmasked Estep 
Score: -19421284.000000 Penalty: 5946.459961
	Iteration 1F: 3 clusters Score -1.942128e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69668 members 
Mstep: Class 2 contains 91279 members 
Entering Unmasked Estep 
Score: -19423734.000000 Penalty: 5946.459961
	Iteration 2Q: 3 clusters Score -1.942373e+07 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 97935 members 
Entering Unmasked Estep 
Score: -19427996.000000 Penalty: 5946.459961
	Iteration 3F: 3 clusters Score -1.9428e+07 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 107303 members 
Entering Unmasked Estep 
Score: -19434986.000000 Penalty: 5946.459961
	Iteration 4F: 3 clusters Score -1.943499e+07 nChanged 12671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 118696 members 
Entering Unmasked Estep 
Score: -19444364.000000 Penalty: 5946.459961
	Iteration 5F: 3 clusters Score -1.944436e+07 nChanged 12703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 130579 members 
Entering Unmasked Estep 
Score: -19454758.000000 Penalty: 5946.459961
	Iteration 6F: 3 clusters Score -1.945476e+07 nChanged 10943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 141194 members 
Entering Unmasked Estep 
Score: -19463918.000000 Penalty: 5946.459961
	Iteration 7F: 3 clusters Score -1.946392e+07 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 149336 members 
Entering Unmasked Estep 
Score: -19470892.000000 Penalty: 5946.459961
	Iteration 8F: 3 clusters Score -1.947089e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 154899 members 
Entering Unmasked Estep 
Score: -19475898.000000 Penalty: 5946.459961
	Iteration 9Q: 3 clusters Score -1.94759e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 157963 members 
Entering Unmasked Estep 
Score: -19478420.000000 Penalty: 5946.459961
	Iteration 10Q: 3 clusters Score -1.947842e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 159418 members 
Entering Unmasked Estep 
Score: -19479592.000000 Penalty: 5946.459961
	Iteration 11Q: 3 clusters Score -1.947959e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 160022 members 
Entering Unmasked Estep 
Score: -19480040.000000 Penalty: 5946.459961
	Iteration 12Q: 3 clusters Score -1.948004e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 160261 members 
Entering Unmasked Estep 
Score: -19480276.000000 Penalty: 5946.459961
	Iteration 13Q: 3 clusters Score -1.948028e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 160384 members 
Entering Unmasked Estep 
Score: -19480422.000000 Penalty: 5946.459961
	Iteration 14Q: 3 clusters Score -1.948042e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 160445 members 
Entering Unmasked Estep 
Score: -19480494.000000 Penalty: 5946.459961
	Iteration 15Q: 3 clusters Score -1.948049e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 160468 members 
Entering Unmasked Estep 
Score: -19480544.000000 Penalty: 5946.459961
	Iteration 16Q: 3 clusters Score -1.948054e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 160487 members 
Entering Unmasked Estep 
Score: -19480544.000000 Penalty: 5946.459961
	Iteration 17Q: 3 clusters Score -1.948054e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 160500 members 
Entering Unmasked Estep 
Score: -19480546.000000 Penalty: 5946.459961
	Iteration 18Q: 3 clusters Score -1.948055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 160502 members 
Entering Unmasked Estep 
Score: -19480532.000000 Penalty: 5946.459961
	Iteration 19Q: 3 clusters Score -1.948053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 160504 members 
Entering Unmasked Estep 
Score: -19480532.000000 Penalty: 5946.459961
	Iteration 20F: 3 clusters Score -1.948053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 160507 members 
Entering Unmasked Estep 
Score: -19480544.000000 Penalty: 5946.459961
	Iteration 21Q: 3 clusters Score -1.948054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 160509 members 
Entering Unmasked Estep 
Score: -19480536.000000 Penalty: 5946.459961
	Iteration 22Q: 3 clusters Score -1.948054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 160510 members 
Entering Unmasked Estep 
Score: -19480550.000000 Penalty: 5946.459961
	Iteration 23Q: 3 clusters Score -1.948055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 160511 members 
Entering Unmasked Estep 
Score: -19480546.000000 Penalty: 5946.459961
	Iteration 24Q: 3 clusters Score -1.948055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 160511 members 
Entering Unmasked Estep 
Score: -19480546.000000 Penalty: 5946.459961
	Iteration 25F: 3 clusters Score -1.948055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (98526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98526 members 
Entering Unmasked Estep 
Score: -12041028.000000 Penalty: 2851.522705
	Iteration 0F: 2 clusters Score -1.204103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -11975314.000000 Penalty: 5703.045410
	Iteration 0F: 3 clusters Score -1.197531e+07 nChanged 46603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 52302 members 
Entering Unmasked Estep 
Score: -12002186.000000 Penalty: 5703.045410
	Iteration 1F: 3 clusters Score -1.200219e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -12003282.000000 Penalty: 5703.045410
	Iteration 2Q: 3 clusters Score -1.200328e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 56229 members 
Entering Unmasked Estep 
Score: -12004675.000000 Penalty: 5703.045410
	Iteration 3Q: 3 clusters Score -1.200468e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 59537 members 
Entering Unmasked Estep 
Score: -12006562.000000 Penalty: 5703.045410
	Iteration 4Q: 3 clusters Score -1.200656e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 64223 members 
Entering Unmasked Estep 
Score: -12009721.000000 Penalty: 5703.045410
	Iteration 5F: 3 clusters Score -1.200972e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 70312 members 
Entering Unmasked Estep 
Score: -12014506.000000 Penalty: 5703.045410
	Iteration 6F: 3 clusters Score -1.201451e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 77398 members 
Entering Unmasked Estep 
Score: -12020566.000000 Penalty: 5703.045410
	Iteration 7F: 3 clusters Score -1.202057e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 84354 members 
Entering Unmasked Estep 
Score: -12026846.000000 Penalty: 5703.045410
	Iteration 8F: 3 clusters Score -1.202685e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 90058 members 
Entering Unmasked Estep 
Score: -12031942.000000 Penalty: 5703.045410
	Iteration 9F: 3 clusters Score -1.203194e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -12035234.000000 Penalty: 5703.045410
	Iteration 10Q: 3 clusters Score -1.203523e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 95857 members 
Entering Unmasked Estep 
Score: -12036957.000000 Penalty: 5703.045410
	Iteration 11Q: 3 clusters Score -1.203696e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 96867 members 
Entering Unmasked Estep 
Score: -12037715.000000 Penalty: 5703.045410
	Iteration 12Q: 3 clusters Score -1.203772e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 97363 members 
Entering Unmasked Estep 
Score: -12038089.000000 Penalty: 5703.045410
	Iteration 13Q: 3 clusters Score -1.203809e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 97628 members 
Entering Unmasked Estep 
Score: -12038253.000000 Penalty: 5703.045410
	Iteration 14Q: 3 clusters Score -1.203825e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 97759 members 
Entering Unmasked Estep 
Score: -12038360.000000 Penalty: 5703.045410
	Iteration 15Q: 3 clusters Score -1.203836e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 97833 members 
Entering Unmasked Estep 
Score: -12038417.000000 Penalty: 5703.045410
	Iteration 16Q: 3 clusters Score -1.203842e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 97879 members 
Entering Unmasked Estep 
Score: -12038483.000000 Penalty: 5703.045410
	Iteration 17Q: 3 clusters Score -1.203848e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 97923 members 
Entering Unmasked Estep 
Score: -12038535.000000 Penalty: 5703.045410
	Iteration 18Q: 3 clusters Score -1.203854e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 97949 members 
Entering Unmasked Estep 
Score: -12038549.000000 Penalty: 5703.045410
	Iteration 19Q: 3 clusters Score -1.203855e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 97964 members 
Entering Unmasked Estep 
Score: -12038585.000000 Penalty: 5703.045410
	Iteration 20F: 3 clusters Score -1.203858e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 97979 members 
Entering Unmasked Estep 
Score: -12038589.000000 Penalty: 5703.045410
	Iteration 21Q: 3 clusters Score -1.203859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 97991 members 
Entering Unmasked Estep 
Score: -12038588.000000 Penalty: 5703.045410
	Iteration 22Q: 3 clusters Score -1.203859e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 98000 members 
Entering Unmasked Estep 
Score: -12038598.000000 Penalty: 5703.045410
	Iteration 23Q: 3 clusters Score -1.20386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 98004 members 
Entering Unmasked Estep 
Score: -12038600.000000 Penalty: 5703.045410
	Iteration 24Q: 3 clusters Score -1.20386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 98009 members 
Entering Unmasked Estep 
Score: -12038606.000000 Penalty: 5703.045410
	Iteration 25Q: 3 clusters Score -1.203861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 98013 members 
Entering Unmasked Estep 
Score: -12038610.000000 Penalty: 5703.045410
	Iteration 26Q: 3 clusters Score -1.203861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 98020 members 
Entering Unmasked Estep 
Score: -12038615.000000 Penalty: 5703.045410
	Iteration 27Q: 3 clusters Score -1.203862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 98022 members 
Entering Unmasked Estep 
Score: -12038627.000000 Penalty: 5703.045410
	Iteration 28Q: 3 clusters Score -1.203863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 98029 members 
Entering Unmasked Estep 
Score: -12038637.000000 Penalty: 5703.045410
	Iteration 29Q: 3 clusters Score -1.203864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 98033 members 
Entering Unmasked Estep 
Score: -12038642.000000 Penalty: 5703.045410
	Iteration 30Q: 3 clusters Score -1.203864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 98035 members 
Entering Unmasked Estep 
Score: -12038645.000000 Penalty: 5703.045410
	Iteration 31Q: 3 clusters Score -1.203864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 98037 members 
Entering Unmasked Estep 
Score: -12038657.000000 Penalty: 5703.045410
	Iteration 32Q: 3 clusters Score -1.203866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 98038 members 
Entering Unmasked Estep 
Score: -12038655.000000 Penalty: 5703.045410
	Iteration 33Q: 3 clusters Score -1.203866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 98040 members 
Entering Unmasked Estep 
Score: -12038657.000000 Penalty: 5703.045410
	Iteration 34Q: 3 clusters Score -1.203866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 98043 members 
Entering Unmasked Estep 
Score: -12038672.000000 Penalty: 5703.045410
	Iteration 35Q: 3 clusters Score -1.203867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 98044 members 
Entering Unmasked Estep 
Score: -12038673.000000 Penalty: 5703.045410
	Iteration 36Q: 3 clusters Score -1.203867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 98047 members 
Entering Unmasked Estep 
Score: -12038660.000000 Penalty: 5703.045410
	Iteration 37Q: 3 clusters Score -1.203866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 98050 members 
Entering Unmasked Estep 
Score: -12038668.000000 Penalty: 5703.045410
	Iteration 38Q: 3 clusters Score -1.203867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 98049 members 
Entering Unmasked Estep 
Score: -12038677.000000 Penalty: 5703.045410
	Iteration 39Q: 3 clusters Score -1.203868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 98049 members 
Entering Unmasked Estep 
Score: -12038677.000000 Penalty: 5703.045410
	Iteration 40F: 3 clusters Score -1.203868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Entering Unmasked Estep 
Score: -3743303.000000 Penalty: 2562.017090
	Iteration 0F: 2 clusters Score -3743303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -3722293.250000 Penalty: 5124.034180
	Iteration 0F: 3 clusters Score -3722293 nChanged 13843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -3730089.500000 Penalty: 5124.034180
	Iteration 1F: 3 clusters Score -3730090 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3730744.750000 Penalty: 5124.034180
	Iteration 2F: 3 clusters Score -3730745 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -3731356.250000 Penalty: 5124.034180
	Iteration 3Q: 3 clusters Score -3731356 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -3731944.250000 Penalty: 5124.034180
	Iteration 4Q: 3 clusters Score -3731944 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -3732646.750000 Penalty: 5124.034180
	Iteration 5Q: 3 clusters Score -3732647 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -3733506.250000 Penalty: 5124.034180
	Iteration 6F: 3 clusters Score -3733506 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -3734500.750000 Penalty: 5124.034180
	Iteration 7F: 3 clusters Score -3734501 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3735522.500000 Penalty: 5124.034180
	Iteration 8F: 3 clusters Score -3735522 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -3736450.750000 Penalty: 5124.034180
	Iteration 9F: 3 clusters Score -3736451 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -3737270.000000 Penalty: 5124.034180
	Iteration 10Q: 3 clusters Score -3737270 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -3737906.000000 Penalty: 5124.034180
	Iteration 11Q: 3 clusters Score -3737906 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -3738394.750000 Penalty: 5124.034180
	Iteration 12Q: 3 clusters Score -3738395 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -3738826.000000 Penalty: 5124.034180
	Iteration 13Q: 3 clusters Score -3738826 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -3739155.500000 Penalty: 5124.034180
	Iteration 14Q: 3 clusters Score -3739156 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -3739435.750000 Penalty: 5124.034180
	Iteration 15Q: 3 clusters Score -3739436 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -3739664.000000 Penalty: 5124.034180
	Iteration 16Q: 3 clusters Score -3739664 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -3739872.750000 Penalty: 5124.034180
	Iteration 17Q: 3 clusters Score -3739873 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -3740030.250000 Penalty: 5124.034180
	Iteration 18Q: 3 clusters Score -3740030 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -3740163.000000 Penalty: 5124.034180
	Iteration 19Q: 3 clusters Score -3740163 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -3740279.500000 Penalty: 5124.034180
	Iteration 20F: 3 clusters Score -3740280 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3740389.500000 Penalty: 5124.034180
	Iteration 21Q: 3 clusters Score -3740390 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -3740465.000000 Penalty: 5124.034180
	Iteration 22Q: 3 clusters Score -3740465 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -3740546.250000 Penalty: 5124.034180
	Iteration 23Q: 3 clusters Score -3740546 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -3740620.750000 Penalty: 5124.034180
	Iteration 24Q: 3 clusters Score -3740621 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -3740674.500000 Penalty: 5124.034180
	Iteration 25Q: 3 clusters Score -3740674 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -3740720.000000 Penalty: 5124.034180
	Iteration 26Q: 3 clusters Score -3740720 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -3740762.000000 Penalty: 5124.034180
	Iteration 27Q: 3 clusters Score -3740762 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -3740802.750000 Penalty: 5124.034180
	Iteration 28Q: 3 clusters Score -3740803 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -3740846.000000 Penalty: 5124.034180
	Iteration 29Q: 3 clusters Score -3740846 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -3740873.500000 Penalty: 5124.034180
	Iteration 30Q: 3 clusters Score -3740874 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -3740906.750000 Penalty: 5124.034180
	Iteration 31Q: 3 clusters Score -3740907 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3740939.750000 Penalty: 5124.034180
	Iteration 32Q: 3 clusters Score -3740940 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -3740954.000000 Penalty: 5124.034180
	Iteration 33Q: 3 clusters Score -3740954 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -3740975.750000 Penalty: 5124.034180
	Iteration 34Q: 3 clusters Score -3740976 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3740993.250000 Penalty: 5124.034180
	Iteration 35Q: 3 clusters Score -3740993 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3741034.000000 Penalty: 5124.034180
	Iteration 36Q: 3 clusters Score -3741034 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -3741064.500000 Penalty: 5124.034180
	Iteration 37Q: 3 clusters Score -3741064 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3741102.000000 Penalty: 5124.034180
	Iteration 38Q: 3 clusters Score -3741102 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -3741130.000000 Penalty: 5124.034180
	Iteration 39Q: 3 clusters Score -3741130 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3741148.750000 Penalty: 5124.034180
	Iteration 40F: 3 clusters Score -3741149 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3741165.750000 Penalty: 5124.034180
	Iteration 41Q: 3 clusters Score -3741166 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -3741188.500000 Penalty: 5124.034180
	Iteration 42Q: 3 clusters Score -3741188 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3741219.000000 Penalty: 5124.034180
	Iteration 43Q: 3 clusters Score -3741219 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3741228.000000 Penalty: 5124.034180
	Iteration 44Q: 3 clusters Score -3741228 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3741246.500000 Penalty: 5124.034180
	Iteration 45Q: 3 clusters Score -3741246 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3741261.000000 Penalty: 5124.034180
	Iteration 46Q: 3 clusters Score -3741261 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3741267.500000 Penalty: 5124.034180
	Iteration 47Q: 3 clusters Score -3741268 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3741276.750000 Penalty: 5124.034180
	Iteration 48Q: 3 clusters Score -3741277 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3741289.250000 Penalty: 5124.034180
	Iteration 49Q: 3 clusters Score -3741289 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3741302.750000 Penalty: 5124.034180
	Iteration 50Q: 3 clusters Score -3741303 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3741310.000000 Penalty: 5124.034180
	Iteration 51Q: 3 clusters Score -3741310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3741312.250000 Penalty: 5124.034180
	Iteration 52Q: 3 clusters Score -3741312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3741317.000000 Penalty: 5124.034180
	Iteration 53Q: 3 clusters Score -3741317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3741317.500000 Penalty: 5124.034180
	Iteration 54Q: 3 clusters Score -3741318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3741328.750000 Penalty: 5124.034180
	Iteration 55Q: 3 clusters Score -3741329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3741330.750000 Penalty: 5124.034180
	Iteration 56Q: 3 clusters Score -3741331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3741343.250000 Penalty: 5124.034180
	Iteration 57Q: 3 clusters Score -3741343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3741339.000000 Penalty: 5124.034180
	Iteration 58Q: 3 clusters Score -3741339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3741333.750000 Penalty: 5124.034180
	Iteration 59Q: 3 clusters Score -3741334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3741341.750000 Penalty: 5124.034180
	Iteration 60F: 3 clusters Score -3741342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3741348.500000 Penalty: 5124.034180
	Iteration 61Q: 3 clusters Score -3741348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3741355.750000 Penalty: 5124.034180
	Iteration 62Q: 3 clusters Score -3741356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3741353.500000 Penalty: 5124.034180
	Iteration 63Q: 3 clusters Score -3741354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3741355.750000 Penalty: 5124.034180
	Iteration 64Q: 3 clusters Score -3741356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3741356.500000 Penalty: 5124.034180
	Iteration 65Q: 3 clusters Score -3741356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3741364.500000 Penalty: 5124.034180
	Iteration 66Q: 3 clusters Score -3741364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3741368.250000 Penalty: 5124.034180
	Iteration 67Q: 3 clusters Score -3741368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3741377.750000 Penalty: 5124.034180
	Iteration 68Q: 3 clusters Score -3741378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3741377.500000 Penalty: 5124.034180
	Iteration 69Q: 3 clusters Score -3741378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3741373.000000 Penalty: 5124.034180
	Iteration 70Q: 3 clusters Score -3741373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3741374.500000 Penalty: 5124.034180
	Iteration 71Q: 3 clusters Score -3741374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3741380.250000 Penalty: 5124.034180
	Iteration 72Q: 3 clusters Score -3741380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3741376.500000 Penalty: 5124.034180
	Iteration 73Q: 3 clusters Score -3741376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3741381.000000 Penalty: 5124.034180
	Iteration 74Q: 3 clusters Score -3741381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3741385.250000 Penalty: 5124.034180
	Iteration 75Q: 3 clusters Score -3741385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3741388.750000 Penalty: 5124.034180
	Iteration 76Q: 3 clusters Score -3741389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3741395.250000 Penalty: 5124.034180
	Iteration 77Q: 3 clusters Score -3741395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3741399.250000 Penalty: 5124.034180
	Iteration 78Q: 3 clusters Score -3741399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3741404.250000 Penalty: 5124.034180
	Iteration 79Q: 3 clusters Score -3741404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3741413.500000 Penalty: 5124.034180
	Iteration 80F: 3 clusters Score -3741414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3741413.500000 Penalty: 5124.034180
	Iteration 81Q: 3 clusters Score -3741414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3741406.250000 Penalty: 5124.034180
	Iteration 82Q: 3 clusters Score -3741406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3741408.500000 Penalty: 5124.034180
	Iteration 83Q: 3 clusters Score -3741408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3741427.250000 Penalty: 5124.034180
	Iteration 84Q: 3 clusters Score -3741427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3741434.000000 Penalty: 5124.034180
	Iteration 85Q: 3 clusters Score -3741434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3741425.750000 Penalty: 5124.034180
	Iteration 86Q: 3 clusters Score -3741426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3741434.000000 Penalty: 5124.034180
	Iteration 87Q: 3 clusters Score -3741434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3741437.500000 Penalty: 5124.034180
	Iteration 88Q: 3 clusters Score -3741438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3741437.750000 Penalty: 5124.034180
	Iteration 89Q: 3 clusters Score -3741438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3741434.750000 Penalty: 5124.034180
	Iteration 90Q: 3 clusters Score -3741435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3741434.250000 Penalty: 5124.034180
	Iteration 91Q: 3 clusters Score -3741434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3741430.750000 Penalty: 5124.034180
	Iteration 92Q: 3 clusters Score -3741431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3741438.250000 Penalty: 5124.034180
	Iteration 93Q: 3 clusters Score -3741438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3741439.500000 Penalty: 5124.034180
	Iteration 94Q: 3 clusters Score -3741440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3741440.000000 Penalty: 5124.034180
	Iteration 95Q: 3 clusters Score -3741440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3741440.000000 Penalty: 5124.034180
	Iteration 96F: 3 clusters Score -3741440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Entering Unmasked Estep 
Score: -390103.281250 Penalty: 2021.959351
	Iteration 0F: 2 clusters Score -390103.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -386592.281250 Penalty: 4043.918701
	Iteration 0F: 3 clusters Score -386592.3 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -387403.250000 Penalty: 4043.918701
	Iteration 1F: 3 clusters Score -387403.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -387624.843750 Penalty: 4043.918701
	Iteration 2F: 3 clusters Score -387624.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -387776.593750 Penalty: 4043.918701
	Iteration 3F: 3 clusters Score -387776.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -387895.843750 Penalty: 4043.918701
	Iteration 4Q: 3 clusters Score -387895.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -387997.593750 Penalty: 4043.918701
	Iteration 5Q: 3 clusters Score -387997.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -388085.875000 Penalty: 4043.918701
	Iteration 6Q: 3 clusters Score -388085.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -388151.156250 Penalty: 4043.918701
	Iteration 7Q: 3 clusters Score -388151.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -388196.718750 Penalty: 4043.918701
	Iteration 8Q: 3 clusters Score -388196.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -388244.031250 Penalty: 4043.918701
	Iteration 9Q: 3 clusters Score -388244 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -388278.937500 Penalty: 4043.918701
	Iteration 10Q: 3 clusters Score -388278.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -388305.531250 Penalty: 4043.918701
	Iteration 11Q: 3 clusters Score -388305.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -388328.187500 Penalty: 4043.918701
	Iteration 12Q: 3 clusters Score -388328.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -388346.000000 Penalty: 4043.918701
	Iteration 13Q: 3 clusters Score -388346 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -388367.875000 Penalty: 4043.918701
	Iteration 14Q: 3 clusters Score -388367.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -388387.718750 Penalty: 4043.918701
	Iteration 15Q: 3 clusters Score -388387.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -388401.875000 Penalty: 4043.918701
	Iteration 16Q: 3 clusters Score -388401.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -388414.500000 Penalty: 4043.918701
	Iteration 17Q: 3 clusters Score -388414.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -388426.750000 Penalty: 4043.918701
	Iteration 18Q: 3 clusters Score -388426.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -388440.250000 Penalty: 4043.918701
	Iteration 19Q: 3 clusters Score -388440.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -388454.125000 Penalty: 4043.918701
	Iteration 20F: 3 clusters Score -388454.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -388469.750000 Penalty: 4043.918701
	Iteration 21Q: 3 clusters Score -388469.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -388487.812500 Penalty: 4043.918701
	Iteration 22Q: 3 clusters Score -388487.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -388509.593750 Penalty: 4043.918701
	Iteration 23Q: 3 clusters Score -388509.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -388539.531250 Penalty: 4043.918701
	Iteration 24Q: 3 clusters Score -388539.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -388569.406250 Penalty: 4043.918701
	Iteration 25Q: 3 clusters Score -388569.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -388613.906250 Penalty: 4043.918701
	Iteration 26Q: 3 clusters Score -388613.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -388672.843750 Penalty: 4043.918701
	Iteration 27Q: 3 clusters Score -388672.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -388724.468750 Penalty: 4043.918701
	Iteration 28Q: 3 clusters Score -388724.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -388765.031250 Penalty: 4043.918701
	Iteration 29Q: 3 clusters Score -388765 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -388800.000000 Penalty: 4043.918701
	Iteration 30Q: 3 clusters Score -388800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -388820.937500 Penalty: 4043.918701
	Iteration 31Q: 3 clusters Score -388820.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -388839.156250 Penalty: 4043.918701
	Iteration 32Q: 3 clusters Score -388839.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -388851.906250 Penalty: 4043.918701
	Iteration 33Q: 3 clusters Score -388851.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -388863.500000 Penalty: 4043.918701
	Iteration 34Q: 3 clusters Score -388863.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -388874.875000 Penalty: 4043.918701
	Iteration 35Q: 3 clusters Score -388874.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -388895.375000 Penalty: 4043.918701
	Iteration 36Q: 3 clusters Score -388895.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -388906.937500 Penalty: 4043.918701
	Iteration 37Q: 3 clusters Score -388906.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -388912.093750 Penalty: 4043.918701
	Iteration 38Q: 3 clusters Score -388912.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -388919.656250 Penalty: 4043.918701
	Iteration 39Q: 3 clusters Score -388919.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -388928.250000 Penalty: 4043.918701
	Iteration 40F: 3 clusters Score -388928.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -388939.593750 Penalty: 4043.918701
	Iteration 41Q: 3 clusters Score -388939.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -388943.093750 Penalty: 4043.918701
	Iteration 42Q: 3 clusters Score -388943.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -388946.031250 Penalty: 4043.918701
	Iteration 43Q: 3 clusters Score -388946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -388946.375000 Penalty: 4043.918701
	Iteration 44Q: 3 clusters Score -388946.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -388947.562500 Penalty: 4043.918701
	Iteration 45Q: 3 clusters Score -388947.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -388949.250000 Penalty: 4043.918701
	Iteration 46Q: 3 clusters Score -388949.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -388950.375000 Penalty: 4043.918701
	Iteration 47Q: 3 clusters Score -388950.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -388951.000000 Penalty: 4043.918701
	Iteration 48Q: 3 clusters Score -388951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -388952.031250 Penalty: 4043.918701
	Iteration 49Q: 3 clusters Score -388952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -388954.062500 Penalty: 4043.918701
	Iteration 50Q: 3 clusters Score -388954.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -388954.062500 Penalty: 4043.918701
	Iteration 51F: 3 clusters Score -388954.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (122960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122960 members 
Entering Unmasked Estep 
Score: -15054179.000000 Penalty: 2906.464355
	Iteration 0F: 2 clusters Score -1.505418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61725 members 
Mstep: Class 2 contains 61235 members 
Entering Unmasked Estep 
Score: -14971685.000000 Penalty: 5812.928711
	Iteration 0F: 3 clusters Score -1.497168e+07 nChanged 58808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 58581 members 
Entering Unmasked Estep 
Score: -15006300.000000 Penalty: 5812.928711
	Iteration 1F: 3 clusters Score -1.50063e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -15007576.000000 Penalty: 5812.928711
	Iteration 2Q: 3 clusters Score -1.500758e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68970 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -15009184.000000 Penalty: 5812.928711
	Iteration 3Q: 3 clusters Score -1.500918e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72975 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -15011601.000000 Penalty: 5812.928711
	Iteration 4Q: 3 clusters Score -1.50116e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78694 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -15015268.000000 Penalty: 5812.928711
	Iteration 5F: 3 clusters Score -1.501527e+07 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86401 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -15021212.000000 Penalty: 5812.928711
	Iteration 6F: 3 clusters Score -1.502121e+07 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95752 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -15029567.000000 Penalty: 5812.928711
	Iteration 7F: 3 clusters Score -1.502957e+07 nChanged 9873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105115 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -15038532.000000 Penalty: 5812.928711
	Iteration 8F: 3 clusters Score -1.503853e+07 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112236 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -15045275.000000 Penalty: 5812.928711
	Iteration 9F: 3 clusters Score -1.504528e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116543 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -15049109.000000 Penalty: 5812.928711
	Iteration 10Q: 3 clusters Score -1.504911e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118735 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -15050941.000000 Penalty: 5812.928711
	Iteration 11Q: 3 clusters Score -1.505094e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119752 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -15051890.000000 Penalty: 5812.928711
	Iteration 12Q: 3 clusters Score -1.505189e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120171 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -15052374.000000 Penalty: 5812.928711
	Iteration 13Q: 3 clusters Score -1.505237e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120328 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -15052671.000000 Penalty: 5812.928711
	Iteration 14Q: 3 clusters Score -1.505267e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120378 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -15052906.000000 Penalty: 5812.928711
	Iteration 15Q: 3 clusters Score -1.505291e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120402 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -15053045.000000 Penalty: 5812.928711
	Iteration 16Q: 3 clusters Score -1.505304e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120399 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -15053140.000000 Penalty: 5812.928711
	Iteration 17Q: 3 clusters Score -1.505314e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120401 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -15053179.000000 Penalty: 5812.928711
	Iteration 18Q: 3 clusters Score -1.505318e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120387 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -15053247.000000 Penalty: 5812.928711
	Iteration 19Q: 3 clusters Score -1.505325e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120375 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -15053304.000000 Penalty: 5812.928711
	Iteration 20F: 3 clusters Score -1.50533e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120380 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -15053343.000000 Penalty: 5812.928711
	Iteration 21Q: 3 clusters Score -1.505334e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120366 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -15053409.000000 Penalty: 5812.928711
	Iteration 22Q: 3 clusters Score -1.505341e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120367 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -15053413.000000 Penalty: 5812.928711
	Iteration 23Q: 3 clusters Score -1.505341e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120368 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -15053430.000000 Penalty: 5812.928711
	Iteration 24Q: 3 clusters Score -1.505343e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120357 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -15053436.000000 Penalty: 5812.928711
	Iteration 25Q: 3 clusters Score -1.505344e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120351 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -15053439.000000 Penalty: 5812.928711
	Iteration 26Q: 3 clusters Score -1.505344e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120342 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -15053453.000000 Penalty: 5812.928711
	Iteration 27Q: 3 clusters Score -1.505345e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120340 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -15053455.000000 Penalty: 5812.928711
	Iteration 28Q: 3 clusters Score -1.505346e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120340 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -15053465.000000 Penalty: 5812.928711
	Iteration 29Q: 3 clusters Score -1.505346e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120338 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -15053452.000000 Penalty: 5812.928711
	Iteration 30Q: 3 clusters Score -1.505345e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120336 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -15053467.000000 Penalty: 5812.928711
	Iteration 31Q: 3 clusters Score -1.505347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120332 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -15053472.000000 Penalty: 5812.928711
	Iteration 32Q: 3 clusters Score -1.505347e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120332 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -15053461.000000 Penalty: 5812.928711
	Iteration 33Q: 3 clusters Score -1.505346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120331 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -15053467.000000 Penalty: 5812.928711
	Iteration 34Q: 3 clusters Score -1.505347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120331 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -15053484.000000 Penalty: 5812.928711
	Iteration 35Q: 3 clusters Score -1.505348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120331 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -15053479.000000 Penalty: 5812.928711
	Iteration 36Q: 3 clusters Score -1.505348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120328 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -15053471.000000 Penalty: 5812.928711
	Iteration 37Q: 3 clusters Score -1.505347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120324 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -15053469.000000 Penalty: 5812.928711
	Iteration 38Q: 3 clusters Score -1.505347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120321 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -15053472.000000 Penalty: 5812.928711
	Iteration 39Q: 3 clusters Score -1.505347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120323 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -15053472.000000 Penalty: 5812.928711
	Iteration 40F: 3 clusters Score -1.505347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120321 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -15053473.000000 Penalty: 5812.928711
	Iteration 41Q: 3 clusters Score -1.505347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120319 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -15053468.000000 Penalty: 5812.928711
	Iteration 42Q: 3 clusters Score -1.505347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120318 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -15053467.000000 Penalty: 5812.928711
	Iteration 43Q: 3 clusters Score -1.505347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120317 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -15053473.000000 Penalty: 5812.928711
	Iteration 44Q: 3 clusters Score -1.505347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120316 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -15053472.000000 Penalty: 5812.928711
	Iteration 45Q: 3 clusters Score -1.505347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120315 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -15053467.000000 Penalty: 5812.928711
	Iteration 46Q: 3 clusters Score -1.505347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120315 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -15053467.000000 Penalty: 5812.928711
	Iteration 47F: 3 clusters Score -1.505347e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -25667.339844 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -25667.34 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: -24520.695312 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -24520.7 nChanged 17
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: -24576.814453 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -24576.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24603.261719 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -24603.26 nChanged 2
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: -24609.996094 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -24610 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: -24609.996094 Penalty: 2760.002197
	Iteration 4F: 3 clusters Score -24610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -86917.570312 Penalty: 1646.040039
	Iteration 0F: 2 clusters Score -86917.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -85198.679688 Penalty: 3292.080078
	Iteration 0F: 3 clusters Score -85198.68 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85496.304688 Penalty: 3292.080078
	Iteration 1F: 3 clusters Score -85496.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -85596.554688 Penalty: 3292.080078
	Iteration 2F: 3 clusters Score -85596.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85637.328125 Penalty: 3292.080078
	Iteration 3Q: 3 clusters Score -85637.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85661.687500 Penalty: 3292.080078
	Iteration 4Q: 3 clusters Score -85661.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -85676.085938 Penalty: 3292.080078
	Iteration 5Q: 3 clusters Score -85676.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85686.125000 Penalty: 3292.080078
	Iteration 6Q: 3 clusters Score -85686.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85693.500000 Penalty: 3292.080078
	Iteration 7Q: 3 clusters Score -85693.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85693.500000 Penalty: 3292.080078
	Iteration 8F: 3 clusters Score -85693.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -99497.351562 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -99497.35 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 478 members 
Entering Unmasked Estep 
Score: -97654.992188 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -97654.99 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -97913.617188 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -97913.62 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -98034.320312 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -98034.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -98101.203125 Penalty: 3369.559082
	Iteration 3Q: 3 clusters Score -98101.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -98184.695312 Penalty: 3369.559082
	Iteration 4Q: 3 clusters Score -98184.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -98259.531250 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -98259.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -98314.265625 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -98314.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -98339.007812 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -98339.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -98347.218750 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -98347.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -98357.351562 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -98357.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -98370.164062 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -98370.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -98377.351562 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -98377.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -98382.789062 Penalty: 3369.559082
	Iteration 12Q: 3 clusters Score -98382.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -98390.890625 Penalty: 3369.559082
	Iteration 13Q: 3 clusters Score -98390.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -98401.437500 Penalty: 3369.559082
	Iteration 14Q: 3 clusters Score -98401.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -98419.539062 Penalty: 3369.559082
	Iteration 15Q: 3 clusters Score -98419.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -98445.640625 Penalty: 3369.559082
	Iteration 16Q: 3 clusters Score -98445.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -98467.257812 Penalty: 3369.559082
	Iteration 17Q: 3 clusters Score -98467.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -98471.515625 Penalty: 3369.559082
	Iteration 18Q: 3 clusters Score -98471.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -98476.304688 Penalty: 3369.559082
	Iteration 19Q: 3 clusters Score -98476.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -98485.656250 Penalty: 3369.559082
	Iteration 20F: 3 clusters Score -98485.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -98488.023438 Penalty: 3369.559082
	Iteration 21Q: 3 clusters Score -98488.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -98488.023438 Penalty: 3369.559082
	Iteration 22F: 3 clusters Score -98488.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 10893 members 
Mstep: Class 4 contains 20052 members 
Mstep: Class 5 contains 9595 members 
Mstep: Class 6 contains 20441 members 
Mstep: Class 7 contains 9918 members 
Mstep: Class 8 contains 5875 members 
Mstep: Class 9 contains 44268 members 
Mstep: Class 10 contains 164366 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 64842 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158722 members 
Mstep: Class 15 contains 57405 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 9071 members 
Mstep: Class 19 contains 41878 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 160947 members 
Mstep: Class 22 contains 98526 members 
Mstep: Class 23 contains 30660 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 122960 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158466784.000000 Penalty: 101426.492188
Iteration 199Q: 30 clusters Score -1.584668e+08 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10910 members 
Mstep: Class 4 contains 20051 members 
Mstep: Class 5 contains 9604 members 
Mstep: Class 6 contains 20467 members 
Mstep: Class 7 contains 10084 members 
Mstep: Class 8 contains 5876 members 
Mstep: Class 9 contains 44884 members 
Mstep: Class 10 contains 164538 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 64861 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158834 members 
Mstep: Class 15 contains 57519 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 9072 members 
Mstep: Class 19 contains 42131 members 
Mstep: Class 20 contains 37744 members 
Mstep: Class 21 contains 161066 members 
Mstep: Class 22 contains 98543 members 
Mstep: Class 23 contains 30899 members 
Mstep: Class 24 contains 3491 members 
Mstep: Class 25 contains 123002 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467456.000000 Penalty: 101426.492188
Iteration 200F: 30 clusters Score -1.584675e+08 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 643 members 
Mstep: Class 3 contains 10915 members 
Mstep: Class 4 contains 20058 members 
Mstep: Class 5 contains 9598 members 
Mstep: Class 6 contains 20467 members 
Mstep: Class 7 contains 10209 members 
Mstep: Class 8 contains 5874 members 
Mstep: Class 9 contains 45006 members 
Mstep: Class 10 contains 164387 members 
Mstep: Class 11 contains 8802 members 
Mstep: Class 12 contains 64831 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158785 members 
Mstep: Class 15 contains 57353 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 2794 members 
Mstep: Class 18 contains 9064 members 
Mstep: Class 19 contains 42180 members 
Mstep: Class 20 contains 37734 members 
Mstep: Class 21 contains 160952 members 
Mstep: Class 22 contains 98529 members 
Mstep: Class 23 contains 30845 members 
Mstep: Class 24 contains 3488 members 
Mstep: Class 25 contains 122988 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 226053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467328.000000 Penalty: 101426.492188
Iteration 201Q: 30 clusters Score -1.584673e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 643 members 
Mstep: Class 3 contains 10917 members 
Mstep: Class 4 contains 20067 members 
Mstep: Class 5 contains 9594 members 
Mstep: Class 6 contains 20454 members 
Mstep: Class 7 contains 10325 members 
Mstep: Class 8 contains 5879 members 
Mstep: Class 9 contains 45064 members 
Mstep: Class 10 contains 164316 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 64812 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158749 members 
Mstep: Class 15 contains 57275 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2794 members 
Mstep: Class 18 contains 9062 members 
Mstep: Class 19 contains 42229 members 
Mstep: Class 20 contains 37735 members 
Mstep: Class 21 contains 160903 members 
Mstep: Class 22 contains 98522 members 
Mstep: Class 23 contains 30877 members 
Mstep: Class 24 contains 3492 members 
Mstep: Class 25 contains 122981 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 226081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467328.000000 Penalty: 101426.492188
Iteration 202Q: 30 clusters Score -1.584673e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 643 members 
Mstep: Class 3 contains 10920 members 
Mstep: Class 4 contains 20075 members 
Mstep: Class 5 contains 9587 members 
Mstep: Class 6 contains 20448 members 
Mstep: Class 7 contains 10439 members 
Mstep: Class 8 contains 5876 members 
Mstep: Class 9 contains 45093 members 
Mstep: Class 10 contains 164263 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 64800 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158716 members 
Mstep: Class 15 contains 57239 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 9062 members 
Mstep: Class 19 contains 42265 members 
Mstep: Class 20 contains 37735 members 
Mstep: Class 21 contains 160879 members 
Mstep: Class 22 contains 98520 members 
Mstep: Class 23 contains 30898 members 
Mstep: Class 24 contains 3498 members 
Mstep: Class 25 contains 122972 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 226061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467584.000000 Penalty: 101426.492188
Iteration 203Q: 30 clusters Score -1.584676e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 643 members 
Mstep: Class 3 contains 10921 members 
Mstep: Class 4 contains 20081 members 
Mstep: Class 5 contains 9584 members 
Mstep: Class 6 contains 20445 members 
Mstep: Class 7 contains 10550 members 
Mstep: Class 8 contains 5877 members 
Mstep: Class 9 contains 45117 members 
Mstep: Class 10 contains 164229 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 64786 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158696 members 
Mstep: Class 15 contains 57209 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 9060 members 
Mstep: Class 19 contains 42286 members 
Mstep: Class 20 contains 37734 members 
Mstep: Class 21 contains 160846 members 
Mstep: Class 22 contains 98519 members 
Mstep: Class 23 contains 30916 members 
Mstep: Class 24 contains 3503 members 
Mstep: Class 25 contains 122965 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 226025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467744.000000 Penalty: 101426.492188
Iteration 204Q: 30 clusters Score -1.584677e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 643 members 
Mstep: Class 3 contains 10924 members 
Mstep: Class 4 contains 20091 members 
Mstep: Class 5 contains 9584 members 
Mstep: Class 6 contains 20440 members 
Mstep: Class 7 contains 10654 members 
Mstep: Class 8 contains 5877 members 
Mstep: Class 9 contains 45144 members 
Mstep: Class 10 contains 164202 members 
Mstep: Class 11 contains 8799 members 
Mstep: Class 12 contains 64773 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158676 members 
Mstep: Class 15 contains 57181 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2792 members 
Mstep: Class 18 contains 9061 members 
Mstep: Class 19 contains 42295 members 
Mstep: Class 20 contains 37731 members 
Mstep: Class 21 contains 160832 members 
Mstep: Class 22 contains 98511 members 
Mstep: Class 23 contains 30921 members 
Mstep: Class 24 contains 3504 members 
Mstep: Class 25 contains 122958 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 226002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467792.000000 Penalty: 101426.492188
Iteration 205Q: 30 clusters Score -1.584678e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 643 members 
Mstep: Class 3 contains 10926 members 
Mstep: Class 4 contains 20097 members 
Mstep: Class 5 contains 9583 members 
Mstep: Class 6 contains 20435 members 
Mstep: Class 7 contains 10729 members 
Mstep: Class 8 contains 5876 members 
Mstep: Class 9 contains 45175 members 
Mstep: Class 10 contains 164201 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 64763 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158650 members 
Mstep: Class 15 contains 57166 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2791 members 
Mstep: Class 18 contains 9059 members 
Mstep: Class 19 contains 42309 members 
Mstep: Class 20 contains 37731 members 
Mstep: Class 21 contains 160816 members 
Mstep: Class 22 contains 98503 members 
Mstep: Class 23 contains 30926 members 
Mstep: Class 24 contains 3503 members 
Mstep: Class 25 contains 122950 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467792.000000 Penalty: 101426.492188
Iteration 206Q: 30 clusters Score -1.584678e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 643 members 
Mstep: Class 3 contains 10931 members 
Mstep: Class 4 contains 20092 members 
Mstep: Class 5 contains 9584 members 
Mstep: Class 6 contains 20430 members 
Mstep: Class 7 contains 10789 members 
Mstep: Class 8 contains 5878 members 
Mstep: Class 9 contains 45194 members 
Mstep: Class 10 contains 164200 members 
Mstep: Class 11 contains 8799 members 
Mstep: Class 12 contains 64758 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158638 members 
Mstep: Class 15 contains 57152 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2789 members 
Mstep: Class 18 contains 9060 members 
Mstep: Class 19 contains 42323 members 
Mstep: Class 20 contains 37733 members 
Mstep: Class 21 contains 160811 members 
Mstep: Class 22 contains 98501 members 
Mstep: Class 23 contains 30929 members 
Mstep: Class 24 contains 3504 members 
Mstep: Class 25 contains 122944 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467856.000000 Penalty: 101426.492188
Iteration 207Q: 30 clusters Score -1.584679e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10934 members 
Mstep: Class 4 contains 20098 members 
Mstep: Class 5 contains 9583 members 
Mstep: Class 6 contains 20428 members 
Mstep: Class 7 contains 10840 members 
Mstep: Class 8 contains 5875 members 
Mstep: Class 9 contains 45207 members 
Mstep: Class 10 contains 164188 members 
Mstep: Class 11 contains 8798 members 
Mstep: Class 12 contains 64760 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158627 members 
Mstep: Class 15 contains 57145 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2786 members 
Mstep: Class 18 contains 9064 members 
Mstep: Class 19 contains 42333 members 
Mstep: Class 20 contains 37730 members 
Mstep: Class 21 contains 160804 members 
Mstep: Class 22 contains 98498 members 
Mstep: Class 23 contains 30930 members 
Mstep: Class 24 contains 3507 members 
Mstep: Class 25 contains 122942 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467920.000000 Penalty: 101426.492188
Iteration 208Q: 30 clusters Score -1.584679e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10935 members 
Mstep: Class 4 contains 20093 members 
Mstep: Class 5 contains 9584 members 
Mstep: Class 6 contains 20428 members 
Mstep: Class 7 contains 10886 members 
Mstep: Class 8 contains 5875 members 
Mstep: Class 9 contains 45220 members 
Mstep: Class 10 contains 164191 members 
Mstep: Class 11 contains 8797 members 
Mstep: Class 12 contains 64759 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158611 members 
Mstep: Class 15 contains 57146 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2786 members 
Mstep: Class 18 contains 9066 members 
Mstep: Class 19 contains 42339 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160802 members 
Mstep: Class 22 contains 98500 members 
Mstep: Class 23 contains 30937 members 
Mstep: Class 24 contains 3505 members 
Mstep: Class 25 contains 122938 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467936.000000 Penalty: 101426.492188
Iteration 209Q: 30 clusters Score -1.584679e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10934 members 
Mstep: Class 4 contains 20094 members 
Mstep: Class 5 contains 9582 members 
Mstep: Class 6 contains 20426 members 
Mstep: Class 7 contains 10939 members 
Mstep: Class 8 contains 5875 members 
Mstep: Class 9 contains 45230 members 
Mstep: Class 10 contains 164199 members 
Mstep: Class 11 contains 8797 members 
Mstep: Class 12 contains 64757 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158602 members 
Mstep: Class 15 contains 57144 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2786 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 42345 members 
Mstep: Class 20 contains 37725 members 
Mstep: Class 21 contains 160802 members 
Mstep: Class 22 contains 98503 members 
Mstep: Class 23 contains 30940 members 
Mstep: Class 24 contains 3505 members 
Mstep: Class 25 contains 122938 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467824.000000 Penalty: 101426.492188
Iteration 210Q: 30 clusters Score -1.584678e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10934 members 
Mstep: Class 4 contains 20091 members 
Mstep: Class 5 contains 9582 members 
Mstep: Class 6 contains 20427 members 
Mstep: Class 7 contains 10981 members 
Mstep: Class 8 contains 5876 members 
Mstep: Class 9 contains 45243 members 
Mstep: Class 10 contains 164203 members 
Mstep: Class 11 contains 8797 members 
Mstep: Class 12 contains 64752 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158599 members 
Mstep: Class 15 contains 57147 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 9064 members 
Mstep: Class 19 contains 42348 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160800 members 
Mstep: Class 22 contains 98501 members 
Mstep: Class 23 contains 30943 members 
Mstep: Class 24 contains 3506 members 
Mstep: Class 25 contains 122940 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467776.000000 Penalty: 101426.492188
Iteration 211Q: 30 clusters Score -1.584678e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10937 members 
Mstep: Class 4 contains 20089 members 
Mstep: Class 5 contains 9582 members 
Mstep: Class 6 contains 20427 members 
Mstep: Class 7 contains 11026 members 
Mstep: Class 8 contains 5877 members 
Mstep: Class 9 contains 45253 members 
Mstep: Class 10 contains 164203 members 
Mstep: Class 11 contains 8797 members 
Mstep: Class 12 contains 64750 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158592 members 
Mstep: Class 15 contains 57143 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 9060 members 
Mstep: Class 19 contains 42355 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160797 members 
Mstep: Class 22 contains 98503 members 
Mstep: Class 23 contains 30945 members 
Mstep: Class 24 contains 3507 members 
Mstep: Class 25 contains 122938 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467744.000000 Penalty: 101426.492188
Iteration 212Q: 30 clusters Score -1.584677e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10940 members 
Mstep: Class 4 contains 20090 members 
Mstep: Class 5 contains 9583 members 
Mstep: Class 6 contains 20426 members 
Mstep: Class 7 contains 11069 members 
Mstep: Class 8 contains 5877 members 
Mstep: Class 9 contains 45260 members 
Mstep: Class 10 contains 164203 members 
Mstep: Class 11 contains 8797 members 
Mstep: Class 12 contains 64746 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158586 members 
Mstep: Class 15 contains 57137 members 
Mstep: Class 16 contains 6493 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 9062 members 
Mstep: Class 19 contains 42363 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160794 members 
Mstep: Class 22 contains 98500 members 
Mstep: Class 23 contains 30945 members 
Mstep: Class 24 contains 3509 members 
Mstep: Class 25 contains 122937 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467680.000000 Penalty: 101426.492188
Iteration 213Q: 30 clusters Score -1.584677e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10943 members 
Mstep: Class 4 contains 20091 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 11108 members 
Mstep: Class 8 contains 5874 members 
Mstep: Class 9 contains 45264 members 
Mstep: Class 10 contains 164211 members 
Mstep: Class 11 contains 8796 members 
Mstep: Class 12 contains 64745 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158582 members 
Mstep: Class 15 contains 57133 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 9062 members 
Mstep: Class 19 contains 42365 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160793 members 
Mstep: Class 22 contains 98498 members 
Mstep: Class 23 contains 30949 members 
Mstep: Class 24 contains 3508 members 
Mstep: Class 25 contains 122938 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467728.000000 Penalty: 101426.492188
Iteration 214Q: 30 clusters Score -1.584677e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10942 members 
Mstep: Class 4 contains 20092 members 
Mstep: Class 5 contains 9581 members 
Mstep: Class 6 contains 20428 members 
Mstep: Class 7 contains 11137 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 45275 members 
Mstep: Class 10 contains 164215 members 
Mstep: Class 11 contains 8793 members 
Mstep: Class 12 contains 64743 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158574 members 
Mstep: Class 15 contains 57133 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 9062 members 
Mstep: Class 19 contains 42364 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160798 members 
Mstep: Class 22 contains 98497 members 
Mstep: Class 23 contains 30953 members 
Mstep: Class 24 contains 3508 members 
Mstep: Class 25 contains 122934 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467744.000000 Penalty: 101426.492188
Iteration 215Q: 30 clusters Score -1.584677e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10943 members 
Mstep: Class 4 contains 20091 members 
Mstep: Class 5 contains 9581 members 
Mstep: Class 6 contains 20430 members 
Mstep: Class 7 contains 11164 members 
Mstep: Class 8 contains 5867 members 
Mstep: Class 9 contains 45288 members 
Mstep: Class 10 contains 164227 members 
Mstep: Class 11 contains 8793 members 
Mstep: Class 12 contains 64744 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158560 members 
Mstep: Class 15 contains 57127 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 9062 members 
Mstep: Class 19 contains 42363 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160796 members 
Mstep: Class 22 contains 98497 members 
Mstep: Class 23 contains 30951 members 
Mstep: Class 24 contains 3508 members 
Mstep: Class 25 contains 122927 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467696.000000 Penalty: 101426.492188
Iteration 216Q: 30 clusters Score -1.584677e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10943 members 
Mstep: Class 4 contains 20089 members 
Mstep: Class 5 contains 9582 members 
Mstep: Class 6 contains 20432 members 
Mstep: Class 7 contains 11186 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 45296 members 
Mstep: Class 10 contains 164245 members 
Mstep: Class 11 contains 8792 members 
Mstep: Class 12 contains 64744 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158540 members 
Mstep: Class 15 contains 57121 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 9060 members 
Mstep: Class 19 contains 42368 members 
Mstep: Class 20 contains 37729 members 
Mstep: Class 21 contains 160798 members 
Mstep: Class 22 contains 98494 members 
Mstep: Class 23 contains 30951 members 
Mstep: Class 24 contains 3508 members 
Mstep: Class 25 contains 122926 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467616.000000 Penalty: 101426.492188
Iteration 217Q: 30 clusters Score -1.584676e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10943 members 
Mstep: Class 4 contains 20087 members 
Mstep: Class 5 contains 9581 members 
Mstep: Class 6 contains 20433 members 
Mstep: Class 7 contains 11215 members 
Mstep: Class 8 contains 5869 members 
Mstep: Class 9 contains 45305 members 
Mstep: Class 10 contains 164255 members 
Mstep: Class 11 contains 8792 members 
Mstep: Class 12 contains 64745 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158528 members 
Mstep: Class 15 contains 57116 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 9059 members 
Mstep: Class 19 contains 42373 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160794 members 
Mstep: Class 22 contains 98495 members 
Mstep: Class 23 contains 30953 members 
Mstep: Class 24 contains 3508 members 
Mstep: Class 25 contains 122927 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467776.000000 Penalty: 101426.492188
Iteration 218Q: 30 clusters Score -1.584678e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10942 members 
Mstep: Class 4 contains 20091 members 
Mstep: Class 5 contains 9581 members 
Mstep: Class 6 contains 20433 members 
Mstep: Class 7 contains 11239 members 
Mstep: Class 8 contains 5866 members 
Mstep: Class 9 contains 45310 members 
Mstep: Class 10 contains 164256 members 
Mstep: Class 11 contains 8792 members 
Mstep: Class 12 contains 64746 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158525 members 
Mstep: Class 15 contains 57109 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 9061 members 
Mstep: Class 19 contains 42380 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160796 members 
Mstep: Class 22 contains 98494 members 
Mstep: Class 23 contains 30956 members 
Mstep: Class 24 contains 3508 members 
Mstep: Class 25 contains 122926 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467808.000000 Penalty: 101426.492188
Iteration 219Q: 30 clusters Score -1.584678e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10941 members 
Mstep: Class 4 contains 20093 members 
Mstep: Class 5 contains 9581 members 
Mstep: Class 6 contains 20430 members 
Mstep: Class 7 contains 11250 members 
Mstep: Class 8 contains 5865 members 
Mstep: Class 9 contains 45309 members 
Mstep: Class 10 contains 164267 members 
Mstep: Class 11 contains 8792 members 
Mstep: Class 12 contains 64747 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158518 members 
Mstep: Class 15 contains 57105 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 9062 members 
Mstep: Class 19 contains 42382 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160798 members 
Mstep: Class 22 contains 98492 members 
Mstep: Class 23 contains 30960 members 
Mstep: Class 24 contains 3509 members 
Mstep: Class 25 contains 122925 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467792.000000 Penalty: 101426.492188
Iteration 220F: 30 clusters Score -1.584678e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10940 members 
Mstep: Class 4 contains 20092 members 
Mstep: Class 5 contains 9581 members 
Mstep: Class 6 contains 20430 members 
Mstep: Class 7 contains 11255 members 
Mstep: Class 8 contains 5864 members 
Mstep: Class 9 contains 45313 members 
Mstep: Class 10 contains 164285 members 
Mstep: Class 11 contains 8792 members 
Mstep: Class 12 contains 64747 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158500 members 
Mstep: Class 15 contains 57105 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 9061 members 
Mstep: Class 19 contains 42389 members 
Mstep: Class 20 contains 37729 members 
Mstep: Class 21 contains 160802 members 
Mstep: Class 22 contains 98491 members 
Mstep: Class 23 contains 30960 members 
Mstep: Class 24 contains 3509 members 
Mstep: Class 25 contains 122926 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467872.000000 Penalty: 101426.492188
Iteration 221Q: 30 clusters Score -1.584679e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10939 members 
Mstep: Class 4 contains 20092 members 
Mstep: Class 5 contains 9581 members 
Mstep: Class 6 contains 20430 members 
Mstep: Class 7 contains 11257 members 
Mstep: Class 8 contains 5862 members 
Mstep: Class 9 contains 45315 members 
Mstep: Class 10 contains 164301 members 
Mstep: Class 11 contains 8792 members 
Mstep: Class 12 contains 64743 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158486 members 
Mstep: Class 15 contains 57103 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 9061 members 
Mstep: Class 19 contains 42396 members 
Mstep: Class 20 contains 37729 members 
Mstep: Class 21 contains 160803 members 
Mstep: Class 22 contains 98489 members 
Mstep: Class 23 contains 30960 members 
Mstep: Class 24 contains 3510 members 
Mstep: Class 25 contains 122928 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467840.000000 Penalty: 101426.492188
Iteration 222Q: 30 clusters Score -1.584678e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10940 members 
Mstep: Class 4 contains 20092 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20431 members 
Mstep: Class 7 contains 11259 members 
Mstep: Class 8 contains 5864 members 
Mstep: Class 9 contains 45317 members 
Mstep: Class 10 contains 164302 members 
Mstep: Class 11 contains 8792 members 
Mstep: Class 12 contains 64737 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158485 members 
Mstep: Class 15 contains 57101 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 9061 members 
Mstep: Class 19 contains 42401 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160811 members 
Mstep: Class 22 contains 98484 members 
Mstep: Class 23 contains 30961 members 
Mstep: Class 24 contains 3511 members 
Mstep: Class 25 contains 122928 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467936.000000 Penalty: 101426.492188
Iteration 223Q: 30 clusters Score -1.584679e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10939 members 
Mstep: Class 4 contains 20092 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20431 members 
Mstep: Class 7 contains 11260 members 
Mstep: Class 8 contains 5863 members 
Mstep: Class 9 contains 45317 members 
Mstep: Class 10 contains 164298 members 
Mstep: Class 11 contains 8792 members 
Mstep: Class 12 contains 64739 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158485 members 
Mstep: Class 15 contains 57099 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 9061 members 
Mstep: Class 19 contains 42403 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160810 members 
Mstep: Class 22 contains 98484 members 
Mstep: Class 23 contains 30964 members 
Mstep: Class 24 contains 3512 members 
Mstep: Class 25 contains 122930 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467776.000000 Penalty: 101426.492188
Iteration 224Q: 30 clusters Score -1.584678e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10939 members 
Mstep: Class 4 contains 20091 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20432 members 
Mstep: Class 7 contains 11263 members 
Mstep: Class 8 contains 5862 members 
Mstep: Class 9 contains 45317 members 
Mstep: Class 10 contains 164303 members 
Mstep: Class 11 contains 8792 members 
Mstep: Class 12 contains 64738 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158485 members 
Mstep: Class 15 contains 57099 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2781 members 
Mstep: Class 18 contains 9060 members 
Mstep: Class 19 contains 42404 members 
Mstep: Class 20 contains 37728 members 
Mstep: Class 21 contains 160806 members 
Mstep: Class 22 contains 98485 members 
Mstep: Class 23 contains 30966 members 
Mstep: Class 24 contains 3512 members 
Mstep: Class 25 contains 122931 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467792.000000 Penalty: 101426.492188
Iteration 225Q: 30 clusters Score -1.584678e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10939 members 
Mstep: Class 4 contains 20089 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20431 members 
Mstep: Class 7 contains 11265 members 
Mstep: Class 8 contains 5865 members 
Mstep: Class 9 contains 45319 members 
Mstep: Class 10 contains 164305 members 
Mstep: Class 11 contains 8792 members 
Mstep: Class 12 contains 64738 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158485 members 
Mstep: Class 15 contains 57100 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2780 members 
Mstep: Class 18 contains 9059 members 
Mstep: Class 19 contains 42402 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160805 members 
Mstep: Class 22 contains 98485 members 
Mstep: Class 23 contains 30968 members 
Mstep: Class 24 contains 3512 members 
Mstep: Class 25 contains 122928 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467808.000000 Penalty: 101426.492188
Iteration 226Q: 30 clusters Score -1.584678e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10940 members 
Mstep: Class 4 contains 20089 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20433 members 
Mstep: Class 7 contains 11267 members 
Mstep: Class 8 contains 5853 members 
Mstep: Class 9 contains 45321 members 
Mstep: Class 10 contains 164316 members 
Mstep: Class 11 contains 8792 members 
Mstep: Class 12 contains 64739 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158479 members 
Mstep: Class 15 contains 57099 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2781 members 
Mstep: Class 18 contains 9059 members 
Mstep: Class 19 contains 42401 members 
Mstep: Class 20 contains 37725 members 
Mstep: Class 21 contains 160802 members 
Mstep: Class 22 contains 98485 members 
Mstep: Class 23 contains 30970 members 
Mstep: Class 24 contains 3512 members 
Mstep: Class 25 contains 122932 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467936.000000 Penalty: 101426.492188
Iteration 227Q: 30 clusters Score -1.584679e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10940 members 
Mstep: Class 4 contains 20089 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20433 members 
Mstep: Class 7 contains 11268 members 
Mstep: Class 8 contains 5846 members 
Mstep: Class 9 contains 45322 members 
Mstep: Class 10 contains 164329 members 
Mstep: Class 11 contains 8792 members 
Mstep: Class 12 contains 64738 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158470 members 
Mstep: Class 15 contains 57101 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2780 members 
Mstep: Class 18 contains 9060 members 
Mstep: Class 19 contains 42400 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 160799 members 
Mstep: Class 22 contains 98484 members 
Mstep: Class 23 contains 30971 members 
Mstep: Class 24 contains 3512 members 
Mstep: Class 25 contains 122936 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467808.000000 Penalty: 101426.492188
Iteration 228Q: 30 clusters Score -1.584678e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10941 members 
Mstep: Class 4 contains 20088 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20434 members 
Mstep: Class 7 contains 11268 members 
Mstep: Class 8 contains 5844 members 
Mstep: Class 9 contains 45325 members 
Mstep: Class 10 contains 164333 members 
Mstep: Class 11 contains 8793 members 
Mstep: Class 12 contains 64739 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158463 members 
Mstep: Class 15 contains 57100 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2778 members 
Mstep: Class 18 contains 9062 members 
Mstep: Class 19 contains 42404 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 160798 members 
Mstep: Class 22 contains 98485 members 
Mstep: Class 23 contains 30970 members 
Mstep: Class 24 contains 3512 members 
Mstep: Class 25 contains 122933 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467952.000000 Penalty: 101426.492188
Iteration 229Q: 30 clusters Score -1.58468e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10942 members 
Mstep: Class 4 contains 20088 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20435 members 
Mstep: Class 7 contains 11270 members 
Mstep: Class 8 contains 5841 members 
Mstep: Class 9 contains 45330 members 
Mstep: Class 10 contains 164340 members 
Mstep: Class 11 contains 8792 members 
Mstep: Class 12 contains 64740 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158460 members 
Mstep: Class 15 contains 57099 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2778 members 
Mstep: Class 18 contains 9063 members 
Mstep: Class 19 contains 42404 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 160794 members 
Mstep: Class 22 contains 98486 members 
Mstep: Class 23 contains 30971 members 
Mstep: Class 24 contains 3512 members 
Mstep: Class 25 contains 122931 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467984.000000 Penalty: 101426.492188
Iteration 230Q: 30 clusters Score -1.58468e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10943 members 
Mstep: Class 4 contains 20089 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20436 members 
Mstep: Class 7 contains 11273 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 45334 members 
Mstep: Class 10 contains 164347 members 
Mstep: Class 11 contains 8792 members 
Mstep: Class 12 contains 64738 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158459 members 
Mstep: Class 15 contains 57099 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9062 members 
Mstep: Class 19 contains 42406 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 160793 members 
Mstep: Class 22 contains 98487 members 
Mstep: Class 23 contains 30971 members 
Mstep: Class 24 contains 3512 members 
Mstep: Class 25 contains 122933 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467984.000000 Penalty: 101426.492188
Iteration 231Q: 30 clusters Score -1.58468e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10945 members 
Mstep: Class 4 contains 20088 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20434 members 
Mstep: Class 7 contains 11278 members 
Mstep: Class 8 contains 5829 members 
Mstep: Class 9 contains 45334 members 
Mstep: Class 10 contains 164353 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 64739 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158455 members 
Mstep: Class 15 contains 57098 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9062 members 
Mstep: Class 19 contains 42408 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 160792 members 
Mstep: Class 22 contains 98488 members 
Mstep: Class 23 contains 30970 members 
Mstep: Class 24 contains 3512 members 
Mstep: Class 25 contains 122936 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468064.000000 Penalty: 101426.492188
Iteration 232Q: 30 clusters Score -1.584681e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10946 members 
Mstep: Class 4 contains 20087 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20435 members 
Mstep: Class 7 contains 11283 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 45341 members 
Mstep: Class 10 contains 164355 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 64742 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158451 members 
Mstep: Class 15 contains 57097 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9064 members 
Mstep: Class 19 contains 42408 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 160789 members 
Mstep: Class 22 contains 98488 members 
Mstep: Class 23 contains 30970 members 
Mstep: Class 24 contains 3512 members 
Mstep: Class 25 contains 122936 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467984.000000 Penalty: 101426.492188
Iteration 233Q: 30 clusters Score -1.58468e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10946 members 
Mstep: Class 4 contains 20088 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20434 members 
Mstep: Class 7 contains 11286 members 
Mstep: Class 8 contains 5822 members 
Mstep: Class 9 contains 45345 members 
Mstep: Class 10 contains 164367 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 64744 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158446 members 
Mstep: Class 15 contains 57096 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9066 members 
Mstep: Class 19 contains 42407 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 160786 members 
Mstep: Class 22 contains 98488 members 
Mstep: Class 23 contains 30970 members 
Mstep: Class 24 contains 3512 members 
Mstep: Class 25 contains 122933 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467968.000000 Penalty: 101426.492188
Iteration 234Q: 30 clusters Score -1.58468e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10946 members 
Mstep: Class 4 contains 20087 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20433 members 
Mstep: Class 7 contains 11289 members 
Mstep: Class 8 contains 5827 members 
Mstep: Class 9 contains 45343 members 
Mstep: Class 10 contains 164383 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64743 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158434 members 
Mstep: Class 15 contains 57094 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9068 members 
Mstep: Class 19 contains 42405 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 160786 members 
Mstep: Class 22 contains 98486 members 
Mstep: Class 23 contains 30970 members 
Mstep: Class 24 contains 3512 members 
Mstep: Class 25 contains 122933 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467856.000000 Penalty: 101426.492188
Iteration 235Q: 30 clusters Score -1.584679e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10946 members 
Mstep: Class 4 contains 20084 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20432 members 
Mstep: Class 7 contains 11292 members 
Mstep: Class 8 contains 5828 members 
Mstep: Class 9 contains 45342 members 
Mstep: Class 10 contains 164399 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64741 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158428 members 
Mstep: Class 15 contains 57092 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9069 members 
Mstep: Class 19 contains 42403 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 160783 members 
Mstep: Class 22 contains 98486 members 
Mstep: Class 23 contains 30971 members 
Mstep: Class 24 contains 3512 members 
Mstep: Class 25 contains 122934 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467856.000000 Penalty: 101426.492188
Iteration 236Q: 30 clusters Score -1.584679e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10945 members 
Mstep: Class 4 contains 20083 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20433 members 
Mstep: Class 7 contains 11295 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 45337 members 
Mstep: Class 10 contains 164413 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64742 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158419 members 
Mstep: Class 15 contains 57094 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9068 members 
Mstep: Class 19 contains 42399 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 160784 members 
Mstep: Class 22 contains 98486 members 
Mstep: Class 23 contains 30971 members 
Mstep: Class 24 contains 3512 members 
Mstep: Class 25 contains 122931 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467808.000000 Penalty: 101426.492188
Iteration 237Q: 30 clusters Score -1.584678e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10945 members 
Mstep: Class 4 contains 20080 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20433 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5836 members 
Mstep: Class 9 contains 45338 members 
Mstep: Class 10 contains 164425 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64741 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158413 members 
Mstep: Class 15 contains 57095 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 42399 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 160783 members 
Mstep: Class 22 contains 98486 members 
Mstep: Class 23 contains 30971 members 
Mstep: Class 24 contains 3512 members 
Mstep: Class 25 contains 122929 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467792.000000 Penalty: 101426.492188
Iteration 238Q: 30 clusters Score -1.584678e+08 nChanged 57
Entering ConstructFrom: 
Score: -158467792.000000 Penalty: 101426.492188
Entering ConstructFrom: 
Trying to split cluster 1 (11873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Entering Unmasked Estep 
Score: -1395144.375000 Penalty: 2326.741455
	Iteration 0F: 2 clusters Score -1395144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1386327.250000 Penalty: 4653.482910
	Iteration 0F: 3 clusters Score -1386327 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1389093.250000 Penalty: 4653.482910
	Iteration 1F: 3 clusters Score -1389093 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1389450.125000 Penalty: 4653.482910
	Iteration 2F: 3 clusters Score -1389450 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1389818.875000 Penalty: 4653.482910
	Iteration 3F: 3 clusters Score -1389819 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1390229.375000 Penalty: 4653.482910
	Iteration 4F: 3 clusters Score -1390229 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1390675.250000 Penalty: 4653.482910
	Iteration 5F: 3 clusters Score -1390675 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1391148.750000 Penalty: 4653.482910
	Iteration 6F: 3 clusters Score -1391149 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1391586.750000 Penalty: 4653.482910
	Iteration 7F: 3 clusters Score -1391587 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1391989.625000 Penalty: 4653.482910
	Iteration 8Q: 3 clusters Score -1391990 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1392327.750000 Penalty: 4653.482910
	Iteration 9Q: 3 clusters Score -1392328 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1392689.375000 Penalty: 4653.482910
	Iteration 10Q: 3 clusters Score -1392689 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1393086.750000 Penalty: 4653.482910
	Iteration 11Q: 3 clusters Score -1393087 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1393578.000000 Penalty: 4653.482910
	Iteration 12Q: 3 clusters Score -1393578 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1394041.625000 Penalty: 4653.482910
	Iteration 13Q: 3 clusters Score -1394042 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1394386.000000 Penalty: 4653.482910
	Iteration 14Q: 3 clusters Score -1394386 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1394634.125000 Penalty: 4653.482910
	Iteration 15Q: 3 clusters Score -1394634 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1394803.000000 Penalty: 4653.482910
	Iteration 16Q: 3 clusters Score -1394803 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1394887.500000 Penalty: 4653.482910
	Iteration 17Q: 3 clusters Score -1394888 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1394941.375000 Penalty: 4653.482910
	Iteration 18Q: 3 clusters Score -1394941 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1394967.000000 Penalty: 4653.482910
	Iteration 19Q: 3 clusters Score -1394967 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1394993.750000 Penalty: 4653.482910
	Iteration 20F: 3 clusters Score -1394994 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1395006.750000 Penalty: 4653.482910
	Iteration 21Q: 3 clusters Score -1395007 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1395021.500000 Penalty: 4653.482910
	Iteration 22Q: 3 clusters Score -1395022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1395035.250000 Penalty: 4653.482910
	Iteration 23Q: 3 clusters Score -1395035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1395037.125000 Penalty: 4653.482910
	Iteration 24Q: 3 clusters Score -1395037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1395039.750000 Penalty: 4653.482910
	Iteration 25Q: 3 clusters Score -1395040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1395040.000000 Penalty: 4653.482910
	Iteration 26Q: 3 clusters Score -1395040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1395047.375000 Penalty: 4653.482910
	Iteration 27Q: 3 clusters Score -1395047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1395051.500000 Penalty: 4653.482910
	Iteration 28Q: 3 clusters Score -1395052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1395050.625000 Penalty: 4653.482910
	Iteration 29Q: 3 clusters Score -1395051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1395052.750000 Penalty: 4653.482910
	Iteration 30Q: 3 clusters Score -1395053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1395053.125000 Penalty: 4653.482910
	Iteration 31Q: 3 clusters Score -1395053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1395056.375000 Penalty: 4653.482910
	Iteration 32Q: 3 clusters Score -1395056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1395055.375000 Penalty: 4653.482910
	Iteration 33Q: 3 clusters Score -1395055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1395056.000000 Penalty: 4653.482910
	Iteration 34Q: 3 clusters Score -1395056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1395056.500000 Penalty: 4653.482910
	Iteration 35Q: 3 clusters Score -1395056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1395056.500000 Penalty: 4653.482910
	Iteration 36F: 3 clusters Score -1395056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -68488.289062 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -68488.29 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: -66877.835938 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -66877.84 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -67071.429688 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -67071.43 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -67176.171875 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -67176.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67228.890625 Penalty: 3206.435791
	Iteration 3Q: 3 clusters Score -67228.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67275.632812 Penalty: 3206.435791
	Iteration 4Q: 3 clusters Score -67275.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -67301.015625 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -67301.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -67307.664062 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -67307.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -67313.242188 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -67313.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -67335.960938 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -67335.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -67348.984375 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -67348.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -67353.992188 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -67353.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -67358.695312 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -67358.7 nChanged 3
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: -67364.804688 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -67364.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -67367.132812 Penalty: 3206.435791
	Iteration 13Q: 3 clusters Score -67367.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -67371.898438 Penalty: 3206.435791
	Iteration 14Q: 3 clusters Score -67371.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -67376.570312 Penalty: 3206.435791
	Iteration 15Q: 3 clusters Score -67376.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -67379.039062 Penalty: 3206.435791
	Iteration 16Q: 3 clusters Score -67379.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -67381.015625 Penalty: 3206.435791
	Iteration 17Q: 3 clusters Score -67381.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -67383.226562 Penalty: 3206.435791
	Iteration 18Q: 3 clusters Score -67383.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -67383.226562 Penalty: 3206.435791
	Iteration 19F: 3 clusters Score -67383.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Entering Unmasked Estep 
Score: -1313249.500000 Penalty: 2306.535645
	Iteration 0F: 2 clusters Score -1313250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1304996.500000 Penalty: 4613.071289
	Iteration 0F: 3 clusters Score -1304996 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1307453.500000 Penalty: 4613.071289
	Iteration 1F: 3 clusters Score -1307454 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1307795.875000 Penalty: 4613.071289
	Iteration 2F: 3 clusters Score -1307796 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1308115.875000 Penalty: 4613.071289
	Iteration 3F: 3 clusters Score -1308116 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1308433.750000 Penalty: 4613.071289
	Iteration 4F: 3 clusters Score -1308434 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1308724.500000 Penalty: 4613.071289
	Iteration 5Q: 3 clusters Score -1308724 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1309017.250000 Penalty: 4613.071289
	Iteration 6Q: 3 clusters Score -1309017 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1309267.000000 Penalty: 4613.071289
	Iteration 7Q: 3 clusters Score -1309267 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1309517.625000 Penalty: 4613.071289
	Iteration 8Q: 3 clusters Score -1309518 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1309752.500000 Penalty: 4613.071289
	Iteration 9Q: 3 clusters Score -1309752 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1309933.500000 Penalty: 4613.071289
	Iteration 10Q: 3 clusters Score -1309934 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1310080.875000 Penalty: 4613.071289
	Iteration 11Q: 3 clusters Score -1310081 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1310211.500000 Penalty: 4613.071289
	Iteration 12Q: 3 clusters Score -1310212 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1310303.625000 Penalty: 4613.071289
	Iteration 13Q: 3 clusters Score -1310304 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1310387.875000 Penalty: 4613.071289
	Iteration 14Q: 3 clusters Score -1310388 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1310452.125000 Penalty: 4613.071289
	Iteration 15Q: 3 clusters Score -1310452 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1310497.750000 Penalty: 4613.071289
	Iteration 16Q: 3 clusters Score -1310498 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1310541.250000 Penalty: 4613.071289
	Iteration 17Q: 3 clusters Score -1310541 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1310581.375000 Penalty: 4613.071289
	Iteration 18Q: 3 clusters Score -1310581 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1310624.500000 Penalty: 4613.071289
	Iteration 19Q: 3 clusters Score -1310624 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1310664.625000 Penalty: 4613.071289
	Iteration 20F: 3 clusters Score -1310665 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1310701.000000 Penalty: 4613.071289
	Iteration 21Q: 3 clusters Score -1310701 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1310729.750000 Penalty: 4613.071289
	Iteration 22Q: 3 clusters Score -1310730 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1310759.375000 Penalty: 4613.071289
	Iteration 23Q: 3 clusters Score -1310759 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1310783.250000 Penalty: 4613.071289
	Iteration 24Q: 3 clusters Score -1310783 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1310795.125000 Penalty: 4613.071289
	Iteration 25Q: 3 clusters Score -1310795 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1310813.000000 Penalty: 4613.071289
	Iteration 26Q: 3 clusters Score -1310813 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1310831.625000 Penalty: 4613.071289
	Iteration 27Q: 3 clusters Score -1310832 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1310847.375000 Penalty: 4613.071289
	Iteration 28Q: 3 clusters Score -1310847 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1310860.000000 Penalty: 4613.071289
	Iteration 29Q: 3 clusters Score -1310860 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1310865.375000 Penalty: 4613.071289
	Iteration 30Q: 3 clusters Score -1310865 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1310877.375000 Penalty: 4613.071289
	Iteration 31Q: 3 clusters Score -1310877 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1310883.625000 Penalty: 4613.071289
	Iteration 32Q: 3 clusters Score -1310884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1310885.750000 Penalty: 4613.071289
	Iteration 33Q: 3 clusters Score -1310886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1310888.875000 Penalty: 4613.071289
	Iteration 34Q: 3 clusters Score -1310889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1310888.875000 Penalty: 4613.071289
	Iteration 35Q: 3 clusters Score -1310889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1310894.000000 Penalty: 4613.071289
	Iteration 36Q: 3 clusters Score -1310894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1310897.250000 Penalty: 4613.071289
	Iteration 37Q: 3 clusters Score -1310897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1310896.625000 Penalty: 4613.071289
	Iteration 38Q: 3 clusters Score -1310897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1310899.375000 Penalty: 4613.071289
	Iteration 39Q: 3 clusters Score -1310899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1310898.375000 Penalty: 4613.071289
	Iteration 40F: 3 clusters Score -1310898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1310901.250000 Penalty: 4613.071289
	Iteration 41Q: 3 clusters Score -1310901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1310898.500000 Penalty: 4613.071289
	Iteration 42Q: 3 clusters Score -1310898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1310905.125000 Penalty: 4613.071289
	Iteration 43Q: 3 clusters Score -1310905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1310906.750000 Penalty: 4613.071289
	Iteration 44Q: 3 clusters Score -1310907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1310907.625000 Penalty: 4613.071289
	Iteration 45Q: 3 clusters Score -1310908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1310913.375000 Penalty: 4613.071289
	Iteration 46Q: 3 clusters Score -1310913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1310911.750000 Penalty: 4613.071289
	Iteration 47Q: 3 clusters Score -1310912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1310913.125000 Penalty: 4613.071289
	Iteration 48Q: 3 clusters Score -1310913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1310915.000000 Penalty: 4613.071289
	Iteration 49Q: 3 clusters Score -1310915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1310917.750000 Penalty: 4613.071289
	Iteration 50Q: 3 clusters Score -1310918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1310918.250000 Penalty: 4613.071289
	Iteration 51Q: 3 clusters Score -1310918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1310921.250000 Penalty: 4613.071289
	Iteration 52Q: 3 clusters Score -1310921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1310922.000000 Penalty: 4613.071289
	Iteration 53Q: 3 clusters Score -1310922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1310922.750000 Penalty: 4613.071289
	Iteration 54Q: 3 clusters Score -1310923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1310923.000000 Penalty: 4613.071289
	Iteration 55Q: 3 clusters Score -1310923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1310923.875000 Penalty: 4613.071289
	Iteration 56Q: 3 clusters Score -1310924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1310924.500000 Penalty: 4613.071289
	Iteration 57Q: 3 clusters Score -1310924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1310928.250000 Penalty: 4613.071289
	Iteration 58Q: 3 clusters Score -1310928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1310927.375000 Penalty: 4613.071289
	Iteration 59Q: 3 clusters Score -1310927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1310931.625000 Penalty: 4613.071289
	Iteration 60F: 3 clusters Score -1310932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1310930.875000 Penalty: 4613.071289
	Iteration 61Q: 3 clusters Score -1310931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1310932.375000 Penalty: 4613.071289
	Iteration 62Q: 3 clusters Score -1310932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1310933.750000 Penalty: 4613.071289
	Iteration 63Q: 3 clusters Score -1310934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1310937.000000 Penalty: 4613.071289
	Iteration 64Q: 3 clusters Score -1310937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1310937.750000 Penalty: 4613.071289
	Iteration 65Q: 3 clusters Score -1310938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1310938.500000 Penalty: 4613.071289
	Iteration 66Q: 3 clusters Score -1310938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1310936.125000 Penalty: 4613.071289
	Iteration 67Q: 3 clusters Score -1310936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1310936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1310938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1310939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1310938 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1310938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1310937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1310941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1310940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1310941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1310942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1310942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1310943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1310945.000000 Penalty: 4613.071289
	Iteration 80F: 3 clusters Score -1310945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1310945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1310944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1310943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1310944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1310946.500000 Penalty: 4613.071289
	Iteration 85Q: 3 clusters Score -1310946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1310945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1310948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1310950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1310950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1310951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1310952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1310952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1310953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1310953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1310956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1310956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1310956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1310953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1310954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1310954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1310957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1310956 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7325 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1310957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1310957 nChanged 4
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Mstep: Class 1 contains 7330 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1310961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1310962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1310963 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1310966 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1310966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1310967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1310971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1310975 nChanged 20
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Mstep: Class 1 contains 7415 members 
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	Iteration 113Q: 3 clusters Score -1310980 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7436 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1310984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1310990 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7472 members 
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	Iteration 116Q: 3 clusters Score -1310994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1310999 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1311003 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7534 members 
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	Iteration 119Q: 3 clusters Score -1311009 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1311006.625000 Penalty: 4613.071289
	Iteration 120F: 3 clusters Score -1311007 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1311012 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1311018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1311023 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1311026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1311029 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1311036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1311044 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1311054 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1311063 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1311069 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1311076 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1311085 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1311098 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8029 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1311112 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1311122 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1311131 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1311140 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1311155 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1311168 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1311177 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8329 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1311180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1311193 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1311205 nChanged 42
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Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1311216 nChanged 51
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Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1311224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 2393 members 
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	Iteration 146Q: 3 clusters Score -1311236 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1311248 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1311258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1311266 nChanged 51
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Mstep: Class 1 contains 8723 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1311284 nChanged 44
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Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1311292 nChanged 45
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Mstep: Class 1 contains 8812 members 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1311302 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1311324 nChanged 56
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Mstep: Class 1 contains 8921 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1311344 nChanged 56
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Mstep: Class 1 contains 8971 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1311362 nChanged 53
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Mstep: Class 1 contains 9022 members 
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Entering Unmasked Estep 
Score: -1311382.250000 Penalty: 4613.071289
	Iteration 156Q: 3 clusters Score -1311382 nChanged 56
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Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1311402.000000 Penalty: 4613.071289
	Iteration 157Q: 3 clusters Score -1311402 nChanged 48
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Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1311411.750000 Penalty: 4613.071289
	Iteration 158Q: 3 clusters Score -1311412 nChanged 46
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Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1311432.625000 Penalty: 4613.071289
	Iteration 159Q: 3 clusters Score -1311433 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1311452.875000 Penalty: 4613.071289
	Iteration 160F: 3 clusters Score -1311453 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1311467.875000 Penalty: 4613.071289
	Iteration 161Q: 3 clusters Score -1311468 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1311485.500000 Penalty: 4613.071289
	Iteration 162Q: 3 clusters Score -1311486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1311496.000000 Penalty: 4613.071289
	Iteration 163Q: 3 clusters Score -1311496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1311512.125000 Penalty: 4613.071289
	Iteration 164Q: 3 clusters Score -1311512 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1311524.875000 Penalty: 4613.071289
	Iteration 165Q: 3 clusters Score -1311525 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1311536.375000 Penalty: 4613.071289
	Iteration 166Q: 3 clusters Score -1311536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1311549.875000 Penalty: 4613.071289
	Iteration 167Q: 3 clusters Score -1311550 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1311564.750000 Penalty: 4613.071289
	Iteration 168Q: 3 clusters Score -1311565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1311576.375000 Penalty: 4613.071289
	Iteration 169Q: 3 clusters Score -1311576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1311594.375000 Penalty: 4613.071289
	Iteration 170Q: 3 clusters Score -1311594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1311603.000000 Penalty: 4613.071289
	Iteration 171Q: 3 clusters Score -1311603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1311612.000000 Penalty: 4613.071289
	Iteration 172Q: 3 clusters Score -1311612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1311618.000000 Penalty: 4613.071289
	Iteration 173Q: 3 clusters Score -1311618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1311620.000000 Penalty: 4613.071289
	Iteration 174Q: 3 clusters Score -1311620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1311628.750000 Penalty: 4613.071289
	Iteration 175Q: 3 clusters Score -1311629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1311640.875000 Penalty: 4613.071289
	Iteration 176Q: 3 clusters Score -1311641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1311644.625000 Penalty: 4613.071289
	Iteration 177Q: 3 clusters Score -1311645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1311649.750000 Penalty: 4613.071289
	Iteration 178Q: 3 clusters Score -1311650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1311654.250000 Penalty: 4613.071289
	Iteration 179Q: 3 clusters Score -1311654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1311658.125000 Penalty: 4613.071289
	Iteration 180F: 3 clusters Score -1311658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1311664.750000 Penalty: 4613.071289
	Iteration 181Q: 3 clusters Score -1311665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1311667.625000 Penalty: 4613.071289
	Iteration 182Q: 3 clusters Score -1311668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1311670.625000 Penalty: 4613.071289
	Iteration 183Q: 3 clusters Score -1311671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1311673.250000 Penalty: 4613.071289
	Iteration 184Q: 3 clusters Score -1311673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1311676.500000 Penalty: 4613.071289
	Iteration 185Q: 3 clusters Score -1311676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1311678.125000 Penalty: 4613.071289
	Iteration 186Q: 3 clusters Score -1311678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1311681.750000 Penalty: 4613.071289
	Iteration 187Q: 3 clusters Score -1311682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1311683.625000 Penalty: 4613.071289
	Iteration 188Q: 3 clusters Score -1311684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1311686.375000 Penalty: 4613.071289
	Iteration 189Q: 3 clusters Score -1311686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1311686.250000 Penalty: 4613.071289
	Iteration 190Q: 3 clusters Score -1311686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1311685.500000 Penalty: 4613.071289
	Iteration 191Q: 3 clusters Score -1311686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1311688.500000 Penalty: 4613.071289
	Iteration 192Q: 3 clusters Score -1311688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1311688.250000 Penalty: 4613.071289
	Iteration 193Q: 3 clusters Score -1311688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1311688.250000 Penalty: 4613.071289
	Iteration 194F: 3 clusters Score -1311688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Entering Unmasked Estep 
Score: -2311978.250000 Penalty: 2457.054932
	Iteration 0F: 2 clusters Score -2311978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2297998.500000 Penalty: 4914.109863
	Iteration 0F: 3 clusters Score -2297998 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2302985.000000 Penalty: 4914.109863
	Iteration 1F: 3 clusters Score -2302985 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2303731.250000 Penalty: 4914.109863
	Iteration 2F: 3 clusters Score -2303731 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2304479.750000 Penalty: 4914.109863
	Iteration 3F: 3 clusters Score -2304480 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2305140.500000 Penalty: 4914.109863
	Iteration 4F: 3 clusters Score -2305140 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2305816.250000 Penalty: 4914.109863
	Iteration 5F: 3 clusters Score -2305816 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2306392.500000 Penalty: 4914.109863
	Iteration 6F: 3 clusters Score -2306392 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2306859.250000 Penalty: 4914.109863
	Iteration 7Q: 3 clusters Score -2306859 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2307235.250000 Penalty: 4914.109863
	Iteration 8Q: 3 clusters Score -2307235 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2307567.500000 Penalty: 4914.109863
	Iteration 9Q: 3 clusters Score -2307568 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2307798.250000 Penalty: 4914.109863
	Iteration 10Q: 3 clusters Score -2307798 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2308002.000000 Penalty: 4914.109863
	Iteration 11Q: 3 clusters Score -2308002 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2308197.000000 Penalty: 4914.109863
	Iteration 12Q: 3 clusters Score -2308197 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2308389.500000 Penalty: 4914.109863
	Iteration 13Q: 3 clusters Score -2308390 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2308568.250000 Penalty: 4914.109863
	Iteration 14Q: 3 clusters Score -2308568 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2308709.750000 Penalty: 4914.109863
	Iteration 15Q: 3 clusters Score -2308710 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2308866.000000 Penalty: 4914.109863
	Iteration 16Q: 3 clusters Score -2308866 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2309044.000000 Penalty: 4914.109863
	Iteration 17Q: 3 clusters Score -2309044 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2309233.000000 Penalty: 4914.109863
	Iteration 18Q: 3 clusters Score -2309233 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2309406.000000 Penalty: 4914.109863
	Iteration 19Q: 3 clusters Score -2309406 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2309561.500000 Penalty: 4914.109863
	Iteration 20F: 3 clusters Score -2309562 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2309684.000000 Penalty: 4914.109863
	Iteration 21Q: 3 clusters Score -2309684 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2309772.750000 Penalty: 4914.109863
	Iteration 22Q: 3 clusters Score -2309773 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2309862.000000 Penalty: 4914.109863
	Iteration 23Q: 3 clusters Score -2309862 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -2309926.750000 Penalty: 4914.109863
	Iteration 24Q: 3 clusters Score -2309927 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2309982.750000 Penalty: 4914.109863
	Iteration 25Q: 3 clusters Score -2309983 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2310021.000000 Penalty: 4914.109863
	Iteration 26Q: 3 clusters Score -2310021 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2310054.500000 Penalty: 4914.109863
	Iteration 27Q: 3 clusters Score -2310054 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2310084.750000 Penalty: 4914.109863
	Iteration 28Q: 3 clusters Score -2310085 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2310113.250000 Penalty: 4914.109863
	Iteration 29Q: 3 clusters Score -2310113 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2310147.000000 Penalty: 4914.109863
	Iteration 30Q: 3 clusters Score -2310147 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2310179.500000 Penalty: 4914.109863
	Iteration 31Q: 3 clusters Score -2310180 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2310207.500000 Penalty: 4914.109863
	Iteration 32Q: 3 clusters Score -2310208 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2310238.000000 Penalty: 4914.109863
	Iteration 33Q: 3 clusters Score -2310238 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2310263.000000 Penalty: 4914.109863
	Iteration 34Q: 3 clusters Score -2310263 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2310285.000000 Penalty: 4914.109863
	Iteration 35Q: 3 clusters Score -2310285 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2310303.750000 Penalty: 4914.109863
	Iteration 36Q: 3 clusters Score -2310304 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2310320.750000 Penalty: 4914.109863
	Iteration 37Q: 3 clusters Score -2310321 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2310339.500000 Penalty: 4914.109863
	Iteration 38Q: 3 clusters Score -2310340 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2310353.500000 Penalty: 4914.109863
	Iteration 39Q: 3 clusters Score -2310354 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2310370.500000 Penalty: 4914.109863
	Iteration 40F: 3 clusters Score -2310370 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2310397.750000 Penalty: 4914.109863
	Iteration 41Q: 3 clusters Score -2310398 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -2310421.500000 Penalty: 4914.109863
	Iteration 42Q: 3 clusters Score -2310422 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2310446.500000 Penalty: 4914.109863
	Iteration 43Q: 3 clusters Score -2310446 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2310462.250000 Penalty: 4914.109863
	Iteration 44Q: 3 clusters Score -2310462 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2310495.750000 Penalty: 4914.109863
	Iteration 45Q: 3 clusters Score -2310496 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2310543.000000 Penalty: 4914.109863
	Iteration 46Q: 3 clusters Score -2310543 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2310580.500000 Penalty: 4914.109863
	Iteration 47Q: 3 clusters Score -2310580 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2310622.750000 Penalty: 4914.109863
	Iteration 48Q: 3 clusters Score -2310623 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2310666.500000 Penalty: 4914.109863
	Iteration 49Q: 3 clusters Score -2310666 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2310698.500000 Penalty: 4914.109863
	Iteration 50Q: 3 clusters Score -2310698 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2310728.000000 Penalty: 4914.109863
	Iteration 51Q: 3 clusters Score -2310728 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2310777.000000 Penalty: 4914.109863
	Iteration 52Q: 3 clusters Score -2310777 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2310821.250000 Penalty: 4914.109863
	Iteration 53Q: 3 clusters Score -2310821 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2310850.500000 Penalty: 4914.109863
	Iteration 54Q: 3 clusters Score -2310850 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2310872.000000 Penalty: 4914.109863
	Iteration 55Q: 3 clusters Score -2310872 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2310898.250000 Penalty: 4914.109863
	Iteration 56Q: 3 clusters Score -2310898 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2310922.250000 Penalty: 4914.109863
	Iteration 57Q: 3 clusters Score -2310922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2310923.000000 Penalty: 4914.109863
	Iteration 58Q: 3 clusters Score -2310923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2310925.500000 Penalty: 4914.109863
	Iteration 59Q: 3 clusters Score -2310926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2310926.500000 Penalty: 4914.109863
	Iteration 60F: 3 clusters Score -2310926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2310924.250000 Penalty: 4914.109863
	Iteration 61Q: 3 clusters Score -2310924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2310928.000000 Penalty: 4914.109863
	Iteration 62Q: 3 clusters Score -2310928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2310923.750000 Penalty: 4914.109863
	Iteration 63Q: 3 clusters Score -2310924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2310927.500000 Penalty: 4914.109863
	Iteration 64Q: 3 clusters Score -2310928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2310928.750000 Penalty: 4914.109863
	Iteration 65Q: 3 clusters Score -2310929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2310928.750000 Penalty: 4914.109863
	Iteration 66F: 3 clusters Score -2310929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Entering Unmasked Estep 
Score: -1165406.625000 Penalty: 2273.523438
	Iteration 0F: 2 clusters Score -1165407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1157968.125000 Penalty: 4547.046875
	Iteration 0F: 3 clusters Score -1157968 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1160156.500000 Penalty: 4547.046875
	Iteration 1F: 3 clusters Score -1160156 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1160494.875000 Penalty: 4547.046875
	Iteration 2F: 3 clusters Score -1160495 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1160776.500000 Penalty: 4547.046875
	Iteration 3F: 3 clusters Score -1160776 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1161040.500000 Penalty: 4547.046875
	Iteration 4Q: 3 clusters Score -1161040 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1161291.875000 Penalty: 4547.046875
	Iteration 5Q: 3 clusters Score -1161292 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1161539.750000 Penalty: 4547.046875
	Iteration 6Q: 3 clusters Score -1161540 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1161813.000000 Penalty: 4547.046875
	Iteration 7Q: 3 clusters Score -1161813 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1162093.250000 Penalty: 4547.046875
	Iteration 8Q: 3 clusters Score -1162093 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1162348.500000 Penalty: 4547.046875
	Iteration 9Q: 3 clusters Score -1162348 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1162606.750000 Penalty: 4547.046875
	Iteration 10Q: 3 clusters Score -1162607 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1162844.625000 Penalty: 4547.046875
	Iteration 11Q: 3 clusters Score -1162845 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1163030.750000 Penalty: 4547.046875
	Iteration 12Q: 3 clusters Score -1163031 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1163156.375000 Penalty: 4547.046875
	Iteration 13Q: 3 clusters Score -1163156 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1163243.125000 Penalty: 4547.046875
	Iteration 14Q: 3 clusters Score -1163243 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1163308.125000 Penalty: 4547.046875
	Iteration 15Q: 3 clusters Score -1163308 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1163351.750000 Penalty: 4547.046875
	Iteration 16Q: 3 clusters Score -1163352 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1163378.125000 Penalty: 4547.046875
	Iteration 17Q: 3 clusters Score -1163378 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1163404.000000 Penalty: 4547.046875
	Iteration 18Q: 3 clusters Score -1163404 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1163421.250000 Penalty: 4547.046875
	Iteration 19Q: 3 clusters Score -1163421 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1163441.875000 Penalty: 4547.046875
	Iteration 20F: 3 clusters Score -1163442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1163461.500000 Penalty: 4547.046875
	Iteration 21Q: 3 clusters Score -1163462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1163477.875000 Penalty: 4547.046875
	Iteration 22Q: 3 clusters Score -1163478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1163486.000000 Penalty: 4547.046875
	Iteration 23Q: 3 clusters Score -1163486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1163494.750000 Penalty: 4547.046875
	Iteration 24Q: 3 clusters Score -1163495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1163501.375000 Penalty: 4547.046875
	Iteration 25Q: 3 clusters Score -1163501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1163505.375000 Penalty: 4547.046875
	Iteration 26Q: 3 clusters Score -1163505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1163510.750000 Penalty: 4547.046875
	Iteration 27Q: 3 clusters Score -1163511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1163512.750000 Penalty: 4547.046875
	Iteration 28Q: 3 clusters Score -1163513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1163513.875000 Penalty: 4547.046875
	Iteration 29Q: 3 clusters Score -1163514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1163516.250000 Penalty: 4547.046875
	Iteration 30Q: 3 clusters Score -1163516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1163520.500000 Penalty: 4547.046875
	Iteration 31Q: 3 clusters Score -1163520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1163521.625000 Penalty: 4547.046875
	Iteration 32Q: 3 clusters Score -1163522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1163520.875000 Penalty: 4547.046875
	Iteration 33Q: 3 clusters Score -1163521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1163520.875000 Penalty: 4547.046875
	Iteration 34F: 3 clusters Score -1163521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Entering Unmasked Estep 
Score: -2480808.500000 Penalty: 2461.364502
	Iteration 0F: 2 clusters Score -2480808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2466451.000000 Penalty: 4922.729004
	Iteration 0F: 3 clusters Score -2466451 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2471219.250000 Penalty: 4922.729004
	Iteration 1F: 3 clusters Score -2471219 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2471865.250000 Penalty: 4922.729004
	Iteration 2F: 3 clusters Score -2471865 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2472593.250000 Penalty: 4922.729004
	Iteration 3F: 3 clusters Score -2472593 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2473333.250000 Penalty: 4922.729004
	Iteration 4F: 3 clusters Score -2473333 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2474049.000000 Penalty: 4922.729004
	Iteration 5F: 3 clusters Score -2474049 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -2474734.250000 Penalty: 4922.729004
	Iteration 6F: 3 clusters Score -2474734 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2475284.500000 Penalty: 4922.729004
	Iteration 7F: 3 clusters Score -2475284 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2475712.500000 Penalty: 4922.729004
	Iteration 8Q: 3 clusters Score -2475712 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2476056.500000 Penalty: 4922.729004
	Iteration 9Q: 3 clusters Score -2476056 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2476359.000000 Penalty: 4922.729004
	Iteration 10Q: 3 clusters Score -2476359 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2476623.750000 Penalty: 4922.729004
	Iteration 11Q: 3 clusters Score -2476624 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2476874.750000 Penalty: 4922.729004
	Iteration 12Q: 3 clusters Score -2476875 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2477093.250000 Penalty: 4922.729004
	Iteration 13Q: 3 clusters Score -2477093 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2477307.000000 Penalty: 4922.729004
	Iteration 14Q: 3 clusters Score -2477307 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2477511.500000 Penalty: 4922.729004
	Iteration 15Q: 3 clusters Score -2477512 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2477687.750000 Penalty: 4922.729004
	Iteration 16Q: 3 clusters Score -2477688 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2477861.500000 Penalty: 4922.729004
	Iteration 17Q: 3 clusters Score -2477862 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2478012.500000 Penalty: 4922.729004
	Iteration 18Q: 3 clusters Score -2478012 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2478121.500000 Penalty: 4922.729004
	Iteration 19Q: 3 clusters Score -2478122 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2478221.250000 Penalty: 4922.729004
	Iteration 20F: 3 clusters Score -2478221 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2478324.500000 Penalty: 4922.729004
	Iteration 21Q: 3 clusters Score -2478324 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2478405.000000 Penalty: 4922.729004
	Iteration 22Q: 3 clusters Score -2478405 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2478480.250000 Penalty: 4922.729004
	Iteration 23Q: 3 clusters Score -2478480 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2478548.250000 Penalty: 4922.729004
	Iteration 24Q: 3 clusters Score -2478548 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2478605.750000 Penalty: 4922.729004
	Iteration 25Q: 3 clusters Score -2478606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2478638.750000 Penalty: 4922.729004
	Iteration 26Q: 3 clusters Score -2478639 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2478664.000000 Penalty: 4922.729004
	Iteration 27Q: 3 clusters Score -2478664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2478678.000000 Penalty: 4922.729004
	Iteration 28Q: 3 clusters Score -2478678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2478699.500000 Penalty: 4922.729004
	Iteration 29Q: 3 clusters Score -2478700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2478724.750000 Penalty: 4922.729004
	Iteration 30Q: 3 clusters Score -2478725 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2478736.500000 Penalty: 4922.729004
	Iteration 31Q: 3 clusters Score -2478736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2478751.250000 Penalty: 4922.729004
	Iteration 32Q: 3 clusters Score -2478751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2478767.000000 Penalty: 4922.729004
	Iteration 33Q: 3 clusters Score -2478767 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2478779.000000 Penalty: 4922.729004
	Iteration 34Q: 3 clusters Score -2478779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2478789.000000 Penalty: 4922.729004
	Iteration 35Q: 3 clusters Score -2478789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2478799.250000 Penalty: 4922.729004
	Iteration 36Q: 3 clusters Score -2478799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2478806.000000 Penalty: 4922.729004
	Iteration 37Q: 3 clusters Score -2478806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2478821.750000 Penalty: 4922.729004
	Iteration 38Q: 3 clusters Score -2478822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2478827.500000 Penalty: 4922.729004
	Iteration 39Q: 3 clusters Score -2478828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2478829.500000 Penalty: 4922.729004
	Iteration 40F: 3 clusters Score -2478830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2478830.750000 Penalty: 4922.729004
	Iteration 41Q: 3 clusters Score -2478831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2478833.750000 Penalty: 4922.729004
	Iteration 42Q: 3 clusters Score -2478834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2478840.500000 Penalty: 4922.729004
	Iteration 43Q: 3 clusters Score -2478840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2478838.000000 Penalty: 4922.729004
	Iteration 44Q: 3 clusters Score -2478838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2478843.000000 Penalty: 4922.729004
	Iteration 45Q: 3 clusters Score -2478843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2478843.000000 Penalty: 4922.729004
	Iteration 46Q: 3 clusters Score -2478843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2478843.500000 Penalty: 4922.729004
	Iteration 47Q: 3 clusters Score -2478844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2478846.250000 Penalty: 4922.729004
	Iteration 48Q: 3 clusters Score -2478846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2478848.750000 Penalty: 4922.729004
	Iteration 49Q: 3 clusters Score -2478849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2478850.000000 Penalty: 4922.729004
	Iteration 50Q: 3 clusters Score -2478850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2478848.500000 Penalty: 4922.729004
	Iteration 51Q: 3 clusters Score -2478848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2478847.500000 Penalty: 4922.729004
	Iteration 52Q: 3 clusters Score -2478848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2478847.500000 Penalty: 4922.729004
	Iteration 53F: 3 clusters Score -2478848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Entering Unmasked Estep 
Score: -1397309.375000 Penalty: 2314.408447
	Iteration 0F: 2 clusters Score -1397309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1388907.500000 Penalty: 4628.816895
	Iteration 0F: 3 clusters Score -1388908 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1391385.000000 Penalty: 4628.816895
	Iteration 1F: 3 clusters Score -1391385 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1391797.875000 Penalty: 4628.816895
	Iteration 2F: 3 clusters Score -1391798 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1392135.875000 Penalty: 4628.816895
	Iteration 3F: 3 clusters Score -1392136 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1392479.125000 Penalty: 4628.816895
	Iteration 4F: 3 clusters Score -1392479 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1392797.125000 Penalty: 4628.816895
	Iteration 5Q: 3 clusters Score -1392797 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1393107.125000 Penalty: 4628.816895
	Iteration 6Q: 3 clusters Score -1393107 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1393423.875000 Penalty: 4628.816895
	Iteration 7Q: 3 clusters Score -1393424 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1393719.875000 Penalty: 4628.816895
	Iteration 8Q: 3 clusters Score -1393720 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1394005.750000 Penalty: 4628.816895
	Iteration 9Q: 3 clusters Score -1394006 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1394225.875000 Penalty: 4628.816895
	Iteration 10Q: 3 clusters Score -1394226 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1394434.375000 Penalty: 4628.816895
	Iteration 11Q: 3 clusters Score -1394434 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1394608.875000 Penalty: 4628.816895
	Iteration 12Q: 3 clusters Score -1394609 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1394766.625000 Penalty: 4628.816895
	Iteration 13Q: 3 clusters Score -1394767 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1394904.625000 Penalty: 4628.816895
	Iteration 14Q: 3 clusters Score -1394905 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1395013.125000 Penalty: 4628.816895
	Iteration 15Q: 3 clusters Score -1395013 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1395090.125000 Penalty: 4628.816895
	Iteration 16Q: 3 clusters Score -1395090 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1395146.125000 Penalty: 4628.816895
	Iteration 17Q: 3 clusters Score -1395146 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1395191.125000 Penalty: 4628.816895
	Iteration 18Q: 3 clusters Score -1395191 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1395226.250000 Penalty: 4628.816895
	Iteration 19Q: 3 clusters Score -1395226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1395254.500000 Penalty: 4628.816895
	Iteration 20F: 3 clusters Score -1395254 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1395273.625000 Penalty: 4628.816895
	Iteration 21Q: 3 clusters Score -1395274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1395287.875000 Penalty: 4628.816895
	Iteration 22Q: 3 clusters Score -1395288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1395301.750000 Penalty: 4628.816895
	Iteration 23Q: 3 clusters Score -1395302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1395311.875000 Penalty: 4628.816895
	Iteration 24Q: 3 clusters Score -1395312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1395320.375000 Penalty: 4628.816895
	Iteration 25Q: 3 clusters Score -1395320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1395327.375000 Penalty: 4628.816895
	Iteration 26Q: 3 clusters Score -1395327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1395329.125000 Penalty: 4628.816895
	Iteration 27Q: 3 clusters Score -1395329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1395331.250000 Penalty: 4628.816895
	Iteration 28Q: 3 clusters Score -1395331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1395329.625000 Penalty: 4628.816895
	Iteration 29Q: 3 clusters Score -1395330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1395328.625000 Penalty: 4628.816895
	Iteration 30Q: 3 clusters Score -1395329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1395333.625000 Penalty: 4628.816895
	Iteration 31Q: 3 clusters Score -1395334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1395335.750000 Penalty: 4628.816895
	Iteration 32Q: 3 clusters Score -1395336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1395340.875000 Penalty: 4628.816895
	Iteration 33Q: 3 clusters Score -1395341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1395341.625000 Penalty: 4628.816895
	Iteration 34Q: 3 clusters Score -1395342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1395344.625000 Penalty: 4628.816895
	Iteration 35Q: 3 clusters Score -1395345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1395346.625000 Penalty: 4628.816895
	Iteration 36Q: 3 clusters Score -1395347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1395349.375000 Penalty: 4628.816895
	Iteration 37Q: 3 clusters Score -1395349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1395351.000000 Penalty: 4628.816895
	Iteration 38Q: 3 clusters Score -1395351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1395353.250000 Penalty: 4628.816895
	Iteration 39Q: 3 clusters Score -1395353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1395358.500000 Penalty: 4628.816895
	Iteration 40F: 3 clusters Score -1395358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1395360.000000 Penalty: 4628.816895
	Iteration 41Q: 3 clusters Score -1395360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1395362.000000 Penalty: 4628.816895
	Iteration 42Q: 3 clusters Score -1395362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1395362.500000 Penalty: 4628.816895
	Iteration 43Q: 3 clusters Score -1395362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1395365.750000 Penalty: 4628.816895
	Iteration 44Q: 3 clusters Score -1395366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1395371.000000 Penalty: 4628.816895
	Iteration 45Q: 3 clusters Score -1395371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1395373.000000 Penalty: 4628.816895
	Iteration 46Q: 3 clusters Score -1395373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1395374.625000 Penalty: 4628.816895
	Iteration 47Q: 3 clusters Score -1395375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1395373.375000 Penalty: 4628.816895
	Iteration 48Q: 3 clusters Score -1395373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1395373.375000 Penalty: 4628.816895
	Iteration 49F: 3 clusters Score -1395373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Entering Unmasked Estep 
Score: -705471.500000 Penalty: 2150.479004
	Iteration 0F: 2 clusters Score -705471.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -700432.125000 Penalty: 4300.958008
	Iteration 0F: 3 clusters Score -700432.1 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -701658.312500 Penalty: 4300.958008
	Iteration 1F: 3 clusters Score -701658.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -701866.750000 Penalty: 4300.958008
	Iteration 2F: 3 clusters Score -701866.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -701984.062500 Penalty: 4300.958008
	Iteration 3Q: 3 clusters Score -701984.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -702051.125000 Penalty: 4300.958008
	Iteration 4Q: 3 clusters Score -702051.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -702099.062500 Penalty: 4300.958008
	Iteration 5Q: 3 clusters Score -702099.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -702137.000000 Penalty: 4300.958008
	Iteration 6Q: 3 clusters Score -702137 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -702174.312500 Penalty: 4300.958008
	Iteration 7Q: 3 clusters Score -702174.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -702203.250000 Penalty: 4300.958008
	Iteration 8Q: 3 clusters Score -702203.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -702236.937500 Penalty: 4300.958008
	Iteration 9Q: 3 clusters Score -702236.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -702264.625000 Penalty: 4300.958008
	Iteration 10Q: 3 clusters Score -702264.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -702287.312500 Penalty: 4300.958008
	Iteration 11Q: 3 clusters Score -702287.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -702306.312500 Penalty: 4300.958008
	Iteration 12Q: 3 clusters Score -702306.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -702329.875000 Penalty: 4300.958008
	Iteration 13Q: 3 clusters Score -702329.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -702355.375000 Penalty: 4300.958008
	Iteration 14Q: 3 clusters Score -702355.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -702382.562500 Penalty: 4300.958008
	Iteration 15Q: 3 clusters Score -702382.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -702410.250000 Penalty: 4300.958008
	Iteration 16Q: 3 clusters Score -702410.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -702440.437500 Penalty: 4300.958008
	Iteration 17Q: 3 clusters Score -702440.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -702475.250000 Penalty: 4300.958008
	Iteration 18Q: 3 clusters Score -702475.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -702513.375000 Penalty: 4300.958008
	Iteration 19Q: 3 clusters Score -702513.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -702560.937500 Penalty: 4300.958008
	Iteration 20F: 3 clusters Score -702560.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -702610.875000 Penalty: 4300.958008
	Iteration 21Q: 3 clusters Score -702610.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -702669.562500 Penalty: 4300.958008
	Iteration 22Q: 3 clusters Score -702669.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -702731.375000 Penalty: 4300.958008
	Iteration 23Q: 3 clusters Score -702731.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -702792.187500 Penalty: 4300.958008
	Iteration 24Q: 3 clusters Score -702792.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -702849.625000 Penalty: 4300.958008
	Iteration 25Q: 3 clusters Score -702849.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -702913.187500 Penalty: 4300.958008
	Iteration 26Q: 3 clusters Score -702913.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -702983.375000 Penalty: 4300.958008
	Iteration 27Q: 3 clusters Score -702983.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -703059.437500 Penalty: 4300.958008
	Iteration 28Q: 3 clusters Score -703059.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -703122.250000 Penalty: 4300.958008
	Iteration 29Q: 3 clusters Score -703122.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -703191.250000 Penalty: 4300.958008
	Iteration 30Q: 3 clusters Score -703191.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -703252.625000 Penalty: 4300.958008
	Iteration 31Q: 3 clusters Score -703252.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -703305.062500 Penalty: 4300.958008
	Iteration 32Q: 3 clusters Score -703305.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -703359.937500 Penalty: 4300.958008
	Iteration 33Q: 3 clusters Score -703359.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -703413.437500 Penalty: 4300.958008
	Iteration 34Q: 3 clusters Score -703413.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -703449.687500 Penalty: 4300.958008
	Iteration 35Q: 3 clusters Score -703449.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -703486.875000 Penalty: 4300.958008
	Iteration 36Q: 3 clusters Score -703486.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -703512.562500 Penalty: 4300.958008
	Iteration 37Q: 3 clusters Score -703512.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -703527.812500 Penalty: 4300.958008
	Iteration 38Q: 3 clusters Score -703527.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -703541.375000 Penalty: 4300.958008
	Iteration 39Q: 3 clusters Score -703541.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -703550.875000 Penalty: 4300.958008
	Iteration 40F: 3 clusters Score -703550.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -703561.875000 Penalty: 4300.958008
	Iteration 41Q: 3 clusters Score -703561.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -703571.562500 Penalty: 4300.958008
	Iteration 42Q: 3 clusters Score -703571.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -703580.875000 Penalty: 4300.958008
	Iteration 43Q: 3 clusters Score -703580.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -703591.375000 Penalty: 4300.958008
	Iteration 44Q: 3 clusters Score -703591.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -703597.750000 Penalty: 4300.958008
	Iteration 45Q: 3 clusters Score -703597.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -703604.687500 Penalty: 4300.958008
	Iteration 46Q: 3 clusters Score -703604.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -703616.125000 Penalty: 4300.958008
	Iteration 47Q: 3 clusters Score -703616.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -703621.625000 Penalty: 4300.958008
	Iteration 48Q: 3 clusters Score -703621.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -703623.562500 Penalty: 4300.958008
	Iteration 49Q: 3 clusters Score -703623.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -703629.187500 Penalty: 4300.958008
	Iteration 50Q: 3 clusters Score -703629.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -703632.812500 Penalty: 4300.958008
	Iteration 51Q: 3 clusters Score -703632.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -703633.312500 Penalty: 4300.958008
	Iteration 52Q: 3 clusters Score -703633.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -703635.187500 Penalty: 4300.958008
	Iteration 53Q: 3 clusters Score -703635.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -703635.187500 Penalty: 4300.958008
	Iteration 54F: 3 clusters Score -703635.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Entering Unmasked Estep 
Score: -5178510.000000 Penalty: 2659.025879
	Iteration 0F: 2 clusters Score -5178510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -5147714.000000 Penalty: 5318.051758
	Iteration 0F: 3 clusters Score -5147714 nChanged 20901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -5159546.000000 Penalty: 5318.051758
	Iteration 1F: 3 clusters Score -5159546 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -5160321.000000 Penalty: 5318.051758
	Iteration 2Q: 3 clusters Score -5160321 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -5161076.500000 Penalty: 5318.051758
	Iteration 3Q: 3 clusters Score -5161076 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -5161895.000000 Penalty: 5318.051758
	Iteration 4Q: 3 clusters Score -5161895 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -5162775.000000 Penalty: 5318.051758
	Iteration 5Q: 3 clusters Score -5162775 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -5163733.500000 Penalty: 5318.051758
	Iteration 6Q: 3 clusters Score -5163734 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -5164848.500000 Penalty: 5318.051758
	Iteration 7Q: 3 clusters Score -5164848 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -5166026.500000 Penalty: 5318.051758
	Iteration 8F: 3 clusters Score -5166026 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -5167215.500000 Penalty: 5318.051758
	Iteration 9Q: 3 clusters Score -5167216 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -5168510.500000 Penalty: 5318.051758
	Iteration 10Q: 3 clusters Score -5168510 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -5169903.000000 Penalty: 5318.051758
	Iteration 11Q: 3 clusters Score -5169903 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -5171246.000000 Penalty: 5318.051758
	Iteration 12Q: 3 clusters Score -5171246 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -5172429.000000 Penalty: 5318.051758
	Iteration 13Q: 3 clusters Score -5172429 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -5173371.500000 Penalty: 5318.051758
	Iteration 14Q: 3 clusters Score -5173372 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -5173971.500000 Penalty: 5318.051758
	Iteration 15Q: 3 clusters Score -5173972 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -5174345.000000 Penalty: 5318.051758
	Iteration 16Q: 3 clusters Score -5174345 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -5174619.500000 Penalty: 5318.051758
	Iteration 17Q: 3 clusters Score -5174620 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -5174874.500000 Penalty: 5318.051758
	Iteration 18Q: 3 clusters Score -5174874 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -5175120.500000 Penalty: 5318.051758
	Iteration 19Q: 3 clusters Score -5175120 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -5175290.500000 Penalty: 5318.051758
	Iteration 20F: 3 clusters Score -5175290 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -5175437.500000 Penalty: 5318.051758
	Iteration 21Q: 3 clusters Score -5175438 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -5175553.000000 Penalty: 5318.051758
	Iteration 22Q: 3 clusters Score -5175553 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -5175687.500000 Penalty: 5318.051758
	Iteration 23Q: 3 clusters Score -5175688 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -5175814.500000 Penalty: 5318.051758
	Iteration 24Q: 3 clusters Score -5175814 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -5175926.000000 Penalty: 5318.051758
	Iteration 25Q: 3 clusters Score -5175926 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5176043.500000 Penalty: 5318.051758
	Iteration 26Q: 3 clusters Score -5176044 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5176115.000000 Penalty: 5318.051758
	Iteration 27Q: 3 clusters Score -5176115 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5176183.000000 Penalty: 5318.051758
	Iteration 28Q: 3 clusters Score -5176183 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5176210.500000 Penalty: 5318.051758
	Iteration 29Q: 3 clusters Score -5176210 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5176252.000000 Penalty: 5318.051758
	Iteration 30Q: 3 clusters Score -5176252 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5176285.000000 Penalty: 5318.051758
	Iteration 31Q: 3 clusters Score -5176285 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5176329.500000 Penalty: 5318.051758
	Iteration 32Q: 3 clusters Score -5176330 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5176364.500000 Penalty: 5318.051758
	Iteration 33Q: 3 clusters Score -5176364 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5176384.500000 Penalty: 5318.051758
	Iteration 34Q: 3 clusters Score -5176384 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5176404.000000 Penalty: 5318.051758
	Iteration 35Q: 3 clusters Score -5176404 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5176420.500000 Penalty: 5318.051758
	Iteration 36Q: 3 clusters Score -5176420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5176447.500000 Penalty: 5318.051758
	Iteration 37Q: 3 clusters Score -5176448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5176453.500000 Penalty: 5318.051758
	Iteration 38Q: 3 clusters Score -5176454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5176480.000000 Penalty: 5318.051758
	Iteration 39Q: 3 clusters Score -5176480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5176491.000000 Penalty: 5318.051758
	Iteration 40F: 3 clusters Score -5176491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5176495.000000 Penalty: 5318.051758
	Iteration 41Q: 3 clusters Score -5176495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5176513.000000 Penalty: 5318.051758
	Iteration 42Q: 3 clusters Score -5176513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5176521.500000 Penalty: 5318.051758
	Iteration 43Q: 3 clusters Score -5176522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5176527.000000 Penalty: 5318.051758
	Iteration 44Q: 3 clusters Score -5176527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5176531.500000 Penalty: 5318.051758
	Iteration 45Q: 3 clusters Score -5176532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5176534.500000 Penalty: 5318.051758
	Iteration 46Q: 3 clusters Score -5176534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5176543.500000 Penalty: 5318.051758
	Iteration 47Q: 3 clusters Score -5176544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5176547.500000 Penalty: 5318.051758
	Iteration 48Q: 3 clusters Score -5176548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5176544.000000 Penalty: 5318.051758
	Iteration 49Q: 3 clusters Score -5176544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5176546.000000 Penalty: 5318.051758
	Iteration 50Q: 3 clusters Score -5176546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5176546.500000 Penalty: 5318.051758
	Iteration 51Q: 3 clusters Score -5176546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5176551.000000 Penalty: 5318.051758
	Iteration 52Q: 3 clusters Score -5176551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5176550.000000 Penalty: 5318.051758
	Iteration 53Q: 3 clusters Score -5176550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5176550.500000 Penalty: 5318.051758
	Iteration 54Q: 3 clusters Score -5176550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5176561.000000 Penalty: 5318.051758
	Iteration 55Q: 3 clusters Score -5176561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5176574.500000 Penalty: 5318.051758
	Iteration 56Q: 3 clusters Score -5176574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5176587.500000 Penalty: 5318.051758
	Iteration 57Q: 3 clusters Score -5176588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5176588.000000 Penalty: 5318.051758
	Iteration 58Q: 3 clusters Score -5176588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5176590.500000 Penalty: 5318.051758
	Iteration 59Q: 3 clusters Score -5176590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5176584.500000 Penalty: 5318.051758
	Iteration 60F: 3 clusters Score -5176584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5176591.000000 Penalty: 5318.051758
	Iteration 61Q: 3 clusters Score -5176591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5176596.500000 Penalty: 5318.051758
	Iteration 62Q: 3 clusters Score -5176596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5176592.000000 Penalty: 5318.051758
	Iteration 63Q: 3 clusters Score -5176592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5176595.000000 Penalty: 5318.051758
	Iteration 64Q: 3 clusters Score -5176595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5176595.000000 Penalty: 5318.051758
	Iteration 65Q: 3 clusters Score -5176595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5176595.000000 Penalty: 5318.051758
	Iteration 66F: 3 clusters Score -5176595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (164443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164443 members 
Entering Unmasked Estep 
Score: -20081804.000000 Penalty: 2978.559326
	Iteration 0F: 2 clusters Score -2.00818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82394 members 
Mstep: Class 2 contains 82049 members 
Entering Unmasked Estep 
Score: -19971906.000000 Penalty: 5957.118652
	Iteration 0F: 3 clusters Score -1.997191e+07 nChanged 78742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85428 members 
Mstep: Class 2 contains 79015 members 
Entering Unmasked Estep 
Score: -20017312.000000 Penalty: 5957.118652
	Iteration 1F: 3 clusters Score -2.001731e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87725 members 
Mstep: Class 2 contains 76718 members 
Entering Unmasked Estep 
Score: -20018598.000000 Penalty: 5957.118652
	Iteration 2Q: 3 clusters Score -2.00186e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91339 members 
Mstep: Class 2 contains 73104 members 
Entering Unmasked Estep 
Score: -20020412.000000 Penalty: 5957.118652
	Iteration 3Q: 3 clusters Score -2.002041e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96757 members 
Mstep: Class 2 contains 67686 members 
Entering Unmasked Estep 
Score: -20023296.000000 Penalty: 5957.118652
	Iteration 4Q: 3 clusters Score -2.00233e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104539 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -20027948.000000 Penalty: 5957.118652
	Iteration 5F: 3 clusters Score -2.002795e+07 nChanged 11689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115260 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -20035894.000000 Penalty: 5957.118652
	Iteration 6F: 3 clusters Score -2.003589e+07 nChanged 13420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128062 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -20046472.000000 Penalty: 5957.118652
	Iteration 7F: 3 clusters Score -2.004647e+07 nChanged 12974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140770 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -20057962.000000 Penalty: 5957.118652
	Iteration 8F: 3 clusters Score -2.005796e+07 nChanged 10580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151288 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -20067800.000000 Penalty: 5957.118652
	Iteration 9F: 3 clusters Score -2.00678e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158229 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -20073954.000000 Penalty: 5957.118652
	Iteration 10Q: 3 clusters Score -2.007395e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161865 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -20077120.000000 Penalty: 5957.118652
	Iteration 11Q: 3 clusters Score -2.007712e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163331 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -20078348.000000 Penalty: 5957.118652
	Iteration 12Q: 3 clusters Score -2.007835e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163843 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -20078862.000000 Penalty: 5957.118652
	Iteration 13Q: 3 clusters Score -2.007886e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163983 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -20079012.000000 Penalty: 5957.118652
	Iteration 14Q: 3 clusters Score -2.007901e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164042 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -20079092.000000 Penalty: 5957.118652
	Iteration 15Q: 3 clusters Score -2.007909e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164074 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -20079162.000000 Penalty: 5957.118652
	Iteration 16Q: 3 clusters Score -2.007916e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164098 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -20079184.000000 Penalty: 5957.118652
	Iteration 17Q: 3 clusters Score -2.007918e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164113 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -20079200.000000 Penalty: 5957.118652
	Iteration 18Q: 3 clusters Score -2.00792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164116 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -20079214.000000 Penalty: 5957.118652
	Iteration 19Q: 3 clusters Score -2.007921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164119 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -20079206.000000 Penalty: 5957.118652
	Iteration 20F: 3 clusters Score -2.007921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164122 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -20079208.000000 Penalty: 5957.118652
	Iteration 21Q: 3 clusters Score -2.007921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164124 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -20079208.000000 Penalty: 5957.118652
	Iteration 22Q: 3 clusters Score -2.007921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164125 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -20079214.000000 Penalty: 5957.118652
	Iteration 23Q: 3 clusters Score -2.007921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164124 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -20079212.000000 Penalty: 5957.118652
	Iteration 24Q: 3 clusters Score -2.007921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164127 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -20079212.000000 Penalty: 5957.118652
	Iteration 25Q: 3 clusters Score -2.007921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164126 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -20079220.000000 Penalty: 5957.118652
	Iteration 26Q: 3 clusters Score -2.007922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164126 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -20079220.000000 Penalty: 5957.118652
	Iteration 27F: 3 clusters Score -2.007922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Entering Unmasked Estep 
Score: -1014294.750000 Penalty: 2252.179932
	Iteration 0F: 2 clusters Score -1014295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1007440.562500 Penalty: 4504.359863
	Iteration 0F: 3 clusters Score -1007441 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1009361.250000 Penalty: 4504.359863
	Iteration 1F: 3 clusters Score -1009361 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1009609.500000 Penalty: 4504.359863
	Iteration 2F: 3 clusters Score -1009610 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1009770.562500 Penalty: 4504.359863
	Iteration 3Q: 3 clusters Score -1009771 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1009900.562500 Penalty: 4504.359863
	Iteration 4Q: 3 clusters Score -1009901 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1010019.250000 Penalty: 4504.359863
	Iteration 5Q: 3 clusters Score -1010019 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1010144.062500 Penalty: 4504.359863
	Iteration 6Q: 3 clusters Score -1010144 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1010312.812500 Penalty: 4504.359863
	Iteration 7Q: 3 clusters Score -1010313 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1010547.312500 Penalty: 4504.359863
	Iteration 8Q: 3 clusters Score -1010547 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1010800.875000 Penalty: 4504.359863
	Iteration 9Q: 3 clusters Score -1010801 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1011049.125000 Penalty: 4504.359863
	Iteration 10Q: 3 clusters Score -1011049 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1011303.500000 Penalty: 4504.359863
	Iteration 11Q: 3 clusters Score -1011304 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1011564.500000 Penalty: 4504.359863
	Iteration 12Q: 3 clusters Score -1011564 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1011776.687500 Penalty: 4504.359863
	Iteration 13Q: 3 clusters Score -1011777 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1011927.875000 Penalty: 4504.359863
	Iteration 14Q: 3 clusters Score -1011928 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1012027.062500 Penalty: 4504.359863
	Iteration 15Q: 3 clusters Score -1012027 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1012110.250000 Penalty: 4504.359863
	Iteration 16Q: 3 clusters Score -1012110 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1012177.250000 Penalty: 4504.359863
	Iteration 17Q: 3 clusters Score -1012177 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1012234.875000 Penalty: 4504.359863
	Iteration 18Q: 3 clusters Score -1012235 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1012282.562500 Penalty: 4504.359863
	Iteration 19Q: 3 clusters Score -1012283 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1012317.562500 Penalty: 4504.359863
	Iteration 20F: 3 clusters Score -1012318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1012342.625000 Penalty: 4504.359863
	Iteration 21Q: 3 clusters Score -1012343 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1012356.625000 Penalty: 4504.359863
	Iteration 22Q: 3 clusters Score -1012357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1012370.625000 Penalty: 4504.359863
	Iteration 23Q: 3 clusters Score -1012371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1012377.187500 Penalty: 4504.359863
	Iteration 24Q: 3 clusters Score -1012377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1012385.250000 Penalty: 4504.359863
	Iteration 25Q: 3 clusters Score -1012385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1012390.250000 Penalty: 4504.359863
	Iteration 26Q: 3 clusters Score -1012390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1012394.250000 Penalty: 4504.359863
	Iteration 27Q: 3 clusters Score -1012394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1012401.437500 Penalty: 4504.359863
	Iteration 28Q: 3 clusters Score -1012401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1012406.000000 Penalty: 4504.359863
	Iteration 29Q: 3 clusters Score -1012406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1012409.437500 Penalty: 4504.359863
	Iteration 30Q: 3 clusters Score -1012409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1012413.687500 Penalty: 4504.359863
	Iteration 31Q: 3 clusters Score -1012414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1012420.125000 Penalty: 4504.359863
	Iteration 32Q: 3 clusters Score -1012420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1012425.937500 Penalty: 4504.359863
	Iteration 33Q: 3 clusters Score -1012426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1012436.687500 Penalty: 4504.359863
	Iteration 34Q: 3 clusters Score -1012437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1012438.875000 Penalty: 4504.359863
	Iteration 35Q: 3 clusters Score -1012439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1012441.000000 Penalty: 4504.359863
	Iteration 36Q: 3 clusters Score -1012441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1012442.875000 Penalty: 4504.359863
	Iteration 37Q: 3 clusters Score -1012443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1012443.750000 Penalty: 4504.359863
	Iteration 38Q: 3 clusters Score -1012444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1012443.750000 Penalty: 4504.359863
	Iteration 39F: 3 clusters Score -1012444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64741 members 
Entering Unmasked Estep 
Score: -7950463.500000 Penalty: 2747.381104
	Iteration 0F: 2 clusters Score -7950464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -7907154.500000 Penalty: 5494.762207
	Iteration 0F: 3 clusters Score -7907154 nChanged 30124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -7924349.500000 Penalty: 5494.762207
	Iteration 1F: 3 clusters Score -7924350 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -7925281.000000 Penalty: 5494.762207
	Iteration 2Q: 3 clusters Score -7925281 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -7926180.000000 Penalty: 5494.762207
	Iteration 3Q: 3 clusters Score -7926180 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -7927242.500000 Penalty: 5494.762207
	Iteration 4Q: 3 clusters Score -7927242 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -7928384.000000 Penalty: 5494.762207
	Iteration 5Q: 3 clusters Score -7928384 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -7929579.000000 Penalty: 5494.762207
	Iteration 6Q: 3 clusters Score -7929579 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -7931005.000000 Penalty: 5494.762207
	Iteration 7Q: 3 clusters Score -7931005 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -7932635.000000 Penalty: 5494.762207
	Iteration 8Q: 3 clusters Score -7932635 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -7934204.500000 Penalty: 5494.762207
	Iteration 9Q: 3 clusters Score -7934204 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -7935758.500000 Penalty: 5494.762207
	Iteration 10Q: 3 clusters Score -7935758 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -7937235.500000 Penalty: 5494.762207
	Iteration 11Q: 3 clusters Score -7937236 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -7938673.500000 Penalty: 5494.762207
	Iteration 12Q: 3 clusters Score -7938674 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -7939552.500000 Penalty: 5494.762207
	Iteration 13Q: 3 clusters Score -7939552 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -7940152.000000 Penalty: 5494.762207
	Iteration 14Q: 3 clusters Score -7940152 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -7940551.000000 Penalty: 5494.762207
	Iteration 15Q: 3 clusters Score -7940551 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -7940826.000000 Penalty: 5494.762207
	Iteration 16Q: 3 clusters Score -7940826 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -7941045.500000 Penalty: 5494.762207
	Iteration 17Q: 3 clusters Score -7941046 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45750 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -7941278.000000 Penalty: 5494.762207
	Iteration 18Q: 3 clusters Score -7941278 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -7941512.000000 Penalty: 5494.762207
	Iteration 19Q: 3 clusters Score -7941512 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -7941753.000000 Penalty: 5494.762207
	Iteration 20F: 3 clusters Score -7941753 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -7941977.500000 Penalty: 5494.762207
	Iteration 21Q: 3 clusters Score -7941978 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -7942221.500000 Penalty: 5494.762207
	Iteration 22Q: 3 clusters Score -7942222 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -7942483.000000 Penalty: 5494.762207
	Iteration 23Q: 3 clusters Score -7942483 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -7942724.500000 Penalty: 5494.762207
	Iteration 24Q: 3 clusters Score -7942724 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -7942979.500000 Penalty: 5494.762207
	Iteration 25Q: 3 clusters Score -7942980 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -7943283.500000 Penalty: 5494.762207
	Iteration 26Q: 3 clusters Score -7943284 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -7943552.000000 Penalty: 5494.762207
	Iteration 27Q: 3 clusters Score -7943552 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -7943857.500000 Penalty: 5494.762207
	Iteration 28Q: 3 clusters Score -7943858 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55197 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -7944162.500000 Penalty: 5494.762207
	Iteration 29Q: 3 clusters Score -7944162 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56016 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -7944507.500000 Penalty: 5494.762207
	Iteration 30Q: 3 clusters Score -7944508 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -7944802.000000 Penalty: 5494.762207
	Iteration 31Q: 3 clusters Score -7944802 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57607 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -7945119.500000 Penalty: 5494.762207
	Iteration 32Q: 3 clusters Score -7945120 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58330 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -7945376.500000 Penalty: 5494.762207
	Iteration 33Q: 3 clusters Score -7945376 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58980 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -7945630.000000 Penalty: 5494.762207
	Iteration 34Q: 3 clusters Score -7945630 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59582 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -7945857.500000 Penalty: 5494.762207
	Iteration 35Q: 3 clusters Score -7945858 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60160 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -7946110.500000 Penalty: 5494.762207
	Iteration 36Q: 3 clusters Score -7946110 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60733 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -7946392.500000 Penalty: 5494.762207
	Iteration 37Q: 3 clusters Score -7946392 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -7946620.500000 Penalty: 5494.762207
	Iteration 38Q: 3 clusters Score -7946620 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61720 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -7946848.000000 Penalty: 5494.762207
	Iteration 39Q: 3 clusters Score -7946848 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62120 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -7947048.500000 Penalty: 5494.762207
	Iteration 40F: 3 clusters Score -7947048 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62453 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -7947211.500000 Penalty: 5494.762207
	Iteration 41Q: 3 clusters Score -7947212 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62729 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -7947356.000000 Penalty: 5494.762207
	Iteration 42Q: 3 clusters Score -7947356 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62958 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -7947470.500000 Penalty: 5494.762207
	Iteration 43Q: 3 clusters Score -7947470 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63163 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -7947566.500000 Penalty: 5494.762207
	Iteration 44Q: 3 clusters Score -7947566 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63334 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -7947664.000000 Penalty: 5494.762207
	Iteration 45Q: 3 clusters Score -7947664 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63478 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -7947753.500000 Penalty: 5494.762207
	Iteration 46Q: 3 clusters Score -7947754 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63596 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -7947827.500000 Penalty: 5494.762207
	Iteration 47Q: 3 clusters Score -7947828 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63699 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7947884.500000 Penalty: 5494.762207
	Iteration 48Q: 3 clusters Score -7947884 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63778 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7947944.000000 Penalty: 5494.762207
	Iteration 49Q: 3 clusters Score -7947944 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63845 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7947987.500000 Penalty: 5494.762207
	Iteration 50Q: 3 clusters Score -7947988 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63900 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7948013.500000 Penalty: 5494.762207
	Iteration 51Q: 3 clusters Score -7948014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63931 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7948017.500000 Penalty: 5494.762207
	Iteration 52Q: 3 clusters Score -7948018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63959 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -7948037.000000 Penalty: 5494.762207
	Iteration 53Q: 3 clusters Score -7948037 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7948032.000000 Penalty: 5494.762207
	Iteration 54Q: 3 clusters Score -7948032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64002 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7948046.500000 Penalty: 5494.762207
	Iteration 55Q: 3 clusters Score -7948046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7948051.500000 Penalty: 5494.762207
	Iteration 56Q: 3 clusters Score -7948052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64035 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7948061.000000 Penalty: 5494.762207
	Iteration 57Q: 3 clusters Score -7948061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64045 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7948073.000000 Penalty: 5494.762207
	Iteration 58Q: 3 clusters Score -7948073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64052 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7948075.000000 Penalty: 5494.762207
	Iteration 59Q: 3 clusters Score -7948075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7948085.000000 Penalty: 5494.762207
	Iteration 60F: 3 clusters Score -7948085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64073 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7948085.000000 Penalty: 5494.762207
	Iteration 61Q: 3 clusters Score -7948085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64083 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7948088.500000 Penalty: 5494.762207
	Iteration 62Q: 3 clusters Score -7948088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64087 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7948090.000000 Penalty: 5494.762207
	Iteration 63Q: 3 clusters Score -7948090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64092 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7948093.500000 Penalty: 5494.762207
	Iteration 64Q: 3 clusters Score -7948094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64096 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -7948094.500000 Penalty: 5494.762207
	Iteration 65Q: 3 clusters Score -7948094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64100 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7948102.500000 Penalty: 5494.762207
	Iteration 66Q: 3 clusters Score -7948102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64105 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7948101.500000 Penalty: 5494.762207
	Iteration 67Q: 3 clusters Score -7948102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64110 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7948102.000000 Penalty: 5494.762207
	Iteration 68Q: 3 clusters Score -7948102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64111 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -7948100.500000 Penalty: 5494.762207
	Iteration 69Q: 3 clusters Score -7948100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64113 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -7948107.000000 Penalty: 5494.762207
	Iteration 70Q: 3 clusters Score -7948107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64114 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7948105.000000 Penalty: 5494.762207
	Iteration 71Q: 3 clusters Score -7948105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64114 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7948105.000000 Penalty: 5494.762207
	Iteration 72F: 3 clusters Score -7948105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -82635.742188 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -82635.74 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 363 members 
Entering Unmasked Estep 
Score: -80898.492188 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -80898.49 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -81138.882812 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -81138.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -81222.976562 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -81222.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -81260.500000 Penalty: 3266.741211
	Iteration 3Q: 3 clusters Score -81260.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -81277.859375 Penalty: 3266.741211
	Iteration 4Q: 3 clusters Score -81277.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -81284.742188 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -81284.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -81287.843750 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -81287.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -81292.054688 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -81292.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -81294.015625 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -81294.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -81295.523438 Penalty: 3266.741211
	Iteration 9Q: 3 clusters Score -81295.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -81295.523438 Penalty: 3266.741211
	Iteration 10F: 3 clusters Score -81295.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (158398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158398 members 
Entering Unmasked Estep 
Score: -19490834.000000 Penalty: 2969.270752
	Iteration 0F: 2 clusters Score -1.949083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79286 members 
Mstep: Class 2 contains 79112 members 
Entering Unmasked Estep 
Score: -19385286.000000 Penalty: 5938.541504
	Iteration 0F: 3 clusters Score -1.938529e+07 nChanged 75639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81395 members 
Mstep: Class 2 contains 77003 members 
Entering Unmasked Estep 
Score: -19429940.000000 Penalty: 5938.541504
	Iteration 1F: 3 clusters Score -1.942994e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83249 members 
Mstep: Class 2 contains 75149 members 
Entering Unmasked Estep 
Score: -19432088.000000 Penalty: 5938.541504
	Iteration 2Q: 3 clusters Score -1.943209e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86379 members 
Mstep: Class 2 contains 72019 members 
Entering Unmasked Estep 
Score: -19435702.000000 Penalty: 5938.541504
	Iteration 3F: 3 clusters Score -1.94357e+07 nChanged 10010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91007 members 
Mstep: Class 2 contains 67391 members 
Entering Unmasked Estep 
Score: -19441566.000000 Penalty: 5938.541504
	Iteration 4F: 3 clusters Score -1.944157e+07 nChanged 11450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96939 members 
Mstep: Class 2 contains 61459 members 
Entering Unmasked Estep 
Score: -19448928.000000 Penalty: 5938.541504
	Iteration 5F: 3 clusters Score -1.944893e+07 nChanged 11561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103200 members 
Mstep: Class 2 contains 55198 members 
Entering Unmasked Estep 
Score: -19456612.000000 Penalty: 5938.541504
	Iteration 6F: 3 clusters Score -1.945661e+07 nChanged 10315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108847 members 
Mstep: Class 2 contains 49551 members 
Entering Unmasked Estep 
Score: -19464400.000000 Penalty: 5938.541504
	Iteration 7F: 3 clusters Score -1.94644e+07 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113201 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -19471688.000000 Penalty: 5938.541504
	Iteration 8F: 3 clusters Score -1.947169e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115977 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -19477016.000000 Penalty: 5938.541504
	Iteration 9Q: 3 clusters Score -1.947702e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117639 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -19479266.000000 Penalty: 5938.541504
	Iteration 10Q: 3 clusters Score -1.947927e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118982 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -19480370.000000 Penalty: 5938.541504
	Iteration 11Q: 3 clusters Score -1.948037e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120155 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -19480928.000000 Penalty: 5938.541504
	Iteration 12Q: 3 clusters Score -1.948093e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121261 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -19481390.000000 Penalty: 5938.541504
	Iteration 13Q: 3 clusters Score -1.948139e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122315 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -19481722.000000 Penalty: 5938.541504
	Iteration 14Q: 3 clusters Score -1.948172e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123390 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -19482024.000000 Penalty: 5938.541504
	Iteration 15Q: 3 clusters Score -1.948202e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124454 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -19482332.000000 Penalty: 5938.541504
	Iteration 16Q: 3 clusters Score -1.948233e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125489 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -19482578.000000 Penalty: 5938.541504
	Iteration 17Q: 3 clusters Score -1.948258e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126529 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -19482826.000000 Penalty: 5938.541504
	Iteration 18Q: 3 clusters Score -1.948283e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127630 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -19482964.000000 Penalty: 5938.541504
	Iteration 19Q: 3 clusters Score -1.948296e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128682 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -19483238.000000 Penalty: 5938.541504
	Iteration 20F: 3 clusters Score -1.948324e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129777 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -19483548.000000 Penalty: 5938.541504
	Iteration 21Q: 3 clusters Score -1.948355e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130827 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -19483812.000000 Penalty: 5938.541504
	Iteration 22Q: 3 clusters Score -1.948381e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131907 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -19484002.000000 Penalty: 5938.541504
	Iteration 23Q: 3 clusters Score -1.9484e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132978 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -19484230.000000 Penalty: 5938.541504
	Iteration 24Q: 3 clusters Score -1.948423e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134037 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -19484406.000000 Penalty: 5938.541504
	Iteration 25Q: 3 clusters Score -1.948441e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135084 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -19484648.000000 Penalty: 5938.541504
	Iteration 26Q: 3 clusters Score -1.948465e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136118 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -19484914.000000 Penalty: 5938.541504
	Iteration 27Q: 3 clusters Score -1.948491e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137142 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -19485212.000000 Penalty: 5938.541504
	Iteration 28Q: 3 clusters Score -1.948521e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138220 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -19485510.000000 Penalty: 5938.541504
	Iteration 29Q: 3 clusters Score -1.948551e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139239 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -19485748.000000 Penalty: 5938.541504
	Iteration 30Q: 3 clusters Score -1.948575e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140241 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -19486002.000000 Penalty: 5938.541504
	Iteration 31Q: 3 clusters Score -1.9486e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141155 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -19486272.000000 Penalty: 5938.541504
	Iteration 32Q: 3 clusters Score -1.948627e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142071 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -19486468.000000 Penalty: 5938.541504
	Iteration 33Q: 3 clusters Score -1.948647e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142952 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -19486746.000000 Penalty: 5938.541504
	Iteration 34Q: 3 clusters Score -1.948675e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143786 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -19486954.000000 Penalty: 5938.541504
	Iteration 35Q: 3 clusters Score -1.948695e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144562 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -19487228.000000 Penalty: 5938.541504
	Iteration 36Q: 3 clusters Score -1.948723e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145307 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -19487418.000000 Penalty: 5938.541504
	Iteration 37Q: 3 clusters Score -1.948742e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145998 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -19487592.000000 Penalty: 5938.541504
	Iteration 38Q: 3 clusters Score -1.948759e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146663 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -19487786.000000 Penalty: 5938.541504
	Iteration 39Q: 3 clusters Score -1.948779e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147299 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -19487868.000000 Penalty: 5938.541504
	Iteration 40F: 3 clusters Score -1.948787e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147909 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -19488070.000000 Penalty: 5938.541504
	Iteration 41Q: 3 clusters Score -1.948807e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148450 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -19488256.000000 Penalty: 5938.541504
	Iteration 42Q: 3 clusters Score -1.948826e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148919 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -19488332.000000 Penalty: 5938.541504
	Iteration 43Q: 3 clusters Score -1.948833e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149384 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -19488526.000000 Penalty: 5938.541504
	Iteration 44Q: 3 clusters Score -1.948853e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149808 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -19488632.000000 Penalty: 5938.541504
	Iteration 45Q: 3 clusters Score -1.948863e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150223 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -19488654.000000 Penalty: 5938.541504
	Iteration 46Q: 3 clusters Score -1.948865e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150601 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -19488744.000000 Penalty: 5938.541504
	Iteration 47Q: 3 clusters Score -1.948874e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151008 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -19488914.000000 Penalty: 5938.541504
	Iteration 48Q: 3 clusters Score -1.948891e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151368 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -19489002.000000 Penalty: 5938.541504
	Iteration 49Q: 3 clusters Score -1.9489e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151680 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -19489042.000000 Penalty: 5938.541504
	Iteration 50Q: 3 clusters Score -1.948904e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151944 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -19489088.000000 Penalty: 5938.541504
	Iteration 51Q: 3 clusters Score -1.948909e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152192 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -19489116.000000 Penalty: 5938.541504
	Iteration 52Q: 3 clusters Score -1.948912e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152409 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -19489086.000000 Penalty: 5938.541504
	Iteration 53Q: 3 clusters Score -1.948909e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152612 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -19489172.000000 Penalty: 5938.541504
	Iteration 54Q: 3 clusters Score -1.948917e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152791 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -19489204.000000 Penalty: 5938.541504
	Iteration 55Q: 3 clusters Score -1.94892e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152975 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -19489232.000000 Penalty: 5938.541504
	Iteration 56Q: 3 clusters Score -1.948923e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153144 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -19489324.000000 Penalty: 5938.541504
	Iteration 57Q: 3 clusters Score -1.948932e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153333 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -19489304.000000 Penalty: 5938.541504
	Iteration 58Q: 3 clusters Score -1.94893e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153501 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -19489396.000000 Penalty: 5938.541504
	Iteration 59Q: 3 clusters Score -1.94894e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153655 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -19489424.000000 Penalty: 5938.541504
	Iteration 60F: 3 clusters Score -1.948942e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153806 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -19489430.000000 Penalty: 5938.541504
	Iteration 61Q: 3 clusters Score -1.948943e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153928 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -19489446.000000 Penalty: 5938.541504
	Iteration 62Q: 3 clusters Score -1.948945e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154025 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -19489458.000000 Penalty: 5938.541504
	Iteration 63Q: 3 clusters Score -1.948946e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154110 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -19489460.000000 Penalty: 5938.541504
	Iteration 64Q: 3 clusters Score -1.948946e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154201 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -19489474.000000 Penalty: 5938.541504
	Iteration 65Q: 3 clusters Score -1.948947e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154282 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -19489450.000000 Penalty: 5938.541504
	Iteration 66Q: 3 clusters Score -1.948945e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154355 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -19489506.000000 Penalty: 5938.541504
	Iteration 67Q: 3 clusters Score -1.948951e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154416 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -19489502.000000 Penalty: 5938.541504
	Iteration 68Q: 3 clusters Score -1.94895e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154464 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -19489534.000000 Penalty: 5938.541504
	Iteration 69Q: 3 clusters Score -1.948953e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154502 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -19489538.000000 Penalty: 5938.541504
	Iteration 70Q: 3 clusters Score -1.948954e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154522 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -19489544.000000 Penalty: 5938.541504
	Iteration 71Q: 3 clusters Score -1.948954e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154539 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -19489552.000000 Penalty: 5938.541504
	Iteration 72Q: 3 clusters Score -1.948955e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154554 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -19489538.000000 Penalty: 5938.541504
	Iteration 73Q: 3 clusters Score -1.948954e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154562 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -19489568.000000 Penalty: 5938.541504
	Iteration 74Q: 3 clusters Score -1.948957e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154575 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -19489572.000000 Penalty: 5938.541504
	Iteration 75Q: 3 clusters Score -1.948957e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154584 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -19489572.000000 Penalty: 5938.541504
	Iteration 76Q: 3 clusters Score -1.948957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154590 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -19489566.000000 Penalty: 5938.541504
	Iteration 77Q: 3 clusters Score -1.948957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154596 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -19489560.000000 Penalty: 5938.541504
	Iteration 78Q: 3 clusters Score -1.948956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154602 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -19489548.000000 Penalty: 5938.541504
	Iteration 79Q: 3 clusters Score -1.948955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154607 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -19489556.000000 Penalty: 5938.541504
	Iteration 80F: 3 clusters Score -1.948956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154612 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -19489562.000000 Penalty: 5938.541504
	Iteration 81Q: 3 clusters Score -1.948956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154622 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -19489554.000000 Penalty: 5938.541504
	Iteration 82Q: 3 clusters Score -1.948955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154628 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -19489568.000000 Penalty: 5938.541504
	Iteration 83Q: 3 clusters Score -1.948957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154633 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -19489578.000000 Penalty: 5938.541504
	Iteration 84Q: 3 clusters Score -1.948958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154635 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -19489570.000000 Penalty: 5938.541504
	Iteration 85Q: 3 clusters Score -1.948957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154637 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -19489564.000000 Penalty: 5938.541504
	Iteration 86Q: 3 clusters Score -1.948956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154640 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -19489564.000000 Penalty: 5938.541504
	Iteration 87Q: 3 clusters Score -1.948956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154642 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -19489554.000000 Penalty: 5938.541504
	Iteration 88Q: 3 clusters Score -1.948955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154645 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -19489578.000000 Penalty: 5938.541504
	Iteration 89Q: 3 clusters Score -1.948958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154645 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -19489578.000000 Penalty: 5938.541504
	Iteration 90F: 3 clusters Score -1.948958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57095 members 
Entering Unmasked Estep 
Score: -6821963.000000 Penalty: 2716.212891
	Iteration 0F: 2 clusters Score -6821963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -6783517.500000 Penalty: 5432.425781
	Iteration 0F: 3 clusters Score -6783518 nChanged 26612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -6798629.500000 Penalty: 5432.425781
	Iteration 1F: 3 clusters Score -6798630 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -6799656.000000 Penalty: 5432.425781
	Iteration 2Q: 3 clusters Score -6799656 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -6801061.500000 Penalty: 5432.425781
	Iteration 3F: 3 clusters Score -6801062 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -6803093.500000 Penalty: 5432.425781
	Iteration 4F: 3 clusters Score -6803094 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -6805954.000000 Penalty: 5432.425781
	Iteration 5F: 3 clusters Score -6805954 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -6809730.000000 Penalty: 5432.425781
	Iteration 6F: 3 clusters Score -6809730 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -6813601.500000 Penalty: 5432.425781
	Iteration 7F: 3 clusters Score -6813602 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -6816611.000000 Penalty: 5432.425781
	Iteration 8F: 3 clusters Score -6816611 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6818310.000000 Penalty: 5432.425781
	Iteration 9Q: 3 clusters Score -6818310 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56306 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6819071.000000 Penalty: 5432.425781
	Iteration 10Q: 3 clusters Score -6819071 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56594 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6819350.500000 Penalty: 5432.425781
	Iteration 11Q: 3 clusters Score -6819350 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56688 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6819486.500000 Penalty: 5432.425781
	Iteration 12Q: 3 clusters Score -6819486 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56726 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6819527.500000 Penalty: 5432.425781
	Iteration 13Q: 3 clusters Score -6819528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56741 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6819547.000000 Penalty: 5432.425781
	Iteration 14Q: 3 clusters Score -6819547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56758 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6819573.500000 Penalty: 5432.425781
	Iteration 15Q: 3 clusters Score -6819574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56770 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6819588.000000 Penalty: 5432.425781
	Iteration 16Q: 3 clusters Score -6819588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56783 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6819613.500000 Penalty: 5432.425781
	Iteration 17Q: 3 clusters Score -6819614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6819629.000000 Penalty: 5432.425781
	Iteration 18Q: 3 clusters Score -6819629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6819637.000000 Penalty: 5432.425781
	Iteration 19Q: 3 clusters Score -6819637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56798 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6819640.000000 Penalty: 5432.425781
	Iteration 20F: 3 clusters Score -6819640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56801 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6819657.500000 Penalty: 5432.425781
	Iteration 21Q: 3 clusters Score -6819658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56801 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6819655.500000 Penalty: 5432.425781
	Iteration 22Q: 3 clusters Score -6819656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56804 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6819660.000000 Penalty: 5432.425781
	Iteration 23Q: 3 clusters Score -6819660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56807 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6819658.500000 Penalty: 5432.425781
	Iteration 24Q: 3 clusters Score -6819658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56808 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6819665.000000 Penalty: 5432.425781
	Iteration 25Q: 3 clusters Score -6819665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56807 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6819658.500000 Penalty: 5432.425781
	Iteration 26Q: 3 clusters Score -6819658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56808 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6819662.000000 Penalty: 5432.425781
	Iteration 27Q: 3 clusters Score -6819662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56809 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6819666.500000 Penalty: 5432.425781
	Iteration 28Q: 3 clusters Score -6819666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56809 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6819666.500000 Penalty: 5432.425781
	Iteration 29F: 3 clusters Score -6819666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Entering Unmasked Estep 
Score: -769537.500000 Penalty: 2177.024902
	Iteration 0F: 2 clusters Score -769537.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -764065.562500 Penalty: 4354.049805
	Iteration 0F: 3 clusters Score -764065.6 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -765462.312500 Penalty: 4354.049805
	Iteration 1F: 3 clusters Score -765462.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -765797.250000 Penalty: 4354.049805
	Iteration 2F: 3 clusters Score -765797.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -766098.187500 Penalty: 4354.049805
	Iteration 3F: 3 clusters Score -766098.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -766381.937500 Penalty: 4354.049805
	Iteration 4F: 3 clusters Score -766381.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -766603.875000 Penalty: 4354.049805
	Iteration 5F: 3 clusters Score -766603.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -766776.062500 Penalty: 4354.049805
	Iteration 6Q: 3 clusters Score -766776.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -766927.250000 Penalty: 4354.049805
	Iteration 7Q: 3 clusters Score -766927.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -767061.375000 Penalty: 4354.049805
	Iteration 8Q: 3 clusters Score -767061.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -767163.562500 Penalty: 4354.049805
	Iteration 9Q: 3 clusters Score -767163.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -767241.562500 Penalty: 4354.049805
	Iteration 10Q: 3 clusters Score -767241.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -767305.125000 Penalty: 4354.049805
	Iteration 11Q: 3 clusters Score -767305.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -767360.375000 Penalty: 4354.049805
	Iteration 12Q: 3 clusters Score -767360.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -767408.500000 Penalty: 4354.049805
	Iteration 13Q: 3 clusters Score -767408.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -767455.937500 Penalty: 4354.049805
	Iteration 14Q: 3 clusters Score -767455.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -767486.000000 Penalty: 4354.049805
	Iteration 15Q: 3 clusters Score -767486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -767515.125000 Penalty: 4354.049805
	Iteration 16Q: 3 clusters Score -767515.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -767545.500000 Penalty: 4354.049805
	Iteration 17Q: 3 clusters Score -767545.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -767558.812500 Penalty: 4354.049805
	Iteration 18Q: 3 clusters Score -767558.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -767572.625000 Penalty: 4354.049805
	Iteration 19Q: 3 clusters Score -767572.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -767585.312500 Penalty: 4354.049805
	Iteration 20F: 3 clusters Score -767585.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -767598.750000 Penalty: 4354.049805
	Iteration 21Q: 3 clusters Score -767598.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -767604.375000 Penalty: 4354.049805
	Iteration 22Q: 3 clusters Score -767604.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -767614.187500 Penalty: 4354.049805
	Iteration 23Q: 3 clusters Score -767614.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -767626.250000 Penalty: 4354.049805
	Iteration 24Q: 3 clusters Score -767626.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -767630.375000 Penalty: 4354.049805
	Iteration 25Q: 3 clusters Score -767630.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -767635.437500 Penalty: 4354.049805
	Iteration 26Q: 3 clusters Score -767635.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -767637.500000 Penalty: 4354.049805
	Iteration 27Q: 3 clusters Score -767637.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -767640.937500 Penalty: 4354.049805
	Iteration 28Q: 3 clusters Score -767640.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -767644.000000 Penalty: 4354.049805
	Iteration 29Q: 3 clusters Score -767644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -767650.125000 Penalty: 4354.049805
	Iteration 30Q: 3 clusters Score -767650.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -767654.750000 Penalty: 4354.049805
	Iteration 31Q: 3 clusters Score -767654.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -767658.812500 Penalty: 4354.049805
	Iteration 32Q: 3 clusters Score -767658.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -767662.062500 Penalty: 4354.049805
	Iteration 33Q: 3 clusters Score -767662.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -767664.625000 Penalty: 4354.049805
	Iteration 34Q: 3 clusters Score -767664.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -767669.750000 Penalty: 4354.049805
	Iteration 35Q: 3 clusters Score -767669.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -767674.562500 Penalty: 4354.049805
	Iteration 36Q: 3 clusters Score -767674.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -767683.125000 Penalty: 4354.049805
	Iteration 37Q: 3 clusters Score -767683.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -767689.625000 Penalty: 4354.049805
	Iteration 38Q: 3 clusters Score -767689.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -767701.562500 Penalty: 4354.049805
	Iteration 39Q: 3 clusters Score -767701.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -767711.375000 Penalty: 4354.049805
	Iteration 40F: 3 clusters Score -767711.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -767718.312500 Penalty: 4354.049805
	Iteration 41Q: 3 clusters Score -767718.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -767726.562500 Penalty: 4354.049805
	Iteration 42Q: 3 clusters Score -767726.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -767733.562500 Penalty: 4354.049805
	Iteration 43Q: 3 clusters Score -767733.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -767743.125000 Penalty: 4354.049805
	Iteration 44Q: 3 clusters Score -767743.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -767752.875000 Penalty: 4354.049805
	Iteration 45Q: 3 clusters Score -767752.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -767761.375000 Penalty: 4354.049805
	Iteration 46Q: 3 clusters Score -767761.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -767771.250000 Penalty: 4354.049805
	Iteration 47Q: 3 clusters Score -767771.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -767782.500000 Penalty: 4354.049805
	Iteration 48Q: 3 clusters Score -767782.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -767789.562500 Penalty: 4354.049805
	Iteration 49Q: 3 clusters Score -767789.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -767801.812500 Penalty: 4354.049805
	Iteration 50Q: 3 clusters Score -767801.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -767809.000000 Penalty: 4354.049805
	Iteration 51Q: 3 clusters Score -767809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -767824.687500 Penalty: 4354.049805
	Iteration 52Q: 3 clusters Score -767824.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -767832.500000 Penalty: 4354.049805
	Iteration 53Q: 3 clusters Score -767832.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -767839.437500 Penalty: 4354.049805
	Iteration 54Q: 3 clusters Score -767839.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -767850.937500 Penalty: 4354.049805
	Iteration 55Q: 3 clusters Score -767850.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -767864.937500 Penalty: 4354.049805
	Iteration 56Q: 3 clusters Score -767864.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -767878.250000 Penalty: 4354.049805
	Iteration 57Q: 3 clusters Score -767878.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -767890.937500 Penalty: 4354.049805
	Iteration 58Q: 3 clusters Score -767890.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -767900.875000 Penalty: 4354.049805
	Iteration 59Q: 3 clusters Score -767900.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -767908.125000 Penalty: 4354.049805
	Iteration 60F: 3 clusters Score -767908.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -767908.062500 Penalty: 4354.049805
	Iteration 61Q: 3 clusters Score -767908.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -767909.125000 Penalty: 4354.049805
	Iteration 62Q: 3 clusters Score -767909.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -767910.500000 Penalty: 4354.049805
	Iteration 63Q: 3 clusters Score -767910.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -767914.125000 Penalty: 4354.049805
	Iteration 64Q: 3 clusters Score -767914.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -767915.687500 Penalty: 4354.049805
	Iteration 65Q: 3 clusters Score -767915.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -767915.875000 Penalty: 4354.049805
	Iteration 66Q: 3 clusters Score -767915.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -767915.875000 Penalty: 4354.049805
	Iteration 67F: 3 clusters Score -767915.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Entering Unmasked Estep 
Score: -331232.812500 Penalty: 1966.333984
	Iteration 0F: 2 clusters Score -331232.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -328117.562500 Penalty: 3932.667969
	Iteration 0F: 3 clusters Score -328117.6 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -328830.187500 Penalty: 3932.667969
	Iteration 1F: 3 clusters Score -328830.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -329058.562500 Penalty: 3932.667969
	Iteration 2F: 3 clusters Score -329058.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -329231.000000 Penalty: 3932.667969
	Iteration 3F: 3 clusters Score -329231 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -329356.250000 Penalty: 3932.667969
	Iteration 4Q: 3 clusters Score -329356.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -329456.781250 Penalty: 3932.667969
	Iteration 5Q: 3 clusters Score -329456.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -329525.906250 Penalty: 3932.667969
	Iteration 6Q: 3 clusters Score -329525.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -329589.000000 Penalty: 3932.667969
	Iteration 7Q: 3 clusters Score -329589 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -329647.281250 Penalty: 3932.667969
	Iteration 8Q: 3 clusters Score -329647.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -329707.156250 Penalty: 3932.667969
	Iteration 9Q: 3 clusters Score -329707.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -329740.875000 Penalty: 3932.667969
	Iteration 10Q: 3 clusters Score -329740.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -329767.968750 Penalty: 3932.667969
	Iteration 11Q: 3 clusters Score -329768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -329782.125000 Penalty: 3932.667969
	Iteration 12Q: 3 clusters Score -329782.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -329791.343750 Penalty: 3932.667969
	Iteration 13Q: 3 clusters Score -329791.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -329797.250000 Penalty: 3932.667969
	Iteration 14Q: 3 clusters Score -329797.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -329803.625000 Penalty: 3932.667969
	Iteration 15Q: 3 clusters Score -329803.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -329810.875000 Penalty: 3932.667969
	Iteration 16Q: 3 clusters Score -329810.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -329818.625000 Penalty: 3932.667969
	Iteration 17Q: 3 clusters Score -329818.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -329826.750000 Penalty: 3932.667969
	Iteration 18Q: 3 clusters Score -329826.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -329832.156250 Penalty: 3932.667969
	Iteration 19Q: 3 clusters Score -329832.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -329841.656250 Penalty: 3932.667969
	Iteration 20F: 3 clusters Score -329841.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -329849.562500 Penalty: 3932.667969
	Iteration 21Q: 3 clusters Score -329849.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -329856.781250 Penalty: 3932.667969
	Iteration 22Q: 3 clusters Score -329856.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -329864.125000 Penalty: 3932.667969
	Iteration 23Q: 3 clusters Score -329864.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -329872.843750 Penalty: 3932.667969
	Iteration 24Q: 3 clusters Score -329872.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -329882.812500 Penalty: 3932.667969
	Iteration 25Q: 3 clusters Score -329882.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -329890.187500 Penalty: 3932.667969
	Iteration 26Q: 3 clusters Score -329890.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -329904.531250 Penalty: 3932.667969
	Iteration 27Q: 3 clusters Score -329904.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -329928.343750 Penalty: 3932.667969
	Iteration 28Q: 3 clusters Score -329928.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -329954.500000 Penalty: 3932.667969
	Iteration 29Q: 3 clusters Score -329954.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -329981.156250 Penalty: 3932.667969
	Iteration 30Q: 3 clusters Score -329981.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -330004.375000 Penalty: 3932.667969
	Iteration 31Q: 3 clusters Score -330004.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -330026.843750 Penalty: 3932.667969
	Iteration 32Q: 3 clusters Score -330026.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -330046.468750 Penalty: 3932.667969
	Iteration 33Q: 3 clusters Score -330046.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -330064.218750 Penalty: 3932.667969
	Iteration 34Q: 3 clusters Score -330064.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -330084.781250 Penalty: 3932.667969
	Iteration 35Q: 3 clusters Score -330084.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -330106.781250 Penalty: 3932.667969
	Iteration 36Q: 3 clusters Score -330106.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -330127.031250 Penalty: 3932.667969
	Iteration 37Q: 3 clusters Score -330127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -330140.437500 Penalty: 3932.667969
	Iteration 38Q: 3 clusters Score -330140.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -330150.687500 Penalty: 3932.667969
	Iteration 39Q: 3 clusters Score -330150.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -330157.500000 Penalty: 3932.667969
	Iteration 40F: 3 clusters Score -330157.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -330163.375000 Penalty: 3932.667969
	Iteration 41Q: 3 clusters Score -330163.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -330167.937500 Penalty: 3932.667969
	Iteration 42Q: 3 clusters Score -330167.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -330171.031250 Penalty: 3932.667969
	Iteration 43Q: 3 clusters Score -330171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -330171.593750 Penalty: 3932.667969
	Iteration 44Q: 3 clusters Score -330171.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -330174.531250 Penalty: 3932.667969
	Iteration 45Q: 3 clusters Score -330174.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -330175.750000 Penalty: 3932.667969
	Iteration 46Q: 3 clusters Score -330175.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -330177.000000 Penalty: 3932.667969
	Iteration 47Q: 3 clusters Score -330177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -330179.062500 Penalty: 3932.667969
	Iteration 48Q: 3 clusters Score -330179.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -330179.812500 Penalty: 3932.667969
	Iteration 49Q: 3 clusters Score -330179.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -330179.812500 Penalty: 3932.667969
	Iteration 50F: 3 clusters Score -330179.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Entering Unmasked Estep 
Score: -1053543.625000 Penalty: 2259.929199
	Iteration 0F: 2 clusters Score -1053544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1046526.187500 Penalty: 4519.858398
	Iteration 0F: 3 clusters Score -1046526 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1048494.312500 Penalty: 4519.858398
	Iteration 1F: 3 clusters Score -1048494 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1048814.750000 Penalty: 4519.858398
	Iteration 2F: 3 clusters Score -1048815 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1049059.375000 Penalty: 4519.858398
	Iteration 3F: 3 clusters Score -1049059 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1049227.625000 Penalty: 4519.858398
	Iteration 4Q: 3 clusters Score -1049228 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1049358.250000 Penalty: 4519.858398
	Iteration 5Q: 3 clusters Score -1049358 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1049491.000000 Penalty: 4519.858398
	Iteration 6Q: 3 clusters Score -1049491 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1049645.625000 Penalty: 4519.858398
	Iteration 7Q: 3 clusters Score -1049646 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1049812.750000 Penalty: 4519.858398
	Iteration 8Q: 3 clusters Score -1049813 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1050016.125000 Penalty: 4519.858398
	Iteration 9Q: 3 clusters Score -1050016 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1050239.625000 Penalty: 4519.858398
	Iteration 10Q: 3 clusters Score -1050240 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1050432.000000 Penalty: 4519.858398
	Iteration 11Q: 3 clusters Score -1050432 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1050633.750000 Penalty: 4519.858398
	Iteration 12Q: 3 clusters Score -1050634 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1050839.750000 Penalty: 4519.858398
	Iteration 13Q: 3 clusters Score -1050840 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1051048.375000 Penalty: 4519.858398
	Iteration 14Q: 3 clusters Score -1051048 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1051183.000000 Penalty: 4519.858398
	Iteration 15Q: 3 clusters Score -1051183 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1051277.125000 Penalty: 4519.858398
	Iteration 16Q: 3 clusters Score -1051277 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1051344.250000 Penalty: 4519.858398
	Iteration 17Q: 3 clusters Score -1051344 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1051406.250000 Penalty: 4519.858398
	Iteration 18Q: 3 clusters Score -1051406 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1051452.750000 Penalty: 4519.858398
	Iteration 19Q: 3 clusters Score -1051453 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1051493.875000 Penalty: 4519.858398
	Iteration 20F: 3 clusters Score -1051494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1051531.500000 Penalty: 4519.858398
	Iteration 21Q: 3 clusters Score -1051532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1051552.000000 Penalty: 4519.858398
	Iteration 22Q: 3 clusters Score -1051552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1051566.250000 Penalty: 4519.858398
	Iteration 23Q: 3 clusters Score -1051566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1051577.750000 Penalty: 4519.858398
	Iteration 24Q: 3 clusters Score -1051578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1051587.125000 Penalty: 4519.858398
	Iteration 25Q: 3 clusters Score -1051587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1051592.875000 Penalty: 4519.858398
	Iteration 26Q: 3 clusters Score -1051593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1051597.500000 Penalty: 4519.858398
	Iteration 27Q: 3 clusters Score -1051598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1051596.750000 Penalty: 4519.858398
	Iteration 28Q: 3 clusters Score -1051597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1051600.250000 Penalty: 4519.858398
	Iteration 29Q: 3 clusters Score -1051600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1051602.000000 Penalty: 4519.858398
	Iteration 30Q: 3 clusters Score -1051602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1051607.875000 Penalty: 4519.858398
	Iteration 31Q: 3 clusters Score -1051608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1051614.500000 Penalty: 4519.858398
	Iteration 32Q: 3 clusters Score -1051614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1051620.000000 Penalty: 4519.858398
	Iteration 33Q: 3 clusters Score -1051620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1051624.000000 Penalty: 4519.858398
	Iteration 34Q: 3 clusters Score -1051624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1051626.000000 Penalty: 4519.858398
	Iteration 35Q: 3 clusters Score -1051626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1051625.375000 Penalty: 4519.858398
	Iteration 36Q: 3 clusters Score -1051625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1051625.375000 Penalty: 4519.858398
	Iteration 37F: 3 clusters Score -1051625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (42399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Entering Unmasked Estep 
Score: -5176235.000000 Penalty: 2642.410400
	Iteration 0F: 2 clusters Score -5176235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -5147443.000000 Penalty: 5284.820801
	Iteration 0F: 3 clusters Score -5147443 nChanged 19579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -5158468.000000 Penalty: 5284.820801
	Iteration 1F: 3 clusters Score -5158468 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -5159108.500000 Penalty: 5284.820801
	Iteration 2Q: 3 clusters Score -5159108 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -5159799.500000 Penalty: 5284.820801
	Iteration 3Q: 3 clusters Score -5159800 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -5160538.000000 Penalty: 5284.820801
	Iteration 4Q: 3 clusters Score -5160538 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -5161316.500000 Penalty: 5284.820801
	Iteration 5Q: 3 clusters Score -5161316 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -5162047.000000 Penalty: 5284.820801
	Iteration 6Q: 3 clusters Score -5162047 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -5162743.000000 Penalty: 5284.820801
	Iteration 7Q: 3 clusters Score -5162743 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -5163331.500000 Penalty: 5284.820801
	Iteration 8Q: 3 clusters Score -5163332 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -5163897.000000 Penalty: 5284.820801
	Iteration 9Q: 3 clusters Score -5163897 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -5164404.000000 Penalty: 5284.820801
	Iteration 10Q: 3 clusters Score -5164404 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -5164981.500000 Penalty: 5284.820801
	Iteration 11Q: 3 clusters Score -5164982 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -5165707.000000 Penalty: 5284.820801
	Iteration 12Q: 3 clusters Score -5165707 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -5166538.500000 Penalty: 5284.820801
	Iteration 13Q: 3 clusters Score -5166538 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -5167320.000000 Penalty: 5284.820801
	Iteration 14Q: 3 clusters Score -5167320 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -5168030.000000 Penalty: 5284.820801
	Iteration 15Q: 3 clusters Score -5168030 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -5168498.500000 Penalty: 5284.820801
	Iteration 16Q: 3 clusters Score -5168498 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -5168866.500000 Penalty: 5284.820801
	Iteration 17Q: 3 clusters Score -5168866 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -5169214.000000 Penalty: 5284.820801
	Iteration 18Q: 3 clusters Score -5169214 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -5169490.500000 Penalty: 5284.820801
	Iteration 19Q: 3 clusters Score -5169490 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -5169831.500000 Penalty: 5284.820801
	Iteration 20F: 3 clusters Score -5169832 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -5170145.500000 Penalty: 5284.820801
	Iteration 21Q: 3 clusters Score -5170146 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -5170455.500000 Penalty: 5284.820801
	Iteration 22Q: 3 clusters Score -5170456 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -5170785.000000 Penalty: 5284.820801
	Iteration 23Q: 3 clusters Score -5170785 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -5171136.500000 Penalty: 5284.820801
	Iteration 24Q: 3 clusters Score -5171136 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -5171479.000000 Penalty: 5284.820801
	Iteration 25Q: 3 clusters Score -5171479 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -5171820.000000 Penalty: 5284.820801
	Iteration 26Q: 3 clusters Score -5171820 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -5172099.500000 Penalty: 5284.820801
	Iteration 27Q: 3 clusters Score -5172100 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -5172360.000000 Penalty: 5284.820801
	Iteration 28Q: 3 clusters Score -5172360 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -5172629.500000 Penalty: 5284.820801
	Iteration 29Q: 3 clusters Score -5172630 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -5172906.500000 Penalty: 5284.820801
	Iteration 30Q: 3 clusters Score -5172906 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -5173133.000000 Penalty: 5284.820801
	Iteration 31Q: 3 clusters Score -5173133 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -5173329.500000 Penalty: 5284.820801
	Iteration 32Q: 3 clusters Score -5173330 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -5173464.500000 Penalty: 5284.820801
	Iteration 33Q: 3 clusters Score -5173464 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -5173588.500000 Penalty: 5284.820801
	Iteration 34Q: 3 clusters Score -5173588 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -5173689.500000 Penalty: 5284.820801
	Iteration 35Q: 3 clusters Score -5173690 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -5173773.500000 Penalty: 5284.820801
	Iteration 36Q: 3 clusters Score -5173774 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -5173847.000000 Penalty: 5284.820801
	Iteration 37Q: 3 clusters Score -5173847 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -5173893.000000 Penalty: 5284.820801
	Iteration 38Q: 3 clusters Score -5173893 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -5173925.000000 Penalty: 5284.820801
	Iteration 39Q: 3 clusters Score -5173925 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -5173948.500000 Penalty: 5284.820801
	Iteration 40F: 3 clusters Score -5173948 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -5173987.000000 Penalty: 5284.820801
	Iteration 41Q: 3 clusters Score -5173987 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -5174006.000000 Penalty: 5284.820801
	Iteration 42Q: 3 clusters Score -5174006 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -5174046.000000 Penalty: 5284.820801
	Iteration 43Q: 3 clusters Score -5174046 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -5174071.500000 Penalty: 5284.820801
	Iteration 44Q: 3 clusters Score -5174072 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -5174100.500000 Penalty: 5284.820801
	Iteration 45Q: 3 clusters Score -5174100 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -5174143.500000 Penalty: 5284.820801
	Iteration 46Q: 3 clusters Score -5174144 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -5174188.000000 Penalty: 5284.820801
	Iteration 47Q: 3 clusters Score -5174188 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -5174233.500000 Penalty: 5284.820801
	Iteration 48Q: 3 clusters Score -5174234 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -5174264.000000 Penalty: 5284.820801
	Iteration 49Q: 3 clusters Score -5174264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -5174290.000000 Penalty: 5284.820801
	Iteration 50Q: 3 clusters Score -5174290 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -5174317.500000 Penalty: 5284.820801
	Iteration 51Q: 3 clusters Score -5174318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -5174366.000000 Penalty: 5284.820801
	Iteration 52Q: 3 clusters Score -5174366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -5174391.500000 Penalty: 5284.820801
	Iteration 53Q: 3 clusters Score -5174392 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -5174412.500000 Penalty: 5284.820801
	Iteration 54Q: 3 clusters Score -5174412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -5174427.000000 Penalty: 5284.820801
	Iteration 55Q: 3 clusters Score -5174427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -5174437.500000 Penalty: 5284.820801
	Iteration 56Q: 3 clusters Score -5174438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -5174445.000000 Penalty: 5284.820801
	Iteration 57Q: 3 clusters Score -5174445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -5174449.500000 Penalty: 5284.820801
	Iteration 58Q: 3 clusters Score -5174450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -5174455.500000 Penalty: 5284.820801
	Iteration 59Q: 3 clusters Score -5174456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -5174460.500000 Penalty: 5284.820801
	Iteration 60F: 3 clusters Score -5174460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -5174463.500000 Penalty: 5284.820801
	Iteration 61Q: 3 clusters Score -5174464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -5174460.500000 Penalty: 5284.820801
	Iteration 62Q: 3 clusters Score -5174460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -5174463.000000 Penalty: 5284.820801
	Iteration 63Q: 3 clusters Score -5174463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -5174456.500000 Penalty: 5284.820801
	Iteration 64Q: 3 clusters Score -5174456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -5174456.500000 Penalty: 5284.820801
	Iteration 65F: 3 clusters Score -5174456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Entering Unmasked Estep 
Score: -4620775.000000 Penalty: 2613.436768
	Iteration 0F: 2 clusters Score -4620775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -4595186.000000 Penalty: 5226.873535
	Iteration 0F: 3 clusters Score -4595186 nChanged 17164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -4604806.500000 Penalty: 5226.873535
	Iteration 1F: 3 clusters Score -4604806 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -4605318.000000 Penalty: 5226.873535
	Iteration 2Q: 3 clusters Score -4605318 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -4605780.000000 Penalty: 5226.873535
	Iteration 3Q: 3 clusters Score -4605780 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -4606216.000000 Penalty: 5226.873535
	Iteration 4Q: 3 clusters Score -4606216 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -4606608.500000 Penalty: 5226.873535
	Iteration 5Q: 3 clusters Score -4606608 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -4607057.000000 Penalty: 5226.873535
	Iteration 6Q: 3 clusters Score -4607057 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -4607578.000000 Penalty: 5226.873535
	Iteration 7Q: 3 clusters Score -4607578 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -4608342.500000 Penalty: 5226.873535
	Iteration 8Q: 3 clusters Score -4608342 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -4609304.000000 Penalty: 5226.873535
	Iteration 9F: 3 clusters Score -4609304 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -4610423.000000 Penalty: 5226.873535
	Iteration 10F: 3 clusters Score -4610423 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -4611615.000000 Penalty: 5226.873535
	Iteration 11F: 3 clusters Score -4611615 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -4612698.500000 Penalty: 5226.873535
	Iteration 12F: 3 clusters Score -4612698 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -4613608.000000 Penalty: 5226.873535
	Iteration 13Q: 3 clusters Score -4613608 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -4614406.500000 Penalty: 5226.873535
	Iteration 14Q: 3 clusters Score -4614406 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -4615112.000000 Penalty: 5226.873535
	Iteration 15Q: 3 clusters Score -4615112 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -4615748.000000 Penalty: 5226.873535
	Iteration 16Q: 3 clusters Score -4615748 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -4616369.500000 Penalty: 5226.873535
	Iteration 17Q: 3 clusters Score -4616370 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -4616914.000000 Penalty: 5226.873535
	Iteration 18Q: 3 clusters Score -4616914 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -4617345.000000 Penalty: 5226.873535
	Iteration 19Q: 3 clusters Score -4617345 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -4617674.000000 Penalty: 5226.873535
	Iteration 20F: 3 clusters Score -4617674 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -4617952.500000 Penalty: 5226.873535
	Iteration 21Q: 3 clusters Score -4617952 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -4618157.000000 Penalty: 5226.873535
	Iteration 22Q: 3 clusters Score -4618157 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -4618273.500000 Penalty: 5226.873535
	Iteration 23Q: 3 clusters Score -4618274 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -4618332.500000 Penalty: 5226.873535
	Iteration 24Q: 3 clusters Score -4618332 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -4618388.000000 Penalty: 5226.873535
	Iteration 25Q: 3 clusters Score -4618388 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -4618437.500000 Penalty: 5226.873535
	Iteration 26Q: 3 clusters Score -4618438 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -4618475.500000 Penalty: 5226.873535
	Iteration 27Q: 3 clusters Score -4618476 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -4618505.000000 Penalty: 5226.873535
	Iteration 28Q: 3 clusters Score -4618505 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -4618513.500000 Penalty: 5226.873535
	Iteration 29Q: 3 clusters Score -4618514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -4618536.500000 Penalty: 5226.873535
	Iteration 30Q: 3 clusters Score -4618536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -4618560.000000 Penalty: 5226.873535
	Iteration 31Q: 3 clusters Score -4618560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -4618571.500000 Penalty: 5226.873535
	Iteration 32Q: 3 clusters Score -4618572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -4618587.500000 Penalty: 5226.873535
	Iteration 33Q: 3 clusters Score -4618588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -4618591.500000 Penalty: 5226.873535
	Iteration 34Q: 3 clusters Score -4618592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -4618593.500000 Penalty: 5226.873535
	Iteration 35Q: 3 clusters Score -4618594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -4618597.000000 Penalty: 5226.873535
	Iteration 36Q: 3 clusters Score -4618597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -4618605.500000 Penalty: 5226.873535
	Iteration 37Q: 3 clusters Score -4618606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -4618608.000000 Penalty: 5226.873535
	Iteration 38Q: 3 clusters Score -4618608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -4618608.000000 Penalty: 5226.873535
	Iteration 39Q: 3 clusters Score -4618608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -4618616.500000 Penalty: 5226.873535
	Iteration 40F: 3 clusters Score -4618616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -4618620.500000 Penalty: 5226.873535
	Iteration 41Q: 3 clusters Score -4618620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -4618626.500000 Penalty: 5226.873535
	Iteration 42Q: 3 clusters Score -4618626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -4618631.500000 Penalty: 5226.873535
	Iteration 43Q: 3 clusters Score -4618632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -4618627.500000 Penalty: 5226.873535
	Iteration 44Q: 3 clusters Score -4618628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -4618640.500000 Penalty: 5226.873535
	Iteration 45Q: 3 clusters Score -4618640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -4618641.000000 Penalty: 5226.873535
	Iteration 46Q: 3 clusters Score -4618641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -4618647.000000 Penalty: 5226.873535
	Iteration 47Q: 3 clusters Score -4618647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -4618647.000000 Penalty: 5226.873535
	Iteration 48Q: 3 clusters Score -4618647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -4618642.500000 Penalty: 5226.873535
	Iteration 49Q: 3 clusters Score -4618642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -4618643.500000 Penalty: 5226.873535
	Iteration 50Q: 3 clusters Score -4618644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -4618643.500000 Penalty: 5226.873535
	Iteration 51F: 3 clusters Score -4618644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (160784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160784 members 
Entering Unmasked Estep 
Score: -19463514.000000 Penalty: 2972.978516
	Iteration 0F: 2 clusters Score -1.946351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80699 members 
Mstep: Class 2 contains 80085 members 
Entering Unmasked Estep 
Score: -19356114.000000 Penalty: 5945.957031
	Iteration 0F: 3 clusters Score -1.935611e+07 nChanged 76908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86339 members 
Mstep: Class 2 contains 74445 members 
Entering Unmasked Estep 
Score: -19401936.000000 Penalty: 5945.957031
	Iteration 1F: 3 clusters Score -1.940194e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90482 members 
Mstep: Class 2 contains 70302 members 
Entering Unmasked Estep 
Score: -19404296.000000 Penalty: 5945.957031
	Iteration 2Q: 3 clusters Score -1.94043e+07 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96783 members 
Mstep: Class 2 contains 64001 members 
Entering Unmasked Estep 
Score: -19408366.000000 Penalty: 5945.957031
	Iteration 3F: 3 clusters Score -1.940837e+07 nChanged 11016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105833 members 
Mstep: Class 2 contains 54951 members 
Entering Unmasked Estep 
Score: -19415096.000000 Penalty: 5945.957031
	Iteration 4F: 3 clusters Score -1.94151e+07 nChanged 12762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117063 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -19424402.000000 Penalty: 5945.957031
	Iteration 5F: 3 clusters Score -1.94244e+07 nChanged 12565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128652 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -19434220.000000 Penalty: 5945.957031
	Iteration 6F: 3 clusters Score -1.943422e+07 nChanged 10948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139220 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -19443372.000000 Penalty: 5945.957031
	Iteration 7F: 3 clusters Score -1.944337e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147577 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -19450816.000000 Penalty: 5945.957031
	Iteration 8F: 3 clusters Score -1.945082e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153411 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -19455988.000000 Penalty: 5945.957031
	Iteration 9Q: 3 clusters Score -1.945599e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156733 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -19458874.000000 Penalty: 5945.957031
	Iteration 10Q: 3 clusters Score -1.945887e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158384 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -19460078.000000 Penalty: 5945.957031
	Iteration 11Q: 3 clusters Score -1.946008e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159125 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -19460642.000000 Penalty: 5945.957031
	Iteration 12Q: 3 clusters Score -1.946064e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159469 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -19460942.000000 Penalty: 5945.957031
	Iteration 13Q: 3 clusters Score -1.946094e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159637 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -19461110.000000 Penalty: 5945.957031
	Iteration 14Q: 3 clusters Score -1.946111e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159714 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -19461176.000000 Penalty: 5945.957031
	Iteration 15Q: 3 clusters Score -1.946118e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159736 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -19461224.000000 Penalty: 5945.957031
	Iteration 16Q: 3 clusters Score -1.946122e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159742 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -19461294.000000 Penalty: 5945.957031
	Iteration 17Q: 3 clusters Score -1.946129e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159749 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -19461328.000000 Penalty: 5945.957031
	Iteration 18Q: 3 clusters Score -1.946133e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159744 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -19461352.000000 Penalty: 5945.957031
	Iteration 19Q: 3 clusters Score -1.946135e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159741 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -19461394.000000 Penalty: 5945.957031
	Iteration 20F: 3 clusters Score -1.946139e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159737 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -19461446.000000 Penalty: 5945.957031
	Iteration 21Q: 3 clusters Score -1.946145e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159730 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -19461470.000000 Penalty: 5945.957031
	Iteration 22Q: 3 clusters Score -1.946147e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159734 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -19461508.000000 Penalty: 5945.957031
	Iteration 23Q: 3 clusters Score -1.946151e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159746 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -19461500.000000 Penalty: 5945.957031
	Iteration 24Q: 3 clusters Score -1.94615e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159750 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -19461498.000000 Penalty: 5945.957031
	Iteration 25Q: 3 clusters Score -1.94615e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159750 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -19461512.000000 Penalty: 5945.957031
	Iteration 26Q: 3 clusters Score -1.946151e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159752 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -19461496.000000 Penalty: 5945.957031
	Iteration 27Q: 3 clusters Score -1.94615e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159760 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -19461516.000000 Penalty: 5945.957031
	Iteration 28Q: 3 clusters Score -1.946152e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159762 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -19461532.000000 Penalty: 5945.957031
	Iteration 29Q: 3 clusters Score -1.946153e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159761 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -19461542.000000 Penalty: 5945.957031
	Iteration 30Q: 3 clusters Score -1.946154e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159758 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -19461556.000000 Penalty: 5945.957031
	Iteration 31Q: 3 clusters Score -1.946156e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159755 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -19461550.000000 Penalty: 5945.957031
	Iteration 32Q: 3 clusters Score -1.946155e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159752 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -19461552.000000 Penalty: 5945.957031
	Iteration 33Q: 3 clusters Score -1.946155e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159748 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -19461562.000000 Penalty: 5945.957031
	Iteration 34Q: 3 clusters Score -1.946156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159742 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -19461582.000000 Penalty: 5945.957031
	Iteration 35Q: 3 clusters Score -1.946158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159738 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -19461554.000000 Penalty: 5945.957031
	Iteration 36Q: 3 clusters Score -1.946155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159740 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -19461558.000000 Penalty: 5945.957031
	Iteration 37Q: 3 clusters Score -1.946156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159740 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -19461558.000000 Penalty: 5945.957031
	Iteration 38F: 3 clusters Score -1.946156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (98487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98487 members 
Entering Unmasked Estep 
Score: -12036355.000000 Penalty: 2851.424561
	Iteration 0F: 2 clusters Score -1.203636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -11970873.000000 Penalty: 5702.849121
	Iteration 0F: 3 clusters Score -1.197087e+07 nChanged 46369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -11997331.000000 Penalty: 5702.849121
	Iteration 1F: 3 clusters Score -1.199733e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56357 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -11998653.000000 Penalty: 5702.849121
	Iteration 2Q: 3 clusters Score -1.199865e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60563 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -12000819.000000 Penalty: 5702.849121
	Iteration 3Q: 3 clusters Score -1.200082e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66659 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -12004794.000000 Penalty: 5702.849121
	Iteration 4F: 3 clusters Score -1.200479e+07 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74715 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -12011315.000000 Penalty: 5702.849121
	Iteration 5F: 3 clusters Score -1.201132e+07 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83655 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -12019819.000000 Penalty: 5702.849121
	Iteration 6F: 3 clusters Score -1.201982e+07 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90991 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -12027134.000000 Penalty: 5702.849121
	Iteration 7F: 3 clusters Score -1.202713e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95164 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -12031220.000000 Penalty: 5702.849121
	Iteration 8Q: 3 clusters Score -1.203122e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96983 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -12032769.000000 Penalty: 5702.849121
	Iteration 9Q: 3 clusters Score -1.203277e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97668 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -12033401.000000 Penalty: 5702.849121
	Iteration 10Q: 3 clusters Score -1.20334e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97941 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -12033618.000000 Penalty: 5702.849121
	Iteration 11Q: 3 clusters Score -1.203362e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98059 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -12033800.000000 Penalty: 5702.849121
	Iteration 12Q: 3 clusters Score -1.20338e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98115 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -12033849.000000 Penalty: 5702.849121
	Iteration 13Q: 3 clusters Score -1.203385e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98128 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -12033874.000000 Penalty: 5702.849121
	Iteration 14Q: 3 clusters Score -1.203387e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98133 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -12033885.000000 Penalty: 5702.849121
	Iteration 15Q: 3 clusters Score -1.203388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98137 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -12033903.000000 Penalty: 5702.849121
	Iteration 16Q: 3 clusters Score -1.20339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98143 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -12033912.000000 Penalty: 5702.849121
	Iteration 17Q: 3 clusters Score -1.203391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98148 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -12033916.000000 Penalty: 5702.849121
	Iteration 18Q: 3 clusters Score -1.203392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98148 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -12033917.000000 Penalty: 5702.849121
	Iteration 19Q: 3 clusters Score -1.203392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98150 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -12033937.000000 Penalty: 5702.849121
	Iteration 20F: 3 clusters Score -1.203394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98151 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -12033939.000000 Penalty: 5702.849121
	Iteration 21Q: 3 clusters Score -1.203394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98152 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -12033952.000000 Penalty: 5702.849121
	Iteration 22Q: 3 clusters Score -1.203395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98155 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -12033947.000000 Penalty: 5702.849121
	Iteration 23Q: 3 clusters Score -1.203395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98155 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -12033941.000000 Penalty: 5702.849121
	Iteration 24Q: 3 clusters Score -1.203394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98153 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -12033949.000000 Penalty: 5702.849121
	Iteration 25Q: 3 clusters Score -1.203395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98154 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -12033953.000000 Penalty: 5702.849121
	Iteration 26Q: 3 clusters Score -1.203395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98155 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -12033951.000000 Penalty: 5702.849121
	Iteration 27Q: 3 clusters Score -1.203395e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98155 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -12033951.000000 Penalty: 5702.849121
	Iteration 28F: 3 clusters Score -1.203395e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -3780420.250000 Penalty: 2564.520020
	Iteration 0F: 2 clusters Score -3780420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3759128.750000 Penalty: 5129.040039
	Iteration 0F: 3 clusters Score -3759129 nChanged 13971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -3766880.750000 Penalty: 5129.040039
	Iteration 1F: 3 clusters Score -3766881 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3767359.000000 Penalty: 5129.040039
	Iteration 2Q: 3 clusters Score -3767359 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -3767756.000000 Penalty: 5129.040039
	Iteration 3Q: 3 clusters Score -3767756 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -3768169.750000 Penalty: 5129.040039
	Iteration 4Q: 3 clusters Score -3768170 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -3768667.500000 Penalty: 5129.040039
	Iteration 5Q: 3 clusters Score -3768668 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -3769359.000000 Penalty: 5129.040039
	Iteration 6Q: 3 clusters Score -3769359 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -3770367.500000 Penalty: 5129.040039
	Iteration 7F: 3 clusters Score -3770368 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -3771915.250000 Penalty: 5129.040039
	Iteration 8F: 3 clusters Score -3771915 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3773837.250000 Penalty: 5129.040039
	Iteration 9F: 3 clusters Score -3773837 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -3775568.250000 Penalty: 5129.040039
	Iteration 10F: 3 clusters Score -3775568 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -3776721.000000 Penalty: 5129.040039
	Iteration 11Q: 3 clusters Score -3776721 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -3777423.250000 Penalty: 5129.040039
	Iteration 12Q: 3 clusters Score -3777423 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -3777818.750000 Penalty: 5129.040039
	Iteration 13Q: 3 clusters Score -3777819 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -3778067.000000 Penalty: 5129.040039
	Iteration 14Q: 3 clusters Score -3778067 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -3778238.000000 Penalty: 5129.040039
	Iteration 15Q: 3 clusters Score -3778238 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -3778344.500000 Penalty: 5129.040039
	Iteration 16Q: 3 clusters Score -3778344 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -3778401.500000 Penalty: 5129.040039
	Iteration 17Q: 3 clusters Score -3778402 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -3778444.000000 Penalty: 5129.040039
	Iteration 18Q: 3 clusters Score -3778444 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -3778463.000000 Penalty: 5129.040039
	Iteration 19Q: 3 clusters Score -3778463 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -3778467.250000 Penalty: 5129.040039
	Iteration 20F: 3 clusters Score -3778467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -3778485.500000 Penalty: 5129.040039
	Iteration 21Q: 3 clusters Score -3778486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -3778490.000000 Penalty: 5129.040039
	Iteration 22Q: 3 clusters Score -3778490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -3778497.750000 Penalty: 5129.040039
	Iteration 23Q: 3 clusters Score -3778498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -3778503.500000 Penalty: 5129.040039
	Iteration 24Q: 3 clusters Score -3778504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -3778510.500000 Penalty: 5129.040039
	Iteration 25Q: 3 clusters Score -3778510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -3778524.750000 Penalty: 5129.040039
	Iteration 26Q: 3 clusters Score -3778525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -3778527.750000 Penalty: 5129.040039
	Iteration 27Q: 3 clusters Score -3778528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -3778526.750000 Penalty: 5129.040039
	Iteration 28Q: 3 clusters Score -3778527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -3778531.500000 Penalty: 5129.040039
	Iteration 29Q: 3 clusters Score -3778532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -3778531.000000 Penalty: 5129.040039
	Iteration 30Q: 3 clusters Score -3778531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -3778531.500000 Penalty: 5129.040039
	Iteration 31Q: 3 clusters Score -3778532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -3778534.250000 Penalty: 5129.040039
	Iteration 32Q: 3 clusters Score -3778534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -3778533.750000 Penalty: 5129.040039
	Iteration 33Q: 3 clusters Score -3778534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -3778537.000000 Penalty: 5129.040039
	Iteration 34Q: 3 clusters Score -3778537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -3778539.000000 Penalty: 5129.040039
	Iteration 35Q: 3 clusters Score -3778539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -3778542.500000 Penalty: 5129.040039
	Iteration 36Q: 3 clusters Score -3778542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -3778544.500000 Penalty: 5129.040039
	Iteration 37Q: 3 clusters Score -3778544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -3778538.000000 Penalty: 5129.040039
	Iteration 38Q: 3 clusters Score -3778538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -3778549.000000 Penalty: 5129.040039
	Iteration 39Q: 3 clusters Score -3778549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -3778553.750000 Penalty: 5129.040039
	Iteration 40F: 3 clusters Score -3778554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -3778553.500000 Penalty: 5129.040039
	Iteration 41Q: 3 clusters Score -3778554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -3778554.500000 Penalty: 5129.040039
	Iteration 42Q: 3 clusters Score -3778554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -3778553.750000 Penalty: 5129.040039
	Iteration 43Q: 3 clusters Score -3778554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -3778553.750000 Penalty: 5129.040039
	Iteration 44F: 3 clusters Score -3778554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Entering Unmasked Estep 
Score: -394417.875000 Penalty: 2024.657471
	Iteration 0F: 2 clusters Score -394417.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -390846.187500 Penalty: 4049.314941
	Iteration 0F: 3 clusters Score -390846.2 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -391612.187500 Penalty: 4049.314941
	Iteration 1F: 3 clusters Score -391612.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -391808.343750 Penalty: 4049.314941
	Iteration 2F: 3 clusters Score -391808.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -391983.437500 Penalty: 4049.314941
	Iteration 3F: 3 clusters Score -391983.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -392099.500000 Penalty: 4049.314941
	Iteration 4Q: 3 clusters Score -392099.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -392180.718750 Penalty: 4049.314941
	Iteration 5Q: 3 clusters Score -392180.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -392252.468750 Penalty: 4049.314941
	Iteration 6Q: 3 clusters Score -392252.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -392306.031250 Penalty: 4049.314941
	Iteration 7Q: 3 clusters Score -392306 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -392355.031250 Penalty: 4049.314941
	Iteration 8Q: 3 clusters Score -392355 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -392396.406250 Penalty: 4049.314941
	Iteration 9Q: 3 clusters Score -392396.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -392423.875000 Penalty: 4049.314941
	Iteration 10Q: 3 clusters Score -392423.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -392454.750000 Penalty: 4049.314941
	Iteration 11Q: 3 clusters Score -392454.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -392487.500000 Penalty: 4049.314941
	Iteration 12Q: 3 clusters Score -392487.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -392518.406250 Penalty: 4049.314941
	Iteration 13Q: 3 clusters Score -392518.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -392551.125000 Penalty: 4049.314941
	Iteration 14Q: 3 clusters Score -392551.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -392578.343750 Penalty: 4049.314941
	Iteration 15Q: 3 clusters Score -392578.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -392614.000000 Penalty: 4049.314941
	Iteration 16Q: 3 clusters Score -392614 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -392655.500000 Penalty: 4049.314941
	Iteration 17Q: 3 clusters Score -392655.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -392705.500000 Penalty: 4049.314941
	Iteration 18Q: 3 clusters Score -392705.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -392739.781250 Penalty: 4049.314941
	Iteration 19Q: 3 clusters Score -392739.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -392789.093750 Penalty: 4049.314941
	Iteration 20F: 3 clusters Score -392789.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -392850.687500 Penalty: 4049.314941
	Iteration 21Q: 3 clusters Score -392850.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -392906.437500 Penalty: 4049.314941
	Iteration 22Q: 3 clusters Score -392906.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -392964.718750 Penalty: 4049.314941
	Iteration 23Q: 3 clusters Score -392964.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -393014.875000 Penalty: 4049.314941
	Iteration 24Q: 3 clusters Score -393014.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -393064.343750 Penalty: 4049.314941
	Iteration 25Q: 3 clusters Score -393064.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -393118.656250 Penalty: 4049.314941
	Iteration 26Q: 3 clusters Score -393118.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -393181.500000 Penalty: 4049.314941
	Iteration 27Q: 3 clusters Score -393181.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -393235.156250 Penalty: 4049.314941
	Iteration 28Q: 3 clusters Score -393235.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -393290.875000 Penalty: 4049.314941
	Iteration 29Q: 3 clusters Score -393290.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -393335.437500 Penalty: 4049.314941
	Iteration 30Q: 3 clusters Score -393335.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -393366.125000 Penalty: 4049.314941
	Iteration 31Q: 3 clusters Score -393366.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -393382.562500 Penalty: 4049.314941
	Iteration 32Q: 3 clusters Score -393382.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -393394.625000 Penalty: 4049.314941
	Iteration 33Q: 3 clusters Score -393394.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -393400.500000 Penalty: 4049.314941
	Iteration 34Q: 3 clusters Score -393400.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -393406.312500 Penalty: 4049.314941
	Iteration 35Q: 3 clusters Score -393406.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -393415.531250 Penalty: 4049.314941
	Iteration 36Q: 3 clusters Score -393415.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -393423.750000 Penalty: 4049.314941
	Iteration 37Q: 3 clusters Score -393423.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -393433.187500 Penalty: 4049.314941
	Iteration 38Q: 3 clusters Score -393433.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -393434.843750 Penalty: 4049.314941
	Iteration 39Q: 3 clusters Score -393434.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -393435.875000 Penalty: 4049.314941
	Iteration 40F: 3 clusters Score -393435.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -393437.875000 Penalty: 4049.314941
	Iteration 41Q: 3 clusters Score -393437.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -393439.437500 Penalty: 4049.314941
	Iteration 42Q: 3 clusters Score -393439.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -393439.437500 Penalty: 4049.314941
	Iteration 43F: 3 clusters Score -393439.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (122932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122932 members 
Entering Unmasked Estep 
Score: -15050993.000000 Penalty: 2906.407959
	Iteration 0F: 2 clusters Score -1.505099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 61288 members 
Entering Unmasked Estep 
Score: -14968814.000000 Penalty: 5812.815918
	Iteration 0F: 3 clusters Score -1.496881e+07 nChanged 58635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66579 members 
Mstep: Class 2 contains 56353 members 
Entering Unmasked Estep 
Score: -15004060.000000 Penalty: 5812.815918
	Iteration 1F: 3 clusters Score -1.500406e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69916 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -15006723.000000 Penalty: 5812.815918
	Iteration 2F: 3 clusters Score -1.500672e+07 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74573 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -15010439.000000 Penalty: 5812.815918
	Iteration 3F: 3 clusters Score -1.501044e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80314 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -15015036.000000 Penalty: 5812.815918
	Iteration 4F: 3 clusters Score -1.501504e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86893 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -15020080.000000 Penalty: 5812.815918
	Iteration 5F: 3 clusters Score -1.502008e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93890 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -15025394.000000 Penalty: 5812.815918
	Iteration 6F: 3 clusters Score -1.502539e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100878 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -15030569.000000 Penalty: 5812.815918
	Iteration 7F: 3 clusters Score -1.503057e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107512 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -15035797.000000 Penalty: 5812.815918
	Iteration 8F: 3 clusters Score -1.50358e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113292 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -15040468.000000 Penalty: 5812.815918
	Iteration 9Q: 3 clusters Score -1.504047e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117580 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -15044234.000000 Penalty: 5812.815918
	Iteration 10Q: 3 clusters Score -1.504423e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120146 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -15046522.000000 Penalty: 5812.815918
	Iteration 11Q: 3 clusters Score -1.504652e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121432 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -15047536.000000 Penalty: 5812.815918
	Iteration 12Q: 3 clusters Score -1.504754e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121994 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -15048019.000000 Penalty: 5812.815918
	Iteration 13Q: 3 clusters Score -1.504802e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122222 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -15048200.000000 Penalty: 5812.815918
	Iteration 14Q: 3 clusters Score -1.50482e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122320 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -15048305.000000 Penalty: 5812.815918
	Iteration 15Q: 3 clusters Score -1.50483e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122376 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -15048357.000000 Penalty: 5812.815918
	Iteration 16Q: 3 clusters Score -1.504836e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122400 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -15048406.000000 Penalty: 5812.815918
	Iteration 17Q: 3 clusters Score -1.504841e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122426 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -15048435.000000 Penalty: 5812.815918
	Iteration 18Q: 3 clusters Score -1.504844e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122453 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -15048476.000000 Penalty: 5812.815918
	Iteration 19Q: 3 clusters Score -1.504848e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122465 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -15048494.000000 Penalty: 5812.815918
	Iteration 20F: 3 clusters Score -1.504849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122469 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -15048496.000000 Penalty: 5812.815918
	Iteration 21Q: 3 clusters Score -1.50485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122473 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -15048499.000000 Penalty: 5812.815918
	Iteration 22Q: 3 clusters Score -1.50485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122475 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -15048501.000000 Penalty: 5812.815918
	Iteration 23Q: 3 clusters Score -1.50485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122478 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -15048508.000000 Penalty: 5812.815918
	Iteration 24Q: 3 clusters Score -1.504851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122476 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -15048517.000000 Penalty: 5812.815918
	Iteration 25Q: 3 clusters Score -1.504852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122481 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -15048512.000000 Penalty: 5812.815918
	Iteration 26Q: 3 clusters Score -1.504851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122484 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -15048525.000000 Penalty: 5812.815918
	Iteration 27Q: 3 clusters Score -1.504852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122487 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -15048527.000000 Penalty: 5812.815918
	Iteration 28Q: 3 clusters Score -1.504853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122488 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -15048524.000000 Penalty: 5812.815918
	Iteration 29Q: 3 clusters Score -1.504852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122491 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -15048534.000000 Penalty: 5812.815918
	Iteration 30Q: 3 clusters Score -1.504853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122494 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -15048540.000000 Penalty: 5812.815918
	Iteration 31Q: 3 clusters Score -1.504854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122496 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -15048539.000000 Penalty: 5812.815918
	Iteration 32Q: 3 clusters Score -1.504854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122497 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -15048536.000000 Penalty: 5812.815918
	Iteration 33Q: 3 clusters Score -1.504854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122498 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -15048541.000000 Penalty: 5812.815918
	Iteration 34Q: 3 clusters Score -1.504854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122498 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -15048541.000000 Penalty: 5812.815918
	Iteration 35F: 3 clusters Score -1.504854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -25667.339844 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -25667.34 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 130 members 
Entering Unmasked Estep 
Score: -24622.574219 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -24622.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24741.292969 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -24741.29 nChanged 14
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: -24806.332031 Penalty: 2760.002197
	Iteration 2F: 3 clusters Score -24806.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24824.148438 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -24824.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24835.427734 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -24835.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24838.251953 Penalty: 2760.002197
	Iteration 5Q: 3 clusters Score -24838.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24838.251953 Penalty: 2760.002197
	Iteration 6F: 3 clusters Score -24838.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -86917.570312 Penalty: 1646.040039
	Iteration 0F: 2 clusters Score -86917.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -85312.476562 Penalty: 3292.080078
	Iteration 0F: 3 clusters Score -85312.48 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -85576.867188 Penalty: 3292.080078
	Iteration 1F: 3 clusters Score -85576.87 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85665.820312 Penalty: 3292.080078
	Iteration 2F: 3 clusters Score -85665.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85699.250000 Penalty: 3292.080078
	Iteration 3Q: 3 clusters Score -85699.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -85729.703125 Penalty: 3292.080078
	Iteration 4Q: 3 clusters Score -85729.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85748.523438 Penalty: 3292.080078
	Iteration 5Q: 3 clusters Score -85748.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -85773.125000 Penalty: 3292.080078
	Iteration 6Q: 3 clusters Score -85773.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -85784.593750 Penalty: 3292.080078
	Iteration 7Q: 3 clusters Score -85784.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -85794.148438 Penalty: 3292.080078
	Iteration 8Q: 3 clusters Score -85794.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -85803.546875 Penalty: 3292.080078
	Iteration 9Q: 3 clusters Score -85803.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -85810.179688 Penalty: 3292.080078
	Iteration 10Q: 3 clusters Score -85810.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -85814.656250 Penalty: 3292.080078
	Iteration 11Q: 3 clusters Score -85814.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -85819.039062 Penalty: 3292.080078
	Iteration 12Q: 3 clusters Score -85819.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -85827.320312 Penalty: 3292.080078
	Iteration 13Q: 3 clusters Score -85827.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -85833.484375 Penalty: 3292.080078
	Iteration 14Q: 3 clusters Score -85833.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -85843.539062 Penalty: 3292.080078
	Iteration 15Q: 3 clusters Score -85843.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -85853.789062 Penalty: 3292.080078
	Iteration 16Q: 3 clusters Score -85853.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -85864.601562 Penalty: 3292.080078
	Iteration 17Q: 3 clusters Score -85864.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -85866.953125 Penalty: 3292.080078
	Iteration 18Q: 3 clusters Score -85866.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -85875.320312 Penalty: 3292.080078
	Iteration 19Q: 3 clusters Score -85875.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -85882.304688 Penalty: 3292.080078
	Iteration 20F: 3 clusters Score -85882.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -85886.890625 Penalty: 3292.080078
	Iteration 21Q: 3 clusters Score -85886.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -85890.734375 Penalty: 3292.080078
	Iteration 22Q: 3 clusters Score -85890.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -85891.617188 Penalty: 3292.080078
	Iteration 23Q: 3 clusters Score -85891.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -85894.539062 Penalty: 3292.080078
	Iteration 24Q: 3 clusters Score -85894.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -85895.328125 Penalty: 3292.080078
	Iteration 25Q: 3 clusters Score -85895.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -85897.023438 Penalty: 3292.080078
	Iteration 26Q: 3 clusters Score -85897.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -85897.023438 Penalty: 3292.080078
	Iteration 27F: 3 clusters Score -85897.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -99497.351562 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -99497.35 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 420 members 
Entering Unmasked Estep 
Score: -97682.968750 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -97682.97 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -97958.273438 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -97958.27 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -98058.578125 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -98058.58 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -98166.523438 Penalty: 3369.559082
	Iteration 3Q: 3 clusters Score -98166.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -98251.718750 Penalty: 3369.559082
	Iteration 4Q: 3 clusters Score -98251.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -98331.257812 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -98331.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -98385.335938 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -98385.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -98422.710938 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -98422.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -98438.945312 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -98438.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -98448.757812 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -98448.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -98456.570312 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -98456.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -98464.781250 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -98464.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -98469.867188 Penalty: 3369.559082
	Iteration 12Q: 3 clusters Score -98469.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -98483.515625 Penalty: 3369.559082
	Iteration 13Q: 3 clusters Score -98483.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -98494.921875 Penalty: 3369.559082
	Iteration 14Q: 3 clusters Score -98494.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -98499.218750 Penalty: 3369.559082
	Iteration 15Q: 3 clusters Score -98499.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -98504.320312 Penalty: 3369.559082
	Iteration 16Q: 3 clusters Score -98504.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -98505.250000 Penalty: 3369.559082
	Iteration 17Q: 3 clusters Score -98505.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -98505.867188 Penalty: 3369.559082
	Iteration 18F: 3 clusters Score -98505.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -98512.132812 Penalty: 3369.559082
	Iteration 19Q: 3 clusters Score -98512.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -98512.132812 Penalty: 3369.559082
	Iteration 20F: 3 clusters Score -98512.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (225376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225376 members 
Entering Unmasked Estep 
Score: -27527304.000000 Penalty: 3056.730225
	Iteration 0F: 2 clusters Score -2.75273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112535 members 
Mstep: Class 2 contains 112841 members 
Entering Unmasked Estep 
Score: -27378664.000000 Penalty: 6113.460449
	Iteration 0F: 3 clusters Score -2.737866e+07 nChanged 108810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111039 members 
Mstep: Class 2 contains 114337 members 
Entering Unmasked Estep 
Score: -27442166.000000 Penalty: 6113.460449
	Iteration 1F: 3 clusters Score -2.744217e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109742 members 
Mstep: Class 2 contains 115634 members 
Entering Unmasked Estep 
Score: -27443172.000000 Penalty: 6113.460449
	Iteration 2Q: 3 clusters Score -2.744317e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107614 members 
Mstep: Class 2 contains 117762 members 
Entering Unmasked Estep 
Score: -27444516.000000 Penalty: 6113.460449
	Iteration 3Q: 3 clusters Score -2.744452e+07 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104121 members 
Mstep: Class 2 contains 121255 members 
Entering Unmasked Estep 
Score: -27446462.000000 Penalty: 6113.460449
	Iteration 4Q: 3 clusters Score -2.744646e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98431 members 
Mstep: Class 2 contains 126945 members 
Entering Unmasked Estep 
Score: -27449722.000000 Penalty: 6113.460449
	Iteration 5Q: 3 clusters Score -2.744972e+07 nChanged 11233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89830 members 
Mstep: Class 2 contains 135546 members 
Entering Unmasked Estep 
Score: -27454894.000000 Penalty: 6113.460449
	Iteration 6Q: 3 clusters Score -2.745489e+07 nChanged 14215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77761 members 
Mstep: Class 2 contains 147615 members 
Entering Unmasked Estep 
Score: -27462896.000000 Penalty: 6113.460449
	Iteration 7F: 3 clusters Score -2.74629e+07 nChanged 16760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 162841 members 
Entering Unmasked Estep 
Score: -27474214.000000 Penalty: 6113.460449
	Iteration 8F: 3 clusters Score -2.747421e+07 nChanged 17388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45895 members 
Mstep: Class 2 contains 179481 members 
Entering Unmasked Estep 
Score: -27486464.000000 Penalty: 6113.460449
	Iteration 9F: 3 clusters Score -2.748646e+07 nChanged 15905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 195138 members 
Entering Unmasked Estep 
Score: -27498958.000000 Penalty: 6113.460449
	Iteration 10F: 3 clusters Score -2.749896e+07 nChanged 12681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 207781 members 
Entering Unmasked Estep 
Score: -27509630.000000 Penalty: 6113.460449
	Iteration 11F: 3 clusters Score -2.750963e+07 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 216343 members 
Entering Unmasked Estep 
Score: -27516960.000000 Penalty: 6113.460449
	Iteration 12Q: 3 clusters Score -2.751696e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 221089 members 
Entering Unmasked Estep 
Score: -27521190.000000 Penalty: 6113.460449
	Iteration 13Q: 3 clusters Score -2.752119e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 223268 members 
Entering Unmasked Estep 
Score: -27522972.000000 Penalty: 6113.460449
	Iteration 14Q: 3 clusters Score -2.752297e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 224214 members 
Entering Unmasked Estep 
Score: -27523880.000000 Penalty: 6113.460449
	Iteration 15Q: 3 clusters Score -2.752388e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 224596 members 
Entering Unmasked Estep 
Score: -27524184.000000 Penalty: 6113.460449
	Iteration 16Q: 3 clusters Score -2.752418e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 224753 members 
Entering Unmasked Estep 
Score: -27524276.000000 Penalty: 6113.460449
	Iteration 17Q: 3 clusters Score -2.752428e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 224833 members 
Entering Unmasked Estep 
Score: -27524400.000000 Penalty: 6113.460449
	Iteration 18Q: 3 clusters Score -2.75244e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 224879 members 
Entering Unmasked Estep 
Score: -27524472.000000 Penalty: 6113.460449
	Iteration 19Q: 3 clusters Score -2.752447e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 224905 members 
Entering Unmasked Estep 
Score: -27524500.000000 Penalty: 6113.460449
	Iteration 20F: 3 clusters Score -2.75245e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 224919 members 
Entering Unmasked Estep 
Score: -27524592.000000 Penalty: 6113.460449
	Iteration 21Q: 3 clusters Score -2.752459e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 224934 members 
Entering Unmasked Estep 
Score: -27524620.000000 Penalty: 6113.460449
	Iteration 22Q: 3 clusters Score -2.752462e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 224940 members 
Entering Unmasked Estep 
Score: -27524620.000000 Penalty: 6113.460449
	Iteration 23Q: 3 clusters Score -2.752462e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 224939 members 
Entering Unmasked Estep 
Score: -27524644.000000 Penalty: 6113.460449
	Iteration 24Q: 3 clusters Score -2.752464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 224939 members 
Entering Unmasked Estep 
Score: -27524646.000000 Penalty: 6113.460449
	Iteration 25Q: 3 clusters Score -2.752465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 224942 members 
Entering Unmasked Estep 
Score: -27524650.000000 Penalty: 6113.460449
	Iteration 26Q: 3 clusters Score -2.752465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 224945 members 
Entering Unmasked Estep 
Score: -27524654.000000 Penalty: 6113.460449
	Iteration 27Q: 3 clusters Score -2.752465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 224946 members 
Entering Unmasked Estep 
Score: -27524656.000000 Penalty: 6113.460449
	Iteration 28Q: 3 clusters Score -2.752466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 224947 members 
Entering Unmasked Estep 
Score: -27524656.000000 Penalty: 6113.460449
	Iteration 29Q: 3 clusters Score -2.752466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 224947 members 
Entering Unmasked Estep 
Score: -27524656.000000 Penalty: 6113.460449
	Iteration 30F: 3 clusters Score -2.752466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10944 members 
Mstep: Class 4 contains 20080 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20432 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 45337 members 
Mstep: Class 10 contains 164443 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64741 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158398 members 
Mstep: Class 15 contains 57095 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2776 members 
Mstep: Class 18 contains 9069 members 
Mstep: Class 19 contains 42399 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 160784 members 
Mstep: Class 22 contains 98487 members 
Mstep: Class 23 contains 30971 members 
Mstep: Class 24 contains 3512 members 
Mstep: Class 25 contains 122932 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467872.000000 Penalty: 101426.492188
Iteration 239Q: 30 clusters Score -1.584679e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10942 members 
Mstep: Class 4 contains 20081 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20431 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 45337 members 
Mstep: Class 10 contains 164454 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64739 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158389 members 
Mstep: Class 15 contains 57093 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 2776 members 
Mstep: Class 18 contains 9072 members 
Mstep: Class 19 contains 42398 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160785 members 
Mstep: Class 22 contains 98487 members 
Mstep: Class 23 contains 30971 members 
Mstep: Class 24 contains 3513 members 
Mstep: Class 25 contains 122932 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467936.000000 Penalty: 101426.492188
Iteration 240F: 30 clusters Score -1.584679e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10944 members 
Mstep: Class 4 contains 20081 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20432 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5835 members 
Mstep: Class 9 contains 45339 members 
Mstep: Class 10 contains 164469 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64738 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158378 members 
Mstep: Class 15 contains 57089 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2776 members 
Mstep: Class 18 contains 9072 members 
Mstep: Class 19 contains 42398 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160785 members 
Mstep: Class 22 contains 98486 members 
Mstep: Class 23 contains 30971 members 
Mstep: Class 24 contains 3515 members 
Mstep: Class 25 contains 122930 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467920.000000 Penalty: 101426.492188
Iteration 241Q: 30 clusters Score -1.584679e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 20080 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20431 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5828 members 
Mstep: Class 9 contains 45343 members 
Mstep: Class 10 contains 164479 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64738 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158371 members 
Mstep: Class 15 contains 57089 members 
Mstep: Class 16 contains 6490 members 
Mstep: Class 17 contains 2776 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 42397 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160784 members 
Mstep: Class 22 contains 98486 members 
Mstep: Class 23 contains 30971 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122929 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468000.000000 Penalty: 101426.492188
Iteration 242Q: 30 clusters Score -1.58468e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10947 members 
Mstep: Class 4 contains 20080 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20430 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5818 members 
Mstep: Class 9 contains 45346 members 
Mstep: Class 10 contains 164487 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64737 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158369 members 
Mstep: Class 15 contains 57089 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 42400 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160783 members 
Mstep: Class 22 contains 98486 members 
Mstep: Class 23 contains 30971 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122929 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468048.000000 Penalty: 101426.492188
Iteration 243Q: 30 clusters Score -1.58468e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10946 members 
Mstep: Class 4 contains 20080 members 
Mstep: Class 5 contains 9579 members 
Mstep: Class 6 contains 20430 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5816 members 
Mstep: Class 9 contains 45346 members 
Mstep: Class 10 contains 164497 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64736 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158367 members 
Mstep: Class 15 contains 57088 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 42400 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160783 members 
Mstep: Class 22 contains 98486 members 
Mstep: Class 23 contains 30971 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122927 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468048.000000 Penalty: 101426.492188
Iteration 244Q: 30 clusters Score -1.58468e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10947 members 
Mstep: Class 4 contains 20079 members 
Mstep: Class 5 contains 9578 members 
Mstep: Class 6 contains 20430 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5816 members 
Mstep: Class 9 contains 45344 members 
Mstep: Class 10 contains 164506 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64736 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158366 members 
Mstep: Class 15 contains 57087 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9074 members 
Mstep: Class 19 contains 42398 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160784 members 
Mstep: Class 22 contains 98487 members 
Mstep: Class 23 contains 30971 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122927 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467936.000000 Penalty: 101426.492188
Iteration 245Q: 30 clusters Score -1.584679e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 20079 members 
Mstep: Class 5 contains 9578 members 
Mstep: Class 6 contains 20429 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 45341 members 
Mstep: Class 10 contains 164510 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 64735 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158364 members 
Mstep: Class 15 contains 57087 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9074 members 
Mstep: Class 19 contains 42397 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160782 members 
Mstep: Class 22 contains 98487 members 
Mstep: Class 23 contains 30972 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122926 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467968.000000 Penalty: 101426.492188
Iteration 246Q: 30 clusters Score -1.58468e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 20080 members 
Mstep: Class 5 contains 9578 members 
Mstep: Class 6 contains 20428 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5817 members 
Mstep: Class 9 contains 45342 members 
Mstep: Class 10 contains 164518 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 64732 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158359 members 
Mstep: Class 15 contains 57087 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 42396 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160779 members 
Mstep: Class 22 contains 98487 members 
Mstep: Class 23 contains 30972 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122928 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467984.000000 Penalty: 101426.492188
Iteration 247Q: 30 clusters Score -1.58468e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10946 members 
Mstep: Class 4 contains 20079 members 
Mstep: Class 5 contains 9578 members 
Mstep: Class 6 contains 20430 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5816 members 
Mstep: Class 9 contains 45339 members 
Mstep: Class 10 contains 164540 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 64729 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158346 members 
Mstep: Class 15 contains 57085 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9076 members 
Mstep: Class 19 contains 42397 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160777 members 
Mstep: Class 22 contains 98487 members 
Mstep: Class 23 contains 30972 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122929 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467920.000000 Penalty: 101426.492188
Iteration 248Q: 30 clusters Score -1.584679e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10947 members 
Mstep: Class 4 contains 20078 members 
Mstep: Class 5 contains 9578 members 
Mstep: Class 6 contains 20430 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5812 members 
Mstep: Class 9 contains 45344 members 
Mstep: Class 10 contains 164539 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 64729 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158351 members 
Mstep: Class 15 contains 57085 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9078 members 
Mstep: Class 19 contains 42396 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160773 members 
Mstep: Class 22 contains 98487 members 
Mstep: Class 23 contains 30972 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122930 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467904.000000 Penalty: 101426.492188
Iteration 249Q: 30 clusters Score -1.584679e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10945 members 
Mstep: Class 4 contains 20078 members 
Mstep: Class 5 contains 9578 members 
Mstep: Class 6 contains 20430 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5812 members 
Mstep: Class 9 contains 45349 members 
Mstep: Class 10 contains 164540 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 64727 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158351 members 
Mstep: Class 15 contains 57086 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9077 members 
Mstep: Class 19 contains 42396 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160774 members 
Mstep: Class 22 contains 98487 members 
Mstep: Class 23 contains 30973 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122928 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468000.000000 Penalty: 101426.492188
Iteration 250Q: 30 clusters Score -1.58468e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10944 members 
Mstep: Class 4 contains 20078 members 
Mstep: Class 5 contains 9578 members 
Mstep: Class 6 contains 20428 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5814 members 
Mstep: Class 9 contains 45344 members 
Mstep: Class 10 contains 164544 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 64726 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158356 members 
Mstep: Class 15 contains 57087 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9076 members 
Mstep: Class 19 contains 42395 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160774 members 
Mstep: Class 22 contains 98486 members 
Mstep: Class 23 contains 30974 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122927 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467936.000000 Penalty: 101426.492188
Iteration 251Q: 30 clusters Score -1.584679e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10943 members 
Mstep: Class 4 contains 20078 members 
Mstep: Class 5 contains 9578 members 
Mstep: Class 6 contains 20426 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5816 members 
Mstep: Class 9 contains 45342 members 
Mstep: Class 10 contains 164541 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 64725 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158362 members 
Mstep: Class 15 contains 57087 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9077 members 
Mstep: Class 19 contains 42395 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160774 members 
Mstep: Class 22 contains 98486 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122926 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467984.000000 Penalty: 101426.492188
Iteration 252Q: 30 clusters Score -1.58468e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10944 members 
Mstep: Class 4 contains 20078 members 
Mstep: Class 5 contains 9578 members 
Mstep: Class 6 contains 20426 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5816 members 
Mstep: Class 9 contains 45342 members 
Mstep: Class 10 contains 164534 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 64724 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158371 members 
Mstep: Class 15 contains 57088 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9077 members 
Mstep: Class 19 contains 42395 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160774 members 
Mstep: Class 22 contains 98486 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122924 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467968.000000 Penalty: 101426.492188
Iteration 253Q: 30 clusters Score -1.58468e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10944 members 
Mstep: Class 4 contains 20077 members 
Mstep: Class 5 contains 9578 members 
Mstep: Class 6 contains 20426 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5816 members 
Mstep: Class 9 contains 45342 members 
Mstep: Class 10 contains 164528 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 64724 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158380 members 
Mstep: Class 15 contains 57088 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9077 members 
Mstep: Class 19 contains 42395 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160774 members 
Mstep: Class 22 contains 98486 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122924 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468032.000000 Penalty: 101426.492188
Iteration 254Q: 30 clusters Score -1.58468e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10944 members 
Mstep: Class 4 contains 20076 members 
Mstep: Class 5 contains 9579 members 
Mstep: Class 6 contains 20427 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5813 members 
Mstep: Class 9 contains 45342 members 
Mstep: Class 10 contains 164527 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 64725 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158379 members 
Mstep: Class 15 contains 57088 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9076 members 
Mstep: Class 19 contains 42396 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160774 members 
Mstep: Class 22 contains 98487 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122925 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468032.000000 Penalty: 101426.492188
Iteration 255Q: 30 clusters Score -1.58468e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10944 members 
Mstep: Class 4 contains 20079 members 
Mstep: Class 5 contains 9578 members 
Mstep: Class 6 contains 20427 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5812 members 
Mstep: Class 9 contains 45341 members 
Mstep: Class 10 contains 164531 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 64724 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158377 members 
Mstep: Class 15 contains 57089 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9074 members 
Mstep: Class 19 contains 42396 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160773 members 
Mstep: Class 22 contains 98488 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122926 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468032.000000 Penalty: 101426.492188
Iteration 256Q: 30 clusters Score -1.58468e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10944 members 
Mstep: Class 4 contains 20083 members 
Mstep: Class 5 contains 9578 members 
Mstep: Class 6 contains 20427 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5812 members 
Mstep: Class 9 contains 45337 members 
Mstep: Class 10 contains 164540 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64723 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158374 members 
Mstep: Class 15 contains 57090 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 42395 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160774 members 
Mstep: Class 22 contains 98487 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122927 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467984.000000 Penalty: 101426.492188
Iteration 257Q: 30 clusters Score -1.58468e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10945 members 
Mstep: Class 4 contains 20084 members 
Mstep: Class 5 contains 9578 members 
Mstep: Class 6 contains 20427 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5814 members 
Mstep: Class 9 contains 45335 members 
Mstep: Class 10 contains 164540 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64721 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158373 members 
Mstep: Class 15 contains 57091 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 42396 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160771 members 
Mstep: Class 22 contains 98487 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122931 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468032.000000 Penalty: 101426.492188
Iteration 258Q: 30 clusters Score -1.58468e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10946 members 
Mstep: Class 4 contains 20089 members 
Mstep: Class 5 contains 9578 members 
Mstep: Class 6 contains 20427 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5815 members 
Mstep: Class 9 contains 45334 members 
Mstep: Class 10 contains 164542 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64718 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158377 members 
Mstep: Class 15 contains 57089 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 42397 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160769 members 
Mstep: Class 22 contains 98484 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122930 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467952.000000 Penalty: 101426.492188
Iteration 259Q: 30 clusters Score -1.58468e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10947 members 
Mstep: Class 4 contains 20090 members 
Mstep: Class 5 contains 9578 members 
Mstep: Class 6 contains 20427 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5814 members 
Mstep: Class 9 contains 45335 members 
Mstep: Class 10 contains 164540 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64719 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158378 members 
Mstep: Class 15 contains 57087 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 42398 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160771 members 
Mstep: Class 22 contains 98481 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122930 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468016.000000 Penalty: 101426.492188
Iteration 260F: 30 clusters Score -1.58468e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10947 members 
Mstep: Class 4 contains 20091 members 
Mstep: Class 5 contains 9579 members 
Mstep: Class 6 contains 20426 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5813 members 
Mstep: Class 9 contains 45337 members 
Mstep: Class 10 contains 164544 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64719 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158379 members 
Mstep: Class 15 contains 57084 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 42400 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 160770 members 
Mstep: Class 22 contains 98480 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122929 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468000.000000 Penalty: 101426.492188
Iteration 261Q: 30 clusters Score -1.58468e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 20093 members 
Mstep: Class 5 contains 9579 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5813 members 
Mstep: Class 9 contains 45339 members 
Mstep: Class 10 contains 164543 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64720 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158380 members 
Mstep: Class 15 contains 57085 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 42400 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160769 members 
Mstep: Class 22 contains 98478 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122926 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467968.000000 Penalty: 101426.492188
Iteration 262Q: 30 clusters Score -1.58468e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 20093 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5809 members 
Mstep: Class 9 contains 45341 members 
Mstep: Class 10 contains 164542 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64720 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158386 members 
Mstep: Class 15 contains 57085 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 42401 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160769 members 
Mstep: Class 22 contains 98476 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122926 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467904.000000 Penalty: 101426.492188
Iteration 263Q: 30 clusters Score -1.584679e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 20092 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5805 members 
Mstep: Class 9 contains 45345 members 
Mstep: Class 10 contains 164547 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64720 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158387 members 
Mstep: Class 15 contains 57085 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9072 members 
Mstep: Class 19 contains 42401 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160767 members 
Mstep: Class 22 contains 98476 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122927 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467984.000000 Penalty: 101426.492188
Iteration 264Q: 30 clusters Score -1.58468e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 20092 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5802 members 
Mstep: Class 9 contains 45344 members 
Mstep: Class 10 contains 164550 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64719 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158387 members 
Mstep: Class 15 contains 57085 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9072 members 
Mstep: Class 19 contains 42401 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160766 members 
Mstep: Class 22 contains 98476 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122929 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467968.000000 Penalty: 101426.492188
Iteration 265Q: 30 clusters Score -1.58468e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 20092 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5801 members 
Mstep: Class 9 contains 45344 members 
Mstep: Class 10 contains 164553 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64718 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158388 members 
Mstep: Class 15 contains 57085 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9072 members 
Mstep: Class 19 contains 42401 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160766 members 
Mstep: Class 22 contains 98476 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122929 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468016.000000 Penalty: 101426.492188
Iteration 266Q: 30 clusters Score -1.58468e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 20092 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5802 members 
Mstep: Class 9 contains 45344 members 
Mstep: Class 10 contains 164555 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64718 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158387 members 
Mstep: Class 15 contains 57085 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9072 members 
Mstep: Class 19 contains 42401 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160765 members 
Mstep: Class 22 contains 98476 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122928 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468048.000000 Penalty: 101426.492188
Iteration 267Q: 30 clusters Score -1.58468e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 20092 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5801 members 
Mstep: Class 9 contains 45344 members 
Mstep: Class 10 contains 164555 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64718 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158386 members 
Mstep: Class 15 contains 57086 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9072 members 
Mstep: Class 19 contains 42401 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160766 members 
Mstep: Class 22 contains 98475 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122929 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468064.000000 Penalty: 101426.492188
Iteration 268Q: 30 clusters Score -1.584681e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 20091 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5800 members 
Mstep: Class 9 contains 45344 members 
Mstep: Class 10 contains 164555 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64718 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158386 members 
Mstep: Class 15 contains 57086 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9072 members 
Mstep: Class 19 contains 42401 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160765 members 
Mstep: Class 22 contains 98475 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122931 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468016.000000 Penalty: 101426.492188
Iteration 269Q: 30 clusters Score -1.58468e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 20091 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5801 members 
Mstep: Class 9 contains 45343 members 
Mstep: Class 10 contains 164555 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64718 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158387 members 
Mstep: Class 15 contains 57086 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9072 members 
Mstep: Class 19 contains 42401 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160765 members 
Mstep: Class 22 contains 98475 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122931 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467984.000000 Penalty: 101426.492188
Iteration 270Q: 30 clusters Score -1.58468e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 20091 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5801 members 
Mstep: Class 9 contains 45342 members 
Mstep: Class 10 contains 164556 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64718 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158387 members 
Mstep: Class 15 contains 57086 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9072 members 
Mstep: Class 19 contains 42401 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160765 members 
Mstep: Class 22 contains 98475 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122931 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468016.000000 Penalty: 101426.492188
Iteration 271Q: 30 clusters Score -1.58468e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 20091 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5801 members 
Mstep: Class 9 contains 45343 members 
Mstep: Class 10 contains 164554 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64718 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158388 members 
Mstep: Class 15 contains 57086 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9072 members 
Mstep: Class 19 contains 42401 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160765 members 
Mstep: Class 22 contains 98475 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122931 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468048.000000 Penalty: 101426.492188
Iteration 272Q: 30 clusters Score -1.58468e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 20091 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5801 members 
Mstep: Class 9 contains 45343 members 
Mstep: Class 10 contains 164554 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64719 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158387 members 
Mstep: Class 15 contains 57086 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9072 members 
Mstep: Class 19 contains 42401 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160765 members 
Mstep: Class 22 contains 98475 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122931 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468032.000000 Penalty: 101426.492188
Iteration 273Q: 30 clusters Score -1.58468e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 20091 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5801 members 
Mstep: Class 9 contains 45343 members 
Mstep: Class 10 contains 164555 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64719 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158386 members 
Mstep: Class 15 contains 57086 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9072 members 
Mstep: Class 19 contains 42401 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160765 members 
Mstep: Class 22 contains 98475 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122931 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468064.000000 Penalty: 101426.492188
Iteration 274Q: 30 clusters Score -1.584681e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 20091 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5801 members 
Mstep: Class 9 contains 45343 members 
Mstep: Class 10 contains 164558 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64720 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158384 members 
Mstep: Class 15 contains 57086 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9071 members 
Mstep: Class 19 contains 42400 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160765 members 
Mstep: Class 22 contains 98475 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122931 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468064.000000 Penalty: 101426.492188
Iteration 275Q: 30 clusters Score -1.584681e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 20091 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5800 members 
Mstep: Class 9 contains 45343 members 
Mstep: Class 10 contains 164558 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64720 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158385 members 
Mstep: Class 15 contains 57086 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9071 members 
Mstep: Class 19 contains 42400 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160765 members 
Mstep: Class 22 contains 98475 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122931 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468128.000000 Penalty: 101426.492188
Iteration 276Q: 30 clusters Score -1.584681e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 20091 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5800 members 
Mstep: Class 9 contains 45343 members 
Mstep: Class 10 contains 164557 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64720 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158386 members 
Mstep: Class 15 contains 57086 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9071 members 
Mstep: Class 19 contains 42400 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160765 members 
Mstep: Class 22 contains 98475 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122931 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468080.000000 Penalty: 101426.492188
Iteration 277Q: 30 clusters Score -1.584681e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10949 members 
Mstep: Class 4 contains 20091 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5800 members 
Mstep: Class 9 contains 45343 members 
Mstep: Class 10 contains 164558 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64720 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158384 members 
Mstep: Class 15 contains 57086 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9071 members 
Mstep: Class 19 contains 42400 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160765 members 
Mstep: Class 22 contains 98475 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122931 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468096.000000 Penalty: 101426.492188
Iteration 278Q: 30 clusters Score -1.584681e+08 nChanged 1
Entering ConstructFrom: 
Score: -158468096.000000 Penalty: 101426.492188
Entering ConstructFrom: 
Trying to split cluster 1 (11862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Entering Unmasked Estep 
Score: -1393894.250000 Penalty: 2326.511475
	Iteration 0F: 2 clusters Score -1393894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1385035.625000 Penalty: 4653.022949
	Iteration 0F: 3 clusters Score -1385036 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1387794.625000 Penalty: 4653.022949
	Iteration 1F: 3 clusters Score -1387795 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1388178.625000 Penalty: 4653.022949
	Iteration 2F: 3 clusters Score -1388179 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1388518.500000 Penalty: 4653.022949
	Iteration 3F: 3 clusters Score -1388518 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1388769.625000 Penalty: 4653.022949
	Iteration 4Q: 3 clusters Score -1388770 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1388976.875000 Penalty: 4653.022949
	Iteration 5Q: 3 clusters Score -1388977 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1389166.500000 Penalty: 4653.022949
	Iteration 6Q: 3 clusters Score -1389166 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1389333.250000 Penalty: 4653.022949
	Iteration 7Q: 3 clusters Score -1389333 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1389484.375000 Penalty: 4653.022949
	Iteration 8Q: 3 clusters Score -1389484 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1389636.750000 Penalty: 4653.022949
	Iteration 9Q: 3 clusters Score -1389637 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1389795.000000 Penalty: 4653.022949
	Iteration 10Q: 3 clusters Score -1389795 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1389957.750000 Penalty: 4653.022949
	Iteration 11Q: 3 clusters Score -1389958 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1390129.250000 Penalty: 4653.022949
	Iteration 12Q: 3 clusters Score -1390129 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1390328.000000 Penalty: 4653.022949
	Iteration 13Q: 3 clusters Score -1390328 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1390593.875000 Penalty: 4653.022949
	Iteration 14Q: 3 clusters Score -1390594 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1390961.375000 Penalty: 4653.022949
	Iteration 15Q: 3 clusters Score -1390961 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1391493.750000 Penalty: 4653.022949
	Iteration 16Q: 3 clusters Score -1391494 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1392096.375000 Penalty: 4653.022949
	Iteration 17Q: 3 clusters Score -1392096 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1392580.500000 Penalty: 4653.022949
	Iteration 18Q: 3 clusters Score -1392580 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1393050.000000 Penalty: 4653.022949
	Iteration 19Q: 3 clusters Score -1393050 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1393367.375000 Penalty: 4653.022949
	Iteration 20F: 3 clusters Score -1393367 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1393561.625000 Penalty: 4653.022949
	Iteration 21Q: 3 clusters Score -1393562 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1393683.500000 Penalty: 4653.022949
	Iteration 22Q: 3 clusters Score -1393684 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1393772.000000 Penalty: 4653.022949
	Iteration 23Q: 3 clusters Score -1393772 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1393841.000000 Penalty: 4653.022949
	Iteration 24Q: 3 clusters Score -1393841 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1393894.125000 Penalty: 4653.022949
	Iteration 25Q: 3 clusters Score -1393894 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1393934.750000 Penalty: 4653.022949
	Iteration 26Q: 3 clusters Score -1393935 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1393976.000000 Penalty: 4653.022949
	Iteration 27Q: 3 clusters Score -1393976 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1393999.125000 Penalty: 4653.022949
	Iteration 28Q: 3 clusters Score -1393999 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1394034.375000 Penalty: 4653.022949
	Iteration 29Q: 3 clusters Score -1394034 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1394062.500000 Penalty: 4653.022949
	Iteration 30Q: 3 clusters Score -1394062 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1394090.875000 Penalty: 4653.022949
	Iteration 31Q: 3 clusters Score -1394091 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1394112.875000 Penalty: 4653.022949
	Iteration 32Q: 3 clusters Score -1394113 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1394130.500000 Penalty: 4653.022949
	Iteration 33Q: 3 clusters Score -1394130 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1394143.625000 Penalty: 4653.022949
	Iteration 34Q: 3 clusters Score -1394144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1394151.375000 Penalty: 4653.022949
	Iteration 35Q: 3 clusters Score -1394151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1394155.250000 Penalty: 4653.022949
	Iteration 36Q: 3 clusters Score -1394155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1394160.875000 Penalty: 4653.022949
	Iteration 37Q: 3 clusters Score -1394161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1394162.875000 Penalty: 4653.022949
	Iteration 38Q: 3 clusters Score -1394163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1394164.375000 Penalty: 4653.022949
	Iteration 39Q: 3 clusters Score -1394164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1394165.125000 Penalty: 4653.022949
	Iteration 40F: 3 clusters Score -1394165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1394168.625000 Penalty: 4653.022949
	Iteration 41Q: 3 clusters Score -1394169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1394171.000000 Penalty: 4653.022949
	Iteration 42Q: 3 clusters Score -1394171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1394168.375000 Penalty: 4653.022949
	Iteration 43Q: 3 clusters Score -1394168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1394171.250000 Penalty: 4653.022949
	Iteration 44Q: 3 clusters Score -1394171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1394170.875000 Penalty: 4653.022949
	Iteration 45Q: 3 clusters Score -1394171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1394170.875000 Penalty: 4653.022949
	Iteration 46F: 3 clusters Score -1394171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10950 members 
Mstep: Class 4 contains 20091 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5800 members 
Mstep: Class 9 contains 45343 members 
Mstep: Class 10 contains 164557 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64720 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158384 members 
Mstep: Class 15 contains 57086 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9071 members 
Mstep: Class 19 contains 42400 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160765 members 
Mstep: Class 22 contains 98475 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122931 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225352 members 
Mstep: Class 30 contains 3930 members 
Entering Unmasked Estep 
Score: -158467600.000000 Penalty: 104923.953125
Splitting cluster 1 changes total score from -158468096.000000 to -158467600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -68488.289062 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -68488.29 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 325 members 
Entering Unmasked Estep 
Score: -66913.523438 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -66913.52 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67151.750000 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -67151.75 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -67216.726562 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -67216.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -67241.382812 Penalty: 3206.435791
	Iteration 3Q: 3 clusters Score -67241.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -67252.085938 Penalty: 3206.435791
	Iteration 4Q: 3 clusters Score -67252.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -67261.367188 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -67261.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67276.710938 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -67276.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -67282.304688 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -67282.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -67293.273438 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -67293.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -67299.085938 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -67299.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -67302.640625 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -67302.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -67310.539062 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -67310.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -67313.898438 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -67313.9 nChanged 3
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: -67317.046875 Penalty: 3206.435791
	Iteration 13Q: 3 clusters Score -67317.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -67320.734375 Penalty: 3206.435791
	Iteration 14Q: 3 clusters Score -67320.73 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: -67321.257812 Penalty: 3206.435791
	Iteration 15Q: 3 clusters Score -67321.26 nChanged 0
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: -67321.257812 Penalty: 3206.435791
	Iteration 16F: 3 clusters Score -67321.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Entering Unmasked Estep 
Score: -1313987.125000 Penalty: 2306.671631
	Iteration 0F: 2 clusters Score -1313987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1305695.250000 Penalty: 4613.343262
	Iteration 0F: 3 clusters Score -1305695 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1308195.750000 Penalty: 4613.343262
	Iteration 1F: 3 clusters Score -1308196 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1308735.125000 Penalty: 4613.343262
	Iteration 2F: 3 clusters Score -1308735 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1309259.500000 Penalty: 4613.343262
	Iteration 3F: 3 clusters Score -1309260 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1309704.750000 Penalty: 4613.343262
	Iteration 4F: 3 clusters Score -1309705 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1310082.125000 Penalty: 4613.343262
	Iteration 5F: 3 clusters Score -1310082 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1310368.625000 Penalty: 4613.343262
	Iteration 6Q: 3 clusters Score -1310369 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1310563.375000 Penalty: 4613.343262
	Iteration 7Q: 3 clusters Score -1310563 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1310737.625000 Penalty: 4613.343262
	Iteration 8Q: 3 clusters Score -1310738 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1310880.125000 Penalty: 4613.343262
	Iteration 9Q: 3 clusters Score -1310880 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1310987.500000 Penalty: 4613.343262
	Iteration 10Q: 3 clusters Score -1310988 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1311072.625000 Penalty: 4613.343262
	Iteration 11Q: 3 clusters Score -1311073 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1311135.625000 Penalty: 4613.343262
	Iteration 12Q: 3 clusters Score -1311136 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1311183.625000 Penalty: 4613.343262
	Iteration 13Q: 3 clusters Score -1311184 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1311218.000000 Penalty: 4613.343262
	Iteration 14Q: 3 clusters Score -1311218 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1311254.250000 Penalty: 4613.343262
	Iteration 15Q: 3 clusters Score -1311254 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1311278.500000 Penalty: 4613.343262
	Iteration 16Q: 3 clusters Score -1311278 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1311305.375000 Penalty: 4613.343262
	Iteration 17Q: 3 clusters Score -1311305 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1311326.500000 Penalty: 4613.343262
	Iteration 18Q: 3 clusters Score -1311326 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1311348.000000 Penalty: 4613.343262
	Iteration 19Q: 3 clusters Score -1311348 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1311371.625000 Penalty: 4613.343262
	Iteration 20F: 3 clusters Score -1311372 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1311390.625000 Penalty: 4613.343262
	Iteration 21Q: 3 clusters Score -1311391 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1311399.875000 Penalty: 4613.343262
	Iteration 22Q: 3 clusters Score -1311400 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1311415.625000 Penalty: 4613.343262
	Iteration 23Q: 3 clusters Score -1311416 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1311430.500000 Penalty: 4613.343262
	Iteration 24Q: 3 clusters Score -1311430 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1311444.625000 Penalty: 4613.343262
	Iteration 25Q: 3 clusters Score -1311445 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1311462.500000 Penalty: 4613.343262
	Iteration 26Q: 3 clusters Score -1311462 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1311476.000000 Penalty: 4613.343262
	Iteration 27Q: 3 clusters Score -1311476 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1311490.750000 Penalty: 4613.343262
	Iteration 28Q: 3 clusters Score -1311491 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1311516.000000 Penalty: 4613.343262
	Iteration 29Q: 3 clusters Score -1311516 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1311536.125000 Penalty: 4613.343262
	Iteration 30Q: 3 clusters Score -1311536 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1311557.250000 Penalty: 4613.343262
	Iteration 31Q: 3 clusters Score -1311557 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1311579.250000 Penalty: 4613.343262
	Iteration 32Q: 3 clusters Score -1311579 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1311606.375000 Penalty: 4613.343262
	Iteration 33Q: 3 clusters Score -1311606 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1311643.375000 Penalty: 4613.343262
	Iteration 34Q: 3 clusters Score -1311643 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1311681.500000 Penalty: 4613.343262
	Iteration 35Q: 3 clusters Score -1311682 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1311727.125000 Penalty: 4613.343262
	Iteration 36Q: 3 clusters Score -1311727 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1311777.250000 Penalty: 4613.343262
	Iteration 37Q: 3 clusters Score -1311777 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1311839.000000 Penalty: 4613.343262
	Iteration 38Q: 3 clusters Score -1311839 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1311902.500000 Penalty: 4613.343262
	Iteration 39Q: 3 clusters Score -1311902 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1311970.875000 Penalty: 4613.343262
	Iteration 40F: 3 clusters Score -1311971 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1312045.875000 Penalty: 4613.343262
	Iteration 41Q: 3 clusters Score -1312046 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1312112.625000 Penalty: 4613.343262
	Iteration 42Q: 3 clusters Score -1312113 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1312185.625000 Penalty: 4613.343262
	Iteration 43Q: 3 clusters Score -1312186 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1312249.125000 Penalty: 4613.343262
	Iteration 44Q: 3 clusters Score -1312249 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1312292.875000 Penalty: 4613.343262
	Iteration 45Q: 3 clusters Score -1312293 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1312323.625000 Penalty: 4613.343262
	Iteration 46Q: 3 clusters Score -1312324 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1312341.625000 Penalty: 4613.343262
	Iteration 47Q: 3 clusters Score -1312342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1312357.625000 Penalty: 4613.343262
	Iteration 48Q: 3 clusters Score -1312358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1312369.375000 Penalty: 4613.343262
	Iteration 49Q: 3 clusters Score -1312369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1312376.500000 Penalty: 4613.343262
	Iteration 50Q: 3 clusters Score -1312376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1312379.875000 Penalty: 4613.343262
	Iteration 51Q: 3 clusters Score -1312380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1312386.625000 Penalty: 4613.343262
	Iteration 52Q: 3 clusters Score -1312387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1312387.750000 Penalty: 4613.343262
	Iteration 53Q: 3 clusters Score -1312388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1312395.625000 Penalty: 4613.343262
	Iteration 54Q: 3 clusters Score -1312396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1312401.125000 Penalty: 4613.343262
	Iteration 55Q: 3 clusters Score -1312401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1312407.750000 Penalty: 4613.343262
	Iteration 56Q: 3 clusters Score -1312408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1312409.375000 Penalty: 4613.343262
	Iteration 57Q: 3 clusters Score -1312409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1312409.000000 Penalty: 4613.343262
	Iteration 58Q: 3 clusters Score -1312409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1312415.250000 Penalty: 4613.343262
	Iteration 59Q: 3 clusters Score -1312415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1312417.375000 Penalty: 4613.343262
	Iteration 60F: 3 clusters Score -1312417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1312420.500000 Penalty: 4613.343262
	Iteration 61Q: 3 clusters Score -1312420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1312424.500000 Penalty: 4613.343262
	Iteration 62Q: 3 clusters Score -1312424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1312426.875000 Penalty: 4613.343262
	Iteration 63Q: 3 clusters Score -1312427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1312429.375000 Penalty: 4613.343262
	Iteration 64Q: 3 clusters Score -1312429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1312432.500000 Penalty: 4613.343262
	Iteration 65Q: 3 clusters Score -1312432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1312433.375000 Penalty: 4613.343262
	Iteration 66Q: 3 clusters Score -1312433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1312439.375000 Penalty: 4613.343262
	Iteration 67Q: 3 clusters Score -1312439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1312439.375000 Penalty: 4613.343262
	Iteration 68Q: 3 clusters Score -1312439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1312440.750000 Penalty: 4613.343262
	Iteration 69Q: 3 clusters Score -1312441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1312442.000000 Penalty: 4613.343262
	Iteration 70Q: 3 clusters Score -1312442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1312443.250000 Penalty: 4613.343262
	Iteration 71Q: 3 clusters Score -1312443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1312443.750000 Penalty: 4613.343262
	Iteration 72Q: 3 clusters Score -1312444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1312447.250000 Penalty: 4613.343262
	Iteration 73Q: 3 clusters Score -1312447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1312446.125000 Penalty: 4613.343262
	Iteration 74Q: 3 clusters Score -1312446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1312448.250000 Penalty: 4613.343262
	Iteration 75Q: 3 clusters Score -1312448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1312450.250000 Penalty: 4613.343262
	Iteration 76Q: 3 clusters Score -1312450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1312453.250000 Penalty: 4613.343262
	Iteration 77Q: 3 clusters Score -1312453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1312453.000000 Penalty: 4613.343262
	Iteration 78Q: 3 clusters Score -1312453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1312457.625000 Penalty: 4613.343262
	Iteration 79Q: 3 clusters Score -1312458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1312460.250000 Penalty: 4613.343262
	Iteration 80F: 3 clusters Score -1312460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1312459.125000 Penalty: 4613.343262
	Iteration 81Q: 3 clusters Score -1312459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1312459.250000 Penalty: 4613.343262
	Iteration 82Q: 3 clusters Score -1312459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1312457.875000 Penalty: 4613.343262
	Iteration 83Q: 3 clusters Score -1312458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1312460.000000 Penalty: 4613.343262
	Iteration 84Q: 3 clusters Score -1312460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1312462.000000 Penalty: 4613.343262
	Iteration 85Q: 3 clusters Score -1312462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1312462.875000 Penalty: 4613.343262
	Iteration 86Q: 3 clusters Score -1312463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1312464.875000 Penalty: 4613.343262
	Iteration 87Q: 3 clusters Score -1312465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1312472.125000 Penalty: 4613.343262
	Iteration 88Q: 3 clusters Score -1312472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1312476.250000 Penalty: 4613.343262
	Iteration 89Q: 3 clusters Score -1312476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1312484.625000 Penalty: 4613.343262
	Iteration 90Q: 3 clusters Score -1312485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1312486.875000 Penalty: 4613.343262
	Iteration 91Q: 3 clusters Score -1312487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1312490.250000 Penalty: 4613.343262
	Iteration 92Q: 3 clusters Score -1312490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1312496.250000 Penalty: 4613.343262
	Iteration 93Q: 3 clusters Score -1312496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1312497.625000 Penalty: 4613.343262
	Iteration 94Q: 3 clusters Score -1312498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1312502.875000 Penalty: 4613.343262
	Iteration 95Q: 3 clusters Score -1312503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1312501.875000 Penalty: 4613.343262
	Iteration 96Q: 3 clusters Score -1312502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1312502.875000 Penalty: 4613.343262
	Iteration 97Q: 3 clusters Score -1312503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1312503.250000 Penalty: 4613.343262
	Iteration 98Q: 3 clusters Score -1312503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1312502.500000 Penalty: 4613.343262
	Iteration 99Q: 3 clusters Score -1312502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1312501.500000 Penalty: 4613.343262
	Iteration 100F: 3 clusters Score -1312502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1312501.625000 Penalty: 4613.343262
	Iteration 101Q: 3 clusters Score -1312502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1312502.500000 Penalty: 4613.343262
	Iteration 102Q: 3 clusters Score -1312502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1312502.250000 Penalty: 4613.343262
	Iteration 103Q: 3 clusters Score -1312502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1312501.625000 Penalty: 4613.343262
	Iteration 104Q: 3 clusters Score -1312502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1312501.625000 Penalty: 4613.343262
	Iteration 105F: 3 clusters Score -1312502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Entering Unmasked Estep 
Score: -2313230.250000 Penalty: 2457.190918
	Iteration 0F: 2 clusters Score -2313230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2299120.250000 Penalty: 4914.381836
	Iteration 0F: 3 clusters Score -2299120 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2304005.750000 Penalty: 4914.381836
	Iteration 1F: 3 clusters Score -2304006 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2304554.500000 Penalty: 4914.381836
	Iteration 2F: 3 clusters Score -2304554 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2305101.500000 Penalty: 4914.381836
	Iteration 3F: 3 clusters Score -2305102 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2305692.250000 Penalty: 4914.381836
	Iteration 4F: 3 clusters Score -2305692 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2306395.750000 Penalty: 4914.381836
	Iteration 5F: 3 clusters Score -2306396 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2307181.750000 Penalty: 4914.381836
	Iteration 6F: 3 clusters Score -2307182 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2308074.000000 Penalty: 4914.381836
	Iteration 7F: 3 clusters Score -2308074 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2308958.500000 Penalty: 4914.381836
	Iteration 8F: 3 clusters Score -2308958 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2309749.500000 Penalty: 4914.381836
	Iteration 9Q: 3 clusters Score -2309750 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2310383.750000 Penalty: 4914.381836
	Iteration 10Q: 3 clusters Score -2310384 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2310757.000000 Penalty: 4914.381836
	Iteration 11Q: 3 clusters Score -2310757 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2310994.000000 Penalty: 4914.381836
	Iteration 12Q: 3 clusters Score -2310994 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2311169.000000 Penalty: 4914.381836
	Iteration 13Q: 3 clusters Score -2311169 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2311286.750000 Penalty: 4914.381836
	Iteration 14Q: 3 clusters Score -2311287 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2311385.500000 Penalty: 4914.381836
	Iteration 15Q: 3 clusters Score -2311386 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2311486.000000 Penalty: 4914.381836
	Iteration 16Q: 3 clusters Score -2311486 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2311554.500000 Penalty: 4914.381836
	Iteration 17Q: 3 clusters Score -2311554 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2311590.250000 Penalty: 4914.381836
	Iteration 18Q: 3 clusters Score -2311590 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2311622.500000 Penalty: 4914.381836
	Iteration 19Q: 3 clusters Score -2311622 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2311660.500000 Penalty: 4914.381836
	Iteration 20F: 3 clusters Score -2311660 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2311686.750000 Penalty: 4914.381836
	Iteration 21Q: 3 clusters Score -2311687 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2311710.500000 Penalty: 4914.381836
	Iteration 22Q: 3 clusters Score -2311710 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2311733.750000 Penalty: 4914.381836
	Iteration 23Q: 3 clusters Score -2311734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2311746.250000 Penalty: 4914.381836
	Iteration 24Q: 3 clusters Score -2311746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2311760.500000 Penalty: 4914.381836
	Iteration 25Q: 3 clusters Score -2311760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2311763.500000 Penalty: 4914.381836
	Iteration 26Q: 3 clusters Score -2311764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2311773.750000 Penalty: 4914.381836
	Iteration 27Q: 3 clusters Score -2311774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2311779.000000 Penalty: 4914.381836
	Iteration 28Q: 3 clusters Score -2311779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2311781.750000 Penalty: 4914.381836
	Iteration 29Q: 3 clusters Score -2311782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2311789.000000 Penalty: 4914.381836
	Iteration 30Q: 3 clusters Score -2311789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2311792.750000 Penalty: 4914.381836
	Iteration 31Q: 3 clusters Score -2311793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2311798.000000 Penalty: 4914.381836
	Iteration 32Q: 3 clusters Score -2311798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2311796.500000 Penalty: 4914.381836
	Iteration 33Q: 3 clusters Score -2311796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2311798.500000 Penalty: 4914.381836
	Iteration 34Q: 3 clusters Score -2311798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2311801.000000 Penalty: 4914.381836
	Iteration 35Q: 3 clusters Score -2311801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2311801.500000 Penalty: 4914.381836
	Iteration 36Q: 3 clusters Score -2311802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2311801.500000 Penalty: 4914.381836
	Iteration 37F: 3 clusters Score -2311802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Entering Unmasked Estep 
Score: -1165390.125000 Penalty: 2273.523438
	Iteration 0F: 2 clusters Score -1165390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1157988.125000 Penalty: 4547.046875
	Iteration 0F: 3 clusters Score -1157988 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1160259.000000 Penalty: 4547.046875
	Iteration 1F: 3 clusters Score -1160259 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1160678.875000 Penalty: 4547.046875
	Iteration 2F: 3 clusters Score -1160679 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1161045.125000 Penalty: 4547.046875
	Iteration 3F: 3 clusters Score -1161045 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1161400.000000 Penalty: 4547.046875
	Iteration 4F: 3 clusters Score -1161400 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1161757.250000 Penalty: 4547.046875
	Iteration 5F: 3 clusters Score -1161757 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1162111.375000 Penalty: 4547.046875
	Iteration 6F: 3 clusters Score -1162111 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1162430.375000 Penalty: 4547.046875
	Iteration 7Q: 3 clusters Score -1162430 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1162773.750000 Penalty: 4547.046875
	Iteration 8Q: 3 clusters Score -1162774 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1163070.625000 Penalty: 4547.046875
	Iteration 9Q: 3 clusters Score -1163071 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1163277.750000 Penalty: 4547.046875
	Iteration 10Q: 3 clusters Score -1163278 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1163400.375000 Penalty: 4547.046875
	Iteration 11Q: 3 clusters Score -1163400 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1163467.375000 Penalty: 4547.046875
	Iteration 12Q: 3 clusters Score -1163467 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1163515.125000 Penalty: 4547.046875
	Iteration 13Q: 3 clusters Score -1163515 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1163545.625000 Penalty: 4547.046875
	Iteration 14Q: 3 clusters Score -1163546 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1163564.250000 Penalty: 4547.046875
	Iteration 15Q: 3 clusters Score -1163564 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1163581.250000 Penalty: 4547.046875
	Iteration 16Q: 3 clusters Score -1163581 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1163585.875000 Penalty: 4547.046875
	Iteration 17Q: 3 clusters Score -1163586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1163596.500000 Penalty: 4547.046875
	Iteration 18Q: 3 clusters Score -1163596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1163605.125000 Penalty: 4547.046875
	Iteration 19Q: 3 clusters Score -1163605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1163614.125000 Penalty: 4547.046875
	Iteration 20F: 3 clusters Score -1163614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1163624.000000 Penalty: 4547.046875
	Iteration 21Q: 3 clusters Score -1163624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1163634.375000 Penalty: 4547.046875
	Iteration 22Q: 3 clusters Score -1163634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1163642.000000 Penalty: 4547.046875
	Iteration 23Q: 3 clusters Score -1163642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1163647.000000 Penalty: 4547.046875
	Iteration 24Q: 3 clusters Score -1163647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1163651.875000 Penalty: 4547.046875
	Iteration 25Q: 3 clusters Score -1163652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1163659.375000 Penalty: 4547.046875
	Iteration 26Q: 3 clusters Score -1163659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1163668.125000 Penalty: 4547.046875
	Iteration 27Q: 3 clusters Score -1163668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1163670.750000 Penalty: 4547.046875
	Iteration 28Q: 3 clusters Score -1163671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1163670.875000 Penalty: 4547.046875
	Iteration 29Q: 3 clusters Score -1163671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1163671.875000 Penalty: 4547.046875
	Iteration 30Q: 3 clusters Score -1163672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1163672.000000 Penalty: 4547.046875
	Iteration 31Q: 3 clusters Score -1163672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1163678.500000 Penalty: 4547.046875
	Iteration 32Q: 3 clusters Score -1163678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1163684.375000 Penalty: 4547.046875
	Iteration 33Q: 3 clusters Score -1163684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1163692.250000 Penalty: 4547.046875
	Iteration 34Q: 3 clusters Score -1163692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1163698.125000 Penalty: 4547.046875
	Iteration 35Q: 3 clusters Score -1163698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1163705.875000 Penalty: 4547.046875
	Iteration 36Q: 3 clusters Score -1163706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1163712.625000 Penalty: 4547.046875
	Iteration 37Q: 3 clusters Score -1163713 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1163720.125000 Penalty: 4547.046875
	Iteration 38Q: 3 clusters Score -1163720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1163725.375000 Penalty: 4547.046875
	Iteration 39Q: 3 clusters Score -1163725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1163729.625000 Penalty: 4547.046875
	Iteration 40F: 3 clusters Score -1163730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1163728.500000 Penalty: 4547.046875
	Iteration 41Q: 3 clusters Score -1163728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1163733.000000 Penalty: 4547.046875
	Iteration 42Q: 3 clusters Score -1163733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1163734.500000 Penalty: 4547.046875
	Iteration 43Q: 3 clusters Score -1163734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1163736.875000 Penalty: 4547.046875
	Iteration 44Q: 3 clusters Score -1163737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1163740.500000 Penalty: 4547.046875
	Iteration 45Q: 3 clusters Score -1163740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1163746.000000 Penalty: 4547.046875
	Iteration 46Q: 3 clusters Score -1163746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1163747.500000 Penalty: 4547.046875
	Iteration 47Q: 3 clusters Score -1163748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1163748.000000 Penalty: 4547.046875
	Iteration 48Q: 3 clusters Score -1163748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1163752.125000 Penalty: 4547.046875
	Iteration 49Q: 3 clusters Score -1163752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1163754.625000 Penalty: 4547.046875
	Iteration 50Q: 3 clusters Score -1163755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1163755.375000 Penalty: 4547.046875
	Iteration 51Q: 3 clusters Score -1163755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1163760.625000 Penalty: 4547.046875
	Iteration 52Q: 3 clusters Score -1163761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1163759.875000 Penalty: 4547.046875
	Iteration 53Q: 3 clusters Score -1163760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1163760.750000 Penalty: 4547.046875
	Iteration 54Q: 3 clusters Score -1163761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1163760.250000 Penalty: 4547.046875
	Iteration 55Q: 3 clusters Score -1163760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1163767.000000 Penalty: 4547.046875
	Iteration 56Q: 3 clusters Score -1163767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1163767.000000 Penalty: 4547.046875
	Iteration 57Q: 3 clusters Score -1163767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1163766.250000 Penalty: 4547.046875
	Iteration 58Q: 3 clusters Score -1163766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1163766.125000 Penalty: 4547.046875
	Iteration 59Q: 3 clusters Score -1163766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1163766.250000 Penalty: 4547.046875
	Iteration 60F: 3 clusters Score -1163766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1163769.375000 Penalty: 4547.046875
	Iteration 61Q: 3 clusters Score -1163769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1163771.125000 Penalty: 4547.046875
	Iteration 62Q: 3 clusters Score -1163771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1163771.250000 Penalty: 4547.046875
	Iteration 63Q: 3 clusters Score -1163771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1163773.375000 Penalty: 4547.046875
	Iteration 64Q: 3 clusters Score -1163773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1163771.000000 Penalty: 4547.046875
	Iteration 65Q: 3 clusters Score -1163771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1163772.875000 Penalty: 4547.046875
	Iteration 66Q: 3 clusters Score -1163773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1163772.875000 Penalty: 4547.046875
	Iteration 67F: 3 clusters Score -1163773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Entering Unmasked Estep 
Score: -2479951.500000 Penalty: 2461.279785
	Iteration 0F: 2 clusters Score -2479952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2465638.250000 Penalty: 4922.559570
	Iteration 0F: 3 clusters Score -2465638 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2470485.000000 Penalty: 4922.559570
	Iteration 1F: 3 clusters Score -2470485 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2470981.500000 Penalty: 4922.559570
	Iteration 2F: 3 clusters Score -2470982 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2471412.000000 Penalty: 4922.559570
	Iteration 3F: 3 clusters Score -2471412 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2471844.750000 Penalty: 4922.559570
	Iteration 4Q: 3 clusters Score -2471845 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2472286.250000 Penalty: 4922.559570
	Iteration 5Q: 3 clusters Score -2472286 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2472823.250000 Penalty: 4922.559570
	Iteration 6Q: 3 clusters Score -2472823 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2473492.250000 Penalty: 4922.559570
	Iteration 7F: 3 clusters Score -2473492 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2474346.750000 Penalty: 4922.559570
	Iteration 8F: 3 clusters Score -2474347 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2475318.500000 Penalty: 4922.559570
	Iteration 9F: 3 clusters Score -2475318 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2476193.000000 Penalty: 4922.559570
	Iteration 10Q: 3 clusters Score -2476193 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2476820.750000 Penalty: 4922.559570
	Iteration 11Q: 3 clusters Score -2476821 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2477208.250000 Penalty: 4922.559570
	Iteration 12Q: 3 clusters Score -2477208 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2477463.000000 Penalty: 4922.559570
	Iteration 13Q: 3 clusters Score -2477463 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2477607.750000 Penalty: 4922.559570
	Iteration 14Q: 3 clusters Score -2477608 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2477708.750000 Penalty: 4922.559570
	Iteration 15Q: 3 clusters Score -2477709 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2477756.750000 Penalty: 4922.559570
	Iteration 16Q: 3 clusters Score -2477757 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2477789.000000 Penalty: 4922.559570
	Iteration 17Q: 3 clusters Score -2477789 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2477826.750000 Penalty: 4922.559570
	Iteration 18Q: 3 clusters Score -2477827 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2477845.250000 Penalty: 4922.559570
	Iteration 19Q: 3 clusters Score -2477845 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2477865.000000 Penalty: 4922.559570
	Iteration 20F: 3 clusters Score -2477865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2477890.250000 Penalty: 4922.559570
	Iteration 21Q: 3 clusters Score -2477890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2477908.750000 Penalty: 4922.559570
	Iteration 22Q: 3 clusters Score -2477909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2477914.250000 Penalty: 4922.559570
	Iteration 23Q: 3 clusters Score -2477914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2477918.500000 Penalty: 4922.559570
	Iteration 24Q: 3 clusters Score -2477918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2477928.500000 Penalty: 4922.559570
	Iteration 25Q: 3 clusters Score -2477928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2477933.500000 Penalty: 4922.559570
	Iteration 26Q: 3 clusters Score -2477934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2477940.500000 Penalty: 4922.559570
	Iteration 27Q: 3 clusters Score -2477940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2477947.750000 Penalty: 4922.559570
	Iteration 28Q: 3 clusters Score -2477948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2477948.500000 Penalty: 4922.559570
	Iteration 29Q: 3 clusters Score -2477948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2477953.000000 Penalty: 4922.559570
	Iteration 30Q: 3 clusters Score -2477953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2477956.000000 Penalty: 4922.559570
	Iteration 31Q: 3 clusters Score -2477956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2477960.500000 Penalty: 4922.559570
	Iteration 32Q: 3 clusters Score -2477960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2477964.500000 Penalty: 4922.559570
	Iteration 33Q: 3 clusters Score -2477964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2477968.750000 Penalty: 4922.559570
	Iteration 34Q: 3 clusters Score -2477969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2477969.500000 Penalty: 4922.559570
	Iteration 35Q: 3 clusters Score -2477970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2477979.750000 Penalty: 4922.559570
	Iteration 36Q: 3 clusters Score -2477980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2477978.000000 Penalty: 4922.559570
	Iteration 37Q: 3 clusters Score -2477978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2477980.750000 Penalty: 4922.559570
	Iteration 38Q: 3 clusters Score -2477981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2477982.000000 Penalty: 4922.559570
	Iteration 39Q: 3 clusters Score -2477982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2477982.000000 Penalty: 4922.559570
	Iteration 40F: 3 clusters Score -2477982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Entering Unmasked Estep 
Score: -1397309.375000 Penalty: 2314.408447
	Iteration 0F: 2 clusters Score -1397309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1388849.000000 Penalty: 4628.816895
	Iteration 0F: 3 clusters Score -1388849 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1391357.500000 Penalty: 4628.816895
	Iteration 1F: 3 clusters Score -1391358 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1391694.250000 Penalty: 4628.816895
	Iteration 2F: 3 clusters Score -1391694 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1391925.375000 Penalty: 4628.816895
	Iteration 3Q: 3 clusters Score -1391925 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1392108.000000 Penalty: 4628.816895
	Iteration 4Q: 3 clusters Score -1392108 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1392272.625000 Penalty: 4628.816895
	Iteration 5Q: 3 clusters Score -1392273 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1392432.500000 Penalty: 4628.816895
	Iteration 6Q: 3 clusters Score -1392432 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1392614.125000 Penalty: 4628.816895
	Iteration 7Q: 3 clusters Score -1392614 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1392777.750000 Penalty: 4628.816895
	Iteration 8Q: 3 clusters Score -1392778 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1392959.000000 Penalty: 4628.816895
	Iteration 9Q: 3 clusters Score -1392959 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1393145.875000 Penalty: 4628.816895
	Iteration 10Q: 3 clusters Score -1393146 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1393362.750000 Penalty: 4628.816895
	Iteration 11Q: 3 clusters Score -1393363 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1393591.375000 Penalty: 4628.816895
	Iteration 12Q: 3 clusters Score -1393591 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1393842.250000 Penalty: 4628.816895
	Iteration 13Q: 3 clusters Score -1393842 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1394058.125000 Penalty: 4628.816895
	Iteration 14Q: 3 clusters Score -1394058 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1394248.750000 Penalty: 4628.816895
	Iteration 15Q: 3 clusters Score -1394249 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1394439.625000 Penalty: 4628.816895
	Iteration 16Q: 3 clusters Score -1394440 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1394616.750000 Penalty: 4628.816895
	Iteration 17Q: 3 clusters Score -1394617 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1394770.000000 Penalty: 4628.816895
	Iteration 18Q: 3 clusters Score -1394770 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1394899.375000 Penalty: 4628.816895
	Iteration 19Q: 3 clusters Score -1394899 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1394999.375000 Penalty: 4628.816895
	Iteration 20F: 3 clusters Score -1394999 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1395088.000000 Penalty: 4628.816895
	Iteration 21Q: 3 clusters Score -1395088 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1395151.750000 Penalty: 4628.816895
	Iteration 22Q: 3 clusters Score -1395152 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1395205.125000 Penalty: 4628.816895
	Iteration 23Q: 3 clusters Score -1395205 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1395237.000000 Penalty: 4628.816895
	Iteration 24Q: 3 clusters Score -1395237 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1395271.375000 Penalty: 4628.816895
	Iteration 25Q: 3 clusters Score -1395271 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1395288.000000 Penalty: 4628.816895
	Iteration 26Q: 3 clusters Score -1395288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1395305.500000 Penalty: 4628.816895
	Iteration 27Q: 3 clusters Score -1395306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1395321.000000 Penalty: 4628.816895
	Iteration 28Q: 3 clusters Score -1395321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1395332.375000 Penalty: 4628.816895
	Iteration 29Q: 3 clusters Score -1395332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1395337.375000 Penalty: 4628.816895
	Iteration 30Q: 3 clusters Score -1395337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1395350.125000 Penalty: 4628.816895
	Iteration 31Q: 3 clusters Score -1395350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1395363.000000 Penalty: 4628.816895
	Iteration 32Q: 3 clusters Score -1395363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1395376.875000 Penalty: 4628.816895
	Iteration 33Q: 3 clusters Score -1395377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1395389.750000 Penalty: 4628.816895
	Iteration 34Q: 3 clusters Score -1395390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1395405.500000 Penalty: 4628.816895
	Iteration 35Q: 3 clusters Score -1395406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1395416.250000 Penalty: 4628.816895
	Iteration 36Q: 3 clusters Score -1395416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1395426.000000 Penalty: 4628.816895
	Iteration 37Q: 3 clusters Score -1395426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1395435.500000 Penalty: 4628.816895
	Iteration 38Q: 3 clusters Score -1395436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1395454.500000 Penalty: 4628.816895
	Iteration 39Q: 3 clusters Score -1395454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1395463.125000 Penalty: 4628.816895
	Iteration 40F: 3 clusters Score -1395463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1395468.875000 Penalty: 4628.816895
	Iteration 41Q: 3 clusters Score -1395469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1395475.000000 Penalty: 4628.816895
	Iteration 42Q: 3 clusters Score -1395475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1395475.875000 Penalty: 4628.816895
	Iteration 43Q: 3 clusters Score -1395476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1395479.125000 Penalty: 4628.816895
	Iteration 44Q: 3 clusters Score -1395479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1395481.250000 Penalty: 4628.816895
	Iteration 45Q: 3 clusters Score -1395481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1395483.875000 Penalty: 4628.816895
	Iteration 46Q: 3 clusters Score -1395484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1395490.000000 Penalty: 4628.816895
	Iteration 47Q: 3 clusters Score -1395490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1395493.000000 Penalty: 4628.816895
	Iteration 48Q: 3 clusters Score -1395493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1395492.625000 Penalty: 4628.816895
	Iteration 49Q: 3 clusters Score -1395493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1395492.125000 Penalty: 4628.816895
	Iteration 50Q: 3 clusters Score -1395492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1395492.125000 Penalty: 4628.816895
	Iteration 51F: 3 clusters Score -1395492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Entering Unmasked Estep 
Score: -701407.750000 Penalty: 2149.072021
	Iteration 0F: 2 clusters Score -701407.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -696308.687500 Penalty: 4298.144043
	Iteration 0F: 3 clusters Score -696308.7 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -697623.562500 Penalty: 4298.144043
	Iteration 1F: 3 clusters Score -697623.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -697838.437500 Penalty: 4298.144043
	Iteration 2F: 3 clusters Score -697838.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -697965.187500 Penalty: 4298.144043
	Iteration 3Q: 3 clusters Score -697965.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -698061.375000 Penalty: 4298.144043
	Iteration 4Q: 3 clusters Score -698061.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -698141.062500 Penalty: 4298.144043
	Iteration 5Q: 3 clusters Score -698141.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -698199.937500 Penalty: 4298.144043
	Iteration 6Q: 3 clusters Score -698199.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -698250.312500 Penalty: 4298.144043
	Iteration 7Q: 3 clusters Score -698250.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -698290.750000 Penalty: 4298.144043
	Iteration 8Q: 3 clusters Score -698290.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -698333.937500 Penalty: 4298.144043
	Iteration 9Q: 3 clusters Score -698333.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -698376.937500 Penalty: 4298.144043
	Iteration 10Q: 3 clusters Score -698376.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -698421.937500 Penalty: 4298.144043
	Iteration 11Q: 3 clusters Score -698421.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -698476.937500 Penalty: 4298.144043
	Iteration 12Q: 3 clusters Score -698476.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -698534.000000 Penalty: 4298.144043
	Iteration 13Q: 3 clusters Score -698534 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -698593.062500 Penalty: 4298.144043
	Iteration 14Q: 3 clusters Score -698593.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -698652.625000 Penalty: 4298.144043
	Iteration 15Q: 3 clusters Score -698652.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -698720.437500 Penalty: 4298.144043
	Iteration 16Q: 3 clusters Score -698720.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -698808.562500 Penalty: 4298.144043
	Iteration 17Q: 3 clusters Score -698808.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -698893.437500 Penalty: 4298.144043
	Iteration 18Q: 3 clusters Score -698893.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -698975.187500 Penalty: 4298.144043
	Iteration 19Q: 3 clusters Score -698975.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -699055.312500 Penalty: 4298.144043
	Iteration 20F: 3 clusters Score -699055.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -699119.500000 Penalty: 4298.144043
	Iteration 21Q: 3 clusters Score -699119.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -699177.000000 Penalty: 4298.144043
	Iteration 22Q: 3 clusters Score -699177 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -699231.437500 Penalty: 4298.144043
	Iteration 23Q: 3 clusters Score -699231.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -699273.125000 Penalty: 4298.144043
	Iteration 24Q: 3 clusters Score -699273.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -699308.062500 Penalty: 4298.144043
	Iteration 25Q: 3 clusters Score -699308.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -699336.437500 Penalty: 4298.144043
	Iteration 26Q: 3 clusters Score -699336.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -699373.812500 Penalty: 4298.144043
	Iteration 27Q: 3 clusters Score -699373.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -699408.687500 Penalty: 4298.144043
	Iteration 28Q: 3 clusters Score -699408.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -699420.750000 Penalty: 4298.144043
	Iteration 29Q: 3 clusters Score -699420.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -699435.812500 Penalty: 4298.144043
	Iteration 30Q: 3 clusters Score -699435.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -699446.750000 Penalty: 4298.144043
	Iteration 31Q: 3 clusters Score -699446.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -699455.687500 Penalty: 4298.144043
	Iteration 32Q: 3 clusters Score -699455.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -699463.312500 Penalty: 4298.144043
	Iteration 33Q: 3 clusters Score -699463.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -699472.625000 Penalty: 4298.144043
	Iteration 34Q: 3 clusters Score -699472.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -699478.000000 Penalty: 4298.144043
	Iteration 35Q: 3 clusters Score -699478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -699480.187500 Penalty: 4298.144043
	Iteration 36Q: 3 clusters Score -699480.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -699487.062500 Penalty: 4298.144043
	Iteration 37Q: 3 clusters Score -699487.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -699496.875000 Penalty: 4298.144043
	Iteration 38Q: 3 clusters Score -699496.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -699505.500000 Penalty: 4298.144043
	Iteration 39Q: 3 clusters Score -699505.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -699512.000000 Penalty: 4298.144043
	Iteration 40F: 3 clusters Score -699512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -699517.187500 Penalty: 4298.144043
	Iteration 41Q: 3 clusters Score -699517.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -699525.500000 Penalty: 4298.144043
	Iteration 42Q: 3 clusters Score -699525.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -699530.312500 Penalty: 4298.144043
	Iteration 43Q: 3 clusters Score -699530.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -699536.000000 Penalty: 4298.144043
	Iteration 44Q: 3 clusters Score -699536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -699542.250000 Penalty: 4298.144043
	Iteration 45Q: 3 clusters Score -699542.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -699551.625000 Penalty: 4298.144043
	Iteration 46Q: 3 clusters Score -699551.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -699557.437500 Penalty: 4298.144043
	Iteration 47Q: 3 clusters Score -699557.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -699560.750000 Penalty: 4298.144043
	Iteration 48Q: 3 clusters Score -699560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -699561.812500 Penalty: 4298.144043
	Iteration 49Q: 3 clusters Score -699561.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -699562.125000 Penalty: 4298.144043
	Iteration 50Q: 3 clusters Score -699562.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -699562.000000 Penalty: 4298.144043
	Iteration 51Q: 3 clusters Score -699562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -699564.562500 Penalty: 4298.144043
	Iteration 52Q: 3 clusters Score -699564.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -699565.312500 Penalty: 4298.144043
	Iteration 53Q: 3 clusters Score -699565.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -699568.687500 Penalty: 4298.144043
	Iteration 54Q: 3 clusters Score -699568.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -699567.812500 Penalty: 4298.144043
	Iteration 55Q: 3 clusters Score -699567.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -699568.312500 Penalty: 4298.144043
	Iteration 56Q: 3 clusters Score -699568.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -699570.312500 Penalty: 4298.144043
	Iteration 57Q: 3 clusters Score -699570.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -699571.250000 Penalty: 4298.144043
	Iteration 58Q: 3 clusters Score -699571.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -699571.437500 Penalty: 4298.144043
	Iteration 59Q: 3 clusters Score -699571.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -699571.437500 Penalty: 4298.144043
	Iteration 60F: 3 clusters Score -699571.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Entering Unmasked Estep 
Score: -5179210.000000 Penalty: 2659.058838
	Iteration 0F: 2 clusters Score -5179210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -5148563.500000 Penalty: 5318.117676
	Iteration 0F: 3 clusters Score -5148564 nChanged 20903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -5160481.000000 Penalty: 5318.117676
	Iteration 1F: 3 clusters Score -5160481 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -5161225.500000 Penalty: 5318.117676
	Iteration 2Q: 3 clusters Score -5161226 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -5162063.500000 Penalty: 5318.117676
	Iteration 3Q: 3 clusters Score -5162064 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -5162896.000000 Penalty: 5318.117676
	Iteration 4Q: 3 clusters Score -5162896 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -5163815.000000 Penalty: 5318.117676
	Iteration 5Q: 3 clusters Score -5163815 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -5164880.000000 Penalty: 5318.117676
	Iteration 6Q: 3 clusters Score -5164880 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -5166283.500000 Penalty: 5318.117676
	Iteration 7Q: 3 clusters Score -5166284 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -5167900.500000 Penalty: 5318.117676
	Iteration 8F: 3 clusters Score -5167900 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -5169587.500000 Penalty: 5318.117676
	Iteration 9F: 3 clusters Score -5169588 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -5170925.500000 Penalty: 5318.117676
	Iteration 10Q: 3 clusters Score -5170926 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -5171686.000000 Penalty: 5318.117676
	Iteration 11Q: 3 clusters Score -5171686 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -5172060.000000 Penalty: 5318.117676
	Iteration 12Q: 3 clusters Score -5172060 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -5172271.500000 Penalty: 5318.117676
	Iteration 13Q: 3 clusters Score -5172272 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -5172419.000000 Penalty: 5318.117676
	Iteration 14Q: 3 clusters Score -5172419 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -5172515.500000 Penalty: 5318.117676
	Iteration 15Q: 3 clusters Score -5172516 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -5172617.500000 Penalty: 5318.117676
	Iteration 16Q: 3 clusters Score -5172618 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -5172660.500000 Penalty: 5318.117676
	Iteration 17Q: 3 clusters Score -5172660 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -5172705.000000 Penalty: 5318.117676
	Iteration 18Q: 3 clusters Score -5172705 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -5172774.000000 Penalty: 5318.117676
	Iteration 19Q: 3 clusters Score -5172774 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -5172786.000000 Penalty: 5318.117676
	Iteration 20F: 3 clusters Score -5172786 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -5172825.000000 Penalty: 5318.117676
	Iteration 21Q: 3 clusters Score -5172825 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -5172817.000000 Penalty: 5318.117676
	Iteration 22Q: 3 clusters Score -5172817 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -5172847.000000 Penalty: 5318.117676
	Iteration 23Q: 3 clusters Score -5172847 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -5172857.000000 Penalty: 5318.117676
	Iteration 24Q: 3 clusters Score -5172857 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -5172859.500000 Penalty: 5318.117676
	Iteration 25Q: 3 clusters Score -5172860 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -5172879.500000 Penalty: 5318.117676
	Iteration 26Q: 3 clusters Score -5172880 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -5172899.500000 Penalty: 5318.117676
	Iteration 27Q: 3 clusters Score -5172900 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -5172924.000000 Penalty: 5318.117676
	Iteration 28Q: 3 clusters Score -5172924 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -5172959.000000 Penalty: 5318.117676
	Iteration 29Q: 3 clusters Score -5172959 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -5173025.500000 Penalty: 5318.117676
	Iteration 30Q: 3 clusters Score -5173026 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -5173073.000000 Penalty: 5318.117676
	Iteration 31Q: 3 clusters Score -5173073 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -5173108.500000 Penalty: 5318.117676
	Iteration 32Q: 3 clusters Score -5173108 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -5173147.000000 Penalty: 5318.117676
	Iteration 33Q: 3 clusters Score -5173147 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -5173185.000000 Penalty: 5318.117676
	Iteration 34Q: 3 clusters Score -5173185 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -5173222.000000 Penalty: 5318.117676
	Iteration 35Q: 3 clusters Score -5173222 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -5173274.000000 Penalty: 5318.117676
	Iteration 36Q: 3 clusters Score -5173274 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -5173333.000000 Penalty: 5318.117676
	Iteration 37Q: 3 clusters Score -5173333 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -5173358.500000 Penalty: 5318.117676
	Iteration 38Q: 3 clusters Score -5173358 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -5173424.500000 Penalty: 5318.117676
	Iteration 39Q: 3 clusters Score -5173424 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -5173482.500000 Penalty: 5318.117676
	Iteration 40F: 3 clusters Score -5173482 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -5173541.500000 Penalty: 5318.117676
	Iteration 41Q: 3 clusters Score -5173542 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -5173576.500000 Penalty: 5318.117676
	Iteration 42Q: 3 clusters Score -5173576 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -5173648.500000 Penalty: 5318.117676
	Iteration 43Q: 3 clusters Score -5173648 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -5173683.500000 Penalty: 5318.117676
	Iteration 44Q: 3 clusters Score -5173684 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -5173760.500000 Penalty: 5318.117676
	Iteration 45Q: 3 clusters Score -5173760 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -5173842.000000 Penalty: 5318.117676
	Iteration 46Q: 3 clusters Score -5173842 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -5173917.500000 Penalty: 5318.117676
	Iteration 47Q: 3 clusters Score -5173918 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -5174065.500000 Penalty: 5318.117676
	Iteration 48Q: 3 clusters Score -5174066 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -5174139.500000 Penalty: 5318.117676
	Iteration 49Q: 3 clusters Score -5174140 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -5174296.500000 Penalty: 5318.117676
	Iteration 50Q: 3 clusters Score -5174296 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -5174475.500000 Penalty: 5318.117676
	Iteration 51Q: 3 clusters Score -5174476 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -5174654.000000 Penalty: 5318.117676
	Iteration 52Q: 3 clusters Score -5174654 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -5174848.500000 Penalty: 5318.117676
	Iteration 53Q: 3 clusters Score -5174848 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -5175059.000000 Penalty: 5318.117676
	Iteration 54Q: 3 clusters Score -5175059 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -5175282.500000 Penalty: 5318.117676
	Iteration 55Q: 3 clusters Score -5175282 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -5175517.000000 Penalty: 5318.117676
	Iteration 56Q: 3 clusters Score -5175517 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -5175749.500000 Penalty: 5318.117676
	Iteration 57Q: 3 clusters Score -5175750 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -5175976.000000 Penalty: 5318.117676
	Iteration 58Q: 3 clusters Score -5175976 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -5176168.000000 Penalty: 5318.117676
	Iteration 59Q: 3 clusters Score -5176168 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -5176347.000000 Penalty: 5318.117676
	Iteration 60F: 3 clusters Score -5176347 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -5176460.000000 Penalty: 5318.117676
	Iteration 61Q: 3 clusters Score -5176460 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -5176572.000000 Penalty: 5318.117676
	Iteration 62Q: 3 clusters Score -5176572 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -5176649.000000 Penalty: 5318.117676
	Iteration 63Q: 3 clusters Score -5176649 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -5176719.500000 Penalty: 5318.117676
	Iteration 64Q: 3 clusters Score -5176720 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -5176765.000000 Penalty: 5318.117676
	Iteration 65Q: 3 clusters Score -5176765 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -5176811.000000 Penalty: 5318.117676
	Iteration 66Q: 3 clusters Score -5176811 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -5176865.500000 Penalty: 5318.117676
	Iteration 67Q: 3 clusters Score -5176866 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5176900.500000 Penalty: 5318.117676
	Iteration 68Q: 3 clusters Score -5176900 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5176932.500000 Penalty: 5318.117676
	Iteration 69Q: 3 clusters Score -5176932 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -5176965.500000 Penalty: 5318.117676
	Iteration 70Q: 3 clusters Score -5176966 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5176990.500000 Penalty: 5318.117676
	Iteration 71Q: 3 clusters Score -5176990 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5176999.500000 Penalty: 5318.117676
	Iteration 72Q: 3 clusters Score -5177000 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5177036.500000 Penalty: 5318.117676
	Iteration 73Q: 3 clusters Score -5177036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5177059.000000 Penalty: 5318.117676
	Iteration 74Q: 3 clusters Score -5177059 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5177076.000000 Penalty: 5318.117676
	Iteration 75Q: 3 clusters Score -5177076 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5177090.000000 Penalty: 5318.117676
	Iteration 76Q: 3 clusters Score -5177090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5177102.000000 Penalty: 5318.117676
	Iteration 77Q: 3 clusters Score -5177102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5177124.500000 Penalty: 5318.117676
	Iteration 78Q: 3 clusters Score -5177124 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5177123.500000 Penalty: 5318.117676
	Iteration 79Q: 3 clusters Score -5177124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5177158.000000 Penalty: 5318.117676
	Iteration 80F: 3 clusters Score -5177158 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5177177.000000 Penalty: 5318.117676
	Iteration 81Q: 3 clusters Score -5177177 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5177192.500000 Penalty: 5318.117676
	Iteration 82Q: 3 clusters Score -5177192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5177203.500000 Penalty: 5318.117676
	Iteration 83Q: 3 clusters Score -5177204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5177210.000000 Penalty: 5318.117676
	Iteration 84Q: 3 clusters Score -5177210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5177213.000000 Penalty: 5318.117676
	Iteration 85Q: 3 clusters Score -5177213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5177227.000000 Penalty: 5318.117676
	Iteration 86Q: 3 clusters Score -5177227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5177231.500000 Penalty: 5318.117676
	Iteration 87Q: 3 clusters Score -5177232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5177242.500000 Penalty: 5318.117676
	Iteration 88Q: 3 clusters Score -5177242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5177256.000000 Penalty: 5318.117676
	Iteration 89Q: 3 clusters Score -5177256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5177259.500000 Penalty: 5318.117676
	Iteration 90Q: 3 clusters Score -5177260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5177269.000000 Penalty: 5318.117676
	Iteration 91Q: 3 clusters Score -5177269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5177277.500000 Penalty: 5318.117676
	Iteration 92Q: 3 clusters Score -5177278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5177283.000000 Penalty: 5318.117676
	Iteration 93Q: 3 clusters Score -5177283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5177282.500000 Penalty: 5318.117676
	Iteration 94Q: 3 clusters Score -5177282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5177282.000000 Penalty: 5318.117676
	Iteration 95Q: 3 clusters Score -5177282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5177279.500000 Penalty: 5318.117676
	Iteration 96Q: 3 clusters Score -5177280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5177281.000000 Penalty: 5318.117676
	Iteration 97Q: 3 clusters Score -5177281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5177285.500000 Penalty: 5318.117676
	Iteration 98Q: 3 clusters Score -5177286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5177285.500000 Penalty: 5318.117676
	Iteration 99F: 3 clusters Score -5177286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (164557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164557 members 
Entering Unmasked Estep 
Score: -20095318.000000 Penalty: 2978.730957
	Iteration 0F: 2 clusters Score -2.009532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82390 members 
Mstep: Class 2 contains 82167 members 
Entering Unmasked Estep 
Score: -19985248.000000 Penalty: 5957.461914
	Iteration 0F: 3 clusters Score -1.998525e+07 nChanged 78825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83775 members 
Mstep: Class 2 contains 80782 members 
Entering Unmasked Estep 
Score: -20031662.000000 Penalty: 5957.461914
	Iteration 1F: 3 clusters Score -2.003166e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84693 members 
Mstep: Class 2 contains 79864 members 
Entering Unmasked Estep 
Score: -20033132.000000 Penalty: 5957.461914
	Iteration 2Q: 3 clusters Score -2.003313e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86217 members 
Mstep: Class 2 contains 78340 members 
Entering Unmasked Estep 
Score: -20035312.000000 Penalty: 5957.461914
	Iteration 3Q: 3 clusters Score -2.003531e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88560 members 
Mstep: Class 2 contains 75997 members 
Entering Unmasked Estep 
Score: -20038174.000000 Penalty: 5957.461914
	Iteration 4Q: 3 clusters Score -2.003817e+07 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91983 members 
Mstep: Class 2 contains 72574 members 
Entering Unmasked Estep 
Score: -20041836.000000 Penalty: 5957.461914
	Iteration 5F: 3 clusters Score -2.004184e+07 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96555 members 
Mstep: Class 2 contains 68002 members 
Entering Unmasked Estep 
Score: -20046502.000000 Penalty: 5957.461914
	Iteration 6F: 3 clusters Score -2.00465e+07 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102087 members 
Mstep: Class 2 contains 62470 members 
Entering Unmasked Estep 
Score: -20052296.000000 Penalty: 5957.461914
	Iteration 7F: 3 clusters Score -2.00523e+07 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107959 members 
Mstep: Class 2 contains 56598 members 
Entering Unmasked Estep 
Score: -20059172.000000 Penalty: 5957.461914
	Iteration 8F: 3 clusters Score -2.005917e+07 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113222 members 
Mstep: Class 2 contains 51335 members 
Entering Unmasked Estep 
Score: -20066100.000000 Penalty: 5957.461914
	Iteration 9F: 3 clusters Score -2.00661e+07 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117336 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -20071368.000000 Penalty: 5957.461914
	Iteration 10Q: 3 clusters Score -2.007137e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120674 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -20074518.000000 Penalty: 5957.461914
	Iteration 11Q: 3 clusters Score -2.007452e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123726 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -20076586.000000 Penalty: 5957.461914
	Iteration 12Q: 3 clusters Score -2.007659e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126791 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -20078114.000000 Penalty: 5957.461914
	Iteration 13Q: 3 clusters Score -2.007811e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129752 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -20079732.000000 Penalty: 5957.461914
	Iteration 14Q: 3 clusters Score -2.007973e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132521 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -20081206.000000 Penalty: 5957.461914
	Iteration 15Q: 3 clusters Score -2.008121e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135148 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -20082724.000000 Penalty: 5957.461914
	Iteration 16Q: 3 clusters Score -2.008272e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137560 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -20084160.000000 Penalty: 5957.461914
	Iteration 17Q: 3 clusters Score -2.008416e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139653 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -20085248.000000 Penalty: 5957.461914
	Iteration 18Q: 3 clusters Score -2.008525e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141586 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -20086416.000000 Penalty: 5957.461914
	Iteration 19Q: 3 clusters Score -2.008642e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143270 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -20087228.000000 Penalty: 5957.461914
	Iteration 20F: 3 clusters Score -2.008723e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144754 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -20088118.000000 Penalty: 5957.461914
	Iteration 21Q: 3 clusters Score -2.008812e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146079 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -20088694.000000 Penalty: 5957.461914
	Iteration 22Q: 3 clusters Score -2.008869e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147296 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -20089090.000000 Penalty: 5957.461914
	Iteration 23Q: 3 clusters Score -2.008909e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148447 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -20089570.000000 Penalty: 5957.461914
	Iteration 24Q: 3 clusters Score -2.008957e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149504 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -20090072.000000 Penalty: 5957.461914
	Iteration 25Q: 3 clusters Score -2.009007e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150475 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -20090434.000000 Penalty: 5957.461914
	Iteration 26Q: 3 clusters Score -2.009043e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151356 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -20090848.000000 Penalty: 5957.461914
	Iteration 27Q: 3 clusters Score -2.009085e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152103 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -20091036.000000 Penalty: 5957.461914
	Iteration 28Q: 3 clusters Score -2.009104e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152781 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -20091208.000000 Penalty: 5957.461914
	Iteration 29Q: 3 clusters Score -2.009121e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153417 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -20091430.000000 Penalty: 5957.461914
	Iteration 30Q: 3 clusters Score -2.009143e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154016 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -20091570.000000 Penalty: 5957.461914
	Iteration 31Q: 3 clusters Score -2.009157e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154611 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -20091734.000000 Penalty: 5957.461914
	Iteration 32Q: 3 clusters Score -2.009173e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155124 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -20091894.000000 Penalty: 5957.461914
	Iteration 33Q: 3 clusters Score -2.009189e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155572 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -20092034.000000 Penalty: 5957.461914
	Iteration 34Q: 3 clusters Score -2.009203e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156033 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -20092150.000000 Penalty: 5957.461914
	Iteration 35Q: 3 clusters Score -2.009215e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156458 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -20092252.000000 Penalty: 5957.461914
	Iteration 36Q: 3 clusters Score -2.009225e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156871 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -20092436.000000 Penalty: 5957.461914
	Iteration 37Q: 3 clusters Score -2.009244e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157249 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -20092488.000000 Penalty: 5957.461914
	Iteration 38Q: 3 clusters Score -2.009249e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157592 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -20092570.000000 Penalty: 5957.461914
	Iteration 39Q: 3 clusters Score -2.009257e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157893 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -20092672.000000 Penalty: 5957.461914
	Iteration 40F: 3 clusters Score -2.009267e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158191 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -20092696.000000 Penalty: 5957.461914
	Iteration 41Q: 3 clusters Score -2.00927e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158492 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -20092760.000000 Penalty: 5957.461914
	Iteration 42Q: 3 clusters Score -2.009276e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158740 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -20092856.000000 Penalty: 5957.461914
	Iteration 43Q: 3 clusters Score -2.009286e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158982 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -20092952.000000 Penalty: 5957.461914
	Iteration 44Q: 3 clusters Score -2.009295e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159194 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -20093038.000000 Penalty: 5957.461914
	Iteration 45Q: 3 clusters Score -2.009304e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159412 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -20093092.000000 Penalty: 5957.461914
	Iteration 46Q: 3 clusters Score -2.009309e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159587 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -20093102.000000 Penalty: 5957.461914
	Iteration 47Q: 3 clusters Score -2.00931e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159755 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -20093180.000000 Penalty: 5957.461914
	Iteration 48Q: 3 clusters Score -2.009318e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159904 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -20093230.000000 Penalty: 5957.461914
	Iteration 49Q: 3 clusters Score -2.009323e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160032 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -20093220.000000 Penalty: 5957.461914
	Iteration 50Q: 3 clusters Score -2.009322e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160155 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -20093226.000000 Penalty: 5957.461914
	Iteration 51Q: 3 clusters Score -2.009323e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160275 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -20093280.000000 Penalty: 5957.461914
	Iteration 52Q: 3 clusters Score -2.009328e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160376 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -20093344.000000 Penalty: 5957.461914
	Iteration 53Q: 3 clusters Score -2.009334e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160470 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -20093378.000000 Penalty: 5957.461914
	Iteration 54Q: 3 clusters Score -2.009338e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160558 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -20093420.000000 Penalty: 5957.461914
	Iteration 55Q: 3 clusters Score -2.009342e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160628 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -20093408.000000 Penalty: 5957.461914
	Iteration 56Q: 3 clusters Score -2.009341e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160688 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -20093420.000000 Penalty: 5957.461914
	Iteration 57Q: 3 clusters Score -2.009342e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160745 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -20093452.000000 Penalty: 5957.461914
	Iteration 58Q: 3 clusters Score -2.009345e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160808 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -20093456.000000 Penalty: 5957.461914
	Iteration 59Q: 3 clusters Score -2.009346e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160856 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -20093480.000000 Penalty: 5957.461914
	Iteration 60F: 3 clusters Score -2.009348e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160895 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -20093484.000000 Penalty: 5957.461914
	Iteration 61Q: 3 clusters Score -2.009348e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160929 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -20093468.000000 Penalty: 5957.461914
	Iteration 62Q: 3 clusters Score -2.009347e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160963 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -20093484.000000 Penalty: 5957.461914
	Iteration 63Q: 3 clusters Score -2.009348e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160996 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -20093484.000000 Penalty: 5957.461914
	Iteration 64Q: 3 clusters Score -2.009348e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161028 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -20093486.000000 Penalty: 5957.461914
	Iteration 65Q: 3 clusters Score -2.009349e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161060 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -20093476.000000 Penalty: 5957.461914
	Iteration 66Q: 3 clusters Score -2.009348e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161080 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -20093472.000000 Penalty: 5957.461914
	Iteration 67Q: 3 clusters Score -2.009347e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161097 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -20093470.000000 Penalty: 5957.461914
	Iteration 68Q: 3 clusters Score -2.009347e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161119 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -20093494.000000 Penalty: 5957.461914
	Iteration 69Q: 3 clusters Score -2.009349e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161140 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -20093482.000000 Penalty: 5957.461914
	Iteration 70Q: 3 clusters Score -2.009348e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161160 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -20093502.000000 Penalty: 5957.461914
	Iteration 71Q: 3 clusters Score -2.00935e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161180 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -20093496.000000 Penalty: 5957.461914
	Iteration 72Q: 3 clusters Score -2.00935e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161198 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -20093488.000000 Penalty: 5957.461914
	Iteration 73Q: 3 clusters Score -2.009349e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161211 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -20093518.000000 Penalty: 5957.461914
	Iteration 74Q: 3 clusters Score -2.009352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161219 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -20093514.000000 Penalty: 5957.461914
	Iteration 75Q: 3 clusters Score -2.009351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161227 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -20093510.000000 Penalty: 5957.461914
	Iteration 76Q: 3 clusters Score -2.009351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161233 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -20093494.000000 Penalty: 5957.461914
	Iteration 77Q: 3 clusters Score -2.009349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161242 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -20093526.000000 Penalty: 5957.461914
	Iteration 78Q: 3 clusters Score -2.009353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161247 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -20093518.000000 Penalty: 5957.461914
	Iteration 79Q: 3 clusters Score -2.009352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161250 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -20093512.000000 Penalty: 5957.461914
	Iteration 80F: 3 clusters Score -2.009351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161256 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -20093530.000000 Penalty: 5957.461914
	Iteration 81Q: 3 clusters Score -2.009353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161263 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -20093510.000000 Penalty: 5957.461914
	Iteration 82Q: 3 clusters Score -2.009351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161268 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -20093510.000000 Penalty: 5957.461914
	Iteration 83Q: 3 clusters Score -2.009351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161271 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -20093516.000000 Penalty: 5957.461914
	Iteration 84Q: 3 clusters Score -2.009352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161274 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -20093516.000000 Penalty: 5957.461914
	Iteration 85Q: 3 clusters Score -2.009352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161278 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -20093504.000000 Penalty: 5957.461914
	Iteration 86Q: 3 clusters Score -2.00935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161282 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -20093514.000000 Penalty: 5957.461914
	Iteration 87Q: 3 clusters Score -2.009351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161285 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -20093518.000000 Penalty: 5957.461914
	Iteration 88Q: 3 clusters Score -2.009352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161290 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -20093512.000000 Penalty: 5957.461914
	Iteration 89Q: 3 clusters Score -2.009351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161292 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -20093512.000000 Penalty: 5957.461914
	Iteration 90Q: 3 clusters Score -2.009351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161294 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -20093502.000000 Penalty: 5957.461914
	Iteration 91Q: 3 clusters Score -2.00935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161298 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -20093496.000000 Penalty: 5957.461914
	Iteration 92Q: 3 clusters Score -2.00935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161301 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -20093518.000000 Penalty: 5957.461914
	Iteration 93Q: 3 clusters Score -2.009352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161303 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -20093508.000000 Penalty: 5957.461914
	Iteration 94Q: 3 clusters Score -2.009351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161304 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -20093512.000000 Penalty: 5957.461914
	Iteration 95Q: 3 clusters Score -2.009351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161304 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -20093512.000000 Penalty: 5957.461914
	Iteration 96F: 3 clusters Score -2.009351e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Entering Unmasked Estep 
Score: -1014299.937500 Penalty: 2252.179932
	Iteration 0F: 2 clusters Score -1014300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1007432.687500 Penalty: 4504.359863
	Iteration 0F: 3 clusters Score -1007433 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1009448.937500 Penalty: 4504.359863
	Iteration 1F: 3 clusters Score -1009449 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1009803.562500 Penalty: 4504.359863
	Iteration 2F: 3 clusters Score -1009804 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1010087.437500 Penalty: 4504.359863
	Iteration 3F: 3 clusters Score -1010087 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1010379.812500 Penalty: 4504.359863
	Iteration 4F: 3 clusters Score -1010380 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1010624.500000 Penalty: 4504.359863
	Iteration 5F: 3 clusters Score -1010624 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1010841.500000 Penalty: 4504.359863
	Iteration 6Q: 3 clusters Score -1010842 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1011021.875000 Penalty: 4504.359863
	Iteration 7Q: 3 clusters Score -1011022 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1011206.500000 Penalty: 4504.359863
	Iteration 8Q: 3 clusters Score -1011206 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1011349.937500 Penalty: 4504.359863
	Iteration 9Q: 3 clusters Score -1011350 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1011462.125000 Penalty: 4504.359863
	Iteration 10Q: 3 clusters Score -1011462 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1011581.375000 Penalty: 4504.359863
	Iteration 11Q: 3 clusters Score -1011581 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1011694.750000 Penalty: 4504.359863
	Iteration 12Q: 3 clusters Score -1011695 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1011812.875000 Penalty: 4504.359863
	Iteration 13Q: 3 clusters Score -1011813 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1011913.375000 Penalty: 4504.359863
	Iteration 14Q: 3 clusters Score -1011913 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1011989.062500 Penalty: 4504.359863
	Iteration 15Q: 3 clusters Score -1011989 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1012048.062500 Penalty: 4504.359863
	Iteration 16Q: 3 clusters Score -1012048 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1012102.750000 Penalty: 4504.359863
	Iteration 17Q: 3 clusters Score -1012103 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1012170.062500 Penalty: 4504.359863
	Iteration 18Q: 3 clusters Score -1012170 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1012205.125000 Penalty: 4504.359863
	Iteration 19Q: 3 clusters Score -1012205 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1012232.937500 Penalty: 4504.359863
	Iteration 20F: 3 clusters Score -1012233 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1012252.500000 Penalty: 4504.359863
	Iteration 21Q: 3 clusters Score -1012252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1012273.875000 Penalty: 4504.359863
	Iteration 22Q: 3 clusters Score -1012274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1012290.562500 Penalty: 4504.359863
	Iteration 23Q: 3 clusters Score -1012291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1012301.187500 Penalty: 4504.359863
	Iteration 24Q: 3 clusters Score -1012301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1012315.937500 Penalty: 4504.359863
	Iteration 25Q: 3 clusters Score -1012316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1012330.062500 Penalty: 4504.359863
	Iteration 26Q: 3 clusters Score -1012330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1012338.375000 Penalty: 4504.359863
	Iteration 27Q: 3 clusters Score -1012338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1012345.000000 Penalty: 4504.359863
	Iteration 28Q: 3 clusters Score -1012345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1012351.875000 Penalty: 4504.359863
	Iteration 29Q: 3 clusters Score -1012352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1012359.375000 Penalty: 4504.359863
	Iteration 30Q: 3 clusters Score -1012359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1012363.062500 Penalty: 4504.359863
	Iteration 31Q: 3 clusters Score -1012363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1012366.687500 Penalty: 4504.359863
	Iteration 32Q: 3 clusters Score -1012367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1012370.875000 Penalty: 4504.359863
	Iteration 33Q: 3 clusters Score -1012371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1012374.000000 Penalty: 4504.359863
	Iteration 34Q: 3 clusters Score -1012374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1012376.812500 Penalty: 4504.359863
	Iteration 35Q: 3 clusters Score -1012377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1012378.750000 Penalty: 4504.359863
	Iteration 36Q: 3 clusters Score -1012379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1012380.937500 Penalty: 4504.359863
	Iteration 37Q: 3 clusters Score -1012381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1012385.312500 Penalty: 4504.359863
	Iteration 38Q: 3 clusters Score -1012385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1012386.625000 Penalty: 4504.359863
	Iteration 39Q: 3 clusters Score -1012387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1012386.875000 Penalty: 4504.359863
	Iteration 40F: 3 clusters Score -1012387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1012386.875000 Penalty: 4504.359863
	Iteration 41Q: 3 clusters Score -1012387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1012386.875000 Penalty: 4504.359863
	Iteration 42F: 3 clusters Score -1012387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64720 members 
Entering Unmasked Estep 
Score: -7947902.000000 Penalty: 2747.300781
	Iteration 0F: 2 clusters Score -7947902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -7904583.000000 Penalty: 5494.601562
	Iteration 0F: 3 clusters Score -7904583 nChanged 30203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -7921432.000000 Penalty: 5494.601562
	Iteration 1F: 3 clusters Score -7921432 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -7922099.000000 Penalty: 5494.601562
	Iteration 2Q: 3 clusters Score -7922099 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -7922813.500000 Penalty: 5494.601562
	Iteration 3Q: 3 clusters Score -7922814 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -7923653.500000 Penalty: 5494.601562
	Iteration 4Q: 3 clusters Score -7923654 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -7924668.500000 Penalty: 5494.601562
	Iteration 5Q: 3 clusters Score -7924668 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -7926045.500000 Penalty: 5494.601562
	Iteration 6Q: 3 clusters Score -7926046 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -7928008.500000 Penalty: 5494.601562
	Iteration 7F: 3 clusters Score -7928008 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -7930661.000000 Penalty: 5494.601562
	Iteration 8F: 3 clusters Score -7930661 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -7933791.500000 Penalty: 5494.601562
	Iteration 9F: 3 clusters Score -7933792 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -7937263.000000 Penalty: 5494.601562
	Iteration 10F: 3 clusters Score -7937263 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 57948 members 
Entering Unmasked Estep 
Score: -7940181.500000 Penalty: 5494.601562
	Iteration 11F: 3 clusters Score -7940182 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 60582 members 
Entering Unmasked Estep 
Score: -7942422.500000 Penalty: 5494.601562
	Iteration 12Q: 3 clusters Score -7942422 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -7943810.500000 Penalty: 5494.601562
	Iteration 13Q: 3 clusters Score -7943810 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 63222 members 
Entering Unmasked Estep 
Score: -7944590.500000 Penalty: 5494.601562
	Iteration 14Q: 3 clusters Score -7944590 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 63713 members 
Entering Unmasked Estep 
Score: -7944938.000000 Penalty: 5494.601562
	Iteration 15Q: 3 clusters Score -7944938 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 63941 members 
Entering Unmasked Estep 
Score: -7945147.000000 Penalty: 5494.601562
	Iteration 16Q: 3 clusters Score -7945147 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 64077 members 
Entering Unmasked Estep 
Score: -7945282.500000 Penalty: 5494.601562
	Iteration 17Q: 3 clusters Score -7945282 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 64153 members 
Entering Unmasked Estep 
Score: -7945353.500000 Penalty: 5494.601562
	Iteration 18Q: 3 clusters Score -7945354 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 64196 members 
Entering Unmasked Estep 
Score: -7945388.000000 Penalty: 5494.601562
	Iteration 19Q: 3 clusters Score -7945388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 64230 members 
Entering Unmasked Estep 
Score: -7945429.500000 Penalty: 5494.601562
	Iteration 20F: 3 clusters Score -7945430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 64252 members 
Entering Unmasked Estep 
Score: -7945444.000000 Penalty: 5494.601562
	Iteration 21Q: 3 clusters Score -7945444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 64273 members 
Entering Unmasked Estep 
Score: -7945452.500000 Penalty: 5494.601562
	Iteration 22Q: 3 clusters Score -7945452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -7945476.000000 Penalty: 5494.601562
	Iteration 23Q: 3 clusters Score -7945476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 64296 members 
Entering Unmasked Estep 
Score: -7945500.000000 Penalty: 5494.601562
	Iteration 24Q: 3 clusters Score -7945500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 64303 members 
Entering Unmasked Estep 
Score: -7945511.500000 Penalty: 5494.601562
	Iteration 25Q: 3 clusters Score -7945512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -7945516.000000 Penalty: 5494.601562
	Iteration 26Q: 3 clusters Score -7945516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 64315 members 
Entering Unmasked Estep 
Score: -7945519.000000 Penalty: 5494.601562
	Iteration 27Q: 3 clusters Score -7945519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -7945526.000000 Penalty: 5494.601562
	Iteration 28Q: 3 clusters Score -7945526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 64331 members 
Entering Unmasked Estep 
Score: -7945537.500000 Penalty: 5494.601562
	Iteration 29Q: 3 clusters Score -7945538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 64333 members 
Entering Unmasked Estep 
Score: -7945544.500000 Penalty: 5494.601562
	Iteration 30Q: 3 clusters Score -7945544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 64335 members 
Entering Unmasked Estep 
Score: -7945546.500000 Penalty: 5494.601562
	Iteration 31Q: 3 clusters Score -7945546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 64335 members 
Entering Unmasked Estep 
Score: -7945546.500000 Penalty: 5494.601562
	Iteration 32F: 3 clusters Score -7945546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -82635.742188 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -82635.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80897.132812 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -80897.13 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -81138.093750 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -81138.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -81208.351562 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -81208.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -81241.945312 Penalty: 3266.741211
	Iteration 3Q: 3 clusters Score -81241.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -81262.250000 Penalty: 3266.741211
	Iteration 4Q: 3 clusters Score -81262.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -81268.906250 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -81268.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -81270.671875 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -81270.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -81270.671875 Penalty: 3266.741211
	Iteration 7F: 3 clusters Score -81270.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (158384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158384 members 
Entering Unmasked Estep 
Score: -19489216.000000 Penalty: 2969.248779
	Iteration 0F: 2 clusters Score -1.948922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79189 members 
Mstep: Class 2 contains 79195 members 
Entering Unmasked Estep 
Score: -19383636.000000 Penalty: 5938.497559
	Iteration 0F: 3 clusters Score -1.938364e+07 nChanged 75707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79772 members 
Mstep: Class 2 contains 78612 members 
Entering Unmasked Estep 
Score: -19427494.000000 Penalty: 5938.497559
	Iteration 1F: 3 clusters Score -1.942749e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80398 members 
Mstep: Class 2 contains 77986 members 
Entering Unmasked Estep 
Score: -19428686.000000 Penalty: 5938.497559
	Iteration 2Q: 3 clusters Score -1.942869e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81405 members 
Mstep: Class 2 contains 76979 members 
Entering Unmasked Estep 
Score: -19430050.000000 Penalty: 5938.497559
	Iteration 3Q: 3 clusters Score -1.943005e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82967 members 
Mstep: Class 2 contains 75417 members 
Entering Unmasked Estep 
Score: -19432366.000000 Penalty: 5938.497559
	Iteration 4Q: 3 clusters Score -1.943237e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85102 members 
Mstep: Class 2 contains 73282 members 
Entering Unmasked Estep 
Score: -19435568.000000 Penalty: 5938.497559
	Iteration 5Q: 3 clusters Score -1.943557e+07 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87683 members 
Mstep: Class 2 contains 70701 members 
Entering Unmasked Estep 
Score: -19439478.000000 Penalty: 5938.497559
	Iteration 6F: 3 clusters Score -1.943948e+07 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90769 members 
Mstep: Class 2 contains 67615 members 
Entering Unmasked Estep 
Score: -19443758.000000 Penalty: 5938.497559
	Iteration 7F: 3 clusters Score -1.944376e+07 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94019 members 
Mstep: Class 2 contains 64365 members 
Entering Unmasked Estep 
Score: -19448370.000000 Penalty: 5938.497559
	Iteration 8F: 3 clusters Score -1.944837e+07 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97717 members 
Mstep: Class 2 contains 60667 members 
Entering Unmasked Estep 
Score: -19452674.000000 Penalty: 5938.497559
	Iteration 9F: 3 clusters Score -1.945267e+07 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101701 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -19456336.000000 Penalty: 5938.497559
	Iteration 10F: 3 clusters Score -1.945634e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105937 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -19459564.000000 Penalty: 5938.497559
	Iteration 11Q: 3 clusters Score -1.945956e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110230 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -19462554.000000 Penalty: 5938.497559
	Iteration 12Q: 3 clusters Score -1.946255e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114501 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -19465560.000000 Penalty: 5938.497559
	Iteration 13Q: 3 clusters Score -1.946556e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118644 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -19468506.000000 Penalty: 5938.497559
	Iteration 14Q: 3 clusters Score -1.946851e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122437 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -19471078.000000 Penalty: 5938.497559
	Iteration 15Q: 3 clusters Score -1.947108e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125946 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -19473338.000000 Penalty: 5938.497559
	Iteration 16Q: 3 clusters Score -1.947334e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129145 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -19474996.000000 Penalty: 5938.497559
	Iteration 17Q: 3 clusters Score -1.9475e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132121 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -19476636.000000 Penalty: 5938.497559
	Iteration 18Q: 3 clusters Score -1.947664e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134831 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -19477990.000000 Penalty: 5938.497559
	Iteration 19Q: 3 clusters Score -1.947799e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137358 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -19479086.000000 Penalty: 5938.497559
	Iteration 20F: 3 clusters Score -1.947909e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139619 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -19480140.000000 Penalty: 5938.497559
	Iteration 21Q: 3 clusters Score -1.948014e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141674 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -19481144.000000 Penalty: 5938.497559
	Iteration 22Q: 3 clusters Score -1.948114e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143551 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -19482020.000000 Penalty: 5938.497559
	Iteration 23Q: 3 clusters Score -1.948202e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145249 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -19482790.000000 Penalty: 5938.497559
	Iteration 24Q: 3 clusters Score -1.948279e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146747 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -19483466.000000 Penalty: 5938.497559
	Iteration 25Q: 3 clusters Score -1.948347e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148045 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -19484080.000000 Penalty: 5938.497559
	Iteration 26Q: 3 clusters Score -1.948408e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149187 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -19484628.000000 Penalty: 5938.497559
	Iteration 27Q: 3 clusters Score -1.948463e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150171 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -19485054.000000 Penalty: 5938.497559
	Iteration 28Q: 3 clusters Score -1.948505e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150998 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -19485398.000000 Penalty: 5938.497559
	Iteration 29Q: 3 clusters Score -1.94854e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151727 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -19485588.000000 Penalty: 5938.497559
	Iteration 30Q: 3 clusters Score -1.948559e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152361 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -19485828.000000 Penalty: 5938.497559
	Iteration 31Q: 3 clusters Score -1.948583e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152880 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -19485912.000000 Penalty: 5938.497559
	Iteration 32Q: 3 clusters Score -1.948591e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153339 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -19485990.000000 Penalty: 5938.497559
	Iteration 33Q: 3 clusters Score -1.948599e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153738 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -19486118.000000 Penalty: 5938.497559
	Iteration 34Q: 3 clusters Score -1.948612e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154091 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -19486234.000000 Penalty: 5938.497559
	Iteration 35Q: 3 clusters Score -1.948623e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154411 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -19486332.000000 Penalty: 5938.497559
	Iteration 36Q: 3 clusters Score -1.948633e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154671 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -19486424.000000 Penalty: 5938.497559
	Iteration 37Q: 3 clusters Score -1.948642e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154906 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -19486492.000000 Penalty: 5938.497559
	Iteration 38Q: 3 clusters Score -1.948649e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155112 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -19486490.000000 Penalty: 5938.497559
	Iteration 39Q: 3 clusters Score -1.948649e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155292 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -19486540.000000 Penalty: 5938.497559
	Iteration 40F: 3 clusters Score -1.948654e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155440 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -19486556.000000 Penalty: 5938.497559
	Iteration 41Q: 3 clusters Score -1.948656e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155549 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -19486600.000000 Penalty: 5938.497559
	Iteration 42Q: 3 clusters Score -1.94866e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155659 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -19486606.000000 Penalty: 5938.497559
	Iteration 43Q: 3 clusters Score -1.948661e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155760 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -19486620.000000 Penalty: 5938.497559
	Iteration 44Q: 3 clusters Score -1.948662e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155841 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -19486662.000000 Penalty: 5938.497559
	Iteration 45Q: 3 clusters Score -1.948666e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155905 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -19486678.000000 Penalty: 5938.497559
	Iteration 46Q: 3 clusters Score -1.948668e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155967 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -19486682.000000 Penalty: 5938.497559
	Iteration 47Q: 3 clusters Score -1.948668e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156011 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -19486720.000000 Penalty: 5938.497559
	Iteration 48Q: 3 clusters Score -1.948672e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156050 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -19486718.000000 Penalty: 5938.497559
	Iteration 49Q: 3 clusters Score -1.948672e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156089 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -19486724.000000 Penalty: 5938.497559
	Iteration 50Q: 3 clusters Score -1.948672e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156128 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -19486716.000000 Penalty: 5938.497559
	Iteration 51Q: 3 clusters Score -1.948672e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156159 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -19486738.000000 Penalty: 5938.497559
	Iteration 52Q: 3 clusters Score -1.948674e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156181 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -19486748.000000 Penalty: 5938.497559
	Iteration 53Q: 3 clusters Score -1.948675e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156206 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -19486780.000000 Penalty: 5938.497559
	Iteration 54Q: 3 clusters Score -1.948678e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156229 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -19486792.000000 Penalty: 5938.497559
	Iteration 55Q: 3 clusters Score -1.948679e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156253 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -19486746.000000 Penalty: 5938.497559
	Iteration 56Q: 3 clusters Score -1.948675e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156275 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -19486746.000000 Penalty: 5938.497559
	Iteration 57Q: 3 clusters Score -1.948675e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156291 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -19486742.000000 Penalty: 5938.497559
	Iteration 58Q: 3 clusters Score -1.948674e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156325 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -19486790.000000 Penalty: 5938.497559
	Iteration 59Q: 3 clusters Score -1.948679e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156345 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -19486794.000000 Penalty: 5938.497559
	Iteration 60F: 3 clusters Score -1.948679e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156369 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -19486812.000000 Penalty: 5938.497559
	Iteration 61Q: 3 clusters Score -1.948681e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156389 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -19486800.000000 Penalty: 5938.497559
	Iteration 62Q: 3 clusters Score -1.94868e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156408 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -19486778.000000 Penalty: 5938.497559
	Iteration 63Q: 3 clusters Score -1.948678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156420 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -19486810.000000 Penalty: 5938.497559
	Iteration 64Q: 3 clusters Score -1.948681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156430 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -19486820.000000 Penalty: 5938.497559
	Iteration 65Q: 3 clusters Score -1.948682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156436 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -19486820.000000 Penalty: 5938.497559
	Iteration 66Q: 3 clusters Score -1.948682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156445 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -19486820.000000 Penalty: 5938.497559
	Iteration 67Q: 3 clusters Score -1.948682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156450 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -19486812.000000 Penalty: 5938.497559
	Iteration 68Q: 3 clusters Score -1.948681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156456 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -19486822.000000 Penalty: 5938.497559
	Iteration 69Q: 3 clusters Score -1.948682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156461 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -19486812.000000 Penalty: 5938.497559
	Iteration 70Q: 3 clusters Score -1.948681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156464 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -19486820.000000 Penalty: 5938.497559
	Iteration 71Q: 3 clusters Score -1.948682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156464 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -19486820.000000 Penalty: 5938.497559
	Iteration 72F: 3 clusters Score -1.948682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57086 members 
Entering Unmasked Estep 
Score: -6820902.500000 Penalty: 2716.174072
	Iteration 0F: 2 clusters Score -6820902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -6782571.500000 Penalty: 5432.348145
	Iteration 0F: 3 clusters Score -6782572 nChanged 26658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -6797441.000000 Penalty: 5432.348145
	Iteration 1F: 3 clusters Score -6797441 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -6798119.000000 Penalty: 5432.348145
	Iteration 2Q: 3 clusters Score -6798119 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -6798801.000000 Penalty: 5432.348145
	Iteration 3Q: 3 clusters Score -6798801 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -6799647.000000 Penalty: 5432.348145
	Iteration 4Q: 3 clusters Score -6799647 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -6800804.000000 Penalty: 5432.348145
	Iteration 5Q: 3 clusters Score -6800804 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -6802530.000000 Penalty: 5432.348145
	Iteration 6F: 3 clusters Score -6802530 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -6805354.500000 Penalty: 5432.348145
	Iteration 7F: 3 clusters Score -6805354 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -6809153.000000 Penalty: 5432.348145
	Iteration 8F: 3 clusters Score -6809153 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -6812961.000000 Penalty: 5432.348145
	Iteration 9F: 3 clusters Score -6812961 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53776 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -6815806.500000 Penalty: 5432.348145
	Iteration 10F: 3 clusters Score -6815806 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55458 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -6817330.500000 Penalty: 5432.348145
	Iteration 11Q: 3 clusters Score -6817330 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56225 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6817965.500000 Penalty: 5432.348145
	Iteration 12Q: 3 clusters Score -6817966 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6818248.000000 Penalty: 5432.348145
	Iteration 13Q: 3 clusters Score -6818248 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56654 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6818380.000000 Penalty: 5432.348145
	Iteration 14Q: 3 clusters Score -6818380 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56703 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -6818442.500000 Penalty: 5432.348145
	Iteration 15Q: 3 clusters Score -6818442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6818475.500000 Penalty: 5432.348145
	Iteration 16Q: 3 clusters Score -6818476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56739 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6818491.000000 Penalty: 5432.348145
	Iteration 17Q: 3 clusters Score -6818491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56743 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6818502.000000 Penalty: 5432.348145
	Iteration 18Q: 3 clusters Score -6818502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56749 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6818505.000000 Penalty: 5432.348145
	Iteration 19Q: 3 clusters Score -6818505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6818513.500000 Penalty: 5432.348145
	Iteration 20F: 3 clusters Score -6818514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6818517.500000 Penalty: 5432.348145
	Iteration 21Q: 3 clusters Score -6818518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56758 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6818528.500000 Penalty: 5432.348145
	Iteration 22Q: 3 clusters Score -6818528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56758 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6818526.500000 Penalty: 5432.348145
	Iteration 23Q: 3 clusters Score -6818526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6818524.500000 Penalty: 5432.348145
	Iteration 24Q: 3 clusters Score -6818524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6818524.500000 Penalty: 5432.348145
	Iteration 25F: 3 clusters Score -6818524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Entering Unmasked Estep 
Score: -769414.437500 Penalty: 2176.986572
	Iteration 0F: 2 clusters Score -769414.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -763938.625000 Penalty: 4353.973145
	Iteration 0F: 3 clusters Score -763938.6 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -765394.187500 Penalty: 4353.973145
	Iteration 1F: 3 clusters Score -765394.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -765756.437500 Penalty: 4353.973145
	Iteration 2F: 3 clusters Score -765756.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -766096.500000 Penalty: 4353.973145
	Iteration 3F: 3 clusters Score -766096.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -766410.500000 Penalty: 4353.973145
	Iteration 4F: 3 clusters Score -766410.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -766665.000000 Penalty: 4353.973145
	Iteration 5F: 3 clusters Score -766665 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -766846.125000 Penalty: 4353.973145
	Iteration 6Q: 3 clusters Score -766846.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -766967.875000 Penalty: 4353.973145
	Iteration 7Q: 3 clusters Score -766967.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -767064.312500 Penalty: 4353.973145
	Iteration 8Q: 3 clusters Score -767064.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -767143.000000 Penalty: 4353.973145
	Iteration 9Q: 3 clusters Score -767143 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -767207.562500 Penalty: 4353.973145
	Iteration 10Q: 3 clusters Score -767207.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -767265.375000 Penalty: 4353.973145
	Iteration 11Q: 3 clusters Score -767265.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -767310.875000 Penalty: 4353.973145
	Iteration 12Q: 3 clusters Score -767310.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -767345.812500 Penalty: 4353.973145
	Iteration 13Q: 3 clusters Score -767345.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -767375.562500 Penalty: 4353.973145
	Iteration 14Q: 3 clusters Score -767375.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -767406.562500 Penalty: 4353.973145
	Iteration 15Q: 3 clusters Score -767406.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -767425.187500 Penalty: 4353.973145
	Iteration 16Q: 3 clusters Score -767425.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -767440.875000 Penalty: 4353.973145
	Iteration 17Q: 3 clusters Score -767440.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -767455.312500 Penalty: 4353.973145
	Iteration 18Q: 3 clusters Score -767455.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -767471.250000 Penalty: 4353.973145
	Iteration 19Q: 3 clusters Score -767471.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -767479.312500 Penalty: 4353.973145
	Iteration 20F: 3 clusters Score -767479.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -767492.125000 Penalty: 4353.973145
	Iteration 21Q: 3 clusters Score -767492.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -767504.625000 Penalty: 4353.973145
	Iteration 22Q: 3 clusters Score -767504.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -767514.437500 Penalty: 4353.973145
	Iteration 23Q: 3 clusters Score -767514.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -767526.937500 Penalty: 4353.973145
	Iteration 24Q: 3 clusters Score -767526.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -767540.562500 Penalty: 4353.973145
	Iteration 25Q: 3 clusters Score -767540.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -767552.625000 Penalty: 4353.973145
	Iteration 26Q: 3 clusters Score -767552.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -767562.875000 Penalty: 4353.973145
	Iteration 27Q: 3 clusters Score -767562.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -767566.937500 Penalty: 4353.973145
	Iteration 28Q: 3 clusters Score -767566.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -767571.625000 Penalty: 4353.973145
	Iteration 29Q: 3 clusters Score -767571.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -767574.625000 Penalty: 4353.973145
	Iteration 30Q: 3 clusters Score -767574.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -767581.062500 Penalty: 4353.973145
	Iteration 31Q: 3 clusters Score -767581.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -767582.250000 Penalty: 4353.973145
	Iteration 32Q: 3 clusters Score -767582.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -767585.500000 Penalty: 4353.973145
	Iteration 33Q: 3 clusters Score -767585.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -767586.750000 Penalty: 4353.973145
	Iteration 34Q: 3 clusters Score -767586.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -767586.687500 Penalty: 4353.973145
	Iteration 35Q: 3 clusters Score -767586.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -767588.062500 Penalty: 4353.973145
	Iteration 36Q: 3 clusters Score -767588.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -767590.500000 Penalty: 4353.973145
	Iteration 37Q: 3 clusters Score -767590.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -767590.500000 Penalty: 4353.973145
	Iteration 38Q: 3 clusters Score -767590.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -767592.625000 Penalty: 4353.973145
	Iteration 39Q: 3 clusters Score -767592.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -767596.562500 Penalty: 4353.973145
	Iteration 40F: 3 clusters Score -767596.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -767602.000000 Penalty: 4353.973145
	Iteration 41Q: 3 clusters Score -767602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -767614.750000 Penalty: 4353.973145
	Iteration 42Q: 3 clusters Score -767614.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -767625.562500 Penalty: 4353.973145
	Iteration 43Q: 3 clusters Score -767625.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -767632.625000 Penalty: 4353.973145
	Iteration 44Q: 3 clusters Score -767632.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -767641.125000 Penalty: 4353.973145
	Iteration 45Q: 3 clusters Score -767641.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -767642.125000 Penalty: 4353.973145
	Iteration 46Q: 3 clusters Score -767642.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -767646.062500 Penalty: 4353.973145
	Iteration 47Q: 3 clusters Score -767646.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -767652.812500 Penalty: 4353.973145
	Iteration 48Q: 3 clusters Score -767652.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -767659.687500 Penalty: 4353.973145
	Iteration 49Q: 3 clusters Score -767659.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -767665.000000 Penalty: 4353.973145
	Iteration 50Q: 3 clusters Score -767665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -767667.437500 Penalty: 4353.973145
	Iteration 51Q: 3 clusters Score -767667.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -767669.187500 Penalty: 4353.973145
	Iteration 52Q: 3 clusters Score -767669.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -767670.312500 Penalty: 4353.973145
	Iteration 53Q: 3 clusters Score -767670.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -767670.312500 Penalty: 4353.973145
	Iteration 54F: 3 clusters Score -767670.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Entering Unmasked Estep 
Score: -331353.156250 Penalty: 1966.423340
	Iteration 0F: 2 clusters Score -331353.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -328234.843750 Penalty: 3932.846680
	Iteration 0F: 3 clusters Score -328234.8 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -328854.906250 Penalty: 3932.846680
	Iteration 1F: 3 clusters Score -328854.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -329002.437500 Penalty: 3932.846680
	Iteration 2F: 3 clusters Score -329002.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -329116.531250 Penalty: 3932.846680
	Iteration 3Q: 3 clusters Score -329116.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -329210.437500 Penalty: 3932.846680
	Iteration 4Q: 3 clusters Score -329210.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -329299.062500 Penalty: 3932.846680
	Iteration 5Q: 3 clusters Score -329299.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -329391.843750 Penalty: 3932.846680
	Iteration 6Q: 3 clusters Score -329391.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -329477.062500 Penalty: 3932.846680
	Iteration 7Q: 3 clusters Score -329477.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -329569.000000 Penalty: 3932.846680
	Iteration 8Q: 3 clusters Score -329569 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -329649.812500 Penalty: 3932.846680
	Iteration 9Q: 3 clusters Score -329649.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -329731.343750 Penalty: 3932.846680
	Iteration 10Q: 3 clusters Score -329731.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -329798.468750 Penalty: 3932.846680
	Iteration 11Q: 3 clusters Score -329798.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -329855.281250 Penalty: 3932.846680
	Iteration 12Q: 3 clusters Score -329855.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -329912.812500 Penalty: 3932.846680
	Iteration 13Q: 3 clusters Score -329912.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -329990.843750 Penalty: 3932.846680
	Iteration 14Q: 3 clusters Score -329990.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -330067.281250 Penalty: 3932.846680
	Iteration 15Q: 3 clusters Score -330067.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -330157.875000 Penalty: 3932.846680
	Iteration 16Q: 3 clusters Score -330157.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -330250.750000 Penalty: 3932.846680
	Iteration 17Q: 3 clusters Score -330250.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -330343.437500 Penalty: 3932.846680
	Iteration 18Q: 3 clusters Score -330343.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -330414.250000 Penalty: 3932.846680
	Iteration 19Q: 3 clusters Score -330414.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -330476.531250 Penalty: 3932.846680
	Iteration 20F: 3 clusters Score -330476.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -330528.031250 Penalty: 3932.846680
	Iteration 21Q: 3 clusters Score -330528 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -330590.218750 Penalty: 3932.846680
	Iteration 22Q: 3 clusters Score -330590.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -330650.156250 Penalty: 3932.846680
	Iteration 23Q: 3 clusters Score -330650.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -330705.750000 Penalty: 3932.846680
	Iteration 24Q: 3 clusters Score -330705.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -330784.625000 Penalty: 3932.846680
	Iteration 25Q: 3 clusters Score -330784.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -330866.343750 Penalty: 3932.846680
	Iteration 26Q: 3 clusters Score -330866.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -330909.031250 Penalty: 3932.846680
	Iteration 27Q: 3 clusters Score -330909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -330929.281250 Penalty: 3932.846680
	Iteration 28Q: 3 clusters Score -330929.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -330940.031250 Penalty: 3932.846680
	Iteration 29Q: 3 clusters Score -330940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -330948.625000 Penalty: 3932.846680
	Iteration 30Q: 3 clusters Score -330948.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -330952.468750 Penalty: 3932.846680
	Iteration 31Q: 3 clusters Score -330952.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -330962.906250 Penalty: 3932.846680
	Iteration 32Q: 3 clusters Score -330962.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -330966.937500 Penalty: 3932.846680
	Iteration 33Q: 3 clusters Score -330966.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -330967.250000 Penalty: 3932.846680
	Iteration 34Q: 3 clusters Score -330967.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -330967.468750 Penalty: 3932.846680
	Iteration 35Q: 3 clusters Score -330967.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -330967.468750 Penalty: 3932.846680
	Iteration 36F: 3 clusters Score -330967.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Entering Unmasked Estep 
Score: -1053795.750000 Penalty: 2259.983887
	Iteration 0F: 2 clusters Score -1053796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1046685.812500 Penalty: 4519.967773
	Iteration 0F: 3 clusters Score -1046686 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1048696.125000 Penalty: 4519.967773
	Iteration 1F: 3 clusters Score -1048696 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1048992.875000 Penalty: 4519.967773
	Iteration 2F: 3 clusters Score -1048993 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1049189.000000 Penalty: 4519.967773
	Iteration 3Q: 3 clusters Score -1049189 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1049335.125000 Penalty: 4519.967773
	Iteration 4Q: 3 clusters Score -1049335 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1049457.625000 Penalty: 4519.967773
	Iteration 5Q: 3 clusters Score -1049458 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1049562.875000 Penalty: 4519.967773
	Iteration 6Q: 3 clusters Score -1049563 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1049651.375000 Penalty: 4519.967773
	Iteration 7Q: 3 clusters Score -1049651 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1049728.125000 Penalty: 4519.967773
	Iteration 8Q: 3 clusters Score -1049728 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1049806.875000 Penalty: 4519.967773
	Iteration 9Q: 3 clusters Score -1049807 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1049875.625000 Penalty: 4519.967773
	Iteration 10Q: 3 clusters Score -1049876 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1049963.125000 Penalty: 4519.967773
	Iteration 11Q: 3 clusters Score -1049963 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1050067.875000 Penalty: 4519.967773
	Iteration 12Q: 3 clusters Score -1050068 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1050175.125000 Penalty: 4519.967773
	Iteration 13Q: 3 clusters Score -1050175 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1050285.500000 Penalty: 4519.967773
	Iteration 14Q: 3 clusters Score -1050286 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1050420.625000 Penalty: 4519.967773
	Iteration 15Q: 3 clusters Score -1050421 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1050561.250000 Penalty: 4519.967773
	Iteration 16Q: 3 clusters Score -1050561 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1050701.000000 Penalty: 4519.967773
	Iteration 17Q: 3 clusters Score -1050701 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1050849.250000 Penalty: 4519.967773
	Iteration 18Q: 3 clusters Score -1050849 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1050988.250000 Penalty: 4519.967773
	Iteration 19Q: 3 clusters Score -1050988 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1051115.750000 Penalty: 4519.967773
	Iteration 20F: 3 clusters Score -1051116 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1051219.000000 Penalty: 4519.967773
	Iteration 21Q: 3 clusters Score -1051219 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1051302.500000 Penalty: 4519.967773
	Iteration 22Q: 3 clusters Score -1051302 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1051378.000000 Penalty: 4519.967773
	Iteration 23Q: 3 clusters Score -1051378 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1051446.125000 Penalty: 4519.967773
	Iteration 24Q: 3 clusters Score -1051446 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1051523.250000 Penalty: 4519.967773
	Iteration 25Q: 3 clusters Score -1051523 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1051601.000000 Penalty: 4519.967773
	Iteration 26Q: 3 clusters Score -1051601 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1051670.125000 Penalty: 4519.967773
	Iteration 27Q: 3 clusters Score -1051670 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1051725.500000 Penalty: 4519.967773
	Iteration 28Q: 3 clusters Score -1051726 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1051765.250000 Penalty: 4519.967773
	Iteration 29Q: 3 clusters Score -1051765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1051789.750000 Penalty: 4519.967773
	Iteration 30Q: 3 clusters Score -1051790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1051802.000000 Penalty: 4519.967773
	Iteration 31Q: 3 clusters Score -1051802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1051810.250000 Penalty: 4519.967773
	Iteration 32Q: 3 clusters Score -1051810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1051824.000000 Penalty: 4519.967773
	Iteration 33Q: 3 clusters Score -1051824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1051835.000000 Penalty: 4519.967773
	Iteration 34Q: 3 clusters Score -1051835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1051842.500000 Penalty: 4519.967773
	Iteration 35Q: 3 clusters Score -1051842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1051850.250000 Penalty: 4519.967773
	Iteration 36Q: 3 clusters Score -1051850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1051855.125000 Penalty: 4519.967773
	Iteration 37Q: 3 clusters Score -1051855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1051863.375000 Penalty: 4519.967773
	Iteration 38Q: 3 clusters Score -1051863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1051870.375000 Penalty: 4519.967773
	Iteration 39Q: 3 clusters Score -1051870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1051874.375000 Penalty: 4519.967773
	Iteration 40F: 3 clusters Score -1051874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1051879.750000 Penalty: 4519.967773
	Iteration 41Q: 3 clusters Score -1051880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1051879.875000 Penalty: 4519.967773
	Iteration 42Q: 3 clusters Score -1051880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1051879.250000 Penalty: 4519.967773
	Iteration 43Q: 3 clusters Score -1051879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1051882.000000 Penalty: 4519.967773
	Iteration 44Q: 3 clusters Score -1051882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1051882.000000 Penalty: 4519.967773
	Iteration 45F: 3 clusters Score -1051882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (42400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Entering Unmasked Estep 
Score: -5176339.000000 Penalty: 2642.416016
	Iteration 0F: 2 clusters Score -5176339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -5147546.000000 Penalty: 5284.832031
	Iteration 0F: 3 clusters Score -5147546 nChanged 19462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -5158438.000000 Penalty: 5284.832031
	Iteration 1F: 3 clusters Score -5158438 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -5159091.000000 Penalty: 5284.832031
	Iteration 2Q: 3 clusters Score -5159091 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -5159782.500000 Penalty: 5284.832031
	Iteration 3Q: 3 clusters Score -5159782 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -5160661.000000 Penalty: 5284.832031
	Iteration 4Q: 3 clusters Score -5160661 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -5161697.500000 Penalty: 5284.832031
	Iteration 5F: 3 clusters Score -5161698 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -5162895.500000 Penalty: 5284.832031
	Iteration 6F: 3 clusters Score -5162896 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -5164141.500000 Penalty: 5284.832031
	Iteration 7F: 3 clusters Score -5164142 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -5165387.500000 Penalty: 5284.832031
	Iteration 8F: 3 clusters Score -5165388 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -5166650.000000 Penalty: 5284.832031
	Iteration 9F: 3 clusters Score -5166650 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -5167797.500000 Penalty: 5284.832031
	Iteration 10Q: 3 clusters Score -5167798 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -5168891.000000 Penalty: 5284.832031
	Iteration 11Q: 3 clusters Score -5168891 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -5169857.000000 Penalty: 5284.832031
	Iteration 12Q: 3 clusters Score -5169857 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -5170800.000000 Penalty: 5284.832031
	Iteration 13Q: 3 clusters Score -5170800 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -5171506.500000 Penalty: 5284.832031
	Iteration 14Q: 3 clusters Score -5171506 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -5172038.500000 Penalty: 5284.832031
	Iteration 15Q: 3 clusters Score -5172038 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -5172472.500000 Penalty: 5284.832031
	Iteration 16Q: 3 clusters Score -5172472 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -5172776.500000 Penalty: 5284.832031
	Iteration 17Q: 3 clusters Score -5172776 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -5173023.500000 Penalty: 5284.832031
	Iteration 18Q: 3 clusters Score -5173024 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -5173248.500000 Penalty: 5284.832031
	Iteration 19Q: 3 clusters Score -5173248 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -5173410.000000 Penalty: 5284.832031
	Iteration 20F: 3 clusters Score -5173410 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -5173548.500000 Penalty: 5284.832031
	Iteration 21Q: 3 clusters Score -5173548 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -5173644.000000 Penalty: 5284.832031
	Iteration 22Q: 3 clusters Score -5173644 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -5173712.500000 Penalty: 5284.832031
	Iteration 23Q: 3 clusters Score -5173712 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -5173838.000000 Penalty: 5284.832031
	Iteration 24Q: 3 clusters Score -5173838 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -5173910.000000 Penalty: 5284.832031
	Iteration 25Q: 3 clusters Score -5173910 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -5173971.500000 Penalty: 5284.832031
	Iteration 26Q: 3 clusters Score -5173972 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -5174017.000000 Penalty: 5284.832031
	Iteration 27Q: 3 clusters Score -5174017 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -5174029.500000 Penalty: 5284.832031
	Iteration 28Q: 3 clusters Score -5174030 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -5174073.000000 Penalty: 5284.832031
	Iteration 29Q: 3 clusters Score -5174073 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -5174097.000000 Penalty: 5284.832031
	Iteration 30Q: 3 clusters Score -5174097 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -5174127.500000 Penalty: 5284.832031
	Iteration 31Q: 3 clusters Score -5174128 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -5174142.500000 Penalty: 5284.832031
	Iteration 32Q: 3 clusters Score -5174142 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -5174167.000000 Penalty: 5284.832031
	Iteration 33Q: 3 clusters Score -5174167 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -5174180.000000 Penalty: 5284.832031
	Iteration 34Q: 3 clusters Score -5174180 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -5174194.000000 Penalty: 5284.832031
	Iteration 35Q: 3 clusters Score -5174194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -5174220.500000 Penalty: 5284.832031
	Iteration 36Q: 3 clusters Score -5174220 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -5174229.500000 Penalty: 5284.832031
	Iteration 37Q: 3 clusters Score -5174230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -5174229.500000 Penalty: 5284.832031
	Iteration 38Q: 3 clusters Score -5174230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -5174241.500000 Penalty: 5284.832031
	Iteration 39Q: 3 clusters Score -5174242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -5174244.500000 Penalty: 5284.832031
	Iteration 40F: 3 clusters Score -5174244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -5174255.500000 Penalty: 5284.832031
	Iteration 41Q: 3 clusters Score -5174256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -5174272.500000 Penalty: 5284.832031
	Iteration 42Q: 3 clusters Score -5174272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -5174274.500000 Penalty: 5284.832031
	Iteration 43Q: 3 clusters Score -5174274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -5174284.500000 Penalty: 5284.832031
	Iteration 44Q: 3 clusters Score -5174284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -5174286.500000 Penalty: 5284.832031
	Iteration 45Q: 3 clusters Score -5174286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -5174292.500000 Penalty: 5284.832031
	Iteration 46Q: 3 clusters Score -5174292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -5174287.000000 Penalty: 5284.832031
	Iteration 47Q: 3 clusters Score -5174287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -5174288.000000 Penalty: 5284.832031
	Iteration 48Q: 3 clusters Score -5174288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -5174296.500000 Penalty: 5284.832031
	Iteration 49Q: 3 clusters Score -5174296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -5174296.500000 Penalty: 5284.832031
	Iteration 50Q: 3 clusters Score -5174296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -5174293.000000 Penalty: 5284.832031
	Iteration 51Q: 3 clusters Score -5174293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -5174302.500000 Penalty: 5284.832031
	Iteration 52Q: 3 clusters Score -5174302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -5174305.500000 Penalty: 5284.832031
	Iteration 53Q: 3 clusters Score -5174306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -5174305.500000 Penalty: 5284.832031
	Iteration 54Q: 3 clusters Score -5174306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -5174304.000000 Penalty: 5284.832031
	Iteration 55Q: 3 clusters Score -5174304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -5174305.000000 Penalty: 5284.832031
	Iteration 56Q: 3 clusters Score -5174305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -5174301.500000 Penalty: 5284.832031
	Iteration 57Q: 3 clusters Score -5174302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -5174301.500000 Penalty: 5284.832031
	Iteration 58F: 3 clusters Score -5174302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Entering Unmasked Estep 
Score: -4620995.500000 Penalty: 2613.449951
	Iteration 0F: 2 clusters Score -4620996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -4595552.500000 Penalty: 5226.899902
	Iteration 0F: 3 clusters Score -4595552 nChanged 17074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -4604791.000000 Penalty: 5226.899902
	Iteration 1F: 3 clusters Score -4604791 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -4605312.500000 Penalty: 5226.899902
	Iteration 2Q: 3 clusters Score -4605312 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -4605996.500000 Penalty: 5226.899902
	Iteration 3Q: 3 clusters Score -4605996 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -4606919.500000 Penalty: 5226.899902
	Iteration 4Q: 3 clusters Score -4606920 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -4608311.000000 Penalty: 5226.899902
	Iteration 5F: 3 clusters Score -4608311 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -4610171.000000 Penalty: 5226.899902
	Iteration 6F: 3 clusters Score -4610171 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -4612333.500000 Penalty: 5226.899902
	Iteration 7F: 3 clusters Score -4612334 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -4614303.000000 Penalty: 5226.899902
	Iteration 8F: 3 clusters Score -4614303 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -4615759.500000 Penalty: 5226.899902
	Iteration 9F: 3 clusters Score -4615760 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -4616835.000000 Penalty: 5226.899902
	Iteration 10Q: 3 clusters Score -4616835 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -4617551.500000 Penalty: 5226.899902
	Iteration 11Q: 3 clusters Score -4617552 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -4618041.000000 Penalty: 5226.899902
	Iteration 12Q: 3 clusters Score -4618041 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -4618409.000000 Penalty: 5226.899902
	Iteration 13Q: 3 clusters Score -4618409 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -4618661.500000 Penalty: 5226.899902
	Iteration 14Q: 3 clusters Score -4618662 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -4618840.000000 Penalty: 5226.899902
	Iteration 15Q: 3 clusters Score -4618840 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -4618975.500000 Penalty: 5226.899902
	Iteration 16Q: 3 clusters Score -4618976 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -4619051.500000 Penalty: 5226.899902
	Iteration 17Q: 3 clusters Score -4619052 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -4619109.500000 Penalty: 5226.899902
	Iteration 18Q: 3 clusters Score -4619110 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -4619162.000000 Penalty: 5226.899902
	Iteration 19Q: 3 clusters Score -4619162 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -4619217.500000 Penalty: 5226.899902
	Iteration 20F: 3 clusters Score -4619218 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -4619270.000000 Penalty: 5226.899902
	Iteration 21Q: 3 clusters Score -4619270 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -4619321.000000 Penalty: 5226.899902
	Iteration 22Q: 3 clusters Score -4619321 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -4619370.500000 Penalty: 5226.899902
	Iteration 23Q: 3 clusters Score -4619370 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -4619411.000000 Penalty: 5226.899902
	Iteration 24Q: 3 clusters Score -4619411 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -4619446.500000 Penalty: 5226.899902
	Iteration 25Q: 3 clusters Score -4619446 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -4619488.000000 Penalty: 5226.899902
	Iteration 26Q: 3 clusters Score -4619488 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -4619506.500000 Penalty: 5226.899902
	Iteration 27Q: 3 clusters Score -4619506 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -4619552.000000 Penalty: 5226.899902
	Iteration 28Q: 3 clusters Score -4619552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -4619585.000000 Penalty: 5226.899902
	Iteration 29Q: 3 clusters Score -4619585 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -4619610.500000 Penalty: 5226.899902
	Iteration 30Q: 3 clusters Score -4619610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -4619630.500000 Penalty: 5226.899902
	Iteration 31Q: 3 clusters Score -4619630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -4619646.500000 Penalty: 5226.899902
	Iteration 32Q: 3 clusters Score -4619646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -4619659.000000 Penalty: 5226.899902
	Iteration 33Q: 3 clusters Score -4619659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -4619674.500000 Penalty: 5226.899902
	Iteration 34Q: 3 clusters Score -4619674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -4619672.500000 Penalty: 5226.899902
	Iteration 35Q: 3 clusters Score -4619672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -4619673.500000 Penalty: 5226.899902
	Iteration 36Q: 3 clusters Score -4619674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -4619672.500000 Penalty: 5226.899902
	Iteration 37Q: 3 clusters Score -4619672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -4619676.000000 Penalty: 5226.899902
	Iteration 38Q: 3 clusters Score -4619676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -4619676.500000 Penalty: 5226.899902
	Iteration 39Q: 3 clusters Score -4619676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -4619676.500000 Penalty: 5226.899902
	Iteration 40F: 3 clusters Score -4619676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (160765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160765 members 
Entering Unmasked Estep 
Score: -19461318.000000 Penalty: 2972.949219
	Iteration 0F: 2 clusters Score -1.946132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80650 members 
Mstep: Class 2 contains 80115 members 
Entering Unmasked Estep 
Score: -19354148.000000 Penalty: 5945.898438
	Iteration 0F: 3 clusters Score -1.935415e+07 nChanged 76972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83966 members 
Mstep: Class 2 contains 76799 members 
Entering Unmasked Estep 
Score: -19399294.000000 Penalty: 5945.898438
	Iteration 1F: 3 clusters Score -1.939929e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85682 members 
Mstep: Class 2 contains 75083 members 
Entering Unmasked Estep 
Score: -19400674.000000 Penalty: 5945.898438
	Iteration 2Q: 3 clusters Score -1.940067e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88163 members 
Mstep: Class 2 contains 72602 members 
Entering Unmasked Estep 
Score: -19402544.000000 Penalty: 5945.898438
	Iteration 3Q: 3 clusters Score -1.940254e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91704 members 
Mstep: Class 2 contains 69061 members 
Entering Unmasked Estep 
Score: -19405154.000000 Penalty: 5945.898438
	Iteration 4Q: 3 clusters Score -1.940515e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96644 members 
Mstep: Class 2 contains 64121 members 
Entering Unmasked Estep 
Score: -19408722.000000 Penalty: 5945.898438
	Iteration 5Q: 3 clusters Score -1.940872e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103176 members 
Mstep: Class 2 contains 57589 members 
Entering Unmasked Estep 
Score: -19413688.000000 Penalty: 5945.898438
	Iteration 6F: 3 clusters Score -1.941369e+07 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111498 members 
Mstep: Class 2 contains 49267 members 
Entering Unmasked Estep 
Score: -19420440.000000 Penalty: 5945.898438
	Iteration 7F: 3 clusters Score -1.942044e+07 nChanged 10178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121128 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -19427980.000000 Penalty: 5945.898438
	Iteration 8F: 3 clusters Score -1.942798e+07 nChanged 10204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131158 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -19436136.000000 Penalty: 5945.898438
	Iteration 9F: 3 clusters Score -1.943614e+07 nChanged 9425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140549 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -19443786.000000 Penalty: 5945.898438
	Iteration 10F: 3 clusters Score -1.944379e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148217 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -19449956.000000 Penalty: 5945.898438
	Iteration 11Q: 3 clusters Score -1.944996e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153598 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -19453908.000000 Penalty: 5945.898438
	Iteration 12Q: 3 clusters Score -1.945391e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156788 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -19456232.000000 Penalty: 5945.898438
	Iteration 13Q: 3 clusters Score -1.945623e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158483 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -19457418.000000 Penalty: 5945.898438
	Iteration 14Q: 3 clusters Score -1.945742e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159278 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -19457992.000000 Penalty: 5945.898438
	Iteration 15Q: 3 clusters Score -1.945799e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159680 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -19458328.000000 Penalty: 5945.898438
	Iteration 16Q: 3 clusters Score -1.945833e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159885 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -19458492.000000 Penalty: 5945.898438
	Iteration 17Q: 3 clusters Score -1.945849e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159992 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -19458582.000000 Penalty: 5945.898438
	Iteration 18Q: 3 clusters Score -1.945858e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160072 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -19458648.000000 Penalty: 5945.898438
	Iteration 19Q: 3 clusters Score -1.945865e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160119 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -19458694.000000 Penalty: 5945.898438
	Iteration 20F: 3 clusters Score -1.945869e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160149 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -19458706.000000 Penalty: 5945.898438
	Iteration 21Q: 3 clusters Score -1.945871e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160162 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -19458738.000000 Penalty: 5945.898438
	Iteration 22Q: 3 clusters Score -1.945874e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160177 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -19458744.000000 Penalty: 5945.898438
	Iteration 23Q: 3 clusters Score -1.945874e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160191 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -19458764.000000 Penalty: 5945.898438
	Iteration 24Q: 3 clusters Score -1.945876e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160205 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -19458788.000000 Penalty: 5945.898438
	Iteration 25Q: 3 clusters Score -1.945879e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160215 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -19458802.000000 Penalty: 5945.898438
	Iteration 26Q: 3 clusters Score -1.94588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160222 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -19458800.000000 Penalty: 5945.898438
	Iteration 27Q: 3 clusters Score -1.94588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160223 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -19458816.000000 Penalty: 5945.898438
	Iteration 28Q: 3 clusters Score -1.945882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160230 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -19458806.000000 Penalty: 5945.898438
	Iteration 29Q: 3 clusters Score -1.945881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160237 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -19458808.000000 Penalty: 5945.898438
	Iteration 30Q: 3 clusters Score -1.945881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160243 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -19458808.000000 Penalty: 5945.898438
	Iteration 31Q: 3 clusters Score -1.945881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160245 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -19458810.000000 Penalty: 5945.898438
	Iteration 32Q: 3 clusters Score -1.945881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160244 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -19458808.000000 Penalty: 5945.898438
	Iteration 33Q: 3 clusters Score -1.945881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160244 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -19458808.000000 Penalty: 5945.898438
	Iteration 34F: 3 clusters Score -1.945881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (98475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98475 members 
Entering Unmasked Estep 
Score: -12034982.000000 Penalty: 2851.394287
	Iteration 0F: 2 clusters Score -1.203498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -11969268.000000 Penalty: 5702.788574
	Iteration 0F: 3 clusters Score -1.196927e+07 nChanged 46580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -11996061.000000 Penalty: 5702.788574
	Iteration 1F: 3 clusters Score -1.199606e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51908 members 
Mstep: Class 2 contains 46567 members 
Entering Unmasked Estep 
Score: -11997037.000000 Penalty: 5702.788574
	Iteration 2Q: 3 clusters Score -1.199704e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -11998118.000000 Penalty: 5702.788574
	Iteration 3Q: 3 clusters Score -1.199812e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -11999683.000000 Penalty: 5702.788574
	Iteration 4Q: 3 clusters Score -1.199968e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59741 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -12002203.000000 Penalty: 5702.788574
	Iteration 5F: 3 clusters Score -1.20022e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64600 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -12005827.000000 Penalty: 5702.788574
	Iteration 6F: 3 clusters Score -1.200583e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70631 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -12010926.000000 Penalty: 5702.788574
	Iteration 7F: 3 clusters Score -1.201093e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77027 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -12016771.000000 Penalty: 5702.788574
	Iteration 8F: 3 clusters Score -1.201677e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82446 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -12022332.000000 Penalty: 5702.788574
	Iteration 9F: 3 clusters Score -1.202233e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86068 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -12026421.000000 Penalty: 5702.788574
	Iteration 10Q: 3 clusters Score -1.202642e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88221 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -12029288.000000 Penalty: 5702.788574
	Iteration 11Q: 3 clusters Score -1.202929e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89436 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -12030975.000000 Penalty: 5702.788574
	Iteration 12Q: 3 clusters Score -1.203098e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90177 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -12031673.000000 Penalty: 5702.788574
	Iteration 13Q: 3 clusters Score -1.203167e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90672 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -12032033.000000 Penalty: 5702.788574
	Iteration 14Q: 3 clusters Score -1.203203e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91054 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -12032219.000000 Penalty: 5702.788574
	Iteration 15Q: 3 clusters Score -1.203222e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91328 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -12032383.000000 Penalty: 5702.788574
	Iteration 16Q: 3 clusters Score -1.203238e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91541 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -12032463.000000 Penalty: 5702.788574
	Iteration 17Q: 3 clusters Score -1.203246e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91723 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -12032517.000000 Penalty: 5702.788574
	Iteration 18Q: 3 clusters Score -1.203252e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91893 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -12032564.000000 Penalty: 5702.788574
	Iteration 19Q: 3 clusters Score -1.203256e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92043 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -12032592.000000 Penalty: 5702.788574
	Iteration 20F: 3 clusters Score -1.203259e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92138 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -12032605.000000 Penalty: 5702.788574
	Iteration 21Q: 3 clusters Score -1.20326e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92229 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -12032603.000000 Penalty: 5702.788574
	Iteration 22Q: 3 clusters Score -1.20326e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92302 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -12032614.000000 Penalty: 5702.788574
	Iteration 23Q: 3 clusters Score -1.203261e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92359 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -12032637.000000 Penalty: 5702.788574
	Iteration 24Q: 3 clusters Score -1.203264e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92407 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -12032638.000000 Penalty: 5702.788574
	Iteration 25Q: 3 clusters Score -1.203264e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92449 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -12032636.000000 Penalty: 5702.788574
	Iteration 26Q: 3 clusters Score -1.203264e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92482 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -12032648.000000 Penalty: 5702.788574
	Iteration 27Q: 3 clusters Score -1.203265e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92517 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -12032657.000000 Penalty: 5702.788574
	Iteration 28Q: 3 clusters Score -1.203266e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92544 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -12032660.000000 Penalty: 5702.788574
	Iteration 29Q: 3 clusters Score -1.203266e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92565 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -12032661.000000 Penalty: 5702.788574
	Iteration 30Q: 3 clusters Score -1.203266e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92577 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -12032665.000000 Penalty: 5702.788574
	Iteration 31Q: 3 clusters Score -1.203266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92584 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -12032656.000000 Penalty: 5702.788574
	Iteration 32Q: 3 clusters Score -1.203266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92587 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -12032668.000000 Penalty: 5702.788574
	Iteration 33Q: 3 clusters Score -1.203267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92592 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -12032667.000000 Penalty: 5702.788574
	Iteration 34Q: 3 clusters Score -1.203267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92601 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -12032683.000000 Penalty: 5702.788574
	Iteration 35Q: 3 clusters Score -1.203268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92610 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -12032682.000000 Penalty: 5702.788574
	Iteration 36Q: 3 clusters Score -1.203268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92615 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -12032666.000000 Penalty: 5702.788574
	Iteration 37Q: 3 clusters Score -1.203267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92621 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -12032676.000000 Penalty: 5702.788574
	Iteration 38Q: 3 clusters Score -1.203268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92627 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -12032681.000000 Penalty: 5702.788574
	Iteration 39Q: 3 clusters Score -1.203268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92630 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -12032686.000000 Penalty: 5702.788574
	Iteration 40F: 3 clusters Score -1.203269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92634 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -12032685.000000 Penalty: 5702.788574
	Iteration 41Q: 3 clusters Score -1.203268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92636 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -12032686.000000 Penalty: 5702.788574
	Iteration 42Q: 3 clusters Score -1.203269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92642 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -12032672.000000 Penalty: 5702.788574
	Iteration 43Q: 3 clusters Score -1.203267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92650 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -12032663.000000 Penalty: 5702.788574
	Iteration 44Q: 3 clusters Score -1.203266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -12032660.000000 Penalty: 5702.788574
	Iteration 45Q: 3 clusters Score -1.203266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -12032667.000000 Penalty: 5702.788574
	Iteration 46Q: 3 clusters Score -1.203267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92658 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -12032659.000000 Penalty: 5702.788574
	Iteration 47Q: 3 clusters Score -1.203266e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92664 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -12032668.000000 Penalty: 5702.788574
	Iteration 48Q: 3 clusters Score -1.203267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92671 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -12032660.000000 Penalty: 5702.788574
	Iteration 49Q: 3 clusters Score -1.203266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92676 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -12032663.000000 Penalty: 5702.788574
	Iteration 50Q: 3 clusters Score -1.203266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92679 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -12032670.000000 Penalty: 5702.788574
	Iteration 51Q: 3 clusters Score -1.203267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92686 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -12032670.000000 Penalty: 5702.788574
	Iteration 52Q: 3 clusters Score -1.203267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92692 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -12032684.000000 Penalty: 5702.788574
	Iteration 53Q: 3 clusters Score -1.203268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92696 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -12032681.000000 Penalty: 5702.788574
	Iteration 54Q: 3 clusters Score -1.203268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92704 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -12032683.000000 Penalty: 5702.788574
	Iteration 55Q: 3 clusters Score -1.203268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92711 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -12032679.000000 Penalty: 5702.788574
	Iteration 56Q: 3 clusters Score -1.203268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92713 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -12032675.000000 Penalty: 5702.788574
	Iteration 57Q: 3 clusters Score -1.203268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92715 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -12032678.000000 Penalty: 5702.788574
	Iteration 58Q: 3 clusters Score -1.203268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92719 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -12032673.000000 Penalty: 5702.788574
	Iteration 59Q: 3 clusters Score -1.203267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92720 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -12032672.000000 Penalty: 5702.788574
	Iteration 60F: 3 clusters Score -1.203267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92724 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -12032684.000000 Penalty: 5702.788574
	Iteration 61Q: 3 clusters Score -1.203268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92727 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -12032689.000000 Penalty: 5702.788574
	Iteration 62Q: 3 clusters Score -1.203269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92728 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -12032692.000000 Penalty: 5702.788574
	Iteration 63Q: 3 clusters Score -1.203269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92734 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -12032694.000000 Penalty: 5702.788574
	Iteration 64Q: 3 clusters Score -1.203269e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92741 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -12032684.000000 Penalty: 5702.788574
	Iteration 65Q: 3 clusters Score -1.203268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92747 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -12032681.000000 Penalty: 5702.788574
	Iteration 66Q: 3 clusters Score -1.203268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92753 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -12032687.000000 Penalty: 5702.788574
	Iteration 67Q: 3 clusters Score -1.203269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92757 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -12032682.000000 Penalty: 5702.788574
	Iteration 68Q: 3 clusters Score -1.203268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92762 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -12032676.000000 Penalty: 5702.788574
	Iteration 69Q: 3 clusters Score -1.203268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92764 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -12032691.000000 Penalty: 5702.788574
	Iteration 70Q: 3 clusters Score -1.203269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92764 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -12032691.000000 Penalty: 5702.788574
	Iteration 71F: 3 clusters Score -1.203269e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Entering Unmasked Estep 
Score: -3781024.750000 Penalty: 2564.560059
	Iteration 0F: 2 clusters Score -3781025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -3759849.000000 Penalty: 5129.120117
	Iteration 0F: 3 clusters Score -3759849 nChanged 13904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -3767180.500000 Penalty: 5129.120117
	Iteration 1F: 3 clusters Score -3767180 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -3767549.000000 Penalty: 5129.120117
	Iteration 2Q: 3 clusters Score -3767549 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -3767893.000000 Penalty: 5129.120117
	Iteration 3Q: 3 clusters Score -3767893 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -3768259.500000 Penalty: 5129.120117
	Iteration 4Q: 3 clusters Score -3768260 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3768728.000000 Penalty: 5129.120117
	Iteration 5Q: 3 clusters Score -3768728 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -3769347.750000 Penalty: 5129.120117
	Iteration 6Q: 3 clusters Score -3769348 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -3770125.500000 Penalty: 5129.120117
	Iteration 7Q: 3 clusters Score -3770126 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -3771106.500000 Penalty: 5129.120117
	Iteration 8F: 3 clusters Score -3771106 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -3772264.750000 Penalty: 5129.120117
	Iteration 9F: 3 clusters Score -3772265 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -3773332.500000 Penalty: 5129.120117
	Iteration 10F: 3 clusters Score -3773332 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -3774122.750000 Penalty: 5129.120117
	Iteration 11F: 3 clusters Score -3774123 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -3774673.500000 Penalty: 5129.120117
	Iteration 12Q: 3 clusters Score -3774674 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -3775077.000000 Penalty: 5129.120117
	Iteration 13Q: 3 clusters Score -3775077 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -3775382.000000 Penalty: 5129.120117
	Iteration 14Q: 3 clusters Score -3775382 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -3775674.500000 Penalty: 5129.120117
	Iteration 15Q: 3 clusters Score -3775674 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -3775973.250000 Penalty: 5129.120117
	Iteration 16Q: 3 clusters Score -3775973 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -3776323.750000 Penalty: 5129.120117
	Iteration 17Q: 3 clusters Score -3776324 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -3776642.250000 Penalty: 5129.120117
	Iteration 18Q: 3 clusters Score -3776642 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -3776997.000000 Penalty: 5129.120117
	Iteration 19Q: 3 clusters Score -3776997 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3777366.500000 Penalty: 5129.120117
	Iteration 20F: 3 clusters Score -3777366 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -3777693.000000 Penalty: 5129.120117
	Iteration 21Q: 3 clusters Score -3777693 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -3777966.750000 Penalty: 5129.120117
	Iteration 22Q: 3 clusters Score -3777967 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -3778184.000000 Penalty: 5129.120117
	Iteration 23Q: 3 clusters Score -3778184 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -3778347.500000 Penalty: 5129.120117
	Iteration 24Q: 3 clusters Score -3778348 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -3778440.000000 Penalty: 5129.120117
	Iteration 25Q: 3 clusters Score -3778440 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -3778528.750000 Penalty: 5129.120117
	Iteration 26Q: 3 clusters Score -3778529 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -3778572.000000 Penalty: 5129.120117
	Iteration 27Q: 3 clusters Score -3778572 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -3778644.750000 Penalty: 5129.120117
	Iteration 28Q: 3 clusters Score -3778645 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -3778681.500000 Penalty: 5129.120117
	Iteration 29Q: 3 clusters Score -3778682 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -3778708.000000 Penalty: 5129.120117
	Iteration 30Q: 3 clusters Score -3778708 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -3778733.750000 Penalty: 5129.120117
	Iteration 31Q: 3 clusters Score -3778734 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -3778777.250000 Penalty: 5129.120117
	Iteration 32Q: 3 clusters Score -3778777 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -3778807.000000 Penalty: 5129.120117
	Iteration 33Q: 3 clusters Score -3778807 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -3778847.500000 Penalty: 5129.120117
	Iteration 34Q: 3 clusters Score -3778848 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -3778894.000000 Penalty: 5129.120117
	Iteration 35Q: 3 clusters Score -3778894 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -3778929.250000 Penalty: 5129.120117
	Iteration 36Q: 3 clusters Score -3778929 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -3778934.000000 Penalty: 5129.120117
	Iteration 37Q: 3 clusters Score -3778934 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -3778953.500000 Penalty: 5129.120117
	Iteration 38Q: 3 clusters Score -3778954 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -3778970.250000 Penalty: 5129.120117
	Iteration 39Q: 3 clusters Score -3778970 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -3778991.500000 Penalty: 5129.120117
	Iteration 40F: 3 clusters Score -3778992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -3778995.250000 Penalty: 5129.120117
	Iteration 41Q: 3 clusters Score -3778995 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -3778999.250000 Penalty: 5129.120117
	Iteration 42Q: 3 clusters Score -3778999 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -3779014.750000 Penalty: 5129.120117
	Iteration 43Q: 3 clusters Score -3779015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3779020.500000 Penalty: 5129.120117
	Iteration 44Q: 3 clusters Score -3779020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -3779023.000000 Penalty: 5129.120117
	Iteration 45Q: 3 clusters Score -3779023 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -3779027.000000 Penalty: 5129.120117
	Iteration 46Q: 3 clusters Score -3779027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -3779034.750000 Penalty: 5129.120117
	Iteration 47Q: 3 clusters Score -3779035 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -3779043.750000 Penalty: 5129.120117
	Iteration 48Q: 3 clusters Score -3779044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -3779055.750000 Penalty: 5129.120117
	Iteration 49Q: 3 clusters Score -3779056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -3779061.750000 Penalty: 5129.120117
	Iteration 50Q: 3 clusters Score -3779062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -3779063.000000 Penalty: 5129.120117
	Iteration 51Q: 3 clusters Score -3779063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -3779065.000000 Penalty: 5129.120117
	Iteration 52Q: 3 clusters Score -3779065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -3779074.500000 Penalty: 5129.120117
	Iteration 53Q: 3 clusters Score -3779074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -3779087.750000 Penalty: 5129.120117
	Iteration 54Q: 3 clusters Score -3779088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -3779094.250000 Penalty: 5129.120117
	Iteration 55Q: 3 clusters Score -3779094 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -3779107.500000 Penalty: 5129.120117
	Iteration 56Q: 3 clusters Score -3779108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -3779106.750000 Penalty: 5129.120117
	Iteration 57Q: 3 clusters Score -3779107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -3779115.500000 Penalty: 5129.120117
	Iteration 58Q: 3 clusters Score -3779116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -3779112.250000 Penalty: 5129.120117
	Iteration 59Q: 3 clusters Score -3779112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -3779118.000000 Penalty: 5129.120117
	Iteration 60F: 3 clusters Score -3779118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -3779112.500000 Penalty: 5129.120117
	Iteration 61Q: 3 clusters Score -3779112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -3779116.250000 Penalty: 5129.120117
	Iteration 62Q: 3 clusters Score -3779116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -3779118.750000 Penalty: 5129.120117
	Iteration 63Q: 3 clusters Score -3779119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -3779118.750000 Penalty: 5129.120117
	Iteration 64F: 3 clusters Score -3779119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Entering Unmasked Estep 
Score: -394867.000000 Penalty: 2024.939575
	Iteration 0F: 2 clusters Score -394867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -391321.406250 Penalty: 4049.879150
	Iteration 0F: 3 clusters Score -391321.4 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -392122.875000 Penalty: 4049.879150
	Iteration 1F: 3 clusters Score -392122.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -392390.312500 Penalty: 4049.879150
	Iteration 2F: 3 clusters Score -392390.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -392641.000000 Penalty: 4049.879150
	Iteration 3F: 3 clusters Score -392641 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -392857.656250 Penalty: 4049.879150
	Iteration 4F: 3 clusters Score -392857.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -393030.875000 Penalty: 4049.879150
	Iteration 5F: 3 clusters Score -393030.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -393180.593750 Penalty: 4049.879150
	Iteration 6Q: 3 clusters Score -393180.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -393317.718750 Penalty: 4049.879150
	Iteration 7Q: 3 clusters Score -393317.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -393438.750000 Penalty: 4049.879150
	Iteration 8Q: 3 clusters Score -393438.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -393549.531250 Penalty: 4049.879150
	Iteration 9Q: 3 clusters Score -393549.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -393616.218750 Penalty: 4049.879150
	Iteration 10Q: 3 clusters Score -393616.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -393673.812500 Penalty: 4049.879150
	Iteration 11Q: 3 clusters Score -393673.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -393723.781250 Penalty: 4049.879150
	Iteration 12Q: 3 clusters Score -393723.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -393757.406250 Penalty: 4049.879150
	Iteration 13Q: 3 clusters Score -393757.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -393789.062500 Penalty: 4049.879150
	Iteration 14Q: 3 clusters Score -393789.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -393812.625000 Penalty: 4049.879150
	Iteration 15Q: 3 clusters Score -393812.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -393837.375000 Penalty: 4049.879150
	Iteration 16Q: 3 clusters Score -393837.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -393845.406250 Penalty: 4049.879150
	Iteration 17Q: 3 clusters Score -393845.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -393850.812500 Penalty: 4049.879150
	Iteration 18Q: 3 clusters Score -393850.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -393852.218750 Penalty: 4049.879150
	Iteration 19Q: 3 clusters Score -393852.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -393853.312500 Penalty: 4049.879150
	Iteration 20F: 3 clusters Score -393853.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -393853.781250 Penalty: 4049.879150
	Iteration 21Q: 3 clusters Score -393853.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -393854.468750 Penalty: 4049.879150
	Iteration 22Q: 3 clusters Score -393854.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -393857.687500 Penalty: 4049.879150
	Iteration 23Q: 3 clusters Score -393857.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -393859.375000 Penalty: 4049.879150
	Iteration 24Q: 3 clusters Score -393859.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -393860.750000 Penalty: 4049.879150
	Iteration 25Q: 3 clusters Score -393860.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -393863.000000 Penalty: 4049.879150
	Iteration 26Q: 3 clusters Score -393863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -393865.937500 Penalty: 4049.879150
	Iteration 27Q: 3 clusters Score -393865.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -393865.937500 Penalty: 4049.879150
	Iteration 28F: 3 clusters Score -393865.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (122931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122931 members 
Entering Unmasked Estep 
Score: -15050842.000000 Penalty: 2906.405762
	Iteration 0F: 2 clusters Score -1.505084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61597 members 
Mstep: Class 2 contains 61334 members 
Entering Unmasked Estep 
Score: -14968811.000000 Penalty: 5812.811523
	Iteration 0F: 3 clusters Score -1.496881e+07 nChanged 58259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64628 members 
Mstep: Class 2 contains 58303 members 
Entering Unmasked Estep 
Score: -15002312.000000 Penalty: 5812.811523
	Iteration 1F: 3 clusters Score -1.500231e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66804 members 
Mstep: Class 2 contains 56127 members 
Entering Unmasked Estep 
Score: -15003756.000000 Penalty: 5812.811523
	Iteration 2Q: 3 clusters Score -1.500376e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70230 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -15006004.000000 Penalty: 5812.811523
	Iteration 3Q: 3 clusters Score -1.5006e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75343 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -15009737.000000 Penalty: 5812.811523
	Iteration 4F: 3 clusters Score -1.500974e+07 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81863 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -15014831.000000 Penalty: 5812.811523
	Iteration 5F: 3 clusters Score -1.501483e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89147 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -15020768.000000 Penalty: 5812.811523
	Iteration 6F: 3 clusters Score -1.502077e+07 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96782 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -15026878.000000 Penalty: 5812.811523
	Iteration 7F: 3 clusters Score -1.502688e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104356 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -15033033.000000 Penalty: 5812.811523
	Iteration 8F: 3 clusters Score -1.503303e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110983 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -15038612.000000 Penalty: 5812.811523
	Iteration 9F: 3 clusters Score -1.503861e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116108 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -15043052.000000 Penalty: 5812.811523
	Iteration 10Q: 3 clusters Score -1.504305e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119302 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -15045727.000000 Penalty: 5812.811523
	Iteration 11Q: 3 clusters Score -1.504573e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120966 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -15047124.000000 Penalty: 5812.811523
	Iteration 12Q: 3 clusters Score -1.504712e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121750 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -15047669.000000 Penalty: 5812.811523
	Iteration 13Q: 3 clusters Score -1.504767e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122088 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -15047978.000000 Penalty: 5812.811523
	Iteration 14Q: 3 clusters Score -1.504798e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122256 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -15048135.000000 Penalty: 5812.811523
	Iteration 15Q: 3 clusters Score -1.504814e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122355 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -15048236.000000 Penalty: 5812.811523
	Iteration 16Q: 3 clusters Score -1.504824e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122412 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -15048270.000000 Penalty: 5812.811523
	Iteration 17Q: 3 clusters Score -1.504827e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122442 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -15048321.000000 Penalty: 5812.811523
	Iteration 18Q: 3 clusters Score -1.504832e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122467 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -15048340.000000 Penalty: 5812.811523
	Iteration 19Q: 3 clusters Score -1.504834e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122477 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -15048353.000000 Penalty: 5812.811523
	Iteration 20F: 3 clusters Score -1.504835e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122479 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -15048366.000000 Penalty: 5812.811523
	Iteration 21Q: 3 clusters Score -1.504837e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122483 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -15048367.000000 Penalty: 5812.811523
	Iteration 22Q: 3 clusters Score -1.504837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122488 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -15048364.000000 Penalty: 5812.811523
	Iteration 23Q: 3 clusters Score -1.504836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122492 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -15048378.000000 Penalty: 5812.811523
	Iteration 24Q: 3 clusters Score -1.504838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122495 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -15048383.000000 Penalty: 5812.811523
	Iteration 25Q: 3 clusters Score -1.504838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122497 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -15048386.000000 Penalty: 5812.811523
	Iteration 26Q: 3 clusters Score -1.504839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122495 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -15048392.000000 Penalty: 5812.811523
	Iteration 27Q: 3 clusters Score -1.504839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122499 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -15048388.000000 Penalty: 5812.811523
	Iteration 28Q: 3 clusters Score -1.504839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122501 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -15048397.000000 Penalty: 5812.811523
	Iteration 29Q: 3 clusters Score -1.50484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122500 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -15048399.000000 Penalty: 5812.811523
	Iteration 30Q: 3 clusters Score -1.50484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122501 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -15048408.000000 Penalty: 5812.811523
	Iteration 31Q: 3 clusters Score -1.504841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122500 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -15048411.000000 Penalty: 5812.811523
	Iteration 32Q: 3 clusters Score -1.504841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122501 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -15048407.000000 Penalty: 5812.811523
	Iteration 33Q: 3 clusters Score -1.504841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122501 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -15048407.000000 Penalty: 5812.811523
	Iteration 34F: 3 clusters Score -1.504841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -25667.339844 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -25667.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24559.705078 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -24559.71 nChanged 38
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: -24853.042969 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -24853.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24969.634766 Penalty: 2760.002197
	Iteration 2F: 3 clusters Score -24969.63 nChanged 17
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: -25089.974609 Penalty: 2760.002197
	Iteration 3F: 3 clusters Score -25089.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25144.220703 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -25144.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -25171.894531 Penalty: 2760.002197
	Iteration 5Q: 3 clusters Score -25171.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -25204.806641 Penalty: 2760.002197
	Iteration 6Q: 3 clusters Score -25204.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -25231.341797 Penalty: 2760.002197
	Iteration 7Q: 3 clusters Score -25231.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -25289.156250 Penalty: 2760.002197
	Iteration 8Q: 3 clusters Score -25289.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25294.042969 Penalty: 2760.002197
	Iteration 9Q: 3 clusters Score -25294.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25294.042969 Penalty: 2760.002197
	Iteration 10F: 3 clusters Score -25294.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -86917.570312 Penalty: 1646.040039
	Iteration 0F: 2 clusters Score -86917.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -85207.367188 Penalty: 3292.080078
	Iteration 0F: 3 clusters Score -85207.37 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85449.914062 Penalty: 3292.080078
	Iteration 1F: 3 clusters Score -85449.91 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85591.640625 Penalty: 3292.080078
	Iteration 2F: 3 clusters Score -85591.64 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -85688.093750 Penalty: 3292.080078
	Iteration 3F: 3 clusters Score -85688.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -85795.578125 Penalty: 3292.080078
	Iteration 4F: 3 clusters Score -85795.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -85879.828125 Penalty: 3292.080078
	Iteration 5F: 3 clusters Score -85879.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -85924.500000 Penalty: 3292.080078
	Iteration 6Q: 3 clusters Score -85924.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -85981.898438 Penalty: 3292.080078
	Iteration 7Q: 3 clusters Score -85981.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -86019.671875 Penalty: 3292.080078
	Iteration 8Q: 3 clusters Score -86019.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -86066.015625 Penalty: 3292.080078
	Iteration 9Q: 3 clusters Score -86066.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -86084.218750 Penalty: 3292.080078
	Iteration 10Q: 3 clusters Score -86084.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -86092.414062 Penalty: 3292.080078
	Iteration 11Q: 3 clusters Score -86092.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -86093.757812 Penalty: 3292.080078
	Iteration 12Q: 3 clusters Score -86093.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -86093.757812 Penalty: 3292.080078
	Iteration 13F: 3 clusters Score -86093.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -99497.351562 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -99497.35 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 452 members 
Entering Unmasked Estep 
Score: -97664.750000 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -97664.75 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -97943.960938 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -97943.96 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -98026.351562 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -98026.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -98081.554688 Penalty: 3369.559082
	Iteration 3Q: 3 clusters Score -98081.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -98152.054688 Penalty: 3369.559082
	Iteration 4Q: 3 clusters Score -98152.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -98224.140625 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -98224.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -98268.367188 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -98268.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -98288.054688 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -98288.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -98315.601562 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -98315.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -98327.390625 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -98327.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -98341.210938 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -98341.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -98358.609375 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -98358.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -98390.250000 Penalty: 3369.559082
	Iteration 12Q: 3 clusters Score -98390.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -98425.429688 Penalty: 3369.559082
	Iteration 13Q: 3 clusters Score -98425.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -98443.000000 Penalty: 3369.559082
	Iteration 14Q: 3 clusters Score -98443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -98455.710938 Penalty: 3369.559082
	Iteration 15Q: 3 clusters Score -98455.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -98463.906250 Penalty: 3369.559082
	Iteration 16Q: 3 clusters Score -98463.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -98469.328125 Penalty: 3369.559082
	Iteration 17Q: 3 clusters Score -98469.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -98475.203125 Penalty: 3369.559082
	Iteration 18Q: 3 clusters Score -98475.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -98476.007812 Penalty: 3369.559082
	Iteration 19Q: 3 clusters Score -98476.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -98478.523438 Penalty: 3369.559082
	Iteration 20F: 3 clusters Score -98478.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -98480.687500 Penalty: 3369.559082
	Iteration 21Q: 3 clusters Score -98480.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -98480.687500 Penalty: 3369.559082
	Iteration 22F: 3 clusters Score -98480.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (225352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225352 members 
Entering Unmasked Estep 
Score: -27524554.000000 Penalty: 3056.703857
	Iteration 0F: 2 clusters Score -2.752455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112553 members 
Mstep: Class 2 contains 112799 members 
Entering Unmasked Estep 
Score: -27375668.000000 Penalty: 6113.407715
	Iteration 0F: 3 clusters Score -2.737567e+07 nChanged 108482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110837 members 
Mstep: Class 2 contains 114515 members 
Entering Unmasked Estep 
Score: -27439714.000000 Penalty: 6113.407715
	Iteration 1F: 3 clusters Score -2.743971e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109741 members 
Mstep: Class 2 contains 115611 members 
Entering Unmasked Estep 
Score: -27441068.000000 Penalty: 6113.407715
	Iteration 2Q: 3 clusters Score -2.744107e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108138 members 
Mstep: Class 2 contains 117214 members 
Entering Unmasked Estep 
Score: -27442866.000000 Penalty: 6113.407715
	Iteration 3Q: 3 clusters Score -2.744287e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105722 members 
Mstep: Class 2 contains 119630 members 
Entering Unmasked Estep 
Score: -27444958.000000 Penalty: 6113.407715
	Iteration 4Q: 3 clusters Score -2.744496e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102211 members 
Mstep: Class 2 contains 123141 members 
Entering Unmasked Estep 
Score: -27447422.000000 Penalty: 6113.407715
	Iteration 5Q: 3 clusters Score -2.744742e+07 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97062 members 
Mstep: Class 2 contains 128290 members 
Entering Unmasked Estep 
Score: -27450528.000000 Penalty: 6113.407715
	Iteration 6Q: 3 clusters Score -2.745053e+07 nChanged 9986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89546 members 
Mstep: Class 2 contains 135806 members 
Entering Unmasked Estep 
Score: -27454812.000000 Penalty: 6113.407715
	Iteration 7Q: 3 clusters Score -2.745481e+07 nChanged 12340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78718 members 
Mstep: Class 2 contains 146634 members 
Entering Unmasked Estep 
Score: -27461598.000000 Penalty: 6113.407715
	Iteration 8F: 3 clusters Score -2.74616e+07 nChanged 14983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64337 members 
Mstep: Class 2 contains 161015 members 
Entering Unmasked Estep 
Score: -27471562.000000 Penalty: 6113.407715
	Iteration 9F: 3 clusters Score -2.747156e+07 nChanged 17373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 178198 members 
Entering Unmasked Estep 
Score: -27484848.000000 Penalty: 6113.407715
	Iteration 10F: 3 clusters Score -2.748485e+07 nChanged 16914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 195040 members 
Entering Unmasked Estep 
Score: -27498318.000000 Penalty: 6113.407715
	Iteration 11F: 3 clusters Score -2.749832e+07 nChanged 12813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 207823 members 
Entering Unmasked Estep 
Score: -27508976.000000 Penalty: 6113.407715
	Iteration 12F: 3 clusters Score -2.750898e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 215580 members 
Entering Unmasked Estep 
Score: -27515022.000000 Penalty: 6113.407715
	Iteration 13Q: 3 clusters Score -2.751502e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 219764 members 
Entering Unmasked Estep 
Score: -27518570.000000 Penalty: 6113.407715
	Iteration 14Q: 3 clusters Score -2.751857e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 221762 members 
Entering Unmasked Estep 
Score: -27520232.000000 Penalty: 6113.407715
	Iteration 15Q: 3 clusters Score -2.752023e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 222726 members 
Entering Unmasked Estep 
Score: -27521016.000000 Penalty: 6113.407715
	Iteration 16Q: 3 clusters Score -2.752102e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 223240 members 
Entering Unmasked Estep 
Score: -27521388.000000 Penalty: 6113.407715
	Iteration 17Q: 3 clusters Score -2.752139e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 223541 members 
Entering Unmasked Estep 
Score: -27521602.000000 Penalty: 6113.407715
	Iteration 18Q: 3 clusters Score -2.75216e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 223746 members 
Entering Unmasked Estep 
Score: -27521756.000000 Penalty: 6113.407715
	Iteration 19Q: 3 clusters Score -2.752176e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 223871 members 
Entering Unmasked Estep 
Score: -27521900.000000 Penalty: 6113.407715
	Iteration 20F: 3 clusters Score -2.75219e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 223951 members 
Entering Unmasked Estep 
Score: -27521990.000000 Penalty: 6113.407715
	Iteration 21Q: 3 clusters Score -2.752199e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 224019 members 
Entering Unmasked Estep 
Score: -27522046.000000 Penalty: 6113.407715
	Iteration 22Q: 3 clusters Score -2.752205e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 224062 members 
Entering Unmasked Estep 
Score: -27522126.000000 Penalty: 6113.407715
	Iteration 23Q: 3 clusters Score -2.752213e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 224099 members 
Entering Unmasked Estep 
Score: -27522176.000000 Penalty: 6113.407715
	Iteration 24Q: 3 clusters Score -2.752218e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 224130 members 
Entering Unmasked Estep 
Score: -27522188.000000 Penalty: 6113.407715
	Iteration 25Q: 3 clusters Score -2.752219e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 224152 members 
Entering Unmasked Estep 
Score: -27522216.000000 Penalty: 6113.407715
	Iteration 26Q: 3 clusters Score -2.752222e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 224174 members 
Entering Unmasked Estep 
Score: -27522224.000000 Penalty: 6113.407715
	Iteration 27Q: 3 clusters Score -2.752222e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 224189 members 
Entering Unmasked Estep 
Score: -27522238.000000 Penalty: 6113.407715
	Iteration 28Q: 3 clusters Score -2.752224e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 224213 members 
Entering Unmasked Estep 
Score: -27522248.000000 Penalty: 6113.407715
	Iteration 29Q: 3 clusters Score -2.752225e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 224230 members 
Entering Unmasked Estep 
Score: -27522236.000000 Penalty: 6113.407715
	Iteration 30Q: 3 clusters Score -2.752224e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 224250 members 
Entering Unmasked Estep 
Score: -27522238.000000 Penalty: 6113.407715
	Iteration 31Q: 3 clusters Score -2.752224e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 224266 members 
Entering Unmasked Estep 
Score: -27522248.000000 Penalty: 6113.407715
	Iteration 32Q: 3 clusters Score -2.752225e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 224281 members 
Entering Unmasked Estep 
Score: -27522288.000000 Penalty: 6113.407715
	Iteration 33Q: 3 clusters Score -2.752229e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 224293 members 
Entering Unmasked Estep 
Score: -27522282.000000 Penalty: 6113.407715
	Iteration 34Q: 3 clusters Score -2.752228e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 224298 members 
Entering Unmasked Estep 
Score: -27522296.000000 Penalty: 6113.407715
	Iteration 35Q: 3 clusters Score -2.75223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 224303 members 
Entering Unmasked Estep 
Score: -27522298.000000 Penalty: 6113.407715
	Iteration 36Q: 3 clusters Score -2.75223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 224302 members 
Entering Unmasked Estep 
Score: -27522292.000000 Penalty: 6113.407715
	Iteration 37Q: 3 clusters Score -2.752229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 224302 members 
Entering Unmasked Estep 
Score: -27522288.000000 Penalty: 6113.407715
	Iteration 38Q: 3 clusters Score -2.752229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 224303 members 
Entering Unmasked Estep 
Score: -27522294.000000 Penalty: 6113.407715
	Iteration 39Q: 3 clusters Score -2.752229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 224305 members 
Entering Unmasked Estep 
Score: -27522292.000000 Penalty: 6113.407715
	Iteration 40F: 3 clusters Score -2.752229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 224305 members 
Entering Unmasked Estep 
Score: -27522300.000000 Penalty: 6113.407715
	Iteration 41Q: 3 clusters Score -2.75223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 224307 members 
Entering Unmasked Estep 
Score: -27522306.000000 Penalty: 6113.407715
	Iteration 42Q: 3 clusters Score -2.752231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 224312 members 
Entering Unmasked Estep 
Score: -27522302.000000 Penalty: 6113.407715
	Iteration 43Q: 3 clusters Score -2.75223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 224314 members 
Entering Unmasked Estep 
Score: -27522302.000000 Penalty: 6113.407715
	Iteration 44Q: 3 clusters Score -2.75223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 224316 members 
Entering Unmasked Estep 
Score: -27522314.000000 Penalty: 6113.407715
	Iteration 45Q: 3 clusters Score -2.752231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 224320 members 
Entering Unmasked Estep 
Score: -27522312.000000 Penalty: 6113.407715
	Iteration 46Q: 3 clusters Score -2.752231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 224322 members 
Entering Unmasked Estep 
Score: -27522314.000000 Penalty: 6113.407715
	Iteration 47Q: 3 clusters Score -2.752231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 224323 members 
Entering Unmasked Estep 
Score: -27522324.000000 Penalty: 6113.407715
	Iteration 48Q: 3 clusters Score -2.752232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 224323 members 
Entering Unmasked Estep 
Score: -27522324.000000 Penalty: 6113.407715
	Iteration 49F: 3 clusters Score -2.752232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10950 members 
Mstep: Class 4 contains 20091 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5800 members 
Mstep: Class 9 contains 45343 members 
Mstep: Class 10 contains 164557 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64720 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158384 members 
Mstep: Class 15 contains 57086 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9071 members 
Mstep: Class 19 contains 42400 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160765 members 
Mstep: Class 22 contains 98475 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122931 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468080.000000 Penalty: 101426.492188
Iteration 279Q: 30 clusters Score -1.584681e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10952 members 
Mstep: Class 4 contains 20091 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5800 members 
Mstep: Class 9 contains 45343 members 
Mstep: Class 10 contains 164553 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64720 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158386 members 
Mstep: Class 15 contains 57086 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9071 members 
Mstep: Class 19 contains 42400 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160765 members 
Mstep: Class 22 contains 98475 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122931 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468048.000000 Penalty: 101426.492188
Iteration 280F: 30 clusters Score -1.58468e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10952 members 
Mstep: Class 4 contains 20091 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5800 members 
Mstep: Class 9 contains 45343 members 
Mstep: Class 10 contains 164552 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64720 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158387 members 
Mstep: Class 15 contains 57087 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9071 members 
Mstep: Class 19 contains 42400 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160765 members 
Mstep: Class 22 contains 98475 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122930 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468048.000000 Penalty: 101426.492188
Iteration 281Q: 30 clusters Score -1.58468e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10952 members 
Mstep: Class 4 contains 20091 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5800 members 
Mstep: Class 9 contains 45344 members 
Mstep: Class 10 contains 164553 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64720 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158386 members 
Mstep: Class 15 contains 57087 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9071 members 
Mstep: Class 19 contains 42400 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160766 members 
Mstep: Class 22 contains 98475 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122929 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468032.000000 Penalty: 101426.492188
Iteration 282Q: 30 clusters Score -1.58468e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10952 members 
Mstep: Class 4 contains 20091 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5800 members 
Mstep: Class 9 contains 45344 members 
Mstep: Class 10 contains 164557 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64719 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158384 members 
Mstep: Class 15 contains 57087 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9071 members 
Mstep: Class 19 contains 42399 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160769 members 
Mstep: Class 22 contains 98474 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122928 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468032.000000 Penalty: 101426.492188
Iteration 283Q: 30 clusters Score -1.58468e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10952 members 
Mstep: Class 4 contains 20091 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5800 members 
Mstep: Class 9 contains 45344 members 
Mstep: Class 10 contains 164559 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64718 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158383 members 
Mstep: Class 15 contains 57087 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9071 members 
Mstep: Class 19 contains 42399 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160770 members 
Mstep: Class 22 contains 98474 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122927 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468000.000000 Penalty: 101426.492188
Iteration 284Q: 30 clusters Score -1.58468e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 10952 members 
Mstep: Class 4 contains 20091 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 5800 members 
Mstep: Class 9 contains 45344 members 
Mstep: Class 10 contains 164559 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 64718 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 158383 members 
Mstep: Class 15 contains 57087 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 9071 members 
Mstep: Class 19 contains 42399 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 160770 members 
Mstep: Class 22 contains 98474 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 122927 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 225350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468000.000000 Penalty: 101426.492188
Iteration 285F: 30 clusters Score -1.58468e+08 nChanged 0
Entering ConstructFrom: 
Score: -158468000.000000 Penalty: 101426.492188
Entering ConstructFrom: 
Trying to split cluster 1 (11862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Entering Unmasked Estep 
Score: -1393894.250000 Penalty: 2326.511475
	Iteration 0F: 2 clusters Score -1393894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1385004.500000 Penalty: 4653.022949
	Iteration 0F: 3 clusters Score -1385004 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1387899.000000 Penalty: 4653.022949
	Iteration 1F: 3 clusters Score -1387899 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1388326.250000 Penalty: 4653.022949
	Iteration 2F: 3 clusters Score -1388326 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1388752.375000 Penalty: 4653.022949
	Iteration 3F: 3 clusters Score -1388752 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1389235.500000 Penalty: 4653.022949
	Iteration 4F: 3 clusters Score -1389236 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1389840.500000 Penalty: 4653.022949
	Iteration 5F: 3 clusters Score -1389840 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1390551.125000 Penalty: 4653.022949
	Iteration 6F: 3 clusters Score -1390551 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1391304.375000 Penalty: 4653.022949
	Iteration 7F: 3 clusters Score -1391304 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1392024.000000 Penalty: 4653.022949
	Iteration 8F: 3 clusters Score -1392024 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1392635.625000 Penalty: 4653.022949
	Iteration 9Q: 3 clusters Score -1392636 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1393060.750000 Penalty: 4653.022949
	Iteration 10Q: 3 clusters Score -1393061 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1393307.875000 Penalty: 4653.022949
	Iteration 11Q: 3 clusters Score -1393308 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1393456.125000 Penalty: 4653.022949
	Iteration 12Q: 3 clusters Score -1393456 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1393552.375000 Penalty: 4653.022949
	Iteration 13Q: 3 clusters Score -1393552 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1393613.250000 Penalty: 4653.022949
	Iteration 14Q: 3 clusters Score -1393613 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1393655.000000 Penalty: 4653.022949
	Iteration 15Q: 3 clusters Score -1393655 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1393683.500000 Penalty: 4653.022949
	Iteration 16Q: 3 clusters Score -1393684 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1393703.500000 Penalty: 4653.022949
	Iteration 17Q: 3 clusters Score -1393704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1393714.125000 Penalty: 4653.022949
	Iteration 18Q: 3 clusters Score -1393714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1393730.750000 Penalty: 4653.022949
	Iteration 19Q: 3 clusters Score -1393731 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1393744.750000 Penalty: 4653.022949
	Iteration 20F: 3 clusters Score -1393745 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1393751.750000 Penalty: 4653.022949
	Iteration 21Q: 3 clusters Score -1393752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1393756.500000 Penalty: 4653.022949
	Iteration 22Q: 3 clusters Score -1393756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1393763.500000 Penalty: 4653.022949
	Iteration 23Q: 3 clusters Score -1393764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1393765.875000 Penalty: 4653.022949
	Iteration 24Q: 3 clusters Score -1393766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1393768.375000 Penalty: 4653.022949
	Iteration 25Q: 3 clusters Score -1393768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1393771.375000 Penalty: 4653.022949
	Iteration 26Q: 3 clusters Score -1393771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1393771.250000 Penalty: 4653.022949
	Iteration 27Q: 3 clusters Score -1393771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1393771.750000 Penalty: 4653.022949
	Iteration 28Q: 3 clusters Score -1393772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1393773.250000 Penalty: 4653.022949
	Iteration 29Q: 3 clusters Score -1393773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1393772.375000 Penalty: 4653.022949
	Iteration 30Q: 3 clusters Score -1393772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1393773.750000 Penalty: 4653.022949
	Iteration 31Q: 3 clusters Score -1393774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1393776.250000 Penalty: 4653.022949
	Iteration 32Q: 3 clusters Score -1393776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1393774.125000 Penalty: 4653.022949
	Iteration 33Q: 3 clusters Score -1393774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1393777.750000 Penalty: 4653.022949
	Iteration 34Q: 3 clusters Score -1393778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1393776.750000 Penalty: 4653.022949
	Iteration 35Q: 3 clusters Score -1393777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1393776.250000 Penalty: 4653.022949
	Iteration 36Q: 3 clusters Score -1393776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1393776.250000 Penalty: 4653.022949
	Iteration 37F: 3 clusters Score -1393776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -68488.289062 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -68488.29 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 302 members 
Entering Unmasked Estep 
Score: -66882.289062 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -66882.29 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67153.210938 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -67153.21 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67235.796875 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -67235.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -67290.164062 Penalty: 3206.435791
	Iteration 3Q: 3 clusters Score -67290.16 nChanged 14
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: -67319.265625 Penalty: 3206.435791
	Iteration 4Q: 3 clusters Score -67319.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -67335.539062 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -67335.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -67356.890625 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -67356.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -67371.617188 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -67371.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -67385.414062 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -67385.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -67388.359375 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -67388.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -67391.359375 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -67391.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -67394.851562 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -67394.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -67403.960938 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -67403.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -67407.156250 Penalty: 3206.435791
	Iteration 13Q: 3 clusters Score -67407.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -67410.085938 Penalty: 3206.435791
	Iteration 14Q: 3 clusters Score -67410.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -67410.945312 Penalty: 3206.435791
	Iteration 15Q: 3 clusters Score -67410.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -67410.945312 Penalty: 3206.435791
	Iteration 16F: 3 clusters Score -67410.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Entering Unmasked Estep 
Score: -1314223.375000 Penalty: 2306.716797
	Iteration 0F: 2 clusters Score -1314223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1305969.250000 Penalty: 4613.433594
	Iteration 0F: 3 clusters Score -1305969 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1308455.875000 Penalty: 4613.433594
	Iteration 1F: 3 clusters Score -1308456 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1308974.625000 Penalty: 4613.433594
	Iteration 2F: 3 clusters Score -1308975 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1309447.125000 Penalty: 4613.433594
	Iteration 3F: 3 clusters Score -1309447 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1309869.375000 Penalty: 4613.433594
	Iteration 4F: 3 clusters Score -1309869 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1310223.625000 Penalty: 4613.433594
	Iteration 5F: 3 clusters Score -1310224 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1310551.375000 Penalty: 4613.433594
	Iteration 6Q: 3 clusters Score -1310551 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1310839.875000 Penalty: 4613.433594
	Iteration 7Q: 3 clusters Score -1310840 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1311096.875000 Penalty: 4613.433594
	Iteration 8Q: 3 clusters Score -1311097 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1311278.500000 Penalty: 4613.433594
	Iteration 9Q: 3 clusters Score -1311278 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1311412.000000 Penalty: 4613.433594
	Iteration 10Q: 3 clusters Score -1311412 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1311508.375000 Penalty: 4613.433594
	Iteration 11Q: 3 clusters Score -1311508 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1311604.375000 Penalty: 4613.433594
	Iteration 12Q: 3 clusters Score -1311604 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1311697.375000 Penalty: 4613.433594
	Iteration 13Q: 3 clusters Score -1311697 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1311799.500000 Penalty: 4613.433594
	Iteration 14Q: 3 clusters Score -1311800 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1311905.500000 Penalty: 4613.433594
	Iteration 15Q: 3 clusters Score -1311906 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1312004.500000 Penalty: 4613.433594
	Iteration 16Q: 3 clusters Score -1312004 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1312085.500000 Penalty: 4613.433594
	Iteration 17Q: 3 clusters Score -1312086 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1312139.375000 Penalty: 4613.433594
	Iteration 18Q: 3 clusters Score -1312139 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1312186.500000 Penalty: 4613.433594
	Iteration 19Q: 3 clusters Score -1312186 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1312225.750000 Penalty: 4613.433594
	Iteration 20F: 3 clusters Score -1312226 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1312268.500000 Penalty: 4613.433594
	Iteration 21Q: 3 clusters Score -1312268 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1312302.250000 Penalty: 4613.433594
	Iteration 22Q: 3 clusters Score -1312302 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1312337.125000 Penalty: 4613.433594
	Iteration 23Q: 3 clusters Score -1312337 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1312370.625000 Penalty: 4613.433594
	Iteration 24Q: 3 clusters Score -1312371 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1312395.250000 Penalty: 4613.433594
	Iteration 25Q: 3 clusters Score -1312395 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1312414.750000 Penalty: 4613.433594
	Iteration 26Q: 3 clusters Score -1312415 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1312434.750000 Penalty: 4613.433594
	Iteration 27Q: 3 clusters Score -1312435 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1312458.625000 Penalty: 4613.433594
	Iteration 28Q: 3 clusters Score -1312459 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1312481.250000 Penalty: 4613.433594
	Iteration 29Q: 3 clusters Score -1312481 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1312508.750000 Penalty: 4613.433594
	Iteration 30Q: 3 clusters Score -1312509 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1312529.625000 Penalty: 4613.433594
	Iteration 31Q: 3 clusters Score -1312530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1312544.750000 Penalty: 4613.433594
	Iteration 32Q: 3 clusters Score -1312545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1312560.875000 Penalty: 4613.433594
	Iteration 33Q: 3 clusters Score -1312561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1312573.250000 Penalty: 4613.433594
	Iteration 34Q: 3 clusters Score -1312573 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1312585.500000 Penalty: 4613.433594
	Iteration 35Q: 3 clusters Score -1312586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1312591.625000 Penalty: 4613.433594
	Iteration 36Q: 3 clusters Score -1312592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1312598.625000 Penalty: 4613.433594
	Iteration 37Q: 3 clusters Score -1312599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1312602.750000 Penalty: 4613.433594
	Iteration 38Q: 3 clusters Score -1312603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1312602.625000 Penalty: 4613.433594
	Iteration 39Q: 3 clusters Score -1312603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1312604.250000 Penalty: 4613.433594
	Iteration 40F: 3 clusters Score -1312604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1312607.750000 Penalty: 4613.433594
	Iteration 41Q: 3 clusters Score -1312608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1312605.750000 Penalty: 4613.433594
	Iteration 42Q: 3 clusters Score -1312606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1312605.750000 Penalty: 4613.433594
	Iteration 43F: 3 clusters Score -1312606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Entering Unmasked Estep 
Score: -2313230.250000 Penalty: 2457.190918
	Iteration 0F: 2 clusters Score -2313230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2299089.750000 Penalty: 4914.381836
	Iteration 0F: 3 clusters Score -2299090 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2304003.750000 Penalty: 4914.381836
	Iteration 1F: 3 clusters Score -2304004 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2304486.750000 Penalty: 4914.381836
	Iteration 2F: 3 clusters Score -2304487 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2304967.000000 Penalty: 4914.381836
	Iteration 3F: 3 clusters Score -2304967 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2305444.500000 Penalty: 4914.381836
	Iteration 4F: 3 clusters Score -2305444 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2305976.750000 Penalty: 4914.381836
	Iteration 5Q: 3 clusters Score -2305977 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2306588.500000 Penalty: 4914.381836
	Iteration 6Q: 3 clusters Score -2306588 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2307226.000000 Penalty: 4914.381836
	Iteration 7Q: 3 clusters Score -2307226 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2307868.250000 Penalty: 4914.381836
	Iteration 8Q: 3 clusters Score -2307868 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2308435.500000 Penalty: 4914.381836
	Iteration 9Q: 3 clusters Score -2308436 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2308968.250000 Penalty: 4914.381836
	Iteration 10Q: 3 clusters Score -2308968 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2309335.250000 Penalty: 4914.381836
	Iteration 11Q: 3 clusters Score -2309335 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2309553.750000 Penalty: 4914.381836
	Iteration 12Q: 3 clusters Score -2309554 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2309701.500000 Penalty: 4914.381836
	Iteration 13Q: 3 clusters Score -2309702 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2309815.000000 Penalty: 4914.381836
	Iteration 14Q: 3 clusters Score -2309815 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2309929.250000 Penalty: 4914.381836
	Iteration 15Q: 3 clusters Score -2309929 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2310031.250000 Penalty: 4914.381836
	Iteration 16Q: 3 clusters Score -2310031 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2310131.250000 Penalty: 4914.381836
	Iteration 17Q: 3 clusters Score -2310131 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2310223.750000 Penalty: 4914.381836
	Iteration 18Q: 3 clusters Score -2310224 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2310310.750000 Penalty: 4914.381836
	Iteration 19Q: 3 clusters Score -2310311 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2310408.250000 Penalty: 4914.381836
	Iteration 20F: 3 clusters Score -2310408 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2310492.000000 Penalty: 4914.381836
	Iteration 21Q: 3 clusters Score -2310492 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2310619.500000 Penalty: 4914.381836
	Iteration 22Q: 3 clusters Score -2310620 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -2310715.750000 Penalty: 4914.381836
	Iteration 23Q: 3 clusters Score -2310716 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2310806.250000 Penalty: 4914.381836
	Iteration 24Q: 3 clusters Score -2310806 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2310884.000000 Penalty: 4914.381836
	Iteration 25Q: 3 clusters Score -2310884 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2310969.250000 Penalty: 4914.381836
	Iteration 26Q: 3 clusters Score -2310969 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2311066.500000 Penalty: 4914.381836
	Iteration 27Q: 3 clusters Score -2311066 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2311204.250000 Penalty: 4914.381836
	Iteration 28Q: 3 clusters Score -2311204 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2311349.250000 Penalty: 4914.381836
	Iteration 29Q: 3 clusters Score -2311349 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2311500.250000 Penalty: 4914.381836
	Iteration 30Q: 3 clusters Score -2311500 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2311633.750000 Penalty: 4914.381836
	Iteration 31Q: 3 clusters Score -2311634 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2311763.000000 Penalty: 4914.381836
	Iteration 32Q: 3 clusters Score -2311763 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2311834.250000 Penalty: 4914.381836
	Iteration 33Q: 3 clusters Score -2311834 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2311909.500000 Penalty: 4914.381836
	Iteration 34Q: 3 clusters Score -2311910 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2311977.000000 Penalty: 4914.381836
	Iteration 35Q: 3 clusters Score -2311977 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2312018.750000 Penalty: 4914.381836
	Iteration 36Q: 3 clusters Score -2312019 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2312045.500000 Penalty: 4914.381836
	Iteration 37Q: 3 clusters Score -2312046 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2312069.000000 Penalty: 4914.381836
	Iteration 38Q: 3 clusters Score -2312069 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2312082.750000 Penalty: 4914.381836
	Iteration 39Q: 3 clusters Score -2312083 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2312101.000000 Penalty: 4914.381836
	Iteration 40F: 3 clusters Score -2312101 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2312120.250000 Penalty: 4914.381836
	Iteration 41Q: 3 clusters Score -2312120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2312127.250000 Penalty: 4914.381836
	Iteration 42Q: 3 clusters Score -2312127 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2312136.500000 Penalty: 4914.381836
	Iteration 43Q: 3 clusters Score -2312136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2312144.500000 Penalty: 4914.381836
	Iteration 44Q: 3 clusters Score -2312144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2312146.000000 Penalty: 4914.381836
	Iteration 45Q: 3 clusters Score -2312146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2312155.750000 Penalty: 4914.381836
	Iteration 46Q: 3 clusters Score -2312156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2312162.000000 Penalty: 4914.381836
	Iteration 47Q: 3 clusters Score -2312162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2312161.750000 Penalty: 4914.381836
	Iteration 48Q: 3 clusters Score -2312162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2312169.250000 Penalty: 4914.381836
	Iteration 49Q: 3 clusters Score -2312169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2312171.000000 Penalty: 4914.381836
	Iteration 50Q: 3 clusters Score -2312171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2312179.250000 Penalty: 4914.381836
	Iteration 51Q: 3 clusters Score -2312179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2312179.750000 Penalty: 4914.381836
	Iteration 52Q: 3 clusters Score -2312180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2312181.750000 Penalty: 4914.381836
	Iteration 53Q: 3 clusters Score -2312182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2312183.250000 Penalty: 4914.381836
	Iteration 54Q: 3 clusters Score -2312183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2312183.750000 Penalty: 4914.381836
	Iteration 55Q: 3 clusters Score -2312184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2312184.500000 Penalty: 4914.381836
	Iteration 56Q: 3 clusters Score -2312184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2312188.000000 Penalty: 4914.381836
	Iteration 57Q: 3 clusters Score -2312188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2312188.000000 Penalty: 4914.381836
	Iteration 58Q: 3 clusters Score -2312188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2312188.000000 Penalty: 4914.381836
	Iteration 59F: 3 clusters Score -2312188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Entering Unmasked Estep 
Score: -1165390.125000 Penalty: 2273.523438
	Iteration 0F: 2 clusters Score -1165390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1157862.500000 Penalty: 4547.046875
	Iteration 0F: 3 clusters Score -1157862 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1160087.500000 Penalty: 4547.046875
	Iteration 1F: 3 clusters Score -1160088 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1160442.375000 Penalty: 4547.046875
	Iteration 2F: 3 clusters Score -1160442 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1160762.500000 Penalty: 4547.046875
	Iteration 3F: 3 clusters Score -1160762 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1161072.000000 Penalty: 4547.046875
	Iteration 4F: 3 clusters Score -1161072 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1161378.375000 Penalty: 4547.046875
	Iteration 5F: 3 clusters Score -1161378 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1161676.875000 Penalty: 4547.046875
	Iteration 6F: 3 clusters Score -1161677 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1161921.500000 Penalty: 4547.046875
	Iteration 7Q: 3 clusters Score -1161922 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1162146.000000 Penalty: 4547.046875
	Iteration 8Q: 3 clusters Score -1162146 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1162345.500000 Penalty: 4547.046875
	Iteration 9Q: 3 clusters Score -1162346 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1162516.875000 Penalty: 4547.046875
	Iteration 10Q: 3 clusters Score -1162517 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1162678.250000 Penalty: 4547.046875
	Iteration 11Q: 3 clusters Score -1162678 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1162822.125000 Penalty: 4547.046875
	Iteration 12Q: 3 clusters Score -1162822 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1162957.250000 Penalty: 4547.046875
	Iteration 13Q: 3 clusters Score -1162957 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1163068.875000 Penalty: 4547.046875
	Iteration 14Q: 3 clusters Score -1163069 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1163181.250000 Penalty: 4547.046875
	Iteration 15Q: 3 clusters Score -1163181 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1163269.125000 Penalty: 4547.046875
	Iteration 16Q: 3 clusters Score -1163269 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1163335.000000 Penalty: 4547.046875
	Iteration 17Q: 3 clusters Score -1163335 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1163381.875000 Penalty: 4547.046875
	Iteration 18Q: 3 clusters Score -1163382 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1163414.125000 Penalty: 4547.046875
	Iteration 19Q: 3 clusters Score -1163414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1163437.500000 Penalty: 4547.046875
	Iteration 20F: 3 clusters Score -1163438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1163457.375000 Penalty: 4547.046875
	Iteration 21Q: 3 clusters Score -1163457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1163481.625000 Penalty: 4547.046875
	Iteration 22Q: 3 clusters Score -1163482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1163492.125000 Penalty: 4547.046875
	Iteration 23Q: 3 clusters Score -1163492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1163502.500000 Penalty: 4547.046875
	Iteration 24Q: 3 clusters Score -1163502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1163510.500000 Penalty: 4547.046875
	Iteration 25Q: 3 clusters Score -1163510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1163520.000000 Penalty: 4547.046875
	Iteration 26Q: 3 clusters Score -1163520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1163523.875000 Penalty: 4547.046875
	Iteration 27Q: 3 clusters Score -1163524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1163526.375000 Penalty: 4547.046875
	Iteration 28Q: 3 clusters Score -1163526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1163534.875000 Penalty: 4547.046875
	Iteration 29Q: 3 clusters Score -1163535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1163537.875000 Penalty: 4547.046875
	Iteration 30Q: 3 clusters Score -1163538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1163539.125000 Penalty: 4547.046875
	Iteration 31Q: 3 clusters Score -1163539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1163542.625000 Penalty: 4547.046875
	Iteration 32Q: 3 clusters Score -1163543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1163546.375000 Penalty: 4547.046875
	Iteration 33Q: 3 clusters Score -1163546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1163551.000000 Penalty: 4547.046875
	Iteration 34Q: 3 clusters Score -1163551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1163554.000000 Penalty: 4547.046875
	Iteration 35Q: 3 clusters Score -1163554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1163553.125000 Penalty: 4547.046875
	Iteration 36Q: 3 clusters Score -1163553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1163554.875000 Penalty: 4547.046875
	Iteration 37Q: 3 clusters Score -1163555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1163556.125000 Penalty: 4547.046875
	Iteration 38Q: 3 clusters Score -1163556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1163556.125000 Penalty: 4547.046875
	Iteration 39F: 3 clusters Score -1163556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Entering Unmasked Estep 
Score: -2479951.500000 Penalty: 2461.279785
	Iteration 0F: 2 clusters Score -2479952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2465453.750000 Penalty: 4922.559570
	Iteration 0F: 3 clusters Score -2465454 nChanged 9147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2470440.000000 Penalty: 4922.559570
	Iteration 1F: 3 clusters Score -2470440 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2470941.250000 Penalty: 4922.559570
	Iteration 2F: 3 clusters Score -2470941 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2471497.250000 Penalty: 4922.559570
	Iteration 3F: 3 clusters Score -2471497 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2472082.750000 Penalty: 4922.559570
	Iteration 4F: 3 clusters Score -2472083 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2472720.500000 Penalty: 4922.559570
	Iteration 5F: 3 clusters Score -2472720 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2473329.250000 Penalty: 4922.559570
	Iteration 6F: 3 clusters Score -2473329 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2473862.250000 Penalty: 4922.559570
	Iteration 7F: 3 clusters Score -2473862 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2474244.000000 Penalty: 4922.559570
	Iteration 8Q: 3 clusters Score -2474244 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2474522.000000 Penalty: 4922.559570
	Iteration 9Q: 3 clusters Score -2474522 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2474690.500000 Penalty: 4922.559570
	Iteration 10Q: 3 clusters Score -2474690 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2474795.250000 Penalty: 4922.559570
	Iteration 11Q: 3 clusters Score -2474795 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2474883.750000 Penalty: 4922.559570
	Iteration 12Q: 3 clusters Score -2474884 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2474926.250000 Penalty: 4922.559570
	Iteration 13Q: 3 clusters Score -2474926 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2474969.000000 Penalty: 4922.559570
	Iteration 14Q: 3 clusters Score -2474969 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2475008.750000 Penalty: 4922.559570
	Iteration 15Q: 3 clusters Score -2475009 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2475044.000000 Penalty: 4922.559570
	Iteration 16Q: 3 clusters Score -2475044 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2475059.500000 Penalty: 4922.559570
	Iteration 17Q: 3 clusters Score -2475060 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2475081.750000 Penalty: 4922.559570
	Iteration 18Q: 3 clusters Score -2475082 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2475119.500000 Penalty: 4922.559570
	Iteration 19Q: 3 clusters Score -2475120 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2475141.000000 Penalty: 4922.559570
	Iteration 20F: 3 clusters Score -2475141 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2475172.500000 Penalty: 4922.559570
	Iteration 21Q: 3 clusters Score -2475172 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2475210.000000 Penalty: 4922.559570
	Iteration 22Q: 3 clusters Score -2475210 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2475257.750000 Penalty: 4922.559570
	Iteration 23Q: 3 clusters Score -2475258 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2475312.000000 Penalty: 4922.559570
	Iteration 24Q: 3 clusters Score -2475312 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2475369.250000 Penalty: 4922.559570
	Iteration 25Q: 3 clusters Score -2475369 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2475445.000000 Penalty: 4922.559570
	Iteration 26Q: 3 clusters Score -2475445 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2475499.250000 Penalty: 4922.559570
	Iteration 27Q: 3 clusters Score -2475499 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2475578.250000 Penalty: 4922.559570
	Iteration 28Q: 3 clusters Score -2475578 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2475662.750000 Penalty: 4922.559570
	Iteration 29Q: 3 clusters Score -2475663 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2475740.000000 Penalty: 4922.559570
	Iteration 30Q: 3 clusters Score -2475740 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2475831.250000 Penalty: 4922.559570
	Iteration 31Q: 3 clusters Score -2475831 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2475925.750000 Penalty: 4922.559570
	Iteration 32Q: 3 clusters Score -2475926 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2476013.000000 Penalty: 4922.559570
	Iteration 33Q: 3 clusters Score -2476013 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2476090.500000 Penalty: 4922.559570
	Iteration 34Q: 3 clusters Score -2476090 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2476156.500000 Penalty: 4922.559570
	Iteration 35Q: 3 clusters Score -2476156 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2476245.500000 Penalty: 4922.559570
	Iteration 36Q: 3 clusters Score -2476246 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2476320.250000 Penalty: 4922.559570
	Iteration 37Q: 3 clusters Score -2476320 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -2476386.250000 Penalty: 4922.559570
	Iteration 38Q: 3 clusters Score -2476386 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2476479.500000 Penalty: 4922.559570
	Iteration 39Q: 3 clusters Score -2476480 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2476568.500000 Penalty: 4922.559570
	Iteration 40F: 3 clusters Score -2476568 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2476655.250000 Penalty: 4922.559570
	Iteration 41Q: 3 clusters Score -2476655 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2476734.250000 Penalty: 4922.559570
	Iteration 42Q: 3 clusters Score -2476734 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2476803.000000 Penalty: 4922.559570
	Iteration 43Q: 3 clusters Score -2476803 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2476883.000000 Penalty: 4922.559570
	Iteration 44Q: 3 clusters Score -2476883 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2476955.750000 Penalty: 4922.559570
	Iteration 45Q: 3 clusters Score -2476956 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2477018.500000 Penalty: 4922.559570
	Iteration 46Q: 3 clusters Score -2477018 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2477076.000000 Penalty: 4922.559570
	Iteration 47Q: 3 clusters Score -2477076 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2477138.250000 Penalty: 4922.559570
	Iteration 48Q: 3 clusters Score -2477138 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2477183.250000 Penalty: 4922.559570
	Iteration 49Q: 3 clusters Score -2477183 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2477236.500000 Penalty: 4922.559570
	Iteration 50Q: 3 clusters Score -2477236 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2477299.250000 Penalty: 4922.559570
	Iteration 51Q: 3 clusters Score -2477299 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2477346.500000 Penalty: 4922.559570
	Iteration 52Q: 3 clusters Score -2477346 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2477396.500000 Penalty: 4922.559570
	Iteration 53Q: 3 clusters Score -2477396 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2477442.750000 Penalty: 4922.559570
	Iteration 54Q: 3 clusters Score -2477443 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2477487.250000 Penalty: 4922.559570
	Iteration 55Q: 3 clusters Score -2477487 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2477536.000000 Penalty: 4922.559570
	Iteration 56Q: 3 clusters Score -2477536 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2477585.500000 Penalty: 4922.559570
	Iteration 57Q: 3 clusters Score -2477586 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2477629.250000 Penalty: 4922.559570
	Iteration 58Q: 3 clusters Score -2477629 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2477667.000000 Penalty: 4922.559570
	Iteration 59Q: 3 clusters Score -2477667 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2477697.750000 Penalty: 4922.559570
	Iteration 60F: 3 clusters Score -2477698 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2477729.500000 Penalty: 4922.559570
	Iteration 61Q: 3 clusters Score -2477730 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2477748.000000 Penalty: 4922.559570
	Iteration 62Q: 3 clusters Score -2477748 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2477772.250000 Penalty: 4922.559570
	Iteration 63Q: 3 clusters Score -2477772 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2477804.250000 Penalty: 4922.559570
	Iteration 64Q: 3 clusters Score -2477804 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2477820.750000 Penalty: 4922.559570
	Iteration 65Q: 3 clusters Score -2477821 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2477834.750000 Penalty: 4922.559570
	Iteration 66Q: 3 clusters Score -2477835 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2477855.750000 Penalty: 4922.559570
	Iteration 67Q: 3 clusters Score -2477856 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2477878.250000 Penalty: 4922.559570
	Iteration 68Q: 3 clusters Score -2477878 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2477884.000000 Penalty: 4922.559570
	Iteration 69Q: 3 clusters Score -2477884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2477891.750000 Penalty: 4922.559570
	Iteration 70Q: 3 clusters Score -2477892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2477911.750000 Penalty: 4922.559570
	Iteration 71Q: 3 clusters Score -2477912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2477924.750000 Penalty: 4922.559570
	Iteration 72Q: 3 clusters Score -2477925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -2477939.500000 Penalty: 4922.559570
	Iteration 73Q: 3 clusters Score -2477940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2477947.750000 Penalty: 4922.559570
	Iteration 74Q: 3 clusters Score -2477948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -2477960.000000 Penalty: 4922.559570
	Iteration 75Q: 3 clusters Score -2477960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -2477954.000000 Penalty: 4922.559570
	Iteration 76Q: 3 clusters Score -2477954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2477959.000000 Penalty: 4922.559570
	Iteration 77Q: 3 clusters Score -2477959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2477962.750000 Penalty: 4922.559570
	Iteration 78Q: 3 clusters Score -2477963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2477967.000000 Penalty: 4922.559570
	Iteration 79Q: 3 clusters Score -2477967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2477963.500000 Penalty: 4922.559570
	Iteration 80F: 3 clusters Score -2477964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2477968.500000 Penalty: 4922.559570
	Iteration 81Q: 3 clusters Score -2477968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2477973.750000 Penalty: 4922.559570
	Iteration 82Q: 3 clusters Score -2477974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2477980.250000 Penalty: 4922.559570
	Iteration 83Q: 3 clusters Score -2477980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2477981.500000 Penalty: 4922.559570
	Iteration 84Q: 3 clusters Score -2477982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2477985.000000 Penalty: 4922.559570
	Iteration 85Q: 3 clusters Score -2477985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2477986.750000 Penalty: 4922.559570
	Iteration 86Q: 3 clusters Score -2477987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2477986.250000 Penalty: 4922.559570
	Iteration 87Q: 3 clusters Score -2477986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2477995.250000 Penalty: 4922.559570
	Iteration 88Q: 3 clusters Score -2477995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2478005.500000 Penalty: 4922.559570
	Iteration 89Q: 3 clusters Score -2478006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -2478013.500000 Penalty: 4922.559570
	Iteration 90Q: 3 clusters Score -2478014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -2478022.500000 Penalty: 4922.559570
	Iteration 91Q: 3 clusters Score -2478022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2478018.500000 Penalty: 4922.559570
	Iteration 92Q: 3 clusters Score -2478018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -2478022.500000 Penalty: 4922.559570
	Iteration 93Q: 3 clusters Score -2478022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2478025.750000 Penalty: 4922.559570
	Iteration 94Q: 3 clusters Score -2478026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2478034.000000 Penalty: 4922.559570
	Iteration 95Q: 3 clusters Score -2478034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2478034.250000 Penalty: 4922.559570
	Iteration 96Q: 3 clusters Score -2478034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -2478028.250000 Penalty: 4922.559570
	Iteration 97Q: 3 clusters Score -2478028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2478033.500000 Penalty: 4922.559570
	Iteration 98Q: 3 clusters Score -2478034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2478032.250000 Penalty: 4922.559570
	Iteration 99Q: 3 clusters Score -2478032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2478035.000000 Penalty: 4922.559570
	Iteration 100F: 3 clusters Score -2478035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2478033.750000 Penalty: 4922.559570
	Iteration 101Q: 3 clusters Score -2478034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2478035.000000 Penalty: 4922.559570
	Iteration 102Q: 3 clusters Score -2478035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2478036.250000 Penalty: 4922.559570
	Iteration 103Q: 3 clusters Score -2478036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2478041.500000 Penalty: 4922.559570
	Iteration 104Q: 3 clusters Score -2478042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2478038.000000 Penalty: 4922.559570
	Iteration 105Q: 3 clusters Score -2478038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2478037.250000 Penalty: 4922.559570
	Iteration 106Q: 3 clusters Score -2478037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2478038.500000 Penalty: 4922.559570
	Iteration 107Q: 3 clusters Score -2478038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2478038.500000 Penalty: 4922.559570
	Iteration 108F: 3 clusters Score -2478038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Entering Unmasked Estep 
Score: -1397309.375000 Penalty: 2314.408447
	Iteration 0F: 2 clusters Score -1397309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1388859.250000 Penalty: 4628.816895
	Iteration 0F: 3 clusters Score -1388859 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1391330.625000 Penalty: 4628.816895
	Iteration 1F: 3 clusters Score -1391331 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1391625.875000 Penalty: 4628.816895
	Iteration 2F: 3 clusters Score -1391626 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1391855.750000 Penalty: 4628.816895
	Iteration 3F: 3 clusters Score -1391856 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1392039.000000 Penalty: 4628.816895
	Iteration 4Q: 3 clusters Score -1392039 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1392213.625000 Penalty: 4628.816895
	Iteration 5Q: 3 clusters Score -1392214 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1392399.625000 Penalty: 4628.816895
	Iteration 6Q: 3 clusters Score -1392400 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1392591.875000 Penalty: 4628.816895
	Iteration 7Q: 3 clusters Score -1392592 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1392808.750000 Penalty: 4628.816895
	Iteration 8Q: 3 clusters Score -1392809 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1393051.250000 Penalty: 4628.816895
	Iteration 9Q: 3 clusters Score -1393051 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1393302.875000 Penalty: 4628.816895
	Iteration 10Q: 3 clusters Score -1393303 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1393579.625000 Penalty: 4628.816895
	Iteration 11Q: 3 clusters Score -1393580 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1393846.750000 Penalty: 4628.816895
	Iteration 12Q: 3 clusters Score -1393847 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1394132.875000 Penalty: 4628.816895
	Iteration 13Q: 3 clusters Score -1394133 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1394374.250000 Penalty: 4628.816895
	Iteration 14Q: 3 clusters Score -1394374 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1394583.250000 Penalty: 4628.816895
	Iteration 15Q: 3 clusters Score -1394583 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1394751.000000 Penalty: 4628.816895
	Iteration 16Q: 3 clusters Score -1394751 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1394877.375000 Penalty: 4628.816895
	Iteration 17Q: 3 clusters Score -1394877 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1394955.750000 Penalty: 4628.816895
	Iteration 18Q: 3 clusters Score -1394956 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1395007.625000 Penalty: 4628.816895
	Iteration 19Q: 3 clusters Score -1395008 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1395051.500000 Penalty: 4628.816895
	Iteration 20F: 3 clusters Score -1395052 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1395084.625000 Penalty: 4628.816895
	Iteration 21Q: 3 clusters Score -1395085 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1395119.000000 Penalty: 4628.816895
	Iteration 22Q: 3 clusters Score -1395119 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1395136.750000 Penalty: 4628.816895
	Iteration 23Q: 3 clusters Score -1395137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1395160.375000 Penalty: 4628.816895
	Iteration 24Q: 3 clusters Score -1395160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1395169.000000 Penalty: 4628.816895
	Iteration 25Q: 3 clusters Score -1395169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1395178.125000 Penalty: 4628.816895
	Iteration 26Q: 3 clusters Score -1395178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1395185.875000 Penalty: 4628.816895
	Iteration 27Q: 3 clusters Score -1395186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1395193.000000 Penalty: 4628.816895
	Iteration 28Q: 3 clusters Score -1395193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1395199.000000 Penalty: 4628.816895
	Iteration 29Q: 3 clusters Score -1395199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1395202.875000 Penalty: 4628.816895
	Iteration 30Q: 3 clusters Score -1395203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1395216.375000 Penalty: 4628.816895
	Iteration 31Q: 3 clusters Score -1395216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1395224.875000 Penalty: 4628.816895
	Iteration 32Q: 3 clusters Score -1395225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1395227.750000 Penalty: 4628.816895
	Iteration 33Q: 3 clusters Score -1395228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1395226.250000 Penalty: 4628.816895
	Iteration 34Q: 3 clusters Score -1395226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1395228.625000 Penalty: 4628.816895
	Iteration 35Q: 3 clusters Score -1395229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1395228.625000 Penalty: 4628.816895
	Iteration 36F: 3 clusters Score -1395229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Entering Unmasked Estep 
Score: -701407.750000 Penalty: 2149.072021
	Iteration 0F: 2 clusters Score -701407.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -696434.187500 Penalty: 4298.144043
	Iteration 0F: 3 clusters Score -696434.2 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -697640.750000 Penalty: 4298.144043
	Iteration 1F: 3 clusters Score -697640.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -697832.500000 Penalty: 4298.144043
	Iteration 2F: 3 clusters Score -697832.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -697963.375000 Penalty: 4298.144043
	Iteration 3Q: 3 clusters Score -697963.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -698054.500000 Penalty: 4298.144043
	Iteration 4Q: 3 clusters Score -698054.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -698120.062500 Penalty: 4298.144043
	Iteration 5Q: 3 clusters Score -698120.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -698167.000000 Penalty: 4298.144043
	Iteration 6Q: 3 clusters Score -698167 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -698205.062500 Penalty: 4298.144043
	Iteration 7Q: 3 clusters Score -698205.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -698234.187500 Penalty: 4298.144043
	Iteration 8Q: 3 clusters Score -698234.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -698262.875000 Penalty: 4298.144043
	Iteration 9Q: 3 clusters Score -698262.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -698289.500000 Penalty: 4298.144043
	Iteration 10Q: 3 clusters Score -698289.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -698313.437500 Penalty: 4298.144043
	Iteration 11Q: 3 clusters Score -698313.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -698335.250000 Penalty: 4298.144043
	Iteration 12Q: 3 clusters Score -698335.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -698354.750000 Penalty: 4298.144043
	Iteration 13Q: 3 clusters Score -698354.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -698374.187500 Penalty: 4298.144043
	Iteration 14Q: 3 clusters Score -698374.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -698388.937500 Penalty: 4298.144043
	Iteration 15Q: 3 clusters Score -698388.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -698401.812500 Penalty: 4298.144043
	Iteration 16Q: 3 clusters Score -698401.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -698409.812500 Penalty: 4298.144043
	Iteration 17Q: 3 clusters Score -698409.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -698413.812500 Penalty: 4298.144043
	Iteration 18Q: 3 clusters Score -698413.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -698420.062500 Penalty: 4298.144043
	Iteration 19Q: 3 clusters Score -698420.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -698424.562500 Penalty: 4298.144043
	Iteration 20F: 3 clusters Score -698424.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -698429.250000 Penalty: 4298.144043
	Iteration 21Q: 3 clusters Score -698429.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -698434.562500 Penalty: 4298.144043
	Iteration 22Q: 3 clusters Score -698434.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -698440.500000 Penalty: 4298.144043
	Iteration 23Q: 3 clusters Score -698440.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -698446.187500 Penalty: 4298.144043
	Iteration 24Q: 3 clusters Score -698446.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -698451.812500 Penalty: 4298.144043
	Iteration 25Q: 3 clusters Score -698451.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -698460.625000 Penalty: 4298.144043
	Iteration 26Q: 3 clusters Score -698460.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -698470.625000 Penalty: 4298.144043
	Iteration 27Q: 3 clusters Score -698470.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -698478.250000 Penalty: 4298.144043
	Iteration 28Q: 3 clusters Score -698478.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -698488.750000 Penalty: 4298.144043
	Iteration 29Q: 3 clusters Score -698488.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -698497.375000 Penalty: 4298.144043
	Iteration 30Q: 3 clusters Score -698497.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -698501.062500 Penalty: 4298.144043
	Iteration 31Q: 3 clusters Score -698501.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -698507.500000 Penalty: 4298.144043
	Iteration 32Q: 3 clusters Score -698507.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -698512.375000 Penalty: 4298.144043
	Iteration 33Q: 3 clusters Score -698512.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -698518.375000 Penalty: 4298.144043
	Iteration 34Q: 3 clusters Score -698518.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -698521.562500 Penalty: 4298.144043
	Iteration 35Q: 3 clusters Score -698521.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -698527.000000 Penalty: 4298.144043
	Iteration 36Q: 3 clusters Score -698527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -698530.687500 Penalty: 4298.144043
	Iteration 37Q: 3 clusters Score -698530.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -698538.250000 Penalty: 4298.144043
	Iteration 38Q: 3 clusters Score -698538.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -698543.750000 Penalty: 4298.144043
	Iteration 39Q: 3 clusters Score -698543.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -698550.375000 Penalty: 4298.144043
	Iteration 40F: 3 clusters Score -698550.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -698559.187500 Penalty: 4298.144043
	Iteration 41Q: 3 clusters Score -698559.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -698570.062500 Penalty: 4298.144043
	Iteration 42Q: 3 clusters Score -698570.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -698581.312500 Penalty: 4298.144043
	Iteration 43Q: 3 clusters Score -698581.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -698587.750000 Penalty: 4298.144043
	Iteration 44Q: 3 clusters Score -698587.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -698597.750000 Penalty: 4298.144043
	Iteration 45Q: 3 clusters Score -698597.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -698603.000000 Penalty: 4298.144043
	Iteration 46Q: 3 clusters Score -698603 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -698614.000000 Penalty: 4298.144043
	Iteration 47Q: 3 clusters Score -698614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -698624.000000 Penalty: 4298.144043
	Iteration 48Q: 3 clusters Score -698624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -698628.812500 Penalty: 4298.144043
	Iteration 49Q: 3 clusters Score -698628.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -698636.250000 Penalty: 4298.144043
	Iteration 50Q: 3 clusters Score -698636.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -698644.437500 Penalty: 4298.144043
	Iteration 51Q: 3 clusters Score -698644.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -698652.250000 Penalty: 4298.144043
	Iteration 52Q: 3 clusters Score -698652.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -698665.187500 Penalty: 4298.144043
	Iteration 53Q: 3 clusters Score -698665.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -698685.937500 Penalty: 4298.144043
	Iteration 54Q: 3 clusters Score -698685.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -698705.187500 Penalty: 4298.144043
	Iteration 55Q: 3 clusters Score -698705.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -698720.062500 Penalty: 4298.144043
	Iteration 56Q: 3 clusters Score -698720.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -698741.125000 Penalty: 4298.144043
	Iteration 57Q: 3 clusters Score -698741.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -698765.000000 Penalty: 4298.144043
	Iteration 58Q: 3 clusters Score -698765 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -698787.625000 Penalty: 4298.144043
	Iteration 59Q: 3 clusters Score -698787.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -698810.812500 Penalty: 4298.144043
	Iteration 60F: 3 clusters Score -698810.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -698836.312500 Penalty: 4298.144043
	Iteration 61Q: 3 clusters Score -698836.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -698864.375000 Penalty: 4298.144043
	Iteration 62Q: 3 clusters Score -698864.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -698888.062500 Penalty: 4298.144043
	Iteration 63Q: 3 clusters Score -698888.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -698914.062500 Penalty: 4298.144043
	Iteration 64Q: 3 clusters Score -698914.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -698940.937500 Penalty: 4298.144043
	Iteration 65Q: 3 clusters Score -698940.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -698966.937500 Penalty: 4298.144043
	Iteration 66Q: 3 clusters Score -698966.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -698999.062500 Penalty: 4298.144043
	Iteration 67Q: 3 clusters Score -698999.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -699019.250000 Penalty: 4298.144043
	Iteration 68Q: 3 clusters Score -699019.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -699043.250000 Penalty: 4298.144043
	Iteration 69Q: 3 clusters Score -699043.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -699070.500000 Penalty: 4298.144043
	Iteration 70Q: 3 clusters Score -699070.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -699098.937500 Penalty: 4298.144043
	Iteration 71Q: 3 clusters Score -699098.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -699126.250000 Penalty: 4298.144043
	Iteration 72Q: 3 clusters Score -699126.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -699149.125000 Penalty: 4298.144043
	Iteration 73Q: 3 clusters Score -699149.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -699169.187500 Penalty: 4298.144043
	Iteration 74Q: 3 clusters Score -699169.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -699189.562500 Penalty: 4298.144043
	Iteration 75Q: 3 clusters Score -699189.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -699209.750000 Penalty: 4298.144043
	Iteration 76Q: 3 clusters Score -699209.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -699220.812500 Penalty: 4298.144043
	Iteration 77Q: 3 clusters Score -699220.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -699232.500000 Penalty: 4298.144043
	Iteration 78Q: 3 clusters Score -699232.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -699245.687500 Penalty: 4298.144043
	Iteration 79Q: 3 clusters Score -699245.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -699261.937500 Penalty: 4298.144043
	Iteration 80F: 3 clusters Score -699261.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -699279.250000 Penalty: 4298.144043
	Iteration 81Q: 3 clusters Score -699279.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -699303.187500 Penalty: 4298.144043
	Iteration 82Q: 3 clusters Score -699303.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -699329.250000 Penalty: 4298.144043
	Iteration 83Q: 3 clusters Score -699329.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -699358.687500 Penalty: 4298.144043
	Iteration 84Q: 3 clusters Score -699358.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -699381.250000 Penalty: 4298.144043
	Iteration 85Q: 3 clusters Score -699381.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -699406.562500 Penalty: 4298.144043
	Iteration 86Q: 3 clusters Score -699406.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -699428.625000 Penalty: 4298.144043
	Iteration 87Q: 3 clusters Score -699428.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -699453.625000 Penalty: 4298.144043
	Iteration 88Q: 3 clusters Score -699453.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -699471.812500 Penalty: 4298.144043
	Iteration 89Q: 3 clusters Score -699471.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -699490.562500 Penalty: 4298.144043
	Iteration 90Q: 3 clusters Score -699490.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -699506.937500 Penalty: 4298.144043
	Iteration 91Q: 3 clusters Score -699506.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -699516.750000 Penalty: 4298.144043
	Iteration 92Q: 3 clusters Score -699516.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -699522.562500 Penalty: 4298.144043
	Iteration 93Q: 3 clusters Score -699522.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -699522.937500 Penalty: 4298.144043
	Iteration 94Q: 3 clusters Score -699522.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -699527.375000 Penalty: 4298.144043
	Iteration 95Q: 3 clusters Score -699527.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -699530.625000 Penalty: 4298.144043
	Iteration 96Q: 3 clusters Score -699530.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -699532.062500 Penalty: 4298.144043
	Iteration 97Q: 3 clusters Score -699532.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -699536.562500 Penalty: 4298.144043
	Iteration 98Q: 3 clusters Score -699536.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -699539.000000 Penalty: 4298.144043
	Iteration 99Q: 3 clusters Score -699539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -699540.750000 Penalty: 4298.144043
	Iteration 100F: 3 clusters Score -699540.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -699542.187500 Penalty: 4298.144043
	Iteration 101Q: 3 clusters Score -699542.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -699542.875000 Penalty: 4298.144043
	Iteration 102Q: 3 clusters Score -699542.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -699542.875000 Penalty: 4298.144043
	Iteration 103F: 3 clusters Score -699542.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Entering Unmasked Estep 
Score: -5179320.000000 Penalty: 2659.064209
	Iteration 0F: 2 clusters Score -5179320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -5148553.500000 Penalty: 5318.128418
	Iteration 0F: 3 clusters Score -5148554 nChanged 20901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -5160323.500000 Penalty: 5318.128418
	Iteration 1F: 3 clusters Score -5160324 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -5161027.500000 Penalty: 5318.128418
	Iteration 2Q: 3 clusters Score -5161028 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -5161737.500000 Penalty: 5318.128418
	Iteration 3Q: 3 clusters Score -5161738 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -5162507.000000 Penalty: 5318.128418
	Iteration 4Q: 3 clusters Score -5162507 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -5163313.000000 Penalty: 5318.128418
	Iteration 5Q: 3 clusters Score -5163313 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -5164299.500000 Penalty: 5318.128418
	Iteration 6Q: 3 clusters Score -5164300 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -5165562.000000 Penalty: 5318.128418
	Iteration 7F: 3 clusters Score -5165562 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -5167095.000000 Penalty: 5318.128418
	Iteration 8F: 3 clusters Score -5167095 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -5168878.500000 Penalty: 5318.128418
	Iteration 9F: 3 clusters Score -5168878 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -5170806.500000 Penalty: 5318.128418
	Iteration 10F: 3 clusters Score -5170806 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -5172502.000000 Penalty: 5318.128418
	Iteration 11Q: 3 clusters Score -5172502 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -5173876.500000 Penalty: 5318.128418
	Iteration 12Q: 3 clusters Score -5173876 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -5174831.000000 Penalty: 5318.128418
	Iteration 13Q: 3 clusters Score -5174831 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -5175520.000000 Penalty: 5318.128418
	Iteration 14Q: 3 clusters Score -5175520 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -5175971.500000 Penalty: 5318.128418
	Iteration 15Q: 3 clusters Score -5175972 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -5176311.500000 Penalty: 5318.128418
	Iteration 16Q: 3 clusters Score -5176312 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -5176570.000000 Penalty: 5318.128418
	Iteration 17Q: 3 clusters Score -5176570 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -5176724.500000 Penalty: 5318.128418
	Iteration 18Q: 3 clusters Score -5176724 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -5176860.500000 Penalty: 5318.128418
	Iteration 19Q: 3 clusters Score -5176860 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -5176949.000000 Penalty: 5318.128418
	Iteration 20F: 3 clusters Score -5176949 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -5177025.000000 Penalty: 5318.128418
	Iteration 21Q: 3 clusters Score -5177025 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -5177052.000000 Penalty: 5318.128418
	Iteration 22Q: 3 clusters Score -5177052 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 44034 members 
Entering Unmasked Estep 
Score: -5177093.000000 Penalty: 5318.128418
	Iteration 23Q: 3 clusters Score -5177093 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -5177132.500000 Penalty: 5318.128418
	Iteration 24Q: 3 clusters Score -5177132 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -5177155.000000 Penalty: 5318.128418
	Iteration 25Q: 3 clusters Score -5177155 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -5177182.500000 Penalty: 5318.128418
	Iteration 26Q: 3 clusters Score -5177182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -5177205.000000 Penalty: 5318.128418
	Iteration 27Q: 3 clusters Score -5177205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -5177233.500000 Penalty: 5318.128418
	Iteration 28Q: 3 clusters Score -5177234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -5177267.000000 Penalty: 5318.128418
	Iteration 29Q: 3 clusters Score -5177267 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -5177301.500000 Penalty: 5318.128418
	Iteration 30Q: 3 clusters Score -5177302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -5177347.000000 Penalty: 5318.128418
	Iteration 31Q: 3 clusters Score -5177347 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -5177378.500000 Penalty: 5318.128418
	Iteration 32Q: 3 clusters Score -5177378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -5177408.500000 Penalty: 5318.128418
	Iteration 33Q: 3 clusters Score -5177408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -5177402.500000 Penalty: 5318.128418
	Iteration 34Q: 3 clusters Score -5177402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -5177419.000000 Penalty: 5318.128418
	Iteration 35Q: 3 clusters Score -5177419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -5177435.000000 Penalty: 5318.128418
	Iteration 36Q: 3 clusters Score -5177435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -5177436.000000 Penalty: 5318.128418
	Iteration 37Q: 3 clusters Score -5177436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -5177451.500000 Penalty: 5318.128418
	Iteration 38Q: 3 clusters Score -5177452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -5177456.500000 Penalty: 5318.128418
	Iteration 39Q: 3 clusters Score -5177456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -5177468.000000 Penalty: 5318.128418
	Iteration 40F: 3 clusters Score -5177468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -5177478.000000 Penalty: 5318.128418
	Iteration 41Q: 3 clusters Score -5177478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -5177482.500000 Penalty: 5318.128418
	Iteration 42Q: 3 clusters Score -5177482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -5177478.500000 Penalty: 5318.128418
	Iteration 43Q: 3 clusters Score -5177478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -5177475.500000 Penalty: 5318.128418
	Iteration 44Q: 3 clusters Score -5177476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -5177479.000000 Penalty: 5318.128418
	Iteration 45Q: 3 clusters Score -5177479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -5177487.500000 Penalty: 5318.128418
	Iteration 46Q: 3 clusters Score -5177488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -5177485.500000 Penalty: 5318.128418
	Iteration 47Q: 3 clusters Score -5177486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -5177492.000000 Penalty: 5318.128418
	Iteration 48Q: 3 clusters Score -5177492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -5177497.000000 Penalty: 5318.128418
	Iteration 49Q: 3 clusters Score -5177497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -5177492.000000 Penalty: 5318.128418
	Iteration 50Q: 3 clusters Score -5177492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -5177493.500000 Penalty: 5318.128418
	Iteration 51Q: 3 clusters Score -5177494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -5177498.500000 Penalty: 5318.128418
	Iteration 52Q: 3 clusters Score -5177498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -5177501.000000 Penalty: 5318.128418
	Iteration 53Q: 3 clusters Score -5177501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -5177503.500000 Penalty: 5318.128418
	Iteration 54Q: 3 clusters Score -5177504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -5177508.000000 Penalty: 5318.128418
	Iteration 55Q: 3 clusters Score -5177508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -5177507.000000 Penalty: 5318.128418
	Iteration 56Q: 3 clusters Score -5177507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -5177502.000000 Penalty: 5318.128418
	Iteration 57Q: 3 clusters Score -5177502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -5177504.500000 Penalty: 5318.128418
	Iteration 58Q: 3 clusters Score -5177504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -5177508.000000 Penalty: 5318.128418
	Iteration 59Q: 3 clusters Score -5177508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -5177508.000000 Penalty: 5318.128418
	Iteration 60F: 3 clusters Score -5177508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (164559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164559 members 
Entering Unmasked Estep 
Score: -20095552.000000 Penalty: 2978.734131
	Iteration 0F: 2 clusters Score -2.009555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82235 members 
Mstep: Class 2 contains 82324 members 
Entering Unmasked Estep 
Score: -19985668.000000 Penalty: 5957.468262
	Iteration 0F: 3 clusters Score -1.998567e+07 nChanged 78618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80687 members 
Mstep: Class 2 contains 83872 members 
Entering Unmasked Estep 
Score: -20031290.000000 Penalty: 5957.468262
	Iteration 1F: 3 clusters Score -2.003129e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79285 members 
Mstep: Class 2 contains 85274 members 
Entering Unmasked Estep 
Score: -20032562.000000 Penalty: 5957.468262
	Iteration 2Q: 3 clusters Score -2.003256e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77018 members 
Mstep: Class 2 contains 87541 members 
Entering Unmasked Estep 
Score: -20034294.000000 Penalty: 5957.468262
	Iteration 3Q: 3 clusters Score -2.003429e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73504 members 
Mstep: Class 2 contains 91055 members 
Entering Unmasked Estep 
Score: -20037136.000000 Penalty: 5957.468262
	Iteration 4Q: 3 clusters Score -2.003714e+07 nChanged 8769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68299 members 
Mstep: Class 2 contains 96260 members 
Entering Unmasked Estep 
Score: -20041256.000000 Penalty: 5957.468262
	Iteration 5F: 3 clusters Score -2.004126e+07 nChanged 10328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61407 members 
Mstep: Class 2 contains 103152 members 
Entering Unmasked Estep 
Score: -20047142.000000 Penalty: 5957.468262
	Iteration 6F: 3 clusters Score -2.004714e+07 nChanged 11076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 111112 members 
Entering Unmasked Estep 
Score: -20054338.000000 Penalty: 5957.468262
	Iteration 7F: 3 clusters Score -2.005434e+07 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 119485 members 
Entering Unmasked Estep 
Score: -20061988.000000 Penalty: 5957.468262
	Iteration 8F: 3 clusters Score -2.006199e+07 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 127120 members 
Entering Unmasked Estep 
Score: -20069352.000000 Penalty: 5957.468262
	Iteration 9F: 3 clusters Score -2.006935e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 133086 members 
Entering Unmasked Estep 
Score: -20075568.000000 Penalty: 5957.468262
	Iteration 10Q: 3 clusters Score -2.007557e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 137293 members 
Entering Unmasked Estep 
Score: -20079966.000000 Penalty: 5957.468262
	Iteration 11Q: 3 clusters Score -2.007997e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 140344 members 
Entering Unmasked Estep 
Score: -20082762.000000 Penalty: 5957.468262
	Iteration 12Q: 3 clusters Score -2.008276e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 142774 members 
Entering Unmasked Estep 
Score: -20084776.000000 Penalty: 5957.468262
	Iteration 13Q: 3 clusters Score -2.008478e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 144905 members 
Entering Unmasked Estep 
Score: -20086490.000000 Penalty: 5957.468262
	Iteration 14Q: 3 clusters Score -2.008649e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 146737 members 
Entering Unmasked Estep 
Score: -20087800.000000 Penalty: 5957.468262
	Iteration 15Q: 3 clusters Score -2.00878e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 148290 members 
Entering Unmasked Estep 
Score: -20088888.000000 Penalty: 5957.468262
	Iteration 16Q: 3 clusters Score -2.008889e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 149580 members 
Entering Unmasked Estep 
Score: -20089678.000000 Penalty: 5957.468262
	Iteration 17Q: 3 clusters Score -2.008968e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 150654 members 
Entering Unmasked Estep 
Score: -20090230.000000 Penalty: 5957.468262
	Iteration 18Q: 3 clusters Score -2.009023e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 151575 members 
Entering Unmasked Estep 
Score: -20090682.000000 Penalty: 5957.468262
	Iteration 19Q: 3 clusters Score -2.009068e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 152423 members 
Entering Unmasked Estep 
Score: -20091050.000000 Penalty: 5957.468262
	Iteration 20F: 3 clusters Score -2.009105e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 153184 members 
Entering Unmasked Estep 
Score: -20091352.000000 Penalty: 5957.468262
	Iteration 21Q: 3 clusters Score -2.009135e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 153855 members 
Entering Unmasked Estep 
Score: -20091612.000000 Penalty: 5957.468262
	Iteration 22Q: 3 clusters Score -2.009161e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 154491 members 
Entering Unmasked Estep 
Score: -20091792.000000 Penalty: 5957.468262
	Iteration 23Q: 3 clusters Score -2.009179e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 155078 members 
Entering Unmasked Estep 
Score: -20092026.000000 Penalty: 5957.468262
	Iteration 24Q: 3 clusters Score -2.009203e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 155603 members 
Entering Unmasked Estep 
Score: -20092146.000000 Penalty: 5957.468262
	Iteration 25Q: 3 clusters Score -2.009215e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 156095 members 
Entering Unmasked Estep 
Score: -20092370.000000 Penalty: 5957.468262
	Iteration 26Q: 3 clusters Score -2.009237e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 156543 members 
Entering Unmasked Estep 
Score: -20092450.000000 Penalty: 5957.468262
	Iteration 27Q: 3 clusters Score -2.009245e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 156974 members 
Entering Unmasked Estep 
Score: -20092620.000000 Penalty: 5957.468262
	Iteration 28Q: 3 clusters Score -2.009262e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 157350 members 
Entering Unmasked Estep 
Score: -20092754.000000 Penalty: 5957.468262
	Iteration 29Q: 3 clusters Score -2.009275e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 157735 members 
Entering Unmasked Estep 
Score: -20092830.000000 Penalty: 5957.468262
	Iteration 30Q: 3 clusters Score -2.009283e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 158074 members 
Entering Unmasked Estep 
Score: -20092848.000000 Penalty: 5957.468262
	Iteration 31Q: 3 clusters Score -2.009285e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 158404 members 
Entering Unmasked Estep 
Score: -20092920.000000 Penalty: 5957.468262
	Iteration 32Q: 3 clusters Score -2.009292e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 158687 members 
Entering Unmasked Estep 
Score: -20093076.000000 Penalty: 5957.468262
	Iteration 33Q: 3 clusters Score -2.009308e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 158938 members 
Entering Unmasked Estep 
Score: -20093162.000000 Penalty: 5957.468262
	Iteration 34Q: 3 clusters Score -2.009316e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 159168 members 
Entering Unmasked Estep 
Score: -20093216.000000 Penalty: 5957.468262
	Iteration 35Q: 3 clusters Score -2.009322e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 159383 members 
Entering Unmasked Estep 
Score: -20093306.000000 Penalty: 5957.468262
	Iteration 36Q: 3 clusters Score -2.009331e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 159582 members 
Entering Unmasked Estep 
Score: -20093394.000000 Penalty: 5957.468262
	Iteration 37Q: 3 clusters Score -2.009339e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 159744 members 
Entering Unmasked Estep 
Score: -20093406.000000 Penalty: 5957.468262
	Iteration 38Q: 3 clusters Score -2.009341e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 159891 members 
Entering Unmasked Estep 
Score: -20093450.000000 Penalty: 5957.468262
	Iteration 39Q: 3 clusters Score -2.009345e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 160023 members 
Entering Unmasked Estep 
Score: -20093430.000000 Penalty: 5957.468262
	Iteration 40F: 3 clusters Score -2.009343e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 160143 members 
Entering Unmasked Estep 
Score: -20093456.000000 Penalty: 5957.468262
	Iteration 41Q: 3 clusters Score -2.009346e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 160263 members 
Entering Unmasked Estep 
Score: -20093548.000000 Penalty: 5957.468262
	Iteration 42Q: 3 clusters Score -2.009355e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 160372 members 
Entering Unmasked Estep 
Score: -20093552.000000 Penalty: 5957.468262
	Iteration 43Q: 3 clusters Score -2.009355e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 160477 members 
Entering Unmasked Estep 
Score: -20093614.000000 Penalty: 5957.468262
	Iteration 44Q: 3 clusters Score -2.009361e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 160572 members 
Entering Unmasked Estep 
Score: -20093656.000000 Penalty: 5957.468262
	Iteration 45Q: 3 clusters Score -2.009366e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 160638 members 
Entering Unmasked Estep 
Score: -20093654.000000 Penalty: 5957.468262
	Iteration 46Q: 3 clusters Score -2.009365e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 160703 members 
Entering Unmasked Estep 
Score: -20093696.000000 Penalty: 5957.468262
	Iteration 47Q: 3 clusters Score -2.00937e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 160764 members 
Entering Unmasked Estep 
Score: -20093666.000000 Penalty: 5957.468262
	Iteration 48Q: 3 clusters Score -2.009367e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 160820 members 
Entering Unmasked Estep 
Score: -20093676.000000 Penalty: 5957.468262
	Iteration 49Q: 3 clusters Score -2.009368e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 160865 members 
Entering Unmasked Estep 
Score: -20093666.000000 Penalty: 5957.468262
	Iteration 50Q: 3 clusters Score -2.009367e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 160910 members 
Entering Unmasked Estep 
Score: -20093682.000000 Penalty: 5957.468262
	Iteration 51Q: 3 clusters Score -2.009368e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 160946 members 
Entering Unmasked Estep 
Score: -20093706.000000 Penalty: 5957.468262
	Iteration 52Q: 3 clusters Score -2.009371e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 160977 members 
Entering Unmasked Estep 
Score: -20093724.000000 Penalty: 5957.468262
	Iteration 53Q: 3 clusters Score -2.009372e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 161015 members 
Entering Unmasked Estep 
Score: -20093696.000000 Penalty: 5957.468262
	Iteration 54Q: 3 clusters Score -2.00937e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 161051 members 
Entering Unmasked Estep 
Score: -20093704.000000 Penalty: 5957.468262
	Iteration 55Q: 3 clusters Score -2.00937e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 161079 members 
Entering Unmasked Estep 
Score: -20093704.000000 Penalty: 5957.468262
	Iteration 56Q: 3 clusters Score -2.00937e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 161101 members 
Entering Unmasked Estep 
Score: -20093736.000000 Penalty: 5957.468262
	Iteration 57Q: 3 clusters Score -2.009374e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 161117 members 
Entering Unmasked Estep 
Score: -20093728.000000 Penalty: 5957.468262
	Iteration 58Q: 3 clusters Score -2.009373e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 161126 members 
Entering Unmasked Estep 
Score: -20093726.000000 Penalty: 5957.468262
	Iteration 59Q: 3 clusters Score -2.009373e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 161139 members 
Entering Unmasked Estep 
Score: -20093732.000000 Penalty: 5957.468262
	Iteration 60F: 3 clusters Score -2.009373e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 161158 members 
Entering Unmasked Estep 
Score: -20093744.000000 Penalty: 5957.468262
	Iteration 61Q: 3 clusters Score -2.009374e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 161169 members 
Entering Unmasked Estep 
Score: -20093712.000000 Penalty: 5957.468262
	Iteration 62Q: 3 clusters Score -2.009371e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 161179 members 
Entering Unmasked Estep 
Score: -20093732.000000 Penalty: 5957.468262
	Iteration 63Q: 3 clusters Score -2.009373e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 161190 members 
Entering Unmasked Estep 
Score: -20093744.000000 Penalty: 5957.468262
	Iteration 64Q: 3 clusters Score -2.009374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 161200 members 
Entering Unmasked Estep 
Score: -20093752.000000 Penalty: 5957.468262
	Iteration 65Q: 3 clusters Score -2.009375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 161206 members 
Entering Unmasked Estep 
Score: -20093752.000000 Penalty: 5957.468262
	Iteration 66Q: 3 clusters Score -2.009375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 161211 members 
Entering Unmasked Estep 
Score: -20093742.000000 Penalty: 5957.468262
	Iteration 67Q: 3 clusters Score -2.009374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 161221 members 
Entering Unmasked Estep 
Score: -20093756.000000 Penalty: 5957.468262
	Iteration 68Q: 3 clusters Score -2.009376e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 161234 members 
Entering Unmasked Estep 
Score: -20093762.000000 Penalty: 5957.468262
	Iteration 69Q: 3 clusters Score -2.009376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 161241 members 
Entering Unmasked Estep 
Score: -20093770.000000 Penalty: 5957.468262
	Iteration 70Q: 3 clusters Score -2.009377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 161243 members 
Entering Unmasked Estep 
Score: -20093768.000000 Penalty: 5957.468262
	Iteration 71Q: 3 clusters Score -2.009377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 161244 members 
Entering Unmasked Estep 
Score: -20093758.000000 Penalty: 5957.468262
	Iteration 72Q: 3 clusters Score -2.009376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 161243 members 
Entering Unmasked Estep 
Score: -20093764.000000 Penalty: 5957.468262
	Iteration 73Q: 3 clusters Score -2.009376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 161243 members 
Entering Unmasked Estep 
Score: -20093764.000000 Penalty: 5957.468262
	Iteration 74F: 3 clusters Score -2.009376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Entering Unmasked Estep 
Score: -1014299.937500 Penalty: 2252.179932
	Iteration 0F: 2 clusters Score -1014300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1007391.812500 Penalty: 4504.359863
	Iteration 0F: 3 clusters Score -1007392 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1009300.687500 Penalty: 4504.359863
	Iteration 1F: 3 clusters Score -1009301 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1009676.125000 Penalty: 4504.359863
	Iteration 2F: 3 clusters Score -1009676 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1009980.062500 Penalty: 4504.359863
	Iteration 3F: 3 clusters Score -1009980 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1010267.875000 Penalty: 4504.359863
	Iteration 4F: 3 clusters Score -1010268 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1010548.125000 Penalty: 4504.359863
	Iteration 5F: 3 clusters Score -1010548 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1010797.687500 Penalty: 4504.359863
	Iteration 6Q: 3 clusters Score -1010798 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1011032.437500 Penalty: 4504.359863
	Iteration 7Q: 3 clusters Score -1011032 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1011211.687500 Penalty: 4504.359863
	Iteration 8Q: 3 clusters Score -1011212 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1011371.312500 Penalty: 4504.359863
	Iteration 9Q: 3 clusters Score -1011371 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1011511.750000 Penalty: 4504.359863
	Iteration 10Q: 3 clusters Score -1011512 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1011650.625000 Penalty: 4504.359863
	Iteration 11Q: 3 clusters Score -1011651 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1011765.000000 Penalty: 4504.359863
	Iteration 12Q: 3 clusters Score -1011765 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1011876.437500 Penalty: 4504.359863
	Iteration 13Q: 3 clusters Score -1011876 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1011980.437500 Penalty: 4504.359863
	Iteration 14Q: 3 clusters Score -1011980 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1012067.250000 Penalty: 4504.359863
	Iteration 15Q: 3 clusters Score -1012067 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1012128.687500 Penalty: 4504.359863
	Iteration 16Q: 3 clusters Score -1012129 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1012174.125000 Penalty: 4504.359863
	Iteration 17Q: 3 clusters Score -1012174 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1012224.187500 Penalty: 4504.359863
	Iteration 18Q: 3 clusters Score -1012224 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1012261.562500 Penalty: 4504.359863
	Iteration 19Q: 3 clusters Score -1012262 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1012291.375000 Penalty: 4504.359863
	Iteration 20F: 3 clusters Score -1012291 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1012309.187500 Penalty: 4504.359863
	Iteration 21Q: 3 clusters Score -1012309 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1012331.500000 Penalty: 4504.359863
	Iteration 22Q: 3 clusters Score -1012332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1012344.000000 Penalty: 4504.359863
	Iteration 23Q: 3 clusters Score -1012344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1012354.375000 Penalty: 4504.359863
	Iteration 24Q: 3 clusters Score -1012354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1012360.250000 Penalty: 4504.359863
	Iteration 25Q: 3 clusters Score -1012360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1012361.812500 Penalty: 4504.359863
	Iteration 26Q: 3 clusters Score -1012362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1012364.562500 Penalty: 4504.359863
	Iteration 27Q: 3 clusters Score -1012365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1012366.875000 Penalty: 4504.359863
	Iteration 28Q: 3 clusters Score -1012367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1012367.187500 Penalty: 4504.359863
	Iteration 29Q: 3 clusters Score -1012367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1012368.062500 Penalty: 4504.359863
	Iteration 30Q: 3 clusters Score -1012368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1012368.062500 Penalty: 4504.359863
	Iteration 31F: 3 clusters Score -1012368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64718 members 
Entering Unmasked Estep 
Score: -7947669.500000 Penalty: 2747.293213
	Iteration 0F: 2 clusters Score -7947670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -7904147.000000 Penalty: 5494.586426
	Iteration 0F: 3 clusters Score -7904147 nChanged 30098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -7921220.500000 Penalty: 5494.586426
	Iteration 1F: 3 clusters Score -7921220 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -7922088.500000 Penalty: 5494.586426
	Iteration 2Q: 3 clusters Score -7922088 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -7923374.500000 Penalty: 5494.586426
	Iteration 3Q: 3 clusters Score -7923374 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -7925192.500000 Penalty: 5494.586426
	Iteration 4F: 3 clusters Score -7925192 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -7927884.000000 Penalty: 5494.586426
	Iteration 5F: 3 clusters Score -7927884 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48208 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -7931366.000000 Penalty: 5494.586426
	Iteration 6F: 3 clusters Score -7931366 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -7935019.500000 Penalty: 5494.586426
	Iteration 7F: 3 clusters Score -7935020 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -7938364.000000 Penalty: 5494.586426
	Iteration 8F: 3 clusters Score -7938364 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -7941054.000000 Penalty: 5494.586426
	Iteration 9Q: 3 clusters Score -7941054 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61656 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -7942903.000000 Penalty: 5494.586426
	Iteration 10Q: 3 clusters Score -7942903 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62870 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -7944072.000000 Penalty: 5494.586426
	Iteration 11Q: 3 clusters Score -7944072 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63491 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7944667.000000 Penalty: 5494.586426
	Iteration 12Q: 3 clusters Score -7944667 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63787 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7944993.500000 Penalty: 5494.586426
	Iteration 13Q: 3 clusters Score -7944994 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63927 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7945149.000000 Penalty: 5494.586426
	Iteration 14Q: 3 clusters Score -7945149 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64003 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7945230.000000 Penalty: 5494.586426
	Iteration 15Q: 3 clusters Score -7945230 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64044 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7945282.500000 Penalty: 5494.586426
	Iteration 16Q: 3 clusters Score -7945282 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64069 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7945317.000000 Penalty: 5494.586426
	Iteration 17Q: 3 clusters Score -7945317 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64091 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7945355.500000 Penalty: 5494.586426
	Iteration 18Q: 3 clusters Score -7945356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64106 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7945367.500000 Penalty: 5494.586426
	Iteration 19Q: 3 clusters Score -7945368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64124 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7945386.500000 Penalty: 5494.586426
	Iteration 20F: 3 clusters Score -7945386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64136 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7945410.000000 Penalty: 5494.586426
	Iteration 21Q: 3 clusters Score -7945410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64135 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7945416.500000 Penalty: 5494.586426
	Iteration 22Q: 3 clusters Score -7945416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64142 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7945423.000000 Penalty: 5494.586426
	Iteration 23Q: 3 clusters Score -7945423 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64153 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7945437.500000 Penalty: 5494.586426
	Iteration 24Q: 3 clusters Score -7945438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64153 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7945437.000000 Penalty: 5494.586426
	Iteration 25Q: 3 clusters Score -7945437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64154 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7945440.500000 Penalty: 5494.586426
	Iteration 26Q: 3 clusters Score -7945440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64155 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7945442.000000 Penalty: 5494.586426
	Iteration 27Q: 3 clusters Score -7945442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64155 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7945442.000000 Penalty: 5494.586426
	Iteration 28F: 3 clusters Score -7945442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -82635.742188 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -82635.74 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 382 members 
Entering Unmasked Estep 
Score: -80953.757812 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -80953.76 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -81171.492188 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -81171.49 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -81236.937500 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -81236.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -81261.835938 Penalty: 3266.741211
	Iteration 3Q: 3 clusters Score -81261.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -81285.078125 Penalty: 3266.741211
	Iteration 4Q: 3 clusters Score -81285.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -81301.390625 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -81301.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -81307.109375 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -81307.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -81312.882812 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -81312.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -81316.437500 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -81316.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -81318.281250 Penalty: 3266.741211
	Iteration 9Q: 3 clusters Score -81318.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -81319.851562 Penalty: 3266.741211
	Iteration 10Q: 3 clusters Score -81319.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -81319.851562 Penalty: 3266.741211
	Iteration 11F: 3 clusters Score -81319.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (158383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158383 members 
Entering Unmasked Estep 
Score: -19489104.000000 Penalty: 2969.247314
	Iteration 0F: 2 clusters Score -1.94891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79322 members 
Mstep: Class 2 contains 79061 members 
Entering Unmasked Estep 
Score: -19383316.000000 Penalty: 5938.494629
	Iteration 0F: 3 clusters Score -1.938332e+07 nChanged 76035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80277 members 
Mstep: Class 2 contains 78106 members 
Entering Unmasked Estep 
Score: -19428112.000000 Penalty: 5938.494629
	Iteration 1F: 3 clusters Score -1.942811e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80579 members 
Mstep: Class 2 contains 77804 members 
Entering Unmasked Estep 
Score: -19429672.000000 Penalty: 5938.494629
	Iteration 2Q: 3 clusters Score -1.942967e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81147 members 
Mstep: Class 2 contains 77236 members 
Entering Unmasked Estep 
Score: -19432030.000000 Penalty: 5938.494629
	Iteration 3Q: 3 clusters Score -1.943203e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82055 members 
Mstep: Class 2 contains 76328 members 
Entering Unmasked Estep 
Score: -19434922.000000 Penalty: 5938.494629
	Iteration 4Q: 3 clusters Score -1.943492e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83418 members 
Mstep: Class 2 contains 74965 members 
Entering Unmasked Estep 
Score: -19438502.000000 Penalty: 5938.494629
	Iteration 5Q: 3 clusters Score -1.94385e+07 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85514 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -19442788.000000 Penalty: 5938.494629
	Iteration 6F: 3 clusters Score -1.944279e+07 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88704 members 
Mstep: Class 2 contains 69679 members 
Entering Unmasked Estep 
Score: -19447910.000000 Penalty: 5938.494629
	Iteration 7F: 3 clusters Score -1.944791e+07 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92858 members 
Mstep: Class 2 contains 65525 members 
Entering Unmasked Estep 
Score: -19454432.000000 Penalty: 5938.494629
	Iteration 8F: 3 clusters Score -1.945443e+07 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97342 members 
Mstep: Class 2 contains 61041 members 
Entering Unmasked Estep 
Score: -19461430.000000 Penalty: 5938.494629
	Iteration 9F: 3 clusters Score -1.946143e+07 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101086 members 
Mstep: Class 2 contains 57297 members 
Entering Unmasked Estep 
Score: -19467970.000000 Penalty: 5938.494629
	Iteration 10F: 3 clusters Score -1.946797e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103756 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -19472196.000000 Penalty: 5938.494629
	Iteration 11Q: 3 clusters Score -1.94722e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105526 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -19474162.000000 Penalty: 5938.494629
	Iteration 12Q: 3 clusters Score -1.947416e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106964 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -19475452.000000 Penalty: 5938.494629
	Iteration 13Q: 3 clusters Score -1.947545e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108259 members 
Mstep: Class 2 contains 50124 members 
Entering Unmasked Estep 
Score: -19476286.000000 Penalty: 5938.494629
	Iteration 14Q: 3 clusters Score -1.947629e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109449 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -19476860.000000 Penalty: 5938.494629
	Iteration 15Q: 3 clusters Score -1.947686e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110568 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -19477404.000000 Penalty: 5938.494629
	Iteration 16Q: 3 clusters Score -1.94774e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111613 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -19477878.000000 Penalty: 5938.494629
	Iteration 17Q: 3 clusters Score -1.947788e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112602 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -19478242.000000 Penalty: 5938.494629
	Iteration 18Q: 3 clusters Score -1.947824e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113509 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -19478470.000000 Penalty: 5938.494629
	Iteration 19Q: 3 clusters Score -1.947847e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114432 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -19478662.000000 Penalty: 5938.494629
	Iteration 20F: 3 clusters Score -1.947866e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115344 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -19478852.000000 Penalty: 5938.494629
	Iteration 21Q: 3 clusters Score -1.947885e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116218 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -19479046.000000 Penalty: 5938.494629
	Iteration 22Q: 3 clusters Score -1.947905e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117098 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -19479210.000000 Penalty: 5938.494629
	Iteration 23Q: 3 clusters Score -1.947921e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118030 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -19479340.000000 Penalty: 5938.494629
	Iteration 24Q: 3 clusters Score -1.947934e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118983 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -19479420.000000 Penalty: 5938.494629
	Iteration 25Q: 3 clusters Score -1.947942e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119909 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -19479624.000000 Penalty: 5938.494629
	Iteration 26Q: 3 clusters Score -1.947962e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120855 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -19479750.000000 Penalty: 5938.494629
	Iteration 27Q: 3 clusters Score -1.947975e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121846 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -19480032.000000 Penalty: 5938.494629
	Iteration 28Q: 3 clusters Score -1.948003e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122849 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -19480284.000000 Penalty: 5938.494629
	Iteration 29Q: 3 clusters Score -1.948028e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123836 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -19480490.000000 Penalty: 5938.494629
	Iteration 30Q: 3 clusters Score -1.948049e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124832 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -19480658.000000 Penalty: 5938.494629
	Iteration 31Q: 3 clusters Score -1.948066e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125837 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -19480916.000000 Penalty: 5938.494629
	Iteration 32Q: 3 clusters Score -1.948092e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126867 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -19481138.000000 Penalty: 5938.494629
	Iteration 33Q: 3 clusters Score -1.948114e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127890 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -19481358.000000 Penalty: 5938.494629
	Iteration 34Q: 3 clusters Score -1.948136e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128900 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -19481674.000000 Penalty: 5938.494629
	Iteration 35Q: 3 clusters Score -1.948167e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129942 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -19481846.000000 Penalty: 5938.494629
	Iteration 36Q: 3 clusters Score -1.948185e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131005 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -19482108.000000 Penalty: 5938.494629
	Iteration 37Q: 3 clusters Score -1.948211e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132062 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -19482360.000000 Penalty: 5938.494629
	Iteration 38Q: 3 clusters Score -1.948236e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133181 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -19482572.000000 Penalty: 5938.494629
	Iteration 39Q: 3 clusters Score -1.948257e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134282 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -19482804.000000 Penalty: 5938.494629
	Iteration 40F: 3 clusters Score -1.94828e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135370 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -19483114.000000 Penalty: 5938.494629
	Iteration 41Q: 3 clusters Score -1.948311e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136421 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -19483366.000000 Penalty: 5938.494629
	Iteration 42Q: 3 clusters Score -1.948337e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137447 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -19483640.000000 Penalty: 5938.494629
	Iteration 43Q: 3 clusters Score -1.948364e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138467 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -19483890.000000 Penalty: 5938.494629
	Iteration 44Q: 3 clusters Score -1.948389e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139500 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -19484166.000000 Penalty: 5938.494629
	Iteration 45Q: 3 clusters Score -1.948417e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140483 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -19484380.000000 Penalty: 5938.494629
	Iteration 46Q: 3 clusters Score -1.948438e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141422 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -19484636.000000 Penalty: 5938.494629
	Iteration 47Q: 3 clusters Score -1.948464e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142332 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -19484842.000000 Penalty: 5938.494629
	Iteration 48Q: 3 clusters Score -1.948484e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143192 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -19485112.000000 Penalty: 5938.494629
	Iteration 49Q: 3 clusters Score -1.948511e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143990 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -19485296.000000 Penalty: 5938.494629
	Iteration 50Q: 3 clusters Score -1.94853e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144768 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -19485560.000000 Penalty: 5938.494629
	Iteration 51Q: 3 clusters Score -1.948556e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145539 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -19485764.000000 Penalty: 5938.494629
	Iteration 52Q: 3 clusters Score -1.948576e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146241 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -19485974.000000 Penalty: 5938.494629
	Iteration 53Q: 3 clusters Score -1.948597e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146894 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -19486154.000000 Penalty: 5938.494629
	Iteration 54Q: 3 clusters Score -1.948615e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147533 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -19486250.000000 Penalty: 5938.494629
	Iteration 55Q: 3 clusters Score -1.948625e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148108 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -19486438.000000 Penalty: 5938.494629
	Iteration 56Q: 3 clusters Score -1.948644e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148608 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -19486536.000000 Penalty: 5938.494629
	Iteration 57Q: 3 clusters Score -1.948654e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149063 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -19486690.000000 Penalty: 5938.494629
	Iteration 58Q: 3 clusters Score -1.948669e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149488 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -19486818.000000 Penalty: 5938.494629
	Iteration 59Q: 3 clusters Score -1.948682e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149913 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -19486928.000000 Penalty: 5938.494629
	Iteration 60F: 3 clusters Score -1.948693e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150317 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -19486954.000000 Penalty: 5938.494629
	Iteration 61Q: 3 clusters Score -1.948695e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150715 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -19487050.000000 Penalty: 5938.494629
	Iteration 62Q: 3 clusters Score -1.948705e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151114 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -19487212.000000 Penalty: 5938.494629
	Iteration 63Q: 3 clusters Score -1.948721e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151475 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -19487352.000000 Penalty: 5938.494629
	Iteration 64Q: 3 clusters Score -1.948735e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151763 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -19487362.000000 Penalty: 5938.494629
	Iteration 65Q: 3 clusters Score -1.948736e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152017 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -19487394.000000 Penalty: 5938.494629
	Iteration 66Q: 3 clusters Score -1.948739e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152255 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -19487430.000000 Penalty: 5938.494629
	Iteration 67Q: 3 clusters Score -1.948743e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152468 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -19487460.000000 Penalty: 5938.494629
	Iteration 68Q: 3 clusters Score -1.948746e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152669 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -19487470.000000 Penalty: 5938.494629
	Iteration 69Q: 3 clusters Score -1.948747e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152859 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -19487550.000000 Penalty: 5938.494629
	Iteration 70Q: 3 clusters Score -1.948755e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153034 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -19487540.000000 Penalty: 5938.494629
	Iteration 71Q: 3 clusters Score -1.948754e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153189 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -19487552.000000 Penalty: 5938.494629
	Iteration 72Q: 3 clusters Score -1.948755e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153352 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -19487594.000000 Penalty: 5938.494629
	Iteration 73Q: 3 clusters Score -1.948759e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153520 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -19487670.000000 Penalty: 5938.494629
	Iteration 74Q: 3 clusters Score -1.948767e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153687 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -19487712.000000 Penalty: 5938.494629
	Iteration 75Q: 3 clusters Score -1.948771e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153817 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -19487754.000000 Penalty: 5938.494629
	Iteration 76Q: 3 clusters Score -1.948775e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153933 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -19487748.000000 Penalty: 5938.494629
	Iteration 77Q: 3 clusters Score -1.948775e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154028 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -19487758.000000 Penalty: 5938.494629
	Iteration 78Q: 3 clusters Score -1.948776e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154114 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -19487754.000000 Penalty: 5938.494629
	Iteration 79Q: 3 clusters Score -1.948775e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154201 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -19487786.000000 Penalty: 5938.494629
	Iteration 80F: 3 clusters Score -1.948779e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154284 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -19487798.000000 Penalty: 5938.494629
	Iteration 81Q: 3 clusters Score -1.94878e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154353 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -19487810.000000 Penalty: 5938.494629
	Iteration 82Q: 3 clusters Score -1.948781e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154406 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -19487832.000000 Penalty: 5938.494629
	Iteration 83Q: 3 clusters Score -1.948783e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154456 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -19487832.000000 Penalty: 5938.494629
	Iteration 84Q: 3 clusters Score -1.948783e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154478 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -19487848.000000 Penalty: 5938.494629
	Iteration 85Q: 3 clusters Score -1.948785e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154498 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -19487842.000000 Penalty: 5938.494629
	Iteration 86Q: 3 clusters Score -1.948784e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154511 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -19487856.000000 Penalty: 5938.494629
	Iteration 87Q: 3 clusters Score -1.948786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154521 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -19487848.000000 Penalty: 5938.494629
	Iteration 88Q: 3 clusters Score -1.948785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154531 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -19487844.000000 Penalty: 5938.494629
	Iteration 89Q: 3 clusters Score -1.948784e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154544 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -19487840.000000 Penalty: 5938.494629
	Iteration 90Q: 3 clusters Score -1.948784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154553 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -19487848.000000 Penalty: 5938.494629
	Iteration 91Q: 3 clusters Score -1.948785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154558 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -19487850.000000 Penalty: 5938.494629
	Iteration 92Q: 3 clusters Score -1.948785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154564 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -19487836.000000 Penalty: 5938.494629
	Iteration 93Q: 3 clusters Score -1.948784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154564 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -19487842.000000 Penalty: 5938.494629
	Iteration 94Q: 3 clusters Score -1.948784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154565 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -19487844.000000 Penalty: 5938.494629
	Iteration 95Q: 3 clusters Score -1.948784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154571 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -19487836.000000 Penalty: 5938.494629
	Iteration 96Q: 3 clusters Score -1.948784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154577 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -19487830.000000 Penalty: 5938.494629
	Iteration 97Q: 3 clusters Score -1.948783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154588 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -19487848.000000 Penalty: 5938.494629
	Iteration 98Q: 3 clusters Score -1.948785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154595 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -19487854.000000 Penalty: 5938.494629
	Iteration 99Q: 3 clusters Score -1.948785e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154600 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -19487848.000000 Penalty: 5938.494629
	Iteration 100F: 3 clusters Score -1.948785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154609 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -19487858.000000 Penalty: 5938.494629
	Iteration 101Q: 3 clusters Score -1.948786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154615 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -19487880.000000 Penalty: 5938.494629
	Iteration 102Q: 3 clusters Score -1.948788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154618 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -19487872.000000 Penalty: 5938.494629
	Iteration 103Q: 3 clusters Score -1.948787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154624 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -19487876.000000 Penalty: 5938.494629
	Iteration 104Q: 3 clusters Score -1.948788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154624 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -19487880.000000 Penalty: 5938.494629
	Iteration 105Q: 3 clusters Score -1.948788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154624 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -19487880.000000 Penalty: 5938.494629
	Iteration 106F: 3 clusters Score -1.948788e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57087 members 
Entering Unmasked Estep 
Score: -6821024.000000 Penalty: 2716.178223
	Iteration 0F: 2 clusters Score -6821024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -6782807.500000 Penalty: 5432.356445
	Iteration 0F: 3 clusters Score -6782808 nChanged 26435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -6797391.000000 Penalty: 5432.356445
	Iteration 1F: 3 clusters Score -6797391 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -6798082.500000 Penalty: 5432.356445
	Iteration 2Q: 3 clusters Score -6798082 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -6798886.000000 Penalty: 5432.356445
	Iteration 3Q: 3 clusters Score -6798886 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -6799832.500000 Penalty: 5432.356445
	Iteration 4Q: 3 clusters Score -6799832 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -6800901.000000 Penalty: 5432.356445
	Iteration 5Q: 3 clusters Score -6800901 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -6802059.000000 Penalty: 5432.356445
	Iteration 6Q: 3 clusters Score -6802059 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -6803262.000000 Penalty: 5432.356445
	Iteration 7F: 3 clusters Score -6803262 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -6804617.000000 Penalty: 5432.356445
	Iteration 8F: 3 clusters Score -6804617 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -6806430.500000 Penalty: 5432.356445
	Iteration 9F: 3 clusters Score -6806430 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -6808485.000000 Penalty: 5432.356445
	Iteration 10F: 3 clusters Score -6808485 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -6810952.000000 Penalty: 5432.356445
	Iteration 11F: 3 clusters Score -6810952 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -6813474.500000 Penalty: 5432.356445
	Iteration 12F: 3 clusters Score -6813474 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -6815625.500000 Penalty: 5432.356445
	Iteration 13Q: 3 clusters Score -6815626 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 54247 members 
Entering Unmasked Estep 
Score: -6817077.500000 Penalty: 5432.356445
	Iteration 14Q: 3 clusters Score -6817078 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 55321 members 
Entering Unmasked Estep 
Score: -6817952.500000 Penalty: 5432.356445
	Iteration 15Q: 3 clusters Score -6817952 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -6818483.000000 Penalty: 5432.356445
	Iteration 16Q: 3 clusters Score -6818483 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 56139 members 
Entering Unmasked Estep 
Score: -6818808.500000 Penalty: 5432.356445
	Iteration 17Q: 3 clusters Score -6818808 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
Score: -6819038.000000 Penalty: 5432.356445
	Iteration 18Q: 3 clusters Score -6819038 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 56290 members 
Entering Unmasked Estep 
Score: -6819290.000000 Penalty: 5432.356445
	Iteration 19Q: 3 clusters Score -6819290 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 56313 members 
Entering Unmasked Estep 
Score: -6819535.500000 Penalty: 5432.356445
	Iteration 20F: 3 clusters Score -6819536 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 56299 members 
Entering Unmasked Estep 
Score: -6819778.000000 Penalty: 5432.356445
	Iteration 21Q: 3 clusters Score -6819778 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 56283 members 
Entering Unmasked Estep 
Score: -6819981.000000 Penalty: 5432.356445
	Iteration 22Q: 3 clusters Score -6819981 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 56276 members 
Entering Unmasked Estep 
Score: -6820096.000000 Penalty: 5432.356445
	Iteration 23Q: 3 clusters Score -6820096 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 56265 members 
Entering Unmasked Estep 
Score: -6820144.500000 Penalty: 5432.356445
	Iteration 24Q: 3 clusters Score -6820144 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
Score: -6820174.500000 Penalty: 5432.356445
	Iteration 25Q: 3 clusters Score -6820174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -6820182.500000 Penalty: 5432.356445
	Iteration 26Q: 3 clusters Score -6820182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -6820189.500000 Penalty: 5432.356445
	Iteration 27Q: 3 clusters Score -6820190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 56242 members 
Entering Unmasked Estep 
Score: -6820212.000000 Penalty: 5432.356445
	Iteration 28Q: 3 clusters Score -6820212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 56230 members 
Entering Unmasked Estep 
Score: -6820220.000000 Penalty: 5432.356445
	Iteration 29Q: 3 clusters Score -6820220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 56228 members 
Entering Unmasked Estep 
Score: -6820227.500000 Penalty: 5432.356445
	Iteration 30Q: 3 clusters Score -6820228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 56227 members 
Entering Unmasked Estep 
Score: -6820231.500000 Penalty: 5432.356445
	Iteration 31Q: 3 clusters Score -6820232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 56228 members 
Entering Unmasked Estep 
Score: -6820240.000000 Penalty: 5432.356445
	Iteration 32Q: 3 clusters Score -6820240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 56228 members 
Entering Unmasked Estep 
Score: -6820234.000000 Penalty: 5432.356445
	Iteration 33Q: 3 clusters Score -6820234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 56228 members 
Entering Unmasked Estep 
Score: -6820231.000000 Penalty: 5432.356445
	Iteration 34Q: 3 clusters Score -6820231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 56228 members 
Entering Unmasked Estep 
Score: -6820248.000000 Penalty: 5432.356445
	Iteration 35Q: 3 clusters Score -6820248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 56226 members 
Entering Unmasked Estep 
Score: -6820244.500000 Penalty: 5432.356445
	Iteration 36Q: 3 clusters Score -6820244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 56227 members 
Entering Unmasked Estep 
Score: -6820246.500000 Penalty: 5432.356445
	Iteration 37Q: 3 clusters Score -6820246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 56227 members 
Entering Unmasked Estep 
Score: -6820246.500000 Penalty: 5432.356445
	Iteration 38F: 3 clusters Score -6820246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Entering Unmasked Estep 
Score: -769414.437500 Penalty: 2176.986572
	Iteration 0F: 2 clusters Score -769414.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -763940.625000 Penalty: 4353.973145
	Iteration 0F: 3 clusters Score -763940.6 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -765338.312500 Penalty: 4353.973145
	Iteration 1F: 3 clusters Score -765338.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -765570.750000 Penalty: 4353.973145
	Iteration 2F: 3 clusters Score -765570.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -765711.125000 Penalty: 4353.973145
	Iteration 3Q: 3 clusters Score -765711.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -765843.000000 Penalty: 4353.973145
	Iteration 4Q: 3 clusters Score -765843 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -766000.437500 Penalty: 4353.973145
	Iteration 5Q: 3 clusters Score -766000.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -766146.062500 Penalty: 4353.973145
	Iteration 6Q: 3 clusters Score -766146.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -766282.250000 Penalty: 4353.973145
	Iteration 7Q: 3 clusters Score -766282.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -766405.875000 Penalty: 4353.973145
	Iteration 8Q: 3 clusters Score -766405.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -766515.437500 Penalty: 4353.973145
	Iteration 9Q: 3 clusters Score -766515.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -766625.187500 Penalty: 4353.973145
	Iteration 10Q: 3 clusters Score -766625.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -766732.062500 Penalty: 4353.973145
	Iteration 11Q: 3 clusters Score -766732.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -766822.937500 Penalty: 4353.973145
	Iteration 12Q: 3 clusters Score -766822.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -766915.062500 Penalty: 4353.973145
	Iteration 13Q: 3 clusters Score -766915.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -766990.562500 Penalty: 4353.973145
	Iteration 14Q: 3 clusters Score -766990.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -767071.000000 Penalty: 4353.973145
	Iteration 15Q: 3 clusters Score -767071 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -767147.687500 Penalty: 4353.973145
	Iteration 16Q: 3 clusters Score -767147.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -767211.750000 Penalty: 4353.973145
	Iteration 17Q: 3 clusters Score -767211.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -767267.437500 Penalty: 4353.973145
	Iteration 18Q: 3 clusters Score -767267.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -767326.000000 Penalty: 4353.973145
	Iteration 19Q: 3 clusters Score -767326 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -767383.437500 Penalty: 4353.973145
	Iteration 20F: 3 clusters Score -767383.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -767435.062500 Penalty: 4353.973145
	Iteration 21Q: 3 clusters Score -767435.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -767485.937500 Penalty: 4353.973145
	Iteration 22Q: 3 clusters Score -767485.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -767527.312500 Penalty: 4353.973145
	Iteration 23Q: 3 clusters Score -767527.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -767555.875000 Penalty: 4353.973145
	Iteration 24Q: 3 clusters Score -767555.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -767581.250000 Penalty: 4353.973145
	Iteration 25Q: 3 clusters Score -767581.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -767599.812500 Penalty: 4353.973145
	Iteration 26Q: 3 clusters Score -767599.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -767618.875000 Penalty: 4353.973145
	Iteration 27Q: 3 clusters Score -767618.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -767636.500000 Penalty: 4353.973145
	Iteration 28Q: 3 clusters Score -767636.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -767663.187500 Penalty: 4353.973145
	Iteration 29Q: 3 clusters Score -767663.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -767686.437500 Penalty: 4353.973145
	Iteration 30Q: 3 clusters Score -767686.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -767711.375000 Penalty: 4353.973145
	Iteration 31Q: 3 clusters Score -767711.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -767733.125000 Penalty: 4353.973145
	Iteration 32Q: 3 clusters Score -767733.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -767747.312500 Penalty: 4353.973145
	Iteration 33Q: 3 clusters Score -767747.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -767755.312500 Penalty: 4353.973145
	Iteration 34Q: 3 clusters Score -767755.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -767756.250000 Penalty: 4353.973145
	Iteration 35Q: 3 clusters Score -767756.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -767760.000000 Penalty: 4353.973145
	Iteration 36Q: 3 clusters Score -767760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -767763.625000 Penalty: 4353.973145
	Iteration 37Q: 3 clusters Score -767763.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -767767.562500 Penalty: 4353.973145
	Iteration 38Q: 3 clusters Score -767767.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -767769.312500 Penalty: 4353.973145
	Iteration 39Q: 3 clusters Score -767769.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -767773.937500 Penalty: 4353.973145
	Iteration 40F: 3 clusters Score -767773.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -767780.687500 Penalty: 4353.973145
	Iteration 41Q: 3 clusters Score -767780.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -767783.937500 Penalty: 4353.973145
	Iteration 42Q: 3 clusters Score -767783.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -767788.062500 Penalty: 4353.973145
	Iteration 43Q: 3 clusters Score -767788.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -767790.500000 Penalty: 4353.973145
	Iteration 44Q: 3 clusters Score -767790.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -767790.562500 Penalty: 4353.973145
	Iteration 45Q: 3 clusters Score -767790.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -767793.250000 Penalty: 4353.973145
	Iteration 46Q: 3 clusters Score -767793.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -767793.812500 Penalty: 4353.973145
	Iteration 47Q: 3 clusters Score -767793.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -767793.812500 Penalty: 4353.973145
	Iteration 48Q: 3 clusters Score -767793.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -767793.812500 Penalty: 4353.973145
	Iteration 49F: 3 clusters Score -767793.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Entering Unmasked Estep 
Score: -331353.156250 Penalty: 1966.423340
	Iteration 0F: 2 clusters Score -331353.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -328222.562500 Penalty: 3932.846680
	Iteration 0F: 3 clusters Score -328222.6 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -328802.718750 Penalty: 3932.846680
	Iteration 1F: 3 clusters Score -328802.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -329026.125000 Penalty: 3932.846680
	Iteration 2F: 3 clusters Score -329026.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -329207.906250 Penalty: 3932.846680
	Iteration 3F: 3 clusters Score -329207.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -329356.437500 Penalty: 3932.846680
	Iteration 4Q: 3 clusters Score -329356.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -329466.375000 Penalty: 3932.846680
	Iteration 5Q: 3 clusters Score -329466.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -329549.000000 Penalty: 3932.846680
	Iteration 6Q: 3 clusters Score -329549 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -329606.218750 Penalty: 3932.846680
	Iteration 7Q: 3 clusters Score -329606.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -329639.750000 Penalty: 3932.846680
	Iteration 8Q: 3 clusters Score -329639.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -329663.593750 Penalty: 3932.846680
	Iteration 9Q: 3 clusters Score -329663.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -329682.062500 Penalty: 3932.846680
	Iteration 10Q: 3 clusters Score -329682.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -329698.531250 Penalty: 3932.846680
	Iteration 11Q: 3 clusters Score -329698.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -329710.187500 Penalty: 3932.846680
	Iteration 12Q: 3 clusters Score -329710.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -329733.031250 Penalty: 3932.846680
	Iteration 13Q: 3 clusters Score -329733 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -329757.843750 Penalty: 3932.846680
	Iteration 14Q: 3 clusters Score -329757.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -329785.187500 Penalty: 3932.846680
	Iteration 15Q: 3 clusters Score -329785.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -329815.531250 Penalty: 3932.846680
	Iteration 16Q: 3 clusters Score -329815.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -329842.875000 Penalty: 3932.846680
	Iteration 17Q: 3 clusters Score -329842.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -329889.406250 Penalty: 3932.846680
	Iteration 18Q: 3 clusters Score -329889.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -329956.593750 Penalty: 3932.846680
	Iteration 19Q: 3 clusters Score -329956.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -330005.562500 Penalty: 3932.846680
	Iteration 20F: 3 clusters Score -330005.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -330045.125000 Penalty: 3932.846680
	Iteration 21Q: 3 clusters Score -330045.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -330075.687500 Penalty: 3932.846680
	Iteration 22Q: 3 clusters Score -330075.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -330100.437500 Penalty: 3932.846680
	Iteration 23Q: 3 clusters Score -330100.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -330121.218750 Penalty: 3932.846680
	Iteration 24Q: 3 clusters Score -330121.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -330143.343750 Penalty: 3932.846680
	Iteration 25Q: 3 clusters Score -330143.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -330169.937500 Penalty: 3932.846680
	Iteration 26Q: 3 clusters Score -330169.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -330199.750000 Penalty: 3932.846680
	Iteration 27Q: 3 clusters Score -330199.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -330224.875000 Penalty: 3932.846680
	Iteration 28Q: 3 clusters Score -330224.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -330253.968750 Penalty: 3932.846680
	Iteration 29Q: 3 clusters Score -330254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -330268.906250 Penalty: 3932.846680
	Iteration 30Q: 3 clusters Score -330268.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -330287.062500 Penalty: 3932.846680
	Iteration 31Q: 3 clusters Score -330287.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -330308.125000 Penalty: 3932.846680
	Iteration 32Q: 3 clusters Score -330308.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -330326.718750 Penalty: 3932.846680
	Iteration 33Q: 3 clusters Score -330326.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -330339.187500 Penalty: 3932.846680
	Iteration 34Q: 3 clusters Score -330339.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -330350.718750 Penalty: 3932.846680
	Iteration 35Q: 3 clusters Score -330350.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -330366.593750 Penalty: 3932.846680
	Iteration 36Q: 3 clusters Score -330366.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -330389.406250 Penalty: 3932.846680
	Iteration 37Q: 3 clusters Score -330389.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -330404.843750 Penalty: 3932.846680
	Iteration 38Q: 3 clusters Score -330404.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -330416.250000 Penalty: 3932.846680
	Iteration 39Q: 3 clusters Score -330416.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -330422.812500 Penalty: 3932.846680
	Iteration 40F: 3 clusters Score -330422.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -330427.781250 Penalty: 3932.846680
	Iteration 41Q: 3 clusters Score -330427.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -330428.906250 Penalty: 3932.846680
	Iteration 42Q: 3 clusters Score -330428.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -330428.906250 Penalty: 3932.846680
	Iteration 43F: 3 clusters Score -330428.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Entering Unmasked Estep 
Score: -1053795.750000 Penalty: 2259.983887
	Iteration 0F: 2 clusters Score -1053796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1046678.312500 Penalty: 4519.967773
	Iteration 0F: 3 clusters Score -1046678 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1048728.375000 Penalty: 4519.967773
	Iteration 1F: 3 clusters Score -1048728 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1049048.250000 Penalty: 4519.967773
	Iteration 2F: 3 clusters Score -1049048 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1049269.125000 Penalty: 4519.967773
	Iteration 3F: 3 clusters Score -1049269 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1049441.375000 Penalty: 4519.967773
	Iteration 4Q: 3 clusters Score -1049441 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1049588.625000 Penalty: 4519.967773
	Iteration 5Q: 3 clusters Score -1049589 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1049699.250000 Penalty: 4519.967773
	Iteration 6Q: 3 clusters Score -1049699 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1049785.500000 Penalty: 4519.967773
	Iteration 7Q: 3 clusters Score -1049786 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1049856.250000 Penalty: 4519.967773
	Iteration 8Q: 3 clusters Score -1049856 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1049916.375000 Penalty: 4519.967773
	Iteration 9Q: 3 clusters Score -1049916 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1049962.500000 Penalty: 4519.967773
	Iteration 10Q: 3 clusters Score -1049962 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1050002.375000 Penalty: 4519.967773
	Iteration 11Q: 3 clusters Score -1050002 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1050038.500000 Penalty: 4519.967773
	Iteration 12Q: 3 clusters Score -1050038 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1050065.875000 Penalty: 4519.967773
	Iteration 13Q: 3 clusters Score -1050066 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1050096.875000 Penalty: 4519.967773
	Iteration 14Q: 3 clusters Score -1050097 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1050124.375000 Penalty: 4519.967773
	Iteration 15Q: 3 clusters Score -1050124 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1050146.500000 Penalty: 4519.967773
	Iteration 16Q: 3 clusters Score -1050146 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1050166.625000 Penalty: 4519.967773
	Iteration 17Q: 3 clusters Score -1050167 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1050188.250000 Penalty: 4519.967773
	Iteration 18Q: 3 clusters Score -1050188 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1050212.625000 Penalty: 4519.967773
	Iteration 19Q: 3 clusters Score -1050213 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1050240.500000 Penalty: 4519.967773
	Iteration 20F: 3 clusters Score -1050240 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1050269.625000 Penalty: 4519.967773
	Iteration 21Q: 3 clusters Score -1050270 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1050289.500000 Penalty: 4519.967773
	Iteration 22Q: 3 clusters Score -1050290 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1050314.125000 Penalty: 4519.967773
	Iteration 23Q: 3 clusters Score -1050314 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1050338.750000 Penalty: 4519.967773
	Iteration 24Q: 3 clusters Score -1050339 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1050359.250000 Penalty: 4519.967773
	Iteration 25Q: 3 clusters Score -1050359 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1050387.250000 Penalty: 4519.967773
	Iteration 26Q: 3 clusters Score -1050387 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1050410.875000 Penalty: 4519.967773
	Iteration 27Q: 3 clusters Score -1050411 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1050443.250000 Penalty: 4519.967773
	Iteration 28Q: 3 clusters Score -1050443 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1050472.625000 Penalty: 4519.967773
	Iteration 29Q: 3 clusters Score -1050473 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1050502.750000 Penalty: 4519.967773
	Iteration 30Q: 3 clusters Score -1050503 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1050529.125000 Penalty: 4519.967773
	Iteration 31Q: 3 clusters Score -1050529 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1050553.750000 Penalty: 4519.967773
	Iteration 32Q: 3 clusters Score -1050554 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1050572.125000 Penalty: 4519.967773
	Iteration 33Q: 3 clusters Score -1050572 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1050592.500000 Penalty: 4519.967773
	Iteration 34Q: 3 clusters Score -1050592 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1050609.375000 Penalty: 4519.967773
	Iteration 35Q: 3 clusters Score -1050609 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1050627.125000 Penalty: 4519.967773
	Iteration 36Q: 3 clusters Score -1050627 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1050655.375000 Penalty: 4519.967773
	Iteration 37Q: 3 clusters Score -1050655 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1050681.500000 Penalty: 4519.967773
	Iteration 38Q: 3 clusters Score -1050682 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1050707.000000 Penalty: 4519.967773
	Iteration 39Q: 3 clusters Score -1050707 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1050731.000000 Penalty: 4519.967773
	Iteration 40F: 3 clusters Score -1050731 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1050756.375000 Penalty: 4519.967773
	Iteration 41Q: 3 clusters Score -1050756 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1050788.125000 Penalty: 4519.967773
	Iteration 42Q: 3 clusters Score -1050788 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1050829.000000 Penalty: 4519.967773
	Iteration 43Q: 3 clusters Score -1050829 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1050870.375000 Penalty: 4519.967773
	Iteration 44Q: 3 clusters Score -1050870 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1050921.750000 Penalty: 4519.967773
	Iteration 45Q: 3 clusters Score -1050922 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1050965.875000 Penalty: 4519.967773
	Iteration 46Q: 3 clusters Score -1050966 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1051024.750000 Penalty: 4519.967773
	Iteration 47Q: 3 clusters Score -1051025 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1051074.625000 Penalty: 4519.967773
	Iteration 48Q: 3 clusters Score -1051075 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1051115.625000 Penalty: 4519.967773
	Iteration 49Q: 3 clusters Score -1051116 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1051157.375000 Penalty: 4519.967773
	Iteration 50Q: 3 clusters Score -1051157 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1051206.500000 Penalty: 4519.967773
	Iteration 51Q: 3 clusters Score -1051206 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1051265.625000 Penalty: 4519.967773
	Iteration 52Q: 3 clusters Score -1051266 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1051359.625000 Penalty: 4519.967773
	Iteration 53Q: 3 clusters Score -1051360 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1051441.125000 Penalty: 4519.967773
	Iteration 54Q: 3 clusters Score -1051441 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1051513.500000 Penalty: 4519.967773
	Iteration 55Q: 3 clusters Score -1051514 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1051603.250000 Penalty: 4519.967773
	Iteration 56Q: 3 clusters Score -1051603 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1051680.250000 Penalty: 4519.967773
	Iteration 57Q: 3 clusters Score -1051680 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1051728.000000 Penalty: 4519.967773
	Iteration 58Q: 3 clusters Score -1051728 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1051763.250000 Penalty: 4519.967773
	Iteration 59Q: 3 clusters Score -1051763 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1051782.875000 Penalty: 4519.967773
	Iteration 60F: 3 clusters Score -1051783 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1051798.625000 Penalty: 4519.967773
	Iteration 61Q: 3 clusters Score -1051799 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1051816.500000 Penalty: 4519.967773
	Iteration 62Q: 3 clusters Score -1051816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1051837.750000 Penalty: 4519.967773
	Iteration 63Q: 3 clusters Score -1051838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1051847.875000 Penalty: 4519.967773
	Iteration 64Q: 3 clusters Score -1051848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1051857.125000 Penalty: 4519.967773
	Iteration 65Q: 3 clusters Score -1051857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1051864.000000 Penalty: 4519.967773
	Iteration 66Q: 3 clusters Score -1051864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1051868.500000 Penalty: 4519.967773
	Iteration 67Q: 3 clusters Score -1051868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1051871.250000 Penalty: 4519.967773
	Iteration 68Q: 3 clusters Score -1051871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1051871.875000 Penalty: 4519.967773
	Iteration 69Q: 3 clusters Score -1051872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1051874.125000 Penalty: 4519.967773
	Iteration 70Q: 3 clusters Score -1051874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1051875.125000 Penalty: 4519.967773
	Iteration 71Q: 3 clusters Score -1051875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1051875.625000 Penalty: 4519.967773
	Iteration 72Q: 3 clusters Score -1051876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1051875.375000 Penalty: 4519.967773
	Iteration 73Q: 3 clusters Score -1051875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1051876.000000 Penalty: 4519.967773
	Iteration 74Q: 3 clusters Score -1051876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1051876.000000 Penalty: 4519.967773
	Iteration 75F: 3 clusters Score -1051876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (42399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Entering Unmasked Estep 
Score: -5176214.500000 Penalty: 2642.410400
	Iteration 0F: 2 clusters Score -5176214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -5147428.000000 Penalty: 5284.820801
	Iteration 0F: 3 clusters Score -5147428 nChanged 19402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -5158167.500000 Penalty: 5284.820801
	Iteration 1F: 3 clusters Score -5158168 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -5158679.000000 Penalty: 5284.820801
	Iteration 2Q: 3 clusters Score -5158679 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -5159225.000000 Penalty: 5284.820801
	Iteration 3Q: 3 clusters Score -5159225 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -5159818.500000 Penalty: 5284.820801
	Iteration 4Q: 3 clusters Score -5159818 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -5160403.000000 Penalty: 5284.820801
	Iteration 5Q: 3 clusters Score -5160403 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -5161193.000000 Penalty: 5284.820801
	Iteration 6Q: 3 clusters Score -5161193 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -5162172.000000 Penalty: 5284.820801
	Iteration 7Q: 3 clusters Score -5162172 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -5163412.000000 Penalty: 5284.820801
	Iteration 8F: 3 clusters Score -5163412 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -5164835.500000 Penalty: 5284.820801
	Iteration 9F: 3 clusters Score -5164836 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -5166276.000000 Penalty: 5284.820801
	Iteration 10F: 3 clusters Score -5166276 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -5167808.000000 Penalty: 5284.820801
	Iteration 11F: 3 clusters Score -5167808 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -5169117.000000 Penalty: 5284.820801
	Iteration 12Q: 3 clusters Score -5169117 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -5170373.000000 Penalty: 5284.820801
	Iteration 13Q: 3 clusters Score -5170373 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -5171551.000000 Penalty: 5284.820801
	Iteration 14Q: 3 clusters Score -5171551 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -5172365.500000 Penalty: 5284.820801
	Iteration 15Q: 3 clusters Score -5172366 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -5172753.500000 Penalty: 5284.820801
	Iteration 16Q: 3 clusters Score -5172754 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -5172964.000000 Penalty: 5284.820801
	Iteration 17Q: 3 clusters Score -5172964 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -5173103.500000 Penalty: 5284.820801
	Iteration 18Q: 3 clusters Score -5173104 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -5173172.500000 Penalty: 5284.820801
	Iteration 19Q: 3 clusters Score -5173172 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -5173250.500000 Penalty: 5284.820801
	Iteration 20F: 3 clusters Score -5173250 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -5173300.500000 Penalty: 5284.820801
	Iteration 21Q: 3 clusters Score -5173300 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -5173364.500000 Penalty: 5284.820801
	Iteration 22Q: 3 clusters Score -5173364 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -5173386.500000 Penalty: 5284.820801
	Iteration 23Q: 3 clusters Score -5173386 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -5173411.500000 Penalty: 5284.820801
	Iteration 24Q: 3 clusters Score -5173412 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -5173422.500000 Penalty: 5284.820801
	Iteration 25Q: 3 clusters Score -5173422 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -5173446.500000 Penalty: 5284.820801
	Iteration 26Q: 3 clusters Score -5173446 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -5173475.000000 Penalty: 5284.820801
	Iteration 27Q: 3 clusters Score -5173475 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -5173502.500000 Penalty: 5284.820801
	Iteration 28Q: 3 clusters Score -5173502 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -5173519.000000 Penalty: 5284.820801
	Iteration 29Q: 3 clusters Score -5173519 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -5173546.500000 Penalty: 5284.820801
	Iteration 30Q: 3 clusters Score -5173546 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -5173558.500000 Penalty: 5284.820801
	Iteration 31Q: 3 clusters Score -5173558 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -5173588.000000 Penalty: 5284.820801
	Iteration 32Q: 3 clusters Score -5173588 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -5173622.000000 Penalty: 5284.820801
	Iteration 33Q: 3 clusters Score -5173622 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -5173649.500000 Penalty: 5284.820801
	Iteration 34Q: 3 clusters Score -5173650 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -5173655.000000 Penalty: 5284.820801
	Iteration 35Q: 3 clusters Score -5173655 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -5173649.500000 Penalty: 5284.820801
	Iteration 36Q: 3 clusters Score -5173650 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -5173703.000000 Penalty: 5284.820801
	Iteration 37Q: 3 clusters Score -5173703 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -5173723.500000 Penalty: 5284.820801
	Iteration 38Q: 3 clusters Score -5173724 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -5173748.000000 Penalty: 5284.820801
	Iteration 39Q: 3 clusters Score -5173748 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -5173760.500000 Penalty: 5284.820801
	Iteration 40F: 3 clusters Score -5173760 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -5173791.000000 Penalty: 5284.820801
	Iteration 41Q: 3 clusters Score -5173791 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -5173820.000000 Penalty: 5284.820801
	Iteration 42Q: 3 clusters Score -5173820 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -5173835.500000 Penalty: 5284.820801
	Iteration 43Q: 3 clusters Score -5173836 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -5173833.000000 Penalty: 5284.820801
	Iteration 44Q: 3 clusters Score -5173833 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -5173855.500000 Penalty: 5284.820801
	Iteration 45Q: 3 clusters Score -5173856 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -5173876.500000 Penalty: 5284.820801
	Iteration 46Q: 3 clusters Score -5173876 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -5173903.500000 Penalty: 5284.820801
	Iteration 47Q: 3 clusters Score -5173904 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -5173906.000000 Penalty: 5284.820801
	Iteration 48Q: 3 clusters Score -5173906 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -5173916.000000 Penalty: 5284.820801
	Iteration 49Q: 3 clusters Score -5173916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -5173926.500000 Penalty: 5284.820801
	Iteration 50Q: 3 clusters Score -5173926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -5173928.500000 Penalty: 5284.820801
	Iteration 51Q: 3 clusters Score -5173928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -5173931.500000 Penalty: 5284.820801
	Iteration 52Q: 3 clusters Score -5173932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -5173937.000000 Penalty: 5284.820801
	Iteration 53Q: 3 clusters Score -5173937 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5173947.000000 Penalty: 5284.820801
	Iteration 54Q: 3 clusters Score -5173947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -5173951.000000 Penalty: 5284.820801
	Iteration 55Q: 3 clusters Score -5173951 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -5173961.000000 Penalty: 5284.820801
	Iteration 56Q: 3 clusters Score -5173961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -5173963.000000 Penalty: 5284.820801
	Iteration 57Q: 3 clusters Score -5173963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -5173969.500000 Penalty: 5284.820801
	Iteration 58Q: 3 clusters Score -5173970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -5173974.000000 Penalty: 5284.820801
	Iteration 59Q: 3 clusters Score -5173974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5173979.500000 Penalty: 5284.820801
	Iteration 60F: 3 clusters Score -5173980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -5173976.000000 Penalty: 5284.820801
	Iteration 61Q: 3 clusters Score -5173976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -5173983.000000 Penalty: 5284.820801
	Iteration 62Q: 3 clusters Score -5173983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -5173978.500000 Penalty: 5284.820801
	Iteration 63Q: 3 clusters Score -5173978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -5173980.000000 Penalty: 5284.820801
	Iteration 64Q: 3 clusters Score -5173980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -5173983.500000 Penalty: 5284.820801
	Iteration 65Q: 3 clusters Score -5173984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -5173983.500000 Penalty: 5284.820801
	Iteration 66Q: 3 clusters Score -5173984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -5173981.500000 Penalty: 5284.820801
	Iteration 67Q: 3 clusters Score -5173982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5173986.500000 Penalty: 5284.820801
	Iteration 68Q: 3 clusters Score -5173986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -5173999.000000 Penalty: 5284.820801
	Iteration 69Q: 3 clusters Score -5173999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -5174005.500000 Penalty: 5284.820801
	Iteration 70Q: 3 clusters Score -5174006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -5174008.000000 Penalty: 5284.820801
	Iteration 71Q: 3 clusters Score -5174008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -5174014.000000 Penalty: 5284.820801
	Iteration 72Q: 3 clusters Score -5174014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5174011.500000 Penalty: 5284.820801
	Iteration 73Q: 3 clusters Score -5174012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -5174021.500000 Penalty: 5284.820801
	Iteration 74Q: 3 clusters Score -5174022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -5174027.000000 Penalty: 5284.820801
	Iteration 75Q: 3 clusters Score -5174027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -5174026.500000 Penalty: 5284.820801
	Iteration 76Q: 3 clusters Score -5174026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -5174039.500000 Penalty: 5284.820801
	Iteration 77Q: 3 clusters Score -5174040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5174041.000000 Penalty: 5284.820801
	Iteration 78Q: 3 clusters Score -5174041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5174037.000000 Penalty: 5284.820801
	Iteration 79Q: 3 clusters Score -5174037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5174030.500000 Penalty: 5284.820801
	Iteration 80F: 3 clusters Score -5174030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -5174033.000000 Penalty: 5284.820801
	Iteration 81Q: 3 clusters Score -5174033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5174035.000000 Penalty: 5284.820801
	Iteration 82Q: 3 clusters Score -5174035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5174033.500000 Penalty: 5284.820801
	Iteration 83Q: 3 clusters Score -5174034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5174027.000000 Penalty: 5284.820801
	Iteration 84Q: 3 clusters Score -5174027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -5174032.500000 Penalty: 5284.820801
	Iteration 85Q: 3 clusters Score -5174032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5174033.500000 Penalty: 5284.820801
	Iteration 86Q: 3 clusters Score -5174034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5174029.000000 Penalty: 5284.820801
	Iteration 87Q: 3 clusters Score -5174029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -5174030.500000 Penalty: 5284.820801
	Iteration 88Q: 3 clusters Score -5174030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -5174030.500000 Penalty: 5284.820801
	Iteration 89F: 3 clusters Score -5174030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Entering Unmasked Estep 
Score: -4620995.500000 Penalty: 2613.449951
	Iteration 0F: 2 clusters Score -4620996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -4595355.000000 Penalty: 5226.899902
	Iteration 0F: 3 clusters Score -4595355 nChanged 17191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -4605447.000000 Penalty: 5226.899902
	Iteration 1F: 3 clusters Score -4605447 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -4606651.500000 Penalty: 5226.899902
	Iteration 2F: 3 clusters Score -4606652 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -4608187.500000 Penalty: 5226.899902
	Iteration 3F: 3 clusters Score -4608188 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -4609864.000000 Penalty: 5226.899902
	Iteration 4F: 3 clusters Score -4609864 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -4611306.000000 Penalty: 5226.899902
	Iteration 5F: 3 clusters Score -4611306 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -4612371.500000 Penalty: 5226.899902
	Iteration 6F: 3 clusters Score -4612372 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -4613124.000000 Penalty: 5226.899902
	Iteration 7Q: 3 clusters Score -4613124 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -4613598.500000 Penalty: 5226.899902
	Iteration 8Q: 3 clusters Score -4613598 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -4613967.000000 Penalty: 5226.899902
	Iteration 9Q: 3 clusters Score -4613967 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -4614290.500000 Penalty: 5226.899902
	Iteration 10Q: 3 clusters Score -4614290 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -4614581.000000 Penalty: 5226.899902
	Iteration 11Q: 3 clusters Score -4614581 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -4614912.000000 Penalty: 5226.899902
	Iteration 12Q: 3 clusters Score -4614912 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -4615254.000000 Penalty: 5226.899902
	Iteration 13Q: 3 clusters Score -4615254 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -4615635.000000 Penalty: 5226.899902
	Iteration 14Q: 3 clusters Score -4615635 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -4616068.500000 Penalty: 5226.899902
	Iteration 15Q: 3 clusters Score -4616068 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -4616602.000000 Penalty: 5226.899902
	Iteration 16Q: 3 clusters Score -4616602 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -4617150.500000 Penalty: 5226.899902
	Iteration 17Q: 3 clusters Score -4617150 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -4617596.500000 Penalty: 5226.899902
	Iteration 18Q: 3 clusters Score -4617596 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -4618008.000000 Penalty: 5226.899902
	Iteration 19Q: 3 clusters Score -4618008 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4618370.000000 Penalty: 5226.899902
	Iteration 20F: 3 clusters Score -4618370 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4618656.000000 Penalty: 5226.899902
	Iteration 21Q: 3 clusters Score -4618656 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4618836.500000 Penalty: 5226.899902
	Iteration 22Q: 3 clusters Score -4618836 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4618964.500000 Penalty: 5226.899902
	Iteration 23Q: 3 clusters Score -4618964 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4619058.500000 Penalty: 5226.899902
	Iteration 24Q: 3 clusters Score -4619058 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4619119.500000 Penalty: 5226.899902
	Iteration 25Q: 3 clusters Score -4619120 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4619174.500000 Penalty: 5226.899902
	Iteration 26Q: 3 clusters Score -4619174 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4619248.000000 Penalty: 5226.899902
	Iteration 27Q: 3 clusters Score -4619248 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4619308.500000 Penalty: 5226.899902
	Iteration 28Q: 3 clusters Score -4619308 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4619360.000000 Penalty: 5226.899902
	Iteration 29Q: 3 clusters Score -4619360 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4619406.000000 Penalty: 5226.899902
	Iteration 30Q: 3 clusters Score -4619406 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4619440.000000 Penalty: 5226.899902
	Iteration 31Q: 3 clusters Score -4619440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4619464.000000 Penalty: 5226.899902
	Iteration 32Q: 3 clusters Score -4619464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4619477.500000 Penalty: 5226.899902
	Iteration 33Q: 3 clusters Score -4619478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4619502.000000 Penalty: 5226.899902
	Iteration 34Q: 3 clusters Score -4619502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4619516.000000 Penalty: 5226.899902
	Iteration 35Q: 3 clusters Score -4619516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4619543.500000 Penalty: 5226.899902
	Iteration 36Q: 3 clusters Score -4619544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4619571.500000 Penalty: 5226.899902
	Iteration 37Q: 3 clusters Score -4619572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4619589.500000 Penalty: 5226.899902
	Iteration 38Q: 3 clusters Score -4619590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4619606.000000 Penalty: 5226.899902
	Iteration 39Q: 3 clusters Score -4619606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4619616.500000 Penalty: 5226.899902
	Iteration 40F: 3 clusters Score -4619616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4619621.500000 Penalty: 5226.899902
	Iteration 41Q: 3 clusters Score -4619622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4619624.500000 Penalty: 5226.899902
	Iteration 42Q: 3 clusters Score -4619624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4619636.500000 Penalty: 5226.899902
	Iteration 43Q: 3 clusters Score -4619636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4619645.500000 Penalty: 5226.899902
	Iteration 44Q: 3 clusters Score -4619646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4619646.500000 Penalty: 5226.899902
	Iteration 45Q: 3 clusters Score -4619646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4619654.000000 Penalty: 5226.899902
	Iteration 46Q: 3 clusters Score -4619654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4619655.000000 Penalty: 5226.899902
	Iteration 47Q: 3 clusters Score -4619655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4619658.000000 Penalty: 5226.899902
	Iteration 48Q: 3 clusters Score -4619658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4619661.500000 Penalty: 5226.899902
	Iteration 49Q: 3 clusters Score -4619662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4619652.000000 Penalty: 5226.899902
	Iteration 50Q: 3 clusters Score -4619652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4619657.000000 Penalty: 5226.899902
	Iteration 51Q: 3 clusters Score -4619657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4619651.500000 Penalty: 5226.899902
	Iteration 52Q: 3 clusters Score -4619652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4619651.500000 Penalty: 5226.899902
	Iteration 53F: 3 clusters Score -4619652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (160770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160770 members 
Entering Unmasked Estep 
Score: -19461920.000000 Penalty: 2972.957031
	Iteration 0F: 2 clusters Score -1.946192e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80337 members 
Mstep: Class 2 contains 80433 members 
Entering Unmasked Estep 
Score: -19354460.000000 Penalty: 5945.914062
	Iteration 0F: 3 clusters Score -1.935446e+07 nChanged 77232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80657 members 
Mstep: Class 2 contains 80113 members 
Entering Unmasked Estep 
Score: -19399042.000000 Penalty: 5945.914062
	Iteration 1F: 3 clusters Score -1.939904e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81082 members 
Mstep: Class 2 contains 79688 members 
Entering Unmasked Estep 
Score: -19400196.000000 Penalty: 5945.914062
	Iteration 2Q: 3 clusters Score -1.94002e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82028 members 
Mstep: Class 2 contains 78742 members 
Entering Unmasked Estep 
Score: -19401952.000000 Penalty: 5945.914062
	Iteration 3Q: 3 clusters Score -1.940195e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83537 members 
Mstep: Class 2 contains 77233 members 
Entering Unmasked Estep 
Score: -19404280.000000 Penalty: 5945.914062
	Iteration 4Q: 3 clusters Score -1.940428e+07 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85715 members 
Mstep: Class 2 contains 75055 members 
Entering Unmasked Estep 
Score: -19407818.000000 Penalty: 5945.914062
	Iteration 5Q: 3 clusters Score -1.940782e+07 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88447 members 
Mstep: Class 2 contains 72323 members 
Entering Unmasked Estep 
Score: -19412158.000000 Penalty: 5945.914062
	Iteration 6F: 3 clusters Score -1.941216e+07 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91545 members 
Mstep: Class 2 contains 69225 members 
Entering Unmasked Estep 
Score: -19416806.000000 Penalty: 5945.914062
	Iteration 7F: 3 clusters Score -1.941681e+07 nChanged 9057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94580 members 
Mstep: Class 2 contains 66190 members 
Entering Unmasked Estep 
Score: -19421044.000000 Penalty: 5945.914062
	Iteration 8F: 3 clusters Score -1.942104e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97472 members 
Mstep: Class 2 contains 63298 members 
Entering Unmasked Estep 
Score: -19424050.000000 Penalty: 5945.914062
	Iteration 9Q: 3 clusters Score -1.942405e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100201 members 
Mstep: Class 2 contains 60569 members 
Entering Unmasked Estep 
Score: -19426132.000000 Penalty: 5945.914062
	Iteration 10Q: 3 clusters Score -1.942613e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102932 members 
Mstep: Class 2 contains 57838 members 
Entering Unmasked Estep 
Score: -19427582.000000 Penalty: 5945.914062
	Iteration 11Q: 3 clusters Score -1.942758e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105769 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -19428748.000000 Penalty: 5945.914062
	Iteration 12Q: 3 clusters Score -1.942875e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108999 members 
Mstep: Class 2 contains 51771 members 
Entering Unmasked Estep 
Score: -19430054.000000 Penalty: 5945.914062
	Iteration 13Q: 3 clusters Score -1.943005e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112680 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -19431622.000000 Penalty: 5945.914062
	Iteration 14Q: 3 clusters Score -1.943162e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116872 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -19433466.000000 Penalty: 5945.914062
	Iteration 15Q: 3 clusters Score -1.943347e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121488 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -19435642.000000 Penalty: 5945.914062
	Iteration 16Q: 3 clusters Score -1.943564e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126390 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -19438668.000000 Penalty: 5945.914062
	Iteration 17Q: 3 clusters Score -1.943867e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131349 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -19442290.000000 Penalty: 5945.914062
	Iteration 18Q: 3 clusters Score -1.944229e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135935 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -19445942.000000 Penalty: 5945.914062
	Iteration 19Q: 3 clusters Score -1.944594e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139769 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -19448962.000000 Penalty: 5945.914062
	Iteration 20F: 3 clusters Score -1.944896e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142891 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -19451408.000000 Penalty: 5945.914062
	Iteration 21Q: 3 clusters Score -1.945141e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145433 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -19453316.000000 Penalty: 5945.914062
	Iteration 22Q: 3 clusters Score -1.945332e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147531 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -19454660.000000 Penalty: 5945.914062
	Iteration 23Q: 3 clusters Score -1.945466e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149350 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -19455566.000000 Penalty: 5945.914062
	Iteration 24Q: 3 clusters Score -1.945557e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150891 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -19456472.000000 Penalty: 5945.914062
	Iteration 25Q: 3 clusters Score -1.945647e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152206 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -19457268.000000 Penalty: 5945.914062
	Iteration 26Q: 3 clusters Score -1.945727e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153300 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -19457796.000000 Penalty: 5945.914062
	Iteration 27Q: 3 clusters Score -1.94578e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154200 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -19458266.000000 Penalty: 5945.914062
	Iteration 28Q: 3 clusters Score -1.945827e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154962 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -19458628.000000 Penalty: 5945.914062
	Iteration 29Q: 3 clusters Score -1.945863e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155568 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -19458882.000000 Penalty: 5945.914062
	Iteration 30Q: 3 clusters Score -1.945888e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156070 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -19459080.000000 Penalty: 5945.914062
	Iteration 31Q: 3 clusters Score -1.945908e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156460 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -19459248.000000 Penalty: 5945.914062
	Iteration 32Q: 3 clusters Score -1.945925e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156798 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -19459374.000000 Penalty: 5945.914062
	Iteration 33Q: 3 clusters Score -1.945937e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157070 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -19459530.000000 Penalty: 5945.914062
	Iteration 34Q: 3 clusters Score -1.945953e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157303 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -19459566.000000 Penalty: 5945.914062
	Iteration 35Q: 3 clusters Score -1.945957e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157494 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -19459624.000000 Penalty: 5945.914062
	Iteration 36Q: 3 clusters Score -1.945962e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157652 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -19459694.000000 Penalty: 5945.914062
	Iteration 37Q: 3 clusters Score -1.945969e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157799 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -19459732.000000 Penalty: 5945.914062
	Iteration 38Q: 3 clusters Score -1.945973e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157931 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -19459778.000000 Penalty: 5945.914062
	Iteration 39Q: 3 clusters Score -1.945978e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158043 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -19459792.000000 Penalty: 5945.914062
	Iteration 40F: 3 clusters Score -1.945979e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158139 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -19459802.000000 Penalty: 5945.914062
	Iteration 41Q: 3 clusters Score -1.94598e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158234 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -19459842.000000 Penalty: 5945.914062
	Iteration 42Q: 3 clusters Score -1.945984e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158311 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -19459910.000000 Penalty: 5945.914062
	Iteration 43Q: 3 clusters Score -1.945991e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158386 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -19459920.000000 Penalty: 5945.914062
	Iteration 44Q: 3 clusters Score -1.945992e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158440 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -19459930.000000 Penalty: 5945.914062
	Iteration 45Q: 3 clusters Score -1.945993e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158493 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -19459948.000000 Penalty: 5945.914062
	Iteration 46Q: 3 clusters Score -1.945995e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158548 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -19459972.000000 Penalty: 5945.914062
	Iteration 47Q: 3 clusters Score -1.945997e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158602 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -19459982.000000 Penalty: 5945.914062
	Iteration 48Q: 3 clusters Score -1.945998e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158643 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -19460002.000000 Penalty: 5945.914062
	Iteration 49Q: 3 clusters Score -1.946e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158679 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -19459990.000000 Penalty: 5945.914062
	Iteration 50Q: 3 clusters Score -1.945999e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158712 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -19460044.000000 Penalty: 5945.914062
	Iteration 51Q: 3 clusters Score -1.946004e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158747 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -19460040.000000 Penalty: 5945.914062
	Iteration 52Q: 3 clusters Score -1.946004e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158771 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -19460046.000000 Penalty: 5945.914062
	Iteration 53Q: 3 clusters Score -1.946005e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158791 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -19460042.000000 Penalty: 5945.914062
	Iteration 54Q: 3 clusters Score -1.946004e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158808 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -19460070.000000 Penalty: 5945.914062
	Iteration 55Q: 3 clusters Score -1.946007e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158833 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -19460046.000000 Penalty: 5945.914062
	Iteration 56Q: 3 clusters Score -1.946005e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158850 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -19460074.000000 Penalty: 5945.914062
	Iteration 57Q: 3 clusters Score -1.946007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158858 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -19460070.000000 Penalty: 5945.914062
	Iteration 58Q: 3 clusters Score -1.946007e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158871 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -19460056.000000 Penalty: 5945.914062
	Iteration 59Q: 3 clusters Score -1.946006e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158886 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -19460080.000000 Penalty: 5945.914062
	Iteration 60F: 3 clusters Score -1.946008e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158899 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -19460076.000000 Penalty: 5945.914062
	Iteration 61Q: 3 clusters Score -1.946008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158904 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -19460090.000000 Penalty: 5945.914062
	Iteration 62Q: 3 clusters Score -1.946009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158906 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -19460098.000000 Penalty: 5945.914062
	Iteration 63Q: 3 clusters Score -1.94601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158911 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -19460110.000000 Penalty: 5945.914062
	Iteration 64Q: 3 clusters Score -1.946011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158917 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -19460098.000000 Penalty: 5945.914062
	Iteration 65Q: 3 clusters Score -1.94601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158919 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -19460104.000000 Penalty: 5945.914062
	Iteration 66Q: 3 clusters Score -1.94601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158922 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -19460090.000000 Penalty: 5945.914062
	Iteration 67Q: 3 clusters Score -1.946009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158923 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -19460092.000000 Penalty: 5945.914062
	Iteration 68Q: 3 clusters Score -1.946009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158924 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -19460086.000000 Penalty: 5945.914062
	Iteration 69Q: 3 clusters Score -1.946009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158926 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -19460088.000000 Penalty: 5945.914062
	Iteration 70Q: 3 clusters Score -1.946009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158926 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -19460092.000000 Penalty: 5945.914062
	Iteration 71Q: 3 clusters Score -1.946009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158925 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -19460092.000000 Penalty: 5945.914062
	Iteration 72Q: 3 clusters Score -1.946009e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158925 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -19460092.000000 Penalty: 5945.914062
	Iteration 73F: 3 clusters Score -1.946009e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (98474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98474 members 
Entering Unmasked Estep 
Score: -12034866.000000 Penalty: 2851.391846
	Iteration 0F: 2 clusters Score -1.203487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49144 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -11968919.000000 Penalty: 5702.783691
	Iteration 0F: 3 clusters Score -1.196892e+07 nChanged 46612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -11995908.000000 Penalty: 5702.783691
	Iteration 1F: 3 clusters Score -1.199591e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 52946 members 
Entering Unmasked Estep 
Score: -11997004.000000 Penalty: 5702.783691
	Iteration 2Q: 3 clusters Score -1.1997e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 55465 members 
Entering Unmasked Estep 
Score: -11998586.000000 Penalty: 5702.783691
	Iteration 3Q: 3 clusters Score -1.199859e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 59146 members 
Entering Unmasked Estep 
Score: -12000929.000000 Penalty: 5702.783691
	Iteration 4F: 3 clusters Score -1.200093e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 64080 members 
Entering Unmasked Estep 
Score: -12004465.000000 Penalty: 5702.783691
	Iteration 5F: 3 clusters Score -1.200446e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 70040 members 
Entering Unmasked Estep 
Score: -12008704.000000 Penalty: 5702.783691
	Iteration 6F: 3 clusters Score -1.20087e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 76573 members 
Entering Unmasked Estep 
Score: -12013859.000000 Penalty: 5702.783691
	Iteration 7F: 3 clusters Score -1.201386e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 82968 members 
Entering Unmasked Estep 
Score: -12019094.000000 Penalty: 5702.783691
	Iteration 8F: 3 clusters Score -1.201909e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 88406 members 
Entering Unmasked Estep 
Score: -12023590.000000 Penalty: 5702.783691
	Iteration 9F: 3 clusters Score -1.202359e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 92705 members 
Entering Unmasked Estep 
Score: -12027382.000000 Penalty: 5702.783691
	Iteration 10Q: 3 clusters Score -1.202738e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 95562 members 
Entering Unmasked Estep 
Score: -12029934.000000 Penalty: 5702.783691
	Iteration 11Q: 3 clusters Score -1.202993e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 97044 members 
Entering Unmasked Estep 
Score: -12031250.000000 Penalty: 5702.783691
	Iteration 12Q: 3 clusters Score -1.203125e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 97678 members 
Entering Unmasked Estep 
Score: -12031823.000000 Penalty: 5702.783691
	Iteration 13Q: 3 clusters Score -1.203182e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 97927 members 
Entering Unmasked Estep 
Score: -12032071.000000 Penalty: 5702.783691
	Iteration 14Q: 3 clusters Score -1.203207e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 98030 members 
Entering Unmasked Estep 
Score: -12032188.000000 Penalty: 5702.783691
	Iteration 15Q: 3 clusters Score -1.203219e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 98074 members 
Entering Unmasked Estep 
Score: -12032241.000000 Penalty: 5702.783691
	Iteration 16Q: 3 clusters Score -1.203224e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 98088 members 
Entering Unmasked Estep 
Score: -12032282.000000 Penalty: 5702.783691
	Iteration 17Q: 3 clusters Score -1.203228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 98099 members 
Entering Unmasked Estep 
Score: -12032306.000000 Penalty: 5702.783691
	Iteration 18Q: 3 clusters Score -1.203231e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 98105 members 
Entering Unmasked Estep 
Score: -12032303.000000 Penalty: 5702.783691
	Iteration 19Q: 3 clusters Score -1.20323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 98108 members 
Entering Unmasked Estep 
Score: -12032302.000000 Penalty: 5702.783691
	Iteration 20F: 3 clusters Score -1.20323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 98113 members 
Entering Unmasked Estep 
Score: -12032310.000000 Penalty: 5702.783691
	Iteration 21Q: 3 clusters Score -1.203231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 98110 members 
Entering Unmasked Estep 
Score: -12032311.000000 Penalty: 5702.783691
	Iteration 22Q: 3 clusters Score -1.203231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 98113 members 
Entering Unmasked Estep 
Score: -12032312.000000 Penalty: 5702.783691
	Iteration 23Q: 3 clusters Score -1.203231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 98113 members 
Entering Unmasked Estep 
Score: -12032321.000000 Penalty: 5702.783691
	Iteration 24Q: 3 clusters Score -1.203232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 98113 members 
Entering Unmasked Estep 
Score: -12032322.000000 Penalty: 5702.783691
	Iteration 25Q: 3 clusters Score -1.203232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 98113 members 
Entering Unmasked Estep 
Score: -12032321.000000 Penalty: 5702.783691
	Iteration 26Q: 3 clusters Score -1.203232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 98113 members 
Entering Unmasked Estep 
Score: -12032321.000000 Penalty: 5702.783691
	Iteration 27F: 3 clusters Score -1.203232e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Entering Unmasked Estep 
Score: -3781024.750000 Penalty: 2564.560059
	Iteration 0F: 2 clusters Score -3781025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -3759780.250000 Penalty: 5129.120117
	Iteration 0F: 3 clusters Score -3759780 nChanged 14003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -3767675.750000 Penalty: 5129.120117
	Iteration 1F: 3 clusters Score -3767676 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -3768329.500000 Penalty: 5129.120117
	Iteration 2F: 3 clusters Score -3768330 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -3769031.750000 Penalty: 5129.120117
	Iteration 3Q: 3 clusters Score -3769032 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -3769876.250000 Penalty: 5129.120117
	Iteration 4F: 3 clusters Score -3769876 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -3770859.250000 Penalty: 5129.120117
	Iteration 5F: 3 clusters Score -3770859 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -3772041.000000 Penalty: 5129.120117
	Iteration 6F: 3 clusters Score -3772041 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -3773240.000000 Penalty: 5129.120117
	Iteration 7F: 3 clusters Score -3773240 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -3774371.250000 Penalty: 5129.120117
	Iteration 8F: 3 clusters Score -3774371 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -3775324.750000 Penalty: 5129.120117
	Iteration 9Q: 3 clusters Score -3775325 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -3776085.000000 Penalty: 5129.120117
	Iteration 10Q: 3 clusters Score -3776085 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -3776649.500000 Penalty: 5129.120117
	Iteration 11Q: 3 clusters Score -3776650 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -3777040.250000 Penalty: 5129.120117
	Iteration 12Q: 3 clusters Score -3777040 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3777423.500000 Penalty: 5129.120117
	Iteration 13Q: 3 clusters Score -3777424 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -3777836.000000 Penalty: 5129.120117
	Iteration 14Q: 3 clusters Score -3777836 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -3778125.500000 Penalty: 5129.120117
	Iteration 15Q: 3 clusters Score -3778126 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -3778337.000000 Penalty: 5129.120117
	Iteration 16Q: 3 clusters Score -3778337 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -3778501.750000 Penalty: 5129.120117
	Iteration 17Q: 3 clusters Score -3778502 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -3778626.250000 Penalty: 5129.120117
	Iteration 18Q: 3 clusters Score -3778626 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -3778708.500000 Penalty: 5129.120117
	Iteration 19Q: 3 clusters Score -3778708 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -3778785.500000 Penalty: 5129.120117
	Iteration 20F: 3 clusters Score -3778786 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -3778838.250000 Penalty: 5129.120117
	Iteration 21Q: 3 clusters Score -3778838 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -3778873.750000 Penalty: 5129.120117
	Iteration 22Q: 3 clusters Score -3778874 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -3778908.750000 Penalty: 5129.120117
	Iteration 23Q: 3 clusters Score -3778909 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -3778947.500000 Penalty: 5129.120117
	Iteration 24Q: 3 clusters Score -3778948 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -3778968.750000 Penalty: 5129.120117
	Iteration 25Q: 3 clusters Score -3778969 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -3778997.250000 Penalty: 5129.120117
	Iteration 26Q: 3 clusters Score -3778997 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -3779003.250000 Penalty: 5129.120117
	Iteration 27Q: 3 clusters Score -3779003 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -3779023.000000 Penalty: 5129.120117
	Iteration 28Q: 3 clusters Score -3779023 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -3779029.250000 Penalty: 5129.120117
	Iteration 29Q: 3 clusters Score -3779029 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -3779037.750000 Penalty: 5129.120117
	Iteration 30Q: 3 clusters Score -3779038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -3779050.500000 Penalty: 5129.120117
	Iteration 31Q: 3 clusters Score -3779050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -3779065.750000 Penalty: 5129.120117
	Iteration 32Q: 3 clusters Score -3779066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -3779071.250000 Penalty: 5129.120117
	Iteration 33Q: 3 clusters Score -3779071 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -3779090.250000 Penalty: 5129.120117
	Iteration 34Q: 3 clusters Score -3779090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -3779097.500000 Penalty: 5129.120117
	Iteration 35Q: 3 clusters Score -3779098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -3779107.250000 Penalty: 5129.120117
	Iteration 36Q: 3 clusters Score -3779107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -3779106.000000 Penalty: 5129.120117
	Iteration 37Q: 3 clusters Score -3779106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -3779103.750000 Penalty: 5129.120117
	Iteration 38Q: 3 clusters Score -3779104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -3779097.750000 Penalty: 5129.120117
	Iteration 39Q: 3 clusters Score -3779098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -3779106.750000 Penalty: 5129.120117
	Iteration 40F: 3 clusters Score -3779107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -3779105.750000 Penalty: 5129.120117
	Iteration 41Q: 3 clusters Score -3779106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -3779107.500000 Penalty: 5129.120117
	Iteration 42Q: 3 clusters Score -3779108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -3779109.750000 Penalty: 5129.120117
	Iteration 43Q: 3 clusters Score -3779110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -3779113.750000 Penalty: 5129.120117
	Iteration 44Q: 3 clusters Score -3779114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -3779115.500000 Penalty: 5129.120117
	Iteration 45Q: 3 clusters Score -3779116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -3779111.500000 Penalty: 5129.120117
	Iteration 46Q: 3 clusters Score -3779112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -3779105.750000 Penalty: 5129.120117
	Iteration 47Q: 3 clusters Score -3779106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -3779112.500000 Penalty: 5129.120117
	Iteration 48Q: 3 clusters Score -3779112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -3779108.500000 Penalty: 5129.120117
	Iteration 49Q: 3 clusters Score -3779108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -3779108.500000 Penalty: 5129.120117
	Iteration 50F: 3 clusters Score -3779108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Entering Unmasked Estep 
Score: -394867.000000 Penalty: 2024.939575
	Iteration 0F: 2 clusters Score -394867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -391310.250000 Penalty: 4049.879150
	Iteration 0F: 3 clusters Score -391310.2 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -392106.687500 Penalty: 4049.879150
	Iteration 1F: 3 clusters Score -392106.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -392388.156250 Penalty: 4049.879150
	Iteration 2F: 3 clusters Score -392388.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -392630.406250 Penalty: 4049.879150
	Iteration 3F: 3 clusters Score -392630.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -392836.437500 Penalty: 4049.879150
	Iteration 4F: 3 clusters Score -392836.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -393010.281250 Penalty: 4049.879150
	Iteration 5F: 3 clusters Score -393010.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -393178.375000 Penalty: 4049.879150
	Iteration 6Q: 3 clusters Score -393178.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -393323.093750 Penalty: 4049.879150
	Iteration 7Q: 3 clusters Score -393323.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -393433.375000 Penalty: 4049.879150
	Iteration 8Q: 3 clusters Score -393433.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -393536.875000 Penalty: 4049.879150
	Iteration 9Q: 3 clusters Score -393536.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -393591.687500 Penalty: 4049.879150
	Iteration 10Q: 3 clusters Score -393591.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -393638.125000 Penalty: 4049.879150
	Iteration 11Q: 3 clusters Score -393638.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -393668.187500 Penalty: 4049.879150
	Iteration 12Q: 3 clusters Score -393668.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -393692.468750 Penalty: 4049.879150
	Iteration 13Q: 3 clusters Score -393692.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -393709.500000 Penalty: 4049.879150
	Iteration 14Q: 3 clusters Score -393709.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -393716.062500 Penalty: 4049.879150
	Iteration 15Q: 3 clusters Score -393716.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -393720.937500 Penalty: 4049.879150
	Iteration 16Q: 3 clusters Score -393720.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -393726.593750 Penalty: 4049.879150
	Iteration 17Q: 3 clusters Score -393726.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -393732.781250 Penalty: 4049.879150
	Iteration 18Q: 3 clusters Score -393732.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -393737.687500 Penalty: 4049.879150
	Iteration 19Q: 3 clusters Score -393737.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -393742.343750 Penalty: 4049.879150
	Iteration 20F: 3 clusters Score -393742.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -393745.093750 Penalty: 4049.879150
	Iteration 21Q: 3 clusters Score -393745.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -393758.343750 Penalty: 4049.879150
	Iteration 22Q: 3 clusters Score -393758.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -393767.531250 Penalty: 4049.879150
	Iteration 23Q: 3 clusters Score -393767.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -393774.312500 Penalty: 4049.879150
	Iteration 24Q: 3 clusters Score -393774.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -393780.062500 Penalty: 4049.879150
	Iteration 25Q: 3 clusters Score -393780.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -393788.093750 Penalty: 4049.879150
	Iteration 26Q: 3 clusters Score -393788.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -393799.250000 Penalty: 4049.879150
	Iteration 27Q: 3 clusters Score -393799.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -393809.000000 Penalty: 4049.879150
	Iteration 28Q: 3 clusters Score -393809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -393810.781250 Penalty: 4049.879150
	Iteration 29Q: 3 clusters Score -393810.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -393815.718750 Penalty: 4049.879150
	Iteration 30Q: 3 clusters Score -393815.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -393819.375000 Penalty: 4049.879150
	Iteration 31Q: 3 clusters Score -393819.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -393822.625000 Penalty: 4049.879150
	Iteration 32Q: 3 clusters Score -393822.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -393824.843750 Penalty: 4049.879150
	Iteration 33Q: 3 clusters Score -393824.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -393828.218750 Penalty: 4049.879150
	Iteration 34Q: 3 clusters Score -393828.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -393835.156250 Penalty: 4049.879150
	Iteration 35Q: 3 clusters Score -393835.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -393841.718750 Penalty: 4049.879150
	Iteration 36Q: 3 clusters Score -393841.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -393848.312500 Penalty: 4049.879150
	Iteration 37Q: 3 clusters Score -393848.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -393855.406250 Penalty: 4049.879150
	Iteration 38Q: 3 clusters Score -393855.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -393858.531250 Penalty: 4049.879150
	Iteration 39Q: 3 clusters Score -393858.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -393860.718750 Penalty: 4049.879150
	Iteration 40F: 3 clusters Score -393860.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -393863.906250 Penalty: 4049.879150
	Iteration 41Q: 3 clusters Score -393863.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -393863.906250 Penalty: 4049.879150
	Iteration 42F: 3 clusters Score -393863.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (122927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122927 members 
Entering Unmasked Estep 
Score: -15050356.000000 Penalty: 2906.397705
	Iteration 0F: 2 clusters Score -1.505036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 61758 members 
Entering Unmasked Estep 
Score: -14968302.000000 Penalty: 5812.795410
	Iteration 0F: 3 clusters Score -1.49683e+07 nChanged 58246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57011 members 
Mstep: Class 2 contains 65916 members 
Entering Unmasked Estep 
Score: -15002276.000000 Penalty: 5812.795410
	Iteration 1F: 3 clusters Score -1.500228e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 68995 members 
Entering Unmasked Estep 
Score: -15004084.000000 Penalty: 5812.795410
	Iteration 2Q: 3 clusters Score -1.500408e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49135 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
Score: -15007188.000000 Penalty: 5812.795410
	Iteration 3F: 3 clusters Score -1.500719e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 80549 members 
Entering Unmasked Estep 
Score: -15012274.000000 Penalty: 5812.795410
	Iteration 4F: 3 clusters Score -1.501227e+07 nChanged 9402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 88847 members 
Entering Unmasked Estep 
Score: -15019038.000000 Penalty: 5812.795410
	Iteration 5F: 3 clusters Score -1.501904e+07 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 97616 members 
Entering Unmasked Estep 
Score: -15026399.000000 Penalty: 5812.795410
	Iteration 6F: 3 clusters Score -1.50264e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 105721 members 
Entering Unmasked Estep 
Score: -15033331.000000 Penalty: 5812.795410
	Iteration 7F: 3 clusters Score -1.503333e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 112432 members 
Entering Unmasked Estep 
Score: -15039089.000000 Penalty: 5812.795410
	Iteration 8F: 3 clusters Score -1.503909e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 117137 members 
Entering Unmasked Estep 
Score: -15043239.000000 Penalty: 5812.795410
	Iteration 9Q: 3 clusters Score -1.504324e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 119947 members 
Entering Unmasked Estep 
Score: -15045770.000000 Penalty: 5812.795410
	Iteration 10Q: 3 clusters Score -1.504577e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 121321 members 
Entering Unmasked Estep 
Score: -15046853.000000 Penalty: 5812.795410
	Iteration 11Q: 3 clusters Score -1.504685e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 121903 members 
Entering Unmasked Estep 
Score: -15047315.000000 Penalty: 5812.795410
	Iteration 12Q: 3 clusters Score -1.504732e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 122193 members 
Entering Unmasked Estep 
Score: -15047561.000000 Penalty: 5812.795410
	Iteration 13Q: 3 clusters Score -1.504756e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 122295 members 
Entering Unmasked Estep 
Score: -15047634.000000 Penalty: 5812.795410
	Iteration 14Q: 3 clusters Score -1.504763e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 122357 members 
Entering Unmasked Estep 
Score: -15047721.000000 Penalty: 5812.795410
	Iteration 15Q: 3 clusters Score -1.504772e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 122396 members 
Entering Unmasked Estep 
Score: -15047783.000000 Penalty: 5812.795410
	Iteration 16Q: 3 clusters Score -1.504778e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 122424 members 
Entering Unmasked Estep 
Score: -15047834.000000 Penalty: 5812.795410
	Iteration 17Q: 3 clusters Score -1.504783e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 122439 members 
Entering Unmasked Estep 
Score: -15047863.000000 Penalty: 5812.795410
	Iteration 18Q: 3 clusters Score -1.504786e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 122443 members 
Entering Unmasked Estep 
Score: -15047887.000000 Penalty: 5812.795410
	Iteration 19Q: 3 clusters Score -1.504789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 122446 members 
Entering Unmasked Estep 
Score: -15047873.000000 Penalty: 5812.795410
	Iteration 20F: 3 clusters Score -1.504787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 122451 members 
Entering Unmasked Estep 
Score: -15047877.000000 Penalty: 5812.795410
	Iteration 21Q: 3 clusters Score -1.504788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 122458 members 
Entering Unmasked Estep 
Score: -15047890.000000 Penalty: 5812.795410
	Iteration 22Q: 3 clusters Score -1.504789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 122462 members 
Entering Unmasked Estep 
Score: -15047889.000000 Penalty: 5812.795410
	Iteration 23Q: 3 clusters Score -1.504789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 122465 members 
Entering Unmasked Estep 
Score: -15047893.000000 Penalty: 5812.795410
	Iteration 24Q: 3 clusters Score -1.504789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 122469 members 
Entering Unmasked Estep 
Score: -15047888.000000 Penalty: 5812.795410
	Iteration 25Q: 3 clusters Score -1.504789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 122473 members 
Entering Unmasked Estep 
Score: -15047895.000000 Penalty: 5812.795410
	Iteration 26Q: 3 clusters Score -1.50479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 122475 members 
Entering Unmasked Estep 
Score: -15047903.000000 Penalty: 5812.795410
	Iteration 27Q: 3 clusters Score -1.50479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 122475 members 
Entering Unmasked Estep 
Score: -15047900.000000 Penalty: 5812.795410
	Iteration 28Q: 3 clusters Score -1.50479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 122477 members 
Entering Unmasked Estep 
Score: -15047907.000000 Penalty: 5812.795410
	Iteration 29Q: 3 clusters Score -1.504791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 122477 members 
Entering Unmasked Estep 
Score: -15047900.000000 Penalty: 5812.795410
	Iteration 30Q: 3 clusters Score -1.50479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 122481 members 
Entering Unmasked Estep 
Score: -15047903.000000 Penalty: 5812.795410
	Iteration 31Q: 3 clusters Score -1.50479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 122484 members 
Entering Unmasked Estep 
Score: -15047913.000000 Penalty: 5812.795410
	Iteration 32Q: 3 clusters Score -1.504791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 122485 members 
Entering Unmasked Estep 
Score: -15047916.000000 Penalty: 5812.795410
	Iteration 33Q: 3 clusters Score -1.504792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 122486 members 
Entering Unmasked Estep 
Score: -15047920.000000 Penalty: 5812.795410
	Iteration 34Q: 3 clusters Score -1.504792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 122486 members 
Entering Unmasked Estep 
Score: -15047920.000000 Penalty: 5812.795410
	Iteration 35F: 3 clusters Score -1.504792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -25667.339844 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -25667.34 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: -24494.318359 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -24494.32 nChanged 33
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: -24618.695312 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -24618.7 nChanged 10
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: -24655.509766 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -24655.51 nChanged 2
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: -24663.011719 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -24663.01 nChanged 0
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: -24663.011719 Penalty: 2760.002197
	Iteration 4F: 3 clusters Score -24663.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -86917.570312 Penalty: 1646.040039
	Iteration 0F: 2 clusters Score -86917.57 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 380 members 
Entering Unmasked Estep 
Score: -85197.351562 Penalty: 3292.080078
	Iteration 0F: 3 clusters Score -85197.35 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -85474.820312 Penalty: 3292.080078
	Iteration 1F: 3 clusters Score -85474.82 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -85569.617188 Penalty: 3292.080078
	Iteration 2F: 3 clusters Score -85569.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -85625.695312 Penalty: 3292.080078
	Iteration 3Q: 3 clusters Score -85625.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -85674.484375 Penalty: 3292.080078
	Iteration 4Q: 3 clusters Score -85674.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -85706.640625 Penalty: 3292.080078
	Iteration 5Q: 3 clusters Score -85706.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -85744.125000 Penalty: 3292.080078
	Iteration 6Q: 3 clusters Score -85744.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -85758.273438 Penalty: 3292.080078
	Iteration 7Q: 3 clusters Score -85758.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -85770.421875 Penalty: 3292.080078
	Iteration 8Q: 3 clusters Score -85770.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -85785.296875 Penalty: 3292.080078
	Iteration 9Q: 3 clusters Score -85785.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -85806.562500 Penalty: 3292.080078
	Iteration 10Q: 3 clusters Score -85806.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -85823.078125 Penalty: 3292.080078
	Iteration 11Q: 3 clusters Score -85823.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -85832.726562 Penalty: 3292.080078
	Iteration 12Q: 3 clusters Score -85832.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -85841.562500 Penalty: 3292.080078
	Iteration 13Q: 3 clusters Score -85841.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -85846.382812 Penalty: 3292.080078
	Iteration 14Q: 3 clusters Score -85846.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -85849.218750 Penalty: 3292.080078
	Iteration 15Q: 3 clusters Score -85849.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -85856.109375 Penalty: 3292.080078
	Iteration 16Q: 3 clusters Score -85856.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -85860.507812 Penalty: 3292.080078
	Iteration 17Q: 3 clusters Score -85860.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -85861.835938 Penalty: 3292.080078
	Iteration 18Q: 3 clusters Score -85861.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -85862.632812 Penalty: 3292.080078
	Iteration 19Q: 3 clusters Score -85862.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -85862.632812 Penalty: 3292.080078
	Iteration 20F: 3 clusters Score -85862.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -99497.351562 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -99497.35 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 454 members 
Entering Unmasked Estep 
Score: -97647.890625 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -97647.89 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97932.406250 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -97932.41 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -98080.320312 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -98080.32 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -98151.187500 Penalty: 3369.559082
	Iteration 3Q: 3 clusters Score -98151.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -98223.765625 Penalty: 3369.559082
	Iteration 4Q: 3 clusters Score -98223.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -98276.375000 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -98276.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98294.429688 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -98294.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -98312.148438 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -98312.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -98331.054688 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -98331.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98342.281250 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -98342.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -98362.421875 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -98362.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -98373.617188 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -98373.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -98392.570312 Penalty: 3369.559082
	Iteration 12Q: 3 clusters Score -98392.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -98411.414062 Penalty: 3369.559082
	Iteration 13Q: 3 clusters Score -98411.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -98439.554688 Penalty: 3369.559082
	Iteration 14Q: 3 clusters Score -98439.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -98472.132812 Penalty: 3369.559082
	Iteration 15Q: 3 clusters Score -98472.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -98520.515625 Penalty: 3369.559082
	Iteration 16Q: 3 clusters Score -98520.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -98538.265625 Penalty: 3369.559082
	Iteration 17Q: 3 clusters Score -98538.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -98547.976562 Penalty: 3369.559082
	Iteration 18Q: 3 clusters Score -98547.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -98551.523438 Penalty: 3369.559082
	Iteration 19Q: 3 clusters Score -98551.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -98553.046875 Penalty: 3369.559082
	Iteration 20F: 3 clusters Score -98553.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -98553.757812 Penalty: 3369.559082
	Iteration 21Q: 3 clusters Score -98553.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -98553.757812 Penalty: 3369.559082
	Iteration 22F: 3 clusters Score -98553.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (225350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225350 members 
Entering Unmasked Estep 
Score: -27524324.000000 Penalty: 3056.701660
	Iteration 0F: 2 clusters Score -2.752432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112270 members 
Mstep: Class 2 contains 113080 members 
Entering Unmasked Estep 
Score: -27375792.000000 Penalty: 6113.403320
	Iteration 0F: 3 clusters Score -2.737579e+07 nChanged 108495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107441 members 
Mstep: Class 2 contains 117909 members 
Entering Unmasked Estep 
Score: -27440320.000000 Penalty: 6113.403320
	Iteration 1F: 3 clusters Score -2.744032e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104069 members 
Mstep: Class 2 contains 121281 members 
Entering Unmasked Estep 
Score: -27441954.000000 Penalty: 6113.403320
	Iteration 2Q: 3 clusters Score -2.744195e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98873 members 
Mstep: Class 2 contains 126477 members 
Entering Unmasked Estep 
Score: -27444280.000000 Penalty: 6113.403320
	Iteration 3Q: 3 clusters Score -2.744428e+07 nChanged 9145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91034 members 
Mstep: Class 2 contains 134316 members 
Entering Unmasked Estep 
Score: -27447764.000000 Penalty: 6113.403320
	Iteration 4Q: 3 clusters Score -2.744776e+07 nChanged 12362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79308 members 
Mstep: Class 2 contains 146042 members 
Entering Unmasked Estep 
Score: -27454264.000000 Penalty: 6113.403320
	Iteration 5F: 3 clusters Score -2.745426e+07 nChanged 16452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63066 members 
Mstep: Class 2 contains 162284 members 
Entering Unmasked Estep 
Score: -27465940.000000 Penalty: 6113.403320
	Iteration 6F: 3 clusters Score -2.746594e+07 nChanged 19524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 181728 members 
Entering Unmasked Estep 
Score: -27481714.000000 Penalty: 6113.403320
	Iteration 7F: 3 clusters Score -2.748171e+07 nChanged 18447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 200153 members 
Entering Unmasked Estep 
Score: -27497728.000000 Penalty: 6113.403320
	Iteration 8F: 3 clusters Score -2.749773e+07 nChanged 12866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 213015 members 
Entering Unmasked Estep 
Score: -27509816.000000 Penalty: 6113.403320
	Iteration 9F: 3 clusters Score -2.750982e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 219925 members 
Entering Unmasked Estep 
Score: -27516502.000000 Penalty: 6113.403320
	Iteration 10Q: 3 clusters Score -2.75165e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 222991 members 
Entering Unmasked Estep 
Score: -27519390.000000 Penalty: 6113.403320
	Iteration 11Q: 3 clusters Score -2.751939e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 224221 members 
Entering Unmasked Estep 
Score: -27520614.000000 Penalty: 6113.403320
	Iteration 12Q: 3 clusters Score -2.752061e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 224658 members 
Entering Unmasked Estep 
Score: -27521086.000000 Penalty: 6113.403320
	Iteration 13Q: 3 clusters Score -2.752109e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 224825 members 
Entering Unmasked Estep 
Score: -27521320.000000 Penalty: 6113.403320
	Iteration 14Q: 3 clusters Score -2.752132e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 224876 members 
Entering Unmasked Estep 
Score: -27521404.000000 Penalty: 6113.403320
	Iteration 15Q: 3 clusters Score -2.75214e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 224896 members 
Entering Unmasked Estep 
Score: -27521450.000000 Penalty: 6113.403320
	Iteration 16Q: 3 clusters Score -2.752145e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 224911 members 
Entering Unmasked Estep 
Score: -27521484.000000 Penalty: 6113.403320
	Iteration 17Q: 3 clusters Score -2.752148e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 224914 members 
Entering Unmasked Estep 
Score: -27521490.000000 Penalty: 6113.403320
	Iteration 18Q: 3 clusters Score -2.752149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 224919 members 
Entering Unmasked Estep 
Score: -27521474.000000 Penalty: 6113.403320
	Iteration 19Q: 3 clusters Score -2.752147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 224921 members 
Entering Unmasked Estep 
Score: -27521496.000000 Penalty: 6113.403320
	Iteration 20F: 3 clusters Score -2.75215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 224925 members 
Entering Unmasked Estep 
Score: -27521500.000000 Penalty: 6113.403320
	Iteration 21Q: 3 clusters Score -2.75215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 224930 members 
Entering Unmasked Estep 
Score: -27521514.000000 Penalty: 6113.403320
	Iteration 22Q: 3 clusters Score -2.752151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 224932 members 
Entering Unmasked Estep 
Score: -27521526.000000 Penalty: 6113.403320
	Iteration 23Q: 3 clusters Score -2.752153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 224937 members 
Entering Unmasked Estep 
Score: -27521536.000000 Penalty: 6113.403320
	Iteration 24Q: 3 clusters Score -2.752154e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 224939 members 
Entering Unmasked Estep 
Score: -27521544.000000 Penalty: 6113.403320
	Iteration 25Q: 3 clusters Score -2.752154e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 224940 members 
Entering Unmasked Estep 
Score: -27521566.000000 Penalty: 6113.403320
	Iteration 26Q: 3 clusters Score -2.752157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 224945 members 
Entering Unmasked Estep 
Score: -27521554.000000 Penalty: 6113.403320
	Iteration 27Q: 3 clusters Score -2.752155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 224946 members 
Entering Unmasked Estep 
Score: -27521560.000000 Penalty: 6113.403320
	Iteration 28Q: 3 clusters Score -2.752156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 224944 members 
Entering Unmasked Estep 
Score: -27521544.000000 Penalty: 6113.403320
	Iteration 29Q: 3 clusters Score -2.752154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 224945 members 
Entering Unmasked Estep 
Score: -27521558.000000 Penalty: 6113.403320
	Iteration 30Q: 3 clusters Score -2.752156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 224945 members 
Entering Unmasked Estep 
Score: -27521560.000000 Penalty: 6113.403320
	Iteration 31Q: 3 clusters Score -2.752156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 224946 members 
Entering Unmasked Estep 
Score: -27521566.000000 Penalty: 6113.403320
	Iteration 32Q: 3 clusters Score -2.752157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 224946 members 
Entering Unmasked Estep 
Score: -27521566.000000 Penalty: 6113.403320
	Iteration 33F: 3 clusters Score -2.752157e+07 nChanged 0
--- Evaluating fit on full set of 3997961 points ---
Entering Unmasked Estep 
Score: -485319616.000000 Penalty: 109327.710938
23->30 Clusters: Score -485319616.000000, best is -485460832.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1332653 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 57783 members 
Mstep: Class 3 contains 57931 members 
Mstep: Class 4 contains 58207 members 
Mstep: Class 5 contains 58181 members 
Mstep: Class 6 contains 57681 members 
Mstep: Class 7 contains 58079 members 
Mstep: Class 8 contains 57727 members 
Mstep: Class 9 contains 57766 members 
Mstep: Class 10 contains 58104 members 
Mstep: Class 11 contains 58003 members 
Mstep: Class 12 contains 57854 members 
Mstep: Class 13 contains 57998 members 
Mstep: Class 14 contains 57926 members 
Mstep: Class 15 contains 58041 members 
Mstep: Class 16 contains 57940 members 
Mstep: Class 17 contains 58108 members 
Mstep: Class 18 contains 57891 members 
Mstep: Class 19 contains 57547 members 
Mstep: Class 20 contains 58072 members 
Mstep: Class 21 contains 57617 members 
Mstep: Class 22 contains 58253 members 
Mstep: Class 23 contains 58159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 338.523529 but Gain 3497.460938
Score: -151259360.000000 Penalty: 76944.234375
Iteration 0F: 23 clusters Score -1.512594e+08 nChanged 1268889
Entering Unmasked Mstep 
Mstep: Class 0 contains 2326 members 
Mstep: Class 2 contains 31401 members 
Mstep: Class 3 contains 8738 members 
Mstep: Class 4 contains 24324 members 
Mstep: Class 5 contains 31554 members 
Mstep: Class 6 contains 114229 members 
Mstep: Class 7 contains 221530 members 
Mstep: Class 8 contains 14577 members 
Mstep: Class 9 contains 20943 members 
Mstep: Class 10 contains 26492 members 
Mstep: Class 11 contains 136641 members 
Mstep: Class 12 contains 175317 members 
Mstep: Class 13 contains 70401 members 
Mstep: Class 14 contains 60735 members 
Mstep: Class 15 contains 62122 members 
Mstep: Class 16 contains 27162 members 
Mstep: Class 17 contains 18891 members 
Mstep: Class 18 contains 87141 members 
Mstep: Class 19 contains 37447 members 
Mstep: Class 20 contains 27565 members 
Mstep: Class 21 contains 15287 members 
Mstep: Class 22 contains 100354 members 
Mstep: Class 23 contains 17476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155274464.000000 Penalty: 76944.234375
Iteration 1F: 23 clusters Score -1.552745e+08 nChanged 435261
Entering Unmasked Mstep 
Mstep: Class 0 contains 2074 members 
Mstep: Class 2 contains 20453 members 
Mstep: Class 3 contains 4588 members 
Mstep: Class 4 contains 18469 members 
Mstep: Class 5 contains 27480 members 
Mstep: Class 6 contains 127873 members 
Mstep: Class 7 contains 251517 members 
Mstep: Class 8 contains 7946 members 
Mstep: Class 9 contains 7735 members 
Mstep: Class 10 contains 17497 members 
Mstep: Class 11 contains 130763 members 
Mstep: Class 12 contains 179780 members 
Mstep: Class 13 contains 74639 members 
Mstep: Class 14 contains 62406 members 
Mstep: Class 15 contains 72063 members 
Mstep: Class 16 contains 23207 members 
Mstep: Class 17 contains 13301 members 
Mstep: Class 18 contains 97134 members 
Mstep: Class 19 contains 28205 members 
Mstep: Class 20 contains 41417 members 
Mstep: Class 21 contains 15997 members 
Mstep: Class 22 contains 97389 members 
Mstep: Class 23 contains 10720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156101040.000000 Penalty: 76944.234375
Iteration 2F: 23 clusters Score -1.56101e+08 nChanged 370459
Entering Unmasked Mstep 
Mstep: Class 0 contains 1465 members 
Mstep: Class 2 contains 15261 members 
Mstep: Class 3 contains 3590 members 
Mstep: Class 4 contains 15447 members 
Mstep: Class 5 contains 25049 members 
Mstep: Class 6 contains 132400 members 
Mstep: Class 7 contains 246832 members 
Mstep: Class 8 contains 4196 members 
Mstep: Class 9 contains 2924 members 
Mstep: Class 10 contains 10646 members 
Mstep: Class 11 contains 126299 members 
Mstep: Class 12 contains 155291 members 
Mstep: Class 13 contains 66034 members 
Mstep: Class 14 contains 66242 members 
Mstep: Class 15 contains 105326 members 
Mstep: Class 16 contains 24627 members 
Mstep: Class 17 contains 10569 members 
Mstep: Class 18 contains 136312 members 
Mstep: Class 19 contains 20700 members 
Mstep: Class 20 contains 55697 members 
Mstep: Class 21 contains 29144 members 
Mstep: Class 22 contains 71953 members 
Mstep: Class 23 contains 6649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2618.958252 but Gain 3497.468750
Score: -156859056.000000 Penalty: 73446.765625
Iteration 3F: 22 clusters Score -1.568591e+08 nChanged 340120
Entering Unmasked Mstep 
Mstep: Class 0 contains 1048 members 
Mstep: Class 2 contains 12217 members 
Mstep: Class 3 contains 3430 members 
Mstep: Class 4 contains 15740 members 
Mstep: Class 5 contains 23065 members 
Mstep: Class 6 contains 116600 members 
Mstep: Class 7 contains 229530 members 
Mstep: Class 9 contains 1997 members 
Mstep: Class 10 contains 7178 members 
Mstep: Class 11 contains 118545 members 
Mstep: Class 12 contains 120114 members 
Mstep: Class 13 contains 44254 members 
Mstep: Class 14 contains 68722 members 
Mstep: Class 15 contains 159239 members 
Mstep: Class 16 contains 30655 members 
Mstep: Class 17 contains 10699 members 
Mstep: Class 18 contains 193605 members 
Mstep: Class 19 contains 15920 members 
Mstep: Class 20 contains 61228 members 
Mstep: Class 21 contains 48078 members 
Mstep: Class 22 contains 45582 members 
Mstep: Class 23 contains 5207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157450576.000000 Penalty: 73446.765625
Iteration 4F: 22 clusters Score -1.574506e+08 nChanged 263993
Entering Unmasked Mstep 
Mstep: Class 0 contains 909 members 
Mstep: Class 2 contains 9377 members 
Mstep: Class 3 contains 3174 members 
Mstep: Class 4 contains 18547 members 
Mstep: Class 5 contains 22096 members 
Mstep: Class 6 contains 86660 members 
Mstep: Class 7 contains 230172 members 
Mstep: Class 9 contains 2155 members 
Mstep: Class 10 contains 5751 members 
Mstep: Class 11 contains 105501 members 
Mstep: Class 12 contains 89198 members 
Mstep: Class 13 contains 21002 members 
Mstep: Class 14 contains 71868 members 
Mstep: Class 15 contains 213319 members 
Mstep: Class 16 contains 38580 members 
Mstep: Class 17 contains 13984 members 
Mstep: Class 18 contains 236531 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 61878 members 
Mstep: Class 21 contains 59650 members 
Mstep: Class 22 contains 24971 members 
Mstep: Class 23 contains 5031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157794272.000000 Penalty: 73446.765625
Iteration 5F: 22 clusters Score -1.577943e+08 nChanged 178934
Entering Unmasked Mstep 
Mstep: Class 0 contains 878 members 
Mstep: Class 2 contains 7671 members 
Mstep: Class 3 contains 2972 members 
Mstep: Class 4 contains 20791 members 
Mstep: Class 5 contains 20729 members 
Mstep: Class 6 contains 62885 members 
Mstep: Class 7 contains 239381 members 
Mstep: Class 9 contains 2218 members 
Mstep: Class 10 contains 5113 members 
Mstep: Class 11 contains 92045 members 
Mstep: Class 12 contains 65902 members 
Mstep: Class 13 contains 9230 members 
Mstep: Class 14 contains 77411 members 
Mstep: Class 15 contains 251150 members 
Mstep: Class 16 contains 46144 members 
Mstep: Class 17 contains 18506 members 
Mstep: Class 18 contains 256868 members 
Mstep: Class 19 contains 9656 members 
Mstep: Class 20 contains 61241 members 
Mstep: Class 21 contains 64273 members 
Mstep: Class 22 contains 12412 members 
Mstep: Class 23 contains 5177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157961840.000000 Penalty: 73446.765625
Iteration 6F: 22 clusters Score -1.579618e+08 nChanged 118850
Entering Unmasked Mstep 
Mstep: Class 0 contains 705 members 
Mstep: Class 2 contains 6820 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 18614 members 
Mstep: Class 6 contains 48622 members 
Mstep: Class 7 contains 242702 members 
Mstep: Class 9 contains 2399 members 
Mstep: Class 10 contains 4691 members 
Mstep: Class 11 contains 80572 members 
Mstep: Class 12 contains 50610 members 
Mstep: Class 13 contains 4588 members 
Mstep: Class 14 contains 84795 members 
Mstep: Class 15 contains 271935 members 
Mstep: Class 16 contains 52309 members 
Mstep: Class 17 contains 22163 members 
Mstep: Class 18 contains 266608 members 
Mstep: Class 19 contains 7864 members 
Mstep: Class 20 contains 60633 members 
Mstep: Class 21 contains 69122 members 
Mstep: Class 22 contains 6533 members 
Mstep: Class 23 contains 5449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2911.465332 but Gain 3497.460938
Score: -158122928.000000 Penalty: 69949.304688
Iteration 7F: 21 clusters Score -1.581229e+08 nChanged 85613
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 2 contains 6370 members 
Mstep: Class 3 contains 3183 members 
Mstep: Class 4 contains 22565 members 
Mstep: Class 5 contains 16159 members 
Mstep: Class 6 contains 41918 members 
Mstep: Class 7 contains 240148 members 
Mstep: Class 9 contains 3015 members 
Mstep: Class 10 contains 4467 members 
Mstep: Class 11 contains 70632 members 
Mstep: Class 12 contains 41520 members 
Mstep: Class 14 contains 91547 members 
Mstep: Class 15 contains 283852 members 
Mstep: Class 16 contains 58282 members 
Mstep: Class 17 contains 24665 members 
Mstep: Class 18 contains 272566 members 
Mstep: Class 19 contains 6753 members 
Mstep: Class 20 contains 60254 members 
Mstep: Class 21 contains 74951 members 
Mstep: Class 22 contains 3996 members 
Mstep: Class 23 contains 5734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 3224.743408 but Gain 3497.468750
Score: -158194944.000000 Penalty: 66451.835938
Iteration 8F: 20 clusters Score -1.581949e+08 nChanged 62638
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 6121 members 
Mstep: Class 3 contains 3415 members 
Mstep: Class 4 contains 23080 members 
Mstep: Class 5 contains 13635 members 
Mstep: Class 6 contains 39711 members 
Mstep: Class 7 contains 234686 members 
Mstep: Class 9 contains 3013 members 
Mstep: Class 10 contains 4386 members 
Mstep: Class 11 contains 62007 members 
Mstep: Class 12 contains 36576 members 
Mstep: Class 14 contains 96434 members 
Mstep: Class 15 contains 290652 members 
Mstep: Class 16 contains 64057 members 
Mstep: Class 17 contains 26552 members 
Mstep: Class 18 contains 275281 members 
Mstep: Class 19 contains 6149 members 
Mstep: Class 20 contains 60301 members 
Mstep: Class 21 contains 80467 members 
Mstep: Class 23 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158232976.000000 Penalty: 66451.835938
Iteration 9Q: 20 clusters Score -1.58233e+08 nChanged 45783
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 5934 members 
Mstep: Class 3 contains 3668 members 
Mstep: Class 4 contains 23320 members 
Mstep: Class 5 contains 11511 members 
Mstep: Class 6 contains 38674 members 
Mstep: Class 7 contains 228579 members 
Mstep: Class 9 contains 3007 members 
Mstep: Class 10 contains 4461 members 
Mstep: Class 11 contains 53949 members 
Mstep: Class 12 contains 33397 members 
Mstep: Class 14 contains 100276 members 
Mstep: Class 15 contains 294267 members 
Mstep: Class 16 contains 69182 members 
Mstep: Class 17 contains 27543 members 
Mstep: Class 18 contains 276900 members 
Mstep: Class 19 contains 5840 members 
Mstep: Class 20 contains 60545 members 
Mstep: Class 21 contains 85119 members 
Mstep: Class 23 contains 6425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158257296.000000 Penalty: 66451.835938
Iteration 10Q: 20 clusters Score -1.582573e+08 nChanged 36327
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 5793 members 
Mstep: Class 3 contains 3941 members 
Mstep: Class 4 contains 23502 members 
Mstep: Class 5 contains 10192 members 
Mstep: Class 6 contains 37889 members 
Mstep: Class 7 contains 222590 members 
Mstep: Class 9 contains 3010 members 
Mstep: Class 10 contains 4650 members 
Mstep: Class 11 contains 47193 members 
Mstep: Class 12 contains 31313 members 
Mstep: Class 14 contains 103371 members 
Mstep: Class 15 contains 296711 members 
Mstep: Class 16 contains 73935 members 
Mstep: Class 17 contains 28216 members 
Mstep: Class 18 contains 277935 members 
Mstep: Class 19 contains 5705 members 
Mstep: Class 20 contains 60806 members 
Mstep: Class 21 contains 89033 members 
Mstep: Class 23 contains 6812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158275136.000000 Penalty: 66451.835938
Iteration 11Q: 20 clusters Score -1.582751e+08 nChanged 29531
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 5655 members 
Mstep: Class 3 contains 4273 members 
Mstep: Class 4 contains 23673 members 
Mstep: Class 5 contains 9480 members 
Mstep: Class 6 contains 37585 members 
Mstep: Class 7 contains 216922 members 
Mstep: Class 9 contains 3011 members 
Mstep: Class 10 contains 4962 members 
Mstep: Class 11 contains 41688 members 
Mstep: Class 12 contains 29923 members 
Mstep: Class 14 contains 105753 members 
Mstep: Class 15 contains 297968 members 
Mstep: Class 16 contains 78399 members 
Mstep: Class 17 contains 28810 members 
Mstep: Class 18 contains 278439 members 
Mstep: Class 19 contains 5650 members 
Mstep: Class 20 contains 61089 members 
Mstep: Class 21 contains 92205 members 
Mstep: Class 23 contains 7112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158287632.000000 Penalty: 66451.835938
Iteration 12Q: 20 clusters Score -1.582876e+08 nChanged 24396
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 5542 members 
Mstep: Class 3 contains 4632 members 
Mstep: Class 4 contains 23759 members 
Mstep: Class 5 contains 9100 members 
Mstep: Class 6 contains 37503 members 
Mstep: Class 7 contains 211577 members 
Mstep: Class 9 contains 3011 members 
Mstep: Class 10 contains 5407 members 
Mstep: Class 11 contains 37315 members 
Mstep: Class 12 contains 28945 members 
Mstep: Class 14 contains 107592 members 
Mstep: Class 15 contains 298462 members 
Mstep: Class 16 contains 82669 members 
Mstep: Class 17 contains 29497 members 
Mstep: Class 18 contains 278598 members 
Mstep: Class 19 contains 5735 members 
Mstep: Class 20 contains 61260 members 
Mstep: Class 21 contains 94632 members 
Mstep: Class 23 contains 7361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158295808.000000 Penalty: 66451.835938
Iteration 13Q: 20 clusters Score -1.582958e+08 nChanged 20556
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 5447 members 
Mstep: Class 3 contains 4989 members 
Mstep: Class 4 contains 23794 members 
Mstep: Class 5 contains 8901 members 
Mstep: Class 6 contains 37615 members 
Mstep: Class 7 contains 206465 members 
Mstep: Class 9 contains 3014 members 
Mstep: Class 10 contains 5937 members 
Mstep: Class 11 contains 33956 members 
Mstep: Class 12 contains 28211 members 
Mstep: Class 14 contains 109109 members 
Mstep: Class 15 contains 298309 members 
Mstep: Class 16 contains 86693 members 
Mstep: Class 17 contains 30323 members 
Mstep: Class 18 contains 278412 members 
Mstep: Class 19 contains 5934 members 
Mstep: Class 20 contains 61390 members 
Mstep: Class 21 contains 96535 members 
Mstep: Class 23 contains 7563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158303280.000000 Penalty: 66451.835938
Iteration 14Q: 20 clusters Score -1.583033e+08 nChanged 17737
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 5427 members 
Mstep: Class 3 contains 5336 members 
Mstep: Class 4 contains 23833 members 
Mstep: Class 5 contains 8800 members 
Mstep: Class 6 contains 37716 members 
Mstep: Class 7 contains 201517 members 
Mstep: Class 9 contains 3018 members 
Mstep: Class 10 contains 6505 members 
Mstep: Class 11 contains 31378 members 
Mstep: Class 12 contains 27733 members 
Mstep: Class 14 contains 110291 members 
Mstep: Class 15 contains 297906 members 
Mstep: Class 16 contains 90462 members 
Mstep: Class 17 contains 31091 members 
Mstep: Class 18 contains 278118 members 
Mstep: Class 19 contains 6235 members 
Mstep: Class 20 contains 61487 members 
Mstep: Class 21 contains 98042 members 
Mstep: Class 23 contains 7702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158309440.000000 Penalty: 66451.835938
Iteration 15Q: 20 clusters Score -1.583094e+08 nChanged 15616
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 5433 members 
Mstep: Class 3 contains 5650 members 
Mstep: Class 4 contains 23863 members 
Mstep: Class 5 contains 8788 members 
Mstep: Class 6 contains 37843 members 
Mstep: Class 7 contains 196836 members 
Mstep: Class 9 contains 3019 members 
Mstep: Class 10 contains 7059 members 
Mstep: Class 11 contains 29370 members 
Mstep: Class 12 contains 27356 members 
Mstep: Class 14 contains 111278 members 
Mstep: Class 15 contains 297346 members 
Mstep: Class 16 contains 93985 members 
Mstep: Class 17 contains 31894 members 
Mstep: Class 18 contains 277782 members 
Mstep: Class 19 contains 6541 members 
Mstep: Class 20 contains 61502 members 
Mstep: Class 21 contains 99276 members 
Mstep: Class 23 contains 7776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158313792.000000 Penalty: 66451.835938
Iteration 16Q: 20 clusters Score -1.583138e+08 nChanged 13831
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 5471 members 
Mstep: Class 3 contains 5941 members 
Mstep: Class 4 contains 23884 members 
Mstep: Class 5 contains 8824 members 
Mstep: Class 6 contains 37929 members 
Mstep: Class 7 contains 192601 members 
Mstep: Class 9 contains 3019 members 
Mstep: Class 10 contains 7593 members 
Mstep: Class 11 contains 27790 members 
Mstep: Class 12 contains 27051 members 
Mstep: Class 14 contains 112097 members 
Mstep: Class 15 contains 296716 members 
Mstep: Class 16 contains 97129 members 
Mstep: Class 17 contains 32707 members 
Mstep: Class 18 contains 277427 members 
Mstep: Class 19 contains 6857 members 
Mstep: Class 20 contains 61484 members 
Mstep: Class 21 contains 100254 members 
Mstep: Class 23 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158318784.000000 Penalty: 66451.835938
Iteration 17Q: 20 clusters Score -1.583188e+08 nChanged 12242
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 5531 members 
Mstep: Class 3 contains 6178 members 
Mstep: Class 4 contains 23886 members 
Mstep: Class 5 contains 8914 members 
Mstep: Class 6 contains 38001 members 
Mstep: Class 7 contains 188677 members 
Mstep: Class 9 contains 3018 members 
Mstep: Class 10 contains 8080 members 
Mstep: Class 11 contains 26538 members 
Mstep: Class 12 contains 26921 members 
Mstep: Class 14 contains 112835 members 
Mstep: Class 15 contains 296069 members 
Mstep: Class 16 contains 99937 members 
Mstep: Class 17 contains 33405 members 
Mstep: Class 18 contains 277126 members 
Mstep: Class 19 contains 7154 members 
Mstep: Class 20 contains 61449 members 
Mstep: Class 21 contains 101061 members 
Mstep: Class 23 contains 7817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158323104.000000 Penalty: 66451.835938
Iteration 18Q: 20 clusters Score -1.583231e+08 nChanged 10984
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 5601 members 
Mstep: Class 3 contains 6378 members 
Mstep: Class 4 contains 23904 members 
Mstep: Class 5 contains 9020 members 
Mstep: Class 6 contains 38062 members 
Mstep: Class 7 contains 185184 members 
Mstep: Class 9 contains 3019 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 25560 members 
Mstep: Class 12 contains 26803 members 
Mstep: Class 14 contains 113440 members 
Mstep: Class 15 contains 295378 members 
Mstep: Class 16 contains 102385 members 
Mstep: Class 17 contains 34081 members 
Mstep: Class 18 contains 276891 members 
Mstep: Class 19 contains 7471 members 
Mstep: Class 20 contains 61366 members 
Mstep: Class 21 contains 101775 members 
Mstep: Class 23 contains 7768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158325616.000000 Penalty: 66451.835938
Iteration 19Q: 20 clusters Score -1.583256e+08 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 5642 members 
Mstep: Class 3 contains 6573 members 
Mstep: Class 4 contains 23902 members 
Mstep: Class 5 contains 9075 members 
Mstep: Class 6 contains 38110 members 
Mstep: Class 7 contains 181933 members 
Mstep: Class 9 contains 3022 members 
Mstep: Class 10 contains 8993 members 
Mstep: Class 11 contains 24773 members 
Mstep: Class 12 contains 26726 members 
Mstep: Class 14 contains 114040 members 
Mstep: Class 15 contains 294549 members 
Mstep: Class 16 contains 104572 members 
Mstep: Class 17 contains 34752 members 
Mstep: Class 18 contains 276771 members 
Mstep: Class 19 contains 7764 members 
Mstep: Class 20 contains 61294 members 
Mstep: Class 21 contains 102414 members 
Mstep: Class 23 contains 7692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158329280.000000 Penalty: 66451.835938
Iteration 20F: 20 clusters Score -1.583293e+08 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 3 contains 6733 members 
Mstep: Class 4 contains 23901 members 
Mstep: Class 5 contains 9212 members 
Mstep: Class 6 contains 38146 members 
Mstep: Class 7 contains 178969 members 
Mstep: Class 9 contains 3039 members 
Mstep: Class 10 contains 9540 members 
Mstep: Class 11 contains 24101 members 
Mstep: Class 12 contains 26735 members 
Mstep: Class 14 contains 114487 members 
Mstep: Class 15 contains 293619 members 
Mstep: Class 16 contains 106627 members 
Mstep: Class 17 contains 35368 members 
Mstep: Class 18 contains 276654 members 
Mstep: Class 19 contains 8049 members 
Mstep: Class 20 contains 61180 members 
Mstep: Class 21 contains 102930 members 
Mstep: Class 23 contains 7627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158331344.000000 Penalty: 66451.835938
Iteration 21Q: 20 clusters Score -1.583313e+08 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 5757 members 
Mstep: Class 3 contains 6857 members 
Mstep: Class 4 contains 23900 members 
Mstep: Class 5 contains 9326 members 
Mstep: Class 6 contains 38190 members 
Mstep: Class 7 contains 176255 members 
Mstep: Class 9 contains 3039 members 
Mstep: Class 10 contains 10058 members 
Mstep: Class 11 contains 23447 members 
Mstep: Class 12 contains 26852 members 
Mstep: Class 14 contains 114896 members 
Mstep: Class 15 contains 292695 members 
Mstep: Class 16 contains 108477 members 
Mstep: Class 17 contains 35950 members 
Mstep: Class 18 contains 276557 members 
Mstep: Class 19 contains 8344 members 
Mstep: Class 20 contains 61023 members 
Mstep: Class 21 contains 103406 members 
Mstep: Class 23 contains 7584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158333440.000000 Penalty: 66451.835938
Iteration 22Q: 20 clusters Score -1.583334e+08 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 5795 members 
Mstep: Class 3 contains 6956 members 
Mstep: Class 4 contains 23917 members 
Mstep: Class 5 contains 9474 members 
Mstep: Class 6 contains 38217 members 
Mstep: Class 7 contains 173932 members 
Mstep: Class 9 contains 3041 members 
Mstep: Class 10 contains 10584 members 
Mstep: Class 11 contains 22822 members 
Mstep: Class 12 contains 26999 members 
Mstep: Class 14 contains 115213 members 
Mstep: Class 15 contains 291678 members 
Mstep: Class 16 contains 110051 members 
Mstep: Class 17 contains 36517 members 
Mstep: Class 18 contains 276498 members 
Mstep: Class 19 contains 8663 members 
Mstep: Class 20 contains 60871 members 
Mstep: Class 21 contains 103805 members 
Mstep: Class 23 contains 7580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158336112.000000 Penalty: 66451.835938
Iteration 23Q: 20 clusters Score -1.583361e+08 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 5798 members 
Mstep: Class 3 contains 7055 members 
Mstep: Class 4 contains 23933 members 
Mstep: Class 5 contains 9615 members 
Mstep: Class 6 contains 38245 members 
Mstep: Class 7 contains 171871 members 
Mstep: Class 9 contains 3042 members 
Mstep: Class 10 contains 11102 members 
Mstep: Class 11 contains 22145 members 
Mstep: Class 12 contains 27264 members 
Mstep: Class 14 contains 115471 members 
Mstep: Class 15 contains 290613 members 
Mstep: Class 16 contains 111397 members 
Mstep: Class 17 contains 37154 members 
Mstep: Class 18 contains 276469 members 
Mstep: Class 19 contains 8991 members 
Mstep: Class 20 contains 60706 members 
Mstep: Class 21 contains 104126 members 
Mstep: Class 23 contains 7616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158338128.000000 Penalty: 66451.835938
Iteration 24Q: 20 clusters Score -1.583381e+08 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 5806 members 
Mstep: Class 3 contains 7153 members 
Mstep: Class 4 contains 23941 members 
Mstep: Class 5 contains 9795 members 
Mstep: Class 6 contains 38260 members 
Mstep: Class 7 contains 169969 members 
Mstep: Class 9 contains 3044 members 
Mstep: Class 10 contains 11611 members 
Mstep: Class 11 contains 21493 members 
Mstep: Class 12 contains 27667 members 
Mstep: Class 14 contains 115622 members 
Mstep: Class 15 contains 289511 members 
Mstep: Class 16 contains 112552 members 
Mstep: Class 17 contains 37757 members 
Mstep: Class 18 contains 276464 members 
Mstep: Class 19 contains 9413 members 
Mstep: Class 20 contains 60471 members 
Mstep: Class 21 contains 104418 members 
Mstep: Class 23 contains 7666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158340688.000000 Penalty: 66451.835938
Iteration 25Q: 20 clusters Score -1.583407e+08 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 5837 members 
Mstep: Class 3 contains 7232 members 
Mstep: Class 4 contains 23951 members 
Mstep: Class 5 contains 10033 members 
Mstep: Class 6 contains 38255 members 
Mstep: Class 7 contains 168288 members 
Mstep: Class 9 contains 3044 members 
Mstep: Class 10 contains 12050 members 
Mstep: Class 11 contains 20872 members 
Mstep: Class 12 contains 28189 members 
Mstep: Class 14 contains 115769 members 
Mstep: Class 15 contains 288298 members 
Mstep: Class 16 contains 113526 members 
Mstep: Class 17 contains 38321 members 
Mstep: Class 18 contains 276461 members 
Mstep: Class 19 contains 9942 members 
Mstep: Class 20 contains 60187 members 
Mstep: Class 21 contains 104642 members 
Mstep: Class 23 contains 7716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158343296.000000 Penalty: 66451.835938
Iteration 26Q: 20 clusters Score -1.583433e+08 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 5862 members 
Mstep: Class 3 contains 7302 members 
Mstep: Class 4 contains 23960 members 
Mstep: Class 5 contains 10331 members 
Mstep: Class 6 contains 38261 members 
Mstep: Class 7 contains 166736 members 
Mstep: Class 9 contains 3047 members 
Mstep: Class 10 contains 12498 members 
Mstep: Class 11 contains 20219 members 
Mstep: Class 12 contains 28852 members 
Mstep: Class 14 contains 115948 members 
Mstep: Class 15 contains 286880 members 
Mstep: Class 16 contains 114396 members 
Mstep: Class 17 contains 38869 members 
Mstep: Class 18 contains 276436 members 
Mstep: Class 19 contains 10517 members 
Mstep: Class 20 contains 59886 members 
Mstep: Class 21 contains 104860 members 
Mstep: Class 23 contains 7753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158344960.000000 Penalty: 66451.835938
Iteration 27Q: 20 clusters Score -1.58345e+08 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 5895 members 
Mstep: Class 3 contains 7360 members 
Mstep: Class 4 contains 23954 members 
Mstep: Class 5 contains 10636 members 
Mstep: Class 6 contains 38262 members 
Mstep: Class 7 contains 165358 members 
Mstep: Class 9 contains 3047 members 
Mstep: Class 10 contains 12924 members 
Mstep: Class 11 contains 19589 members 
Mstep: Class 12 contains 29653 members 
Mstep: Class 14 contains 116049 members 
Mstep: Class 15 contains 285302 members 
Mstep: Class 16 contains 115157 members 
Mstep: Class 17 contains 39468 members 
Mstep: Class 18 contains 276403 members 
Mstep: Class 19 contains 11113 members 
Mstep: Class 20 contains 59622 members 
Mstep: Class 21 contains 105030 members 
Mstep: Class 23 contains 7791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158347456.000000 Penalty: 66451.835938
Iteration 28Q: 20 clusters Score -1.583475e+08 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 5936 members 
Mstep: Class 3 contains 7412 members 
Mstep: Class 4 contains 23910 members 
Mstep: Class 5 contains 10957 members 
Mstep: Class 6 contains 38250 members 
Mstep: Class 7 contains 164056 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 13370 members 
Mstep: Class 11 contains 18966 members 
Mstep: Class 12 contains 30576 members 
Mstep: Class 14 contains 116168 members 
Mstep: Class 15 contains 283597 members 
Mstep: Class 16 contains 115890 members 
Mstep: Class 17 contains 40027 members 
Mstep: Class 18 contains 276317 members 
Mstep: Class 19 contains 11676 members 
Mstep: Class 20 contains 59362 members 
Mstep: Class 21 contains 105247 members 
Mstep: Class 23 contains 7848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158349568.000000 Penalty: 66451.835938
Iteration 29Q: 20 clusters Score -1.583496e+08 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 5972 members 
Mstep: Class 3 contains 7445 members 
Mstep: Class 4 contains 23870 members 
Mstep: Class 5 contains 11331 members 
Mstep: Class 6 contains 38236 members 
Mstep: Class 7 contains 162919 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 13823 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 31533 members 
Mstep: Class 14 contains 116322 members 
Mstep: Class 15 contains 281835 members 
Mstep: Class 16 contains 116488 members 
Mstep: Class 17 contains 40571 members 
Mstep: Class 18 contains 276159 members 
Mstep: Class 19 contains 12197 members 
Mstep: Class 20 contains 59140 members 
Mstep: Class 21 contains 105438 members 
Mstep: Class 23 contains 7885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158351920.000000 Penalty: 66451.835938
Iteration 30Q: 20 clusters Score -1.583519e+08 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 6009 members 
Mstep: Class 3 contains 7484 members 
Mstep: Class 4 contains 23841 members 
Mstep: Class 5 contains 11766 members 
Mstep: Class 6 contains 38219 members 
Mstep: Class 7 contains 161930 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 14265 members 
Mstep: Class 11 contains 17828 members 
Mstep: Class 12 contains 32488 members 
Mstep: Class 14 contains 116488 members 
Mstep: Class 15 contains 280083 members 
Mstep: Class 16 contains 117021 members 
Mstep: Class 17 contains 41093 members 
Mstep: Class 18 contains 275944 members 
Mstep: Class 19 contains 12645 members 
Mstep: Class 20 contains 58909 members 
Mstep: Class 21 contains 105617 members 
Mstep: Class 23 contains 7935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158354352.000000 Penalty: 66451.835938
Iteration 31Q: 20 clusters Score -1.583544e+08 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 6045 members 
Mstep: Class 3 contains 7518 members 
Mstep: Class 4 contains 23785 members 
Mstep: Class 5 contains 12201 members 
Mstep: Class 6 contains 38174 members 
Mstep: Class 7 contains 161041 members 
Mstep: Class 9 contains 3046 members 
Mstep: Class 10 contains 14734 members 
Mstep: Class 11 contains 17311 members 
Mstep: Class 12 contains 33461 members 
Mstep: Class 14 contains 116733 members 
Mstep: Class 15 contains 278291 members 
Mstep: Class 16 contains 117481 members 
Mstep: Class 17 contains 41539 members 
Mstep: Class 18 contains 275737 members 
Mstep: Class 19 contains 13037 members 
Mstep: Class 20 contains 58746 members 
Mstep: Class 21 contains 105767 members 
Mstep: Class 23 contains 7966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158356768.000000 Penalty: 66451.835938
Iteration 32Q: 20 clusters Score -1.583568e+08 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 6086 members 
Mstep: Class 3 contains 7557 members 
Mstep: Class 4 contains 23737 members 
Mstep: Class 5 contains 12639 members 
Mstep: Class 6 contains 38135 members 
Mstep: Class 7 contains 160240 members 
Mstep: Class 9 contains 3046 members 
Mstep: Class 10 contains 15226 members 
Mstep: Class 11 contains 16842 members 
Mstep: Class 12 contains 34325 members 
Mstep: Class 14 contains 116973 members 
Mstep: Class 15 contains 276503 members 
Mstep: Class 16 contains 117945 members 
Mstep: Class 17 contains 41983 members 
Mstep: Class 18 contains 275522 members 
Mstep: Class 19 contains 13369 members 
Mstep: Class 20 contains 58569 members 
Mstep: Class 21 contains 105926 members 
Mstep: Class 23 contains 7990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158358768.000000 Penalty: 66451.835938
Iteration 33Q: 20 clusters Score -1.583588e+08 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 6118 members 
Mstep: Class 3 contains 7572 members 
Mstep: Class 4 contains 23691 members 
Mstep: Class 5 contains 13081 members 
Mstep: Class 6 contains 38086 members 
Mstep: Class 7 contains 159533 members 
Mstep: Class 9 contains 3045 members 
Mstep: Class 10 contains 15686 members 
Mstep: Class 11 contains 16435 members 
Mstep: Class 12 contains 35133 members 
Mstep: Class 14 contains 117173 members 
Mstep: Class 15 contains 274845 members 
Mstep: Class 16 contains 118384 members 
Mstep: Class 17 contains 42416 members 
Mstep: Class 18 contains 275244 members 
Mstep: Class 19 contains 13718 members 
Mstep: Class 20 contains 58374 members 
Mstep: Class 21 contains 106065 members 
Mstep: Class 23 contains 8014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158360768.000000 Penalty: 66451.835938
Iteration 34Q: 20 clusters Score -1.583608e+08 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 6161 members 
Mstep: Class 3 contains 7603 members 
Mstep: Class 4 contains 23669 members 
Mstep: Class 5 contains 13502 members 
Mstep: Class 6 contains 38035 members 
Mstep: Class 7 contains 158898 members 
Mstep: Class 9 contains 3047 members 
Mstep: Class 10 contains 16126 members 
Mstep: Class 11 contains 16094 members 
Mstep: Class 12 contains 35864 members 
Mstep: Class 14 contains 117365 members 
Mstep: Class 15 contains 273256 members 
Mstep: Class 16 contains 118813 members 
Mstep: Class 17 contains 42790 members 
Mstep: Class 18 contains 274938 members 
Mstep: Class 19 contains 14019 members 
Mstep: Class 20 contains 58230 members 
Mstep: Class 21 contains 106178 members 
Mstep: Class 23 contains 8025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158362192.000000 Penalty: 66451.835938
Iteration 35Q: 20 clusters Score -1.583622e+08 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 6190 members 
Mstep: Class 3 contains 7597 members 
Mstep: Class 4 contains 23618 members 
Mstep: Class 5 contains 13875 members 
Mstep: Class 6 contains 37999 members 
Mstep: Class 7 contains 158356 members 
Mstep: Class 9 contains 3047 members 
Mstep: Class 10 contains 16544 members 
Mstep: Class 11 contains 15828 members 
Mstep: Class 12 contains 36455 members 
Mstep: Class 14 contains 117509 members 
Mstep: Class 15 contains 271799 members 
Mstep: Class 16 contains 119210 members 
Mstep: Class 17 contains 43140 members 
Mstep: Class 18 contains 274681 members 
Mstep: Class 19 contains 14362 members 
Mstep: Class 20 contains 58090 members 
Mstep: Class 21 contains 106282 members 
Mstep: Class 23 contains 8031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158364048.000000 Penalty: 66451.835938
Iteration 36Q: 20 clusters Score -1.58364e+08 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 6230 members 
Mstep: Class 3 contains 7591 members 
Mstep: Class 4 contains 23563 members 
Mstep: Class 5 contains 14172 members 
Mstep: Class 6 contains 37962 members 
Mstep: Class 7 contains 157843 members 
Mstep: Class 9 contains 3047 members 
Mstep: Class 10 contains 16901 members 
Mstep: Class 11 contains 15592 members 
Mstep: Class 12 contains 36871 members 
Mstep: Class 14 contains 117665 members 
Mstep: Class 15 contains 270550 members 
Mstep: Class 16 contains 119616 members 
Mstep: Class 17 contains 43448 members 
Mstep: Class 18 contains 274460 members 
Mstep: Class 19 contains 14705 members 
Mstep: Class 20 contains 57982 members 
Mstep: Class 21 contains 106388 members 
Mstep: Class 23 contains 8027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158364464.000000 Penalty: 66451.835938
Iteration 37Q: 20 clusters Score -1.583645e+08 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 6268 members 
Mstep: Class 3 contains 7595 members 
Mstep: Class 4 contains 23524 members 
Mstep: Class 5 contains 14445 members 
Mstep: Class 6 contains 37930 members 
Mstep: Class 7 contains 157412 members 
Mstep: Class 9 contains 3047 members 
Mstep: Class 10 contains 17240 members 
Mstep: Class 11 contains 15391 members 
Mstep: Class 12 contains 37150 members 
Mstep: Class 14 contains 117876 members 
Mstep: Class 15 contains 269406 members 
Mstep: Class 16 contains 120010 members 
Mstep: Class 17 contains 43708 members 
Mstep: Class 18 contains 274243 members 
Mstep: Class 19 contains 15033 members 
Mstep: Class 20 contains 57848 members 
Mstep: Class 21 contains 106465 members 
Mstep: Class 23 contains 8022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158365744.000000 Penalty: 66451.835938
Iteration 38Q: 20 clusters Score -1.583657e+08 nChanged 4423
Entering ConstructFrom: 
Score: -158365744.000000 Penalty: 66451.835938
Entering ConstructFrom: 
Trying to split cluster 2 (6303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Entering Unmasked Estep 
Score: -727222.625000 Penalty: 2169.697754
	Iteration 0F: 2 clusters Score -727222.6 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 3168 members 
Entering Unmasked Estep 
Score: -721882.062500 Penalty: 4339.395508
	Iteration 0F: 3 clusters Score -721882.1 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -723184.062500 Penalty: 4339.395508
	Iteration 1F: 3 clusters Score -723184.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -723403.625000 Penalty: 4339.395508
	Iteration 2F: 3 clusters Score -723403.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -723587.000000 Penalty: 4339.395508
	Iteration 3F: 3 clusters Score -723587 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -723753.687500 Penalty: 4339.395508
	Iteration 4Q: 3 clusters Score -723753.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -723927.000000 Penalty: 4339.395508
	Iteration 5Q: 3 clusters Score -723927 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -724100.187500 Penalty: 4339.395508
	Iteration 6Q: 3 clusters Score -724100.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -724293.312500 Penalty: 4339.395508
	Iteration 7Q: 3 clusters Score -724293.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -724488.750000 Penalty: 4339.395508
	Iteration 8Q: 3 clusters Score -724488.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -724692.500000 Penalty: 4339.395508
	Iteration 9Q: 3 clusters Score -724692.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -724839.375000 Penalty: 4339.395508
	Iteration 10Q: 3 clusters Score -724839.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -724936.625000 Penalty: 4339.395508
	Iteration 11Q: 3 clusters Score -724936.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -725021.500000 Penalty: 4339.395508
	Iteration 12Q: 3 clusters Score -725021.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -725091.687500 Penalty: 4339.395508
	Iteration 13Q: 3 clusters Score -725091.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -725142.000000 Penalty: 4339.395508
	Iteration 14Q: 3 clusters Score -725142 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -725187.375000 Penalty: 4339.395508
	Iteration 15Q: 3 clusters Score -725187.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -725228.125000 Penalty: 4339.395508
	Iteration 16Q: 3 clusters Score -725228.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -725281.250000 Penalty: 4339.395508
	Iteration 17Q: 3 clusters Score -725281.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -725345.437500 Penalty: 4339.395508
	Iteration 18Q: 3 clusters Score -725345.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -725400.812500 Penalty: 4339.395508
	Iteration 19Q: 3 clusters Score -725400.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -725452.250000 Penalty: 4339.395508
	Iteration 20F: 3 clusters Score -725452.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -725496.000000 Penalty: 4339.395508
	Iteration 21Q: 3 clusters Score -725496 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -725551.875000 Penalty: 4339.395508
	Iteration 22Q: 3 clusters Score -725551.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -725619.687500 Penalty: 4339.395508
	Iteration 23Q: 3 clusters Score -725619.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -725676.875000 Penalty: 4339.395508
	Iteration 24Q: 3 clusters Score -725676.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -725741.125000 Penalty: 4339.395508
	Iteration 25Q: 3 clusters Score -725741.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -725783.437500 Penalty: 4339.395508
	Iteration 26Q: 3 clusters Score -725783.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -725802.687500 Penalty: 4339.395508
	Iteration 27Q: 3 clusters Score -725802.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -725810.437500 Penalty: 4339.395508
	Iteration 28Q: 3 clusters Score -725810.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -725818.875000 Penalty: 4339.395508
	Iteration 29Q: 3 clusters Score -725818.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -725823.937500 Penalty: 4339.395508
	Iteration 30Q: 3 clusters Score -725823.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -725828.437500 Penalty: 4339.395508
	Iteration 31Q: 3 clusters Score -725828.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -725832.250000 Penalty: 4339.395508
	Iteration 32Q: 3 clusters Score -725832.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -725835.062500 Penalty: 4339.395508
	Iteration 33Q: 3 clusters Score -725835.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -725838.375000 Penalty: 4339.395508
	Iteration 34Q: 3 clusters Score -725838.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -725841.062500 Penalty: 4339.395508
	Iteration 35Q: 3 clusters Score -725841.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -725842.750000 Penalty: 4339.395508
	Iteration 36Q: 3 clusters Score -725842.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -725842.750000 Penalty: 4339.395508
	Iteration 37F: 3 clusters Score -725842.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Entering Unmasked Estep 
Score: -925517.750000 Penalty: 2216.038818
	Iteration 0F: 2 clusters Score -925517.8 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 3782 members 
Entering Unmasked Estep 
Score: -919355.875000 Penalty: 4432.077637
	Iteration 0F: 3 clusters Score -919355.9 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -921079.875000 Penalty: 4432.077637
	Iteration 1F: 3 clusters Score -921079.9 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -921430.812500 Penalty: 4432.077637
	Iteration 2F: 3 clusters Score -921430.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -921674.812500 Penalty: 4432.077637
	Iteration 3F: 3 clusters Score -921674.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -921895.250000 Penalty: 4432.077637
	Iteration 4F: 3 clusters Score -921895.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -922106.750000 Penalty: 4432.077637
	Iteration 5Q: 3 clusters Score -922106.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -922279.312500 Penalty: 4432.077637
	Iteration 6Q: 3 clusters Score -922279.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -922455.312500 Penalty: 4432.077637
	Iteration 7Q: 3 clusters Score -922455.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -922613.062500 Penalty: 4432.077637
	Iteration 8Q: 3 clusters Score -922613.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -922745.125000 Penalty: 4432.077637
	Iteration 9Q: 3 clusters Score -922745.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -922871.750000 Penalty: 4432.077637
	Iteration 10Q: 3 clusters Score -922871.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -922961.937500 Penalty: 4432.077637
	Iteration 11Q: 3 clusters Score -922961.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -923029.687500 Penalty: 4432.077637
	Iteration 12Q: 3 clusters Score -923029.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -923086.125000 Penalty: 4432.077637
	Iteration 13Q: 3 clusters Score -923086.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -923133.500000 Penalty: 4432.077637
	Iteration 14Q: 3 clusters Score -923133.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -923178.312500 Penalty: 4432.077637
	Iteration 15Q: 3 clusters Score -923178.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -923223.500000 Penalty: 4432.077637
	Iteration 16Q: 3 clusters Score -923223.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -923257.625000 Penalty: 4432.077637
	Iteration 17Q: 3 clusters Score -923257.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -923298.937500 Penalty: 4432.077637
	Iteration 18Q: 3 clusters Score -923298.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -923342.625000 Penalty: 4432.077637
	Iteration 19Q: 3 clusters Score -923342.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -923391.125000 Penalty: 4432.077637
	Iteration 20F: 3 clusters Score -923391.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -923431.625000 Penalty: 4432.077637
	Iteration 21Q: 3 clusters Score -923431.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -923460.812500 Penalty: 4432.077637
	Iteration 22Q: 3 clusters Score -923460.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -923492.500000 Penalty: 4432.077637
	Iteration 23Q: 3 clusters Score -923492.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -923524.500000 Penalty: 4432.077637
	Iteration 24Q: 3 clusters Score -923524.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -923557.625000 Penalty: 4432.077637
	Iteration 25Q: 3 clusters Score -923557.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -923591.375000 Penalty: 4432.077637
	Iteration 26Q: 3 clusters Score -923591.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -923615.500000 Penalty: 4432.077637
	Iteration 27Q: 3 clusters Score -923615.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -923634.437500 Penalty: 4432.077637
	Iteration 28Q: 3 clusters Score -923634.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -923649.187500 Penalty: 4432.077637
	Iteration 29Q: 3 clusters Score -923649.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -923656.500000 Penalty: 4432.077637
	Iteration 30Q: 3 clusters Score -923656.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -923663.875000 Penalty: 4432.077637
	Iteration 31Q: 3 clusters Score -923663.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -923666.500000 Penalty: 4432.077637
	Iteration 32Q: 3 clusters Score -923666.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -923669.875000 Penalty: 4432.077637
	Iteration 33Q: 3 clusters Score -923669.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -923673.062500 Penalty: 4432.077637
	Iteration 34Q: 3 clusters Score -923673.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -923676.125000 Penalty: 4432.077637
	Iteration 35Q: 3 clusters Score -923676.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -923678.687500 Penalty: 4432.077637
	Iteration 36Q: 3 clusters Score -923678.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -923681.250000 Penalty: 4432.077637
	Iteration 37Q: 3 clusters Score -923681.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -923680.625000 Penalty: 4432.077637
	Iteration 38Q: 3 clusters Score -923680.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -923682.375000 Penalty: 4432.077637
	Iteration 39Q: 3 clusters Score -923682.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -923684.562500 Penalty: 4432.077637
	Iteration 40F: 3 clusters Score -923684.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -923684.937500 Penalty: 4432.077637
	Iteration 41Q: 3 clusters Score -923684.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -923687.250000 Penalty: 4432.077637
	Iteration 42Q: 3 clusters Score -923687.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -923688.937500 Penalty: 4432.077637
	Iteration 43Q: 3 clusters Score -923688.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -923689.437500 Penalty: 4432.077637
	Iteration 44Q: 3 clusters Score -923689.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -923688.312500 Penalty: 4432.077637
	Iteration 45Q: 3 clusters Score -923688.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -923691.250000 Penalty: 4432.077637
	Iteration 46Q: 3 clusters Score -923691.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -923690.625000 Penalty: 4432.077637
	Iteration 47Q: 3 clusters Score -923690.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -923691.437500 Penalty: 4432.077637
	Iteration 48Q: 3 clusters Score -923691.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -923691.687500 Penalty: 4432.077637
	Iteration 49Q: 3 clusters Score -923691.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -923691.687500 Penalty: 4432.077637
	Iteration 50F: 3 clusters Score -923691.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Entering Unmasked Estep 
Score: -2842700.000000 Penalty: 2495.869385
	Iteration 0F: 2 clusters Score -2842700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2826363.000000 Penalty: 4991.738770
	Iteration 0F: 3 clusters Score -2826363 nChanged 10448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2831914.000000 Penalty: 4991.738770
	Iteration 1F: 3 clusters Score -2831914 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2832398.250000 Penalty: 4991.738770
	Iteration 2F: 3 clusters Score -2832398 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2832871.250000 Penalty: 4991.738770
	Iteration 3Q: 3 clusters Score -2832871 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2833409.250000 Penalty: 4991.738770
	Iteration 4Q: 3 clusters Score -2833409 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2834006.750000 Penalty: 4991.738770
	Iteration 5F: 3 clusters Score -2834007 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2834680.750000 Penalty: 4991.738770
	Iteration 6F: 3 clusters Score -2834681 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2835389.500000 Penalty: 4991.738770
	Iteration 7F: 3 clusters Score -2835390 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2835967.250000 Penalty: 4991.738770
	Iteration 8F: 3 clusters Score -2835967 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2836402.250000 Penalty: 4991.738770
	Iteration 9Q: 3 clusters Score -2836402 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2836703.750000 Penalty: 4991.738770
	Iteration 10Q: 3 clusters Score -2836704 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2836925.000000 Penalty: 4991.738770
	Iteration 11Q: 3 clusters Score -2836925 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2837066.250000 Penalty: 4991.738770
	Iteration 12Q: 3 clusters Score -2837066 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2837168.000000 Penalty: 4991.738770
	Iteration 13Q: 3 clusters Score -2837168 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2837254.500000 Penalty: 4991.738770
	Iteration 14Q: 3 clusters Score -2837254 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2837319.250000 Penalty: 4991.738770
	Iteration 15Q: 3 clusters Score -2837319 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2837385.750000 Penalty: 4991.738770
	Iteration 16Q: 3 clusters Score -2837386 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2837437.250000 Penalty: 4991.738770
	Iteration 17Q: 3 clusters Score -2837437 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2837495.500000 Penalty: 4991.738770
	Iteration 18Q: 3 clusters Score -2837496 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2837547.250000 Penalty: 4991.738770
	Iteration 19Q: 3 clusters Score -2837547 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2837606.250000 Penalty: 4991.738770
	Iteration 20F: 3 clusters Score -2837606 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2837675.750000 Penalty: 4991.738770
	Iteration 21Q: 3 clusters Score -2837676 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2837762.250000 Penalty: 4991.738770
	Iteration 22Q: 3 clusters Score -2837762 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2837872.500000 Penalty: 4991.738770
	Iteration 23Q: 3 clusters Score -2837872 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2837990.750000 Penalty: 4991.738770
	Iteration 24Q: 3 clusters Score -2837991 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2838128.500000 Penalty: 4991.738770
	Iteration 25Q: 3 clusters Score -2838128 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2838301.500000 Penalty: 4991.738770
	Iteration 26Q: 3 clusters Score -2838302 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2838484.250000 Penalty: 4991.738770
	Iteration 27Q: 3 clusters Score -2838484 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2838703.000000 Penalty: 4991.738770
	Iteration 28Q: 3 clusters Score -2838703 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -2838900.750000 Penalty: 4991.738770
	Iteration 29Q: 3 clusters Score -2838901 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2839056.250000 Penalty: 4991.738770
	Iteration 30Q: 3 clusters Score -2839056 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2839196.000000 Penalty: 4991.738770
	Iteration 31Q: 3 clusters Score -2839196 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2839315.500000 Penalty: 4991.738770
	Iteration 32Q: 3 clusters Score -2839316 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2839405.250000 Penalty: 4991.738770
	Iteration 33Q: 3 clusters Score -2839405 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2839513.500000 Penalty: 4991.738770
	Iteration 34Q: 3 clusters Score -2839514 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2839601.500000 Penalty: 4991.738770
	Iteration 35Q: 3 clusters Score -2839602 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2839670.750000 Penalty: 4991.738770
	Iteration 36Q: 3 clusters Score -2839671 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -2839751.500000 Penalty: 4991.738770
	Iteration 37Q: 3 clusters Score -2839752 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2839829.250000 Penalty: 4991.738770
	Iteration 38Q: 3 clusters Score -2839829 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -2839909.500000 Penalty: 4991.738770
	Iteration 39Q: 3 clusters Score -2839910 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -2839984.500000 Penalty: 4991.738770
	Iteration 40F: 3 clusters Score -2839984 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2840059.250000 Penalty: 4991.738770
	Iteration 41Q: 3 clusters Score -2840059 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -2840121.250000 Penalty: 4991.738770
	Iteration 42Q: 3 clusters Score -2840121 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -2840191.500000 Penalty: 4991.738770
	Iteration 43Q: 3 clusters Score -2840192 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2840250.750000 Penalty: 4991.738770
	Iteration 44Q: 3 clusters Score -2840251 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2840306.750000 Penalty: 4991.738770
	Iteration 45Q: 3 clusters Score -2840307 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -2840347.500000 Penalty: 4991.738770
	Iteration 46Q: 3 clusters Score -2840348 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -2840407.500000 Penalty: 4991.738770
	Iteration 47Q: 3 clusters Score -2840408 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2840441.250000 Penalty: 4991.738770
	Iteration 48Q: 3 clusters Score -2840441 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -2840482.500000 Penalty: 4991.738770
	Iteration 49Q: 3 clusters Score -2840482 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2840503.750000 Penalty: 4991.738770
	Iteration 50Q: 3 clusters Score -2840504 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -2840528.250000 Penalty: 4991.738770
	Iteration 51Q: 3 clusters Score -2840528 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -2840545.250000 Penalty: 4991.738770
	Iteration 52Q: 3 clusters Score -2840545 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -2840561.750000 Penalty: 4991.738770
	Iteration 53Q: 3 clusters Score -2840562 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -2840571.500000 Penalty: 4991.738770
	Iteration 54Q: 3 clusters Score -2840572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -2840576.000000 Penalty: 4991.738770
	Iteration 55Q: 3 clusters Score -2840576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -2840584.250000 Penalty: 4991.738770
	Iteration 56Q: 3 clusters Score -2840584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -2840597.500000 Penalty: 4991.738770
	Iteration 57Q: 3 clusters Score -2840598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -2840605.500000 Penalty: 4991.738770
	Iteration 58Q: 3 clusters Score -2840606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -2840610.250000 Penalty: 4991.738770
	Iteration 59Q: 3 clusters Score -2840610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -2840619.500000 Penalty: 4991.738770
	Iteration 60F: 3 clusters Score -2840620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -2840621.750000 Penalty: 4991.738770
	Iteration 61Q: 3 clusters Score -2840622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -2840626.250000 Penalty: 4991.738770
	Iteration 62Q: 3 clusters Score -2840626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -2840627.750000 Penalty: 4991.738770
	Iteration 63Q: 3 clusters Score -2840628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -2840626.750000 Penalty: 4991.738770
	Iteration 64Q: 3 clusters Score -2840627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2840634.000000 Penalty: 4991.738770
	Iteration 65Q: 3 clusters Score -2840634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -2840634.750000 Penalty: 4991.738770
	Iteration 66Q: 3 clusters Score -2840635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -2840631.250000 Penalty: 4991.738770
	Iteration 67Q: 3 clusters Score -2840631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -2840634.000000 Penalty: 4991.738770
	Iteration 68Q: 3 clusters Score -2840634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -2840633.750000 Penalty: 4991.738770
	Iteration 69Q: 3 clusters Score -2840634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2840633.500000 Penalty: 4991.738770
	Iteration 70Q: 3 clusters Score -2840634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2840632.500000 Penalty: 4991.738770
	Iteration 71Q: 3 clusters Score -2840632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -2840634.000000 Penalty: 4991.738770
	Iteration 72Q: 3 clusters Score -2840634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -2840637.250000 Penalty: 4991.738770
	Iteration 73Q: 3 clusters Score -2840637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -2840639.000000 Penalty: 4991.738770
	Iteration 74Q: 3 clusters Score -2840639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -2840644.500000 Penalty: 4991.738770
	Iteration 75Q: 3 clusters Score -2840644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -2840642.750000 Penalty: 4991.738770
	Iteration 76Q: 3 clusters Score -2840643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -2840644.000000 Penalty: 4991.738770
	Iteration 77Q: 3 clusters Score -2840644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -2840653.500000 Penalty: 4991.738770
	Iteration 78Q: 3 clusters Score -2840654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -2840657.500000 Penalty: 4991.738770
	Iteration 79Q: 3 clusters Score -2840658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -2840652.500000 Penalty: 4991.738770
	Iteration 80F: 3 clusters Score -2840652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -2840650.500000 Penalty: 4991.738770
	Iteration 81Q: 3 clusters Score -2840650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -2840649.500000 Penalty: 4991.738770
	Iteration 82Q: 3 clusters Score -2840650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -2840650.250000 Penalty: 4991.738770
	Iteration 83Q: 3 clusters Score -2840650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -2840658.750000 Penalty: 4991.738770
	Iteration 84Q: 3 clusters Score -2840659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -2840655.000000 Penalty: 4991.738770
	Iteration 85Q: 3 clusters Score -2840655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -2840658.250000 Penalty: 4991.738770
	Iteration 86Q: 3 clusters Score -2840658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -2840656.250000 Penalty: 4991.738770
	Iteration 87Q: 3 clusters Score -2840656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -2840658.500000 Penalty: 4991.738770
	Iteration 88Q: 3 clusters Score -2840658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -2840662.500000 Penalty: 4991.738770
	Iteration 89Q: 3 clusters Score -2840662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -2840656.000000 Penalty: 4991.738770
	Iteration 90Q: 3 clusters Score -2840656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -2840661.750000 Penalty: 4991.738770
	Iteration 91Q: 3 clusters Score -2840662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -2840660.000000 Penalty: 4991.738770
	Iteration 92Q: 3 clusters Score -2840660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -2840661.500000 Penalty: 4991.738770
	Iteration 93Q: 3 clusters Score -2840662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -2840662.750000 Penalty: 4991.738770
	Iteration 94Q: 3 clusters Score -2840663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -2840661.750000 Penalty: 4991.738770
	Iteration 95Q: 3 clusters Score -2840662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2840663.000000 Penalty: 4991.738770
	Iteration 96Q: 3 clusters Score -2840663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -2840663.250000 Penalty: 4991.738770
	Iteration 97Q: 3 clusters Score -2840663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -2840670.250000 Penalty: 4991.738770
	Iteration 98Q: 3 clusters Score -2840670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -2840669.500000 Penalty: 4991.738770
	Iteration 99Q: 3 clusters Score -2840670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -2840671.000000 Penalty: 4991.738770
	Iteration 100F: 3 clusters Score -2840671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2840672.250000 Penalty: 4991.738770
	Iteration 101Q: 3 clusters Score -2840672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -2840676.750000 Penalty: 4991.738770
	Iteration 102Q: 3 clusters Score -2840677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -2840675.500000 Penalty: 4991.738770
	Iteration 103Q: 3 clusters Score -2840676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -2840679.500000 Penalty: 4991.738770
	Iteration 104Q: 3 clusters Score -2840680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -2840680.750000 Penalty: 4991.738770
	Iteration 105Q: 3 clusters Score -2840681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -2840679.250000 Penalty: 4991.738770
	Iteration 106Q: 3 clusters Score -2840679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -2840676.500000 Penalty: 4991.738770
	Iteration 107Q: 3 clusters Score -2840676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -2840682.750000 Penalty: 4991.738770
	Iteration 108Q: 3 clusters Score -2840683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -2840682.750000 Penalty: 4991.738770
	Iteration 109F: 3 clusters Score -2840683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Entering Unmasked Estep 
Score: -1683620.375000 Penalty: 2379.354980
	Iteration 0F: 2 clusters Score -1683620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1672924.125000 Penalty: 4758.709961
	Iteration 0F: 3 clusters Score -1672924 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1676222.250000 Penalty: 4758.709961
	Iteration 1F: 3 clusters Score -1676222 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1676639.125000 Penalty: 4758.709961
	Iteration 2F: 3 clusters Score -1676639 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1677020.125000 Penalty: 4758.709961
	Iteration 3F: 3 clusters Score -1677020 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1677357.125000 Penalty: 4758.709961
	Iteration 4F: 3 clusters Score -1677357 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1677650.500000 Penalty: 4758.709961
	Iteration 5Q: 3 clusters Score -1677650 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1677954.875000 Penalty: 4758.709961
	Iteration 6Q: 3 clusters Score -1677955 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1678263.750000 Penalty: 4758.709961
	Iteration 7Q: 3 clusters Score -1678264 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1678557.750000 Penalty: 4758.709961
	Iteration 8Q: 3 clusters Score -1678558 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1678844.625000 Penalty: 4758.709961
	Iteration 9Q: 3 clusters Score -1678845 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1679098.875000 Penalty: 4758.709961
	Iteration 10Q: 3 clusters Score -1679099 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1679320.125000 Penalty: 4758.709961
	Iteration 11Q: 3 clusters Score -1679320 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1679587.625000 Penalty: 4758.709961
	Iteration 12Q: 3 clusters Score -1679588 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1679861.000000 Penalty: 4758.709961
	Iteration 13Q: 3 clusters Score -1679861 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1680146.875000 Penalty: 4758.709961
	Iteration 14Q: 3 clusters Score -1680147 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1680418.000000 Penalty: 4758.709961
	Iteration 15Q: 3 clusters Score -1680418 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1680693.375000 Penalty: 4758.709961
	Iteration 16Q: 3 clusters Score -1680693 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1680937.625000 Penalty: 4758.709961
	Iteration 17Q: 3 clusters Score -1680938 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1681138.750000 Penalty: 4758.709961
	Iteration 18Q: 3 clusters Score -1681139 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1681286.500000 Penalty: 4758.709961
	Iteration 19Q: 3 clusters Score -1681286 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1681411.000000 Penalty: 4758.709961
	Iteration 20F: 3 clusters Score -1681411 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1681497.625000 Penalty: 4758.709961
	Iteration 21Q: 3 clusters Score -1681498 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1681566.000000 Penalty: 4758.709961
	Iteration 22Q: 3 clusters Score -1681566 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1681617.750000 Penalty: 4758.709961
	Iteration 23Q: 3 clusters Score -1681618 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1681668.250000 Penalty: 4758.709961
	Iteration 24Q: 3 clusters Score -1681668 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1681705.375000 Penalty: 4758.709961
	Iteration 25Q: 3 clusters Score -1681705 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1681727.375000 Penalty: 4758.709961
	Iteration 26Q: 3 clusters Score -1681727 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1681749.750000 Penalty: 4758.709961
	Iteration 27Q: 3 clusters Score -1681750 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1681766.000000 Penalty: 4758.709961
	Iteration 28Q: 3 clusters Score -1681766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1681780.875000 Penalty: 4758.709961
	Iteration 29Q: 3 clusters Score -1681781 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1681795.750000 Penalty: 4758.709961
	Iteration 30Q: 3 clusters Score -1681796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1681813.000000 Penalty: 4758.709961
	Iteration 31Q: 3 clusters Score -1681813 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1681825.500000 Penalty: 4758.709961
	Iteration 32Q: 3 clusters Score -1681826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1681838.500000 Penalty: 4758.709961
	Iteration 33Q: 3 clusters Score -1681838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1681844.875000 Penalty: 4758.709961
	Iteration 34Q: 3 clusters Score -1681845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1681849.500000 Penalty: 4758.709961
	Iteration 35Q: 3 clusters Score -1681850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1681855.875000 Penalty: 4758.709961
	Iteration 36Q: 3 clusters Score -1681856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1681864.875000 Penalty: 4758.709961
	Iteration 37Q: 3 clusters Score -1681865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1681866.125000 Penalty: 4758.709961
	Iteration 38Q: 3 clusters Score -1681866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1681866.000000 Penalty: 4758.709961
	Iteration 39Q: 3 clusters Score -1681866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1681868.875000 Penalty: 4758.709961
	Iteration 40F: 3 clusters Score -1681869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1681868.000000 Penalty: 4758.709961
	Iteration 41Q: 3 clusters Score -1681868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1681868.000000 Penalty: 4758.709961
	Iteration 42Q: 3 clusters Score -1681868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1681868.375000 Penalty: 4758.709961
	Iteration 43Q: 3 clusters Score -1681868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1681871.000000 Penalty: 4758.709961
	Iteration 44Q: 3 clusters Score -1681871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1681871.625000 Penalty: 4758.709961
	Iteration 45Q: 3 clusters Score -1681872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1681873.750000 Penalty: 4758.709961
	Iteration 46Q: 3 clusters Score -1681874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1681874.625000 Penalty: 4758.709961
	Iteration 47Q: 3 clusters Score -1681875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1681873.125000 Penalty: 4758.709961
	Iteration 48Q: 3 clusters Score -1681873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1681875.750000 Penalty: 4758.709961
	Iteration 49Q: 3 clusters Score -1681876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1681877.125000 Penalty: 4758.709961
	Iteration 50Q: 3 clusters Score -1681877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1681878.875000 Penalty: 4758.709961
	Iteration 51Q: 3 clusters Score -1681879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1681881.875000 Penalty: 4758.709961
	Iteration 52Q: 3 clusters Score -1681882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1681888.500000 Penalty: 4758.709961
	Iteration 53Q: 3 clusters Score -1681888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1681892.375000 Penalty: 4758.709961
	Iteration 54Q: 3 clusters Score -1681892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1681894.125000 Penalty: 4758.709961
	Iteration 55Q: 3 clusters Score -1681894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1681902.000000 Penalty: 4758.709961
	Iteration 56Q: 3 clusters Score -1681902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1681900.375000 Penalty: 4758.709961
	Iteration 57Q: 3 clusters Score -1681900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1681902.625000 Penalty: 4758.709961
	Iteration 58Q: 3 clusters Score -1681903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1681900.750000 Penalty: 4758.709961
	Iteration 59Q: 3 clusters Score -1681901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1681900.625000 Penalty: 4758.709961
	Iteration 60F: 3 clusters Score -1681901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Entering Unmasked Estep 
Score: -4643289.000000 Penalty: 2614.519287
	Iteration 0F: 2 clusters Score -4643289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -4617654.500000 Penalty: 5229.038574
	Iteration 0F: 3 clusters Score -4617654 nChanged 17365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -4627358.000000 Penalty: 5229.038574
	Iteration 1F: 3 clusters Score -4627358 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -4628026.000000 Penalty: 5229.038574
	Iteration 2Q: 3 clusters Score -4628026 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -4628852.000000 Penalty: 5229.038574
	Iteration 3Q: 3 clusters Score -4628852 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -4629760.500000 Penalty: 5229.038574
	Iteration 4F: 3 clusters Score -4629760 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -4630827.000000 Penalty: 5229.038574
	Iteration 5F: 3 clusters Score -4630827 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -4631881.500000 Penalty: 5229.038574
	Iteration 6F: 3 clusters Score -4631882 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -4632887.500000 Penalty: 5229.038574
	Iteration 7F: 3 clusters Score -4632888 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -4633681.000000 Penalty: 5229.038574
	Iteration 8Q: 3 clusters Score -4633681 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -4634361.000000 Penalty: 5229.038574
	Iteration 9Q: 3 clusters Score -4634361 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -4634941.500000 Penalty: 5229.038574
	Iteration 10Q: 3 clusters Score -4634942 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -4635472.000000 Penalty: 5229.038574
	Iteration 11Q: 3 clusters Score -4635472 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -4636056.000000 Penalty: 5229.038574
	Iteration 12Q: 3 clusters Score -4636056 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -4636564.500000 Penalty: 5229.038574
	Iteration 13Q: 3 clusters Score -4636564 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -4637153.000000 Penalty: 5229.038574
	Iteration 14Q: 3 clusters Score -4637153 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -4637660.000000 Penalty: 5229.038574
	Iteration 15Q: 3 clusters Score -4637660 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -4638225.000000 Penalty: 5229.038574
	Iteration 16Q: 3 clusters Score -4638225 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -4638787.500000 Penalty: 5229.038574
	Iteration 17Q: 3 clusters Score -4638788 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -4639313.000000 Penalty: 5229.038574
	Iteration 18Q: 3 clusters Score -4639313 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -4639700.000000 Penalty: 5229.038574
	Iteration 19Q: 3 clusters Score -4639700 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -4640086.000000 Penalty: 5229.038574
	Iteration 20F: 3 clusters Score -4640086 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -4640355.000000 Penalty: 5229.038574
	Iteration 21Q: 3 clusters Score -4640355 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -4640526.500000 Penalty: 5229.038574
	Iteration 22Q: 3 clusters Score -4640526 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -4640684.000000 Penalty: 5229.038574
	Iteration 23Q: 3 clusters Score -4640684 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -4640806.500000 Penalty: 5229.038574
	Iteration 24Q: 3 clusters Score -4640806 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -4640900.500000 Penalty: 5229.038574
	Iteration 25Q: 3 clusters Score -4640900 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -4640961.500000 Penalty: 5229.038574
	Iteration 26Q: 3 clusters Score -4640962 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -4641005.500000 Penalty: 5229.038574
	Iteration 27Q: 3 clusters Score -4641006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -4641027.000000 Penalty: 5229.038574
	Iteration 28Q: 3 clusters Score -4641027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -4641036.000000 Penalty: 5229.038574
	Iteration 29Q: 3 clusters Score -4641036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -4641044.000000 Penalty: 5229.038574
	Iteration 30Q: 3 clusters Score -4641044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -4641054.000000 Penalty: 5229.038574
	Iteration 31Q: 3 clusters Score -4641054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -4641060.000000 Penalty: 5229.038574
	Iteration 32Q: 3 clusters Score -4641060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -4641071.500000 Penalty: 5229.038574
	Iteration 33Q: 3 clusters Score -4641072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -4641077.500000 Penalty: 5229.038574
	Iteration 34Q: 3 clusters Score -4641078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -4641088.500000 Penalty: 5229.038574
	Iteration 35Q: 3 clusters Score -4641088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -4641096.000000 Penalty: 5229.038574
	Iteration 36Q: 3 clusters Score -4641096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -4641104.000000 Penalty: 5229.038574
	Iteration 37Q: 3 clusters Score -4641104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -4641110.500000 Penalty: 5229.038574
	Iteration 38Q: 3 clusters Score -4641110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -4641116.000000 Penalty: 5229.038574
	Iteration 39Q: 3 clusters Score -4641116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -4641121.500000 Penalty: 5229.038574
	Iteration 40F: 3 clusters Score -4641122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -4641113.000000 Penalty: 5229.038574
	Iteration 41Q: 3 clusters Score -4641113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -4641122.500000 Penalty: 5229.038574
	Iteration 42Q: 3 clusters Score -4641122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -4641128.000000 Penalty: 5229.038574
	Iteration 43Q: 3 clusters Score -4641128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -4641132.000000 Penalty: 5229.038574
	Iteration 44Q: 3 clusters Score -4641132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -4641132.500000 Penalty: 5229.038574
	Iteration 45Q: 3 clusters Score -4641132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -4641132.500000 Penalty: 5229.038574
	Iteration 46Q: 3 clusters Score -4641132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -4641129.000000 Penalty: 5229.038574
	Iteration 47Q: 3 clusters Score -4641129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -4641135.500000 Penalty: 5229.038574
	Iteration 48Q: 3 clusters Score -4641136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -4641135.000000 Penalty: 5229.038574
	Iteration 49Q: 3 clusters Score -4641135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -4641144.000000 Penalty: 5229.038574
	Iteration 50Q: 3 clusters Score -4641144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -4641146.500000 Penalty: 5229.038574
	Iteration 51Q: 3 clusters Score -4641146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -4641146.500000 Penalty: 5229.038574
	Iteration 52Q: 3 clusters Score -4641146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -4641151.500000 Penalty: 5229.038574
	Iteration 53Q: 3 clusters Score -4641152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -4641151.500000 Penalty: 5229.038574
	Iteration 54F: 3 clusters Score -4641152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (157062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157062 members 
Entering Unmasked Estep 
Score: -19028176.000000 Penalty: 2967.170166
	Iteration 0F: 2 clusters Score -1.902818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78094 members 
Mstep: Class 2 contains 78968 members 
Entering Unmasked Estep 
Score: -18922960.000000 Penalty: 5934.340332
	Iteration 0F: 3 clusters Score -1.892296e+07 nChanged 75027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71289 members 
Mstep: Class 2 contains 85773 members 
Entering Unmasked Estep 
Score: -18967672.000000 Penalty: 5934.340332
	Iteration 1F: 3 clusters Score -1.896767e+07 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66721 members 
Mstep: Class 2 contains 90341 members 
Entering Unmasked Estep 
Score: -18970090.000000 Penalty: 5934.340332
	Iteration 2Q: 3 clusters Score -1.897009e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59901 members 
Mstep: Class 2 contains 97161 members 
Entering Unmasked Estep 
Score: -18974424.000000 Penalty: 5934.340332
	Iteration 3F: 3 clusters Score -1.897442e+07 nChanged 10244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50477 members 
Mstep: Class 2 contains 106585 members 
Entering Unmasked Estep 
Score: -18980934.000000 Penalty: 5934.340332
	Iteration 4F: 3 clusters Score -1.898093e+07 nChanged 12439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 118596 members 
Entering Unmasked Estep 
Score: -18990728.000000 Penalty: 5934.340332
	Iteration 5F: 3 clusters Score -1.899073e+07 nChanged 13443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 131847 members 
Entering Unmasked Estep 
Score: -19002816.000000 Penalty: 5934.340332
	Iteration 6F: 3 clusters Score -1.900282e+07 nChanged 11428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 143159 members 
Entering Unmasked Estep 
Score: -19013446.000000 Penalty: 5934.340332
	Iteration 7F: 3 clusters Score -1.901345e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 150570 members 
Entering Unmasked Estep 
Score: -19020316.000000 Penalty: 5934.340332
	Iteration 8Q: 3 clusters Score -1.902032e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 154223 members 
Entering Unmasked Estep 
Score: -19023518.000000 Penalty: 5934.340332
	Iteration 9Q: 3 clusters Score -1.902352e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 155754 members 
Entering Unmasked Estep 
Score: -19024732.000000 Penalty: 5934.340332
	Iteration 10Q: 3 clusters Score -1.902473e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 156330 members 
Entering Unmasked Estep 
Score: -19025192.000000 Penalty: 5934.340332
	Iteration 11Q: 3 clusters Score -1.902519e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 156539 members 
Entering Unmasked Estep 
Score: -19025420.000000 Penalty: 5934.340332
	Iteration 12Q: 3 clusters Score -1.902542e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 156635 members 
Entering Unmasked Estep 
Score: -19025506.000000 Penalty: 5934.340332
	Iteration 13Q: 3 clusters Score -1.902551e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 156676 members 
Entering Unmasked Estep 
Score: -19025552.000000 Penalty: 5934.340332
	Iteration 14Q: 3 clusters Score -1.902555e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 156693 members 
Entering Unmasked Estep 
Score: -19025582.000000 Penalty: 5934.340332
	Iteration 15Q: 3 clusters Score -1.902558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 156705 members 
Entering Unmasked Estep 
Score: -19025616.000000 Penalty: 5934.340332
	Iteration 16Q: 3 clusters Score -1.902562e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 156716 members 
Entering Unmasked Estep 
Score: -19025622.000000 Penalty: 5934.340332
	Iteration 17Q: 3 clusters Score -1.902562e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 156722 members 
Entering Unmasked Estep 
Score: -19025638.000000 Penalty: 5934.340332
	Iteration 18Q: 3 clusters Score -1.902564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 156726 members 
Entering Unmasked Estep 
Score: -19025650.000000 Penalty: 5934.340332
	Iteration 19Q: 3 clusters Score -1.902565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 156725 members 
Entering Unmasked Estep 
Score: -19025650.000000 Penalty: 5934.340332
	Iteration 20F: 3 clusters Score -1.902565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Entering Unmasked Estep 
Score: -305285.718750 Penalty: 1989.434326
	Iteration 0F: 2 clusters Score -305285.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -302350.250000 Penalty: 3978.868652
	Iteration 0F: 3 clusters Score -302350.2 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -306565.000000 Penalty: 3978.868652
	Iteration 1F: 3 clusters Score -306565 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -310314.156250 Penalty: 3978.868652
	Iteration 2F: 3 clusters Score -310314.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -313767.093750 Penalty: 3978.868652
	Iteration 3F: 3 clusters Score -313767.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -315821.187500 Penalty: 3978.868652
	Iteration 4F: 3 clusters Score -315821.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -317733.593750 Penalty: 3978.868652
	Iteration 5Q: 3 clusters Score -317733.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -318234.468750 Penalty: 3978.868652
	Iteration 6Q: 3 clusters Score -318234.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -318248.937500 Penalty: 3978.868652
	Iteration 7Q: 3 clusters Score -318248.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -318253.156250 Penalty: 3978.868652
	Iteration 8Q: 3 clusters Score -318253.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -318253.156250 Penalty: 3978.868652
	Iteration 9F: 3 clusters Score -318253.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6303 members 
Mstep: Class 3 contains 7598 members 
Mstep: Class 4 contains 23482 members 
Mstep: Class 5 contains 14679 members 
Mstep: Class 6 contains 37889 members 
Mstep: Class 7 contains 157062 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 17535 members 
Mstep: Class 11 contains 15219 members 
Mstep: Class 12 contains 37421 members 
Mstep: Class 14 contains 118048 members 
Mstep: Class 15 contains 268365 members 
Mstep: Class 16 contains 120362 members 
Mstep: Class 17 contains 43927 members 
Mstep: Class 18 contains 274006 members 
Mstep: Class 19 contains 15403 members 
Mstep: Class 20 contains 57724 members 
Mstep: Class 21 contains 106519 members 
Mstep: Class 23 contains 8024 members 
Entering Unmasked Estep 
Score: -158377616.000000 Penalty: 69949.304688
Splitting cluster 9 changes total score from -158365744.000000 to -158377616.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 10 (17535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Entering Unmasked Estep 
Score: -2072232.125000 Penalty: 2423.444824
	Iteration 0F: 2 clusters Score -2072232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2059762.250000 Penalty: 4846.889648
	Iteration 0F: 3 clusters Score -2059762 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2064032.000000 Penalty: 4846.889648
	Iteration 1F: 3 clusters Score -2064032 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2064515.000000 Penalty: 4846.889648
	Iteration 2F: 3 clusters Score -2064515 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2064922.750000 Penalty: 4846.889648
	Iteration 3F: 3 clusters Score -2064923 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2065259.875000 Penalty: 4846.889648
	Iteration 4Q: 3 clusters Score -2065260 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2065575.125000 Penalty: 4846.889648
	Iteration 5Q: 3 clusters Score -2065575 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2065889.375000 Penalty: 4846.889648
	Iteration 6Q: 3 clusters Score -2065889 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2066206.500000 Penalty: 4846.889648
	Iteration 7Q: 3 clusters Score -2066206 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2066531.375000 Penalty: 4846.889648
	Iteration 8Q: 3 clusters Score -2066531 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2066907.125000 Penalty: 4846.889648
	Iteration 9Q: 3 clusters Score -2066907 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2067321.875000 Penalty: 4846.889648
	Iteration 10Q: 3 clusters Score -2067322 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2067751.125000 Penalty: 4846.889648
	Iteration 11Q: 3 clusters Score -2067751 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2068162.875000 Penalty: 4846.889648
	Iteration 12Q: 3 clusters Score -2068163 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2068494.125000 Penalty: 4846.889648
	Iteration 13Q: 3 clusters Score -2068494 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2068787.625000 Penalty: 4846.889648
	Iteration 14Q: 3 clusters Score -2068788 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2069040.000000 Penalty: 4846.889648
	Iteration 15Q: 3 clusters Score -2069040 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2069238.750000 Penalty: 4846.889648
	Iteration 16Q: 3 clusters Score -2069239 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2069410.750000 Penalty: 4846.889648
	Iteration 17Q: 3 clusters Score -2069411 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2069577.375000 Penalty: 4846.889648
	Iteration 18Q: 3 clusters Score -2069577 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2069711.125000 Penalty: 4846.889648
	Iteration 19Q: 3 clusters Score -2069711 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2069829.375000 Penalty: 4846.889648
	Iteration 20F: 3 clusters Score -2069829 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2069934.625000 Penalty: 4846.889648
	Iteration 21Q: 3 clusters Score -2069935 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2070015.625000 Penalty: 4846.889648
	Iteration 22Q: 3 clusters Score -2070016 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2070072.750000 Penalty: 4846.889648
	Iteration 23Q: 3 clusters Score -2070073 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2070129.125000 Penalty: 4846.889648
	Iteration 24Q: 3 clusters Score -2070129 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2070195.625000 Penalty: 4846.889648
	Iteration 25Q: 3 clusters Score -2070196 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2070236.750000 Penalty: 4846.889648
	Iteration 26Q: 3 clusters Score -2070237 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2070270.625000 Penalty: 4846.889648
	Iteration 27Q: 3 clusters Score -2070271 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2070308.750000 Penalty: 4846.889648
	Iteration 28Q: 3 clusters Score -2070309 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2070353.000000 Penalty: 4846.889648
	Iteration 29Q: 3 clusters Score -2070353 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2070378.125000 Penalty: 4846.889648
	Iteration 30Q: 3 clusters Score -2070378 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2070401.375000 Penalty: 4846.889648
	Iteration 31Q: 3 clusters Score -2070401 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2070429.125000 Penalty: 4846.889648
	Iteration 32Q: 3 clusters Score -2070429 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2070450.375000 Penalty: 4846.889648
	Iteration 33Q: 3 clusters Score -2070450 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2070478.500000 Penalty: 4846.889648
	Iteration 34Q: 3 clusters Score -2070478 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2070513.125000 Penalty: 4846.889648
	Iteration 35Q: 3 clusters Score -2070513 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2070537.000000 Penalty: 4846.889648
	Iteration 36Q: 3 clusters Score -2070537 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2070551.750000 Penalty: 4846.889648
	Iteration 37Q: 3 clusters Score -2070552 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2070572.750000 Penalty: 4846.889648
	Iteration 38Q: 3 clusters Score -2070573 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2070588.375000 Penalty: 4846.889648
	Iteration 39Q: 3 clusters Score -2070588 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2070602.375000 Penalty: 4846.889648
	Iteration 40F: 3 clusters Score -2070602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2070609.625000 Penalty: 4846.889648
	Iteration 41Q: 3 clusters Score -2070610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2070621.875000 Penalty: 4846.889648
	Iteration 42Q: 3 clusters Score -2070622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2070631.625000 Penalty: 4846.889648
	Iteration 43Q: 3 clusters Score -2070632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2070638.375000 Penalty: 4846.889648
	Iteration 44Q: 3 clusters Score -2070638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2070644.500000 Penalty: 4846.889648
	Iteration 45Q: 3 clusters Score -2070644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2070647.000000 Penalty: 4846.889648
	Iteration 46Q: 3 clusters Score -2070647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2070646.500000 Penalty: 4846.889648
	Iteration 47Q: 3 clusters Score -2070646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2070648.750000 Penalty: 4846.889648
	Iteration 48Q: 3 clusters Score -2070649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2070645.750000 Penalty: 4846.889648
	Iteration 49Q: 3 clusters Score -2070646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2070645.750000 Penalty: 4846.889648
	Iteration 50Q: 3 clusters Score -2070646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2070643.625000 Penalty: 4846.889648
	Iteration 51Q: 3 clusters Score -2070644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2070650.500000 Penalty: 4846.889648
	Iteration 52Q: 3 clusters Score -2070650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2070646.375000 Penalty: 4846.889648
	Iteration 53Q: 3 clusters Score -2070646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2070647.750000 Penalty: 4846.889648
	Iteration 54Q: 3 clusters Score -2070648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2070647.000000 Penalty: 4846.889648
	Iteration 55Q: 3 clusters Score -2070647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2070647.125000 Penalty: 4846.889648
	Iteration 56Q: 3 clusters Score -2070647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2070650.375000 Penalty: 4846.889648
	Iteration 57Q: 3 clusters Score -2070650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2070650.375000 Penalty: 4846.889648
	Iteration 58F: 3 clusters Score -2070650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Entering Unmasked Estep 
Score: -1731081.125000 Penalty: 2388.314209
	Iteration 0F: 2 clusters Score -1731081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1720098.125000 Penalty: 4776.628418
	Iteration 0F: 3 clusters Score -1720098 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1723608.375000 Penalty: 4776.628418
	Iteration 1F: 3 clusters Score -1723608 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1723983.375000 Penalty: 4776.628418
	Iteration 2F: 3 clusters Score -1723983 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1724307.125000 Penalty: 4776.628418
	Iteration 3Q: 3 clusters Score -1724307 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1724573.625000 Penalty: 4776.628418
	Iteration 4Q: 3 clusters Score -1724574 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1724777.250000 Penalty: 4776.628418
	Iteration 5Q: 3 clusters Score -1724777 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1724941.375000 Penalty: 4776.628418
	Iteration 6Q: 3 clusters Score -1724941 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1725070.750000 Penalty: 4776.628418
	Iteration 7Q: 3 clusters Score -1725071 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1725168.750000 Penalty: 4776.628418
	Iteration 8Q: 3 clusters Score -1725169 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1725253.750000 Penalty: 4776.628418
	Iteration 9Q: 3 clusters Score -1725254 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1725325.625000 Penalty: 4776.628418
	Iteration 10Q: 3 clusters Score -1725326 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1725402.375000 Penalty: 4776.628418
	Iteration 11Q: 3 clusters Score -1725402 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1725468.625000 Penalty: 4776.628418
	Iteration 12Q: 3 clusters Score -1725469 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1725541.125000 Penalty: 4776.628418
	Iteration 13Q: 3 clusters Score -1725541 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1725633.875000 Penalty: 4776.628418
	Iteration 14Q: 3 clusters Score -1725634 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1725723.375000 Penalty: 4776.628418
	Iteration 15Q: 3 clusters Score -1725723 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1725828.750000 Penalty: 4776.628418
	Iteration 16Q: 3 clusters Score -1725829 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1725928.625000 Penalty: 4776.628418
	Iteration 17Q: 3 clusters Score -1725929 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1726026.625000 Penalty: 4776.628418
	Iteration 18Q: 3 clusters Score -1726027 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1726128.375000 Penalty: 4776.628418
	Iteration 19Q: 3 clusters Score -1726128 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1726244.750000 Penalty: 4776.628418
	Iteration 20F: 3 clusters Score -1726245 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1726364.125000 Penalty: 4776.628418
	Iteration 21Q: 3 clusters Score -1726364 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1726477.875000 Penalty: 4776.628418
	Iteration 22Q: 3 clusters Score -1726478 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1726595.625000 Penalty: 4776.628418
	Iteration 23Q: 3 clusters Score -1726596 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1726738.375000 Penalty: 4776.628418
	Iteration 24Q: 3 clusters Score -1726738 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1726894.500000 Penalty: 4776.628418
	Iteration 25Q: 3 clusters Score -1726894 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1727050.250000 Penalty: 4776.628418
	Iteration 26Q: 3 clusters Score -1727050 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1727192.625000 Penalty: 4776.628418
	Iteration 27Q: 3 clusters Score -1727193 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1727323.500000 Penalty: 4776.628418
	Iteration 28Q: 3 clusters Score -1727324 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1727447.625000 Penalty: 4776.628418
	Iteration 29Q: 3 clusters Score -1727448 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1727558.500000 Penalty: 4776.628418
	Iteration 30Q: 3 clusters Score -1727558 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1727655.375000 Penalty: 4776.628418
	Iteration 31Q: 3 clusters Score -1727655 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1727766.375000 Penalty: 4776.628418
	Iteration 32Q: 3 clusters Score -1727766 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1727869.250000 Penalty: 4776.628418
	Iteration 33Q: 3 clusters Score -1727869 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1727975.500000 Penalty: 4776.628418
	Iteration 34Q: 3 clusters Score -1727976 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1728092.625000 Penalty: 4776.628418
	Iteration 35Q: 3 clusters Score -1728093 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1728200.250000 Penalty: 4776.628418
	Iteration 36Q: 3 clusters Score -1728200 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1728316.625000 Penalty: 4776.628418
	Iteration 37Q: 3 clusters Score -1728317 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1728416.625000 Penalty: 4776.628418
	Iteration 38Q: 3 clusters Score -1728417 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1728501.375000 Penalty: 4776.628418
	Iteration 39Q: 3 clusters Score -1728501 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1728569.750000 Penalty: 4776.628418
	Iteration 40F: 3 clusters Score -1728570 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1728627.625000 Penalty: 4776.628418
	Iteration 41Q: 3 clusters Score -1728628 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1728664.625000 Penalty: 4776.628418
	Iteration 42Q: 3 clusters Score -1728665 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1728701.500000 Penalty: 4776.628418
	Iteration 43Q: 3 clusters Score -1728702 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1728735.500000 Penalty: 4776.628418
	Iteration 44Q: 3 clusters Score -1728736 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1728780.750000 Penalty: 4776.628418
	Iteration 45Q: 3 clusters Score -1728781 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1728817.750000 Penalty: 4776.628418
	Iteration 46Q: 3 clusters Score -1728818 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1728863.250000 Penalty: 4776.628418
	Iteration 47Q: 3 clusters Score -1728863 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1728891.625000 Penalty: 4776.628418
	Iteration 48Q: 3 clusters Score -1728892 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1728921.875000 Penalty: 4776.628418
	Iteration 49Q: 3 clusters Score -1728922 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1728943.125000 Penalty: 4776.628418
	Iteration 50Q: 3 clusters Score -1728943 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1728961.250000 Penalty: 4776.628418
	Iteration 51Q: 3 clusters Score -1728961 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1728972.500000 Penalty: 4776.628418
	Iteration 52Q: 3 clusters Score -1728972 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1728986.875000 Penalty: 4776.628418
	Iteration 53Q: 3 clusters Score -1728987 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1728998.625000 Penalty: 4776.628418
	Iteration 54Q: 3 clusters Score -1728999 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1729019.000000 Penalty: 4776.628418
	Iteration 55Q: 3 clusters Score -1729019 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1729029.750000 Penalty: 4776.628418
	Iteration 56Q: 3 clusters Score -1729030 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1729043.250000 Penalty: 4776.628418
	Iteration 57Q: 3 clusters Score -1729043 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1729050.625000 Penalty: 4776.628418
	Iteration 58Q: 3 clusters Score -1729051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1729060.125000 Penalty: 4776.628418
	Iteration 59Q: 3 clusters Score -1729060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1729066.750000 Penalty: 4776.628418
	Iteration 60F: 3 clusters Score -1729067 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1729070.500000 Penalty: 4776.628418
	Iteration 61Q: 3 clusters Score -1729070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1729078.875000 Penalty: 4776.628418
	Iteration 62Q: 3 clusters Score -1729079 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1729083.750000 Penalty: 4776.628418
	Iteration 63Q: 3 clusters Score -1729084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1729092.250000 Penalty: 4776.628418
	Iteration 64Q: 3 clusters Score -1729092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1729093.250000 Penalty: 4776.628418
	Iteration 65Q: 3 clusters Score -1729093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1729102.625000 Penalty: 4776.628418
	Iteration 66Q: 3 clusters Score -1729103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1729106.875000 Penalty: 4776.628418
	Iteration 67Q: 3 clusters Score -1729107 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1729113.000000 Penalty: 4776.628418
	Iteration 68Q: 3 clusters Score -1729113 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1729117.000000 Penalty: 4776.628418
	Iteration 69Q: 3 clusters Score -1729117 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1729121.000000 Penalty: 4776.628418
	Iteration 70Q: 3 clusters Score -1729121 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1729126.500000 Penalty: 4776.628418
	Iteration 71Q: 3 clusters Score -1729126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1729140.375000 Penalty: 4776.628418
	Iteration 72Q: 3 clusters Score -1729140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1729137.625000 Penalty: 4776.628418
	Iteration 73Q: 3 clusters Score -1729138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1729142.625000 Penalty: 4776.628418
	Iteration 74Q: 3 clusters Score -1729143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1729145.375000 Penalty: 4776.628418
	Iteration 75Q: 3 clusters Score -1729145 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1729150.875000 Penalty: 4776.628418
	Iteration 76Q: 3 clusters Score -1729151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1729158.500000 Penalty: 4776.628418
	Iteration 77Q: 3 clusters Score -1729158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1729167.750000 Penalty: 4776.628418
	Iteration 78Q: 3 clusters Score -1729168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1729174.125000 Penalty: 4776.628418
	Iteration 79Q: 3 clusters Score -1729174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1729176.750000 Penalty: 4776.628418
	Iteration 80F: 3 clusters Score -1729177 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1729182.250000 Penalty: 4776.628418
	Iteration 81Q: 3 clusters Score -1729182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1729184.375000 Penalty: 4776.628418
	Iteration 82Q: 3 clusters Score -1729184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1729189.750000 Penalty: 4776.628418
	Iteration 83Q: 3 clusters Score -1729190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1729191.250000 Penalty: 4776.628418
	Iteration 84Q: 3 clusters Score -1729191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1729193.125000 Penalty: 4776.628418
	Iteration 85Q: 3 clusters Score -1729193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1729198.500000 Penalty: 4776.628418
	Iteration 86Q: 3 clusters Score -1729198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1729203.875000 Penalty: 4776.628418
	Iteration 87Q: 3 clusters Score -1729204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1729207.500000 Penalty: 4776.628418
	Iteration 88Q: 3 clusters Score -1729208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1729206.500000 Penalty: 4776.628418
	Iteration 89Q: 3 clusters Score -1729206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1729209.875000 Penalty: 4776.628418
	Iteration 90Q: 3 clusters Score -1729210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1729215.250000 Penalty: 4776.628418
	Iteration 91Q: 3 clusters Score -1729215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1729220.125000 Penalty: 4776.628418
	Iteration 92Q: 3 clusters Score -1729220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1729217.500000 Penalty: 4776.628418
	Iteration 93Q: 3 clusters Score -1729218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1729223.250000 Penalty: 4776.628418
	Iteration 94Q: 3 clusters Score -1729223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1729224.750000 Penalty: 4776.628418
	Iteration 95Q: 3 clusters Score -1729225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1729228.000000 Penalty: 4776.628418
	Iteration 96Q: 3 clusters Score -1729228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1729229.375000 Penalty: 4776.628418
	Iteration 97Q: 3 clusters Score -1729229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1729228.750000 Penalty: 4776.628418
	Iteration 98Q: 3 clusters Score -1729229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1729231.000000 Penalty: 4776.628418
	Iteration 99Q: 3 clusters Score -1729231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1729231.000000 Penalty: 4776.628418
	Iteration 100F: 3 clusters Score -1729231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Entering Unmasked Estep 
Score: -4553409.000000 Penalty: 2611.436768
	Iteration 0F: 2 clusters Score -4553409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -4527854.500000 Penalty: 5222.873535
	Iteration 0F: 3 clusters Score -4527854 nChanged 17031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -4537521.500000 Penalty: 5222.873535
	Iteration 1F: 3 clusters Score -4537522 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -4538203.500000 Penalty: 5222.873535
	Iteration 2F: 3 clusters Score -4538204 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -4538974.500000 Penalty: 5222.873535
	Iteration 3F: 3 clusters Score -4538974 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -4539847.500000 Penalty: 5222.873535
	Iteration 4F: 3 clusters Score -4539848 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -4541021.000000 Penalty: 5222.873535
	Iteration 5F: 3 clusters Score -4541021 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -4542467.000000 Penalty: 5222.873535
	Iteration 6F: 3 clusters Score -4542467 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -4544331.500000 Penalty: 5222.873535
	Iteration 7F: 3 clusters Score -4544332 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -4546321.000000 Penalty: 5222.873535
	Iteration 8F: 3 clusters Score -4546321 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -4548176.000000 Penalty: 5222.873535
	Iteration 9F: 3 clusters Score -4548176 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -4549494.500000 Penalty: 5222.873535
	Iteration 10Q: 3 clusters Score -4549494 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -4550325.000000 Penalty: 5222.873535
	Iteration 11Q: 3 clusters Score -4550325 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -4550746.500000 Penalty: 5222.873535
	Iteration 12Q: 3 clusters Score -4550746 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -4551020.000000 Penalty: 5222.873535
	Iteration 13Q: 3 clusters Score -4551020 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -4551161.000000 Penalty: 5222.873535
	Iteration 14Q: 3 clusters Score -4551161 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -4551235.500000 Penalty: 5222.873535
	Iteration 15Q: 3 clusters Score -4551236 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -4551300.000000 Penalty: 5222.873535
	Iteration 16Q: 3 clusters Score -4551300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -4551328.500000 Penalty: 5222.873535
	Iteration 17Q: 3 clusters Score -4551328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -4551348.000000 Penalty: 5222.873535
	Iteration 18Q: 3 clusters Score -4551348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -4551359.000000 Penalty: 5222.873535
	Iteration 19Q: 3 clusters Score -4551359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -4551360.500000 Penalty: 5222.873535
	Iteration 20F: 3 clusters Score -4551360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -4551370.000000 Penalty: 5222.873535
	Iteration 21Q: 3 clusters Score -4551370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -4551372.000000 Penalty: 5222.873535
	Iteration 22Q: 3 clusters Score -4551372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -4551377.500000 Penalty: 5222.873535
	Iteration 23Q: 3 clusters Score -4551378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -4551387.500000 Penalty: 5222.873535
	Iteration 24Q: 3 clusters Score -4551388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -4551389.000000 Penalty: 5222.873535
	Iteration 25Q: 3 clusters Score -4551389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -4551405.000000 Penalty: 5222.873535
	Iteration 26Q: 3 clusters Score -4551405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -4551404.000000 Penalty: 5222.873535
	Iteration 27Q: 3 clusters Score -4551404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -4551404.000000 Penalty: 5222.873535
	Iteration 28F: 3 clusters Score -4551404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (118048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118048 members 
Entering Unmasked Estep 
Score: -14349688.000000 Penalty: 2896.354004
	Iteration 0F: 2 clusters Score -1.434969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 59045 members 
Entering Unmasked Estep 
Score: -14270661.000000 Penalty: 5792.708008
	Iteration 0F: 3 clusters Score -1.427066e+07 nChanged 56293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 58754 members 
Entering Unmasked Estep 
Score: -14302855.000000 Penalty: 5792.708008
	Iteration 1F: 3 clusters Score -1.430286e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 58823 members 
Entering Unmasked Estep 
Score: -14303933.000000 Penalty: 5792.708008
	Iteration 2Q: 3 clusters Score -1.430393e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -14305120.000000 Penalty: 5792.708008
	Iteration 3Q: 3 clusters Score -1.430512e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59278 members 
Mstep: Class 2 contains 58770 members 
Entering Unmasked Estep 
Score: -14307045.000000 Penalty: 5792.708008
	Iteration 4Q: 3 clusters Score -1.430704e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59684 members 
Mstep: Class 2 contains 58364 members 
Entering Unmasked Estep 
Score: -14310489.000000 Penalty: 5792.708008
	Iteration 5Q: 3 clusters Score -1.431049e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -14316159.000000 Penalty: 5792.708008
	Iteration 6F: 3 clusters Score -1.431616e+07 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63205 members 
Mstep: Class 2 contains 54843 members 
Entering Unmasked Estep 
Score: -14324723.000000 Penalty: 5792.708008
	Iteration 7F: 3 clusters Score -1.432472e+07 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66661 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -14335291.000000 Penalty: 5792.708008
	Iteration 8F: 3 clusters Score -1.433529e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70036 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -14343675.000000 Penalty: 5792.708008
	Iteration 9F: 3 clusters Score -1.434368e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72408 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -14348772.000000 Penalty: 5792.708008
	Iteration 10F: 3 clusters Score -1.434877e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74208 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -14352628.000000 Penalty: 5792.708008
	Iteration 11Q: 3 clusters Score -1.435263e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75715 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -14356548.000000 Penalty: 5792.708008
	Iteration 12Q: 3 clusters Score -1.435655e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76926 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -14360013.000000 Penalty: 5792.708008
	Iteration 13Q: 3 clusters Score -1.436001e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77688 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -14361977.000000 Penalty: 5792.708008
	Iteration 14Q: 3 clusters Score -1.436198e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78140 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -14362743.000000 Penalty: 5792.708008
	Iteration 15Q: 3 clusters Score -1.436274e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78419 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -14363188.000000 Penalty: 5792.708008
	Iteration 16Q: 3 clusters Score -1.436319e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78588 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -14363236.000000 Penalty: 5792.708008
	Iteration 17Q: 3 clusters Score -1.436324e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78699 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -14363282.000000 Penalty: 5792.708008
	Iteration 18Q: 3 clusters Score -1.436328e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78782 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -14363282.000000 Penalty: 5792.708008
	Iteration 19Q: 3 clusters Score -1.436328e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78830 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -14363286.000000 Penalty: 5792.708008
	Iteration 20F: 3 clusters Score -1.436329e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78864 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -14363260.000000 Penalty: 5792.708008
	Iteration 21Q: 3 clusters Score -1.436326e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78890 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -14363280.000000 Penalty: 5792.708008
	Iteration 22Q: 3 clusters Score -1.436328e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78910 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -14363270.000000 Penalty: 5792.708008
	Iteration 23Q: 3 clusters Score -1.436327e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78922 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -14363276.000000 Penalty: 5792.708008
	Iteration 24Q: 3 clusters Score -1.436328e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78928 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -14363262.000000 Penalty: 5792.708008
	Iteration 25Q: 3 clusters Score -1.436326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78933 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -14363264.000000 Penalty: 5792.708008
	Iteration 26Q: 3 clusters Score -1.436326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78935 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -14363269.000000 Penalty: 5792.708008
	Iteration 27Q: 3 clusters Score -1.436327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78936 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -14363275.000000 Penalty: 5792.708008
	Iteration 28Q: 3 clusters Score -1.436328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78938 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -14363287.000000 Penalty: 5792.708008
	Iteration 29Q: 3 clusters Score -1.436329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78940 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -14363283.000000 Penalty: 5792.708008
	Iteration 30Q: 3 clusters Score -1.436328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78942 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -14363286.000000 Penalty: 5792.708008
	Iteration 31Q: 3 clusters Score -1.436329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78945 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -14363288.000000 Penalty: 5792.708008
	Iteration 32Q: 3 clusters Score -1.436329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78945 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -14363285.000000 Penalty: 5792.708008
	Iteration 33Q: 3 clusters Score -1.436328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78945 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -14363285.000000 Penalty: 5792.708008
	Iteration 34F: 3 clusters Score -1.436328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6303 members 
Mstep: Class 3 contains 7598 members 
Mstep: Class 4 contains 23482 members 
Mstep: Class 5 contains 14679 members 
Mstep: Class 6 contains 37889 members 
Mstep: Class 7 contains 157062 members 
Mstep: Class 8 contains 39103 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 17535 members 
Mstep: Class 11 contains 15219 members 
Mstep: Class 12 contains 37421 members 
Mstep: Class 14 contains 78945 members 
Mstep: Class 15 contains 268365 members 
Mstep: Class 16 contains 120362 members 
Mstep: Class 17 contains 43927 members 
Mstep: Class 18 contains 274006 members 
Mstep: Class 19 contains 15403 members 
Mstep: Class 20 contains 57724 members 
Mstep: Class 21 contains 106519 members 
Mstep: Class 23 contains 8024 members 
Entering Unmasked Estep 
Score: -158392624.000000 Penalty: 73446.765625
Splitting cluster 14 changes total score from -158365744.000000 to -158392624.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 15 (268365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268365 members 
Entering Unmasked Estep 
Score: -32808062.000000 Penalty: 3100.025635
	Iteration 0F: 2 clusters Score -3.280806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133993 members 
Mstep: Class 2 contains 134372 members 
Entering Unmasked Estep 
Score: -32655330.000000 Penalty: 6200.051270
	Iteration 0F: 3 clusters Score -3.265533e+07 nChanged 129869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130570 members 
Mstep: Class 2 contains 137795 members 
Entering Unmasked Estep 
Score: -32732250.000000 Penalty: 6200.051270
	Iteration 1F: 3 clusters Score -3.273225e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128023 members 
Mstep: Class 2 contains 140342 members 
Entering Unmasked Estep 
Score: -32734334.000000 Penalty: 6200.051270
	Iteration 2Q: 3 clusters Score -3.273433e+07 nChanged 9582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123913 members 
Mstep: Class 2 contains 144452 members 
Entering Unmasked Estep 
Score: -32737440.000000 Penalty: 6200.051270
	Iteration 3Q: 3 clusters Score -3.273744e+07 nChanged 12216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117361 members 
Mstep: Class 2 contains 151004 members 
Entering Unmasked Estep 
Score: -32742454.000000 Penalty: 6200.051270
	Iteration 4Q: 3 clusters Score -3.274245e+07 nChanged 15322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107917 members 
Mstep: Class 2 contains 160448 members 
Entering Unmasked Estep 
Score: -32750184.000000 Penalty: 6200.051270
	Iteration 5F: 3 clusters Score -3.275018e+07 nChanged 18105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96478 members 
Mstep: Class 2 contains 171887 members 
Entering Unmasked Estep 
Score: -32758656.000000 Penalty: 6200.051270
	Iteration 6F: 3 clusters Score -3.275866e+07 nChanged 18434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84802 members 
Mstep: Class 2 contains 183563 members 
Entering Unmasked Estep 
Score: -32765740.000000 Penalty: 6200.051270
	Iteration 7F: 3 clusters Score -3.276574e+07 nChanged 16254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Mstep: Class 2 contains 194231 members 
Entering Unmasked Estep 
Score: -32770642.000000 Penalty: 6200.051270
	Iteration 8F: 3 clusters Score -3.277064e+07 nChanged 13322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64648 members 
Mstep: Class 2 contains 203717 members 
Entering Unmasked Estep 
Score: -32774410.000000 Penalty: 6200.051270
	Iteration 9Q: 3 clusters Score -3.277441e+07 nChanged 10483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56563 members 
Mstep: Class 2 contains 211802 members 
Entering Unmasked Estep 
Score: -32777794.000000 Penalty: 6200.051270
	Iteration 10Q: 3 clusters Score -3.277779e+07 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 218788 members 
Entering Unmasked Estep 
Score: -32781202.000000 Penalty: 6200.051270
	Iteration 11Q: 3 clusters Score -3.27812e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 224687 members 
Entering Unmasked Estep 
Score: -32784180.000000 Penalty: 6200.051270
	Iteration 12Q: 3 clusters Score -3.278418e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 229238 members 
Entering Unmasked Estep 
Score: -32786936.000000 Penalty: 6200.051270
	Iteration 13Q: 3 clusters Score -3.278694e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 232390 members 
Entering Unmasked Estep 
Score: -32788760.000000 Penalty: 6200.051270
	Iteration 14Q: 3 clusters Score -3.278876e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 234446 members 
Entering Unmasked Estep 
Score: -32789848.000000 Penalty: 6200.051270
	Iteration 15Q: 3 clusters Score -3.278985e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 235788 members 
Entering Unmasked Estep 
Score: -32790580.000000 Penalty: 6200.051270
	Iteration 16Q: 3 clusters Score -3.279058e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 236822 members 
Entering Unmasked Estep 
Score: -32791022.000000 Penalty: 6200.051270
	Iteration 17Q: 3 clusters Score -3.279102e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 237655 members 
Entering Unmasked Estep 
Score: -32791328.000000 Penalty: 6200.051270
	Iteration 18Q: 3 clusters Score -3.279133e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 238436 members 
Entering Unmasked Estep 
Score: -32791614.000000 Penalty: 6200.051270
	Iteration 19Q: 3 clusters Score -3.279161e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 239151 members 
Entering Unmasked Estep 
Score: -32791716.000000 Penalty: 6200.051270
	Iteration 20F: 3 clusters Score -3.279172e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 239789 members 
Entering Unmasked Estep 
Score: -32791852.000000 Penalty: 6200.051270
	Iteration 21Q: 3 clusters Score -3.279185e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 240404 members 
Entering Unmasked Estep 
Score: -32791990.000000 Penalty: 6200.051270
	Iteration 22Q: 3 clusters Score -3.279199e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 241017 members 
Entering Unmasked Estep 
Score: -32792062.000000 Penalty: 6200.051270
	Iteration 23Q: 3 clusters Score -3.279206e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 241626 members 
Entering Unmasked Estep 
Score: -32792228.000000 Penalty: 6200.051270
	Iteration 24Q: 3 clusters Score -3.279223e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 242199 members 
Entering Unmasked Estep 
Score: -32792348.000000 Penalty: 6200.051270
	Iteration 25Q: 3 clusters Score -3.279235e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 242789 members 
Entering Unmasked Estep 
Score: -32792480.000000 Penalty: 6200.051270
	Iteration 26Q: 3 clusters Score -3.279248e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 243398 members 
Entering Unmasked Estep 
Score: -32792612.000000 Penalty: 6200.051270
	Iteration 27Q: 3 clusters Score -3.279261e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 244005 members 
Entering Unmasked Estep 
Score: -32792842.000000 Penalty: 6200.051270
	Iteration 28Q: 3 clusters Score -3.279284e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 244558 members 
Entering Unmasked Estep 
Score: -32792948.000000 Penalty: 6200.051270
	Iteration 29Q: 3 clusters Score -3.279295e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 245137 members 
Entering Unmasked Estep 
Score: -32793210.000000 Penalty: 6200.051270
	Iteration 30Q: 3 clusters Score -3.279321e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 245740 members 
Entering Unmasked Estep 
Score: -32793506.000000 Penalty: 6200.051270
	Iteration 31Q: 3 clusters Score -3.279351e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 246325 members 
Entering Unmasked Estep 
Score: -32793704.000000 Penalty: 6200.051270
	Iteration 32Q: 3 clusters Score -3.27937e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 246916 members 
Entering Unmasked Estep 
Score: -32793956.000000 Penalty: 6200.051270
	Iteration 33Q: 3 clusters Score -3.279396e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 247478 members 
Entering Unmasked Estep 
Score: -32794096.000000 Penalty: 6200.051270
	Iteration 34Q: 3 clusters Score -3.27941e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 248044 members 
Entering Unmasked Estep 
Score: -32794320.000000 Penalty: 6200.051270
	Iteration 35Q: 3 clusters Score -3.279432e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 248608 members 
Entering Unmasked Estep 
Score: -32794524.000000 Penalty: 6200.051270
	Iteration 36Q: 3 clusters Score -3.279452e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 249174 members 
Entering Unmasked Estep 
Score: -32794690.000000 Penalty: 6200.051270
	Iteration 37Q: 3 clusters Score -3.279469e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 249776 members 
Entering Unmasked Estep 
Score: -32794992.000000 Penalty: 6200.051270
	Iteration 38Q: 3 clusters Score -3.279499e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 250367 members 
Entering Unmasked Estep 
Score: -32795250.000000 Penalty: 6200.051270
	Iteration 39Q: 3 clusters Score -3.279525e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 250998 members 
Entering Unmasked Estep 
Score: -32795498.000000 Penalty: 6200.051270
	Iteration 40F: 3 clusters Score -3.27955e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 251638 members 
Entering Unmasked Estep 
Score: -32795744.000000 Penalty: 6200.051270
	Iteration 41Q: 3 clusters Score -3.279574e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 252291 members 
Entering Unmasked Estep 
Score: -32796014.000000 Penalty: 6200.051270
	Iteration 42Q: 3 clusters Score -3.279601e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 252921 members 
Entering Unmasked Estep 
Score: -32796314.000000 Penalty: 6200.051270
	Iteration 43Q: 3 clusters Score -3.279631e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 253555 members 
Entering Unmasked Estep 
Score: -32796666.000000 Penalty: 6200.051270
	Iteration 44Q: 3 clusters Score -3.279667e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 254222 members 
Entering Unmasked Estep 
Score: -32797052.000000 Penalty: 6200.051270
	Iteration 45Q: 3 clusters Score -3.279705e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 254890 members 
Entering Unmasked Estep 
Score: -32797280.000000 Penalty: 6200.051270
	Iteration 46Q: 3 clusters Score -3.279728e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 255589 members 
Entering Unmasked Estep 
Score: -32797766.000000 Penalty: 6200.051270
	Iteration 47Q: 3 clusters Score -3.279777e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 256275 members 
Entering Unmasked Estep 
Score: -32798124.000000 Penalty: 6200.051270
	Iteration 48Q: 3 clusters Score -3.279812e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 256923 members 
Entering Unmasked Estep 
Score: -32798512.000000 Penalty: 6200.051270
	Iteration 49Q: 3 clusters Score -3.279851e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 257591 members 
Entering Unmasked Estep 
Score: -32798986.000000 Penalty: 6200.051270
	Iteration 50Q: 3 clusters Score -3.279899e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 258261 members 
Entering Unmasked Estep 
Score: -32799440.000000 Penalty: 6200.051270
	Iteration 51Q: 3 clusters Score -3.279944e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 258861 members 
Entering Unmasked Estep 
Score: -32799910.000000 Penalty: 6200.051270
	Iteration 52Q: 3 clusters Score -3.279991e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 259419 members 
Entering Unmasked Estep 
Score: -32800316.000000 Penalty: 6200.051270
	Iteration 53Q: 3 clusters Score -3.280032e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 259974 members 
Entering Unmasked Estep 
Score: -32800612.000000 Penalty: 6200.051270
	Iteration 54Q: 3 clusters Score -3.280061e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 260511 members 
Entering Unmasked Estep 
Score: -32801052.000000 Penalty: 6200.051270
	Iteration 55Q: 3 clusters Score -3.280105e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 261004 members 
Entering Unmasked Estep 
Score: -32801444.000000 Penalty: 6200.051270
	Iteration 56Q: 3 clusters Score -3.280144e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 261463 members 
Entering Unmasked Estep 
Score: -32801618.000000 Penalty: 6200.051270
	Iteration 57Q: 3 clusters Score -3.280162e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 261879 members 
Entering Unmasked Estep 
Score: -32801964.000000 Penalty: 6200.051270
	Iteration 58Q: 3 clusters Score -3.280196e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 262274 members 
Entering Unmasked Estep 
Score: -32802194.000000 Penalty: 6200.051270
	Iteration 59Q: 3 clusters Score -3.280219e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 262612 members 
Entering Unmasked Estep 
Score: -32802496.000000 Penalty: 6200.051270
	Iteration 60F: 3 clusters Score -3.28025e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 262929 members 
Entering Unmasked Estep 
Score: -32802656.000000 Penalty: 6200.051270
	Iteration 61Q: 3 clusters Score -3.280266e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 263208 members 
Entering Unmasked Estep 
Score: -32802822.000000 Penalty: 6200.051270
	Iteration 62Q: 3 clusters Score -3.280282e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 263452 members 
Entering Unmasked Estep 
Score: -32802912.000000 Penalty: 6200.051270
	Iteration 63Q: 3 clusters Score -3.280291e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 263674 members 
Entering Unmasked Estep 
Score: -32803054.000000 Penalty: 6200.051270
	Iteration 64Q: 3 clusters Score -3.280305e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 263857 members 
Entering Unmasked Estep 
Score: -32803220.000000 Penalty: 6200.051270
	Iteration 65Q: 3 clusters Score -3.280322e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 264051 members 
Entering Unmasked Estep 
Score: -32803304.000000 Penalty: 6200.051270
	Iteration 66Q: 3 clusters Score -3.28033e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 264228 members 
Entering Unmasked Estep 
Score: -32803452.000000 Penalty: 6200.051270
	Iteration 67Q: 3 clusters Score -3.280345e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 264395 members 
Entering Unmasked Estep 
Score: -32803568.000000 Penalty: 6200.051270
	Iteration 68Q: 3 clusters Score -3.280357e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 264529 members 
Entering Unmasked Estep 
Score: -32803712.000000 Penalty: 6200.051270
	Iteration 69Q: 3 clusters Score -3.280371e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 264665 members 
Entering Unmasked Estep 
Score: -32803792.000000 Penalty: 6200.051270
	Iteration 70Q: 3 clusters Score -3.280379e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 264795 members 
Entering Unmasked Estep 
Score: -32803848.000000 Penalty: 6200.051270
	Iteration 71Q: 3 clusters Score -3.280385e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 264928 members 
Entering Unmasked Estep 
Score: -32803978.000000 Penalty: 6200.051270
	Iteration 72Q: 3 clusters Score -3.280398e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 265058 members 
Entering Unmasked Estep 
Score: -32804050.000000 Penalty: 6200.051270
	Iteration 73Q: 3 clusters Score -3.280405e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 265164 members 
Entering Unmasked Estep 
Score: -32804120.000000 Penalty: 6200.051270
	Iteration 74Q: 3 clusters Score -3.280412e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 265242 members 
Entering Unmasked Estep 
Score: -32804158.000000 Penalty: 6200.051270
	Iteration 75Q: 3 clusters Score -3.280416e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 265309 members 
Entering Unmasked Estep 
Score: -32804196.000000 Penalty: 6200.051270
	Iteration 76Q: 3 clusters Score -3.28042e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 265369 members 
Entering Unmasked Estep 
Score: -32804282.000000 Penalty: 6200.051270
	Iteration 77Q: 3 clusters Score -3.280428e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 265403 members 
Entering Unmasked Estep 
Score: -32804292.000000 Penalty: 6200.051270
	Iteration 78Q: 3 clusters Score -3.280429e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 265442 members 
Entering Unmasked Estep 
Score: -32804330.000000 Penalty: 6200.051270
	Iteration 79Q: 3 clusters Score -3.280433e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 265485 members 
Entering Unmasked Estep 
Score: -32804384.000000 Penalty: 6200.051270
	Iteration 80F: 3 clusters Score -3.280438e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 265525 members 
Entering Unmasked Estep 
Score: -32804428.000000 Penalty: 6200.051270
	Iteration 81Q: 3 clusters Score -3.280443e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 265555 members 
Entering Unmasked Estep 
Score: -32804428.000000 Penalty: 6200.051270
	Iteration 82Q: 3 clusters Score -3.280443e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 265573 members 
Entering Unmasked Estep 
Score: -32804424.000000 Penalty: 6200.051270
	Iteration 83Q: 3 clusters Score -3.280442e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 265590 members 
Entering Unmasked Estep 
Score: -32804428.000000 Penalty: 6200.051270
	Iteration 84Q: 3 clusters Score -3.280443e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 265603 members 
Entering Unmasked Estep 
Score: -32804426.000000 Penalty: 6200.051270
	Iteration 85Q: 3 clusters Score -3.280443e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 265608 members 
Entering Unmasked Estep 
Score: -32804436.000000 Penalty: 6200.051270
	Iteration 86Q: 3 clusters Score -3.280444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 265621 members 
Entering Unmasked Estep 
Score: -32804448.000000 Penalty: 6200.051270
	Iteration 87Q: 3 clusters Score -3.280445e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 265633 members 
Entering Unmasked Estep 
Score: -32804442.000000 Penalty: 6200.051270
	Iteration 88Q: 3 clusters Score -3.280444e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 265641 members 
Entering Unmasked Estep 
Score: -32804470.000000 Penalty: 6200.051270
	Iteration 89Q: 3 clusters Score -3.280447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 265647 members 
Entering Unmasked Estep 
Score: -32804452.000000 Penalty: 6200.051270
	Iteration 90Q: 3 clusters Score -3.280445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 265653 members 
Entering Unmasked Estep 
Score: -32804474.000000 Penalty: 6200.051270
	Iteration 91Q: 3 clusters Score -3.280447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 265660 members 
Entering Unmasked Estep 
Score: -32804468.000000 Penalty: 6200.051270
	Iteration 92Q: 3 clusters Score -3.280447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 265667 members 
Entering Unmasked Estep 
Score: -32804478.000000 Penalty: 6200.051270
	Iteration 93Q: 3 clusters Score -3.280448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 265672 members 
Entering Unmasked Estep 
Score: -32804470.000000 Penalty: 6200.051270
	Iteration 94Q: 3 clusters Score -3.280447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 265675 members 
Entering Unmasked Estep 
Score: -32804466.000000 Penalty: 6200.051270
	Iteration 95Q: 3 clusters Score -3.280447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 265676 members 
Entering Unmasked Estep 
Score: -32804468.000000 Penalty: 6200.051270
	Iteration 96Q: 3 clusters Score -3.280447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 265677 members 
Entering Unmasked Estep 
Score: -32804462.000000 Penalty: 6200.051270
	Iteration 97Q: 3 clusters Score -3.280446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 265679 members 
Entering Unmasked Estep 
Score: -32804470.000000 Penalty: 6200.051270
	Iteration 98Q: 3 clusters Score -3.280447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 265682 members 
Entering Unmasked Estep 
Score: -32804466.000000 Penalty: 6200.051270
	Iteration 99Q: 3 clusters Score -3.280447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 265685 members 
Entering Unmasked Estep 
Score: -32804460.000000 Penalty: 6200.051270
	Iteration 100F: 3 clusters Score -3.280446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 265687 members 
Entering Unmasked Estep 
Score: -32804470.000000 Penalty: 6200.051270
	Iteration 101Q: 3 clusters Score -3.280447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 265691 members 
Entering Unmasked Estep 
Score: -32804474.000000 Penalty: 6200.051270
	Iteration 102Q: 3 clusters Score -3.280447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 265697 members 
Entering Unmasked Estep 
Score: -32804482.000000 Penalty: 6200.051270
	Iteration 103Q: 3 clusters Score -3.280448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 265707 members 
Entering Unmasked Estep 
Score: -32804492.000000 Penalty: 6200.051270
	Iteration 104Q: 3 clusters Score -3.280449e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 265715 members 
Entering Unmasked Estep 
Score: -32804482.000000 Penalty: 6200.051270
	Iteration 105Q: 3 clusters Score -3.280448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 265716 members 
Entering Unmasked Estep 
Score: -32804474.000000 Penalty: 6200.051270
	Iteration 106Q: 3 clusters Score -3.280447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 265718 members 
Entering Unmasked Estep 
Score: -32804482.000000 Penalty: 6200.051270
	Iteration 107Q: 3 clusters Score -3.280448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 265720 members 
Entering Unmasked Estep 
Score: -32804484.000000 Penalty: 6200.051270
	Iteration 108Q: 3 clusters Score -3.280448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 265722 members 
Entering Unmasked Estep 
Score: -32804504.000000 Penalty: 6200.051270
	Iteration 109Q: 3 clusters Score -3.28045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 265724 members 
Entering Unmasked Estep 
Score: -32804512.000000 Penalty: 6200.051270
	Iteration 110Q: 3 clusters Score -3.280451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 265729 members 
Entering Unmasked Estep 
Score: -32804504.000000 Penalty: 6200.051270
	Iteration 111Q: 3 clusters Score -3.28045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 265733 members 
Entering Unmasked Estep 
Score: -32804500.000000 Penalty: 6200.051270
	Iteration 112Q: 3 clusters Score -3.28045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 265734 members 
Entering Unmasked Estep 
Score: -32804498.000000 Penalty: 6200.051270
	Iteration 113Q: 3 clusters Score -3.28045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 265736 members 
Entering Unmasked Estep 
Score: -32804492.000000 Penalty: 6200.051270
	Iteration 114Q: 3 clusters Score -3.280449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 265737 members 
Entering Unmasked Estep 
Score: -32804504.000000 Penalty: 6200.051270
	Iteration 115Q: 3 clusters Score -3.28045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 265741 members 
Entering Unmasked Estep 
Score: -32804512.000000 Penalty: 6200.051270
	Iteration 116Q: 3 clusters Score -3.280451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 265745 members 
Entering Unmasked Estep 
Score: -32804494.000000 Penalty: 6200.051270
	Iteration 117Q: 3 clusters Score -3.280449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 265748 members 
Entering Unmasked Estep 
Score: -32804506.000000 Penalty: 6200.051270
	Iteration 118Q: 3 clusters Score -3.280451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 265752 members 
Entering Unmasked Estep 
Score: -32804482.000000 Penalty: 6200.051270
	Iteration 119Q: 3 clusters Score -3.280448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 265758 members 
Entering Unmasked Estep 
Score: -32804482.000000 Penalty: 6200.051270
	Iteration 120F: 3 clusters Score -3.280448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 265764 members 
Entering Unmasked Estep 
Score: -32804494.000000 Penalty: 6200.051270
	Iteration 121Q: 3 clusters Score -3.280449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 265769 members 
Entering Unmasked Estep 
Score: -32804504.000000 Penalty: 6200.051270
	Iteration 122Q: 3 clusters Score -3.28045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 265772 members 
Entering Unmasked Estep 
Score: -32804496.000000 Penalty: 6200.051270
	Iteration 123Q: 3 clusters Score -3.28045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 265776 members 
Entering Unmasked Estep 
Score: -32804498.000000 Penalty: 6200.051270
	Iteration 124Q: 3 clusters Score -3.28045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 265778 members 
Entering Unmasked Estep 
Score: -32804504.000000 Penalty: 6200.051270
	Iteration 125Q: 3 clusters Score -3.28045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 265780 members 
Entering Unmasked Estep 
Score: -32804512.000000 Penalty: 6200.051270
	Iteration 126Q: 3 clusters Score -3.280451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 265782 members 
Entering Unmasked Estep 
Score: -32804512.000000 Penalty: 6200.051270
	Iteration 127Q: 3 clusters Score -3.280451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 265783 members 
Entering Unmasked Estep 
Score: -32804512.000000 Penalty: 6200.051270
	Iteration 128Q: 3 clusters Score -3.280451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 265785 members 
Entering Unmasked Estep 
Score: -32804518.000000 Penalty: 6200.051270
	Iteration 129Q: 3 clusters Score -3.280452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 265786 members 
Entering Unmasked Estep 
Score: -32804528.000000 Penalty: 6200.051270
	Iteration 130Q: 3 clusters Score -3.280453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 265786 members 
Entering Unmasked Estep 
Score: -32804528.000000 Penalty: 6200.051270
	Iteration 131F: 3 clusters Score -3.280453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (120362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120362 members 
Entering Unmasked Estep 
Score: -14730550.000000 Penalty: 2901.168213
	Iteration 0F: 2 clusters Score -1.473055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 60002 members 
Entering Unmasked Estep 
Score: -14650542.000000 Penalty: 5802.336426
	Iteration 0F: 3 clusters Score -1.465054e+07 nChanged 57058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60870 members 
Mstep: Class 2 contains 59492 members 
Entering Unmasked Estep 
Score: -14683524.000000 Penalty: 5802.336426
	Iteration 1F: 3 clusters Score -1.468352e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61041 members 
Mstep: Class 2 contains 59321 members 
Entering Unmasked Estep 
Score: -14684841.000000 Penalty: 5802.336426
	Iteration 2Q: 3 clusters Score -1.468484e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61303 members 
Mstep: Class 2 contains 59059 members 
Entering Unmasked Estep 
Score: -14686695.000000 Penalty: 5802.336426
	Iteration 3Q: 3 clusters Score -1.46867e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61628 members 
Mstep: Class 2 contains 58734 members 
Entering Unmasked Estep 
Score: -14689336.000000 Penalty: 5802.336426
	Iteration 4Q: 3 clusters Score -1.468934e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 58172 members 
Entering Unmasked Estep 
Score: -14692812.000000 Penalty: 5802.336426
	Iteration 5F: 3 clusters Score -1.469281e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63301 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -14696458.000000 Penalty: 5802.336426
	Iteration 6F: 3 clusters Score -1.469646e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65061 members 
Mstep: Class 2 contains 55301 members 
Entering Unmasked Estep 
Score: -14699649.000000 Penalty: 5802.336426
	Iteration 7F: 3 clusters Score -1.469965e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67467 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -14702412.000000 Penalty: 5802.336426
	Iteration 8F: 3 clusters Score -1.470241e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70497 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -14704697.000000 Penalty: 5802.336426
	Iteration 9Q: 3 clusters Score -1.47047e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74114 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -14706859.000000 Penalty: 5802.336426
	Iteration 10Q: 3 clusters Score -1.470686e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78308 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -14709083.000000 Penalty: 5802.336426
	Iteration 11Q: 3 clusters Score -1.470908e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83085 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -14711434.000000 Penalty: 5802.336426
	Iteration 12Q: 3 clusters Score -1.471143e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88235 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -14714097.000000 Penalty: 5802.336426
	Iteration 13Q: 3 clusters Score -1.47141e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93516 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -14716978.000000 Penalty: 5802.336426
	Iteration 14Q: 3 clusters Score -1.471698e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98597 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -14719807.000000 Penalty: 5802.336426
	Iteration 15Q: 3 clusters Score -1.471981e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103136 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -14722266.000000 Penalty: 5802.336426
	Iteration 16Q: 3 clusters Score -1.472227e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106913 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -14724261.000000 Penalty: 5802.336426
	Iteration 17Q: 3 clusters Score -1.472426e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109879 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -14725798.000000 Penalty: 5802.336426
	Iteration 18Q: 3 clusters Score -1.47258e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112231 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -14726952.000000 Penalty: 5802.336426
	Iteration 19Q: 3 clusters Score -1.472695e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113941 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -14727701.000000 Penalty: 5802.336426
	Iteration 20F: 3 clusters Score -1.47277e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115120 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -14728270.000000 Penalty: 5802.336426
	Iteration 21Q: 3 clusters Score -1.472827e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115946 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -14728623.000000 Penalty: 5802.336426
	Iteration 22Q: 3 clusters Score -1.472862e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116515 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -14728835.000000 Penalty: 5802.336426
	Iteration 23Q: 3 clusters Score -1.472884e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116946 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -14729041.000000 Penalty: 5802.336426
	Iteration 24Q: 3 clusters Score -1.472904e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117250 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -14729270.000000 Penalty: 5802.336426
	Iteration 25Q: 3 clusters Score -1.472927e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117494 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -14729383.000000 Penalty: 5802.336426
	Iteration 26Q: 3 clusters Score -1.472938e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117641 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -14729448.000000 Penalty: 5802.336426
	Iteration 27Q: 3 clusters Score -1.472945e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117753 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -14729538.000000 Penalty: 5802.336426
	Iteration 28Q: 3 clusters Score -1.472954e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117833 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -14729638.000000 Penalty: 5802.336426
	Iteration 29Q: 3 clusters Score -1.472964e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117884 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -14729702.000000 Penalty: 5802.336426
	Iteration 30Q: 3 clusters Score -1.47297e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117904 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -14729764.000000 Penalty: 5802.336426
	Iteration 31Q: 3 clusters Score -1.472976e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117933 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -14729814.000000 Penalty: 5802.336426
	Iteration 32Q: 3 clusters Score -1.472981e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117934 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -14729856.000000 Penalty: 5802.336426
	Iteration 33Q: 3 clusters Score -1.472986e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117945 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -14729878.000000 Penalty: 5802.336426
	Iteration 34Q: 3 clusters Score -1.472988e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117948 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -14729877.000000 Penalty: 5802.336426
	Iteration 35Q: 3 clusters Score -1.472988e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117954 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -14729893.000000 Penalty: 5802.336426
	Iteration 36Q: 3 clusters Score -1.472989e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117948 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -14729899.000000 Penalty: 5802.336426
	Iteration 37Q: 3 clusters Score -1.47299e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117939 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -14729950.000000 Penalty: 5802.336426
	Iteration 38Q: 3 clusters Score -1.472995e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117926 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -14730005.000000 Penalty: 5802.336426
	Iteration 39Q: 3 clusters Score -1.473e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117912 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -14730032.000000 Penalty: 5802.336426
	Iteration 40F: 3 clusters Score -1.473003e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117895 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -14730048.000000 Penalty: 5802.336426
	Iteration 41Q: 3 clusters Score -1.473005e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117874 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -14730062.000000 Penalty: 5802.336426
	Iteration 42Q: 3 clusters Score -1.473006e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117842 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -14730066.000000 Penalty: 5802.336426
	Iteration 43Q: 3 clusters Score -1.473007e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117821 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -14730082.000000 Penalty: 5802.336426
	Iteration 44Q: 3 clusters Score -1.473008e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117791 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -14730124.000000 Penalty: 5802.336426
	Iteration 45Q: 3 clusters Score -1.473012e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117766 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -14730136.000000 Penalty: 5802.336426
	Iteration 46Q: 3 clusters Score -1.473014e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117742 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -14730161.000000 Penalty: 5802.336426
	Iteration 47Q: 3 clusters Score -1.473016e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117721 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -14730174.000000 Penalty: 5802.336426
	Iteration 48Q: 3 clusters Score -1.473017e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117712 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -14730184.000000 Penalty: 5802.336426
	Iteration 49Q: 3 clusters Score -1.473018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117706 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -14730189.000000 Penalty: 5802.336426
	Iteration 50Q: 3 clusters Score -1.473019e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117700 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -14730178.000000 Penalty: 5802.336426
	Iteration 51Q: 3 clusters Score -1.473018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117693 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -14730165.000000 Penalty: 5802.336426
	Iteration 52Q: 3 clusters Score -1.473016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117690 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -14730133.000000 Penalty: 5802.336426
	Iteration 53Q: 3 clusters Score -1.473013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117687 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -14730145.000000 Penalty: 5802.336426
	Iteration 54Q: 3 clusters Score -1.473014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117683 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -14730140.000000 Penalty: 5802.336426
	Iteration 55Q: 3 clusters Score -1.473014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117683 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -14730148.000000 Penalty: 5802.336426
	Iteration 56Q: 3 clusters Score -1.473015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117683 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -14730144.000000 Penalty: 5802.336426
	Iteration 57Q: 3 clusters Score -1.473014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117684 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -14730143.000000 Penalty: 5802.336426
	Iteration 58Q: 3 clusters Score -1.473014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117683 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -14730134.000000 Penalty: 5802.336426
	Iteration 59Q: 3 clusters Score -1.473013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117680 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -14730145.000000 Penalty: 5802.336426
	Iteration 60F: 3 clusters Score -1.473014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Entering Unmasked Estep 
Score: -5018179.000000 Penalty: 2651.190674
	Iteration 0F: 2 clusters Score -5018179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -4988474.000000 Penalty: 5302.381348
	Iteration 0F: 3 clusters Score -4988474 nChanged 20281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -5000077.000000 Penalty: 5302.381348
	Iteration 1F: 3 clusters Score -5000077 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -5000908.500000 Penalty: 5302.381348
	Iteration 2Q: 3 clusters Score -5000908 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -5001816.000000 Penalty: 5302.381348
	Iteration 3Q: 3 clusters Score -5001816 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -5002741.500000 Penalty: 5302.381348
	Iteration 4Q: 3 clusters Score -5002742 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -5003600.500000 Penalty: 5302.381348
	Iteration 5Q: 3 clusters Score -5003600 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -5004379.000000 Penalty: 5302.381348
	Iteration 6Q: 3 clusters Score -5004379 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -5005136.000000 Penalty: 5302.381348
	Iteration 7Q: 3 clusters Score -5005136 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -5005987.500000 Penalty: 5302.381348
	Iteration 8Q: 3 clusters Score -5005988 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -5006927.500000 Penalty: 5302.381348
	Iteration 9Q: 3 clusters Score -5006928 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -5007990.500000 Penalty: 5302.381348
	Iteration 10Q: 3 clusters Score -5007990 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -5009148.500000 Penalty: 5302.381348
	Iteration 11Q: 3 clusters Score -5009148 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -5010336.500000 Penalty: 5302.381348
	Iteration 12Q: 3 clusters Score -5010336 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -5011416.000000 Penalty: 5302.381348
	Iteration 13Q: 3 clusters Score -5011416 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -5012249.500000 Penalty: 5302.381348
	Iteration 14Q: 3 clusters Score -5012250 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -5012862.000000 Penalty: 5302.381348
	Iteration 15Q: 3 clusters Score -5012862 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -5013319.500000 Penalty: 5302.381348
	Iteration 16Q: 3 clusters Score -5013320 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -5013814.000000 Penalty: 5302.381348
	Iteration 17Q: 3 clusters Score -5013814 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -5014198.000000 Penalty: 5302.381348
	Iteration 18Q: 3 clusters Score -5014198 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -5014564.500000 Penalty: 5302.381348
	Iteration 19Q: 3 clusters Score -5014564 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -5014889.500000 Penalty: 5302.381348
	Iteration 20F: 3 clusters Score -5014890 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -5015143.500000 Penalty: 5302.381348
	Iteration 21Q: 3 clusters Score -5015144 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -5015339.000000 Penalty: 5302.381348
	Iteration 22Q: 3 clusters Score -5015339 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -5015513.500000 Penalty: 5302.381348
	Iteration 23Q: 3 clusters Score -5015514 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -5015642.500000 Penalty: 5302.381348
	Iteration 24Q: 3 clusters Score -5015642 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -5015740.000000 Penalty: 5302.381348
	Iteration 25Q: 3 clusters Score -5015740 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -5015809.500000 Penalty: 5302.381348
	Iteration 26Q: 3 clusters Score -5015810 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -5015937.000000 Penalty: 5302.381348
	Iteration 27Q: 3 clusters Score -5015937 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -5015983.500000 Penalty: 5302.381348
	Iteration 28Q: 3 clusters Score -5015984 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -5016042.500000 Penalty: 5302.381348
	Iteration 29Q: 3 clusters Score -5016042 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -5016109.000000 Penalty: 5302.381348
	Iteration 30Q: 3 clusters Score -5016109 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -5016134.500000 Penalty: 5302.381348
	Iteration 31Q: 3 clusters Score -5016134 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -5016197.500000 Penalty: 5302.381348
	Iteration 32Q: 3 clusters Score -5016198 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -5016213.500000 Penalty: 5302.381348
	Iteration 33Q: 3 clusters Score -5016214 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -5016244.500000 Penalty: 5302.381348
	Iteration 34Q: 3 clusters Score -5016244 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -5016269.000000 Penalty: 5302.381348
	Iteration 35Q: 3 clusters Score -5016269 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -5016304.000000 Penalty: 5302.381348
	Iteration 36Q: 3 clusters Score -5016304 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -5016313.500000 Penalty: 5302.381348
	Iteration 37Q: 3 clusters Score -5016314 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -5016328.500000 Penalty: 5302.381348
	Iteration 38Q: 3 clusters Score -5016328 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -5016340.000000 Penalty: 5302.381348
	Iteration 39Q: 3 clusters Score -5016340 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -5016366.000000 Penalty: 5302.381348
	Iteration 40F: 3 clusters Score -5016366 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -5016393.000000 Penalty: 5302.381348
	Iteration 41Q: 3 clusters Score -5016393 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -5016422.000000 Penalty: 5302.381348
	Iteration 42Q: 3 clusters Score -5016422 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -5016435.000000 Penalty: 5302.381348
	Iteration 43Q: 3 clusters Score -5016435 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -5016453.500000 Penalty: 5302.381348
	Iteration 44Q: 3 clusters Score -5016454 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -5016473.000000 Penalty: 5302.381348
	Iteration 45Q: 3 clusters Score -5016473 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -5016491.500000 Penalty: 5302.381348
	Iteration 46Q: 3 clusters Score -5016492 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -5016498.000000 Penalty: 5302.381348
	Iteration 47Q: 3 clusters Score -5016498 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -5016499.500000 Penalty: 5302.381348
	Iteration 48Q: 3 clusters Score -5016500 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -5016525.500000 Penalty: 5302.381348
	Iteration 49Q: 3 clusters Score -5016526 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -5016560.500000 Penalty: 5302.381348
	Iteration 50Q: 3 clusters Score -5016560 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -5016567.000000 Penalty: 5302.381348
	Iteration 51Q: 3 clusters Score -5016567 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -5016585.000000 Penalty: 5302.381348
	Iteration 52Q: 3 clusters Score -5016585 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -5016591.500000 Penalty: 5302.381348
	Iteration 53Q: 3 clusters Score -5016592 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -5016603.500000 Penalty: 5302.381348
	Iteration 54Q: 3 clusters Score -5016604 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -5016621.500000 Penalty: 5302.381348
	Iteration 55Q: 3 clusters Score -5016622 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -5016617.000000 Penalty: 5302.381348
	Iteration 56Q: 3 clusters Score -5016617 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -5016621.000000 Penalty: 5302.381348
	Iteration 57Q: 3 clusters Score -5016621 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -5016637.000000 Penalty: 5302.381348
	Iteration 58Q: 3 clusters Score -5016637 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -5016645.500000 Penalty: 5302.381348
	Iteration 59Q: 3 clusters Score -5016646 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -5016658.500000 Penalty: 5302.381348
	Iteration 60F: 3 clusters Score -5016658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -5016661.500000 Penalty: 5302.381348
	Iteration 61Q: 3 clusters Score -5016662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -5016666.500000 Penalty: 5302.381348
	Iteration 62Q: 3 clusters Score -5016666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -5016675.000000 Penalty: 5302.381348
	Iteration 63Q: 3 clusters Score -5016675 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -5016680.000000 Penalty: 5302.381348
	Iteration 64Q: 3 clusters Score -5016680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -5016675.000000 Penalty: 5302.381348
	Iteration 65Q: 3 clusters Score -5016675 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -5016677.500000 Penalty: 5302.381348
	Iteration 66Q: 3 clusters Score -5016678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -5016687.500000 Penalty: 5302.381348
	Iteration 67Q: 3 clusters Score -5016688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -5016688.000000 Penalty: 5302.381348
	Iteration 68Q: 3 clusters Score -5016688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -5016695.000000 Penalty: 5302.381348
	Iteration 69Q: 3 clusters Score -5016695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -5016682.500000 Penalty: 5302.381348
	Iteration 70Q: 3 clusters Score -5016682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -5016690.000000 Penalty: 5302.381348
	Iteration 71Q: 3 clusters Score -5016690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -5016701.000000 Penalty: 5302.381348
	Iteration 72Q: 3 clusters Score -5016701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -5016706.000000 Penalty: 5302.381348
	Iteration 73Q: 3 clusters Score -5016706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -5016703.500000 Penalty: 5302.381348
	Iteration 74Q: 3 clusters Score -5016704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -5016695.000000 Penalty: 5302.381348
	Iteration 75Q: 3 clusters Score -5016695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -5016690.000000 Penalty: 5302.381348
	Iteration 76Q: 3 clusters Score -5016690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -5016691.500000 Penalty: 5302.381348
	Iteration 77Q: 3 clusters Score -5016692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -5016695.000000 Penalty: 5302.381348
	Iteration 78Q: 3 clusters Score -5016695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -5016697.000000 Penalty: 5302.381348
	Iteration 79Q: 3 clusters Score -5016697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -5016688.500000 Penalty: 5302.381348
	Iteration 80F: 3 clusters Score -5016688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -5016685.000000 Penalty: 5302.381348
	Iteration 81Q: 3 clusters Score -5016685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -5016687.500000 Penalty: 5302.381348
	Iteration 82Q: 3 clusters Score -5016688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -5016689.000000 Penalty: 5302.381348
	Iteration 83Q: 3 clusters Score -5016689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -5016689.000000 Penalty: 5302.381348
	Iteration 84F: 3 clusters Score -5016689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (274006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274006 members 
Entering Unmasked Estep 
Score: -33277878.000000 Penalty: 3105.184570
	Iteration 0F: 2 clusters Score -3.327788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137447 members 
Mstep: Class 2 contains 136559 members 
Entering Unmasked Estep 
Score: -33099960.000000 Penalty: 6210.369141
	Iteration 0F: 3 clusters Score -3.309996e+07 nChanged 132932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147025 members 
Mstep: Class 2 contains 126981 members 
Entering Unmasked Estep 
Score: -33179634.000000 Penalty: 6210.369141
	Iteration 1F: 3 clusters Score -3.317963e+07 nChanged 11934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154005 members 
Mstep: Class 2 contains 120001 members 
Entering Unmasked Estep 
Score: -33185398.000000 Penalty: 6210.369141
	Iteration 2Q: 3 clusters Score -3.31854e+07 nChanged 17291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165642 members 
Mstep: Class 2 contains 108364 members 
Entering Unmasked Estep 
Score: -33195568.000000 Penalty: 6210.369141
	Iteration 3F: 3 clusters Score -3.319557e+07 nChanged 23041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182157 members 
Mstep: Class 2 contains 91849 members 
Entering Unmasked Estep 
Score: -33212916.000000 Penalty: 6210.369141
	Iteration 4F: 3 clusters Score -3.321292e+07 nChanged 25322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200907 members 
Mstep: Class 2 contains 73099 members 
Entering Unmasked Estep 
Score: -33234046.000000 Penalty: 6210.369141
	Iteration 5F: 3 clusters Score -3.323405e+07 nChanged 20952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215971 members 
Mstep: Class 2 contains 58035 members 
Entering Unmasked Estep 
Score: -33251138.000000 Penalty: 6210.369141
	Iteration 6F: 3 clusters Score -3.325114e+07 nChanged 13995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224878 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
Score: -33261742.000000 Penalty: 6210.369141
	Iteration 7F: 3 clusters Score -3.326174e+07 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229280 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -33267456.000000 Penalty: 6210.369141
	Iteration 8Q: 3 clusters Score -3.326746e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231501 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -33270508.000000 Penalty: 6210.369141
	Iteration 9Q: 3 clusters Score -3.327051e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232845 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -33272104.000000 Penalty: 6210.369141
	Iteration 10Q: 3 clusters Score -3.32721e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233926 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -33272908.000000 Penalty: 6210.369141
	Iteration 11Q: 3 clusters Score -3.327291e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234909 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -33273264.000000 Penalty: 6210.369141
	Iteration 12Q: 3 clusters Score -3.327326e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235901 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -33273508.000000 Penalty: 6210.369141
	Iteration 13Q: 3 clusters Score -3.327351e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236876 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -33273832.000000 Penalty: 6210.369141
	Iteration 14Q: 3 clusters Score -3.327383e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237861 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -33274020.000000 Penalty: 6210.369141
	Iteration 15Q: 3 clusters Score -3.327402e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238803 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -33274240.000000 Penalty: 6210.369141
	Iteration 16Q: 3 clusters Score -3.327424e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239753 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -33274322.000000 Penalty: 6210.369141
	Iteration 17Q: 3 clusters Score -3.327432e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240697 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -33274606.000000 Penalty: 6210.369141
	Iteration 18Q: 3 clusters Score -3.327461e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241691 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -33274978.000000 Penalty: 6210.369141
	Iteration 19Q: 3 clusters Score -3.327498e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242711 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -33275614.000000 Penalty: 6210.369141
	Iteration 20F: 3 clusters Score -3.327561e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243814 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -33276952.000000 Penalty: 6210.369141
	Iteration 21Q: 3 clusters Score -3.327695e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244969 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -33279346.000000 Penalty: 6210.369141
	Iteration 22Q: 3 clusters Score -3.327935e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246049 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -33283550.000000 Penalty: 6210.369141
	Iteration 23Q: 3 clusters Score -3.328355e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246565 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -33287058.000000 Penalty: 6210.369141
	Iteration 24Q: 3 clusters Score -3.328706e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246509 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -33288116.000000 Penalty: 6210.369141
	Iteration 25Q: 3 clusters Score -3.328812e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246287 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -33288534.000000 Penalty: 6210.369141
	Iteration 26Q: 3 clusters Score -3.328853e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246107 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -33288780.000000 Penalty: 6210.369141
	Iteration 27Q: 3 clusters Score -3.328878e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245955 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -33288860.000000 Penalty: 6210.369141
	Iteration 28Q: 3 clusters Score -3.328886e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245866 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -33288886.000000 Penalty: 6210.369141
	Iteration 29Q: 3 clusters Score -3.328889e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245802 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -33288892.000000 Penalty: 6210.369141
	Iteration 30Q: 3 clusters Score -3.328889e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245766 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -33288888.000000 Penalty: 6210.369141
	Iteration 31Q: 3 clusters Score -3.328889e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245748 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -33288862.000000 Penalty: 6210.369141
	Iteration 32Q: 3 clusters Score -3.328886e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245739 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -33288870.000000 Penalty: 6210.369141
	Iteration 33Q: 3 clusters Score -3.328887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245733 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -33288864.000000 Penalty: 6210.369141
	Iteration 34Q: 3 clusters Score -3.328886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245724 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -33288878.000000 Penalty: 6210.369141
	Iteration 35Q: 3 clusters Score -3.328888e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245715 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -33288862.000000 Penalty: 6210.369141
	Iteration 36Q: 3 clusters Score -3.328886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245711 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -33288872.000000 Penalty: 6210.369141
	Iteration 37Q: 3 clusters Score -3.328887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245709 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -33288878.000000 Penalty: 6210.369141
	Iteration 38Q: 3 clusters Score -3.328888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245707 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -33288868.000000 Penalty: 6210.369141
	Iteration 39Q: 3 clusters Score -3.328887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245703 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -33288860.000000 Penalty: 6210.369141
	Iteration 40F: 3 clusters Score -3.328886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245703 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -33288872.000000 Penalty: 6210.369141
	Iteration 41Q: 3 clusters Score -3.328887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245703 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -33288880.000000 Penalty: 6210.369141
	Iteration 42Q: 3 clusters Score -3.328888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245703 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -33288880.000000 Penalty: 6210.369141
	Iteration 43F: 3 clusters Score -3.328888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6303 members 
Mstep: Class 3 contains 7598 members 
Mstep: Class 4 contains 23482 members 
Mstep: Class 5 contains 14679 members 
Mstep: Class 6 contains 37889 members 
Mstep: Class 7 contains 157062 members 
Mstep: Class 8 contains 39103 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 17535 members 
Mstep: Class 11 contains 15219 members 
Mstep: Class 12 contains 37421 members 
Mstep: Class 13 contains 28303 members 
Mstep: Class 14 contains 78945 members 
Mstep: Class 15 contains 268365 members 
Mstep: Class 16 contains 120362 members 
Mstep: Class 17 contains 43927 members 
Mstep: Class 18 contains 245703 members 
Mstep: Class 19 contains 15403 members 
Mstep: Class 20 contains 57724 members 
Mstep: Class 21 contains 106519 members 
Mstep: Class 23 contains 8024 members 
Entering Unmasked Estep 
Score: -158403568.000000 Penalty: 76944.234375
Splitting cluster 18 changes total score from -158365744.000000 to -158403568.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 19 (15403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Entering Unmasked Estep 
Score: -1882805.750000 Penalty: 2391.294922
	Iteration 0F: 2 clusters Score -1882806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1871701.375000 Penalty: 4782.589844
	Iteration 0F: 3 clusters Score -1871701 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1875476.375000 Penalty: 4782.589844
	Iteration 1F: 3 clusters Score -1875476 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1876299.250000 Penalty: 4782.589844
	Iteration 2F: 3 clusters Score -1876299 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1877062.875000 Penalty: 4782.589844
	Iteration 3F: 3 clusters Score -1877063 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1877727.625000 Penalty: 4782.589844
	Iteration 4F: 3 clusters Score -1877728 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1878273.625000 Penalty: 4782.589844
	Iteration 5F: 3 clusters Score -1878274 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1878829.500000 Penalty: 4782.589844
	Iteration 6F: 3 clusters Score -1878830 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1879408.000000 Penalty: 4782.589844
	Iteration 7F: 3 clusters Score -1879408 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1879992.875000 Penalty: 4782.589844
	Iteration 8Q: 3 clusters Score -1879993 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1880519.250000 Penalty: 4782.589844
	Iteration 9Q: 3 clusters Score -1880519 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1880966.875000 Penalty: 4782.589844
	Iteration 10Q: 3 clusters Score -1880967 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1881287.875000 Penalty: 4782.589844
	Iteration 11Q: 3 clusters Score -1881288 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1881495.250000 Penalty: 4782.589844
	Iteration 12Q: 3 clusters Score -1881495 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1881608.500000 Penalty: 4782.589844
	Iteration 13Q: 3 clusters Score -1881608 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1881678.875000 Penalty: 4782.589844
	Iteration 14Q: 3 clusters Score -1881679 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1881705.000000 Penalty: 4782.589844
	Iteration 15Q: 3 clusters Score -1881705 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1881724.375000 Penalty: 4782.589844
	Iteration 16Q: 3 clusters Score -1881724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1881734.500000 Penalty: 4782.589844
	Iteration 17Q: 3 clusters Score -1881734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1881745.375000 Penalty: 4782.589844
	Iteration 18Q: 3 clusters Score -1881745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1881747.625000 Penalty: 4782.589844
	Iteration 19Q: 3 clusters Score -1881748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1881757.500000 Penalty: 4782.589844
	Iteration 20F: 3 clusters Score -1881758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1881764.250000 Penalty: 4782.589844
	Iteration 21Q: 3 clusters Score -1881764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1881767.125000 Penalty: 4782.589844
	Iteration 22Q: 3 clusters Score -1881767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1881768.375000 Penalty: 4782.589844
	Iteration 23Q: 3 clusters Score -1881768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1881768.875000 Penalty: 4782.589844
	Iteration 24Q: 3 clusters Score -1881769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1881771.875000 Penalty: 4782.589844
	Iteration 25Q: 3 clusters Score -1881772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1881772.250000 Penalty: 4782.589844
	Iteration 26Q: 3 clusters Score -1881772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1881774.250000 Penalty: 4782.589844
	Iteration 27Q: 3 clusters Score -1881774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1881774.500000 Penalty: 4782.589844
	Iteration 28Q: 3 clusters Score -1881774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1881774.125000 Penalty: 4782.589844
	Iteration 29Q: 3 clusters Score -1881774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1881774.125000 Penalty: 4782.589844
	Iteration 30F: 3 clusters Score -1881774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (57724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57724 members 
Entering Unmasked Estep 
Score: -6913277.500000 Penalty: 2718.930176
	Iteration 0F: 2 clusters Score -6913278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -6874647.000000 Penalty: 5437.860352
	Iteration 0F: 3 clusters Score -6874647 nChanged 26799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -6889585.500000 Penalty: 5437.860352
	Iteration 1F: 3 clusters Score -6889586 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -6890613.000000 Penalty: 5437.860352
	Iteration 2Q: 3 clusters Score -6890613 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -6891989.000000 Penalty: 5437.860352
	Iteration 3Q: 3 clusters Score -6891989 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -6893774.000000 Penalty: 5437.860352
	Iteration 4F: 3 clusters Score -6893774 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -6896320.000000 Penalty: 5437.860352
	Iteration 5F: 3 clusters Score -6896320 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -6899071.500000 Penalty: 5437.860352
	Iteration 6F: 3 clusters Score -6899072 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44280 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -6901925.500000 Penalty: 5437.860352
	Iteration 7F: 3 clusters Score -6901926 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -6904507.000000 Penalty: 5437.860352
	Iteration 8F: 3 clusters Score -6904507 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -6906898.000000 Penalty: 5437.860352
	Iteration 9Q: 3 clusters Score -6906898 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52068 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -6908830.000000 Penalty: 5437.860352
	Iteration 10Q: 3 clusters Score -6908830 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -6910128.000000 Penalty: 5437.860352
	Iteration 11Q: 3 clusters Score -6910128 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -6910855.500000 Penalty: 5437.860352
	Iteration 12Q: 3 clusters Score -6910856 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -6911327.500000 Penalty: 5437.860352
	Iteration 13Q: 3 clusters Score -6911328 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -6911629.500000 Penalty: 5437.860352
	Iteration 14Q: 3 clusters Score -6911630 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55688 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6911829.500000 Penalty: 5437.860352
	Iteration 15Q: 3 clusters Score -6911830 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -6911957.500000 Penalty: 5437.860352
	Iteration 16Q: 3 clusters Score -6911958 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56088 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6912099.000000 Penalty: 5437.860352
	Iteration 17Q: 3 clusters Score -6912099 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56223 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6912200.500000 Penalty: 5437.860352
	Iteration 18Q: 3 clusters Score -6912200 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56330 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -6912273.000000 Penalty: 5437.860352
	Iteration 19Q: 3 clusters Score -6912273 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6912336.500000 Penalty: 5437.860352
	Iteration 20F: 3 clusters Score -6912336 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56494 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6912394.500000 Penalty: 5437.860352
	Iteration 21Q: 3 clusters Score -6912394 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6912453.500000 Penalty: 5437.860352
	Iteration 22Q: 3 clusters Score -6912454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56583 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6912499.500000 Penalty: 5437.860352
	Iteration 23Q: 3 clusters Score -6912500 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56623 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -6912527.500000 Penalty: 5437.860352
	Iteration 24Q: 3 clusters Score -6912528 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -6912567.000000 Penalty: 5437.860352
	Iteration 25Q: 3 clusters Score -6912567 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56685 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6912592.500000 Penalty: 5437.860352
	Iteration 26Q: 3 clusters Score -6912592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56708 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -6912612.000000 Penalty: 5437.860352
	Iteration 27Q: 3 clusters Score -6912612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56720 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6912617.500000 Penalty: 5437.860352
	Iteration 28Q: 3 clusters Score -6912618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6912633.500000 Penalty: 5437.860352
	Iteration 29Q: 3 clusters Score -6912634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56739 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6912648.500000 Penalty: 5437.860352
	Iteration 30Q: 3 clusters Score -6912648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6912648.000000 Penalty: 5437.860352
	Iteration 31Q: 3 clusters Score -6912648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6912666.500000 Penalty: 5437.860352
	Iteration 32Q: 3 clusters Score -6912666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56749 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -6912665.000000 Penalty: 5437.860352
	Iteration 33Q: 3 clusters Score -6912665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56752 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6912661.000000 Penalty: 5437.860352
	Iteration 34Q: 3 clusters Score -6912661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6912665.000000 Penalty: 5437.860352
	Iteration 35Q: 3 clusters Score -6912665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56758 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6912666.000000 Penalty: 5437.860352
	Iteration 36Q: 3 clusters Score -6912666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56758 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6912665.000000 Penalty: 5437.860352
	Iteration 37Q: 3 clusters Score -6912665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56758 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6912670.500000 Penalty: 5437.860352
	Iteration 38Q: 3 clusters Score -6912670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6912676.000000 Penalty: 5437.860352
	Iteration 39Q: 3 clusters Score -6912676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6912670.000000 Penalty: 5437.860352
	Iteration 40F: 3 clusters Score -6912670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6912673.500000 Penalty: 5437.860352
	Iteration 41Q: 3 clusters Score -6912674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6912673.500000 Penalty: 5437.860352
	Iteration 42F: 3 clusters Score -6912674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (106519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106519 members 
Entering Unmasked Estep 
Score: -12995775.000000 Penalty: 2870.867432
	Iteration 0F: 2 clusters Score -1.299578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53398 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -12924654.000000 Penalty: 5741.734863
	Iteration 0F: 3 clusters Score -1.292465e+07 nChanged 50519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55563 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -12953839.000000 Penalty: 5741.734863
	Iteration 1F: 3 clusters Score -1.295384e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56960 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -12955286.000000 Penalty: 5741.734863
	Iteration 2Q: 3 clusters Score -1.295529e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58954 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -12957230.000000 Penalty: 5741.734863
	Iteration 3Q: 3 clusters Score -1.295723e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61606 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -12959732.000000 Penalty: 5741.734863
	Iteration 4Q: 3 clusters Score -1.295973e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64791 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -12962879.000000 Penalty: 5741.734863
	Iteration 5F: 3 clusters Score -1.296288e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68690 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -12966533.000000 Penalty: 5741.734863
	Iteration 6F: 3 clusters Score -1.296653e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73083 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -12970908.000000 Penalty: 5741.734863
	Iteration 7F: 3 clusters Score -1.297091e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77403 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -12975457.000000 Penalty: 5741.734863
	Iteration 8F: 3 clusters Score -1.297546e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81102 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -12979539.000000 Penalty: 5741.734863
	Iteration 9F: 3 clusters Score -1.297954e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83954 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -12982067.000000 Penalty: 5741.734863
	Iteration 10Q: 3 clusters Score -1.298207e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86302 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -12983830.000000 Penalty: 5741.734863
	Iteration 11Q: 3 clusters Score -1.298383e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88484 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -12984918.000000 Penalty: 5741.734863
	Iteration 12Q: 3 clusters Score -1.298492e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90484 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -12985960.000000 Penalty: 5741.734863
	Iteration 13Q: 3 clusters Score -1.298596e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92386 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -12986822.000000 Penalty: 5741.734863
	Iteration 14Q: 3 clusters Score -1.298682e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94175 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -12987628.000000 Penalty: 5741.734863
	Iteration 15Q: 3 clusters Score -1.298763e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95878 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -12988412.000000 Penalty: 5741.734863
	Iteration 16Q: 3 clusters Score -1.298841e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97470 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -12989164.000000 Penalty: 5741.734863
	Iteration 17Q: 3 clusters Score -1.298916e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98846 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -12989862.000000 Penalty: 5741.734863
	Iteration 18Q: 3 clusters Score -1.298986e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100157 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -12990508.000000 Penalty: 5741.734863
	Iteration 19Q: 3 clusters Score -1.299051e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101259 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -12991071.000000 Penalty: 5741.734863
	Iteration 20F: 3 clusters Score -1.299107e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102150 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -12991526.000000 Penalty: 5741.734863
	Iteration 21Q: 3 clusters Score -1.299153e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102907 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -12991943.000000 Penalty: 5741.734863
	Iteration 22Q: 3 clusters Score -1.299194e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103538 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -12992263.000000 Penalty: 5741.734863
	Iteration 23Q: 3 clusters Score -1.299226e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104027 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -12992522.000000 Penalty: 5741.734863
	Iteration 24Q: 3 clusters Score -1.299252e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104417 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -12992727.000000 Penalty: 5741.734863
	Iteration 25Q: 3 clusters Score -1.299273e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104695 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -12992867.000000 Penalty: 5741.734863
	Iteration 26Q: 3 clusters Score -1.299287e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104904 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -12992994.000000 Penalty: 5741.734863
	Iteration 27Q: 3 clusters Score -1.299299e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105075 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -12993088.000000 Penalty: 5741.734863
	Iteration 28Q: 3 clusters Score -1.299309e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105200 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -12993154.000000 Penalty: 5741.734863
	Iteration 29Q: 3 clusters Score -1.299315e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105305 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -12993209.000000 Penalty: 5741.734863
	Iteration 30Q: 3 clusters Score -1.299321e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105380 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -12993238.000000 Penalty: 5741.734863
	Iteration 31Q: 3 clusters Score -1.299324e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105444 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -12993265.000000 Penalty: 5741.734863
	Iteration 32Q: 3 clusters Score -1.299326e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105496 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -12993271.000000 Penalty: 5741.734863
	Iteration 33Q: 3 clusters Score -1.299327e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105533 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -12993290.000000 Penalty: 5741.734863
	Iteration 34Q: 3 clusters Score -1.299329e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105567 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -12993317.000000 Penalty: 5741.734863
	Iteration 35Q: 3 clusters Score -1.299332e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105606 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -12993340.000000 Penalty: 5741.734863
	Iteration 36Q: 3 clusters Score -1.299334e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105646 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -12993350.000000 Penalty: 5741.734863
	Iteration 37Q: 3 clusters Score -1.299335e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105669 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -12993368.000000 Penalty: 5741.734863
	Iteration 38Q: 3 clusters Score -1.299337e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105680 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -12993387.000000 Penalty: 5741.734863
	Iteration 39Q: 3 clusters Score -1.299339e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105688 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -12993390.000000 Penalty: 5741.734863
	Iteration 40F: 3 clusters Score -1.299339e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105697 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -12993396.000000 Penalty: 5741.734863
	Iteration 41Q: 3 clusters Score -1.29934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105701 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -12993393.000000 Penalty: 5741.734863
	Iteration 42Q: 3 clusters Score -1.299339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105708 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -12993404.000000 Penalty: 5741.734863
	Iteration 43Q: 3 clusters Score -1.29934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105716 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -12993400.000000 Penalty: 5741.734863
	Iteration 44Q: 3 clusters Score -1.29934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105725 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -12993419.000000 Penalty: 5741.734863
	Iteration 45Q: 3 clusters Score -1.299342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105728 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -12993423.000000 Penalty: 5741.734863
	Iteration 46Q: 3 clusters Score -1.299342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105730 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -12993419.000000 Penalty: 5741.734863
	Iteration 47Q: 3 clusters Score -1.299342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105731 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -12993425.000000 Penalty: 5741.734863
	Iteration 48Q: 3 clusters Score -1.299342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105733 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -12993416.000000 Penalty: 5741.734863
	Iteration 49Q: 3 clusters Score -1.299342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105734 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -12993422.000000 Penalty: 5741.734863
	Iteration 50Q: 3 clusters Score -1.299342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105739 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -12993426.000000 Penalty: 5741.734863
	Iteration 51Q: 3 clusters Score -1.299343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105745 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -12993425.000000 Penalty: 5741.734863
	Iteration 52Q: 3 clusters Score -1.299342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105746 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -12993435.000000 Penalty: 5741.734863
	Iteration 53Q: 3 clusters Score -1.299344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105747 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -12993430.000000 Penalty: 5741.734863
	Iteration 54Q: 3 clusters Score -1.299343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105747 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -12993430.000000 Penalty: 5741.734863
	Iteration 55F: 3 clusters Score -1.299343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Entering Unmasked Estep 
Score: -930585.500000 Penalty: 2229.567627
	Iteration 0F: 2 clusters Score -930585.5 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 3946 members 
Entering Unmasked Estep 
Score: -924158.687500 Penalty: 4459.135254
	Iteration 0F: 3 clusters Score -924158.7 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -925961.375000 Penalty: 4459.135254
	Iteration 1F: 3 clusters Score -925961.4 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -926323.500000 Penalty: 4459.135254
	Iteration 2F: 3 clusters Score -926323.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -926671.937500 Penalty: 4459.135254
	Iteration 3F: 3 clusters Score -926671.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -927058.250000 Penalty: 4459.135254
	Iteration 4F: 3 clusters Score -927058.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -927423.750000 Penalty: 4459.135254
	Iteration 5F: 3 clusters Score -927423.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -927747.812500 Penalty: 4459.135254
	Iteration 6F: 3 clusters Score -927747.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -928047.125000 Penalty: 4459.135254
	Iteration 7F: 3 clusters Score -928047.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -928303.000000 Penalty: 4459.135254
	Iteration 8Q: 3 clusters Score -928303 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -928528.312500 Penalty: 4459.135254
	Iteration 9Q: 3 clusters Score -928528.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -928728.000000 Penalty: 4459.135254
	Iteration 10Q: 3 clusters Score -928728 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -928871.375000 Penalty: 4459.135254
	Iteration 11Q: 3 clusters Score -928871.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -928989.562500 Penalty: 4459.135254
	Iteration 12Q: 3 clusters Score -928989.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -929089.375000 Penalty: 4459.135254
	Iteration 13Q: 3 clusters Score -929089.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -929167.000000 Penalty: 4459.135254
	Iteration 14Q: 3 clusters Score -929167 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -929233.125000 Penalty: 4459.135254
	Iteration 15Q: 3 clusters Score -929233.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -929285.500000 Penalty: 4459.135254
	Iteration 16Q: 3 clusters Score -929285.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -929315.625000 Penalty: 4459.135254
	Iteration 17Q: 3 clusters Score -929315.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -929342.875000 Penalty: 4459.135254
	Iteration 18Q: 3 clusters Score -929342.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -929355.125000 Penalty: 4459.135254
	Iteration 19Q: 3 clusters Score -929355.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -929359.500000 Penalty: 4459.135254
	Iteration 20F: 3 clusters Score -929359.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -929364.812500 Penalty: 4459.135254
	Iteration 21Q: 3 clusters Score -929364.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -929367.750000 Penalty: 4459.135254
	Iteration 22Q: 3 clusters Score -929367.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -929370.500000 Penalty: 4459.135254
	Iteration 23Q: 3 clusters Score -929370.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -929374.250000 Penalty: 4459.135254
	Iteration 24Q: 3 clusters Score -929374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -929375.000000 Penalty: 4459.135254
	Iteration 25Q: 3 clusters Score -929375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -929375.000000 Penalty: 4459.135254
	Iteration 26F: 3 clusters Score -929375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 6303 members 
Mstep: Class 3 contains 7598 members 
Mstep: Class 4 contains 23482 members 
Mstep: Class 5 contains 14679 members 
Mstep: Class 6 contains 37889 members 
Mstep: Class 7 contains 157062 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 17535 members 
Mstep: Class 11 contains 15219 members 
Mstep: Class 12 contains 37421 members 
Mstep: Class 14 contains 78945 members 
Mstep: Class 15 contains 268365 members 
Mstep: Class 16 contains 120362 members 
Mstep: Class 17 contains 43927 members 
Mstep: Class 18 contains 245703 members 
Mstep: Class 19 contains 15403 members 
Mstep: Class 20 contains 57724 members 
Mstep: Class 21 contains 106519 members 
Mstep: Class 23 contains 8024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413312.000000 Penalty: 76944.234375
Iteration 39Q: 23 clusters Score -1.584133e+08 nChanged 20785
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6327 members 
Mstep: Class 3 contains 7644 members 
Mstep: Class 4 contains 23386 members 
Mstep: Class 5 contains 14953 members 
Mstep: Class 6 contains 37895 members 
Mstep: Class 7 contains 156888 members 
Mstep: Class 8 contains 35064 members 
Mstep: Class 9 contains 705 members 
Mstep: Class 10 contains 18173 members 
Mstep: Class 11 contains 15182 members 
Mstep: Class 12 contains 37452 members 
Mstep: Class 13 contains 27952 members 
Mstep: Class 14 contains 77017 members 
Mstep: Class 15 contains 271199 members 
Mstep: Class 16 contains 121588 members 
Mstep: Class 17 contains 44518 members 
Mstep: Class 18 contains 246542 members 
Mstep: Class 19 contains 15489 members 
Mstep: Class 20 contains 57460 members 
Mstep: Class 21 contains 106775 members 
Mstep: Class 23 contains 8016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423264.000000 Penalty: 76944.234375
Iteration 40F: 23 clusters Score -1.584233e+08 nChanged 13432
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6333 members 
Mstep: Class 3 contains 7628 members 
Mstep: Class 4 contains 23079 members 
Mstep: Class 5 contains 15213 members 
Mstep: Class 6 contains 37866 members 
Mstep: Class 7 contains 156501 members 
Mstep: Class 8 contains 34417 members 
Mstep: Class 9 contains 744 members 
Mstep: Class 10 contains 18197 members 
Mstep: Class 11 contains 14930 members 
Mstep: Class 12 contains 37625 members 
Mstep: Class 13 contains 28707 members 
Mstep: Class 14 contains 75869 members 
Mstep: Class 15 contains 272619 members 
Mstep: Class 16 contains 122303 members 
Mstep: Class 17 contains 44618 members 
Mstep: Class 18 contains 246295 members 
Mstep: Class 19 contains 15396 members 
Mstep: Class 20 contains 57000 members 
Mstep: Class 21 contains 106919 members 
Mstep: Class 23 contains 8000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427264.000000 Penalty: 76944.234375
Iteration 41Q: 23 clusters Score -1.584273e+08 nChanged 8379
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7613 members 
Mstep: Class 4 contains 22840 members 
Mstep: Class 5 contains 15397 members 
Mstep: Class 6 contains 37852 members 
Mstep: Class 7 contains 156117 members 
Mstep: Class 8 contains 33898 members 
Mstep: Class 9 contains 743 members 
Mstep: Class 10 contains 18280 members 
Mstep: Class 11 contains 14730 members 
Mstep: Class 12 contains 37723 members 
Mstep: Class 13 contains 29129 members 
Mstep: Class 14 contains 75180 members 
Mstep: Class 15 contains 273694 members 
Mstep: Class 16 contains 122893 members 
Mstep: Class 17 contains 44806 members 
Mstep: Class 18 contains 246063 members 
Mstep: Class 19 contains 15304 members 
Mstep: Class 20 contains 56663 members 
Mstep: Class 21 contains 107021 members 
Mstep: Class 23 contains 7983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158429040.000000 Penalty: 76944.234375
Iteration 42Q: 23 clusters Score -1.58429e+08 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6349 members 
Mstep: Class 3 contains 7608 members 
Mstep: Class 4 contains 22573 members 
Mstep: Class 5 contains 15576 members 
Mstep: Class 6 contains 37836 members 
Mstep: Class 7 contains 155777 members 
Mstep: Class 8 contains 33457 members 
Mstep: Class 9 contains 743 members 
Mstep: Class 10 contains 18380 members 
Mstep: Class 11 contains 14588 members 
Mstep: Class 12 contains 37794 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 74717 members 
Mstep: Class 15 contains 274509 members 
Mstep: Class 16 contains 123403 members 
Mstep: Class 17 contains 45021 members 
Mstep: Class 18 contains 245795 members 
Mstep: Class 19 contains 15198 members 
Mstep: Class 20 contains 56423 members 
Mstep: Class 21 contains 107094 members 
Mstep: Class 23 contains 7966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158430432.000000 Penalty: 76944.234375
Iteration 43Q: 23 clusters Score -1.584304e+08 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6367 members 
Mstep: Class 3 contains 7596 members 
Mstep: Class 4 contains 22373 members 
Mstep: Class 5 contains 15690 members 
Mstep: Class 6 contains 37832 members 
Mstep: Class 7 contains 155448 members 
Mstep: Class 8 contains 33122 members 
Mstep: Class 9 contains 742 members 
Mstep: Class 10 contains 18457 members 
Mstep: Class 11 contains 14480 members 
Mstep: Class 12 contains 37830 members 
Mstep: Class 13 contains 29705 members 
Mstep: Class 14 contains 74394 members 
Mstep: Class 15 contains 275149 members 
Mstep: Class 16 contains 123855 members 
Mstep: Class 17 contains 45272 members 
Mstep: Class 18 contains 245541 members 
Mstep: Class 19 contains 15068 members 
Mstep: Class 20 contains 56219 members 
Mstep: Class 21 contains 107161 members 
Mstep: Class 23 contains 7959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158431216.000000 Penalty: 76944.234375
Iteration 44Q: 23 clusters Score -1.584312e+08 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6391 members 
Mstep: Class 3 contains 7594 members 
Mstep: Class 4 contains 22226 members 
Mstep: Class 5 contains 15768 members 
Mstep: Class 6 contains 37829 members 
Mstep: Class 7 contains 155166 members 
Mstep: Class 8 contains 32863 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 18487 members 
Mstep: Class 11 contains 14385 members 
Mstep: Class 12 contains 37847 members 
Mstep: Class 13 contains 29930 members 
Mstep: Class 14 contains 74162 members 
Mstep: Class 15 contains 275693 members 
Mstep: Class 16 contains 124260 members 
Mstep: Class 17 contains 45477 members 
Mstep: Class 18 contains 245311 members 
Mstep: Class 19 contains 14924 members 
Mstep: Class 20 contains 56050 members 
Mstep: Class 21 contains 107208 members 
Mstep: Class 23 contains 7948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158432112.000000 Penalty: 76944.234375
Iteration 45Q: 23 clusters Score -1.584321e+08 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6405 members 
Mstep: Class 3 contains 7588 members 
Mstep: Class 4 contains 22100 members 
Mstep: Class 5 contains 15808 members 
Mstep: Class 6 contains 37825 members 
Mstep: Class 7 contains 154932 members 
Mstep: Class 8 contains 32631 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 18535 members 
Mstep: Class 11 contains 14328 members 
Mstep: Class 12 contains 37874 members 
Mstep: Class 13 contains 30099 members 
Mstep: Class 14 contains 73985 members 
Mstep: Class 15 contains 276143 members 
Mstep: Class 16 contains 124606 members 
Mstep: Class 17 contains 45650 members 
Mstep: Class 18 contains 245131 members 
Mstep: Class 19 contains 14752 members 
Mstep: Class 20 contains 55926 members 
Mstep: Class 21 contains 107263 members 
Mstep: Class 23 contains 7939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158431760.000000 Penalty: 76944.234375
Iteration 46Q: 23 clusters Score -1.584318e+08 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6420 members 
Mstep: Class 3 contains 7592 members 
Mstep: Class 4 contains 22005 members 
Mstep: Class 5 contains 15824 members 
Mstep: Class 6 contains 37839 members 
Mstep: Class 7 contains 154743 members 
Mstep: Class 8 contains 32366 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 18565 members 
Mstep: Class 11 contains 14277 members 
Mstep: Class 12 contains 37859 members 
Mstep: Class 13 contains 30236 members 
Mstep: Class 14 contains 73852 members 
Mstep: Class 15 contains 276590 members 
Mstep: Class 16 contains 124895 members 
Mstep: Class 17 contains 45822 members 
Mstep: Class 18 contains 244943 members 
Mstep: Class 19 contains 14599 members 
Mstep: Class 20 contains 55846 members 
Mstep: Class 21 contains 107316 members 
Mstep: Class 23 contains 7931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158432096.000000 Penalty: 76944.234375
Iteration 47Q: 23 clusters Score -1.584321e+08 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6427 members 
Mstep: Class 3 contains 7589 members 
Mstep: Class 4 contains 21933 members 
Mstep: Class 5 contains 15834 members 
Mstep: Class 6 contains 37849 members 
Mstep: Class 7 contains 154581 members 
Mstep: Class 8 contains 32155 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 18578 members 
Mstep: Class 11 contains 14225 members 
Mstep: Class 12 contains 37828 members 
Mstep: Class 13 contains 30336 members 
Mstep: Class 14 contains 73766 members 
Mstep: Class 15 contains 276996 members 
Mstep: Class 16 contains 125125 members 
Mstep: Class 17 contains 45999 members 
Mstep: Class 18 contains 244801 members 
Mstep: Class 19 contains 14444 members 
Mstep: Class 20 contains 55780 members 
Mstep: Class 21 contains 107352 members 
Mstep: Class 23 contains 7922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158432448.000000 Penalty: 76944.234375
Iteration 48Q: 23 clusters Score -1.584324e+08 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6434 members 
Mstep: Class 3 contains 7580 members 
Mstep: Class 4 contains 21873 members 
Mstep: Class 5 contains 15858 members 
Mstep: Class 6 contains 37854 members 
Mstep: Class 7 contains 154433 members 
Mstep: Class 8 contains 31980 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 18577 members 
Mstep: Class 11 contains 14199 members 
Mstep: Class 12 contains 37768 members 
Mstep: Class 13 contains 30415 members 
Mstep: Class 14 contains 73705 members 
Mstep: Class 15 contains 277360 members 
Mstep: Class 16 contains 125330 members 
Mstep: Class 17 contains 46154 members 
Mstep: Class 18 contains 244669 members 
Mstep: Class 19 contains 14308 members 
Mstep: Class 20 contains 55726 members 
Mstep: Class 21 contains 107383 members 
Mstep: Class 23 contains 7914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158432992.000000 Penalty: 76944.234375
Iteration 49Q: 23 clusters Score -1.58433e+08 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6421 members 
Mstep: Class 3 contains 7576 members 
Mstep: Class 4 contains 21811 members 
Mstep: Class 5 contains 15882 members 
Mstep: Class 6 contains 37856 members 
Mstep: Class 7 contains 154319 members 
Mstep: Class 8 contains 31840 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 18574 members 
Mstep: Class 11 contains 14171 members 
Mstep: Class 12 contains 37725 members 
Mstep: Class 13 contains 30495 members 
Mstep: Class 14 contains 73652 members 
Mstep: Class 15 contains 277697 members 
Mstep: Class 16 contains 125508 members 
Mstep: Class 17 contains 46275 members 
Mstep: Class 18 contains 244540 members 
Mstep: Class 19 contains 14146 members 
Mstep: Class 20 contains 55705 members 
Mstep: Class 21 contains 107416 members 
Mstep: Class 23 contains 7913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158433312.000000 Penalty: 76944.234375
Iteration 50Q: 23 clusters Score -1.584333e+08 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6411 members 
Mstep: Class 3 contains 7573 members 
Mstep: Class 4 contains 21762 members 
Mstep: Class 5 contains 15912 members 
Mstep: Class 6 contains 37853 members 
Mstep: Class 7 contains 154227 members 
Mstep: Class 8 contains 31722 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 18562 members 
Mstep: Class 11 contains 14157 members 
Mstep: Class 12 contains 37704 members 
Mstep: Class 13 contains 30561 members 
Mstep: Class 14 contains 73603 members 
Mstep: Class 15 contains 278011 members 
Mstep: Class 16 contains 125652 members 
Mstep: Class 17 contains 46379 members 
Mstep: Class 18 contains 244416 members 
Mstep: Class 19 contains 13988 members 
Mstep: Class 20 contains 55675 members 
Mstep: Class 21 contains 107444 members 
Mstep: Class 23 contains 7910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158433632.000000 Penalty: 76944.234375
Iteration 51Q: 23 clusters Score -1.584336e+08 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6408 members 
Mstep: Class 3 contains 7569 members 
Mstep: Class 4 contains 21723 members 
Mstep: Class 5 contains 15927 members 
Mstep: Class 6 contains 37858 members 
Mstep: Class 7 contains 154130 members 
Mstep: Class 8 contains 31579 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 18544 members 
Mstep: Class 11 contains 14133 members 
Mstep: Class 12 contains 37682 members 
Mstep: Class 13 contains 30619 members 
Mstep: Class 14 contains 73558 members 
Mstep: Class 15 contains 278326 members 
Mstep: Class 16 contains 125800 members 
Mstep: Class 17 contains 46506 members 
Mstep: Class 18 contains 244282 members 
Mstep: Class 19 contains 13851 members 
Mstep: Class 20 contains 55655 members 
Mstep: Class 21 contains 107466 members 
Mstep: Class 23 contains 7906 members 
Entering Unmasked Estep 
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Score: -158433728.000000 Penalty: 76944.234375
Iteration 52Q: 23 clusters Score -1.584337e+08 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6396 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 21701 members 
Mstep: Class 5 contains 15929 members 
Mstep: Class 6 contains 37863 members 
Mstep: Class 7 contains 154048 members 
Mstep: Class 8 contains 31438 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 18508 members 
Mstep: Class 11 contains 14121 members 
Mstep: Class 12 contains 37701 members 
Mstep: Class 13 contains 30658 members 
Mstep: Class 14 contains 73519 members 
Mstep: Class 15 contains 278597 members 
Mstep: Class 16 contains 125948 members 
Mstep: Class 17 contains 46630 members 
Mstep: Class 18 contains 244197 members 
Mstep: Class 19 contains 13672 members 
Mstep: Class 20 contains 55654 members 
Mstep: Class 21 contains 107480 members 
Mstep: Class 23 contains 7902 members 
Entering Unmasked Estep 
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Score: -158433600.000000 Penalty: 76944.234375
Iteration 53Q: 23 clusters Score -1.584336e+08 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6389 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 21679 members 
Mstep: Class 5 contains 15915 members 
Mstep: Class 6 contains 37873 members 
Mstep: Class 7 contains 153977 members 
Mstep: Class 8 contains 31272 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 18493 members 
Mstep: Class 11 contains 14098 members 
Mstep: Class 12 contains 37708 members 
Mstep: Class 13 contains 30698 members 
Mstep: Class 14 contains 73483 members 
Mstep: Class 15 contains 278863 members 
Mstep: Class 16 contains 126093 members 
Mstep: Class 17 contains 46760 members 
Mstep: Class 18 contains 244120 members 
Mstep: Class 19 contains 13516 members 
Mstep: Class 20 contains 55638 members 
Mstep: Class 21 contains 107491 members 
Mstep: Class 23 contains 7902 members 
Entering Unmasked Estep 
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Iteration 54Q: 23 clusters Score -1.584339e+08 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6360 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 21670 members 
Mstep: Class 5 contains 15903 members 
Mstep: Class 6 contains 37883 members 
Mstep: Class 7 contains 153888 members 
Mstep: Class 8 contains 31061 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 18499 members 
Mstep: Class 11 contains 14072 members 
Mstep: Class 12 contains 37706 members 
Mstep: Class 13 contains 30719 members 
Mstep: Class 14 contains 73442 members 
Mstep: Class 15 contains 279153 members 
Mstep: Class 16 contains 126254 members 
Mstep: Class 17 contains 46890 members 
Mstep: Class 18 contains 244041 members 
Mstep: Class 19 contains 13379 members 
Mstep: Class 20 contains 55624 members 
Mstep: Class 21 contains 107524 members 
Mstep: Class 23 contains 7900 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 23 clusters Score -1.584344e+08 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6332 members 
Mstep: Class 3 contains 7564 members 
Mstep: Class 4 contains 21671 members 
Mstep: Class 5 contains 15901 members 
Mstep: Class 6 contains 37888 members 
Mstep: Class 7 contains 153777 members 
Mstep: Class 8 contains 30831 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 18500 members 
Mstep: Class 11 contains 14047 members 
Mstep: Class 12 contains 37715 members 
Mstep: Class 13 contains 30733 members 
Mstep: Class 14 contains 73391 members 
Mstep: Class 15 contains 279424 members 
Mstep: Class 16 contains 126417 members 
Mstep: Class 17 contains 47023 members 
Mstep: Class 18 contains 243975 members 
Mstep: Class 19 contains 13238 members 
Mstep: Class 20 contains 55636 members 
Mstep: Class 21 contains 107560 members 
Mstep: Class 23 contains 7899 members 
Entering Unmasked Estep 
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Iteration 56Q: 23 clusters Score -1.584348e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6319 members 
Mstep: Class 3 contains 7570 members 
Mstep: Class 4 contains 21667 members 
Mstep: Class 5 contains 15866 members 
Mstep: Class 6 contains 37895 members 
Mstep: Class 7 contains 153656 members 
Mstep: Class 8 contains 30589 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 18461 members 
Mstep: Class 11 contains 14029 members 
Mstep: Class 12 contains 37734 members 
Mstep: Class 13 contains 30761 members 
Mstep: Class 14 contains 73337 members 
Mstep: Class 15 contains 279699 members 
Mstep: Class 16 contains 126594 members 
Mstep: Class 17 contains 47158 members 
Mstep: Class 18 contains 243934 members 
Mstep: Class 19 contains 13121 members 
Mstep: Class 20 contains 55652 members 
Mstep: Class 21 contains 107582 members 
Mstep: Class 23 contains 7898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158434832.000000 Penalty: 76944.234375
Iteration 57Q: 23 clusters Score -1.584348e+08 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6306 members 
Mstep: Class 3 contains 7576 members 
Mstep: Class 4 contains 21679 members 
Mstep: Class 5 contains 15827 members 
Mstep: Class 6 contains 37901 members 
Mstep: Class 7 contains 153570 members 
Mstep: Class 8 contains 30341 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 18437 members 
Mstep: Class 11 contains 14021 members 
Mstep: Class 12 contains 37742 members 
Mstep: Class 13 contains 30795 members 
Mstep: Class 14 contains 73308 members 
Mstep: Class 15 contains 279954 members 
Mstep: Class 16 contains 126774 members 
Mstep: Class 17 contains 47278 members 
Mstep: Class 18 contains 243856 members 
Mstep: Class 19 contains 12998 members 
Mstep: Class 20 contains 55671 members 
Mstep: Class 21 contains 107600 members 
Mstep: Class 23 contains 7889 members 
Entering Unmasked Estep 
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Iteration 58Q: 23 clusters Score -1.58435e+08 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6287 members 
Mstep: Class 3 contains 7575 members 
Mstep: Class 4 contains 21697 members 
Mstep: Class 5 contains 15800 members 
Mstep: Class 6 contains 37905 members 
Mstep: Class 7 contains 153475 members 
Mstep: Class 8 contains 30068 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 18399 members 
Mstep: Class 11 contains 14006 members 
Mstep: Class 12 contains 37752 members 
Mstep: Class 13 contains 30827 members 
Mstep: Class 14 contains 73272 members 
Mstep: Class 15 contains 280221 members 
Mstep: Class 16 contains 126944 members 
Mstep: Class 17 contains 47408 members 
Mstep: Class 18 contains 243814 members 
Mstep: Class 19 contains 12861 members 
Mstep: Class 20 contains 55702 members 
Mstep: Class 21 contains 107622 members 
Mstep: Class 23 contains 7888 members 
Entering Unmasked Estep 
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Score: -158435168.000000 Penalty: 76944.234375
Iteration 59Q: 23 clusters Score -1.584352e+08 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6270 members 
Mstep: Class 3 contains 7582 members 
Mstep: Class 4 contains 21731 members 
Mstep: Class 5 contains 15767 members 
Mstep: Class 6 contains 37908 members 
Mstep: Class 7 contains 153371 members 
Mstep: Class 8 contains 29783 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 18349 members 
Mstep: Class 11 contains 13988 members 
Mstep: Class 12 contains 37779 members 
Mstep: Class 13 contains 30856 members 
Mstep: Class 14 contains 73250 members 
Mstep: Class 15 contains 280480 members 
Mstep: Class 16 contains 127131 members 
Mstep: Class 17 contains 47509 members 
Mstep: Class 18 contains 243780 members 
Mstep: Class 19 contains 12722 members 
Mstep: Class 20 contains 55737 members 
Mstep: Class 21 contains 107644 members 
Mstep: Class 23 contains 7886 members 
Entering Unmasked Estep 
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Score: -158434992.000000 Penalty: 76944.234375
Iteration 60F: 23 clusters Score -1.58435e+08 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6264 members 
Mstep: Class 3 contains 7586 members 
Mstep: Class 4 contains 21758 members 
Mstep: Class 5 contains 15723 members 
Mstep: Class 6 contains 37920 members 
Mstep: Class 7 contains 153247 members 
Mstep: Class 8 contains 29456 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 18325 members 
Mstep: Class 11 contains 13958 members 
Mstep: Class 12 contains 37801 members 
Mstep: Class 13 contains 30886 members 
Mstep: Class 14 contains 73228 members 
Mstep: Class 15 contains 280790 members 
Mstep: Class 16 contains 127302 members 
Mstep: Class 17 contains 47627 members 
Mstep: Class 18 contains 243743 members 
Mstep: Class 19 contains 12599 members 
Mstep: Class 20 contains 55756 members 
Mstep: Class 21 contains 107665 members 
Mstep: Class 23 contains 7889 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 23 clusters Score -1.584356e+08 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6254 members 
Mstep: Class 3 contains 7592 members 
Mstep: Class 4 contains 21814 members 
Mstep: Class 5 contains 15695 members 
Mstep: Class 6 contains 37934 members 
Mstep: Class 7 contains 153125 members 
Mstep: Class 8 contains 29099 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 18297 members 
Mstep: Class 11 contains 13935 members 
Mstep: Class 12 contains 37817 members 
Mstep: Class 13 contains 30914 members 
Mstep: Class 14 contains 73201 members 
Mstep: Class 15 contains 281080 members 
Mstep: Class 16 contains 127501 members 
Mstep: Class 17 contains 47740 members 
Mstep: Class 18 contains 243721 members 
Mstep: Class 19 contains 12467 members 
Mstep: Class 20 contains 55774 members 
Mstep: Class 21 contains 107675 members 
Mstep: Class 23 contains 7888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158436048.000000 Penalty: 76944.234375
Iteration 62Q: 23 clusters Score -1.58436e+08 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6226 members 
Mstep: Class 3 contains 7596 members 
Mstep: Class 4 contains 21900 members 
Mstep: Class 5 contains 15646 members 
Mstep: Class 6 contains 37948 members 
Mstep: Class 7 contains 153020 members 
Mstep: Class 8 contains 28675 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 18274 members 
Mstep: Class 11 contains 13917 members 
Mstep: Class 12 contains 37812 members 
Mstep: Class 13 contains 30939 members 
Mstep: Class 14 contains 73155 members 
Mstep: Class 15 contains 281430 members 
Mstep: Class 16 contains 127725 members 
Mstep: Class 17 contains 47871 members 
Mstep: Class 18 contains 243677 members 
Mstep: Class 19 contains 12348 members 
Mstep: Class 20 contains 55796 members 
Mstep: Class 21 contains 107683 members 
Mstep: Class 23 contains 7885 members 
Entering Unmasked Estep 
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Iteration 63Q: 23 clusters Score -1.584362e+08 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6206 members 
Mstep: Class 3 contains 7596 members 
Mstep: Class 4 contains 22010 members 
Mstep: Class 5 contains 15597 members 
Mstep: Class 6 contains 37965 members 
Mstep: Class 7 contains 152907 members 
Mstep: Class 8 contains 28307 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 18224 members 
Mstep: Class 11 contains 13907 members 
Mstep: Class 12 contains 37806 members 
Mstep: Class 13 contains 30967 members 
Mstep: Class 14 contains 73084 members 
Mstep: Class 15 contains 281768 members 
Mstep: Class 16 contains 127943 members 
Mstep: Class 17 contains 47983 members 
Mstep: Class 18 contains 243659 members 
Mstep: Class 19 contains 12220 members 
Mstep: Class 20 contains 55810 members 
Mstep: Class 21 contains 107683 members 
Mstep: Class 23 contains 7882 members 
Entering Unmasked Estep 
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Iteration 64Q: 23 clusters Score -1.584371e+08 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6182 members 
Mstep: Class 3 contains 7604 members 
Mstep: Class 4 contains 22141 members 
Mstep: Class 5 contains 15536 members 
Mstep: Class 6 contains 37978 members 
Mstep: Class 7 contains 152780 members 
Mstep: Class 8 contains 27906 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 18197 members 
Mstep: Class 11 contains 13894 members 
Mstep: Class 12 contains 37775 members 
Mstep: Class 13 contains 30988 members 
Mstep: Class 14 contains 73018 members 
Mstep: Class 15 contains 282092 members 
Mstep: Class 16 contains 128172 members 
Mstep: Class 17 contains 48119 members 
Mstep: Class 18 contains 243641 members 
Mstep: Class 19 contains 12098 members 
Mstep: Class 20 contains 55829 members 
Mstep: Class 21 contains 107695 members 
Mstep: Class 23 contains 7879 members 
Entering Unmasked Estep 
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Iteration 65Q: 23 clusters Score -1.584374e+08 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6167 members 
Mstep: Class 3 contains 7608 members 
Mstep: Class 4 contains 22264 members 
Mstep: Class 5 contains 15477 members 
Mstep: Class 6 contains 37989 members 
Mstep: Class 7 contains 152646 members 
Mstep: Class 8 contains 27588 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 18154 members 
Mstep: Class 11 contains 13875 members 
Mstep: Class 12 contains 37745 members 
Mstep: Class 13 contains 31010 members 
Mstep: Class 14 contains 72955 members 
Mstep: Class 15 contains 282396 members 
Mstep: Class 16 contains 128386 members 
Mstep: Class 17 contains 48242 members 
Mstep: Class 18 contains 243604 members 
Mstep: Class 19 contains 11984 members 
Mstep: Class 20 contains 55846 members 
Mstep: Class 21 contains 107707 members 
Mstep: Class 23 contains 7881 members 
Entering Unmasked Estep 
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Iteration 66Q: 23 clusters Score -1.584376e+08 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6165 members 
Mstep: Class 3 contains 7618 members 
Mstep: Class 4 contains 22382 members 
Mstep: Class 5 contains 15408 members 
Mstep: Class 6 contains 38004 members 
Mstep: Class 7 contains 152508 members 
Mstep: Class 8 contains 27332 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 18134 members 
Mstep: Class 11 contains 13849 members 
Mstep: Class 12 contains 37697 members 
Mstep: Class 13 contains 31022 members 
Mstep: Class 14 contains 72894 members 
Mstep: Class 15 contains 282656 members 
Mstep: Class 16 contains 128572 members 
Mstep: Class 17 contains 48393 members 
Mstep: Class 18 contains 243561 members 
Mstep: Class 19 contains 11850 members 
Mstep: Class 20 contains 55887 members 
Mstep: Class 21 contains 107716 members 
Mstep: Class 23 contains 7877 members 
Entering Unmasked Estep 
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Iteration 67Q: 23 clusters Score -1.584381e+08 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6172 members 
Mstep: Class 3 contains 7623 members 
Mstep: Class 4 contains 22511 members 
Mstep: Class 5 contains 15368 members 
Mstep: Class 6 contains 38014 members 
Mstep: Class 7 contains 152385 members 
Mstep: Class 8 contains 27126 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 18102 members 
Mstep: Class 11 contains 13813 members 
Mstep: Class 12 contains 37645 members 
Mstep: Class 13 contains 31035 members 
Mstep: Class 14 contains 72832 members 
Mstep: Class 15 contains 282872 members 
Mstep: Class 16 contains 128749 members 
Mstep: Class 17 contains 48558 members 
Mstep: Class 18 contains 243476 members 
Mstep: Class 19 contains 11733 members 
Mstep: Class 20 contains 55910 members 
Mstep: Class 21 contains 107728 members 
Mstep: Class 23 contains 7873 members 
Entering Unmasked Estep 
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Iteration 68Q: 23 clusters Score -1.58438e+08 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 7620 members 
Mstep: Class 4 contains 22622 members 
Mstep: Class 5 contains 15317 members 
Mstep: Class 6 contains 38017 members 
Mstep: Class 7 contains 152277 members 
Mstep: Class 8 contains 26964 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 18062 members 
Mstep: Class 11 contains 13787 members 
Mstep: Class 12 contains 37595 members 
Mstep: Class 13 contains 31051 members 
Mstep: Class 14 contains 72769 members 
Mstep: Class 15 contains 283045 members 
Mstep: Class 16 contains 128884 members 
Mstep: Class 17 contains 48732 members 
Mstep: Class 18 contains 243397 members 
Mstep: Class 19 contains 11656 members 
Mstep: Class 20 contains 55918 members 
Mstep: Class 21 contains 107740 members 
Mstep: Class 23 contains 7871 members 
Entering Unmasked Estep 
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Iteration 69Q: 23 clusters Score -1.58438e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6238 members 
Mstep: Class 3 contains 7621 members 
Mstep: Class 4 contains 22722 members 
Mstep: Class 5 contains 15254 members 
Mstep: Class 6 contains 38018 members 
Mstep: Class 7 contains 152174 members 
Mstep: Class 8 contains 26845 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 18023 members 
Mstep: Class 11 contains 13757 members 
Mstep: Class 12 contains 37552 members 
Mstep: Class 13 contains 31062 members 
Mstep: Class 14 contains 72731 members 
Mstep: Class 15 contains 283154 members 
Mstep: Class 16 contains 129011 members 
Mstep: Class 17 contains 48903 members 
Mstep: Class 18 contains 243333 members 
Mstep: Class 19 contains 11575 members 
Mstep: Class 20 contains 55927 members 
Mstep: Class 21 contains 107753 members 
Mstep: Class 23 contains 7871 members 
Entering Unmasked Estep 
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Iteration 70Q: 23 clusters Score -1.584384e+08 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 7621 members 
Mstep: Class 4 contains 22818 members 
Mstep: Class 5 contains 15182 members 
Mstep: Class 6 contains 38028 members 
Mstep: Class 7 contains 152108 members 
Mstep: Class 8 contains 26748 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 17965 members 
Mstep: Class 11 contains 13737 members 
Mstep: Class 12 contains 37502 members 
Mstep: Class 13 contains 31067 members 
Mstep: Class 14 contains 72698 members 
Mstep: Class 15 contains 283226 members 
Mstep: Class 16 contains 129114 members 
Mstep: Class 17 contains 49126 members 
Mstep: Class 18 contains 243250 members 
Mstep: Class 19 contains 11509 members 
Mstep: Class 20 contains 55928 members 
Mstep: Class 21 contains 107765 members 
Mstep: Class 23 contains 7865 members 
Entering Unmasked Estep 
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Iteration 71Q: 23 clusters Score -1.584384e+08 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6276 members 
Mstep: Class 3 contains 7627 members 
Mstep: Class 4 contains 22894 members 
Mstep: Class 5 contains 15099 members 
Mstep: Class 6 contains 38029 members 
Mstep: Class 7 contains 152044 members 
Mstep: Class 8 contains 26699 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 17918 members 
Mstep: Class 11 contains 13714 members 
Mstep: Class 12 contains 37454 members 
Mstep: Class 13 contains 31073 members 
Mstep: Class 14 contains 72673 members 
Mstep: Class 15 contains 283253 members 
Mstep: Class 16 contains 129212 members 
Mstep: Class 17 contains 49361 members 
Mstep: Class 18 contains 243154 members 
Mstep: Class 19 contains 11452 members 
Mstep: Class 20 contains 55939 members 
Mstep: Class 21 contains 107790 members 
Mstep: Class 23 contains 7863 members 
Entering Unmasked Estep 
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Iteration 72Q: 23 clusters Score -1.584387e+08 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6284 members 
Mstep: Class 3 contains 7632 members 
Mstep: Class 4 contains 22953 members 
Mstep: Class 5 contains 15019 members 
Mstep: Class 6 contains 38039 members 
Mstep: Class 7 contains 151973 members 
Mstep: Class 8 contains 26687 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 17874 members 
Mstep: Class 11 contains 13699 members 
Mstep: Class 12 contains 37426 members 
Mstep: Class 13 contains 31090 members 
Mstep: Class 14 contains 72638 members 
Mstep: Class 15 contains 283254 members 
Mstep: Class 16 contains 129300 members 
Mstep: Class 17 contains 49609 members 
Mstep: Class 18 contains 243043 members 
Mstep: Class 19 contains 11393 members 
Mstep: Class 20 contains 55945 members 
Mstep: Class 21 contains 107805 members 
Mstep: Class 23 contains 7861 members 
Entering Unmasked Estep 
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Iteration 73Q: 23 clusters Score -1.584389e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6293 members 
Mstep: Class 3 contains 7636 members 
Mstep: Class 4 contains 23004 members 
Mstep: Class 5 contains 14948 members 
Mstep: Class 6 contains 38055 members 
Mstep: Class 7 contains 151903 members 
Mstep: Class 8 contains 26704 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 17842 members 
Mstep: Class 11 contains 13693 members 
Mstep: Class 12 contains 37399 members 
Mstep: Class 13 contains 31101 members 
Mstep: Class 14 contains 72603 members 
Mstep: Class 15 contains 283230 members 
Mstep: Class 16 contains 129373 members 
Mstep: Class 17 contains 49830 members 
Mstep: Class 18 contains 242937 members 
Mstep: Class 19 contains 11338 members 
Mstep: Class 20 contains 55948 members 
Mstep: Class 21 contains 107829 members 
Mstep: Class 23 contains 7858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439296.000000 Penalty: 76944.234375
Iteration 74Q: 23 clusters Score -1.584393e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6296 members 
Mstep: Class 3 contains 7639 members 
Mstep: Class 4 contains 23063 members 
Mstep: Class 5 contains 14875 members 
Mstep: Class 6 contains 38062 members 
Mstep: Class 7 contains 151845 members 
Mstep: Class 8 contains 26696 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 17800 members 
Mstep: Class 11 contains 13688 members 
Mstep: Class 12 contains 37371 members 
Mstep: Class 13 contains 31115 members 
Mstep: Class 14 contains 72580 members 
Mstep: Class 15 contains 283206 members 
Mstep: Class 16 contains 129437 members 
Mstep: Class 17 contains 50052 members 
Mstep: Class 18 contains 242852 members 
Mstep: Class 19 contains 11294 members 
Mstep: Class 20 contains 55947 members 
Mstep: Class 21 contains 107849 members 
Mstep: Class 23 contains 7857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439216.000000 Penalty: 76944.234375
Iteration 75Q: 23 clusters Score -1.584392e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6302 members 
Mstep: Class 3 contains 7641 members 
Mstep: Class 4 contains 23112 members 
Mstep: Class 5 contains 14809 members 
Mstep: Class 6 contains 38073 members 
Mstep: Class 7 contains 151785 members 
Mstep: Class 8 contains 26695 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 17720 members 
Mstep: Class 11 contains 13682 members 
Mstep: Class 12 contains 37336 members 
Mstep: Class 13 contains 31142 members 
Mstep: Class 14 contains 72564 members 
Mstep: Class 15 contains 283182 members 
Mstep: Class 16 contains 129489 members 
Mstep: Class 17 contains 50264 members 
Mstep: Class 18 contains 242785 members 
Mstep: Class 19 contains 11269 members 
Mstep: Class 20 contains 55944 members 
Mstep: Class 21 contains 107871 members 
Mstep: Class 23 contains 7859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439520.000000 Penalty: 76944.234375
Iteration 76Q: 23 clusters Score -1.584395e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6306 members 
Mstep: Class 3 contains 7646 members 
Mstep: Class 4 contains 23160 members 
Mstep: Class 5 contains 14745 members 
Mstep: Class 6 contains 38088 members 
Mstep: Class 7 contains 151727 members 
Mstep: Class 8 contains 26701 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 17661 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 37292 members 
Mstep: Class 13 contains 31164 members 
Mstep: Class 14 contains 72554 members 
Mstep: Class 15 contains 283146 members 
Mstep: Class 16 contains 129545 members 
Mstep: Class 17 contains 50437 members 
Mstep: Class 18 contains 242736 members 
Mstep: Class 19 contains 11245 members 
Mstep: Class 20 contains 55944 members 
Mstep: Class 21 contains 107894 members 
Mstep: Class 23 contains 7859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439472.000000 Penalty: 76944.234375
Iteration 77Q: 23 clusters Score -1.584395e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6306 members 
Mstep: Class 3 contains 7648 members 
Mstep: Class 4 contains 23201 members 
Mstep: Class 5 contains 14676 members 
Mstep: Class 6 contains 38103 members 
Mstep: Class 7 contains 151661 members 
Mstep: Class 8 contains 26714 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 17600 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 37256 members 
Mstep: Class 13 contains 31185 members 
Mstep: Class 14 contains 72538 members 
Mstep: Class 15 contains 283088 members 
Mstep: Class 16 contains 129600 members 
Mstep: Class 17 contains 50627 members 
Mstep: Class 18 contains 242694 members 
Mstep: Class 19 contains 11233 members 
Mstep: Class 20 contains 55953 members 
Mstep: Class 21 contains 107914 members 
Mstep: Class 23 contains 7855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158439680.000000 Penalty: 76944.234375
Iteration 78Q: 23 clusters Score -1.584397e+08 nChanged 680
Entering ConstructFrom: 
Score: -158439680.000000 Penalty: 76944.234375
Entering ConstructFrom: 
Trying to split cluster 1 (2385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Entering Unmasked Estep 
Score: -254341.453125 Penalty: 1928.684692
	Iteration 0F: 2 clusters Score -254341.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -251563.937500 Penalty: 3857.369385
	Iteration 0F: 3 clusters Score -251563.9 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -252563.781250 Penalty: 3857.369385
	Iteration 1F: 3 clusters Score -252563.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -253223.046875 Penalty: 3857.369385
	Iteration 2F: 3 clusters Score -253223 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -254065.390625 Penalty: 3857.369385
	Iteration 3F: 3 clusters Score -254065.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -254883.062500 Penalty: 3857.369385
	Iteration 4F: 3 clusters Score -254883.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -255701.968750 Penalty: 3857.369385
	Iteration 5F: 3 clusters Score -255702 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -256109.125000 Penalty: 3857.369385
	Iteration 6Q: 3 clusters Score -256109.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -256759.234375 Penalty: 3857.369385
	Iteration 7Q: 3 clusters Score -256759.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -256965.375000 Penalty: 3857.369385
	Iteration 8Q: 3 clusters Score -256965.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -257103.812500 Penalty: 3857.369385
	Iteration 9Q: 3 clusters Score -257103.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -257183.656250 Penalty: 3857.369385
	Iteration 10Q: 3 clusters Score -257183.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -257220.718750 Penalty: 3857.369385
	Iteration 11Q: 3 clusters Score -257220.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -257254.296875 Penalty: 3857.369385
	Iteration 12Q: 3 clusters Score -257254.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -257277.296875 Penalty: 3857.369385
	Iteration 13Q: 3 clusters Score -257277.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -257310.875000 Penalty: 3857.369385
	Iteration 14Q: 3 clusters Score -257310.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -257376.906250 Penalty: 3857.369385
	Iteration 15Q: 3 clusters Score -257376.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -257449.750000 Penalty: 3857.369385
	Iteration 16Q: 3 clusters Score -257449.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -257535.453125 Penalty: 3857.369385
	Iteration 17Q: 3 clusters Score -257535.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -257618.718750 Penalty: 3857.369385
	Iteration 18Q: 3 clusters Score -257618.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -257773.515625 Penalty: 3857.369385
	Iteration 19Q: 3 clusters Score -257773.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -258137.656250 Penalty: 3857.369385
	Iteration 20F: 3 clusters Score -258137.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -258409.578125 Penalty: 3857.369385
	Iteration 21Q: 3 clusters Score -258409.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -258486.375000 Penalty: 3857.369385
	Iteration 22Q: 3 clusters Score -258486.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -258558.859375 Penalty: 3857.369385
	Iteration 23Q: 3 clusters Score -258558.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -258565.109375 Penalty: 3857.369385
	Iteration 24Q: 3 clusters Score -258565.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -258565.109375 Penalty: 3857.369385
	Iteration 25F: 3 clusters Score -258565.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6311 members 
Mstep: Class 3 contains 7653 members 
Mstep: Class 4 contains 23238 members 
Mstep: Class 5 contains 14615 members 
Mstep: Class 6 contains 38108 members 
Mstep: Class 7 contains 151608 members 
Mstep: Class 8 contains 26720 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 17568 members 
Mstep: Class 11 contains 13670 members 
Mstep: Class 12 contains 37229 members 
Mstep: Class 13 contains 31200 members 
Mstep: Class 14 contains 72512 members 
Mstep: Class 15 contains 283053 members 
Mstep: Class 16 contains 129639 members 
Mstep: Class 17 contains 50813 members 
Mstep: Class 18 contains 242635 members 
Mstep: Class 19 contains 11214 members 
Mstep: Class 20 contains 55949 members 
Mstep: Class 21 contains 107935 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7855 members 
Entering Unmasked Estep 
Score: -158442736.000000 Penalty: 80441.695312
Splitting cluster 1 changes total score from -158439680.000000 to -158442736.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 2 (6311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Entering Unmasked Estep 
Score: -727804.750000 Penalty: 2170.012207
	Iteration 0F: 2 clusters Score -727804.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -722463.500000 Penalty: 4340.024414
	Iteration 0F: 3 clusters Score -722463.5 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -723812.937500 Penalty: 4340.024414
	Iteration 1F: 3 clusters Score -723812.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -724039.562500 Penalty: 4340.024414
	Iteration 2F: 3 clusters Score -724039.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -724170.250000 Penalty: 4340.024414
	Iteration 3Q: 3 clusters Score -724170.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -724257.312500 Penalty: 4340.024414
	Iteration 4Q: 3 clusters Score -724257.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -724320.125000 Penalty: 4340.024414
	Iteration 5Q: 3 clusters Score -724320.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -724380.937500 Penalty: 4340.024414
	Iteration 6Q: 3 clusters Score -724380.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -724438.500000 Penalty: 4340.024414
	Iteration 7Q: 3 clusters Score -724438.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -724483.750000 Penalty: 4340.024414
	Iteration 8Q: 3 clusters Score -724483.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -724529.187500 Penalty: 4340.024414
	Iteration 9Q: 3 clusters Score -724529.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -724566.062500 Penalty: 4340.024414
	Iteration 10Q: 3 clusters Score -724566.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -724593.937500 Penalty: 4340.024414
	Iteration 11Q: 3 clusters Score -724593.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -724620.250000 Penalty: 4340.024414
	Iteration 12Q: 3 clusters Score -724620.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -724640.625000 Penalty: 4340.024414
	Iteration 13Q: 3 clusters Score -724640.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -724656.750000 Penalty: 4340.024414
	Iteration 14Q: 3 clusters Score -724656.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -724675.062500 Penalty: 4340.024414
	Iteration 15Q: 3 clusters Score -724675.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -724697.625000 Penalty: 4340.024414
	Iteration 16Q: 3 clusters Score -724697.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -724722.375000 Penalty: 4340.024414
	Iteration 17Q: 3 clusters Score -724722.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -724747.062500 Penalty: 4340.024414
	Iteration 18Q: 3 clusters Score -724747.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -724779.562500 Penalty: 4340.024414
	Iteration 19Q: 3 clusters Score -724779.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -724809.250000 Penalty: 4340.024414
	Iteration 20F: 3 clusters Score -724809.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -724829.937500 Penalty: 4340.024414
	Iteration 21Q: 3 clusters Score -724829.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -724855.312500 Penalty: 4340.024414
	Iteration 22Q: 3 clusters Score -724855.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -724879.875000 Penalty: 4340.024414
	Iteration 23Q: 3 clusters Score -724879.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -724909.500000 Penalty: 4340.024414
	Iteration 24Q: 3 clusters Score -724909.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -724949.625000 Penalty: 4340.024414
	Iteration 25Q: 3 clusters Score -724949.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -724999.250000 Penalty: 4340.024414
	Iteration 26Q: 3 clusters Score -724999.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -725044.437500 Penalty: 4340.024414
	Iteration 27Q: 3 clusters Score -725044.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -725099.625000 Penalty: 4340.024414
	Iteration 28Q: 3 clusters Score -725099.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -725153.000000 Penalty: 4340.024414
	Iteration 29Q: 3 clusters Score -725153 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -725217.562500 Penalty: 4340.024414
	Iteration 30Q: 3 clusters Score -725217.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -725283.062500 Penalty: 4340.024414
	Iteration 31Q: 3 clusters Score -725283.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -725362.875000 Penalty: 4340.024414
	Iteration 32Q: 3 clusters Score -725362.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -725437.937500 Penalty: 4340.024414
	Iteration 33Q: 3 clusters Score -725437.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -725511.437500 Penalty: 4340.024414
	Iteration 34Q: 3 clusters Score -725511.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -725566.250000 Penalty: 4340.024414
	Iteration 35Q: 3 clusters Score -725566.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -725621.187500 Penalty: 4340.024414
	Iteration 36Q: 3 clusters Score -725621.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -725674.062500 Penalty: 4340.024414
	Iteration 37Q: 3 clusters Score -725674.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -725717.750000 Penalty: 4340.024414
	Iteration 38Q: 3 clusters Score -725717.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -725756.375000 Penalty: 4340.024414
	Iteration 39Q: 3 clusters Score -725756.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -725782.500000 Penalty: 4340.024414
	Iteration 40F: 3 clusters Score -725782.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -725815.437500 Penalty: 4340.024414
	Iteration 41Q: 3 clusters Score -725815.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -725842.250000 Penalty: 4340.024414
	Iteration 42Q: 3 clusters Score -725842.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -725862.687500 Penalty: 4340.024414
	Iteration 43Q: 3 clusters Score -725862.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -725877.187500 Penalty: 4340.024414
	Iteration 44Q: 3 clusters Score -725877.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -725893.000000 Penalty: 4340.024414
	Iteration 45Q: 3 clusters Score -725893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -725910.437500 Penalty: 4340.024414
	Iteration 46Q: 3 clusters Score -725910.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -725917.562500 Penalty: 4340.024414
	Iteration 47Q: 3 clusters Score -725917.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -725923.937500 Penalty: 4340.024414
	Iteration 48Q: 3 clusters Score -725923.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -725930.437500 Penalty: 4340.024414
	Iteration 49Q: 3 clusters Score -725930.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -725936.812500 Penalty: 4340.024414
	Iteration 50Q: 3 clusters Score -725936.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -725939.000000 Penalty: 4340.024414
	Iteration 51Q: 3 clusters Score -725939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -725939.000000 Penalty: 4340.024414
	Iteration 52F: 3 clusters Score -725939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Entering Unmasked Estep 
Score: -933471.937500 Penalty: 2217.827637
	Iteration 0F: 2 clusters Score -933471.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -927274.250000 Penalty: 4435.655273
	Iteration 0F: 3 clusters Score -927274.2 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -928907.562500 Penalty: 4435.655273
	Iteration 1F: 3 clusters Score -928907.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -929231.875000 Penalty: 4435.655273
	Iteration 2F: 3 clusters Score -929231.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -929467.125000 Penalty: 4435.655273
	Iteration 3F: 3 clusters Score -929467.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -929648.750000 Penalty: 4435.655273
	Iteration 4Q: 3 clusters Score -929648.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -929806.687500 Penalty: 4435.655273
	Iteration 5Q: 3 clusters Score -929806.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -929923.937500 Penalty: 4435.655273
	Iteration 6Q: 3 clusters Score -929923.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -930024.500000 Penalty: 4435.655273
	Iteration 7Q: 3 clusters Score -930024.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -930125.562500 Penalty: 4435.655273
	Iteration 8Q: 3 clusters Score -930125.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -930200.125000 Penalty: 4435.655273
	Iteration 9Q: 3 clusters Score -930200.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -930267.125000 Penalty: 4435.655273
	Iteration 10Q: 3 clusters Score -930267.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -930324.500000 Penalty: 4435.655273
	Iteration 11Q: 3 clusters Score -930324.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -930382.000000 Penalty: 4435.655273
	Iteration 12Q: 3 clusters Score -930382 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -930438.687500 Penalty: 4435.655273
	Iteration 13Q: 3 clusters Score -930438.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -930486.500000 Penalty: 4435.655273
	Iteration 14Q: 3 clusters Score -930486.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -930523.375000 Penalty: 4435.655273
	Iteration 15Q: 3 clusters Score -930523.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -930558.062500 Penalty: 4435.655273
	Iteration 16Q: 3 clusters Score -930558.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -930580.187500 Penalty: 4435.655273
	Iteration 17Q: 3 clusters Score -930580.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -930599.625000 Penalty: 4435.655273
	Iteration 18Q: 3 clusters Score -930599.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -930621.750000 Penalty: 4435.655273
	Iteration 19Q: 3 clusters Score -930621.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -930638.875000 Penalty: 4435.655273
	Iteration 20F: 3 clusters Score -930638.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -930654.125000 Penalty: 4435.655273
	Iteration 21Q: 3 clusters Score -930654.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -930668.125000 Penalty: 4435.655273
	Iteration 22Q: 3 clusters Score -930668.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -930680.437500 Penalty: 4435.655273
	Iteration 23Q: 3 clusters Score -930680.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -930697.312500 Penalty: 4435.655273
	Iteration 24Q: 3 clusters Score -930697.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -930709.562500 Penalty: 4435.655273
	Iteration 25Q: 3 clusters Score -930709.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -930723.500000 Penalty: 4435.655273
	Iteration 26Q: 3 clusters Score -930723.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -930737.062500 Penalty: 4435.655273
	Iteration 27Q: 3 clusters Score -930737.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -930749.187500 Penalty: 4435.655273
	Iteration 28Q: 3 clusters Score -930749.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -930764.250000 Penalty: 4435.655273
	Iteration 29Q: 3 clusters Score -930764.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -930780.750000 Penalty: 4435.655273
	Iteration 30Q: 3 clusters Score -930780.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -930789.437500 Penalty: 4435.655273
	Iteration 31Q: 3 clusters Score -930789.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -930800.312500 Penalty: 4435.655273
	Iteration 32Q: 3 clusters Score -930800.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -930809.500000 Penalty: 4435.655273
	Iteration 33Q: 3 clusters Score -930809.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -930822.000000 Penalty: 4435.655273
	Iteration 34Q: 3 clusters Score -930822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -930833.750000 Penalty: 4435.655273
	Iteration 35Q: 3 clusters Score -930833.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -930844.750000 Penalty: 4435.655273
	Iteration 36Q: 3 clusters Score -930844.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -930863.125000 Penalty: 4435.655273
	Iteration 37Q: 3 clusters Score -930863.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -930879.437500 Penalty: 4435.655273
	Iteration 38Q: 3 clusters Score -930879.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -930898.500000 Penalty: 4435.655273
	Iteration 39Q: 3 clusters Score -930898.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -930917.062500 Penalty: 4435.655273
	Iteration 40F: 3 clusters Score -930917.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -930935.125000 Penalty: 4435.655273
	Iteration 41Q: 3 clusters Score -930935.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -930954.062500 Penalty: 4435.655273
	Iteration 42Q: 3 clusters Score -930954.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -930982.250000 Penalty: 4435.655273
	Iteration 43Q: 3 clusters Score -930982.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -931005.875000 Penalty: 4435.655273
	Iteration 44Q: 3 clusters Score -931005.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -931027.437500 Penalty: 4435.655273
	Iteration 45Q: 3 clusters Score -931027.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -931054.687500 Penalty: 4435.655273
	Iteration 46Q: 3 clusters Score -931054.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -931082.250000 Penalty: 4435.655273
	Iteration 47Q: 3 clusters Score -931082.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -931112.062500 Penalty: 4435.655273
	Iteration 48Q: 3 clusters Score -931112.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -931132.937500 Penalty: 4435.655273
	Iteration 49Q: 3 clusters Score -931132.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -931155.812500 Penalty: 4435.655273
	Iteration 50Q: 3 clusters Score -931155.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -931180.687500 Penalty: 4435.655273
	Iteration 51Q: 3 clusters Score -931180.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -931200.937500 Penalty: 4435.655273
	Iteration 52Q: 3 clusters Score -931200.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -931224.375000 Penalty: 4435.655273
	Iteration 53Q: 3 clusters Score -931224.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -931253.687500 Penalty: 4435.655273
	Iteration 54Q: 3 clusters Score -931253.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -931283.937500 Penalty: 4435.655273
	Iteration 55Q: 3 clusters Score -931283.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -931311.375000 Penalty: 4435.655273
	Iteration 56Q: 3 clusters Score -931311.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -931344.500000 Penalty: 4435.655273
	Iteration 57Q: 3 clusters Score -931344.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -931369.875000 Penalty: 4435.655273
	Iteration 58Q: 3 clusters Score -931369.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -931387.125000 Penalty: 4435.655273
	Iteration 59Q: 3 clusters Score -931387.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -931404.687500 Penalty: 4435.655273
	Iteration 60F: 3 clusters Score -931404.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -931422.375000 Penalty: 4435.655273
	Iteration 61Q: 3 clusters Score -931422.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -931442.062500 Penalty: 4435.655273
	Iteration 62Q: 3 clusters Score -931442.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -931455.437500 Penalty: 4435.655273
	Iteration 63Q: 3 clusters Score -931455.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -931466.625000 Penalty: 4435.655273
	Iteration 64Q: 3 clusters Score -931466.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -931476.187500 Penalty: 4435.655273
	Iteration 65Q: 3 clusters Score -931476.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -931487.750000 Penalty: 4435.655273
	Iteration 66Q: 3 clusters Score -931487.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -931501.937500 Penalty: 4435.655273
	Iteration 67Q: 3 clusters Score -931501.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -931507.562500 Penalty: 4435.655273
	Iteration 68Q: 3 clusters Score -931507.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -931514.687500 Penalty: 4435.655273
	Iteration 69Q: 3 clusters Score -931514.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -931522.500000 Penalty: 4435.655273
	Iteration 70Q: 3 clusters Score -931522.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -931526.687500 Penalty: 4435.655273
	Iteration 71Q: 3 clusters Score -931526.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -931531.812500 Penalty: 4435.655273
	Iteration 72Q: 3 clusters Score -931531.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -931532.437500 Penalty: 4435.655273
	Iteration 73Q: 3 clusters Score -931532.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -931534.000000 Penalty: 4435.655273
	Iteration 74Q: 3 clusters Score -931534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -931534.875000 Penalty: 4435.655273
	Iteration 75Q: 3 clusters Score -931534.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -931535.500000 Penalty: 4435.655273
	Iteration 76Q: 3 clusters Score -931535.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -931537.437500 Penalty: 4435.655273
	Iteration 77Q: 3 clusters Score -931537.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -931539.062500 Penalty: 4435.655273
	Iteration 78Q: 3 clusters Score -931539.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -931541.625000 Penalty: 4435.655273
	Iteration 79Q: 3 clusters Score -931541.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -931544.687500 Penalty: 4435.655273
	Iteration 80F: 3 clusters Score -931544.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -931547.437500 Penalty: 4435.655273
	Iteration 81Q: 3 clusters Score -931547.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -931547.312500 Penalty: 4435.655273
	Iteration 82Q: 3 clusters Score -931547.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -931548.250000 Penalty: 4435.655273
	Iteration 83Q: 3 clusters Score -931548.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -931548.250000 Penalty: 4435.655273
	Iteration 84Q: 3 clusters Score -931548.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -931548.125000 Penalty: 4435.655273
	Iteration 85Q: 3 clusters Score -931548.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -931550.187500 Penalty: 4435.655273
	Iteration 86Q: 3 clusters Score -931550.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -931551.500000 Penalty: 4435.655273
	Iteration 87Q: 3 clusters Score -931551.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -931552.750000 Penalty: 4435.655273
	Iteration 88Q: 3 clusters Score -931552.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -931558.812500 Penalty: 4435.655273
	Iteration 89Q: 3 clusters Score -931558.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -931562.437500 Penalty: 4435.655273
	Iteration 90Q: 3 clusters Score -931562.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -931565.125000 Penalty: 4435.655273
	Iteration 91Q: 3 clusters Score -931565.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -931565.000000 Penalty: 4435.655273
	Iteration 92Q: 3 clusters Score -931565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -931565.000000 Penalty: 4435.655273
	Iteration 93F: 3 clusters Score -931565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Entering Unmasked Estep 
Score: -2813809.250000 Penalty: 2493.278809
	Iteration 0F: 2 clusters Score -2813809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2797620.250000 Penalty: 4986.557617
	Iteration 0F: 3 clusters Score -2797620 nChanged 10346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2803436.250000 Penalty: 4986.557617
	Iteration 1F: 3 clusters Score -2803436 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2804018.250000 Penalty: 4986.557617
	Iteration 2F: 3 clusters Score -2804018 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2804557.500000 Penalty: 4986.557617
	Iteration 3F: 3 clusters Score -2804558 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2805075.500000 Penalty: 4986.557617
	Iteration 4Q: 3 clusters Score -2805076 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2805598.250000 Penalty: 4986.557617
	Iteration 5Q: 3 clusters Score -2805598 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2806193.250000 Penalty: 4986.557617
	Iteration 6Q: 3 clusters Score -2806193 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2806773.750000 Penalty: 4986.557617
	Iteration 7Q: 3 clusters Score -2806774 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2807328.250000 Penalty: 4986.557617
	Iteration 8Q: 3 clusters Score -2807328 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2807862.250000 Penalty: 4986.557617
	Iteration 9Q: 3 clusters Score -2807862 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2808384.750000 Penalty: 4986.557617
	Iteration 10Q: 3 clusters Score -2808385 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2808831.000000 Penalty: 4986.557617
	Iteration 11Q: 3 clusters Score -2808831 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2809191.000000 Penalty: 4986.557617
	Iteration 12Q: 3 clusters Score -2809191 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2809461.000000 Penalty: 4986.557617
	Iteration 13Q: 3 clusters Score -2809461 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2809702.000000 Penalty: 4986.557617
	Iteration 14Q: 3 clusters Score -2809702 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2809933.000000 Penalty: 4986.557617
	Iteration 15Q: 3 clusters Score -2809933 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2810131.000000 Penalty: 4986.557617
	Iteration 16Q: 3 clusters Score -2810131 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2810294.500000 Penalty: 4986.557617
	Iteration 17Q: 3 clusters Score -2810294 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2810398.500000 Penalty: 4986.557617
	Iteration 18Q: 3 clusters Score -2810398 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2810513.500000 Penalty: 4986.557617
	Iteration 19Q: 3 clusters Score -2810514 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2810593.000000 Penalty: 4986.557617
	Iteration 20F: 3 clusters Score -2810593 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2810665.750000 Penalty: 4986.557617
	Iteration 21Q: 3 clusters Score -2810666 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2810739.750000 Penalty: 4986.557617
	Iteration 22Q: 3 clusters Score -2810740 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2810809.000000 Penalty: 4986.557617
	Iteration 23Q: 3 clusters Score -2810809 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2810843.500000 Penalty: 4986.557617
	Iteration 24Q: 3 clusters Score -2810844 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2810904.000000 Penalty: 4986.557617
	Iteration 25Q: 3 clusters Score -2810904 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2810971.000000 Penalty: 4986.557617
	Iteration 26Q: 3 clusters Score -2810971 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2811032.500000 Penalty: 4986.557617
	Iteration 27Q: 3 clusters Score -2811032 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2811060.250000 Penalty: 4986.557617
	Iteration 28Q: 3 clusters Score -2811060 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2811094.500000 Penalty: 4986.557617
	Iteration 29Q: 3 clusters Score -2811094 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2811131.750000 Penalty: 4986.557617
	Iteration 30Q: 3 clusters Score -2811132 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2811171.500000 Penalty: 4986.557617
	Iteration 31Q: 3 clusters Score -2811172 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2811203.500000 Penalty: 4986.557617
	Iteration 32Q: 3 clusters Score -2811204 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2811236.750000 Penalty: 4986.557617
	Iteration 33Q: 3 clusters Score -2811237 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2811267.250000 Penalty: 4986.557617
	Iteration 34Q: 3 clusters Score -2811267 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2811310.000000 Penalty: 4986.557617
	Iteration 35Q: 3 clusters Score -2811310 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2811347.500000 Penalty: 4986.557617
	Iteration 36Q: 3 clusters Score -2811348 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2811381.500000 Penalty: 4986.557617
	Iteration 37Q: 3 clusters Score -2811382 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2811412.500000 Penalty: 4986.557617
	Iteration 38Q: 3 clusters Score -2811412 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2811430.000000 Penalty: 4986.557617
	Iteration 39Q: 3 clusters Score -2811430 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2811452.000000 Penalty: 4986.557617
	Iteration 40F: 3 clusters Score -2811452 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2811479.500000 Penalty: 4986.557617
	Iteration 41Q: 3 clusters Score -2811480 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2811502.250000 Penalty: 4986.557617
	Iteration 42Q: 3 clusters Score -2811502 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2811521.000000 Penalty: 4986.557617
	Iteration 43Q: 3 clusters Score -2811521 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2811536.000000 Penalty: 4986.557617
	Iteration 44Q: 3 clusters Score -2811536 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2811566.750000 Penalty: 4986.557617
	Iteration 45Q: 3 clusters Score -2811567 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2811585.000000 Penalty: 4986.557617
	Iteration 46Q: 3 clusters Score -2811585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2811590.000000 Penalty: 4986.557617
	Iteration 47Q: 3 clusters Score -2811590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2811608.500000 Penalty: 4986.557617
	Iteration 48Q: 3 clusters Score -2811608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2811618.250000 Penalty: 4986.557617
	Iteration 49Q: 3 clusters Score -2811618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2811627.250000 Penalty: 4986.557617
	Iteration 50Q: 3 clusters Score -2811627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2811645.000000 Penalty: 4986.557617
	Iteration 51Q: 3 clusters Score -2811645 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2811649.250000 Penalty: 4986.557617
	Iteration 52Q: 3 clusters Score -2811649 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2811657.250000 Penalty: 4986.557617
	Iteration 53Q: 3 clusters Score -2811657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2811662.250000 Penalty: 4986.557617
	Iteration 54Q: 3 clusters Score -2811662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2811672.750000 Penalty: 4986.557617
	Iteration 55Q: 3 clusters Score -2811673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2811679.250000 Penalty: 4986.557617
	Iteration 56Q: 3 clusters Score -2811679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2811686.750000 Penalty: 4986.557617
	Iteration 57Q: 3 clusters Score -2811687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2811688.750000 Penalty: 4986.557617
	Iteration 58Q: 3 clusters Score -2811689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2811689.250000 Penalty: 4986.557617
	Iteration 59Q: 3 clusters Score -2811689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2811688.000000 Penalty: 4986.557617
	Iteration 60F: 3 clusters Score -2811688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2811690.750000 Penalty: 4986.557617
	Iteration 61Q: 3 clusters Score -2811691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2811693.750000 Penalty: 4986.557617
	Iteration 62Q: 3 clusters Score -2811694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2811692.000000 Penalty: 4986.557617
	Iteration 63Q: 3 clusters Score -2811692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2811700.000000 Penalty: 4986.557617
	Iteration 64Q: 3 clusters Score -2811700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2811699.000000 Penalty: 4986.557617
	Iteration 65Q: 3 clusters Score -2811699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2811702.250000 Penalty: 4986.557617
	Iteration 66Q: 3 clusters Score -2811702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2811700.000000 Penalty: 4986.557617
	Iteration 67Q: 3 clusters Score -2811700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2811704.500000 Penalty: 4986.557617
	Iteration 68Q: 3 clusters Score -2811704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2811705.000000 Penalty: 4986.557617
	Iteration 69Q: 3 clusters Score -2811705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2811707.000000 Penalty: 4986.557617
	Iteration 70Q: 3 clusters Score -2811707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2811707.750000 Penalty: 4986.557617
	Iteration 71Q: 3 clusters Score -2811708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2811709.750000 Penalty: 4986.557617
	Iteration 72Q: 3 clusters Score -2811710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2811711.250000 Penalty: 4986.557617
	Iteration 73Q: 3 clusters Score -2811711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2811710.750000 Penalty: 4986.557617
	Iteration 74Q: 3 clusters Score -2811711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2811711.250000 Penalty: 4986.557617
	Iteration 75Q: 3 clusters Score -2811711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2811717.500000 Penalty: 4986.557617
	Iteration 76Q: 3 clusters Score -2811718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2811719.250000 Penalty: 4986.557617
	Iteration 77Q: 3 clusters Score -2811719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2811727.750000 Penalty: 4986.557617
	Iteration 78Q: 3 clusters Score -2811728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2811731.750000 Penalty: 4986.557617
	Iteration 79Q: 3 clusters Score -2811732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2811734.750000 Penalty: 4986.557617
	Iteration 80F: 3 clusters Score -2811735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2811740.500000 Penalty: 4986.557617
	Iteration 81Q: 3 clusters Score -2811740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2811749.250000 Penalty: 4986.557617
	Iteration 82Q: 3 clusters Score -2811749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2811751.000000 Penalty: 4986.557617
	Iteration 83Q: 3 clusters Score -2811751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2811752.500000 Penalty: 4986.557617
	Iteration 84Q: 3 clusters Score -2811752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2811755.000000 Penalty: 4986.557617
	Iteration 85Q: 3 clusters Score -2811755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2811763.000000 Penalty: 4986.557617
	Iteration 86Q: 3 clusters Score -2811763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2811768.750000 Penalty: 4986.557617
	Iteration 87Q: 3 clusters Score -2811769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2811767.000000 Penalty: 4986.557617
	Iteration 88Q: 3 clusters Score -2811767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2811770.250000 Penalty: 4986.557617
	Iteration 89Q: 3 clusters Score -2811770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2811776.500000 Penalty: 4986.557617
	Iteration 90Q: 3 clusters Score -2811776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2811780.250000 Penalty: 4986.557617
	Iteration 91Q: 3 clusters Score -2811780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2811781.250000 Penalty: 4986.557617
	Iteration 92Q: 3 clusters Score -2811781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2811790.250000 Penalty: 4986.557617
	Iteration 93Q: 3 clusters Score -2811790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2811791.000000 Penalty: 4986.557617
	Iteration 94Q: 3 clusters Score -2811791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2811792.500000 Penalty: 4986.557617
	Iteration 95Q: 3 clusters Score -2811792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2811793.250000 Penalty: 4986.557617
	Iteration 96Q: 3 clusters Score -2811793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2811788.000000 Penalty: 4986.557617
	Iteration 97Q: 3 clusters Score -2811788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2811792.000000 Penalty: 4986.557617
	Iteration 98Q: 3 clusters Score -2811792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2811792.000000 Penalty: 4986.557617
	Iteration 99Q: 3 clusters Score -2811792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2811793.000000 Penalty: 4986.557617
	Iteration 100F: 3 clusters Score -2811793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2811793.750000 Penalty: 4986.557617
	Iteration 101Q: 3 clusters Score -2811794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2811796.500000 Penalty: 4986.557617
	Iteration 102Q: 3 clusters Score -2811796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2811797.500000 Penalty: 4986.557617
	Iteration 103Q: 3 clusters Score -2811798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2811797.500000 Penalty: 4986.557617
	Iteration 104F: 3 clusters Score -2811798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Entering Unmasked Estep 
Score: -1674667.000000 Penalty: 2378.271240
	Iteration 0F: 2 clusters Score -1674667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1664091.500000 Penalty: 4756.542480
	Iteration 0F: 3 clusters Score -1664092 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1667447.500000 Penalty: 4756.542480
	Iteration 1F: 3 clusters Score -1667448 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1667867.625000 Penalty: 4756.542480
	Iteration 2F: 3 clusters Score -1667868 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1668217.625000 Penalty: 4756.542480
	Iteration 3F: 3 clusters Score -1668218 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1668547.875000 Penalty: 4756.542480
	Iteration 4Q: 3 clusters Score -1668548 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1668882.625000 Penalty: 4756.542480
	Iteration 5Q: 3 clusters Score -1668883 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1669229.875000 Penalty: 4756.542480
	Iteration 6Q: 3 clusters Score -1669230 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1669577.125000 Penalty: 4756.542480
	Iteration 7Q: 3 clusters Score -1669577 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1669916.250000 Penalty: 4756.542480
	Iteration 8Q: 3 clusters Score -1669916 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1670243.875000 Penalty: 4756.542480
	Iteration 9Q: 3 clusters Score -1670244 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1670593.250000 Penalty: 4756.542480
	Iteration 10Q: 3 clusters Score -1670593 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1670944.750000 Penalty: 4756.542480
	Iteration 11Q: 3 clusters Score -1670945 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1671359.250000 Penalty: 4756.542480
	Iteration 12Q: 3 clusters Score -1671359 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1671703.000000 Penalty: 4756.542480
	Iteration 13Q: 3 clusters Score -1671703 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1671968.750000 Penalty: 4756.542480
	Iteration 14Q: 3 clusters Score -1671969 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1672170.375000 Penalty: 4756.542480
	Iteration 15Q: 3 clusters Score -1672170 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1672325.125000 Penalty: 4756.542480
	Iteration 16Q: 3 clusters Score -1672325 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1672446.500000 Penalty: 4756.542480
	Iteration 17Q: 3 clusters Score -1672446 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1672550.375000 Penalty: 4756.542480
	Iteration 18Q: 3 clusters Score -1672550 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1672663.625000 Penalty: 4756.542480
	Iteration 19Q: 3 clusters Score -1672664 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1672751.250000 Penalty: 4756.542480
	Iteration 20F: 3 clusters Score -1672751 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1672821.875000 Penalty: 4756.542480
	Iteration 21Q: 3 clusters Score -1672822 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1672870.875000 Penalty: 4756.542480
	Iteration 22Q: 3 clusters Score -1672871 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1672918.625000 Penalty: 4756.542480
	Iteration 23Q: 3 clusters Score -1672919 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1672941.750000 Penalty: 4756.542480
	Iteration 24Q: 3 clusters Score -1672942 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1672961.375000 Penalty: 4756.542480
	Iteration 25Q: 3 clusters Score -1672961 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1672979.625000 Penalty: 4756.542480
	Iteration 26Q: 3 clusters Score -1672980 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1672999.000000 Penalty: 4756.542480
	Iteration 27Q: 3 clusters Score -1672999 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1673010.375000 Penalty: 4756.542480
	Iteration 28Q: 3 clusters Score -1673010 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1673024.875000 Penalty: 4756.542480
	Iteration 29Q: 3 clusters Score -1673025 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1673041.125000 Penalty: 4756.542480
	Iteration 30Q: 3 clusters Score -1673041 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1673051.000000 Penalty: 4756.542480
	Iteration 31Q: 3 clusters Score -1673051 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1673059.750000 Penalty: 4756.542480
	Iteration 32Q: 3 clusters Score -1673060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1673069.500000 Penalty: 4756.542480
	Iteration 33Q: 3 clusters Score -1673070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1673072.375000 Penalty: 4756.542480
	Iteration 34Q: 3 clusters Score -1673072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1673076.125000 Penalty: 4756.542480
	Iteration 35Q: 3 clusters Score -1673076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1673077.750000 Penalty: 4756.542480
	Iteration 36Q: 3 clusters Score -1673078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1673077.500000 Penalty: 4756.542480
	Iteration 37Q: 3 clusters Score -1673078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1673080.750000 Penalty: 4756.542480
	Iteration 38Q: 3 clusters Score -1673081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1673088.250000 Penalty: 4756.542480
	Iteration 39Q: 3 clusters Score -1673088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1673086.375000 Penalty: 4756.542480
	Iteration 40F: 3 clusters Score -1673086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1673090.500000 Penalty: 4756.542480
	Iteration 41Q: 3 clusters Score -1673090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1673097.250000 Penalty: 4756.542480
	Iteration 42Q: 3 clusters Score -1673097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1673096.750000 Penalty: 4756.542480
	Iteration 43Q: 3 clusters Score -1673097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1673093.125000 Penalty: 4756.542480
	Iteration 44Q: 3 clusters Score -1673093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1673100.000000 Penalty: 4756.542480
	Iteration 45Q: 3 clusters Score -1673100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1673098.875000 Penalty: 4756.542480
	Iteration 46Q: 3 clusters Score -1673099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1673100.375000 Penalty: 4756.542480
	Iteration 47Q: 3 clusters Score -1673100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1673102.125000 Penalty: 4756.542480
	Iteration 48Q: 3 clusters Score -1673102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1673102.375000 Penalty: 4756.542480
	Iteration 49Q: 3 clusters Score -1673102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1673102.875000 Penalty: 4756.542480
	Iteration 50Q: 3 clusters Score -1673103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1673103.250000 Penalty: 4756.542480
	Iteration 51Q: 3 clusters Score -1673103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1673102.125000 Penalty: 4756.542480
	Iteration 52Q: 3 clusters Score -1673102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1673102.875000 Penalty: 4756.542480
	Iteration 53Q: 3 clusters Score -1673103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1673102.375000 Penalty: 4756.542480
	Iteration 54Q: 3 clusters Score -1673102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1673102.375000 Penalty: 4756.542480
	Iteration 55Q: 3 clusters Score -1673102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1673103.000000 Penalty: 4756.542480
	Iteration 56Q: 3 clusters Score -1673103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1673105.000000 Penalty: 4756.542480
	Iteration 57Q: 3 clusters Score -1673105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1673105.500000 Penalty: 4756.542480
	Iteration 58Q: 3 clusters Score -1673106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1673104.875000 Penalty: 4756.542480
	Iteration 59Q: 3 clusters Score -1673105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1673107.125000 Penalty: 4756.542480
	Iteration 60F: 3 clusters Score -1673107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1673114.000000 Penalty: 4756.542480
	Iteration 61Q: 3 clusters Score -1673114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1673112.500000 Penalty: 4756.542480
	Iteration 62Q: 3 clusters Score -1673112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1673114.125000 Penalty: 4756.542480
	Iteration 63Q: 3 clusters Score -1673114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1673112.500000 Penalty: 4756.542480
	Iteration 64Q: 3 clusters Score -1673112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1673112.500000 Penalty: 4756.542480
	Iteration 65Q: 3 clusters Score -1673112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1673111.625000 Penalty: 4756.542480
	Iteration 66Q: 3 clusters Score -1673112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1673110.500000 Penalty: 4756.542480
	Iteration 67Q: 3 clusters Score -1673110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1673106.750000 Penalty: 4756.542480
	Iteration 68Q: 3 clusters Score -1673107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1673110.500000 Penalty: 4756.542480
	Iteration 69Q: 3 clusters Score -1673110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1673108.750000 Penalty: 4756.542480
	Iteration 70Q: 3 clusters Score -1673109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1673110.125000 Penalty: 4756.542480
	Iteration 71Q: 3 clusters Score -1673110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1673114.125000 Penalty: 4756.542480
	Iteration 72Q: 3 clusters Score -1673114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1673115.125000 Penalty: 4756.542480
	Iteration 73Q: 3 clusters Score -1673115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1673115.625000 Penalty: 4756.542480
	Iteration 74Q: 3 clusters Score -1673116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1673117.000000 Penalty: 4756.542480
	Iteration 75Q: 3 clusters Score -1673117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1673117.375000 Penalty: 4756.542480
	Iteration 76Q: 3 clusters Score -1673117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1673117.375000 Penalty: 4756.542480
	Iteration 77F: 3 clusters Score -1673117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Entering Unmasked Estep 
Score: -4667555.500000 Penalty: 2615.948486
	Iteration 0F: 2 clusters Score -4667556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -4641541.500000 Penalty: 5231.896973
	Iteration 0F: 3 clusters Score -4641542 nChanged 17525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -4651346.000000 Penalty: 5231.896973
	Iteration 1F: 3 clusters Score -4651346 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -4651950.500000 Penalty: 5231.896973
	Iteration 2Q: 3 clusters Score -4651950 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -4652610.500000 Penalty: 5231.896973
	Iteration 3Q: 3 clusters Score -4652610 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -4653414.500000 Penalty: 5231.896973
	Iteration 4Q: 3 clusters Score -4653414 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -4654642.000000 Penalty: 5231.896973
	Iteration 5F: 3 clusters Score -4654642 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -4656311.000000 Penalty: 5231.896973
	Iteration 6F: 3 clusters Score -4656311 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -4658548.000000 Penalty: 5231.896973
	Iteration 7F: 3 clusters Score -4658548 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -4660994.000000 Penalty: 5231.896973
	Iteration 8F: 3 clusters Score -4660994 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -4662943.000000 Penalty: 5231.896973
	Iteration 9F: 3 clusters Score -4662943 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -4664105.500000 Penalty: 5231.896973
	Iteration 10Q: 3 clusters Score -4664106 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -4664699.500000 Penalty: 5231.896973
	Iteration 11Q: 3 clusters Score -4664700 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -4665012.000000 Penalty: 5231.896973
	Iteration 12Q: 3 clusters Score -4665012 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -4665188.000000 Penalty: 5231.896973
	Iteration 13Q: 3 clusters Score -4665188 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -4665290.000000 Penalty: 5231.896973
	Iteration 14Q: 3 clusters Score -4665290 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -4665352.500000 Penalty: 5231.896973
	Iteration 15Q: 3 clusters Score -4665352 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -4665402.500000 Penalty: 5231.896973
	Iteration 16Q: 3 clusters Score -4665402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -4665417.500000 Penalty: 5231.896973
	Iteration 17Q: 3 clusters Score -4665418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -4665440.500000 Penalty: 5231.896973
	Iteration 18Q: 3 clusters Score -4665440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -4665442.000000 Penalty: 5231.896973
	Iteration 19Q: 3 clusters Score -4665442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -4665443.000000 Penalty: 5231.896973
	Iteration 20F: 3 clusters Score -4665443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -4665457.000000 Penalty: 5231.896973
	Iteration 21Q: 3 clusters Score -4665457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -4665451.500000 Penalty: 5231.896973
	Iteration 22Q: 3 clusters Score -4665452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -4665465.500000 Penalty: 5231.896973
	Iteration 23Q: 3 clusters Score -4665466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -4665469.000000 Penalty: 5231.896973
	Iteration 24Q: 3 clusters Score -4665469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -4665470.500000 Penalty: 5231.896973
	Iteration 25Q: 3 clusters Score -4665470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -4665479.000000 Penalty: 5231.896973
	Iteration 26Q: 3 clusters Score -4665479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -4665486.000000 Penalty: 5231.896973
	Iteration 27Q: 3 clusters Score -4665486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -4665486.500000 Penalty: 5231.896973
	Iteration 28Q: 3 clusters Score -4665486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -4665482.500000 Penalty: 5231.896973
	Iteration 29Q: 3 clusters Score -4665482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -4665486.000000 Penalty: 5231.896973
	Iteration 30Q: 3 clusters Score -4665486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -4665488.500000 Penalty: 5231.896973
	Iteration 31Q: 3 clusters Score -4665488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -4665485.000000 Penalty: 5231.896973
	Iteration 32Q: 3 clusters Score -4665485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -4665485.500000 Penalty: 5231.896973
	Iteration 33Q: 3 clusters Score -4665486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -4665487.000000 Penalty: 5231.896973
	Iteration 34Q: 3 clusters Score -4665487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -4665487.000000 Penalty: 5231.896973
	Iteration 35F: 3 clusters Score -4665487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (151608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151608 members 
Entering Unmasked Estep 
Score: -18388508.000000 Penalty: 2958.405273
	Iteration 0F: 2 clusters Score -1.838851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75937 members 
Mstep: Class 2 contains 75671 members 
Entering Unmasked Estep 
Score: -18286626.000000 Penalty: 5916.810547
	Iteration 0F: 3 clusters Score -1.828663e+07 nChanged 72635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80296 members 
Mstep: Class 2 contains 71312 members 
Entering Unmasked Estep 
Score: -18329144.000000 Penalty: 5916.810547
	Iteration 1F: 3 clusters Score -1.832914e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83309 members 
Mstep: Class 2 contains 68299 members 
Entering Unmasked Estep 
Score: -18331446.000000 Penalty: 5916.810547
	Iteration 2Q: 3 clusters Score -1.833145e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87900 members 
Mstep: Class 2 contains 63708 members 
Entering Unmasked Estep 
Score: -18335022.000000 Penalty: 5916.810547
	Iteration 3F: 3 clusters Score -1.833502e+07 nChanged 9669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94393 members 
Mstep: Class 2 contains 57215 members 
Entering Unmasked Estep 
Score: -18340220.000000 Penalty: 5916.810547
	Iteration 4F: 3 clusters Score -1.834022e+07 nChanged 10945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102592 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -18347170.000000 Penalty: 5916.810547
	Iteration 5F: 3 clusters Score -1.834717e+07 nChanged 10945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111695 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -18354530.000000 Penalty: 5916.810547
	Iteration 6F: 3 clusters Score -1.835453e+07 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120897 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -18361982.000000 Penalty: 5916.810547
	Iteration 7F: 3 clusters Score -1.836198e+07 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128911 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -18368714.000000 Penalty: 5916.810547
	Iteration 8F: 3 clusters Score -1.836871e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135504 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -18374452.000000 Penalty: 5916.810547
	Iteration 9Q: 3 clusters Score -1.837445e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140494 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -18379104.000000 Penalty: 5916.810547
	Iteration 10Q: 3 clusters Score -1.83791e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143770 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -18382360.000000 Penalty: 5916.810547
	Iteration 11Q: 3 clusters Score -1.838236e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145613 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -18384114.000000 Penalty: 5916.810547
	Iteration 12Q: 3 clusters Score -1.838411e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146666 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -18384936.000000 Penalty: 5916.810547
	Iteration 13Q: 3 clusters Score -1.838494e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147303 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -18385546.000000 Penalty: 5916.810547
	Iteration 14Q: 3 clusters Score -1.838555e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147761 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -18385874.000000 Penalty: 5916.810547
	Iteration 15Q: 3 clusters Score -1.838587e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148089 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -18386072.000000 Penalty: 5916.810547
	Iteration 16Q: 3 clusters Score -1.838607e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148355 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -18386262.000000 Penalty: 5916.810547
	Iteration 17Q: 3 clusters Score -1.838626e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148565 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -18386422.000000 Penalty: 5916.810547
	Iteration 18Q: 3 clusters Score -1.838642e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148697 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -18386480.000000 Penalty: 5916.810547
	Iteration 19Q: 3 clusters Score -1.838648e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148786 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -18386568.000000 Penalty: 5916.810547
	Iteration 20F: 3 clusters Score -1.838657e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148843 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -18386624.000000 Penalty: 5916.810547
	Iteration 21Q: 3 clusters Score -1.838662e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148905 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -18386650.000000 Penalty: 5916.810547
	Iteration 22Q: 3 clusters Score -1.838665e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148956 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -18386658.000000 Penalty: 5916.810547
	Iteration 23Q: 3 clusters Score -1.838666e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148975 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -18386632.000000 Penalty: 5916.810547
	Iteration 24Q: 3 clusters Score -1.838663e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149000 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -18386674.000000 Penalty: 5916.810547
	Iteration 25Q: 3 clusters Score -1.838667e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149024 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -18386674.000000 Penalty: 5916.810547
	Iteration 26Q: 3 clusters Score -1.838667e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149038 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -18386678.000000 Penalty: 5916.810547
	Iteration 27Q: 3 clusters Score -1.838668e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149051 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -18386680.000000 Penalty: 5916.810547
	Iteration 28Q: 3 clusters Score -1.838668e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149060 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -18386690.000000 Penalty: 5916.810547
	Iteration 29Q: 3 clusters Score -1.838669e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149075 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -18386674.000000 Penalty: 5916.810547
	Iteration 30Q: 3 clusters Score -1.838667e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149085 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -18386700.000000 Penalty: 5916.810547
	Iteration 31Q: 3 clusters Score -1.83867e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149095 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -18386722.000000 Penalty: 5916.810547
	Iteration 32Q: 3 clusters Score -1.838672e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149104 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -18386720.000000 Penalty: 5916.810547
	Iteration 33Q: 3 clusters Score -1.838672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149109 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -18386708.000000 Penalty: 5916.810547
	Iteration 34Q: 3 clusters Score -1.838671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149109 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -18386716.000000 Penalty: 5916.810547
	Iteration 35Q: 3 clusters Score -1.838672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149107 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -18386720.000000 Penalty: 5916.810547
	Iteration 36Q: 3 clusters Score -1.838672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149109 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -18386720.000000 Penalty: 5916.810547
	Iteration 37Q: 3 clusters Score -1.838672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149111 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -18386722.000000 Penalty: 5916.810547
	Iteration 38Q: 3 clusters Score -1.838672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149110 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -18386714.000000 Penalty: 5916.810547
	Iteration 39Q: 3 clusters Score -1.838671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149109 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -18386722.000000 Penalty: 5916.810547
	Iteration 40F: 3 clusters Score -1.838672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Entering Unmasked Estep 
Score: -3267233.000000 Penalty: 2527.905518
	Iteration 0F: 2 clusters Score -3267233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -3248824.000000 Penalty: 5055.811035
	Iteration 0F: 3 clusters Score -3248824 nChanged 12005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3255143.250000 Penalty: 5055.811035
	Iteration 1F: 3 clusters Score -3255143 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -3255574.250000 Penalty: 5055.811035
	Iteration 2F: 3 clusters Score -3255574 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -3255899.750000 Penalty: 5055.811035
	Iteration 3Q: 3 clusters Score -3255900 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -3256184.750000 Penalty: 5055.811035
	Iteration 4Q: 3 clusters Score -3256185 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -3256449.500000 Penalty: 5055.811035
	Iteration 5Q: 3 clusters Score -3256450 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -3256785.000000 Penalty: 5055.811035
	Iteration 6Q: 3 clusters Score -3256785 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3257206.000000 Penalty: 5055.811035
	Iteration 7Q: 3 clusters Score -3257206 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -3257818.500000 Penalty: 5055.811035
	Iteration 8Q: 3 clusters Score -3257818 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -3258647.250000 Penalty: 5055.811035
	Iteration 9F: 3 clusters Score -3258647 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -3259662.750000 Penalty: 5055.811035
	Iteration 10F: 3 clusters Score -3259663 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -3260854.250000 Penalty: 5055.811035
	Iteration 11F: 3 clusters Score -3260854 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -3261982.250000 Penalty: 5055.811035
	Iteration 12F: 3 clusters Score -3261982 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -3263021.250000 Penalty: 5055.811035
	Iteration 13Q: 3 clusters Score -3263021 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3263887.000000 Penalty: 5055.811035
	Iteration 14Q: 3 clusters Score -3263887 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -3264492.000000 Penalty: 5055.811035
	Iteration 15Q: 3 clusters Score -3264492 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -3264853.250000 Penalty: 5055.811035
	Iteration 16Q: 3 clusters Score -3264853 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -3265072.500000 Penalty: 5055.811035
	Iteration 17Q: 3 clusters Score -3265072 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -3265188.250000 Penalty: 5055.811035
	Iteration 18Q: 3 clusters Score -3265188 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -3265263.750000 Penalty: 5055.811035
	Iteration 19Q: 3 clusters Score -3265264 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -3265296.000000 Penalty: 5055.811035
	Iteration 20F: 3 clusters Score -3265296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -3265313.500000 Penalty: 5055.811035
	Iteration 21Q: 3 clusters Score -3265314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -3265334.750000 Penalty: 5055.811035
	Iteration 22Q: 3 clusters Score -3265335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -3265344.000000 Penalty: 5055.811035
	Iteration 23Q: 3 clusters Score -3265344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -3265358.000000 Penalty: 5055.811035
	Iteration 24Q: 3 clusters Score -3265358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -3265363.250000 Penalty: 5055.811035
	Iteration 25Q: 3 clusters Score -3265363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -3265370.000000 Penalty: 5055.811035
	Iteration 26Q: 3 clusters Score -3265370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -3265375.500000 Penalty: 5055.811035
	Iteration 27Q: 3 clusters Score -3265376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -3265377.750000 Penalty: 5055.811035
	Iteration 28Q: 3 clusters Score -3265378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -3265375.000000 Penalty: 5055.811035
	Iteration 29Q: 3 clusters Score -3265375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -3265379.500000 Penalty: 5055.811035
	Iteration 30Q: 3 clusters Score -3265380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -3265378.000000 Penalty: 5055.811035
	Iteration 31Q: 3 clusters Score -3265378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -3265380.000000 Penalty: 5055.811035
	Iteration 32Q: 3 clusters Score -3265380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -3265382.750000 Penalty: 5055.811035
	Iteration 33Q: 3 clusters Score -3265383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -3265384.000000 Penalty: 5055.811035
	Iteration 34Q: 3 clusters Score -3265384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -3265386.000000 Penalty: 5055.811035
	Iteration 35Q: 3 clusters Score -3265386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -3265382.500000 Penalty: 5055.811035
	Iteration 36Q: 3 clusters Score -3265382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3265386.250000 Penalty: 5055.811035
	Iteration 37Q: 3 clusters Score -3265386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3265386.250000 Penalty: 5055.811035
	Iteration 38F: 3 clusters Score -3265386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -72460.710938 Penalty: 1638.113892
	Iteration 0F: 2 clusters Score -72460.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -71002.523438 Penalty: 3276.227783
	Iteration 0F: 3 clusters Score -71002.52 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -71618.375000 Penalty: 3276.227783
	Iteration 1F: 3 clusters Score -71618.38 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -71960.562500 Penalty: 3276.227783
	Iteration 2F: 3 clusters Score -71960.56 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -72256.734375 Penalty: 3276.227783
	Iteration 3F: 3 clusters Score -72256.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -72644.609375 Penalty: 3276.227783
	Iteration 4F: 3 clusters Score -72644.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -72952.710938 Penalty: 3276.227783
	Iteration 5Q: 3 clusters Score -72952.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -73080.343750 Penalty: 3276.227783
	Iteration 6Q: 3 clusters Score -73080.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -73130.843750 Penalty: 3276.227783
	Iteration 7Q: 3 clusters Score -73130.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -73146.828125 Penalty: 3276.227783
	Iteration 8Q: 3 clusters Score -73146.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -73148.750000 Penalty: 3276.227783
	Iteration 9Q: 3 clusters Score -73148.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -73153.812500 Penalty: 3276.227783
	Iteration 10Q: 3 clusters Score -73153.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -73171.218750 Penalty: 3276.227783
	Iteration 11Q: 3 clusters Score -73171.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -73176.281250 Penalty: 3276.227783
	Iteration 12Q: 3 clusters Score -73176.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -73176.281250 Penalty: 3276.227783
	Iteration 13F: 3 clusters Score -73176.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6311 members 
Mstep: Class 3 contains 7653 members 
Mstep: Class 4 contains 23238 members 
Mstep: Class 5 contains 14615 members 
Mstep: Class 6 contains 38108 members 
Mstep: Class 7 contains 151608 members 
Mstep: Class 8 contains 26720 members 
Mstep: Class 9 contains 160 members 
Mstep: Class 10 contains 17568 members 
Mstep: Class 11 contains 13670 members 
Mstep: Class 12 contains 37229 members 
Mstep: Class 13 contains 31200 members 
Mstep: Class 14 contains 72512 members 
Mstep: Class 15 contains 283053 members 
Mstep: Class 16 contains 129639 members 
Mstep: Class 17 contains 50813 members 
Mstep: Class 18 contains 242635 members 
Mstep: Class 19 contains 11214 members 
Mstep: Class 20 contains 55949 members 
Mstep: Class 21 contains 107935 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7855 members 
Mstep: Class 24 contains 579 members 
Entering Unmasked Estep 
Score: -158441536.000000 Penalty: 83939.164062
Splitting cluster 9 changes total score from -158439680.000000 to -158441536.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (17568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Entering Unmasked Estep 
Score: -2088207.000000 Penalty: 2423.910889
	Iteration 0F: 2 clusters Score -2088207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2075791.375000 Penalty: 4847.821777
	Iteration 0F: 3 clusters Score -2075791 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2079922.625000 Penalty: 4847.821777
	Iteration 1F: 3 clusters Score -2079923 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2080312.500000 Penalty: 4847.821777
	Iteration 2F: 3 clusters Score -2080312 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2080616.000000 Penalty: 4847.821777
	Iteration 3Q: 3 clusters Score -2080616 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2080949.500000 Penalty: 4847.821777
	Iteration 4Q: 3 clusters Score -2080950 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2081364.750000 Penalty: 4847.821777
	Iteration 5Q: 3 clusters Score -2081365 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2081856.625000 Penalty: 4847.821777
	Iteration 6F: 3 clusters Score -2081857 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2082447.750000 Penalty: 4847.821777
	Iteration 7F: 3 clusters Score -2082448 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2083132.750000 Penalty: 4847.821777
	Iteration 8F: 3 clusters Score -2083133 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2083843.375000 Penalty: 4847.821777
	Iteration 9F: 3 clusters Score -2083843 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2084530.875000 Penalty: 4847.821777
	Iteration 10Q: 3 clusters Score -2084531 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2085086.500000 Penalty: 4847.821777
	Iteration 11Q: 3 clusters Score -2085086 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2085504.000000 Penalty: 4847.821777
	Iteration 12Q: 3 clusters Score -2085504 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2085794.500000 Penalty: 4847.821777
	Iteration 13Q: 3 clusters Score -2085794 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2085980.000000 Penalty: 4847.821777
	Iteration 14Q: 3 clusters Score -2085980 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2086100.875000 Penalty: 4847.821777
	Iteration 15Q: 3 clusters Score -2086101 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2086163.875000 Penalty: 4847.821777
	Iteration 16Q: 3 clusters Score -2086164 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2086191.875000 Penalty: 4847.821777
	Iteration 17Q: 3 clusters Score -2086192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2086217.875000 Penalty: 4847.821777
	Iteration 18Q: 3 clusters Score -2086218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2086232.000000 Penalty: 4847.821777
	Iteration 19Q: 3 clusters Score -2086232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2086240.500000 Penalty: 4847.821777
	Iteration 20F: 3 clusters Score -2086240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2086254.375000 Penalty: 4847.821777
	Iteration 21Q: 3 clusters Score -2086254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2086268.500000 Penalty: 4847.821777
	Iteration 22Q: 3 clusters Score -2086268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2086281.000000 Penalty: 4847.821777
	Iteration 23Q: 3 clusters Score -2086281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2086288.500000 Penalty: 4847.821777
	Iteration 24Q: 3 clusters Score -2086288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2086295.250000 Penalty: 4847.821777
	Iteration 25Q: 3 clusters Score -2086295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2086295.875000 Penalty: 4847.821777
	Iteration 26Q: 3 clusters Score -2086296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -2086300.625000 Penalty: 4847.821777
	Iteration 27Q: 3 clusters Score -2086301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2086303.000000 Penalty: 4847.821777
	Iteration 28Q: 3 clusters Score -2086303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2086303.125000 Penalty: 4847.821777
	Iteration 29Q: 3 clusters Score -2086303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -2086302.625000 Penalty: 4847.821777
	Iteration 30Q: 3 clusters Score -2086303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -2086302.625000 Penalty: 4847.821777
	Iteration 31F: 3 clusters Score -2086303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Entering Unmasked Estep 
Score: -1564817.000000 Penalty: 2361.693848
	Iteration 0F: 2 clusters Score -1564817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1554804.625000 Penalty: 4723.387695
	Iteration 0F: 3 clusters Score -1554805 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1558060.875000 Penalty: 4723.387695
	Iteration 1F: 3 clusters Score -1558061 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1558575.750000 Penalty: 4723.387695
	Iteration 2F: 3 clusters Score -1558576 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1559103.875000 Penalty: 4723.387695
	Iteration 3F: 3 clusters Score -1559104 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1559545.875000 Penalty: 4723.387695
	Iteration 4F: 3 clusters Score -1559546 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1559893.875000 Penalty: 4723.387695
	Iteration 5F: 3 clusters Score -1559894 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1560205.500000 Penalty: 4723.387695
	Iteration 6Q: 3 clusters Score -1560206 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1560463.000000 Penalty: 4723.387695
	Iteration 7Q: 3 clusters Score -1560463 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1560714.250000 Penalty: 4723.387695
	Iteration 8Q: 3 clusters Score -1560714 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1560943.625000 Penalty: 4723.387695
	Iteration 9Q: 3 clusters Score -1560944 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1561129.625000 Penalty: 4723.387695
	Iteration 10Q: 3 clusters Score -1561130 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1561357.625000 Penalty: 4723.387695
	Iteration 11Q: 3 clusters Score -1561358 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1561576.750000 Penalty: 4723.387695
	Iteration 12Q: 3 clusters Score -1561577 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1561797.500000 Penalty: 4723.387695
	Iteration 13Q: 3 clusters Score -1561798 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1562017.000000 Penalty: 4723.387695
	Iteration 14Q: 3 clusters Score -1562017 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1562252.875000 Penalty: 4723.387695
	Iteration 15Q: 3 clusters Score -1562253 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1562475.125000 Penalty: 4723.387695
	Iteration 16Q: 3 clusters Score -1562475 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1562655.875000 Penalty: 4723.387695
	Iteration 17Q: 3 clusters Score -1562656 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1562801.000000 Penalty: 4723.387695
	Iteration 18Q: 3 clusters Score -1562801 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1562925.500000 Penalty: 4723.387695
	Iteration 19Q: 3 clusters Score -1562926 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1563022.875000 Penalty: 4723.387695
	Iteration 20F: 3 clusters Score -1563023 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1563089.750000 Penalty: 4723.387695
	Iteration 21Q: 3 clusters Score -1563090 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1563140.750000 Penalty: 4723.387695
	Iteration 22Q: 3 clusters Score -1563141 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1563170.750000 Penalty: 4723.387695
	Iteration 23Q: 3 clusters Score -1563171 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1563188.375000 Penalty: 4723.387695
	Iteration 24Q: 3 clusters Score -1563188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1563199.250000 Penalty: 4723.387695
	Iteration 25Q: 3 clusters Score -1563199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1563205.875000 Penalty: 4723.387695
	Iteration 26Q: 3 clusters Score -1563206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1563213.125000 Penalty: 4723.387695
	Iteration 27Q: 3 clusters Score -1563213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1563219.375000 Penalty: 4723.387695
	Iteration 28Q: 3 clusters Score -1563219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1563224.375000 Penalty: 4723.387695
	Iteration 29Q: 3 clusters Score -1563224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1563229.125000 Penalty: 4723.387695
	Iteration 30Q: 3 clusters Score -1563229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1563235.250000 Penalty: 4723.387695
	Iteration 31Q: 3 clusters Score -1563235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1563233.375000 Penalty: 4723.387695
	Iteration 32Q: 3 clusters Score -1563233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1563234.875000 Penalty: 4723.387695
	Iteration 33Q: 3 clusters Score -1563235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1563234.875000 Penalty: 4723.387695
	Iteration 34F: 3 clusters Score -1563235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Entering Unmasked Estep 
Score: -4548896.500000 Penalty: 2610.161133
	Iteration 0F: 2 clusters Score -4548896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -4523609.000000 Penalty: 5220.322266
	Iteration 0F: 3 clusters Score -4523609 nChanged 16957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -4532972.500000 Penalty: 5220.322266
	Iteration 1F: 3 clusters Score -4532972 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -4533542.500000 Penalty: 5220.322266
	Iteration 2Q: 3 clusters Score -4533542 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -4533979.000000 Penalty: 5220.322266
	Iteration 3Q: 3 clusters Score -4533979 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -4534454.500000 Penalty: 5220.322266
	Iteration 4Q: 3 clusters Score -4534454 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -4534948.000000 Penalty: 5220.322266
	Iteration 5Q: 3 clusters Score -4534948 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -4535452.000000 Penalty: 5220.322266
	Iteration 6Q: 3 clusters Score -4535452 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -4536019.500000 Penalty: 5220.322266
	Iteration 7Q: 3 clusters Score -4536020 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -4536633.000000 Penalty: 5220.322266
	Iteration 8Q: 3 clusters Score -4536633 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -4537288.500000 Penalty: 5220.322266
	Iteration 9Q: 3 clusters Score -4537288 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -4537965.000000 Penalty: 5220.322266
	Iteration 10Q: 3 clusters Score -4537965 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -4538605.500000 Penalty: 5220.322266
	Iteration 11Q: 3 clusters Score -4538606 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -4539256.000000 Penalty: 5220.322266
	Iteration 12Q: 3 clusters Score -4539256 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -4539880.500000 Penalty: 5220.322266
	Iteration 13Q: 3 clusters Score -4539880 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -4540539.000000 Penalty: 5220.322266
	Iteration 14Q: 3 clusters Score -4540539 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -4541068.500000 Penalty: 5220.322266
	Iteration 15Q: 3 clusters Score -4541068 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -4541504.500000 Penalty: 5220.322266
	Iteration 16Q: 3 clusters Score -4541504 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -4541751.000000 Penalty: 5220.322266
	Iteration 17Q: 3 clusters Score -4541751 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -4541929.000000 Penalty: 5220.322266
	Iteration 18Q: 3 clusters Score -4541929 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -4542038.000000 Penalty: 5220.322266
	Iteration 19Q: 3 clusters Score -4542038 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -4542145.500000 Penalty: 5220.322266
	Iteration 20F: 3 clusters Score -4542146 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -4542244.000000 Penalty: 5220.322266
	Iteration 21Q: 3 clusters Score -4542244 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -4542338.500000 Penalty: 5220.322266
	Iteration 22Q: 3 clusters Score -4542338 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -4542418.000000 Penalty: 5220.322266
	Iteration 23Q: 3 clusters Score -4542418 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -4542532.500000 Penalty: 5220.322266
	Iteration 24Q: 3 clusters Score -4542532 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -4542629.500000 Penalty: 5220.322266
	Iteration 25Q: 3 clusters Score -4542630 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -4542747.000000 Penalty: 5220.322266
	Iteration 26Q: 3 clusters Score -4542747 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -4542849.000000 Penalty: 5220.322266
	Iteration 27Q: 3 clusters Score -4542849 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -4542948.000000 Penalty: 5220.322266
	Iteration 28Q: 3 clusters Score -4542948 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -4543029.500000 Penalty: 5220.322266
	Iteration 29Q: 3 clusters Score -4543030 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -4543133.000000 Penalty: 5220.322266
	Iteration 30Q: 3 clusters Score -4543133 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -4543239.000000 Penalty: 5220.322266
	Iteration 31Q: 3 clusters Score -4543239 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -4543366.000000 Penalty: 5220.322266
	Iteration 32Q: 3 clusters Score -4543366 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -4543459.000000 Penalty: 5220.322266
	Iteration 33Q: 3 clusters Score -4543459 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -4543563.000000 Penalty: 5220.322266
	Iteration 34Q: 3 clusters Score -4543563 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -4543654.000000 Penalty: 5220.322266
	Iteration 35Q: 3 clusters Score -4543654 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -4543747.000000 Penalty: 5220.322266
	Iteration 36Q: 3 clusters Score -4543747 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -4543845.500000 Penalty: 5220.322266
	Iteration 37Q: 3 clusters Score -4543846 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -4543949.500000 Penalty: 5220.322266
	Iteration 38Q: 3 clusters Score -4543950 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -4544070.000000 Penalty: 5220.322266
	Iteration 39Q: 3 clusters Score -4544070 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -4544208.500000 Penalty: 5220.322266
	Iteration 40F: 3 clusters Score -4544208 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -4544298.500000 Penalty: 5220.322266
	Iteration 41Q: 3 clusters Score -4544298 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -4544361.000000 Penalty: 5220.322266
	Iteration 42Q: 3 clusters Score -4544361 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -4544460.000000 Penalty: 5220.322266
	Iteration 43Q: 3 clusters Score -4544460 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -4544537.500000 Penalty: 5220.322266
	Iteration 44Q: 3 clusters Score -4544538 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -4544570.000000 Penalty: 5220.322266
	Iteration 45Q: 3 clusters Score -4544570 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -4544609.500000 Penalty: 5220.322266
	Iteration 46Q: 3 clusters Score -4544610 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -4544652.000000 Penalty: 5220.322266
	Iteration 47Q: 3 clusters Score -4544652 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -4544678.000000 Penalty: 5220.322266
	Iteration 48Q: 3 clusters Score -4544678 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -4544698.500000 Penalty: 5220.322266
	Iteration 49Q: 3 clusters Score -4544698 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -4544734.500000 Penalty: 5220.322266
	Iteration 50Q: 3 clusters Score -4544734 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -4544746.500000 Penalty: 5220.322266
	Iteration 51Q: 3 clusters Score -4544746 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -4544769.000000 Penalty: 5220.322266
	Iteration 52Q: 3 clusters Score -4544769 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -4544773.000000 Penalty: 5220.322266
	Iteration 53Q: 3 clusters Score -4544773 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -4544799.500000 Penalty: 5220.322266
	Iteration 54Q: 3 clusters Score -4544800 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -4544795.500000 Penalty: 5220.322266
	Iteration 55Q: 3 clusters Score -4544796 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -4544815.500000 Penalty: 5220.322266
	Iteration 56Q: 3 clusters Score -4544816 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -4544832.000000 Penalty: 5220.322266
	Iteration 57Q: 3 clusters Score -4544832 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -4544841.000000 Penalty: 5220.322266
	Iteration 58Q: 3 clusters Score -4544841 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -4544842.500000 Penalty: 5220.322266
	Iteration 59Q: 3 clusters Score -4544842 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -4544852.500000 Penalty: 5220.322266
	Iteration 60F: 3 clusters Score -4544852 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -4544859.000000 Penalty: 5220.322266
	Iteration 61Q: 3 clusters Score -4544859 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -4544868.500000 Penalty: 5220.322266
	Iteration 62Q: 3 clusters Score -4544868 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -4544864.000000 Penalty: 5220.322266
	Iteration 63Q: 3 clusters Score -4544864 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -4544860.000000 Penalty: 5220.322266
	Iteration 64Q: 3 clusters Score -4544860 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -4544873.500000 Penalty: 5220.322266
	Iteration 65Q: 3 clusters Score -4544874 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -4544864.000000 Penalty: 5220.322266
	Iteration 66Q: 3 clusters Score -4544864 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -4544869.000000 Penalty: 5220.322266
	Iteration 67Q: 3 clusters Score -4544869 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -4544877.000000 Penalty: 5220.322266
	Iteration 68Q: 3 clusters Score -4544877 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -4544883.500000 Penalty: 5220.322266
	Iteration 69Q: 3 clusters Score -4544884 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -4544901.000000 Penalty: 5220.322266
	Iteration 70Q: 3 clusters Score -4544901 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -4544897.500000 Penalty: 5220.322266
	Iteration 71Q: 3 clusters Score -4544898 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -4544924.000000 Penalty: 5220.322266
	Iteration 72Q: 3 clusters Score -4544924 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -4544942.000000 Penalty: 5220.322266
	Iteration 73Q: 3 clusters Score -4544942 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -4544948.000000 Penalty: 5220.322266
	Iteration 74Q: 3 clusters Score -4544948 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -4544955.000000 Penalty: 5220.322266
	Iteration 75Q: 3 clusters Score -4544955 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -4544945.000000 Penalty: 5220.322266
	Iteration 76Q: 3 clusters Score -4544945 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -4544952.000000 Penalty: 5220.322266
	Iteration 77Q: 3 clusters Score -4544952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -4544950.500000 Penalty: 5220.322266
	Iteration 78Q: 3 clusters Score -4544950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -4544946.000000 Penalty: 5220.322266
	Iteration 79Q: 3 clusters Score -4544946 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -4544955.000000 Penalty: 5220.322266
	Iteration 80F: 3 clusters Score -4544955 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -4544947.500000 Penalty: 5220.322266
	Iteration 81Q: 3 clusters Score -4544948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -4544947.500000 Penalty: 5220.322266
	Iteration 82Q: 3 clusters Score -4544948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -4544949.000000 Penalty: 5220.322266
	Iteration 83Q: 3 clusters Score -4544949 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -4544954.000000 Penalty: 5220.322266
	Iteration 84Q: 3 clusters Score -4544954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -4544957.000000 Penalty: 5220.322266
	Iteration 85Q: 3 clusters Score -4544957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -4544959.000000 Penalty: 5220.322266
	Iteration 86Q: 3 clusters Score -4544959 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -4544965.000000 Penalty: 5220.322266
	Iteration 87Q: 3 clusters Score -4544965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -4544962.500000 Penalty: 5220.322266
	Iteration 88Q: 3 clusters Score -4544962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -4544956.500000 Penalty: 5220.322266
	Iteration 89Q: 3 clusters Score -4544956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -4544965.500000 Penalty: 5220.322266
	Iteration 90Q: 3 clusters Score -4544966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -4544965.000000 Penalty: 5220.322266
	Iteration 91Q: 3 clusters Score -4544965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -4544972.000000 Penalty: 5220.322266
	Iteration 92Q: 3 clusters Score -4544972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -4544968.500000 Penalty: 5220.322266
	Iteration 93Q: 3 clusters Score -4544968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -4544970.500000 Penalty: 5220.322266
	Iteration 94Q: 3 clusters Score -4544970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -4544969.000000 Penalty: 5220.322266
	Iteration 95Q: 3 clusters Score -4544969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -4544970.500000 Penalty: 5220.322266
	Iteration 96Q: 3 clusters Score -4544970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -4544967.500000 Penalty: 5220.322266
	Iteration 97Q: 3 clusters Score -4544968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -4544970.500000 Penalty: 5220.322266
	Iteration 98Q: 3 clusters Score -4544970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -4544973.000000 Penalty: 5220.322266
	Iteration 99Q: 3 clusters Score -4544973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -4544975.500000 Penalty: 5220.322266
	Iteration 100F: 3 clusters Score -4544976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -4544972.500000 Penalty: 5220.322266
	Iteration 101Q: 3 clusters Score -4544972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -4544971.000000 Penalty: 5220.322266
	Iteration 102Q: 3 clusters Score -4544971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -4544968.000000 Penalty: 5220.322266
	Iteration 103Q: 3 clusters Score -4544968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -4544969.500000 Penalty: 5220.322266
	Iteration 104Q: 3 clusters Score -4544970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -4544967.000000 Penalty: 5220.322266
	Iteration 105Q: 3 clusters Score -4544967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -4544967.000000 Penalty: 5220.322266
	Iteration 106F: 3 clusters Score -4544967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Entering Unmasked Estep 
Score: -3806639.250000 Penalty: 2566.346924
	Iteration 0F: 2 clusters Score -3806639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -3785372.500000 Penalty: 5132.693848
	Iteration 0F: 3 clusters Score -3785372 nChanged 14111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -3793560.250000 Penalty: 5132.693848
	Iteration 1F: 3 clusters Score -3793560 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -3794986.750000 Penalty: 5132.693848
	Iteration 2F: 3 clusters Score -3794987 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -3796927.000000 Penalty: 5132.693848
	Iteration 3F: 3 clusters Score -3796927 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -3798991.500000 Penalty: 5132.693848
	Iteration 4F: 3 clusters Score -3798992 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -3800757.750000 Penalty: 5132.693848
	Iteration 5F: 3 clusters Score -3800758 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -3801975.000000 Penalty: 5132.693848
	Iteration 6F: 3 clusters Score -3801975 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -3802716.000000 Penalty: 5132.693848
	Iteration 7Q: 3 clusters Score -3802716 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -3803227.750000 Penalty: 5132.693848
	Iteration 8Q: 3 clusters Score -3803228 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -3803654.750000 Penalty: 5132.693848
	Iteration 9Q: 3 clusters Score -3803655 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -3803957.500000 Penalty: 5132.693848
	Iteration 10Q: 3 clusters Score -3803958 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -3804219.500000 Penalty: 5132.693848
	Iteration 11Q: 3 clusters Score -3804220 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3804390.500000 Penalty: 5132.693848
	Iteration 12Q: 3 clusters Score -3804390 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -3804514.250000 Penalty: 5132.693848
	Iteration 13Q: 3 clusters Score -3804514 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3804613.500000 Penalty: 5132.693848
	Iteration 14Q: 3 clusters Score -3804614 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3804657.500000 Penalty: 5132.693848
	Iteration 15Q: 3 clusters Score -3804658 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -3804711.250000 Penalty: 5132.693848
	Iteration 16Q: 3 clusters Score -3804711 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3804738.000000 Penalty: 5132.693848
	Iteration 17Q: 3 clusters Score -3804738 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3804771.500000 Penalty: 5132.693848
	Iteration 18Q: 3 clusters Score -3804772 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3804781.250000 Penalty: 5132.693848
	Iteration 19Q: 3 clusters Score -3804781 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3804794.000000 Penalty: 5132.693848
	Iteration 20F: 3 clusters Score -3804794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3804810.000000 Penalty: 5132.693848
	Iteration 21Q: 3 clusters Score -3804810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3804812.750000 Penalty: 5132.693848
	Iteration 22Q: 3 clusters Score -3804813 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3804826.750000 Penalty: 5132.693848
	Iteration 23Q: 3 clusters Score -3804827 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3804835.250000 Penalty: 5132.693848
	Iteration 24Q: 3 clusters Score -3804835 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3804843.750000 Penalty: 5132.693848
	Iteration 25Q: 3 clusters Score -3804844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3804853.000000 Penalty: 5132.693848
	Iteration 26Q: 3 clusters Score -3804853 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3804870.500000 Penalty: 5132.693848
	Iteration 27Q: 3 clusters Score -3804870 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3804895.000000 Penalty: 5132.693848
	Iteration 28Q: 3 clusters Score -3804895 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3804906.750000 Penalty: 5132.693848
	Iteration 29Q: 3 clusters Score -3804907 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3804906.000000 Penalty: 5132.693848
	Iteration 30Q: 3 clusters Score -3804906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3804908.000000 Penalty: 5132.693848
	Iteration 31Q: 3 clusters Score -3804908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3804915.500000 Penalty: 5132.693848
	Iteration 32Q: 3 clusters Score -3804916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3804916.000000 Penalty: 5132.693848
	Iteration 33Q: 3 clusters Score -3804916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3804915.000000 Penalty: 5132.693848
	Iteration 34Q: 3 clusters Score -3804915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3804921.250000 Penalty: 5132.693848
	Iteration 35Q: 3 clusters Score -3804921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3804930.250000 Penalty: 5132.693848
	Iteration 36Q: 3 clusters Score -3804930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3804928.250000 Penalty: 5132.693848
	Iteration 37Q: 3 clusters Score -3804928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3804930.000000 Penalty: 5132.693848
	Iteration 38Q: 3 clusters Score -3804930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3804933.500000 Penalty: 5132.693848
	Iteration 39Q: 3 clusters Score -3804934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3804930.250000 Penalty: 5132.693848
	Iteration 40F: 3 clusters Score -3804930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3804925.250000 Penalty: 5132.693848
	Iteration 41Q: 3 clusters Score -3804925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3804928.750000 Penalty: 5132.693848
	Iteration 42Q: 3 clusters Score -3804929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3804928.500000 Penalty: 5132.693848
	Iteration 43Q: 3 clusters Score -3804928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3804929.750000 Penalty: 5132.693848
	Iteration 44Q: 3 clusters Score -3804930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3804940.500000 Penalty: 5132.693848
	Iteration 45Q: 3 clusters Score -3804940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3804943.000000 Penalty: 5132.693848
	Iteration 46Q: 3 clusters Score -3804943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3804946.250000 Penalty: 5132.693848
	Iteration 47Q: 3 clusters Score -3804946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3804944.500000 Penalty: 5132.693848
	Iteration 48Q: 3 clusters Score -3804944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3804942.750000 Penalty: 5132.693848
	Iteration 49Q: 3 clusters Score -3804943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3804944.750000 Penalty: 5132.693848
	Iteration 50Q: 3 clusters Score -3804945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3804947.500000 Penalty: 5132.693848
	Iteration 51Q: 3 clusters Score -3804948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3804943.000000 Penalty: 5132.693848
	Iteration 52Q: 3 clusters Score -3804943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3804948.250000 Penalty: 5132.693848
	Iteration 53Q: 3 clusters Score -3804948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3804951.500000 Penalty: 5132.693848
	Iteration 54Q: 3 clusters Score -3804952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3804954.500000 Penalty: 5132.693848
	Iteration 55Q: 3 clusters Score -3804954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3804956.750000 Penalty: 5132.693848
	Iteration 56Q: 3 clusters Score -3804957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3804956.250000 Penalty: 5132.693848
	Iteration 57Q: 3 clusters Score -3804956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3804957.500000 Penalty: 5132.693848
	Iteration 58Q: 3 clusters Score -3804958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3804957.500000 Penalty: 5132.693848
	Iteration 59F: 3 clusters Score -3804958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (72512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72512 members 
Entering Unmasked Estep 
Score: -8883290.000000 Penalty: 2775.493896
	Iteration 0F: 2 clusters Score -8883290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -8834734.000000 Penalty: 5550.987793
	Iteration 0F: 3 clusters Score -8834734 nChanged 33963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -8854049.000000 Penalty: 5550.987793
	Iteration 1F: 3 clusters Score -8854049 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -8855043.000000 Penalty: 5550.987793
	Iteration 2Q: 3 clusters Score -8855043 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -8856190.000000 Penalty: 5550.987793
	Iteration 3Q: 3 clusters Score -8856190 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -8857638.000000 Penalty: 5550.987793
	Iteration 4Q: 3 clusters Score -8857638 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -8859546.000000 Penalty: 5550.987793
	Iteration 5F: 3 clusters Score -8859546 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -8861910.000000 Penalty: 5550.987793
	Iteration 6F: 3 clusters Score -8861910 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -8864457.000000 Penalty: 5550.987793
	Iteration 7F: 3 clusters Score -8864457 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -8866992.000000 Penalty: 5550.987793
	Iteration 8F: 3 clusters Score -8866992 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53413 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -8869338.000000 Penalty: 5550.987793
	Iteration 9F: 3 clusters Score -8869338 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56229 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -8871490.000000 Penalty: 5550.987793
	Iteration 10Q: 3 clusters Score -8871490 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -8873402.000000 Penalty: 5550.987793
	Iteration 11Q: 3 clusters Score -8873402 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60949 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -8875164.000000 Penalty: 5550.987793
	Iteration 12Q: 3 clusters Score -8875164 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -8876437.000000 Penalty: 5550.987793
	Iteration 13Q: 3 clusters Score -8876437 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64072 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -8877405.000000 Penalty: 5550.987793
	Iteration 14Q: 3 clusters Score -8877405 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65258 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -8878237.000000 Penalty: 5550.987793
	Iteration 15Q: 3 clusters Score -8878237 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66239 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -8878870.000000 Penalty: 5550.987793
	Iteration 16Q: 3 clusters Score -8878870 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -8879356.000000 Penalty: 5550.987793
	Iteration 17Q: 3 clusters Score -8879356 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67720 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -8879754.000000 Penalty: 5550.987793
	Iteration 18Q: 3 clusters Score -8879754 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68283 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -8880040.000000 Penalty: 5550.987793
	Iteration 19Q: 3 clusters Score -8880040 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68772 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -8880325.000000 Penalty: 5550.987793
	Iteration 20F: 3 clusters Score -8880325 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69179 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -8880559.000000 Penalty: 5550.987793
	Iteration 21Q: 3 clusters Score -8880559 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69497 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -8880723.000000 Penalty: 5550.987793
	Iteration 22Q: 3 clusters Score -8880723 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69758 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -8880869.000000 Penalty: 5550.987793
	Iteration 23Q: 3 clusters Score -8880869 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69968 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -8880995.000000 Penalty: 5550.987793
	Iteration 24Q: 3 clusters Score -8880995 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70123 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -8881120.000000 Penalty: 5550.987793
	Iteration 25Q: 3 clusters Score -8881120 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70222 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -8881213.000000 Penalty: 5550.987793
	Iteration 26Q: 3 clusters Score -8881213 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70300 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8881317.000000 Penalty: 5550.987793
	Iteration 27Q: 3 clusters Score -8881317 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70366 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -8881412.000000 Penalty: 5550.987793
	Iteration 28Q: 3 clusters Score -8881412 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70423 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -8881448.000000 Penalty: 5550.987793
	Iteration 29Q: 3 clusters Score -8881448 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70475 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -8881494.000000 Penalty: 5550.987793
	Iteration 30Q: 3 clusters Score -8881494 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70490 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -8881528.000000 Penalty: 5550.987793
	Iteration 31Q: 3 clusters Score -8881528 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70512 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -8881557.000000 Penalty: 5550.987793
	Iteration 32Q: 3 clusters Score -8881557 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70535 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -8881589.000000 Penalty: 5550.987793
	Iteration 33Q: 3 clusters Score -8881589 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70558 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -8881617.000000 Penalty: 5550.987793
	Iteration 34Q: 3 clusters Score -8881617 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70572 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -8881641.000000 Penalty: 5550.987793
	Iteration 35Q: 3 clusters Score -8881641 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70573 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -8881659.000000 Penalty: 5550.987793
	Iteration 36Q: 3 clusters Score -8881659 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70574 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -8881665.000000 Penalty: 5550.987793
	Iteration 37Q: 3 clusters Score -8881665 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70585 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -8881678.000000 Penalty: 5550.987793
	Iteration 38Q: 3 clusters Score -8881678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70584 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -8881689.000000 Penalty: 5550.987793
	Iteration 39Q: 3 clusters Score -8881689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70582 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -8881693.000000 Penalty: 5550.987793
	Iteration 40F: 3 clusters Score -8881693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70586 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -8881706.000000 Penalty: 5550.987793
	Iteration 41Q: 3 clusters Score -8881706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70588 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -8881706.000000 Penalty: 5550.987793
	Iteration 42Q: 3 clusters Score -8881706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70593 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8881723.000000 Penalty: 5550.987793
	Iteration 43Q: 3 clusters Score -8881723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70598 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8881728.000000 Penalty: 5550.987793
	Iteration 44Q: 3 clusters Score -8881728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70601 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -8881738.000000 Penalty: 5550.987793
	Iteration 45Q: 3 clusters Score -8881738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70610 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -8881727.000000 Penalty: 5550.987793
	Iteration 46Q: 3 clusters Score -8881727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70616 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -8881746.000000 Penalty: 5550.987793
	Iteration 47Q: 3 clusters Score -8881746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70620 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -8881751.000000 Penalty: 5550.987793
	Iteration 48Q: 3 clusters Score -8881751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70624 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -8881750.000000 Penalty: 5550.987793
	Iteration 49Q: 3 clusters Score -8881750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70628 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -8881750.000000 Penalty: 5550.987793
	Iteration 50Q: 3 clusters Score -8881750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70632 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -8881754.000000 Penalty: 5550.987793
	Iteration 51Q: 3 clusters Score -8881754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70632 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -8881756.000000 Penalty: 5550.987793
	Iteration 52Q: 3 clusters Score -8881756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70636 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -8881762.000000 Penalty: 5550.987793
	Iteration 53Q: 3 clusters Score -8881762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70635 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -8881756.000000 Penalty: 5550.987793
	Iteration 54Q: 3 clusters Score -8881756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70636 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -8881754.000000 Penalty: 5550.987793
	Iteration 55Q: 3 clusters Score -8881754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70636 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -8881754.000000 Penalty: 5550.987793
	Iteration 56F: 3 clusters Score -8881754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (283053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283053 members 
Entering Unmasked Estep 
Score: -34580464.000000 Penalty: 3113.240723
	Iteration 0F: 2 clusters Score -3.458046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141560 members 
Mstep: Class 2 contains 141493 members 
Entering Unmasked Estep 
Score: -34419804.000000 Penalty: 6226.481445
	Iteration 0F: 3 clusters Score -3.44198e+07 nChanged 137188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145240 members 
Mstep: Class 2 contains 137813 members 
Entering Unmasked Estep 
Score: -34500848.000000 Penalty: 6226.481445
	Iteration 1F: 3 clusters Score -3.450085e+07 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147820 members 
Mstep: Class 2 contains 135233 members 
Entering Unmasked Estep 
Score: -34502628.000000 Penalty: 6226.481445
	Iteration 2Q: 3 clusters Score -3.450263e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152109 members 
Mstep: Class 2 contains 130944 members 
Entering Unmasked Estep 
Score: -34505820.000000 Penalty: 6226.481445
	Iteration 3Q: 3 clusters Score -3.450582e+07 nChanged 12664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158633 members 
Mstep: Class 2 contains 124420 members 
Entering Unmasked Estep 
Score: -34510532.000000 Penalty: 6226.481445
	Iteration 4Q: 3 clusters Score -3.451053e+07 nChanged 16337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167832 members 
Mstep: Class 2 contains 115221 members 
Entering Unmasked Estep 
Score: -34517624.000000 Penalty: 6226.481445
	Iteration 5F: 3 clusters Score -3.451762e+07 nChanged 19542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179260 members 
Mstep: Class 2 contains 103793 members 
Entering Unmasked Estep 
Score: -34526424.000000 Penalty: 6226.481445
	Iteration 6F: 3 clusters Score -3.452642e+07 nChanged 19971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191391 members 
Mstep: Class 2 contains 91662 members 
Entering Unmasked Estep 
Score: -34534888.000000 Penalty: 6226.481445
	Iteration 7F: 3 clusters Score -3.453489e+07 nChanged 17830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202527 members 
Mstep: Class 2 contains 80526 members 
Entering Unmasked Estep 
Score: -34543040.000000 Penalty: 6226.481445
	Iteration 8F: 3 clusters Score -3.454304e+07 nChanged 14677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211806 members 
Mstep: Class 2 contains 71247 members 
Entering Unmasked Estep 
Score: -34551488.000000 Penalty: 6226.481445
	Iteration 9F: 3 clusters Score -3.455149e+07 nChanged 12253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218731 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -34560416.000000 Penalty: 6226.481445
	Iteration 10Q: 3 clusters Score -3.456042e+07 nChanged 10397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222758 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -34568384.000000 Penalty: 6226.481445
	Iteration 11Q: 3 clusters Score -3.456838e+07 nChanged 8287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224933 members 
Mstep: Class 2 contains 58120 members 
Entering Unmasked Estep 
Score: -34573224.000000 Penalty: 6226.481445
	Iteration 12Q: 3 clusters Score -3.457322e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226660 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -34575356.000000 Penalty: 6226.481445
	Iteration 13Q: 3 clusters Score -3.457536e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228466 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -34576844.000000 Penalty: 6226.481445
	Iteration 14Q: 3 clusters Score -3.457684e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230362 members 
Mstep: Class 2 contains 52691 members 
Entering Unmasked Estep 
Score: -34577976.000000 Penalty: 6226.481445
	Iteration 15Q: 3 clusters Score -3.457798e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232197 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
Score: -34578864.000000 Penalty: 6226.481445
	Iteration 16Q: 3 clusters Score -3.457886e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234039 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -34579804.000000 Penalty: 6226.481445
	Iteration 17Q: 3 clusters Score -3.45798e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235870 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -34580656.000000 Penalty: 6226.481445
	Iteration 18Q: 3 clusters Score -3.458066e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237632 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -34581424.000000 Penalty: 6226.481445
	Iteration 19Q: 3 clusters Score -3.458142e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239300 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -34582060.000000 Penalty: 6226.481445
	Iteration 20F: 3 clusters Score -3.458206e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240947 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -34582572.000000 Penalty: 6226.481445
	Iteration 21Q: 3 clusters Score -3.458257e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242560 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -34583444.000000 Penalty: 6226.481445
	Iteration 22Q: 3 clusters Score -3.458344e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244060 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -34584000.000000 Penalty: 6226.481445
	Iteration 23Q: 3 clusters Score -3.4584e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245490 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -34584632.000000 Penalty: 6226.481445
	Iteration 24Q: 3 clusters Score -3.458463e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246896 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -34585112.000000 Penalty: 6226.481445
	Iteration 25Q: 3 clusters Score -3.458511e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248231 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -34585352.000000 Penalty: 6226.481445
	Iteration 26Q: 3 clusters Score -3.458535e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249507 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -34585648.000000 Penalty: 6226.481445
	Iteration 27Q: 3 clusters Score -3.458565e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250739 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -34585808.000000 Penalty: 6226.481445
	Iteration 28Q: 3 clusters Score -3.458581e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251907 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -34585964.000000 Penalty: 6226.481445
	Iteration 29Q: 3 clusters Score -3.458596e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252935 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -34586220.000000 Penalty: 6226.481445
	Iteration 30Q: 3 clusters Score -3.458622e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253920 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -34586576.000000 Penalty: 6226.481445
	Iteration 31Q: 3 clusters Score -3.458658e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254850 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -34586736.000000 Penalty: 6226.481445
	Iteration 32Q: 3 clusters Score -3.458674e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255701 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -34586856.000000 Penalty: 6226.481445
	Iteration 33Q: 3 clusters Score -3.458686e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256460 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -34586876.000000 Penalty: 6226.481445
	Iteration 34Q: 3 clusters Score -3.458688e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257169 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -34586916.000000 Penalty: 6226.481445
	Iteration 35Q: 3 clusters Score -3.458692e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257788 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -34587072.000000 Penalty: 6226.481445
	Iteration 36Q: 3 clusters Score -3.458707e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258326 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -34587052.000000 Penalty: 6226.481445
	Iteration 37Q: 3 clusters Score -3.458705e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258831 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -34587040.000000 Penalty: 6226.481445
	Iteration 38Q: 3 clusters Score -3.458704e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259257 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -34586984.000000 Penalty: 6226.481445
	Iteration 39Q: 3 clusters Score -3.458698e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259681 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -34586960.000000 Penalty: 6226.481445
	Iteration 40F: 3 clusters Score -3.458696e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260077 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -34586888.000000 Penalty: 6226.481445
	Iteration 41Q: 3 clusters Score -3.458689e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260449 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -34586892.000000 Penalty: 6226.481445
	Iteration 42Q: 3 clusters Score -3.458689e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260789 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -34586924.000000 Penalty: 6226.481445
	Iteration 43Q: 3 clusters Score -3.458692e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261085 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -34586916.000000 Penalty: 6226.481445
	Iteration 44Q: 3 clusters Score -3.458692e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261337 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -34586908.000000 Penalty: 6226.481445
	Iteration 45Q: 3 clusters Score -3.458691e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261560 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -34586904.000000 Penalty: 6226.481445
	Iteration 46Q: 3 clusters Score -3.45869e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261762 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -34586856.000000 Penalty: 6226.481445
	Iteration 47Q: 3 clusters Score -3.458686e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261950 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -34586796.000000 Penalty: 6226.481445
	Iteration 48Q: 3 clusters Score -3.45868e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262132 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -34586728.000000 Penalty: 6226.481445
	Iteration 49Q: 3 clusters Score -3.458673e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262312 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -34586704.000000 Penalty: 6226.481445
	Iteration 50Q: 3 clusters Score -3.45867e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262492 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -34586748.000000 Penalty: 6226.481445
	Iteration 51Q: 3 clusters Score -3.458675e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262646 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -34586728.000000 Penalty: 6226.481445
	Iteration 52Q: 3 clusters Score -3.458673e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262782 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -34586724.000000 Penalty: 6226.481445
	Iteration 53Q: 3 clusters Score -3.458672e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262896 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -34586752.000000 Penalty: 6226.481445
	Iteration 54Q: 3 clusters Score -3.458675e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262982 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -34586676.000000 Penalty: 6226.481445
	Iteration 55Q: 3 clusters Score -3.458668e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263058 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -34586636.000000 Penalty: 6226.481445
	Iteration 56Q: 3 clusters Score -3.458664e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263139 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -34586612.000000 Penalty: 6226.481445
	Iteration 57Q: 3 clusters Score -3.458661e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263217 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -34586644.000000 Penalty: 6226.481445
	Iteration 58Q: 3 clusters Score -3.458664e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263293 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -34586524.000000 Penalty: 6226.481445
	Iteration 59Q: 3 clusters Score -3.458652e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263369 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -34586512.000000 Penalty: 6226.481445
	Iteration 60F: 3 clusters Score -3.458651e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263437 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -34586496.000000 Penalty: 6226.481445
	Iteration 61Q: 3 clusters Score -3.45865e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263508 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -34586508.000000 Penalty: 6226.481445
	Iteration 62Q: 3 clusters Score -3.458651e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263590 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -34586476.000000 Penalty: 6226.481445
	Iteration 63Q: 3 clusters Score -3.458648e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263657 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -34586428.000000 Penalty: 6226.481445
	Iteration 64Q: 3 clusters Score -3.458643e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263722 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -34586356.000000 Penalty: 6226.481445
	Iteration 65Q: 3 clusters Score -3.458636e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263782 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -34586344.000000 Penalty: 6226.481445
	Iteration 66Q: 3 clusters Score -3.458634e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263829 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -34586364.000000 Penalty: 6226.481445
	Iteration 67Q: 3 clusters Score -3.458636e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263876 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -34586324.000000 Penalty: 6226.481445
	Iteration 68Q: 3 clusters Score -3.458632e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263922 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -34586300.000000 Penalty: 6226.481445
	Iteration 69Q: 3 clusters Score -3.45863e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263971 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -34586308.000000 Penalty: 6226.481445
	Iteration 70Q: 3 clusters Score -3.458631e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264013 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -34586316.000000 Penalty: 6226.481445
	Iteration 71Q: 3 clusters Score -3.458632e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264050 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -34586320.000000 Penalty: 6226.481445
	Iteration 72Q: 3 clusters Score -3.458632e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264086 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -34586292.000000 Penalty: 6226.481445
	Iteration 73Q: 3 clusters Score -3.458629e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264118 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -34586256.000000 Penalty: 6226.481445
	Iteration 74Q: 3 clusters Score -3.458626e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264145 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -34586252.000000 Penalty: 6226.481445
	Iteration 75Q: 3 clusters Score -3.458625e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264177 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -34586224.000000 Penalty: 6226.481445
	Iteration 76Q: 3 clusters Score -3.458622e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264212 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -34586204.000000 Penalty: 6226.481445
	Iteration 77Q: 3 clusters Score -3.45862e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264254 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -34586184.000000 Penalty: 6226.481445
	Iteration 78Q: 3 clusters Score -3.458618e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264298 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -34586200.000000 Penalty: 6226.481445
	Iteration 79Q: 3 clusters Score -3.45862e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264340 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -34586160.000000 Penalty: 6226.481445
	Iteration 80F: 3 clusters Score -3.458616e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264376 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -34586160.000000 Penalty: 6226.481445
	Iteration 81Q: 3 clusters Score -3.458616e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264405 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -34586164.000000 Penalty: 6226.481445
	Iteration 82Q: 3 clusters Score -3.458616e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264423 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -34586112.000000 Penalty: 6226.481445
	Iteration 83Q: 3 clusters Score -3.458611e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264442 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -34586116.000000 Penalty: 6226.481445
	Iteration 84Q: 3 clusters Score -3.458612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264454 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -34586124.000000 Penalty: 6226.481445
	Iteration 85Q: 3 clusters Score -3.458612e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264471 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -34586120.000000 Penalty: 6226.481445
	Iteration 86Q: 3 clusters Score -3.458612e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264485 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -34586132.000000 Penalty: 6226.481445
	Iteration 87Q: 3 clusters Score -3.458613e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264496 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -34586112.000000 Penalty: 6226.481445
	Iteration 88Q: 3 clusters Score -3.458611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264505 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -34586100.000000 Penalty: 6226.481445
	Iteration 89Q: 3 clusters Score -3.45861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264514 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -34586128.000000 Penalty: 6226.481445
	Iteration 90Q: 3 clusters Score -3.458613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264519 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -34586124.000000 Penalty: 6226.481445
	Iteration 91Q: 3 clusters Score -3.458612e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264529 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -34586108.000000 Penalty: 6226.481445
	Iteration 92Q: 3 clusters Score -3.458611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264538 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -34586128.000000 Penalty: 6226.481445
	Iteration 93Q: 3 clusters Score -3.458613e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264546 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -34586108.000000 Penalty: 6226.481445
	Iteration 94Q: 3 clusters Score -3.458611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264558 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -34586108.000000 Penalty: 6226.481445
	Iteration 95Q: 3 clusters Score -3.458611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264570 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -34586112.000000 Penalty: 6226.481445
	Iteration 96Q: 3 clusters Score -3.458611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264577 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -34586112.000000 Penalty: 6226.481445
	Iteration 97Q: 3 clusters Score -3.458611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264581 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -34586088.000000 Penalty: 6226.481445
	Iteration 98Q: 3 clusters Score -3.458609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264583 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -34586084.000000 Penalty: 6226.481445
	Iteration 99Q: 3 clusters Score -3.458608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264584 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -34586092.000000 Penalty: 6226.481445
	Iteration 100F: 3 clusters Score -3.458609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6311 members 
Mstep: Class 3 contains 7653 members 
Mstep: Class 4 contains 23238 members 
Mstep: Class 5 contains 14615 members 
Mstep: Class 6 contains 38108 members 
Mstep: Class 7 contains 151608 members 
Mstep: Class 8 contains 26720 members 
Mstep: Class 9 contains 160 members 
Mstep: Class 10 contains 17568 members 
Mstep: Class 11 contains 13670 members 
Mstep: Class 12 contains 37229 members 
Mstep: Class 13 contains 31200 members 
Mstep: Class 14 contains 72512 members 
Mstep: Class 15 contains 264584 members 
Mstep: Class 16 contains 129639 members 
Mstep: Class 17 contains 50813 members 
Mstep: Class 18 contains 242635 members 
Mstep: Class 19 contains 11214 members 
Mstep: Class 20 contains 55949 members 
Mstep: Class 21 contains 107935 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7855 members 
Mstep: Class 24 contains 579 members 
Mstep: Class 25 contains 18469 members 
Entering Unmasked Estep 
Score: -158447664.000000 Penalty: 87436.632812
Splitting cluster 15 changes total score from -158439680.000000 to -158447664.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (129639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129639 members 
Entering Unmasked Estep 
Score: -15834076.000000 Penalty: 2919.582031
	Iteration 0F: 2 clusters Score -1.583408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64778 members 
Mstep: Class 2 contains 64861 members 
Entering Unmasked Estep 
Score: -15746966.000000 Penalty: 5839.164062
	Iteration 0F: 3 clusters Score -1.574697e+07 nChanged 61917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64991 members 
Mstep: Class 2 contains 64648 members 
Entering Unmasked Estep 
Score: -15782670.000000 Penalty: 5839.164062
	Iteration 1F: 3 clusters Score -1.578267e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65183 members 
Mstep: Class 2 contains 64456 members 
Entering Unmasked Estep 
Score: -15783682.000000 Penalty: 5839.164062
	Iteration 2Q: 3 clusters Score -1.578368e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65613 members 
Mstep: Class 2 contains 64026 members 
Entering Unmasked Estep 
Score: -15784751.000000 Penalty: 5839.164062
	Iteration 3Q: 3 clusters Score -1.578475e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66387 members 
Mstep: Class 2 contains 63252 members 
Entering Unmasked Estep 
Score: -15786174.000000 Penalty: 5839.164062
	Iteration 4Q: 3 clusters Score -1.578617e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67541 members 
Mstep: Class 2 contains 62098 members 
Entering Unmasked Estep 
Score: -15788186.000000 Penalty: 5839.164062
	Iteration 5Q: 3 clusters Score -1.578819e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69139 members 
Mstep: Class 2 contains 60500 members 
Entering Unmasked Estep 
Score: -15790689.000000 Penalty: 5839.164062
	Iteration 6Q: 3 clusters Score -1.579069e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71278 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -15793605.000000 Penalty: 5839.164062
	Iteration 7F: 3 clusters Score -1.57936e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73949 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -15796989.000000 Penalty: 5839.164062
	Iteration 8F: 3 clusters Score -1.579699e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77072 members 
Mstep: Class 2 contains 52567 members 
Entering Unmasked Estep 
Score: -15800449.000000 Penalty: 5839.164062
	Iteration 9F: 3 clusters Score -1.580045e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80567 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -15803376.000000 Penalty: 5839.164062
	Iteration 10F: 3 clusters Score -1.580338e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84394 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -15805794.000000 Penalty: 5839.164062
	Iteration 11Q: 3 clusters Score -1.580579e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88582 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -15808359.000000 Penalty: 5839.164062
	Iteration 12Q: 3 clusters Score -1.580836e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93293 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -15811262.000000 Penalty: 5839.164062
	Iteration 13Q: 3 clusters Score -1.581126e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98253 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -15814435.000000 Penalty: 5839.164062
	Iteration 14Q: 3 clusters Score -1.581444e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103081 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -15818067.000000 Penalty: 5839.164062
	Iteration 15Q: 3 clusters Score -1.581807e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107341 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -15821468.000000 Penalty: 5839.164062
	Iteration 16Q: 3 clusters Score -1.582147e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110784 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -15824045.000000 Penalty: 5839.164062
	Iteration 17Q: 3 clusters Score -1.582404e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113436 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -15825900.000000 Penalty: 5839.164062
	Iteration 18Q: 3 clusters Score -1.58259e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115581 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -15827299.000000 Penalty: 5839.164062
	Iteration 19Q: 3 clusters Score -1.58273e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117350 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -15828328.000000 Penalty: 5839.164062
	Iteration 20F: 3 clusters Score -1.582833e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118794 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -15829008.000000 Penalty: 5839.164062
	Iteration 21Q: 3 clusters Score -1.582901e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120082 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -15829683.000000 Penalty: 5839.164062
	Iteration 22Q: 3 clusters Score -1.582968e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121128 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -15830174.000000 Penalty: 5839.164062
	Iteration 23Q: 3 clusters Score -1.583017e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122020 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -15830563.000000 Penalty: 5839.164062
	Iteration 24Q: 3 clusters Score -1.583056e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122762 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -15830867.000000 Penalty: 5839.164062
	Iteration 25Q: 3 clusters Score -1.583087e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123362 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -15831111.000000 Penalty: 5839.164062
	Iteration 26Q: 3 clusters Score -1.583111e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123869 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -15831366.000000 Penalty: 5839.164062
	Iteration 27Q: 3 clusters Score -1.583137e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124292 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -15831498.000000 Penalty: 5839.164062
	Iteration 28Q: 3 clusters Score -1.58315e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124639 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -15831613.000000 Penalty: 5839.164062
	Iteration 29Q: 3 clusters Score -1.583161e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124942 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -15831712.000000 Penalty: 5839.164062
	Iteration 30Q: 3 clusters Score -1.583171e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125193 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -15831770.000000 Penalty: 5839.164062
	Iteration 31Q: 3 clusters Score -1.583177e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125402 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -15831827.000000 Penalty: 5839.164062
	Iteration 32Q: 3 clusters Score -1.583183e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125609 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -15831908.000000 Penalty: 5839.164062
	Iteration 33Q: 3 clusters Score -1.583191e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125773 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -15831943.000000 Penalty: 5839.164062
	Iteration 34Q: 3 clusters Score -1.583194e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125936 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -15831985.000000 Penalty: 5839.164062
	Iteration 35Q: 3 clusters Score -1.583198e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126088 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -15832000.000000 Penalty: 5839.164062
	Iteration 36Q: 3 clusters Score -1.5832e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126203 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -15832031.000000 Penalty: 5839.164062
	Iteration 37Q: 3 clusters Score -1.583203e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126304 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -15832059.000000 Penalty: 5839.164062
	Iteration 38Q: 3 clusters Score -1.583206e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126407 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -15832131.000000 Penalty: 5839.164062
	Iteration 39Q: 3 clusters Score -1.583213e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126490 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -15832130.000000 Penalty: 5839.164062
	Iteration 40F: 3 clusters Score -1.583213e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126555 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -15832131.000000 Penalty: 5839.164062
	Iteration 41Q: 3 clusters Score -1.583213e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126610 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -15832183.000000 Penalty: 5839.164062
	Iteration 42Q: 3 clusters Score -1.583218e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126666 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -15832229.000000 Penalty: 5839.164062
	Iteration 43Q: 3 clusters Score -1.583223e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126717 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -15832248.000000 Penalty: 5839.164062
	Iteration 44Q: 3 clusters Score -1.583225e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126764 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -15832277.000000 Penalty: 5839.164062
	Iteration 45Q: 3 clusters Score -1.583228e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126828 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -15832366.000000 Penalty: 5839.164062
	Iteration 46Q: 3 clusters Score -1.583237e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126887 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -15832404.000000 Penalty: 5839.164062
	Iteration 47Q: 3 clusters Score -1.58324e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126938 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -15832493.000000 Penalty: 5839.164062
	Iteration 48Q: 3 clusters Score -1.583249e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126988 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -15832515.000000 Penalty: 5839.164062
	Iteration 49Q: 3 clusters Score -1.583252e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127028 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -15832593.000000 Penalty: 5839.164062
	Iteration 50Q: 3 clusters Score -1.583259e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127066 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -15832727.000000 Penalty: 5839.164062
	Iteration 51Q: 3 clusters Score -1.583273e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127080 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -15832785.000000 Penalty: 5839.164062
	Iteration 52Q: 3 clusters Score -1.583278e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127099 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -15832853.000000 Penalty: 5839.164062
	Iteration 53Q: 3 clusters Score -1.583285e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127113 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -15832873.000000 Penalty: 5839.164062
	Iteration 54Q: 3 clusters Score -1.583287e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127131 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -15832926.000000 Penalty: 5839.164062
	Iteration 55Q: 3 clusters Score -1.583293e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127130 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -15832986.000000 Penalty: 5839.164062
	Iteration 56Q: 3 clusters Score -1.583299e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127120 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -15833020.000000 Penalty: 5839.164062
	Iteration 57Q: 3 clusters Score -1.583302e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127127 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -15833071.000000 Penalty: 5839.164062
	Iteration 58Q: 3 clusters Score -1.583307e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127123 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -15833130.000000 Penalty: 5839.164062
	Iteration 59Q: 3 clusters Score -1.583313e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127120 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -15833185.000000 Penalty: 5839.164062
	Iteration 60F: 3 clusters Score -1.583318e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127111 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -15833214.000000 Penalty: 5839.164062
	Iteration 61Q: 3 clusters Score -1.583321e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127104 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -15833300.000000 Penalty: 5839.164062
	Iteration 62Q: 3 clusters Score -1.58333e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127082 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -15833357.000000 Penalty: 5839.164062
	Iteration 63Q: 3 clusters Score -1.583336e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127058 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -15833395.000000 Penalty: 5839.164062
	Iteration 64Q: 3 clusters Score -1.58334e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127034 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -15833411.000000 Penalty: 5839.164062
	Iteration 65Q: 3 clusters Score -1.583341e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127011 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -15833426.000000 Penalty: 5839.164062
	Iteration 66Q: 3 clusters Score -1.583343e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126994 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -15833420.000000 Penalty: 5839.164062
	Iteration 67Q: 3 clusters Score -1.583342e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126974 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -15833417.000000 Penalty: 5839.164062
	Iteration 68Q: 3 clusters Score -1.583342e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126961 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -15833421.000000 Penalty: 5839.164062
	Iteration 69Q: 3 clusters Score -1.583342e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126946 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -15833456.000000 Penalty: 5839.164062
	Iteration 70Q: 3 clusters Score -1.583346e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126927 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -15833496.000000 Penalty: 5839.164062
	Iteration 71Q: 3 clusters Score -1.58335e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126914 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -15833514.000000 Penalty: 5839.164062
	Iteration 72Q: 3 clusters Score -1.583351e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126905 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -15833514.000000 Penalty: 5839.164062
	Iteration 73Q: 3 clusters Score -1.583351e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126895 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -15833499.000000 Penalty: 5839.164062
	Iteration 74Q: 3 clusters Score -1.58335e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126885 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -15833507.000000 Penalty: 5839.164062
	Iteration 75Q: 3 clusters Score -1.583351e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126874 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -15833524.000000 Penalty: 5839.164062
	Iteration 76Q: 3 clusters Score -1.583352e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126868 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -15833524.000000 Penalty: 5839.164062
	Iteration 77Q: 3 clusters Score -1.583352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126865 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -15833547.000000 Penalty: 5839.164062
	Iteration 78Q: 3 clusters Score -1.583355e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126866 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -15833544.000000 Penalty: 5839.164062
	Iteration 79Q: 3 clusters Score -1.583354e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126870 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -15833531.000000 Penalty: 5839.164062
	Iteration 80F: 3 clusters Score -1.583353e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126872 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -15833542.000000 Penalty: 5839.164062
	Iteration 81Q: 3 clusters Score -1.583354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126875 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -15833525.000000 Penalty: 5839.164062
	Iteration 82Q: 3 clusters Score -1.583352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126873 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -15833544.000000 Penalty: 5839.164062
	Iteration 83Q: 3 clusters Score -1.583354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126872 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -15833541.000000 Penalty: 5839.164062
	Iteration 84Q: 3 clusters Score -1.583354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126872 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -15833541.000000 Penalty: 5839.164062
	Iteration 85F: 3 clusters Score -1.583354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (50813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Entering Unmasked Estep 
Score: -5799325.500000 Penalty: 2687.305176
	Iteration 0F: 2 clusters Score -5799326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -5765045.000000 Penalty: 5374.610352
	Iteration 0F: 3 clusters Score -5765045 nChanged 23477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -5778444.000000 Penalty: 5374.610352
	Iteration 1F: 3 clusters Score -5778444 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -5779454.000000 Penalty: 5374.610352
	Iteration 2Q: 3 clusters Score -5779454 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -5780805.000000 Penalty: 5374.610352
	Iteration 3F: 3 clusters Score -5780805 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -5782657.000000 Penalty: 5374.610352
	Iteration 4F: 3 clusters Score -5782657 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -5784887.500000 Penalty: 5374.610352
	Iteration 5F: 3 clusters Score -5784888 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -5787452.000000 Penalty: 5374.610352
	Iteration 6F: 3 clusters Score -5787452 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -5790036.000000 Penalty: 5374.610352
	Iteration 7F: 3 clusters Score -5790036 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -5792301.500000 Penalty: 5374.610352
	Iteration 8F: 3 clusters Score -5792302 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -5793987.500000 Penalty: 5374.610352
	Iteration 9Q: 3 clusters Score -5793988 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -5795301.500000 Penalty: 5374.610352
	Iteration 10Q: 3 clusters Score -5795302 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -5796329.500000 Penalty: 5374.610352
	Iteration 11Q: 3 clusters Score -5796330 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -5796944.500000 Penalty: 5374.610352
	Iteration 12Q: 3 clusters Score -5796944 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -5797297.000000 Penalty: 5374.610352
	Iteration 13Q: 3 clusters Score -5797297 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -5797545.500000 Penalty: 5374.610352
	Iteration 14Q: 3 clusters Score -5797546 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -5797719.000000 Penalty: 5374.610352
	Iteration 15Q: 3 clusters Score -5797719 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -5797804.000000 Penalty: 5374.610352
	Iteration 16Q: 3 clusters Score -5797804 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 47446 members 
Entering Unmasked Estep 
Score: -5797906.500000 Penalty: 5374.610352
	Iteration 17Q: 3 clusters Score -5797906 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -5797975.000000 Penalty: 5374.610352
	Iteration 18Q: 3 clusters Score -5797975 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -5798048.000000 Penalty: 5374.610352
	Iteration 19Q: 3 clusters Score -5798048 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -5798151.000000 Penalty: 5374.610352
	Iteration 20F: 3 clusters Score -5798151 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -5798281.500000 Penalty: 5374.610352
	Iteration 21Q: 3 clusters Score -5798282 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -5798378.000000 Penalty: 5374.610352
	Iteration 22Q: 3 clusters Score -5798378 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -5798461.500000 Penalty: 5374.610352
	Iteration 23Q: 3 clusters Score -5798462 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -5798529.500000 Penalty: 5374.610352
	Iteration 24Q: 3 clusters Score -5798530 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 48029 members 
Entering Unmasked Estep 
Score: -5798622.500000 Penalty: 5374.610352
	Iteration 25Q: 3 clusters Score -5798622 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -5798702.000000 Penalty: 5374.610352
	Iteration 26Q: 3 clusters Score -5798702 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -5798775.000000 Penalty: 5374.610352
	Iteration 27Q: 3 clusters Score -5798775 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -5798823.000000 Penalty: 5374.610352
	Iteration 28Q: 3 clusters Score -5798823 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -5798831.000000 Penalty: 5374.610352
	Iteration 29Q: 3 clusters Score -5798831 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -5798852.500000 Penalty: 5374.610352
	Iteration 30Q: 3 clusters Score -5798852 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -5798856.500000 Penalty: 5374.610352
	Iteration 31Q: 3 clusters Score -5798856 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -5798874.500000 Penalty: 5374.610352
	Iteration 32Q: 3 clusters Score -5798874 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 48126 members 
Entering Unmasked Estep 
Score: -5798878.500000 Penalty: 5374.610352
	Iteration 33Q: 3 clusters Score -5798878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -5798878.500000 Penalty: 5374.610352
	Iteration 34Q: 3 clusters Score -5798878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -5798876.500000 Penalty: 5374.610352
	Iteration 35Q: 3 clusters Score -5798876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -5798872.500000 Penalty: 5374.610352
	Iteration 36Q: 3 clusters Score -5798872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -5798876.500000 Penalty: 5374.610352
	Iteration 37Q: 3 clusters Score -5798876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -5798870.500000 Penalty: 5374.610352
	Iteration 38Q: 3 clusters Score -5798870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -5798874.000000 Penalty: 5374.610352
	Iteration 39Q: 3 clusters Score -5798874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -5798872.000000 Penalty: 5374.610352
	Iteration 40F: 3 clusters Score -5798872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (242635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242635 members 
Entering Unmasked Estep 
Score: -29575852.000000 Penalty: 3075.029785
	Iteration 0F: 2 clusters Score -2.957585e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121401 members 
Mstep: Class 2 contains 121234 members 
Entering Unmasked Estep 
Score: -29417260.000000 Penalty: 6150.059570
	Iteration 0F: 3 clusters Score -2.941726e+07 nChanged 116957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122680 members 
Mstep: Class 2 contains 119955 members 
Entering Unmasked Estep 
Score: -29487236.000000 Penalty: 6150.059570
	Iteration 1F: 3 clusters Score -2.948724e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124263 members 
Mstep: Class 2 contains 118372 members 
Entering Unmasked Estep 
Score: -29489124.000000 Penalty: 6150.059570
	Iteration 2Q: 3 clusters Score -2.948912e+07 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127118 members 
Mstep: Class 2 contains 115517 members 
Entering Unmasked Estep 
Score: -29491806.000000 Penalty: 6150.059570
	Iteration 3Q: 3 clusters Score -2.949181e+07 nChanged 11016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131858 members 
Mstep: Class 2 contains 110777 members 
Entering Unmasked Estep 
Score: -29496212.000000 Penalty: 6150.059570
	Iteration 4Q: 3 clusters Score -2.949621e+07 nChanged 13563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139107 members 
Mstep: Class 2 contains 103528 members 
Entering Unmasked Estep 
Score: -29502756.000000 Penalty: 6150.059570
	Iteration 5F: 3 clusters Score -2.950276e+07 nChanged 15489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148608 members 
Mstep: Class 2 contains 94027 members 
Entering Unmasked Estep 
Score: -29511116.000000 Penalty: 6150.059570
	Iteration 6F: 3 clusters Score -2.951112e+07 nChanged 16179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159723 members 
Mstep: Class 2 contains 82912 members 
Entering Unmasked Estep 
Score: -29519902.000000 Penalty: 6150.059570
	Iteration 7F: 3 clusters Score -2.95199e+07 nChanged 15238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171521 members 
Mstep: Class 2 contains 71114 members 
Entering Unmasked Estep 
Score: -29527944.000000 Penalty: 6150.059570
	Iteration 8F: 3 clusters Score -2.952794e+07 nChanged 13867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183568 members 
Mstep: Class 2 contains 59067 members 
Entering Unmasked Estep 
Score: -29535424.000000 Penalty: 6150.059570
	Iteration 9F: 3 clusters Score -2.953542e+07 nChanged 12558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195544 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -29543270.000000 Penalty: 6150.059570
	Iteration 10F: 3 clusters Score -2.954327e+07 nChanged 11451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206867 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -29551680.000000 Penalty: 6150.059570
	Iteration 11Q: 3 clusters Score -2.955168e+07 nChanged 9488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216313 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -29559786.000000 Penalty: 6150.059570
	Iteration 12Q: 3 clusters Score -2.955979e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223021 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -29566228.000000 Penalty: 6150.059570
	Iteration 13Q: 3 clusters Score -2.956623e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227125 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -29570968.000000 Penalty: 6150.059570
	Iteration 14Q: 3 clusters Score -2.957097e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229421 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -29574520.000000 Penalty: 6150.059570
	Iteration 15Q: 3 clusters Score -2.957452e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230655 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -29577142.000000 Penalty: 6150.059570
	Iteration 16Q: 3 clusters Score -2.957714e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231385 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -29578888.000000 Penalty: 6150.059570
	Iteration 17Q: 3 clusters Score -2.957889e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231884 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -29579952.000000 Penalty: 6150.059570
	Iteration 18Q: 3 clusters Score -2.957995e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232225 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -29580370.000000 Penalty: 6150.059570
	Iteration 19Q: 3 clusters Score -2.958037e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232443 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -29580588.000000 Penalty: 6150.059570
	Iteration 20F: 3 clusters Score -2.958059e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232572 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -29580628.000000 Penalty: 6150.059570
	Iteration 21Q: 3 clusters Score -2.958063e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232672 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -29580664.000000 Penalty: 6150.059570
	Iteration 22Q: 3 clusters Score -2.958066e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232741 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -29580700.000000 Penalty: 6150.059570
	Iteration 23Q: 3 clusters Score -2.95807e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232793 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -29580746.000000 Penalty: 6150.059570
	Iteration 24Q: 3 clusters Score -2.958075e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232838 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -29580750.000000 Penalty: 6150.059570
	Iteration 25Q: 3 clusters Score -2.958075e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232874 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -29580810.000000 Penalty: 6150.059570
	Iteration 26Q: 3 clusters Score -2.958081e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232899 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -29580820.000000 Penalty: 6150.059570
	Iteration 27Q: 3 clusters Score -2.958082e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232919 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -29580812.000000 Penalty: 6150.059570
	Iteration 28Q: 3 clusters Score -2.958081e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232937 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -29580792.000000 Penalty: 6150.059570
	Iteration 29Q: 3 clusters Score -2.958079e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232946 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -29580756.000000 Penalty: 6150.059570
	Iteration 30Q: 3 clusters Score -2.958076e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232953 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -29580784.000000 Penalty: 6150.059570
	Iteration 31Q: 3 clusters Score -2.958078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232960 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -29580796.000000 Penalty: 6150.059570
	Iteration 32Q: 3 clusters Score -2.95808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232962 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -29580794.000000 Penalty: 6150.059570
	Iteration 33Q: 3 clusters Score -2.958079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232966 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -29580786.000000 Penalty: 6150.059570
	Iteration 34Q: 3 clusters Score -2.958079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232969 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -29580792.000000 Penalty: 6150.059570
	Iteration 35Q: 3 clusters Score -2.958079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232972 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -29580802.000000 Penalty: 6150.059570
	Iteration 36Q: 3 clusters Score -2.95808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232973 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -29580800.000000 Penalty: 6150.059570
	Iteration 37Q: 3 clusters Score -2.95808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232973 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -29580800.000000 Penalty: 6150.059570
	Iteration 38F: 3 clusters Score -2.95808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6311 members 
Mstep: Class 3 contains 7653 members 
Mstep: Class 4 contains 23238 members 
Mstep: Class 5 contains 14615 members 
Mstep: Class 6 contains 38108 members 
Mstep: Class 7 contains 151608 members 
Mstep: Class 8 contains 26720 members 
Mstep: Class 9 contains 160 members 
Mstep: Class 10 contains 17568 members 
Mstep: Class 11 contains 13670 members 
Mstep: Class 12 contains 37229 members 
Mstep: Class 13 contains 31200 members 
Mstep: Class 14 contains 72512 members 
Mstep: Class 15 contains 264584 members 
Mstep: Class 16 contains 129639 members 
Mstep: Class 17 contains 50813 members 
Mstep: Class 18 contains 232973 members 
Mstep: Class 19 contains 11214 members 
Mstep: Class 20 contains 55949 members 
Mstep: Class 21 contains 107935 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7855 members 
Mstep: Class 24 contains 579 members 
Mstep: Class 25 contains 18469 members 
Mstep: Class 26 contains 9662 members 
Entering Unmasked Estep 
Score: -158452896.000000 Penalty: 90934.093750
Splitting cluster 18 changes total score from -158439680.000000 to -158452896.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (11214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Entering Unmasked Estep 
Score: -1371724.125000 Penalty: 2312.579834
	Iteration 0F: 2 clusters Score -1371724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1363354.000000 Penalty: 4625.159668
	Iteration 0F: 3 clusters Score -1363354 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1365924.125000 Penalty: 4625.159668
	Iteration 1F: 3 clusters Score -1365924 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1366387.250000 Penalty: 4625.159668
	Iteration 2F: 3 clusters Score -1366387 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1366744.500000 Penalty: 4625.159668
	Iteration 3F: 3 clusters Score -1366744 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1367042.125000 Penalty: 4625.159668
	Iteration 4F: 3 clusters Score -1367042 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1367336.375000 Penalty: 4625.159668
	Iteration 5Q: 3 clusters Score -1367336 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1367688.125000 Penalty: 4625.159668
	Iteration 6F: 3 clusters Score -1367688 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1368119.750000 Penalty: 4625.159668
	Iteration 7F: 3 clusters Score -1368120 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1368563.375000 Penalty: 4625.159668
	Iteration 8F: 3 clusters Score -1368563 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1368919.500000 Penalty: 4625.159668
	Iteration 9Q: 3 clusters Score -1368920 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1369284.000000 Penalty: 4625.159668
	Iteration 10Q: 3 clusters Score -1369284 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1369631.375000 Penalty: 4625.159668
	Iteration 11Q: 3 clusters Score -1369631 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1369904.500000 Penalty: 4625.159668
	Iteration 12Q: 3 clusters Score -1369904 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1370075.875000 Penalty: 4625.159668
	Iteration 13Q: 3 clusters Score -1370076 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1370203.500000 Penalty: 4625.159668
	Iteration 14Q: 3 clusters Score -1370204 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1370268.375000 Penalty: 4625.159668
	Iteration 15Q: 3 clusters Score -1370268 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1370322.875000 Penalty: 4625.159668
	Iteration 16Q: 3 clusters Score -1370323 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1370372.250000 Penalty: 4625.159668
	Iteration 17Q: 3 clusters Score -1370372 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1370411.125000 Penalty: 4625.159668
	Iteration 18Q: 3 clusters Score -1370411 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1370450.125000 Penalty: 4625.159668
	Iteration 19Q: 3 clusters Score -1370450 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1370476.375000 Penalty: 4625.159668
	Iteration 20F: 3 clusters Score -1370476 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1370499.000000 Penalty: 4625.159668
	Iteration 21Q: 3 clusters Score -1370499 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1370513.375000 Penalty: 4625.159668
	Iteration 22Q: 3 clusters Score -1370513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1370527.000000 Penalty: 4625.159668
	Iteration 23Q: 3 clusters Score -1370527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1370532.625000 Penalty: 4625.159668
	Iteration 24Q: 3 clusters Score -1370533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1370544.625000 Penalty: 4625.159668
	Iteration 25Q: 3 clusters Score -1370545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1370552.000000 Penalty: 4625.159668
	Iteration 26Q: 3 clusters Score -1370552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1370561.375000 Penalty: 4625.159668
	Iteration 27Q: 3 clusters Score -1370561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1370569.750000 Penalty: 4625.159668
	Iteration 28Q: 3 clusters Score -1370570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1370575.250000 Penalty: 4625.159668
	Iteration 29Q: 3 clusters Score -1370575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1370587.250000 Penalty: 4625.159668
	Iteration 30Q: 3 clusters Score -1370587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1370595.000000 Penalty: 4625.159668
	Iteration 31Q: 3 clusters Score -1370595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1370612.750000 Penalty: 4625.159668
	Iteration 32Q: 3 clusters Score -1370613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1370627.000000 Penalty: 4625.159668
	Iteration 33Q: 3 clusters Score -1370627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1370644.250000 Penalty: 4625.159668
	Iteration 34Q: 3 clusters Score -1370644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1370670.125000 Penalty: 4625.159668
	Iteration 35Q: 3 clusters Score -1370670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1370684.750000 Penalty: 4625.159668
	Iteration 36Q: 3 clusters Score -1370685 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1370720.625000 Penalty: 4625.159668
	Iteration 37Q: 3 clusters Score -1370721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1370740.125000 Penalty: 4625.159668
	Iteration 38Q: 3 clusters Score -1370740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1370753.625000 Penalty: 4625.159668
	Iteration 39Q: 3 clusters Score -1370754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1370757.125000 Penalty: 4625.159668
	Iteration 40F: 3 clusters Score -1370757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1370762.875000 Penalty: 4625.159668
	Iteration 41Q: 3 clusters Score -1370763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1370767.250000 Penalty: 4625.159668
	Iteration 42Q: 3 clusters Score -1370767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1370785.375000 Penalty: 4625.159668
	Iteration 43Q: 3 clusters Score -1370785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1370795.875000 Penalty: 4625.159668
	Iteration 44Q: 3 clusters Score -1370796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1370799.750000 Penalty: 4625.159668
	Iteration 45Q: 3 clusters Score -1370800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1370803.500000 Penalty: 4625.159668
	Iteration 46Q: 3 clusters Score -1370804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1370804.750000 Penalty: 4625.159668
	Iteration 47Q: 3 clusters Score -1370805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1370806.750000 Penalty: 4625.159668
	Iteration 48Q: 3 clusters Score -1370807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1370807.250000 Penalty: 4625.159668
	Iteration 49Q: 3 clusters Score -1370807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1370807.625000 Penalty: 4625.159668
	Iteration 50Q: 3 clusters Score -1370808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1370808.625000 Penalty: 4625.159668
	Iteration 51Q: 3 clusters Score -1370809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1370808.625000 Penalty: 4625.159668
	Iteration 52F: 3 clusters Score -1370809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (55949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55949 members 
Entering Unmasked Estep 
Score: -6698265.500000 Penalty: 2711.184570
	Iteration 0F: 2 clusters Score -6698266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -6660626.000000 Penalty: 5422.369141
	Iteration 0F: 3 clusters Score -6660626 nChanged 25927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -6675191.000000 Penalty: 5422.369141
	Iteration 1F: 3 clusters Score -6675191 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -6675898.500000 Penalty: 5422.369141
	Iteration 2Q: 3 clusters Score -6675898 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -6676608.500000 Penalty: 5422.369141
	Iteration 3Q: 3 clusters Score -6676608 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -6677400.000000 Penalty: 5422.369141
	Iteration 4Q: 3 clusters Score -6677400 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -6678202.000000 Penalty: 5422.369141
	Iteration 5Q: 3 clusters Score -6678202 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -6679050.000000 Penalty: 5422.369141
	Iteration 6Q: 3 clusters Score -6679050 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -6679952.000000 Penalty: 5422.369141
	Iteration 7Q: 3 clusters Score -6679952 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -6680864.000000 Penalty: 5422.369141
	Iteration 8Q: 3 clusters Score -6680864 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -6681853.000000 Penalty: 5422.369141
	Iteration 9Q: 3 clusters Score -6681853 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -6683021.000000 Penalty: 5422.369141
	Iteration 10Q: 3 clusters Score -6683021 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -6684395.500000 Penalty: 5422.369141
	Iteration 11Q: 3 clusters Score -6684396 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -6685775.500000 Penalty: 5422.369141
	Iteration 12Q: 3 clusters Score -6685776 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -6686898.500000 Penalty: 5422.369141
	Iteration 13Q: 3 clusters Score -6686898 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -6687678.000000 Penalty: 5422.369141
	Iteration 14Q: 3 clusters Score -6687678 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -6688110.000000 Penalty: 5422.369141
	Iteration 15Q: 3 clusters Score -6688110 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -6688306.500000 Penalty: 5422.369141
	Iteration 16Q: 3 clusters Score -6688306 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -6688436.000000 Penalty: 5422.369141
	Iteration 17Q: 3 clusters Score -6688436 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -6688542.000000 Penalty: 5422.369141
	Iteration 18Q: 3 clusters Score -6688542 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -6688609.000000 Penalty: 5422.369141
	Iteration 19Q: 3 clusters Score -6688609 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -6688703.500000 Penalty: 5422.369141
	Iteration 20F: 3 clusters Score -6688704 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -6688766.000000 Penalty: 5422.369141
	Iteration 21Q: 3 clusters Score -6688766 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -6688847.500000 Penalty: 5422.369141
	Iteration 22Q: 3 clusters Score -6688848 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -6688911.500000 Penalty: 5422.369141
	Iteration 23Q: 3 clusters Score -6688912 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -6688964.500000 Penalty: 5422.369141
	Iteration 24Q: 3 clusters Score -6688964 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -6689018.500000 Penalty: 5422.369141
	Iteration 25Q: 3 clusters Score -6689018 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -6689083.000000 Penalty: 5422.369141
	Iteration 26Q: 3 clusters Score -6689083 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -6689135.500000 Penalty: 5422.369141
	Iteration 27Q: 3 clusters Score -6689136 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -6689179.500000 Penalty: 5422.369141
	Iteration 28Q: 3 clusters Score -6689180 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -6689235.500000 Penalty: 5422.369141
	Iteration 29Q: 3 clusters Score -6689236 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -6689296.500000 Penalty: 5422.369141
	Iteration 30Q: 3 clusters Score -6689296 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -6689302.500000 Penalty: 5422.369141
	Iteration 31Q: 3 clusters Score -6689302 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -6689344.000000 Penalty: 5422.369141
	Iteration 32Q: 3 clusters Score -6689344 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -6689388.500000 Penalty: 5422.369141
	Iteration 33Q: 3 clusters Score -6689388 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -6689449.500000 Penalty: 5422.369141
	Iteration 34Q: 3 clusters Score -6689450 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -6689534.500000 Penalty: 5422.369141
	Iteration 35Q: 3 clusters Score -6689534 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -6689611.000000 Penalty: 5422.369141
	Iteration 36Q: 3 clusters Score -6689611 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -6689647.000000 Penalty: 5422.369141
	Iteration 37Q: 3 clusters Score -6689647 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -6689690.000000 Penalty: 5422.369141
	Iteration 38Q: 3 clusters Score -6689690 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -6689772.000000 Penalty: 5422.369141
	Iteration 39Q: 3 clusters Score -6689772 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -6689846.000000 Penalty: 5422.369141
	Iteration 40F: 3 clusters Score -6689846 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -6689932.500000 Penalty: 5422.369141
	Iteration 41Q: 3 clusters Score -6689932 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -6689984.000000 Penalty: 5422.369141
	Iteration 42Q: 3 clusters Score -6689984 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -6690108.000000 Penalty: 5422.369141
	Iteration 43Q: 3 clusters Score -6690108 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -6690164.000000 Penalty: 5422.369141
	Iteration 44Q: 3 clusters Score -6690164 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -6690251.000000 Penalty: 5422.369141
	Iteration 45Q: 3 clusters Score -6690251 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -6690353.000000 Penalty: 5422.369141
	Iteration 46Q: 3 clusters Score -6690353 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -6690497.500000 Penalty: 5422.369141
	Iteration 47Q: 3 clusters Score -6690498 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -6690580.000000 Penalty: 5422.369141
	Iteration 48Q: 3 clusters Score -6690580 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -6690700.000000 Penalty: 5422.369141
	Iteration 49Q: 3 clusters Score -6690700 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -6690900.000000 Penalty: 5422.369141
	Iteration 50Q: 3 clusters Score -6690900 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -6691110.000000 Penalty: 5422.369141
	Iteration 51Q: 3 clusters Score -6691110 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -6691336.500000 Penalty: 5422.369141
	Iteration 52Q: 3 clusters Score -6691336 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -6691565.000000 Penalty: 5422.369141
	Iteration 53Q: 3 clusters Score -6691565 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -6691867.500000 Penalty: 5422.369141
	Iteration 54Q: 3 clusters Score -6691868 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -6692176.000000 Penalty: 5422.369141
	Iteration 55Q: 3 clusters Score -6692176 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -6692474.500000 Penalty: 5422.369141
	Iteration 56Q: 3 clusters Score -6692474 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -6692837.000000 Penalty: 5422.369141
	Iteration 57Q: 3 clusters Score -6692837 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -6693284.500000 Penalty: 5422.369141
	Iteration 58Q: 3 clusters Score -6693284 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -6693674.000000 Penalty: 5422.369141
	Iteration 59Q: 3 clusters Score -6693674 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -6694073.500000 Penalty: 5422.369141
	Iteration 60F: 3 clusters Score -6694074 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -6694475.500000 Penalty: 5422.369141
	Iteration 61Q: 3 clusters Score -6694476 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -6694884.000000 Penalty: 5422.369141
	Iteration 62Q: 3 clusters Score -6694884 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -6695302.000000 Penalty: 5422.369141
	Iteration 63Q: 3 clusters Score -6695302 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -6695734.000000 Penalty: 5422.369141
	Iteration 64Q: 3 clusters Score -6695734 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -6696191.000000 Penalty: 5422.369141
	Iteration 65Q: 3 clusters Score -6696191 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -6696521.000000 Penalty: 5422.369141
	Iteration 66Q: 3 clusters Score -6696521 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53440 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -6696813.500000 Penalty: 5422.369141
	Iteration 67Q: 3 clusters Score -6696814 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53717 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -6697014.000000 Penalty: 5422.369141
	Iteration 68Q: 3 clusters Score -6697014 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -6697137.500000 Penalty: 5422.369141
	Iteration 69Q: 3 clusters Score -6697138 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -6697223.500000 Penalty: 5422.369141
	Iteration 70Q: 3 clusters Score -6697224 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -6697328.500000 Penalty: 5422.369141
	Iteration 71Q: 3 clusters Score -6697328 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6697396.500000 Penalty: 5422.369141
	Iteration 72Q: 3 clusters Score -6697396 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -6697429.000000 Penalty: 5422.369141
	Iteration 73Q: 3 clusters Score -6697429 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -6697480.000000 Penalty: 5422.369141
	Iteration 74Q: 3 clusters Score -6697480 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -6697505.000000 Penalty: 5422.369141
	Iteration 75Q: 3 clusters Score -6697505 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6697544.500000 Penalty: 5422.369141
	Iteration 76Q: 3 clusters Score -6697544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6697561.500000 Penalty: 5422.369141
	Iteration 77Q: 3 clusters Score -6697562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54620 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -6697570.500000 Penalty: 5422.369141
	Iteration 78Q: 3 clusters Score -6697570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54650 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6697589.500000 Penalty: 5422.369141
	Iteration 79Q: 3 clusters Score -6697590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54669 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -6697589.500000 Penalty: 5422.369141
	Iteration 80F: 3 clusters Score -6697590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54686 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -6697609.500000 Penalty: 5422.369141
	Iteration 81Q: 3 clusters Score -6697610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54699 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6697618.000000 Penalty: 5422.369141
	Iteration 82Q: 3 clusters Score -6697618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -6697629.000000 Penalty: 5422.369141
	Iteration 83Q: 3 clusters Score -6697629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -6697630.500000 Penalty: 5422.369141
	Iteration 84Q: 3 clusters Score -6697630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54716 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6697639.500000 Penalty: 5422.369141
	Iteration 85Q: 3 clusters Score -6697640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6697639.500000 Penalty: 5422.369141
	Iteration 86Q: 3 clusters Score -6697640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54727 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6697632.500000 Penalty: 5422.369141
	Iteration 87Q: 3 clusters Score -6697632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54733 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6697628.000000 Penalty: 5422.369141
	Iteration 88Q: 3 clusters Score -6697628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6697641.000000 Penalty: 5422.369141
	Iteration 89Q: 3 clusters Score -6697641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54744 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6697632.500000 Penalty: 5422.369141
	Iteration 90Q: 3 clusters Score -6697632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -6697635.000000 Penalty: 5422.369141
	Iteration 91Q: 3 clusters Score -6697635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6697633.000000 Penalty: 5422.369141
	Iteration 92Q: 3 clusters Score -6697633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6697630.000000 Penalty: 5422.369141
	Iteration 93Q: 3 clusters Score -6697630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6697630.000000 Penalty: 5422.369141
	Iteration 94F: 3 clusters Score -6697630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (107935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107935 members 
Entering Unmasked Estep 
Score: -13165323.000000 Penalty: 2874.142578
	Iteration 0F: 2 clusters Score -1.316532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -13093196.000000 Penalty: 5748.285156
	Iteration 0F: 3 clusters Score -1.30932e+07 nChanged 50753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 59448 members 
Entering Unmasked Estep 
Score: -13122972.000000 Penalty: 5748.285156
	Iteration 1F: 3 clusters Score -1.312297e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 62759 members 
Entering Unmasked Estep 
Score: -13124633.000000 Penalty: 5748.285156
	Iteration 2Q: 3 clusters Score -1.312463e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 67761 members 
Entering Unmasked Estep 
Score: -13127294.000000 Penalty: 5748.285156
	Iteration 3F: 3 clusters Score -1.312729e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 74837 members 
Entering Unmasked Estep 
Score: -13132088.000000 Penalty: 5748.285156
	Iteration 4F: 3 clusters Score -1.313209e+07 nChanged 9337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 84078 members 
Entering Unmasked Estep 
Score: -13139817.000000 Penalty: 5748.285156
	Iteration 5F: 3 clusters Score -1.313982e+07 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 93939 members 
Entering Unmasked Estep 
Score: -13149171.000000 Penalty: 5748.285156
	Iteration 6F: 3 clusters Score -1.314917e+07 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 101496 members 
Entering Unmasked Estep 
Score: -13156694.000000 Penalty: 5748.285156
	Iteration 7F: 3 clusters Score -1.315669e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 105365 members 
Entering Unmasked Estep 
Score: -13160318.000000 Penalty: 5748.285156
	Iteration 8Q: 3 clusters Score -1.316032e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 106898 members 
Entering Unmasked Estep 
Score: -13161841.000000 Penalty: 5748.285156
	Iteration 9Q: 3 clusters Score -1.316184e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 107386 members 
Entering Unmasked Estep 
Score: -13162398.000000 Penalty: 5748.285156
	Iteration 10Q: 3 clusters Score -1.31624e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 107527 members 
Entering Unmasked Estep 
Score: -13162579.000000 Penalty: 5748.285156
	Iteration 11Q: 3 clusters Score -1.316258e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 107581 members 
Entering Unmasked Estep 
Score: -13162673.000000 Penalty: 5748.285156
	Iteration 12Q: 3 clusters Score -1.316267e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 107607 members 
Entering Unmasked Estep 
Score: -13162729.000000 Penalty: 5748.285156
	Iteration 13Q: 3 clusters Score -1.316273e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 107616 members 
Entering Unmasked Estep 
Score: -13162747.000000 Penalty: 5748.285156
	Iteration 14Q: 3 clusters Score -1.316275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 107622 members 
Entering Unmasked Estep 
Score: -13162754.000000 Penalty: 5748.285156
	Iteration 15Q: 3 clusters Score -1.316275e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 107629 members 
Entering Unmasked Estep 
Score: -13162758.000000 Penalty: 5748.285156
	Iteration 16Q: 3 clusters Score -1.316276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 107632 members 
Entering Unmasked Estep 
Score: -13162774.000000 Penalty: 5748.285156
	Iteration 17Q: 3 clusters Score -1.316277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 107635 members 
Entering Unmasked Estep 
Score: -13162772.000000 Penalty: 5748.285156
	Iteration 18Q: 3 clusters Score -1.316277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 107641 members 
Entering Unmasked Estep 
Score: -13162794.000000 Penalty: 5748.285156
	Iteration 19Q: 3 clusters Score -1.316279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 107643 members 
Entering Unmasked Estep 
Score: -13162796.000000 Penalty: 5748.285156
	Iteration 20F: 3 clusters Score -1.31628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 107643 members 
Entering Unmasked Estep 
Score: -13162795.000000 Penalty: 5748.285156
	Iteration 21Q: 3 clusters Score -1.31628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 107643 members 
Entering Unmasked Estep 
Score: -13162795.000000 Penalty: 5748.285156
	Iteration 22F: 3 clusters Score -1.31628e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Entering Unmasked Estep 
Score: -912125.187500 Penalty: 2224.288574
	Iteration 0F: 2 clusters Score -912125.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -905780.375000 Penalty: 4448.577148
	Iteration 0F: 3 clusters Score -905780.4 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -907514.875000 Penalty: 4448.577148
	Iteration 1F: 3 clusters Score -907514.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -907814.062500 Penalty: 4448.577148
	Iteration 2F: 3 clusters Score -907814.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -908076.250000 Penalty: 4448.577148
	Iteration 3F: 3 clusters Score -908076.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -908364.562500 Penalty: 4448.577148
	Iteration 4F: 3 clusters Score -908364.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -908685.687500 Penalty: 4448.577148
	Iteration 5F: 3 clusters Score -908685.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -908980.437500 Penalty: 4448.577148
	Iteration 6F: 3 clusters Score -908980.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -909239.375000 Penalty: 4448.577148
	Iteration 7Q: 3 clusters Score -909239.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -909460.687500 Penalty: 4448.577148
	Iteration 8Q: 3 clusters Score -909460.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -909653.375000 Penalty: 4448.577148
	Iteration 9Q: 3 clusters Score -909653.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -909820.875000 Penalty: 4448.577148
	Iteration 10Q: 3 clusters Score -909820.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -909948.562500 Penalty: 4448.577148
	Iteration 11Q: 3 clusters Score -909948.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -910064.187500 Penalty: 4448.577148
	Iteration 12Q: 3 clusters Score -910064.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -910171.312500 Penalty: 4448.577148
	Iteration 13Q: 3 clusters Score -910171.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -910281.062500 Penalty: 4448.577148
	Iteration 14Q: 3 clusters Score -910281.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -910375.000000 Penalty: 4448.577148
	Iteration 15Q: 3 clusters Score -910375 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -910459.625000 Penalty: 4448.577148
	Iteration 16Q: 3 clusters Score -910459.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -910526.562500 Penalty: 4448.577148
	Iteration 17Q: 3 clusters Score -910526.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -910577.937500 Penalty: 4448.577148
	Iteration 18Q: 3 clusters Score -910577.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -910627.625000 Penalty: 4448.577148
	Iteration 19Q: 3 clusters Score -910627.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -910674.312500 Penalty: 4448.577148
	Iteration 20F: 3 clusters Score -910674.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -910703.750000 Penalty: 4448.577148
	Iteration 21Q: 3 clusters Score -910703.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -910739.562500 Penalty: 4448.577148
	Iteration 22Q: 3 clusters Score -910739.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -910765.812500 Penalty: 4448.577148
	Iteration 23Q: 3 clusters Score -910765.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -910785.812500 Penalty: 4448.577148
	Iteration 24Q: 3 clusters Score -910785.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -910803.062500 Penalty: 4448.577148
	Iteration 25Q: 3 clusters Score -910803.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -910817.875000 Penalty: 4448.577148
	Iteration 26Q: 3 clusters Score -910817.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -910829.250000 Penalty: 4448.577148
	Iteration 27Q: 3 clusters Score -910829.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -910843.062500 Penalty: 4448.577148
	Iteration 28Q: 3 clusters Score -910843.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -910848.562500 Penalty: 4448.577148
	Iteration 29Q: 3 clusters Score -910848.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -910853.750000 Penalty: 4448.577148
	Iteration 30Q: 3 clusters Score -910853.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -910854.437500 Penalty: 4448.577148
	Iteration 31Q: 3 clusters Score -910854.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -910858.500000 Penalty: 4448.577148
	Iteration 32Q: 3 clusters Score -910858.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -910861.312500 Penalty: 4448.577148
	Iteration 33Q: 3 clusters Score -910861.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -910863.562500 Penalty: 4448.577148
	Iteration 34Q: 3 clusters Score -910863.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -910867.625000 Penalty: 4448.577148
	Iteration 35Q: 3 clusters Score -910867.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -910868.375000 Penalty: 4448.577148
	Iteration 36Q: 3 clusters Score -910868.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -910868.375000 Penalty: 4448.577148
	Iteration 37F: 3 clusters Score -910868.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6311 members 
Mstep: Class 3 contains 7653 members 
Mstep: Class 4 contains 23238 members 
Mstep: Class 5 contains 14615 members 
Mstep: Class 6 contains 38108 members 
Mstep: Class 7 contains 151608 members 
Mstep: Class 8 contains 26720 members 
Mstep: Class 9 contains 160 members 
Mstep: Class 10 contains 17568 members 
Mstep: Class 11 contains 13670 members 
Mstep: Class 12 contains 37229 members 
Mstep: Class 13 contains 31200 members 
Mstep: Class 14 contains 72512 members 
Mstep: Class 15 contains 264584 members 
Mstep: Class 16 contains 129639 members 
Mstep: Class 17 contains 50813 members 
Mstep: Class 18 contains 232973 members 
Mstep: Class 19 contains 11214 members 
Mstep: Class 20 contains 55949 members 
Mstep: Class 21 contains 107935 members 
Mstep: Class 23 contains 7855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158454864.000000 Penalty: 90934.093750
Iteration 79Q: 27 clusters Score -1.584549e+08 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6311 members 
Mstep: Class 3 contains 7707 members 
Mstep: Class 4 contains 23327 members 
Mstep: Class 5 contains 14632 members 
Mstep: Class 6 contains 38191 members 
Mstep: Class 7 contains 151557 members 
Mstep: Class 8 contains 26810 members 
Mstep: Class 9 contains 160 members 
Mstep: Class 10 contains 18255 members 
Mstep: Class 11 contains 13754 members 
Mstep: Class 12 contains 36761 members 
Mstep: Class 13 contains 31175 members 
Mstep: Class 14 contains 72047 members 
Mstep: Class 15 contains 264387 members 
Mstep: Class 16 contains 129713 members 
Mstep: Class 17 contains 51212 members 
Mstep: Class 18 contains 232713 members 
Mstep: Class 19 contains 11463 members 
Mstep: Class 20 contains 55870 members 
Mstep: Class 21 contains 107979 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 577 members 
Mstep: Class 25 contains 18185 members 
Mstep: Class 26 contains 9623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456240.000000 Penalty: 90934.093750
Iteration 80F: 27 clusters Score -1.584562e+08 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6311 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 23368 members 
Mstep: Class 5 contains 14598 members 
Mstep: Class 6 contains 38176 members 
Mstep: Class 7 contains 151467 members 
Mstep: Class 8 contains 26870 members 
Mstep: Class 9 contains 160 members 
Mstep: Class 10 contains 17854 members 
Mstep: Class 11 contains 13702 members 
Mstep: Class 12 contains 36397 members 
Mstep: Class 13 contains 31230 members 
Mstep: Class 14 contains 71713 members 
Mstep: Class 15 contains 264268 members 
Mstep: Class 16 contains 129784 members 
Mstep: Class 17 contains 51486 members 
Mstep: Class 18 contains 232368 members 
Mstep: Class 19 contains 11552 members 
Mstep: Class 20 contains 55783 members 
Mstep: Class 21 contains 108017 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 19058 members 
Mstep: Class 26 contains 9877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457728.000000 Penalty: 90934.093750
Iteration 81Q: 27 clusters Score -1.584577e+08 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6312 members 
Mstep: Class 3 contains 7771 members 
Mstep: Class 4 contains 23372 members 
Mstep: Class 5 contains 14561 members 
Mstep: Class 6 contains 38174 members 
Mstep: Class 7 contains 151361 members 
Mstep: Class 8 contains 26914 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 17577 members 
Mstep: Class 11 contains 13669 members 
Mstep: Class 12 contains 36102 members 
Mstep: Class 13 contains 31281 members 
Mstep: Class 14 contains 71443 members 
Mstep: Class 15 contains 264367 members 
Mstep: Class 16 contains 129845 members 
Mstep: Class 17 contains 51723 members 
Mstep: Class 18 contains 232106 members 
Mstep: Class 19 contains 11578 members 
Mstep: Class 20 contains 55752 members 
Mstep: Class 21 contains 108034 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7842 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 19650 members 
Mstep: Class 26 contains 10028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457872.000000 Penalty: 90934.093750
Iteration 82Q: 27 clusters Score -1.584579e+08 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6316 members 
Mstep: Class 3 contains 7792 members 
Mstep: Class 4 contains 23368 members 
Mstep: Class 5 contains 14526 members 
Mstep: Class 6 contains 38168 members 
Mstep: Class 7 contains 151278 members 
Mstep: Class 8 contains 26940 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 17387 members 
Mstep: Class 11 contains 13638 members 
Mstep: Class 12 contains 35839 members 
Mstep: Class 13 contains 31320 members 
Mstep: Class 14 contains 71235 members 
Mstep: Class 15 contains 264424 members 
Mstep: Class 16 contains 129888 members 
Mstep: Class 17 contains 51884 members 
Mstep: Class 18 contains 231923 members 
Mstep: Class 19 contains 11579 members 
Mstep: Class 20 contains 55736 members 
Mstep: Class 21 contains 108045 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7834 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 20173 members 
Mstep: Class 26 contains 10165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458128.000000 Penalty: 90934.093750
Iteration 83Q: 27 clusters Score -1.584581e+08 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6324 members 
Mstep: Class 3 contains 7812 members 
Mstep: Class 4 contains 23350 members 
Mstep: Class 5 contains 14480 members 
Mstep: Class 6 contains 38168 members 
Mstep: Class 7 contains 151195 members 
Mstep: Class 8 contains 26967 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 17193 members 
Mstep: Class 11 contains 13620 members 
Mstep: Class 12 contains 35624 members 
Mstep: Class 13 contains 31341 members 
Mstep: Class 14 contains 71051 members 
Mstep: Class 15 contains 264558 members 
Mstep: Class 16 contains 129921 members 
Mstep: Class 17 contains 51984 members 
Mstep: Class 18 contains 231785 members 
Mstep: Class 19 contains 11550 members 
Mstep: Class 20 contains 55725 members 
Mstep: Class 21 contains 108065 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7830 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 20640 members 
Mstep: Class 26 contains 10275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458048.000000 Penalty: 90934.093750
Iteration 84Q: 27 clusters Score -1.58458e+08 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6330 members 
Mstep: Class 3 contains 7819 members 
Mstep: Class 4 contains 23338 members 
Mstep: Class 5 contains 14431 members 
Mstep: Class 6 contains 38176 members 
Mstep: Class 7 contains 151113 members 
Mstep: Class 8 contains 26986 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 17026 members 
Mstep: Class 11 contains 13605 members 
Mstep: Class 12 contains 35453 members 
Mstep: Class 13 contains 31350 members 
Mstep: Class 14 contains 70882 members 
Mstep: Class 15 contains 264672 members 
Mstep: Class 16 contains 129971 members 
Mstep: Class 17 contains 52098 members 
Mstep: Class 18 contains 231667 members 
Mstep: Class 19 contains 11528 members 
Mstep: Class 20 contains 55709 members 
Mstep: Class 21 contains 108065 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7830 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 21043 members 
Mstep: Class 26 contains 10366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458608.000000 Penalty: 90934.093750
Iteration 85Q: 27 clusters Score -1.584586e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6336 members 
Mstep: Class 3 contains 7820 members 
Mstep: Class 4 contains 23322 members 
Mstep: Class 5 contains 14376 members 
Mstep: Class 6 contains 38180 members 
Mstep: Class 7 contains 151045 members 
Mstep: Class 8 contains 27001 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16898 members 
Mstep: Class 11 contains 13601 members 
Mstep: Class 12 contains 35317 members 
Mstep: Class 13 contains 31356 members 
Mstep: Class 14 contains 70738 members 
Mstep: Class 15 contains 264773 members 
Mstep: Class 16 contains 130003 members 
Mstep: Class 17 contains 52197 members 
Mstep: Class 18 contains 231565 members 
Mstep: Class 19 contains 11515 members 
Mstep: Class 20 contains 55695 members 
Mstep: Class 21 contains 108077 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7828 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 21371 members 
Mstep: Class 26 contains 10444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458208.000000 Penalty: 90934.093750
Iteration 86Q: 27 clusters Score -1.584582e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6335 members 
Mstep: Class 3 contains 7824 members 
Mstep: Class 4 contains 23305 members 
Mstep: Class 5 contains 14338 members 
Mstep: Class 6 contains 38180 members 
Mstep: Class 7 contains 150981 members 
Mstep: Class 8 contains 27035 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16809 members 
Mstep: Class 11 contains 13601 members 
Mstep: Class 12 contains 35196 members 
Mstep: Class 13 contains 31367 members 
Mstep: Class 14 contains 70616 members 
Mstep: Class 15 contains 264822 members 
Mstep: Class 16 contains 130045 members 
Mstep: Class 17 contains 52282 members 
Mstep: Class 18 contains 231452 members 
Mstep: Class 19 contains 11493 members 
Mstep: Class 20 contains 55688 members 
Mstep: Class 21 contains 108091 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7824 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 21648 members 
Mstep: Class 26 contains 10526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458560.000000 Penalty: 90934.093750
Iteration 87Q: 27 clusters Score -1.584586e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6336 members 
Mstep: Class 3 contains 7824 members 
Mstep: Class 4 contains 23284 members 
Mstep: Class 5 contains 14293 members 
Mstep: Class 6 contains 38182 members 
Mstep: Class 7 contains 150938 members 
Mstep: Class 8 contains 27063 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16741 members 
Mstep: Class 11 contains 13582 members 
Mstep: Class 12 contains 35090 members 
Mstep: Class 13 contains 31371 members 
Mstep: Class 14 contains 70525 members 
Mstep: Class 15 contains 264846 members 
Mstep: Class 16 contains 130087 members 
Mstep: Class 17 contains 52368 members 
Mstep: Class 18 contains 231343 members 
Mstep: Class 19 contains 11472 members 
Mstep: Class 20 contains 55689 members 
Mstep: Class 21 contains 108099 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7822 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 21906 members 
Mstep: Class 26 contains 10597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458672.000000 Penalty: 90934.093750
Iteration 88Q: 27 clusters Score -1.584587e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6339 members 
Mstep: Class 3 contains 7828 members 
Mstep: Class 4 contains 23273 members 
Mstep: Class 5 contains 14245 members 
Mstep: Class 6 contains 38187 members 
Mstep: Class 7 contains 150899 members 
Mstep: Class 8 contains 27087 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16702 members 
Mstep: Class 11 contains 13573 members 
Mstep: Class 12 contains 34995 members 
Mstep: Class 13 contains 31380 members 
Mstep: Class 14 contains 70455 members 
Mstep: Class 15 contains 264823 members 
Mstep: Class 16 contains 130121 members 
Mstep: Class 17 contains 52427 members 
Mstep: Class 18 contains 231246 members 
Mstep: Class 19 contains 11453 members 
Mstep: Class 20 contains 55689 members 
Mstep: Class 21 contains 108101 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7819 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 22168 members 
Mstep: Class 26 contains 10648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458304.000000 Penalty: 90934.093750
Iteration 89Q: 27 clusters Score -1.584583e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6339 members 
Mstep: Class 3 contains 7832 members 
Mstep: Class 4 contains 23264 members 
Mstep: Class 5 contains 14211 members 
Mstep: Class 6 contains 38191 members 
Mstep: Class 7 contains 150856 members 
Mstep: Class 8 contains 27093 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16653 members 
Mstep: Class 11 contains 13557 members 
Mstep: Class 12 contains 34907 members 
Mstep: Class 13 contains 31392 members 
Mstep: Class 14 contains 70399 members 
Mstep: Class 15 contains 264805 members 
Mstep: Class 16 contains 130151 members 
Mstep: Class 17 contains 52477 members 
Mstep: Class 18 contains 231169 members 
Mstep: Class 19 contains 11439 members 
Mstep: Class 20 contains 55698 members 
Mstep: Class 21 contains 108099 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7816 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 22413 members 
Mstep: Class 26 contains 10697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458464.000000 Penalty: 90934.093750
Iteration 90Q: 27 clusters Score -1.584585e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6339 members 
Mstep: Class 3 contains 7836 members 
Mstep: Class 4 contains 23254 members 
Mstep: Class 5 contains 14166 members 
Mstep: Class 6 contains 38192 members 
Mstep: Class 7 contains 150809 members 
Mstep: Class 8 contains 27101 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16612 members 
Mstep: Class 11 contains 13548 members 
Mstep: Class 12 contains 34822 members 
Mstep: Class 13 contains 31398 members 
Mstep: Class 14 contains 70345 members 
Mstep: Class 15 contains 264755 members 
Mstep: Class 16 contains 130177 members 
Mstep: Class 17 contains 52548 members 
Mstep: Class 18 contains 231095 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 55705 members 
Mstep: Class 21 contains 108100 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7816 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 22664 members 
Mstep: Class 26 contains 10747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458752.000000 Penalty: 90934.093750
Iteration 91Q: 27 clusters Score -1.584588e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6338 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 23251 members 
Mstep: Class 5 contains 14121 members 
Mstep: Class 6 contains 38194 members 
Mstep: Class 7 contains 150777 members 
Mstep: Class 8 contains 27109 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16573 members 
Mstep: Class 11 contains 13544 members 
Mstep: Class 12 contains 34758 members 
Mstep: Class 13 contains 31401 members 
Mstep: Class 14 contains 70299 members 
Mstep: Class 15 contains 264695 members 
Mstep: Class 16 contains 130200 members 
Mstep: Class 17 contains 52624 members 
Mstep: Class 18 contains 231034 members 
Mstep: Class 19 contains 11424 members 
Mstep: Class 20 contains 55701 members 
Mstep: Class 21 contains 108094 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7815 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 22882 members 
Mstep: Class 26 contains 10784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458656.000000 Penalty: 90934.093750
Iteration 92Q: 27 clusters Score -1.584587e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6335 members 
Mstep: Class 3 contains 7842 members 
Mstep: Class 4 contains 23239 members 
Mstep: Class 5 contains 14085 members 
Mstep: Class 6 contains 38196 members 
Mstep: Class 7 contains 150760 members 
Mstep: Class 8 contains 27122 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16544 members 
Mstep: Class 11 contains 13541 members 
Mstep: Class 12 contains 34703 members 
Mstep: Class 13 contains 31402 members 
Mstep: Class 14 contains 70264 members 
Mstep: Class 15 contains 264602 members 
Mstep: Class 16 contains 130215 members 
Mstep: Class 17 contains 52683 members 
Mstep: Class 18 contains 230988 members 
Mstep: Class 19 contains 11411 members 
Mstep: Class 20 contains 55706 members 
Mstep: Class 21 contains 108090 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7814 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 23096 members 
Mstep: Class 26 contains 10820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458656.000000 Penalty: 90934.093750
Iteration 93Q: 27 clusters Score -1.584587e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6336 members 
Mstep: Class 3 contains 7844 members 
Mstep: Class 4 contains 23234 members 
Mstep: Class 5 contains 14045 members 
Mstep: Class 6 contains 38203 members 
Mstep: Class 7 contains 150747 members 
Mstep: Class 8 contains 27132 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16496 members 
Mstep: Class 11 contains 13544 members 
Mstep: Class 12 contains 34636 members 
Mstep: Class 13 contains 31402 members 
Mstep: Class 14 contains 70248 members 
Mstep: Class 15 contains 264510 members 
Mstep: Class 16 contains 130230 members 
Mstep: Class 17 contains 52744 members 
Mstep: Class 18 contains 230937 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 55711 members 
Mstep: Class 21 contains 108089 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7812 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 23297 members 
Mstep: Class 26 contains 10858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458528.000000 Penalty: 90934.093750
Iteration 94Q: 27 clusters Score -1.584585e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6337 members 
Mstep: Class 3 contains 7843 members 
Mstep: Class 4 contains 23227 members 
Mstep: Class 5 contains 14016 members 
Mstep: Class 6 contains 38204 members 
Mstep: Class 7 contains 150734 members 
Mstep: Class 8 contains 27135 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16471 members 
Mstep: Class 11 contains 13540 members 
Mstep: Class 12 contains 34581 members 
Mstep: Class 13 contains 31402 members 
Mstep: Class 14 contains 70232 members 
Mstep: Class 15 contains 264426 members 
Mstep: Class 16 contains 130238 members 
Mstep: Class 17 contains 52795 members 
Mstep: Class 18 contains 230895 members 
Mstep: Class 19 contains 11398 members 
Mstep: Class 20 contains 55718 members 
Mstep: Class 21 contains 108090 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7812 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 23474 members 
Mstep: Class 26 contains 10890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458592.000000 Penalty: 90934.093750
Iteration 95Q: 27 clusters Score -1.584586e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6335 members 
Mstep: Class 3 contains 7842 members 
Mstep: Class 4 contains 23214 members 
Mstep: Class 5 contains 13989 members 
Mstep: Class 6 contains 38203 members 
Mstep: Class 7 contains 150724 members 
Mstep: Class 8 contains 27142 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16439 members 
Mstep: Class 11 contains 13540 members 
Mstep: Class 12 contains 34550 members 
Mstep: Class 13 contains 31401 members 
Mstep: Class 14 contains 70213 members 
Mstep: Class 15 contains 264323 members 
Mstep: Class 16 contains 130251 members 
Mstep: Class 17 contains 52847 members 
Mstep: Class 18 contains 230868 members 
Mstep: Class 19 contains 11389 members 
Mstep: Class 20 contains 55713 members 
Mstep: Class 21 contains 108096 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7812 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 23656 members 
Mstep: Class 26 contains 10911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458720.000000 Penalty: 90934.093750
Iteration 96Q: 27 clusters Score -1.584587e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6336 members 
Mstep: Class 3 contains 7842 members 
Mstep: Class 4 contains 23203 members 
Mstep: Class 5 contains 13970 members 
Mstep: Class 6 contains 38204 members 
Mstep: Class 7 contains 150715 members 
Mstep: Class 8 contains 27146 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16399 members 
Mstep: Class 11 contains 13540 members 
Mstep: Class 12 contains 34523 members 
Mstep: Class 13 contains 31406 members 
Mstep: Class 14 contains 70188 members 
Mstep: Class 15 contains 264229 members 
Mstep: Class 16 contains 130263 members 
Mstep: Class 17 contains 52891 members 
Mstep: Class 18 contains 230838 members 
Mstep: Class 19 contains 11380 members 
Mstep: Class 20 contains 55716 members 
Mstep: Class 21 contains 108096 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7812 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 23829 members 
Mstep: Class 26 contains 10932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459008.000000 Penalty: 90934.093750
Iteration 97Q: 27 clusters Score -1.58459e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6339 members 
Mstep: Class 3 contains 7841 members 
Mstep: Class 4 contains 23198 members 
Mstep: Class 5 contains 13946 members 
Mstep: Class 6 contains 38203 members 
Mstep: Class 7 contains 150701 members 
Mstep: Class 8 contains 27151 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16359 members 
Mstep: Class 11 contains 13541 members 
Mstep: Class 12 contains 34502 members 
Mstep: Class 13 contains 31408 members 
Mstep: Class 14 contains 70166 members 
Mstep: Class 15 contains 264143 members 
Mstep: Class 16 contains 130278 members 
Mstep: Class 17 contains 52947 members 
Mstep: Class 18 contains 230793 members 
Mstep: Class 19 contains 11374 members 
Mstep: Class 20 contains 55713 members 
Mstep: Class 21 contains 108093 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7810 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 23992 members 
Mstep: Class 26 contains 10960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459120.000000 Penalty: 90934.093750
Iteration 98Q: 27 clusters Score -1.584591e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6339 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 23189 members 
Mstep: Class 5 contains 13920 members 
Mstep: Class 6 contains 38205 members 
Mstep: Class 7 contains 150689 members 
Mstep: Class 8 contains 27160 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16326 members 
Mstep: Class 11 contains 13533 members 
Mstep: Class 12 contains 34482 members 
Mstep: Class 13 contains 31409 members 
Mstep: Class 14 contains 70145 members 
Mstep: Class 15 contains 264074 members 
Mstep: Class 16 contains 130286 members 
Mstep: Class 17 contains 53005 members 
Mstep: Class 18 contains 230754 members 
Mstep: Class 19 contains 11370 members 
Mstep: Class 20 contains 55712 members 
Mstep: Class 21 contains 108089 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7808 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 24136 members 
Mstep: Class 26 contains 10987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459104.000000 Penalty: 90934.093750
Iteration 99Q: 27 clusters Score -1.584591e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6337 members 
Mstep: Class 3 contains 7842 members 
Mstep: Class 4 contains 23187 members 
Mstep: Class 5 contains 13899 members 
Mstep: Class 6 contains 38201 members 
Mstep: Class 7 contains 150681 members 
Mstep: Class 8 contains 27170 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16291 members 
Mstep: Class 11 contains 13530 members 
Mstep: Class 12 contains 34464 members 
Mstep: Class 13 contains 31415 members 
Mstep: Class 14 contains 70125 members 
Mstep: Class 15 contains 264016 members 
Mstep: Class 16 contains 130289 members 
Mstep: Class 17 contains 53057 members 
Mstep: Class 18 contains 230704 members 
Mstep: Class 19 contains 11365 members 
Mstep: Class 20 contains 55708 members 
Mstep: Class 21 contains 108088 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7808 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 24267 members 
Mstep: Class 26 contains 11014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459312.000000 Penalty: 90934.093750
Iteration 100F: 27 clusters Score -1.584593e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6340 members 
Mstep: Class 3 contains 7842 members 
Mstep: Class 4 contains 23191 members 
Mstep: Class 5 contains 13887 members 
Mstep: Class 6 contains 38205 members 
Mstep: Class 7 contains 150673 members 
Mstep: Class 8 contains 27175 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16259 members 
Mstep: Class 11 contains 13526 members 
Mstep: Class 12 contains 34450 members 
Mstep: Class 13 contains 31417 members 
Mstep: Class 14 contains 70113 members 
Mstep: Class 15 contains 263936 members 
Mstep: Class 16 contains 130298 members 
Mstep: Class 17 contains 53085 members 
Mstep: Class 18 contains 230671 members 
Mstep: Class 19 contains 11362 members 
Mstep: Class 20 contains 55703 members 
Mstep: Class 21 contains 108091 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7808 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 24391 members 
Mstep: Class 26 contains 11034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458992.000000 Penalty: 90934.093750
Iteration 101Q: 27 clusters Score -1.58459e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6341 members 
Mstep: Class 3 contains 7843 members 
Mstep: Class 4 contains 23191 members 
Mstep: Class 5 contains 13868 members 
Mstep: Class 6 contains 38205 members 
Mstep: Class 7 contains 150669 members 
Mstep: Class 8 contains 27184 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16240 members 
Mstep: Class 11 contains 13521 members 
Mstep: Class 12 contains 34432 members 
Mstep: Class 13 contains 31422 members 
Mstep: Class 14 contains 70104 members 
Mstep: Class 15 contains 263841 members 
Mstep: Class 16 contains 130308 members 
Mstep: Class 17 contains 53120 members 
Mstep: Class 18 contains 230641 members 
Mstep: Class 19 contains 11357 members 
Mstep: Class 20 contains 55702 members 
Mstep: Class 21 contains 108089 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7807 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 24521 members 
Mstep: Class 26 contains 11051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459152.000000 Penalty: 90934.093750
Iteration 102Q: 27 clusters Score -1.584592e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6342 members 
Mstep: Class 3 contains 7843 members 
Mstep: Class 4 contains 23188 members 
Mstep: Class 5 contains 13850 members 
Mstep: Class 6 contains 38205 members 
Mstep: Class 7 contains 150663 members 
Mstep: Class 8 contains 27192 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16222 members 
Mstep: Class 11 contains 13520 members 
Mstep: Class 12 contains 34408 members 
Mstep: Class 13 contains 31425 members 
Mstep: Class 14 contains 70099 members 
Mstep: Class 15 contains 263749 members 
Mstep: Class 16 contains 130321 members 
Mstep: Class 17 contains 53141 members 
Mstep: Class 18 contains 230620 members 
Mstep: Class 19 contains 11357 members 
Mstep: Class 20 contains 55702 members 
Mstep: Class 21 contains 108091 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7806 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 24649 members 
Mstep: Class 26 contains 11064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459136.000000 Penalty: 90934.093750
Iteration 103Q: 27 clusters Score -1.584591e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6344 members 
Mstep: Class 3 contains 7843 members 
Mstep: Class 4 contains 23187 members 
Mstep: Class 5 contains 13821 members 
Mstep: Class 6 contains 38209 members 
Mstep: Class 7 contains 150656 members 
Mstep: Class 8 contains 27195 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16199 members 
Mstep: Class 11 contains 13519 members 
Mstep: Class 12 contains 34383 members 
Mstep: Class 13 contains 31425 members 
Mstep: Class 14 contains 70103 members 
Mstep: Class 15 contains 263655 members 
Mstep: Class 16 contains 130325 members 
Mstep: Class 17 contains 53174 members 
Mstep: Class 18 contains 230612 members 
Mstep: Class 19 contains 11357 members 
Mstep: Class 20 contains 55697 members 
Mstep: Class 21 contains 108093 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7806 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 24782 members 
Mstep: Class 26 contains 11072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459152.000000 Penalty: 90934.093750
Iteration 104Q: 27 clusters Score -1.584592e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6345 members 
Mstep: Class 3 contains 7844 members 
Mstep: Class 4 contains 23187 members 
Mstep: Class 5 contains 13804 members 
Mstep: Class 6 contains 38205 members 
Mstep: Class 7 contains 150642 members 
Mstep: Class 8 contains 27199 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16184 members 
Mstep: Class 11 contains 13513 members 
Mstep: Class 12 contains 34366 members 
Mstep: Class 13 contains 31425 members 
Mstep: Class 14 contains 70094 members 
Mstep: Class 15 contains 263570 members 
Mstep: Class 16 contains 130334 members 
Mstep: Class 17 contains 53210 members 
Mstep: Class 18 contains 230598 members 
Mstep: Class 19 contains 11357 members 
Mstep: Class 20 contains 55698 members 
Mstep: Class 21 contains 108093 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7806 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 24902 members 
Mstep: Class 26 contains 11081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459120.000000 Penalty: 90934.093750
Iteration 105Q: 27 clusters Score -1.584591e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6345 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 23181 members 
Mstep: Class 5 contains 13794 members 
Mstep: Class 6 contains 38208 members 
Mstep: Class 7 contains 150637 members 
Mstep: Class 8 contains 27205 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16160 members 
Mstep: Class 11 contains 13513 members 
Mstep: Class 12 contains 34358 members 
Mstep: Class 13 contains 31424 members 
Mstep: Class 14 contains 70086 members 
Mstep: Class 15 contains 263489 members 
Mstep: Class 16 contains 130335 members 
Mstep: Class 17 contains 53242 members 
Mstep: Class 18 contains 230582 members 
Mstep: Class 19 contains 11349 members 
Mstep: Class 20 contains 55698 members 
Mstep: Class 21 contains 108092 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7805 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 25019 members 
Mstep: Class 26 contains 11090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459312.000000 Penalty: 90934.093750
Iteration 106Q: 27 clusters Score -1.584593e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6345 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 23171 members 
Mstep: Class 5 contains 13777 members 
Mstep: Class 6 contains 38208 members 
Mstep: Class 7 contains 150631 members 
Mstep: Class 8 contains 27211 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16145 members 
Mstep: Class 11 contains 13512 members 
Mstep: Class 12 contains 34344 members 
Mstep: Class 13 contains 31423 members 
Mstep: Class 14 contains 70078 members 
Mstep: Class 15 contains 263418 members 
Mstep: Class 16 contains 130345 members 
Mstep: Class 17 contains 53264 members 
Mstep: Class 18 contains 230565 members 
Mstep: Class 19 contains 11347 members 
Mstep: Class 20 contains 55696 members 
Mstep: Class 21 contains 108094 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7805 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 25130 members 
Mstep: Class 26 contains 11101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459360.000000 Penalty: 90934.093750
Iteration 107Q: 27 clusters Score -1.584594e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6346 members 
Mstep: Class 3 contains 7849 members 
Mstep: Class 4 contains 23168 members 
Mstep: Class 5 contains 13762 members 
Mstep: Class 6 contains 38207 members 
Mstep: Class 7 contains 150622 members 
Mstep: Class 8 contains 27214 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16132 members 
Mstep: Class 11 contains 13509 members 
Mstep: Class 12 contains 34333 members 
Mstep: Class 13 contains 31422 members 
Mstep: Class 14 contains 70069 members 
Mstep: Class 15 contains 263333 members 
Mstep: Class 16 contains 130355 members 
Mstep: Class 17 contains 53291 members 
Mstep: Class 18 contains 230552 members 
Mstep: Class 19 contains 11348 members 
Mstep: Class 20 contains 55693 members 
Mstep: Class 21 contains 108093 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7805 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 25242 members 
Mstep: Class 26 contains 11112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459552.000000 Penalty: 90934.093750
Iteration 108Q: 27 clusters Score -1.584596e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6346 members 
Mstep: Class 3 contains 7849 members 
Mstep: Class 4 contains 23165 members 
Mstep: Class 5 contains 13733 members 
Mstep: Class 6 contains 38210 members 
Mstep: Class 7 contains 150618 members 
Mstep: Class 8 contains 27214 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16112 members 
Mstep: Class 11 contains 13503 members 
Mstep: Class 12 contains 34313 members 
Mstep: Class 13 contains 31424 members 
Mstep: Class 14 contains 70062 members 
Mstep: Class 15 contains 263266 members 
Mstep: Class 16 contains 130370 members 
Mstep: Class 17 contains 53329 members 
Mstep: Class 18 contains 230537 members 
Mstep: Class 19 contains 11345 members 
Mstep: Class 20 contains 55695 members 
Mstep: Class 21 contains 108090 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7804 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 25346 members 
Mstep: Class 26 contains 11126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459584.000000 Penalty: 90934.093750
Iteration 109Q: 27 clusters Score -1.584596e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6345 members 
Mstep: Class 3 contains 7850 members 
Mstep: Class 4 contains 23156 members 
Mstep: Class 5 contains 13711 members 
Mstep: Class 6 contains 38210 members 
Mstep: Class 7 contains 150603 members 
Mstep: Class 8 contains 27217 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16094 members 
Mstep: Class 11 contains 13499 members 
Mstep: Class 12 contains 34293 members 
Mstep: Class 13 contains 31425 members 
Mstep: Class 14 contains 70060 members 
Mstep: Class 15 contains 263196 members 
Mstep: Class 16 contains 130386 members 
Mstep: Class 17 contains 53374 members 
Mstep: Class 18 contains 230512 members 
Mstep: Class 19 contains 11343 members 
Mstep: Class 20 contains 55695 members 
Mstep: Class 21 contains 108091 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7804 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 25449 members 
Mstep: Class 26 contains 11144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459520.000000 Penalty: 90934.093750
Iteration 110Q: 27 clusters Score -1.584595e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6344 members 
Mstep: Class 3 contains 7852 members 
Mstep: Class 4 contains 23154 members 
Mstep: Class 5 contains 13686 members 
Mstep: Class 6 contains 38210 members 
Mstep: Class 7 contains 150594 members 
Mstep: Class 8 contains 27222 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16078 members 
Mstep: Class 11 contains 13503 members 
Mstep: Class 12 contains 34261 members 
Mstep: Class 13 contains 31425 members 
Mstep: Class 14 contains 70053 members 
Mstep: Class 15 contains 263128 members 
Mstep: Class 16 contains 130401 members 
Mstep: Class 17 contains 53404 members 
Mstep: Class 18 contains 230493 members 
Mstep: Class 19 contains 11342 members 
Mstep: Class 20 contains 55692 members 
Mstep: Class 21 contains 108090 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7805 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 25556 members 
Mstep: Class 26 contains 11164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459344.000000 Penalty: 90934.093750
Iteration 111Q: 27 clusters Score -1.584593e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6344 members 
Mstep: Class 3 contains 7854 members 
Mstep: Class 4 contains 23155 members 
Mstep: Class 5 contains 13652 members 
Mstep: Class 6 contains 38213 members 
Mstep: Class 7 contains 150580 members 
Mstep: Class 8 contains 27222 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16067 members 
Mstep: Class 11 contains 13504 members 
Mstep: Class 12 contains 34225 members 
Mstep: Class 13 contains 31424 members 
Mstep: Class 14 contains 70053 members 
Mstep: Class 15 contains 263070 members 
Mstep: Class 16 contains 130429 members 
Mstep: Class 17 contains 53428 members 
Mstep: Class 18 contains 230476 members 
Mstep: Class 19 contains 11341 members 
Mstep: Class 20 contains 55689 members 
Mstep: Class 21 contains 108092 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7805 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 25649 members 
Mstep: Class 26 contains 11185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459264.000000 Penalty: 90934.093750
Iteration 112Q: 27 clusters Score -1.584593e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6343 members 
Mstep: Class 3 contains 7853 members 
Mstep: Class 4 contains 23157 members 
Mstep: Class 5 contains 13625 members 
Mstep: Class 6 contains 38216 members 
Mstep: Class 7 contains 150559 members 
Mstep: Class 8 contains 27225 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16057 members 
Mstep: Class 11 contains 13507 members 
Mstep: Class 12 contains 34208 members 
Mstep: Class 13 contains 31424 members 
Mstep: Class 14 contains 70049 members 
Mstep: Class 15 contains 263006 members 
Mstep: Class 16 contains 130451 members 
Mstep: Class 17 contains 53466 members 
Mstep: Class 18 contains 230453 members 
Mstep: Class 19 contains 11341 members 
Mstep: Class 20 contains 55690 members 
Mstep: Class 21 contains 108091 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7807 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 25726 members 
Mstep: Class 26 contains 11203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459344.000000 Penalty: 90934.093750
Iteration 113Q: 27 clusters Score -1.584593e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6342 members 
Mstep: Class 3 contains 7856 members 
Mstep: Class 4 contains 23156 members 
Mstep: Class 5 contains 13605 members 
Mstep: Class 6 contains 38216 members 
Mstep: Class 7 contains 150549 members 
Mstep: Class 8 contains 27225 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16047 members 
Mstep: Class 11 contains 13508 members 
Mstep: Class 12 contains 34195 members 
Mstep: Class 13 contains 31425 members 
Mstep: Class 14 contains 70040 members 
Mstep: Class 15 contains 262956 members 
Mstep: Class 16 contains 130473 members 
Mstep: Class 17 contains 53492 members 
Mstep: Class 18 contains 230422 members 
Mstep: Class 19 contains 11341 members 
Mstep: Class 20 contains 55688 members 
Mstep: Class 21 contains 108091 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7809 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 25801 members 
Mstep: Class 26 contains 11220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459104.000000 Penalty: 90934.093750
Iteration 114Q: 27 clusters Score -1.584591e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6345 members 
Mstep: Class 3 contains 7856 members 
Mstep: Class 4 contains 23156 members 
Mstep: Class 5 contains 13598 members 
Mstep: Class 6 contains 38214 members 
Mstep: Class 7 contains 150541 members 
Mstep: Class 8 contains 27227 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16043 members 
Mstep: Class 11 contains 13506 members 
Mstep: Class 12 contains 34181 members 
Mstep: Class 13 contains 31425 members 
Mstep: Class 14 contains 70036 members 
Mstep: Class 15 contains 262907 members 
Mstep: Class 16 contains 130480 members 
Mstep: Class 17 contains 53519 members 
Mstep: Class 18 contains 230402 members 
Mstep: Class 19 contains 11338 members 
Mstep: Class 20 contains 55690 members 
Mstep: Class 21 contains 108084 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7807 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 25873 members 
Mstep: Class 26 contains 11229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459056.000000 Penalty: 90934.093750
Iteration 115Q: 27 clusters Score -1.584591e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6347 members 
Mstep: Class 3 contains 7855 members 
Mstep: Class 4 contains 23158 members 
Mstep: Class 5 contains 13587 members 
Mstep: Class 6 contains 38214 members 
Mstep: Class 7 contains 150533 members 
Mstep: Class 8 contains 27231 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16034 members 
Mstep: Class 11 contains 13502 members 
Mstep: Class 12 contains 34166 members 
Mstep: Class 13 contains 31425 members 
Mstep: Class 14 contains 70036 members 
Mstep: Class 15 contains 262867 members 
Mstep: Class 16 contains 130485 members 
Mstep: Class 17 contains 53541 members 
Mstep: Class 18 contains 230386 members 
Mstep: Class 19 contains 11340 members 
Mstep: Class 20 contains 55691 members 
Mstep: Class 21 contains 108081 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7805 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 25937 members 
Mstep: Class 26 contains 11236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459280.000000 Penalty: 90934.093750
Iteration 116Q: 27 clusters Score -1.584593e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6346 members 
Mstep: Class 3 contains 7854 members 
Mstep: Class 4 contains 23160 members 
Mstep: Class 5 contains 13582 members 
Mstep: Class 6 contains 38213 members 
Mstep: Class 7 contains 150522 members 
Mstep: Class 8 contains 27231 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16031 members 
Mstep: Class 11 contains 13499 members 
Mstep: Class 12 contains 34146 members 
Mstep: Class 13 contains 31425 members 
Mstep: Class 14 contains 70032 members 
Mstep: Class 15 contains 262839 members 
Mstep: Class 16 contains 130496 members 
Mstep: Class 17 contains 53558 members 
Mstep: Class 18 contains 230378 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 55688 members 
Mstep: Class 21 contains 108081 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7806 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 25990 members 
Mstep: Class 26 contains 11236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459504.000000 Penalty: 90934.093750
Iteration 117Q: 27 clusters Score -1.584595e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6348 members 
Mstep: Class 3 contains 7854 members 
Mstep: Class 4 contains 23160 members 
Mstep: Class 5 contains 13572 members 
Mstep: Class 6 contains 38217 members 
Mstep: Class 7 contains 150512 members 
Mstep: Class 8 contains 27233 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16020 members 
Mstep: Class 11 contains 13495 members 
Mstep: Class 12 contains 34131 members 
Mstep: Class 13 contains 31426 members 
Mstep: Class 14 contains 70026 members 
Mstep: Class 15 contains 262824 members 
Mstep: Class 16 contains 130502 members 
Mstep: Class 17 contains 53582 members 
Mstep: Class 18 contains 230361 members 
Mstep: Class 19 contains 11345 members 
Mstep: Class 20 contains 55685 members 
Mstep: Class 21 contains 108085 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7806 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 26036 members 
Mstep: Class 26 contains 11237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459488.000000 Penalty: 90934.093750
Iteration 118Q: 27 clusters Score -1.584595e+08 nChanged 168
Entering ConstructFrom: 
Score: -158459488.000000 Penalty: 90934.093750
Entering ConstructFrom: 
Trying to split cluster 1 (1253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Entering Unmasked Estep 
Score: -135947.140625 Penalty: 1769.057373
	Iteration 0F: 2 clusters Score -135947.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -133889.375000 Penalty: 3538.114746
	Iteration 0F: 3 clusters Score -133889.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -134319.906250 Penalty: 3538.114746
	Iteration 1F: 3 clusters Score -134319.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -134585.390625 Penalty: 3538.114746
	Iteration 2F: 3 clusters Score -134585.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -134815.453125 Penalty: 3538.114746
	Iteration 3F: 3 clusters Score -134815.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -135033.156250 Penalty: 3538.114746
	Iteration 4F: 3 clusters Score -135033.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -135265.687500 Penalty: 3538.114746
	Iteration 5F: 3 clusters Score -135265.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -135433.937500 Penalty: 3538.114746
	Iteration 6Q: 3 clusters Score -135433.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -135666.156250 Penalty: 3538.114746
	Iteration 7Q: 3 clusters Score -135666.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -136199.031250 Penalty: 3538.114746
	Iteration 8Q: 3 clusters Score -136199 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -136928.609375 Penalty: 3538.114746
	Iteration 9Q: 3 clusters Score -136928.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -137197.218750 Penalty: 3538.114746
	Iteration 10Q: 3 clusters Score -137197.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -137541.812500 Penalty: 3538.114746
	Iteration 11Q: 3 clusters Score -137541.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -137762.406250 Penalty: 3538.114746
	Iteration 12Q: 3 clusters Score -137762.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -137787.078125 Penalty: 3538.114746
	Iteration 13Q: 3 clusters Score -137787.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -137801.078125 Penalty: 3538.114746
	Iteration 14Q: 3 clusters Score -137801.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -137805.796875 Penalty: 3538.114746
	Iteration 15Q: 3 clusters Score -137805.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -137809.640625 Penalty: 3538.114746
	Iteration 16Q: 3 clusters Score -137809.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -137814.968750 Penalty: 3538.114746
	Iteration 17Q: 3 clusters Score -137815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -137819.406250 Penalty: 3538.114746
	Iteration 18Q: 3 clusters Score -137819.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -137832.125000 Penalty: 3538.114746
	Iteration 19Q: 3 clusters Score -137832.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -137843.921875 Penalty: 3538.114746
	Iteration 20F: 3 clusters Score -137843.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -137849.078125 Penalty: 3538.114746
	Iteration 21Q: 3 clusters Score -137849.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -137870.093750 Penalty: 3538.114746
	Iteration 22Q: 3 clusters Score -137870.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -137896.156250 Penalty: 3538.114746
	Iteration 23Q: 3 clusters Score -137896.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -137903.531250 Penalty: 3538.114746
	Iteration 24Q: 3 clusters Score -137903.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -137904.640625 Penalty: 3538.114746
	Iteration 25Q: 3 clusters Score -137904.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -137906.500000 Penalty: 3538.114746
	Iteration 26Q: 3 clusters Score -137906.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -137907.546875 Penalty: 3538.114746
	Iteration 27Q: 3 clusters Score -137907.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -137907.546875 Penalty: 3538.114746
	Iteration 28F: 3 clusters Score -137907.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6347 members 
Mstep: Class 3 contains 7857 members 
Mstep: Class 4 contains 23160 members 
Mstep: Class 5 contains 13564 members 
Mstep: Class 6 contains 38216 members 
Mstep: Class 7 contains 150503 members 
Mstep: Class 8 contains 27236 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16008 members 
Mstep: Class 11 contains 13492 members 
Mstep: Class 12 contains 34122 members 
Mstep: Class 13 contains 31426 members 
Mstep: Class 14 contains 70023 members 
Mstep: Class 15 contains 262800 members 
Mstep: Class 16 contains 130503 members 
Mstep: Class 17 contains 53606 members 
Mstep: Class 18 contains 230347 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 55691 members 
Mstep: Class 21 contains 108084 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 7805 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 26085 members 
Mstep: Class 26 contains 11238 members 
Mstep: Class 27 contains 756 members 
Entering Unmasked Estep 
Score: -158459840.000000 Penalty: 94431.562500
Splitting cluster 1 changes total score from -158459488.000000 to -158459840.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 2 (6347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Entering Unmasked Estep 
Score: -732065.750000 Penalty: 2171.422852
	Iteration 0F: 2 clusters Score -732065.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -726639.625000 Penalty: 4342.845703
	Iteration 0F: 3 clusters Score -726639.6 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -728020.750000 Penalty: 4342.845703
	Iteration 1F: 3 clusters Score -728020.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -728233.125000 Penalty: 4342.845703
	Iteration 2F: 3 clusters Score -728233.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -728388.812500 Penalty: 4342.845703
	Iteration 3Q: 3 clusters Score -728388.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -728528.875000 Penalty: 4342.845703
	Iteration 4Q: 3 clusters Score -728528.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -728646.375000 Penalty: 4342.845703
	Iteration 5Q: 3 clusters Score -728646.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -728754.625000 Penalty: 4342.845703
	Iteration 6Q: 3 clusters Score -728754.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -728868.500000 Penalty: 4342.845703
	Iteration 7Q: 3 clusters Score -728868.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -728977.375000 Penalty: 4342.845703
	Iteration 8Q: 3 clusters Score -728977.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -729079.375000 Penalty: 4342.845703
	Iteration 9Q: 3 clusters Score -729079.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -729180.937500 Penalty: 4342.845703
	Iteration 10Q: 3 clusters Score -729180.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -729270.812500 Penalty: 4342.845703
	Iteration 11Q: 3 clusters Score -729270.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -729370.250000 Penalty: 4342.845703
	Iteration 12Q: 3 clusters Score -729370.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -729464.250000 Penalty: 4342.845703
	Iteration 13Q: 3 clusters Score -729464.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -729559.625000 Penalty: 4342.845703
	Iteration 14Q: 3 clusters Score -729559.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -729649.187500 Penalty: 4342.845703
	Iteration 15Q: 3 clusters Score -729649.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -729743.812500 Penalty: 4342.845703
	Iteration 16Q: 3 clusters Score -729743.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -729835.312500 Penalty: 4342.845703
	Iteration 17Q: 3 clusters Score -729835.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -729920.500000 Penalty: 4342.845703
	Iteration 18Q: 3 clusters Score -729920.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -729977.312500 Penalty: 4342.845703
	Iteration 19Q: 3 clusters Score -729977.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -730025.562500 Penalty: 4342.845703
	Iteration 20F: 3 clusters Score -730025.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -730054.562500 Penalty: 4342.845703
	Iteration 21Q: 3 clusters Score -730054.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -730071.062500 Penalty: 4342.845703
	Iteration 22Q: 3 clusters Score -730071.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -730091.875000 Penalty: 4342.845703
	Iteration 23Q: 3 clusters Score -730091.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -730107.812500 Penalty: 4342.845703
	Iteration 24Q: 3 clusters Score -730107.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -730122.062500 Penalty: 4342.845703
	Iteration 25Q: 3 clusters Score -730122.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -730138.000000 Penalty: 4342.845703
	Iteration 26Q: 3 clusters Score -730138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -730151.937500 Penalty: 4342.845703
	Iteration 27Q: 3 clusters Score -730151.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -730164.500000 Penalty: 4342.845703
	Iteration 28Q: 3 clusters Score -730164.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -730175.812500 Penalty: 4342.845703
	Iteration 29Q: 3 clusters Score -730175.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -730186.187500 Penalty: 4342.845703
	Iteration 30Q: 3 clusters Score -730186.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -730193.687500 Penalty: 4342.845703
	Iteration 31Q: 3 clusters Score -730193.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -730198.187500 Penalty: 4342.845703
	Iteration 32Q: 3 clusters Score -730198.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -730201.125000 Penalty: 4342.845703
	Iteration 33Q: 3 clusters Score -730201.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -730202.312500 Penalty: 4342.845703
	Iteration 34Q: 3 clusters Score -730202.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -730204.500000 Penalty: 4342.845703
	Iteration 35Q: 3 clusters Score -730204.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -730208.625000 Penalty: 4342.845703
	Iteration 36Q: 3 clusters Score -730208.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -730213.187500 Penalty: 4342.845703
	Iteration 37Q: 3 clusters Score -730213.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -730215.562500 Penalty: 4342.845703
	Iteration 38Q: 3 clusters Score -730215.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -730216.312500 Penalty: 4342.845703
	Iteration 39Q: 3 clusters Score -730216.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -730216.312500 Penalty: 4342.845703
	Iteration 40F: 3 clusters Score -730216.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Entering Unmasked Estep 
Score: -958036.687500 Penalty: 2224.351807
	Iteration 0F: 2 clusters Score -958036.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -951646.750000 Penalty: 4448.703613
	Iteration 0F: 3 clusters Score -951646.8 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -953366.500000 Penalty: 4448.703613
	Iteration 1F: 3 clusters Score -953366.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -953613.312500 Penalty: 4448.703613
	Iteration 2F: 3 clusters Score -953613.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -953781.562500 Penalty: 4448.703613
	Iteration 3Q: 3 clusters Score -953781.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -953895.625000 Penalty: 4448.703613
	Iteration 4Q: 3 clusters Score -953895.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -953998.250000 Penalty: 4448.703613
	Iteration 5Q: 3 clusters Score -953998.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -954091.000000 Penalty: 4448.703613
	Iteration 6Q: 3 clusters Score -954091 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -954179.625000 Penalty: 4448.703613
	Iteration 7Q: 3 clusters Score -954179.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -954248.750000 Penalty: 4448.703613
	Iteration 8Q: 3 clusters Score -954248.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -954341.562500 Penalty: 4448.703613
	Iteration 9Q: 3 clusters Score -954341.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -954426.937500 Penalty: 4448.703613
	Iteration 10Q: 3 clusters Score -954426.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -954505.937500 Penalty: 4448.703613
	Iteration 11Q: 3 clusters Score -954505.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -954604.375000 Penalty: 4448.703613
	Iteration 12Q: 3 clusters Score -954604.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -954718.375000 Penalty: 4448.703613
	Iteration 13Q: 3 clusters Score -954718.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -954848.000000 Penalty: 4448.703613
	Iteration 14Q: 3 clusters Score -954848 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -955008.437500 Penalty: 4448.703613
	Iteration 15Q: 3 clusters Score -955008.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -955167.625000 Penalty: 4448.703613
	Iteration 16Q: 3 clusters Score -955167.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -955323.000000 Penalty: 4448.703613
	Iteration 17Q: 3 clusters Score -955323 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -955464.000000 Penalty: 4448.703613
	Iteration 18Q: 3 clusters Score -955464 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -955593.125000 Penalty: 4448.703613
	Iteration 19Q: 3 clusters Score -955593.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -955714.562500 Penalty: 4448.703613
	Iteration 20F: 3 clusters Score -955714.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -955804.312500 Penalty: 4448.703613
	Iteration 21Q: 3 clusters Score -955804.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -955863.750000 Penalty: 4448.703613
	Iteration 22Q: 3 clusters Score -955863.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -955915.000000 Penalty: 4448.703613
	Iteration 23Q: 3 clusters Score -955915 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -955964.500000 Penalty: 4448.703613
	Iteration 24Q: 3 clusters Score -955964.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -955998.187500 Penalty: 4448.703613
	Iteration 25Q: 3 clusters Score -955998.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -956027.187500 Penalty: 4448.703613
	Iteration 26Q: 3 clusters Score -956027.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -956039.750000 Penalty: 4448.703613
	Iteration 27Q: 3 clusters Score -956039.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -956051.312500 Penalty: 4448.703613
	Iteration 28Q: 3 clusters Score -956051.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -956059.062500 Penalty: 4448.703613
	Iteration 29Q: 3 clusters Score -956059.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -956063.875000 Penalty: 4448.703613
	Iteration 30Q: 3 clusters Score -956063.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -956070.937500 Penalty: 4448.703613
	Iteration 31Q: 3 clusters Score -956070.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -956081.000000 Penalty: 4448.703613
	Iteration 32Q: 3 clusters Score -956081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -956091.375000 Penalty: 4448.703613
	Iteration 33Q: 3 clusters Score -956091.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -956097.750000 Penalty: 4448.703613
	Iteration 34Q: 3 clusters Score -956097.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -956103.687500 Penalty: 4448.703613
	Iteration 35Q: 3 clusters Score -956103.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -956110.000000 Penalty: 4448.703613
	Iteration 36Q: 3 clusters Score -956110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -956110.187500 Penalty: 4448.703613
	Iteration 37Q: 3 clusters Score -956110.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -956116.250000 Penalty: 4448.703613
	Iteration 38Q: 3 clusters Score -956116.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -956121.500000 Penalty: 4448.703613
	Iteration 39Q: 3 clusters Score -956121.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -956126.812500 Penalty: 4448.703613
	Iteration 40F: 3 clusters Score -956126.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -956131.187500 Penalty: 4448.703613
	Iteration 41Q: 3 clusters Score -956131.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -956142.187500 Penalty: 4448.703613
	Iteration 42Q: 3 clusters Score -956142.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -956148.125000 Penalty: 4448.703613
	Iteration 43Q: 3 clusters Score -956148.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -956154.687500 Penalty: 4448.703613
	Iteration 44Q: 3 clusters Score -956154.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -956159.187500 Penalty: 4448.703613
	Iteration 45Q: 3 clusters Score -956159.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -956160.187500 Penalty: 4448.703613
	Iteration 46Q: 3 clusters Score -956160.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -956161.250000 Penalty: 4448.703613
	Iteration 47Q: 3 clusters Score -956161.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -956161.875000 Penalty: 4448.703613
	Iteration 48Q: 3 clusters Score -956161.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -956163.312500 Penalty: 4448.703613
	Iteration 49Q: 3 clusters Score -956163.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -956164.062500 Penalty: 4448.703613
	Iteration 50Q: 3 clusters Score -956164.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -956166.187500 Penalty: 4448.703613
	Iteration 51Q: 3 clusters Score -956166.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -956166.187500 Penalty: 4448.703613
	Iteration 52F: 3 clusters Score -956166.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Entering Unmasked Estep 
Score: -2804524.000000 Penalty: 2492.445312
	Iteration 0F: 2 clusters Score -2804524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2788356.250000 Penalty: 4984.890625
	Iteration 0F: 3 clusters Score -2788356 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2793941.250000 Penalty: 4984.890625
	Iteration 1F: 3 clusters Score -2793941 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2794428.750000 Penalty: 4984.890625
	Iteration 2F: 3 clusters Score -2794429 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2794856.250000 Penalty: 4984.890625
	Iteration 3Q: 3 clusters Score -2794856 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2795242.250000 Penalty: 4984.890625
	Iteration 4Q: 3 clusters Score -2795242 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2795605.500000 Penalty: 4984.890625
	Iteration 5Q: 3 clusters Score -2795606 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2795926.000000 Penalty: 4984.890625
	Iteration 6Q: 3 clusters Score -2795926 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2796344.500000 Penalty: 4984.890625
	Iteration 7Q: 3 clusters Score -2796344 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2796863.000000 Penalty: 4984.890625
	Iteration 8Q: 3 clusters Score -2796863 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2797430.750000 Penalty: 4984.890625
	Iteration 9Q: 3 clusters Score -2797431 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2798116.000000 Penalty: 4984.890625
	Iteration 10Q: 3 clusters Score -2798116 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2798766.500000 Penalty: 4984.890625
	Iteration 11F: 3 clusters Score -2798766 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2799381.250000 Penalty: 4984.890625
	Iteration 12Q: 3 clusters Score -2799381 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2799892.000000 Penalty: 4984.890625
	Iteration 13Q: 3 clusters Score -2799892 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2800372.750000 Penalty: 4984.890625
	Iteration 14Q: 3 clusters Score -2800373 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2800798.500000 Penalty: 4984.890625
	Iteration 15Q: 3 clusters Score -2800798 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2801157.750000 Penalty: 4984.890625
	Iteration 16Q: 3 clusters Score -2801158 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2801431.500000 Penalty: 4984.890625
	Iteration 17Q: 3 clusters Score -2801432 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2801640.500000 Penalty: 4984.890625
	Iteration 18Q: 3 clusters Score -2801640 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2801821.750000 Penalty: 4984.890625
	Iteration 19Q: 3 clusters Score -2801822 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2801954.000000 Penalty: 4984.890625
	Iteration 20F: 3 clusters Score -2801954 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2802045.250000 Penalty: 4984.890625
	Iteration 21Q: 3 clusters Score -2802045 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2802127.000000 Penalty: 4984.890625
	Iteration 22Q: 3 clusters Score -2802127 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2802203.250000 Penalty: 4984.890625
	Iteration 23Q: 3 clusters Score -2802203 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2802266.250000 Penalty: 4984.890625
	Iteration 24Q: 3 clusters Score -2802266 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2802295.250000 Penalty: 4984.890625
	Iteration 25Q: 3 clusters Score -2802295 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2802325.000000 Penalty: 4984.890625
	Iteration 26Q: 3 clusters Score -2802325 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2802345.750000 Penalty: 4984.890625
	Iteration 27Q: 3 clusters Score -2802346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2802363.500000 Penalty: 4984.890625
	Iteration 28Q: 3 clusters Score -2802364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2802379.500000 Penalty: 4984.890625
	Iteration 29Q: 3 clusters Score -2802380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2802391.500000 Penalty: 4984.890625
	Iteration 30Q: 3 clusters Score -2802392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2802410.000000 Penalty: 4984.890625
	Iteration 31Q: 3 clusters Score -2802410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2802423.750000 Penalty: 4984.890625
	Iteration 32Q: 3 clusters Score -2802424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2802427.250000 Penalty: 4984.890625
	Iteration 33Q: 3 clusters Score -2802427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2802432.750000 Penalty: 4984.890625
	Iteration 34Q: 3 clusters Score -2802433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2802434.000000 Penalty: 4984.890625
	Iteration 35Q: 3 clusters Score -2802434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2802441.000000 Penalty: 4984.890625
	Iteration 36Q: 3 clusters Score -2802441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2802440.500000 Penalty: 4984.890625
	Iteration 37Q: 3 clusters Score -2802440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2802442.000000 Penalty: 4984.890625
	Iteration 38Q: 3 clusters Score -2802442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2802444.500000 Penalty: 4984.890625
	Iteration 39Q: 3 clusters Score -2802444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2802450.000000 Penalty: 4984.890625
	Iteration 40F: 3 clusters Score -2802450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2802457.250000 Penalty: 4984.890625
	Iteration 41Q: 3 clusters Score -2802457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2802459.000000 Penalty: 4984.890625
	Iteration 42Q: 3 clusters Score -2802459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2802461.500000 Penalty: 4984.890625
	Iteration 43Q: 3 clusters Score -2802462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2802465.750000 Penalty: 4984.890625
	Iteration 44Q: 3 clusters Score -2802466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2802467.250000 Penalty: 4984.890625
	Iteration 45Q: 3 clusters Score -2802467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2802467.750000 Penalty: 4984.890625
	Iteration 46Q: 3 clusters Score -2802468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2802467.250000 Penalty: 4984.890625
	Iteration 47Q: 3 clusters Score -2802467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2802467.750000 Penalty: 4984.890625
	Iteration 48Q: 3 clusters Score -2802468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2802466.250000 Penalty: 4984.890625
	Iteration 49Q: 3 clusters Score -2802466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2802466.250000 Penalty: 4984.890625
	Iteration 50F: 3 clusters Score -2802466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Entering Unmasked Estep 
Score: -1555562.875000 Penalty: 2359.763428
	Iteration 0F: 2 clusters Score -1555563 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 6789 members 
Entering Unmasked Estep 
Score: -1545640.750000 Penalty: 4719.526855
	Iteration 0F: 3 clusters Score -1545641 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1548775.750000 Penalty: 4719.526855
	Iteration 1F: 3 clusters Score -1548776 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1549187.875000 Penalty: 4719.526855
	Iteration 2F: 3 clusters Score -1549188 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1549493.625000 Penalty: 4719.526855
	Iteration 3F: 3 clusters Score -1549494 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1549769.000000 Penalty: 4719.526855
	Iteration 4Q: 3 clusters Score -1549769 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1549989.125000 Penalty: 4719.526855
	Iteration 5Q: 3 clusters Score -1549989 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1550176.750000 Penalty: 4719.526855
	Iteration 6Q: 3 clusters Score -1550177 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1550372.250000 Penalty: 4719.526855
	Iteration 7Q: 3 clusters Score -1550372 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1550534.875000 Penalty: 4719.526855
	Iteration 8Q: 3 clusters Score -1550535 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1550685.875000 Penalty: 4719.526855
	Iteration 9Q: 3 clusters Score -1550686 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1550849.500000 Penalty: 4719.526855
	Iteration 10Q: 3 clusters Score -1550850 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1551069.500000 Penalty: 4719.526855
	Iteration 11Q: 3 clusters Score -1551070 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1551315.625000 Penalty: 4719.526855
	Iteration 12Q: 3 clusters Score -1551316 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1551597.875000 Penalty: 4719.526855
	Iteration 13Q: 3 clusters Score -1551598 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1551908.125000 Penalty: 4719.526855
	Iteration 14Q: 3 clusters Score -1551908 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1552176.875000 Penalty: 4719.526855
	Iteration 15Q: 3 clusters Score -1552177 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1552421.125000 Penalty: 4719.526855
	Iteration 16Q: 3 clusters Score -1552421 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1552598.750000 Penalty: 4719.526855
	Iteration 17Q: 3 clusters Score -1552599 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1552718.000000 Penalty: 4719.526855
	Iteration 18Q: 3 clusters Score -1552718 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1552791.750000 Penalty: 4719.526855
	Iteration 19Q: 3 clusters Score -1552792 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1552844.375000 Penalty: 4719.526855
	Iteration 20F: 3 clusters Score -1552844 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1552877.375000 Penalty: 4719.526855
	Iteration 21Q: 3 clusters Score -1552877 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1552915.000000 Penalty: 4719.526855
	Iteration 22Q: 3 clusters Score -1552915 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1552933.625000 Penalty: 4719.526855
	Iteration 23Q: 3 clusters Score -1552934 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1552950.750000 Penalty: 4719.526855
	Iteration 24Q: 3 clusters Score -1552951 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1552979.000000 Penalty: 4719.526855
	Iteration 25Q: 3 clusters Score -1552979 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1552992.375000 Penalty: 4719.526855
	Iteration 26Q: 3 clusters Score -1552992 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1553005.000000 Penalty: 4719.526855
	Iteration 27Q: 3 clusters Score -1553005 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1553014.125000 Penalty: 4719.526855
	Iteration 28Q: 3 clusters Score -1553014 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1553026.625000 Penalty: 4719.526855
	Iteration 29Q: 3 clusters Score -1553027 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1553035.500000 Penalty: 4719.526855
	Iteration 30Q: 3 clusters Score -1553036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1553044.750000 Penalty: 4719.526855
	Iteration 31Q: 3 clusters Score -1553045 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1553046.500000 Penalty: 4719.526855
	Iteration 32Q: 3 clusters Score -1553046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1553056.875000 Penalty: 4719.526855
	Iteration 33Q: 3 clusters Score -1553057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1553062.000000 Penalty: 4719.526855
	Iteration 34Q: 3 clusters Score -1553062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1553069.750000 Penalty: 4719.526855
	Iteration 35Q: 3 clusters Score -1553070 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1553073.250000 Penalty: 4719.526855
	Iteration 36Q: 3 clusters Score -1553073 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1553072.375000 Penalty: 4719.526855
	Iteration 37Q: 3 clusters Score -1553072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1553078.500000 Penalty: 4719.526855
	Iteration 38Q: 3 clusters Score -1553078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1553082.875000 Penalty: 4719.526855
	Iteration 39Q: 3 clusters Score -1553083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1553091.250000 Penalty: 4719.526855
	Iteration 40F: 3 clusters Score -1553091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1553091.875000 Penalty: 4719.526855
	Iteration 41Q: 3 clusters Score -1553092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1553091.750000 Penalty: 4719.526855
	Iteration 42Q: 3 clusters Score -1553092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1553092.750000 Penalty: 4719.526855
	Iteration 43Q: 3 clusters Score -1553093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1553091.125000 Penalty: 4719.526855
	Iteration 44Q: 3 clusters Score -1553091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1553091.125000 Penalty: 4719.526855
	Iteration 45Q: 3 clusters Score -1553091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1553092.500000 Penalty: 4719.526855
	Iteration 46Q: 3 clusters Score -1553092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1553096.250000 Penalty: 4719.526855
	Iteration 47Q: 3 clusters Score -1553096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1553100.125000 Penalty: 4719.526855
	Iteration 48Q: 3 clusters Score -1553100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1553099.500000 Penalty: 4719.526855
	Iteration 49Q: 3 clusters Score -1553100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1553098.750000 Penalty: 4719.526855
	Iteration 50Q: 3 clusters Score -1553099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1553095.375000 Penalty: 4719.526855
	Iteration 51Q: 3 clusters Score -1553095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1553097.750000 Penalty: 4719.526855
	Iteration 52Q: 3 clusters Score -1553098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1553101.625000 Penalty: 4719.526855
	Iteration 53Q: 3 clusters Score -1553102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1553098.750000 Penalty: 4719.526855
	Iteration 54Q: 3 clusters Score -1553099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1553101.250000 Penalty: 4719.526855
	Iteration 55Q: 3 clusters Score -1553101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1553099.375000 Penalty: 4719.526855
	Iteration 56Q: 3 clusters Score -1553099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1553099.375000 Penalty: 4719.526855
	Iteration 57F: 3 clusters Score -1553099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Entering Unmasked Estep 
Score: -4679886.500000 Penalty: 2616.650391
	Iteration 0F: 2 clusters Score -4679886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -4654109.000000 Penalty: 5233.300781
	Iteration 0F: 3 clusters Score -4654109 nChanged 17485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -4663789.000000 Penalty: 5233.300781
	Iteration 1F: 3 clusters Score -4663789 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -4664404.000000 Penalty: 5233.300781
	Iteration 2Q: 3 clusters Score -4664404 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -4665064.500000 Penalty: 5233.300781
	Iteration 3Q: 3 clusters Score -4665064 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -4665798.500000 Penalty: 5233.300781
	Iteration 4Q: 3 clusters Score -4665798 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -4666660.000000 Penalty: 5233.300781
	Iteration 5Q: 3 clusters Score -4666660 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -4667743.000000 Penalty: 5233.300781
	Iteration 6Q: 3 clusters Score -4667743 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -4669023.500000 Penalty: 5233.300781
	Iteration 7F: 3 clusters Score -4669024 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -4670334.000000 Penalty: 5233.300781
	Iteration 8F: 3 clusters Score -4670334 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -4671573.500000 Penalty: 5233.300781
	Iteration 9Q: 3 clusters Score -4671574 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -4672758.500000 Penalty: 5233.300781
	Iteration 10Q: 3 clusters Score -4672758 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -4673806.000000 Penalty: 5233.300781
	Iteration 11Q: 3 clusters Score -4673806 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -4674697.500000 Penalty: 5233.300781
	Iteration 12Q: 3 clusters Score -4674698 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -4675388.000000 Penalty: 5233.300781
	Iteration 13Q: 3 clusters Score -4675388 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -4675924.000000 Penalty: 5233.300781
	Iteration 14Q: 3 clusters Score -4675924 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -4676378.500000 Penalty: 5233.300781
	Iteration 15Q: 3 clusters Score -4676378 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -4676750.000000 Penalty: 5233.300781
	Iteration 16Q: 3 clusters Score -4676750 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -4677025.000000 Penalty: 5233.300781
	Iteration 17Q: 3 clusters Score -4677025 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -4677268.500000 Penalty: 5233.300781
	Iteration 18Q: 3 clusters Score -4677268 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -4677471.000000 Penalty: 5233.300781
	Iteration 19Q: 3 clusters Score -4677471 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -4677605.000000 Penalty: 5233.300781
	Iteration 20F: 3 clusters Score -4677605 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -4677702.000000 Penalty: 5233.300781
	Iteration 21Q: 3 clusters Score -4677702 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -4677792.500000 Penalty: 5233.300781
	Iteration 22Q: 3 clusters Score -4677792 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -4677858.000000 Penalty: 5233.300781
	Iteration 23Q: 3 clusters Score -4677858 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -4677904.000000 Penalty: 5233.300781
	Iteration 24Q: 3 clusters Score -4677904 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -4677938.000000 Penalty: 5233.300781
	Iteration 25Q: 3 clusters Score -4677938 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -4677980.500000 Penalty: 5233.300781
	Iteration 26Q: 3 clusters Score -4677980 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -4678001.500000 Penalty: 5233.300781
	Iteration 27Q: 3 clusters Score -4678002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -4677995.000000 Penalty: 5233.300781
	Iteration 28Q: 3 clusters Score -4677995 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -4678018.000000 Penalty: 5233.300781
	Iteration 29Q: 3 clusters Score -4678018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -4678021.000000 Penalty: 5233.300781
	Iteration 30Q: 3 clusters Score -4678021 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -4678030.500000 Penalty: 5233.300781
	Iteration 31Q: 3 clusters Score -4678030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -4678051.000000 Penalty: 5233.300781
	Iteration 32Q: 3 clusters Score -4678051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -4678059.000000 Penalty: 5233.300781
	Iteration 33Q: 3 clusters Score -4678059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -4678066.000000 Penalty: 5233.300781
	Iteration 34Q: 3 clusters Score -4678066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -4678077.000000 Penalty: 5233.300781
	Iteration 35Q: 3 clusters Score -4678077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -4678085.000000 Penalty: 5233.300781
	Iteration 36Q: 3 clusters Score -4678085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -4678083.500000 Penalty: 5233.300781
	Iteration 37Q: 3 clusters Score -4678084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -4678086.500000 Penalty: 5233.300781
	Iteration 38Q: 3 clusters Score -4678086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -4678084.500000 Penalty: 5233.300781
	Iteration 39Q: 3 clusters Score -4678084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -4678087.000000 Penalty: 5233.300781
	Iteration 40F: 3 clusters Score -4678087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -4678089.000000 Penalty: 5233.300781
	Iteration 41Q: 3 clusters Score -4678089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -4678089.000000 Penalty: 5233.300781
	Iteration 42Q: 3 clusters Score -4678089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -4678089.000000 Penalty: 5233.300781
	Iteration 43F: 3 clusters Score -4678089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (150503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150503 members 
Entering Unmasked Estep 
Score: -18258796.000000 Penalty: 2956.591064
	Iteration 0F: 2 clusters Score -1.82588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75385 members 
Mstep: Class 2 contains 75118 members 
Entering Unmasked Estep 
Score: -18157840.000000 Penalty: 5913.182129
	Iteration 0F: 3 clusters Score -1.815784e+07 nChanged 72218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78193 members 
Mstep: Class 2 contains 72310 members 
Entering Unmasked Estep 
Score: -18199584.000000 Penalty: 5913.182129
	Iteration 1F: 3 clusters Score -1.819958e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80067 members 
Mstep: Class 2 contains 70436 members 
Entering Unmasked Estep 
Score: -18200848.000000 Penalty: 5913.182129
	Iteration 2Q: 3 clusters Score -1.820085e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82771 members 
Mstep: Class 2 contains 67732 members 
Entering Unmasked Estep 
Score: -18202744.000000 Penalty: 5913.182129
	Iteration 3Q: 3 clusters Score -1.820274e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86767 members 
Mstep: Class 2 contains 63736 members 
Entering Unmasked Estep 
Score: -18205506.000000 Penalty: 5913.182129
	Iteration 4Q: 3 clusters Score -1.820551e+07 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92359 members 
Mstep: Class 2 contains 58144 members 
Entering Unmasked Estep 
Score: -18209504.000000 Penalty: 5913.182129
	Iteration 5F: 3 clusters Score -1.82095e+07 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99878 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -18215246.000000 Penalty: 5913.182129
	Iteration 6F: 3 clusters Score -1.821525e+07 nChanged 10688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108952 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -18222748.000000 Penalty: 5913.182129
	Iteration 7F: 3 clusters Score -1.822275e+07 nChanged 10558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118550 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -18230916.000000 Penalty: 5913.182129
	Iteration 8F: 3 clusters Score -1.823092e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127594 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -18238780.000000 Penalty: 5913.182129
	Iteration 9F: 3 clusters Score -1.823878e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135001 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -18245194.000000 Penalty: 5913.182129
	Iteration 10Q: 3 clusters Score -1.824519e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140349 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -18249816.000000 Penalty: 5913.182129
	Iteration 11Q: 3 clusters Score -1.824982e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143796 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -18252712.000000 Penalty: 5913.182129
	Iteration 12Q: 3 clusters Score -1.825271e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145751 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -18254346.000000 Penalty: 5913.182129
	Iteration 13Q: 3 clusters Score -1.825435e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146830 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -18255386.000000 Penalty: 5913.182129
	Iteration 14Q: 3 clusters Score -1.825539e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147375 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -18256078.000000 Penalty: 5913.182129
	Iteration 15Q: 3 clusters Score -1.825608e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147640 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -18256442.000000 Penalty: 5913.182129
	Iteration 16Q: 3 clusters Score -1.825644e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147788 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -18256686.000000 Penalty: 5913.182129
	Iteration 17Q: 3 clusters Score -1.825669e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147870 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -18256792.000000 Penalty: 5913.182129
	Iteration 18Q: 3 clusters Score -1.825679e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147928 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -18256822.000000 Penalty: 5913.182129
	Iteration 19Q: 3 clusters Score -1.825682e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147940 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -18256862.000000 Penalty: 5913.182129
	Iteration 20F: 3 clusters Score -1.825686e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147959 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -18256834.000000 Penalty: 5913.182129
	Iteration 21Q: 3 clusters Score -1.825683e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147972 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -18256870.000000 Penalty: 5913.182129
	Iteration 22Q: 3 clusters Score -1.825687e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147975 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -18256904.000000 Penalty: 5913.182129
	Iteration 23Q: 3 clusters Score -1.82569e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147982 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -18256872.000000 Penalty: 5913.182129
	Iteration 24Q: 3 clusters Score -1.825687e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147998 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -18256876.000000 Penalty: 5913.182129
	Iteration 25Q: 3 clusters Score -1.825688e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148004 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -18256892.000000 Penalty: 5913.182129
	Iteration 26Q: 3 clusters Score -1.825689e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147995 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -18256894.000000 Penalty: 5913.182129
	Iteration 27Q: 3 clusters Score -1.825689e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148001 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -18256900.000000 Penalty: 5913.182129
	Iteration 28Q: 3 clusters Score -1.82569e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148011 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -18256882.000000 Penalty: 5913.182129
	Iteration 29Q: 3 clusters Score -1.825688e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148019 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -18256894.000000 Penalty: 5913.182129
	Iteration 30Q: 3 clusters Score -1.825689e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148024 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -18256916.000000 Penalty: 5913.182129
	Iteration 31Q: 3 clusters Score -1.825692e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148030 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -18256912.000000 Penalty: 5913.182129
	Iteration 32Q: 3 clusters Score -1.825691e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148036 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -18256892.000000 Penalty: 5913.182129
	Iteration 33Q: 3 clusters Score -1.825689e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148044 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -18256894.000000 Penalty: 5913.182129
	Iteration 34Q: 3 clusters Score -1.825689e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148052 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -18256912.000000 Penalty: 5913.182129
	Iteration 35Q: 3 clusters Score -1.825691e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148066 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -18256900.000000 Penalty: 5913.182129
	Iteration 36Q: 3 clusters Score -1.82569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148074 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -18256922.000000 Penalty: 5913.182129
	Iteration 37Q: 3 clusters Score -1.825692e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148079 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -18256908.000000 Penalty: 5913.182129
	Iteration 38Q: 3 clusters Score -1.825691e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148090 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -18256930.000000 Penalty: 5913.182129
	Iteration 39Q: 3 clusters Score -1.825693e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148102 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -18256916.000000 Penalty: 5913.182129
	Iteration 40F: 3 clusters Score -1.825692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148110 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -18256922.000000 Penalty: 5913.182129
	Iteration 41Q: 3 clusters Score -1.825692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148117 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -18256912.000000 Penalty: 5913.182129
	Iteration 42Q: 3 clusters Score -1.825691e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148129 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -18256908.000000 Penalty: 5913.182129
	Iteration 43Q: 3 clusters Score -1.825691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148134 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -18256922.000000 Penalty: 5913.182129
	Iteration 44Q: 3 clusters Score -1.825692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148140 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -18256942.000000 Penalty: 5913.182129
	Iteration 45Q: 3 clusters Score -1.825694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148143 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -18256946.000000 Penalty: 5913.182129
	Iteration 46Q: 3 clusters Score -1.825695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148148 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -18256944.000000 Penalty: 5913.182129
	Iteration 47Q: 3 clusters Score -1.825694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148151 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -18256930.000000 Penalty: 5913.182129
	Iteration 48Q: 3 clusters Score -1.825693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148152 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -18256916.000000 Penalty: 5913.182129
	Iteration 49Q: 3 clusters Score -1.825692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148152 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -18256918.000000 Penalty: 5913.182129
	Iteration 50Q: 3 clusters Score -1.825692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148155 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -18256932.000000 Penalty: 5913.182129
	Iteration 51Q: 3 clusters Score -1.825693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148157 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -18256936.000000 Penalty: 5913.182129
	Iteration 52Q: 3 clusters Score -1.825694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148160 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -18256934.000000 Penalty: 5913.182129
	Iteration 53Q: 3 clusters Score -1.825693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148160 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -18256934.000000 Penalty: 5913.182129
	Iteration 54Q: 3 clusters Score -1.825693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148161 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -18256930.000000 Penalty: 5913.182129
	Iteration 55Q: 3 clusters Score -1.825693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148162 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -18256928.000000 Penalty: 5913.182129
	Iteration 56Q: 3 clusters Score -1.825693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148162 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -18256928.000000 Penalty: 5913.182129
	Iteration 57F: 3 clusters Score -1.825693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Entering Unmasked Estep 
Score: -3331986.000000 Penalty: 2532.649170
	Iteration 0F: 2 clusters Score -3331986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -3313191.750000 Penalty: 5065.298340
	Iteration 0F: 3 clusters Score -3313192 nChanged 12158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -3319628.500000 Penalty: 5065.298340
	Iteration 1F: 3 clusters Score -3319628 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -3320065.500000 Penalty: 5065.298340
	Iteration 2Q: 3 clusters Score -3320066 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -3320435.750000 Penalty: 5065.298340
	Iteration 3Q: 3 clusters Score -3320436 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -3320818.250000 Penalty: 5065.298340
	Iteration 4Q: 3 clusters Score -3320818 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -3321163.250000 Penalty: 5065.298340
	Iteration 5Q: 3 clusters Score -3321163 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3321540.000000 Penalty: 5065.298340
	Iteration 6Q: 3 clusters Score -3321540 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3321941.750000 Penalty: 5065.298340
	Iteration 7Q: 3 clusters Score -3321942 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -3322383.750000 Penalty: 5065.298340
	Iteration 8Q: 3 clusters Score -3322384 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3322829.000000 Penalty: 5065.298340
	Iteration 9Q: 3 clusters Score -3322829 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -3323351.250000 Penalty: 5065.298340
	Iteration 10Q: 3 clusters Score -3323351 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -3323975.250000 Penalty: 5065.298340
	Iteration 11Q: 3 clusters Score -3323975 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -3324604.000000 Penalty: 5065.298340
	Iteration 12Q: 3 clusters Score -3324604 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -3325210.500000 Penalty: 5065.298340
	Iteration 13Q: 3 clusters Score -3325210 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -3325757.000000 Penalty: 5065.298340
	Iteration 14Q: 3 clusters Score -3325757 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -3326235.000000 Penalty: 5065.298340
	Iteration 15Q: 3 clusters Score -3326235 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -3326679.000000 Penalty: 5065.298340
	Iteration 16Q: 3 clusters Score -3326679 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -3327005.750000 Penalty: 5065.298340
	Iteration 17Q: 3 clusters Score -3327006 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -3327275.500000 Penalty: 5065.298340
	Iteration 18Q: 3 clusters Score -3327276 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -3327484.250000 Penalty: 5065.298340
	Iteration 19Q: 3 clusters Score -3327484 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -3327685.000000 Penalty: 5065.298340
	Iteration 20F: 3 clusters Score -3327685 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -3327863.250000 Penalty: 5065.298340
	Iteration 21Q: 3 clusters Score -3327863 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -3328045.750000 Penalty: 5065.298340
	Iteration 22Q: 3 clusters Score -3328046 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -3328188.500000 Penalty: 5065.298340
	Iteration 23Q: 3 clusters Score -3328188 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -3328322.250000 Penalty: 5065.298340
	Iteration 24Q: 3 clusters Score -3328322 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -3328451.000000 Penalty: 5065.298340
	Iteration 25Q: 3 clusters Score -3328451 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -3328578.750000 Penalty: 5065.298340
	Iteration 26Q: 3 clusters Score -3328579 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -3328715.750000 Penalty: 5065.298340
	Iteration 27Q: 3 clusters Score -3328716 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -3328830.750000 Penalty: 5065.298340
	Iteration 28Q: 3 clusters Score -3328831 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -3328906.000000 Penalty: 5065.298340
	Iteration 29Q: 3 clusters Score -3328906 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -3329000.750000 Penalty: 5065.298340
	Iteration 30Q: 3 clusters Score -3329001 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -3329077.750000 Penalty: 5065.298340
	Iteration 31Q: 3 clusters Score -3329078 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -3329157.000000 Penalty: 5065.298340
	Iteration 32Q: 3 clusters Score -3329157 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -3329223.500000 Penalty: 5065.298340
	Iteration 33Q: 3 clusters Score -3329224 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -3329307.750000 Penalty: 5065.298340
	Iteration 34Q: 3 clusters Score -3329308 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -3329388.000000 Penalty: 5065.298340
	Iteration 35Q: 3 clusters Score -3329388 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -3329441.000000 Penalty: 5065.298340
	Iteration 36Q: 3 clusters Score -3329441 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -3329496.500000 Penalty: 5065.298340
	Iteration 37Q: 3 clusters Score -3329496 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -3329541.250000 Penalty: 5065.298340
	Iteration 38Q: 3 clusters Score -3329541 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -3329613.500000 Penalty: 5065.298340
	Iteration 39Q: 3 clusters Score -3329614 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -3329671.750000 Penalty: 5065.298340
	Iteration 40F: 3 clusters Score -3329672 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -3329749.750000 Penalty: 5065.298340
	Iteration 41Q: 3 clusters Score -3329750 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -3329799.250000 Penalty: 5065.298340
	Iteration 42Q: 3 clusters Score -3329799 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -3329833.000000 Penalty: 5065.298340
	Iteration 43Q: 3 clusters Score -3329833 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -3329865.750000 Penalty: 5065.298340
	Iteration 44Q: 3 clusters Score -3329866 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -3329883.000000 Penalty: 5065.298340
	Iteration 45Q: 3 clusters Score -3329883 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -3329926.750000 Penalty: 5065.298340
	Iteration 46Q: 3 clusters Score -3329927 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -3329956.750000 Penalty: 5065.298340
	Iteration 47Q: 3 clusters Score -3329957 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -3329971.750000 Penalty: 5065.298340
	Iteration 48Q: 3 clusters Score -3329972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -3329994.500000 Penalty: 5065.298340
	Iteration 49Q: 3 clusters Score -3329994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -3330005.500000 Penalty: 5065.298340
	Iteration 50Q: 3 clusters Score -3330006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -3330012.000000 Penalty: 5065.298340
	Iteration 51Q: 3 clusters Score -3330012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -3330022.000000 Penalty: 5065.298340
	Iteration 52Q: 3 clusters Score -3330022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -3330037.000000 Penalty: 5065.298340
	Iteration 53Q: 3 clusters Score -3330037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3330040.500000 Penalty: 5065.298340
	Iteration 54Q: 3 clusters Score -3330040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -3330047.750000 Penalty: 5065.298340
	Iteration 55Q: 3 clusters Score -3330048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3330054.250000 Penalty: 5065.298340
	Iteration 56Q: 3 clusters Score -3330054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -3330056.250000 Penalty: 5065.298340
	Iteration 57Q: 3 clusters Score -3330056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -3330062.000000 Penalty: 5065.298340
	Iteration 58Q: 3 clusters Score -3330062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -3330062.500000 Penalty: 5065.298340
	Iteration 59Q: 3 clusters Score -3330062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -3330068.000000 Penalty: 5065.298340
	Iteration 60F: 3 clusters Score -3330068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -3330068.250000 Penalty: 5065.298340
	Iteration 61Q: 3 clusters Score -3330068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -3330066.500000 Penalty: 5065.298340
	Iteration 62Q: 3 clusters Score -3330066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -3330071.000000 Penalty: 5065.298340
	Iteration 63Q: 3 clusters Score -3330071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -3330071.000000 Penalty: 5065.298340
	Iteration 64Q: 3 clusters Score -3330071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -3330071.000000 Penalty: 5065.298340
	Iteration 65F: 3 clusters Score -3330071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -14210.280273 Penalty: 1253.948975
	Iteration 0F: 2 clusters Score -14210.28 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 82 members 
Entering Unmasked Estep 
Score: -13230.035156 Penalty: 2507.897949
	Iteration 0F: 3 clusters Score -13230.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13288.184570 Penalty: 2507.897949
	Iteration 1F: 3 clusters Score -13288.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13308.154297 Penalty: 2507.897949
	Iteration 2Q: 3 clusters Score -13308.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13319.700195 Penalty: 2507.897949
	Iteration 3Q: 3 clusters Score -13319.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -13336.133789 Penalty: 2507.897949
	Iteration 4Q: 3 clusters Score -13336.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -13366.901367 Penalty: 2507.897949
	Iteration 5Q: 3 clusters Score -13366.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -13408.803711 Penalty: 2507.897949
	Iteration 6Q: 3 clusters Score -13408.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -13408.803711 Penalty: 2507.897949
	Iteration 7F: 3 clusters Score -13408.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Entering Unmasked Estep 
Score: -1894271.625000 Penalty: 2400.849365
	Iteration 0F: 2 clusters Score -1894272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1882756.375000 Penalty: 4801.698730
	Iteration 0F: 3 clusters Score -1882756 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1886529.875000 Penalty: 4801.698730
	Iteration 1F: 3 clusters Score -1886530 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1887047.500000 Penalty: 4801.698730
	Iteration 2F: 3 clusters Score -1887048 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1887582.500000 Penalty: 4801.698730
	Iteration 3F: 3 clusters Score -1887582 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1888076.000000 Penalty: 4801.698730
	Iteration 4F: 3 clusters Score -1888076 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1888563.125000 Penalty: 4801.698730
	Iteration 5F: 3 clusters Score -1888563 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1889008.500000 Penalty: 4801.698730
	Iteration 6F: 3 clusters Score -1889008 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1889420.125000 Penalty: 4801.698730
	Iteration 7Q: 3 clusters Score -1889420 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1889836.500000 Penalty: 4801.698730
	Iteration 8Q: 3 clusters Score -1889836 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1890220.375000 Penalty: 4801.698730
	Iteration 9Q: 3 clusters Score -1890220 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1890588.875000 Penalty: 4801.698730
	Iteration 10Q: 3 clusters Score -1890589 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1890935.625000 Penalty: 4801.698730
	Iteration 11Q: 3 clusters Score -1890936 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1891252.750000 Penalty: 4801.698730
	Iteration 12Q: 3 clusters Score -1891253 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1891494.500000 Penalty: 4801.698730
	Iteration 13Q: 3 clusters Score -1891494 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1891659.375000 Penalty: 4801.698730
	Iteration 14Q: 3 clusters Score -1891659 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1891784.500000 Penalty: 4801.698730
	Iteration 15Q: 3 clusters Score -1891784 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1891862.375000 Penalty: 4801.698730
	Iteration 16Q: 3 clusters Score -1891862 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1891925.000000 Penalty: 4801.698730
	Iteration 17Q: 3 clusters Score -1891925 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1891977.750000 Penalty: 4801.698730
	Iteration 18Q: 3 clusters Score -1891978 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1892009.250000 Penalty: 4801.698730
	Iteration 19Q: 3 clusters Score -1892009 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1892036.250000 Penalty: 4801.698730
	Iteration 20F: 3 clusters Score -1892036 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1892058.000000 Penalty: 4801.698730
	Iteration 21Q: 3 clusters Score -1892058 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1892076.500000 Penalty: 4801.698730
	Iteration 22Q: 3 clusters Score -1892076 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1892094.750000 Penalty: 4801.698730
	Iteration 23Q: 3 clusters Score -1892095 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1892114.000000 Penalty: 4801.698730
	Iteration 24Q: 3 clusters Score -1892114 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1892137.500000 Penalty: 4801.698730
	Iteration 25Q: 3 clusters Score -1892138 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1892152.250000 Penalty: 4801.698730
	Iteration 26Q: 3 clusters Score -1892152 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1892168.375000 Penalty: 4801.698730
	Iteration 27Q: 3 clusters Score -1892168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1892179.250000 Penalty: 4801.698730
	Iteration 28Q: 3 clusters Score -1892179 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1892198.000000 Penalty: 4801.698730
	Iteration 29Q: 3 clusters Score -1892198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1892209.750000 Penalty: 4801.698730
	Iteration 30Q: 3 clusters Score -1892210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1892213.750000 Penalty: 4801.698730
	Iteration 31Q: 3 clusters Score -1892214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1892221.000000 Penalty: 4801.698730
	Iteration 32Q: 3 clusters Score -1892221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1892226.875000 Penalty: 4801.698730
	Iteration 33Q: 3 clusters Score -1892227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1892227.250000 Penalty: 4801.698730
	Iteration 34Q: 3 clusters Score -1892227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1892230.375000 Penalty: 4801.698730
	Iteration 35Q: 3 clusters Score -1892230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1892234.250000 Penalty: 4801.698730
	Iteration 36Q: 3 clusters Score -1892234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1892233.875000 Penalty: 4801.698730
	Iteration 37Q: 3 clusters Score -1892234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1892236.375000 Penalty: 4801.698730
	Iteration 38Q: 3 clusters Score -1892236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1892238.125000 Penalty: 4801.698730
	Iteration 39Q: 3 clusters Score -1892238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1892236.875000 Penalty: 4801.698730
	Iteration 40F: 3 clusters Score -1892237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1892237.625000 Penalty: 4801.698730
	Iteration 41Q: 3 clusters Score -1892238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1892239.750000 Penalty: 4801.698730
	Iteration 42Q: 3 clusters Score -1892240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1892240.875000 Penalty: 4801.698730
	Iteration 43Q: 3 clusters Score -1892241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1892240.000000 Penalty: 4801.698730
	Iteration 44Q: 3 clusters Score -1892240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1892239.875000 Penalty: 4801.698730
	Iteration 45Q: 3 clusters Score -1892240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1892239.875000 Penalty: 4801.698730
	Iteration 46F: 3 clusters Score -1892240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Entering Unmasked Estep 
Score: -1545095.250000 Penalty: 2358.443359
	Iteration 0F: 2 clusters Score -1545095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1535151.875000 Penalty: 4716.886719
	Iteration 0F: 3 clusters Score -1535152 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1538246.125000 Penalty: 4716.886719
	Iteration 1F: 3 clusters Score -1538246 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1538631.250000 Penalty: 4716.886719
	Iteration 2F: 3 clusters Score -1538631 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1538936.625000 Penalty: 4716.886719
	Iteration 3F: 3 clusters Score -1538937 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1539198.125000 Penalty: 4716.886719
	Iteration 4Q: 3 clusters Score -1539198 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1539465.125000 Penalty: 4716.886719
	Iteration 5Q: 3 clusters Score -1539465 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1539736.750000 Penalty: 4716.886719
	Iteration 6Q: 3 clusters Score -1539737 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1540021.500000 Penalty: 4716.886719
	Iteration 7Q: 3 clusters Score -1540022 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1540296.000000 Penalty: 4716.886719
	Iteration 8Q: 3 clusters Score -1540296 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1540545.125000 Penalty: 4716.886719
	Iteration 9Q: 3 clusters Score -1540545 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1540763.875000 Penalty: 4716.886719
	Iteration 10Q: 3 clusters Score -1540764 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1540968.750000 Penalty: 4716.886719
	Iteration 11Q: 3 clusters Score -1540969 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1541145.750000 Penalty: 4716.886719
	Iteration 12Q: 3 clusters Score -1541146 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1541288.625000 Penalty: 4716.886719
	Iteration 13Q: 3 clusters Score -1541289 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1541437.875000 Penalty: 4716.886719
	Iteration 14Q: 3 clusters Score -1541438 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1541573.625000 Penalty: 4716.886719
	Iteration 15Q: 3 clusters Score -1541574 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1541701.000000 Penalty: 4716.886719
	Iteration 16Q: 3 clusters Score -1541701 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1541830.000000 Penalty: 4716.886719
	Iteration 17Q: 3 clusters Score -1541830 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1541963.750000 Penalty: 4716.886719
	Iteration 18Q: 3 clusters Score -1541964 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1542123.750000 Penalty: 4716.886719
	Iteration 19Q: 3 clusters Score -1542124 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1542357.250000 Penalty: 4716.886719
	Iteration 20F: 3 clusters Score -1542357 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1542607.125000 Penalty: 4716.886719
	Iteration 21Q: 3 clusters Score -1542607 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1542804.750000 Penalty: 4716.886719
	Iteration 22Q: 3 clusters Score -1542805 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1542930.000000 Penalty: 4716.886719
	Iteration 23Q: 3 clusters Score -1542930 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1543011.000000 Penalty: 4716.886719
	Iteration 24Q: 3 clusters Score -1543011 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1543069.125000 Penalty: 4716.886719
	Iteration 25Q: 3 clusters Score -1543069 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1543120.625000 Penalty: 4716.886719
	Iteration 26Q: 3 clusters Score -1543121 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1543148.000000 Penalty: 4716.886719
	Iteration 27Q: 3 clusters Score -1543148 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1543172.750000 Penalty: 4716.886719
	Iteration 28Q: 3 clusters Score -1543173 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1543187.375000 Penalty: 4716.886719
	Iteration 29Q: 3 clusters Score -1543187 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1543201.500000 Penalty: 4716.886719
	Iteration 30Q: 3 clusters Score -1543202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1543212.500000 Penalty: 4716.886719
	Iteration 31Q: 3 clusters Score -1543212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1543220.500000 Penalty: 4716.886719
	Iteration 32Q: 3 clusters Score -1543220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1543224.000000 Penalty: 4716.886719
	Iteration 33Q: 3 clusters Score -1543224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1543229.125000 Penalty: 4716.886719
	Iteration 34Q: 3 clusters Score -1543229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1543236.125000 Penalty: 4716.886719
	Iteration 35Q: 3 clusters Score -1543236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1543239.375000 Penalty: 4716.886719
	Iteration 36Q: 3 clusters Score -1543239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1543242.500000 Penalty: 4716.886719
	Iteration 37Q: 3 clusters Score -1543242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1543247.500000 Penalty: 4716.886719
	Iteration 38Q: 3 clusters Score -1543248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1543251.375000 Penalty: 4716.886719
	Iteration 39Q: 3 clusters Score -1543251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1543256.625000 Penalty: 4716.886719
	Iteration 40F: 3 clusters Score -1543257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1543257.000000 Penalty: 4716.886719
	Iteration 41Q: 3 clusters Score -1543257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1543262.125000 Penalty: 4716.886719
	Iteration 42Q: 3 clusters Score -1543262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1543266.500000 Penalty: 4716.886719
	Iteration 43Q: 3 clusters Score -1543266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1543265.500000 Penalty: 4716.886719
	Iteration 44Q: 3 clusters Score -1543266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1543268.625000 Penalty: 4716.886719
	Iteration 45Q: 3 clusters Score -1543269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1543274.500000 Penalty: 4716.886719
	Iteration 46Q: 3 clusters Score -1543274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1543274.875000 Penalty: 4716.886719
	Iteration 47Q: 3 clusters Score -1543275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1543276.125000 Penalty: 4716.886719
	Iteration 48Q: 3 clusters Score -1543276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1543275.750000 Penalty: 4716.886719
	Iteration 49Q: 3 clusters Score -1543276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1543277.750000 Penalty: 4716.886719
	Iteration 50Q: 3 clusters Score -1543278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1543282.125000 Penalty: 4716.886719
	Iteration 51Q: 3 clusters Score -1543282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1543284.125000 Penalty: 4716.886719
	Iteration 52Q: 3 clusters Score -1543284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1543285.000000 Penalty: 4716.886719
	Iteration 53Q: 3 clusters Score -1543285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1543287.750000 Penalty: 4716.886719
	Iteration 54Q: 3 clusters Score -1543288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1543290.625000 Penalty: 4716.886719
	Iteration 55Q: 3 clusters Score -1543291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1543290.125000 Penalty: 4716.886719
	Iteration 56Q: 3 clusters Score -1543290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1543292.625000 Penalty: 4716.886719
	Iteration 57Q: 3 clusters Score -1543293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1543294.375000 Penalty: 4716.886719
	Iteration 58Q: 3 clusters Score -1543294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1543294.250000 Penalty: 4716.886719
	Iteration 59Q: 3 clusters Score -1543294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1543295.250000 Penalty: 4716.886719
	Iteration 60F: 3 clusters Score -1543295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1543293.250000 Penalty: 4716.886719
	Iteration 61Q: 3 clusters Score -1543293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1543291.125000 Penalty: 4716.886719
	Iteration 62Q: 3 clusters Score -1543291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1543291.125000 Penalty: 4716.886719
	Iteration 63F: 3 clusters Score -1543291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Entering Unmasked Estep 
Score: -4169779.250000 Penalty: 2588.549072
	Iteration 0F: 2 clusters Score -4169779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -4146670.750000 Penalty: 5177.098145
	Iteration 0F: 3 clusters Score -4146671 nChanged 15399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -4155137.500000 Penalty: 5177.098145
	Iteration 1F: 3 clusters Score -4155138 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -4155691.750000 Penalty: 5177.098145
	Iteration 2Q: 3 clusters Score -4155692 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -4156284.750000 Penalty: 5177.098145
	Iteration 3Q: 3 clusters Score -4156285 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -4156925.500000 Penalty: 5177.098145
	Iteration 4Q: 3 clusters Score -4156926 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -4157698.500000 Penalty: 5177.098145
	Iteration 5Q: 3 clusters Score -4157698 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -4158749.500000 Penalty: 5177.098145
	Iteration 6F: 3 clusters Score -4158750 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -4160066.000000 Penalty: 5177.098145
	Iteration 7F: 3 clusters Score -4160066 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -4161607.750000 Penalty: 5177.098145
	Iteration 8F: 3 clusters Score -4161608 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -4163320.000000 Penalty: 5177.098145
	Iteration 9F: 3 clusters Score -4163320 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -4164867.500000 Penalty: 5177.098145
	Iteration 10F: 3 clusters Score -4164868 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -4165939.000000 Penalty: 5177.098145
	Iteration 11Q: 3 clusters Score -4165939 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -4166537.250000 Penalty: 5177.098145
	Iteration 12Q: 3 clusters Score -4166537 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -4166920.000000 Penalty: 5177.098145
	Iteration 13Q: 3 clusters Score -4166920 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -4167197.500000 Penalty: 5177.098145
	Iteration 14Q: 3 clusters Score -4167198 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -4167324.500000 Penalty: 5177.098145
	Iteration 15Q: 3 clusters Score -4167324 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -4167401.000000 Penalty: 5177.098145
	Iteration 16Q: 3 clusters Score -4167401 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -4167453.750000 Penalty: 5177.098145
	Iteration 17Q: 3 clusters Score -4167454 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -4167481.750000 Penalty: 5177.098145
	Iteration 18Q: 3 clusters Score -4167482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -4167498.000000 Penalty: 5177.098145
	Iteration 19Q: 3 clusters Score -4167498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -4167513.500000 Penalty: 5177.098145
	Iteration 20F: 3 clusters Score -4167514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -4167527.500000 Penalty: 5177.098145
	Iteration 21Q: 3 clusters Score -4167528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -4167543.750000 Penalty: 5177.098145
	Iteration 22Q: 3 clusters Score -4167544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -4167553.500000 Penalty: 5177.098145
	Iteration 23Q: 3 clusters Score -4167554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -4167563.000000 Penalty: 5177.098145
	Iteration 24Q: 3 clusters Score -4167563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -4167576.500000 Penalty: 5177.098145
	Iteration 25Q: 3 clusters Score -4167576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -4167583.250000 Penalty: 5177.098145
	Iteration 26Q: 3 clusters Score -4167583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -4167590.000000 Penalty: 5177.098145
	Iteration 27Q: 3 clusters Score -4167590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -4167592.000000 Penalty: 5177.098145
	Iteration 28Q: 3 clusters Score -4167592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -4167601.250000 Penalty: 5177.098145
	Iteration 29Q: 3 clusters Score -4167601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -4167604.750000 Penalty: 5177.098145
	Iteration 30Q: 3 clusters Score -4167605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -4167610.250000 Penalty: 5177.098145
	Iteration 31Q: 3 clusters Score -4167610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -4167615.000000 Penalty: 5177.098145
	Iteration 32Q: 3 clusters Score -4167615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -4167615.750000 Penalty: 5177.098145
	Iteration 33Q: 3 clusters Score -4167616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -4167624.500000 Penalty: 5177.098145
	Iteration 34Q: 3 clusters Score -4167624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -4167620.000000 Penalty: 5177.098145
	Iteration 35Q: 3 clusters Score -4167620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -4167626.000000 Penalty: 5177.098145
	Iteration 36Q: 3 clusters Score -4167626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -4167625.500000 Penalty: 5177.098145
	Iteration 37Q: 3 clusters Score -4167626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -4167626.750000 Penalty: 5177.098145
	Iteration 38Q: 3 clusters Score -4167627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -4167627.750000 Penalty: 5177.098145
	Iteration 39Q: 3 clusters Score -4167628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -4167627.750000 Penalty: 5177.098145
	Iteration 40F: 3 clusters Score -4167628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Entering Unmasked Estep 
Score: -3832947.500000 Penalty: 2568.136963
	Iteration 0F: 2 clusters Score -3832948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -3811612.500000 Penalty: 5136.273926
	Iteration 0F: 3 clusters Score -3811612 nChanged 14115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3819232.000000 Penalty: 5136.273926
	Iteration 1F: 3 clusters Score -3819232 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3819819.000000 Penalty: 5136.273926
	Iteration 2F: 3 clusters Score -3819819 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -3820380.250000 Penalty: 5136.273926
	Iteration 3Q: 3 clusters Score -3820380 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -3820904.750000 Penalty: 5136.273926
	Iteration 4Q: 3 clusters Score -3820905 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3821502.500000 Penalty: 5136.273926
	Iteration 5Q: 3 clusters Score -3821502 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -3822227.250000 Penalty: 5136.273926
	Iteration 6Q: 3 clusters Score -3822227 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -3823071.000000 Penalty: 5136.273926
	Iteration 7Q: 3 clusters Score -3823071 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -3824089.750000 Penalty: 5136.273926
	Iteration 8F: 3 clusters Score -3824090 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -3825296.000000 Penalty: 5136.273926
	Iteration 9F: 3 clusters Score -3825296 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3826566.500000 Penalty: 5136.273926
	Iteration 10F: 3 clusters Score -3826566 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -3827820.250000 Penalty: 5136.273926
	Iteration 11F: 3 clusters Score -3827820 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3828891.750000 Penalty: 5136.273926
	Iteration 12Q: 3 clusters Score -3828892 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3829655.750000 Penalty: 5136.273926
	Iteration 13Q: 3 clusters Score -3829656 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3830148.750000 Penalty: 5136.273926
	Iteration 14Q: 3 clusters Score -3830149 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3830401.000000 Penalty: 5136.273926
	Iteration 15Q: 3 clusters Score -3830401 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3830531.500000 Penalty: 5136.273926
	Iteration 16Q: 3 clusters Score -3830532 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3830615.750000 Penalty: 5136.273926
	Iteration 17Q: 3 clusters Score -3830616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3830662.250000 Penalty: 5136.273926
	Iteration 18Q: 3 clusters Score -3830662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3830704.000000 Penalty: 5136.273926
	Iteration 19Q: 3 clusters Score -3830704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3830711.000000 Penalty: 5136.273926
	Iteration 20F: 3 clusters Score -3830711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3830723.000000 Penalty: 5136.273926
	Iteration 21Q: 3 clusters Score -3830723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3830731.500000 Penalty: 5136.273926
	Iteration 22Q: 3 clusters Score -3830732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3830738.750000 Penalty: 5136.273926
	Iteration 23Q: 3 clusters Score -3830739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3830746.500000 Penalty: 5136.273926
	Iteration 24Q: 3 clusters Score -3830746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3830747.500000 Penalty: 5136.273926
	Iteration 25Q: 3 clusters Score -3830748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3830748.500000 Penalty: 5136.273926
	Iteration 26Q: 3 clusters Score -3830748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3830744.000000 Penalty: 5136.273926
	Iteration 27Q: 3 clusters Score -3830744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3830743.250000 Penalty: 5136.273926
	Iteration 28Q: 3 clusters Score -3830743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3830743.250000 Penalty: 5136.273926
	Iteration 29F: 3 clusters Score -3830743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (70023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70023 members 
Entering Unmasked Estep 
Score: -8581675.000000 Penalty: 2766.831543
	Iteration 0F: 2 clusters Score -8581675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -8534825.000000 Penalty: 5533.663086
	Iteration 0F: 3 clusters Score -8534825 nChanged 32772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -8553133.000000 Penalty: 5533.663086
	Iteration 1F: 3 clusters Score -8553133 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -8554181.000000 Penalty: 5533.663086
	Iteration 2Q: 3 clusters Score -8554181 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -8555684.000000 Penalty: 5533.663086
	Iteration 3Q: 3 clusters Score -8555684 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -8558100.000000 Penalty: 5533.663086
	Iteration 4F: 3 clusters Score -8558100 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -8561432.000000 Penalty: 5533.663086
	Iteration 5F: 3 clusters Score -8561432 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53790 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -8565752.000000 Penalty: 5533.663086
	Iteration 6F: 3 clusters Score -8565752 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -8570102.000000 Penalty: 5533.663086
	Iteration 7F: 3 clusters Score -8570102 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62364 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -8573448.000000 Penalty: 5533.663086
	Iteration 8F: 3 clusters Score -8573448 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65250 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -8575861.000000 Penalty: 5533.663086
	Iteration 9Q: 3 clusters Score -8575861 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67169 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -8577395.000000 Penalty: 5533.663086
	Iteration 10Q: 3 clusters Score -8577395 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68306 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -8578314.000000 Penalty: 5533.663086
	Iteration 11Q: 3 clusters Score -8578314 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68885 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -8578731.000000 Penalty: 5533.663086
	Iteration 12Q: 3 clusters Score -8578731 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69179 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8578986.000000 Penalty: 5533.663086
	Iteration 13Q: 3 clusters Score -8578986 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69324 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8579093.000000 Penalty: 5533.663086
	Iteration 14Q: 3 clusters Score -8579093 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69386 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8579165.000000 Penalty: 5533.663086
	Iteration 15Q: 3 clusters Score -8579165 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69433 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8579212.000000 Penalty: 5533.663086
	Iteration 16Q: 3 clusters Score -8579212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8579242.000000 Penalty: 5533.663086
	Iteration 17Q: 3 clusters Score -8579242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69478 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8579265.000000 Penalty: 5533.663086
	Iteration 18Q: 3 clusters Score -8579265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69490 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8579278.000000 Penalty: 5533.663086
	Iteration 19Q: 3 clusters Score -8579278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69502 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8579291.000000 Penalty: 5533.663086
	Iteration 20F: 3 clusters Score -8579291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69507 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8579298.000000 Penalty: 5533.663086
	Iteration 21Q: 3 clusters Score -8579298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69514 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8579301.000000 Penalty: 5533.663086
	Iteration 22Q: 3 clusters Score -8579301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69518 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8579316.000000 Penalty: 5533.663086
	Iteration 23Q: 3 clusters Score -8579316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69517 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8579323.000000 Penalty: 5533.663086
	Iteration 24Q: 3 clusters Score -8579323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69520 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8579325.000000 Penalty: 5533.663086
	Iteration 25Q: 3 clusters Score -8579325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69527 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8579334.000000 Penalty: 5533.663086
	Iteration 26Q: 3 clusters Score -8579334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69531 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8579347.000000 Penalty: 5533.663086
	Iteration 27Q: 3 clusters Score -8579347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69533 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8579352.000000 Penalty: 5533.663086
	Iteration 28Q: 3 clusters Score -8579352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8579355.000000 Penalty: 5533.663086
	Iteration 29Q: 3 clusters Score -8579355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8579366.000000 Penalty: 5533.663086
	Iteration 30Q: 3 clusters Score -8579366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69549 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8579361.000000 Penalty: 5533.663086
	Iteration 31Q: 3 clusters Score -8579361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69550 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8579363.000000 Penalty: 5533.663086
	Iteration 32Q: 3 clusters Score -8579363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69551 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8579365.000000 Penalty: 5533.663086
	Iteration 33Q: 3 clusters Score -8579365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69552 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8579368.000000 Penalty: 5533.663086
	Iteration 34Q: 3 clusters Score -8579368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69553 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8579368.000000 Penalty: 5533.663086
	Iteration 35Q: 3 clusters Score -8579368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69554 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8579370.000000 Penalty: 5533.663086
	Iteration 36Q: 3 clusters Score -8579370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8579373.000000 Penalty: 5533.663086
	Iteration 37Q: 3 clusters Score -8579373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69556 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8579376.000000 Penalty: 5533.663086
	Iteration 38Q: 3 clusters Score -8579376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69556 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8579375.000000 Penalty: 5533.663086
	Iteration 39Q: 3 clusters Score -8579375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69556 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8579367.000000 Penalty: 5533.663086
	Iteration 40F: 3 clusters Score -8579367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (262800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262800 members 
Entering Unmasked Estep 
Score: -32136688.000000 Penalty: 3094.828857
	Iteration 0F: 2 clusters Score -3.213669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131094 members 
Mstep: Class 2 contains 131706 members 
Entering Unmasked Estep 
Score: -31981574.000000 Penalty: 6189.657715
	Iteration 0F: 3 clusters Score -3.198157e+07 nChanged 126969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123987 members 
Mstep: Class 2 contains 138813 members 
Entering Unmasked Estep 
Score: -32057566.000000 Penalty: 6189.657715
	Iteration 1F: 3 clusters Score -3.205757e+07 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118127 members 
Mstep: Class 2 contains 144673 members 
Entering Unmasked Estep 
Score: -32060744.000000 Penalty: 6189.657715
	Iteration 2Q: 3 clusters Score -3.206074e+07 nChanged 12820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108941 members 
Mstep: Class 2 contains 153859 members 
Entering Unmasked Estep 
Score: -32066938.000000 Penalty: 6189.657715
	Iteration 3Q: 3 clusters Score -3.206694e+07 nChanged 16879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95776 members 
Mstep: Class 2 contains 167024 members 
Entering Unmasked Estep 
Score: -32075504.000000 Penalty: 6189.657715
	Iteration 4F: 3 clusters Score -3.20755e+07 nChanged 20414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79366 members 
Mstep: Class 2 contains 183434 members 
Entering Unmasked Estep 
Score: -32085126.000000 Penalty: 6189.657715
	Iteration 5F: 3 clusters Score -3.208513e+07 nChanged 20282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63018 members 
Mstep: Class 2 contains 199782 members 
Entering Unmasked Estep 
Score: -32094170.000000 Penalty: 6189.657715
	Iteration 6F: 3 clusters Score -3.209417e+07 nChanged 17099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 214065 members 
Entering Unmasked Estep 
Score: -32102098.000000 Penalty: 6189.657715
	Iteration 7F: 3 clusters Score -3.21021e+07 nChanged 13237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 225850 members 
Entering Unmasked Estep 
Score: -32108396.000000 Penalty: 6189.657715
	Iteration 8F: 3 clusters Score -3.21084e+07 nChanged 10076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 235362 members 
Entering Unmasked Estep 
Score: -32114022.000000 Penalty: 6189.657715
	Iteration 9Q: 3 clusters Score -3.211402e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 242928 members 
Entering Unmasked Estep 
Score: -32118746.000000 Penalty: 6189.657715
	Iteration 10Q: 3 clusters Score -3.211875e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 248705 members 
Entering Unmasked Estep 
Score: -32123306.000000 Penalty: 6189.657715
	Iteration 11Q: 3 clusters Score -3.212331e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 252852 members 
Entering Unmasked Estep 
Score: -32126608.000000 Penalty: 6189.657715
	Iteration 12Q: 3 clusters Score -3.212661e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 255680 members 
Entering Unmasked Estep 
Score: -32129084.000000 Penalty: 6189.657715
	Iteration 13Q: 3 clusters Score -3.212908e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 257529 members 
Entering Unmasked Estep 
Score: -32130760.000000 Penalty: 6189.657715
	Iteration 14Q: 3 clusters Score -3.213076e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 258724 members 
Entering Unmasked Estep 
Score: -32131712.000000 Penalty: 6189.657715
	Iteration 15Q: 3 clusters Score -3.213171e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 259489 members 
Entering Unmasked Estep 
Score: -32132218.000000 Penalty: 6189.657715
	Iteration 16Q: 3 clusters Score -3.213222e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 259994 members 
Entering Unmasked Estep 
Score: -32132608.000000 Penalty: 6189.657715
	Iteration 17Q: 3 clusters Score -3.213261e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 260304 members 
Entering Unmasked Estep 
Score: -32132834.000000 Penalty: 6189.657715
	Iteration 18Q: 3 clusters Score -3.213283e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 260546 members 
Entering Unmasked Estep 
Score: -32133024.000000 Penalty: 6189.657715
	Iteration 19Q: 3 clusters Score -3.213302e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 260701 members 
Entering Unmasked Estep 
Score: -32133126.000000 Penalty: 6189.657715
	Iteration 20F: 3 clusters Score -3.213313e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 260816 members 
Entering Unmasked Estep 
Score: -32133212.000000 Penalty: 6189.657715
	Iteration 21Q: 3 clusters Score -3.213321e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 260905 members 
Entering Unmasked Estep 
Score: -32133266.000000 Penalty: 6189.657715
	Iteration 22Q: 3 clusters Score -3.213327e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 260987 members 
Entering Unmasked Estep 
Score: -32133302.000000 Penalty: 6189.657715
	Iteration 23Q: 3 clusters Score -3.21333e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 261059 members 
Entering Unmasked Estep 
Score: -32133346.000000 Penalty: 6189.657715
	Iteration 24Q: 3 clusters Score -3.213335e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 261113 members 
Entering Unmasked Estep 
Score: -32133424.000000 Penalty: 6189.657715
	Iteration 25Q: 3 clusters Score -3.213342e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 261159 members 
Entering Unmasked Estep 
Score: -32133474.000000 Penalty: 6189.657715
	Iteration 26Q: 3 clusters Score -3.213347e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 261190 members 
Entering Unmasked Estep 
Score: -32133532.000000 Penalty: 6189.657715
	Iteration 27Q: 3 clusters Score -3.213353e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 261214 members 
Entering Unmasked Estep 
Score: -32133548.000000 Penalty: 6189.657715
	Iteration 28Q: 3 clusters Score -3.213355e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 261237 members 
Entering Unmasked Estep 
Score: -32133572.000000 Penalty: 6189.657715
	Iteration 29Q: 3 clusters Score -3.213357e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 261263 members 
Entering Unmasked Estep 
Score: -32133598.000000 Penalty: 6189.657715
	Iteration 30Q: 3 clusters Score -3.21336e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 261284 members 
Entering Unmasked Estep 
Score: -32133592.000000 Penalty: 6189.657715
	Iteration 31Q: 3 clusters Score -3.213359e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 261306 members 
Entering Unmasked Estep 
Score: -32133602.000000 Penalty: 6189.657715
	Iteration 32Q: 3 clusters Score -3.21336e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 261324 members 
Entering Unmasked Estep 
Score: -32133620.000000 Penalty: 6189.657715
	Iteration 33Q: 3 clusters Score -3.213362e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 261348 members 
Entering Unmasked Estep 
Score: -32133628.000000 Penalty: 6189.657715
	Iteration 34Q: 3 clusters Score -3.213363e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 261373 members 
Entering Unmasked Estep 
Score: -32133660.000000 Penalty: 6189.657715
	Iteration 35Q: 3 clusters Score -3.213366e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 261387 members 
Entering Unmasked Estep 
Score: -32133652.000000 Penalty: 6189.657715
	Iteration 36Q: 3 clusters Score -3.213365e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 261397 members 
Entering Unmasked Estep 
Score: -32133652.000000 Penalty: 6189.657715
	Iteration 37Q: 3 clusters Score -3.213365e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 261406 members 
Entering Unmasked Estep 
Score: -32133662.000000 Penalty: 6189.657715
	Iteration 38Q: 3 clusters Score -3.213366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 261416 members 
Entering Unmasked Estep 
Score: -32133694.000000 Penalty: 6189.657715
	Iteration 39Q: 3 clusters Score -3.213369e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 261422 members 
Entering Unmasked Estep 
Score: -32133694.000000 Penalty: 6189.657715
	Iteration 40F: 3 clusters Score -3.213369e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 261430 members 
Entering Unmasked Estep 
Score: -32133686.000000 Penalty: 6189.657715
	Iteration 41Q: 3 clusters Score -3.213369e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 261437 members 
Entering Unmasked Estep 
Score: -32133726.000000 Penalty: 6189.657715
	Iteration 42Q: 3 clusters Score -3.213373e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 261444 members 
Entering Unmasked Estep 
Score: -32133748.000000 Penalty: 6189.657715
	Iteration 43Q: 3 clusters Score -3.213375e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 261451 members 
Entering Unmasked Estep 
Score: -32133750.000000 Penalty: 6189.657715
	Iteration 44Q: 3 clusters Score -3.213375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 261454 members 
Entering Unmasked Estep 
Score: -32133744.000000 Penalty: 6189.657715
	Iteration 45Q: 3 clusters Score -3.213374e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 261464 members 
Entering Unmasked Estep 
Score: -32133748.000000 Penalty: 6189.657715
	Iteration 46Q: 3 clusters Score -3.213375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 261470 members 
Entering Unmasked Estep 
Score: -32133736.000000 Penalty: 6189.657715
	Iteration 47Q: 3 clusters Score -3.213374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 261476 members 
Entering Unmasked Estep 
Score: -32133740.000000 Penalty: 6189.657715
	Iteration 48Q: 3 clusters Score -3.213374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 261477 members 
Entering Unmasked Estep 
Score: -32133744.000000 Penalty: 6189.657715
	Iteration 49Q: 3 clusters Score -3.213374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 261478 members 
Entering Unmasked Estep 
Score: -32133752.000000 Penalty: 6189.657715
	Iteration 50Q: 3 clusters Score -3.213375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 261479 members 
Entering Unmasked Estep 
Score: -32133748.000000 Penalty: 6189.657715
	Iteration 51Q: 3 clusters Score -3.213375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 261480 members 
Entering Unmasked Estep 
Score: -32133758.000000 Penalty: 6189.657715
	Iteration 52Q: 3 clusters Score -3.213376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 261481 members 
Entering Unmasked Estep 
Score: -32133756.000000 Penalty: 6189.657715
	Iteration 53Q: 3 clusters Score -3.213376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 261482 members 
Entering Unmasked Estep 
Score: -32133764.000000 Penalty: 6189.657715
	Iteration 54Q: 3 clusters Score -3.213376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 261482 members 
Entering Unmasked Estep 
Score: -32133760.000000 Penalty: 6189.657715
	Iteration 55Q: 3 clusters Score -3.213376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 261482 members 
Entering Unmasked Estep 
Score: -32133760.000000 Penalty: 6189.657715
	Iteration 56F: 3 clusters Score -3.213376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130503 members 
Entering Unmasked Estep 
Score: -15935218.000000 Penalty: 2921.229736
	Iteration 0F: 2 clusters Score -1.593522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64936 members 
Mstep: Class 2 contains 65567 members 
Entering Unmasked Estep 
Score: -15848135.000000 Penalty: 5842.459473
	Iteration 0F: 3 clusters Score -1.584814e+07 nChanged 62120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62552 members 
Mstep: Class 2 contains 67951 members 
Entering Unmasked Estep 
Score: -15885598.000000 Penalty: 5842.459473
	Iteration 1F: 3 clusters Score -1.58856e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 68993 members 
Entering Unmasked Estep 
Score: -15888286.000000 Penalty: 5842.459473
	Iteration 2Q: 3 clusters Score -1.588829e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60010 members 
Mstep: Class 2 contains 70493 members 
Entering Unmasked Estep 
Score: -15892082.000000 Penalty: 5842.459473
	Iteration 3F: 3 clusters Score -1.589208e+07 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57822 members 
Mstep: Class 2 contains 72681 members 
Entering Unmasked Estep 
Score: -15896432.000000 Penalty: 5842.459473
	Iteration 4F: 3 clusters Score -1.589643e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54815 members 
Mstep: Class 2 contains 75688 members 
Entering Unmasked Estep 
Score: -15900864.000000 Penalty: 5842.459473
	Iteration 5F: 3 clusters Score -1.590086e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 79517 members 
Entering Unmasked Estep 
Score: -15905047.000000 Penalty: 5842.459473
	Iteration 6F: 3 clusters Score -1.590505e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 84189 members 
Entering Unmasked Estep 
Score: -15909116.000000 Penalty: 5842.459473
	Iteration 7F: 3 clusters Score -1.590912e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 89542 members 
Entering Unmasked Estep 
Score: -15913102.000000 Penalty: 5842.459473
	Iteration 8F: 3 clusters Score -1.59131e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 95272 members 
Entering Unmasked Estep 
Score: -15917153.000000 Penalty: 5842.459473
	Iteration 9Q: 3 clusters Score -1.591715e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 100963 members 
Entering Unmasked Estep 
Score: -15920849.000000 Penalty: 5842.459473
	Iteration 10Q: 3 clusters Score -1.592085e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 106210 members 
Entering Unmasked Estep 
Score: -15924053.000000 Penalty: 5842.459473
	Iteration 11Q: 3 clusters Score -1.592405e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 110748 members 
Entering Unmasked Estep 
Score: -15926670.000000 Penalty: 5842.459473
	Iteration 12Q: 3 clusters Score -1.592667e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 114615 members 
Entering Unmasked Estep 
Score: -15928588.000000 Penalty: 5842.459473
	Iteration 13Q: 3 clusters Score -1.592859e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 117763 members 
Entering Unmasked Estep 
Score: -15929992.000000 Penalty: 5842.459473
	Iteration 14Q: 3 clusters Score -1.592999e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 120267 members 
Entering Unmasked Estep 
Score: -15931237.000000 Penalty: 5842.459473
	Iteration 15Q: 3 clusters Score -1.593124e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 122154 members 
Entering Unmasked Estep 
Score: -15931970.000000 Penalty: 5842.459473
	Iteration 16Q: 3 clusters Score -1.593197e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 123606 members 
Entering Unmasked Estep 
Score: -15932453.000000 Penalty: 5842.459473
	Iteration 17Q: 3 clusters Score -1.593245e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 124681 members 
Entering Unmasked Estep 
Score: -15932871.000000 Penalty: 5842.459473
	Iteration 18Q: 3 clusters Score -1.593287e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 125440 members 
Entering Unmasked Estep 
Score: -15933151.000000 Penalty: 5842.459473
	Iteration 19Q: 3 clusters Score -1.593315e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 125995 members 
Entering Unmasked Estep 
Score: -15933346.000000 Penalty: 5842.459473
	Iteration 20F: 3 clusters Score -1.593335e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 126410 members 
Entering Unmasked Estep 
Score: -15933519.000000 Penalty: 5842.459473
	Iteration 21Q: 3 clusters Score -1.593352e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 126738 members 
Entering Unmasked Estep 
Score: -15933608.000000 Penalty: 5842.459473
	Iteration 22Q: 3 clusters Score -1.593361e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 126992 members 
Entering Unmasked Estep 
Score: -15933660.000000 Penalty: 5842.459473
	Iteration 23Q: 3 clusters Score -1.593366e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 127221 members 
Entering Unmasked Estep 
Score: -15933754.000000 Penalty: 5842.459473
	Iteration 24Q: 3 clusters Score -1.593375e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 127420 members 
Entering Unmasked Estep 
Score: -15933770.000000 Penalty: 5842.459473
	Iteration 25Q: 3 clusters Score -1.593377e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 127589 members 
Entering Unmasked Estep 
Score: -15933847.000000 Penalty: 5842.459473
	Iteration 26Q: 3 clusters Score -1.593385e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 127736 members 
Entering Unmasked Estep 
Score: -15933914.000000 Penalty: 5842.459473
	Iteration 27Q: 3 clusters Score -1.593391e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 127846 members 
Entering Unmasked Estep 
Score: -15933974.000000 Penalty: 5842.459473
	Iteration 28Q: 3 clusters Score -1.593397e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 127923 members 
Entering Unmasked Estep 
Score: -15934083.000000 Penalty: 5842.459473
	Iteration 29Q: 3 clusters Score -1.593408e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 127981 members 
Entering Unmasked Estep 
Score: -15934153.000000 Penalty: 5842.459473
	Iteration 30Q: 3 clusters Score -1.593415e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 128034 members 
Entering Unmasked Estep 
Score: -15934210.000000 Penalty: 5842.459473
	Iteration 31Q: 3 clusters Score -1.593421e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 128083 members 
Entering Unmasked Estep 
Score: -15934218.000000 Penalty: 5842.459473
	Iteration 32Q: 3 clusters Score -1.593422e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 128115 members 
Entering Unmasked Estep 
Score: -15934247.000000 Penalty: 5842.459473
	Iteration 33Q: 3 clusters Score -1.593425e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 128131 members 
Entering Unmasked Estep 
Score: -15934288.000000 Penalty: 5842.459473
	Iteration 34Q: 3 clusters Score -1.593429e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 128156 members 
Entering Unmasked Estep 
Score: -15934310.000000 Penalty: 5842.459473
	Iteration 35Q: 3 clusters Score -1.593431e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 128182 members 
Entering Unmasked Estep 
Score: -15934305.000000 Penalty: 5842.459473
	Iteration 36Q: 3 clusters Score -1.59343e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 128192 members 
Entering Unmasked Estep 
Score: -15934356.000000 Penalty: 5842.459473
	Iteration 37Q: 3 clusters Score -1.593436e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 128193 members 
Entering Unmasked Estep 
Score: -15934349.000000 Penalty: 5842.459473
	Iteration 38Q: 3 clusters Score -1.593435e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 128192 members 
Entering Unmasked Estep 
Score: -15934399.000000 Penalty: 5842.459473
	Iteration 39Q: 3 clusters Score -1.59344e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 128181 members 
Entering Unmasked Estep 
Score: -15934439.000000 Penalty: 5842.459473
	Iteration 40F: 3 clusters Score -1.593444e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 128155 members 
Entering Unmasked Estep 
Score: -15934476.000000 Penalty: 5842.459473
	Iteration 41Q: 3 clusters Score -1.593448e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 128135 members 
Entering Unmasked Estep 
Score: -15934494.000000 Penalty: 5842.459473
	Iteration 42Q: 3 clusters Score -1.593449e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 128132 members 
Entering Unmasked Estep 
Score: -15934511.000000 Penalty: 5842.459473
	Iteration 43Q: 3 clusters Score -1.593451e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 128129 members 
Entering Unmasked Estep 
Score: -15934529.000000 Penalty: 5842.459473
	Iteration 44Q: 3 clusters Score -1.593453e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 128126 members 
Entering Unmasked Estep 
Score: -15934554.000000 Penalty: 5842.459473
	Iteration 45Q: 3 clusters Score -1.593455e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 128110 members 
Entering Unmasked Estep 
Score: -15934570.000000 Penalty: 5842.459473
	Iteration 46Q: 3 clusters Score -1.593457e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 128104 members 
Entering Unmasked Estep 
Score: -15934583.000000 Penalty: 5842.459473
	Iteration 47Q: 3 clusters Score -1.593458e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 128092 members 
Entering Unmasked Estep 
Score: -15934596.000000 Penalty: 5842.459473
	Iteration 48Q: 3 clusters Score -1.59346e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 128086 members 
Entering Unmasked Estep 
Score: -15934580.000000 Penalty: 5842.459473
	Iteration 49Q: 3 clusters Score -1.593458e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 128077 members 
Entering Unmasked Estep 
Score: -15934571.000000 Penalty: 5842.459473
	Iteration 50Q: 3 clusters Score -1.593457e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 128069 members 
Entering Unmasked Estep 
Score: -15934584.000000 Penalty: 5842.459473
	Iteration 51Q: 3 clusters Score -1.593458e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 128058 members 
Entering Unmasked Estep 
Score: -15934585.000000 Penalty: 5842.459473
	Iteration 52Q: 3 clusters Score -1.593458e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 128048 members 
Entering Unmasked Estep 
Score: -15934611.000000 Penalty: 5842.459473
	Iteration 53Q: 3 clusters Score -1.593461e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 128040 members 
Entering Unmasked Estep 
Score: -15934611.000000 Penalty: 5842.459473
	Iteration 54Q: 3 clusters Score -1.593461e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 128038 members 
Entering Unmasked Estep 
Score: -15934611.000000 Penalty: 5842.459473
	Iteration 55Q: 3 clusters Score -1.593461e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 128027 members 
Entering Unmasked Estep 
Score: -15934613.000000 Penalty: 5842.459473
	Iteration 56Q: 3 clusters Score -1.593461e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 128018 members 
Entering Unmasked Estep 
Score: -15934625.000000 Penalty: 5842.459473
	Iteration 57Q: 3 clusters Score -1.593462e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 127999 members 
Entering Unmasked Estep 
Score: -15934659.000000 Penalty: 5842.459473
	Iteration 58Q: 3 clusters Score -1.593466e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 127980 members 
Entering Unmasked Estep 
Score: -15934654.000000 Penalty: 5842.459473
	Iteration 59Q: 3 clusters Score -1.593465e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 127977 members 
Entering Unmasked Estep 
Score: -15934644.000000 Penalty: 5842.459473
	Iteration 60F: 3 clusters Score -1.593464e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 127976 members 
Entering Unmasked Estep 
Score: -15934653.000000 Penalty: 5842.459473
	Iteration 61Q: 3 clusters Score -1.593465e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 127967 members 
Entering Unmasked Estep 
Score: -15934660.000000 Penalty: 5842.459473
	Iteration 62Q: 3 clusters Score -1.593466e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 127958 members 
Entering Unmasked Estep 
Score: -15934673.000000 Penalty: 5842.459473
	Iteration 63Q: 3 clusters Score -1.593467e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 127943 members 
Entering Unmasked Estep 
Score: -15934670.000000 Penalty: 5842.459473
	Iteration 64Q: 3 clusters Score -1.593467e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 127936 members 
Entering Unmasked Estep 
Score: -15934683.000000 Penalty: 5842.459473
	Iteration 65Q: 3 clusters Score -1.593468e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 127921 members 
Entering Unmasked Estep 
Score: -15934691.000000 Penalty: 5842.459473
	Iteration 66Q: 3 clusters Score -1.593469e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 127911 members 
Entering Unmasked Estep 
Score: -15934710.000000 Penalty: 5842.459473
	Iteration 67Q: 3 clusters Score -1.593471e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 127897 members 
Entering Unmasked Estep 
Score: -15934690.000000 Penalty: 5842.459473
	Iteration 68Q: 3 clusters Score -1.593469e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 127882 members 
Entering Unmasked Estep 
Score: -15934692.000000 Penalty: 5842.459473
	Iteration 69Q: 3 clusters Score -1.593469e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 127873 members 
Entering Unmasked Estep 
Score: -15934694.000000 Penalty: 5842.459473
	Iteration 70Q: 3 clusters Score -1.593469e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 127859 members 
Entering Unmasked Estep 
Score: -15934698.000000 Penalty: 5842.459473
	Iteration 71Q: 3 clusters Score -1.59347e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 127851 members 
Entering Unmasked Estep 
Score: -15934706.000000 Penalty: 5842.459473
	Iteration 72Q: 3 clusters Score -1.593471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 127846 members 
Entering Unmasked Estep 
Score: -15934716.000000 Penalty: 5842.459473
	Iteration 73Q: 3 clusters Score -1.593472e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 127844 members 
Entering Unmasked Estep 
Score: -15934694.000000 Penalty: 5842.459473
	Iteration 74Q: 3 clusters Score -1.593469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 127844 members 
Entering Unmasked Estep 
Score: -15934694.000000 Penalty: 5842.459473
	Iteration 75Q: 3 clusters Score -1.593469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 127845 members 
Entering Unmasked Estep 
Score: -15934690.000000 Penalty: 5842.459473
	Iteration 76Q: 3 clusters Score -1.593469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 127846 members 
Entering Unmasked Estep 
Score: -15934689.000000 Penalty: 5842.459473
	Iteration 77Q: 3 clusters Score -1.593469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 127845 members 
Entering Unmasked Estep 
Score: -15934692.000000 Penalty: 5842.459473
	Iteration 78Q: 3 clusters Score -1.593469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 127844 members 
Entering Unmasked Estep 
Score: -15934697.000000 Penalty: 5842.459473
	Iteration 79Q: 3 clusters Score -1.59347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 127844 members 
Entering Unmasked Estep 
Score: -15934697.000000 Penalty: 5842.459473
	Iteration 80F: 3 clusters Score -1.59347e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (53606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53606 members 
Entering Unmasked Estep 
Score: -6119665.000000 Penalty: 2700.575439
	Iteration 0F: 2 clusters Score -6119665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -6083767.500000 Penalty: 5401.150879
	Iteration 0F: 3 clusters Score -6083768 nChanged 24729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -6097727.000000 Penalty: 5401.150879
	Iteration 1F: 3 clusters Score -6097727 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -6098779.000000 Penalty: 5401.150879
	Iteration 2F: 3 clusters Score -6098779 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -6099955.500000 Penalty: 5401.150879
	Iteration 3Q: 3 clusters Score -6099956 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -6101205.500000 Penalty: 5401.150879
	Iteration 4F: 3 clusters Score -6101206 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -6102596.000000 Penalty: 5401.150879
	Iteration 5F: 3 clusters Score -6102596 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -6103953.000000 Penalty: 5401.150879
	Iteration 6F: 3 clusters Score -6103953 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -6105113.000000 Penalty: 5401.150879
	Iteration 7F: 3 clusters Score -6105113 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -6106145.500000 Penalty: 5401.150879
	Iteration 8Q: 3 clusters Score -6106146 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -6106907.000000 Penalty: 5401.150879
	Iteration 9Q: 3 clusters Score -6106907 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -6107528.500000 Penalty: 5401.150879
	Iteration 10Q: 3 clusters Score -6107528 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -6108046.000000 Penalty: 5401.150879
	Iteration 11Q: 3 clusters Score -6108046 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -6108511.000000 Penalty: 5401.150879
	Iteration 12Q: 3 clusters Score -6108511 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -6108864.000000 Penalty: 5401.150879
	Iteration 13Q: 3 clusters Score -6108864 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -6109162.000000 Penalty: 5401.150879
	Iteration 14Q: 3 clusters Score -6109162 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -6109391.500000 Penalty: 5401.150879
	Iteration 15Q: 3 clusters Score -6109392 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -6109635.500000 Penalty: 5401.150879
	Iteration 16Q: 3 clusters Score -6109636 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -6109870.000000 Penalty: 5401.150879
	Iteration 17Q: 3 clusters Score -6109870 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -6110114.000000 Penalty: 5401.150879
	Iteration 18Q: 3 clusters Score -6110114 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -6110383.000000 Penalty: 5401.150879
	Iteration 19Q: 3 clusters Score -6110383 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -6110693.000000 Penalty: 5401.150879
	Iteration 20F: 3 clusters Score -6110693 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -6110991.000000 Penalty: 5401.150879
	Iteration 21Q: 3 clusters Score -6110991 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -6111411.000000 Penalty: 5401.150879
	Iteration 22Q: 3 clusters Score -6111411 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -6111810.500000 Penalty: 5401.150879
	Iteration 23Q: 3 clusters Score -6111810 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -6112251.500000 Penalty: 5401.150879
	Iteration 24Q: 3 clusters Score -6112252 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -6112714.500000 Penalty: 5401.150879
	Iteration 25Q: 3 clusters Score -6112714 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -6113113.500000 Penalty: 5401.150879
	Iteration 26Q: 3 clusters Score -6113114 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -6113480.000000 Penalty: 5401.150879
	Iteration 27Q: 3 clusters Score -6113480 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -6113852.000000 Penalty: 5401.150879
	Iteration 28Q: 3 clusters Score -6113852 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -6114205.000000 Penalty: 5401.150879
	Iteration 29Q: 3 clusters Score -6114205 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -6114525.000000 Penalty: 5401.150879
	Iteration 30Q: 3 clusters Score -6114525 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -6114889.000000 Penalty: 5401.150879
	Iteration 31Q: 3 clusters Score -6114889 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -6115251.000000 Penalty: 5401.150879
	Iteration 32Q: 3 clusters Score -6115251 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -6115632.000000 Penalty: 5401.150879
	Iteration 33Q: 3 clusters Score -6115632 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -6115974.500000 Penalty: 5401.150879
	Iteration 34Q: 3 clusters Score -6115974 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -6116304.000000 Penalty: 5401.150879
	Iteration 35Q: 3 clusters Score -6116304 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -6116598.000000 Penalty: 5401.150879
	Iteration 36Q: 3 clusters Score -6116598 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -6116856.000000 Penalty: 5401.150879
	Iteration 37Q: 3 clusters Score -6116856 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -6117097.500000 Penalty: 5401.150879
	Iteration 38Q: 3 clusters Score -6117098 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -6117270.500000 Penalty: 5401.150879
	Iteration 39Q: 3 clusters Score -6117270 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -6117438.000000 Penalty: 5401.150879
	Iteration 40F: 3 clusters Score -6117438 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -6117624.000000 Penalty: 5401.150879
	Iteration 41Q: 3 clusters Score -6117624 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -6117783.000000 Penalty: 5401.150879
	Iteration 42Q: 3 clusters Score -6117783 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -6117931.500000 Penalty: 5401.150879
	Iteration 43Q: 3 clusters Score -6117932 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -6118052.000000 Penalty: 5401.150879
	Iteration 44Q: 3 clusters Score -6118052 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -6118159.000000 Penalty: 5401.150879
	Iteration 45Q: 3 clusters Score -6118159 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -6118270.000000 Penalty: 5401.150879
	Iteration 46Q: 3 clusters Score -6118270 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 50114 members 
Entering Unmasked Estep 
Score: -6118366.000000 Penalty: 5401.150879
	Iteration 47Q: 3 clusters Score -6118366 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -6118454.000000 Penalty: 5401.150879
	Iteration 48Q: 3 clusters Score -6118454 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
Score: -6118568.000000 Penalty: 5401.150879
	Iteration 49Q: 3 clusters Score -6118568 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -6118653.000000 Penalty: 5401.150879
	Iteration 50Q: 3 clusters Score -6118653 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -6118707.000000 Penalty: 5401.150879
	Iteration 51Q: 3 clusters Score -6118707 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -6118739.000000 Penalty: 5401.150879
	Iteration 52Q: 3 clusters Score -6118739 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -6118769.000000 Penalty: 5401.150879
	Iteration 53Q: 3 clusters Score -6118769 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 50850 members 
Entering Unmasked Estep 
Score: -6118800.500000 Penalty: 5401.150879
	Iteration 54Q: 3 clusters Score -6118800 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -6118819.000000 Penalty: 5401.150879
	Iteration 55Q: 3 clusters Score -6118819 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -6118833.500000 Penalty: 5401.150879
	Iteration 56Q: 3 clusters Score -6118834 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -6118854.500000 Penalty: 5401.150879
	Iteration 57Q: 3 clusters Score -6118854 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -6118876.500000 Penalty: 5401.150879
	Iteration 58Q: 3 clusters Score -6118876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -6118923.500000 Penalty: 5401.150879
	Iteration 59Q: 3 clusters Score -6118924 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -6118946.000000 Penalty: 5401.150879
	Iteration 60F: 3 clusters Score -6118946 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -6119012.500000 Penalty: 5401.150879
	Iteration 61Q: 3 clusters Score -6119012 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -6119094.000000 Penalty: 5401.150879
	Iteration 62Q: 3 clusters Score -6119094 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 51221 members 
Entering Unmasked Estep 
Score: -6119139.000000 Penalty: 5401.150879
	Iteration 63Q: 3 clusters Score -6119139 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -6119178.000000 Penalty: 5401.150879
	Iteration 64Q: 3 clusters Score -6119178 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 51300 members 
Entering Unmasked Estep 
Score: -6119205.000000 Penalty: 5401.150879
	Iteration 65Q: 3 clusters Score -6119205 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -6119239.000000 Penalty: 5401.150879
	Iteration 66Q: 3 clusters Score -6119239 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
Score: -6119262.000000 Penalty: 5401.150879
	Iteration 67Q: 3 clusters Score -6119262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -6119279.500000 Penalty: 5401.150879
	Iteration 68Q: 3 clusters Score -6119280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 51389 members 
Entering Unmasked Estep 
Score: -6119278.500000 Penalty: 5401.150879
	Iteration 69Q: 3 clusters Score -6119278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 51395 members 
Entering Unmasked Estep 
Score: -6119283.000000 Penalty: 5401.150879
	Iteration 70Q: 3 clusters Score -6119283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 51403 members 
Entering Unmasked Estep 
Score: -6119290.000000 Penalty: 5401.150879
	Iteration 71Q: 3 clusters Score -6119290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -6119288.500000 Penalty: 5401.150879
	Iteration 72Q: 3 clusters Score -6119288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -6119291.000000 Penalty: 5401.150879
	Iteration 73Q: 3 clusters Score -6119291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -6119290.500000 Penalty: 5401.150879
	Iteration 74Q: 3 clusters Score -6119290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -6119297.500000 Penalty: 5401.150879
	Iteration 75Q: 3 clusters Score -6119298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -6119297.500000 Penalty: 5401.150879
	Iteration 76Q: 3 clusters Score -6119298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -6119293.000000 Penalty: 5401.150879
	Iteration 77Q: 3 clusters Score -6119293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -6119295.000000 Penalty: 5401.150879
	Iteration 78Q: 3 clusters Score -6119295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 51425 members 
Entering Unmasked Estep 
Score: -6119295.000000 Penalty: 5401.150879
	Iteration 79Q: 3 clusters Score -6119295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 51425 members 
Entering Unmasked Estep 
Score: -6119291.000000 Penalty: 5401.150879
	Iteration 80F: 3 clusters Score -6119291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 51425 members 
Entering Unmasked Estep 
Score: -6119293.500000 Penalty: 5401.150879
	Iteration 81Q: 3 clusters Score -6119294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -6119294.000000 Penalty: 5401.150879
	Iteration 82Q: 3 clusters Score -6119294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -6119295.500000 Penalty: 5401.150879
	Iteration 83Q: 3 clusters Score -6119296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -6119303.000000 Penalty: 5401.150879
	Iteration 84Q: 3 clusters Score -6119303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 51425 members 
Entering Unmasked Estep 
Score: -6119298.500000 Penalty: 5401.150879
	Iteration 85Q: 3 clusters Score -6119298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 51425 members 
Entering Unmasked Estep 
Score: -6119298.500000 Penalty: 5401.150879
	Iteration 86F: 3 clusters Score -6119298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (230347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230347 members 
Entering Unmasked Estep 
Score: -28120832.000000 Penalty: 3062.140869
	Iteration 0F: 2 clusters Score -2.812083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114840 members 
Mstep: Class 2 contains 115507 members 
Entering Unmasked Estep 
Score: -27969966.000000 Penalty: 6124.281738
	Iteration 0F: 3 clusters Score -2.796997e+07 nChanged 110793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112765 members 
Mstep: Class 2 contains 117582 members 
Entering Unmasked Estep 
Score: -28035734.000000 Penalty: 6124.281738
	Iteration 1F: 3 clusters Score -2.803573e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111635 members 
Mstep: Class 2 contains 118712 members 
Entering Unmasked Estep 
Score: -28037760.000000 Penalty: 6124.281738
	Iteration 2Q: 3 clusters Score -2.803776e+07 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110070 members 
Mstep: Class 2 contains 120277 members 
Entering Unmasked Estep 
Score: -28040432.000000 Penalty: 6124.281738
	Iteration 3Q: 3 clusters Score -2.804043e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107948 members 
Mstep: Class 2 contains 122399 members 
Entering Unmasked Estep 
Score: -28044092.000000 Penalty: 6124.281738
	Iteration 4Q: 3 clusters Score -2.804409e+07 nChanged 10752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105154 members 
Mstep: Class 2 contains 125193 members 
Entering Unmasked Estep 
Score: -28049032.000000 Penalty: 6124.281738
	Iteration 5Q: 3 clusters Score -2.804903e+07 nChanged 12102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101268 members 
Mstep: Class 2 contains 129079 members 
Entering Unmasked Estep 
Score: -28055176.000000 Penalty: 6124.281738
	Iteration 6F: 3 clusters Score -2.805518e+07 nChanged 12781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95779 members 
Mstep: Class 2 contains 134568 members 
Entering Unmasked Estep 
Score: -28062664.000000 Penalty: 6124.281738
	Iteration 7F: 3 clusters Score -2.806266e+07 nChanged 12862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88227 members 
Mstep: Class 2 contains 142120 members 
Entering Unmasked Estep 
Score: -28070744.000000 Penalty: 6124.281738
	Iteration 8F: 3 clusters Score -2.807074e+07 nChanged 12719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78932 members 
Mstep: Class 2 contains 151415 members 
Entering Unmasked Estep 
Score: -28078550.000000 Penalty: 6124.281738
	Iteration 9F: 3 clusters Score -2.807855e+07 nChanged 12188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68402 members 
Mstep: Class 2 contains 161945 members 
Entering Unmasked Estep 
Score: -28086364.000000 Penalty: 6124.281738
	Iteration 10F: 3 clusters Score -2.808636e+07 nChanged 11856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57190 members 
Mstep: Class 2 contains 173157 members 
Entering Unmasked Estep 
Score: -28093790.000000 Penalty: 6124.281738
	Iteration 11F: 3 clusters Score -2.809379e+07 nChanged 11065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 184024 members 
Entering Unmasked Estep 
Score: -28100492.000000 Penalty: 6124.281738
	Iteration 12Q: 3 clusters Score -2.810049e+07 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 193910 members 
Entering Unmasked Estep 
Score: -28105932.000000 Penalty: 6124.281738
	Iteration 13Q: 3 clusters Score -2.810593e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 202194 members 
Entering Unmasked Estep 
Score: -28110248.000000 Penalty: 6124.281738
	Iteration 14Q: 3 clusters Score -2.811025e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 208935 members 
Entering Unmasked Estep 
Score: -28113160.000000 Penalty: 6124.281738
	Iteration 15Q: 3 clusters Score -2.811316e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 214031 members 
Entering Unmasked Estep 
Score: -28115446.000000 Penalty: 6124.281738
	Iteration 16Q: 3 clusters Score -2.811545e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 217785 members 
Entering Unmasked Estep 
Score: -28116672.000000 Penalty: 6124.281738
	Iteration 17Q: 3 clusters Score -2.811667e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 220409 members 
Entering Unmasked Estep 
Score: -28117538.000000 Penalty: 6124.281738
	Iteration 18Q: 3 clusters Score -2.811754e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 222281 members 
Entering Unmasked Estep 
Score: -28118068.000000 Penalty: 6124.281738
	Iteration 19Q: 3 clusters Score -2.811807e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 223536 members 
Entering Unmasked Estep 
Score: -28118378.000000 Penalty: 6124.281738
	Iteration 20F: 3 clusters Score -2.811838e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 224407 members 
Entering Unmasked Estep 
Score: -28118482.000000 Penalty: 6124.281738
	Iteration 21Q: 3 clusters Score -2.811848e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 225025 members 
Entering Unmasked Estep 
Score: -28118572.000000 Penalty: 6124.281738
	Iteration 22Q: 3 clusters Score -2.811857e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 225487 members 
Entering Unmasked Estep 
Score: -28118680.000000 Penalty: 6124.281738
	Iteration 23Q: 3 clusters Score -2.811868e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 225827 members 
Entering Unmasked Estep 
Score: -28118720.000000 Penalty: 6124.281738
	Iteration 24Q: 3 clusters Score -2.811872e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 226088 members 
Entering Unmasked Estep 
Score: -28118756.000000 Penalty: 6124.281738
	Iteration 25Q: 3 clusters Score -2.811876e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 226300 members 
Entering Unmasked Estep 
Score: -28118818.000000 Penalty: 6124.281738
	Iteration 26Q: 3 clusters Score -2.811882e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 226458 members 
Entering Unmasked Estep 
Score: -28118858.000000 Penalty: 6124.281738
	Iteration 27Q: 3 clusters Score -2.811886e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 226593 members 
Entering Unmasked Estep 
Score: -28118882.000000 Penalty: 6124.281738
	Iteration 28Q: 3 clusters Score -2.811888e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 226710 members 
Entering Unmasked Estep 
Score: -28118914.000000 Penalty: 6124.281738
	Iteration 29Q: 3 clusters Score -2.811891e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 226803 members 
Entering Unmasked Estep 
Score: -28118940.000000 Penalty: 6124.281738
	Iteration 30Q: 3 clusters Score -2.811894e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 226875 members 
Entering Unmasked Estep 
Score: -28118958.000000 Penalty: 6124.281738
	Iteration 31Q: 3 clusters Score -2.811896e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 226928 members 
Entering Unmasked Estep 
Score: -28118996.000000 Penalty: 6124.281738
	Iteration 32Q: 3 clusters Score -2.8119e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 226977 members 
Entering Unmasked Estep 
Score: -28118964.000000 Penalty: 6124.281738
	Iteration 33Q: 3 clusters Score -2.811896e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 227026 members 
Entering Unmasked Estep 
Score: -28118992.000000 Penalty: 6124.281738
	Iteration 34Q: 3 clusters Score -2.811899e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 227074 members 
Entering Unmasked Estep 
Score: -28119018.000000 Penalty: 6124.281738
	Iteration 35Q: 3 clusters Score -2.811902e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 227122 members 
Entering Unmasked Estep 
Score: -28118992.000000 Penalty: 6124.281738
	Iteration 36Q: 3 clusters Score -2.811899e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 227153 members 
Entering Unmasked Estep 
Score: -28118976.000000 Penalty: 6124.281738
	Iteration 37Q: 3 clusters Score -2.811898e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 227171 members 
Entering Unmasked Estep 
Score: -28118984.000000 Penalty: 6124.281738
	Iteration 38Q: 3 clusters Score -2.811898e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 227192 members 
Entering Unmasked Estep 
Score: -28118990.000000 Penalty: 6124.281738
	Iteration 39Q: 3 clusters Score -2.811899e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 227211 members 
Entering Unmasked Estep 
Score: -28119000.000000 Penalty: 6124.281738
	Iteration 40F: 3 clusters Score -2.8119e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 227235 members 
Entering Unmasked Estep 
Score: -28118984.000000 Penalty: 6124.281738
	Iteration 41Q: 3 clusters Score -2.811898e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 227251 members 
Entering Unmasked Estep 
Score: -28118992.000000 Penalty: 6124.281738
	Iteration 42Q: 3 clusters Score -2.811899e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 227264 members 
Entering Unmasked Estep 
Score: -28118988.000000 Penalty: 6124.281738
	Iteration 43Q: 3 clusters Score -2.811899e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 227279 members 
Entering Unmasked Estep 
Score: -28118982.000000 Penalty: 6124.281738
	Iteration 44Q: 3 clusters Score -2.811898e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 227290 members 
Entering Unmasked Estep 
Score: -28118994.000000 Penalty: 6124.281738
	Iteration 45Q: 3 clusters Score -2.811899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 227294 members 
Entering Unmasked Estep 
Score: -28119002.000000 Penalty: 6124.281738
	Iteration 46Q: 3 clusters Score -2.8119e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 227304 members 
Entering Unmasked Estep 
Score: -28118988.000000 Penalty: 6124.281738
	Iteration 47Q: 3 clusters Score -2.811899e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 227312 members 
Entering Unmasked Estep 
Score: -28119010.000000 Penalty: 6124.281738
	Iteration 48Q: 3 clusters Score -2.811901e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 227325 members 
Entering Unmasked Estep 
Score: -28119002.000000 Penalty: 6124.281738
	Iteration 49Q: 3 clusters Score -2.8119e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 227341 members 
Entering Unmasked Estep 
Score: -28119002.000000 Penalty: 6124.281738
	Iteration 50Q: 3 clusters Score -2.8119e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 227351 members 
Entering Unmasked Estep 
Score: -28119020.000000 Penalty: 6124.281738
	Iteration 51Q: 3 clusters Score -2.811902e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 227366 members 
Entering Unmasked Estep 
Score: -28119024.000000 Penalty: 6124.281738
	Iteration 52Q: 3 clusters Score -2.811902e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 227379 members 
Entering Unmasked Estep 
Score: -28119018.000000 Penalty: 6124.281738
	Iteration 53Q: 3 clusters Score -2.811902e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 227389 members 
Entering Unmasked Estep 
Score: -28119008.000000 Penalty: 6124.281738
	Iteration 54Q: 3 clusters Score -2.811901e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 227400 members 
Entering Unmasked Estep 
Score: -28118998.000000 Penalty: 6124.281738
	Iteration 55Q: 3 clusters Score -2.8119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 227417 members 
Entering Unmasked Estep 
Score: -28119002.000000 Penalty: 6124.281738
	Iteration 56Q: 3 clusters Score -2.8119e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 227432 members 
Entering Unmasked Estep 
Score: -28118998.000000 Penalty: 6124.281738
	Iteration 57Q: 3 clusters Score -2.8119e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 227454 members 
Entering Unmasked Estep 
Score: -28119008.000000 Penalty: 6124.281738
	Iteration 58Q: 3 clusters Score -2.811901e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 227471 members 
Entering Unmasked Estep 
Score: -28118996.000000 Penalty: 6124.281738
	Iteration 59Q: 3 clusters Score -2.8119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 227484 members 
Entering Unmasked Estep 
Score: -28119014.000000 Penalty: 6124.281738
	Iteration 60F: 3 clusters Score -2.811901e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 227493 members 
Entering Unmasked Estep 
Score: -28119036.000000 Penalty: 6124.281738
	Iteration 61Q: 3 clusters Score -2.811904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 227505 members 
Entering Unmasked Estep 
Score: -28119020.000000 Penalty: 6124.281738
	Iteration 62Q: 3 clusters Score -2.811902e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 227512 members 
Entering Unmasked Estep 
Score: -28119042.000000 Penalty: 6124.281738
	Iteration 63Q: 3 clusters Score -2.811904e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 227530 members 
Entering Unmasked Estep 
Score: -28119044.000000 Penalty: 6124.281738
	Iteration 64Q: 3 clusters Score -2.811904e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 227544 members 
Entering Unmasked Estep 
Score: -28119058.000000 Penalty: 6124.281738
	Iteration 65Q: 3 clusters Score -2.811906e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 227557 members 
Entering Unmasked Estep 
Score: -28119066.000000 Penalty: 6124.281738
	Iteration 66Q: 3 clusters Score -2.811907e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 227569 members 
Entering Unmasked Estep 
Score: -28119042.000000 Penalty: 6124.281738
	Iteration 67Q: 3 clusters Score -2.811904e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 227584 members 
Entering Unmasked Estep 
Score: -28119032.000000 Penalty: 6124.281738
	Iteration 68Q: 3 clusters Score -2.811903e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 227602 members 
Entering Unmasked Estep 
Score: -28118996.000000 Penalty: 6124.281738
	Iteration 69Q: 3 clusters Score -2.8119e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 227612 members 
Entering Unmasked Estep 
Score: -28118994.000000 Penalty: 6124.281738
	Iteration 70Q: 3 clusters Score -2.811899e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 227623 members 
Entering Unmasked Estep 
Score: -28119012.000000 Penalty: 6124.281738
	Iteration 71Q: 3 clusters Score -2.811901e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 227638 members 
Entering Unmasked Estep 
Score: -28118980.000000 Penalty: 6124.281738
	Iteration 72Q: 3 clusters Score -2.811898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 227645 members 
Entering Unmasked Estep 
Score: -28118982.000000 Penalty: 6124.281738
	Iteration 73Q: 3 clusters Score -2.811898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 227651 members 
Entering Unmasked Estep 
Score: -28118980.000000 Penalty: 6124.281738
	Iteration 74Q: 3 clusters Score -2.811898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 227657 members 
Entering Unmasked Estep 
Score: -28118982.000000 Penalty: 6124.281738
	Iteration 75Q: 3 clusters Score -2.811898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 227669 members 
Entering Unmasked Estep 
Score: -28118966.000000 Penalty: 6124.281738
	Iteration 76Q: 3 clusters Score -2.811897e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 227688 members 
Entering Unmasked Estep 
Score: -28118962.000000 Penalty: 6124.281738
	Iteration 77Q: 3 clusters Score -2.811896e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 227697 members 
Entering Unmasked Estep 
Score: -28118952.000000 Penalty: 6124.281738
	Iteration 78Q: 3 clusters Score -2.811895e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 227705 members 
Entering Unmasked Estep 
Score: -28118964.000000 Penalty: 6124.281738
	Iteration 79Q: 3 clusters Score -2.811896e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 227720 members 
Entering Unmasked Estep 
Score: -28118980.000000 Penalty: 6124.281738
	Iteration 80F: 3 clusters Score -2.811898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 227724 members 
Entering Unmasked Estep 
Score: -28118958.000000 Penalty: 6124.281738
	Iteration 81Q: 3 clusters Score -2.811896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 227727 members 
Entering Unmasked Estep 
Score: -28118958.000000 Penalty: 6124.281738
	Iteration 82Q: 3 clusters Score -2.811896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 227730 members 
Entering Unmasked Estep 
Score: -28118966.000000 Penalty: 6124.281738
	Iteration 83Q: 3 clusters Score -2.811897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 227733 members 
Entering Unmasked Estep 
Score: -28118954.000000 Penalty: 6124.281738
	Iteration 84Q: 3 clusters Score -2.811895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 227735 members 
Entering Unmasked Estep 
Score: -28118946.000000 Penalty: 6124.281738
	Iteration 85Q: 3 clusters Score -2.811895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 227738 members 
Entering Unmasked Estep 
Score: -28118962.000000 Penalty: 6124.281738
	Iteration 86Q: 3 clusters Score -2.811896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 227741 members 
Entering Unmasked Estep 
Score: -28118954.000000 Penalty: 6124.281738
	Iteration 87Q: 3 clusters Score -2.811895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 227746 members 
Entering Unmasked Estep 
Score: -28118948.000000 Penalty: 6124.281738
	Iteration 88Q: 3 clusters Score -2.811895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 227749 members 
Entering Unmasked Estep 
Score: -28118952.000000 Penalty: 6124.281738
	Iteration 89Q: 3 clusters Score -2.811895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 227752 members 
Entering Unmasked Estep 
Score: -28118958.000000 Penalty: 6124.281738
	Iteration 90Q: 3 clusters Score -2.811896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 227752 members 
Entering Unmasked Estep 
Score: -28118960.000000 Penalty: 6124.281738
	Iteration 91Q: 3 clusters Score -2.811896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 227751 members 
Entering Unmasked Estep 
Score: -28118970.000000 Penalty: 6124.281738
	Iteration 92Q: 3 clusters Score -2.811897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 227751 members 
Entering Unmasked Estep 
Score: -28118966.000000 Penalty: 6124.281738
	Iteration 93Q: 3 clusters Score -2.811897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 227750 members 
Entering Unmasked Estep 
Score: -28118970.000000 Penalty: 6124.281738
	Iteration 94Q: 3 clusters Score -2.811897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 227750 members 
Entering Unmasked Estep 
Score: -28118970.000000 Penalty: 6124.281738
	Iteration 95F: 3 clusters Score -2.811897e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Entering Unmasked Estep 
Score: -1388502.500000 Penalty: 2315.437988
	Iteration 0F: 2 clusters Score -1388502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1379892.000000 Penalty: 4630.875977
	Iteration 0F: 3 clusters Score -1379892 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1382582.375000 Penalty: 4630.875977
	Iteration 1F: 3 clusters Score -1382582 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1382935.375000 Penalty: 4630.875977
	Iteration 2F: 3 clusters Score -1382935 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1383332.000000 Penalty: 4630.875977
	Iteration 3F: 3 clusters Score -1383332 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1383776.625000 Penalty: 4630.875977
	Iteration 4F: 3 clusters Score -1383777 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1384243.875000 Penalty: 4630.875977
	Iteration 5F: 3 clusters Score -1384244 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1384705.000000 Penalty: 4630.875977
	Iteration 6F: 3 clusters Score -1384705 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1385169.500000 Penalty: 4630.875977
	Iteration 7F: 3 clusters Score -1385170 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1385675.625000 Penalty: 4630.875977
	Iteration 8F: 3 clusters Score -1385676 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1386122.875000 Penalty: 4630.875977
	Iteration 9Q: 3 clusters Score -1386123 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1386525.125000 Penalty: 4630.875977
	Iteration 10Q: 3 clusters Score -1386525 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1386816.125000 Penalty: 4630.875977
	Iteration 11Q: 3 clusters Score -1386816 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1387002.125000 Penalty: 4630.875977
	Iteration 12Q: 3 clusters Score -1387002 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1387099.250000 Penalty: 4630.875977
	Iteration 13Q: 3 clusters Score -1387099 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1387163.000000 Penalty: 4630.875977
	Iteration 14Q: 3 clusters Score -1387163 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1387205.500000 Penalty: 4630.875977
	Iteration 15Q: 3 clusters Score -1387206 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1387229.375000 Penalty: 4630.875977
	Iteration 16Q: 3 clusters Score -1387229 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1387242.625000 Penalty: 4630.875977
	Iteration 17Q: 3 clusters Score -1387243 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1387259.125000 Penalty: 4630.875977
	Iteration 18Q: 3 clusters Score -1387259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1387267.500000 Penalty: 4630.875977
	Iteration 19Q: 3 clusters Score -1387268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1387276.500000 Penalty: 4630.875977
	Iteration 20F: 3 clusters Score -1387276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1387283.250000 Penalty: 4630.875977
	Iteration 21Q: 3 clusters Score -1387283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1387290.625000 Penalty: 4630.875977
	Iteration 22Q: 3 clusters Score -1387291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1387298.625000 Penalty: 4630.875977
	Iteration 23Q: 3 clusters Score -1387299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1387303.375000 Penalty: 4630.875977
	Iteration 24Q: 3 clusters Score -1387303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1387310.875000 Penalty: 4630.875977
	Iteration 25Q: 3 clusters Score -1387311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1387312.125000 Penalty: 4630.875977
	Iteration 26Q: 3 clusters Score -1387312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1387321.375000 Penalty: 4630.875977
	Iteration 27Q: 3 clusters Score -1387321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1387328.875000 Penalty: 4630.875977
	Iteration 28Q: 3 clusters Score -1387329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1387334.500000 Penalty: 4630.875977
	Iteration 29Q: 3 clusters Score -1387334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1387332.000000 Penalty: 4630.875977
	Iteration 30Q: 3 clusters Score -1387332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1387337.000000 Penalty: 4630.875977
	Iteration 31Q: 3 clusters Score -1387337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1387340.000000 Penalty: 4630.875977
	Iteration 32Q: 3 clusters Score -1387340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1387340.375000 Penalty: 4630.875977
	Iteration 33Q: 3 clusters Score -1387340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1387341.625000 Penalty: 4630.875977
	Iteration 34Q: 3 clusters Score -1387342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1387346.625000 Penalty: 4630.875977
	Iteration 35Q: 3 clusters Score -1387347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1387346.125000 Penalty: 4630.875977
	Iteration 36Q: 3 clusters Score -1387346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1387346.500000 Penalty: 4630.875977
	Iteration 37Q: 3 clusters Score -1387346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1387346.625000 Penalty: 4630.875977
	Iteration 38Q: 3 clusters Score -1387347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1387348.750000 Penalty: 4630.875977
	Iteration 39Q: 3 clusters Score -1387349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1387348.875000 Penalty: 4630.875977
	Iteration 40F: 3 clusters Score -1387349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1387349.250000 Penalty: 4630.875977
	Iteration 41Q: 3 clusters Score -1387349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1387349.500000 Penalty: 4630.875977
	Iteration 42Q: 3 clusters Score -1387350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1387350.375000 Penalty: 4630.875977
	Iteration 43Q: 3 clusters Score -1387350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1387350.375000 Penalty: 4630.875977
	Iteration 44F: 3 clusters Score -1387350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (55691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Entering Unmasked Estep 
Score: -6667331.500000 Penalty: 2710.038330
	Iteration 0F: 2 clusters Score -6667332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -6629927.000000 Penalty: 5420.076660
	Iteration 0F: 3 clusters Score -6629927 nChanged 25767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -6644294.500000 Penalty: 5420.076660
	Iteration 1F: 3 clusters Score -6644294 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -6645082.000000 Penalty: 5420.076660
	Iteration 2Q: 3 clusters Score -6645082 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -6646123.500000 Penalty: 5420.076660
	Iteration 3Q: 3 clusters Score -6646124 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -6647640.500000 Penalty: 5420.076660
	Iteration 4F: 3 clusters Score -6647640 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -6650133.000000 Penalty: 5420.076660
	Iteration 5F: 3 clusters Score -6650133 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -6653673.500000 Penalty: 5420.076660
	Iteration 6F: 3 clusters Score -6653674 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -6657867.500000 Penalty: 5420.076660
	Iteration 7F: 3 clusters Score -6657868 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -6661460.000000 Penalty: 5420.076660
	Iteration 8F: 3 clusters Score -6661460 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 53694 members 
Entering Unmasked Estep 
Score: -6663581.000000 Penalty: 5420.076660
	Iteration 9Q: 3 clusters Score -6663581 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 54663 members 
Entering Unmasked Estep 
Score: -6664428.500000 Penalty: 5420.076660
	Iteration 10Q: 3 clusters Score -6664428 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -6664737.000000 Penalty: 5420.076660
	Iteration 11Q: 3 clusters Score -6664737 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -6664893.000000 Penalty: 5420.076660
	Iteration 12Q: 3 clusters Score -6664893 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 55203 members 
Entering Unmasked Estep 
Score: -6664936.000000 Penalty: 5420.076660
	Iteration 13Q: 3 clusters Score -6664936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 55232 members 
Entering Unmasked Estep 
Score: -6664977.000000 Penalty: 5420.076660
	Iteration 14Q: 3 clusters Score -6664977 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -6665022.000000 Penalty: 5420.076660
	Iteration 15Q: 3 clusters Score -6665022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 55270 members 
Entering Unmasked Estep 
Score: -6665042.500000 Penalty: 5420.076660
	Iteration 16Q: 3 clusters Score -6665042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -6665052.000000 Penalty: 5420.076660
	Iteration 17Q: 3 clusters Score -6665052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 55293 members 
Entering Unmasked Estep 
Score: -6665064.500000 Penalty: 5420.076660
	Iteration 18Q: 3 clusters Score -6665064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 55296 members 
Entering Unmasked Estep 
Score: -6665082.000000 Penalty: 5420.076660
	Iteration 19Q: 3 clusters Score -6665082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 55300 members 
Entering Unmasked Estep 
Score: -6665084.000000 Penalty: 5420.076660
	Iteration 20F: 3 clusters Score -6665084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 55304 members 
Entering Unmasked Estep 
Score: -6665084.000000 Penalty: 5420.076660
	Iteration 21Q: 3 clusters Score -6665084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 55306 members 
Entering Unmasked Estep 
Score: -6665085.000000 Penalty: 5420.076660
	Iteration 22Q: 3 clusters Score -6665085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 55311 members 
Entering Unmasked Estep 
Score: -6665090.000000 Penalty: 5420.076660
	Iteration 23Q: 3 clusters Score -6665090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 55314 members 
Entering Unmasked Estep 
Score: -6665093.500000 Penalty: 5420.076660
	Iteration 24Q: 3 clusters Score -6665094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -6665093.000000 Penalty: 5420.076660
	Iteration 25Q: 3 clusters Score -6665093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -6665091.000000 Penalty: 5420.076660
	Iteration 26Q: 3 clusters Score -6665091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -6665091.000000 Penalty: 5420.076660
	Iteration 27F: 3 clusters Score -6665091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (108084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108084 members 
Entering Unmasked Estep 
Score: -13183251.000000 Penalty: 2874.484619
	Iteration 0F: 2 clusters Score -1.318325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -13111011.000000 Penalty: 5748.969238
	Iteration 0F: 3 clusters Score -1.311101e+07 nChanged 51242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56487 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -13140969.000000 Penalty: 5748.969238
	Iteration 1F: 3 clusters Score -1.314097e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58183 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -13143294.000000 Penalty: 5748.969238
	Iteration 2Q: 3 clusters Score -1.314329e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60999 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -13146945.000000 Penalty: 5748.969238
	Iteration 3F: 3 clusters Score -1.314694e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65394 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -13151415.000000 Penalty: 5748.969238
	Iteration 4F: 3 clusters Score -1.315142e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71155 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -13156718.000000 Penalty: 5748.969238
	Iteration 5F: 3 clusters Score -1.315672e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77405 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -13162618.000000 Penalty: 5748.969238
	Iteration 6F: 3 clusters Score -1.316262e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83296 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -13168957.000000 Penalty: 5748.969238
	Iteration 7F: 3 clusters Score -1.316896e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87718 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -13174803.000000 Penalty: 5748.969238
	Iteration 8Q: 3 clusters Score -1.31748e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90457 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -13178034.000000 Penalty: 5748.969238
	Iteration 9Q: 3 clusters Score -1.317803e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92320 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -13179464.000000 Penalty: 5748.969238
	Iteration 10Q: 3 clusters Score -1.317946e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93861 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -13180250.000000 Penalty: 5748.969238
	Iteration 11Q: 3 clusters Score -1.318025e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95141 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -13180898.000000 Penalty: 5748.969238
	Iteration 12Q: 3 clusters Score -1.31809e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96193 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -13181416.000000 Penalty: 5748.969238
	Iteration 13Q: 3 clusters Score -1.318142e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97021 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -13181723.000000 Penalty: 5748.969238
	Iteration 14Q: 3 clusters Score -1.318172e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97748 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -13181948.000000 Penalty: 5748.969238
	Iteration 15Q: 3 clusters Score -1.318195e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98410 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -13182200.000000 Penalty: 5748.969238
	Iteration 16Q: 3 clusters Score -1.31822e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98977 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -13182388.000000 Penalty: 5748.969238
	Iteration 17Q: 3 clusters Score -1.318239e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99423 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -13182508.000000 Penalty: 5748.969238
	Iteration 18Q: 3 clusters Score -1.318251e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99800 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -13182614.000000 Penalty: 5748.969238
	Iteration 19Q: 3 clusters Score -1.318261e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100147 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -13182687.000000 Penalty: 5748.969238
	Iteration 20F: 3 clusters Score -1.318269e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100460 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -13182765.000000 Penalty: 5748.969238
	Iteration 21Q: 3 clusters Score -1.318276e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100705 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -13182802.000000 Penalty: 5748.969238
	Iteration 22Q: 3 clusters Score -1.31828e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100915 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -13182835.000000 Penalty: 5748.969238
	Iteration 23Q: 3 clusters Score -1.318284e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101096 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -13182827.000000 Penalty: 5748.969238
	Iteration 24Q: 3 clusters Score -1.318283e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101242 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -13182844.000000 Penalty: 5748.969238
	Iteration 25Q: 3 clusters Score -1.318284e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101375 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -13182869.000000 Penalty: 5748.969238
	Iteration 26Q: 3 clusters Score -1.318287e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101514 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -13182875.000000 Penalty: 5748.969238
	Iteration 27Q: 3 clusters Score -1.318288e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101625 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -13182931.000000 Penalty: 5748.969238
	Iteration 28Q: 3 clusters Score -1.318293e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101716 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -13182955.000000 Penalty: 5748.969238
	Iteration 29Q: 3 clusters Score -1.318296e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101792 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -13182969.000000 Penalty: 5748.969238
	Iteration 30Q: 3 clusters Score -1.318297e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101855 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -13182968.000000 Penalty: 5748.969238
	Iteration 31Q: 3 clusters Score -1.318297e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101917 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -13182973.000000 Penalty: 5748.969238
	Iteration 32Q: 3 clusters Score -1.318297e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101976 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -13182983.000000 Penalty: 5748.969238
	Iteration 33Q: 3 clusters Score -1.318298e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102023 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -13182971.000000 Penalty: 5748.969238
	Iteration 34Q: 3 clusters Score -1.318297e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102065 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -13182962.000000 Penalty: 5748.969238
	Iteration 35Q: 3 clusters Score -1.318296e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102101 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -13182968.000000 Penalty: 5748.969238
	Iteration 36Q: 3 clusters Score -1.318297e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102138 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -13182974.000000 Penalty: 5748.969238
	Iteration 37Q: 3 clusters Score -1.318297e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102172 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -13182979.000000 Penalty: 5748.969238
	Iteration 38Q: 3 clusters Score -1.318298e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102203 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -13182993.000000 Penalty: 5748.969238
	Iteration 39Q: 3 clusters Score -1.318299e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102229 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -13182991.000000 Penalty: 5748.969238
	Iteration 40F: 3 clusters Score -1.318299e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102255 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -13182976.000000 Penalty: 5748.969238
	Iteration 41Q: 3 clusters Score -1.318298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102273 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -13182998.000000 Penalty: 5748.969238
	Iteration 42Q: 3 clusters Score -1.3183e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102287 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -13183004.000000 Penalty: 5748.969238
	Iteration 43Q: 3 clusters Score -1.3183e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102301 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -13182997.000000 Penalty: 5748.969238
	Iteration 44Q: 3 clusters Score -1.3183e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102315 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -13183010.000000 Penalty: 5748.969238
	Iteration 45Q: 3 clusters Score -1.318301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102324 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -13183002.000000 Penalty: 5748.969238
	Iteration 46Q: 3 clusters Score -1.3183e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102335 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -13183007.000000 Penalty: 5748.969238
	Iteration 47Q: 3 clusters Score -1.318301e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102346 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -13182985.000000 Penalty: 5748.969238
	Iteration 48Q: 3 clusters Score -1.318298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102353 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -13183000.000000 Penalty: 5748.969238
	Iteration 49Q: 3 clusters Score -1.3183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102361 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -13183006.000000 Penalty: 5748.969238
	Iteration 50Q: 3 clusters Score -1.318301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102367 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -13183000.000000 Penalty: 5748.969238
	Iteration 51Q: 3 clusters Score -1.3183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102373 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -13183002.000000 Penalty: 5748.969238
	Iteration 52Q: 3 clusters Score -1.3183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102379 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -13182999.000000 Penalty: 5748.969238
	Iteration 53Q: 3 clusters Score -1.3183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102385 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -13183007.000000 Penalty: 5748.969238
	Iteration 54Q: 3 clusters Score -1.318301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102388 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -13183014.000000 Penalty: 5748.969238
	Iteration 55Q: 3 clusters Score -1.318301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102390 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -13183006.000000 Penalty: 5748.969238
	Iteration 56Q: 3 clusters Score -1.318301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102395 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -13183009.000000 Penalty: 5748.969238
	Iteration 57Q: 3 clusters Score -1.318301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102404 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -13183014.000000 Penalty: 5748.969238
	Iteration 58Q: 3 clusters Score -1.318301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102407 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -13183013.000000 Penalty: 5748.969238
	Iteration 59Q: 3 clusters Score -1.318301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102409 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -13183020.000000 Penalty: 5748.969238
	Iteration 60F: 3 clusters Score -1.318302e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Entering Unmasked Estep 
Score: -124545.375000 Penalty: 1743.652710
	Iteration 0F: 2 clusters Score -124545.4 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 564 members 
Entering Unmasked Estep 
Score: -122561.492188 Penalty: 3487.305420
	Iteration 0F: 3 clusters Score -122561.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -122892.937500 Penalty: 3487.305420
	Iteration 1F: 3 clusters Score -122892.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -122996.351562 Penalty: 3487.305420
	Iteration 2F: 3 clusters Score -122996.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -123082.968750 Penalty: 3487.305420
	Iteration 3Q: 3 clusters Score -123083 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -123146.898438 Penalty: 3487.305420
	Iteration 4Q: 3 clusters Score -123146.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -123195.679688 Penalty: 3487.305420
	Iteration 5Q: 3 clusters Score -123195.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -123241.164062 Penalty: 3487.305420
	Iteration 6Q: 3 clusters Score -123241.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -123304.101562 Penalty: 3487.305420
	Iteration 7Q: 3 clusters Score -123304.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -123384.414062 Penalty: 3487.305420
	Iteration 8Q: 3 clusters Score -123384.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -123493.343750 Penalty: 3487.305420
	Iteration 9Q: 3 clusters Score -123493.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -123617.140625 Penalty: 3487.305420
	Iteration 10Q: 3 clusters Score -123617.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -123854.515625 Penalty: 3487.305420
	Iteration 11Q: 3 clusters Score -123854.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -124204.765625 Penalty: 3487.305420
	Iteration 12F: 3 clusters Score -124204.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -124726.828125 Penalty: 3487.305420
	Iteration 13F: 3 clusters Score -124726.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -125522.992188 Penalty: 3487.305420
	Iteration 14Q: 3 clusters Score -125523 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -126539.210938 Penalty: 3487.305420
	Iteration 15Q: 3 clusters Score -126539.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -126818.945312 Penalty: 3487.305420
	Iteration 16Q: 3 clusters Score -126818.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -127045.031250 Penalty: 3487.305420
	Iteration 17Q: 3 clusters Score -127045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -127304.773438 Penalty: 3487.305420
	Iteration 18Q: 3 clusters Score -127304.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -128172.773438 Penalty: 3487.305420
	Iteration 19Q: 3 clusters Score -128172.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -128172.773438 Penalty: 3487.305420
	Iteration 20F: 3 clusters Score -128172.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6347 members 
Mstep: Class 3 contains 7857 members 
Mstep: Class 4 contains 23160 members 
Mstep: Class 5 contains 13564 members 
Mstep: Class 6 contains 38216 members 
Mstep: Class 7 contains 150503 members 
Mstep: Class 8 contains 27236 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16008 members 
Mstep: Class 11 contains 13492 members 
Mstep: Class 12 contains 34122 members 
Mstep: Class 13 contains 31426 members 
Mstep: Class 14 contains 70023 members 
Mstep: Class 15 contains 262800 members 
Mstep: Class 16 contains 130503 members 
Mstep: Class 17 contains 53606 members 
Mstep: Class 18 contains 230347 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 55691 members 
Mstep: Class 21 contains 108084 members 
Mstep: Class 22 contains 708 members 
Mstep: Class 23 contains 7805 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 26085 members 
Mstep: Class 26 contains 11238 members 
Mstep: Class 27 contains 756 members 
Mstep: Class 28 contains 423 members 
Entering Unmasked Estep 
Score: -158461552.000000 Penalty: 97929.023438
Splitting cluster 22 changes total score from -158459488.000000 to -158461552.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 23 (7805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Entering Unmasked Estep 
Score: -906240.312500 Penalty: 2222.704834
	Iteration 0F: 2 clusters Score -906240.3 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 3880 members 
Entering Unmasked Estep 
Score: -899977.812500 Penalty: 4445.409668
	Iteration 0F: 3 clusters Score -899977.8 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -901765.812500 Penalty: 4445.409668
	Iteration 1F: 3 clusters Score -901765.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -902140.625000 Penalty: 4445.409668
	Iteration 2F: 3 clusters Score -902140.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -902412.000000 Penalty: 4445.409668
	Iteration 3F: 3 clusters Score -902412 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -902667.625000 Penalty: 4445.409668
	Iteration 4F: 3 clusters Score -902667.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -902941.437500 Penalty: 4445.409668
	Iteration 5F: 3 clusters Score -902941.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -903210.437500 Penalty: 4445.409668
	Iteration 6F: 3 clusters Score -903210.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -903469.812500 Penalty: 4445.409668
	Iteration 7F: 3 clusters Score -903469.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -903662.125000 Penalty: 4445.409668
	Iteration 8Q: 3 clusters Score -903662.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -903817.437500 Penalty: 4445.409668
	Iteration 9Q: 3 clusters Score -903817.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -903940.687500 Penalty: 4445.409668
	Iteration 10Q: 3 clusters Score -903940.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -904051.250000 Penalty: 4445.409668
	Iteration 11Q: 3 clusters Score -904051.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -904158.875000 Penalty: 4445.409668
	Iteration 12Q: 3 clusters Score -904158.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -904255.812500 Penalty: 4445.409668
	Iteration 13Q: 3 clusters Score -904255.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -904350.125000 Penalty: 4445.409668
	Iteration 14Q: 3 clusters Score -904350.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -904428.625000 Penalty: 4445.409668
	Iteration 15Q: 3 clusters Score -904428.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -904498.750000 Penalty: 4445.409668
	Iteration 16Q: 3 clusters Score -904498.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -904573.875000 Penalty: 4445.409668
	Iteration 17Q: 3 clusters Score -904573.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -904646.312500 Penalty: 4445.409668
	Iteration 18Q: 3 clusters Score -904646.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -904700.937500 Penalty: 4445.409668
	Iteration 19Q: 3 clusters Score -904700.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -904745.375000 Penalty: 4445.409668
	Iteration 20F: 3 clusters Score -904745.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -904793.187500 Penalty: 4445.409668
	Iteration 21Q: 3 clusters Score -904793.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -904833.187500 Penalty: 4445.409668
	Iteration 22Q: 3 clusters Score -904833.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -904855.562500 Penalty: 4445.409668
	Iteration 23Q: 3 clusters Score -904855.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -904875.187500 Penalty: 4445.409668
	Iteration 24Q: 3 clusters Score -904875.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -904892.562500 Penalty: 4445.409668
	Iteration 25Q: 3 clusters Score -904892.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -904908.187500 Penalty: 4445.409668
	Iteration 26Q: 3 clusters Score -904908.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -904928.687500 Penalty: 4445.409668
	Iteration 27Q: 3 clusters Score -904928.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -904939.312500 Penalty: 4445.409668
	Iteration 28Q: 3 clusters Score -904939.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -904946.750000 Penalty: 4445.409668
	Iteration 29Q: 3 clusters Score -904946.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -904953.375000 Penalty: 4445.409668
	Iteration 30Q: 3 clusters Score -904953.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -904955.812500 Penalty: 4445.409668
	Iteration 31Q: 3 clusters Score -904955.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -904957.312500 Penalty: 4445.409668
	Iteration 32Q: 3 clusters Score -904957.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -904962.562500 Penalty: 4445.409668
	Iteration 33Q: 3 clusters Score -904962.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -904965.312500 Penalty: 4445.409668
	Iteration 34Q: 3 clusters Score -904965.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -904970.312500 Penalty: 4445.409668
	Iteration 35Q: 3 clusters Score -904970.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -904974.125000 Penalty: 4445.409668
	Iteration 36Q: 3 clusters Score -904974.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -904976.500000 Penalty: 4445.409668
	Iteration 37Q: 3 clusters Score -904976.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -904981.000000 Penalty: 4445.409668
	Iteration 38Q: 3 clusters Score -904981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -904981.062500 Penalty: 4445.409668
	Iteration 39Q: 3 clusters Score -904981.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -904982.250000 Penalty: 4445.409668
	Iteration 40F: 3 clusters Score -904982.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -904984.625000 Penalty: 4445.409668
	Iteration 41Q: 3 clusters Score -904984.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -904986.312500 Penalty: 4445.409668
	Iteration 42Q: 3 clusters Score -904986.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -904988.250000 Penalty: 4445.409668
	Iteration 43Q: 3 clusters Score -904988.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -904992.875000 Penalty: 4445.409668
	Iteration 44Q: 3 clusters Score -904992.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -904991.312500 Penalty: 4445.409668
	Iteration 45Q: 3 clusters Score -904991.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -904993.562500 Penalty: 4445.409668
	Iteration 46Q: 3 clusters Score -904993.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -904993.562500 Penalty: 4445.409668
	Iteration 47F: 3 clusters Score -904993.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -67270.843750 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -67270.84 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 338 members 
Entering Unmasked Estep 
Score: -65691.109375 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -65691.11 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -65994.242188 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -65994.24 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -66150.656250 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -66150.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -66237.335938 Penalty: 3213.340576
	Iteration 3F: 3 clusters Score -66237.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -66299.703125 Penalty: 3213.340576
	Iteration 4Q: 3 clusters Score -66299.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -66395.523438 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -66395.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -66584.171875 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -66584.17 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -66823.593750 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -66823.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -67007.335938 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -67007.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -67207.046875 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -67207.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -67635.273438 Penalty: 3213.340576
	Iteration 10Q: 3 clusters Score -67635.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -68156.210938 Penalty: 3213.340576
	Iteration 11Q: 3 clusters Score -68156.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -68354.898438 Penalty: 3213.340576
	Iteration 12Q: 3 clusters Score -68354.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -68409.898438 Penalty: 3213.340576
	Iteration 13Q: 3 clusters Score -68409.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -68427.023438 Penalty: 3213.340576
	Iteration 14Q: 3 clusters Score -68427.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -68448.085938 Penalty: 3213.340576
	Iteration 15F: 3 clusters Score -68448.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -68475.500000 Penalty: 3213.340576
	Iteration 16Q: 3 clusters Score -68475.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -68475.500000 Penalty: 3213.340576
	Iteration 17F: 3 clusters Score -68475.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6347 members 
Mstep: Class 3 contains 7857 members 
Mstep: Class 4 contains 23160 members 
Mstep: Class 5 contains 13564 members 
Mstep: Class 6 contains 38216 members 
Mstep: Class 7 contains 150503 members 
Mstep: Class 8 contains 27236 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16008 members 
Mstep: Class 11 contains 13492 members 
Mstep: Class 12 contains 34122 members 
Mstep: Class 13 contains 31426 members 
Mstep: Class 14 contains 70023 members 
Mstep: Class 15 contains 262800 members 
Mstep: Class 16 contains 130503 members 
Mstep: Class 17 contains 53606 members 
Mstep: Class 18 contains 230347 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 55691 members 
Mstep: Class 21 contains 108084 members 
Mstep: Class 22 contains 708 members 
Mstep: Class 23 contains 7805 members 
Mstep: Class 24 contains 163 members 
Mstep: Class 25 contains 26085 members 
Mstep: Class 26 contains 11238 members 
Mstep: Class 27 contains 756 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 488 members 
Entering Unmasked Estep 
Score: -158460880.000000 Penalty: 101426.492188
Splitting cluster 24 changes total score from -158459488.000000 to -158460880.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 25 (26085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Entering Unmasked Estep 
Score: -3245041.250000 Penalty: 2521.940674
	Iteration 0F: 2 clusters Score -3245041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -3226964.250000 Penalty: 5043.881348
	Iteration 0F: 3 clusters Score -3226964 nChanged 11656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -3233203.000000 Penalty: 5043.881348
	Iteration 1F: 3 clusters Score -3233203 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -3233646.250000 Penalty: 5043.881348
	Iteration 2Q: 3 clusters Score -3233646 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -3234029.000000 Penalty: 5043.881348
	Iteration 3Q: 3 clusters Score -3234029 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -3234422.750000 Penalty: 5043.881348
	Iteration 4Q: 3 clusters Score -3234423 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -3234888.500000 Penalty: 5043.881348
	Iteration 5Q: 3 clusters Score -3234888 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -3235404.500000 Penalty: 5043.881348
	Iteration 6Q: 3 clusters Score -3235404 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -3236094.750000 Penalty: 5043.881348
	Iteration 7Q: 3 clusters Score -3236095 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -3236873.500000 Penalty: 5043.881348
	Iteration 8F: 3 clusters Score -3236874 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -3237721.250000 Penalty: 5043.881348
	Iteration 9F: 3 clusters Score -3237721 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -3238655.250000 Penalty: 5043.881348
	Iteration 10F: 3 clusters Score -3238655 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -3239638.250000 Penalty: 5043.881348
	Iteration 11Q: 3 clusters Score -3239638 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -3240519.500000 Penalty: 5043.881348
	Iteration 12Q: 3 clusters Score -3240520 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -3241164.250000 Penalty: 5043.881348
	Iteration 13Q: 3 clusters Score -3241164 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -3241568.500000 Penalty: 5043.881348
	Iteration 14Q: 3 clusters Score -3241568 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -3241814.500000 Penalty: 5043.881348
	Iteration 15Q: 3 clusters Score -3241814 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -3241938.750000 Penalty: 5043.881348
	Iteration 16Q: 3 clusters Score -3241939 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -3242047.000000 Penalty: 5043.881348
	Iteration 17Q: 3 clusters Score -3242047 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3242134.750000 Penalty: 5043.881348
	Iteration 18Q: 3 clusters Score -3242135 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -3242217.000000 Penalty: 5043.881348
	Iteration 19Q: 3 clusters Score -3242217 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -3242285.500000 Penalty: 5043.881348
	Iteration 20F: 3 clusters Score -3242286 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -3242344.250000 Penalty: 5043.881348
	Iteration 21Q: 3 clusters Score -3242344 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -3242411.500000 Penalty: 5043.881348
	Iteration 22Q: 3 clusters Score -3242412 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -3242451.750000 Penalty: 5043.881348
	Iteration 23Q: 3 clusters Score -3242452 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -3242499.250000 Penalty: 5043.881348
	Iteration 24Q: 3 clusters Score -3242499 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -3242529.250000 Penalty: 5043.881348
	Iteration 25Q: 3 clusters Score -3242529 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -3242547.000000 Penalty: 5043.881348
	Iteration 26Q: 3 clusters Score -3242547 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -3242579.250000 Penalty: 5043.881348
	Iteration 27Q: 3 clusters Score -3242579 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -3242598.250000 Penalty: 5043.881348
	Iteration 28Q: 3 clusters Score -3242598 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -3242609.750000 Penalty: 5043.881348
	Iteration 29Q: 3 clusters Score -3242610 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -3242627.250000 Penalty: 5043.881348
	Iteration 30Q: 3 clusters Score -3242627 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -3242652.750000 Penalty: 5043.881348
	Iteration 31Q: 3 clusters Score -3242653 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -3242654.250000 Penalty: 5043.881348
	Iteration 32Q: 3 clusters Score -3242654 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -3242653.750000 Penalty: 5043.881348
	Iteration 33Q: 3 clusters Score -3242654 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -3242670.500000 Penalty: 5043.881348
	Iteration 34Q: 3 clusters Score -3242670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -3242680.500000 Penalty: 5043.881348
	Iteration 35Q: 3 clusters Score -3242680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -3242686.750000 Penalty: 5043.881348
	Iteration 36Q: 3 clusters Score -3242687 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3242695.500000 Penalty: 5043.881348
	Iteration 37Q: 3 clusters Score -3242696 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -3242698.750000 Penalty: 5043.881348
	Iteration 38Q: 3 clusters Score -3242699 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -3242704.750000 Penalty: 5043.881348
	Iteration 39Q: 3 clusters Score -3242705 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -3242718.000000 Penalty: 5043.881348
	Iteration 40F: 3 clusters Score -3242718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -3242723.500000 Penalty: 5043.881348
	Iteration 41Q: 3 clusters Score -3242724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -3242719.750000 Penalty: 5043.881348
	Iteration 42Q: 3 clusters Score -3242720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3242723.250000 Penalty: 5043.881348
	Iteration 43Q: 3 clusters Score -3242723 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -3242727.000000 Penalty: 5043.881348
	Iteration 44Q: 3 clusters Score -3242727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -3242734.750000 Penalty: 5043.881348
	Iteration 45Q: 3 clusters Score -3242735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3242744.000000 Penalty: 5043.881348
	Iteration 46Q: 3 clusters Score -3242744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -3242747.000000 Penalty: 5043.881348
	Iteration 47Q: 3 clusters Score -3242747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -3242764.750000 Penalty: 5043.881348
	Iteration 48Q: 3 clusters Score -3242765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3242759.250000 Penalty: 5043.881348
	Iteration 49Q: 3 clusters Score -3242759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3242764.500000 Penalty: 5043.881348
	Iteration 50Q: 3 clusters Score -3242764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -3242766.750000 Penalty: 5043.881348
	Iteration 51Q: 3 clusters Score -3242767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -3242763.000000 Penalty: 5043.881348
	Iteration 52Q: 3 clusters Score -3242763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -3242770.750000 Penalty: 5043.881348
	Iteration 53Q: 3 clusters Score -3242771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3242763.500000 Penalty: 5043.881348
	Iteration 54Q: 3 clusters Score -3242764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3242770.000000 Penalty: 5043.881348
	Iteration 55Q: 3 clusters Score -3242770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -3242769.250000 Penalty: 5043.881348
	Iteration 56Q: 3 clusters Score -3242769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -3242770.750000 Penalty: 5043.881348
	Iteration 57Q: 3 clusters Score -3242771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -3242769.500000 Penalty: 5043.881348
	Iteration 58Q: 3 clusters Score -3242770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3242765.500000 Penalty: 5043.881348
	Iteration 59Q: 3 clusters Score -3242766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -3242761.500000 Penalty: 5043.881348
	Iteration 60F: 3 clusters Score -3242762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -3242764.500000 Penalty: 5043.881348
	Iteration 61Q: 3 clusters Score -3242764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3242762.250000 Penalty: 5043.881348
	Iteration 62Q: 3 clusters Score -3242762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -3242768.000000 Penalty: 5043.881348
	Iteration 63Q: 3 clusters Score -3242768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3242767.500000 Penalty: 5043.881348
	Iteration 64Q: 3 clusters Score -3242768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3242764.750000 Penalty: 5043.881348
	Iteration 65Q: 3 clusters Score -3242765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -3242766.500000 Penalty: 5043.881348
	Iteration 66Q: 3 clusters Score -3242766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3242768.750000 Penalty: 5043.881348
	Iteration 67Q: 3 clusters Score -3242769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -3242770.250000 Penalty: 5043.881348
	Iteration 68Q: 3 clusters Score -3242770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3242771.500000 Penalty: 5043.881348
	Iteration 69Q: 3 clusters Score -3242772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3242771.500000 Penalty: 5043.881348
	Iteration 70F: 3 clusters Score -3242772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Entering Unmasked Estep 
Score: -1390330.500000 Penalty: 2313.109863
	Iteration 0F: 2 clusters Score -1390330 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 5615 members 
Entering Unmasked Estep 
Score: -1381892.750000 Penalty: 4626.219727
	Iteration 0F: 3 clusters Score -1381893 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1384371.625000 Penalty: 4626.219727
	Iteration 1F: 3 clusters Score -1384372 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1384776.625000 Penalty: 4626.219727
	Iteration 2F: 3 clusters Score -1384777 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1385153.875000 Penalty: 4626.219727
	Iteration 3F: 3 clusters Score -1385154 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1385474.250000 Penalty: 4626.219727
	Iteration 4F: 3 clusters Score -1385474 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1385860.125000 Penalty: 4626.219727
	Iteration 5F: 3 clusters Score -1385860 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1386221.750000 Penalty: 4626.219727
	Iteration 6F: 3 clusters Score -1386222 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1386528.625000 Penalty: 4626.219727
	Iteration 7Q: 3 clusters Score -1386529 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1386796.250000 Penalty: 4626.219727
	Iteration 8Q: 3 clusters Score -1386796 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1387030.500000 Penalty: 4626.219727
	Iteration 9Q: 3 clusters Score -1387030 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1387257.625000 Penalty: 4626.219727
	Iteration 10Q: 3 clusters Score -1387258 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1387441.250000 Penalty: 4626.219727
	Iteration 11Q: 3 clusters Score -1387441 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1387571.000000 Penalty: 4626.219727
	Iteration 12Q: 3 clusters Score -1387571 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1387666.250000 Penalty: 4626.219727
	Iteration 13Q: 3 clusters Score -1387666 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1387749.250000 Penalty: 4626.219727
	Iteration 14Q: 3 clusters Score -1387749 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1387819.000000 Penalty: 4626.219727
	Iteration 15Q: 3 clusters Score -1387819 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1387862.250000 Penalty: 4626.219727
	Iteration 16Q: 3 clusters Score -1387862 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1387899.125000 Penalty: 4626.219727
	Iteration 17Q: 3 clusters Score -1387899 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1387926.375000 Penalty: 4626.219727
	Iteration 18Q: 3 clusters Score -1387926 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1387949.750000 Penalty: 4626.219727
	Iteration 19Q: 3 clusters Score -1387950 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1387971.000000 Penalty: 4626.219727
	Iteration 20F: 3 clusters Score -1387971 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1387983.125000 Penalty: 4626.219727
	Iteration 21Q: 3 clusters Score -1387983 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1387990.250000 Penalty: 4626.219727
	Iteration 22Q: 3 clusters Score -1387990 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1388013.125000 Penalty: 4626.219727
	Iteration 23Q: 3 clusters Score -1388013 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1388024.250000 Penalty: 4626.219727
	Iteration 24Q: 3 clusters Score -1388024 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1388039.250000 Penalty: 4626.219727
	Iteration 25Q: 3 clusters Score -1388039 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1388044.000000 Penalty: 4626.219727
	Iteration 26Q: 3 clusters Score -1388044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1388053.875000 Penalty: 4626.219727
	Iteration 27Q: 3 clusters Score -1388054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1388063.625000 Penalty: 4626.219727
	Iteration 28Q: 3 clusters Score -1388064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1388069.875000 Penalty: 4626.219727
	Iteration 29Q: 3 clusters Score -1388070 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1388077.000000 Penalty: 4626.219727
	Iteration 30Q: 3 clusters Score -1388077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1388086.375000 Penalty: 4626.219727
	Iteration 31Q: 3 clusters Score -1388086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1388090.875000 Penalty: 4626.219727
	Iteration 32Q: 3 clusters Score -1388091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1388093.375000 Penalty: 4626.219727
	Iteration 33Q: 3 clusters Score -1388093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1388096.625000 Penalty: 4626.219727
	Iteration 34Q: 3 clusters Score -1388097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1388097.875000 Penalty: 4626.219727
	Iteration 35Q: 3 clusters Score -1388098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1388099.625000 Penalty: 4626.219727
	Iteration 36Q: 3 clusters Score -1388100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1388100.125000 Penalty: 4626.219727
	Iteration 37Q: 3 clusters Score -1388100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1388096.125000 Penalty: 4626.219727
	Iteration 38Q: 3 clusters Score -1388096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1388096.250000 Penalty: 4626.219727
	Iteration 39Q: 3 clusters Score -1388096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1388100.250000 Penalty: 4626.219727
	Iteration 40F: 3 clusters Score -1388100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1388103.750000 Penalty: 4626.219727
	Iteration 41Q: 3 clusters Score -1388104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1388101.500000 Penalty: 4626.219727
	Iteration 42Q: 3 clusters Score -1388102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1388104.000000 Penalty: 4626.219727
	Iteration 43Q: 3 clusters Score -1388104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1388108.750000 Penalty: 4626.219727
	Iteration 44Q: 3 clusters Score -1388109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1388111.125000 Penalty: 4626.219727
	Iteration 45Q: 3 clusters Score -1388111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1388114.000000 Penalty: 4626.219727
	Iteration 46Q: 3 clusters Score -1388114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1388115.500000 Penalty: 4626.219727
	Iteration 47Q: 3 clusters Score -1388116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1388121.625000 Penalty: 4626.219727
	Iteration 48Q: 3 clusters Score -1388122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1388121.875000 Penalty: 4626.219727
	Iteration 49Q: 3 clusters Score -1388122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1388122.375000 Penalty: 4626.219727
	Iteration 50Q: 3 clusters Score -1388122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1388129.250000 Penalty: 4626.219727
	Iteration 51Q: 3 clusters Score -1388129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1388128.375000 Penalty: 4626.219727
	Iteration 52Q: 3 clusters Score -1388128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1388131.625000 Penalty: 4626.219727
	Iteration 53Q: 3 clusters Score -1388132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1388133.750000 Penalty: 4626.219727
	Iteration 54Q: 3 clusters Score -1388134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1388134.250000 Penalty: 4626.219727
	Iteration 55Q: 3 clusters Score -1388134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1388138.750000 Penalty: 4626.219727
	Iteration 56Q: 3 clusters Score -1388139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1388144.625000 Penalty: 4626.219727
	Iteration 57Q: 3 clusters Score -1388145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1388145.250000 Penalty: 4626.219727
	Iteration 58Q: 3 clusters Score -1388145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1388152.250000 Penalty: 4626.219727
	Iteration 59Q: 3 clusters Score -1388152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1388154.000000 Penalty: 4626.219727
	Iteration 60F: 3 clusters Score -1388154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1388155.250000 Penalty: 4626.219727
	Iteration 61Q: 3 clusters Score -1388155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1388165.625000 Penalty: 4626.219727
	Iteration 62Q: 3 clusters Score -1388166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1388164.875000 Penalty: 4626.219727
	Iteration 63Q: 3 clusters Score -1388165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1388171.750000 Penalty: 4626.219727
	Iteration 64Q: 3 clusters Score -1388172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1388177.500000 Penalty: 4626.219727
	Iteration 65Q: 3 clusters Score -1388178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1388183.375000 Penalty: 4626.219727
	Iteration 66Q: 3 clusters Score -1388183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1388191.625000 Penalty: 4626.219727
	Iteration 67Q: 3 clusters Score -1388192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1388190.750000 Penalty: 4626.219727
	Iteration 68Q: 3 clusters Score -1388191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1388194.000000 Penalty: 4626.219727
	Iteration 69Q: 3 clusters Score -1388194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1388197.875000 Penalty: 4626.219727
	Iteration 70Q: 3 clusters Score -1388198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1388194.500000 Penalty: 4626.219727
	Iteration 71Q: 3 clusters Score -1388194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1388198.125000 Penalty: 4626.219727
	Iteration 72Q: 3 clusters Score -1388198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1388203.625000 Penalty: 4626.219727
	Iteration 73Q: 3 clusters Score -1388204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1388206.250000 Penalty: 4626.219727
	Iteration 74Q: 3 clusters Score -1388206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1388206.375000 Penalty: 4626.219727
	Iteration 75Q: 3 clusters Score -1388206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1388211.750000 Penalty: 4626.219727
	Iteration 76Q: 3 clusters Score -1388212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1388214.375000 Penalty: 4626.219727
	Iteration 77Q: 3 clusters Score -1388214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1388214.125000 Penalty: 4626.219727
	Iteration 78Q: 3 clusters Score -1388214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1388215.500000 Penalty: 4626.219727
	Iteration 79Q: 3 clusters Score -1388216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1388212.875000 Penalty: 4626.219727
	Iteration 80F: 3 clusters Score -1388213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1388211.750000 Penalty: 4626.219727
	Iteration 81Q: 3 clusters Score -1388212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1388213.375000 Penalty: 4626.219727
	Iteration 82Q: 3 clusters Score -1388213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1388211.375000 Penalty: 4626.219727
	Iteration 83Q: 3 clusters Score -1388211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1388211.375000 Penalty: 4626.219727
	Iteration 84F: 3 clusters Score -1388211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6347 members 
Mstep: Class 3 contains 7857 members 
Mstep: Class 4 contains 23160 members 
Mstep: Class 5 contains 13564 members 
Mstep: Class 6 contains 38216 members 
Mstep: Class 7 contains 150503 members 
Mstep: Class 8 contains 27236 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16008 members 
Mstep: Class 11 contains 13492 members 
Mstep: Class 12 contains 34122 members 
Mstep: Class 13 contains 31426 members 
Mstep: Class 14 contains 70023 members 
Mstep: Class 15 contains 262800 members 
Mstep: Class 16 contains 130503 members 
Mstep: Class 17 contains 53606 members 
Mstep: Class 18 contains 230347 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 55691 members 
Mstep: Class 21 contains 108084 members 
Mstep: Class 22 contains 708 members 
Mstep: Class 23 contains 7805 members 
Mstep: Class 24 contains 163 members 
Mstep: Class 25 contains 26085 members 
Mstep: Class 26 contains 11238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460896.000000 Penalty: 101426.492188
Iteration 119Q: 30 clusters Score -1.584609e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6348 members 
Mstep: Class 3 contains 7856 members 
Mstep: Class 4 contains 23158 members 
Mstep: Class 5 contains 13559 members 
Mstep: Class 6 contains 38216 members 
Mstep: Class 7 contains 150499 members 
Mstep: Class 8 contains 27238 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 16005 members 
Mstep: Class 11 contains 13493 members 
Mstep: Class 12 contains 34114 members 
Mstep: Class 13 contains 31426 members 
Mstep: Class 14 contains 70015 members 
Mstep: Class 15 contains 262775 members 
Mstep: Class 16 contains 130511 members 
Mstep: Class 17 contains 53619 members 
Mstep: Class 18 contains 230334 members 
Mstep: Class 19 contains 11343 members 
Mstep: Class 20 contains 55693 members 
Mstep: Class 21 contains 108082 members 
Mstep: Class 22 contains 710 members 
Mstep: Class 23 contains 7805 members 
Mstep: Class 24 contains 161 members 
Mstep: Class 25 contains 26134 members 
Mstep: Class 26 contains 11239 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461232.000000 Penalty: 101426.492188
Iteration 120F: 30 clusters Score -1.584612e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6339 members 
Mstep: Class 3 contains 7858 members 
Mstep: Class 4 contains 23156 members 
Mstep: Class 5 contains 13543 members 
Mstep: Class 6 contains 38214 members 
Mstep: Class 7 contains 150482 members 
Mstep: Class 8 contains 27242 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 16003 members 
Mstep: Class 11 contains 13478 members 
Mstep: Class 12 contains 34099 members 
Mstep: Class 13 contains 31427 members 
Mstep: Class 14 contains 70007 members 
Mstep: Class 15 contains 262754 members 
Mstep: Class 16 contains 130523 members 
Mstep: Class 17 contains 53632 members 
Mstep: Class 18 contains 230310 members 
Mstep: Class 19 contains 11334 members 
Mstep: Class 20 contains 55637 members 
Mstep: Class 21 contains 108080 members 
Mstep: Class 22 contains 712 members 
Mstep: Class 23 contains 7801 members 
Mstep: Class 24 contains 160 members 
Mstep: Class 25 contains 26185 members 
Mstep: Class 26 contains 11241 members 
Mstep: Class 27 contains 758 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 602 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 30 clusters Score -1.584615e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6340 members 
Mstep: Class 3 contains 7861 members 
Mstep: Class 4 contains 23149 members 
Mstep: Class 5 contains 13532 members 
Mstep: Class 6 contains 38212 members 
Mstep: Class 7 contains 150471 members 
Mstep: Class 8 contains 27250 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15999 members 
Mstep: Class 11 contains 13476 members 
Mstep: Class 12 contains 34087 members 
Mstep: Class 13 contains 31426 members 
Mstep: Class 14 contains 70002 members 
Mstep: Class 15 contains 262726 members 
Mstep: Class 16 contains 130536 members 
Mstep: Class 17 contains 53654 members 
Mstep: Class 18 contains 230299 members 
Mstep: Class 19 contains 11323 members 
Mstep: Class 20 contains 55617 members 
Mstep: Class 21 contains 108081 members 
Mstep: Class 22 contains 714 members 
Mstep: Class 23 contains 7797 members 
Mstep: Class 24 contains 156 members 
Mstep: Class 25 contains 26233 members 
Mstep: Class 26 contains 11244 members 
Mstep: Class 27 contains 754 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 30 clusters Score -1.584616e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6338 members 
Mstep: Class 3 contains 7861 members 
Mstep: Class 4 contains 23143 members 
Mstep: Class 5 contains 13524 members 
Mstep: Class 6 contains 38216 members 
Mstep: Class 7 contains 150465 members 
Mstep: Class 8 contains 27256 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15994 members 
Mstep: Class 11 contains 13469 members 
Mstep: Class 12 contains 34074 members 
Mstep: Class 13 contains 31423 members 
Mstep: Class 14 contains 69998 members 
Mstep: Class 15 contains 262702 members 
Mstep: Class 16 contains 130540 members 
Mstep: Class 17 contains 53672 members 
Mstep: Class 18 contains 230291 members 
Mstep: Class 19 contains 11320 members 
Mstep: Class 20 contains 55607 members 
Mstep: Class 21 contains 108084 members 
Mstep: Class 22 contains 716 members 
Mstep: Class 23 contains 7795 members 
Mstep: Class 24 contains 153 members 
Mstep: Class 25 contains 26279 members 
Mstep: Class 26 contains 11247 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461520.000000 Penalty: 101426.492188
Iteration 123Q: 30 clusters Score -1.584615e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6334 members 
Mstep: Class 3 contains 7863 members 
Mstep: Class 4 contains 23139 members 
Mstep: Class 5 contains 13508 members 
Mstep: Class 6 contains 38217 members 
Mstep: Class 7 contains 150459 members 
Mstep: Class 8 contains 27258 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15992 members 
Mstep: Class 11 contains 13468 members 
Mstep: Class 12 contains 34054 members 
Mstep: Class 13 contains 31422 members 
Mstep: Class 14 contains 69995 members 
Mstep: Class 15 contains 262688 members 
Mstep: Class 16 contains 130545 members 
Mstep: Class 17 contains 53687 members 
Mstep: Class 18 contains 230289 members 
Mstep: Class 19 contains 11318 members 
Mstep: Class 20 contains 55603 members 
Mstep: Class 21 contains 108088 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 7793 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26317 members 
Mstep: Class 26 contains 11252 members 
Mstep: Class 27 contains 749 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461584.000000 Penalty: 101426.492188
Iteration 124Q: 30 clusters Score -1.584616e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6336 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 23133 members 
Mstep: Class 5 contains 13496 members 
Mstep: Class 6 contains 38217 members 
Mstep: Class 7 contains 150450 members 
Mstep: Class 8 contains 27260 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15994 members 
Mstep: Class 11 contains 13465 members 
Mstep: Class 12 contains 34036 members 
Mstep: Class 13 contains 31421 members 
Mstep: Class 14 contains 69990 members 
Mstep: Class 15 contains 262680 members 
Mstep: Class 16 contains 130552 members 
Mstep: Class 17 contains 53705 members 
Mstep: Class 18 contains 230284 members 
Mstep: Class 19 contains 11318 members 
Mstep: Class 20 contains 55593 members 
Mstep: Class 21 contains 108084 members 
Mstep: Class 22 contains 719 members 
Mstep: Class 23 contains 7793 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26362 members 
Mstep: Class 26 contains 11254 members 
Mstep: Class 27 contains 747 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461760.000000 Penalty: 101426.492188
Iteration 125Q: 30 clusters Score -1.584618e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6336 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 23128 members 
Mstep: Class 5 contains 13485 members 
Mstep: Class 6 contains 38216 members 
Mstep: Class 7 contains 150450 members 
Mstep: Class 8 contains 27261 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15986 members 
Mstep: Class 11 contains 13470 members 
Mstep: Class 12 contains 34008 members 
Mstep: Class 13 contains 31422 members 
Mstep: Class 14 contains 69987 members 
Mstep: Class 15 contains 262683 members 
Mstep: Class 16 contains 130559 members 
Mstep: Class 17 contains 53717 members 
Mstep: Class 18 contains 230284 members 
Mstep: Class 19 contains 11316 members 
Mstep: Class 20 contains 55584 members 
Mstep: Class 21 contains 108083 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7794 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26400 members 
Mstep: Class 26 contains 11255 members 
Mstep: Class 27 contains 743 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461744.000000 Penalty: 101426.492188
Iteration 126Q: 30 clusters Score -1.584617e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6337 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 23127 members 
Mstep: Class 5 contains 13470 members 
Mstep: Class 6 contains 38217 members 
Mstep: Class 7 contains 150447 members 
Mstep: Class 8 contains 27260 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15981 members 
Mstep: Class 11 contains 13472 members 
Mstep: Class 12 contains 33985 members 
Mstep: Class 13 contains 31424 members 
Mstep: Class 14 contains 69984 members 
Mstep: Class 15 contains 262687 members 
Mstep: Class 16 contains 130569 members 
Mstep: Class 17 contains 53730 members 
Mstep: Class 18 contains 230279 members 
Mstep: Class 19 contains 11311 members 
Mstep: Class 20 contains 55580 members 
Mstep: Class 21 contains 108085 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7794 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26427 members 
Mstep: Class 26 contains 11256 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461744.000000 Penalty: 101426.492188
Iteration 127Q: 30 clusters Score -1.584617e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6337 members 
Mstep: Class 3 contains 7865 members 
Mstep: Class 4 contains 23133 members 
Mstep: Class 5 contains 13459 members 
Mstep: Class 6 contains 38218 members 
Mstep: Class 7 contains 150442 members 
Mstep: Class 8 contains 27262 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15978 members 
Mstep: Class 11 contains 13474 members 
Mstep: Class 12 contains 33967 members 
Mstep: Class 13 contains 31425 members 
Mstep: Class 14 contains 69981 members 
Mstep: Class 15 contains 262694 members 
Mstep: Class 16 contains 130582 members 
Mstep: Class 17 contains 53746 members 
Mstep: Class 18 contains 230263 members 
Mstep: Class 19 contains 11302 members 
Mstep: Class 20 contains 55573 members 
Mstep: Class 21 contains 108084 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7793 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26450 members 
Mstep: Class 26 contains 11258 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461712.000000 Penalty: 101426.492188
Iteration 128Q: 30 clusters Score -1.584617e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6337 members 
Mstep: Class 3 contains 7865 members 
Mstep: Class 4 contains 23133 members 
Mstep: Class 5 contains 13445 members 
Mstep: Class 6 contains 38219 members 
Mstep: Class 7 contains 150442 members 
Mstep: Class 8 contains 27264 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15976 members 
Mstep: Class 11 contains 13475 members 
Mstep: Class 12 contains 33950 members 
Mstep: Class 13 contains 31426 members 
Mstep: Class 14 contains 69978 members 
Mstep: Class 15 contains 262692 members 
Mstep: Class 16 contains 130585 members 
Mstep: Class 17 contains 53762 members 
Mstep: Class 18 contains 230257 members 
Mstep: Class 19 contains 11295 members 
Mstep: Class 20 contains 55575 members 
Mstep: Class 21 contains 108086 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7793 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26470 members 
Mstep: Class 26 contains 11261 members 
Mstep: Class 27 contains 735 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461728.000000 Penalty: 101426.492188
Iteration 129Q: 30 clusters Score -1.584617e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6337 members 
Mstep: Class 3 contains 7865 members 
Mstep: Class 4 contains 23134 members 
Mstep: Class 5 contains 13436 members 
Mstep: Class 6 contains 38216 members 
Mstep: Class 7 contains 150435 members 
Mstep: Class 8 contains 27266 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15975 members 
Mstep: Class 11 contains 13474 members 
Mstep: Class 12 contains 33937 members 
Mstep: Class 13 contains 31427 members 
Mstep: Class 14 contains 69967 members 
Mstep: Class 15 contains 262706 members 
Mstep: Class 16 contains 130589 members 
Mstep: Class 17 contains 53778 members 
Mstep: Class 18 contains 230248 members 
Mstep: Class 19 contains 11292 members 
Mstep: Class 20 contains 55575 members 
Mstep: Class 21 contains 108089 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7793 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26480 members 
Mstep: Class 26 contains 11267 members 
Mstep: Class 27 contains 733 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461744.000000 Penalty: 101426.492188
Iteration 130Q: 30 clusters Score -1.584617e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6337 members 
Mstep: Class 3 contains 7865 members 
Mstep: Class 4 contains 23138 members 
Mstep: Class 5 contains 13418 members 
Mstep: Class 6 contains 38219 members 
Mstep: Class 7 contains 150431 members 
Mstep: Class 8 contains 27269 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15971 members 
Mstep: Class 11 contains 13475 members 
Mstep: Class 12 contains 33923 members 
Mstep: Class 13 contains 31428 members 
Mstep: Class 14 contains 69957 members 
Mstep: Class 15 contains 262721 members 
Mstep: Class 16 contains 130600 members 
Mstep: Class 17 contains 53790 members 
Mstep: Class 18 contains 230236 members 
Mstep: Class 19 contains 11290 members 
Mstep: Class 20 contains 55573 members 
Mstep: Class 21 contains 108091 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7793 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26492 members 
Mstep: Class 26 contains 11270 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461728.000000 Penalty: 101426.492188
Iteration 131Q: 30 clusters Score -1.584617e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6337 members 
Mstep: Class 3 contains 7865 members 
Mstep: Class 4 contains 23139 members 
Mstep: Class 5 contains 13396 members 
Mstep: Class 6 contains 38220 members 
Mstep: Class 7 contains 150423 members 
Mstep: Class 8 contains 27274 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15970 members 
Mstep: Class 11 contains 13480 members 
Mstep: Class 12 contains 33898 members 
Mstep: Class 13 contains 31428 members 
Mstep: Class 14 contains 69950 members 
Mstep: Class 15 contains 262744 members 
Mstep: Class 16 contains 130611 members 
Mstep: Class 17 contains 53808 members 
Mstep: Class 18 contains 230226 members 
Mstep: Class 19 contains 11285 members 
Mstep: Class 20 contains 55572 members 
Mstep: Class 21 contains 108094 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7793 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26501 members 
Mstep: Class 26 contains 11273 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461632.000000 Penalty: 101426.492188
Iteration 132Q: 30 clusters Score -1.584616e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6337 members 
Mstep: Class 3 contains 7866 members 
Mstep: Class 4 contains 23138 members 
Mstep: Class 5 contains 13383 members 
Mstep: Class 6 contains 38219 members 
Mstep: Class 7 contains 150416 members 
Mstep: Class 8 contains 27276 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15967 members 
Mstep: Class 11 contains 13478 members 
Mstep: Class 12 contains 33865 members 
Mstep: Class 13 contains 31428 members 
Mstep: Class 14 contains 69939 members 
Mstep: Class 15 contains 262775 members 
Mstep: Class 16 contains 130625 members 
Mstep: Class 17 contains 53817 members 
Mstep: Class 18 contains 230223 members 
Mstep: Class 19 contains 11282 members 
Mstep: Class 20 contains 55573 members 
Mstep: Class 21 contains 108099 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7793 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26512 members 
Mstep: Class 26 contains 11276 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461616.000000 Penalty: 101426.492188
Iteration 133Q: 30 clusters Score -1.584616e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6337 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 23135 members 
Mstep: Class 5 contains 13375 members 
Mstep: Class 6 contains 38216 members 
Mstep: Class 7 contains 150405 members 
Mstep: Class 8 contains 27274 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15963 members 
Mstep: Class 11 contains 13479 members 
Mstep: Class 12 contains 33846 members 
Mstep: Class 13 contains 31428 members 
Mstep: Class 14 contains 69927 members 
Mstep: Class 15 contains 262796 members 
Mstep: Class 16 contains 130632 members 
Mstep: Class 17 contains 53830 members 
Mstep: Class 18 contains 230215 members 
Mstep: Class 19 contains 11282 members 
Mstep: Class 20 contains 55576 members 
Mstep: Class 21 contains 108105 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7793 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26526 members 
Mstep: Class 26 contains 11280 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461776.000000 Penalty: 101426.492188
Iteration 134Q: 30 clusters Score -1.584618e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6337 members 
Mstep: Class 3 contains 7869 members 
Mstep: Class 4 contains 23135 members 
Mstep: Class 5 contains 13362 members 
Mstep: Class 6 contains 38217 members 
Mstep: Class 7 contains 150397 members 
Mstep: Class 8 contains 27273 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15960 members 
Mstep: Class 11 contains 13481 members 
Mstep: Class 12 contains 33833 members 
Mstep: Class 13 contains 31427 members 
Mstep: Class 14 contains 69923 members 
Mstep: Class 15 contains 262800 members 
Mstep: Class 16 contains 130638 members 
Mstep: Class 17 contains 53846 members 
Mstep: Class 18 contains 230203 members 
Mstep: Class 19 contains 11280 members 
Mstep: Class 20 contains 55579 members 
Mstep: Class 21 contains 108108 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7793 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26542 members 
Mstep: Class 26 contains 11284 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461776.000000 Penalty: 101426.492188
Iteration 135Q: 30 clusters Score -1.584618e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6337 members 
Mstep: Class 3 contains 7869 members 
Mstep: Class 4 contains 23135 members 
Mstep: Class 5 contains 13352 members 
Mstep: Class 6 contains 38218 members 
Mstep: Class 7 contains 150393 members 
Mstep: Class 8 contains 27272 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15959 members 
Mstep: Class 11 contains 13480 members 
Mstep: Class 12 contains 33815 members 
Mstep: Class 13 contains 31426 members 
Mstep: Class 14 contains 69919 members 
Mstep: Class 15 contains 262809 members 
Mstep: Class 16 contains 130639 members 
Mstep: Class 17 contains 53857 members 
Mstep: Class 18 contains 230198 members 
Mstep: Class 19 contains 11277 members 
Mstep: Class 20 contains 55582 members 
Mstep: Class 21 contains 108111 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7793 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26557 members 
Mstep: Class 26 contains 11289 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461904.000000 Penalty: 101426.492188
Iteration 136Q: 30 clusters Score -1.584619e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6337 members 
Mstep: Class 3 contains 7871 members 
Mstep: Class 4 contains 23134 members 
Mstep: Class 5 contains 13338 members 
Mstep: Class 6 contains 38219 members 
Mstep: Class 7 contains 150387 members 
Mstep: Class 8 contains 27272 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15959 members 
Mstep: Class 11 contains 13479 members 
Mstep: Class 12 contains 33792 members 
Mstep: Class 13 contains 31426 members 
Mstep: Class 14 contains 69921 members 
Mstep: Class 15 contains 262816 members 
Mstep: Class 16 contains 130642 members 
Mstep: Class 17 contains 53877 members 
Mstep: Class 18 contains 230192 members 
Mstep: Class 19 contains 11276 members 
Mstep: Class 20 contains 55583 members 
Mstep: Class 21 contains 108111 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7793 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26569 members 
Mstep: Class 26 contains 11293 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461632.000000 Penalty: 101426.492188
Iteration 137Q: 30 clusters Score -1.584616e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6336 members 
Mstep: Class 3 contains 7874 members 
Mstep: Class 4 contains 23133 members 
Mstep: Class 5 contains 13324 members 
Mstep: Class 6 contains 38219 members 
Mstep: Class 7 contains 150380 members 
Mstep: Class 8 contains 27273 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15958 members 
Mstep: Class 11 contains 13476 members 
Mstep: Class 12 contains 33772 members 
Mstep: Class 13 contains 31426 members 
Mstep: Class 14 contains 69916 members 
Mstep: Class 15 contains 262825 members 
Mstep: Class 16 contains 130648 members 
Mstep: Class 17 contains 53889 members 
Mstep: Class 18 contains 230192 members 
Mstep: Class 19 contains 11272 members 
Mstep: Class 20 contains 55585 members 
Mstep: Class 21 contains 108117 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7793 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26581 members 
Mstep: Class 26 contains 11298 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461584.000000 Penalty: 101426.492188
Iteration 138Q: 30 clusters Score -1.584616e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6337 members 
Mstep: Class 3 contains 7875 members 
Mstep: Class 4 contains 23132 members 
Mstep: Class 5 contains 13316 members 
Mstep: Class 6 contains 38219 members 
Mstep: Class 7 contains 150368 members 
Mstep: Class 8 contains 27274 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15953 members 
Mstep: Class 11 contains 13478 members 
Mstep: Class 12 contains 33757 members 
Mstep: Class 13 contains 31426 members 
Mstep: Class 14 contains 69917 members 
Mstep: Class 15 contains 262833 members 
Mstep: Class 16 contains 130657 members 
Mstep: Class 17 contains 53897 members 
Mstep: Class 18 contains 230182 members 
Mstep: Class 19 contains 11267 members 
Mstep: Class 20 contains 55582 members 
Mstep: Class 21 contains 108123 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7793 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26595 members 
Mstep: Class 26 contains 11306 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461632.000000 Penalty: 101426.492188
Iteration 139Q: 30 clusters Score -1.584616e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6337 members 
Mstep: Class 3 contains 7875 members 
Mstep: Class 4 contains 23132 members 
Mstep: Class 5 contains 13306 members 
Mstep: Class 6 contains 38220 members 
Mstep: Class 7 contains 150363 members 
Mstep: Class 8 contains 27276 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 13478 members 
Mstep: Class 12 contains 33744 members 
Mstep: Class 13 contains 31427 members 
Mstep: Class 14 contains 69918 members 
Mstep: Class 15 contains 262835 members 
Mstep: Class 16 contains 130664 members 
Mstep: Class 17 contains 53905 members 
Mstep: Class 18 contains 230171 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 55581 members 
Mstep: Class 21 contains 108123 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7793 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26610 members 
Mstep: Class 26 contains 11318 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461552.000000 Penalty: 101426.492188
Iteration 140F: 30 clusters Score -1.584616e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6337 members 
Mstep: Class 3 contains 7874 members 
Mstep: Class 4 contains 23132 members 
Mstep: Class 5 contains 13298 members 
Mstep: Class 6 contains 38220 members 
Mstep: Class 7 contains 150358 members 
Mstep: Class 8 contains 27276 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15948 members 
Mstep: Class 11 contains 13479 members 
Mstep: Class 12 contains 33727 members 
Mstep: Class 13 contains 31426 members 
Mstep: Class 14 contains 69916 members 
Mstep: Class 15 contains 262838 members 
Mstep: Class 16 contains 130671 members 
Mstep: Class 17 contains 53920 members 
Mstep: Class 18 contains 230167 members 
Mstep: Class 19 contains 11253 members 
Mstep: Class 20 contains 55580 members 
Mstep: Class 21 contains 108123 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7793 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26623 members 
Mstep: Class 26 contains 11328 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461600.000000 Penalty: 101426.492188
Iteration 141Q: 30 clusters Score -1.584616e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6337 members 
Mstep: Class 3 contains 7874 members 
Mstep: Class 4 contains 23135 members 
Mstep: Class 5 contains 13295 members 
Mstep: Class 6 contains 38221 members 
Mstep: Class 7 contains 150354 members 
Mstep: Class 8 contains 27283 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15945 members 
Mstep: Class 11 contains 13480 members 
Mstep: Class 12 contains 33711 members 
Mstep: Class 13 contains 31426 members 
Mstep: Class 14 contains 69915 members 
Mstep: Class 15 contains 262839 members 
Mstep: Class 16 contains 130673 members 
Mstep: Class 17 contains 53925 members 
Mstep: Class 18 contains 230157 members 
Mstep: Class 19 contains 11250 members 
Mstep: Class 20 contains 55577 members 
Mstep: Class 21 contains 108122 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7794 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26637 members 
Mstep: Class 26 contains 11337 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461536.000000 Penalty: 101426.492188
Iteration 142Q: 30 clusters Score -1.584615e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6337 members 
Mstep: Class 3 contains 7874 members 
Mstep: Class 4 contains 23137 members 
Mstep: Class 5 contains 13292 members 
Mstep: Class 6 contains 38221 members 
Mstep: Class 7 contains 150350 members 
Mstep: Class 8 contains 27288 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15948 members 
Mstep: Class 11 contains 13482 members 
Mstep: Class 12 contains 33696 members 
Mstep: Class 13 contains 31425 members 
Mstep: Class 14 contains 69916 members 
Mstep: Class 15 contains 262836 members 
Mstep: Class 16 contains 130674 members 
Mstep: Class 17 contains 53929 members 
Mstep: Class 18 contains 230150 members 
Mstep: Class 19 contains 11242 members 
Mstep: Class 20 contains 55576 members 
Mstep: Class 21 contains 108123 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7795 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26650 members 
Mstep: Class 26 contains 11346 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461632.000000 Penalty: 101426.492188
Iteration 143Q: 30 clusters Score -1.584616e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6336 members 
Mstep: Class 3 contains 7875 members 
Mstep: Class 4 contains 23138 members 
Mstep: Class 5 contains 13287 members 
Mstep: Class 6 contains 38220 members 
Mstep: Class 7 contains 150347 members 
Mstep: Class 8 contains 27290 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15950 members 
Mstep: Class 11 contains 13484 members 
Mstep: Class 12 contains 33683 members 
Mstep: Class 13 contains 31425 members 
Mstep: Class 14 contains 69916 members 
Mstep: Class 15 contains 262834 members 
Mstep: Class 16 contains 130674 members 
Mstep: Class 17 contains 53932 members 
Mstep: Class 18 contains 230146 members 
Mstep: Class 19 contains 11240 members 
Mstep: Class 20 contains 55575 members 
Mstep: Class 21 contains 108124 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7795 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26663 members 
Mstep: Class 26 contains 11353 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461600.000000 Penalty: 101426.492188
Iteration 144Q: 30 clusters Score -1.584616e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6335 members 
Mstep: Class 3 contains 7875 members 
Mstep: Class 4 contains 23138 members 
Mstep: Class 5 contains 13284 members 
Mstep: Class 6 contains 38222 members 
Mstep: Class 7 contains 150344 members 
Mstep: Class 8 contains 27293 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15950 members 
Mstep: Class 11 contains 13484 members 
Mstep: Class 12 contains 33675 members 
Mstep: Class 13 contains 31426 members 
Mstep: Class 14 contains 69917 members 
Mstep: Class 15 contains 262822 members 
Mstep: Class 16 contains 130676 members 
Mstep: Class 17 contains 53939 members 
Mstep: Class 18 contains 230133 members 
Mstep: Class 19 contains 11241 members 
Mstep: Class 20 contains 55574 members 
Mstep: Class 21 contains 108125 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7795 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26681 members 
Mstep: Class 26 contains 11358 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461616.000000 Penalty: 101426.492188
Iteration 145Q: 30 clusters Score -1.584616e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6334 members 
Mstep: Class 3 contains 7875 members 
Mstep: Class 4 contains 23140 members 
Mstep: Class 5 contains 13279 members 
Mstep: Class 6 contains 38222 members 
Mstep: Class 7 contains 150344 members 
Mstep: Class 8 contains 27300 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15949 members 
Mstep: Class 11 contains 13483 members 
Mstep: Class 12 contains 33667 members 
Mstep: Class 13 contains 31426 members 
Mstep: Class 14 contains 69917 members 
Mstep: Class 15 contains 262811 members 
Mstep: Class 16 contains 130679 members 
Mstep: Class 17 contains 53947 members 
Mstep: Class 18 contains 230124 members 
Mstep: Class 19 contains 11239 members 
Mstep: Class 20 contains 55574 members 
Mstep: Class 21 contains 108127 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7795 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26695 members 
Mstep: Class 26 contains 11360 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461664.000000 Penalty: 101426.492188
Iteration 146Q: 30 clusters Score -1.584617e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6332 members 
Mstep: Class 3 contains 7875 members 
Mstep: Class 4 contains 23140 members 
Mstep: Class 5 contains 13278 members 
Mstep: Class 6 contains 38223 members 
Mstep: Class 7 contains 150336 members 
Mstep: Class 8 contains 27303 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15949 members 
Mstep: Class 11 contains 13484 members 
Mstep: Class 12 contains 33662 members 
Mstep: Class 13 contains 31426 members 
Mstep: Class 14 contains 69916 members 
Mstep: Class 15 contains 262801 members 
Mstep: Class 16 contains 130677 members 
Mstep: Class 17 contains 53960 members 
Mstep: Class 18 contains 230117 members 
Mstep: Class 19 contains 11240 members 
Mstep: Class 20 contains 55574 members 
Mstep: Class 21 contains 108126 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7795 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26709 members 
Mstep: Class 26 contains 11364 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461648.000000 Penalty: 101426.492188
Iteration 147Q: 30 clusters Score -1.584616e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6332 members 
Mstep: Class 3 contains 7876 members 
Mstep: Class 4 contains 23139 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 38224 members 
Mstep: Class 7 contains 150331 members 
Mstep: Class 8 contains 27306 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15947 members 
Mstep: Class 11 contains 13485 members 
Mstep: Class 12 contains 33659 members 
Mstep: Class 13 contains 31426 members 
Mstep: Class 14 contains 69915 members 
Mstep: Class 15 contains 262796 members 
Mstep: Class 16 contains 130678 members 
Mstep: Class 17 contains 53971 members 
Mstep: Class 18 contains 230109 members 
Mstep: Class 19 contains 11237 members 
Mstep: Class 20 contains 55575 members 
Mstep: Class 21 contains 108126 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7795 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26717 members 
Mstep: Class 26 contains 11368 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461552.000000 Penalty: 101426.492188
Iteration 148Q: 30 clusters Score -1.584616e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6332 members 
Mstep: Class 3 contains 7876 members 
Mstep: Class 4 contains 23140 members 
Mstep: Class 5 contains 13274 members 
Mstep: Class 6 contains 38224 members 
Mstep: Class 7 contains 150330 members 
Mstep: Class 8 contains 27309 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15946 members 
Mstep: Class 11 contains 13486 members 
Mstep: Class 12 contains 33654 members 
Mstep: Class 13 contains 31426 members 
Mstep: Class 14 contains 69912 members 
Mstep: Class 15 contains 262797 members 
Mstep: Class 16 contains 130676 members 
Mstep: Class 17 contains 53977 members 
Mstep: Class 18 contains 230101 members 
Mstep: Class 19 contains 11231 members 
Mstep: Class 20 contains 55577 members 
Mstep: Class 21 contains 108125 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7795 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26726 members 
Mstep: Class 26 contains 11373 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461648.000000 Penalty: 101426.492188
Iteration 149Q: 30 clusters Score -1.584616e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6332 members 
Mstep: Class 3 contains 7876 members 
Mstep: Class 4 contains 23140 members 
Mstep: Class 5 contains 13269 members 
Mstep: Class 6 contains 38224 members 
Mstep: Class 7 contains 150325 members 
Mstep: Class 8 contains 27309 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15943 members 
Mstep: Class 11 contains 13486 members 
Mstep: Class 12 contains 33650 members 
Mstep: Class 13 contains 31425 members 
Mstep: Class 14 contains 69912 members 
Mstep: Class 15 contains 262795 members 
Mstep: Class 16 contains 130675 members 
Mstep: Class 17 contains 53992 members 
Mstep: Class 18 contains 230092 members 
Mstep: Class 19 contains 11230 members 
Mstep: Class 20 contains 55578 members 
Mstep: Class 21 contains 108124 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7795 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26734 members 
Mstep: Class 26 contains 11381 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461584.000000 Penalty: 101426.492188
Iteration 150Q: 30 clusters Score -1.584616e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6332 members 
Mstep: Class 3 contains 7877 members 
Mstep: Class 4 contains 23139 members 
Mstep: Class 5 contains 13263 members 
Mstep: Class 6 contains 38225 members 
Mstep: Class 7 contains 150320 members 
Mstep: Class 8 contains 27309 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15946 members 
Mstep: Class 11 contains 13485 members 
Mstep: Class 12 contains 33646 members 
Mstep: Class 13 contains 31425 members 
Mstep: Class 14 contains 69912 members 
Mstep: Class 15 contains 262790 members 
Mstep: Class 16 contains 130676 members 
Mstep: Class 17 contains 54003 members 
Mstep: Class 18 contains 230079 members 
Mstep: Class 19 contains 11231 members 
Mstep: Class 20 contains 55581 members 
Mstep: Class 21 contains 108122 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7795 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26743 members 
Mstep: Class 26 contains 11388 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461568.000000 Penalty: 101426.492188
Iteration 151Q: 30 clusters Score -1.584616e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6333 members 
Mstep: Class 3 contains 7877 members 
Mstep: Class 4 contains 23139 members 
Mstep: Class 5 contains 13264 members 
Mstep: Class 6 contains 38227 members 
Mstep: Class 7 contains 150318 members 
Mstep: Class 8 contains 27309 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15945 members 
Mstep: Class 11 contains 13484 members 
Mstep: Class 12 contains 33643 members 
Mstep: Class 13 contains 31426 members 
Mstep: Class 14 contains 69910 members 
Mstep: Class 15 contains 262787 members 
Mstep: Class 16 contains 130675 members 
Mstep: Class 17 contains 54009 members 
Mstep: Class 18 contains 230068 members 
Mstep: Class 19 contains 11231 members 
Mstep: Class 20 contains 55580 members 
Mstep: Class 21 contains 108122 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7795 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26752 members 
Mstep: Class 26 contains 11393 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461616.000000 Penalty: 101426.492188
Iteration 152Q: 30 clusters Score -1.584616e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6333 members 
Mstep: Class 3 contains 7877 members 
Mstep: Class 4 contains 23140 members 
Mstep: Class 5 contains 13263 members 
Mstep: Class 6 contains 38228 members 
Mstep: Class 7 contains 150314 members 
Mstep: Class 8 contains 27309 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15943 members 
Mstep: Class 11 contains 13480 members 
Mstep: Class 12 contains 33640 members 
Mstep: Class 13 contains 31427 members 
Mstep: Class 14 contains 69909 members 
Mstep: Class 15 contains 262781 members 
Mstep: Class 16 contains 130676 members 
Mstep: Class 17 contains 54021 members 
Mstep: Class 18 contains 230060 members 
Mstep: Class 19 contains 11231 members 
Mstep: Class 20 contains 55580 members 
Mstep: Class 21 contains 108122 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7796 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26763 members 
Mstep: Class 26 contains 11394 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461584.000000 Penalty: 101426.492188
Iteration 153Q: 30 clusters Score -1.584616e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6333 members 
Mstep: Class 3 contains 7877 members 
Mstep: Class 4 contains 23143 members 
Mstep: Class 5 contains 13261 members 
Mstep: Class 6 contains 38229 members 
Mstep: Class 7 contains 150309 members 
Mstep: Class 8 contains 27311 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15944 members 
Mstep: Class 11 contains 13477 members 
Mstep: Class 12 contains 33638 members 
Mstep: Class 13 contains 31427 members 
Mstep: Class 14 contains 69908 members 
Mstep: Class 15 contains 262773 members 
Mstep: Class 16 contains 130677 members 
Mstep: Class 17 contains 54029 members 
Mstep: Class 18 contains 230055 members 
Mstep: Class 19 contains 11231 members 
Mstep: Class 20 contains 55577 members 
Mstep: Class 21 contains 108122 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7797 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26775 members 
Mstep: Class 26 contains 11394 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461616.000000 Penalty: 101426.492188
Iteration 154Q: 30 clusters Score -1.584616e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6333 members 
Mstep: Class 3 contains 7877 members 
Mstep: Class 4 contains 23143 members 
Mstep: Class 5 contains 13256 members 
Mstep: Class 6 contains 38230 members 
Mstep: Class 7 contains 150307 members 
Mstep: Class 8 contains 27312 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15943 members 
Mstep: Class 11 contains 13476 members 
Mstep: Class 12 contains 33636 members 
Mstep: Class 13 contains 31427 members 
Mstep: Class 14 contains 69908 members 
Mstep: Class 15 contains 262764 members 
Mstep: Class 16 contains 130676 members 
Mstep: Class 17 contains 54040 members 
Mstep: Class 18 contains 230055 members 
Mstep: Class 19 contains 11232 members 
Mstep: Class 20 contains 55574 members 
Mstep: Class 21 contains 108120 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7797 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26787 members 
Mstep: Class 26 contains 11394 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461712.000000 Penalty: 101426.492188
Iteration 155Q: 30 clusters Score -1.584617e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6333 members 
Mstep: Class 3 contains 7878 members 
Mstep: Class 4 contains 23142 members 
Mstep: Class 5 contains 13247 members 
Mstep: Class 6 contains 38230 members 
Mstep: Class 7 contains 150306 members 
Mstep: Class 8 contains 27312 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15943 members 
Mstep: Class 11 contains 13475 members 
Mstep: Class 12 contains 33634 members 
Mstep: Class 13 contains 31427 members 
Mstep: Class 14 contains 69909 members 
Mstep: Class 15 contains 262767 members 
Mstep: Class 16 contains 130676 members 
Mstep: Class 17 contains 54052 members 
Mstep: Class 18 contains 230052 members 
Mstep: Class 19 contains 11231 members 
Mstep: Class 20 contains 55574 members 
Mstep: Class 21 contains 108118 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7797 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26790 members 
Mstep: Class 26 contains 11394 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461744.000000 Penalty: 101426.492188
Iteration 156Q: 30 clusters Score -1.584617e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6333 members 
Mstep: Class 3 contains 7880 members 
Mstep: Class 4 contains 23142 members 
Mstep: Class 5 contains 13242 members 
Mstep: Class 6 contains 38232 members 
Mstep: Class 7 contains 150303 members 
Mstep: Class 8 contains 27312 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15943 members 
Mstep: Class 11 contains 13477 members 
Mstep: Class 12 contains 33631 members 
Mstep: Class 13 contains 31427 members 
Mstep: Class 14 contains 69909 members 
Mstep: Class 15 contains 262766 members 
Mstep: Class 16 contains 130675 members 
Mstep: Class 17 contains 54059 members 
Mstep: Class 18 contains 230049 members 
Mstep: Class 19 contains 11230 members 
Mstep: Class 20 contains 55575 members 
Mstep: Class 21 contains 108117 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7797 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26794 members 
Mstep: Class 26 contains 11394 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461664.000000 Penalty: 101426.492188
Iteration 157Q: 30 clusters Score -1.584617e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6333 members 
Mstep: Class 3 contains 7881 members 
Mstep: Class 4 contains 23142 members 
Mstep: Class 5 contains 13236 members 
Mstep: Class 6 contains 38234 members 
Mstep: Class 7 contains 150300 members 
Mstep: Class 8 contains 27311 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15943 members 
Mstep: Class 11 contains 13476 members 
Mstep: Class 12 contains 33632 members 
Mstep: Class 13 contains 31427 members 
Mstep: Class 14 contains 69909 members 
Mstep: Class 15 contains 262764 members 
Mstep: Class 16 contains 130677 members 
Mstep: Class 17 contains 54064 members 
Mstep: Class 18 contains 230048 members 
Mstep: Class 19 contains 11227 members 
Mstep: Class 20 contains 55576 members 
Mstep: Class 21 contains 108116 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7797 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26800 members 
Mstep: Class 26 contains 11394 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461728.000000 Penalty: 101426.492188
Iteration 158Q: 30 clusters Score -1.584617e+08 nChanged 33
Entering ConstructFrom: 
Score: -158461728.000000 Penalty: 101426.492188
Entering ConstructFrom: 
Trying to split cluster 1 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -58340.859375 Penalty: 1553.322754
	Iteration 0F: 2 clusters Score -58340.86 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 256 members 
Entering Unmasked Estep 
Score: -56829.617188 Penalty: 3106.645508
	Iteration 0F: 3 clusters Score -56829.62 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -57001.246094 Penalty: 3106.645508
	Iteration 1F: 3 clusters Score -57001.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -57051.238281 Penalty: 3106.645508
	Iteration 2Q: 3 clusters Score -57051.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -57095.195312 Penalty: 3106.645508
	Iteration 3Q: 3 clusters Score -57095.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57128.726562 Penalty: 3106.645508
	Iteration 4Q: 3 clusters Score -57128.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -57183.367188 Penalty: 3106.645508
	Iteration 5Q: 3 clusters Score -57183.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -57238.957031 Penalty: 3106.645508
	Iteration 6Q: 3 clusters Score -57238.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -57254.148438 Penalty: 3106.645508
	Iteration 7Q: 3 clusters Score -57254.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -57256.289062 Penalty: 3106.645508
	Iteration 8Q: 3 clusters Score -57256.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -57259.765625 Penalty: 3106.645508
	Iteration 9Q: 3 clusters Score -57259.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -57259.765625 Penalty: 3106.645508
	Iteration 10F: 3 clusters Score -57259.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Entering Unmasked Estep 
Score: -730569.375000 Penalty: 2170.875244
	Iteration 0F: 2 clusters Score -730569.4 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 3176 members 
Entering Unmasked Estep 
Score: -725166.062500 Penalty: 4341.750488
	Iteration 0F: 3 clusters Score -725166.1 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -726616.375000 Penalty: 4341.750488
	Iteration 1F: 3 clusters Score -726616.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -726894.125000 Penalty: 4341.750488
	Iteration 2F: 3 clusters Score -726894.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -727061.375000 Penalty: 4341.750488
	Iteration 3F: 3 clusters Score -727061.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -727185.625000 Penalty: 4341.750488
	Iteration 4Q: 3 clusters Score -727185.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -727262.500000 Penalty: 4341.750488
	Iteration 5Q: 3 clusters Score -727262.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -727316.375000 Penalty: 4341.750488
	Iteration 6Q: 3 clusters Score -727316.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -727357.125000 Penalty: 4341.750488
	Iteration 7Q: 3 clusters Score -727357.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -727396.312500 Penalty: 4341.750488
	Iteration 8Q: 3 clusters Score -727396.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -727435.000000 Penalty: 4341.750488
	Iteration 9Q: 3 clusters Score -727435 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -727470.437500 Penalty: 4341.750488
	Iteration 10Q: 3 clusters Score -727470.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -727510.125000 Penalty: 4341.750488
	Iteration 11Q: 3 clusters Score -727510.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -727539.125000 Penalty: 4341.750488
	Iteration 12Q: 3 clusters Score -727539.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -727575.312500 Penalty: 4341.750488
	Iteration 13Q: 3 clusters Score -727575.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -727609.937500 Penalty: 4341.750488
	Iteration 14Q: 3 clusters Score -727609.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -727643.062500 Penalty: 4341.750488
	Iteration 15Q: 3 clusters Score -727643.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -727674.187500 Penalty: 4341.750488
	Iteration 16Q: 3 clusters Score -727674.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -727707.437500 Penalty: 4341.750488
	Iteration 17Q: 3 clusters Score -727707.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -727750.312500 Penalty: 4341.750488
	Iteration 18Q: 3 clusters Score -727750.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -727800.500000 Penalty: 4341.750488
	Iteration 19Q: 3 clusters Score -727800.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -727856.937500 Penalty: 4341.750488
	Iteration 20F: 3 clusters Score -727856.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -727915.625000 Penalty: 4341.750488
	Iteration 21Q: 3 clusters Score -727915.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -727983.875000 Penalty: 4341.750488
	Iteration 22Q: 3 clusters Score -727983.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -728054.312500 Penalty: 4341.750488
	Iteration 23Q: 3 clusters Score -728054.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -728119.812500 Penalty: 4341.750488
	Iteration 24Q: 3 clusters Score -728119.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -728181.250000 Penalty: 4341.750488
	Iteration 25Q: 3 clusters Score -728181.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -728236.000000 Penalty: 4341.750488
	Iteration 26Q: 3 clusters Score -728236 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -728283.062500 Penalty: 4341.750488
	Iteration 27Q: 3 clusters Score -728283.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -728331.187500 Penalty: 4341.750488
	Iteration 28Q: 3 clusters Score -728331.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -728379.687500 Penalty: 4341.750488
	Iteration 29Q: 3 clusters Score -728379.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -728415.875000 Penalty: 4341.750488
	Iteration 30Q: 3 clusters Score -728415.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -728439.062500 Penalty: 4341.750488
	Iteration 31Q: 3 clusters Score -728439.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -728461.562500 Penalty: 4341.750488
	Iteration 32Q: 3 clusters Score -728461.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -728482.625000 Penalty: 4341.750488
	Iteration 33Q: 3 clusters Score -728482.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -728501.562500 Penalty: 4341.750488
	Iteration 34Q: 3 clusters Score -728501.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -728524.375000 Penalty: 4341.750488
	Iteration 35Q: 3 clusters Score -728524.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -728544.875000 Penalty: 4341.750488
	Iteration 36Q: 3 clusters Score -728544.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -728562.250000 Penalty: 4341.750488
	Iteration 37Q: 3 clusters Score -728562.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -728576.750000 Penalty: 4341.750488
	Iteration 38Q: 3 clusters Score -728576.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -728595.937500 Penalty: 4341.750488
	Iteration 39Q: 3 clusters Score -728595.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -728605.625000 Penalty: 4341.750488
	Iteration 40F: 3 clusters Score -728605.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -728616.250000 Penalty: 4341.750488
	Iteration 41Q: 3 clusters Score -728616.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -728623.687500 Penalty: 4341.750488
	Iteration 42Q: 3 clusters Score -728623.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -728631.812500 Penalty: 4341.750488
	Iteration 43Q: 3 clusters Score -728631.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -728634.875000 Penalty: 4341.750488
	Iteration 44Q: 3 clusters Score -728634.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -728639.312500 Penalty: 4341.750488
	Iteration 45Q: 3 clusters Score -728639.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -728644.812500 Penalty: 4341.750488
	Iteration 46Q: 3 clusters Score -728644.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -728647.562500 Penalty: 4341.750488
	Iteration 47Q: 3 clusters Score -728647.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -728648.625000 Penalty: 4341.750488
	Iteration 48Q: 3 clusters Score -728648.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -728657.125000 Penalty: 4341.750488
	Iteration 49Q: 3 clusters Score -728657.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -728659.000000 Penalty: 4341.750488
	Iteration 50Q: 3 clusters Score -728659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -728660.250000 Penalty: 4341.750488
	Iteration 51Q: 3 clusters Score -728660.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -728660.625000 Penalty: 4341.750488
	Iteration 52Q: 3 clusters Score -728660.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -728662.500000 Penalty: 4341.750488
	Iteration 53Q: 3 clusters Score -728662.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -728662.750000 Penalty: 4341.750488
	Iteration 54Q: 3 clusters Score -728662.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -728664.250000 Penalty: 4341.750488
	Iteration 55Q: 3 clusters Score -728664.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -728666.125000 Penalty: 4341.750488
	Iteration 56Q: 3 clusters Score -728666.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -728667.437500 Penalty: 4341.750488
	Iteration 57Q: 3 clusters Score -728667.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -728667.437500 Penalty: 4341.750488
	Iteration 58F: 3 clusters Score -728667.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Entering Unmasked Estep 
Score: -961179.937500 Penalty: 2225.170898
	Iteration 0F: 2 clusters Score -961179.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -954822.812500 Penalty: 4450.341797
	Iteration 0F: 3 clusters Score -954822.8 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -956504.812500 Penalty: 4450.341797
	Iteration 1F: 3 clusters Score -956504.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -956793.625000 Penalty: 4450.341797
	Iteration 2F: 3 clusters Score -956793.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -956986.937500 Penalty: 4450.341797
	Iteration 3F: 3 clusters Score -956986.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -957137.312500 Penalty: 4450.341797
	Iteration 4Q: 3 clusters Score -957137.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -957256.625000 Penalty: 4450.341797
	Iteration 5Q: 3 clusters Score -957256.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -957348.500000 Penalty: 4450.341797
	Iteration 6Q: 3 clusters Score -957348.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -957431.875000 Penalty: 4450.341797
	Iteration 7Q: 3 clusters Score -957431.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -957535.062500 Penalty: 4450.341797
	Iteration 8Q: 3 clusters Score -957535.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -957654.250000 Penalty: 4450.341797
	Iteration 9Q: 3 clusters Score -957654.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -957767.937500 Penalty: 4450.341797
	Iteration 10Q: 3 clusters Score -957767.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -957873.312500 Penalty: 4450.341797
	Iteration 11Q: 3 clusters Score -957873.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -957990.000000 Penalty: 4450.341797
	Iteration 12Q: 3 clusters Score -957990 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -958115.625000 Penalty: 4450.341797
	Iteration 13Q: 3 clusters Score -958115.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -958258.437500 Penalty: 4450.341797
	Iteration 14Q: 3 clusters Score -958258.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -958417.875000 Penalty: 4450.341797
	Iteration 15Q: 3 clusters Score -958417.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -958568.125000 Penalty: 4450.341797
	Iteration 16Q: 3 clusters Score -958568.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -958705.312500 Penalty: 4450.341797
	Iteration 17Q: 3 clusters Score -958705.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -958830.062500 Penalty: 4450.341797
	Iteration 18Q: 3 clusters Score -958830.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -958928.812500 Penalty: 4450.341797
	Iteration 19Q: 3 clusters Score -958928.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -959009.000000 Penalty: 4450.341797
	Iteration 20F: 3 clusters Score -959009 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -959070.812500 Penalty: 4450.341797
	Iteration 21Q: 3 clusters Score -959070.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -959117.312500 Penalty: 4450.341797
	Iteration 22Q: 3 clusters Score -959117.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -959159.062500 Penalty: 4450.341797
	Iteration 23Q: 3 clusters Score -959159.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -959190.375000 Penalty: 4450.341797
	Iteration 24Q: 3 clusters Score -959190.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -959214.062500 Penalty: 4450.341797
	Iteration 25Q: 3 clusters Score -959214.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -959233.437500 Penalty: 4450.341797
	Iteration 26Q: 3 clusters Score -959233.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -959247.062500 Penalty: 4450.341797
	Iteration 27Q: 3 clusters Score -959247.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -959253.312500 Penalty: 4450.341797
	Iteration 28Q: 3 clusters Score -959253.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -959261.500000 Penalty: 4450.341797
	Iteration 29Q: 3 clusters Score -959261.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -959265.625000 Penalty: 4450.341797
	Iteration 30Q: 3 clusters Score -959265.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -959267.562500 Penalty: 4450.341797
	Iteration 31Q: 3 clusters Score -959267.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -959268.562500 Penalty: 4450.341797
	Iteration 32Q: 3 clusters Score -959268.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -959271.500000 Penalty: 4450.341797
	Iteration 33Q: 3 clusters Score -959271.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -959275.875000 Penalty: 4450.341797
	Iteration 34Q: 3 clusters Score -959275.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -959277.250000 Penalty: 4450.341797
	Iteration 35Q: 3 clusters Score -959277.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -959279.062500 Penalty: 4450.341797
	Iteration 36Q: 3 clusters Score -959279.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -959285.000000 Penalty: 4450.341797
	Iteration 37Q: 3 clusters Score -959285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -959295.125000 Penalty: 4450.341797
	Iteration 38Q: 3 clusters Score -959295.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -959300.437500 Penalty: 4450.341797
	Iteration 39Q: 3 clusters Score -959300.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -959302.812500 Penalty: 4450.341797
	Iteration 40F: 3 clusters Score -959302.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -959303.312500 Penalty: 4450.341797
	Iteration 41Q: 3 clusters Score -959303.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -959304.437500 Penalty: 4450.341797
	Iteration 42Q: 3 clusters Score -959304.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -959305.000000 Penalty: 4450.341797
	Iteration 43Q: 3 clusters Score -959305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -959306.250000 Penalty: 4450.341797
	Iteration 44Q: 3 clusters Score -959306.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -959308.875000 Penalty: 4450.341797
	Iteration 45Q: 3 clusters Score -959308.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -959308.437500 Penalty: 4450.341797
	Iteration 46Q: 3 clusters Score -959308.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -959308.437500 Penalty: 4450.341797
	Iteration 47F: 3 clusters Score -959308.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Entering Unmasked Estep 
Score: -2802447.250000 Penalty: 2492.263184
	Iteration 0F: 2 clusters Score -2802447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2786307.250000 Penalty: 4984.526367
	Iteration 0F: 3 clusters Score -2786307 nChanged 10271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2791606.000000 Penalty: 4984.526367
	Iteration 1F: 3 clusters Score -2791606 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2791987.750000 Penalty: 4984.526367
	Iteration 2Q: 3 clusters Score -2791988 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2792307.000000 Penalty: 4984.526367
	Iteration 3Q: 3 clusters Score -2792307 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2792583.000000 Penalty: 4984.526367
	Iteration 4Q: 3 clusters Score -2792583 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2792861.750000 Penalty: 4984.526367
	Iteration 5Q: 3 clusters Score -2792862 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2793151.750000 Penalty: 4984.526367
	Iteration 6Q: 3 clusters Score -2793152 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2793455.500000 Penalty: 4984.526367
	Iteration 7Q: 3 clusters Score -2793456 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2793807.000000 Penalty: 4984.526367
	Iteration 8Q: 3 clusters Score -2793807 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -2794175.000000 Penalty: 4984.526367
	Iteration 9Q: 3 clusters Score -2794175 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2794560.000000 Penalty: 4984.526367
	Iteration 10Q: 3 clusters Score -2794560 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2794961.250000 Penalty: 4984.526367
	Iteration 11Q: 3 clusters Score -2794961 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2795366.250000 Penalty: 4984.526367
	Iteration 12Q: 3 clusters Score -2795366 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2795788.500000 Penalty: 4984.526367
	Iteration 13Q: 3 clusters Score -2795788 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2796278.500000 Penalty: 4984.526367
	Iteration 14Q: 3 clusters Score -2796278 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2796756.750000 Penalty: 4984.526367
	Iteration 15Q: 3 clusters Score -2796757 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2797163.000000 Penalty: 4984.526367
	Iteration 16Q: 3 clusters Score -2797163 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2797493.500000 Penalty: 4984.526367
	Iteration 17Q: 3 clusters Score -2797494 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2797764.250000 Penalty: 4984.526367
	Iteration 18Q: 3 clusters Score -2797764 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2797981.750000 Penalty: 4984.526367
	Iteration 19Q: 3 clusters Score -2797982 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2798154.000000 Penalty: 4984.526367
	Iteration 20F: 3 clusters Score -2798154 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2798293.750000 Penalty: 4984.526367
	Iteration 21Q: 3 clusters Score -2798294 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2798405.000000 Penalty: 4984.526367
	Iteration 22Q: 3 clusters Score -2798405 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2798517.500000 Penalty: 4984.526367
	Iteration 23Q: 3 clusters Score -2798518 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2798635.500000 Penalty: 4984.526367
	Iteration 24Q: 3 clusters Score -2798636 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2798742.250000 Penalty: 4984.526367
	Iteration 25Q: 3 clusters Score -2798742 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2798843.000000 Penalty: 4984.526367
	Iteration 26Q: 3 clusters Score -2798843 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2798956.250000 Penalty: 4984.526367
	Iteration 27Q: 3 clusters Score -2798956 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2799042.500000 Penalty: 4984.526367
	Iteration 28Q: 3 clusters Score -2799042 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2799119.750000 Penalty: 4984.526367
	Iteration 29Q: 3 clusters Score -2799120 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2799195.500000 Penalty: 4984.526367
	Iteration 30Q: 3 clusters Score -2799196 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2799290.000000 Penalty: 4984.526367
	Iteration 31Q: 3 clusters Score -2799290 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2799377.000000 Penalty: 4984.526367
	Iteration 32Q: 3 clusters Score -2799377 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2799441.750000 Penalty: 4984.526367
	Iteration 33Q: 3 clusters Score -2799442 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2799531.250000 Penalty: 4984.526367
	Iteration 34Q: 3 clusters Score -2799531 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2799620.000000 Penalty: 4984.526367
	Iteration 35Q: 3 clusters Score -2799620 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2799698.750000 Penalty: 4984.526367
	Iteration 36Q: 3 clusters Score -2799699 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2799759.750000 Penalty: 4984.526367
	Iteration 37Q: 3 clusters Score -2799760 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -2799837.000000 Penalty: 4984.526367
	Iteration 38Q: 3 clusters Score -2799837 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2799914.250000 Penalty: 4984.526367
	Iteration 39Q: 3 clusters Score -2799914 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2799965.000000 Penalty: 4984.526367
	Iteration 40F: 3 clusters Score -2799965 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2800040.250000 Penalty: 4984.526367
	Iteration 41Q: 3 clusters Score -2800040 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2800071.500000 Penalty: 4984.526367
	Iteration 42Q: 3 clusters Score -2800072 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -2800110.250000 Penalty: 4984.526367
	Iteration 43Q: 3 clusters Score -2800110 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2800137.250000 Penalty: 4984.526367
	Iteration 44Q: 3 clusters Score -2800137 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2800162.000000 Penalty: 4984.526367
	Iteration 45Q: 3 clusters Score -2800162 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2800187.250000 Penalty: 4984.526367
	Iteration 46Q: 3 clusters Score -2800187 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2800217.000000 Penalty: 4984.526367
	Iteration 47Q: 3 clusters Score -2800217 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2800243.750000 Penalty: 4984.526367
	Iteration 48Q: 3 clusters Score -2800244 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -2800262.000000 Penalty: 4984.526367
	Iteration 49Q: 3 clusters Score -2800262 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2800277.000000 Penalty: 4984.526367
	Iteration 50Q: 3 clusters Score -2800277 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -2800290.500000 Penalty: 4984.526367
	Iteration 51Q: 3 clusters Score -2800290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -2800306.750000 Penalty: 4984.526367
	Iteration 52Q: 3 clusters Score -2800307 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2800320.250000 Penalty: 4984.526367
	Iteration 53Q: 3 clusters Score -2800320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -2800339.250000 Penalty: 4984.526367
	Iteration 54Q: 3 clusters Score -2800339 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -2800343.250000 Penalty: 4984.526367
	Iteration 55Q: 3 clusters Score -2800343 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2800358.250000 Penalty: 4984.526367
	Iteration 56Q: 3 clusters Score -2800358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -2800363.750000 Penalty: 4984.526367
	Iteration 57Q: 3 clusters Score -2800364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -2800369.750000 Penalty: 4984.526367
	Iteration 58Q: 3 clusters Score -2800370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2800374.250000 Penalty: 4984.526367
	Iteration 59Q: 3 clusters Score -2800374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2800377.250000 Penalty: 4984.526367
	Iteration 60F: 3 clusters Score -2800377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -2800386.750000 Penalty: 4984.526367
	Iteration 61Q: 3 clusters Score -2800387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -2800396.000000 Penalty: 4984.526367
	Iteration 62Q: 3 clusters Score -2800396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -2800398.250000 Penalty: 4984.526367
	Iteration 63Q: 3 clusters Score -2800398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2800402.750000 Penalty: 4984.526367
	Iteration 64Q: 3 clusters Score -2800403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2800398.750000 Penalty: 4984.526367
	Iteration 65Q: 3 clusters Score -2800399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -2800402.250000 Penalty: 4984.526367
	Iteration 66Q: 3 clusters Score -2800402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -2800406.000000 Penalty: 4984.526367
	Iteration 67Q: 3 clusters Score -2800406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -2800405.250000 Penalty: 4984.526367
	Iteration 68Q: 3 clusters Score -2800405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2800406.750000 Penalty: 4984.526367
	Iteration 69Q: 3 clusters Score -2800407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2800418.000000 Penalty: 4984.526367
	Iteration 70Q: 3 clusters Score -2800418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -2800417.750000 Penalty: 4984.526367
	Iteration 71Q: 3 clusters Score -2800418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -2800420.500000 Penalty: 4984.526367
	Iteration 72Q: 3 clusters Score -2800420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -2800425.250000 Penalty: 4984.526367
	Iteration 73Q: 3 clusters Score -2800425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -2800424.750000 Penalty: 4984.526367
	Iteration 74Q: 3 clusters Score -2800425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -2800424.750000 Penalty: 4984.526367
	Iteration 75Q: 3 clusters Score -2800425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -2800426.000000 Penalty: 4984.526367
	Iteration 76Q: 3 clusters Score -2800426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -2800430.000000 Penalty: 4984.526367
	Iteration 77Q: 3 clusters Score -2800430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -2800432.250000 Penalty: 4984.526367
	Iteration 78Q: 3 clusters Score -2800432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -2800435.250000 Penalty: 4984.526367
	Iteration 79Q: 3 clusters Score -2800435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -2800434.250000 Penalty: 4984.526367
	Iteration 80F: 3 clusters Score -2800434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2800433.750000 Penalty: 4984.526367
	Iteration 81Q: 3 clusters Score -2800434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -2800435.500000 Penalty: 4984.526367
	Iteration 82Q: 3 clusters Score -2800436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -2800435.500000 Penalty: 4984.526367
	Iteration 83F: 3 clusters Score -2800436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Entering Unmasked Estep 
Score: -1517484.625000 Penalty: 2353.598877
	Iteration 0F: 2 clusters Score -1517485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1507735.500000 Penalty: 4707.197754
	Iteration 0F: 3 clusters Score -1507736 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1511030.875000 Penalty: 4707.197754
	Iteration 1F: 3 clusters Score -1511031 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1511660.250000 Penalty: 4707.197754
	Iteration 2F: 3 clusters Score -1511660 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1512263.125000 Penalty: 4707.197754
	Iteration 3F: 3 clusters Score -1512263 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1512879.375000 Penalty: 4707.197754
	Iteration 4F: 3 clusters Score -1512879 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1513519.875000 Penalty: 4707.197754
	Iteration 5F: 3 clusters Score -1513520 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1514141.000000 Penalty: 4707.197754
	Iteration 6F: 3 clusters Score -1514141 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1514752.750000 Penalty: 4707.197754
	Iteration 7F: 3 clusters Score -1514753 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1515253.875000 Penalty: 4707.197754
	Iteration 8Q: 3 clusters Score -1515254 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1515603.250000 Penalty: 4707.197754
	Iteration 9Q: 3 clusters Score -1515603 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1515864.875000 Penalty: 4707.197754
	Iteration 10Q: 3 clusters Score -1515865 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1515997.000000 Penalty: 4707.197754
	Iteration 11Q: 3 clusters Score -1515997 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1516083.000000 Penalty: 4707.197754
	Iteration 12Q: 3 clusters Score -1516083 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1516143.875000 Penalty: 4707.197754
	Iteration 13Q: 3 clusters Score -1516144 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1516191.125000 Penalty: 4707.197754
	Iteration 14Q: 3 clusters Score -1516191 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1516224.250000 Penalty: 4707.197754
	Iteration 15Q: 3 clusters Score -1516224 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1516250.125000 Penalty: 4707.197754
	Iteration 16Q: 3 clusters Score -1516250 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1516269.125000 Penalty: 4707.197754
	Iteration 17Q: 3 clusters Score -1516269 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1516287.500000 Penalty: 4707.197754
	Iteration 18Q: 3 clusters Score -1516288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1516296.375000 Penalty: 4707.197754
	Iteration 19Q: 3 clusters Score -1516296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1516300.750000 Penalty: 4707.197754
	Iteration 20F: 3 clusters Score -1516301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1516305.000000 Penalty: 4707.197754
	Iteration 21Q: 3 clusters Score -1516305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1516309.250000 Penalty: 4707.197754
	Iteration 22Q: 3 clusters Score -1516309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1516316.125000 Penalty: 4707.197754
	Iteration 23Q: 3 clusters Score -1516316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1516324.625000 Penalty: 4707.197754
	Iteration 24Q: 3 clusters Score -1516325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1516328.000000 Penalty: 4707.197754
	Iteration 25Q: 3 clusters Score -1516328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1516330.625000 Penalty: 4707.197754
	Iteration 26Q: 3 clusters Score -1516331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1516339.500000 Penalty: 4707.197754
	Iteration 27Q: 3 clusters Score -1516340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1516343.625000 Penalty: 4707.197754
	Iteration 28Q: 3 clusters Score -1516344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1516343.000000 Penalty: 4707.197754
	Iteration 29Q: 3 clusters Score -1516343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1516349.125000 Penalty: 4707.197754
	Iteration 30Q: 3 clusters Score -1516349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1516347.000000 Penalty: 4707.197754
	Iteration 31Q: 3 clusters Score -1516347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1516346.625000 Penalty: 4707.197754
	Iteration 32Q: 3 clusters Score -1516347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1516350.625000 Penalty: 4707.197754
	Iteration 33Q: 3 clusters Score -1516351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1516351.375000 Penalty: 4707.197754
	Iteration 34Q: 3 clusters Score -1516351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1516354.625000 Penalty: 4707.197754
	Iteration 35Q: 3 clusters Score -1516355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1516354.875000 Penalty: 4707.197754
	Iteration 36Q: 3 clusters Score -1516355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1516357.500000 Penalty: 4707.197754
	Iteration 37Q: 3 clusters Score -1516358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1516359.000000 Penalty: 4707.197754
	Iteration 38Q: 3 clusters Score -1516359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1516363.250000 Penalty: 4707.197754
	Iteration 39Q: 3 clusters Score -1516363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1516363.375000 Penalty: 4707.197754
	Iteration 40F: 3 clusters Score -1516363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1516361.875000 Penalty: 4707.197754
	Iteration 41Q: 3 clusters Score -1516362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1516361.875000 Penalty: 4707.197754
	Iteration 42F: 3 clusters Score -1516362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Entering Unmasked Estep 
Score: -4682098.000000 Penalty: 2616.780029
	Iteration 0F: 2 clusters Score -4682098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -4656228.000000 Penalty: 5233.560059
	Iteration 0F: 3 clusters Score -4656228 nChanged 17454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -4665871.500000 Penalty: 5233.560059
	Iteration 1F: 3 clusters Score -4665872 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -4666500.500000 Penalty: 5233.560059
	Iteration 2Q: 3 clusters Score -4666500 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -4667287.500000 Penalty: 5233.560059
	Iteration 3Q: 3 clusters Score -4667288 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -4668103.000000 Penalty: 5233.560059
	Iteration 4Q: 3 clusters Score -4668103 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -4669101.000000 Penalty: 5233.560059
	Iteration 5F: 3 clusters Score -4669101 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -4670286.000000 Penalty: 5233.560059
	Iteration 6F: 3 clusters Score -4670286 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -4671410.500000 Penalty: 5233.560059
	Iteration 7F: 3 clusters Score -4671410 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -4672301.000000 Penalty: 5233.560059
	Iteration 8F: 3 clusters Score -4672301 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -4672972.500000 Penalty: 5233.560059
	Iteration 9Q: 3 clusters Score -4672972 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -4673468.500000 Penalty: 5233.560059
	Iteration 10Q: 3 clusters Score -4673468 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -4673852.000000 Penalty: 5233.560059
	Iteration 11Q: 3 clusters Score -4673852 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -4674168.000000 Penalty: 5233.560059
	Iteration 12Q: 3 clusters Score -4674168 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -4674425.500000 Penalty: 5233.560059
	Iteration 13Q: 3 clusters Score -4674426 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -4674693.000000 Penalty: 5233.560059
	Iteration 14Q: 3 clusters Score -4674693 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -4674971.000000 Penalty: 5233.560059
	Iteration 15Q: 3 clusters Score -4674971 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -4675278.500000 Penalty: 5233.560059
	Iteration 16Q: 3 clusters Score -4675278 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -4675608.500000 Penalty: 5233.560059
	Iteration 17Q: 3 clusters Score -4675608 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -4675959.000000 Penalty: 5233.560059
	Iteration 18Q: 3 clusters Score -4675959 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -4676369.500000 Penalty: 5233.560059
	Iteration 19Q: 3 clusters Score -4676370 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -4676860.500000 Penalty: 5233.560059
	Iteration 20F: 3 clusters Score -4676860 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -4677291.000000 Penalty: 5233.560059
	Iteration 21Q: 3 clusters Score -4677291 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -4677757.500000 Penalty: 5233.560059
	Iteration 22Q: 3 clusters Score -4677758 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -4678179.500000 Penalty: 5233.560059
	Iteration 23Q: 3 clusters Score -4678180 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -4678573.000000 Penalty: 5233.560059
	Iteration 24Q: 3 clusters Score -4678573 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -4678901.000000 Penalty: 5233.560059
	Iteration 25Q: 3 clusters Score -4678901 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4679112.000000 Penalty: 5233.560059
	Iteration 26Q: 3 clusters Score -4679112 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4679271.500000 Penalty: 5233.560059
	Iteration 27Q: 3 clusters Score -4679272 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4679421.500000 Penalty: 5233.560059
	Iteration 28Q: 3 clusters Score -4679422 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4679539.500000 Penalty: 5233.560059
	Iteration 29Q: 3 clusters Score -4679540 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4679635.500000 Penalty: 5233.560059
	Iteration 30Q: 3 clusters Score -4679636 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4679732.000000 Penalty: 5233.560059
	Iteration 31Q: 3 clusters Score -4679732 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4679767.500000 Penalty: 5233.560059
	Iteration 32Q: 3 clusters Score -4679768 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4679810.000000 Penalty: 5233.560059
	Iteration 33Q: 3 clusters Score -4679810 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4679837.500000 Penalty: 5233.560059
	Iteration 34Q: 3 clusters Score -4679838 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4679851.500000 Penalty: 5233.560059
	Iteration 35Q: 3 clusters Score -4679852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4679861.000000 Penalty: 5233.560059
	Iteration 36Q: 3 clusters Score -4679861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4679865.500000 Penalty: 5233.560059
	Iteration 37Q: 3 clusters Score -4679866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4679869.500000 Penalty: 5233.560059
	Iteration 38Q: 3 clusters Score -4679870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4679877.500000 Penalty: 5233.560059
	Iteration 39Q: 3 clusters Score -4679878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4679880.500000 Penalty: 5233.560059
	Iteration 40F: 3 clusters Score -4679880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4679882.000000 Penalty: 5233.560059
	Iteration 41Q: 3 clusters Score -4679882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4679892.500000 Penalty: 5233.560059
	Iteration 42Q: 3 clusters Score -4679892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4679906.500000 Penalty: 5233.560059
	Iteration 43Q: 3 clusters Score -4679906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4679915.500000 Penalty: 5233.560059
	Iteration 44Q: 3 clusters Score -4679916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4679922.000000 Penalty: 5233.560059
	Iteration 45Q: 3 clusters Score -4679922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4679931.500000 Penalty: 5233.560059
	Iteration 46Q: 3 clusters Score -4679932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4679935.000000 Penalty: 5233.560059
	Iteration 47Q: 3 clusters Score -4679935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4679934.500000 Penalty: 5233.560059
	Iteration 48Q: 3 clusters Score -4679934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4679939.500000 Penalty: 5233.560059
	Iteration 49Q: 3 clusters Score -4679940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4679946.500000 Penalty: 5233.560059
	Iteration 50Q: 3 clusters Score -4679946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4679940.000000 Penalty: 5233.560059
	Iteration 51Q: 3 clusters Score -4679940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4679949.500000 Penalty: 5233.560059
	Iteration 52Q: 3 clusters Score -4679950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4679960.000000 Penalty: 5233.560059
	Iteration 53Q: 3 clusters Score -4679960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4679964.000000 Penalty: 5233.560059
	Iteration 54Q: 3 clusters Score -4679964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4679975.000000 Penalty: 5233.560059
	Iteration 55Q: 3 clusters Score -4679975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4679983.500000 Penalty: 5233.560059
	Iteration 56Q: 3 clusters Score -4679984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4679991.500000 Penalty: 5233.560059
	Iteration 57Q: 3 clusters Score -4679992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4679992.000000 Penalty: 5233.560059
	Iteration 58Q: 3 clusters Score -4679992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4680004.500000 Penalty: 5233.560059
	Iteration 59Q: 3 clusters Score -4680004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4680006.000000 Penalty: 5233.560059
	Iteration 60F: 3 clusters Score -4680006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4680007.500000 Penalty: 5233.560059
	Iteration 61Q: 3 clusters Score -4680008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4680009.500000 Penalty: 5233.560059
	Iteration 62Q: 3 clusters Score -4680010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4680008.000000 Penalty: 5233.560059
	Iteration 63Q: 3 clusters Score -4680008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4680013.000000 Penalty: 5233.560059
	Iteration 64Q: 3 clusters Score -4680013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4680010.500000 Penalty: 5233.560059
	Iteration 65Q: 3 clusters Score -4680010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4680011.500000 Penalty: 5233.560059
	Iteration 66Q: 3 clusters Score -4680012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4680011.500000 Penalty: 5233.560059
	Iteration 67F: 3 clusters Score -4680012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (150298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150298 members 
Entering Unmasked Estep 
Score: -18235034.000000 Penalty: 2956.252930
	Iteration 0F: 2 clusters Score -1.823503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74939 members 
Mstep: Class 2 contains 75359 members 
Entering Unmasked Estep 
Score: -18133856.000000 Penalty: 5912.505859
	Iteration 0F: 3 clusters Score -1.813386e+07 nChanged 72093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72824 members 
Mstep: Class 2 contains 77474 members 
Entering Unmasked Estep 
Score: -18175718.000000 Penalty: 5912.505859
	Iteration 1F: 3 clusters Score -1.817572e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71493 members 
Mstep: Class 2 contains 78805 members 
Entering Unmasked Estep 
Score: -18176820.000000 Penalty: 5912.505859
	Iteration 2Q: 3 clusters Score -1.817682e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69393 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -18177854.000000 Penalty: 5912.505859
	Iteration 3Q: 3 clusters Score -1.817785e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66169 members 
Mstep: Class 2 contains 84129 members 
Entering Unmasked Estep 
Score: -18179702.000000 Penalty: 5912.505859
	Iteration 4Q: 3 clusters Score -1.81797e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61295 members 
Mstep: Class 2 contains 89003 members 
Entering Unmasked Estep 
Score: -18182452.000000 Penalty: 5912.505859
	Iteration 5Q: 3 clusters Score -1.818245e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 96065 members 
Entering Unmasked Estep 
Score: -18187164.000000 Penalty: 5912.505859
	Iteration 6F: 3 clusters Score -1.818716e+07 nChanged 10006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 105571 members 
Entering Unmasked Estep 
Score: -18194172.000000 Penalty: 5912.505859
	Iteration 7F: 3 clusters Score -1.819417e+07 nChanged 11518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 116813 members 
Entering Unmasked Estep 
Score: -18203266.000000 Penalty: 5912.505859
	Iteration 8F: 3 clusters Score -1.820327e+07 nChanged 11511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 128250 members 
Entering Unmasked Estep 
Score: -18213402.000000 Penalty: 5912.505859
	Iteration 9F: 3 clusters Score -1.82134e+07 nChanged 9610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 137836 members 
Entering Unmasked Estep 
Score: -18222042.000000 Penalty: 5912.505859
	Iteration 10F: 3 clusters Score -1.822204e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 144111 members 
Entering Unmasked Estep 
Score: -18227624.000000 Penalty: 5912.505859
	Iteration 11Q: 3 clusters Score -1.822762e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 147306 members 
Entering Unmasked Estep 
Score: -18230364.000000 Penalty: 5912.505859
	Iteration 12Q: 3 clusters Score -1.823036e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 148720 members 
Entering Unmasked Estep 
Score: -18231598.000000 Penalty: 5912.505859
	Iteration 13Q: 3 clusters Score -1.82316e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 149280 members 
Entering Unmasked Estep 
Score: -18232114.000000 Penalty: 5912.505859
	Iteration 14Q: 3 clusters Score -1.823211e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 149495 members 
Entering Unmasked Estep 
Score: -18232352.000000 Penalty: 5912.505859
	Iteration 15Q: 3 clusters Score -1.823235e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 149589 members 
Entering Unmasked Estep 
Score: -18232450.000000 Penalty: 5912.505859
	Iteration 16Q: 3 clusters Score -1.823245e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 149639 members 
Entering Unmasked Estep 
Score: -18232524.000000 Penalty: 5912.505859
	Iteration 17Q: 3 clusters Score -1.823252e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 149672 members 
Entering Unmasked Estep 
Score: -18232564.000000 Penalty: 5912.505859
	Iteration 18Q: 3 clusters Score -1.823256e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 149683 members 
Entering Unmasked Estep 
Score: -18232586.000000 Penalty: 5912.505859
	Iteration 19Q: 3 clusters Score -1.823259e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 149701 members 
Entering Unmasked Estep 
Score: -18232630.000000 Penalty: 5912.505859
	Iteration 20F: 3 clusters Score -1.823263e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 149707 members 
Entering Unmasked Estep 
Score: -18232642.000000 Penalty: 5912.505859
	Iteration 21Q: 3 clusters Score -1.823264e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 149711 members 
Entering Unmasked Estep 
Score: -18232654.000000 Penalty: 5912.505859
	Iteration 22Q: 3 clusters Score -1.823265e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 149716 members 
Entering Unmasked Estep 
Score: -18232664.000000 Penalty: 5912.505859
	Iteration 23Q: 3 clusters Score -1.823266e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 149724 members 
Entering Unmasked Estep 
Score: -18232668.000000 Penalty: 5912.505859
	Iteration 24Q: 3 clusters Score -1.823267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 149727 members 
Entering Unmasked Estep 
Score: -18232670.000000 Penalty: 5912.505859
	Iteration 25Q: 3 clusters Score -1.823267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 149731 members 
Entering Unmasked Estep 
Score: -18232682.000000 Penalty: 5912.505859
	Iteration 26Q: 3 clusters Score -1.823268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 149730 members 
Entering Unmasked Estep 
Score: -18232686.000000 Penalty: 5912.505859
	Iteration 27Q: 3 clusters Score -1.823269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 149731 members 
Entering Unmasked Estep 
Score: -18232698.000000 Penalty: 5912.505859
	Iteration 28Q: 3 clusters Score -1.82327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 149735 members 
Entering Unmasked Estep 
Score: -18232690.000000 Penalty: 5912.505859
	Iteration 29Q: 3 clusters Score -1.823269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 149735 members 
Entering Unmasked Estep 
Score: -18232684.000000 Penalty: 5912.505859
	Iteration 30Q: 3 clusters Score -1.823268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 149735 members 
Entering Unmasked Estep 
Score: -18232684.000000 Penalty: 5912.505859
	Iteration 31Q: 3 clusters Score -1.823268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 149734 members 
Entering Unmasked Estep 
Score: -18232696.000000 Penalty: 5912.505859
	Iteration 32Q: 3 clusters Score -1.82327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 149737 members 
Entering Unmasked Estep 
Score: -18232700.000000 Penalty: 5912.505859
	Iteration 33Q: 3 clusters Score -1.82327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 149739 members 
Entering Unmasked Estep 
Score: -18232696.000000 Penalty: 5912.505859
	Iteration 34Q: 3 clusters Score -1.82327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 149740 members 
Entering Unmasked Estep 
Score: -18232708.000000 Penalty: 5912.505859
	Iteration 35Q: 3 clusters Score -1.823271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 149744 members 
Entering Unmasked Estep 
Score: -18232708.000000 Penalty: 5912.505859
	Iteration 36Q: 3 clusters Score -1.823271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 149746 members 
Entering Unmasked Estep 
Score: -18232712.000000 Penalty: 5912.505859
	Iteration 37Q: 3 clusters Score -1.823271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 149746 members 
Entering Unmasked Estep 
Score: -18232728.000000 Penalty: 5912.505859
	Iteration 38Q: 3 clusters Score -1.823273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 149750 members 
Entering Unmasked Estep 
Score: -18232720.000000 Penalty: 5912.505859
	Iteration 39Q: 3 clusters Score -1.823272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 149750 members 
Entering Unmasked Estep 
Score: -18232726.000000 Penalty: 5912.505859
	Iteration 40F: 3 clusters Score -1.823273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 149750 members 
Entering Unmasked Estep 
Score: -18232724.000000 Penalty: 5912.505859
	Iteration 41Q: 3 clusters Score -1.823272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 149750 members 
Entering Unmasked Estep 
Score: -18232722.000000 Penalty: 5912.505859
	Iteration 42Q: 3 clusters Score -1.823272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 149750 members 
Entering Unmasked Estep 
Score: -18232722.000000 Penalty: 5912.505859
	Iteration 43F: 3 clusters Score -1.823272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Entering Unmasked Estep 
Score: -3341305.750000 Penalty: 2533.340088
	Iteration 0F: 2 clusters Score -3341306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -3322493.500000 Penalty: 5066.680176
	Iteration 0F: 3 clusters Score -3322494 nChanged 12254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3329077.750000 Penalty: 5066.680176
	Iteration 1F: 3 clusters Score -3329078 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -3329650.250000 Penalty: 5066.680176
	Iteration 2F: 3 clusters Score -3329650 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -3330349.500000 Penalty: 5066.680176
	Iteration 3F: 3 clusters Score -3330350 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3331115.500000 Penalty: 5066.680176
	Iteration 4F: 3 clusters Score -3331116 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -3332089.250000 Penalty: 5066.680176
	Iteration 5F: 3 clusters Score -3332089 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -3333160.250000 Penalty: 5066.680176
	Iteration 6F: 3 clusters Score -3333160 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -3334227.500000 Penalty: 5066.680176
	Iteration 7F: 3 clusters Score -3334228 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -3335243.500000 Penalty: 5066.680176
	Iteration 8F: 3 clusters Score -3335244 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -3336168.000000 Penalty: 5066.680176
	Iteration 9Q: 3 clusters Score -3336168 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -3337003.000000 Penalty: 5066.680176
	Iteration 10Q: 3 clusters Score -3337003 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -3337617.000000 Penalty: 5066.680176
	Iteration 11Q: 3 clusters Score -3337617 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -3338055.000000 Penalty: 5066.680176
	Iteration 12Q: 3 clusters Score -3338055 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -3338363.750000 Penalty: 5066.680176
	Iteration 13Q: 3 clusters Score -3338364 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -3338565.750000 Penalty: 5066.680176
	Iteration 14Q: 3 clusters Score -3338566 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -3338713.500000 Penalty: 5066.680176
	Iteration 15Q: 3 clusters Score -3338714 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -3338825.500000 Penalty: 5066.680176
	Iteration 16Q: 3 clusters Score -3338826 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -3338905.250000 Penalty: 5066.680176
	Iteration 17Q: 3 clusters Score -3338905 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -3338966.500000 Penalty: 5066.680176
	Iteration 18Q: 3 clusters Score -3338966 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -3339027.000000 Penalty: 5066.680176
	Iteration 19Q: 3 clusters Score -3339027 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -3339059.500000 Penalty: 5066.680176
	Iteration 20F: 3 clusters Score -3339060 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -3339105.000000 Penalty: 5066.680176
	Iteration 21Q: 3 clusters Score -3339105 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -3339127.750000 Penalty: 5066.680176
	Iteration 22Q: 3 clusters Score -3339128 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -3339149.500000 Penalty: 5066.680176
	Iteration 23Q: 3 clusters Score -3339150 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -3339174.500000 Penalty: 5066.680176
	Iteration 24Q: 3 clusters Score -3339174 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -3339196.500000 Penalty: 5066.680176
	Iteration 25Q: 3 clusters Score -3339196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -3339209.250000 Penalty: 5066.680176
	Iteration 26Q: 3 clusters Score -3339209 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -3339215.500000 Penalty: 5066.680176
	Iteration 27Q: 3 clusters Score -3339216 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -3339232.500000 Penalty: 5066.680176
	Iteration 28Q: 3 clusters Score -3339232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -3339247.500000 Penalty: 5066.680176
	Iteration 29Q: 3 clusters Score -3339248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3339250.000000 Penalty: 5066.680176
	Iteration 30Q: 3 clusters Score -3339250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -3339257.000000 Penalty: 5066.680176
	Iteration 31Q: 3 clusters Score -3339257 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -3339268.500000 Penalty: 5066.680176
	Iteration 32Q: 3 clusters Score -3339268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -3339276.750000 Penalty: 5066.680176
	Iteration 33Q: 3 clusters Score -3339277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -3339279.500000 Penalty: 5066.680176
	Iteration 34Q: 3 clusters Score -3339280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -3339286.250000 Penalty: 5066.680176
	Iteration 35Q: 3 clusters Score -3339286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -3339292.000000 Penalty: 5066.680176
	Iteration 36Q: 3 clusters Score -3339292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -3339296.750000 Penalty: 5066.680176
	Iteration 37Q: 3 clusters Score -3339297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -3339296.250000 Penalty: 5066.680176
	Iteration 38Q: 3 clusters Score -3339296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -3339297.500000 Penalty: 5066.680176
	Iteration 39Q: 3 clusters Score -3339298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -3339296.000000 Penalty: 5066.680176
	Iteration 40F: 3 clusters Score -3339296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -3339297.000000 Penalty: 5066.680176
	Iteration 41Q: 3 clusters Score -3339297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -3339301.250000 Penalty: 5066.680176
	Iteration 42Q: 3 clusters Score -3339301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -3339301.250000 Penalty: 5066.680176
	Iteration 43F: 3 clusters Score -3339301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -13345.542969 Penalty: 1239.308716
	Iteration 0F: 2 clusters Score -13345.54 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 76 members 
Entering Unmasked Estep 
Score: -12380.557617 Penalty: 2478.617432
	Iteration 0F: 3 clusters Score -12380.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12427.223633 Penalty: 2478.617432
	Iteration 1Q: 3 clusters Score -12427.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12438.293945 Penalty: 2478.617432
	Iteration 2Q: 3 clusters Score -12438.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12438.293945 Penalty: 2478.617432
	Iteration 3F: 3 clusters Score -12438.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Entering Unmasked Estep 
Score: -1886430.875000 Penalty: 2399.824707
	Iteration 0F: 2 clusters Score -1886431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1874943.000000 Penalty: 4799.649414
	Iteration 0F: 3 clusters Score -1874943 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1878551.750000 Penalty: 4799.649414
	Iteration 1F: 3 clusters Score -1878552 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1879003.500000 Penalty: 4799.649414
	Iteration 2F: 3 clusters Score -1879004 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1879392.125000 Penalty: 4799.649414
	Iteration 3F: 3 clusters Score -1879392 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1879703.625000 Penalty: 4799.649414
	Iteration 4Q: 3 clusters Score -1879704 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1879988.125000 Penalty: 4799.649414
	Iteration 5Q: 3 clusters Score -1879988 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1880309.500000 Penalty: 4799.649414
	Iteration 6Q: 3 clusters Score -1880310 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1880632.250000 Penalty: 4799.649414
	Iteration 7Q: 3 clusters Score -1880632 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1880988.250000 Penalty: 4799.649414
	Iteration 8Q: 3 clusters Score -1880988 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1881358.000000 Penalty: 4799.649414
	Iteration 9Q: 3 clusters Score -1881358 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1881757.250000 Penalty: 4799.649414
	Iteration 10Q: 3 clusters Score -1881757 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1882100.625000 Penalty: 4799.649414
	Iteration 11Q: 3 clusters Score -1882101 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1882429.875000 Penalty: 4799.649414
	Iteration 12Q: 3 clusters Score -1882430 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1882709.750000 Penalty: 4799.649414
	Iteration 13Q: 3 clusters Score -1882710 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1882956.625000 Penalty: 4799.649414
	Iteration 14Q: 3 clusters Score -1882957 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1883161.875000 Penalty: 4799.649414
	Iteration 15Q: 3 clusters Score -1883162 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1883290.000000 Penalty: 4799.649414
	Iteration 16Q: 3 clusters Score -1883290 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1883374.375000 Penalty: 4799.649414
	Iteration 17Q: 3 clusters Score -1883374 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1883442.000000 Penalty: 4799.649414
	Iteration 18Q: 3 clusters Score -1883442 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1883499.125000 Penalty: 4799.649414
	Iteration 19Q: 3 clusters Score -1883499 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1883537.375000 Penalty: 4799.649414
	Iteration 20F: 3 clusters Score -1883537 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1883573.750000 Penalty: 4799.649414
	Iteration 21Q: 3 clusters Score -1883574 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1883605.125000 Penalty: 4799.649414
	Iteration 22Q: 3 clusters Score -1883605 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1883628.875000 Penalty: 4799.649414
	Iteration 23Q: 3 clusters Score -1883629 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1883657.250000 Penalty: 4799.649414
	Iteration 24Q: 3 clusters Score -1883657 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1883666.875000 Penalty: 4799.649414
	Iteration 25Q: 3 clusters Score -1883667 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1883694.125000 Penalty: 4799.649414
	Iteration 26Q: 3 clusters Score -1883694 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1883713.625000 Penalty: 4799.649414
	Iteration 27Q: 3 clusters Score -1883714 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1883743.000000 Penalty: 4799.649414
	Iteration 28Q: 3 clusters Score -1883743 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1883757.125000 Penalty: 4799.649414
	Iteration 29Q: 3 clusters Score -1883757 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1883773.750000 Penalty: 4799.649414
	Iteration 30Q: 3 clusters Score -1883774 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1883807.500000 Penalty: 4799.649414
	Iteration 31Q: 3 clusters Score -1883808 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1883834.875000 Penalty: 4799.649414
	Iteration 32Q: 3 clusters Score -1883835 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1883864.875000 Penalty: 4799.649414
	Iteration 33Q: 3 clusters Score -1883865 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1883889.375000 Penalty: 4799.649414
	Iteration 34Q: 3 clusters Score -1883889 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1883920.750000 Penalty: 4799.649414
	Iteration 35Q: 3 clusters Score -1883921 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1883940.500000 Penalty: 4799.649414
	Iteration 36Q: 3 clusters Score -1883940 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1883966.875000 Penalty: 4799.649414
	Iteration 37Q: 3 clusters Score -1883967 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1883985.000000 Penalty: 4799.649414
	Iteration 38Q: 3 clusters Score -1883985 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1884009.125000 Penalty: 4799.649414
	Iteration 39Q: 3 clusters Score -1884009 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1884027.750000 Penalty: 4799.649414
	Iteration 40F: 3 clusters Score -1884028 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1884043.875000 Penalty: 4799.649414
	Iteration 41Q: 3 clusters Score -1884044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1884057.875000 Penalty: 4799.649414
	Iteration 42Q: 3 clusters Score -1884058 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1884075.125000 Penalty: 4799.649414
	Iteration 43Q: 3 clusters Score -1884075 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1884086.500000 Penalty: 4799.649414
	Iteration 44Q: 3 clusters Score -1884086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1884097.125000 Penalty: 4799.649414
	Iteration 45Q: 3 clusters Score -1884097 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1884105.750000 Penalty: 4799.649414
	Iteration 46Q: 3 clusters Score -1884106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1884111.125000 Penalty: 4799.649414
	Iteration 47Q: 3 clusters Score -1884111 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1884116.875000 Penalty: 4799.649414
	Iteration 48Q: 3 clusters Score -1884117 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1884133.125000 Penalty: 4799.649414
	Iteration 49Q: 3 clusters Score -1884133 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1884144.250000 Penalty: 4799.649414
	Iteration 50Q: 3 clusters Score -1884144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1884149.000000 Penalty: 4799.649414
	Iteration 51Q: 3 clusters Score -1884149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1884152.125000 Penalty: 4799.649414
	Iteration 52Q: 3 clusters Score -1884152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1884161.750000 Penalty: 4799.649414
	Iteration 53Q: 3 clusters Score -1884162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1884165.750000 Penalty: 4799.649414
	Iteration 54Q: 3 clusters Score -1884166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1884170.000000 Penalty: 4799.649414
	Iteration 55Q: 3 clusters Score -1884170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1884172.125000 Penalty: 4799.649414
	Iteration 56Q: 3 clusters Score -1884172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1884174.500000 Penalty: 4799.649414
	Iteration 57Q: 3 clusters Score -1884174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1884183.000000 Penalty: 4799.649414
	Iteration 58Q: 3 clusters Score -1884183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1884186.250000 Penalty: 4799.649414
	Iteration 59Q: 3 clusters Score -1884186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1884192.375000 Penalty: 4799.649414
	Iteration 60F: 3 clusters Score -1884192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1884189.000000 Penalty: 4799.649414
	Iteration 61Q: 3 clusters Score -1884189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1884194.500000 Penalty: 4799.649414
	Iteration 62Q: 3 clusters Score -1884194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1884197.000000 Penalty: 4799.649414
	Iteration 63Q: 3 clusters Score -1884197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1884199.000000 Penalty: 4799.649414
	Iteration 64Q: 3 clusters Score -1884199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1884207.500000 Penalty: 4799.649414
	Iteration 65Q: 3 clusters Score -1884208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1884206.000000 Penalty: 4799.649414
	Iteration 66Q: 3 clusters Score -1884206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1884209.250000 Penalty: 4799.649414
	Iteration 67Q: 3 clusters Score -1884209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1884217.625000 Penalty: 4799.649414
	Iteration 68Q: 3 clusters Score -1884218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1884222.750000 Penalty: 4799.649414
	Iteration 69Q: 3 clusters Score -1884223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1884224.750000 Penalty: 4799.649414
	Iteration 70Q: 3 clusters Score -1884225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1884227.625000 Penalty: 4799.649414
	Iteration 71Q: 3 clusters Score -1884228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1884234.250000 Penalty: 4799.649414
	Iteration 72Q: 3 clusters Score -1884234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1884240.125000 Penalty: 4799.649414
	Iteration 73Q: 3 clusters Score -1884240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1884239.625000 Penalty: 4799.649414
	Iteration 74Q: 3 clusters Score -1884240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1884246.000000 Penalty: 4799.649414
	Iteration 75Q: 3 clusters Score -1884246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1884253.125000 Penalty: 4799.649414
	Iteration 76Q: 3 clusters Score -1884253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1884260.500000 Penalty: 4799.649414
	Iteration 77Q: 3 clusters Score -1884260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1884259.375000 Penalty: 4799.649414
	Iteration 78Q: 3 clusters Score -1884259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1884262.375000 Penalty: 4799.649414
	Iteration 79Q: 3 clusters Score -1884262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1884262.000000 Penalty: 4799.649414
	Iteration 80F: 3 clusters Score -1884262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1884263.000000 Penalty: 4799.649414
	Iteration 81Q: 3 clusters Score -1884263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1884266.750000 Penalty: 4799.649414
	Iteration 82Q: 3 clusters Score -1884267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1884268.625000 Penalty: 4799.649414
	Iteration 83Q: 3 clusters Score -1884269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1884272.000000 Penalty: 4799.649414
	Iteration 84Q: 3 clusters Score -1884272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1884272.375000 Penalty: 4799.649414
	Iteration 85Q: 3 clusters Score -1884272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1884276.500000 Penalty: 4799.649414
	Iteration 86Q: 3 clusters Score -1884276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1884276.375000 Penalty: 4799.649414
	Iteration 87Q: 3 clusters Score -1884276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1884279.125000 Penalty: 4799.649414
	Iteration 88Q: 3 clusters Score -1884279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1884278.250000 Penalty: 4799.649414
	Iteration 89Q: 3 clusters Score -1884278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1884278.875000 Penalty: 4799.649414
	Iteration 90Q: 3 clusters Score -1884279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1884280.125000 Penalty: 4799.649414
	Iteration 91Q: 3 clusters Score -1884280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1884282.875000 Penalty: 4799.649414
	Iteration 92Q: 3 clusters Score -1884283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1884282.000000 Penalty: 4799.649414
	Iteration 93Q: 3 clusters Score -1884282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1884282.000000 Penalty: 4799.649414
	Iteration 94F: 3 clusters Score -1884282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Entering Unmasked Estep 
Score: -1543790.125000 Penalty: 2358.149170
	Iteration 0F: 2 clusters Score -1543790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1533897.000000 Penalty: 4716.298340
	Iteration 0F: 3 clusters Score -1533897 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1536978.750000 Penalty: 4716.298340
	Iteration 1F: 3 clusters Score -1536979 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1537334.000000 Penalty: 4716.298340
	Iteration 2F: 3 clusters Score -1537334 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1537551.500000 Penalty: 4716.298340
	Iteration 3Q: 3 clusters Score -1537552 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1537710.000000 Penalty: 4716.298340
	Iteration 4Q: 3 clusters Score -1537710 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1537814.125000 Penalty: 4716.298340
	Iteration 5Q: 3 clusters Score -1537814 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1537920.250000 Penalty: 4716.298340
	Iteration 6Q: 3 clusters Score -1537920 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1538010.000000 Penalty: 4716.298340
	Iteration 7Q: 3 clusters Score -1538010 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1538120.750000 Penalty: 4716.298340
	Iteration 8Q: 3 clusters Score -1538121 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1538230.750000 Penalty: 4716.298340
	Iteration 9Q: 3 clusters Score -1538231 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1538336.375000 Penalty: 4716.298340
	Iteration 10Q: 3 clusters Score -1538336 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1538467.625000 Penalty: 4716.298340
	Iteration 11Q: 3 clusters Score -1538468 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1538617.625000 Penalty: 4716.298340
	Iteration 12Q: 3 clusters Score -1538618 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1538794.125000 Penalty: 4716.298340
	Iteration 13Q: 3 clusters Score -1538794 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1538991.750000 Penalty: 4716.298340
	Iteration 14Q: 3 clusters Score -1538992 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1539211.625000 Penalty: 4716.298340
	Iteration 15Q: 3 clusters Score -1539212 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1539480.250000 Penalty: 4716.298340
	Iteration 16Q: 3 clusters Score -1539480 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1539754.750000 Penalty: 4716.298340
	Iteration 17Q: 3 clusters Score -1539755 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1540000.750000 Penalty: 4716.298340
	Iteration 18Q: 3 clusters Score -1540001 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1540216.875000 Penalty: 4716.298340
	Iteration 19Q: 3 clusters Score -1540217 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1540375.375000 Penalty: 4716.298340
	Iteration 20F: 3 clusters Score -1540375 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1540495.500000 Penalty: 4716.298340
	Iteration 21Q: 3 clusters Score -1540496 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1540614.625000 Penalty: 4716.298340
	Iteration 22Q: 3 clusters Score -1540615 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1540727.750000 Penalty: 4716.298340
	Iteration 23Q: 3 clusters Score -1540728 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1540832.875000 Penalty: 4716.298340
	Iteration 24Q: 3 clusters Score -1540833 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1540929.250000 Penalty: 4716.298340
	Iteration 25Q: 3 clusters Score -1540929 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1540994.125000 Penalty: 4716.298340
	Iteration 26Q: 3 clusters Score -1540994 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1541065.375000 Penalty: 4716.298340
	Iteration 27Q: 3 clusters Score -1541065 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1541129.500000 Penalty: 4716.298340
	Iteration 28Q: 3 clusters Score -1541130 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1541204.875000 Penalty: 4716.298340
	Iteration 29Q: 3 clusters Score -1541205 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1541289.875000 Penalty: 4716.298340
	Iteration 30Q: 3 clusters Score -1541290 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1541366.875000 Penalty: 4716.298340
	Iteration 31Q: 3 clusters Score -1541367 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1541449.250000 Penalty: 4716.298340
	Iteration 32Q: 3 clusters Score -1541449 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1541522.875000 Penalty: 4716.298340
	Iteration 33Q: 3 clusters Score -1541523 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1541599.375000 Penalty: 4716.298340
	Iteration 34Q: 3 clusters Score -1541599 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1541674.125000 Penalty: 4716.298340
	Iteration 35Q: 3 clusters Score -1541674 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1541744.250000 Penalty: 4716.298340
	Iteration 36Q: 3 clusters Score -1541744 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1541793.875000 Penalty: 4716.298340
	Iteration 37Q: 3 clusters Score -1541794 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1541833.750000 Penalty: 4716.298340
	Iteration 38Q: 3 clusters Score -1541834 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1541861.375000 Penalty: 4716.298340
	Iteration 39Q: 3 clusters Score -1541861 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1541885.500000 Penalty: 4716.298340
	Iteration 40F: 3 clusters Score -1541886 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1541899.000000 Penalty: 4716.298340
	Iteration 41Q: 3 clusters Score -1541899 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1541912.250000 Penalty: 4716.298340
	Iteration 42Q: 3 clusters Score -1541912 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1541916.875000 Penalty: 4716.298340
	Iteration 43Q: 3 clusters Score -1541917 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1541925.875000 Penalty: 4716.298340
	Iteration 44Q: 3 clusters Score -1541926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1541934.625000 Penalty: 4716.298340
	Iteration 45Q: 3 clusters Score -1541935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1541931.250000 Penalty: 4716.298340
	Iteration 46Q: 3 clusters Score -1541931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1541929.000000 Penalty: 4716.298340
	Iteration 47Q: 3 clusters Score -1541929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1541940.500000 Penalty: 4716.298340
	Iteration 48Q: 3 clusters Score -1541940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1541939.750000 Penalty: 4716.298340
	Iteration 49Q: 3 clusters Score -1541940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1541946.375000 Penalty: 4716.298340
	Iteration 50Q: 3 clusters Score -1541946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1541950.125000 Penalty: 4716.298340
	Iteration 51Q: 3 clusters Score -1541950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1541956.250000 Penalty: 4716.298340
	Iteration 52Q: 3 clusters Score -1541956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1541957.000000 Penalty: 4716.298340
	Iteration 53Q: 3 clusters Score -1541957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1541954.750000 Penalty: 4716.298340
	Iteration 54Q: 3 clusters Score -1541955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1541959.125000 Penalty: 4716.298340
	Iteration 55Q: 3 clusters Score -1541959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1541960.625000 Penalty: 4716.298340
	Iteration 56Q: 3 clusters Score -1541961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1541959.500000 Penalty: 4716.298340
	Iteration 57Q: 3 clusters Score -1541960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1541958.375000 Penalty: 4716.298340
	Iteration 58Q: 3 clusters Score -1541958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1541958.375000 Penalty: 4716.298340
	Iteration 59F: 3 clusters Score -1541958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Entering Unmasked Estep 
Score: -4110067.000000 Penalty: 2584.961914
	Iteration 0F: 2 clusters Score -4110067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -4087007.500000 Penalty: 5169.923828
	Iteration 0F: 3 clusters Score -4087008 nChanged 15325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -4095594.250000 Penalty: 5169.923828
	Iteration 1F: 3 clusters Score -4095594 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -4096246.500000 Penalty: 5169.923828
	Iteration 2F: 3 clusters Score -4096246 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -4096953.250000 Penalty: 5169.923828
	Iteration 3F: 3 clusters Score -4096953 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -4097676.750000 Penalty: 5169.923828
	Iteration 4Q: 3 clusters Score -4097677 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -4098462.250000 Penalty: 5169.923828
	Iteration 5Q: 3 clusters Score -4098462 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -4099267.750000 Penalty: 5169.923828
	Iteration 6F: 3 clusters Score -4099268 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -4100117.000000 Penalty: 5169.923828
	Iteration 7Q: 3 clusters Score -4100117 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -4100912.500000 Penalty: 5169.923828
	Iteration 8Q: 3 clusters Score -4100912 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -4101718.500000 Penalty: 5169.923828
	Iteration 9Q: 3 clusters Score -4101718 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -4102514.250000 Penalty: 5169.923828
	Iteration 10Q: 3 clusters Score -4102514 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -4103325.750000 Penalty: 5169.923828
	Iteration 11Q: 3 clusters Score -4103326 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -4104162.750000 Penalty: 5169.923828
	Iteration 12Q: 3 clusters Score -4104163 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -4104854.750000 Penalty: 5169.923828
	Iteration 13Q: 3 clusters Score -4104855 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -4105295.250000 Penalty: 5169.923828
	Iteration 14Q: 3 clusters Score -4105295 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -4105625.500000 Penalty: 5169.923828
	Iteration 15Q: 3 clusters Score -4105626 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -4105922.000000 Penalty: 5169.923828
	Iteration 16Q: 3 clusters Score -4105922 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -4106179.500000 Penalty: 5169.923828
	Iteration 17Q: 3 clusters Score -4106180 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -4106450.500000 Penalty: 5169.923828
	Iteration 18Q: 3 clusters Score -4106450 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -4106694.250000 Penalty: 5169.923828
	Iteration 19Q: 3 clusters Score -4106694 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -4106895.500000 Penalty: 5169.923828
	Iteration 20F: 3 clusters Score -4106896 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -4107062.500000 Penalty: 5169.923828
	Iteration 21Q: 3 clusters Score -4107062 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -4107185.250000 Penalty: 5169.923828
	Iteration 22Q: 3 clusters Score -4107185 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -4107280.000000 Penalty: 5169.923828
	Iteration 23Q: 3 clusters Score -4107280 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -4107408.250000 Penalty: 5169.923828
	Iteration 24Q: 3 clusters Score -4107408 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -4107494.750000 Penalty: 5169.923828
	Iteration 25Q: 3 clusters Score -4107495 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -4107583.250000 Penalty: 5169.923828
	Iteration 26Q: 3 clusters Score -4107583 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4107657.250000 Penalty: 5169.923828
	Iteration 27Q: 3 clusters Score -4107657 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -4107689.250000 Penalty: 5169.923828
	Iteration 28Q: 3 clusters Score -4107689 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -4107740.500000 Penalty: 5169.923828
	Iteration 29Q: 3 clusters Score -4107740 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4107781.250000 Penalty: 5169.923828
	Iteration 30Q: 3 clusters Score -4107781 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -4107818.250000 Penalty: 5169.923828
	Iteration 31Q: 3 clusters Score -4107818 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4107834.000000 Penalty: 5169.923828
	Iteration 32Q: 3 clusters Score -4107834 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -4107841.750000 Penalty: 5169.923828
	Iteration 33Q: 3 clusters Score -4107842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4107856.750000 Penalty: 5169.923828
	Iteration 34Q: 3 clusters Score -4107857 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -4107867.250000 Penalty: 5169.923828
	Iteration 35Q: 3 clusters Score -4107867 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4107879.750000 Penalty: 5169.923828
	Iteration 36Q: 3 clusters Score -4107880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4107886.250000 Penalty: 5169.923828
	Iteration 37Q: 3 clusters Score -4107886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4107894.000000 Penalty: 5169.923828
	Iteration 38Q: 3 clusters Score -4107894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4107901.250000 Penalty: 5169.923828
	Iteration 39Q: 3 clusters Score -4107901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4107908.750000 Penalty: 5169.923828
	Iteration 40F: 3 clusters Score -4107909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4107906.500000 Penalty: 5169.923828
	Iteration 41Q: 3 clusters Score -4107906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4107915.000000 Penalty: 5169.923828
	Iteration 42Q: 3 clusters Score -4107915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4107918.000000 Penalty: 5169.923828
	Iteration 43Q: 3 clusters Score -4107918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4107919.250000 Penalty: 5169.923828
	Iteration 44Q: 3 clusters Score -4107919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4107927.500000 Penalty: 5169.923828
	Iteration 45Q: 3 clusters Score -4107928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4107930.000000 Penalty: 5169.923828
	Iteration 46Q: 3 clusters Score -4107930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4107930.000000 Penalty: 5169.923828
	Iteration 47Q: 3 clusters Score -4107930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4107928.500000 Penalty: 5169.923828
	Iteration 48Q: 3 clusters Score -4107928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4107939.500000 Penalty: 5169.923828
	Iteration 49Q: 3 clusters Score -4107940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4107943.500000 Penalty: 5169.923828
	Iteration 50Q: 3 clusters Score -4107944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4107942.000000 Penalty: 5169.923828
	Iteration 51Q: 3 clusters Score -4107942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4107939.250000 Penalty: 5169.923828
	Iteration 52Q: 3 clusters Score -4107939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4107936.500000 Penalty: 5169.923828
	Iteration 53Q: 3 clusters Score -4107936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4107944.750000 Penalty: 5169.923828
	Iteration 54Q: 3 clusters Score -4107945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4107944.500000 Penalty: 5169.923828
	Iteration 55Q: 3 clusters Score -4107944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4107954.750000 Penalty: 5169.923828
	Iteration 56Q: 3 clusters Score -4107955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4107956.250000 Penalty: 5169.923828
	Iteration 57Q: 3 clusters Score -4107956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4107957.500000 Penalty: 5169.923828
	Iteration 58Q: 3 clusters Score -4107958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4107964.250000 Penalty: 5169.923828
	Iteration 59Q: 3 clusters Score -4107964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4107969.000000 Penalty: 5169.923828
	Iteration 60F: 3 clusters Score -4107969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4107969.750000 Penalty: 5169.923828
	Iteration 61Q: 3 clusters Score -4107970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4107970.000000 Penalty: 5169.923828
	Iteration 62Q: 3 clusters Score -4107970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4107972.000000 Penalty: 5169.923828
	Iteration 63Q: 3 clusters Score -4107972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4107968.250000 Penalty: 5169.923828
	Iteration 64Q: 3 clusters Score -4107968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4107966.250000 Penalty: 5169.923828
	Iteration 65Q: 3 clusters Score -4107966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4107963.750000 Penalty: 5169.923828
	Iteration 66Q: 3 clusters Score -4107964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4107966.250000 Penalty: 5169.923828
	Iteration 67Q: 3 clusters Score -4107966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4107967.250000 Penalty: 5169.923828
	Iteration 68Q: 3 clusters Score -4107967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4107967.250000 Penalty: 5169.923828
	Iteration 69F: 3 clusters Score -4107967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Entering Unmasked Estep 
Score: -3833063.500000 Penalty: 2568.145020
	Iteration 0F: 2 clusters Score -3833064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -3811740.750000 Penalty: 5136.290039
	Iteration 0F: 3 clusters Score -3811741 nChanged 14191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -3819295.250000 Penalty: 5136.290039
	Iteration 1F: 3 clusters Score -3819295 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -3820105.500000 Penalty: 5136.290039
	Iteration 2F: 3 clusters Score -3820106 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -3821251.750000 Penalty: 5136.290039
	Iteration 3F: 3 clusters Score -3821252 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -3822971.250000 Penalty: 5136.290039
	Iteration 4F: 3 clusters Score -3822971 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -3825057.250000 Penalty: 5136.290039
	Iteration 5F: 3 clusters Score -3825057 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -3826778.250000 Penalty: 5136.290039
	Iteration 6F: 3 clusters Score -3826778 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -3827976.000000 Penalty: 5136.290039
	Iteration 7F: 3 clusters Score -3827976 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -3828769.750000 Penalty: 5136.290039
	Iteration 8Q: 3 clusters Score -3828770 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -3829329.500000 Penalty: 5136.290039
	Iteration 9Q: 3 clusters Score -3829330 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -3829743.750000 Penalty: 5136.290039
	Iteration 10Q: 3 clusters Score -3829744 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -3830091.500000 Penalty: 5136.290039
	Iteration 11Q: 3 clusters Score -3830092 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3830397.000000 Penalty: 5136.290039
	Iteration 12Q: 3 clusters Score -3830397 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -3830618.500000 Penalty: 5136.290039
	Iteration 13Q: 3 clusters Score -3830618 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -3830811.750000 Penalty: 5136.290039
	Iteration 14Q: 3 clusters Score -3830812 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -3830939.750000 Penalty: 5136.290039
	Iteration 15Q: 3 clusters Score -3830940 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -3831029.250000 Penalty: 5136.290039
	Iteration 16Q: 3 clusters Score -3831029 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -3831095.500000 Penalty: 5136.290039
	Iteration 17Q: 3 clusters Score -3831096 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -3831139.500000 Penalty: 5136.290039
	Iteration 18Q: 3 clusters Score -3831140 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -3831152.750000 Penalty: 5136.290039
	Iteration 19Q: 3 clusters Score -3831153 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -3831187.000000 Penalty: 5136.290039
	Iteration 20F: 3 clusters Score -3831187 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -3831186.750000 Penalty: 5136.290039
	Iteration 21Q: 3 clusters Score -3831187 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -3831198.750000 Penalty: 5136.290039
	Iteration 22Q: 3 clusters Score -3831199 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -3831216.750000 Penalty: 5136.290039
	Iteration 23Q: 3 clusters Score -3831217 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -3831232.750000 Penalty: 5136.290039
	Iteration 24Q: 3 clusters Score -3831233 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -3831252.750000 Penalty: 5136.290039
	Iteration 25Q: 3 clusters Score -3831253 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -3831257.750000 Penalty: 5136.290039
	Iteration 26Q: 3 clusters Score -3831258 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -3831269.000000 Penalty: 5136.290039
	Iteration 27Q: 3 clusters Score -3831269 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -3831296.000000 Penalty: 5136.290039
	Iteration 28Q: 3 clusters Score -3831296 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -3831302.000000 Penalty: 5136.290039
	Iteration 29Q: 3 clusters Score -3831302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -3831300.750000 Penalty: 5136.290039
	Iteration 30Q: 3 clusters Score -3831301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -3831304.500000 Penalty: 5136.290039
	Iteration 31Q: 3 clusters Score -3831304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -3831307.500000 Penalty: 5136.290039
	Iteration 32Q: 3 clusters Score -3831308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -3831321.750000 Penalty: 5136.290039
	Iteration 33Q: 3 clusters Score -3831322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -3831336.500000 Penalty: 5136.290039
	Iteration 34Q: 3 clusters Score -3831336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -3831331.500000 Penalty: 5136.290039
	Iteration 35Q: 3 clusters Score -3831332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -3831334.250000 Penalty: 5136.290039
	Iteration 36Q: 3 clusters Score -3831334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -3831335.250000 Penalty: 5136.290039
	Iteration 37Q: 3 clusters Score -3831335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -3831332.750000 Penalty: 5136.290039
	Iteration 38Q: 3 clusters Score -3831333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -3831336.750000 Penalty: 5136.290039
	Iteration 39Q: 3 clusters Score -3831337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -3831342.000000 Penalty: 5136.290039
	Iteration 40F: 3 clusters Score -3831342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -3831347.250000 Penalty: 5136.290039
	Iteration 41Q: 3 clusters Score -3831347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -3831348.250000 Penalty: 5136.290039
	Iteration 42Q: 3 clusters Score -3831348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -3831344.000000 Penalty: 5136.290039
	Iteration 43Q: 3 clusters Score -3831344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -3831345.250000 Penalty: 5136.290039
	Iteration 44Q: 3 clusters Score -3831345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -3831353.000000 Penalty: 5136.290039
	Iteration 45Q: 3 clusters Score -3831353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -3831352.750000 Penalty: 5136.290039
	Iteration 46Q: 3 clusters Score -3831353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -3831357.500000 Penalty: 5136.290039
	Iteration 47Q: 3 clusters Score -3831358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -3831353.250000 Penalty: 5136.290039
	Iteration 48Q: 3 clusters Score -3831353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -3831355.750000 Penalty: 5136.290039
	Iteration 49Q: 3 clusters Score -3831356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -3831354.250000 Penalty: 5136.290039
	Iteration 50Q: 3 clusters Score -3831354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -3831352.000000 Penalty: 5136.290039
	Iteration 51Q: 3 clusters Score -3831352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -3831354.000000 Penalty: 5136.290039
	Iteration 52Q: 3 clusters Score -3831354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -3831354.750000 Penalty: 5136.290039
	Iteration 53Q: 3 clusters Score -3831355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -3831354.750000 Penalty: 5136.290039
	Iteration 54F: 3 clusters Score -3831355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (69906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69906 members 
Entering Unmasked Estep 
Score: -8567587.000000 Penalty: 2766.416992
	Iteration 0F: 2 clusters Score -8567587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -8520790.000000 Penalty: 5532.833984
	Iteration 0F: 3 clusters Score -8520790 nChanged 32507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -8539338.000000 Penalty: 5532.833984
	Iteration 1F: 3 clusters Score -8539338 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -8540329.000000 Penalty: 5532.833984
	Iteration 2Q: 3 clusters Score -8540329 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -8541506.000000 Penalty: 5532.833984
	Iteration 3Q: 3 clusters Score -8541506 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -8543027.000000 Penalty: 5532.833984
	Iteration 4Q: 3 clusters Score -8543027 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -8544943.000000 Penalty: 5532.833984
	Iteration 5F: 3 clusters Score -8544943 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -8547178.000000 Penalty: 5532.833984
	Iteration 6F: 3 clusters Score -8547178 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -8549367.000000 Penalty: 5532.833984
	Iteration 7F: 3 clusters Score -8549367 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -8551230.000000 Penalty: 5532.833984
	Iteration 8F: 3 clusters Score -8551230 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -8552767.000000 Penalty: 5532.833984
	Iteration 9Q: 3 clusters Score -8552767 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -8554179.000000 Penalty: 5532.833984
	Iteration 10Q: 3 clusters Score -8554179 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -8555468.000000 Penalty: 5532.833984
	Iteration 11Q: 3 clusters Score -8555468 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -8556688.000000 Penalty: 5532.833984
	Iteration 12Q: 3 clusters Score -8556688 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -8557942.000000 Penalty: 5532.833984
	Iteration 13Q: 3 clusters Score -8557942 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -8559231.000000 Penalty: 5532.833984
	Iteration 14Q: 3 clusters Score -8559231 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -8560507.000000 Penalty: 5532.833984
	Iteration 15Q: 3 clusters Score -8560507 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60503 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -8561572.000000 Penalty: 5532.833984
	Iteration 16Q: 3 clusters Score -8561572 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62435 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -8562556.000000 Penalty: 5532.833984
	Iteration 17Q: 3 clusters Score -8562556 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63966 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -8563258.000000 Penalty: 5532.833984
	Iteration 18Q: 3 clusters Score -8563258 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -8563803.000000 Penalty: 5532.833984
	Iteration 19Q: 3 clusters Score -8563803 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66070 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -8564237.000000 Penalty: 5532.833984
	Iteration 20F: 3 clusters Score -8564237 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66724 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -8564569.000000 Penalty: 5532.833984
	Iteration 21Q: 3 clusters Score -8564569 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67218 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -8564815.000000 Penalty: 5532.833984
	Iteration 22Q: 3 clusters Score -8564815 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67546 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -8564965.000000 Penalty: 5532.833984
	Iteration 23Q: 3 clusters Score -8564965 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67786 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -8565074.000000 Penalty: 5532.833984
	Iteration 24Q: 3 clusters Score -8565074 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67960 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -8565155.000000 Penalty: 5532.833984
	Iteration 25Q: 3 clusters Score -8565155 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68102 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -8565209.000000 Penalty: 5532.833984
	Iteration 26Q: 3 clusters Score -8565209 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68196 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -8565247.000000 Penalty: 5532.833984
	Iteration 27Q: 3 clusters Score -8565247 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68269 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -8565291.000000 Penalty: 5532.833984
	Iteration 28Q: 3 clusters Score -8565291 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68345 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -8565315.000000 Penalty: 5532.833984
	Iteration 29Q: 3 clusters Score -8565315 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68409 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8565360.000000 Penalty: 5532.833984
	Iteration 30Q: 3 clusters Score -8565360 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68452 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -8565374.000000 Penalty: 5532.833984
	Iteration 31Q: 3 clusters Score -8565374 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68491 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -8565389.000000 Penalty: 5532.833984
	Iteration 32Q: 3 clusters Score -8565389 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68521 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8565413.000000 Penalty: 5532.833984
	Iteration 33Q: 3 clusters Score -8565413 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68533 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -8565416.000000 Penalty: 5532.833984
	Iteration 34Q: 3 clusters Score -8565416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68547 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -8565426.000000 Penalty: 5532.833984
	Iteration 35Q: 3 clusters Score -8565426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68559 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -8565428.000000 Penalty: 5532.833984
	Iteration 36Q: 3 clusters Score -8565428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68570 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8565429.000000 Penalty: 5532.833984
	Iteration 37Q: 3 clusters Score -8565429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68577 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -8565423.000000 Penalty: 5532.833984
	Iteration 38Q: 3 clusters Score -8565423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68584 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8565436.000000 Penalty: 5532.833984
	Iteration 39Q: 3 clusters Score -8565436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68592 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -8565437.000000 Penalty: 5532.833984
	Iteration 40F: 3 clusters Score -8565437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -8565447.000000 Penalty: 5532.833984
	Iteration 41Q: 3 clusters Score -8565447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68614 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -8565447.000000 Penalty: 5532.833984
	Iteration 42Q: 3 clusters Score -8565447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68623 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8565446.000000 Penalty: 5532.833984
	Iteration 43Q: 3 clusters Score -8565446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68633 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -8565443.000000 Penalty: 5532.833984
	Iteration 44Q: 3 clusters Score -8565443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68644 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -8565457.000000 Penalty: 5532.833984
	Iteration 45Q: 3 clusters Score -8565457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68652 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -8565454.000000 Penalty: 5532.833984
	Iteration 46Q: 3 clusters Score -8565454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68661 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -8565466.000000 Penalty: 5532.833984
	Iteration 47Q: 3 clusters Score -8565466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68667 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8565472.000000 Penalty: 5532.833984
	Iteration 48Q: 3 clusters Score -8565472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68673 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -8565462.000000 Penalty: 5532.833984
	Iteration 49Q: 3 clusters Score -8565462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68676 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -8565460.000000 Penalty: 5532.833984
	Iteration 50Q: 3 clusters Score -8565460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68675 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -8565465.000000 Penalty: 5532.833984
	Iteration 51Q: 3 clusters Score -8565465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68674 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8565465.000000 Penalty: 5532.833984
	Iteration 52Q: 3 clusters Score -8565465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68674 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8565465.000000 Penalty: 5532.833984
	Iteration 53F: 3 clusters Score -8565465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (262758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262758 members 
Entering Unmasked Estep 
Score: -32130988.000000 Penalty: 3094.789062
	Iteration 0F: 2 clusters Score -3.213099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131307 members 
Mstep: Class 2 contains 131451 members 
Entering Unmasked Estep 
Score: -31974770.000000 Penalty: 6189.578125
	Iteration 0F: 3 clusters Score -3.197477e+07 nChanged 127650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130489 members 
Mstep: Class 2 contains 132269 members 
Entering Unmasked Estep 
Score: -32050924.000000 Penalty: 6189.578125
	Iteration 1F: 3 clusters Score -3.205092e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130855 members 
Mstep: Class 2 contains 131903 members 
Entering Unmasked Estep 
Score: -32053186.000000 Penalty: 6189.578125
	Iteration 2Q: 3 clusters Score -3.205319e+07 nChanged 10328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131881 members 
Mstep: Class 2 contains 130877 members 
Entering Unmasked Estep 
Score: -32056992.000000 Penalty: 6189.578125
	Iteration 3Q: 3 clusters Score -3.205699e+07 nChanged 12898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133801 members 
Mstep: Class 2 contains 128957 members 
Entering Unmasked Estep 
Score: -32063040.000000 Penalty: 6189.578125
	Iteration 4Q: 3 clusters Score -3.206304e+07 nChanged 15612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136785 members 
Mstep: Class 2 contains 125973 members 
Entering Unmasked Estep 
Score: -32071280.000000 Penalty: 6189.578125
	Iteration 5F: 3 clusters Score -3.207128e+07 nChanged 17026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140099 members 
Mstep: Class 2 contains 122659 members 
Entering Unmasked Estep 
Score: -32080226.000000 Penalty: 6189.578125
	Iteration 6F: 3 clusters Score -3.208023e+07 nChanged 15932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142717 members 
Mstep: Class 2 contains 120041 members 
Entering Unmasked Estep 
Score: -32087356.000000 Penalty: 6189.578125
	Iteration 7F: 3 clusters Score -3.208736e+07 nChanged 13260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144363 members 
Mstep: Class 2 contains 118395 members 
Entering Unmasked Estep 
Score: -32091890.000000 Penalty: 6189.578125
	Iteration 8F: 3 clusters Score -3.209189e+07 nChanged 10413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145150 members 
Mstep: Class 2 contains 117608 members 
Entering Unmasked Estep 
Score: -32094950.000000 Penalty: 6189.578125
	Iteration 9Q: 3 clusters Score -3.209495e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145404 members 
Mstep: Class 2 contains 117354 members 
Entering Unmasked Estep 
Score: -32096566.000000 Penalty: 6189.578125
	Iteration 10Q: 3 clusters Score -3.209657e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145301 members 
Mstep: Class 2 contains 117457 members 
Entering Unmasked Estep 
Score: -32097648.000000 Penalty: 6189.578125
	Iteration 11Q: 3 clusters Score -3.209765e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144848 members 
Mstep: Class 2 contains 117910 members 
Entering Unmasked Estep 
Score: -32098270.000000 Penalty: 6189.578125
	Iteration 12Q: 3 clusters Score -3.209827e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144044 members 
Mstep: Class 2 contains 118714 members 
Entering Unmasked Estep 
Score: -32098644.000000 Penalty: 6189.578125
	Iteration 13Q: 3 clusters Score -3.209864e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142893 members 
Mstep: Class 2 contains 119865 members 
Entering Unmasked Estep 
Score: -32098988.000000 Penalty: 6189.578125
	Iteration 14Q: 3 clusters Score -3.209899e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141437 members 
Mstep: Class 2 contains 121321 members 
Entering Unmasked Estep 
Score: -32099246.000000 Penalty: 6189.578125
	Iteration 15Q: 3 clusters Score -3.209925e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139645 members 
Mstep: Class 2 contains 123113 members 
Entering Unmasked Estep 
Score: -32099386.000000 Penalty: 6189.578125
	Iteration 16Q: 3 clusters Score -3.209939e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137413 members 
Mstep: Class 2 contains 125345 members 
Entering Unmasked Estep 
Score: -32099684.000000 Penalty: 6189.578125
	Iteration 17Q: 3 clusters Score -3.209968e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134753 members 
Mstep: Class 2 contains 128005 members 
Entering Unmasked Estep 
Score: -32100108.000000 Penalty: 6189.578125
	Iteration 18Q: 3 clusters Score -3.210011e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131481 members 
Mstep: Class 2 contains 131277 members 
Entering Unmasked Estep 
Score: -32100618.000000 Penalty: 6189.578125
	Iteration 19Q: 3 clusters Score -3.210062e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127502 members 
Mstep: Class 2 contains 135256 members 
Entering Unmasked Estep 
Score: -32101336.000000 Penalty: 6189.578125
	Iteration 20F: 3 clusters Score -3.210134e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122627 members 
Mstep: Class 2 contains 140131 members 
Entering Unmasked Estep 
Score: -32102254.000000 Penalty: 6189.578125
	Iteration 21Q: 3 clusters Score -3.210225e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116656 members 
Mstep: Class 2 contains 146102 members 
Entering Unmasked Estep 
Score: -32103584.000000 Penalty: 6189.578125
	Iteration 22Q: 3 clusters Score -3.210358e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109814 members 
Mstep: Class 2 contains 152944 members 
Entering Unmasked Estep 
Score: -32105720.000000 Penalty: 6189.578125
	Iteration 23Q: 3 clusters Score -3.210572e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101944 members 
Mstep: Class 2 contains 160814 members 
Entering Unmasked Estep 
Score: -32108012.000000 Penalty: 6189.578125
	Iteration 24Q: 3 clusters Score -3.210801e+07 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93152 members 
Mstep: Class 2 contains 169606 members 
Entering Unmasked Estep 
Score: -32110740.000000 Penalty: 6189.578125
	Iteration 25Q: 3 clusters Score -3.211074e+07 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83494 members 
Mstep: Class 2 contains 179264 members 
Entering Unmasked Estep 
Score: -32114304.000000 Penalty: 6189.578125
	Iteration 26Q: 3 clusters Score -3.21143e+07 nChanged 10070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73424 members 
Mstep: Class 2 contains 189334 members 
Entering Unmasked Estep 
Score: -32117758.000000 Penalty: 6189.578125
	Iteration 27Q: 3 clusters Score -3.211776e+07 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63528 members 
Mstep: Class 2 contains 199230 members 
Entering Unmasked Estep 
Score: -32121178.000000 Penalty: 6189.578125
	Iteration 28Q: 3 clusters Score -3.212118e+07 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54075 members 
Mstep: Class 2 contains 208683 members 
Entering Unmasked Estep 
Score: -32124210.000000 Penalty: 6189.578125
	Iteration 29Q: 3 clusters Score -3.212421e+07 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 217086 members 
Entering Unmasked Estep 
Score: -32126304.000000 Penalty: 6189.578125
	Iteration 30Q: 3 clusters Score -3.21263e+07 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 224144 members 
Entering Unmasked Estep 
Score: -32127768.000000 Penalty: 6189.578125
	Iteration 31Q: 3 clusters Score -3.212777e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 229843 members 
Entering Unmasked Estep 
Score: -32128800.000000 Penalty: 6189.578125
	Iteration 32Q: 3 clusters Score -3.21288e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 234440 members 
Entering Unmasked Estep 
Score: -32129618.000000 Penalty: 6189.578125
	Iteration 33Q: 3 clusters Score -3.212962e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 238101 members 
Entering Unmasked Estep 
Score: -32130006.000000 Penalty: 6189.578125
	Iteration 34Q: 3 clusters Score -3.213001e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 241007 members 
Entering Unmasked Estep 
Score: -32130388.000000 Penalty: 6189.578125
	Iteration 35Q: 3 clusters Score -3.213039e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 243374 members 
Entering Unmasked Estep 
Score: -32130766.000000 Penalty: 6189.578125
	Iteration 36Q: 3 clusters Score -3.213077e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 245226 members 
Entering Unmasked Estep 
Score: -32130942.000000 Penalty: 6189.578125
	Iteration 37Q: 3 clusters Score -3.213094e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 246652 members 
Entering Unmasked Estep 
Score: -32131016.000000 Penalty: 6189.578125
	Iteration 38Q: 3 clusters Score -3.213102e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 247767 members 
Entering Unmasked Estep 
Score: -32131224.000000 Penalty: 6189.578125
	Iteration 39Q: 3 clusters Score -3.213122e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 248705 members 
Entering Unmasked Estep 
Score: -32131392.000000 Penalty: 6189.578125
	Iteration 40F: 3 clusters Score -3.213139e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 249506 members 
Entering Unmasked Estep 
Score: -32131368.000000 Penalty: 6189.578125
	Iteration 41Q: 3 clusters Score -3.213137e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 250153 members 
Entering Unmasked Estep 
Score: -32131544.000000 Penalty: 6189.578125
	Iteration 42Q: 3 clusters Score -3.213154e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 250734 members 
Entering Unmasked Estep 
Score: -32131564.000000 Penalty: 6189.578125
	Iteration 43Q: 3 clusters Score -3.213156e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 251175 members 
Entering Unmasked Estep 
Score: -32131616.000000 Penalty: 6189.578125
	Iteration 44Q: 3 clusters Score -3.213162e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 251589 members 
Entering Unmasked Estep 
Score: -32131698.000000 Penalty: 6189.578125
	Iteration 45Q: 3 clusters Score -3.21317e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 251942 members 
Entering Unmasked Estep 
Score: -32131630.000000 Penalty: 6189.578125
	Iteration 46Q: 3 clusters Score -3.213163e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 252220 members 
Entering Unmasked Estep 
Score: -32131652.000000 Penalty: 6189.578125
	Iteration 47Q: 3 clusters Score -3.213165e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 252423 members 
Entering Unmasked Estep 
Score: -32131716.000000 Penalty: 6189.578125
	Iteration 48Q: 3 clusters Score -3.213172e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 252572 members 
Entering Unmasked Estep 
Score: -32131734.000000 Penalty: 6189.578125
	Iteration 49Q: 3 clusters Score -3.213173e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 252702 members 
Entering Unmasked Estep 
Score: -32131708.000000 Penalty: 6189.578125
	Iteration 50Q: 3 clusters Score -3.213171e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 252811 members 
Entering Unmasked Estep 
Score: -32131706.000000 Penalty: 6189.578125
	Iteration 51Q: 3 clusters Score -3.213171e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 252901 members 
Entering Unmasked Estep 
Score: -32131708.000000 Penalty: 6189.578125
	Iteration 52Q: 3 clusters Score -3.213171e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 252966 members 
Entering Unmasked Estep 
Score: -32131772.000000 Penalty: 6189.578125
	Iteration 53Q: 3 clusters Score -3.213177e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 253016 members 
Entering Unmasked Estep 
Score: -32131736.000000 Penalty: 6189.578125
	Iteration 54Q: 3 clusters Score -3.213174e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 253062 members 
Entering Unmasked Estep 
Score: -32131730.000000 Penalty: 6189.578125
	Iteration 55Q: 3 clusters Score -3.213173e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 253099 members 
Entering Unmasked Estep 
Score: -32131748.000000 Penalty: 6189.578125
	Iteration 56Q: 3 clusters Score -3.213175e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 253118 members 
Entering Unmasked Estep 
Score: -32131758.000000 Penalty: 6189.578125
	Iteration 57Q: 3 clusters Score -3.213176e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 253133 members 
Entering Unmasked Estep 
Score: -32131748.000000 Penalty: 6189.578125
	Iteration 58Q: 3 clusters Score -3.213175e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 253147 members 
Entering Unmasked Estep 
Score: -32131730.000000 Penalty: 6189.578125
	Iteration 59Q: 3 clusters Score -3.213173e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 253155 members 
Entering Unmasked Estep 
Score: -32131740.000000 Penalty: 6189.578125
	Iteration 60F: 3 clusters Score -3.213174e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 253156 members 
Entering Unmasked Estep 
Score: -32131730.000000 Penalty: 6189.578125
	Iteration 61Q: 3 clusters Score -3.213173e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 253164 members 
Entering Unmasked Estep 
Score: -32131736.000000 Penalty: 6189.578125
	Iteration 62Q: 3 clusters Score -3.213174e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 253168 members 
Entering Unmasked Estep 
Score: -32131754.000000 Penalty: 6189.578125
	Iteration 63Q: 3 clusters Score -3.213175e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 253176 members 
Entering Unmasked Estep 
Score: -32131764.000000 Penalty: 6189.578125
	Iteration 64Q: 3 clusters Score -3.213176e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 253180 members 
Entering Unmasked Estep 
Score: -32131766.000000 Penalty: 6189.578125
	Iteration 65Q: 3 clusters Score -3.213177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 253183 members 
Entering Unmasked Estep 
Score: -32131770.000000 Penalty: 6189.578125
	Iteration 66Q: 3 clusters Score -3.213177e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 253186 members 
Entering Unmasked Estep 
Score: -32131750.000000 Penalty: 6189.578125
	Iteration 67Q: 3 clusters Score -3.213175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 253187 members 
Entering Unmasked Estep 
Score: -32131766.000000 Penalty: 6189.578125
	Iteration 68Q: 3 clusters Score -3.213177e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 253188 members 
Entering Unmasked Estep 
Score: -32131756.000000 Penalty: 6189.578125
	Iteration 69Q: 3 clusters Score -3.213176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 253188 members 
Entering Unmasked Estep 
Score: -32131742.000000 Penalty: 6189.578125
	Iteration 70Q: 3 clusters Score -3.213174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 253191 members 
Entering Unmasked Estep 
Score: -32131736.000000 Penalty: 6189.578125
	Iteration 71Q: 3 clusters Score -3.213174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 253194 members 
Entering Unmasked Estep 
Score: -32131728.000000 Penalty: 6189.578125
	Iteration 72Q: 3 clusters Score -3.213173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 253195 members 
Entering Unmasked Estep 
Score: -32131722.000000 Penalty: 6189.578125
	Iteration 73Q: 3 clusters Score -3.213172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 253201 members 
Entering Unmasked Estep 
Score: -32131720.000000 Penalty: 6189.578125
	Iteration 74Q: 3 clusters Score -3.213172e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 253213 members 
Entering Unmasked Estep 
Score: -32131734.000000 Penalty: 6189.578125
	Iteration 75Q: 3 clusters Score -3.213173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 253215 members 
Entering Unmasked Estep 
Score: -32131724.000000 Penalty: 6189.578125
	Iteration 76Q: 3 clusters Score -3.213172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 253219 members 
Entering Unmasked Estep 
Score: -32131744.000000 Penalty: 6189.578125
	Iteration 77Q: 3 clusters Score -3.213174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 253221 members 
Entering Unmasked Estep 
Score: -32131748.000000 Penalty: 6189.578125
	Iteration 78Q: 3 clusters Score -3.213175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 253222 members 
Entering Unmasked Estep 
Score: -32131754.000000 Penalty: 6189.578125
	Iteration 79Q: 3 clusters Score -3.213175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 253227 members 
Entering Unmasked Estep 
Score: -32131754.000000 Penalty: 6189.578125
	Iteration 80F: 3 clusters Score -3.213175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 253227 members 
Entering Unmasked Estep 
Score: -32131740.000000 Penalty: 6189.578125
	Iteration 81Q: 3 clusters Score -3.213174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 253231 members 
Entering Unmasked Estep 
Score: -32131742.000000 Penalty: 6189.578125
	Iteration 82Q: 3 clusters Score -3.213174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 253235 members 
Entering Unmasked Estep 
Score: -32131746.000000 Penalty: 6189.578125
	Iteration 83Q: 3 clusters Score -3.213175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 253235 members 
Entering Unmasked Estep 
Score: -32131750.000000 Penalty: 6189.578125
	Iteration 84Q: 3 clusters Score -3.213175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 253233 members 
Entering Unmasked Estep 
Score: -32131720.000000 Penalty: 6189.578125
	Iteration 85Q: 3 clusters Score -3.213172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 253234 members 
Entering Unmasked Estep 
Score: -32131710.000000 Penalty: 6189.578125
	Iteration 86Q: 3 clusters Score -3.213171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 253235 members 
Entering Unmasked Estep 
Score: -32131718.000000 Penalty: 6189.578125
	Iteration 87Q: 3 clusters Score -3.213172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 253242 members 
Entering Unmasked Estep 
Score: -32131724.000000 Penalty: 6189.578125
	Iteration 88Q: 3 clusters Score -3.213172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 253245 members 
Entering Unmasked Estep 
Score: -32131742.000000 Penalty: 6189.578125
	Iteration 89Q: 3 clusters Score -3.213174e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 253250 members 
Entering Unmasked Estep 
Score: -32131742.000000 Penalty: 6189.578125
	Iteration 90Q: 3 clusters Score -3.213174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 253254 members 
Entering Unmasked Estep 
Score: -32131732.000000 Penalty: 6189.578125
	Iteration 91Q: 3 clusters Score -3.213173e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 253253 members 
Entering Unmasked Estep 
Score: -32131742.000000 Penalty: 6189.578125
	Iteration 92Q: 3 clusters Score -3.213174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 253253 members 
Entering Unmasked Estep 
Score: -32131750.000000 Penalty: 6189.578125
	Iteration 93Q: 3 clusters Score -3.213175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 253256 members 
Entering Unmasked Estep 
Score: -32131762.000000 Penalty: 6189.578125
	Iteration 94Q: 3 clusters Score -3.213176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 253260 members 
Entering Unmasked Estep 
Score: -32131748.000000 Penalty: 6189.578125
	Iteration 95Q: 3 clusters Score -3.213175e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 253260 members 
Entering Unmasked Estep 
Score: -32131756.000000 Penalty: 6189.578125
	Iteration 96Q: 3 clusters Score -3.213176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 253262 members 
Entering Unmasked Estep 
Score: -32131756.000000 Penalty: 6189.578125
	Iteration 97Q: 3 clusters Score -3.213176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 253259 members 
Entering Unmasked Estep 
Score: -32131752.000000 Penalty: 6189.578125
	Iteration 98Q: 3 clusters Score -3.213175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 253256 members 
Entering Unmasked Estep 
Score: -32131742.000000 Penalty: 6189.578125
	Iteration 99Q: 3 clusters Score -3.213174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 253255 members 
Entering Unmasked Estep 
Score: -32131742.000000 Penalty: 6189.578125
	Iteration 100F: 3 clusters Score -3.213174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 253251 members 
Entering Unmasked Estep 
Score: -32131722.000000 Penalty: 6189.578125
	Iteration 101Q: 3 clusters Score -3.213172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 253249 members 
Entering Unmasked Estep 
Score: -32131720.000000 Penalty: 6189.578125
	Iteration 102Q: 3 clusters Score -3.213172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 253248 members 
Entering Unmasked Estep 
Score: -32131722.000000 Penalty: 6189.578125
	Iteration 103Q: 3 clusters Score -3.213172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 253248 members 
Entering Unmasked Estep 
Score: -32131722.000000 Penalty: 6189.578125
	Iteration 104Q: 3 clusters Score -3.213172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 253251 members 
Entering Unmasked Estep 
Score: -32131732.000000 Penalty: 6189.578125
	Iteration 105Q: 3 clusters Score -3.213173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 253252 members 
Entering Unmasked Estep 
Score: -32131740.000000 Penalty: 6189.578125
	Iteration 106Q: 3 clusters Score -3.213174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 253253 members 
Entering Unmasked Estep 
Score: -32131734.000000 Penalty: 6189.578125
	Iteration 107Q: 3 clusters Score -3.213173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 253252 members 
Entering Unmasked Estep 
Score: -32131736.000000 Penalty: 6189.578125
	Iteration 108Q: 3 clusters Score -3.213174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 253252 members 
Entering Unmasked Estep 
Score: -32131736.000000 Penalty: 6189.578125
	Iteration 109F: 3 clusters Score -3.213174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6333 members 
Mstep: Class 3 contains 7883 members 
Mstep: Class 4 contains 23143 members 
Mstep: Class 5 contains 13231 members 
Mstep: Class 6 contains 38236 members 
Mstep: Class 7 contains 150298 members 
Mstep: Class 8 contains 27312 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15942 members 
Mstep: Class 11 contains 13476 members 
Mstep: Class 12 contains 33632 members 
Mstep: Class 13 contains 31427 members 
Mstep: Class 14 contains 69906 members 
Mstep: Class 15 contains 9506 members 
Mstep: Class 16 contains 130678 members 
Mstep: Class 17 contains 54070 members 
Mstep: Class 18 contains 230045 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 55577 members 
Mstep: Class 21 contains 108116 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7797 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26809 members 
Mstep: Class 26 contains 11394 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 253252 members 
Entering Unmasked Estep 
Score: -158462144.000000 Penalty: 104923.953125
Splitting cluster 15 changes total score from -158461728.000000 to -158462144.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (130678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130678 members 
Entering Unmasked Estep 
Score: -15955681.000000 Penalty: 2921.562012
	Iteration 0F: 2 clusters Score -1.595568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65440 members 
Mstep: Class 2 contains 65238 members 
Entering Unmasked Estep 
Score: -15868176.000000 Penalty: 5843.124023
	Iteration 0F: 3 clusters Score -1.586818e+07 nChanged 62145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68007 members 
Mstep: Class 2 contains 62671 members 
Entering Unmasked Estep 
Score: -15904708.000000 Penalty: 5843.124023
	Iteration 1F: 3 clusters Score -1.590471e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69818 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -15906194.000000 Penalty: 5843.124023
	Iteration 2Q: 3 clusters Score -1.590619e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72792 members 
Mstep: Class 2 contains 57886 members 
Entering Unmasked Estep 
Score: -15908572.000000 Penalty: 5843.124023
	Iteration 3Q: 3 clusters Score -1.590857e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77219 members 
Mstep: Class 2 contains 53459 members 
Entering Unmasked Estep 
Score: -15912208.000000 Penalty: 5843.124023
	Iteration 4F: 3 clusters Score -1.591221e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83174 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -15917304.000000 Penalty: 5843.124023
	Iteration 5F: 3 clusters Score -1.59173e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90226 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -15923464.000000 Penalty: 5843.124023
	Iteration 6F: 3 clusters Score -1.592346e+07 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97723 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -15929368.000000 Penalty: 5843.124023
	Iteration 7F: 3 clusters Score -1.592937e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104669 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -15934324.000000 Penalty: 5843.124023
	Iteration 8F: 3 clusters Score -1.593432e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110881 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -15938689.000000 Penalty: 5843.124023
	Iteration 9Q: 3 clusters Score -1.593869e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116420 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -15942770.000000 Penalty: 5843.124023
	Iteration 10Q: 3 clusters Score -1.594277e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121078 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -15946262.000000 Penalty: 5843.124023
	Iteration 11Q: 3 clusters Score -1.594626e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124561 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -15948866.000000 Penalty: 5843.124023
	Iteration 12Q: 3 clusters Score -1.594887e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126971 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -15950762.000000 Penalty: 5843.124023
	Iteration 13Q: 3 clusters Score -1.595076e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128382 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -15951940.000000 Penalty: 5843.124023
	Iteration 14Q: 3 clusters Score -1.595194e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129163 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -15952459.000000 Penalty: 5843.124023
	Iteration 15Q: 3 clusters Score -1.595246e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129557 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -15952742.000000 Penalty: 5843.124023
	Iteration 16Q: 3 clusters Score -1.595274e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129777 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -15952917.000000 Penalty: 5843.124023
	Iteration 17Q: 3 clusters Score -1.595292e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129889 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -15953022.000000 Penalty: 5843.124023
	Iteration 18Q: 3 clusters Score -1.595302e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129940 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -15953058.000000 Penalty: 5843.124023
	Iteration 19Q: 3 clusters Score -1.595306e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129969 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -15953093.000000 Penalty: 5843.124023
	Iteration 20F: 3 clusters Score -1.595309e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129985 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -15953126.000000 Penalty: 5843.124023
	Iteration 21Q: 3 clusters Score -1.595313e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130006 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -15953171.000000 Penalty: 5843.124023
	Iteration 22Q: 3 clusters Score -1.595317e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130017 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -15953167.000000 Penalty: 5843.124023
	Iteration 23Q: 3 clusters Score -1.595317e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130026 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -15953184.000000 Penalty: 5843.124023
	Iteration 24Q: 3 clusters Score -1.595318e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130032 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -15953209.000000 Penalty: 5843.124023
	Iteration 25Q: 3 clusters Score -1.595321e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130036 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -15953228.000000 Penalty: 5843.124023
	Iteration 26Q: 3 clusters Score -1.595323e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130039 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -15953241.000000 Penalty: 5843.124023
	Iteration 27Q: 3 clusters Score -1.595324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130047 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -15953260.000000 Penalty: 5843.124023
	Iteration 28Q: 3 clusters Score -1.595326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130051 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -15953274.000000 Penalty: 5843.124023
	Iteration 29Q: 3 clusters Score -1.595327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130050 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -15953276.000000 Penalty: 5843.124023
	Iteration 30Q: 3 clusters Score -1.595328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130054 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -15953279.000000 Penalty: 5843.124023
	Iteration 31Q: 3 clusters Score -1.595328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130054 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -15953280.000000 Penalty: 5843.124023
	Iteration 32Q: 3 clusters Score -1.595328e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130056 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -15953281.000000 Penalty: 5843.124023
	Iteration 33Q: 3 clusters Score -1.595328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130059 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -15953285.000000 Penalty: 5843.124023
	Iteration 34Q: 3 clusters Score -1.595328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130058 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -15953295.000000 Penalty: 5843.124023
	Iteration 35Q: 3 clusters Score -1.59533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130058 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -15953305.000000 Penalty: 5843.124023
	Iteration 36Q: 3 clusters Score -1.59533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130060 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -15953302.000000 Penalty: 5843.124023
	Iteration 37Q: 3 clusters Score -1.59533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130059 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -15953294.000000 Penalty: 5843.124023
	Iteration 38Q: 3 clusters Score -1.595329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130059 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -15953294.000000 Penalty: 5843.124023
	Iteration 39F: 3 clusters Score -1.595329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Entering Unmasked Estep 
Score: -6172328.000000 Penalty: 2702.712646
	Iteration 0F: 2 clusters Score -6172328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -6135846.000000 Penalty: 5405.425293
	Iteration 0F: 3 clusters Score -6135846 nChanged 25061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -6150295.500000 Penalty: 5405.425293
	Iteration 1F: 3 clusters Score -6150296 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -6151162.500000 Penalty: 5405.425293
	Iteration 2Q: 3 clusters Score -6151162 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -6152310.000000 Penalty: 5405.425293
	Iteration 3Q: 3 clusters Score -6152310 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -6153728.500000 Penalty: 5405.425293
	Iteration 4F: 3 clusters Score -6153728 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -6155353.000000 Penalty: 5405.425293
	Iteration 5F: 3 clusters Score -6155353 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -6157087.500000 Penalty: 5405.425293
	Iteration 6F: 3 clusters Score -6157088 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -6158813.500000 Penalty: 5405.425293
	Iteration 7F: 3 clusters Score -6158814 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -6160483.500000 Penalty: 5405.425293
	Iteration 8F: 3 clusters Score -6160484 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -6162119.000000 Penalty: 5405.425293
	Iteration 9Q: 3 clusters Score -6162119 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -6163543.000000 Penalty: 5405.425293
	Iteration 10Q: 3 clusters Score -6163543 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -6164900.000000 Penalty: 5405.425293
	Iteration 11Q: 3 clusters Score -6164900 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -6166004.500000 Penalty: 5405.425293
	Iteration 12Q: 3 clusters Score -6166004 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -6166927.500000 Penalty: 5405.425293
	Iteration 13Q: 3 clusters Score -6166928 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -6167625.500000 Penalty: 5405.425293
	Iteration 14Q: 3 clusters Score -6167626 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -6168160.000000 Penalty: 5405.425293
	Iteration 15Q: 3 clusters Score -6168160 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -6168497.000000 Penalty: 5405.425293
	Iteration 16Q: 3 clusters Score -6168497 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -6168755.000000 Penalty: 5405.425293
	Iteration 17Q: 3 clusters Score -6168755 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -6168994.000000 Penalty: 5405.425293
	Iteration 18Q: 3 clusters Score -6168994 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -6169195.000000 Penalty: 5405.425293
	Iteration 19Q: 3 clusters Score -6169195 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -6169399.000000 Penalty: 5405.425293
	Iteration 20F: 3 clusters Score -6169399 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -6169544.500000 Penalty: 5405.425293
	Iteration 21Q: 3 clusters Score -6169544 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -6169667.500000 Penalty: 5405.425293
	Iteration 22Q: 3 clusters Score -6169668 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -6169791.000000 Penalty: 5405.425293
	Iteration 23Q: 3 clusters Score -6169791 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -6169868.500000 Penalty: 5405.425293
	Iteration 24Q: 3 clusters Score -6169868 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -6169980.500000 Penalty: 5405.425293
	Iteration 25Q: 3 clusters Score -6169980 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -6170071.000000 Penalty: 5405.425293
	Iteration 26Q: 3 clusters Score -6170071 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -6170137.000000 Penalty: 5405.425293
	Iteration 27Q: 3 clusters Score -6170137 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -6170196.000000 Penalty: 5405.425293
	Iteration 28Q: 3 clusters Score -6170196 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -6170244.000000 Penalty: 5405.425293
	Iteration 29Q: 3 clusters Score -6170244 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6170279.500000 Penalty: 5405.425293
	Iteration 30Q: 3 clusters Score -6170280 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52260 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -6170310.500000 Penalty: 5405.425293
	Iteration 31Q: 3 clusters Score -6170310 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -6170349.000000 Penalty: 5405.425293
	Iteration 32Q: 3 clusters Score -6170349 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6170363.000000 Penalty: 5405.425293
	Iteration 33Q: 3 clusters Score -6170363 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6170391.000000 Penalty: 5405.425293
	Iteration 34Q: 3 clusters Score -6170391 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6170403.000000 Penalty: 5405.425293
	Iteration 35Q: 3 clusters Score -6170403 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -6170403.000000 Penalty: 5405.425293
	Iteration 36Q: 3 clusters Score -6170403 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6170417.000000 Penalty: 5405.425293
	Iteration 37Q: 3 clusters Score -6170417 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52574 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6170431.000000 Penalty: 5405.425293
	Iteration 38Q: 3 clusters Score -6170431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6170443.000000 Penalty: 5405.425293
	Iteration 39Q: 3 clusters Score -6170443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -6170448.000000 Penalty: 5405.425293
	Iteration 40F: 3 clusters Score -6170448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52633 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6170451.500000 Penalty: 5405.425293
	Iteration 41Q: 3 clusters Score -6170452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52644 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -6170447.000000 Penalty: 5405.425293
	Iteration 42Q: 3 clusters Score -6170447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6170451.000000 Penalty: 5405.425293
	Iteration 43Q: 3 clusters Score -6170451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6170454.000000 Penalty: 5405.425293
	Iteration 44Q: 3 clusters Score -6170454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52681 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6170451.500000 Penalty: 5405.425293
	Iteration 45Q: 3 clusters Score -6170452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6170462.500000 Penalty: 5405.425293
	Iteration 46Q: 3 clusters Score -6170462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -6170460.500000 Penalty: 5405.425293
	Iteration 47Q: 3 clusters Score -6170460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52702 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6170459.000000 Penalty: 5405.425293
	Iteration 48Q: 3 clusters Score -6170459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52706 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6170465.500000 Penalty: 5405.425293
	Iteration 49Q: 3 clusters Score -6170466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -6170459.000000 Penalty: 5405.425293
	Iteration 50Q: 3 clusters Score -6170459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6170458.500000 Penalty: 5405.425293
	Iteration 51Q: 3 clusters Score -6170458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -6170464.500000 Penalty: 5405.425293
	Iteration 52Q: 3 clusters Score -6170464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52727 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -6170471.500000 Penalty: 5405.425293
	Iteration 53Q: 3 clusters Score -6170472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6170477.500000 Penalty: 5405.425293
	Iteration 54Q: 3 clusters Score -6170478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6170489.000000 Penalty: 5405.425293
	Iteration 55Q: 3 clusters Score -6170489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52739 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6170490.000000 Penalty: 5405.425293
	Iteration 56Q: 3 clusters Score -6170490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -6170484.500000 Penalty: 5405.425293
	Iteration 57Q: 3 clusters Score -6170484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6170483.000000 Penalty: 5405.425293
	Iteration 58Q: 3 clusters Score -6170483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6170486.500000 Penalty: 5405.425293
	Iteration 59Q: 3 clusters Score -6170486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6170486.500000 Penalty: 5405.425293
	Iteration 60F: 3 clusters Score -6170486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52747 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -6170489.000000 Penalty: 5405.425293
	Iteration 61Q: 3 clusters Score -6170489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6170487.000000 Penalty: 5405.425293
	Iteration 62Q: 3 clusters Score -6170487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6170486.500000 Penalty: 5405.425293
	Iteration 63Q: 3 clusters Score -6170486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -6170486.000000 Penalty: 5405.425293
	Iteration 64Q: 3 clusters Score -6170486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -6170485.000000 Penalty: 5405.425293
	Iteration 65Q: 3 clusters Score -6170485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -6170487.000000 Penalty: 5405.425293
	Iteration 66Q: 3 clusters Score -6170487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -6170483.000000 Penalty: 5405.425293
	Iteration 67Q: 3 clusters Score -6170483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52754 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -6170485.000000 Penalty: 5405.425293
	Iteration 68Q: 3 clusters Score -6170485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52754 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -6170485.000000 Penalty: 5405.425293
	Iteration 69F: 3 clusters Score -6170485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (230045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230045 members 
Entering Unmasked Estep 
Score: -28085238.000000 Penalty: 3061.815430
	Iteration 0F: 2 clusters Score -2.808524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115207 members 
Mstep: Class 2 contains 114838 members 
Entering Unmasked Estep 
Score: -27934284.000000 Penalty: 6123.630859
	Iteration 0F: 3 clusters Score -2.793428e+07 nChanged 110961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119104 members 
Mstep: Class 2 contains 110941 members 
Entering Unmasked Estep 
Score: -28000760.000000 Penalty: 6123.630859
	Iteration 1F: 3 clusters Score -2.800076e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121960 members 
Mstep: Class 2 contains 108085 members 
Entering Unmasked Estep 
Score: -28002448.000000 Penalty: 6123.630859
	Iteration 2Q: 3 clusters Score -2.800245e+07 nChanged 8532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126632 members 
Mstep: Class 2 contains 103413 members 
Entering Unmasked Estep 
Score: -28004836.000000 Penalty: 6123.630859
	Iteration 3Q: 3 clusters Score -2.800484e+07 nChanged 10464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133650 members 
Mstep: Class 2 contains 96395 members 
Entering Unmasked Estep 
Score: -28008896.000000 Penalty: 6123.630859
	Iteration 4Q: 3 clusters Score -2.80089e+07 nChanged 13021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143707 members 
Mstep: Class 2 contains 86338 members 
Entering Unmasked Estep 
Score: -28015458.000000 Penalty: 6123.630859
	Iteration 5F: 3 clusters Score -2.801546e+07 nChanged 15360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156891 members 
Mstep: Class 2 contains 73154 members 
Entering Unmasked Estep 
Score: -28024556.000000 Penalty: 6123.630859
	Iteration 6F: 3 clusters Score -2.802456e+07 nChanged 16563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172154 members 
Mstep: Class 2 contains 57891 members 
Entering Unmasked Estep 
Score: -28035804.000000 Penalty: 6123.630859
	Iteration 7F: 3 clusters Score -2.80358e+07 nChanged 16768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188408 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -28048696.000000 Penalty: 6123.630859
	Iteration 8F: 3 clusters Score -2.80487e+07 nChanged 15032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203280 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -28060610.000000 Penalty: 6123.630859
	Iteration 9F: 3 clusters Score -2.806061e+07 nChanged 11656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214900 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -28070286.000000 Penalty: 6123.630859
	Iteration 10F: 3 clusters Score -2.807029e+07 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222534 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -28076512.000000 Penalty: 6123.630859
	Iteration 11Q: 3 clusters Score -2.807651e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226562 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -28079730.000000 Penalty: 6123.630859
	Iteration 12Q: 3 clusters Score -2.807973e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228423 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -28081352.000000 Penalty: 6123.630859
	Iteration 13Q: 3 clusters Score -2.808135e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229180 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -28082012.000000 Penalty: 6123.630859
	Iteration 14Q: 3 clusters Score -2.808201e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229453 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -28082272.000000 Penalty: 6123.630859
	Iteration 15Q: 3 clusters Score -2.808227e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229578 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -28082374.000000 Penalty: 6123.630859
	Iteration 16Q: 3 clusters Score -2.808237e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229631 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -28082444.000000 Penalty: 6123.630859
	Iteration 17Q: 3 clusters Score -2.808244e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229651 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -28082482.000000 Penalty: 6123.630859
	Iteration 18Q: 3 clusters Score -2.808248e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229670 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -28082524.000000 Penalty: 6123.630859
	Iteration 19Q: 3 clusters Score -2.808252e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229680 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -28082526.000000 Penalty: 6123.630859
	Iteration 20F: 3 clusters Score -2.808253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229687 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -28082534.000000 Penalty: 6123.630859
	Iteration 21Q: 3 clusters Score -2.808253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229687 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -28082544.000000 Penalty: 6123.630859
	Iteration 22Q: 3 clusters Score -2.808254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229688 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -28082538.000000 Penalty: 6123.630859
	Iteration 23Q: 3 clusters Score -2.808254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229689 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -28082540.000000 Penalty: 6123.630859
	Iteration 24Q: 3 clusters Score -2.808254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229689 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -28082540.000000 Penalty: 6123.630859
	Iteration 25F: 3 clusters Score -2.808254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Entering Unmasked Estep 
Score: -1373954.500000 Penalty: 2312.800781
	Iteration 0F: 2 clusters Score -1373954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1365459.625000 Penalty: 4625.601562
	Iteration 0F: 3 clusters Score -1365460 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1368024.875000 Penalty: 4625.601562
	Iteration 1F: 3 clusters Score -1368025 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1368426.625000 Penalty: 4625.601562
	Iteration 2F: 3 clusters Score -1368427 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1368824.250000 Penalty: 4625.601562
	Iteration 3F: 3 clusters Score -1368824 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1369307.625000 Penalty: 4625.601562
	Iteration 4F: 3 clusters Score -1369308 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1369802.375000 Penalty: 4625.601562
	Iteration 5F: 3 clusters Score -1369802 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1370317.125000 Penalty: 4625.601562
	Iteration 6F: 3 clusters Score -1370317 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1370828.000000 Penalty: 4625.601562
	Iteration 7F: 3 clusters Score -1370828 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1371351.875000 Penalty: 4625.601562
	Iteration 8F: 3 clusters Score -1371352 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1371885.125000 Penalty: 4625.601562
	Iteration 9Q: 3 clusters Score -1371885 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1372300.000000 Penalty: 4625.601562
	Iteration 10Q: 3 clusters Score -1372300 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1372564.625000 Penalty: 4625.601562
	Iteration 11Q: 3 clusters Score -1372565 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1372727.875000 Penalty: 4625.601562
	Iteration 12Q: 3 clusters Score -1372728 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1372812.125000 Penalty: 4625.601562
	Iteration 13Q: 3 clusters Score -1372812 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1372870.000000 Penalty: 4625.601562
	Iteration 14Q: 3 clusters Score -1372870 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1372910.250000 Penalty: 4625.601562
	Iteration 15Q: 3 clusters Score -1372910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1372935.875000 Penalty: 4625.601562
	Iteration 16Q: 3 clusters Score -1372936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1372959.125000 Penalty: 4625.601562
	Iteration 17Q: 3 clusters Score -1372959 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1372962.875000 Penalty: 4625.601562
	Iteration 18Q: 3 clusters Score -1372963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1372970.625000 Penalty: 4625.601562
	Iteration 19Q: 3 clusters Score -1372971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1372975.250000 Penalty: 4625.601562
	Iteration 20F: 3 clusters Score -1372975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1372979.750000 Penalty: 4625.601562
	Iteration 21Q: 3 clusters Score -1372980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1372981.250000 Penalty: 4625.601562
	Iteration 22Q: 3 clusters Score -1372981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1372984.375000 Penalty: 4625.601562
	Iteration 23Q: 3 clusters Score -1372984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1372984.125000 Penalty: 4625.601562
	Iteration 24Q: 3 clusters Score -1372984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1372982.875000 Penalty: 4625.601562
	Iteration 25Q: 3 clusters Score -1372983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1372982.875000 Penalty: 4625.601562
	Iteration 26F: 3 clusters Score -1372983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (55577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55577 members 
Entering Unmasked Estep 
Score: -6654918.000000 Penalty: 2709.530029
	Iteration 0F: 2 clusters Score -6654918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -6617453.000000 Penalty: 5419.060059
	Iteration 0F: 3 clusters Score -6617453 nChanged 25800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -6631780.500000 Penalty: 5419.060059
	Iteration 1F: 3 clusters Score -6631780 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -6632466.000000 Penalty: 5419.060059
	Iteration 2Q: 3 clusters Score -6632466 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -6633175.500000 Penalty: 5419.060059
	Iteration 3Q: 3 clusters Score -6633176 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -6634209.000000 Penalty: 5419.060059
	Iteration 4Q: 3 clusters Score -6634209 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -6635541.000000 Penalty: 5419.060059
	Iteration 5F: 3 clusters Score -6635541 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -6637281.500000 Penalty: 5419.060059
	Iteration 6F: 3 clusters Score -6637282 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -6639550.000000 Penalty: 5419.060059
	Iteration 7F: 3 clusters Score -6639550 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -6642224.000000 Penalty: 5419.060059
	Iteration 8F: 3 clusters Score -6642224 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -6644980.500000 Penalty: 5419.060059
	Iteration 9F: 3 clusters Score -6644980 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -6647715.000000 Penalty: 5419.060059
	Iteration 10F: 3 clusters Score -6647715 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51066 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -6649966.000000 Penalty: 5419.060059
	Iteration 11Q: 3 clusters Score -6649966 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -6651508.500000 Penalty: 5419.060059
	Iteration 12Q: 3 clusters Score -6651508 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -6652389.500000 Penalty: 5419.060059
	Iteration 13Q: 3 clusters Score -6652390 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6652980.500000 Penalty: 5419.060059
	Iteration 14Q: 3 clusters Score -6652980 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54448 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6653456.000000 Penalty: 5419.060059
	Iteration 15Q: 3 clusters Score -6653456 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6653825.000000 Penalty: 5419.060059
	Iteration 16Q: 3 clusters Score -6653825 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54650 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6654070.000000 Penalty: 5419.060059
	Iteration 17Q: 3 clusters Score -6654070 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6654246.000000 Penalty: 5419.060059
	Iteration 18Q: 3 clusters Score -6654246 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6654336.500000 Penalty: 5419.060059
	Iteration 19Q: 3 clusters Score -6654336 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6654368.500000 Penalty: 5419.060059
	Iteration 20F: 3 clusters Score -6654368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6654397.500000 Penalty: 5419.060059
	Iteration 21Q: 3 clusters Score -6654398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54799 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6654397.000000 Penalty: 5419.060059
	Iteration 22Q: 3 clusters Score -6654397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6654395.000000 Penalty: 5419.060059
	Iteration 23Q: 3 clusters Score -6654395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6654399.500000 Penalty: 5419.060059
	Iteration 24Q: 3 clusters Score -6654400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6654404.500000 Penalty: 5419.060059
	Iteration 25Q: 3 clusters Score -6654404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54809 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6654414.500000 Penalty: 5419.060059
	Iteration 26Q: 3 clusters Score -6654414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6654413.000000 Penalty: 5419.060059
	Iteration 27Q: 3 clusters Score -6654413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6654416.000000 Penalty: 5419.060059
	Iteration 28Q: 3 clusters Score -6654416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6654416.000000 Penalty: 5419.060059
	Iteration 29F: 3 clusters Score -6654416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (108116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108116 members 
Entering Unmasked Estep 
Score: -13187209.000000 Penalty: 2874.557861
	Iteration 0F: 2 clusters Score -1.318721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54153 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -13115004.000000 Penalty: 5749.115723
	Iteration 0F: 3 clusters Score -1.3115e+07 nChanged 51040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -13145043.000000 Penalty: 5749.115723
	Iteration 1F: 3 clusters Score -1.314504e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -13146656.000000 Penalty: 5749.115723
	Iteration 2Q: 3 clusters Score -1.314666e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53532 members 
Mstep: Class 2 contains 54584 members 
Entering Unmasked Estep 
Score: -13149003.000000 Penalty: 5749.115723
	Iteration 3Q: 3 clusters Score -1.3149e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52492 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -13152339.000000 Penalty: 5749.115723
	Iteration 4F: 3 clusters Score -1.315234e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 57210 members 
Entering Unmasked Estep 
Score: -13156187.000000 Penalty: 5749.115723
	Iteration 5F: 3 clusters Score -1.315619e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 59107 members 
Entering Unmasked Estep 
Score: -13159990.000000 Penalty: 5749.115723
	Iteration 6F: 3 clusters Score -1.315999e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 61100 members 
Entering Unmasked Estep 
Score: -13163544.000000 Penalty: 5749.115723
	Iteration 7F: 3 clusters Score -1.316354e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 62913 members 
Entering Unmasked Estep 
Score: -13166802.000000 Penalty: 5749.115723
	Iteration 8F: 3 clusters Score -1.31668e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 64272 members 
Entering Unmasked Estep 
Score: -13169743.000000 Penalty: 5749.115723
	Iteration 9Q: 3 clusters Score -1.316974e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 65130 members 
Entering Unmasked Estep 
Score: -13171885.000000 Penalty: 5749.115723
	Iteration 10Q: 3 clusters Score -1.317188e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 65611 members 
Entering Unmasked Estep 
Score: -13173501.000000 Penalty: 5749.115723
	Iteration 11Q: 3 clusters Score -1.31735e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 65874 members 
Entering Unmasked Estep 
Score: -13174969.000000 Penalty: 5749.115723
	Iteration 12Q: 3 clusters Score -1.317497e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 65927 members 
Entering Unmasked Estep 
Score: -13176197.000000 Penalty: 5749.115723
	Iteration 13Q: 3 clusters Score -1.31762e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 65971 members 
Entering Unmasked Estep 
Score: -13177425.000000 Penalty: 5749.115723
	Iteration 14Q: 3 clusters Score -1.317742e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 65946 members 
Entering Unmasked Estep 
Score: -13178252.000000 Penalty: 5749.115723
	Iteration 15Q: 3 clusters Score -1.317825e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 65884 members 
Entering Unmasked Estep 
Score: -13179080.000000 Penalty: 5749.115723
	Iteration 16Q: 3 clusters Score -1.317908e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 65894 members 
Entering Unmasked Estep 
Score: -13179906.000000 Penalty: 5749.115723
	Iteration 17Q: 3 clusters Score -1.317991e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 65967 members 
Entering Unmasked Estep 
Score: -13180594.000000 Penalty: 5749.115723
	Iteration 18Q: 3 clusters Score -1.318059e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 66162 members 
Entering Unmasked Estep 
Score: -13181112.000000 Penalty: 5749.115723
	Iteration 19Q: 3 clusters Score -1.318111e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 66407 members 
Entering Unmasked Estep 
Score: -13181477.000000 Penalty: 5749.115723
	Iteration 20F: 3 clusters Score -1.318148e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 66648 members 
Entering Unmasked Estep 
Score: -13181680.000000 Penalty: 5749.115723
	Iteration 21Q: 3 clusters Score -1.318168e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 66940 members 
Entering Unmasked Estep 
Score: -13181867.000000 Penalty: 5749.115723
	Iteration 22Q: 3 clusters Score -1.318187e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 67251 members 
Entering Unmasked Estep 
Score: -13182017.000000 Penalty: 5749.115723
	Iteration 23Q: 3 clusters Score -1.318202e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 67516 members 
Entering Unmasked Estep 
Score: -13182066.000000 Penalty: 5749.115723
	Iteration 24Q: 3 clusters Score -1.318207e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 67739 members 
Entering Unmasked Estep 
Score: -13182148.000000 Penalty: 5749.115723
	Iteration 25Q: 3 clusters Score -1.318215e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 67931 members 
Entering Unmasked Estep 
Score: -13182196.000000 Penalty: 5749.115723
	Iteration 26Q: 3 clusters Score -1.31822e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 68095 members 
Entering Unmasked Estep 
Score: -13182171.000000 Penalty: 5749.115723
	Iteration 27Q: 3 clusters Score -1.318217e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 68212 members 
Entering Unmasked Estep 
Score: -13182174.000000 Penalty: 5749.115723
	Iteration 28Q: 3 clusters Score -1.318217e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 68317 members 
Entering Unmasked Estep 
Score: -13182167.000000 Penalty: 5749.115723
	Iteration 29Q: 3 clusters Score -1.318217e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 68386 members 
Entering Unmasked Estep 
Score: -13182170.000000 Penalty: 5749.115723
	Iteration 30Q: 3 clusters Score -1.318217e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 68444 members 
Entering Unmasked Estep 
Score: -13182164.000000 Penalty: 5749.115723
	Iteration 31Q: 3 clusters Score -1.318216e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 68493 members 
Entering Unmasked Estep 
Score: -13182164.000000 Penalty: 5749.115723
	Iteration 32Q: 3 clusters Score -1.318216e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 68532 members 
Entering Unmasked Estep 
Score: -13182156.000000 Penalty: 5749.115723
	Iteration 33Q: 3 clusters Score -1.318216e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 68575 members 
Entering Unmasked Estep 
Score: -13182146.000000 Penalty: 5749.115723
	Iteration 34Q: 3 clusters Score -1.318215e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 68615 members 
Entering Unmasked Estep 
Score: -13182154.000000 Penalty: 5749.115723
	Iteration 35Q: 3 clusters Score -1.318215e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 68642 members 
Entering Unmasked Estep 
Score: -13182159.000000 Penalty: 5749.115723
	Iteration 36Q: 3 clusters Score -1.318216e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 68663 members 
Entering Unmasked Estep 
Score: -13182154.000000 Penalty: 5749.115723
	Iteration 37Q: 3 clusters Score -1.318215e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -13182144.000000 Penalty: 5749.115723
	Iteration 38Q: 3 clusters Score -1.318214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 68690 members 
Entering Unmasked Estep 
Score: -13182146.000000 Penalty: 5749.115723
	Iteration 39Q: 3 clusters Score -1.318215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 68697 members 
Entering Unmasked Estep 
Score: -13182149.000000 Penalty: 5749.115723
	Iteration 40F: 3 clusters Score -1.318215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 68705 members 
Entering Unmasked Estep 
Score: -13182159.000000 Penalty: 5749.115723
	Iteration 41Q: 3 clusters Score -1.318216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 68712 members 
Entering Unmasked Estep 
Score: -13182159.000000 Penalty: 5749.115723
	Iteration 42Q: 3 clusters Score -1.318216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
Score: -13182160.000000 Penalty: 5749.115723
	Iteration 43Q: 3 clusters Score -1.318216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 68722 members 
Entering Unmasked Estep 
Score: -13182160.000000 Penalty: 5749.115723
	Iteration 44Q: 3 clusters Score -1.318216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 68728 members 
Entering Unmasked Estep 
Score: -13182157.000000 Penalty: 5749.115723
	Iteration 45Q: 3 clusters Score -1.318216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 68734 members 
Entering Unmasked Estep 
Score: -13182153.000000 Penalty: 5749.115723
	Iteration 46Q: 3 clusters Score -1.318215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 68735 members 
Entering Unmasked Estep 
Score: -13182164.000000 Penalty: 5749.115723
	Iteration 47Q: 3 clusters Score -1.318216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 68739 members 
Entering Unmasked Estep 
Score: -13182161.000000 Penalty: 5749.115723
	Iteration 48Q: 3 clusters Score -1.318216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -13182156.000000 Penalty: 5749.115723
	Iteration 49Q: 3 clusters Score -1.318216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 68747 members 
Entering Unmasked Estep 
Score: -13182154.000000 Penalty: 5749.115723
	Iteration 50Q: 3 clusters Score -1.318215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 68749 members 
Entering Unmasked Estep 
Score: -13182147.000000 Penalty: 5749.115723
	Iteration 51Q: 3 clusters Score -1.318215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 68751 members 
Entering Unmasked Estep 
Score: -13182152.000000 Penalty: 5749.115723
	Iteration 52Q: 3 clusters Score -1.318215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -13182152.000000 Penalty: 5749.115723
	Iteration 53Q: 3 clusters Score -1.318215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 68754 members 
Entering Unmasked Estep 
Score: -13182153.000000 Penalty: 5749.115723
	Iteration 54Q: 3 clusters Score -1.318215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 68756 members 
Entering Unmasked Estep 
Score: -13182154.000000 Penalty: 5749.115723
	Iteration 55Q: 3 clusters Score -1.318215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 68756 members 
Entering Unmasked Estep 
Score: -13182154.000000 Penalty: 5749.115723
	Iteration 56F: 3 clusters Score -1.318215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -81669.515625 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -81669.52 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 359 members 
Entering Unmasked Estep 
Score: -79936.367188 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -79936.37 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -80201.773438 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -80201.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -80306.734375 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -80306.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -80359.164062 Penalty: 3263.308594
	Iteration 3Q: 3 clusters Score -80359.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -80388.882812 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -80388.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -80405.273438 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -80405.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -80417.882812 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -80417.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -80421.656250 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -80421.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -80425.250000 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -80425.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -80425.250000 Penalty: 3263.308594
	Iteration 9F: 3 clusters Score -80425.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Entering Unmasked Estep 
Score: -905338.937500 Penalty: 2222.450684
	Iteration 0F: 2 clusters Score -905338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -899058.625000 Penalty: 4444.901367
	Iteration 0F: 3 clusters Score -899058.6 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -900963.125000 Penalty: 4444.901367
	Iteration 1F: 3 clusters Score -900963.1 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -901436.187500 Penalty: 4444.901367
	Iteration 2F: 3 clusters Score -901436.2 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -901854.687500 Penalty: 4444.901367
	Iteration 3F: 3 clusters Score -901854.7 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -902225.250000 Penalty: 4444.901367
	Iteration 4F: 3 clusters Score -902225.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -902503.937500 Penalty: 4444.901367
	Iteration 5F: 3 clusters Score -902503.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -902730.687500 Penalty: 4444.901367
	Iteration 6Q: 3 clusters Score -902730.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -902893.937500 Penalty: 4444.901367
	Iteration 7Q: 3 clusters Score -902893.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -903034.500000 Penalty: 4444.901367
	Iteration 8Q: 3 clusters Score -903034.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -903159.062500 Penalty: 4444.901367
	Iteration 9Q: 3 clusters Score -903159.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -903285.062500 Penalty: 4444.901367
	Iteration 10Q: 3 clusters Score -903285.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -903374.187500 Penalty: 4444.901367
	Iteration 11Q: 3 clusters Score -903374.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -903435.375000 Penalty: 4444.901367
	Iteration 12Q: 3 clusters Score -903435.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -903482.875000 Penalty: 4444.901367
	Iteration 13Q: 3 clusters Score -903482.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -903521.437500 Penalty: 4444.901367
	Iteration 14Q: 3 clusters Score -903521.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -903543.937500 Penalty: 4444.901367
	Iteration 15Q: 3 clusters Score -903543.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -903569.437500 Penalty: 4444.901367
	Iteration 16Q: 3 clusters Score -903569.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -903598.000000 Penalty: 4444.901367
	Iteration 17Q: 3 clusters Score -903598 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -903635.187500 Penalty: 4444.901367
	Iteration 18Q: 3 clusters Score -903635.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -903668.500000 Penalty: 4444.901367
	Iteration 19Q: 3 clusters Score -903668.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -903720.000000 Penalty: 4444.901367
	Iteration 20F: 3 clusters Score -903720 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -903791.875000 Penalty: 4444.901367
	Iteration 21Q: 3 clusters Score -903791.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -903901.125000 Penalty: 4444.901367
	Iteration 22Q: 3 clusters Score -903901.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -904067.750000 Penalty: 4444.901367
	Iteration 23Q: 3 clusters Score -904067.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -904267.500000 Penalty: 4444.901367
	Iteration 24Q: 3 clusters Score -904267.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -904450.062500 Penalty: 4444.901367
	Iteration 25Q: 3 clusters Score -904450.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -904615.000000 Penalty: 4444.901367
	Iteration 26Q: 3 clusters Score -904615 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -904734.375000 Penalty: 4444.901367
	Iteration 27Q: 3 clusters Score -904734.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -904782.750000 Penalty: 4444.901367
	Iteration 28Q: 3 clusters Score -904782.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -904799.062500 Penalty: 4444.901367
	Iteration 29Q: 3 clusters Score -904799.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -904808.625000 Penalty: 4444.901367
	Iteration 30Q: 3 clusters Score -904808.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -904813.250000 Penalty: 4444.901367
	Iteration 31Q: 3 clusters Score -904813.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -904816.375000 Penalty: 4444.901367
	Iteration 32Q: 3 clusters Score -904816.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -904817.312500 Penalty: 4444.901367
	Iteration 33Q: 3 clusters Score -904817.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -904818.437500 Penalty: 4444.901367
	Iteration 34Q: 3 clusters Score -904818.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -904822.375000 Penalty: 4444.901367
	Iteration 35Q: 3 clusters Score -904822.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -904821.937500 Penalty: 4444.901367
	Iteration 36Q: 3 clusters Score -904821.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -904822.187500 Penalty: 4444.901367
	Iteration 37Q: 3 clusters Score -904822.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -904822.937500 Penalty: 4444.901367
	Iteration 38Q: 3 clusters Score -904822.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -904827.125000 Penalty: 4444.901367
	Iteration 39Q: 3 clusters Score -904827.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -904833.375000 Penalty: 4444.901367
	Iteration 40F: 3 clusters Score -904833.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -904837.937500 Penalty: 4444.901367
	Iteration 41Q: 3 clusters Score -904837.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -904853.687500 Penalty: 4444.901367
	Iteration 42Q: 3 clusters Score -904853.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -904870.562500 Penalty: 4444.901367
	Iteration 43Q: 3 clusters Score -904870.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -904895.437500 Penalty: 4444.901367
	Iteration 44Q: 3 clusters Score -904895.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -904957.562500 Penalty: 4444.901367
	Iteration 45Q: 3 clusters Score -904957.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -905055.625000 Penalty: 4444.901367
	Iteration 46Q: 3 clusters Score -905055.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -905155.687500 Penalty: 4444.901367
	Iteration 47Q: 3 clusters Score -905155.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -905184.375000 Penalty: 4444.901367
	Iteration 48Q: 3 clusters Score -905184.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -905197.937500 Penalty: 4444.901367
	Iteration 49Q: 3 clusters Score -905197.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -905203.937500 Penalty: 4444.901367
	Iteration 50Q: 3 clusters Score -905203.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -905207.625000 Penalty: 4444.901367
	Iteration 51Q: 3 clusters Score -905207.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -905210.687500 Penalty: 4444.901367
	Iteration 52Q: 3 clusters Score -905210.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -905216.250000 Penalty: 4444.901367
	Iteration 53Q: 3 clusters Score -905216.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -905221.937500 Penalty: 4444.901367
	Iteration 54Q: 3 clusters Score -905221.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -905222.875000 Penalty: 4444.901367
	Iteration 55Q: 3 clusters Score -905222.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -905224.187500 Penalty: 4444.901367
	Iteration 56Q: 3 clusters Score -905224.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -905224.937500 Penalty: 4444.901367
	Iteration 57Q: 3 clusters Score -905224.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -905224.937500 Penalty: 4444.901367
	Iteration 58F: 3 clusters Score -905224.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -15596.429688 Penalty: 1245.922363
	Iteration 0F: 2 clusters Score -15596.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14619.193359 Penalty: 2491.844727
	Iteration 0F: 3 clusters Score -14619.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14665.456055 Penalty: 2491.844727
	Iteration 1Q: 3 clusters Score -14665.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14665.456055 Penalty: 2491.844727
	Iteration 2F: 3 clusters Score -14665.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (26809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Entering Unmasked Estep 
Score: -3334204.500000 Penalty: 2528.730225
	Iteration 0F: 2 clusters Score -3334204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -3315695.750000 Penalty: 5057.460449
	Iteration 0F: 3 clusters Score -3315696 nChanged 11897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -3322128.000000 Penalty: 5057.460449
	Iteration 1F: 3 clusters Score -3322128 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -3322511.000000 Penalty: 5057.460449
	Iteration 2Q: 3 clusters Score -3322511 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -3322850.500000 Penalty: 5057.460449
	Iteration 3Q: 3 clusters Score -3322850 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -3323189.500000 Penalty: 5057.460449
	Iteration 4Q: 3 clusters Score -3323190 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -3323572.750000 Penalty: 5057.460449
	Iteration 5Q: 3 clusters Score -3323573 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -3324042.250000 Penalty: 5057.460449
	Iteration 6Q: 3 clusters Score -3324042 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -3324626.250000 Penalty: 5057.460449
	Iteration 7Q: 3 clusters Score -3324626 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -3325441.500000 Penalty: 5057.460449
	Iteration 8F: 3 clusters Score -3325442 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -3326448.750000 Penalty: 5057.460449
	Iteration 9F: 3 clusters Score -3326449 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -3327558.250000 Penalty: 5057.460449
	Iteration 10F: 3 clusters Score -3327558 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -3328690.500000 Penalty: 5057.460449
	Iteration 11F: 3 clusters Score -3328690 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -3329699.750000 Penalty: 5057.460449
	Iteration 12Q: 3 clusters Score -3329700 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3330366.750000 Penalty: 5057.460449
	Iteration 13Q: 3 clusters Score -3330367 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -3330871.000000 Penalty: 5057.460449
	Iteration 14Q: 3 clusters Score -3330871 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3331233.250000 Penalty: 5057.460449
	Iteration 15Q: 3 clusters Score -3331233 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -3331432.250000 Penalty: 5057.460449
	Iteration 16Q: 3 clusters Score -3331432 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3331612.250000 Penalty: 5057.460449
	Iteration 17Q: 3 clusters Score -3331612 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3331761.500000 Penalty: 5057.460449
	Iteration 18Q: 3 clusters Score -3331762 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3331853.250000 Penalty: 5057.460449
	Iteration 19Q: 3 clusters Score -3331853 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3331909.750000 Penalty: 5057.460449
	Iteration 20F: 3 clusters Score -3331910 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3331964.500000 Penalty: 5057.460449
	Iteration 21Q: 3 clusters Score -3331964 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3331980.000000 Penalty: 5057.460449
	Iteration 22Q: 3 clusters Score -3331980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3331995.250000 Penalty: 5057.460449
	Iteration 23Q: 3 clusters Score -3331995 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3332015.500000 Penalty: 5057.460449
	Iteration 24Q: 3 clusters Score -3332016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3332022.500000 Penalty: 5057.460449
	Iteration 25Q: 3 clusters Score -3332022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3332039.750000 Penalty: 5057.460449
	Iteration 26Q: 3 clusters Score -3332040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3332056.000000 Penalty: 5057.460449
	Iteration 27Q: 3 clusters Score -3332056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3332056.500000 Penalty: 5057.460449
	Iteration 28Q: 3 clusters Score -3332056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3332059.500000 Penalty: 5057.460449
	Iteration 29Q: 3 clusters Score -3332060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3332058.750000 Penalty: 5057.460449
	Iteration 30Q: 3 clusters Score -3332059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3332058.750000 Penalty: 5057.460449
	Iteration 31Q: 3 clusters Score -3332059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3332066.750000 Penalty: 5057.460449
	Iteration 32Q: 3 clusters Score -3332067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3332069.750000 Penalty: 5057.460449
	Iteration 33Q: 3 clusters Score -3332070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3332070.250000 Penalty: 5057.460449
	Iteration 34Q: 3 clusters Score -3332070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3332067.750000 Penalty: 5057.460449
	Iteration 35Q: 3 clusters Score -3332068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3332070.750000 Penalty: 5057.460449
	Iteration 36Q: 3 clusters Score -3332071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3332070.250000 Penalty: 5057.460449
	Iteration 37Q: 3 clusters Score -3332070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3332067.500000 Penalty: 5057.460449
	Iteration 38Q: 3 clusters Score -3332068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3332067.750000 Penalty: 5057.460449
	Iteration 39Q: 3 clusters Score -3332068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3332072.500000 Penalty: 5057.460449
	Iteration 40F: 3 clusters Score -3332072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3332078.750000 Penalty: 5057.460449
	Iteration 41Q: 3 clusters Score -3332079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3332078.500000 Penalty: 5057.460449
	Iteration 42Q: 3 clusters Score -3332078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3332077.750000 Penalty: 5057.460449
	Iteration 43Q: 3 clusters Score -3332078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3332082.500000 Penalty: 5057.460449
	Iteration 44Q: 3 clusters Score -3332082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3332081.250000 Penalty: 5057.460449
	Iteration 45Q: 3 clusters Score -3332081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3332085.250000 Penalty: 5057.460449
	Iteration 46Q: 3 clusters Score -3332085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3332086.000000 Penalty: 5057.460449
	Iteration 47Q: 3 clusters Score -3332086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3332082.750000 Penalty: 5057.460449
	Iteration 48Q: 3 clusters Score -3332083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3332082.750000 Penalty: 5057.460449
	Iteration 49F: 3 clusters Score -3332083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Entering Unmasked Estep 
Score: -1409393.625000 Penalty: 2316.528809
	Iteration 0F: 2 clusters Score -1409394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1400772.875000 Penalty: 4633.057617
	Iteration 0F: 3 clusters Score -1400773 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1403441.500000 Penalty: 4633.057617
	Iteration 1F: 3 clusters Score -1403442 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1403856.250000 Penalty: 4633.057617
	Iteration 2F: 3 clusters Score -1403856 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1404192.750000 Penalty: 4633.057617
	Iteration 3F: 3 clusters Score -1404193 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1404515.875000 Penalty: 4633.057617
	Iteration 4F: 3 clusters Score -1404516 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1404800.875000 Penalty: 4633.057617
	Iteration 5Q: 3 clusters Score -1404801 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1405030.250000 Penalty: 4633.057617
	Iteration 6Q: 3 clusters Score -1405030 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1405258.375000 Penalty: 4633.057617
	Iteration 7Q: 3 clusters Score -1405258 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1405470.500000 Penalty: 4633.057617
	Iteration 8Q: 3 clusters Score -1405470 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1405662.125000 Penalty: 4633.057617
	Iteration 9Q: 3 clusters Score -1405662 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1405845.375000 Penalty: 4633.057617
	Iteration 10Q: 3 clusters Score -1405845 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1405965.000000 Penalty: 4633.057617
	Iteration 11Q: 3 clusters Score -1405965 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1406055.500000 Penalty: 4633.057617
	Iteration 12Q: 3 clusters Score -1406056 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1406121.750000 Penalty: 4633.057617
	Iteration 13Q: 3 clusters Score -1406122 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1406177.750000 Penalty: 4633.057617
	Iteration 14Q: 3 clusters Score -1406178 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1406233.500000 Penalty: 4633.057617
	Iteration 15Q: 3 clusters Score -1406234 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1406292.875000 Penalty: 4633.057617
	Iteration 16Q: 3 clusters Score -1406293 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1406349.750000 Penalty: 4633.057617
	Iteration 17Q: 3 clusters Score -1406350 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1406405.500000 Penalty: 4633.057617
	Iteration 18Q: 3 clusters Score -1406406 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1406475.750000 Penalty: 4633.057617
	Iteration 19Q: 3 clusters Score -1406476 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1406540.250000 Penalty: 4633.057617
	Iteration 20F: 3 clusters Score -1406540 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1406610.125000 Penalty: 4633.057617
	Iteration 21Q: 3 clusters Score -1406610 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1406661.250000 Penalty: 4633.057617
	Iteration 22Q: 3 clusters Score -1406661 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1406695.750000 Penalty: 4633.057617
	Iteration 23Q: 3 clusters Score -1406696 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1406731.750000 Penalty: 4633.057617
	Iteration 24Q: 3 clusters Score -1406732 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1406750.625000 Penalty: 4633.057617
	Iteration 25Q: 3 clusters Score -1406751 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1406768.375000 Penalty: 4633.057617
	Iteration 26Q: 3 clusters Score -1406768 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1406787.875000 Penalty: 4633.057617
	Iteration 27Q: 3 clusters Score -1406788 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1406802.625000 Penalty: 4633.057617
	Iteration 28Q: 3 clusters Score -1406803 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1406809.250000 Penalty: 4633.057617
	Iteration 29Q: 3 clusters Score -1406809 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1406819.750000 Penalty: 4633.057617
	Iteration 30Q: 3 clusters Score -1406820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1406821.375000 Penalty: 4633.057617
	Iteration 31Q: 3 clusters Score -1406821 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1406826.875000 Penalty: 4633.057617
	Iteration 32Q: 3 clusters Score -1406827 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1406838.250000 Penalty: 4633.057617
	Iteration 33Q: 3 clusters Score -1406838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1406836.375000 Penalty: 4633.057617
	Iteration 34Q: 3 clusters Score -1406836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1406840.875000 Penalty: 4633.057617
	Iteration 35Q: 3 clusters Score -1406841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1406846.750000 Penalty: 4633.057617
	Iteration 36Q: 3 clusters Score -1406847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1406849.000000 Penalty: 4633.057617
	Iteration 37Q: 3 clusters Score -1406849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1406846.750000 Penalty: 4633.057617
	Iteration 38Q: 3 clusters Score -1406847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1406854.375000 Penalty: 4633.057617
	Iteration 39Q: 3 clusters Score -1406854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1406856.875000 Penalty: 4633.057617
	Iteration 40F: 3 clusters Score -1406857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1406862.625000 Penalty: 4633.057617
	Iteration 41Q: 3 clusters Score -1406863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1406861.625000 Penalty: 4633.057617
	Iteration 42Q: 3 clusters Score -1406862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1406863.500000 Penalty: 4633.057617
	Iteration 43Q: 3 clusters Score -1406864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1406865.750000 Penalty: 4633.057617
	Iteration 44Q: 3 clusters Score -1406866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1406867.375000 Penalty: 4633.057617
	Iteration 45Q: 3 clusters Score -1406867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1406868.500000 Penalty: 4633.057617
	Iteration 46Q: 3 clusters Score -1406868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1406872.375000 Penalty: 4633.057617
	Iteration 47Q: 3 clusters Score -1406872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1406872.750000 Penalty: 4633.057617
	Iteration 48Q: 3 clusters Score -1406873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1406879.250000 Penalty: 4633.057617
	Iteration 49Q: 3 clusters Score -1406879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1406880.375000 Penalty: 4633.057617
	Iteration 50Q: 3 clusters Score -1406880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1406882.625000 Penalty: 4633.057617
	Iteration 51Q: 3 clusters Score -1406883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1406885.500000 Penalty: 4633.057617
	Iteration 52Q: 3 clusters Score -1406886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1406887.000000 Penalty: 4633.057617
	Iteration 53Q: 3 clusters Score -1406887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1406891.000000 Penalty: 4633.057617
	Iteration 54Q: 3 clusters Score -1406891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1406891.750000 Penalty: 4633.057617
	Iteration 55Q: 3 clusters Score -1406892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1406894.875000 Penalty: 4633.057617
	Iteration 56Q: 3 clusters Score -1406895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1406899.625000 Penalty: 4633.057617
	Iteration 57Q: 3 clusters Score -1406900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1406900.250000 Penalty: 4633.057617
	Iteration 58Q: 3 clusters Score -1406900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1406902.625000 Penalty: 4633.057617
	Iteration 59Q: 3 clusters Score -1406903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1406902.250000 Penalty: 4633.057617
	Iteration 60F: 3 clusters Score -1406902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1406905.375000 Penalty: 4633.057617
	Iteration 61Q: 3 clusters Score -1406905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1406906.875000 Penalty: 4633.057617
	Iteration 62Q: 3 clusters Score -1406907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1406907.875000 Penalty: 4633.057617
	Iteration 63Q: 3 clusters Score -1406908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1406908.250000 Penalty: 4633.057617
	Iteration 64Q: 3 clusters Score -1406908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1406911.125000 Penalty: 4633.057617
	Iteration 65Q: 3 clusters Score -1406911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1406909.125000 Penalty: 4633.057617
	Iteration 66Q: 3 clusters Score -1406909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1406908.000000 Penalty: 4633.057617
	Iteration 67Q: 3 clusters Score -1406908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1406912.250000 Penalty: 4633.057617
	Iteration 68Q: 3 clusters Score -1406912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1406912.250000 Penalty: 4633.057617
	Iteration 69Q: 3 clusters Score -1406912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1406910.125000 Penalty: 4633.057617
	Iteration 70Q: 3 clusters Score -1406910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1406910.375000 Penalty: 4633.057617
	Iteration 71Q: 3 clusters Score -1406910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1406910.500000 Penalty: 4633.057617
	Iteration 72Q: 3 clusters Score -1406910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1406908.625000 Penalty: 4633.057617
	Iteration 73Q: 3 clusters Score -1406909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1406914.250000 Penalty: 4633.057617
	Iteration 74Q: 3 clusters Score -1406914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1406911.875000 Penalty: 4633.057617
	Iteration 75Q: 3 clusters Score -1406912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1406915.750000 Penalty: 4633.057617
	Iteration 76Q: 3 clusters Score -1406916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1406919.500000 Penalty: 4633.057617
	Iteration 77Q: 3 clusters Score -1406920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1406917.250000 Penalty: 4633.057617
	Iteration 78Q: 3 clusters Score -1406917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1406918.000000 Penalty: 4633.057617
	Iteration 79Q: 3 clusters Score -1406918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1406917.250000 Penalty: 4633.057617
	Iteration 80F: 3 clusters Score -1406917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1406923.875000 Penalty: 4633.057617
	Iteration 81Q: 3 clusters Score -1406924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1406926.625000 Penalty: 4633.057617
	Iteration 82Q: 3 clusters Score -1406927 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1406934.500000 Penalty: 4633.057617
	Iteration 83Q: 3 clusters Score -1406934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1406942.250000 Penalty: 4633.057617
	Iteration 84Q: 3 clusters Score -1406942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1406944.500000 Penalty: 4633.057617
	Iteration 85Q: 3 clusters Score -1406944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1406948.250000 Penalty: 4633.057617
	Iteration 86Q: 3 clusters Score -1406948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1406948.375000 Penalty: 4633.057617
	Iteration 87Q: 3 clusters Score -1406948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1406952.375000 Penalty: 4633.057617
	Iteration 88Q: 3 clusters Score -1406952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1406954.000000 Penalty: 4633.057617
	Iteration 89Q: 3 clusters Score -1406954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1406957.125000 Penalty: 4633.057617
	Iteration 90Q: 3 clusters Score -1406957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1406958.250000 Penalty: 4633.057617
	Iteration 91Q: 3 clusters Score -1406958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1406956.375000 Penalty: 4633.057617
	Iteration 92Q: 3 clusters Score -1406956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1406960.125000 Penalty: 4633.057617
	Iteration 93Q: 3 clusters Score -1406960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1406963.375000 Penalty: 4633.057617
	Iteration 94Q: 3 clusters Score -1406963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1406968.750000 Penalty: 4633.057617
	Iteration 95Q: 3 clusters Score -1406969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1406968.250000 Penalty: 4633.057617
	Iteration 96Q: 3 clusters Score -1406968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1406969.750000 Penalty: 4633.057617
	Iteration 97Q: 3 clusters Score -1406970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1406970.875000 Penalty: 4633.057617
	Iteration 98Q: 3 clusters Score -1406971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1406977.500000 Penalty: 4633.057617
	Iteration 99Q: 3 clusters Score -1406978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1406979.375000 Penalty: 4633.057617
	Iteration 100F: 3 clusters Score -1406979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1406987.875000 Penalty: 4633.057617
	Iteration 101Q: 3 clusters Score -1406988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1406989.875000 Penalty: 4633.057617
	Iteration 102Q: 3 clusters Score -1406990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1406990.125000 Penalty: 4633.057617
	Iteration 103Q: 3 clusters Score -1406990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1406994.000000 Penalty: 4633.057617
	Iteration 104Q: 3 clusters Score -1406994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1406997.750000 Penalty: 4633.057617
	Iteration 105Q: 3 clusters Score -1406998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1406998.625000 Penalty: 4633.057617
	Iteration 106Q: 3 clusters Score -1406999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1406999.625000 Penalty: 4633.057617
	Iteration 107Q: 3 clusters Score -1407000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1406999.750000 Penalty: 4633.057617
	Iteration 108Q: 3 clusters Score -1407000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1407000.625000 Penalty: 4633.057617
	Iteration 109Q: 3 clusters Score -1407001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1406998.875000 Penalty: 4633.057617
	Iteration 110Q: 3 clusters Score -1406999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1406998.625000 Penalty: 4633.057617
	Iteration 111Q: 3 clusters Score -1406999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1407002.250000 Penalty: 4633.057617
	Iteration 112Q: 3 clusters Score -1407002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1407003.625000 Penalty: 4633.057617
	Iteration 113Q: 3 clusters Score -1407004 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1407007.500000 Penalty: 4633.057617
	Iteration 114Q: 3 clusters Score -1407008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1407004.750000 Penalty: 4633.057617
	Iteration 115Q: 3 clusters Score -1407005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1407004.750000 Penalty: 4633.057617
	Iteration 116Q: 3 clusters Score -1407005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1407009.125000 Penalty: 4633.057617
	Iteration 117Q: 3 clusters Score -1407009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1407008.500000 Penalty: 4633.057617
	Iteration 118Q: 3 clusters Score -1407008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1407008.625000 Penalty: 4633.057617
	Iteration 119Q: 3 clusters Score -1407009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1407008.500000 Penalty: 4633.057617
	Iteration 120F: 3 clusters Score -1407008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -81296.703125 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -81296.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -79622.718750 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -79622.72 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79885.812500 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -79885.81 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -79976.445312 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -79976.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -80020.593750 Penalty: 3270.829102
	Iteration 3Q: 3 clusters Score -80020.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -80039.351562 Penalty: 3270.829102
	Iteration 4Q: 3 clusters Score -80039.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -80051.359375 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -80051.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -80064.664062 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -80064.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -80078.289062 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -80078.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -80094.898438 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -80094.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -80113.976562 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -80113.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -80127.187500 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -80127.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -80131.773438 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -80131.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -80131.773438 Penalty: 3270.829102
	Iteration 12F: 3 clusters Score -80131.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -48977.941406 Penalty: 1500.333984
	Iteration 0F: 2 clusters Score -48977.94 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 213 members 
Entering Unmasked Estep 
Score: -47610.324219 Penalty: 3000.667969
	Iteration 0F: 3 clusters Score -47610.32 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47753.351562 Penalty: 3000.667969
	Iteration 1F: 3 clusters Score -47753.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47793.636719 Penalty: 3000.667969
	Iteration 2Q: 3 clusters Score -47793.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -47804.558594 Penalty: 3000.667969
	Iteration 3Q: 3 clusters Score -47804.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47817.035156 Penalty: 3000.667969
	Iteration 4Q: 3 clusters Score -47817.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47817.035156 Penalty: 3000.667969
	Iteration 5F: 3 clusters Score -47817.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -71811.976562 Penalty: 1610.825806
	Iteration 0F: 2 clusters Score -71811.98 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 305 members 
Entering Unmasked Estep 
Score: -70130.656250 Penalty: 3221.651611
	Iteration 0F: 3 clusters Score -70130.66 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70340.265625 Penalty: 3221.651611
	Iteration 1F: 3 clusters Score -70340.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70393.562500 Penalty: 3221.651611
	Iteration 2F: 3 clusters Score -70393.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -70428.664062 Penalty: 3221.651611
	Iteration 3Q: 3 clusters Score -70428.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -70444.812500 Penalty: 3221.651611
	Iteration 4Q: 3 clusters Score -70444.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -70450.625000 Penalty: 3221.651611
	Iteration 5Q: 3 clusters Score -70450.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70453.226562 Penalty: 3221.651611
	Iteration 6Q: 3 clusters Score -70453.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -70459.281250 Penalty: 3221.651611
	Iteration 7Q: 3 clusters Score -70459.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -70461.484375 Penalty: 3221.651611
	Iteration 8Q: 3 clusters Score -70461.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -70464.351562 Penalty: 3221.651611
	Iteration 9Q: 3 clusters Score -70464.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -70465.656250 Penalty: 3221.651611
	Iteration 10Q: 3 clusters Score -70465.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -70468.406250 Penalty: 3221.651611
	Iteration 11Q: 3 clusters Score -70468.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -70469.937500 Penalty: 3221.651611
	Iteration 12Q: 3 clusters Score -70469.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -70470.507812 Penalty: 3221.651611
	Iteration 13Q: 3 clusters Score -70470.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -70470.507812 Penalty: 3221.651611
	Iteration 14F: 3 clusters Score -70470.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6333 members 
Mstep: Class 3 contains 7883 members 
Mstep: Class 4 contains 23143 members 
Mstep: Class 5 contains 13231 members 
Mstep: Class 6 contains 38236 members 
Mstep: Class 7 contains 150298 members 
Mstep: Class 8 contains 27312 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15942 members 
Mstep: Class 11 contains 13476 members 
Mstep: Class 12 contains 33632 members 
Mstep: Class 13 contains 31427 members 
Mstep: Class 14 contains 69906 members 
Mstep: Class 15 contains 9506 members 
Mstep: Class 16 contains 130678 members 
Mstep: Class 17 contains 54070 members 
Mstep: Class 18 contains 230045 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 55577 members 
Mstep: Class 21 contains 108116 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7797 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26809 members 
Mstep: Class 26 contains 11394 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158463536.000000 Penalty: 104923.953125
Iteration 159Q: 31 clusters Score -1.584635e+08 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6333 members 
Mstep: Class 3 contains 7899 members 
Mstep: Class 4 contains 23221 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 38248 members 
Mstep: Class 7 contains 150329 members 
Mstep: Class 8 contains 27350 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 16042 members 
Mstep: Class 11 contains 13517 members 
Mstep: Class 12 contains 33778 members 
Mstep: Class 13 contains 31428 members 
Mstep: Class 14 contains 70240 members 
Mstep: Class 15 contains 10066 members 
Mstep: Class 16 contains 130698 members 
Mstep: Class 17 contains 54172 members 
Mstep: Class 18 contains 230200 members 
Mstep: Class 19 contains 11258 members 
Mstep: Class 20 contains 55616 members 
Mstep: Class 21 contains 108122 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7797 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 26991 members 
Mstep: Class 26 contains 11402 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 251305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158464448.000000 Penalty: 104923.953125
Iteration 160F: 31 clusters Score -1.584644e+08 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6333 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 23131 members 
Mstep: Class 5 contains 13228 members 
Mstep: Class 6 contains 38233 members 
Mstep: Class 7 contains 150309 members 
Mstep: Class 8 contains 27284 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 16007 members 
Mstep: Class 11 contains 13417 members 
Mstep: Class 12 contains 33642 members 
Mstep: Class 13 contains 31427 members 
Mstep: Class 14 contains 70397 members 
Mstep: Class 15 contains 10465 members 
Mstep: Class 16 contains 130632 members 
Mstep: Class 17 contains 54090 members 
Mstep: Class 18 contains 229964 members 
Mstep: Class 19 contains 11264 members 
Mstep: Class 20 contains 55563 members 
Mstep: Class 21 contains 108123 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7796 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27056 members 
Mstep: Class 26 contains 11417 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 251601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158464448.000000 Penalty: 104923.953125
Iteration 161Q: 31 clusters Score -1.584644e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6333 members 
Mstep: Class 3 contains 7910 members 
Mstep: Class 4 contains 23063 members 
Mstep: Class 5 contains 13208 members 
Mstep: Class 6 contains 38225 members 
Mstep: Class 7 contains 150291 members 
Mstep: Class 8 contains 27242 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15980 members 
Mstep: Class 11 contains 13380 members 
Mstep: Class 12 contains 33534 members 
Mstep: Class 13 contains 31425 members 
Mstep: Class 14 contains 70481 members 
Mstep: Class 15 contains 10915 members 
Mstep: Class 16 contains 130570 members 
Mstep: Class 17 contains 54063 members 
Mstep: Class 18 contains 229781 members 
Mstep: Class 19 contains 11263 members 
Mstep: Class 20 contains 55530 members 
Mstep: Class 21 contains 108124 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7794 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27118 members 
Mstep: Class 26 contains 11430 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 251627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158464944.000000 Penalty: 104923.953125
Iteration 162Q: 31 clusters Score -1.584649e+08 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6333 members 
Mstep: Class 3 contains 7909 members 
Mstep: Class 4 contains 23004 members 
Mstep: Class 5 contains 13198 members 
Mstep: Class 6 contains 38223 members 
Mstep: Class 7 contains 150286 members 
Mstep: Class 8 contains 27214 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15962 members 
Mstep: Class 11 contains 13351 members 
Mstep: Class 12 contains 33435 members 
Mstep: Class 13 contains 31428 members 
Mstep: Class 14 contains 70478 members 
Mstep: Class 15 contains 11393 members 
Mstep: Class 16 contains 130546 members 
Mstep: Class 17 contains 54052 members 
Mstep: Class 18 contains 229630 members 
Mstep: Class 19 contains 11250 members 
Mstep: Class 20 contains 55512 members 
Mstep: Class 21 contains 108129 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7793 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27162 members 
Mstep: Class 26 contains 11441 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 251558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158464784.000000 Penalty: 104923.953125
Iteration 163Q: 31 clusters Score -1.584648e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6333 members 
Mstep: Class 3 contains 7911 members 
Mstep: Class 4 contains 22944 members 
Mstep: Class 5 contains 13202 members 
Mstep: Class 6 contains 38223 members 
Mstep: Class 7 contains 150281 members 
Mstep: Class 8 contains 27198 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15940 members 
Mstep: Class 11 contains 13334 members 
Mstep: Class 12 contains 33334 members 
Mstep: Class 13 contains 31429 members 
Mstep: Class 14 contains 70445 members 
Mstep: Class 15 contains 11856 members 
Mstep: Class 16 contains 130520 members 
Mstep: Class 17 contains 54049 members 
Mstep: Class 18 contains 229510 members 
Mstep: Class 19 contains 11242 members 
Mstep: Class 20 contains 55505 members 
Mstep: Class 21 contains 108133 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7792 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27215 members 
Mstep: Class 26 contains 11452 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 251439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158464960.000000 Penalty: 104923.953125
Iteration 164Q: 31 clusters Score -1.58465e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6332 members 
Mstep: Class 3 contains 7915 members 
Mstep: Class 4 contains 22887 members 
Mstep: Class 5 contains 13203 members 
Mstep: Class 6 contains 38222 members 
Mstep: Class 7 contains 150282 members 
Mstep: Class 8 contains 27186 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15916 members 
Mstep: Class 11 contains 13326 members 
Mstep: Class 12 contains 33230 members 
Mstep: Class 13 contains 31433 members 
Mstep: Class 14 contains 70439 members 
Mstep: Class 15 contains 12299 members 
Mstep: Class 16 contains 130496 members 
Mstep: Class 17 contains 54035 members 
Mstep: Class 18 contains 229421 members 
Mstep: Class 19 contains 11229 members 
Mstep: Class 20 contains 55504 members 
Mstep: Class 21 contains 108133 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7791 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27275 members 
Mstep: Class 26 contains 11462 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 251271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158464992.000000 Penalty: 104923.953125
Iteration 165Q: 31 clusters Score -1.58465e+08 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6332 members 
Mstep: Class 3 contains 7921 members 
Mstep: Class 4 contains 22848 members 
Mstep: Class 5 contains 13208 members 
Mstep: Class 6 contains 38225 members 
Mstep: Class 7 contains 150277 members 
Mstep: Class 8 contains 27163 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15915 members 
Mstep: Class 11 contains 13307 members 
Mstep: Class 12 contains 33147 members 
Mstep: Class 13 contains 31435 members 
Mstep: Class 14 contains 70413 members 
Mstep: Class 15 contains 12707 members 
Mstep: Class 16 contains 130472 members 
Mstep: Class 17 contains 54023 members 
Mstep: Class 18 contains 229338 members 
Mstep: Class 19 contains 11223 members 
Mstep: Class 20 contains 55498 members 
Mstep: Class 21 contains 108133 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7790 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27343 members 
Mstep: Class 26 contains 11468 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 251101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158465232.000000 Penalty: 104923.953125
Iteration 166Q: 31 clusters Score -1.584652e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 22813 members 
Mstep: Class 5 contains 13212 members 
Mstep: Class 6 contains 38224 members 
Mstep: Class 7 contains 150280 members 
Mstep: Class 8 contains 27148 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15917 members 
Mstep: Class 11 contains 13299 members 
Mstep: Class 12 contains 33072 members 
Mstep: Class 13 contains 31432 members 
Mstep: Class 14 contains 70384 members 
Mstep: Class 15 contains 13081 members 
Mstep: Class 16 contains 130451 members 
Mstep: Class 17 contains 54028 members 
Mstep: Class 18 contains 229281 members 
Mstep: Class 19 contains 11229 members 
Mstep: Class 20 contains 55492 members 
Mstep: Class 21 contains 108137 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7790 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27389 members 
Mstep: Class 26 contains 11471 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 250901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158465696.000000 Penalty: 104923.953125
Iteration 167Q: 31 clusters Score -1.584657e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7930 members 
Mstep: Class 4 contains 22781 members 
Mstep: Class 5 contains 13207 members 
Mstep: Class 6 contains 38226 members 
Mstep: Class 7 contains 150281 members 
Mstep: Class 8 contains 27137 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15897 members 
Mstep: Class 11 contains 13291 members 
Mstep: Class 12 contains 32997 members 
Mstep: Class 13 contains 31436 members 
Mstep: Class 14 contains 70344 members 
Mstep: Class 15 contains 13452 members 
Mstep: Class 16 contains 130439 members 
Mstep: Class 17 contains 54038 members 
Mstep: Class 18 contains 229218 members 
Mstep: Class 19 contains 11223 members 
Mstep: Class 20 contains 55494 members 
Mstep: Class 21 contains 108137 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7790 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27433 members 
Mstep: Class 26 contains 11480 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 250725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158465792.000000 Penalty: 104923.953125
Iteration 168Q: 31 clusters Score -1.584658e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7937 members 
Mstep: Class 4 contains 22752 members 
Mstep: Class 5 contains 13208 members 
Mstep: Class 6 contains 38228 members 
Mstep: Class 7 contains 150278 members 
Mstep: Class 8 contains 27122 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15876 members 
Mstep: Class 11 contains 13285 members 
Mstep: Class 12 contains 32914 members 
Mstep: Class 13 contains 31438 members 
Mstep: Class 14 contains 70315 members 
Mstep: Class 15 contains 13815 members 
Mstep: Class 16 contains 130410 members 
Mstep: Class 17 contains 54054 members 
Mstep: Class 18 contains 229166 members 
Mstep: Class 19 contains 11213 members 
Mstep: Class 20 contains 55499 members 
Mstep: Class 21 contains 108136 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7790 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27473 members 
Mstep: Class 26 contains 11487 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 250559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158466176.000000 Penalty: 104923.953125
Iteration 169Q: 31 clusters Score -1.584662e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6330 members 
Mstep: Class 3 contains 7941 members 
Mstep: Class 4 contains 22715 members 
Mstep: Class 5 contains 13200 members 
Mstep: Class 6 contains 38227 members 
Mstep: Class 7 contains 150270 members 
Mstep: Class 8 contains 27105 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15862 members 
Mstep: Class 11 contains 13277 members 
Mstep: Class 12 contains 32841 members 
Mstep: Class 13 contains 31438 members 
Mstep: Class 14 contains 70308 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 130395 members 
Mstep: Class 17 contains 54068 members 
Mstep: Class 18 contains 229110 members 
Mstep: Class 19 contains 11213 members 
Mstep: Class 20 contains 55492 members 
Mstep: Class 21 contains 108139 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7790 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27502 members 
Mstep: Class 26 contains 11495 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 250406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158466656.000000 Penalty: 104923.953125
Iteration 170Q: 31 clusters Score -1.584667e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6330 members 
Mstep: Class 3 contains 7943 members 
Mstep: Class 4 contains 22685 members 
Mstep: Class 5 contains 13195 members 
Mstep: Class 6 contains 38229 members 
Mstep: Class 7 contains 150256 members 
Mstep: Class 8 contains 27088 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15844 members 
Mstep: Class 11 contains 13270 members 
Mstep: Class 12 contains 32775 members 
Mstep: Class 13 contains 31438 members 
Mstep: Class 14 contains 70313 members 
Mstep: Class 15 contains 14445 members 
Mstep: Class 16 contains 130380 members 
Mstep: Class 17 contains 54083 members 
Mstep: Class 18 contains 229067 members 
Mstep: Class 19 contains 11210 members 
Mstep: Class 20 contains 55498 members 
Mstep: Class 21 contains 108139 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7791 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27542 members 
Mstep: Class 26 contains 11504 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 250261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158466912.000000 Penalty: 104923.953125
Iteration 171Q: 31 clusters Score -1.584669e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6330 members 
Mstep: Class 3 contains 7948 members 
Mstep: Class 4 contains 22657 members 
Mstep: Class 5 contains 13189 members 
Mstep: Class 6 contains 38232 members 
Mstep: Class 7 contains 150244 members 
Mstep: Class 8 contains 27074 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15844 members 
Mstep: Class 11 contains 13266 members 
Mstep: Class 12 contains 32720 members 
Mstep: Class 13 contains 31439 members 
Mstep: Class 14 contains 70316 members 
Mstep: Class 15 contains 14696 members 
Mstep: Class 16 contains 130369 members 
Mstep: Class 17 contains 54107 members 
Mstep: Class 18 contains 229027 members 
Mstep: Class 19 contains 11205 members 
Mstep: Class 20 contains 55499 members 
Mstep: Class 21 contains 108141 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7791 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27563 members 
Mstep: Class 26 contains 11506 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 250123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467088.000000 Penalty: 104923.953125
Iteration 172Q: 31 clusters Score -1.584671e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6330 members 
Mstep: Class 3 contains 7950 members 
Mstep: Class 4 contains 22628 members 
Mstep: Class 5 contains 13177 members 
Mstep: Class 6 contains 38229 members 
Mstep: Class 7 contains 150235 members 
Mstep: Class 8 contains 27058 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15831 members 
Mstep: Class 11 contains 13259 members 
Mstep: Class 12 contains 32663 members 
Mstep: Class 13 contains 31438 members 
Mstep: Class 14 contains 70302 members 
Mstep: Class 15 contains 14919 members 
Mstep: Class 16 contains 130358 members 
Mstep: Class 17 contains 54130 members 
Mstep: Class 18 contains 229010 members 
Mstep: Class 19 contains 11200 members 
Mstep: Class 20 contains 55505 members 
Mstep: Class 21 contains 108139 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7791 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27578 members 
Mstep: Class 26 contains 11511 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 250045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467360.000000 Penalty: 104923.953125
Iteration 173Q: 31 clusters Score -1.584674e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6329 members 
Mstep: Class 3 contains 7952 members 
Mstep: Class 4 contains 22607 members 
Mstep: Class 5 contains 13161 members 
Mstep: Class 6 contains 38228 members 
Mstep: Class 7 contains 150223 members 
Mstep: Class 8 contains 27047 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15829 members 
Mstep: Class 11 contains 13257 members 
Mstep: Class 12 contains 32617 members 
Mstep: Class 13 contains 31438 members 
Mstep: Class 14 contains 70287 members 
Mstep: Class 15 contains 15111 members 
Mstep: Class 16 contains 130364 members 
Mstep: Class 17 contains 54157 members 
Mstep: Class 18 contains 228988 members 
Mstep: Class 19 contains 11196 members 
Mstep: Class 20 contains 55511 members 
Mstep: Class 21 contains 108139 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7791 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27594 members 
Mstep: Class 26 contains 11514 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467552.000000 Penalty: 104923.953125
Iteration 174Q: 31 clusters Score -1.584676e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6329 members 
Mstep: Class 3 contains 7955 members 
Mstep: Class 4 contains 22584 members 
Mstep: Class 5 contains 13146 members 
Mstep: Class 6 contains 38227 members 
Mstep: Class 7 contains 150219 members 
Mstep: Class 8 contains 27039 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15824 members 
Mstep: Class 11 contains 13248 members 
Mstep: Class 12 contains 32590 members 
Mstep: Class 13 contains 31435 members 
Mstep: Class 14 contains 70281 members 
Mstep: Class 15 contains 15271 members 
Mstep: Class 16 contains 130359 members 
Mstep: Class 17 contains 54170 members 
Mstep: Class 18 contains 228976 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 55514 members 
Mstep: Class 21 contains 108138 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7791 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27602 members 
Mstep: Class 26 contains 11515 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467680.000000 Penalty: 104923.953125
Iteration 175Q: 31 clusters Score -1.584677e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6327 members 
Mstep: Class 3 contains 7957 members 
Mstep: Class 4 contains 22566 members 
Mstep: Class 5 contains 13142 members 
Mstep: Class 6 contains 38231 members 
Mstep: Class 7 contains 150209 members 
Mstep: Class 8 contains 27032 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15820 members 
Mstep: Class 11 contains 13246 members 
Mstep: Class 12 contains 32558 members 
Mstep: Class 13 contains 31431 members 
Mstep: Class 14 contains 70287 members 
Mstep: Class 15 contains 15435 members 
Mstep: Class 16 contains 130359 members 
Mstep: Class 17 contains 54184 members 
Mstep: Class 18 contains 228969 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 55516 members 
Mstep: Class 21 contains 108140 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7791 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27605 members 
Mstep: Class 26 contains 11515 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467984.000000 Penalty: 104923.953125
Iteration 176Q: 31 clusters Score -1.58468e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6327 members 
Mstep: Class 3 contains 7958 members 
Mstep: Class 4 contains 22550 members 
Mstep: Class 5 contains 13141 members 
Mstep: Class 6 contains 38232 members 
Mstep: Class 7 contains 150209 members 
Mstep: Class 8 contains 27028 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15822 members 
Mstep: Class 11 contains 13235 members 
Mstep: Class 12 contains 32541 members 
Mstep: Class 13 contains 31432 members 
Mstep: Class 14 contains 70277 members 
Mstep: Class 15 contains 15575 members 
Mstep: Class 16 contains 130359 members 
Mstep: Class 17 contains 54198 members 
Mstep: Class 18 contains 228956 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 55516 members 
Mstep: Class 21 contains 108140 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7791 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27594 members 
Mstep: Class 26 contains 11515 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468384.000000 Penalty: 104923.953125
Iteration 177Q: 31 clusters Score -1.584684e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6328 members 
Mstep: Class 3 contains 7958 members 
Mstep: Class 4 contains 22542 members 
Mstep: Class 5 contains 13134 members 
Mstep: Class 6 contains 38232 members 
Mstep: Class 7 contains 150201 members 
Mstep: Class 8 contains 27024 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15828 members 
Mstep: Class 11 contains 13229 members 
Mstep: Class 12 contains 32516 members 
Mstep: Class 13 contains 31432 members 
Mstep: Class 14 contains 70260 members 
Mstep: Class 15 contains 15710 members 
Mstep: Class 16 contains 130356 members 
Mstep: Class 17 contains 54218 members 
Mstep: Class 18 contains 228954 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 55515 members 
Mstep: Class 21 contains 108142 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7791 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27579 members 
Mstep: Class 26 contains 11516 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468192.000000 Penalty: 104923.953125
Iteration 178Q: 31 clusters Score -1.584682e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6329 members 
Mstep: Class 3 contains 7958 members 
Mstep: Class 4 contains 22539 members 
Mstep: Class 5 contains 13129 members 
Mstep: Class 6 contains 38231 members 
Mstep: Class 7 contains 150196 members 
Mstep: Class 8 contains 27022 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15836 members 
Mstep: Class 11 contains 13229 members 
Mstep: Class 12 contains 32491 members 
Mstep: Class 13 contains 31432 members 
Mstep: Class 14 contains 70238 members 
Mstep: Class 15 contains 15835 members 
Mstep: Class 16 contains 130346 members 
Mstep: Class 17 contains 54240 members 
Mstep: Class 18 contains 228949 members 
Mstep: Class 19 contains 11190 members 
Mstep: Class 20 contains 55513 members 
Mstep: Class 21 contains 108143 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7792 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27573 members 
Mstep: Class 26 contains 11516 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468256.000000 Penalty: 104923.953125
Iteration 179Q: 31 clusters Score -1.584683e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6329 members 
Mstep: Class 3 contains 7960 members 
Mstep: Class 4 contains 22529 members 
Mstep: Class 5 contains 13116 members 
Mstep: Class 6 contains 38232 members 
Mstep: Class 7 contains 150186 members 
Mstep: Class 8 contains 27019 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15838 members 
Mstep: Class 11 contains 13235 members 
Mstep: Class 12 contains 32464 members 
Mstep: Class 13 contains 31432 members 
Mstep: Class 14 contains 70217 members 
Mstep: Class 15 contains 15958 members 
Mstep: Class 16 contains 130342 members 
Mstep: Class 17 contains 54257 members 
Mstep: Class 18 contains 228944 members 
Mstep: Class 19 contains 11190 members 
Mstep: Class 20 contains 55517 members 
Mstep: Class 21 contains 108147 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7792 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27575 members 
Mstep: Class 26 contains 11518 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468288.000000 Penalty: 104923.953125
Iteration 180F: 31 clusters Score -1.584683e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6329 members 
Mstep: Class 3 contains 7965 members 
Mstep: Class 4 contains 22517 members 
Mstep: Class 5 contains 13106 members 
Mstep: Class 6 contains 38232 members 
Mstep: Class 7 contains 150181 members 
Mstep: Class 8 contains 27013 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15837 members 
Mstep: Class 11 contains 13234 members 
Mstep: Class 12 contains 32440 members 
Mstep: Class 13 contains 31430 members 
Mstep: Class 14 contains 70211 members 
Mstep: Class 15 contains 16066 members 
Mstep: Class 16 contains 130336 members 
Mstep: Class 17 contains 54271 members 
Mstep: Class 18 contains 228942 members 
Mstep: Class 19 contains 11187 members 
Mstep: Class 20 contains 55520 members 
Mstep: Class 21 contains 108149 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7792 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27571 members 
Mstep: Class 26 contains 11520 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468320.000000 Penalty: 104923.953125
Iteration 181Q: 31 clusters Score -1.584683e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6329 members 
Mstep: Class 3 contains 7968 members 
Mstep: Class 4 contains 22504 members 
Mstep: Class 5 contains 13099 members 
Mstep: Class 6 contains 38233 members 
Mstep: Class 7 contains 150171 members 
Mstep: Class 8 contains 27009 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15841 members 
Mstep: Class 11 contains 13229 members 
Mstep: Class 12 contains 32423 members 
Mstep: Class 13 contains 31429 members 
Mstep: Class 14 contains 70196 members 
Mstep: Class 15 contains 16170 members 
Mstep: Class 16 contains 130330 members 
Mstep: Class 17 contains 54282 members 
Mstep: Class 18 contains 228928 members 
Mstep: Class 19 contains 11188 members 
Mstep: Class 20 contains 55523 members 
Mstep: Class 21 contains 108154 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7792 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27568 members 
Mstep: Class 26 contains 11523 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468352.000000 Penalty: 104923.953125
Iteration 182Q: 31 clusters Score -1.584684e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6329 members 
Mstep: Class 3 contains 7971 members 
Mstep: Class 4 contains 22486 members 
Mstep: Class 5 contains 13092 members 
Mstep: Class 6 contains 38234 members 
Mstep: Class 7 contains 150170 members 
Mstep: Class 8 contains 27008 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15843 members 
Mstep: Class 11 contains 13227 members 
Mstep: Class 12 contains 32411 members 
Mstep: Class 13 contains 31429 members 
Mstep: Class 14 contains 70176 members 
Mstep: Class 15 contains 16288 members 
Mstep: Class 16 contains 130327 members 
Mstep: Class 17 contains 54283 members 
Mstep: Class 18 contains 228921 members 
Mstep: Class 19 contains 11187 members 
Mstep: Class 20 contains 55528 members 
Mstep: Class 21 contains 108155 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7792 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27561 members 
Mstep: Class 26 contains 11526 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468128.000000 Penalty: 104923.953125
Iteration 183Q: 31 clusters Score -1.584681e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6329 members 
Mstep: Class 3 contains 7976 members 
Mstep: Class 4 contains 22473 members 
Mstep: Class 5 contains 13087 members 
Mstep: Class 6 contains 38235 members 
Mstep: Class 7 contains 150170 members 
Mstep: Class 8 contains 27006 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15843 members 
Mstep: Class 11 contains 13225 members 
Mstep: Class 12 contains 32400 members 
Mstep: Class 13 contains 31427 members 
Mstep: Class 14 contains 70155 members 
Mstep: Class 15 contains 16385 members 
Mstep: Class 16 contains 130321 members 
Mstep: Class 17 contains 54287 members 
Mstep: Class 18 contains 228909 members 
Mstep: Class 19 contains 11185 members 
Mstep: Class 20 contains 55532 members 
Mstep: Class 21 contains 108153 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7791 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27555 members 
Mstep: Class 26 contains 11529 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468320.000000 Penalty: 104923.953125
Iteration 184Q: 31 clusters Score -1.584683e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6329 members 
Mstep: Class 3 contains 7976 members 
Mstep: Class 4 contains 22465 members 
Mstep: Class 5 contains 13079 members 
Mstep: Class 6 contains 38233 members 
Mstep: Class 7 contains 150169 members 
Mstep: Class 8 contains 27006 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15845 members 
Mstep: Class 11 contains 13222 members 
Mstep: Class 12 contains 32379 members 
Mstep: Class 13 contains 31426 members 
Mstep: Class 14 contains 70138 members 
Mstep: Class 15 contains 16472 members 
Mstep: Class 16 contains 130324 members 
Mstep: Class 17 contains 54293 members 
Mstep: Class 18 contains 228898 members 
Mstep: Class 19 contains 11186 members 
Mstep: Class 20 contains 55529 members 
Mstep: Class 21 contains 108152 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7791 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27559 members 
Mstep: Class 26 contains 11529 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468288.000000 Penalty: 104923.953125
Iteration 185Q: 31 clusters Score -1.584683e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6329 members 
Mstep: Class 3 contains 7977 members 
Mstep: Class 4 contains 22454 members 
Mstep: Class 5 contains 13080 members 
Mstep: Class 6 contains 38234 members 
Mstep: Class 7 contains 150163 members 
Mstep: Class 8 contains 27002 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15846 members 
Mstep: Class 11 contains 13221 members 
Mstep: Class 12 contains 32353 members 
Mstep: Class 13 contains 31426 members 
Mstep: Class 14 contains 70126 members 
Mstep: Class 15 contains 16551 members 
Mstep: Class 16 contains 130317 members 
Mstep: Class 17 contains 54299 members 
Mstep: Class 18 contains 228890 members 
Mstep: Class 19 contains 11189 members 
Mstep: Class 20 contains 55526 members 
Mstep: Class 21 contains 108150 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7791 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27554 members 
Mstep: Class 26 contains 11529 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468304.000000 Penalty: 104923.953125
Iteration 186Q: 31 clusters Score -1.584683e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6329 members 
Mstep: Class 3 contains 7978 members 
Mstep: Class 4 contains 22443 members 
Mstep: Class 5 contains 13074 members 
Mstep: Class 6 contains 38234 members 
Mstep: Class 7 contains 150160 members 
Mstep: Class 8 contains 26998 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15845 members 
Mstep: Class 11 contains 13221 members 
Mstep: Class 12 contains 32331 members 
Mstep: Class 13 contains 31428 members 
Mstep: Class 14 contains 70118 members 
Mstep: Class 15 contains 16624 members 
Mstep: Class 16 contains 130313 members 
Mstep: Class 17 contains 54309 members 
Mstep: Class 18 contains 228877 members 
Mstep: Class 19 contains 11195 members 
Mstep: Class 20 contains 55523 members 
Mstep: Class 21 contains 108151 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7791 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27547 members 
Mstep: Class 26 contains 11529 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249268 members 
Entering Unmasked Estep 
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Iteration 187Q: 31 clusters Score -1.584681e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6329 members 
Mstep: Class 3 contains 7980 members 
Mstep: Class 4 contains 22434 members 
Mstep: Class 5 contains 13072 members 
Mstep: Class 6 contains 38233 members 
Mstep: Class 7 contains 150159 members 
Mstep: Class 8 contains 26996 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15843 members 
Mstep: Class 11 contains 13223 members 
Mstep: Class 12 contains 32308 members 
Mstep: Class 13 contains 31428 members 
Mstep: Class 14 contains 70116 members 
Mstep: Class 15 contains 16684 members 
Mstep: Class 16 contains 130315 members 
Mstep: Class 17 contains 54314 members 
Mstep: Class 18 contains 228864 members 
Mstep: Class 19 contains 11196 members 
Mstep: Class 20 contains 55523 members 
Mstep: Class 21 contains 108150 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7790 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27542 members 
Mstep: Class 26 contains 11531 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468320.000000 Penalty: 104923.953125
Iteration 188Q: 31 clusters Score -1.584683e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6330 members 
Mstep: Class 3 contains 7977 members 
Mstep: Class 4 contains 22427 members 
Mstep: Class 5 contains 13063 members 
Mstep: Class 6 contains 38233 members 
Mstep: Class 7 contains 150160 members 
Mstep: Class 8 contains 26993 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15843 members 
Mstep: Class 11 contains 13217 members 
Mstep: Class 12 contains 32298 members 
Mstep: Class 13 contains 31428 members 
Mstep: Class 14 contains 70117 members 
Mstep: Class 15 contains 16743 members 
Mstep: Class 16 contains 130314 members 
Mstep: Class 17 contains 54312 members 
Mstep: Class 18 contains 228856 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 55521 members 
Mstep: Class 21 contains 108149 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7790 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27540 members 
Mstep: Class 26 contains 11531 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249246 members 
Entering Unmasked Estep 
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Iteration 189Q: 31 clusters Score -1.584683e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6330 members 
Mstep: Class 3 contains 7977 members 
Mstep: Class 4 contains 22422 members 
Mstep: Class 5 contains 13062 members 
Mstep: Class 6 contains 38231 members 
Mstep: Class 7 contains 150158 members 
Mstep: Class 8 contains 26987 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15838 members 
Mstep: Class 11 contains 13216 members 
Mstep: Class 12 contains 32289 members 
Mstep: Class 13 contains 31428 members 
Mstep: Class 14 contains 70117 members 
Mstep: Class 15 contains 16794 members 
Mstep: Class 16 contains 130311 members 
Mstep: Class 17 contains 54318 members 
Mstep: Class 18 contains 228841 members 
Mstep: Class 19 contains 11199 members 
Mstep: Class 20 contains 55519 members 
Mstep: Class 21 contains 108150 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7789 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27537 members 
Mstep: Class 26 contains 11532 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468272.000000 Penalty: 104923.953125
Iteration 190Q: 31 clusters Score -1.584683e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6330 members 
Mstep: Class 3 contains 7977 members 
Mstep: Class 4 contains 22423 members 
Mstep: Class 5 contains 13060 members 
Mstep: Class 6 contains 38233 members 
Mstep: Class 7 contains 150158 members 
Mstep: Class 8 contains 26987 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15833 members 
Mstep: Class 11 contains 13213 members 
Mstep: Class 12 contains 32282 members 
Mstep: Class 13 contains 31429 members 
Mstep: Class 14 contains 70118 members 
Mstep: Class 15 contains 16840 members 
Mstep: Class 16 contains 130308 members 
Mstep: Class 17 contains 54321 members 
Mstep: Class 18 contains 228836 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 55520 members 
Mstep: Class 21 contains 108150 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7788 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27534 members 
Mstep: Class 26 contains 11533 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468160.000000 Penalty: 104923.953125
Iteration 191Q: 31 clusters Score -1.584682e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6330 members 
Mstep: Class 3 contains 7977 members 
Mstep: Class 4 contains 22422 members 
Mstep: Class 5 contains 13060 members 
Mstep: Class 6 contains 38235 members 
Mstep: Class 7 contains 150156 members 
Mstep: Class 8 contains 26987 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15829 members 
Mstep: Class 11 contains 13212 members 
Mstep: Class 12 contains 32269 members 
Mstep: Class 13 contains 31429 members 
Mstep: Class 14 contains 70116 members 
Mstep: Class 15 contains 16885 members 
Mstep: Class 16 contains 130309 members 
Mstep: Class 17 contains 54323 members 
Mstep: Class 18 contains 228834 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 55521 members 
Mstep: Class 21 contains 108150 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7787 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27532 members 
Mstep: Class 26 contains 11533 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468144.000000 Penalty: 104923.953125
Iteration 192Q: 31 clusters Score -1.584681e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6330 members 
Mstep: Class 3 contains 7977 members 
Mstep: Class 4 contains 22418 members 
Mstep: Class 5 contains 13053 members 
Mstep: Class 6 contains 38236 members 
Mstep: Class 7 contains 150154 members 
Mstep: Class 8 contains 26984 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15824 members 
Mstep: Class 11 contains 13209 members 
Mstep: Class 12 contains 32264 members 
Mstep: Class 13 contains 31430 members 
Mstep: Class 14 contains 70115 members 
Mstep: Class 15 contains 16935 members 
Mstep: Class 16 contains 130305 members 
Mstep: Class 17 contains 54326 members 
Mstep: Class 18 contains 228833 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 55521 members 
Mstep: Class 21 contains 108151 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7787 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27532 members 
Mstep: Class 26 contains 11533 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468160.000000 Penalty: 104923.953125
Iteration 193Q: 31 clusters Score -1.584682e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6330 members 
Mstep: Class 3 contains 7977 members 
Mstep: Class 4 contains 22417 members 
Mstep: Class 5 contains 13043 members 
Mstep: Class 6 contains 38239 members 
Mstep: Class 7 contains 150152 members 
Mstep: Class 8 contains 26983 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15818 members 
Mstep: Class 11 contains 13212 members 
Mstep: Class 12 contains 32260 members 
Mstep: Class 13 contains 31428 members 
Mstep: Class 14 contains 70115 members 
Mstep: Class 15 contains 16992 members 
Mstep: Class 16 contains 130300 members 
Mstep: Class 17 contains 54328 members 
Mstep: Class 18 contains 228834 members 
Mstep: Class 19 contains 11197 members 
Mstep: Class 20 contains 55520 members 
Mstep: Class 21 contains 108152 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7788 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27531 members 
Mstep: Class 26 contains 11533 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468032.000000 Penalty: 104923.953125
Iteration 194Q: 31 clusters Score -1.58468e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6330 members 
Mstep: Class 3 contains 7977 members 
Mstep: Class 4 contains 22415 members 
Mstep: Class 5 contains 13035 members 
Mstep: Class 6 contains 38242 members 
Mstep: Class 7 contains 150151 members 
Mstep: Class 8 contains 26981 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15813 members 
Mstep: Class 11 contains 13214 members 
Mstep: Class 12 contains 32248 members 
Mstep: Class 13 contains 31429 members 
Mstep: Class 14 contains 70108 members 
Mstep: Class 15 contains 17047 members 
Mstep: Class 16 contains 130295 members 
Mstep: Class 17 contains 54336 members 
Mstep: Class 18 contains 228832 members 
Mstep: Class 19 contains 11197 members 
Mstep: Class 20 contains 55519 members 
Mstep: Class 21 contains 108153 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7788 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27522 members 
Mstep: Class 26 contains 11533 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467968.000000 Penalty: 104923.953125
Iteration 195Q: 31 clusters Score -1.58468e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6330 members 
Mstep: Class 3 contains 7977 members 
Mstep: Class 4 contains 22415 members 
Mstep: Class 5 contains 13028 members 
Mstep: Class 6 contains 38244 members 
Mstep: Class 7 contains 150153 members 
Mstep: Class 8 contains 26979 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15810 members 
Mstep: Class 11 contains 13215 members 
Mstep: Class 12 contains 32234 members 
Mstep: Class 13 contains 31432 members 
Mstep: Class 14 contains 70095 members 
Mstep: Class 15 contains 17091 members 
Mstep: Class 16 contains 130291 members 
Mstep: Class 17 contains 54346 members 
Mstep: Class 18 contains 228824 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 55519 members 
Mstep: Class 21 contains 108151 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7787 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27523 members 
Mstep: Class 26 contains 11533 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467968.000000 Penalty: 104923.953125
Iteration 196Q: 31 clusters Score -1.58468e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6330 members 
Mstep: Class 3 contains 7977 members 
Mstep: Class 4 contains 22418 members 
Mstep: Class 5 contains 13024 members 
Mstep: Class 6 contains 38244 members 
Mstep: Class 7 contains 150156 members 
Mstep: Class 8 contains 26978 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15809 members 
Mstep: Class 11 contains 13218 members 
Mstep: Class 12 contains 32225 members 
Mstep: Class 13 contains 31434 members 
Mstep: Class 14 contains 70087 members 
Mstep: Class 15 contains 17132 members 
Mstep: Class 16 contains 130284 members 
Mstep: Class 17 contains 54352 members 
Mstep: Class 18 contains 228816 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 55519 members 
Mstep: Class 21 contains 108150 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7786 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27517 members 
Mstep: Class 26 contains 11534 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468016.000000 Penalty: 104923.953125
Iteration 197Q: 31 clusters Score -1.58468e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7978 members 
Mstep: Class 4 contains 22417 members 
Mstep: Class 5 contains 13022 members 
Mstep: Class 6 contains 38244 members 
Mstep: Class 7 contains 150157 members 
Mstep: Class 8 contains 26976 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15808 members 
Mstep: Class 11 contains 13218 members 
Mstep: Class 12 contains 32221 members 
Mstep: Class 13 contains 31436 members 
Mstep: Class 14 contains 70081 members 
Mstep: Class 15 contains 17161 members 
Mstep: Class 16 contains 130276 members 
Mstep: Class 17 contains 54349 members 
Mstep: Class 18 contains 228804 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 55519 members 
Mstep: Class 21 contains 108149 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7785 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27515 members 
Mstep: Class 26 contains 11536 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468080.000000 Penalty: 104923.953125
Iteration 198Q: 31 clusters Score -1.584681e+08 nChanged 78
Entering ConstructFrom: 
Score: -158468080.000000 Penalty: 104923.953125
Entering ConstructFrom: 
Trying to split cluster 1 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -58340.859375 Penalty: 1553.322754
	Iteration 0F: 2 clusters Score -58340.86 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 273 members 
Entering Unmasked Estep 
Score: -56812.875000 Penalty: 3106.645508
	Iteration 0F: 3 clusters Score -56812.88 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -56971.273438 Penalty: 3106.645508
	Iteration 1F: 3 clusters Score -56971.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57030.042969 Penalty: 3106.645508
	Iteration 2Q: 3 clusters Score -57030.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -57074.609375 Penalty: 3106.645508
	Iteration 3Q: 3 clusters Score -57074.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -57093.425781 Penalty: 3106.645508
	Iteration 4Q: 3 clusters Score -57093.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -57102.835938 Penalty: 3106.645508
	Iteration 5Q: 3 clusters Score -57102.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -57111.906250 Penalty: 3106.645508
	Iteration 6Q: 3 clusters Score -57111.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -57117.566406 Penalty: 3106.645508
	Iteration 7Q: 3 clusters Score -57117.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -57131.554688 Penalty: 3106.645508
	Iteration 8Q: 3 clusters Score -57131.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -57152.601562 Penalty: 3106.645508
	Iteration 9Q: 3 clusters Score -57152.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57186.886719 Penalty: 3106.645508
	Iteration 10Q: 3 clusters Score -57186.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -57219.730469 Penalty: 3106.645508
	Iteration 11Q: 3 clusters Score -57219.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57239.468750 Penalty: 3106.645508
	Iteration 12Q: 3 clusters Score -57239.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57250.968750 Penalty: 3106.645508
	Iteration 13Q: 3 clusters Score -57250.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57262.082031 Penalty: 3106.645508
	Iteration 14Q: 3 clusters Score -57262.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57266.132812 Penalty: 3106.645508
	Iteration 15Q: 3 clusters Score -57266.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -57270.445312 Penalty: 3106.645508
	Iteration 16Q: 3 clusters Score -57270.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -57270.445312 Penalty: 3106.645508
	Iteration 17F: 3 clusters Score -57270.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Entering Unmasked Estep 
Score: -730343.437500 Penalty: 2170.797119
	Iteration 0F: 2 clusters Score -730343.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -725019.000000 Penalty: 4341.594238
	Iteration 0F: 3 clusters Score -725019 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -726396.187500 Penalty: 4341.594238
	Iteration 1F: 3 clusters Score -726396.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -726633.687500 Penalty: 4341.594238
	Iteration 2F: 3 clusters Score -726633.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -726787.500000 Penalty: 4341.594238
	Iteration 3F: 3 clusters Score -726787.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -726891.375000 Penalty: 4341.594238
	Iteration 4Q: 3 clusters Score -726891.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -726968.250000 Penalty: 4341.594238
	Iteration 5Q: 3 clusters Score -726968.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -727032.937500 Penalty: 4341.594238
	Iteration 6Q: 3 clusters Score -727032.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -727100.375000 Penalty: 4341.594238
	Iteration 7Q: 3 clusters Score -727100.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -727164.312500 Penalty: 4341.594238
	Iteration 8Q: 3 clusters Score -727164.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -727219.812500 Penalty: 4341.594238
	Iteration 9Q: 3 clusters Score -727219.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -727280.062500 Penalty: 4341.594238
	Iteration 10Q: 3 clusters Score -727280.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -727344.437500 Penalty: 4341.594238
	Iteration 11Q: 3 clusters Score -727344.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -727420.437500 Penalty: 4341.594238
	Iteration 12Q: 3 clusters Score -727420.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -727504.687500 Penalty: 4341.594238
	Iteration 13Q: 3 clusters Score -727504.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -727579.437500 Penalty: 4341.594238
	Iteration 14Q: 3 clusters Score -727579.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -727664.375000 Penalty: 4341.594238
	Iteration 15Q: 3 clusters Score -727664.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -727748.062500 Penalty: 4341.594238
	Iteration 16Q: 3 clusters Score -727748.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -727842.187500 Penalty: 4341.594238
	Iteration 17Q: 3 clusters Score -727842.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -727952.250000 Penalty: 4341.594238
	Iteration 18Q: 3 clusters Score -727952.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -728052.687500 Penalty: 4341.594238
	Iteration 19Q: 3 clusters Score -728052.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -728133.625000 Penalty: 4341.594238
	Iteration 20F: 3 clusters Score -728133.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -728208.812500 Penalty: 4341.594238
	Iteration 21Q: 3 clusters Score -728208.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -728279.250000 Penalty: 4341.594238
	Iteration 22Q: 3 clusters Score -728279.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -728332.750000 Penalty: 4341.594238
	Iteration 23Q: 3 clusters Score -728332.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -728376.187500 Penalty: 4341.594238
	Iteration 24Q: 3 clusters Score -728376.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -728411.750000 Penalty: 4341.594238
	Iteration 25Q: 3 clusters Score -728411.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -728439.500000 Penalty: 4341.594238
	Iteration 26Q: 3 clusters Score -728439.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -728461.437500 Penalty: 4341.594238
	Iteration 27Q: 3 clusters Score -728461.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -728474.687500 Penalty: 4341.594238
	Iteration 28Q: 3 clusters Score -728474.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -728485.000000 Penalty: 4341.594238
	Iteration 29Q: 3 clusters Score -728485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -728491.937500 Penalty: 4341.594238
	Iteration 30Q: 3 clusters Score -728491.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -728497.187500 Penalty: 4341.594238
	Iteration 31Q: 3 clusters Score -728497.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -728506.125000 Penalty: 4341.594238
	Iteration 32Q: 3 clusters Score -728506.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -728511.437500 Penalty: 4341.594238
	Iteration 33Q: 3 clusters Score -728511.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -728514.125000 Penalty: 4341.594238
	Iteration 34Q: 3 clusters Score -728514.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -728516.937500 Penalty: 4341.594238
	Iteration 35Q: 3 clusters Score -728516.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -728517.062500 Penalty: 4341.594238
	Iteration 36Q: 3 clusters Score -728517.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -728517.062500 Penalty: 4341.594238
	Iteration 37F: 3 clusters Score -728517.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Entering Unmasked Estep 
Score: -972601.562500 Penalty: 2228.141846
	Iteration 0F: 2 clusters Score -972601.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -966288.625000 Penalty: 4456.283691
	Iteration 0F: 3 clusters Score -966288.6 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -968063.250000 Penalty: 4456.283691
	Iteration 1F: 3 clusters Score -968063.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -968404.437500 Penalty: 4456.283691
	Iteration 2F: 3 clusters Score -968404.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -968686.250000 Penalty: 4456.283691
	Iteration 3F: 3 clusters Score -968686.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -968910.250000 Penalty: 4456.283691
	Iteration 4F: 3 clusters Score -968910.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -969128.062500 Penalty: 4456.283691
	Iteration 5Q: 3 clusters Score -969128.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -969327.312500 Penalty: 4456.283691
	Iteration 6Q: 3 clusters Score -969327.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -969489.937500 Penalty: 4456.283691
	Iteration 7Q: 3 clusters Score -969489.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -969628.312500 Penalty: 4456.283691
	Iteration 8Q: 3 clusters Score -969628.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -969767.937500 Penalty: 4456.283691
	Iteration 9Q: 3 clusters Score -969767.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -969905.687500 Penalty: 4456.283691
	Iteration 10Q: 3 clusters Score -969905.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -970033.125000 Penalty: 4456.283691
	Iteration 11Q: 3 clusters Score -970033.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -970165.000000 Penalty: 4456.283691
	Iteration 12Q: 3 clusters Score -970165 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -970261.375000 Penalty: 4456.283691
	Iteration 13Q: 3 clusters Score -970261.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -970333.625000 Penalty: 4456.283691
	Iteration 14Q: 3 clusters Score -970333.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -970386.187500 Penalty: 4456.283691
	Iteration 15Q: 3 clusters Score -970386.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -970415.375000 Penalty: 4456.283691
	Iteration 16Q: 3 clusters Score -970415.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -970441.625000 Penalty: 4456.283691
	Iteration 17Q: 3 clusters Score -970441.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -970456.375000 Penalty: 4456.283691
	Iteration 18Q: 3 clusters Score -970456.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -970477.562500 Penalty: 4456.283691
	Iteration 19Q: 3 clusters Score -970477.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -970496.250000 Penalty: 4456.283691
	Iteration 20F: 3 clusters Score -970496.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -970513.375000 Penalty: 4456.283691
	Iteration 21Q: 3 clusters Score -970513.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -970538.312500 Penalty: 4456.283691
	Iteration 22Q: 3 clusters Score -970538.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -970551.062500 Penalty: 4456.283691
	Iteration 23Q: 3 clusters Score -970551.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -970565.312500 Penalty: 4456.283691
	Iteration 24Q: 3 clusters Score -970565.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -970579.562500 Penalty: 4456.283691
	Iteration 25Q: 3 clusters Score -970579.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -970591.125000 Penalty: 4456.283691
	Iteration 26Q: 3 clusters Score -970591.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -970596.562500 Penalty: 4456.283691
	Iteration 27Q: 3 clusters Score -970596.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -970609.500000 Penalty: 4456.283691
	Iteration 28Q: 3 clusters Score -970609.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -970615.375000 Penalty: 4456.283691
	Iteration 29Q: 3 clusters Score -970615.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -970619.562500 Penalty: 4456.283691
	Iteration 30Q: 3 clusters Score -970619.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -970621.000000 Penalty: 4456.283691
	Iteration 31Q: 3 clusters Score -970621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -970626.437500 Penalty: 4456.283691
	Iteration 32Q: 3 clusters Score -970626.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -970627.187500 Penalty: 4456.283691
	Iteration 33Q: 3 clusters Score -970627.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -970630.687500 Penalty: 4456.283691
	Iteration 34Q: 3 clusters Score -970630.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -970632.750000 Penalty: 4456.283691
	Iteration 35Q: 3 clusters Score -970632.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -970631.875000 Penalty: 4456.283691
	Iteration 36Q: 3 clusters Score -970631.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -970634.375000 Penalty: 4456.283691
	Iteration 37Q: 3 clusters Score -970634.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -970635.875000 Penalty: 4456.283691
	Iteration 38Q: 3 clusters Score -970635.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -970638.812500 Penalty: 4456.283691
	Iteration 39Q: 3 clusters Score -970638.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -970639.625000 Penalty: 4456.283691
	Iteration 40F: 3 clusters Score -970639.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -970643.187500 Penalty: 4456.283691
	Iteration 41Q: 3 clusters Score -970643.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -970643.375000 Penalty: 4456.283691
	Iteration 42Q: 3 clusters Score -970643.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -970650.125000 Penalty: 4456.283691
	Iteration 43Q: 3 clusters Score -970650.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -970649.562500 Penalty: 4456.283691
	Iteration 44Q: 3 clusters Score -970649.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -970652.562500 Penalty: 4456.283691
	Iteration 45Q: 3 clusters Score -970652.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -970652.062500 Penalty: 4456.283691
	Iteration 46Q: 3 clusters Score -970652.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -970650.562500 Penalty: 4456.283691
	Iteration 47Q: 3 clusters Score -970650.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -970652.625000 Penalty: 4456.283691
	Iteration 48Q: 3 clusters Score -970652.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -970653.750000 Penalty: 4456.283691
	Iteration 49Q: 3 clusters Score -970653.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -970654.375000 Penalty: 4456.283691
	Iteration 50Q: 3 clusters Score -970654.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -970654.125000 Penalty: 4456.283691
	Iteration 51Q: 3 clusters Score -970654.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -970653.250000 Penalty: 4456.283691
	Iteration 52Q: 3 clusters Score -970653.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -970657.062500 Penalty: 4456.283691
	Iteration 53Q: 3 clusters Score -970657.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -970656.500000 Penalty: 4456.283691
	Iteration 54Q: 3 clusters Score -970656.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -970656.312500 Penalty: 4456.283691
	Iteration 55Q: 3 clusters Score -970656.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -970657.937500 Penalty: 4456.283691
	Iteration 56Q: 3 clusters Score -970657.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -970660.875000 Penalty: 4456.283691
	Iteration 57Q: 3 clusters Score -970660.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -970663.937500 Penalty: 4456.283691
	Iteration 58Q: 3 clusters Score -970663.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -970664.812500 Penalty: 4456.283691
	Iteration 59Q: 3 clusters Score -970664.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -970667.187500 Penalty: 4456.283691
	Iteration 60F: 3 clusters Score -970667.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -970666.312500 Penalty: 4456.283691
	Iteration 61Q: 3 clusters Score -970666.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -970666.312500 Penalty: 4456.283691
	Iteration 62F: 3 clusters Score -970666.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Entering Unmasked Estep 
Score: -2714667.000000 Penalty: 2484.314209
	Iteration 0F: 2 clusters Score -2714667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2699075.250000 Penalty: 4968.628418
	Iteration 0F: 3 clusters Score -2699075 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2704575.250000 Penalty: 4968.628418
	Iteration 1F: 3 clusters Score -2704575 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2705114.000000 Penalty: 4968.628418
	Iteration 2F: 3 clusters Score -2705114 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2705614.250000 Penalty: 4968.628418
	Iteration 3F: 3 clusters Score -2705614 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2706172.250000 Penalty: 4968.628418
	Iteration 4Q: 3 clusters Score -2706172 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2706790.000000 Penalty: 4968.628418
	Iteration 5F: 3 clusters Score -2706790 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2707487.250000 Penalty: 4968.628418
	Iteration 6F: 3 clusters Score -2707487 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2708110.500000 Penalty: 4968.628418
	Iteration 7F: 3 clusters Score -2708110 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2708601.500000 Penalty: 4968.628418
	Iteration 8Q: 3 clusters Score -2708602 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2708948.000000 Penalty: 4968.628418
	Iteration 9Q: 3 clusters Score -2708948 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2709173.250000 Penalty: 4968.628418
	Iteration 10Q: 3 clusters Score -2709173 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2709311.750000 Penalty: 4968.628418
	Iteration 11Q: 3 clusters Score -2709312 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2709424.750000 Penalty: 4968.628418
	Iteration 12Q: 3 clusters Score -2709425 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2709500.250000 Penalty: 4968.628418
	Iteration 13Q: 3 clusters Score -2709500 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2709535.500000 Penalty: 4968.628418
	Iteration 14Q: 3 clusters Score -2709536 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2709575.250000 Penalty: 4968.628418
	Iteration 15Q: 3 clusters Score -2709575 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2709621.000000 Penalty: 4968.628418
	Iteration 16Q: 3 clusters Score -2709621 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2709652.000000 Penalty: 4968.628418
	Iteration 17Q: 3 clusters Score -2709652 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2709685.750000 Penalty: 4968.628418
	Iteration 18Q: 3 clusters Score -2709686 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2709724.000000 Penalty: 4968.628418
	Iteration 19Q: 3 clusters Score -2709724 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2709759.000000 Penalty: 4968.628418
	Iteration 20F: 3 clusters Score -2709759 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2709800.250000 Penalty: 4968.628418
	Iteration 21Q: 3 clusters Score -2709800 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2709839.500000 Penalty: 4968.628418
	Iteration 22Q: 3 clusters Score -2709840 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2709868.750000 Penalty: 4968.628418
	Iteration 23Q: 3 clusters Score -2709869 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2709890.500000 Penalty: 4968.628418
	Iteration 24Q: 3 clusters Score -2709890 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2709941.250000 Penalty: 4968.628418
	Iteration 25Q: 3 clusters Score -2709941 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2709988.250000 Penalty: 4968.628418
	Iteration 26Q: 3 clusters Score -2709988 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2710042.250000 Penalty: 4968.628418
	Iteration 27Q: 3 clusters Score -2710042 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2710117.750000 Penalty: 4968.628418
	Iteration 28Q: 3 clusters Score -2710118 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2710167.750000 Penalty: 4968.628418
	Iteration 29Q: 3 clusters Score -2710168 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2710224.750000 Penalty: 4968.628418
	Iteration 30Q: 3 clusters Score -2710225 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -2710314.750000 Penalty: 4968.628418
	Iteration 31Q: 3 clusters Score -2710315 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2710435.000000 Penalty: 4968.628418
	Iteration 32Q: 3 clusters Score -2710435 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2710555.750000 Penalty: 4968.628418
	Iteration 33Q: 3 clusters Score -2710556 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2710675.250000 Penalty: 4968.628418
	Iteration 34Q: 3 clusters Score -2710675 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2710807.500000 Penalty: 4968.628418
	Iteration 35Q: 3 clusters Score -2710808 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2710967.750000 Penalty: 4968.628418
	Iteration 36Q: 3 clusters Score -2710968 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2711105.750000 Penalty: 4968.628418
	Iteration 37Q: 3 clusters Score -2711106 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2711244.000000 Penalty: 4968.628418
	Iteration 38Q: 3 clusters Score -2711244 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2711386.250000 Penalty: 4968.628418
	Iteration 39Q: 3 clusters Score -2711386 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2711538.500000 Penalty: 4968.628418
	Iteration 40F: 3 clusters Score -2711538 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2711674.750000 Penalty: 4968.628418
	Iteration 41Q: 3 clusters Score -2711675 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2711792.750000 Penalty: 4968.628418
	Iteration 42Q: 3 clusters Score -2711793 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2711915.500000 Penalty: 4968.628418
	Iteration 43Q: 3 clusters Score -2711916 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2712012.500000 Penalty: 4968.628418
	Iteration 44Q: 3 clusters Score -2712012 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2712084.250000 Penalty: 4968.628418
	Iteration 45Q: 3 clusters Score -2712084 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2712169.500000 Penalty: 4968.628418
	Iteration 46Q: 3 clusters Score -2712170 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2712250.750000 Penalty: 4968.628418
	Iteration 47Q: 3 clusters Score -2712251 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2712317.750000 Penalty: 4968.628418
	Iteration 48Q: 3 clusters Score -2712318 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2712378.750000 Penalty: 4968.628418
	Iteration 49Q: 3 clusters Score -2712379 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2712435.500000 Penalty: 4968.628418
	Iteration 50Q: 3 clusters Score -2712436 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2712483.250000 Penalty: 4968.628418
	Iteration 51Q: 3 clusters Score -2712483 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2712518.750000 Penalty: 4968.628418
	Iteration 52Q: 3 clusters Score -2712519 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2712555.250000 Penalty: 4968.628418
	Iteration 53Q: 3 clusters Score -2712555 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2712584.000000 Penalty: 4968.628418
	Iteration 54Q: 3 clusters Score -2712584 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2712615.250000 Penalty: 4968.628418
	Iteration 55Q: 3 clusters Score -2712615 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2712637.500000 Penalty: 4968.628418
	Iteration 56Q: 3 clusters Score -2712638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2712657.000000 Penalty: 4968.628418
	Iteration 57Q: 3 clusters Score -2712657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2712666.250000 Penalty: 4968.628418
	Iteration 58Q: 3 clusters Score -2712666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2712678.000000 Penalty: 4968.628418
	Iteration 59Q: 3 clusters Score -2712678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2712679.750000 Penalty: 4968.628418
	Iteration 60F: 3 clusters Score -2712680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2712684.750000 Penalty: 4968.628418
	Iteration 61Q: 3 clusters Score -2712685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2712687.750000 Penalty: 4968.628418
	Iteration 62Q: 3 clusters Score -2712688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2712692.250000 Penalty: 4968.628418
	Iteration 63Q: 3 clusters Score -2712692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2712697.500000 Penalty: 4968.628418
	Iteration 64Q: 3 clusters Score -2712698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2712701.750000 Penalty: 4968.628418
	Iteration 65Q: 3 clusters Score -2712702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2712711.750000 Penalty: 4968.628418
	Iteration 66Q: 3 clusters Score -2712712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2712716.500000 Penalty: 4968.628418
	Iteration 67Q: 3 clusters Score -2712716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2712727.500000 Penalty: 4968.628418
	Iteration 68Q: 3 clusters Score -2712728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2712735.250000 Penalty: 4968.628418
	Iteration 69Q: 3 clusters Score -2712735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2712747.250000 Penalty: 4968.628418
	Iteration 70Q: 3 clusters Score -2712747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2712753.750000 Penalty: 4968.628418
	Iteration 71Q: 3 clusters Score -2712754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2712763.000000 Penalty: 4968.628418
	Iteration 72Q: 3 clusters Score -2712763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2712765.000000 Penalty: 4968.628418
	Iteration 73Q: 3 clusters Score -2712765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2712772.000000 Penalty: 4968.628418
	Iteration 74Q: 3 clusters Score -2712772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2712774.000000 Penalty: 4968.628418
	Iteration 75Q: 3 clusters Score -2712774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2712777.500000 Penalty: 4968.628418
	Iteration 76Q: 3 clusters Score -2712778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2712779.500000 Penalty: 4968.628418
	Iteration 77Q: 3 clusters Score -2712780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2712778.750000 Penalty: 4968.628418
	Iteration 78Q: 3 clusters Score -2712779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2712785.250000 Penalty: 4968.628418
	Iteration 79Q: 3 clusters Score -2712785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2712790.500000 Penalty: 4968.628418
	Iteration 80F: 3 clusters Score -2712790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2712793.250000 Penalty: 4968.628418
	Iteration 81Q: 3 clusters Score -2712793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2712793.000000 Penalty: 4968.628418
	Iteration 82Q: 3 clusters Score -2712793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2712797.000000 Penalty: 4968.628418
	Iteration 83Q: 3 clusters Score -2712797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2712801.000000 Penalty: 4968.628418
	Iteration 84Q: 3 clusters Score -2712801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2712802.000000 Penalty: 4968.628418
	Iteration 85Q: 3 clusters Score -2712802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2712802.250000 Penalty: 4968.628418
	Iteration 86Q: 3 clusters Score -2712802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2712802.250000 Penalty: 4968.628418
	Iteration 87F: 3 clusters Score -2712802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Entering Unmasked Estep 
Score: -1493059.500000 Penalty: 2349.554932
	Iteration 0F: 2 clusters Score -1493060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1483483.125000 Penalty: 4699.109863
	Iteration 0F: 3 clusters Score -1483483 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1486521.875000 Penalty: 4699.109863
	Iteration 1F: 3 clusters Score -1486522 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1486922.875000 Penalty: 4699.109863
	Iteration 2F: 3 clusters Score -1486923 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1487250.000000 Penalty: 4699.109863
	Iteration 3F: 3 clusters Score -1487250 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1487521.625000 Penalty: 4699.109863
	Iteration 4Q: 3 clusters Score -1487522 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1487757.875000 Penalty: 4699.109863
	Iteration 5Q: 3 clusters Score -1487758 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1487991.000000 Penalty: 4699.109863
	Iteration 6Q: 3 clusters Score -1487991 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1488220.250000 Penalty: 4699.109863
	Iteration 7Q: 3 clusters Score -1488220 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1488488.500000 Penalty: 4699.109863
	Iteration 8Q: 3 clusters Score -1488488 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1488792.000000 Penalty: 4699.109863
	Iteration 9Q: 3 clusters Score -1488792 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1489139.625000 Penalty: 4699.109863
	Iteration 10Q: 3 clusters Score -1489140 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1489486.125000 Penalty: 4699.109863
	Iteration 11Q: 3 clusters Score -1489486 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1489816.750000 Penalty: 4699.109863
	Iteration 12Q: 3 clusters Score -1489817 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1490106.625000 Penalty: 4699.109863
	Iteration 13Q: 3 clusters Score -1490107 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1490376.000000 Penalty: 4699.109863
	Iteration 14Q: 3 clusters Score -1490376 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1490619.250000 Penalty: 4699.109863
	Iteration 15Q: 3 clusters Score -1490619 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1490808.625000 Penalty: 4699.109863
	Iteration 16Q: 3 clusters Score -1490809 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1490952.250000 Penalty: 4699.109863
	Iteration 17Q: 3 clusters Score -1490952 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1491030.875000 Penalty: 4699.109863
	Iteration 18Q: 3 clusters Score -1491031 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1491087.125000 Penalty: 4699.109863
	Iteration 19Q: 3 clusters Score -1491087 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1491124.875000 Penalty: 4699.109863
	Iteration 20F: 3 clusters Score -1491125 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1491145.375000 Penalty: 4699.109863
	Iteration 21Q: 3 clusters Score -1491145 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1491161.875000 Penalty: 4699.109863
	Iteration 22Q: 3 clusters Score -1491162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1491173.500000 Penalty: 4699.109863
	Iteration 23Q: 3 clusters Score -1491174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1491184.000000 Penalty: 4699.109863
	Iteration 24Q: 3 clusters Score -1491184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1491194.625000 Penalty: 4699.109863
	Iteration 25Q: 3 clusters Score -1491195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1491207.250000 Penalty: 4699.109863
	Iteration 26Q: 3 clusters Score -1491207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1491213.500000 Penalty: 4699.109863
	Iteration 27Q: 3 clusters Score -1491214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1491222.625000 Penalty: 4699.109863
	Iteration 28Q: 3 clusters Score -1491223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1491229.750000 Penalty: 4699.109863
	Iteration 29Q: 3 clusters Score -1491230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1491237.500000 Penalty: 4699.109863
	Iteration 30Q: 3 clusters Score -1491238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1491239.750000 Penalty: 4699.109863
	Iteration 31Q: 3 clusters Score -1491240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1491247.750000 Penalty: 4699.109863
	Iteration 32Q: 3 clusters Score -1491248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1491254.125000 Penalty: 4699.109863
	Iteration 33Q: 3 clusters Score -1491254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1491255.375000 Penalty: 4699.109863
	Iteration 34Q: 3 clusters Score -1491255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1491265.000000 Penalty: 4699.109863
	Iteration 35Q: 3 clusters Score -1491265 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1491271.125000 Penalty: 4699.109863
	Iteration 36Q: 3 clusters Score -1491271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1491282.375000 Penalty: 4699.109863
	Iteration 37Q: 3 clusters Score -1491282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1491288.125000 Penalty: 4699.109863
	Iteration 38Q: 3 clusters Score -1491288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1491296.750000 Penalty: 4699.109863
	Iteration 39Q: 3 clusters Score -1491297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1491301.250000 Penalty: 4699.109863
	Iteration 40F: 3 clusters Score -1491301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1491308.250000 Penalty: 4699.109863
	Iteration 41Q: 3 clusters Score -1491308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1491318.125000 Penalty: 4699.109863
	Iteration 42Q: 3 clusters Score -1491318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1491329.500000 Penalty: 4699.109863
	Iteration 43Q: 3 clusters Score -1491330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1491342.125000 Penalty: 4699.109863
	Iteration 44Q: 3 clusters Score -1491342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1491352.875000 Penalty: 4699.109863
	Iteration 45Q: 3 clusters Score -1491353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1491367.375000 Penalty: 4699.109863
	Iteration 46Q: 3 clusters Score -1491367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1491378.125000 Penalty: 4699.109863
	Iteration 47Q: 3 clusters Score -1491378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1491385.750000 Penalty: 4699.109863
	Iteration 48Q: 3 clusters Score -1491386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1491401.125000 Penalty: 4699.109863
	Iteration 49Q: 3 clusters Score -1491401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1491412.500000 Penalty: 4699.109863
	Iteration 50Q: 3 clusters Score -1491412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1491424.750000 Penalty: 4699.109863
	Iteration 51Q: 3 clusters Score -1491425 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1491439.125000 Penalty: 4699.109863
	Iteration 52Q: 3 clusters Score -1491439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1491454.125000 Penalty: 4699.109863
	Iteration 53Q: 3 clusters Score -1491454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1491466.625000 Penalty: 4699.109863
	Iteration 54Q: 3 clusters Score -1491467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1491481.875000 Penalty: 4699.109863
	Iteration 55Q: 3 clusters Score -1491482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1491494.375000 Penalty: 4699.109863
	Iteration 56Q: 3 clusters Score -1491494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1491514.125000 Penalty: 4699.109863
	Iteration 57Q: 3 clusters Score -1491514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1491527.000000 Penalty: 4699.109863
	Iteration 58Q: 3 clusters Score -1491527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1491555.375000 Penalty: 4699.109863
	Iteration 59Q: 3 clusters Score -1491555 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1491573.625000 Penalty: 4699.109863
	Iteration 60F: 3 clusters Score -1491574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1491597.500000 Penalty: 4699.109863
	Iteration 61Q: 3 clusters Score -1491598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1491624.375000 Penalty: 4699.109863
	Iteration 62Q: 3 clusters Score -1491624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1491653.000000 Penalty: 4699.109863
	Iteration 63Q: 3 clusters Score -1491653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1491673.500000 Penalty: 4699.109863
	Iteration 64Q: 3 clusters Score -1491674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1491679.750000 Penalty: 4699.109863
	Iteration 65Q: 3 clusters Score -1491680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1491688.125000 Penalty: 4699.109863
	Iteration 66Q: 3 clusters Score -1491688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1491692.125000 Penalty: 4699.109863
	Iteration 67Q: 3 clusters Score -1491692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1491694.125000 Penalty: 4699.109863
	Iteration 68Q: 3 clusters Score -1491694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1491697.875000 Penalty: 4699.109863
	Iteration 69Q: 3 clusters Score -1491698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1491697.875000 Penalty: 4699.109863
	Iteration 70Q: 3 clusters Score -1491698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1491702.625000 Penalty: 4699.109863
	Iteration 71Q: 3 clusters Score -1491703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1491705.125000 Penalty: 4699.109863
	Iteration 72Q: 3 clusters Score -1491705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1491708.250000 Penalty: 4699.109863
	Iteration 73Q: 3 clusters Score -1491708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1491708.875000 Penalty: 4699.109863
	Iteration 74Q: 3 clusters Score -1491709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1491709.875000 Penalty: 4699.109863
	Iteration 75Q: 3 clusters Score -1491710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1491711.250000 Penalty: 4699.109863
	Iteration 76Q: 3 clusters Score -1491711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1491713.750000 Penalty: 4699.109863
	Iteration 77Q: 3 clusters Score -1491714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1491714.000000 Penalty: 4699.109863
	Iteration 78Q: 3 clusters Score -1491714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1491715.125000 Penalty: 4699.109863
	Iteration 79Q: 3 clusters Score -1491715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1491719.000000 Penalty: 4699.109863
	Iteration 80F: 3 clusters Score -1491719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1491723.625000 Penalty: 4699.109863
	Iteration 81Q: 3 clusters Score -1491724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1491726.250000 Penalty: 4699.109863
	Iteration 82Q: 3 clusters Score -1491726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1491726.875000 Penalty: 4699.109863
	Iteration 83Q: 3 clusters Score -1491727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1491727.125000 Penalty: 4699.109863
	Iteration 84Q: 3 clusters Score -1491727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1491729.375000 Penalty: 4699.109863
	Iteration 85Q: 3 clusters Score -1491729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1491736.250000 Penalty: 4699.109863
	Iteration 86Q: 3 clusters Score -1491736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1491735.625000 Penalty: 4699.109863
	Iteration 87Q: 3 clusters Score -1491736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1491739.625000 Penalty: 4699.109863
	Iteration 88Q: 3 clusters Score -1491740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1491744.375000 Penalty: 4699.109863
	Iteration 89Q: 3 clusters Score -1491744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1491748.375000 Penalty: 4699.109863
	Iteration 90Q: 3 clusters Score -1491748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1491755.625000 Penalty: 4699.109863
	Iteration 91Q: 3 clusters Score -1491756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1491763.000000 Penalty: 4699.109863
	Iteration 92Q: 3 clusters Score -1491763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1491769.375000 Penalty: 4699.109863
	Iteration 93Q: 3 clusters Score -1491769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1491772.875000 Penalty: 4699.109863
	Iteration 94Q: 3 clusters Score -1491773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1491779.125000 Penalty: 4699.109863
	Iteration 95Q: 3 clusters Score -1491779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1491787.000000 Penalty: 4699.109863
	Iteration 96Q: 3 clusters Score -1491787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1491792.375000 Penalty: 4699.109863
	Iteration 97Q: 3 clusters Score -1491792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1491801.375000 Penalty: 4699.109863
	Iteration 98Q: 3 clusters Score -1491801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1491808.250000 Penalty: 4699.109863
	Iteration 99Q: 3 clusters Score -1491808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1491812.625000 Penalty: 4699.109863
	Iteration 100F: 3 clusters Score -1491813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1491818.375000 Penalty: 4699.109863
	Iteration 101Q: 3 clusters Score -1491818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1491824.625000 Penalty: 4699.109863
	Iteration 102Q: 3 clusters Score -1491825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1491832.375000 Penalty: 4699.109863
	Iteration 103Q: 3 clusters Score -1491832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1491840.250000 Penalty: 4699.109863
	Iteration 104Q: 3 clusters Score -1491840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1491840.250000 Penalty: 4699.109863
	Iteration 105Q: 3 clusters Score -1491840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1491845.875000 Penalty: 4699.109863
	Iteration 106Q: 3 clusters Score -1491846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1491849.375000 Penalty: 4699.109863
	Iteration 107Q: 3 clusters Score -1491849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1491848.625000 Penalty: 4699.109863
	Iteration 108Q: 3 clusters Score -1491849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1491849.000000 Penalty: 4699.109863
	Iteration 109Q: 3 clusters Score -1491849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1491852.500000 Penalty: 4699.109863
	Iteration 110Q: 3 clusters Score -1491852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1491855.625000 Penalty: 4699.109863
	Iteration 111Q: 3 clusters Score -1491856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1491859.000000 Penalty: 4699.109863
	Iteration 112Q: 3 clusters Score -1491859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1491861.000000 Penalty: 4699.109863
	Iteration 113Q: 3 clusters Score -1491861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1491861.875000 Penalty: 4699.109863
	Iteration 114Q: 3 clusters Score -1491862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1491865.125000 Penalty: 4699.109863
	Iteration 115Q: 3 clusters Score -1491865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1491865.375000 Penalty: 4699.109863
	Iteration 116Q: 3 clusters Score -1491865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1491870.375000 Penalty: 4699.109863
	Iteration 117Q: 3 clusters Score -1491870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1491872.500000 Penalty: 4699.109863
	Iteration 118Q: 3 clusters Score -1491872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1491872.750000 Penalty: 4699.109863
	Iteration 119Q: 3 clusters Score -1491873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1491872.750000 Penalty: 4699.109863
	Iteration 120F: 3 clusters Score -1491873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1491874.500000 Penalty: 4699.109863
	Iteration 121Q: 3 clusters Score -1491874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1491874.375000 Penalty: 4699.109863
	Iteration 122Q: 3 clusters Score -1491874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1491874.125000 Penalty: 4699.109863
	Iteration 123Q: 3 clusters Score -1491874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1491876.125000 Penalty: 4699.109863
	Iteration 124Q: 3 clusters Score -1491876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1491876.250000 Penalty: 4699.109863
	Iteration 125Q: 3 clusters Score -1491876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1491875.875000 Penalty: 4699.109863
	Iteration 126Q: 3 clusters Score -1491876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1491876.375000 Penalty: 4699.109863
	Iteration 127Q: 3 clusters Score -1491876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1491879.875000 Penalty: 4699.109863
	Iteration 128Q: 3 clusters Score -1491880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1491883.375000 Penalty: 4699.109863
	Iteration 129Q: 3 clusters Score -1491883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1491885.000000 Penalty: 4699.109863
	Iteration 130Q: 3 clusters Score -1491885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1491883.625000 Penalty: 4699.109863
	Iteration 131Q: 3 clusters Score -1491884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1491888.875000 Penalty: 4699.109863
	Iteration 132Q: 3 clusters Score -1491889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1491892.875000 Penalty: 4699.109863
	Iteration 133Q: 3 clusters Score -1491893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1491892.000000 Penalty: 4699.109863
	Iteration 134Q: 3 clusters Score -1491892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1491891.625000 Penalty: 4699.109863
	Iteration 135Q: 3 clusters Score -1491892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1491891.375000 Penalty: 4699.109863
	Iteration 136Q: 3 clusters Score -1491891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1491892.375000 Penalty: 4699.109863
	Iteration 137Q: 3 clusters Score -1491892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1491892.375000 Penalty: 4699.109863
	Iteration 138F: 3 clusters Score -1491892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Entering Unmasked Estep 
Score: -4683252.000000 Penalty: 2616.844971
	Iteration 0F: 2 clusters Score -4683252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -4657377.000000 Penalty: 5233.689941
	Iteration 0F: 3 clusters Score -4657377 nChanged 17412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -4666754.500000 Penalty: 5233.689941
	Iteration 1F: 3 clusters Score -4666754 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -4667309.000000 Penalty: 5233.689941
	Iteration 2Q: 3 clusters Score -4667309 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -4668008.000000 Penalty: 5233.689941
	Iteration 3Q: 3 clusters Score -4668008 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -4668978.500000 Penalty: 5233.689941
	Iteration 4F: 3 clusters Score -4668978 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -4670451.500000 Penalty: 5233.689941
	Iteration 5F: 3 clusters Score -4670452 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -4672397.000000 Penalty: 5233.689941
	Iteration 6F: 3 clusters Score -4672397 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -4674467.500000 Penalty: 5233.689941
	Iteration 7F: 3 clusters Score -4674468 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -4676246.500000 Penalty: 5233.689941
	Iteration 8F: 3 clusters Score -4676246 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -4677677.500000 Penalty: 5233.689941
	Iteration 9F: 3 clusters Score -4677678 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -4678711.000000 Penalty: 5233.689941
	Iteration 10Q: 3 clusters Score -4678711 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -4679431.500000 Penalty: 5233.689941
	Iteration 11Q: 3 clusters Score -4679432 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -4679987.000000 Penalty: 5233.689941
	Iteration 12Q: 3 clusters Score -4679987 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -4680366.000000 Penalty: 5233.689941
	Iteration 13Q: 3 clusters Score -4680366 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -4680561.000000 Penalty: 5233.689941
	Iteration 14Q: 3 clusters Score -4680561 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -4680722.000000 Penalty: 5233.689941
	Iteration 15Q: 3 clusters Score -4680722 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -4680831.000000 Penalty: 5233.689941
	Iteration 16Q: 3 clusters Score -4680831 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -4680938.500000 Penalty: 5233.689941
	Iteration 17Q: 3 clusters Score -4680938 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -4680998.500000 Penalty: 5233.689941
	Iteration 18Q: 3 clusters Score -4680998 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -4681047.500000 Penalty: 5233.689941
	Iteration 19Q: 3 clusters Score -4681048 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -4681078.500000 Penalty: 5233.689941
	Iteration 20F: 3 clusters Score -4681078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -4681100.000000 Penalty: 5233.689941
	Iteration 21Q: 3 clusters Score -4681100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -4681119.000000 Penalty: 5233.689941
	Iteration 22Q: 3 clusters Score -4681119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -4681130.000000 Penalty: 5233.689941
	Iteration 23Q: 3 clusters Score -4681130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -4681145.500000 Penalty: 5233.689941
	Iteration 24Q: 3 clusters Score -4681146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -4681155.500000 Penalty: 5233.689941
	Iteration 25Q: 3 clusters Score -4681156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -4681161.000000 Penalty: 5233.689941
	Iteration 26Q: 3 clusters Score -4681161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -4681177.000000 Penalty: 5233.689941
	Iteration 27Q: 3 clusters Score -4681177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -4681177.000000 Penalty: 5233.689941
	Iteration 28Q: 3 clusters Score -4681177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -4681177.500000 Penalty: 5233.689941
	Iteration 29Q: 3 clusters Score -4681178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -4681181.500000 Penalty: 5233.689941
	Iteration 30Q: 3 clusters Score -4681182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -4681181.000000 Penalty: 5233.689941
	Iteration 31Q: 3 clusters Score -4681181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -4681179.000000 Penalty: 5233.689941
	Iteration 32Q: 3 clusters Score -4681179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -4681183.000000 Penalty: 5233.689941
	Iteration 33Q: 3 clusters Score -4681183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -4681187.500000 Penalty: 5233.689941
	Iteration 34Q: 3 clusters Score -4681188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -4681187.000000 Penalty: 5233.689941
	Iteration 35Q: 3 clusters Score -4681187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -4681187.000000 Penalty: 5233.689941
	Iteration 36F: 3 clusters Score -4681187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (150155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150155 members 
Entering Unmasked Estep 
Score: -18218694.000000 Penalty: 2956.016846
	Iteration 0F: 2 clusters Score -1.821869e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75012 members 
Mstep: Class 2 contains 75143 members 
Entering Unmasked Estep 
Score: -18118102.000000 Penalty: 5912.033691
	Iteration 0F: 3 clusters Score -1.81181e+07 nChanged 71730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74456 members 
Mstep: Class 2 contains 75699 members 
Entering Unmasked Estep 
Score: -18159720.000000 Penalty: 5912.033691
	Iteration 1F: 3 clusters Score -1.815972e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74041 members 
Mstep: Class 2 contains 76114 members 
Entering Unmasked Estep 
Score: -18160374.000000 Penalty: 5912.033691
	Iteration 2Q: 3 clusters Score -1.816037e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73422 members 
Mstep: Class 2 contains 76733 members 
Entering Unmasked Estep 
Score: -18161068.000000 Penalty: 5912.033691
	Iteration 3Q: 3 clusters Score -1.816107e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72535 members 
Mstep: Class 2 contains 77620 members 
Entering Unmasked Estep 
Score: -18161830.000000 Penalty: 5912.033691
	Iteration 4Q: 3 clusters Score -1.816183e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71303 members 
Mstep: Class 2 contains 78852 members 
Entering Unmasked Estep 
Score: -18162990.000000 Penalty: 5912.033691
	Iteration 5Q: 3 clusters Score -1.816299e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69494 members 
Mstep: Class 2 contains 80661 members 
Entering Unmasked Estep 
Score: -18164202.000000 Penalty: 5912.033691
	Iteration 6Q: 3 clusters Score -1.81642e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66862 members 
Mstep: Class 2 contains 83293 members 
Entering Unmasked Estep 
Score: -18165968.000000 Penalty: 5912.033691
	Iteration 7Q: 3 clusters Score -1.816597e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63202 members 
Mstep: Class 2 contains 86953 members 
Entering Unmasked Estep 
Score: -18168538.000000 Penalty: 5912.033691
	Iteration 8Q: 3 clusters Score -1.816854e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58340 members 
Mstep: Class 2 contains 91815 members 
Entering Unmasked Estep 
Score: -18172428.000000 Penalty: 5912.033691
	Iteration 9Q: 3 clusters Score -1.817243e+07 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 97790 members 
Entering Unmasked Estep 
Score: -18177776.000000 Penalty: 5912.033691
	Iteration 10F: 3 clusters Score -1.817778e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 104453 members 
Entering Unmasked Estep 
Score: -18184358.000000 Penalty: 5912.033691
	Iteration 11F: 3 clusters Score -1.818436e+07 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 110863 members 
Entering Unmasked Estep 
Score: -18190362.000000 Penalty: 5912.033691
	Iteration 12F: 3 clusters Score -1.819036e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 116340 members 
Entering Unmasked Estep 
Score: -18194938.000000 Penalty: 5912.033691
	Iteration 13Q: 3 clusters Score -1.819494e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 121112 members 
Entering Unmasked Estep 
Score: -18198130.000000 Penalty: 5912.033691
	Iteration 14Q: 3 clusters Score -1.819813e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 125311 members 
Entering Unmasked Estep 
Score: -18200774.000000 Penalty: 5912.033691
	Iteration 15Q: 3 clusters Score -1.820077e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 129216 members 
Entering Unmasked Estep 
Score: -18203134.000000 Penalty: 5912.033691
	Iteration 16Q: 3 clusters Score -1.820313e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 132838 members 
Entering Unmasked Estep 
Score: -18205218.000000 Penalty: 5912.033691
	Iteration 17Q: 3 clusters Score -1.820522e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 136281 members 
Entering Unmasked Estep 
Score: -18207424.000000 Penalty: 5912.033691
	Iteration 18Q: 3 clusters Score -1.820742e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 139381 members 
Entering Unmasked Estep 
Score: -18209364.000000 Penalty: 5912.033691
	Iteration 19Q: 3 clusters Score -1.820936e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 142029 members 
Entering Unmasked Estep 
Score: -18211202.000000 Penalty: 5912.033691
	Iteration 20F: 3 clusters Score -1.82112e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 144173 members 
Entering Unmasked Estep 
Score: -18212658.000000 Penalty: 5912.033691
	Iteration 21Q: 3 clusters Score -1.821266e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 145856 members 
Entering Unmasked Estep 
Score: -18213786.000000 Penalty: 5912.033691
	Iteration 22Q: 3 clusters Score -1.821379e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 147063 members 
Entering Unmasked Estep 
Score: -18214500.000000 Penalty: 5912.033691
	Iteration 23Q: 3 clusters Score -1.82145e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 147885 members 
Entering Unmasked Estep 
Score: -18215030.000000 Penalty: 5912.033691
	Iteration 24Q: 3 clusters Score -1.821503e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 148444 members 
Entering Unmasked Estep 
Score: -18215360.000000 Penalty: 5912.033691
	Iteration 25Q: 3 clusters Score -1.821536e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 148815 members 
Entering Unmasked Estep 
Score: -18215626.000000 Penalty: 5912.033691
	Iteration 26Q: 3 clusters Score -1.821563e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 149065 members 
Entering Unmasked Estep 
Score: -18215766.000000 Penalty: 5912.033691
	Iteration 27Q: 3 clusters Score -1.821577e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 149216 members 
Entering Unmasked Estep 
Score: -18215842.000000 Penalty: 5912.033691
	Iteration 28Q: 3 clusters Score -1.821584e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 149310 members 
Entering Unmasked Estep 
Score: -18215930.000000 Penalty: 5912.033691
	Iteration 29Q: 3 clusters Score -1.821593e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 149377 members 
Entering Unmasked Estep 
Score: -18216014.000000 Penalty: 5912.033691
	Iteration 30Q: 3 clusters Score -1.821601e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 149428 members 
Entering Unmasked Estep 
Score: -18216064.000000 Penalty: 5912.033691
	Iteration 31Q: 3 clusters Score -1.821606e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 149461 members 
Entering Unmasked Estep 
Score: -18216090.000000 Penalty: 5912.033691
	Iteration 32Q: 3 clusters Score -1.821609e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 149490 members 
Entering Unmasked Estep 
Score: -18216088.000000 Penalty: 5912.033691
	Iteration 33Q: 3 clusters Score -1.821609e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 149508 members 
Entering Unmasked Estep 
Score: -18216098.000000 Penalty: 5912.033691
	Iteration 34Q: 3 clusters Score -1.82161e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 149512 members 
Entering Unmasked Estep 
Score: -18216104.000000 Penalty: 5912.033691
	Iteration 35Q: 3 clusters Score -1.82161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 149520 members 
Entering Unmasked Estep 
Score: -18216106.000000 Penalty: 5912.033691
	Iteration 36Q: 3 clusters Score -1.821611e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 149532 members 
Entering Unmasked Estep 
Score: -18216124.000000 Penalty: 5912.033691
	Iteration 37Q: 3 clusters Score -1.821612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 149539 members 
Entering Unmasked Estep 
Score: -18216138.000000 Penalty: 5912.033691
	Iteration 38Q: 3 clusters Score -1.821614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 149543 members 
Entering Unmasked Estep 
Score: -18216138.000000 Penalty: 5912.033691
	Iteration 39Q: 3 clusters Score -1.821614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 149546 members 
Entering Unmasked Estep 
Score: -18216146.000000 Penalty: 5912.033691
	Iteration 40F: 3 clusters Score -1.821615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 149547 members 
Entering Unmasked Estep 
Score: -18216144.000000 Penalty: 5912.033691
	Iteration 41Q: 3 clusters Score -1.821614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 149550 members 
Entering Unmasked Estep 
Score: -18216148.000000 Penalty: 5912.033691
	Iteration 42Q: 3 clusters Score -1.821615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 149557 members 
Entering Unmasked Estep 
Score: -18216142.000000 Penalty: 5912.033691
	Iteration 43Q: 3 clusters Score -1.821614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 149563 members 
Entering Unmasked Estep 
Score: -18216138.000000 Penalty: 5912.033691
	Iteration 44Q: 3 clusters Score -1.821614e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 149570 members 
Entering Unmasked Estep 
Score: -18216154.000000 Penalty: 5912.033691
	Iteration 45Q: 3 clusters Score -1.821615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 149571 members 
Entering Unmasked Estep 
Score: -18216132.000000 Penalty: 5912.033691
	Iteration 46Q: 3 clusters Score -1.821613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 149572 members 
Entering Unmasked Estep 
Score: -18216136.000000 Penalty: 5912.033691
	Iteration 47Q: 3 clusters Score -1.821614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 149573 members 
Entering Unmasked Estep 
Score: -18216148.000000 Penalty: 5912.033691
	Iteration 48Q: 3 clusters Score -1.821615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 149574 members 
Entering Unmasked Estep 
Score: -18216146.000000 Penalty: 5912.033691
	Iteration 49Q: 3 clusters Score -1.821615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 149575 members 
Entering Unmasked Estep 
Score: -18216152.000000 Penalty: 5912.033691
	Iteration 50Q: 3 clusters Score -1.821615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 149580 members 
Entering Unmasked Estep 
Score: -18216160.000000 Penalty: 5912.033691
	Iteration 51Q: 3 clusters Score -1.821616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 149586 members 
Entering Unmasked Estep 
Score: -18216168.000000 Penalty: 5912.033691
	Iteration 52Q: 3 clusters Score -1.821617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 149589 members 
Entering Unmasked Estep 
Score: -18216164.000000 Penalty: 5912.033691
	Iteration 53Q: 3 clusters Score -1.821616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 149596 members 
Entering Unmasked Estep 
Score: -18216166.000000 Penalty: 5912.033691
	Iteration 54Q: 3 clusters Score -1.821617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 149599 members 
Entering Unmasked Estep 
Score: -18216170.000000 Penalty: 5912.033691
	Iteration 55Q: 3 clusters Score -1.821617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 149602 members 
Entering Unmasked Estep 
Score: -18216174.000000 Penalty: 5912.033691
	Iteration 56Q: 3 clusters Score -1.821617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 149605 members 
Entering Unmasked Estep 
Score: -18216158.000000 Penalty: 5912.033691
	Iteration 57Q: 3 clusters Score -1.821616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 149605 members 
Entering Unmasked Estep 
Score: -18216164.000000 Penalty: 5912.033691
	Iteration 58Q: 3 clusters Score -1.821616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 149605 members 
Entering Unmasked Estep 
Score: -18216164.000000 Penalty: 5912.033691
	Iteration 59F: 3 clusters Score -1.821616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Entering Unmasked Estep 
Score: -3300018.750000 Penalty: 2530.260986
	Iteration 0F: 2 clusters Score -3300019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -3281486.500000 Penalty: 5060.521973
	Iteration 0F: 3 clusters Score -3281486 nChanged 12062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3287910.000000 Penalty: 5060.521973
	Iteration 1F: 3 clusters Score -3287910 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -3288393.500000 Penalty: 5060.521973
	Iteration 2Q: 3 clusters Score -3288394 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -3288827.250000 Penalty: 5060.521973
	Iteration 3Q: 3 clusters Score -3288827 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3289286.000000 Penalty: 5060.521973
	Iteration 4Q: 3 clusters Score -3289286 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3289795.500000 Penalty: 5060.521973
	Iteration 5Q: 3 clusters Score -3289796 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -3290368.500000 Penalty: 5060.521973
	Iteration 6Q: 3 clusters Score -3290368 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -3291039.000000 Penalty: 5060.521973
	Iteration 7Q: 3 clusters Score -3291039 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -3291837.000000 Penalty: 5060.521973
	Iteration 8F: 3 clusters Score -3291837 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -3292721.500000 Penalty: 5060.521973
	Iteration 9F: 3 clusters Score -3292722 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -3293552.250000 Penalty: 5060.521973
	Iteration 10Q: 3 clusters Score -3293552 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -3294321.500000 Penalty: 5060.521973
	Iteration 11Q: 3 clusters Score -3294322 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -3294904.500000 Penalty: 5060.521973
	Iteration 12Q: 3 clusters Score -3294904 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -3295352.000000 Penalty: 5060.521973
	Iteration 13Q: 3 clusters Score -3295352 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -3295733.000000 Penalty: 5060.521973
	Iteration 14Q: 3 clusters Score -3295733 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -3296042.750000 Penalty: 5060.521973
	Iteration 15Q: 3 clusters Score -3296043 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -3296261.250000 Penalty: 5060.521973
	Iteration 16Q: 3 clusters Score -3296261 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -3296478.000000 Penalty: 5060.521973
	Iteration 17Q: 3 clusters Score -3296478 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -3296652.500000 Penalty: 5060.521973
	Iteration 18Q: 3 clusters Score -3296652 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -3296803.750000 Penalty: 5060.521973
	Iteration 19Q: 3 clusters Score -3296804 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -3296913.250000 Penalty: 5060.521973
	Iteration 20F: 3 clusters Score -3296913 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -3297044.250000 Penalty: 5060.521973
	Iteration 21Q: 3 clusters Score -3297044 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -3297165.750000 Penalty: 5060.521973
	Iteration 22Q: 3 clusters Score -3297166 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -3297265.750000 Penalty: 5060.521973
	Iteration 23Q: 3 clusters Score -3297266 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -3297368.250000 Penalty: 5060.521973
	Iteration 24Q: 3 clusters Score -3297368 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -3297440.500000 Penalty: 5060.521973
	Iteration 25Q: 3 clusters Score -3297440 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -3297531.000000 Penalty: 5060.521973
	Iteration 26Q: 3 clusters Score -3297531 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -3297605.250000 Penalty: 5060.521973
	Iteration 27Q: 3 clusters Score -3297605 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -3297686.500000 Penalty: 5060.521973
	Iteration 28Q: 3 clusters Score -3297686 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -3297770.500000 Penalty: 5060.521973
	Iteration 29Q: 3 clusters Score -3297770 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -3297829.250000 Penalty: 5060.521973
	Iteration 30Q: 3 clusters Score -3297829 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -3297899.250000 Penalty: 5060.521973
	Iteration 31Q: 3 clusters Score -3297899 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -3297941.000000 Penalty: 5060.521973
	Iteration 32Q: 3 clusters Score -3297941 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -3297964.500000 Penalty: 5060.521973
	Iteration 33Q: 3 clusters Score -3297964 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -3297988.250000 Penalty: 5060.521973
	Iteration 34Q: 3 clusters Score -3297988 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -3298014.000000 Penalty: 5060.521973
	Iteration 35Q: 3 clusters Score -3298014 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -3298038.500000 Penalty: 5060.521973
	Iteration 36Q: 3 clusters Score -3298038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3298053.000000 Penalty: 5060.521973
	Iteration 37Q: 3 clusters Score -3298053 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -3298065.750000 Penalty: 5060.521973
	Iteration 38Q: 3 clusters Score -3298066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -3298083.250000 Penalty: 5060.521973
	Iteration 39Q: 3 clusters Score -3298083 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -3298096.000000 Penalty: 5060.521973
	Iteration 40F: 3 clusters Score -3298096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -3298100.500000 Penalty: 5060.521973
	Iteration 41Q: 3 clusters Score -3298100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -3298112.750000 Penalty: 5060.521973
	Iteration 42Q: 3 clusters Score -3298113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -3298116.750000 Penalty: 5060.521973
	Iteration 43Q: 3 clusters Score -3298117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -3298125.250000 Penalty: 5060.521973
	Iteration 44Q: 3 clusters Score -3298125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -3298128.500000 Penalty: 5060.521973
	Iteration 45Q: 3 clusters Score -3298128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -3298125.500000 Penalty: 5060.521973
	Iteration 46Q: 3 clusters Score -3298126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -3298137.500000 Penalty: 5060.521973
	Iteration 47Q: 3 clusters Score -3298138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -3298135.000000 Penalty: 5060.521973
	Iteration 48Q: 3 clusters Score -3298135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -3298137.000000 Penalty: 5060.521973
	Iteration 49Q: 3 clusters Score -3298137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -3298137.000000 Penalty: 5060.521973
	Iteration 50F: 3 clusters Score -3298137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -13345.542969 Penalty: 1239.308716
	Iteration 0F: 2 clusters Score -13345.54 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 78 members 
Entering Unmasked Estep 
Score: -12457.392578 Penalty: 2478.617432
	Iteration 0F: 3 clusters Score -12457.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12500.886719 Penalty: 2478.617432
	Iteration 1F: 3 clusters Score -12500.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12504.123047 Penalty: 2478.617432
	Iteration 2Q: 3 clusters Score -12504.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12513.727539 Penalty: 2478.617432
	Iteration 3Q: 3 clusters Score -12513.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12513.727539 Penalty: 2478.617432
	Iteration 4F: 3 clusters Score -12513.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Entering Unmasked Estep 
Score: -1869628.750000 Penalty: 2397.668457
	Iteration 0F: 2 clusters Score -1869629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1858255.375000 Penalty: 4795.336914
	Iteration 0F: 3 clusters Score -1858255 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1861861.375000 Penalty: 4795.336914
	Iteration 1F: 3 clusters Score -1861861 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1862306.000000 Penalty: 4795.336914
	Iteration 2F: 3 clusters Score -1862306 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1863953 nChanged 638
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Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 7913 members 
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Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7927 members 
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	Iteration 12Q: 3 clusters Score -1865816 nChanged 561
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Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1866141 nChanged 463
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Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1866370 nChanged 346
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Mstep: Class 1 contains 8001 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 7715 members 
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Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1866919 nChanged 163
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Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1866962 nChanged 146
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Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1867004 nChanged 114
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Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1867023 nChanged 87
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Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 7616 members 
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Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 7607 members 
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	Iteration 25Q: 3 clusters Score -1867062 nChanged 75
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Mstep: Class 1 contains 8216 members 
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Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1867081 nChanged 64
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Mstep: Class 1 contains 8224 members 
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	Iteration 27Q: 3 clusters Score -1867098 nChanged 58
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Mstep: Class 1 contains 8232 members 
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	Iteration 28Q: 3 clusters Score -1867106 nChanged 48
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Mstep: Class 1 contains 8232 members 
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Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1867110 nChanged 24
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Mstep: Class 1 contains 8248 members 
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1867114 nChanged 26
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Mstep: Class 1 contains 8262 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1867119 nChanged 27
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Mstep: Class 1 contains 8269 members 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1867124 nChanged 28
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Mstep: Class 1 contains 8273 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1867122 nChanged 19
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Mstep: Class 1 contains 8282 members 
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	Iteration 35Q: 3 clusters Score -1867124 nChanged 22
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Mstep: Class 1 contains 8288 members 
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	Iteration 36Q: 3 clusters Score -1867129 nChanged 25
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Mstep: Class 1 contains 8303 members 
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	Iteration 37Q: 3 clusters Score -1867129 nChanged 20
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Mstep: Class 1 contains 8315 members 
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	Iteration 38Q: 3 clusters Score -1867128 nChanged 16
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Mstep: Class 1 contains 8327 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1867132 nChanged 10
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Mstep: Class 1 contains 8337 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1867135 nChanged 11
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Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 7460 members 
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	Iteration 41Q: 3 clusters Score -1867140 nChanged 20
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Mstep: Class 1 contains 8358 members 
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	Iteration 42Q: 3 clusters Score -1867139 nChanged 28
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Mstep: Class 1 contains 8374 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1867144 nChanged 26
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Mstep: Class 1 contains 8392 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1867154 nChanged 25
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Mstep: Class 1 contains 8407 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1867155 nChanged 16
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Mstep: Class 1 contains 8413 members 
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	Iteration 46Q: 3 clusters Score -1867153 nChanged 17
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Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8441 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1867158 nChanged 14
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Mstep: Class 1 contains 8445 members 
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	Iteration 49Q: 3 clusters Score -1867155 nChanged 9
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Mstep: Class 1 contains 8450 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1867161 nChanged 8
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Mstep: Class 1 contains 8452 members 
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	Iteration 51Q: 3 clusters Score -1867165 nChanged 8
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Mstep: Class 1 contains 8454 members 
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	Iteration 52Q: 3 clusters Score -1867162 nChanged 8
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Mstep: Class 1 contains 8458 members 
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	Iteration 53Q: 3 clusters Score -1867160 nChanged 8
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Mstep: Class 1 contains 8462 members 
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	Iteration 54Q: 3 clusters Score -1867161 nChanged 8
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	Iteration 55Q: 3 clusters Score -1867165 nChanged 11
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Mstep: Class 1 contains 8465 members 
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	Iteration 56Q: 3 clusters Score -1867168 nChanged 6
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Mstep: Class 1 contains 8471 members 
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	Iteration 57Q: 3 clusters Score -1867166 nChanged 6
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Mstep: Class 1 contains 8477 members 
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	Iteration 58Q: 3 clusters Score -1867168 nChanged 4
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Mstep: Class 1 contains 8479 members 
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	Iteration 59Q: 3 clusters Score -1867168 nChanged 5
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Mstep: Class 1 contains 8484 members 
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	Iteration 60F: 3 clusters Score -1867170 nChanged 7
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Mstep: Class 1 contains 8489 members 
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	Iteration 61Q: 3 clusters Score -1867170 nChanged 5
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Mstep: Class 1 contains 8492 members 
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	Iteration 62Q: 3 clusters Score -1867173 nChanged 6
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	Iteration 63Q: 3 clusters Score -1867172 nChanged 11
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Mstep: Class 1 contains 8497 members 
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	Iteration 64Q: 3 clusters Score -1867169 nChanged 6
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	Iteration 65Q: 3 clusters Score -1867168 nChanged 6
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Mstep: Class 1 contains 8509 members 
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	Iteration 66Q: 3 clusters Score -1867166 nChanged 3
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Mstep: Class 1 contains 8512 members 
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	Iteration 67Q: 3 clusters Score -1867167 nChanged 4
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	Iteration 68Q: 3 clusters Score -1867167 nChanged 4
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	Iteration 69Q: 3 clusters Score -1867165 nChanged 6
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	Iteration 70Q: 3 clusters Score -1867168 nChanged 12
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Mstep: Class 1 contains 8530 members 
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	Iteration 71Q: 3 clusters Score -1867168 nChanged 16
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	Iteration 72Q: 3 clusters Score -1867174 nChanged 18
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	Iteration 73Q: 3 clusters Score -1867180 nChanged 15
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	Iteration 74Q: 3 clusters Score -1867179 nChanged 11
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	Iteration 75Q: 3 clusters Score -1867176 nChanged 15
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	Iteration 76Q: 3 clusters Score -1867182 nChanged 7
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	Iteration 77Q: 3 clusters Score -1867185 nChanged 1
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	Iteration 78Q: 3 clusters Score -1867183 nChanged 2
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	Iteration 79Q: 3 clusters Score -1867180 nChanged 2
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	Iteration 80F: 3 clusters Score -1867182 nChanged 1
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	Iteration 81Q: 3 clusters Score -1867181 nChanged 3
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	Iteration 82Q: 3 clusters Score -1867183 nChanged 5
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	Iteration 83Q: 3 clusters Score -1867183 nChanged 4
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	Iteration 84Q: 3 clusters Score -1867185 nChanged 5
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	Iteration 85Q: 3 clusters Score -1867186 nChanged 6
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	Iteration 86Q: 3 clusters Score -1867188 nChanged 5
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	Iteration 87Q: 3 clusters Score -1867188 nChanged 6
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	Iteration 88Q: 3 clusters Score -1867186 nChanged 9
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	Iteration 89Q: 3 clusters Score -1867186 nChanged 9
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	Iteration 90Q: 3 clusters Score -1867189 nChanged 14
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	Iteration 91Q: 3 clusters Score -1867190 nChanged 12
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	Iteration 92Q: 3 clusters Score -1867193 nChanged 14
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	Iteration 93Q: 3 clusters Score -1867193 nChanged 14
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	Iteration 94Q: 3 clusters Score -1867190 nChanged 13
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	Iteration 95Q: 3 clusters Score -1867196 nChanged 11
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Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1867197.750000 Penalty: 4795.336914
	Iteration 96Q: 3 clusters Score -1867198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1867201.875000 Penalty: 4795.336914
	Iteration 97Q: 3 clusters Score -1867202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1867205.250000 Penalty: 4795.336914
	Iteration 98Q: 3 clusters Score -1867205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1867211.125000 Penalty: 4795.336914
	Iteration 99Q: 3 clusters Score -1867211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1867209.000000 Penalty: 4795.336914
	Iteration 100F: 3 clusters Score -1867209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1867211.750000 Penalty: 4795.336914
	Iteration 101Q: 3 clusters Score -1867212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1867206.000000 Penalty: 4795.336914
	Iteration 102Q: 3 clusters Score -1867206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1867212.625000 Penalty: 4795.336914
	Iteration 103Q: 3 clusters Score -1867213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1867214.625000 Penalty: 4795.336914
	Iteration 104Q: 3 clusters Score -1867215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1867214.375000 Penalty: 4795.336914
	Iteration 105Q: 3 clusters Score -1867214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1867219.625000 Penalty: 4795.336914
	Iteration 106Q: 3 clusters Score -1867220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1867232.000000 Penalty: 4795.336914
	Iteration 107Q: 3 clusters Score -1867232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1867233.125000 Penalty: 4795.336914
	Iteration 108Q: 3 clusters Score -1867233 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1867243.875000 Penalty: 4795.336914
	Iteration 109Q: 3 clusters Score -1867244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1867245.000000 Penalty: 4795.336914
	Iteration 110Q: 3 clusters Score -1867245 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1867246.000000 Penalty: 4795.336914
	Iteration 111Q: 3 clusters Score -1867246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1867246.875000 Penalty: 4795.336914
	Iteration 112Q: 3 clusters Score -1867247 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1867250.125000 Penalty: 4795.336914
	Iteration 113Q: 3 clusters Score -1867250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1867251.500000 Penalty: 4795.336914
	Iteration 114Q: 3 clusters Score -1867252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1867256.375000 Penalty: 4795.336914
	Iteration 115Q: 3 clusters Score -1867256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1867263.125000 Penalty: 4795.336914
	Iteration 116Q: 3 clusters Score -1867263 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1867267.125000 Penalty: 4795.336914
	Iteration 117Q: 3 clusters Score -1867267 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1867276.375000 Penalty: 4795.336914
	Iteration 118Q: 3 clusters Score -1867276 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1867282.625000 Penalty: 4795.336914
	Iteration 119Q: 3 clusters Score -1867283 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1867292.625000 Penalty: 4795.336914
	Iteration 120F: 3 clusters Score -1867293 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1867294.875000 Penalty: 4795.336914
	Iteration 121Q: 3 clusters Score -1867295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1867299.125000 Penalty: 4795.336914
	Iteration 122Q: 3 clusters Score -1867299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1867299.500000 Penalty: 4795.336914
	Iteration 123Q: 3 clusters Score -1867300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1867307.500000 Penalty: 4795.336914
	Iteration 124Q: 3 clusters Score -1867308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1867311.625000 Penalty: 4795.336914
	Iteration 125Q: 3 clusters Score -1867312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1867321.125000 Penalty: 4795.336914
	Iteration 126Q: 3 clusters Score -1867321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1867320.375000 Penalty: 4795.336914
	Iteration 127Q: 3 clusters Score -1867320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1867324.500000 Penalty: 4795.336914
	Iteration 128Q: 3 clusters Score -1867324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1867334.375000 Penalty: 4795.336914
	Iteration 129Q: 3 clusters Score -1867334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1867339.125000 Penalty: 4795.336914
	Iteration 130Q: 3 clusters Score -1867339 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1867338.250000 Penalty: 4795.336914
	Iteration 131Q: 3 clusters Score -1867338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1867338.625000 Penalty: 4795.336914
	Iteration 132Q: 3 clusters Score -1867339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1867343.750000 Penalty: 4795.336914
	Iteration 133Q: 3 clusters Score -1867344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1867350.875000 Penalty: 4795.336914
	Iteration 134Q: 3 clusters Score -1867351 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1867354.375000 Penalty: 4795.336914
	Iteration 135Q: 3 clusters Score -1867354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1867363.125000 Penalty: 4795.336914
	Iteration 136Q: 3 clusters Score -1867363 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1867365.500000 Penalty: 4795.336914
	Iteration 137Q: 3 clusters Score -1867366 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1867371.625000 Penalty: 4795.336914
	Iteration 138Q: 3 clusters Score -1867372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1867379.500000 Penalty: 4795.336914
	Iteration 139Q: 3 clusters Score -1867380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1867383.875000 Penalty: 4795.336914
	Iteration 140F: 3 clusters Score -1867384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1867388.500000 Penalty: 4795.336914
	Iteration 141Q: 3 clusters Score -1867388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1867398.875000 Penalty: 4795.336914
	Iteration 142Q: 3 clusters Score -1867399 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1867411.750000 Penalty: 4795.336914
	Iteration 143Q: 3 clusters Score -1867412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1867408.625000 Penalty: 4795.336914
	Iteration 144Q: 3 clusters Score -1867409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1867410.000000 Penalty: 4795.336914
	Iteration 145Q: 3 clusters Score -1867410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1867414.000000 Penalty: 4795.336914
	Iteration 146Q: 3 clusters Score -1867414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1867419.000000 Penalty: 4795.336914
	Iteration 147Q: 3 clusters Score -1867419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1867418.500000 Penalty: 4795.336914
	Iteration 148Q: 3 clusters Score -1867418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1867419.875000 Penalty: 4795.336914
	Iteration 149Q: 3 clusters Score -1867420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1867421.875000 Penalty: 4795.336914
	Iteration 150Q: 3 clusters Score -1867422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1867422.750000 Penalty: 4795.336914
	Iteration 151Q: 3 clusters Score -1867423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1867426.000000 Penalty: 4795.336914
	Iteration 152Q: 3 clusters Score -1867426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1867423.250000 Penalty: 4795.336914
	Iteration 153Q: 3 clusters Score -1867423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1867426.000000 Penalty: 4795.336914
	Iteration 154Q: 3 clusters Score -1867426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1867423.750000 Penalty: 4795.336914
	Iteration 155Q: 3 clusters Score -1867424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1867422.250000 Penalty: 4795.336914
	Iteration 156Q: 3 clusters Score -1867422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1867423.625000 Penalty: 4795.336914
	Iteration 157Q: 3 clusters Score -1867424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1867428.875000 Penalty: 4795.336914
	Iteration 158Q: 3 clusters Score -1867429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1867429.750000 Penalty: 4795.336914
	Iteration 159Q: 3 clusters Score -1867430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1867433.000000 Penalty: 4795.336914
	Iteration 160F: 3 clusters Score -1867433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1867434.125000 Penalty: 4795.336914
	Iteration 161Q: 3 clusters Score -1867434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1867436.375000 Penalty: 4795.336914
	Iteration 162Q: 3 clusters Score -1867436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1867438.000000 Penalty: 4795.336914
	Iteration 163Q: 3 clusters Score -1867438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1867438.375000 Penalty: 4795.336914
	Iteration 164Q: 3 clusters Score -1867438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1867440.000000 Penalty: 4795.336914
	Iteration 165Q: 3 clusters Score -1867440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1867437.625000 Penalty: 4795.336914
	Iteration 166Q: 3 clusters Score -1867438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1867437.000000 Penalty: 4795.336914
	Iteration 167Q: 3 clusters Score -1867437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1867436.125000 Penalty: 4795.336914
	Iteration 168Q: 3 clusters Score -1867436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1867436.125000 Penalty: 4795.336914
	Iteration 169F: 3 clusters Score -1867436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Entering Unmasked Estep 
Score: -1513586.375000 Penalty: 2353.317383
	Iteration 0F: 2 clusters Score -1513586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1503838.375000 Penalty: 4706.634766
	Iteration 0F: 3 clusters Score -1503838 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1506988.000000 Penalty: 4706.634766
	Iteration 1F: 3 clusters Score -1506988 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1507415.000000 Penalty: 4706.634766
	Iteration 2F: 3 clusters Score -1507415 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1507757.000000 Penalty: 4706.634766
	Iteration 3F: 3 clusters Score -1507757 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1508039.875000 Penalty: 4706.634766
	Iteration 4Q: 3 clusters Score -1508040 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1508326.000000 Penalty: 4706.634766
	Iteration 5Q: 3 clusters Score -1508326 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1508594.625000 Penalty: 4706.634766
	Iteration 6Q: 3 clusters Score -1508595 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1508852.500000 Penalty: 4706.634766
	Iteration 7Q: 3 clusters Score -1508852 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1509098.125000 Penalty: 4706.634766
	Iteration 8Q: 3 clusters Score -1509098 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1509356.875000 Penalty: 4706.634766
	Iteration 9Q: 3 clusters Score -1509357 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1509579.875000 Penalty: 4706.634766
	Iteration 10Q: 3 clusters Score -1509580 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1509800.875000 Penalty: 4706.634766
	Iteration 11Q: 3 clusters Score -1509801 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1510063.000000 Penalty: 4706.634766
	Iteration 12Q: 3 clusters Score -1510063 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1510343.250000 Penalty: 4706.634766
	Iteration 13Q: 3 clusters Score -1510343 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1510642.875000 Penalty: 4706.634766
	Iteration 14Q: 3 clusters Score -1510643 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1510938.125000 Penalty: 4706.634766
	Iteration 15Q: 3 clusters Score -1510938 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1511154.250000 Penalty: 4706.634766
	Iteration 16Q: 3 clusters Score -1511154 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1511351.750000 Penalty: 4706.634766
	Iteration 17Q: 3 clusters Score -1511352 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1511550.875000 Penalty: 4706.634766
	Iteration 18Q: 3 clusters Score -1511551 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1511693.125000 Penalty: 4706.634766
	Iteration 19Q: 3 clusters Score -1511693 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1511793.250000 Penalty: 4706.634766
	Iteration 20F: 3 clusters Score -1511793 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1511850.250000 Penalty: 4706.634766
	Iteration 21Q: 3 clusters Score -1511850 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1511877.750000 Penalty: 4706.634766
	Iteration 22Q: 3 clusters Score -1511878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1511895.250000 Penalty: 4706.634766
	Iteration 23Q: 3 clusters Score -1511895 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1511907.750000 Penalty: 4706.634766
	Iteration 24Q: 3 clusters Score -1511908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1511916.250000 Penalty: 4706.634766
	Iteration 25Q: 3 clusters Score -1511916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1511918.625000 Penalty: 4706.634766
	Iteration 26Q: 3 clusters Score -1511919 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1511930.375000 Penalty: 4706.634766
	Iteration 27Q: 3 clusters Score -1511930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1511934.500000 Penalty: 4706.634766
	Iteration 28Q: 3 clusters Score -1511934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1511940.000000 Penalty: 4706.634766
	Iteration 29Q: 3 clusters Score -1511940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1511942.500000 Penalty: 4706.634766
	Iteration 30Q: 3 clusters Score -1511942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1511944.500000 Penalty: 4706.634766
	Iteration 31Q: 3 clusters Score -1511944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1511947.375000 Penalty: 4706.634766
	Iteration 32Q: 3 clusters Score -1511947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1511950.125000 Penalty: 4706.634766
	Iteration 33Q: 3 clusters Score -1511950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1511952.375000 Penalty: 4706.634766
	Iteration 34Q: 3 clusters Score -1511952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1511952.375000 Penalty: 4706.634766
	Iteration 35F: 3 clusters Score -1511952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Entering Unmasked Estep 
Score: -3936716.500000 Penalty: 2574.302002
	Iteration 0F: 2 clusters Score -3936716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3914804.500000 Penalty: 5148.604004
	Iteration 0F: 3 clusters Score -3914804 nChanged 14618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -3923166.250000 Penalty: 5148.604004
	Iteration 1F: 3 clusters Score -3923166 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -3924112.250000 Penalty: 5148.604004
	Iteration 2F: 3 clusters Score -3924112 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -3925158.500000 Penalty: 5148.604004
	Iteration 3F: 3 clusters Score -3925158 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -3926206.500000 Penalty: 5148.604004
	Iteration 4F: 3 clusters Score -3926206 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -3927174.000000 Penalty: 5148.604004
	Iteration 5F: 3 clusters Score -3927174 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -3928113.000000 Penalty: 5148.604004
	Iteration 6F: 3 clusters Score -3928113 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -3928950.250000 Penalty: 5148.604004
	Iteration 7Q: 3 clusters Score -3928950 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -3929723.250000 Penalty: 5148.604004
	Iteration 8Q: 3 clusters Score -3929723 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -3930498.000000 Penalty: 5148.604004
	Iteration 9Q: 3 clusters Score -3930498 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -3931272.250000 Penalty: 5148.604004
	Iteration 10Q: 3 clusters Score -3931272 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -3931861.250000 Penalty: 5148.604004
	Iteration 11Q: 3 clusters Score -3931861 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -3932274.500000 Penalty: 5148.604004
	Iteration 12Q: 3 clusters Score -3932274 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -3932573.500000 Penalty: 5148.604004
	Iteration 13Q: 3 clusters Score -3932574 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -3932856.250000 Penalty: 5148.604004
	Iteration 14Q: 3 clusters Score -3932856 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -3933106.250000 Penalty: 5148.604004
	Iteration 15Q: 3 clusters Score -3933106 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -3933285.500000 Penalty: 5148.604004
	Iteration 16Q: 3 clusters Score -3933286 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -3933444.500000 Penalty: 5148.604004
	Iteration 17Q: 3 clusters Score -3933444 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -3933581.500000 Penalty: 5148.604004
	Iteration 18Q: 3 clusters Score -3933582 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -3933690.000000 Penalty: 5148.604004
	Iteration 19Q: 3 clusters Score -3933690 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -3933787.000000 Penalty: 5148.604004
	Iteration 20F: 3 clusters Score -3933787 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -3933897.500000 Penalty: 5148.604004
	Iteration 21Q: 3 clusters Score -3933898 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -3933994.750000 Penalty: 5148.604004
	Iteration 22Q: 3 clusters Score -3933995 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -3934047.250000 Penalty: 5148.604004
	Iteration 23Q: 3 clusters Score -3934047 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -3934105.250000 Penalty: 5148.604004
	Iteration 24Q: 3 clusters Score -3934105 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -3934153.500000 Penalty: 5148.604004
	Iteration 25Q: 3 clusters Score -3934154 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -3934180.750000 Penalty: 5148.604004
	Iteration 26Q: 3 clusters Score -3934181 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -3934243.250000 Penalty: 5148.604004
	Iteration 27Q: 3 clusters Score -3934243 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -3934276.250000 Penalty: 5148.604004
	Iteration 28Q: 3 clusters Score -3934276 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -3934308.000000 Penalty: 5148.604004
	Iteration 29Q: 3 clusters Score -3934308 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -3934342.500000 Penalty: 5148.604004
	Iteration 30Q: 3 clusters Score -3934342 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -3934370.250000 Penalty: 5148.604004
	Iteration 31Q: 3 clusters Score -3934370 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -3934379.000000 Penalty: 5148.604004
	Iteration 32Q: 3 clusters Score -3934379 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -3934423.500000 Penalty: 5148.604004
	Iteration 33Q: 3 clusters Score -3934424 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -3934438.250000 Penalty: 5148.604004
	Iteration 34Q: 3 clusters Score -3934438 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -3934455.000000 Penalty: 5148.604004
	Iteration 35Q: 3 clusters Score -3934455 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -3934461.250000 Penalty: 5148.604004
	Iteration 36Q: 3 clusters Score -3934461 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -3934467.000000 Penalty: 5148.604004
	Iteration 37Q: 3 clusters Score -3934467 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -3934473.000000 Penalty: 5148.604004
	Iteration 38Q: 3 clusters Score -3934473 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -3934483.500000 Penalty: 5148.604004
	Iteration 39Q: 3 clusters Score -3934484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -3934485.000000 Penalty: 5148.604004
	Iteration 40F: 3 clusters Score -3934485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -3934494.250000 Penalty: 5148.604004
	Iteration 41Q: 3 clusters Score -3934494 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -3934502.250000 Penalty: 5148.604004
	Iteration 42Q: 3 clusters Score -3934502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -3934521.000000 Penalty: 5148.604004
	Iteration 43Q: 3 clusters Score -3934521 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -3934528.750000 Penalty: 5148.604004
	Iteration 44Q: 3 clusters Score -3934529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -3934534.500000 Penalty: 5148.604004
	Iteration 45Q: 3 clusters Score -3934534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -3934537.750000 Penalty: 5148.604004
	Iteration 46Q: 3 clusters Score -3934538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3934541.750000 Penalty: 5148.604004
	Iteration 47Q: 3 clusters Score -3934542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -3934548.750000 Penalty: 5148.604004
	Iteration 48Q: 3 clusters Score -3934549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -3934564.750000 Penalty: 5148.604004
	Iteration 49Q: 3 clusters Score -3934565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -3934558.250000 Penalty: 5148.604004
	Iteration 50Q: 3 clusters Score -3934558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -3934566.250000 Penalty: 5148.604004
	Iteration 51Q: 3 clusters Score -3934566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -3934566.250000 Penalty: 5148.604004
	Iteration 52Q: 3 clusters Score -3934566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -3934569.250000 Penalty: 5148.604004
	Iteration 53Q: 3 clusters Score -3934569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -3934570.500000 Penalty: 5148.604004
	Iteration 54Q: 3 clusters Score -3934570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -3934576.250000 Penalty: 5148.604004
	Iteration 55Q: 3 clusters Score -3934576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -3934571.500000 Penalty: 5148.604004
	Iteration 56Q: 3 clusters Score -3934572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -3934574.250000 Penalty: 5148.604004
	Iteration 57Q: 3 clusters Score -3934574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -3934580.000000 Penalty: 5148.604004
	Iteration 58Q: 3 clusters Score -3934580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -3934582.500000 Penalty: 5148.604004
	Iteration 59Q: 3 clusters Score -3934582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -3934588.500000 Penalty: 5148.604004
	Iteration 60F: 3 clusters Score -3934588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -3934589.250000 Penalty: 5148.604004
	Iteration 61Q: 3 clusters Score -3934589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -3934589.500000 Penalty: 5148.604004
	Iteration 62Q: 3 clusters Score -3934590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -3934586.750000 Penalty: 5148.604004
	Iteration 63Q: 3 clusters Score -3934587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -3934588.250000 Penalty: 5148.604004
	Iteration 64Q: 3 clusters Score -3934588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -3934593.250000 Penalty: 5148.604004
	Iteration 65Q: 3 clusters Score -3934593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -3934603.500000 Penalty: 5148.604004
	Iteration 66Q: 3 clusters Score -3934604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -3934602.750000 Penalty: 5148.604004
	Iteration 67Q: 3 clusters Score -3934603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -3934597.250000 Penalty: 5148.604004
	Iteration 68Q: 3 clusters Score -3934597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -3934596.000000 Penalty: 5148.604004
	Iteration 69Q: 3 clusters Score -3934596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -3934602.250000 Penalty: 5148.604004
	Iteration 70Q: 3 clusters Score -3934602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -3934600.750000 Penalty: 5148.604004
	Iteration 71Q: 3 clusters Score -3934601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -3934603.250000 Penalty: 5148.604004
	Iteration 72Q: 3 clusters Score -3934603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -3934606.250000 Penalty: 5148.604004
	Iteration 73Q: 3 clusters Score -3934606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -3934602.000000 Penalty: 5148.604004
	Iteration 74Q: 3 clusters Score -3934602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -3934602.000000 Penalty: 5148.604004
	Iteration 75F: 3 clusters Score -3934602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Entering Unmasked Estep 
Score: -3833985.750000 Penalty: 2568.215820
	Iteration 0F: 2 clusters Score -3833986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -3812502.250000 Penalty: 5136.431641
	Iteration 0F: 3 clusters Score -3812502 nChanged 14307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -3820549.500000 Penalty: 5136.431641
	Iteration 1F: 3 clusters Score -3820550 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -3821366.500000 Penalty: 5136.431641
	Iteration 2F: 3 clusters Score -3821366 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -3822445.000000 Penalty: 5136.431641
	Iteration 3F: 3 clusters Score -3822445 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -3823829.750000 Penalty: 5136.431641
	Iteration 4F: 3 clusters Score -3823830 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -3825519.000000 Penalty: 5136.431641
	Iteration 5F: 3 clusters Score -3825519 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -3827014.500000 Penalty: 5136.431641
	Iteration 6F: 3 clusters Score -3827014 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -3828104.750000 Penalty: 5136.431641
	Iteration 7F: 3 clusters Score -3828105 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -3828880.750000 Penalty: 5136.431641
	Iteration 8Q: 3 clusters Score -3828881 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -3829426.750000 Penalty: 5136.431641
	Iteration 9Q: 3 clusters Score -3829427 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -3829853.500000 Penalty: 5136.431641
	Iteration 10Q: 3 clusters Score -3829854 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -3830235.500000 Penalty: 5136.431641
	Iteration 11Q: 3 clusters Score -3830236 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -3830598.750000 Penalty: 5136.431641
	Iteration 12Q: 3 clusters Score -3830599 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -3830974.000000 Penalty: 5136.431641
	Iteration 13Q: 3 clusters Score -3830974 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -3831255.500000 Penalty: 5136.431641
	Iteration 14Q: 3 clusters Score -3831256 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -3831474.000000 Penalty: 5136.431641
	Iteration 15Q: 3 clusters Score -3831474 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3831644.250000 Penalty: 5136.431641
	Iteration 16Q: 3 clusters Score -3831644 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3831775.250000 Penalty: 5136.431641
	Iteration 17Q: 3 clusters Score -3831775 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3831861.750000 Penalty: 5136.431641
	Iteration 18Q: 3 clusters Score -3831862 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3831934.250000 Penalty: 5136.431641
	Iteration 19Q: 3 clusters Score -3831934 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3831980.250000 Penalty: 5136.431641
	Iteration 20F: 3 clusters Score -3831980 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -3832029.250000 Penalty: 5136.431641
	Iteration 21Q: 3 clusters Score -3832029 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3832048.250000 Penalty: 5136.431641
	Iteration 22Q: 3 clusters Score -3832048 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3832074.500000 Penalty: 5136.431641
	Iteration 23Q: 3 clusters Score -3832074 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3832086.250000 Penalty: 5136.431641
	Iteration 24Q: 3 clusters Score -3832086 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3832092.500000 Penalty: 5136.431641
	Iteration 25Q: 3 clusters Score -3832092 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3832110.250000 Penalty: 5136.431641
	Iteration 26Q: 3 clusters Score -3832110 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3832128.000000 Penalty: 5136.431641
	Iteration 27Q: 3 clusters Score -3832128 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3832142.750000 Penalty: 5136.431641
	Iteration 28Q: 3 clusters Score -3832143 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3832155.500000 Penalty: 5136.431641
	Iteration 29Q: 3 clusters Score -3832156 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -3832168.250000 Penalty: 5136.431641
	Iteration 30Q: 3 clusters Score -3832168 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3832194.500000 Penalty: 5136.431641
	Iteration 31Q: 3 clusters Score -3832194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3832195.000000 Penalty: 5136.431641
	Iteration 32Q: 3 clusters Score -3832195 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3832188.500000 Penalty: 5136.431641
	Iteration 33Q: 3 clusters Score -3832188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3832198.500000 Penalty: 5136.431641
	Iteration 34Q: 3 clusters Score -3832198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3832203.500000 Penalty: 5136.431641
	Iteration 35Q: 3 clusters Score -3832204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3832208.250000 Penalty: 5136.431641
	Iteration 36Q: 3 clusters Score -3832208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3832211.750000 Penalty: 5136.431641
	Iteration 37Q: 3 clusters Score -3832212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3832220.500000 Penalty: 5136.431641
	Iteration 38Q: 3 clusters Score -3832220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3832228.500000 Penalty: 5136.431641
	Iteration 39Q: 3 clusters Score -3832228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3832224.500000 Penalty: 5136.431641
	Iteration 40F: 3 clusters Score -3832224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3832232.750000 Penalty: 5136.431641
	Iteration 41Q: 3 clusters Score -3832233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3832229.250000 Penalty: 5136.431641
	Iteration 42Q: 3 clusters Score -3832229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3832233.250000 Penalty: 5136.431641
	Iteration 43Q: 3 clusters Score -3832233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3832244.750000 Penalty: 5136.431641
	Iteration 44Q: 3 clusters Score -3832245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3832241.000000 Penalty: 5136.431641
	Iteration 45Q: 3 clusters Score -3832241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3832249.500000 Penalty: 5136.431641
	Iteration 46Q: 3 clusters Score -3832250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3832250.000000 Penalty: 5136.431641
	Iteration 47Q: 3 clusters Score -3832250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3832249.500000 Penalty: 5136.431641
	Iteration 48Q: 3 clusters Score -3832250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3832253.000000 Penalty: 5136.431641
	Iteration 49Q: 3 clusters Score -3832253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3832256.750000 Penalty: 5136.431641
	Iteration 50Q: 3 clusters Score -3832257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3832262.000000 Penalty: 5136.431641
	Iteration 51Q: 3 clusters Score -3832262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3832269.000000 Penalty: 5136.431641
	Iteration 52Q: 3 clusters Score -3832269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3832270.250000 Penalty: 5136.431641
	Iteration 53Q: 3 clusters Score -3832270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3832276.000000 Penalty: 5136.431641
	Iteration 54Q: 3 clusters Score -3832276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3832274.000000 Penalty: 5136.431641
	Iteration 55Q: 3 clusters Score -3832274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3832277.000000 Penalty: 5136.431641
	Iteration 56Q: 3 clusters Score -3832277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3832273.250000 Penalty: 5136.431641
	Iteration 57Q: 3 clusters Score -3832273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3832275.500000 Penalty: 5136.431641
	Iteration 58Q: 3 clusters Score -3832276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3832277.250000 Penalty: 5136.431641
	Iteration 59Q: 3 clusters Score -3832277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3832281.750000 Penalty: 5136.431641
	Iteration 60F: 3 clusters Score -3832282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3832289.000000 Penalty: 5136.431641
	Iteration 61Q: 3 clusters Score -3832289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3832284.750000 Penalty: 5136.431641
	Iteration 62Q: 3 clusters Score -3832285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3832282.750000 Penalty: 5136.431641
	Iteration 63Q: 3 clusters Score -3832283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3832285.000000 Penalty: 5136.431641
	Iteration 64Q: 3 clusters Score -3832285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3832285.000000 Penalty: 5136.431641
	Iteration 65F: 3 clusters Score -3832285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (70081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70081 members 
Entering Unmasked Estep 
Score: -8586725.000000 Penalty: 2767.036865
	Iteration 0F: 2 clusters Score -8586725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -8539784.000000 Penalty: 5534.073730
	Iteration 0F: 3 clusters Score -8539784 nChanged 32823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -8558671.000000 Penalty: 5534.073730
	Iteration 1F: 3 clusters Score -8558671 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -8560045.000000 Penalty: 5534.073730
	Iteration 2Q: 3 clusters Score -8560045 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -8562024.000000 Penalty: 5534.073730
	Iteration 3F: 3 clusters Score -8562024 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -8564650.000000 Penalty: 5534.073730
	Iteration 4F: 3 clusters Score -8564650 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -8567749.000000 Penalty: 5534.073730
	Iteration 5F: 3 clusters Score -8567749 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -8570707.000000 Penalty: 5534.073730
	Iteration 6F: 3 clusters Score -8570707 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54637 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -8573522.000000 Penalty: 5534.073730
	Iteration 7F: 3 clusters Score -8573522 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -8575935.000000 Penalty: 5534.073730
	Iteration 8F: 3 clusters Score -8575935 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61231 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -8578111.000000 Penalty: 5534.073730
	Iteration 9Q: 3 clusters Score -8578111 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63905 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -8580080.000000 Penalty: 5534.073730
	Iteration 10Q: 3 clusters Score -8580080 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -8581766.000000 Penalty: 5534.073730
	Iteration 11Q: 3 clusters Score -8581766 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67493 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -8582942.000000 Penalty: 5534.073730
	Iteration 12Q: 3 clusters Score -8582942 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68387 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -8583665.000000 Penalty: 5534.073730
	Iteration 13Q: 3 clusters Score -8583665 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68875 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -8584064.000000 Penalty: 5534.073730
	Iteration 14Q: 3 clusters Score -8584064 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69114 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8584208.000000 Penalty: 5534.073730
	Iteration 15Q: 3 clusters Score -8584208 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69237 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8584325.000000 Penalty: 5534.073730
	Iteration 16Q: 3 clusters Score -8584325 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69315 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8584363.000000 Penalty: 5534.073730
	Iteration 17Q: 3 clusters Score -8584363 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69362 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8584402.000000 Penalty: 5534.073730
	Iteration 18Q: 3 clusters Score -8584402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69374 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8584405.000000 Penalty: 5534.073730
	Iteration 19Q: 3 clusters Score -8584405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69386 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8584415.000000 Penalty: 5534.073730
	Iteration 20F: 3 clusters Score -8584415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69402 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8584434.000000 Penalty: 5534.073730
	Iteration 21Q: 3 clusters Score -8584434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69419 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8584450.000000 Penalty: 5534.073730
	Iteration 22Q: 3 clusters Score -8584450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69432 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8584457.000000 Penalty: 5534.073730
	Iteration 23Q: 3 clusters Score -8584457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69443 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8584457.000000 Penalty: 5534.073730
	Iteration 24Q: 3 clusters Score -8584457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69446 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8584465.000000 Penalty: 5534.073730
	Iteration 25Q: 3 clusters Score -8584465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69449 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8584464.000000 Penalty: 5534.073730
	Iteration 26Q: 3 clusters Score -8584464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69455 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8584473.000000 Penalty: 5534.073730
	Iteration 27Q: 3 clusters Score -8584473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69464 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8584490.000000 Penalty: 5534.073730
	Iteration 28Q: 3 clusters Score -8584490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69469 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8584489.000000 Penalty: 5534.073730
	Iteration 29Q: 3 clusters Score -8584489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69472 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8584489.000000 Penalty: 5534.073730
	Iteration 30Q: 3 clusters Score -8584489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69476 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8584504.000000 Penalty: 5534.073730
	Iteration 31Q: 3 clusters Score -8584504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69477 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8584505.000000 Penalty: 5534.073730
	Iteration 32Q: 3 clusters Score -8584505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69483 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8584508.000000 Penalty: 5534.073730
	Iteration 33Q: 3 clusters Score -8584508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69487 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8584514.000000 Penalty: 5534.073730
	Iteration 34Q: 3 clusters Score -8584514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69490 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8584520.000000 Penalty: 5534.073730
	Iteration 35Q: 3 clusters Score -8584520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69499 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8584529.000000 Penalty: 5534.073730
	Iteration 36Q: 3 clusters Score -8584529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69498 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8584533.000000 Penalty: 5534.073730
	Iteration 37Q: 3 clusters Score -8584533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69499 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8584540.000000 Penalty: 5534.073730
	Iteration 38Q: 3 clusters Score -8584540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69500 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8584540.000000 Penalty: 5534.073730
	Iteration 39Q: 3 clusters Score -8584540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69503 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8584533.000000 Penalty: 5534.073730
	Iteration 40F: 3 clusters Score -8584533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69509 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8584543.000000 Penalty: 5534.073730
	Iteration 41Q: 3 clusters Score -8584543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69510 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8584537.000000 Penalty: 5534.073730
	Iteration 42Q: 3 clusters Score -8584537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69510 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8584537.000000 Penalty: 5534.073730
	Iteration 43F: 3 clusters Score -8584537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Entering Unmasked Estep 
Score: -2169448.250000 Penalty: 2418.487793
	Iteration 0F: 2 clusters Score -2169448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2157174.000000 Penalty: 4836.975586
	Iteration 0F: 3 clusters Score -2157174 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2161222.000000 Penalty: 4836.975586
	Iteration 1F: 3 clusters Score -2161222 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2161704.250000 Penalty: 4836.975586
	Iteration 2F: 3 clusters Score -2161704 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2162157.000000 Penalty: 4836.975586
	Iteration 3F: 3 clusters Score -2162157 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2162643.500000 Penalty: 4836.975586
	Iteration 4F: 3 clusters Score -2162644 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2163225.500000 Penalty: 4836.975586
	Iteration 5F: 3 clusters Score -2163226 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2163992.250000 Penalty: 4836.975586
	Iteration 6F: 3 clusters Score -2163992 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2164866.000000 Penalty: 4836.975586
	Iteration 7F: 3 clusters Score -2164866 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2165686.750000 Penalty: 4836.975586
	Iteration 8F: 3 clusters Score -2165687 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2166359.500000 Penalty: 4836.975586
	Iteration 9Q: 3 clusters Score -2166360 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2166819.750000 Penalty: 4836.975586
	Iteration 10Q: 3 clusters Score -2166820 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2167073.000000 Penalty: 4836.975586
	Iteration 11Q: 3 clusters Score -2167073 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2167198.000000 Penalty: 4836.975586
	Iteration 12Q: 3 clusters Score -2167198 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2167263.750000 Penalty: 4836.975586
	Iteration 13Q: 3 clusters Score -2167264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2167300.000000 Penalty: 4836.975586
	Iteration 14Q: 3 clusters Score -2167300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2167319.750000 Penalty: 4836.975586
	Iteration 15Q: 3 clusters Score -2167320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2167337.750000 Penalty: 4836.975586
	Iteration 16Q: 3 clusters Score -2167338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2167351.000000 Penalty: 4836.975586
	Iteration 17Q: 3 clusters Score -2167351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2167350.500000 Penalty: 4836.975586
	Iteration 18Q: 3 clusters Score -2167350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2167350.500000 Penalty: 4836.975586
	Iteration 19F: 3 clusters Score -2167350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130275 members 
Entering Unmasked Estep 
Score: -15907104.000000 Penalty: 2920.795898
	Iteration 0F: 2 clusters Score -1.59071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65394 members 
Mstep: Class 2 contains 64881 members 
Entering Unmasked Estep 
Score: -15819974.000000 Penalty: 5841.591797
	Iteration 0F: 3 clusters Score -1.581997e+07 nChanged 62145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68227 members 
Mstep: Class 2 contains 62048 members 
Entering Unmasked Estep 
Score: -15855886.000000 Penalty: 5841.591797
	Iteration 1F: 3 clusters Score -1.585589e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70133 members 
Mstep: Class 2 contains 60142 members 
Entering Unmasked Estep 
Score: -15857308.000000 Penalty: 5841.591797
	Iteration 2Q: 3 clusters Score -1.585731e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73328 members 
Mstep: Class 2 contains 56947 members 
Entering Unmasked Estep 
Score: -15859323.000000 Penalty: 5841.591797
	Iteration 3Q: 3 clusters Score -1.585932e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78429 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -15862399.000000 Penalty: 5841.591797
	Iteration 4F: 3 clusters Score -1.58624e+07 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85994 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -15867679.000000 Penalty: 5841.591797
	Iteration 5F: 3 clusters Score -1.586768e+07 nChanged 10459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95779 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -15875852.000000 Penalty: 5841.591797
	Iteration 6F: 3 clusters Score -1.587585e+07 nChanged 10956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106261 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -15885262.000000 Penalty: 5841.591797
	Iteration 7F: 3 clusters Score -1.588526e+07 nChanged 9047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115012 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -15893396.000000 Penalty: 5841.591797
	Iteration 8F: 3 clusters Score -1.58934e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120807 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -15898486.000000 Penalty: 5841.591797
	Iteration 9Q: 3 clusters Score -1.589849e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124259 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -15901248.000000 Penalty: 5841.591797
	Iteration 10Q: 3 clusters Score -1.590125e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126161 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -15902818.000000 Penalty: 5841.591797
	Iteration 11Q: 3 clusters Score -1.590282e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127127 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -15903632.000000 Penalty: 5841.591797
	Iteration 12Q: 3 clusters Score -1.590363e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127627 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -15903995.000000 Penalty: 5841.591797
	Iteration 13Q: 3 clusters Score -1.5904e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127914 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -15904223.000000 Penalty: 5841.591797
	Iteration 14Q: 3 clusters Score -1.590422e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128101 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -15904385.000000 Penalty: 5841.591797
	Iteration 15Q: 3 clusters Score -1.590438e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128233 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -15904534.000000 Penalty: 5841.591797
	Iteration 16Q: 3 clusters Score -1.590453e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128349 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -15904642.000000 Penalty: 5841.591797
	Iteration 17Q: 3 clusters Score -1.590464e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128435 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -15904676.000000 Penalty: 5841.591797
	Iteration 18Q: 3 clusters Score -1.590468e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128518 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -15904743.000000 Penalty: 5841.591797
	Iteration 19Q: 3 clusters Score -1.590474e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128585 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -15904803.000000 Penalty: 5841.591797
	Iteration 20F: 3 clusters Score -1.59048e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128628 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -15904837.000000 Penalty: 5841.591797
	Iteration 21Q: 3 clusters Score -1.590484e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128675 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -15904868.000000 Penalty: 5841.591797
	Iteration 22Q: 3 clusters Score -1.590487e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128703 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -15904897.000000 Penalty: 5841.591797
	Iteration 23Q: 3 clusters Score -1.59049e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128716 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -15904912.000000 Penalty: 5841.591797
	Iteration 24Q: 3 clusters Score -1.590491e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128743 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -15904901.000000 Penalty: 5841.591797
	Iteration 25Q: 3 clusters Score -1.59049e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128757 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -15904911.000000 Penalty: 5841.591797
	Iteration 26Q: 3 clusters Score -1.590491e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128774 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -15904949.000000 Penalty: 5841.591797
	Iteration 27Q: 3 clusters Score -1.590495e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128794 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -15904951.000000 Penalty: 5841.591797
	Iteration 28Q: 3 clusters Score -1.590495e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128812 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -15904995.000000 Penalty: 5841.591797
	Iteration 29Q: 3 clusters Score -1.5905e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128831 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -15905003.000000 Penalty: 5841.591797
	Iteration 30Q: 3 clusters Score -1.5905e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128835 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -15905028.000000 Penalty: 5841.591797
	Iteration 31Q: 3 clusters Score -1.590503e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128847 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -15905045.000000 Penalty: 5841.591797
	Iteration 32Q: 3 clusters Score -1.590504e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128859 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -15905085.000000 Penalty: 5841.591797
	Iteration 33Q: 3 clusters Score -1.590508e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128870 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -15905091.000000 Penalty: 5841.591797
	Iteration 34Q: 3 clusters Score -1.590509e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128877 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -15905109.000000 Penalty: 5841.591797
	Iteration 35Q: 3 clusters Score -1.590511e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128890 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -15905117.000000 Penalty: 5841.591797
	Iteration 36Q: 3 clusters Score -1.590512e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128897 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -15905117.000000 Penalty: 5841.591797
	Iteration 37Q: 3 clusters Score -1.590512e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128896 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -15905118.000000 Penalty: 5841.591797
	Iteration 38Q: 3 clusters Score -1.590512e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128903 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -15905123.000000 Penalty: 5841.591797
	Iteration 39Q: 3 clusters Score -1.590512e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128910 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -15905143.000000 Penalty: 5841.591797
	Iteration 40F: 3 clusters Score -1.590514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128917 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -15905145.000000 Penalty: 5841.591797
	Iteration 41Q: 3 clusters Score -1.590514e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128927 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -15905162.000000 Penalty: 5841.591797
	Iteration 42Q: 3 clusters Score -1.590516e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128926 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -15905157.000000 Penalty: 5841.591797
	Iteration 43Q: 3 clusters Score -1.590516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128933 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -15905162.000000 Penalty: 5841.591797
	Iteration 44Q: 3 clusters Score -1.590516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128935 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -15905173.000000 Penalty: 5841.591797
	Iteration 45Q: 3 clusters Score -1.590517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128940 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -15905176.000000 Penalty: 5841.591797
	Iteration 46Q: 3 clusters Score -1.590518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128942 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -15905171.000000 Penalty: 5841.591797
	Iteration 47Q: 3 clusters Score -1.590517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128949 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -15905172.000000 Penalty: 5841.591797
	Iteration 48Q: 3 clusters Score -1.590517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128950 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -15905181.000000 Penalty: 5841.591797
	Iteration 49Q: 3 clusters Score -1.590518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128952 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -15905172.000000 Penalty: 5841.591797
	Iteration 50Q: 3 clusters Score -1.590517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128954 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -15905187.000000 Penalty: 5841.591797
	Iteration 51Q: 3 clusters Score -1.590519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128953 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -15905188.000000 Penalty: 5841.591797
	Iteration 52Q: 3 clusters Score -1.590519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128951 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -15905183.000000 Penalty: 5841.591797
	Iteration 53Q: 3 clusters Score -1.590518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128949 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -15905186.000000 Penalty: 5841.591797
	Iteration 54Q: 3 clusters Score -1.590519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128947 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -15905183.000000 Penalty: 5841.591797
	Iteration 55Q: 3 clusters Score -1.590518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128943 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -15905188.000000 Penalty: 5841.591797
	Iteration 56Q: 3 clusters Score -1.590519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128940 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -15905185.000000 Penalty: 5841.591797
	Iteration 57Q: 3 clusters Score -1.590518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128937 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -15905175.000000 Penalty: 5841.591797
	Iteration 58Q: 3 clusters Score -1.590518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128936 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -15905179.000000 Penalty: 5841.591797
	Iteration 59Q: 3 clusters Score -1.590518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128935 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -15905179.000000 Penalty: 5841.591797
	Iteration 60F: 3 clusters Score -1.590518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54354 members 
Entering Unmasked Estep 
Score: -6204357.500000 Penalty: 2704.011963
	Iteration 0F: 2 clusters Score -6204358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -6167801.000000 Penalty: 5408.023926
	Iteration 0F: 3 clusters Score -6167801 nChanged 25155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -6182262.000000 Penalty: 5408.023926
	Iteration 1F: 3 clusters Score -6182262 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -6183668.500000 Penalty: 5408.023926
	Iteration 2F: 3 clusters Score -6183668 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -6185566.000000 Penalty: 5408.023926
	Iteration 3F: 3 clusters Score -6185566 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -6187643.500000 Penalty: 5408.023926
	Iteration 4F: 3 clusters Score -6187644 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -6189943.000000 Penalty: 5408.023926
	Iteration 5F: 3 clusters Score -6189943 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -6192042.000000 Penalty: 5408.023926
	Iteration 6F: 3 clusters Score -6192042 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -6193895.000000 Penalty: 5408.023926
	Iteration 7F: 3 clusters Score -6193895 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -6195389.000000 Penalty: 5408.023926
	Iteration 8Q: 3 clusters Score -6195389 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -6196558.500000 Penalty: 5408.023926
	Iteration 9Q: 3 clusters Score -6196558 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -6197351.500000 Penalty: 5408.023926
	Iteration 10Q: 3 clusters Score -6197352 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -6197791.500000 Penalty: 5408.023926
	Iteration 11Q: 3 clusters Score -6197792 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -6197994.000000 Penalty: 5408.023926
	Iteration 12Q: 3 clusters Score -6197994 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -6198161.500000 Penalty: 5408.023926
	Iteration 13Q: 3 clusters Score -6198162 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -6198258.000000 Penalty: 5408.023926
	Iteration 14Q: 3 clusters Score -6198258 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -6198348.000000 Penalty: 5408.023926
	Iteration 15Q: 3 clusters Score -6198348 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -6198433.000000 Penalty: 5408.023926
	Iteration 16Q: 3 clusters Score -6198433 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -6198511.500000 Penalty: 5408.023926
	Iteration 17Q: 3 clusters Score -6198512 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -6198581.000000 Penalty: 5408.023926
	Iteration 18Q: 3 clusters Score -6198581 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -6198649.000000 Penalty: 5408.023926
	Iteration 19Q: 3 clusters Score -6198649 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -6198747.000000 Penalty: 5408.023926
	Iteration 20F: 3 clusters Score -6198747 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -6198858.000000 Penalty: 5408.023926
	Iteration 21Q: 3 clusters Score -6198858 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -6198960.500000 Penalty: 5408.023926
	Iteration 22Q: 3 clusters Score -6198960 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -6199089.500000 Penalty: 5408.023926
	Iteration 23Q: 3 clusters Score -6199090 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -6199178.500000 Penalty: 5408.023926
	Iteration 24Q: 3 clusters Score -6199178 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -6199327.000000 Penalty: 5408.023926
	Iteration 25Q: 3 clusters Score -6199327 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -6199485.500000 Penalty: 5408.023926
	Iteration 26Q: 3 clusters Score -6199486 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -6199740.500000 Penalty: 5408.023926
	Iteration 27Q: 3 clusters Score -6199740 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -6200037.000000 Penalty: 5408.023926
	Iteration 28Q: 3 clusters Score -6200037 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -6200353.000000 Penalty: 5408.023926
	Iteration 29Q: 3 clusters Score -6200353 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -6200700.000000 Penalty: 5408.023926
	Iteration 30Q: 3 clusters Score -6200700 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -6200959.500000 Penalty: 5408.023926
	Iteration 31Q: 3 clusters Score -6200960 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -6201212.000000 Penalty: 5408.023926
	Iteration 32Q: 3 clusters Score -6201212 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -6201464.500000 Penalty: 5408.023926
	Iteration 33Q: 3 clusters Score -6201464 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -6201696.000000 Penalty: 5408.023926
	Iteration 34Q: 3 clusters Score -6201696 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -6201906.000000 Penalty: 5408.023926
	Iteration 35Q: 3 clusters Score -6201906 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -6202078.000000 Penalty: 5408.023926
	Iteration 36Q: 3 clusters Score -6202078 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -6202234.500000 Penalty: 5408.023926
	Iteration 37Q: 3 clusters Score -6202234 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -6202406.000000 Penalty: 5408.023926
	Iteration 38Q: 3 clusters Score -6202406 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -6202512.000000 Penalty: 5408.023926
	Iteration 39Q: 3 clusters Score -6202512 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -6202580.000000 Penalty: 5408.023926
	Iteration 40F: 3 clusters Score -6202580 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -6202663.000000 Penalty: 5408.023926
	Iteration 41Q: 3 clusters Score -6202663 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -6202712.500000 Penalty: 5408.023926
	Iteration 42Q: 3 clusters Score -6202712 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -6202773.500000 Penalty: 5408.023926
	Iteration 43Q: 3 clusters Score -6202774 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -6202829.000000 Penalty: 5408.023926
	Iteration 44Q: 3 clusters Score -6202829 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -6202876.000000 Penalty: 5408.023926
	Iteration 45Q: 3 clusters Score -6202876 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -6202912.000000 Penalty: 5408.023926
	Iteration 46Q: 3 clusters Score -6202912 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49135 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -6202945.000000 Penalty: 5408.023926
	Iteration 47Q: 3 clusters Score -6202945 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -6202971.000000 Penalty: 5408.023926
	Iteration 48Q: 3 clusters Score -6202971 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -6202992.500000 Penalty: 5408.023926
	Iteration 49Q: 3 clusters Score -6202992 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49454 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -6203004.500000 Penalty: 5408.023926
	Iteration 50Q: 3 clusters Score -6203004 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -6203024.000000 Penalty: 5408.023926
	Iteration 51Q: 3 clusters Score -6203024 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -6203055.000000 Penalty: 5408.023926
	Iteration 52Q: 3 clusters Score -6203055 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -6203056.000000 Penalty: 5408.023926
	Iteration 53Q: 3 clusters Score -6203056 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -6203074.500000 Penalty: 5408.023926
	Iteration 54Q: 3 clusters Score -6203074 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49769 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -6203093.500000 Penalty: 5408.023926
	Iteration 55Q: 3 clusters Score -6203094 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -6203088.500000 Penalty: 5408.023926
	Iteration 56Q: 3 clusters Score -6203088 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -6203091.500000 Penalty: 5408.023926
	Iteration 57Q: 3 clusters Score -6203092 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -6203097.500000 Penalty: 5408.023926
	Iteration 58Q: 3 clusters Score -6203098 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -6203102.000000 Penalty: 5408.023926
	Iteration 59Q: 3 clusters Score -6203102 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50002 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -6203113.500000 Penalty: 5408.023926
	Iteration 60F: 3 clusters Score -6203114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -6203111.000000 Penalty: 5408.023926
	Iteration 61Q: 3 clusters Score -6203111 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -6203115.000000 Penalty: 5408.023926
	Iteration 62Q: 3 clusters Score -6203115 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50081 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -6203144.000000 Penalty: 5408.023926
	Iteration 63Q: 3 clusters Score -6203144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -6203155.000000 Penalty: 5408.023926
	Iteration 64Q: 3 clusters Score -6203155 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -6203168.500000 Penalty: 5408.023926
	Iteration 65Q: 3 clusters Score -6203168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -6203188.000000 Penalty: 5408.023926
	Iteration 66Q: 3 clusters Score -6203188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -6203181.500000 Penalty: 5408.023926
	Iteration 67Q: 3 clusters Score -6203182 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -6203213.500000 Penalty: 5408.023926
	Iteration 68Q: 3 clusters Score -6203214 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -6203273.500000 Penalty: 5408.023926
	Iteration 69Q: 3 clusters Score -6203274 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50461 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -6203407.000000 Penalty: 5408.023926
	Iteration 70Q: 3 clusters Score -6203407 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -6203554.500000 Penalty: 5408.023926
	Iteration 71Q: 3 clusters Score -6203554 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -6203670.500000 Penalty: 5408.023926
	Iteration 72Q: 3 clusters Score -6203670 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -6203765.500000 Penalty: 5408.023926
	Iteration 73Q: 3 clusters Score -6203766 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50727 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -6203838.000000 Penalty: 5408.023926
	Iteration 74Q: 3 clusters Score -6203838 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -6203871.500000 Penalty: 5408.023926
	Iteration 75Q: 3 clusters Score -6203872 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -6203893.500000 Penalty: 5408.023926
	Iteration 76Q: 3 clusters Score -6203894 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -6203908.000000 Penalty: 5408.023926
	Iteration 77Q: 3 clusters Score -6203908 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -6203927.000000 Penalty: 5408.023926
	Iteration 78Q: 3 clusters Score -6203927 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -6203944.500000 Penalty: 5408.023926
	Iteration 79Q: 3 clusters Score -6203944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -6203954.000000 Penalty: 5408.023926
	Iteration 80F: 3 clusters Score -6203954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -6203966.000000 Penalty: 5408.023926
	Iteration 81Q: 3 clusters Score -6203966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -6203958.500000 Penalty: 5408.023926
	Iteration 82Q: 3 clusters Score -6203958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50860 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -6203961.500000 Penalty: 5408.023926
	Iteration 83Q: 3 clusters Score -6203962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -6203959.000000 Penalty: 5408.023926
	Iteration 84Q: 3 clusters Score -6203959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -6203962.000000 Penalty: 5408.023926
	Iteration 85Q: 3 clusters Score -6203962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -6203958.000000 Penalty: 5408.023926
	Iteration 86Q: 3 clusters Score -6203958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -6203957.000000 Penalty: 5408.023926
	Iteration 87Q: 3 clusters Score -6203957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -6203969.500000 Penalty: 5408.023926
	Iteration 88Q: 3 clusters Score -6203970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -6203969.500000 Penalty: 5408.023926
	Iteration 89F: 3 clusters Score -6203970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (228802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228802 members 
Entering Unmasked Estep 
Score: -27937040.000000 Penalty: 3060.471924
	Iteration 0F: 2 clusters Score -2.793704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114536 members 
Mstep: Class 2 contains 114266 members 
Entering Unmasked Estep 
Score: -27787110.000000 Penalty: 6120.943848
	Iteration 0F: 3 clusters Score -2.778711e+07 nChanged 110390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116950 members 
Mstep: Class 2 contains 111852 members 
Entering Unmasked Estep 
Score: -27851382.000000 Penalty: 6120.943848
	Iteration 1F: 3 clusters Score -2.785138e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118146 members 
Mstep: Class 2 contains 110656 members 
Entering Unmasked Estep 
Score: -27852418.000000 Penalty: 6120.943848
	Iteration 2Q: 3 clusters Score -2.785242e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120109 members 
Mstep: Class 2 contains 108693 members 
Entering Unmasked Estep 
Score: -27853390.000000 Penalty: 6120.943848
	Iteration 3Q: 3 clusters Score -2.785339e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123242 members 
Mstep: Class 2 contains 105560 members 
Entering Unmasked Estep 
Score: -27854370.000000 Penalty: 6120.943848
	Iteration 4Q: 3 clusters Score -2.785437e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128073 members 
Mstep: Class 2 contains 100729 members 
Entering Unmasked Estep 
Score: -27856316.000000 Penalty: 6120.943848
	Iteration 5Q: 3 clusters Score -2.785632e+07 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135448 members 
Mstep: Class 2 contains 93354 members 
Entering Unmasked Estep 
Score: -27859534.000000 Penalty: 6120.943848
	Iteration 6Q: 3 clusters Score -2.785953e+07 nChanged 11921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146583 members 
Mstep: Class 2 contains 82219 members 
Entering Unmasked Estep 
Score: -27865560.000000 Penalty: 6120.943848
	Iteration 7F: 3 clusters Score -2.786556e+07 nChanged 15977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162174 members 
Mstep: Class 2 contains 66628 members 
Entering Unmasked Estep 
Score: -27876542.000000 Penalty: 6120.943848
	Iteration 8F: 3 clusters Score -2.787654e+07 nChanged 19076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181096 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -27892198.000000 Penalty: 6120.943848
	Iteration 9F: 3 clusters Score -2.78922e+07 nChanged 18506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199526 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -27908712.000000 Penalty: 6120.943848
	Iteration 10F: 3 clusters Score -2.790871e+07 nChanged 13433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212929 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -27920916.000000 Penalty: 6120.943848
	Iteration 11F: 3 clusters Score -2.792092e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220428 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -27927714.000000 Penalty: 6120.943848
	Iteration 12Q: 3 clusters Score -2.792771e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224245 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -27931240.000000 Penalty: 6120.943848
	Iteration 13Q: 3 clusters Score -2.793124e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226072 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -27932808.000000 Penalty: 6120.943848
	Iteration 14Q: 3 clusters Score -2.793281e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226946 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -27933472.000000 Penalty: 6120.943848
	Iteration 15Q: 3 clusters Score -2.793347e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227433 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -27933866.000000 Penalty: 6120.943848
	Iteration 16Q: 3 clusters Score -2.793387e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227704 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -27934054.000000 Penalty: 6120.943848
	Iteration 17Q: 3 clusters Score -2.793405e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227839 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -27934198.000000 Penalty: 6120.943848
	Iteration 18Q: 3 clusters Score -2.79342e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227929 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -27934258.000000 Penalty: 6120.943848
	Iteration 19Q: 3 clusters Score -2.793426e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227984 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -27934304.000000 Penalty: 6120.943848
	Iteration 20F: 3 clusters Score -2.79343e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228032 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -27934332.000000 Penalty: 6120.943848
	Iteration 21Q: 3 clusters Score -2.793433e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228073 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -27934344.000000 Penalty: 6120.943848
	Iteration 22Q: 3 clusters Score -2.793434e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228096 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -27934328.000000 Penalty: 6120.943848
	Iteration 23Q: 3 clusters Score -2.793433e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228117 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -27934350.000000 Penalty: 6120.943848
	Iteration 24Q: 3 clusters Score -2.793435e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228132 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -27934368.000000 Penalty: 6120.943848
	Iteration 25Q: 3 clusters Score -2.793437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228142 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -27934380.000000 Penalty: 6120.943848
	Iteration 26Q: 3 clusters Score -2.793438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228145 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -27934368.000000 Penalty: 6120.943848
	Iteration 27Q: 3 clusters Score -2.793437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228152 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -27934374.000000 Penalty: 6120.943848
	Iteration 28Q: 3 clusters Score -2.793437e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228161 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -27934382.000000 Penalty: 6120.943848
	Iteration 29Q: 3 clusters Score -2.793438e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228166 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -27934388.000000 Penalty: 6120.943848
	Iteration 30Q: 3 clusters Score -2.793439e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228172 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -27934416.000000 Penalty: 6120.943848
	Iteration 31Q: 3 clusters Score -2.793442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228178 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -27934382.000000 Penalty: 6120.943848
	Iteration 32Q: 3 clusters Score -2.793438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228186 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -27934420.000000 Penalty: 6120.943848
	Iteration 33Q: 3 clusters Score -2.793442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228191 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -27934422.000000 Penalty: 6120.943848
	Iteration 34Q: 3 clusters Score -2.793442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228199 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -27934424.000000 Penalty: 6120.943848
	Iteration 35Q: 3 clusters Score -2.793442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228207 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -27934424.000000 Penalty: 6120.943848
	Iteration 36Q: 3 clusters Score -2.793442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228211 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -27934430.000000 Penalty: 6120.943848
	Iteration 37Q: 3 clusters Score -2.793443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228216 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -27934434.000000 Penalty: 6120.943848
	Iteration 38Q: 3 clusters Score -2.793443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228215 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -27934442.000000 Penalty: 6120.943848
	Iteration 39Q: 3 clusters Score -2.793444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228215 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -27934448.000000 Penalty: 6120.943848
	Iteration 40F: 3 clusters Score -2.793445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228216 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -27934452.000000 Penalty: 6120.943848
	Iteration 41Q: 3 clusters Score -2.793445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228217 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -27934444.000000 Penalty: 6120.943848
	Iteration 42Q: 3 clusters Score -2.793444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228218 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -27934452.000000 Penalty: 6120.943848
	Iteration 43Q: 3 clusters Score -2.793445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228218 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -27934456.000000 Penalty: 6120.943848
	Iteration 44Q: 3 clusters Score -2.793446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228218 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -27934444.000000 Penalty: 6120.943848
	Iteration 45Q: 3 clusters Score -2.793444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228219 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -27934448.000000 Penalty: 6120.943848
	Iteration 46Q: 3 clusters Score -2.793445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228220 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -27934452.000000 Penalty: 6120.943848
	Iteration 47Q: 3 clusters Score -2.793445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228221 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -27934452.000000 Penalty: 6120.943848
	Iteration 48Q: 3 clusters Score -2.793445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228220 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -27934456.000000 Penalty: 6120.943848
	Iteration 49Q: 3 clusters Score -2.793446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228221 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -27934450.000000 Penalty: 6120.943848
	Iteration 50Q: 3 clusters Score -2.793445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228222 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -27934444.000000 Penalty: 6120.943848
	Iteration 51Q: 3 clusters Score -2.793444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228222 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -27934444.000000 Penalty: 6120.943848
	Iteration 52F: 3 clusters Score -2.793444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Entering Unmasked Estep 
Score: -1370839.375000 Penalty: 2312.225586
	Iteration 0F: 2 clusters Score -1370839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1362472.375000 Penalty: 4624.451172
	Iteration 0F: 3 clusters Score -1362472 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1365025.750000 Penalty: 4624.451172
	Iteration 1F: 3 clusters Score -1365026 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1365334.250000 Penalty: 4624.451172
	Iteration 2F: 3 clusters Score -1365334 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1365600.875000 Penalty: 4624.451172
	Iteration 3Q: 3 clusters Score -1365601 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1365877.250000 Penalty: 4624.451172
	Iteration 4Q: 3 clusters Score -1365877 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1366166.750000 Penalty: 4624.451172
	Iteration 5Q: 3 clusters Score -1366167 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1366433.375000 Penalty: 4624.451172
	Iteration 6Q: 3 clusters Score -1366433 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1366692.000000 Penalty: 4624.451172
	Iteration 7Q: 3 clusters Score -1366692 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1366937.750000 Penalty: 4624.451172
	Iteration 8Q: 3 clusters Score -1366938 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1367161.625000 Penalty: 4624.451172
	Iteration 9Q: 3 clusters Score -1367162 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1367361.000000 Penalty: 4624.451172
	Iteration 10Q: 3 clusters Score -1367361 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1367540.500000 Penalty: 4624.451172
	Iteration 11Q: 3 clusters Score -1367540 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1367725.750000 Penalty: 4624.451172
	Iteration 12Q: 3 clusters Score -1367726 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1367896.375000 Penalty: 4624.451172
	Iteration 13Q: 3 clusters Score -1367896 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1368063.875000 Penalty: 4624.451172
	Iteration 14Q: 3 clusters Score -1368064 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1368244.500000 Penalty: 4624.451172
	Iteration 15Q: 3 clusters Score -1368244 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1368420.875000 Penalty: 4624.451172
	Iteration 16Q: 3 clusters Score -1368421 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1368610.875000 Penalty: 4624.451172
	Iteration 17Q: 3 clusters Score -1368611 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1368778.250000 Penalty: 4624.451172
	Iteration 18Q: 3 clusters Score -1368778 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1368920.625000 Penalty: 4624.451172
	Iteration 19Q: 3 clusters Score -1368921 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1369051.250000 Penalty: 4624.451172
	Iteration 20F: 3 clusters Score -1369051 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1369162.625000 Penalty: 4624.451172
	Iteration 21Q: 3 clusters Score -1369163 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1369254.000000 Penalty: 4624.451172
	Iteration 22Q: 3 clusters Score -1369254 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1369324.125000 Penalty: 4624.451172
	Iteration 23Q: 3 clusters Score -1369324 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1369394.125000 Penalty: 4624.451172
	Iteration 24Q: 3 clusters Score -1369394 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1369453.375000 Penalty: 4624.451172
	Iteration 25Q: 3 clusters Score -1369453 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1369505.875000 Penalty: 4624.451172
	Iteration 26Q: 3 clusters Score -1369506 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1369549.875000 Penalty: 4624.451172
	Iteration 27Q: 3 clusters Score -1369550 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1369581.000000 Penalty: 4624.451172
	Iteration 28Q: 3 clusters Score -1369581 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1369600.125000 Penalty: 4624.451172
	Iteration 29Q: 3 clusters Score -1369600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1369614.000000 Penalty: 4624.451172
	Iteration 30Q: 3 clusters Score -1369614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1369621.875000 Penalty: 4624.451172
	Iteration 31Q: 3 clusters Score -1369622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1369626.875000 Penalty: 4624.451172
	Iteration 32Q: 3 clusters Score -1369627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1369636.250000 Penalty: 4624.451172
	Iteration 33Q: 3 clusters Score -1369636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1369648.875000 Penalty: 4624.451172
	Iteration 34Q: 3 clusters Score -1369649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1369654.875000 Penalty: 4624.451172
	Iteration 35Q: 3 clusters Score -1369655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1369660.500000 Penalty: 4624.451172
	Iteration 36Q: 3 clusters Score -1369660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1369671.125000 Penalty: 4624.451172
	Iteration 37Q: 3 clusters Score -1369671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1369680.375000 Penalty: 4624.451172
	Iteration 38Q: 3 clusters Score -1369680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1369687.875000 Penalty: 4624.451172
	Iteration 39Q: 3 clusters Score -1369688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1369700.125000 Penalty: 4624.451172
	Iteration 40F: 3 clusters Score -1369700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1369703.125000 Penalty: 4624.451172
	Iteration 41Q: 3 clusters Score -1369703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1369709.375000 Penalty: 4624.451172
	Iteration 42Q: 3 clusters Score -1369709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1369715.375000 Penalty: 4624.451172
	Iteration 43Q: 3 clusters Score -1369715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1369718.875000 Penalty: 4624.451172
	Iteration 44Q: 3 clusters Score -1369719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1369726.125000 Penalty: 4624.451172
	Iteration 45Q: 3 clusters Score -1369726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1369727.875000 Penalty: 4624.451172
	Iteration 46Q: 3 clusters Score -1369728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1369727.875000 Penalty: 4624.451172
	Iteration 47Q: 3 clusters Score -1369728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1369728.000000 Penalty: 4624.451172
	Iteration 48Q: 3 clusters Score -1369728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1369729.750000 Penalty: 4624.451172
	Iteration 49Q: 3 clusters Score -1369730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1369730.375000 Penalty: 4624.451172
	Iteration 50Q: 3 clusters Score -1369730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1369730.375000 Penalty: 4624.451172
	Iteration 51F: 3 clusters Score -1369730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (55519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55519 members 
Entering Unmasked Estep 
Score: -6647927.000000 Penalty: 2709.271240
	Iteration 0F: 2 clusters Score -6647927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -6610771.000000 Penalty: 5418.542480
	Iteration 0F: 3 clusters Score -6610771 nChanged 25826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -6625216.000000 Penalty: 5418.542480
	Iteration 1F: 3 clusters Score -6625216 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -6625946.500000 Penalty: 5418.542480
	Iteration 2Q: 3 clusters Score -6625946 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -6626693.000000 Penalty: 5418.542480
	Iteration 3Q: 3 clusters Score -6626693 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -6627448.000000 Penalty: 5418.542480
	Iteration 4Q: 3 clusters Score -6627448 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -6628441.000000 Penalty: 5418.542480
	Iteration 5Q: 3 clusters Score -6628441 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -6629835.000000 Penalty: 5418.542480
	Iteration 6Q: 3 clusters Score -6629835 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -6631635.000000 Penalty: 5418.542480
	Iteration 7F: 3 clusters Score -6631635 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -6633952.500000 Penalty: 5418.542480
	Iteration 8F: 3 clusters Score -6633952 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -6636632.000000 Penalty: 5418.542480
	Iteration 9F: 3 clusters Score -6636632 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 46600 members 
Entering Unmasked Estep 
Score: -6639358.500000 Penalty: 5418.542480
	Iteration 10F: 3 clusters Score -6639358 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -6641720.000000 Penalty: 5418.542480
	Iteration 11Q: 3 clusters Score -6641720 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 51372 members 
Entering Unmasked Estep 
Score: -6643550.000000 Penalty: 5418.542480
	Iteration 12Q: 3 clusters Score -6643550 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -6644767.000000 Penalty: 5418.542480
	Iteration 13Q: 3 clusters Score -6644767 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -6645566.500000 Penalty: 5418.542480
	Iteration 14Q: 3 clusters Score -6645566 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 54122 members 
Entering Unmasked Estep 
Score: -6646058.000000 Penalty: 5418.542480
	Iteration 15Q: 3 clusters Score -6646058 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 54402 members 
Entering Unmasked Estep 
Score: -6646466.500000 Penalty: 5418.542480
	Iteration 16Q: 3 clusters Score -6646466 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 54561 members 
Entering Unmasked Estep 
Score: -6646791.500000 Penalty: 5418.542480
	Iteration 17Q: 3 clusters Score -6646792 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 54662 members 
Entering Unmasked Estep 
Score: -6647063.500000 Penalty: 5418.542480
	Iteration 18Q: 3 clusters Score -6647064 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 54713 members 
Entering Unmasked Estep 
Score: -6647206.000000 Penalty: 5418.542480
	Iteration 19Q: 3 clusters Score -6647206 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -6647326.000000 Penalty: 5418.542480
	Iteration 20F: 3 clusters Score -6647326 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 54772 members 
Entering Unmasked Estep 
Score: -6647370.500000 Penalty: 5418.542480
	Iteration 21Q: 3 clusters Score -6647370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 54789 members 
Entering Unmasked Estep 
Score: -6647386.500000 Penalty: 5418.542480
	Iteration 22Q: 3 clusters Score -6647386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 54796 members 
Entering Unmasked Estep 
Score: -6647384.500000 Penalty: 5418.542480
	Iteration 23Q: 3 clusters Score -6647384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 54801 members 
Entering Unmasked Estep 
Score: -6647401.000000 Penalty: 5418.542480
	Iteration 24Q: 3 clusters Score -6647401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -6647407.500000 Penalty: 5418.542480
	Iteration 25Q: 3 clusters Score -6647408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -6647411.500000 Penalty: 5418.542480
	Iteration 26Q: 3 clusters Score -6647412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 54809 members 
Entering Unmasked Estep 
Score: -6647413.000000 Penalty: 5418.542480
	Iteration 27Q: 3 clusters Score -6647413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
Score: -6647410.500000 Penalty: 5418.542480
	Iteration 28Q: 3 clusters Score -6647410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
Score: -6647410.500000 Penalty: 5418.542480
	Iteration 29F: 3 clusters Score -6647410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (108148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108148 members 
Entering Unmasked Estep 
Score: -13191130.000000 Penalty: 2874.631592
	Iteration 0F: 2 clusters Score -1.319113e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -13118582.000000 Penalty: 5749.263184
	Iteration 0F: 3 clusters Score -1.311858e+07 nChanged 51262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49679 members 
Mstep: Class 2 contains 58469 members 
Entering Unmasked Estep 
Score: -13148944.000000 Penalty: 5749.263184
	Iteration 1F: 3 clusters Score -1.314894e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 61255 members 
Entering Unmasked Estep 
Score: -13151088.000000 Penalty: 5749.263184
	Iteration 2Q: 3 clusters Score -1.315109e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -13154213.000000 Penalty: 5749.263184
	Iteration 3F: 3 clusters Score -1.315421e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 70421 members 
Entering Unmasked Estep 
Score: -13158421.000000 Penalty: 5749.263184
	Iteration 4F: 3 clusters Score -1.315842e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 76532 members 
Entering Unmasked Estep 
Score: -13163422.000000 Penalty: 5749.263184
	Iteration 5F: 3 clusters Score -1.316342e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 83455 members 
Entering Unmasked Estep 
Score: -13169126.000000 Penalty: 5749.263184
	Iteration 6F: 3 clusters Score -1.316913e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 90291 members 
Entering Unmasked Estep 
Score: -13174823.000000 Penalty: 5749.263184
	Iteration 7F: 3 clusters Score -1.317482e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 96292 members 
Entering Unmasked Estep 
Score: -13179670.000000 Penalty: 5749.263184
	Iteration 8F: 3 clusters Score -1.317967e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 100846 members 
Entering Unmasked Estep 
Score: -13183489.000000 Penalty: 5749.263184
	Iteration 9Q: 3 clusters Score -1.318349e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 103791 members 
Entering Unmasked Estep 
Score: -13185786.000000 Penalty: 5749.263184
	Iteration 10Q: 3 clusters Score -1.318579e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 105541 members 
Entering Unmasked Estep 
Score: -13187071.000000 Penalty: 5749.263184
	Iteration 11Q: 3 clusters Score -1.318707e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 106484 members 
Entering Unmasked Estep 
Score: -13187769.000000 Penalty: 5749.263184
	Iteration 12Q: 3 clusters Score -1.318777e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 106983 members 
Entering Unmasked Estep 
Score: -13188125.000000 Penalty: 5749.263184
	Iteration 13Q: 3 clusters Score -1.318812e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 107232 members 
Entering Unmasked Estep 
Score: -13188303.000000 Penalty: 5749.263184
	Iteration 14Q: 3 clusters Score -1.31883e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 107368 members 
Entering Unmasked Estep 
Score: -13188429.000000 Penalty: 5749.263184
	Iteration 15Q: 3 clusters Score -1.318843e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 107450 members 
Entering Unmasked Estep 
Score: -13188476.000000 Penalty: 5749.263184
	Iteration 16Q: 3 clusters Score -1.318848e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 107499 members 
Entering Unmasked Estep 
Score: -13188543.000000 Penalty: 5749.263184
	Iteration 17Q: 3 clusters Score -1.318854e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 107526 members 
Entering Unmasked Estep 
Score: -13188572.000000 Penalty: 5749.263184
	Iteration 18Q: 3 clusters Score -1.318857e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 107544 members 
Entering Unmasked Estep 
Score: -13188574.000000 Penalty: 5749.263184
	Iteration 19Q: 3 clusters Score -1.318857e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 107554 members 
Entering Unmasked Estep 
Score: -13188591.000000 Penalty: 5749.263184
	Iteration 20F: 3 clusters Score -1.318859e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 107561 members 
Entering Unmasked Estep 
Score: -13188594.000000 Penalty: 5749.263184
	Iteration 21Q: 3 clusters Score -1.318859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 107565 members 
Entering Unmasked Estep 
Score: -13188604.000000 Penalty: 5749.263184
	Iteration 22Q: 3 clusters Score -1.31886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 107573 members 
Entering Unmasked Estep 
Score: -13188610.000000 Penalty: 5749.263184
	Iteration 23Q: 3 clusters Score -1.318861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 107580 members 
Entering Unmasked Estep 
Score: -13188629.000000 Penalty: 5749.263184
	Iteration 24Q: 3 clusters Score -1.318863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 107585 members 
Entering Unmasked Estep 
Score: -13188639.000000 Penalty: 5749.263184
	Iteration 25Q: 3 clusters Score -1.318864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 107588 members 
Entering Unmasked Estep 
Score: -13188631.000000 Penalty: 5749.263184
	Iteration 26Q: 3 clusters Score -1.318863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 107594 members 
Entering Unmasked Estep 
Score: -13188614.000000 Penalty: 5749.263184
	Iteration 27Q: 3 clusters Score -1.318861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 107597 members 
Entering Unmasked Estep 
Score: -13188626.000000 Penalty: 5749.263184
	Iteration 28Q: 3 clusters Score -1.318863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 107600 members 
Entering Unmasked Estep 
Score: -13188635.000000 Penalty: 5749.263184
	Iteration 29Q: 3 clusters Score -1.318864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 107602 members 
Entering Unmasked Estep 
Score: -13188642.000000 Penalty: 5749.263184
	Iteration 30Q: 3 clusters Score -1.318864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 107605 members 
Entering Unmasked Estep 
Score: -13188645.000000 Penalty: 5749.263184
	Iteration 31Q: 3 clusters Score -1.318864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 107607 members 
Entering Unmasked Estep 
Score: -13188643.000000 Penalty: 5749.263184
	Iteration 32Q: 3 clusters Score -1.318864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 107608 members 
Entering Unmasked Estep 
Score: -13188645.000000 Penalty: 5749.263184
	Iteration 33Q: 3 clusters Score -1.318864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 107609 members 
Entering Unmasked Estep 
Score: -13188649.000000 Penalty: 5749.263184
	Iteration 34Q: 3 clusters Score -1.318865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 107608 members 
Entering Unmasked Estep 
Score: -13188647.000000 Penalty: 5749.263184
	Iteration 35Q: 3 clusters Score -1.318865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 107608 members 
Entering Unmasked Estep 
Score: -13188647.000000 Penalty: 5749.263184
	Iteration 36F: 3 clusters Score -1.318865e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -81669.515625 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -81669.52 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 367 members 
Entering Unmasked Estep 
Score: -79966.609375 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -79966.61 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80181.609375 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -80181.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -80243.914062 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -80243.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -80276.062500 Penalty: 3263.308594
	Iteration 3Q: 3 clusters Score -80276.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80302.007812 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -80302.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80317.640625 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -80317.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -80336.343750 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -80336.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -80343.140625 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -80343.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -80348.023438 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -80348.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -80350.375000 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -80350.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -80352.210938 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -80352.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -80355.312500 Penalty: 3263.308594
	Iteration 11Q: 3 clusters Score -80355.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -80356.554688 Penalty: 3263.308594
	Iteration 12Q: 3 clusters Score -80356.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -80356.554688 Penalty: 3263.308594
	Iteration 13F: 3 clusters Score -80356.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Entering Unmasked Estep 
Score: -903856.812500 Penalty: 2222.036621
	Iteration 0F: 2 clusters Score -903856.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -897663.187500 Penalty: 4444.073242
	Iteration 0F: 3 clusters Score -897663.2 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -899444.437500 Penalty: 4444.073242
	Iteration 1F: 3 clusters Score -899444.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -899810.875000 Penalty: 4444.073242
	Iteration 2F: 3 clusters Score -899810.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -900151.687500 Penalty: 4444.073242
	Iteration 3F: 3 clusters Score -900151.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -900497.187500 Penalty: 4444.073242
	Iteration 4F: 3 clusters Score -900497.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -900866.187500 Penalty: 4444.073242
	Iteration 5F: 3 clusters Score -900866.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -901215.125000 Penalty: 4444.073242
	Iteration 6F: 3 clusters Score -901215.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -901513.500000 Penalty: 4444.073242
	Iteration 7F: 3 clusters Score -901513.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -901716.062500 Penalty: 4444.073242
	Iteration 8Q: 3 clusters Score -901716.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -901890.812500 Penalty: 4444.073242
	Iteration 9Q: 3 clusters Score -901890.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -902054.375000 Penalty: 4444.073242
	Iteration 10Q: 3 clusters Score -902054.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -902198.562500 Penalty: 4444.073242
	Iteration 11Q: 3 clusters Score -902198.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -902284.500000 Penalty: 4444.073242
	Iteration 12Q: 3 clusters Score -902284.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -902349.750000 Penalty: 4444.073242
	Iteration 13Q: 3 clusters Score -902349.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -902398.937500 Penalty: 4444.073242
	Iteration 14Q: 3 clusters Score -902398.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -902451.875000 Penalty: 4444.073242
	Iteration 15Q: 3 clusters Score -902451.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -902505.125000 Penalty: 4444.073242
	Iteration 16Q: 3 clusters Score -902505.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -902537.062500 Penalty: 4444.073242
	Iteration 17Q: 3 clusters Score -902537.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -902554.125000 Penalty: 4444.073242
	Iteration 18Q: 3 clusters Score -902554.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -902567.875000 Penalty: 4444.073242
	Iteration 19Q: 3 clusters Score -902567.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -902578.687500 Penalty: 4444.073242
	Iteration 20F: 3 clusters Score -902578.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -902581.937500 Penalty: 4444.073242
	Iteration 21Q: 3 clusters Score -902581.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -902585.562500 Penalty: 4444.073242
	Iteration 22Q: 3 clusters Score -902585.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -902587.687500 Penalty: 4444.073242
	Iteration 23Q: 3 clusters Score -902587.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -902587.625000 Penalty: 4444.073242
	Iteration 24Q: 3 clusters Score -902587.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -902587.750000 Penalty: 4444.073242
	Iteration 25Q: 3 clusters Score -902587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -902589.812500 Penalty: 4444.073242
	Iteration 26Q: 3 clusters Score -902589.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -902589.812500 Penalty: 4444.073242
	Iteration 27F: 3 clusters Score -902589.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -15596.429688 Penalty: 1245.922363
	Iteration 0F: 2 clusters Score -15596.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -14604.711914 Penalty: 2491.844727
	Iteration 0F: 3 clusters Score -14604.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -14659.665039 Penalty: 2491.844727
	Iteration 1F: 3 clusters Score -14659.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -14680.196289 Penalty: 2491.844727
	Iteration 2Q: 3 clusters Score -14680.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -14680.196289 Penalty: 2491.844727
	Iteration 3F: 3 clusters Score -14680.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (27515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Entering Unmasked Estep 
Score: -3420647.000000 Penalty: 2535.176758
	Iteration 0F: 2 clusters Score -3420647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -3401748.500000 Penalty: 5070.353516
	Iteration 0F: 3 clusters Score -3401748 nChanged 12448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -3408655.000000 Penalty: 5070.353516
	Iteration 1F: 3 clusters Score -3408655 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -3409331.750000 Penalty: 5070.353516
	Iteration 2F: 3 clusters Score -3409332 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -3410129.500000 Penalty: 5070.353516
	Iteration 3F: 3 clusters Score -3410130 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -3411071.500000 Penalty: 5070.353516
	Iteration 4F: 3 clusters Score -3411072 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -3412215.500000 Penalty: 5070.353516
	Iteration 5F: 3 clusters Score -3412216 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -3413458.750000 Penalty: 5070.353516
	Iteration 6F: 3 clusters Score -3413459 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -3414563.250000 Penalty: 5070.353516
	Iteration 7F: 3 clusters Score -3414563 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -3415520.500000 Penalty: 5070.353516
	Iteration 8Q: 3 clusters Score -3415520 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -3416232.000000 Penalty: 5070.353516
	Iteration 9Q: 3 clusters Score -3416232 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3416856.750000 Penalty: 5070.353516
	Iteration 10Q: 3 clusters Score -3416857 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -3417311.750000 Penalty: 5070.353516
	Iteration 11Q: 3 clusters Score -3417312 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3417641.750000 Penalty: 5070.353516
	Iteration 12Q: 3 clusters Score -3417642 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3417836.750000 Penalty: 5070.353516
	Iteration 13Q: 3 clusters Score -3417837 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3417963.250000 Penalty: 5070.353516
	Iteration 14Q: 3 clusters Score -3417963 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3418031.000000 Penalty: 5070.353516
	Iteration 15Q: 3 clusters Score -3418031 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3418105.250000 Penalty: 5070.353516
	Iteration 16Q: 3 clusters Score -3418105 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3418176.000000 Penalty: 5070.353516
	Iteration 17Q: 3 clusters Score -3418176 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3418247.000000 Penalty: 5070.353516
	Iteration 18Q: 3 clusters Score -3418247 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3418313.000000 Penalty: 5070.353516
	Iteration 19Q: 3 clusters Score -3418313 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3418366.750000 Penalty: 5070.353516
	Iteration 20F: 3 clusters Score -3418367 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3418429.000000 Penalty: 5070.353516
	Iteration 21Q: 3 clusters Score -3418429 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3418475.500000 Penalty: 5070.353516
	Iteration 22Q: 3 clusters Score -3418476 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3418500.000000 Penalty: 5070.353516
	Iteration 23Q: 3 clusters Score -3418500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3418517.000000 Penalty: 5070.353516
	Iteration 24Q: 3 clusters Score -3418517 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3418529.750000 Penalty: 5070.353516
	Iteration 25Q: 3 clusters Score -3418530 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3418540.750000 Penalty: 5070.353516
	Iteration 26Q: 3 clusters Score -3418541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3418554.250000 Penalty: 5070.353516
	Iteration 27Q: 3 clusters Score -3418554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3418560.250000 Penalty: 5070.353516
	Iteration 28Q: 3 clusters Score -3418560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3418563.250000 Penalty: 5070.353516
	Iteration 29Q: 3 clusters Score -3418563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3418562.250000 Penalty: 5070.353516
	Iteration 30Q: 3 clusters Score -3418562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3418564.000000 Penalty: 5070.353516
	Iteration 31Q: 3 clusters Score -3418564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3418568.750000 Penalty: 5070.353516
	Iteration 32Q: 3 clusters Score -3418569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3418573.500000 Penalty: 5070.353516
	Iteration 33Q: 3 clusters Score -3418574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3418570.750000 Penalty: 5070.353516
	Iteration 34Q: 3 clusters Score -3418571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3418571.750000 Penalty: 5070.353516
	Iteration 35Q: 3 clusters Score -3418572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3418568.250000 Penalty: 5070.353516
	Iteration 36Q: 3 clusters Score -3418568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3418573.500000 Penalty: 5070.353516
	Iteration 37Q: 3 clusters Score -3418574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3418577.500000 Penalty: 5070.353516
	Iteration 38Q: 3 clusters Score -3418578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3418577.500000 Penalty: 5070.353516
	Iteration 39F: 3 clusters Score -3418578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Entering Unmasked Estep 
Score: -1426874.250000 Penalty: 2319.622070
	Iteration 0F: 2 clusters Score -1426874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1418303.000000 Penalty: 4639.244141
	Iteration 0F: 3 clusters Score -1418303 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1420792.000000 Penalty: 4639.244141
	Iteration 1F: 3 clusters Score -1420792 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1421110.125000 Penalty: 4639.244141
	Iteration 2F: 3 clusters Score -1421110 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1421362.625000 Penalty: 4639.244141
	Iteration 3Q: 3 clusters Score -1421363 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1421602.000000 Penalty: 4639.244141
	Iteration 4Q: 3 clusters Score -1421602 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1421897.500000 Penalty: 4639.244141
	Iteration 5Q: 3 clusters Score -1421898 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1422235.375000 Penalty: 4639.244141
	Iteration 6Q: 3 clusters Score -1422235 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1422625.875000 Penalty: 4639.244141
	Iteration 7Q: 3 clusters Score -1422626 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1423015.375000 Penalty: 4639.244141
	Iteration 8Q: 3 clusters Score -1423015 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1423404.500000 Penalty: 4639.244141
	Iteration 9Q: 3 clusters Score -1423404 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1423766.250000 Penalty: 4639.244141
	Iteration 10Q: 3 clusters Score -1423766 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1424086.750000 Penalty: 4639.244141
	Iteration 11Q: 3 clusters Score -1424087 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1424327.000000 Penalty: 4639.244141
	Iteration 12Q: 3 clusters Score -1424327 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1424486.375000 Penalty: 4639.244141
	Iteration 13Q: 3 clusters Score -1424486 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1424582.375000 Penalty: 4639.244141
	Iteration 14Q: 3 clusters Score -1424582 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1424661.000000 Penalty: 4639.244141
	Iteration 15Q: 3 clusters Score -1424661 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1424706.875000 Penalty: 4639.244141
	Iteration 16Q: 3 clusters Score -1424707 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1424739.250000 Penalty: 4639.244141
	Iteration 17Q: 3 clusters Score -1424739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1424766.500000 Penalty: 4639.244141
	Iteration 18Q: 3 clusters Score -1424766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1424788.125000 Penalty: 4639.244141
	Iteration 19Q: 3 clusters Score -1424788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1424812.250000 Penalty: 4639.244141
	Iteration 20F: 3 clusters Score -1424812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1424833.375000 Penalty: 4639.244141
	Iteration 21Q: 3 clusters Score -1424833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1424843.875000 Penalty: 4639.244141
	Iteration 22Q: 3 clusters Score -1424844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1424854.875000 Penalty: 4639.244141
	Iteration 23Q: 3 clusters Score -1424855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1424861.125000 Penalty: 4639.244141
	Iteration 24Q: 3 clusters Score -1424861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1424865.500000 Penalty: 4639.244141
	Iteration 25Q: 3 clusters Score -1424866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1424873.250000 Penalty: 4639.244141
	Iteration 26Q: 3 clusters Score -1424873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1424874.750000 Penalty: 4639.244141
	Iteration 27Q: 3 clusters Score -1424875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1424877.375000 Penalty: 4639.244141
	Iteration 28Q: 3 clusters Score -1424877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1424880.500000 Penalty: 4639.244141
	Iteration 29Q: 3 clusters Score -1424880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1424882.000000 Penalty: 4639.244141
	Iteration 30Q: 3 clusters Score -1424882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1424885.750000 Penalty: 4639.244141
	Iteration 31Q: 3 clusters Score -1424886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1424890.750000 Penalty: 4639.244141
	Iteration 32Q: 3 clusters Score -1424891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1424892.750000 Penalty: 4639.244141
	Iteration 33Q: 3 clusters Score -1424893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1424892.750000 Penalty: 4639.244141
	Iteration 34F: 3 clusters Score -1424893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Entering Unmasked Estep 
Score: -81414.414062 Penalty: 1635.753540
	Iteration 0F: 2 clusters Score -81414.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -79739.656250 Penalty: 3271.507080
	Iteration 0F: 3 clusters Score -79739.66 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -79950.968750 Penalty: 3271.507080
	Iteration 1F: 3 clusters Score -79950.97 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -80031.671875 Penalty: 3271.507080
	Iteration 2F: 3 clusters Score -80031.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -80087.828125 Penalty: 3271.507080
	Iteration 3Q: 3 clusters Score -80087.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -80126.773438 Penalty: 3271.507080
	Iteration 4Q: 3 clusters Score -80126.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -80162.281250 Penalty: 3271.507080
	Iteration 5Q: 3 clusters Score -80162.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -80192.914062 Penalty: 3271.507080
	Iteration 6Q: 3 clusters Score -80192.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -80206.875000 Penalty: 3271.507080
	Iteration 7Q: 3 clusters Score -80206.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -80222.507812 Penalty: 3271.507080
	Iteration 8Q: 3 clusters Score -80222.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -80228.429688 Penalty: 3271.507080
	Iteration 9Q: 3 clusters Score -80228.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -80232.429688 Penalty: 3271.507080
	Iteration 10Q: 3 clusters Score -80232.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -80234.265625 Penalty: 3271.507080
	Iteration 11Q: 3 clusters Score -80234.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -80236.804688 Penalty: 3271.507080
	Iteration 12Q: 3 clusters Score -80236.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -80242.984375 Penalty: 3271.507080
	Iteration 13Q: 3 clusters Score -80242.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -80246.210938 Penalty: 3271.507080
	Iteration 14Q: 3 clusters Score -80246.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -80247.507812 Penalty: 3271.507080
	Iteration 15Q: 3 clusters Score -80247.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -80247.507812 Penalty: 3271.507080
	Iteration 16F: 3 clusters Score -80247.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -48977.941406 Penalty: 1500.333984
	Iteration 0F: 2 clusters Score -48977.94 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 213 members 
Entering Unmasked Estep 
Score: -47582.101562 Penalty: 3000.667969
	Iteration 0F: 3 clusters Score -47582.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47716.039062 Penalty: 3000.667969
	Iteration 1F: 3 clusters Score -47716.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47753.089844 Penalty: 3000.667969
	Iteration 2Q: 3 clusters Score -47753.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47768.902344 Penalty: 3000.667969
	Iteration 3Q: 3 clusters Score -47768.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47772.667969 Penalty: 3000.667969
	Iteration 4Q: 3 clusters Score -47772.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47777.285156 Penalty: 3000.667969
	Iteration 5Q: 3 clusters Score -47777.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47782.101562 Penalty: 3000.667969
	Iteration 6Q: 3 clusters Score -47782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47783.816406 Penalty: 3000.667969
	Iteration 7Q: 3 clusters Score -47783.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47783.816406 Penalty: 3000.667969
	Iteration 8F: 3 clusters Score -47783.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -71811.976562 Penalty: 1610.825806
	Iteration 0F: 2 clusters Score -71811.98 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 317 members 
Entering Unmasked Estep 
Score: -70123.953125 Penalty: 3221.651611
	Iteration 0F: 3 clusters Score -70123.95 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -70322.007812 Penalty: 3221.651611
	Iteration 1F: 3 clusters Score -70322.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -70373.437500 Penalty: 3221.651611
	Iteration 2Q: 3 clusters Score -70373.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -70397.132812 Penalty: 3221.651611
	Iteration 3Q: 3 clusters Score -70397.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -70407.726562 Penalty: 3221.651611
	Iteration 4Q: 3 clusters Score -70407.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70417.273438 Penalty: 3221.651611
	Iteration 5Q: 3 clusters Score -70417.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70423.359375 Penalty: 3221.651611
	Iteration 6Q: 3 clusters Score -70423.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -70431.781250 Penalty: 3221.651611
	Iteration 7Q: 3 clusters Score -70431.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70441.976562 Penalty: 3221.651611
	Iteration 8Q: 3 clusters Score -70441.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70448.750000 Penalty: 3221.651611
	Iteration 9Q: 3 clusters Score -70448.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70450.562500 Penalty: 3221.651611
	Iteration 10Q: 3 clusters Score -70450.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70452.718750 Penalty: 3221.651611
	Iteration 11Q: 3 clusters Score -70452.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70455.812500 Penalty: 3221.651611
	Iteration 12Q: 3 clusters Score -70455.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70455.812500 Penalty: 3221.651611
	Iteration 13F: 3 clusters Score -70455.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (249097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249097 members 
Entering Unmasked Estep 
Score: -30451532.000000 Penalty: 3081.548096
	Iteration 0F: 2 clusters Score -3.045153e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124317 members 
Mstep: Class 2 contains 124780 members 
Entering Unmasked Estep 
Score: -30302034.000000 Penalty: 6163.096191
	Iteration 0F: 3 clusters Score -3.030203e+07 nChanged 120102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119633 members 
Mstep: Class 2 contains 129464 members 
Entering Unmasked Estep 
Score: -30372578.000000 Penalty: 6163.096191
	Iteration 1F: 3 clusters Score -3.037258e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116189 members 
Mstep: Class 2 contains 132908 members 
Entering Unmasked Estep 
Score: -30374254.000000 Penalty: 6163.096191
	Iteration 2Q: 3 clusters Score -3.037425e+07 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110575 members 
Mstep: Class 2 contains 138522 members 
Entering Unmasked Estep 
Score: -30377038.000000 Penalty: 6163.096191
	Iteration 3Q: 3 clusters Score -3.037704e+07 nChanged 11484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101877 members 
Mstep: Class 2 contains 147220 members 
Entering Unmasked Estep 
Score: -30381688.000000 Penalty: 6163.096191
	Iteration 4Q: 3 clusters Score -3.038169e+07 nChanged 14887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89152 members 
Mstep: Class 2 contains 159945 members 
Entering Unmasked Estep 
Score: -30389518.000000 Penalty: 6163.096191
	Iteration 5F: 3 clusters Score -3.038952e+07 nChanged 18470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72306 members 
Mstep: Class 2 contains 176791 members 
Entering Unmasked Estep 
Score: -30400632.000000 Penalty: 6163.096191
	Iteration 6F: 3 clusters Score -3.040063e+07 nChanged 20253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53347 members 
Mstep: Class 2 contains 195750 members 
Entering Unmasked Estep 
Score: -30413182.000000 Penalty: 6163.096191
	Iteration 7F: 3 clusters Score -3.041318e+07 nChanged 18337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 213165 members 
Entering Unmasked Estep 
Score: -30424994.000000 Penalty: 6163.096191
	Iteration 8F: 3 clusters Score -3.042499e+07 nChanged 13703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 226326 members 
Entering Unmasked Estep 
Score: -30434036.000000 Penalty: 6163.096191
	Iteration 9F: 3 clusters Score -3.043404e+07 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 234883 members 
Entering Unmasked Estep 
Score: -30439838.000000 Penalty: 6163.096191
	Iteration 10Q: 3 clusters Score -3.043984e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 240043 members 
Entering Unmasked Estep 
Score: -30443388.000000 Penalty: 6163.096191
	Iteration 11Q: 3 clusters Score -3.044339e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 243116 members 
Entering Unmasked Estep 
Score: -30445560.000000 Penalty: 6163.096191
	Iteration 12Q: 3 clusters Score -3.044556e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 244967 members 
Entering Unmasked Estep 
Score: -30446910.000000 Penalty: 6163.096191
	Iteration 13Q: 3 clusters Score -3.044691e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 246090 members 
Entering Unmasked Estep 
Score: -30447668.000000 Penalty: 6163.096191
	Iteration 14Q: 3 clusters Score -3.044767e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 246775 members 
Entering Unmasked Estep 
Score: -30448208.000000 Penalty: 6163.096191
	Iteration 15Q: 3 clusters Score -3.044821e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 247191 members 
Entering Unmasked Estep 
Score: -30448430.000000 Penalty: 6163.096191
	Iteration 16Q: 3 clusters Score -3.044843e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 247456 members 
Entering Unmasked Estep 
Score: -30448636.000000 Penalty: 6163.096191
	Iteration 17Q: 3 clusters Score -3.044864e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 247627 members 
Entering Unmasked Estep 
Score: -30448764.000000 Penalty: 6163.096191
	Iteration 18Q: 3 clusters Score -3.044876e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 247757 members 
Entering Unmasked Estep 
Score: -30448874.000000 Penalty: 6163.096191
	Iteration 19Q: 3 clusters Score -3.044887e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 247840 members 
Entering Unmasked Estep 
Score: -30448934.000000 Penalty: 6163.096191
	Iteration 20F: 3 clusters Score -3.044893e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 247904 members 
Entering Unmasked Estep 
Score: -30448966.000000 Penalty: 6163.096191
	Iteration 21Q: 3 clusters Score -3.044897e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 247953 members 
Entering Unmasked Estep 
Score: -30448978.000000 Penalty: 6163.096191
	Iteration 22Q: 3 clusters Score -3.044898e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 248000 members 
Entering Unmasked Estep 
Score: -30449002.000000 Penalty: 6163.096191
	Iteration 23Q: 3 clusters Score -3.0449e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 248039 members 
Entering Unmasked Estep 
Score: -30449000.000000 Penalty: 6163.096191
	Iteration 24Q: 3 clusters Score -3.0449e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 248062 members 
Entering Unmasked Estep 
Score: -30449042.000000 Penalty: 6163.096191
	Iteration 25Q: 3 clusters Score -3.044904e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 248083 members 
Entering Unmasked Estep 
Score: -30449078.000000 Penalty: 6163.096191
	Iteration 26Q: 3 clusters Score -3.044908e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 248106 members 
Entering Unmasked Estep 
Score: -30449104.000000 Penalty: 6163.096191
	Iteration 27Q: 3 clusters Score -3.04491e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 248119 members 
Entering Unmasked Estep 
Score: -30449078.000000 Penalty: 6163.096191
	Iteration 28Q: 3 clusters Score -3.044908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 248131 members 
Entering Unmasked Estep 
Score: -30449084.000000 Penalty: 6163.096191
	Iteration 29Q: 3 clusters Score -3.044908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 248141 members 
Entering Unmasked Estep 
Score: -30449076.000000 Penalty: 6163.096191
	Iteration 30Q: 3 clusters Score -3.044908e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 248148 members 
Entering Unmasked Estep 
Score: -30449096.000000 Penalty: 6163.096191
	Iteration 31Q: 3 clusters Score -3.04491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 248153 members 
Entering Unmasked Estep 
Score: -30449084.000000 Penalty: 6163.096191
	Iteration 32Q: 3 clusters Score -3.044908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 248155 members 
Entering Unmasked Estep 
Score: -30449090.000000 Penalty: 6163.096191
	Iteration 33Q: 3 clusters Score -3.044909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 248157 members 
Entering Unmasked Estep 
Score: -30449094.000000 Penalty: 6163.096191
	Iteration 34Q: 3 clusters Score -3.044909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 248159 members 
Entering Unmasked Estep 
Score: -30449100.000000 Penalty: 6163.096191
	Iteration 35Q: 3 clusters Score -3.04491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 248161 members 
Entering Unmasked Estep 
Score: -30449102.000000 Penalty: 6163.096191
	Iteration 36Q: 3 clusters Score -3.04491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 248162 members 
Entering Unmasked Estep 
Score: -30449098.000000 Penalty: 6163.096191
	Iteration 37Q: 3 clusters Score -3.04491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 248164 members 
Entering Unmasked Estep 
Score: -30449092.000000 Penalty: 6163.096191
	Iteration 38Q: 3 clusters Score -3.044909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 248165 members 
Entering Unmasked Estep 
Score: -30449080.000000 Penalty: 6163.096191
	Iteration 39Q: 3 clusters Score -3.044908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 248166 members 
Entering Unmasked Estep 
Score: -30449078.000000 Penalty: 6163.096191
	Iteration 40F: 3 clusters Score -3.044908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 248169 members 
Entering Unmasked Estep 
Score: -30449100.000000 Penalty: 6163.096191
	Iteration 41Q: 3 clusters Score -3.04491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 248171 members 
Entering Unmasked Estep 
Score: -30449114.000000 Penalty: 6163.096191
	Iteration 42Q: 3 clusters Score -3.044911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 248172 members 
Entering Unmasked Estep 
Score: -30449108.000000 Penalty: 6163.096191
	Iteration 43Q: 3 clusters Score -3.044911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 248172 members 
Entering Unmasked Estep 
Score: -30449128.000000 Penalty: 6163.096191
	Iteration 44Q: 3 clusters Score -3.044913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 248172 members 
Entering Unmasked Estep 
Score: -30449128.000000 Penalty: 6163.096191
	Iteration 45F: 3 clusters Score -3.044913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7978 members 
Mstep: Class 4 contains 22413 members 
Mstep: Class 5 contains 13017 members 
Mstep: Class 6 contains 38246 members 
Mstep: Class 7 contains 150155 members 
Mstep: Class 8 contains 26975 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15804 members 
Mstep: Class 11 contains 13216 members 
Mstep: Class 12 contains 32217 members 
Mstep: Class 13 contains 31436 members 
Mstep: Class 14 contains 70081 members 
Mstep: Class 15 contains 17188 members 
Mstep: Class 16 contains 130275 members 
Mstep: Class 17 contains 54354 members 
Mstep: Class 18 contains 228802 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 55519 members 
Mstep: Class 21 contains 108148 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7784 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27515 members 
Mstep: Class 26 contains 11537 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468144.000000 Penalty: 104923.953125
Iteration 199Q: 31 clusters Score -1.584681e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7978 members 
Mstep: Class 4 contains 22414 members 
Mstep: Class 5 contains 13013 members 
Mstep: Class 6 contains 38248 members 
Mstep: Class 7 contains 150155 members 
Mstep: Class 8 contains 26973 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15806 members 
Mstep: Class 11 contains 13216 members 
Mstep: Class 12 contains 32212 members 
Mstep: Class 13 contains 31436 members 
Mstep: Class 14 contains 70080 members 
Mstep: Class 15 contains 17214 members 
Mstep: Class 16 contains 130273 members 
Mstep: Class 17 contains 54356 members 
Mstep: Class 18 contains 228796 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 55517 members 
Mstep: Class 21 contains 108147 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7784 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27514 members 
Mstep: Class 26 contains 11538 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468288.000000 Penalty: 104923.953125
Iteration 200F: 31 clusters Score -1.584683e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7978 members 
Mstep: Class 4 contains 22411 members 
Mstep: Class 5 contains 13009 members 
Mstep: Class 6 contains 38248 members 
Mstep: Class 7 contains 150153 members 
Mstep: Class 8 contains 26971 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15806 members 
Mstep: Class 11 contains 13214 members 
Mstep: Class 12 contains 32210 members 
Mstep: Class 13 contains 31437 members 
Mstep: Class 14 contains 70079 members 
Mstep: Class 15 contains 17243 members 
Mstep: Class 16 contains 130271 members 
Mstep: Class 17 contains 54359 members 
Mstep: Class 18 contains 228795 members 
Mstep: Class 19 contains 11199 members 
Mstep: Class 20 contains 55516 members 
Mstep: Class 21 contains 108148 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7784 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27513 members 
Mstep: Class 26 contains 11540 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468416.000000 Penalty: 104923.953125
Iteration 201Q: 31 clusters Score -1.584684e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7978 members 
Mstep: Class 4 contains 22408 members 
Mstep: Class 5 contains 13006 members 
Mstep: Class 6 contains 38247 members 
Mstep: Class 7 contains 150155 members 
Mstep: Class 8 contains 26969 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15807 members 
Mstep: Class 11 contains 13215 members 
Mstep: Class 12 contains 32207 members 
Mstep: Class 13 contains 31437 members 
Mstep: Class 14 contains 70076 members 
Mstep: Class 15 contains 17274 members 
Mstep: Class 16 contains 130265 members 
Mstep: Class 17 contains 54366 members 
Mstep: Class 18 contains 228791 members 
Mstep: Class 19 contains 11199 members 
Mstep: Class 20 contains 55516 members 
Mstep: Class 21 contains 108149 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7784 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27511 members 
Mstep: Class 26 contains 11540 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468208.000000 Penalty: 104923.953125
Iteration 202Q: 31 clusters Score -1.584682e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7978 members 
Mstep: Class 4 contains 22405 members 
Mstep: Class 5 contains 13007 members 
Mstep: Class 6 contains 38244 members 
Mstep: Class 7 contains 150153 members 
Mstep: Class 8 contains 26967 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15808 members 
Mstep: Class 11 contains 13216 members 
Mstep: Class 12 contains 32211 members 
Mstep: Class 13 contains 31437 members 
Mstep: Class 14 contains 70073 members 
Mstep: Class 15 contains 17296 members 
Mstep: Class 16 contains 130259 members 
Mstep: Class 17 contains 54368 members 
Mstep: Class 18 contains 228786 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 55517 members 
Mstep: Class 21 contains 108148 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7784 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27509 members 
Mstep: Class 26 contains 11544 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468288.000000 Penalty: 104923.953125
Iteration 203Q: 31 clusters Score -1.584683e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7979 members 
Mstep: Class 4 contains 22401 members 
Mstep: Class 5 contains 13001 members 
Mstep: Class 6 contains 38244 members 
Mstep: Class 7 contains 150149 members 
Mstep: Class 8 contains 26966 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15806 members 
Mstep: Class 11 contains 13215 members 
Mstep: Class 12 contains 32214 members 
Mstep: Class 13 contains 31437 members 
Mstep: Class 14 contains 70068 members 
Mstep: Class 15 contains 17319 members 
Mstep: Class 16 contains 130252 members 
Mstep: Class 17 contains 54375 members 
Mstep: Class 18 contains 228783 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 55517 members 
Mstep: Class 21 contains 108147 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7784 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27505 members 
Mstep: Class 26 contains 11544 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468176.000000 Penalty: 104923.953125
Iteration 204Q: 31 clusters Score -1.584682e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7980 members 
Mstep: Class 4 contains 22397 members 
Mstep: Class 5 contains 13002 members 
Mstep: Class 6 contains 38244 members 
Mstep: Class 7 contains 150149 members 
Mstep: Class 8 contains 26965 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15807 members 
Mstep: Class 11 contains 13215 members 
Mstep: Class 12 contains 32215 members 
Mstep: Class 13 contains 31438 members 
Mstep: Class 14 contains 70064 members 
Mstep: Class 15 contains 17343 members 
Mstep: Class 16 contains 130246 members 
Mstep: Class 17 contains 54379 members 
Mstep: Class 18 contains 228777 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 55514 members 
Mstep: Class 21 contains 108146 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7784 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27504 members 
Mstep: Class 26 contains 11545 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468032.000000 Penalty: 104923.953125
Iteration 205Q: 31 clusters Score -1.58468e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7981 members 
Mstep: Class 4 contains 22396 members 
Mstep: Class 5 contains 12996 members 
Mstep: Class 6 contains 38245 members 
Mstep: Class 7 contains 150149 members 
Mstep: Class 8 contains 26964 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15805 members 
Mstep: Class 11 contains 13211 members 
Mstep: Class 12 contains 32213 members 
Mstep: Class 13 contains 31438 members 
Mstep: Class 14 contains 70064 members 
Mstep: Class 15 contains 17371 members 
Mstep: Class 16 contains 130246 members 
Mstep: Class 17 contains 54379 members 
Mstep: Class 18 contains 228773 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 55511 members 
Mstep: Class 21 contains 108145 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7784 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27504 members 
Mstep: Class 26 contains 11545 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468112.000000 Penalty: 104923.953125
Iteration 206Q: 31 clusters Score -1.584681e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7983 members 
Mstep: Class 4 contains 22395 members 
Mstep: Class 5 contains 12992 members 
Mstep: Class 6 contains 38245 members 
Mstep: Class 7 contains 150149 members 
Mstep: Class 8 contains 26963 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15805 members 
Mstep: Class 11 contains 13211 members 
Mstep: Class 12 contains 32218 members 
Mstep: Class 13 contains 31438 members 
Mstep: Class 14 contains 70068 members 
Mstep: Class 15 contains 17391 members 
Mstep: Class 16 contains 130239 members 
Mstep: Class 17 contains 54375 members 
Mstep: Class 18 contains 228770 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 55508 members 
Mstep: Class 21 contains 108145 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7784 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27505 members 
Mstep: Class 26 contains 11548 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468256.000000 Penalty: 104923.953125
Iteration 207Q: 31 clusters Score -1.584683e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7985 members 
Mstep: Class 4 contains 22394 members 
Mstep: Class 5 contains 12988 members 
Mstep: Class 6 contains 38245 members 
Mstep: Class 7 contains 150148 members 
Mstep: Class 8 contains 26962 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15805 members 
Mstep: Class 11 contains 13211 members 
Mstep: Class 12 contains 32212 members 
Mstep: Class 13 contains 31437 members 
Mstep: Class 14 contains 70067 members 
Mstep: Class 15 contains 17417 members 
Mstep: Class 16 contains 130237 members 
Mstep: Class 17 contains 54380 members 
Mstep: Class 18 contains 228770 members 
Mstep: Class 19 contains 11197 members 
Mstep: Class 20 contains 55507 members 
Mstep: Class 21 contains 108145 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7784 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27504 members 
Mstep: Class 26 contains 11548 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468112.000000 Penalty: 104923.953125
Iteration 208Q: 31 clusters Score -1.584681e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7985 members 
Mstep: Class 4 contains 22393 members 
Mstep: Class 5 contains 12984 members 
Mstep: Class 6 contains 38245 members 
Mstep: Class 7 contains 150149 members 
Mstep: Class 8 contains 26961 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15803 members 
Mstep: Class 11 contains 13212 members 
Mstep: Class 12 contains 32213 members 
Mstep: Class 13 contains 31439 members 
Mstep: Class 14 contains 70069 members 
Mstep: Class 15 contains 17432 members 
Mstep: Class 16 contains 130234 members 
Mstep: Class 17 contains 54378 members 
Mstep: Class 18 contains 228767 members 
Mstep: Class 19 contains 11199 members 
Mstep: Class 20 contains 55505 members 
Mstep: Class 21 contains 108143 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7784 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27504 members 
Mstep: Class 26 contains 11550 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468144.000000 Penalty: 104923.953125
Iteration 209Q: 31 clusters Score -1.584681e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7987 members 
Mstep: Class 4 contains 22393 members 
Mstep: Class 5 contains 12978 members 
Mstep: Class 6 contains 38246 members 
Mstep: Class 7 contains 150150 members 
Mstep: Class 8 contains 26960 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15800 members 
Mstep: Class 11 contains 13212 members 
Mstep: Class 12 contains 32209 members 
Mstep: Class 13 contains 31439 members 
Mstep: Class 14 contains 70069 members 
Mstep: Class 15 contains 17441 members 
Mstep: Class 16 contains 130230 members 
Mstep: Class 17 contains 54382 members 
Mstep: Class 18 contains 228762 members 
Mstep: Class 19 contains 11200 members 
Mstep: Class 20 contains 55505 members 
Mstep: Class 21 contains 108144 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7784 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27504 members 
Mstep: Class 26 contains 11553 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468368.000000 Penalty: 104923.953125
Iteration 210Q: 31 clusters Score -1.584684e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7986 members 
Mstep: Class 4 contains 22391 members 
Mstep: Class 5 contains 12979 members 
Mstep: Class 6 contains 38246 members 
Mstep: Class 7 contains 150149 members 
Mstep: Class 8 contains 26958 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15797 members 
Mstep: Class 11 contains 13212 members 
Mstep: Class 12 contains 32210 members 
Mstep: Class 13 contains 31439 members 
Mstep: Class 14 contains 70068 members 
Mstep: Class 15 contains 17448 members 
Mstep: Class 16 contains 130229 members 
Mstep: Class 17 contains 54384 members 
Mstep: Class 18 contains 228757 members 
Mstep: Class 19 contains 11204 members 
Mstep: Class 20 contains 55504 members 
Mstep: Class 21 contains 108144 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7784 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27505 members 
Mstep: Class 26 contains 11553 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468304.000000 Penalty: 104923.953125
Iteration 211Q: 31 clusters Score -1.584683e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7987 members 
Mstep: Class 4 contains 22391 members 
Mstep: Class 5 contains 12978 members 
Mstep: Class 6 contains 38246 members 
Mstep: Class 7 contains 150147 members 
Mstep: Class 8 contains 26958 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15799 members 
Mstep: Class 11 contains 13213 members 
Mstep: Class 12 contains 32207 members 
Mstep: Class 13 contains 31439 members 
Mstep: Class 14 contains 70065 members 
Mstep: Class 15 contains 17457 members 
Mstep: Class 16 contains 130230 members 
Mstep: Class 17 contains 54384 members 
Mstep: Class 18 contains 228752 members 
Mstep: Class 19 contains 11203 members 
Mstep: Class 20 contains 55505 members 
Mstep: Class 21 contains 108144 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7784 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27504 members 
Mstep: Class 26 contains 11554 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468208.000000 Penalty: 104923.953125
Iteration 212Q: 31 clusters Score -1.584682e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7987 members 
Mstep: Class 4 contains 22390 members 
Mstep: Class 5 contains 12976 members 
Mstep: Class 6 contains 38247 members 
Mstep: Class 7 contains 150147 members 
Mstep: Class 8 contains 26959 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15800 members 
Mstep: Class 11 contains 13212 members 
Mstep: Class 12 contains 32205 members 
Mstep: Class 13 contains 31439 members 
Mstep: Class 14 contains 70064 members 
Mstep: Class 15 contains 17467 members 
Mstep: Class 16 contains 130227 members 
Mstep: Class 17 contains 54383 members 
Mstep: Class 18 contains 228749 members 
Mstep: Class 19 contains 11203 members 
Mstep: Class 20 contains 55507 members 
Mstep: Class 21 contains 108144 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7783 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27502 members 
Mstep: Class 26 contains 11557 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468240.000000 Penalty: 104923.953125
Iteration 213Q: 31 clusters Score -1.584682e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7988 members 
Mstep: Class 4 contains 22388 members 
Mstep: Class 5 contains 12977 members 
Mstep: Class 6 contains 38246 members 
Mstep: Class 7 contains 150144 members 
Mstep: Class 8 contains 26959 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15801 members 
Mstep: Class 11 contains 13212 members 
Mstep: Class 12 contains 32210 members 
Mstep: Class 13 contains 31437 members 
Mstep: Class 14 contains 70061 members 
Mstep: Class 15 contains 17479 members 
Mstep: Class 16 contains 130223 members 
Mstep: Class 17 contains 54386 members 
Mstep: Class 18 contains 228751 members 
Mstep: Class 19 contains 11202 members 
Mstep: Class 20 contains 55508 members 
Mstep: Class 21 contains 108143 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27496 members 
Mstep: Class 26 contains 11558 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468128.000000 Penalty: 104923.953125
Iteration 214Q: 31 clusters Score -1.584681e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7988 members 
Mstep: Class 4 contains 22388 members 
Mstep: Class 5 contains 12977 members 
Mstep: Class 6 contains 38246 members 
Mstep: Class 7 contains 150144 members 
Mstep: Class 8 contains 26957 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15801 members 
Mstep: Class 11 contains 13211 members 
Mstep: Class 12 contains 32211 members 
Mstep: Class 13 contains 31437 members 
Mstep: Class 14 contains 70058 members 
Mstep: Class 15 contains 17490 members 
Mstep: Class 16 contains 130220 members 
Mstep: Class 17 contains 54386 members 
Mstep: Class 18 contains 228753 members 
Mstep: Class 19 contains 11200 members 
Mstep: Class 20 contains 55508 members 
Mstep: Class 21 contains 108143 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27496 members 
Mstep: Class 26 contains 11560 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 248999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468176.000000 Penalty: 104923.953125
Iteration 215Q: 31 clusters Score -1.584682e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7988 members 
Mstep: Class 4 contains 22388 members 
Mstep: Class 5 contains 12973 members 
Mstep: Class 6 contains 38246 members 
Mstep: Class 7 contains 150143 members 
Mstep: Class 8 contains 26955 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15802 members 
Mstep: Class 11 contains 13208 members 
Mstep: Class 12 contains 32211 members 
Mstep: Class 13 contains 31439 members 
Mstep: Class 14 contains 70054 members 
Mstep: Class 15 contains 17501 members 
Mstep: Class 16 contains 130217 members 
Mstep: Class 17 contains 54389 members 
Mstep: Class 18 contains 228749 members 
Mstep: Class 19 contains 11200 members 
Mstep: Class 20 contains 55509 members 
Mstep: Class 21 contains 108143 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27491 members 
Mstep: Class 26 contains 11563 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468160.000000 Penalty: 104923.953125
Iteration 216Q: 31 clusters Score -1.584682e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7988 members 
Mstep: Class 4 contains 22388 members 
Mstep: Class 5 contains 12968 members 
Mstep: Class 6 contains 38247 members 
Mstep: Class 7 contains 150142 members 
Mstep: Class 8 contains 26955 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15802 members 
Mstep: Class 11 contains 13207 members 
Mstep: Class 12 contains 32207 members 
Mstep: Class 13 contains 31440 members 
Mstep: Class 14 contains 70050 members 
Mstep: Class 15 contains 17516 members 
Mstep: Class 16 contains 130217 members 
Mstep: Class 17 contains 54392 members 
Mstep: Class 18 contains 228749 members 
Mstep: Class 19 contains 11200 members 
Mstep: Class 20 contains 55510 members 
Mstep: Class 21 contains 108143 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27488 members 
Mstep: Class 26 contains 11565 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 248999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468064.000000 Penalty: 104923.953125
Iteration 217Q: 31 clusters Score -1.584681e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7988 members 
Mstep: Class 4 contains 22391 members 
Mstep: Class 5 contains 12963 members 
Mstep: Class 6 contains 38247 members 
Mstep: Class 7 contains 150143 members 
Mstep: Class 8 contains 26955 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15801 members 
Mstep: Class 11 contains 13207 members 
Mstep: Class 12 contains 32203 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70046 members 
Mstep: Class 15 contains 17531 members 
Mstep: Class 16 contains 130217 members 
Mstep: Class 17 contains 54396 members 
Mstep: Class 18 contains 228744 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 55510 members 
Mstep: Class 21 contains 108141 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27481 members 
Mstep: Class 26 contains 11567 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468000.000000 Penalty: 104923.953125
Iteration 218Q: 31 clusters Score -1.58468e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7988 members 
Mstep: Class 4 contains 22393 members 
Mstep: Class 5 contains 12958 members 
Mstep: Class 6 contains 38247 members 
Mstep: Class 7 contains 150143 members 
Mstep: Class 8 contains 26955 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15801 members 
Mstep: Class 11 contains 13208 members 
Mstep: Class 12 contains 32199 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70041 members 
Mstep: Class 15 contains 17540 members 
Mstep: Class 16 contains 130218 members 
Mstep: Class 17 contains 54402 members 
Mstep: Class 18 contains 228742 members 
Mstep: Class 19 contains 11196 members 
Mstep: Class 20 contains 55512 members 
Mstep: Class 21 contains 108140 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27480 members 
Mstep: Class 26 contains 11569 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467920.000000 Penalty: 104923.953125
Iteration 219Q: 31 clusters Score -1.584679e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7988 members 
Mstep: Class 4 contains 22392 members 
Mstep: Class 5 contains 12955 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150143 members 
Mstep: Class 8 contains 26955 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15804 members 
Mstep: Class 11 contains 13208 members 
Mstep: Class 12 contains 32197 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70042 members 
Mstep: Class 15 contains 17544 members 
Mstep: Class 16 contains 130219 members 
Mstep: Class 17 contains 54400 members 
Mstep: Class 18 contains 228740 members 
Mstep: Class 19 contains 11195 members 
Mstep: Class 20 contains 55513 members 
Mstep: Class 21 contains 108140 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27479 members 
Mstep: Class 26 contains 11571 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 248998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467872.000000 Penalty: 104923.953125
Iteration 220F: 31 clusters Score -1.584679e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7989 members 
Mstep: Class 4 contains 22391 members 
Mstep: Class 5 contains 12955 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150143 members 
Mstep: Class 8 contains 26955 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15804 members 
Mstep: Class 11 contains 13208 members 
Mstep: Class 12 contains 32195 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70040 members 
Mstep: Class 15 contains 17550 members 
Mstep: Class 16 contains 130218 members 
Mstep: Class 17 contains 54402 members 
Mstep: Class 18 contains 228739 members 
Mstep: Class 19 contains 11195 members 
Mstep: Class 20 contains 55513 members 
Mstep: Class 21 contains 108140 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27477 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 248997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468000.000000 Penalty: 104923.953125
Iteration 221Q: 31 clusters Score -1.58468e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7990 members 
Mstep: Class 4 contains 22390 members 
Mstep: Class 5 contains 12953 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150143 members 
Mstep: Class 8 contains 26955 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15804 members 
Mstep: Class 11 contains 13209 members 
Mstep: Class 12 contains 32195 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70040 members 
Mstep: Class 15 contains 17552 members 
Mstep: Class 16 contains 130219 members 
Mstep: Class 17 contains 54402 members 
Mstep: Class 18 contains 228739 members 
Mstep: Class 19 contains 11194 members 
Mstep: Class 20 contains 55513 members 
Mstep: Class 21 contains 108139 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27475 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 248999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467920.000000 Penalty: 104923.953125
Iteration 222Q: 31 clusters Score -1.584679e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7990 members 
Mstep: Class 4 contains 22390 members 
Mstep: Class 5 contains 12952 members 
Mstep: Class 6 contains 38248 members 
Mstep: Class 7 contains 150144 members 
Mstep: Class 8 contains 26955 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15804 members 
Mstep: Class 11 contains 13207 members 
Mstep: Class 12 contains 32193 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70040 members 
Mstep: Class 15 contains 17554 members 
Mstep: Class 16 contains 130216 members 
Mstep: Class 17 contains 54404 members 
Mstep: Class 18 contains 228738 members 
Mstep: Class 19 contains 11194 members 
Mstep: Class 20 contains 55514 members 
Mstep: Class 21 contains 108138 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27475 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468016.000000 Penalty: 104923.953125
Iteration 223Q: 31 clusters Score -1.58468e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7990 members 
Mstep: Class 4 contains 22385 members 
Mstep: Class 5 contains 12950 members 
Mstep: Class 6 contains 38248 members 
Mstep: Class 7 contains 150144 members 
Mstep: Class 8 contains 26954 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15804 members 
Mstep: Class 11 contains 13207 members 
Mstep: Class 12 contains 32190 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70040 members 
Mstep: Class 15 contains 17558 members 
Mstep: Class 16 contains 130213 members 
Mstep: Class 17 contains 54405 members 
Mstep: Class 18 contains 228737 members 
Mstep: Class 19 contains 11195 members 
Mstep: Class 20 contains 55515 members 
Mstep: Class 21 contains 108138 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27474 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467952.000000 Penalty: 104923.953125
Iteration 224Q: 31 clusters Score -1.58468e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7990 members 
Mstep: Class 4 contains 22382 members 
Mstep: Class 5 contains 12947 members 
Mstep: Class 6 contains 38248 members 
Mstep: Class 7 contains 150144 members 
Mstep: Class 8 contains 26954 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15804 members 
Mstep: Class 11 contains 13207 members 
Mstep: Class 12 contains 32188 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70041 members 
Mstep: Class 15 contains 17563 members 
Mstep: Class 16 contains 130213 members 
Mstep: Class 17 contains 54403 members 
Mstep: Class 18 contains 228737 members 
Mstep: Class 19 contains 11196 members 
Mstep: Class 20 contains 55514 members 
Mstep: Class 21 contains 108139 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27473 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467904.000000 Penalty: 104923.953125
Iteration 225Q: 31 clusters Score -1.584679e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7990 members 
Mstep: Class 4 contains 22382 members 
Mstep: Class 5 contains 12943 members 
Mstep: Class 6 contains 38248 members 
Mstep: Class 7 contains 150143 members 
Mstep: Class 8 contains 26953 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15804 members 
Mstep: Class 11 contains 13207 members 
Mstep: Class 12 contains 32186 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70041 members 
Mstep: Class 15 contains 17568 members 
Mstep: Class 16 contains 130213 members 
Mstep: Class 17 contains 54403 members 
Mstep: Class 18 contains 228736 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 55514 members 
Mstep: Class 21 contains 108140 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27468 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468016.000000 Penalty: 104923.953125
Iteration 226Q: 31 clusters Score -1.58468e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7990 members 
Mstep: Class 4 contains 22381 members 
Mstep: Class 5 contains 12940 members 
Mstep: Class 6 contains 38248 members 
Mstep: Class 7 contains 150142 members 
Mstep: Class 8 contains 26952 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15803 members 
Mstep: Class 11 contains 13207 members 
Mstep: Class 12 contains 32187 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70038 members 
Mstep: Class 15 contains 17572 members 
Mstep: Class 16 contains 130212 members 
Mstep: Class 17 contains 54404 members 
Mstep: Class 18 contains 228736 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 55514 members 
Mstep: Class 21 contains 108141 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27465 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468016.000000 Penalty: 104923.953125
Iteration 227Q: 31 clusters Score -1.58468e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7990 members 
Mstep: Class 4 contains 22381 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 38248 members 
Mstep: Class 7 contains 150142 members 
Mstep: Class 8 contains 26951 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15800 members 
Mstep: Class 11 contains 13207 members 
Mstep: Class 12 contains 32190 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70037 members 
Mstep: Class 15 contains 17573 members 
Mstep: Class 16 contains 130209 members 
Mstep: Class 17 contains 54407 members 
Mstep: Class 18 contains 228736 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 55516 members 
Mstep: Class 21 contains 108140 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27466 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467952.000000 Penalty: 104923.953125
Iteration 228Q: 31 clusters Score -1.58468e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7990 members 
Mstep: Class 4 contains 22381 members 
Mstep: Class 5 contains 12935 members 
Mstep: Class 6 contains 38248 members 
Mstep: Class 7 contains 150141 members 
Mstep: Class 8 contains 26951 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15800 members 
Mstep: Class 11 contains 13207 members 
Mstep: Class 12 contains 32192 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70038 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130207 members 
Mstep: Class 17 contains 54414 members 
Mstep: Class 18 contains 228736 members 
Mstep: Class 19 contains 11197 members 
Mstep: Class 20 contains 55516 members 
Mstep: Class 21 contains 108137 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27463 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467968.000000 Penalty: 104923.953125
Iteration 229Q: 31 clusters Score -1.58468e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7990 members 
Mstep: Class 4 contains 22381 members 
Mstep: Class 5 contains 12932 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150141 members 
Mstep: Class 8 contains 26951 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15800 members 
Mstep: Class 11 contains 13206 members 
Mstep: Class 12 contains 32192 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70038 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130208 members 
Mstep: Class 17 contains 54417 members 
Mstep: Class 18 contains 228735 members 
Mstep: Class 19 contains 11197 members 
Mstep: Class 20 contains 55517 members 
Mstep: Class 21 contains 108137 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27458 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467904.000000 Penalty: 104923.953125
Iteration 230Q: 31 clusters Score -1.584679e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7990 members 
Mstep: Class 4 contains 22381 members 
Mstep: Class 5 contains 12932 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150141 members 
Mstep: Class 8 contains 26951 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15800 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 32192 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70038 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130205 members 
Mstep: Class 17 contains 54420 members 
Mstep: Class 18 contains 228735 members 
Mstep: Class 19 contains 11197 members 
Mstep: Class 20 contains 55518 members 
Mstep: Class 21 contains 108136 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27455 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467920.000000 Penalty: 104923.953125
Iteration 231Q: 31 clusters Score -1.584679e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7990 members 
Mstep: Class 4 contains 22381 members 
Mstep: Class 5 contains 12931 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150140 members 
Mstep: Class 8 contains 26951 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15799 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 32192 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70038 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130204 members 
Mstep: Class 17 contains 54423 members 
Mstep: Class 18 contains 228735 members 
Mstep: Class 19 contains 11197 members 
Mstep: Class 20 contains 55518 members 
Mstep: Class 21 contains 108136 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27454 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467872.000000 Penalty: 104923.953125
Iteration 232Q: 31 clusters Score -1.584679e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7990 members 
Mstep: Class 4 contains 22381 members 
Mstep: Class 5 contains 12931 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150140 members 
Mstep: Class 8 contains 26951 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15799 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 32191 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70037 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130204 members 
Mstep: Class 17 contains 54426 members 
Mstep: Class 18 contains 228734 members 
Mstep: Class 19 contains 11197 members 
Mstep: Class 20 contains 55518 members 
Mstep: Class 21 contains 108135 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27453 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467920.000000 Penalty: 104923.953125
Iteration 233Q: 31 clusters Score -1.584679e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7990 members 
Mstep: Class 4 contains 22381 members 
Mstep: Class 5 contains 12931 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150139 members 
Mstep: Class 8 contains 26951 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15799 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 32191 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70037 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130204 members 
Mstep: Class 17 contains 54428 members 
Mstep: Class 18 contains 228734 members 
Mstep: Class 19 contains 11196 members 
Mstep: Class 20 contains 55518 members 
Mstep: Class 21 contains 108135 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27452 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467904.000000 Penalty: 104923.953125
Iteration 234Q: 31 clusters Score -1.584679e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7990 members 
Mstep: Class 4 contains 22381 members 
Mstep: Class 5 contains 12930 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150140 members 
Mstep: Class 8 contains 26952 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15799 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 32191 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70037 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130204 members 
Mstep: Class 17 contains 54428 members 
Mstep: Class 18 contains 228735 members 
Mstep: Class 19 contains 11194 members 
Mstep: Class 20 contains 55518 members 
Mstep: Class 21 contains 108135 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27451 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467888.000000 Penalty: 104923.953125
Iteration 235Q: 31 clusters Score -1.584679e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7990 members 
Mstep: Class 4 contains 22381 members 
Mstep: Class 5 contains 12928 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150141 members 
Mstep: Class 8 contains 26952 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15800 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 32191 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70037 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130204 members 
Mstep: Class 17 contains 54430 members 
Mstep: Class 18 contains 228734 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 55518 members 
Mstep: Class 21 contains 108135 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27451 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467888.000000 Penalty: 104923.953125
Iteration 236Q: 31 clusters Score -1.584679e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7991 members 
Mstep: Class 4 contains 22381 members 
Mstep: Class 5 contains 12926 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150141 members 
Mstep: Class 8 contains 26952 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15799 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 32191 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70038 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130204 members 
Mstep: Class 17 contains 54429 members 
Mstep: Class 18 contains 228734 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 55518 members 
Mstep: Class 21 contains 108135 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27452 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467968.000000 Penalty: 104923.953125
Iteration 237Q: 31 clusters Score -1.58468e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6332 members 
Mstep: Class 3 contains 7990 members 
Mstep: Class 4 contains 22381 members 
Mstep: Class 5 contains 12926 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150141 members 
Mstep: Class 8 contains 26952 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15798 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 32191 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70038 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130204 members 
Mstep: Class 17 contains 54429 members 
Mstep: Class 18 contains 228734 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 55518 members 
Mstep: Class 21 contains 108135 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27453 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467920.000000 Penalty: 104923.953125
Iteration 238Q: 31 clusters Score -1.584679e+08 nChanged 3
Entering ConstructFrom: 
Score: -158467920.000000 Penalty: 104923.953125
Entering ConstructFrom: 
Trying to split cluster 1 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -58340.859375 Penalty: 1553.322754
	Iteration 0F: 2 clusters Score -58340.86 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 284 members 
Entering Unmasked Estep 
Score: -56812.660156 Penalty: 3106.645508
	Iteration 0F: 3 clusters Score -56812.66 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56991.566406 Penalty: 3106.645508
	Iteration 1F: 3 clusters Score -56991.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -57056.781250 Penalty: 3106.645508
	Iteration 2Q: 3 clusters Score -57056.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57089.871094 Penalty: 3106.645508
	Iteration 3Q: 3 clusters Score -57089.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57099.605469 Penalty: 3106.645508
	Iteration 4Q: 3 clusters Score -57099.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57108.453125 Penalty: 3106.645508
	Iteration 5Q: 3 clusters Score -57108.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57113.472656 Penalty: 3106.645508
	Iteration 6Q: 3 clusters Score -57113.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -57114.925781 Penalty: 3106.645508
	Iteration 7Q: 3 clusters Score -57114.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -57114.925781 Penalty: 3106.645508
	Iteration 8F: 3 clusters Score -57114.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Entering Unmasked Estep 
Score: -730452.875000 Penalty: 2170.836182
	Iteration 0F: 2 clusters Score -730452.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -725167.375000 Penalty: 4341.672363
	Iteration 0F: 3 clusters Score -725167.4 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -726435.625000 Penalty: 4341.672363
	Iteration 1F: 3 clusters Score -726435.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -726689.062500 Penalty: 4341.672363
	Iteration 2F: 3 clusters Score -726689.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -726837.875000 Penalty: 4341.672363
	Iteration 3F: 3 clusters Score -726837.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -726939.937500 Penalty: 4341.672363
	Iteration 4Q: 3 clusters Score -726939.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -727018.687500 Penalty: 4341.672363
	Iteration 5Q: 3 clusters Score -727018.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -727090.125000 Penalty: 4341.672363
	Iteration 6Q: 3 clusters Score -727090.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -727157.187500 Penalty: 4341.672363
	Iteration 7Q: 3 clusters Score -727157.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -727208.687500 Penalty: 4341.672363
	Iteration 8Q: 3 clusters Score -727208.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -727258.500000 Penalty: 4341.672363
	Iteration 9Q: 3 clusters Score -727258.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -727304.687500 Penalty: 4341.672363
	Iteration 10Q: 3 clusters Score -727304.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -727344.437500 Penalty: 4341.672363
	Iteration 11Q: 3 clusters Score -727344.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -727387.625000 Penalty: 4341.672363
	Iteration 12Q: 3 clusters Score -727387.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -727429.687500 Penalty: 4341.672363
	Iteration 13Q: 3 clusters Score -727429.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -727463.687500 Penalty: 4341.672363
	Iteration 14Q: 3 clusters Score -727463.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -727504.000000 Penalty: 4341.672363
	Iteration 15Q: 3 clusters Score -727504 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -727550.812500 Penalty: 4341.672363
	Iteration 16Q: 3 clusters Score -727550.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -727605.437500 Penalty: 4341.672363
	Iteration 17Q: 3 clusters Score -727605.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -727672.750000 Penalty: 4341.672363
	Iteration 18Q: 3 clusters Score -727672.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -727768.437500 Penalty: 4341.672363
	Iteration 19Q: 3 clusters Score -727768.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -727870.000000 Penalty: 4341.672363
	Iteration 20F: 3 clusters Score -727870 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -727979.250000 Penalty: 4341.672363
	Iteration 21Q: 3 clusters Score -727979.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -728079.312500 Penalty: 4341.672363
	Iteration 22Q: 3 clusters Score -728079.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -728184.125000 Penalty: 4341.672363
	Iteration 23Q: 3 clusters Score -728184.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -728258.187500 Penalty: 4341.672363
	Iteration 24Q: 3 clusters Score -728258.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -728318.562500 Penalty: 4341.672363
	Iteration 25Q: 3 clusters Score -728318.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -728372.625000 Penalty: 4341.672363
	Iteration 26Q: 3 clusters Score -728372.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -728417.250000 Penalty: 4341.672363
	Iteration 27Q: 3 clusters Score -728417.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -728455.187500 Penalty: 4341.672363
	Iteration 28Q: 3 clusters Score -728455.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -728476.937500 Penalty: 4341.672363
	Iteration 29Q: 3 clusters Score -728476.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -728502.687500 Penalty: 4341.672363
	Iteration 30Q: 3 clusters Score -728502.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -728521.250000 Penalty: 4341.672363
	Iteration 31Q: 3 clusters Score -728521.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -728548.500000 Penalty: 4341.672363
	Iteration 32Q: 3 clusters Score -728548.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -728569.562500 Penalty: 4341.672363
	Iteration 33Q: 3 clusters Score -728569.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -728583.937500 Penalty: 4341.672363
	Iteration 34Q: 3 clusters Score -728583.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -728588.250000 Penalty: 4341.672363
	Iteration 35Q: 3 clusters Score -728588.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -728592.125000 Penalty: 4341.672363
	Iteration 36Q: 3 clusters Score -728592.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -728593.812500 Penalty: 4341.672363
	Iteration 37Q: 3 clusters Score -728593.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -728599.125000 Penalty: 4341.672363
	Iteration 38Q: 3 clusters Score -728599.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -728600.812500 Penalty: 4341.672363
	Iteration 39Q: 3 clusters Score -728600.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -728601.687500 Penalty: 4341.672363
	Iteration 40F: 3 clusters Score -728601.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -728605.000000 Penalty: 4341.672363
	Iteration 41Q: 3 clusters Score -728605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -728606.687500 Penalty: 4341.672363
	Iteration 42Q: 3 clusters Score -728606.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -728608.000000 Penalty: 4341.672363
	Iteration 43Q: 3 clusters Score -728608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -728609.687500 Penalty: 4341.672363
	Iteration 44Q: 3 clusters Score -728609.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -728613.062500 Penalty: 4341.672363
	Iteration 45Q: 3 clusters Score -728613.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -728616.062500 Penalty: 4341.672363
	Iteration 46Q: 3 clusters Score -728616.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -728619.375000 Penalty: 4341.672363
	Iteration 47Q: 3 clusters Score -728619.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -728619.375000 Penalty: 4341.672363
	Iteration 48F: 3 clusters Score -728619.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Entering Unmasked Estep 
Score: -974030.687500 Penalty: 2228.514648
	Iteration 0F: 2 clusters Score -974030.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -967614.750000 Penalty: 4457.029297
	Iteration 0F: 3 clusters Score -967614.8 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -969332.250000 Penalty: 4457.029297
	Iteration 1F: 3 clusters Score -969332.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -969586.937500 Penalty: 4457.029297
	Iteration 2F: 3 clusters Score -969586.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -969746.062500 Penalty: 4457.029297
	Iteration 3Q: 3 clusters Score -969746.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -969872.187500 Penalty: 4457.029297
	Iteration 4Q: 3 clusters Score -969872.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -969975.687500 Penalty: 4457.029297
	Iteration 5Q: 3 clusters Score -969975.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -970077.625000 Penalty: 4457.029297
	Iteration 6Q: 3 clusters Score -970077.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -970174.875000 Penalty: 4457.029297
	Iteration 7Q: 3 clusters Score -970174.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -970282.312500 Penalty: 4457.029297
	Iteration 8Q: 3 clusters Score -970282.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -970385.187500 Penalty: 4457.029297
	Iteration 9Q: 3 clusters Score -970385.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -970497.062500 Penalty: 4457.029297
	Iteration 10Q: 3 clusters Score -970497.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -970664.250000 Penalty: 4457.029297
	Iteration 11Q: 3 clusters Score -970664.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -970815.625000 Penalty: 4457.029297
	Iteration 12Q: 3 clusters Score -970815.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -970974.000000 Penalty: 4457.029297
	Iteration 13Q: 3 clusters Score -970974 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -971143.687500 Penalty: 4457.029297
	Iteration 14Q: 3 clusters Score -971143.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -971330.062500 Penalty: 4457.029297
	Iteration 15Q: 3 clusters Score -971330.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -971513.500000 Penalty: 4457.029297
	Iteration 16Q: 3 clusters Score -971513.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -971648.125000 Penalty: 4457.029297
	Iteration 17Q: 3 clusters Score -971648.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -971758.750000 Penalty: 4457.029297
	Iteration 18Q: 3 clusters Score -971758.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -971857.062500 Penalty: 4457.029297
	Iteration 19Q: 3 clusters Score -971857.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -971942.750000 Penalty: 4457.029297
	Iteration 20F: 3 clusters Score -971942.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -971998.687500 Penalty: 4457.029297
	Iteration 21Q: 3 clusters Score -971998.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -972031.937500 Penalty: 4457.029297
	Iteration 22Q: 3 clusters Score -972031.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -972054.000000 Penalty: 4457.029297
	Iteration 23Q: 3 clusters Score -972054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -972072.750000 Penalty: 4457.029297
	Iteration 24Q: 3 clusters Score -972072.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -972081.000000 Penalty: 4457.029297
	Iteration 25Q: 3 clusters Score -972081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -972091.500000 Penalty: 4457.029297
	Iteration 26Q: 3 clusters Score -972091.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -972098.750000 Penalty: 4457.029297
	Iteration 27Q: 3 clusters Score -972098.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -972106.375000 Penalty: 4457.029297
	Iteration 28Q: 3 clusters Score -972106.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -972110.812500 Penalty: 4457.029297
	Iteration 29Q: 3 clusters Score -972110.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -972113.125000 Penalty: 4457.029297
	Iteration 30Q: 3 clusters Score -972113.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -972116.875000 Penalty: 4457.029297
	Iteration 31Q: 3 clusters Score -972116.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -972118.687500 Penalty: 4457.029297
	Iteration 32Q: 3 clusters Score -972118.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -972119.750000 Penalty: 4457.029297
	Iteration 33Q: 3 clusters Score -972119.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -972120.375000 Penalty: 4457.029297
	Iteration 34Q: 3 clusters Score -972120.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -972120.375000 Penalty: 4457.029297
	Iteration 35F: 3 clusters Score -972120.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Entering Unmasked Estep 
Score: -2710801.500000 Penalty: 2483.959961
	Iteration 0F: 2 clusters Score -2710802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2695249.500000 Penalty: 4967.919922
	Iteration 0F: 3 clusters Score -2695250 nChanged 9933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2700545.250000 Penalty: 4967.919922
	Iteration 1F: 3 clusters Score -2700545 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2701042.500000 Penalty: 4967.919922
	Iteration 2F: 3 clusters Score -2701042 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2701512.250000 Penalty: 4967.919922
	Iteration 3Q: 3 clusters Score -2701512 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2701998.750000 Penalty: 4967.919922
	Iteration 4Q: 3 clusters Score -2701999 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2702515.500000 Penalty: 4967.919922
	Iteration 5F: 3 clusters Score -2702516 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2703176.250000 Penalty: 4967.919922
	Iteration 6F: 3 clusters Score -2703176 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2704019.000000 Penalty: 4967.919922
	Iteration 7F: 3 clusters Score -2704019 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2705023.750000 Penalty: 4967.919922
	Iteration 8F: 3 clusters Score -2705024 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2705991.000000 Penalty: 4967.919922
	Iteration 9F: 3 clusters Score -2705991 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2706727.500000 Penalty: 4967.919922
	Iteration 10Q: 3 clusters Score -2706728 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -2707303.750000 Penalty: 4967.919922
	Iteration 11Q: 3 clusters Score -2707304 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2707778.000000 Penalty: 4967.919922
	Iteration 12Q: 3 clusters Score -2707778 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -2708083.750000 Penalty: 4967.919922
	Iteration 13Q: 3 clusters Score -2708084 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2708310.000000 Penalty: 4967.919922
	Iteration 14Q: 3 clusters Score -2708310 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -2708455.000000 Penalty: 4967.919922
	Iteration 15Q: 3 clusters Score -2708455 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2708549.000000 Penalty: 4967.919922
	Iteration 16Q: 3 clusters Score -2708549 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2708625.250000 Penalty: 4967.919922
	Iteration 17Q: 3 clusters Score -2708625 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -2708693.750000 Penalty: 4967.919922
	Iteration 18Q: 3 clusters Score -2708694 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2708733.750000 Penalty: 4967.919922
	Iteration 19Q: 3 clusters Score -2708734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -2708755.000000 Penalty: 4967.919922
	Iteration 20F: 3 clusters Score -2708755 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2708772.750000 Penalty: 4967.919922
	Iteration 21Q: 3 clusters Score -2708773 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2708777.750000 Penalty: 4967.919922
	Iteration 22Q: 3 clusters Score -2708778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -2708788.500000 Penalty: 4967.919922
	Iteration 23Q: 3 clusters Score -2708788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2708799.250000 Penalty: 4967.919922
	Iteration 24Q: 3 clusters Score -2708799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -2708804.250000 Penalty: 4967.919922
	Iteration 25Q: 3 clusters Score -2708804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2708811.250000 Penalty: 4967.919922
	Iteration 26Q: 3 clusters Score -2708811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2708818.000000 Penalty: 4967.919922
	Iteration 27Q: 3 clusters Score -2708818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2708822.250000 Penalty: 4967.919922
	Iteration 28Q: 3 clusters Score -2708822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -2708826.500000 Penalty: 4967.919922
	Iteration 29Q: 3 clusters Score -2708826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2708832.000000 Penalty: 4967.919922
	Iteration 30Q: 3 clusters Score -2708832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2708840.750000 Penalty: 4967.919922
	Iteration 31Q: 3 clusters Score -2708841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2708843.750000 Penalty: 4967.919922
	Iteration 32Q: 3 clusters Score -2708844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -2708861.250000 Penalty: 4967.919922
	Iteration 33Q: 3 clusters Score -2708861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2708861.500000 Penalty: 4967.919922
	Iteration 34Q: 3 clusters Score -2708862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2708872.750000 Penalty: 4967.919922
	Iteration 35Q: 3 clusters Score -2708873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -2708877.500000 Penalty: 4967.919922
	Iteration 36Q: 3 clusters Score -2708878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2708881.000000 Penalty: 4967.919922
	Iteration 37Q: 3 clusters Score -2708881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2708880.250000 Penalty: 4967.919922
	Iteration 38Q: 3 clusters Score -2708880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2708885.500000 Penalty: 4967.919922
	Iteration 39Q: 3 clusters Score -2708886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2708895.250000 Penalty: 4967.919922
	Iteration 40F: 3 clusters Score -2708895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2708895.500000 Penalty: 4967.919922
	Iteration 41Q: 3 clusters Score -2708896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -2708893.750000 Penalty: 4967.919922
	Iteration 42Q: 3 clusters Score -2708894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -2708895.750000 Penalty: 4967.919922
	Iteration 43Q: 3 clusters Score -2708896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -2708901.750000 Penalty: 4967.919922
	Iteration 44Q: 3 clusters Score -2708902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -2708900.500000 Penalty: 4967.919922
	Iteration 45Q: 3 clusters Score -2708900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -2708900.500000 Penalty: 4967.919922
	Iteration 46F: 3 clusters Score -2708900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Entering Unmasked Estep 
Score: -1482676.750000 Penalty: 2347.814941
	Iteration 0F: 2 clusters Score -1482677 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 6401 members 
Entering Unmasked Estep 
Score: -1473106.875000 Penalty: 4695.629883
	Iteration 0F: 3 clusters Score -1473107 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1476183.000000 Penalty: 4695.629883
	Iteration 1F: 3 clusters Score -1476183 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1476597.000000 Penalty: 4695.629883
	Iteration 2F: 3 clusters Score -1476597 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1476935.625000 Penalty: 4695.629883
	Iteration 3F: 3 clusters Score -1476936 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1477285.875000 Penalty: 4695.629883
	Iteration 4F: 3 clusters Score -1477286 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1477619.875000 Penalty: 4695.629883
	Iteration 5Q: 3 clusters Score -1477620 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1477921.500000 Penalty: 4695.629883
	Iteration 6Q: 3 clusters Score -1477922 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1478209.875000 Penalty: 4695.629883
	Iteration 7Q: 3 clusters Score -1478210 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1478504.875000 Penalty: 4695.629883
	Iteration 8Q: 3 clusters Score -1478505 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1478796.500000 Penalty: 4695.629883
	Iteration 9Q: 3 clusters Score -1478796 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1479087.125000 Penalty: 4695.629883
	Iteration 10Q: 3 clusters Score -1479087 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1479405.750000 Penalty: 4695.629883
	Iteration 11Q: 3 clusters Score -1479406 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1479706.875000 Penalty: 4695.629883
	Iteration 12Q: 3 clusters Score -1479707 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1479975.000000 Penalty: 4695.629883
	Iteration 13Q: 3 clusters Score -1479975 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1480181.375000 Penalty: 4695.629883
	Iteration 14Q: 3 clusters Score -1480181 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1480380.750000 Penalty: 4695.629883
	Iteration 15Q: 3 clusters Score -1480381 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1480570.500000 Penalty: 4695.629883
	Iteration 16Q: 3 clusters Score -1480570 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1480761.750000 Penalty: 4695.629883
	Iteration 17Q: 3 clusters Score -1480762 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1480927.375000 Penalty: 4695.629883
	Iteration 18Q: 3 clusters Score -1480927 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1481069.750000 Penalty: 4695.629883
	Iteration 19Q: 3 clusters Score -1481070 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1481185.125000 Penalty: 4695.629883
	Iteration 20F: 3 clusters Score -1481185 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1481292.750000 Penalty: 4695.629883
	Iteration 21Q: 3 clusters Score -1481293 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1481390.625000 Penalty: 4695.629883
	Iteration 22Q: 3 clusters Score -1481391 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1481459.500000 Penalty: 4695.629883
	Iteration 23Q: 3 clusters Score -1481460 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1481484.250000 Penalty: 4695.629883
	Iteration 24Q: 3 clusters Score -1481484 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1481510.625000 Penalty: 4695.629883
	Iteration 25Q: 3 clusters Score -1481511 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1481519.750000 Penalty: 4695.629883
	Iteration 26Q: 3 clusters Score -1481520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1481532.375000 Penalty: 4695.629883
	Iteration 27Q: 3 clusters Score -1481532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1481544.250000 Penalty: 4695.629883
	Iteration 28Q: 3 clusters Score -1481544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1481550.625000 Penalty: 4695.629883
	Iteration 29Q: 3 clusters Score -1481551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1481557.875000 Penalty: 4695.629883
	Iteration 30Q: 3 clusters Score -1481558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1481559.375000 Penalty: 4695.629883
	Iteration 31Q: 3 clusters Score -1481559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1481562.000000 Penalty: 4695.629883
	Iteration 32Q: 3 clusters Score -1481562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1481563.250000 Penalty: 4695.629883
	Iteration 33Q: 3 clusters Score -1481563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1481567.375000 Penalty: 4695.629883
	Iteration 34Q: 3 clusters Score -1481567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1481566.750000 Penalty: 4695.629883
	Iteration 35Q: 3 clusters Score -1481567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1481566.375000 Penalty: 4695.629883
	Iteration 36Q: 3 clusters Score -1481566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1481566.375000 Penalty: 4695.629883
	Iteration 37Q: 3 clusters Score -1481566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1481568.875000 Penalty: 4695.629883
	Iteration 38Q: 3 clusters Score -1481569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1481570.125000 Penalty: 4695.629883
	Iteration 39Q: 3 clusters Score -1481570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1481569.750000 Penalty: 4695.629883
	Iteration 40F: 3 clusters Score -1481570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1481572.500000 Penalty: 4695.629883
	Iteration 41Q: 3 clusters Score -1481572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1481571.750000 Penalty: 4695.629883
	Iteration 42Q: 3 clusters Score -1481572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1481571.750000 Penalty: 4695.629883
	Iteration 43F: 3 clusters Score -1481572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Entering Unmasked Estep 
Score: -4683584.500000 Penalty: 2616.864258
	Iteration 0F: 2 clusters Score -4683584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -4657673.500000 Penalty: 5233.728516
	Iteration 0F: 3 clusters Score -4657674 nChanged 17325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -4667095.000000 Penalty: 5233.728516
	Iteration 1F: 3 clusters Score -4667095 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -4667706.000000 Penalty: 5233.728516
	Iteration 2Q: 3 clusters Score -4667706 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -4668406.000000 Penalty: 5233.728516
	Iteration 3Q: 3 clusters Score -4668406 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -4669283.000000 Penalty: 5233.728516
	Iteration 4Q: 3 clusters Score -4669283 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -4670350.000000 Penalty: 5233.728516
	Iteration 5F: 3 clusters Score -4670350 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -4671670.500000 Penalty: 5233.728516
	Iteration 6F: 3 clusters Score -4671670 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -4672951.500000 Penalty: 5233.728516
	Iteration 7F: 3 clusters Score -4672952 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -4674059.000000 Penalty: 5233.728516
	Iteration 8F: 3 clusters Score -4674059 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -4674835.500000 Penalty: 5233.728516
	Iteration 9Q: 3 clusters Score -4674836 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -4675412.500000 Penalty: 5233.728516
	Iteration 10Q: 3 clusters Score -4675412 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -4675825.000000 Penalty: 5233.728516
	Iteration 11Q: 3 clusters Score -4675825 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -4676165.000000 Penalty: 5233.728516
	Iteration 12Q: 3 clusters Score -4676165 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -4676497.500000 Penalty: 5233.728516
	Iteration 13Q: 3 clusters Score -4676498 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -4676823.000000 Penalty: 5233.728516
	Iteration 14Q: 3 clusters Score -4676823 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -4677153.000000 Penalty: 5233.728516
	Iteration 15Q: 3 clusters Score -4677153 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -4677640.500000 Penalty: 5233.728516
	Iteration 16Q: 3 clusters Score -4677640 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -4678103.500000 Penalty: 5233.728516
	Iteration 17Q: 3 clusters Score -4678104 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -4678607.000000 Penalty: 5233.728516
	Iteration 18Q: 3 clusters Score -4678607 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -4679160.500000 Penalty: 5233.728516
	Iteration 19Q: 3 clusters Score -4679160 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -4679663.000000 Penalty: 5233.728516
	Iteration 20F: 3 clusters Score -4679663 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -4680145.000000 Penalty: 5233.728516
	Iteration 21Q: 3 clusters Score -4680145 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -4680519.000000 Penalty: 5233.728516
	Iteration 22Q: 3 clusters Score -4680519 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -4680805.000000 Penalty: 5233.728516
	Iteration 23Q: 3 clusters Score -4680805 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -4681052.000000 Penalty: 5233.728516
	Iteration 24Q: 3 clusters Score -4681052 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -4681225.000000 Penalty: 5233.728516
	Iteration 25Q: 3 clusters Score -4681225 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -4681351.000000 Penalty: 5233.728516
	Iteration 26Q: 3 clusters Score -4681351 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -4681458.500000 Penalty: 5233.728516
	Iteration 27Q: 3 clusters Score -4681458 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -4681532.000000 Penalty: 5233.728516
	Iteration 28Q: 3 clusters Score -4681532 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -4681585.500000 Penalty: 5233.728516
	Iteration 29Q: 3 clusters Score -4681586 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -4681649.000000 Penalty: 5233.728516
	Iteration 30Q: 3 clusters Score -4681649 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -4681688.000000 Penalty: 5233.728516
	Iteration 31Q: 3 clusters Score -4681688 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -4681723.500000 Penalty: 5233.728516
	Iteration 32Q: 3 clusters Score -4681724 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -4681724.000000 Penalty: 5233.728516
	Iteration 33Q: 3 clusters Score -4681724 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -4681732.500000 Penalty: 5233.728516
	Iteration 34Q: 3 clusters Score -4681732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -4681742.500000 Penalty: 5233.728516
	Iteration 35Q: 3 clusters Score -4681742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -4681756.000000 Penalty: 5233.728516
	Iteration 36Q: 3 clusters Score -4681756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -4681753.500000 Penalty: 5233.728516
	Iteration 37Q: 3 clusters Score -4681754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -4681771.500000 Penalty: 5233.728516
	Iteration 38Q: 3 clusters Score -4681772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -4681769.000000 Penalty: 5233.728516
	Iteration 39Q: 3 clusters Score -4681769 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -4681780.500000 Penalty: 5233.728516
	Iteration 40F: 3 clusters Score -4681780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -4681788.500000 Penalty: 5233.728516
	Iteration 41Q: 3 clusters Score -4681788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -4681788.500000 Penalty: 5233.728516
	Iteration 42Q: 3 clusters Score -4681788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -4681799.500000 Penalty: 5233.728516
	Iteration 43Q: 3 clusters Score -4681800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -4681799.000000 Penalty: 5233.728516
	Iteration 44Q: 3 clusters Score -4681799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -4681806.000000 Penalty: 5233.728516
	Iteration 45Q: 3 clusters Score -4681806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -4681816.000000 Penalty: 5233.728516
	Iteration 46Q: 3 clusters Score -4681816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -4681814.000000 Penalty: 5233.728516
	Iteration 47Q: 3 clusters Score -4681814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -4681823.500000 Penalty: 5233.728516
	Iteration 48Q: 3 clusters Score -4681824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -4681823.500000 Penalty: 5233.728516
	Iteration 49Q: 3 clusters Score -4681824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -4681824.500000 Penalty: 5233.728516
	Iteration 50Q: 3 clusters Score -4681824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -4681830.500000 Penalty: 5233.728516
	Iteration 51Q: 3 clusters Score -4681830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -4681836.000000 Penalty: 5233.728516
	Iteration 52Q: 3 clusters Score -4681836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -4681836.000000 Penalty: 5233.728516
	Iteration 53Q: 3 clusters Score -4681836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -4681834.000000 Penalty: 5233.728516
	Iteration 54Q: 3 clusters Score -4681834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -4681834.000000 Penalty: 5233.728516
	Iteration 55Q: 3 clusters Score -4681834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -4681835.500000 Penalty: 5233.728516
	Iteration 56Q: 3 clusters Score -4681836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -4681835.500000 Penalty: 5233.728516
	Iteration 57F: 3 clusters Score -4681836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (150140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150140 members 
Entering Unmasked Estep 
Score: -18217052.000000 Penalty: 2955.992432
	Iteration 0F: 2 clusters Score -1.821705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75352 members 
Mstep: Class 2 contains 74788 members 
Entering Unmasked Estep 
Score: -18116410.000000 Penalty: 5911.984863
	Iteration 0F: 3 clusters Score -1.811641e+07 nChanged 71976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80180 members 
Mstep: Class 2 contains 69960 members 
Entering Unmasked Estep 
Score: -18158166.000000 Penalty: 5911.984863
	Iteration 1F: 3 clusters Score -1.815817e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83550 members 
Mstep: Class 2 contains 66590 members 
Entering Unmasked Estep 
Score: -18159856.000000 Penalty: 5911.984863
	Iteration 2Q: 3 clusters Score -1.815986e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88771 members 
Mstep: Class 2 contains 61369 members 
Entering Unmasked Estep 
Score: -18162558.000000 Penalty: 5911.984863
	Iteration 3Q: 3 clusters Score -1.816256e+07 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96470 members 
Mstep: Class 2 contains 53670 members 
Entering Unmasked Estep 
Score: -18167384.000000 Penalty: 5911.984863
	Iteration 4F: 3 clusters Score -1.816738e+07 nChanged 11366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106912 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -18175210.000000 Penalty: 5911.984863
	Iteration 5F: 3 clusters Score -1.817521e+07 nChanged 12707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119035 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -18185880.000000 Penalty: 5911.984863
	Iteration 6F: 3 clusters Score -1.818588e+07 nChanged 11950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130771 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -18196882.000000 Penalty: 5911.984863
	Iteration 7F: 3 clusters Score -1.819688e+07 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139727 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -18205284.000000 Penalty: 5911.984863
	Iteration 8F: 3 clusters Score -1.820528e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145098 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -18210536.000000 Penalty: 5911.984863
	Iteration 9Q: 3 clusters Score -1.821054e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147763 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -18212932.000000 Penalty: 5911.984863
	Iteration 10Q: 3 clusters Score -1.821293e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148800 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -18213824.000000 Penalty: 5911.984863
	Iteration 11Q: 3 clusters Score -1.821382e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149203 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -18214182.000000 Penalty: 5911.984863
	Iteration 12Q: 3 clusters Score -1.821418e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149362 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -18214336.000000 Penalty: 5911.984863
	Iteration 13Q: 3 clusters Score -1.821434e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149435 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -18214462.000000 Penalty: 5911.984863
	Iteration 14Q: 3 clusters Score -1.821446e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149469 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -18214540.000000 Penalty: 5911.984863
	Iteration 15Q: 3 clusters Score -1.821454e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149482 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -18214626.000000 Penalty: 5911.984863
	Iteration 16Q: 3 clusters Score -1.821463e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149483 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -18214658.000000 Penalty: 5911.984863
	Iteration 17Q: 3 clusters Score -1.821466e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149486 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -18214690.000000 Penalty: 5911.984863
	Iteration 18Q: 3 clusters Score -1.821469e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149482 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -18214708.000000 Penalty: 5911.984863
	Iteration 19Q: 3 clusters Score -1.821471e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149480 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -18214736.000000 Penalty: 5911.984863
	Iteration 20F: 3 clusters Score -1.821474e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149470 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -18214766.000000 Penalty: 5911.984863
	Iteration 21Q: 3 clusters Score -1.821477e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149456 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -18214780.000000 Penalty: 5911.984863
	Iteration 22Q: 3 clusters Score -1.821478e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149454 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -18214780.000000 Penalty: 5911.984863
	Iteration 23Q: 3 clusters Score -1.821478e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149450 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -18214796.000000 Penalty: 5911.984863
	Iteration 24Q: 3 clusters Score -1.82148e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149445 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -18214798.000000 Penalty: 5911.984863
	Iteration 25Q: 3 clusters Score -1.82148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149449 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -18214806.000000 Penalty: 5911.984863
	Iteration 26Q: 3 clusters Score -1.821481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149448 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -18214814.000000 Penalty: 5911.984863
	Iteration 27Q: 3 clusters Score -1.821481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149445 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -18214824.000000 Penalty: 5911.984863
	Iteration 28Q: 3 clusters Score -1.821482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149445 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -18214810.000000 Penalty: 5911.984863
	Iteration 29Q: 3 clusters Score -1.821481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149445 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -18214820.000000 Penalty: 5911.984863
	Iteration 30Q: 3 clusters Score -1.821482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149447 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -18214822.000000 Penalty: 5911.984863
	Iteration 31Q: 3 clusters Score -1.821482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149448 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -18214840.000000 Penalty: 5911.984863
	Iteration 32Q: 3 clusters Score -1.821484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149442 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -18214866.000000 Penalty: 5911.984863
	Iteration 33Q: 3 clusters Score -1.821487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149438 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -18214838.000000 Penalty: 5911.984863
	Iteration 34Q: 3 clusters Score -1.821484e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149433 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -18214864.000000 Penalty: 5911.984863
	Iteration 35Q: 3 clusters Score -1.821486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149429 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -18214864.000000 Penalty: 5911.984863
	Iteration 36Q: 3 clusters Score -1.821486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149429 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -18214880.000000 Penalty: 5911.984863
	Iteration 37Q: 3 clusters Score -1.821488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149433 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -18214866.000000 Penalty: 5911.984863
	Iteration 38Q: 3 clusters Score -1.821487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149431 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -18214872.000000 Penalty: 5911.984863
	Iteration 39Q: 3 clusters Score -1.821487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149423 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -18214868.000000 Penalty: 5911.984863
	Iteration 40F: 3 clusters Score -1.821487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149421 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -18214876.000000 Penalty: 5911.984863
	Iteration 41Q: 3 clusters Score -1.821488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149422 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -18214884.000000 Penalty: 5911.984863
	Iteration 42Q: 3 clusters Score -1.821488e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149417 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -18214894.000000 Penalty: 5911.984863
	Iteration 43Q: 3 clusters Score -1.821489e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149418 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -18214906.000000 Penalty: 5911.984863
	Iteration 44Q: 3 clusters Score -1.821491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149417 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -18214906.000000 Penalty: 5911.984863
	Iteration 45Q: 3 clusters Score -1.821491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149413 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -18214894.000000 Penalty: 5911.984863
	Iteration 46Q: 3 clusters Score -1.821489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149411 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -18214904.000000 Penalty: 5911.984863
	Iteration 47Q: 3 clusters Score -1.82149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149409 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -18214902.000000 Penalty: 5911.984863
	Iteration 48Q: 3 clusters Score -1.82149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149410 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -18214906.000000 Penalty: 5911.984863
	Iteration 49Q: 3 clusters Score -1.821491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149410 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -18214904.000000 Penalty: 5911.984863
	Iteration 50Q: 3 clusters Score -1.82149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149409 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -18214910.000000 Penalty: 5911.984863
	Iteration 51Q: 3 clusters Score -1.821491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149411 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -18214920.000000 Penalty: 5911.984863
	Iteration 52Q: 3 clusters Score -1.821492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149412 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -18214916.000000 Penalty: 5911.984863
	Iteration 53Q: 3 clusters Score -1.821492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149414 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -18214910.000000 Penalty: 5911.984863
	Iteration 54Q: 3 clusters Score -1.821491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149413 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -18214928.000000 Penalty: 5911.984863
	Iteration 55Q: 3 clusters Score -1.821493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149414 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -18214922.000000 Penalty: 5911.984863
	Iteration 56Q: 3 clusters Score -1.821492e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149408 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -18214954.000000 Penalty: 5911.984863
	Iteration 57Q: 3 clusters Score -1.821495e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149398 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -18214946.000000 Penalty: 5911.984863
	Iteration 58Q: 3 clusters Score -1.821495e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149388 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -18214956.000000 Penalty: 5911.984863
	Iteration 59Q: 3 clusters Score -1.821496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149387 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -18214960.000000 Penalty: 5911.984863
	Iteration 60F: 3 clusters Score -1.821496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149387 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -18214968.000000 Penalty: 5911.984863
	Iteration 61Q: 3 clusters Score -1.821497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149386 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -18214970.000000 Penalty: 5911.984863
	Iteration 62Q: 3 clusters Score -1.821497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149389 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -18214968.000000 Penalty: 5911.984863
	Iteration 63Q: 3 clusters Score -1.821497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149394 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -18214966.000000 Penalty: 5911.984863
	Iteration 64Q: 3 clusters Score -1.821497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149391 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -18214978.000000 Penalty: 5911.984863
	Iteration 65Q: 3 clusters Score -1.821498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149389 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -18214974.000000 Penalty: 5911.984863
	Iteration 66Q: 3 clusters Score -1.821497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149387 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -18214978.000000 Penalty: 5911.984863
	Iteration 67Q: 3 clusters Score -1.821498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149387 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -18214978.000000 Penalty: 5911.984863
	Iteration 68F: 3 clusters Score -1.821498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Entering Unmasked Estep 
Score: -3297310.250000 Penalty: 2530.058838
	Iteration 0F: 2 clusters Score -3297310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -3278795.750000 Penalty: 5060.117676
	Iteration 0F: 3 clusters Score -3278796 nChanged 12025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -3285299.500000 Penalty: 5060.117676
	Iteration 1F: 3 clusters Score -3285300 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -3285961.500000 Penalty: 5060.117676
	Iteration 2F: 3 clusters Score -3285962 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -3286826.250000 Penalty: 5060.117676
	Iteration 3F: 3 clusters Score -3286826 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -3287889.250000 Penalty: 5060.117676
	Iteration 4F: 3 clusters Score -3287889 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -3289290.750000 Penalty: 5060.117676
	Iteration 5F: 3 clusters Score -3289291 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -3290836.250000 Penalty: 5060.117676
	Iteration 6F: 3 clusters Score -3290836 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -3292341.750000 Penalty: 5060.117676
	Iteration 7F: 3 clusters Score -3292342 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3293494.250000 Penalty: 5060.117676
	Iteration 8Q: 3 clusters Score -3293494 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3294223.500000 Penalty: 5060.117676
	Iteration 9Q: 3 clusters Score -3294224 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3294631.250000 Penalty: 5060.117676
	Iteration 10Q: 3 clusters Score -3294631 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3294887.500000 Penalty: 5060.117676
	Iteration 11Q: 3 clusters Score -3294888 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3295069.750000 Penalty: 5060.117676
	Iteration 12Q: 3 clusters Score -3295070 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3295183.250000 Penalty: 5060.117676
	Iteration 13Q: 3 clusters Score -3295183 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3295252.500000 Penalty: 5060.117676
	Iteration 14Q: 3 clusters Score -3295252 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3295298.750000 Penalty: 5060.117676
	Iteration 15Q: 3 clusters Score -3295299 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3295341.500000 Penalty: 5060.117676
	Iteration 16Q: 3 clusters Score -3295342 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3295361.500000 Penalty: 5060.117676
	Iteration 17Q: 3 clusters Score -3295362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3295378.750000 Penalty: 5060.117676
	Iteration 18Q: 3 clusters Score -3295379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3295377.750000 Penalty: 5060.117676
	Iteration 19Q: 3 clusters Score -3295378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3295385.750000 Penalty: 5060.117676
	Iteration 20F: 3 clusters Score -3295386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3295405.250000 Penalty: 5060.117676
	Iteration 21Q: 3 clusters Score -3295405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3295409.250000 Penalty: 5060.117676
	Iteration 22Q: 3 clusters Score -3295409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3295408.500000 Penalty: 5060.117676
	Iteration 23Q: 3 clusters Score -3295408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3295408.000000 Penalty: 5060.117676
	Iteration 24Q: 3 clusters Score -3295408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3295415.250000 Penalty: 5060.117676
	Iteration 25Q: 3 clusters Score -3295415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3295414.500000 Penalty: 5060.117676
	Iteration 26Q: 3 clusters Score -3295414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3295412.500000 Penalty: 5060.117676
	Iteration 27Q: 3 clusters Score -3295412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3295418.500000 Penalty: 5060.117676
	Iteration 28Q: 3 clusters Score -3295418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3295413.500000 Penalty: 5060.117676
	Iteration 29Q: 3 clusters Score -3295414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3295415.750000 Penalty: 5060.117676
	Iteration 30Q: 3 clusters Score -3295416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3295415.250000 Penalty: 5060.117676
	Iteration 31Q: 3 clusters Score -3295415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3295416.500000 Penalty: 5060.117676
	Iteration 32Q: 3 clusters Score -3295416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3295416.500000 Penalty: 5060.117676
	Iteration 33F: 3 clusters Score -3295416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -13345.542969 Penalty: 1239.308716
	Iteration 0F: 2 clusters Score -13345.54 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 66 members 
Entering Unmasked Estep 
Score: -12378.929688 Penalty: 2478.617432
	Iteration 0F: 3 clusters Score -12378.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12430.565430 Penalty: 2478.617432
	Iteration 1F: 3 clusters Score -12430.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12446.540039 Penalty: 2478.617432
	Iteration 2Q: 3 clusters Score -12446.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12448.711914 Penalty: 2478.617432
	Iteration 3Q: 3 clusters Score -12448.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12448.711914 Penalty: 2478.617432
	Iteration 4F: 3 clusters Score -12448.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Entering Unmasked Estep 
Score: -1868770.625000 Penalty: 2397.558594
	Iteration 0F: 2 clusters Score -1868771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1857403.375000 Penalty: 4795.117188
	Iteration 0F: 3 clusters Score -1857403 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1861195.125000 Penalty: 4795.117188
	Iteration 1F: 3 clusters Score -1861195 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1861667.125000 Penalty: 4795.117188
	Iteration 2F: 3 clusters Score -1861667 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1862050.375000 Penalty: 4795.117188
	Iteration 3F: 3 clusters Score -1862050 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1862388.000000 Penalty: 4795.117188
	Iteration 4Q: 3 clusters Score -1862388 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1862753.000000 Penalty: 4795.117188
	Iteration 5Q: 3 clusters Score -1862753 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1863188.125000 Penalty: 4795.117188
	Iteration 6Q: 3 clusters Score -1863188 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1863612.000000 Penalty: 4795.117188
	Iteration 7Q: 3 clusters Score -1863612 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1864075.625000 Penalty: 4795.117188
	Iteration 8Q: 3 clusters Score -1864076 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1864567.125000 Penalty: 4795.117188
	Iteration 9Q: 3 clusters Score -1864567 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1865072.250000 Penalty: 4795.117188
	Iteration 10Q: 3 clusters Score -1865072 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1865519.125000 Penalty: 4795.117188
	Iteration 11Q: 3 clusters Score -1865519 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1865851.750000 Penalty: 4795.117188
	Iteration 12Q: 3 clusters Score -1865852 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1866125.750000 Penalty: 4795.117188
	Iteration 13Q: 3 clusters Score -1866126 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1866285.750000 Penalty: 4795.117188
	Iteration 14Q: 3 clusters Score -1866286 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1866382.250000 Penalty: 4795.117188
	Iteration 15Q: 3 clusters Score -1866382 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1866448.000000 Penalty: 4795.117188
	Iteration 16Q: 3 clusters Score -1866448 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1866487.375000 Penalty: 4795.117188
	Iteration 17Q: 3 clusters Score -1866487 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1866512.875000 Penalty: 4795.117188
	Iteration 18Q: 3 clusters Score -1866513 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1866535.375000 Penalty: 4795.117188
	Iteration 19Q: 3 clusters Score -1866535 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1866551.375000 Penalty: 4795.117188
	Iteration 20F: 3 clusters Score -1866551 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1866576.750000 Penalty: 4795.117188
	Iteration 21Q: 3 clusters Score -1866577 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1866605.625000 Penalty: 4795.117188
	Iteration 22Q: 3 clusters Score -1866606 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1866641.750000 Penalty: 4795.117188
	Iteration 23Q: 3 clusters Score -1866642 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1866691.250000 Penalty: 4795.117188
	Iteration 24Q: 3 clusters Score -1866691 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1866747.375000 Penalty: 4795.117188
	Iteration 25Q: 3 clusters Score -1866747 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1866781.500000 Penalty: 4795.117188
	Iteration 26Q: 3 clusters Score -1866782 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1866815.125000 Penalty: 4795.117188
	Iteration 27Q: 3 clusters Score -1866815 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1866833.875000 Penalty: 4795.117188
	Iteration 28Q: 3 clusters Score -1866834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1866853.500000 Penalty: 4795.117188
	Iteration 29Q: 3 clusters Score -1866854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1866865.500000 Penalty: 4795.117188
	Iteration 30Q: 3 clusters Score -1866866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1866875.250000 Penalty: 4795.117188
	Iteration 31Q: 3 clusters Score -1866875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1866877.625000 Penalty: 4795.117188
	Iteration 32Q: 3 clusters Score -1866878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1866883.250000 Penalty: 4795.117188
	Iteration 33Q: 3 clusters Score -1866883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1866881.375000 Penalty: 4795.117188
	Iteration 34Q: 3 clusters Score -1866881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1866885.375000 Penalty: 4795.117188
	Iteration 35Q: 3 clusters Score -1866885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1866885.500000 Penalty: 4795.117188
	Iteration 36Q: 3 clusters Score -1866886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1866886.250000 Penalty: 4795.117188
	Iteration 37Q: 3 clusters Score -1866886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1866885.875000 Penalty: 4795.117188
	Iteration 38Q: 3 clusters Score -1866886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1866887.375000 Penalty: 4795.117188
	Iteration 39Q: 3 clusters Score -1866887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1866887.375000 Penalty: 4795.117188
	Iteration 40F: 3 clusters Score -1866887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Entering Unmasked Estep 
Score: -1512371.875000 Penalty: 2353.111084
	Iteration 0F: 2 clusters Score -1512372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1502649.625000 Penalty: 4706.222168
	Iteration 0F: 3 clusters Score -1502650 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1506041.875000 Penalty: 4706.222168
	Iteration 1F: 3 clusters Score -1506042 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1506537.000000 Penalty: 4706.222168
	Iteration 2F: 3 clusters Score -1506537 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1506948.500000 Penalty: 4706.222168
	Iteration 3F: 3 clusters Score -1506948 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1507245.625000 Penalty: 4706.222168
	Iteration 4Q: 3 clusters Score -1507246 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1507528.500000 Penalty: 4706.222168
	Iteration 5Q: 3 clusters Score -1507528 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1507739.500000 Penalty: 4706.222168
	Iteration 6Q: 3 clusters Score -1507740 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1507934.125000 Penalty: 4706.222168
	Iteration 7Q: 3 clusters Score -1507934 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1508133.875000 Penalty: 4706.222168
	Iteration 8Q: 3 clusters Score -1508134 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 5212 members 
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Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 4923 members 
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Mstep: Class 1 contains 8368 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1510069 nChanged 136
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	Iteration 23Q: 3 clusters Score -1510159 nChanged 70
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	Iteration 24Q: 3 clusters Score -1510176 nChanged 66
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Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1510210 nChanged 53
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Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1510222 nChanged 52
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	Iteration 28Q: 3 clusters Score -1510225 nChanged 54
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	Iteration 29Q: 3 clusters Score -1510239 nChanged 44
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	Iteration 32Q: 3 clusters Score -1510264 nChanged 35
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	Iteration 33Q: 3 clusters Score -1510268 nChanged 37
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	Iteration 34Q: 3 clusters Score -1510272 nChanged 27
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Mstep: Class 1 contains 8242 members 
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	Iteration 35Q: 3 clusters Score -1510279 nChanged 30
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	Iteration 36Q: 3 clusters Score -1510284 nChanged 20
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	Iteration 37Q: 3 clusters Score -1510288 nChanged 13
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	Iteration 38Q: 3 clusters Score -1510292 nChanged 13
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	Iteration 39Q: 3 clusters Score -1510294 nChanged 14
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	Iteration 40F: 3 clusters Score -1510293 nChanged 11
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	Iteration 41Q: 3 clusters Score -1510296 nChanged 12
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	Iteration 42Q: 3 clusters Score -1510298 nChanged 15
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	Iteration 43Q: 3 clusters Score -1510297 nChanged 14
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	Iteration 45Q: 3 clusters Score -1510300 nChanged 18
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	Iteration 47Q: 3 clusters Score -1510308 nChanged 16
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	Iteration 49Q: 3 clusters Score -1510311 nChanged 14
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	Iteration 50Q: 3 clusters Score -1510313 nChanged 16
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	Iteration 51Q: 3 clusters Score -1510314 nChanged 10
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	Iteration 53Q: 3 clusters Score -1510318 nChanged 12
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	Iteration 54Q: 3 clusters Score -1510324 nChanged 11
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	Iteration 55Q: 3 clusters Score -1510322 nChanged 13
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	Iteration 56Q: 3 clusters Score -1510321 nChanged 10
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	Iteration 57Q: 3 clusters Score -1510326 nChanged 16
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	Iteration 58Q: 3 clusters Score -1510328 nChanged 15
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	Iteration 59Q: 3 clusters Score -1510331 nChanged 17
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	Iteration 60F: 3 clusters Score -1510330 nChanged 15
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	Iteration 61Q: 3 clusters Score -1510332 nChanged 19
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	Iteration 62Q: 3 clusters Score -1510338 nChanged 22
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	Iteration 63Q: 3 clusters Score -1510345 nChanged 27
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	Iteration 64Q: 3 clusters Score -1510350 nChanged 39
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	Iteration 65Q: 3 clusters Score -1510361 nChanged 35
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	Iteration 67Q: 3 clusters Score -1510378 nChanged 30
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	Iteration 68Q: 3 clusters Score -1510381 nChanged 25
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	Iteration 69Q: 3 clusters Score -1510386 nChanged 24
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	Iteration 70Q: 3 clusters Score -1510388 nChanged 25
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	Iteration 71Q: 3 clusters Score -1510394 nChanged 30
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	Iteration 72Q: 3 clusters Score -1510400 nChanged 34
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	Iteration 73Q: 3 clusters Score -1510404 nChanged 39
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	Iteration 74Q: 3 clusters Score -1510408 nChanged 37
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	Iteration 75Q: 3 clusters Score -1510416 nChanged 36
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	Iteration 76Q: 3 clusters Score -1510423 nChanged 36
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	Iteration 77Q: 3 clusters Score -1510429 nChanged 28
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	Iteration 78Q: 3 clusters Score -1510438 nChanged 23
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	Iteration 79Q: 3 clusters Score -1510440 nChanged 27
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	Iteration 80F: 3 clusters Score -1510444 nChanged 30
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	Iteration 81Q: 3 clusters Score -1510450 nChanged 39
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	Iteration 82Q: 3 clusters Score -1510461 nChanged 40
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	Iteration 83Q: 3 clusters Score -1510469 nChanged 50
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	Iteration 84Q: 3 clusters Score -1510483 nChanged 42
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	Iteration 85Q: 3 clusters Score -1510489 nChanged 48
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	Iteration 86Q: 3 clusters Score -1510497 nChanged 62
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	Iteration 87Q: 3 clusters Score -1510515 nChanged 68
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	Iteration 88Q: 3 clusters Score -1510539 nChanged 68
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	Iteration 89Q: 3 clusters Score -1510552 nChanged 65
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	Iteration 91Q: 3 clusters Score -1510579 nChanged 66
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	Iteration 92Q: 3 clusters Score -1510596 nChanged 61
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	Iteration 93Q: 3 clusters Score -1510610 nChanged 68
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	Iteration 94Q: 3 clusters Score -1510627 nChanged 64
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	Iteration 95Q: 3 clusters Score -1510640 nChanged 59
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	Iteration 96Q: 3 clusters Score -1510660 nChanged 53
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	Iteration 97Q: 3 clusters Score -1510671 nChanged 50
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	Iteration 98Q: 3 clusters Score -1510678 nChanged 50
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	Iteration 99Q: 3 clusters Score -1510692 nChanged 37
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	Iteration 100F: 3 clusters Score -1510696 nChanged 40
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1510703 nChanged 31
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1510710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1510715.000000 Penalty: 4706.222168
	Iteration 103Q: 3 clusters Score -1510715 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1510714.625000 Penalty: 4706.222168
	Iteration 104Q: 3 clusters Score -1510715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1510723.000000 Penalty: 4706.222168
	Iteration 105Q: 3 clusters Score -1510723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1510726.750000 Penalty: 4706.222168
	Iteration 106Q: 3 clusters Score -1510727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1510732.875000 Penalty: 4706.222168
	Iteration 107Q: 3 clusters Score -1510733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1510735.125000 Penalty: 4706.222168
	Iteration 108Q: 3 clusters Score -1510735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1510737.500000 Penalty: 4706.222168
	Iteration 109Q: 3 clusters Score -1510738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1510748.000000 Penalty: 4706.222168
	Iteration 110Q: 3 clusters Score -1510748 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1510751.375000 Penalty: 4706.222168
	Iteration 111Q: 3 clusters Score -1510751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1510748.875000 Penalty: 4706.222168
	Iteration 112Q: 3 clusters Score -1510749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1510761.125000 Penalty: 4706.222168
	Iteration 113Q: 3 clusters Score -1510761 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1510769.000000 Penalty: 4706.222168
	Iteration 114Q: 3 clusters Score -1510769 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1510774.750000 Penalty: 4706.222168
	Iteration 115Q: 3 clusters Score -1510775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1510776.625000 Penalty: 4706.222168
	Iteration 116Q: 3 clusters Score -1510777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1510784.750000 Penalty: 4706.222168
	Iteration 117Q: 3 clusters Score -1510785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1510783.875000 Penalty: 4706.222168
	Iteration 118Q: 3 clusters Score -1510784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1510784.125000 Penalty: 4706.222168
	Iteration 119Q: 3 clusters Score -1510784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1510785.000000 Penalty: 4706.222168
	Iteration 120F: 3 clusters Score -1510785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1510784.500000 Penalty: 4706.222168
	Iteration 121Q: 3 clusters Score -1510784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1510788.750000 Penalty: 4706.222168
	Iteration 122Q: 3 clusters Score -1510789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1510789.125000 Penalty: 4706.222168
	Iteration 123Q: 3 clusters Score -1510789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1510792.500000 Penalty: 4706.222168
	Iteration 124Q: 3 clusters Score -1510792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1510792.875000 Penalty: 4706.222168
	Iteration 125Q: 3 clusters Score -1510793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1510789.875000 Penalty: 4706.222168
	Iteration 126Q: 3 clusters Score -1510790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1510790.375000 Penalty: 4706.222168
	Iteration 127Q: 3 clusters Score -1510790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1510790.500000 Penalty: 4706.222168
	Iteration 128Q: 3 clusters Score -1510790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1510791.250000 Penalty: 4706.222168
	Iteration 129Q: 3 clusters Score -1510791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1510793.500000 Penalty: 4706.222168
	Iteration 130Q: 3 clusters Score -1510794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1510793.500000 Penalty: 4706.222168
	Iteration 131F: 3 clusters Score -1510794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Entering Unmasked Estep 
Score: -3933139.250000 Penalty: 2574.101562
	Iteration 0F: 2 clusters Score -3933139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3911075.000000 Penalty: 5148.203125
	Iteration 0F: 3 clusters Score -3911075 nChanged 14642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3919067.750000 Penalty: 5148.203125
	Iteration 1F: 3 clusters Score -3919068 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -3919747.750000 Penalty: 5148.203125
	Iteration 2F: 3 clusters Score -3919748 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -3920522.750000 Penalty: 5148.203125
	Iteration 3F: 3 clusters Score -3920523 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -3921459.250000 Penalty: 5148.203125
	Iteration 4F: 3 clusters Score -3921459 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -3922638.250000 Penalty: 5148.203125
	Iteration 5F: 3 clusters Score -3922638 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -3924148.000000 Penalty: 5148.203125
	Iteration 6F: 3 clusters Score -3924148 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -3925761.250000 Penalty: 5148.203125
	Iteration 7F: 3 clusters Score -3925761 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -3927331.750000 Penalty: 5148.203125
	Iteration 8F: 3 clusters Score -3927332 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -3928634.000000 Penalty: 5148.203125
	Iteration 9Q: 3 clusters Score -3928634 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -3929552.750000 Penalty: 5148.203125
	Iteration 10Q: 3 clusters Score -3929553 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3930090.500000 Penalty: 5148.203125
	Iteration 11Q: 3 clusters Score -3930090 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -3930389.250000 Penalty: 5148.203125
	Iteration 12Q: 3 clusters Score -3930389 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3930578.500000 Penalty: 5148.203125
	Iteration 13Q: 3 clusters Score -3930578 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3930690.250000 Penalty: 5148.203125
	Iteration 14Q: 3 clusters Score -3930690 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3930772.750000 Penalty: 5148.203125
	Iteration 15Q: 3 clusters Score -3930773 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3930840.000000 Penalty: 5148.203125
	Iteration 16Q: 3 clusters Score -3930840 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3930876.750000 Penalty: 5148.203125
	Iteration 17Q: 3 clusters Score -3930877 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3930914.750000 Penalty: 5148.203125
	Iteration 18Q: 3 clusters Score -3930915 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3930945.500000 Penalty: 5148.203125
	Iteration 19Q: 3 clusters Score -3930946 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3930946.500000 Penalty: 5148.203125
	Iteration 20F: 3 clusters Score -3930946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3930967.750000 Penalty: 5148.203125
	Iteration 21Q: 3 clusters Score -3930968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3930965.250000 Penalty: 5148.203125
	Iteration 22Q: 3 clusters Score -3930965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3930976.500000 Penalty: 5148.203125
	Iteration 23Q: 3 clusters Score -3930976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3930974.750000 Penalty: 5148.203125
	Iteration 24Q: 3 clusters Score -3930975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3930977.000000 Penalty: 5148.203125
	Iteration 25Q: 3 clusters Score -3930977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3930980.000000 Penalty: 5148.203125
	Iteration 26Q: 3 clusters Score -3930980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3930979.750000 Penalty: 5148.203125
	Iteration 27Q: 3 clusters Score -3930980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3930985.750000 Penalty: 5148.203125
	Iteration 28Q: 3 clusters Score -3930986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3930985.250000 Penalty: 5148.203125
	Iteration 29Q: 3 clusters Score -3930985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3930989.750000 Penalty: 5148.203125
	Iteration 30Q: 3 clusters Score -3930990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3930988.000000 Penalty: 5148.203125
	Iteration 31Q: 3 clusters Score -3930988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3930988.250000 Penalty: 5148.203125
	Iteration 32Q: 3 clusters Score -3930988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3930995.500000 Penalty: 5148.203125
	Iteration 33Q: 3 clusters Score -3930996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3931000.250000 Penalty: 5148.203125
	Iteration 34Q: 3 clusters Score -3931000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3930999.000000 Penalty: 5148.203125
	Iteration 35Q: 3 clusters Score -3930999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3931001.250000 Penalty: 5148.203125
	Iteration 36Q: 3 clusters Score -3931001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3931004.500000 Penalty: 5148.203125
	Iteration 37Q: 3 clusters Score -3931004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3931009.250000 Penalty: 5148.203125
	Iteration 38Q: 3 clusters Score -3931009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3931005.250000 Penalty: 5148.203125
	Iteration 39Q: 3 clusters Score -3931005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3931000.000000 Penalty: 5148.203125
	Iteration 40F: 3 clusters Score -3931000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3931005.750000 Penalty: 5148.203125
	Iteration 41Q: 3 clusters Score -3931006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3931006.500000 Penalty: 5148.203125
	Iteration 42Q: 3 clusters Score -3931006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3931010.750000 Penalty: 5148.203125
	Iteration 43Q: 3 clusters Score -3931011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3931020.250000 Penalty: 5148.203125
	Iteration 44Q: 3 clusters Score -3931020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3931023.750000 Penalty: 5148.203125
	Iteration 45Q: 3 clusters Score -3931024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3931021.500000 Penalty: 5148.203125
	Iteration 46Q: 3 clusters Score -3931022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3931016.750000 Penalty: 5148.203125
	Iteration 47Q: 3 clusters Score -3931017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3931023.250000 Penalty: 5148.203125
	Iteration 48Q: 3 clusters Score -3931023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3931027.500000 Penalty: 5148.203125
	Iteration 49Q: 3 clusters Score -3931028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3931026.250000 Penalty: 5148.203125
	Iteration 50Q: 3 clusters Score -3931026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3931031.000000 Penalty: 5148.203125
	Iteration 51Q: 3 clusters Score -3931031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3931030.000000 Penalty: 5148.203125
	Iteration 52Q: 3 clusters Score -3931030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3931031.500000 Penalty: 5148.203125
	Iteration 53Q: 3 clusters Score -3931032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3931035.000000 Penalty: 5148.203125
	Iteration 54Q: 3 clusters Score -3931035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3931035.750000 Penalty: 5148.203125
	Iteration 55Q: 3 clusters Score -3931036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3931035.750000 Penalty: 5148.203125
	Iteration 56F: 3 clusters Score -3931036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Entering Unmasked Estep 
Score: -3834580.000000 Penalty: 2568.255371
	Iteration 0F: 2 clusters Score -3834580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -3813111.500000 Penalty: 5136.510742
	Iteration 0F: 3 clusters Score -3813112 nChanged 14252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -3820968.250000 Penalty: 5136.510742
	Iteration 1F: 3 clusters Score -3820968 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -3821497.000000 Penalty: 5136.510742
	Iteration 2Q: 3 clusters Score -3821497 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -3822052.500000 Penalty: 5136.510742
	Iteration 3Q: 3 clusters Score -3822052 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -3822598.750000 Penalty: 5136.510742
	Iteration 4Q: 3 clusters Score -3822599 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -3823190.750000 Penalty: 5136.510742
	Iteration 5Q: 3 clusters Score -3823191 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -3823814.500000 Penalty: 5136.510742
	Iteration 6Q: 3 clusters Score -3823814 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -3824670.000000 Penalty: 5136.510742
	Iteration 7F: 3 clusters Score -3824670 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -3825810.000000 Penalty: 5136.510742
	Iteration 8F: 3 clusters Score -3825810 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -3827214.250000 Penalty: 5136.510742
	Iteration 9F: 3 clusters Score -3827214 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -3828710.000000 Penalty: 5136.510742
	Iteration 10F: 3 clusters Score -3828710 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3830114.000000 Penalty: 5136.510742
	Iteration 11F: 3 clusters Score -3830114 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3831092.500000 Penalty: 5136.510742
	Iteration 12Q: 3 clusters Score -3831092 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3831707.750000 Penalty: 5136.510742
	Iteration 13Q: 3 clusters Score -3831708 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3832110.000000 Penalty: 5136.510742
	Iteration 14Q: 3 clusters Score -3832110 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3832355.250000 Penalty: 5136.510742
	Iteration 15Q: 3 clusters Score -3832355 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3832509.250000 Penalty: 5136.510742
	Iteration 16Q: 3 clusters Score -3832509 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3832610.750000 Penalty: 5136.510742
	Iteration 17Q: 3 clusters Score -3832611 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3832698.000000 Penalty: 5136.510742
	Iteration 18Q: 3 clusters Score -3832698 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3832770.500000 Penalty: 5136.510742
	Iteration 19Q: 3 clusters Score -3832770 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3832808.750000 Penalty: 5136.510742
	Iteration 20F: 3 clusters Score -3832809 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3832833.500000 Penalty: 5136.510742
	Iteration 21Q: 3 clusters Score -3832834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3832864.750000 Penalty: 5136.510742
	Iteration 22Q: 3 clusters Score -3832865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3832889.750000 Penalty: 5136.510742
	Iteration 23Q: 3 clusters Score -3832890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3832901.000000 Penalty: 5136.510742
	Iteration 24Q: 3 clusters Score -3832901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3832916.750000 Penalty: 5136.510742
	Iteration 25Q: 3 clusters Score -3832917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3832925.250000 Penalty: 5136.510742
	Iteration 26Q: 3 clusters Score -3832925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3832935.500000 Penalty: 5136.510742
	Iteration 27Q: 3 clusters Score -3832936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3832937.250000 Penalty: 5136.510742
	Iteration 28Q: 3 clusters Score -3832937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3832947.500000 Penalty: 5136.510742
	Iteration 29Q: 3 clusters Score -3832948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3832948.250000 Penalty: 5136.510742
	Iteration 30Q: 3 clusters Score -3832948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3832945.250000 Penalty: 5136.510742
	Iteration 31Q: 3 clusters Score -3832945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3832948.500000 Penalty: 5136.510742
	Iteration 32Q: 3 clusters Score -3832948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3832953.000000 Penalty: 5136.510742
	Iteration 33Q: 3 clusters Score -3832953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3832951.500000 Penalty: 5136.510742
	Iteration 34Q: 3 clusters Score -3832952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3832951.000000 Penalty: 5136.510742
	Iteration 35Q: 3 clusters Score -3832951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3832954.750000 Penalty: 5136.510742
	Iteration 36Q: 3 clusters Score -3832955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3832954.750000 Penalty: 5136.510742
	Iteration 37F: 3 clusters Score -3832955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (70038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70038 members 
Entering Unmasked Estep 
Score: -8581550.000000 Penalty: 2766.884766
	Iteration 0F: 2 clusters Score -8581550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -8534602.000000 Penalty: 5533.769531
	Iteration 0F: 3 clusters Score -8534602 nChanged 32763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -8553138.000000 Penalty: 5533.769531
	Iteration 1F: 3 clusters Score -8553138 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -8553987.000000 Penalty: 5533.769531
	Iteration 2Q: 3 clusters Score -8553987 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -8555036.000000 Penalty: 5533.769531
	Iteration 3Q: 3 clusters Score -8555036 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -8556311.000000 Penalty: 5533.769531
	Iteration 4Q: 3 clusters Score -8556311 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -8557749.000000 Penalty: 5533.769531
	Iteration 5Q: 3 clusters Score -8557749 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -8559355.000000 Penalty: 5533.769531
	Iteration 6F: 3 clusters Score -8559355 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -8560911.000000 Penalty: 5533.769531
	Iteration 7F: 3 clusters Score -8560911 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -8562354.000000 Penalty: 5533.769531
	Iteration 8Q: 3 clusters Score -8562354 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -8563437.000000 Penalty: 5533.769531
	Iteration 9Q: 3 clusters Score -8563437 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -8564294.000000 Penalty: 5533.769531
	Iteration 10Q: 3 clusters Score -8564294 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -8564873.000000 Penalty: 5533.769531
	Iteration 11Q: 3 clusters Score -8564873 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -8565336.000000 Penalty: 5533.769531
	Iteration 12Q: 3 clusters Score -8565336 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -8565687.000000 Penalty: 5533.769531
	Iteration 13Q: 3 clusters Score -8565687 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -8565952.000000 Penalty: 5533.769531
	Iteration 14Q: 3 clusters Score -8565952 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -8566178.000000 Penalty: 5533.769531
	Iteration 15Q: 3 clusters Score -8566178 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -8566280.000000 Penalty: 5533.769531
	Iteration 16Q: 3 clusters Score -8566280 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -8566369.000000 Penalty: 5533.769531
	Iteration 17Q: 3 clusters Score -8566369 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -8566502.000000 Penalty: 5533.769531
	Iteration 18Q: 3 clusters Score -8566502 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -8566543.000000 Penalty: 5533.769531
	Iteration 19Q: 3 clusters Score -8566543 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -8566588.000000 Penalty: 5533.769531
	Iteration 20F: 3 clusters Score -8566588 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -8566634.000000 Penalty: 5533.769531
	Iteration 21Q: 3 clusters Score -8566634 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -8566626.000000 Penalty: 5533.769531
	Iteration 22Q: 3 clusters Score -8566626 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -8566676.000000 Penalty: 5533.769531
	Iteration 23Q: 3 clusters Score -8566676 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -8566720.000000 Penalty: 5533.769531
	Iteration 24Q: 3 clusters Score -8566720 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -8566743.000000 Penalty: 5533.769531
	Iteration 25Q: 3 clusters Score -8566743 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -8566758.000000 Penalty: 5533.769531
	Iteration 26Q: 3 clusters Score -8566758 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -8566789.000000 Penalty: 5533.769531
	Iteration 27Q: 3 clusters Score -8566789 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -8566805.000000 Penalty: 5533.769531
	Iteration 28Q: 3 clusters Score -8566805 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -8566855.000000 Penalty: 5533.769531
	Iteration 29Q: 3 clusters Score -8566855 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -8566901.000000 Penalty: 5533.769531
	Iteration 30Q: 3 clusters Score -8566901 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -8566944.000000 Penalty: 5533.769531
	Iteration 31Q: 3 clusters Score -8566944 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -8567024.000000 Penalty: 5533.769531
	Iteration 32Q: 3 clusters Score -8567024 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -8567097.000000 Penalty: 5533.769531
	Iteration 33Q: 3 clusters Score -8567097 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -8567228.000000 Penalty: 5533.769531
	Iteration 34Q: 3 clusters Score -8567228 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -8567380.000000 Penalty: 5533.769531
	Iteration 35Q: 3 clusters Score -8567380 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -8567535.000000 Penalty: 5533.769531
	Iteration 36Q: 3 clusters Score -8567535 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -8567780.000000 Penalty: 5533.769531
	Iteration 37Q: 3 clusters Score -8567780 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -8568032.000000 Penalty: 5533.769531
	Iteration 38Q: 3 clusters Score -8568032 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -8568382.000000 Penalty: 5533.769531
	Iteration 39Q: 3 clusters Score -8568382 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -8568883.000000 Penalty: 5533.769531
	Iteration 40F: 3 clusters Score -8568883 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -8569508.000000 Penalty: 5533.769531
	Iteration 41Q: 3 clusters Score -8569508 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -8570205.000000 Penalty: 5533.769531
	Iteration 42Q: 3 clusters Score -8570205 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -8571066.000000 Penalty: 5533.769531
	Iteration 43Q: 3 clusters Score -8571066 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 52716 members 
Entering Unmasked Estep 
Score: -8572105.000000 Penalty: 5533.769531
	Iteration 44Q: 3 clusters Score -8572105 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 55217 members 
Entering Unmasked Estep 
Score: -8573159.000000 Penalty: 5533.769531
	Iteration 45Q: 3 clusters Score -8573159 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 57668 members 
Entering Unmasked Estep 
Score: -8574247.000000 Penalty: 5533.769531
	Iteration 46Q: 3 clusters Score -8574247 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -8575261.000000 Penalty: 5533.769531
	Iteration 47Q: 3 clusters Score -8575261 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 61868 members 
Entering Unmasked Estep 
Score: -8576232.000000 Penalty: 5533.769531
	Iteration 48Q: 3 clusters Score -8576232 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 63510 members 
Entering Unmasked Estep 
Score: -8577019.000000 Penalty: 5533.769531
	Iteration 49Q: 3 clusters Score -8577019 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 64802 members 
Entering Unmasked Estep 
Score: -8577582.000000 Penalty: 5533.769531
	Iteration 50Q: 3 clusters Score -8577582 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 65785 members 
Entering Unmasked Estep 
Score: -8577998.000000 Penalty: 5533.769531
	Iteration 51Q: 3 clusters Score -8577998 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 66526 members 
Entering Unmasked Estep 
Score: -8578364.000000 Penalty: 5533.769531
	Iteration 52Q: 3 clusters Score -8578364 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 67068 members 
Entering Unmasked Estep 
Score: -8578603.000000 Penalty: 5533.769531
	Iteration 53Q: 3 clusters Score -8578603 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 67455 members 
Entering Unmasked Estep 
Score: -8578782.000000 Penalty: 5533.769531
	Iteration 54Q: 3 clusters Score -8578782 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 67710 members 
Entering Unmasked Estep 
Score: -8578909.000000 Penalty: 5533.769531
	Iteration 55Q: 3 clusters Score -8578909 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 67905 members 
Entering Unmasked Estep 
Score: -8578991.000000 Penalty: 5533.769531
	Iteration 56Q: 3 clusters Score -8578991 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 68065 members 
Entering Unmasked Estep 
Score: -8579071.000000 Penalty: 5533.769531
	Iteration 57Q: 3 clusters Score -8579071 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 68185 members 
Entering Unmasked Estep 
Score: -8579150.000000 Penalty: 5533.769531
	Iteration 58Q: 3 clusters Score -8579150 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 68296 members 
Entering Unmasked Estep 
Score: -8579185.000000 Penalty: 5533.769531
	Iteration 59Q: 3 clusters Score -8579185 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 68385 members 
Entering Unmasked Estep 
Score: -8579230.000000 Penalty: 5533.769531
	Iteration 60F: 3 clusters Score -8579230 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 68443 members 
Entering Unmasked Estep 
Score: -8579251.000000 Penalty: 5533.769531
	Iteration 61Q: 3 clusters Score -8579251 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 68495 members 
Entering Unmasked Estep 
Score: -8579277.000000 Penalty: 5533.769531
	Iteration 62Q: 3 clusters Score -8579277 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 68547 members 
Entering Unmasked Estep 
Score: -8579295.000000 Penalty: 5533.769531
	Iteration 63Q: 3 clusters Score -8579295 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 68591 members 
Entering Unmasked Estep 
Score: -8579314.000000 Penalty: 5533.769531
	Iteration 64Q: 3 clusters Score -8579314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 68626 members 
Entering Unmasked Estep 
Score: -8579339.000000 Penalty: 5533.769531
	Iteration 65Q: 3 clusters Score -8579339 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 68659 members 
Entering Unmasked Estep 
Score: -8579356.000000 Penalty: 5533.769531
	Iteration 66Q: 3 clusters Score -8579356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 68685 members 
Entering Unmasked Estep 
Score: -8579349.000000 Penalty: 5533.769531
	Iteration 67Q: 3 clusters Score -8579349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 68702 members 
Entering Unmasked Estep 
Score: -8579370.000000 Penalty: 5533.769531
	Iteration 68Q: 3 clusters Score -8579370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 68715 members 
Entering Unmasked Estep 
Score: -8579384.000000 Penalty: 5533.769531
	Iteration 69Q: 3 clusters Score -8579384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 68727 members 
Entering Unmasked Estep 
Score: -8579378.000000 Penalty: 5533.769531
	Iteration 70Q: 3 clusters Score -8579378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 68731 members 
Entering Unmasked Estep 
Score: -8579382.000000 Penalty: 5533.769531
	Iteration 71Q: 3 clusters Score -8579382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 68733 members 
Entering Unmasked Estep 
Score: -8579379.000000 Penalty: 5533.769531
	Iteration 72Q: 3 clusters Score -8579379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 68738 members 
Entering Unmasked Estep 
Score: -8579385.000000 Penalty: 5533.769531
	Iteration 73Q: 3 clusters Score -8579385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 68740 members 
Entering Unmasked Estep 
Score: -8579388.000000 Penalty: 5533.769531
	Iteration 74Q: 3 clusters Score -8579388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 68742 members 
Entering Unmasked Estep 
Score: -8579389.000000 Penalty: 5533.769531
	Iteration 75Q: 3 clusters Score -8579389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 68749 members 
Entering Unmasked Estep 
Score: -8579397.000000 Penalty: 5533.769531
	Iteration 76Q: 3 clusters Score -8579397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 68760 members 
Entering Unmasked Estep 
Score: -8579396.000000 Penalty: 5533.769531
	Iteration 77Q: 3 clusters Score -8579396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 68764 members 
Entering Unmasked Estep 
Score: -8579403.000000 Penalty: 5533.769531
	Iteration 78Q: 3 clusters Score -8579403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -8579404.000000 Penalty: 5533.769531
	Iteration 79Q: 3 clusters Score -8579404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 68774 members 
Entering Unmasked Estep 
Score: -8579400.000000 Penalty: 5533.769531
	Iteration 80F: 3 clusters Score -8579400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 68779 members 
Entering Unmasked Estep 
Score: -8579394.000000 Penalty: 5533.769531
	Iteration 81Q: 3 clusters Score -8579394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 68789 members 
Entering Unmasked Estep 
Score: -8579417.000000 Penalty: 5533.769531
	Iteration 82Q: 3 clusters Score -8579417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 68797 members 
Entering Unmasked Estep 
Score: -8579414.000000 Penalty: 5533.769531
	Iteration 83Q: 3 clusters Score -8579414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 68805 members 
Entering Unmasked Estep 
Score: -8579417.000000 Penalty: 5533.769531
	Iteration 84Q: 3 clusters Score -8579417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 68809 members 
Entering Unmasked Estep 
Score: -8579425.000000 Penalty: 5533.769531
	Iteration 85Q: 3 clusters Score -8579425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 68813 members 
Entering Unmasked Estep 
Score: -8579433.000000 Penalty: 5533.769531
	Iteration 86Q: 3 clusters Score -8579433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 68819 members 
Entering Unmasked Estep 
Score: -8579432.000000 Penalty: 5533.769531
	Iteration 87Q: 3 clusters Score -8579432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 68823 members 
Entering Unmasked Estep 
Score: -8579431.000000 Penalty: 5533.769531
	Iteration 88Q: 3 clusters Score -8579431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 68824 members 
Entering Unmasked Estep 
Score: -8579432.000000 Penalty: 5533.769531
	Iteration 89Q: 3 clusters Score -8579432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 68827 members 
Entering Unmasked Estep 
Score: -8579424.000000 Penalty: 5533.769531
	Iteration 90Q: 3 clusters Score -8579424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 68833 members 
Entering Unmasked Estep 
Score: -8579429.000000 Penalty: 5533.769531
	Iteration 91Q: 3 clusters Score -8579429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 68835 members 
Entering Unmasked Estep 
Score: -8579433.000000 Penalty: 5533.769531
	Iteration 92Q: 3 clusters Score -8579433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 68835 members 
Entering Unmasked Estep 
Score: -8579433.000000 Penalty: 5533.769531
	Iteration 93F: 3 clusters Score -8579433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Entering Unmasked Estep 
Score: -2217410.750000 Penalty: 2423.995605
	Iteration 0F: 2 clusters Score -2217411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2204925.250000 Penalty: 4847.991211
	Iteration 0F: 3 clusters Score -2204925 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2208901.750000 Penalty: 4847.991211
	Iteration 1F: 3 clusters Score -2208902 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2209263.500000 Penalty: 4847.991211
	Iteration 2F: 3 clusters Score -2209264 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2209499.500000 Penalty: 4847.991211
	Iteration 3Q: 3 clusters Score -2209500 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2209664.000000 Penalty: 4847.991211
	Iteration 4Q: 3 clusters Score -2209664 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2209822.750000 Penalty: 4847.991211
	Iteration 5Q: 3 clusters Score -2209823 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2209960.500000 Penalty: 4847.991211
	Iteration 6Q: 3 clusters Score -2209960 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2210107.250000 Penalty: 4847.991211
	Iteration 7Q: 3 clusters Score -2210107 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2210258.750000 Penalty: 4847.991211
	Iteration 8Q: 3 clusters Score -2210259 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2210435.500000 Penalty: 4847.991211
	Iteration 9Q: 3 clusters Score -2210436 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2210619.250000 Penalty: 4847.991211
	Iteration 10Q: 3 clusters Score -2210619 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2210857.250000 Penalty: 4847.991211
	Iteration 11Q: 3 clusters Score -2210857 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2211120.500000 Penalty: 4847.991211
	Iteration 12Q: 3 clusters Score -2211120 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2211421.250000 Penalty: 4847.991211
	Iteration 13Q: 3 clusters Score -2211421 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2211788.250000 Penalty: 4847.991211
	Iteration 14Q: 3 clusters Score -2211788 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2212248.750000 Penalty: 4847.991211
	Iteration 15Q: 3 clusters Score -2212249 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2212760.750000 Penalty: 4847.991211
	Iteration 16Q: 3 clusters Score -2212761 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2213293.250000 Penalty: 4847.991211
	Iteration 17Q: 3 clusters Score -2213293 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2213738.250000 Penalty: 4847.991211
	Iteration 18Q: 3 clusters Score -2213738 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2214100.250000 Penalty: 4847.991211
	Iteration 19Q: 3 clusters Score -2214100 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2214416.750000 Penalty: 4847.991211
	Iteration 20F: 3 clusters Score -2214417 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2214661.500000 Penalty: 4847.991211
	Iteration 21Q: 3 clusters Score -2214662 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2214812.250000 Penalty: 4847.991211
	Iteration 22Q: 3 clusters Score -2214812 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2214924.750000 Penalty: 4847.991211
	Iteration 23Q: 3 clusters Score -2214925 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2215024.750000 Penalty: 4847.991211
	Iteration 24Q: 3 clusters Score -2215025 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2215089.250000 Penalty: 4847.991211
	Iteration 25Q: 3 clusters Score -2215089 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2215135.250000 Penalty: 4847.991211
	Iteration 26Q: 3 clusters Score -2215135 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2215172.500000 Penalty: 4847.991211
	Iteration 27Q: 3 clusters Score -2215172 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2215203.750000 Penalty: 4847.991211
	Iteration 28Q: 3 clusters Score -2215204 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2215231.250000 Penalty: 4847.991211
	Iteration 29Q: 3 clusters Score -2215231 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2215256.250000 Penalty: 4847.991211
	Iteration 30Q: 3 clusters Score -2215256 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2215275.250000 Penalty: 4847.991211
	Iteration 31Q: 3 clusters Score -2215275 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2215291.500000 Penalty: 4847.991211
	Iteration 32Q: 3 clusters Score -2215292 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2215308.750000 Penalty: 4847.991211
	Iteration 33Q: 3 clusters Score -2215309 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2215331.250000 Penalty: 4847.991211
	Iteration 34Q: 3 clusters Score -2215331 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2215344.750000 Penalty: 4847.991211
	Iteration 35Q: 3 clusters Score -2215345 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2215358.000000 Penalty: 4847.991211
	Iteration 36Q: 3 clusters Score -2215358 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2215368.500000 Penalty: 4847.991211
	Iteration 37Q: 3 clusters Score -2215368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2215379.500000 Penalty: 4847.991211
	Iteration 38Q: 3 clusters Score -2215380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2215384.250000 Penalty: 4847.991211
	Iteration 39Q: 3 clusters Score -2215384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2215395.750000 Penalty: 4847.991211
	Iteration 40F: 3 clusters Score -2215396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2215408.750000 Penalty: 4847.991211
	Iteration 41Q: 3 clusters Score -2215409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2215412.000000 Penalty: 4847.991211
	Iteration 42Q: 3 clusters Score -2215412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2215420.000000 Penalty: 4847.991211
	Iteration 43Q: 3 clusters Score -2215420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2215422.250000 Penalty: 4847.991211
	Iteration 44Q: 3 clusters Score -2215422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2215424.000000 Penalty: 4847.991211
	Iteration 45Q: 3 clusters Score -2215424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2215424.250000 Penalty: 4847.991211
	Iteration 46Q: 3 clusters Score -2215424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2215425.500000 Penalty: 4847.991211
	Iteration 47Q: 3 clusters Score -2215426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2215425.750000 Penalty: 4847.991211
	Iteration 48Q: 3 clusters Score -2215426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2215425.750000 Penalty: 4847.991211
	Iteration 49Q: 3 clusters Score -2215426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2215427.250000 Penalty: 4847.991211
	Iteration 50Q: 3 clusters Score -2215427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2215427.250000 Penalty: 4847.991211
	Iteration 51F: 3 clusters Score -2215427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130204 members 
Entering Unmasked Estep 
Score: -15898693.000000 Penalty: 2920.660645
	Iteration 0F: 2 clusters Score -1.589869e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65183 members 
Mstep: Class 2 contains 65021 members 
Entering Unmasked Estep 
Score: -15811600.000000 Penalty: 5841.321289
	Iteration 0F: 3 clusters Score -1.58116e+07 nChanged 62167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 65054 members 
Entering Unmasked Estep 
Score: -15848357.000000 Penalty: 5841.321289
	Iteration 1F: 3 clusters Score -1.584836e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64605 members 
Mstep: Class 2 contains 65599 members 
Entering Unmasked Estep 
Score: -15849527.000000 Penalty: 5841.321289
	Iteration 2Q: 3 clusters Score -1.584953e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63690 members 
Mstep: Class 2 contains 66514 members 
Entering Unmasked Estep 
Score: -15850906.000000 Penalty: 5841.321289
	Iteration 3Q: 3 clusters Score -1.585091e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62269 members 
Mstep: Class 2 contains 67935 members 
Entering Unmasked Estep 
Score: -15852716.000000 Penalty: 5841.321289
	Iteration 4Q: 3 clusters Score -1.585272e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60244 members 
Mstep: Class 2 contains 69960 members 
Entering Unmasked Estep 
Score: -15854920.000000 Penalty: 5841.321289
	Iteration 5Q: 3 clusters Score -1.585492e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Mstep: Class 2 contains 72852 members 
Entering Unmasked Estep 
Score: -15857720.000000 Penalty: 5841.321289
	Iteration 6F: 3 clusters Score -1.585772e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 76410 members 
Entering Unmasked Estep 
Score: -15860886.000000 Penalty: 5841.321289
	Iteration 7F: 3 clusters Score -1.586089e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 80485 members 
Entering Unmasked Estep 
Score: -15864221.000000 Penalty: 5841.321289
	Iteration 8F: 3 clusters Score -1.586422e+07 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 84906 members 
Entering Unmasked Estep 
Score: -15867515.000000 Penalty: 5841.321289
	Iteration 9F: 3 clusters Score -1.586752e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 89758 members 
Entering Unmasked Estep 
Score: -15870689.000000 Penalty: 5841.321289
	Iteration 10F: 3 clusters Score -1.587069e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 94783 members 
Entering Unmasked Estep 
Score: -15873763.000000 Penalty: 5841.321289
	Iteration 11Q: 3 clusters Score -1.587376e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 100075 members 
Entering Unmasked Estep 
Score: -15876704.000000 Penalty: 5841.321289
	Iteration 12Q: 3 clusters Score -1.58767e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 105402 members 
Entering Unmasked Estep 
Score: -15879798.000000 Penalty: 5841.321289
	Iteration 13Q: 3 clusters Score -1.58798e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 110667 members 
Entering Unmasked Estep 
Score: -15883271.000000 Penalty: 5841.321289
	Iteration 14Q: 3 clusters Score -1.588327e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 115729 members 
Entering Unmasked Estep 
Score: -15886671.000000 Penalty: 5841.321289
	Iteration 15Q: 3 clusters Score -1.588667e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 120170 members 
Entering Unmasked Estep 
Score: -15889766.000000 Penalty: 5841.321289
	Iteration 16Q: 3 clusters Score -1.588977e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 123550 members 
Entering Unmasked Estep 
Score: -15892327.000000 Penalty: 5841.321289
	Iteration 17Q: 3 clusters Score -1.589233e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 125837 members 
Entering Unmasked Estep 
Score: -15894002.000000 Penalty: 5841.321289
	Iteration 18Q: 3 clusters Score -1.5894e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 127228 members 
Entering Unmasked Estep 
Score: -15894996.000000 Penalty: 5841.321289
	Iteration 19Q: 3 clusters Score -1.5895e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 128039 members 
Entering Unmasked Estep 
Score: -15895625.000000 Penalty: 5841.321289
	Iteration 20F: 3 clusters Score -1.589562e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 128467 members 
Entering Unmasked Estep 
Score: -15895988.000000 Penalty: 5841.321289
	Iteration 21Q: 3 clusters Score -1.589599e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 128673 members 
Entering Unmasked Estep 
Score: -15896205.000000 Penalty: 5841.321289
	Iteration 22Q: 3 clusters Score -1.58962e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 128774 members 
Entering Unmasked Estep 
Score: -15896375.000000 Penalty: 5841.321289
	Iteration 23Q: 3 clusters Score -1.589638e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 128810 members 
Entering Unmasked Estep 
Score: -15896552.000000 Penalty: 5841.321289
	Iteration 24Q: 3 clusters Score -1.589655e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 128778 members 
Entering Unmasked Estep 
Score: -15896701.000000 Penalty: 5841.321289
	Iteration 25Q: 3 clusters Score -1.58967e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 128743 members 
Entering Unmasked Estep 
Score: -15896841.000000 Penalty: 5841.321289
	Iteration 26Q: 3 clusters Score -1.589684e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 128683 members 
Entering Unmasked Estep 
Score: -15896987.000000 Penalty: 5841.321289
	Iteration 27Q: 3 clusters Score -1.589699e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 128605 members 
Entering Unmasked Estep 
Score: -15897141.000000 Penalty: 5841.321289
	Iteration 28Q: 3 clusters Score -1.589714e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 128491 members 
Entering Unmasked Estep 
Score: -15897276.000000 Penalty: 5841.321289
	Iteration 29Q: 3 clusters Score -1.589728e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 128397 members 
Entering Unmasked Estep 
Score: -15897471.000000 Penalty: 5841.321289
	Iteration 30Q: 3 clusters Score -1.589747e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 128289 members 
Entering Unmasked Estep 
Score: -15897622.000000 Penalty: 5841.321289
	Iteration 31Q: 3 clusters Score -1.589762e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 128174 members 
Entering Unmasked Estep 
Score: -15897748.000000 Penalty: 5841.321289
	Iteration 32Q: 3 clusters Score -1.589775e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 128073 members 
Entering Unmasked Estep 
Score: -15897882.000000 Penalty: 5841.321289
	Iteration 33Q: 3 clusters Score -1.589788e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 127992 members 
Entering Unmasked Estep 
Score: -15897937.000000 Penalty: 5841.321289
	Iteration 34Q: 3 clusters Score -1.589794e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 127920 members 
Entering Unmasked Estep 
Score: -15898014.000000 Penalty: 5841.321289
	Iteration 35Q: 3 clusters Score -1.589801e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 127857 members 
Entering Unmasked Estep 
Score: -15898027.000000 Penalty: 5841.321289
	Iteration 36Q: 3 clusters Score -1.589803e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 127788 members 
Entering Unmasked Estep 
Score: -15898052.000000 Penalty: 5841.321289
	Iteration 37Q: 3 clusters Score -1.589805e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 127734 members 
Entering Unmasked Estep 
Score: -15898087.000000 Penalty: 5841.321289
	Iteration 38Q: 3 clusters Score -1.589809e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 127691 members 
Entering Unmasked Estep 
Score: -15898091.000000 Penalty: 5841.321289
	Iteration 39Q: 3 clusters Score -1.589809e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 127673 members 
Entering Unmasked Estep 
Score: -15898093.000000 Penalty: 5841.321289
	Iteration 40F: 3 clusters Score -1.589809e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 127652 members 
Entering Unmasked Estep 
Score: -15898116.000000 Penalty: 5841.321289
	Iteration 41Q: 3 clusters Score -1.589812e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 127630 members 
Entering Unmasked Estep 
Score: -15898110.000000 Penalty: 5841.321289
	Iteration 42Q: 3 clusters Score -1.589811e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 127604 members 
Entering Unmasked Estep 
Score: -15898105.000000 Penalty: 5841.321289
	Iteration 43Q: 3 clusters Score -1.58981e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 127594 members 
Entering Unmasked Estep 
Score: -15898112.000000 Penalty: 5841.321289
	Iteration 44Q: 3 clusters Score -1.589811e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 127586 members 
Entering Unmasked Estep 
Score: -15898099.000000 Penalty: 5841.321289
	Iteration 45Q: 3 clusters Score -1.58981e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 127579 members 
Entering Unmasked Estep 
Score: -15898113.000000 Penalty: 5841.321289
	Iteration 46Q: 3 clusters Score -1.589811e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 127569 members 
Entering Unmasked Estep 
Score: -15898116.000000 Penalty: 5841.321289
	Iteration 47Q: 3 clusters Score -1.589812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 127562 members 
Entering Unmasked Estep 
Score: -15898111.000000 Penalty: 5841.321289
	Iteration 48Q: 3 clusters Score -1.589811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 127561 members 
Entering Unmasked Estep 
Score: -15898113.000000 Penalty: 5841.321289
	Iteration 49Q: 3 clusters Score -1.589811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 127560 members 
Entering Unmasked Estep 
Score: -15898128.000000 Penalty: 5841.321289
	Iteration 50Q: 3 clusters Score -1.589813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 127557 members 
Entering Unmasked Estep 
Score: -15898117.000000 Penalty: 5841.321289
	Iteration 51Q: 3 clusters Score -1.589812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 127557 members 
Entering Unmasked Estep 
Score: -15898120.000000 Penalty: 5841.321289
	Iteration 52Q: 3 clusters Score -1.589812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 127556 members 
Entering Unmasked Estep 
Score: -15898135.000000 Penalty: 5841.321289
	Iteration 53Q: 3 clusters Score -1.589814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 127556 members 
Entering Unmasked Estep 
Score: -15898133.000000 Penalty: 5841.321289
	Iteration 54Q: 3 clusters Score -1.589813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 127553 members 
Entering Unmasked Estep 
Score: -15898131.000000 Penalty: 5841.321289
	Iteration 55Q: 3 clusters Score -1.589813e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 127553 members 
Entering Unmasked Estep 
Score: -15898131.000000 Penalty: 5841.321289
	Iteration 56F: 3 clusters Score -1.589813e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Entering Unmasked Estep 
Score: -6212673.000000 Penalty: 2704.353760
	Iteration 0F: 2 clusters Score -6212673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -6176167.500000 Penalty: 5408.707520
	Iteration 0F: 3 clusters Score -6176168 nChanged 25236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -6191110.000000 Penalty: 5408.707520
	Iteration 1F: 3 clusters Score -6191110 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -6192872.000000 Penalty: 5408.707520
	Iteration 2F: 3 clusters Score -6192872 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -6195335.500000 Penalty: 5408.707520
	Iteration 3F: 3 clusters Score -6195336 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -6198282.000000 Penalty: 5408.707520
	Iteration 4F: 3 clusters Score -6198282 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -6201476.000000 Penalty: 5408.707520
	Iteration 5F: 3 clusters Score -6201476 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -6204214.000000 Penalty: 5408.707520
	Iteration 6F: 3 clusters Score -6204214 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -6206001.500000 Penalty: 5408.707520
	Iteration 7Q: 3 clusters Score -6206002 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -6207002.000000 Penalty: 5408.707520
	Iteration 8Q: 3 clusters Score -6207002 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -6207581.000000 Penalty: 5408.707520
	Iteration 9Q: 3 clusters Score -6207581 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -6208026.000000 Penalty: 5408.707520
	Iteration 10Q: 3 clusters Score -6208026 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -6208354.000000 Penalty: 5408.707520
	Iteration 11Q: 3 clusters Score -6208354 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -6208673.500000 Penalty: 5408.707520
	Iteration 12Q: 3 clusters Score -6208674 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -6208954.500000 Penalty: 5408.707520
	Iteration 13Q: 3 clusters Score -6208954 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -6209237.500000 Penalty: 5408.707520
	Iteration 14Q: 3 clusters Score -6209238 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -6209497.500000 Penalty: 5408.707520
	Iteration 15Q: 3 clusters Score -6209498 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -6209690.500000 Penalty: 5408.707520
	Iteration 16Q: 3 clusters Score -6209690 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -6209931.500000 Penalty: 5408.707520
	Iteration 17Q: 3 clusters Score -6209932 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -6210126.500000 Penalty: 5408.707520
	Iteration 18Q: 3 clusters Score -6210126 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -6210306.500000 Penalty: 5408.707520
	Iteration 19Q: 3 clusters Score -6210306 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -6210499.000000 Penalty: 5408.707520
	Iteration 20F: 3 clusters Score -6210499 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -6210621.500000 Penalty: 5408.707520
	Iteration 21Q: 3 clusters Score -6210622 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 48066 members 
Entering Unmasked Estep 
Score: -6210752.500000 Penalty: 5408.707520
	Iteration 22Q: 3 clusters Score -6210752 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -6210859.500000 Penalty: 5408.707520
	Iteration 23Q: 3 clusters Score -6210860 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -6210934.500000 Penalty: 5408.707520
	Iteration 24Q: 3 clusters Score -6210934 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -6211018.000000 Penalty: 5408.707520
	Iteration 25Q: 3 clusters Score -6211018 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -6211052.500000 Penalty: 5408.707520
	Iteration 26Q: 3 clusters Score -6211052 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -6211086.000000 Penalty: 5408.707520
	Iteration 27Q: 3 clusters Score -6211086 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -6211111.500000 Penalty: 5408.707520
	Iteration 28Q: 3 clusters Score -6211112 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -6211173.000000 Penalty: 5408.707520
	Iteration 29Q: 3 clusters Score -6211173 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -6211190.500000 Penalty: 5408.707520
	Iteration 30Q: 3 clusters Score -6211190 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -6211223.500000 Penalty: 5408.707520
	Iteration 31Q: 3 clusters Score -6211224 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -6211265.000000 Penalty: 5408.707520
	Iteration 32Q: 3 clusters Score -6211265 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -6211285.000000 Penalty: 5408.707520
	Iteration 33Q: 3 clusters Score -6211285 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -6211328.500000 Penalty: 5408.707520
	Iteration 34Q: 3 clusters Score -6211328 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -6211367.000000 Penalty: 5408.707520
	Iteration 35Q: 3 clusters Score -6211367 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 50407 members 
Entering Unmasked Estep 
Score: -6211378.500000 Penalty: 5408.707520
	Iteration 36Q: 3 clusters Score -6211378 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 50494 members 
Entering Unmasked Estep 
Score: -6211377.500000 Penalty: 5408.707520
	Iteration 37Q: 3 clusters Score -6211378 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -6211384.500000 Penalty: 5408.707520
	Iteration 38Q: 3 clusters Score -6211384 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 50640 members 
Entering Unmasked Estep 
Score: -6211409.500000 Penalty: 5408.707520
	Iteration 39Q: 3 clusters Score -6211410 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -6211411.500000 Penalty: 5408.707520
	Iteration 40F: 3 clusters Score -6211412 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 50739 members 
Entering Unmasked Estep 
Score: -6211419.000000 Penalty: 5408.707520
	Iteration 41Q: 3 clusters Score -6211419 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -6211439.000000 Penalty: 5408.707520
	Iteration 42Q: 3 clusters Score -6211439 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -6211448.500000 Penalty: 5408.707520
	Iteration 43Q: 3 clusters Score -6211448 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -6211466.500000 Penalty: 5408.707520
	Iteration 44Q: 3 clusters Score -6211466 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -6211466.500000 Penalty: 5408.707520
	Iteration 45Q: 3 clusters Score -6211466 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -6211488.500000 Penalty: 5408.707520
	Iteration 46Q: 3 clusters Score -6211488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -6211499.000000 Penalty: 5408.707520
	Iteration 47Q: 3 clusters Score -6211499 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -6211499.500000 Penalty: 5408.707520
	Iteration 48Q: 3 clusters Score -6211500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 51043 members 
Entering Unmasked Estep 
Score: -6211509.000000 Penalty: 5408.707520
	Iteration 49Q: 3 clusters Score -6211509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -6211503.000000 Penalty: 5408.707520
	Iteration 50Q: 3 clusters Score -6211503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
Score: -6211506.500000 Penalty: 5408.707520
	Iteration 51Q: 3 clusters Score -6211506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 51067 members 
Entering Unmasked Estep 
Score: -6211510.500000 Penalty: 5408.707520
	Iteration 52Q: 3 clusters Score -6211510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -6211503.000000 Penalty: 5408.707520
	Iteration 53Q: 3 clusters Score -6211503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -6211507.500000 Penalty: 5408.707520
	Iteration 54Q: 3 clusters Score -6211508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -6211517.500000 Penalty: 5408.707520
	Iteration 55Q: 3 clusters Score -6211518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -6211524.500000 Penalty: 5408.707520
	Iteration 56Q: 3 clusters Score -6211524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -6211522.500000 Penalty: 5408.707520
	Iteration 57Q: 3 clusters Score -6211522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -6211533.000000 Penalty: 5408.707520
	Iteration 58Q: 3 clusters Score -6211533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -6211535.000000 Penalty: 5408.707520
	Iteration 59Q: 3 clusters Score -6211535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -6211533.500000 Penalty: 5408.707520
	Iteration 60F: 3 clusters Score -6211534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -6211528.000000 Penalty: 5408.707520
	Iteration 61Q: 3 clusters Score -6211528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -6211525.000000 Penalty: 5408.707520
	Iteration 62Q: 3 clusters Score -6211525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -6211529.000000 Penalty: 5408.707520
	Iteration 63Q: 3 clusters Score -6211529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 51112 members 
Entering Unmasked Estep 
Score: -6211521.500000 Penalty: 5408.707520
	Iteration 64Q: 3 clusters Score -6211522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -6211524.500000 Penalty: 5408.707520
	Iteration 65Q: 3 clusters Score -6211524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -6211526.000000 Penalty: 5408.707520
	Iteration 66Q: 3 clusters Score -6211526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -6211526.000000 Penalty: 5408.707520
	Iteration 67Q: 3 clusters Score -6211526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -6211524.000000 Penalty: 5408.707520
	Iteration 68Q: 3 clusters Score -6211524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -6211525.000000 Penalty: 5408.707520
	Iteration 69Q: 3 clusters Score -6211525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -6211527.500000 Penalty: 5408.707520
	Iteration 70Q: 3 clusters Score -6211528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -6211524.500000 Penalty: 5408.707520
	Iteration 71Q: 3 clusters Score -6211524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -6211529.000000 Penalty: 5408.707520
	Iteration 72Q: 3 clusters Score -6211529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -6211525.500000 Penalty: 5408.707520
	Iteration 73Q: 3 clusters Score -6211526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 51132 members 
Entering Unmasked Estep 
Score: -6211524.000000 Penalty: 5408.707520
	Iteration 74Q: 3 clusters Score -6211524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -6211524.500000 Penalty: 5408.707520
	Iteration 75Q: 3 clusters Score -6211524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -6211524.500000 Penalty: 5408.707520
	Iteration 76F: 3 clusters Score -6211524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (228734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228734 members 
Entering Unmasked Estep 
Score: -27928996.000000 Penalty: 3060.398193
	Iteration 0F: 2 clusters Score -2.7929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114666 members 
Mstep: Class 2 contains 114068 members 
Entering Unmasked Estep 
Score: -27778258.000000 Penalty: 6120.796387
	Iteration 0F: 3 clusters Score -2.777826e+07 nChanged 110492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117612 members 
Mstep: Class 2 contains 111122 members 
Entering Unmasked Estep 
Score: -27844048.000000 Penalty: 6120.796387
	Iteration 1F: 3 clusters Score -2.784405e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118936 members 
Mstep: Class 2 contains 109798 members 
Entering Unmasked Estep 
Score: -27845772.000000 Penalty: 6120.796387
	Iteration 2Q: 3 clusters Score -2.784577e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120743 members 
Mstep: Class 2 contains 107991 members 
Entering Unmasked Estep 
Score: -27848382.000000 Penalty: 6120.796387
	Iteration 3Q: 3 clusters Score -2.784838e+07 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123225 members 
Mstep: Class 2 contains 105509 members 
Entering Unmasked Estep 
Score: -27851980.000000 Penalty: 6120.796387
	Iteration 4Q: 3 clusters Score -2.785198e+07 nChanged 10793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126710 members 
Mstep: Class 2 contains 102024 members 
Entering Unmasked Estep 
Score: -27857258.000000 Penalty: 6120.796387
	Iteration 5Q: 3 clusters Score -2.785726e+07 nChanged 12176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131634 members 
Mstep: Class 2 contains 97100 members 
Entering Unmasked Estep 
Score: -27864012.000000 Penalty: 6120.796387
	Iteration 6F: 3 clusters Score -2.786401e+07 nChanged 13171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138697 members 
Mstep: Class 2 contains 90037 members 
Entering Unmasked Estep 
Score: -27872366.000000 Penalty: 6120.796387
	Iteration 7F: 3 clusters Score -2.787237e+07 nChanged 13432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147877 members 
Mstep: Class 2 contains 80857 members 
Entering Unmasked Estep 
Score: -27881498.000000 Penalty: 6120.796387
	Iteration 8F: 3 clusters Score -2.78815e+07 nChanged 13232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158799 members 
Mstep: Class 2 contains 69935 members 
Entering Unmasked Estep 
Score: -27891046.000000 Penalty: 6120.796387
	Iteration 9F: 3 clusters Score -2.789105e+07 nChanged 12906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170579 members 
Mstep: Class 2 contains 58155 members 
Entering Unmasked Estep 
Score: -27899684.000000 Penalty: 6120.796387
	Iteration 10F: 3 clusters Score -2.789968e+07 nChanged 11750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181905 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -27907306.000000 Penalty: 6120.796387
	Iteration 11F: 3 clusters Score -2.790731e+07 nChanged 10377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192136 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -27913210.000000 Penalty: 6120.796387
	Iteration 12Q: 3 clusters Score -2.791321e+07 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200711 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -27917990.000000 Penalty: 6120.796387
	Iteration 13Q: 3 clusters Score -2.791799e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207520 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -27921128.000000 Penalty: 6120.796387
	Iteration 14Q: 3 clusters Score -2.792113e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212632 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -27923466.000000 Penalty: 6120.796387
	Iteration 15Q: 3 clusters Score -2.792347e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216341 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -27924718.000000 Penalty: 6120.796387
	Iteration 16Q: 3 clusters Score -2.792472e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219038 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -27925682.000000 Penalty: 6120.796387
	Iteration 17Q: 3 clusters Score -2.792568e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220847 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -27925962.000000 Penalty: 6120.796387
	Iteration 18Q: 3 clusters Score -2.792596e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222086 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -27926248.000000 Penalty: 6120.796387
	Iteration 19Q: 3 clusters Score -2.792625e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222930 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -27926482.000000 Penalty: 6120.796387
	Iteration 20F: 3 clusters Score -2.792648e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223532 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -27926690.000000 Penalty: 6120.796387
	Iteration 21Q: 3 clusters Score -2.792669e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223972 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -27926722.000000 Penalty: 6120.796387
	Iteration 22Q: 3 clusters Score -2.792672e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224317 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -27926816.000000 Penalty: 6120.796387
	Iteration 23Q: 3 clusters Score -2.792682e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224533 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -27926850.000000 Penalty: 6120.796387
	Iteration 24Q: 3 clusters Score -2.792685e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224706 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -27926818.000000 Penalty: 6120.796387
	Iteration 25Q: 3 clusters Score -2.792682e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224841 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -27926798.000000 Penalty: 6120.796387
	Iteration 26Q: 3 clusters Score -2.79268e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224968 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -27926824.000000 Penalty: 6120.796387
	Iteration 27Q: 3 clusters Score -2.792682e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225071 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -27926898.000000 Penalty: 6120.796387
	Iteration 28Q: 3 clusters Score -2.79269e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225171 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -27926892.000000 Penalty: 6120.796387
	Iteration 29Q: 3 clusters Score -2.792689e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225254 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -27926964.000000 Penalty: 6120.796387
	Iteration 30Q: 3 clusters Score -2.792696e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225323 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -27926962.000000 Penalty: 6120.796387
	Iteration 31Q: 3 clusters Score -2.792696e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225378 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -27926980.000000 Penalty: 6120.796387
	Iteration 32Q: 3 clusters Score -2.792698e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225442 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -27926994.000000 Penalty: 6120.796387
	Iteration 33Q: 3 clusters Score -2.792699e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225490 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -27926988.000000 Penalty: 6120.796387
	Iteration 34Q: 3 clusters Score -2.792699e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225542 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -27926970.000000 Penalty: 6120.796387
	Iteration 35Q: 3 clusters Score -2.792697e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225585 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -27927012.000000 Penalty: 6120.796387
	Iteration 36Q: 3 clusters Score -2.792701e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225614 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -27927028.000000 Penalty: 6120.796387
	Iteration 37Q: 3 clusters Score -2.792703e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225633 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -27927060.000000 Penalty: 6120.796387
	Iteration 38Q: 3 clusters Score -2.792706e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225651 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -27927038.000000 Penalty: 6120.796387
	Iteration 39Q: 3 clusters Score -2.792704e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225676 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -27927052.000000 Penalty: 6120.796387
	Iteration 40F: 3 clusters Score -2.792705e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225697 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -27927020.000000 Penalty: 6120.796387
	Iteration 41Q: 3 clusters Score -2.792702e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225717 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -27927012.000000 Penalty: 6120.796387
	Iteration 42Q: 3 clusters Score -2.792701e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225743 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -27926990.000000 Penalty: 6120.796387
	Iteration 43Q: 3 clusters Score -2.792699e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225760 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -27926996.000000 Penalty: 6120.796387
	Iteration 44Q: 3 clusters Score -2.7927e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225782 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -27927002.000000 Penalty: 6120.796387
	Iteration 45Q: 3 clusters Score -2.7927e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225804 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -27926982.000000 Penalty: 6120.796387
	Iteration 46Q: 3 clusters Score -2.792698e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225821 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -27926980.000000 Penalty: 6120.796387
	Iteration 47Q: 3 clusters Score -2.792698e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225834 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -27926954.000000 Penalty: 6120.796387
	Iteration 48Q: 3 clusters Score -2.792695e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225839 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -27926966.000000 Penalty: 6120.796387
	Iteration 49Q: 3 clusters Score -2.792697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225847 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -27926960.000000 Penalty: 6120.796387
	Iteration 50Q: 3 clusters Score -2.792696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225854 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -27926956.000000 Penalty: 6120.796387
	Iteration 51Q: 3 clusters Score -2.792696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225857 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -27926956.000000 Penalty: 6120.796387
	Iteration 52Q: 3 clusters Score -2.792696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225858 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -27926952.000000 Penalty: 6120.796387
	Iteration 53Q: 3 clusters Score -2.792695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225860 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -27926962.000000 Penalty: 6120.796387
	Iteration 54Q: 3 clusters Score -2.792696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225864 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -27926958.000000 Penalty: 6120.796387
	Iteration 55Q: 3 clusters Score -2.792696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225868 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -27926970.000000 Penalty: 6120.796387
	Iteration 56Q: 3 clusters Score -2.792697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225876 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -27926978.000000 Penalty: 6120.796387
	Iteration 57Q: 3 clusters Score -2.792698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225877 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -27926966.000000 Penalty: 6120.796387
	Iteration 58Q: 3 clusters Score -2.792697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225875 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -27926972.000000 Penalty: 6120.796387
	Iteration 59Q: 3 clusters Score -2.792697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225878 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -27926988.000000 Penalty: 6120.796387
	Iteration 60F: 3 clusters Score -2.792699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225878 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -27926992.000000 Penalty: 6120.796387
	Iteration 61Q: 3 clusters Score -2.792699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225880 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -27926982.000000 Penalty: 6120.796387
	Iteration 62Q: 3 clusters Score -2.792698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225881 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -27927002.000000 Penalty: 6120.796387
	Iteration 63Q: 3 clusters Score -2.7927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225881 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -27927002.000000 Penalty: 6120.796387
	Iteration 64F: 3 clusters Score -2.7927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Entering Unmasked Estep 
Score: -1370240.875000 Penalty: 2312.114746
	Iteration 0F: 2 clusters Score -1370241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1361707.125000 Penalty: 4624.229492
	Iteration 0F: 3 clusters Score -1361707 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1364464.625000 Penalty: 4624.229492
	Iteration 1F: 3 clusters Score -1364465 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1364965.125000 Penalty: 4624.229492
	Iteration 2F: 3 clusters Score -1364965 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1365354.250000 Penalty: 4624.229492
	Iteration 3F: 3 clusters Score -1365354 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1365674.250000 Penalty: 4624.229492
	Iteration 4F: 3 clusters Score -1365674 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1365947.625000 Penalty: 4624.229492
	Iteration 5Q: 3 clusters Score -1365948 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1366197.625000 Penalty: 4624.229492
	Iteration 6Q: 3 clusters Score -1366198 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1366426.875000 Penalty: 4624.229492
	Iteration 7Q: 3 clusters Score -1366427 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1366647.625000 Penalty: 4624.229492
	Iteration 8Q: 3 clusters Score -1366648 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1366849.500000 Penalty: 4624.229492
	Iteration 9Q: 3 clusters Score -1366850 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1367044.125000 Penalty: 4624.229492
	Iteration 10Q: 3 clusters Score -1367044 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1367256.625000 Penalty: 4624.229492
	Iteration 11Q: 3 clusters Score -1367257 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1367488.000000 Penalty: 4624.229492
	Iteration 12Q: 3 clusters Score -1367488 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1367759.500000 Penalty: 4624.229492
	Iteration 13Q: 3 clusters Score -1367760 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1367982.750000 Penalty: 4624.229492
	Iteration 14Q: 3 clusters Score -1367983 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1368167.125000 Penalty: 4624.229492
	Iteration 15Q: 3 clusters Score -1368167 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1368313.875000 Penalty: 4624.229492
	Iteration 16Q: 3 clusters Score -1368314 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1368452.125000 Penalty: 4624.229492
	Iteration 17Q: 3 clusters Score -1368452 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1368538.625000 Penalty: 4624.229492
	Iteration 18Q: 3 clusters Score -1368539 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1368609.500000 Penalty: 4624.229492
	Iteration 19Q: 3 clusters Score -1368610 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1368659.500000 Penalty: 4624.229492
	Iteration 20F: 3 clusters Score -1368660 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1368703.750000 Penalty: 4624.229492
	Iteration 21Q: 3 clusters Score -1368704 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1368736.750000 Penalty: 4624.229492
	Iteration 22Q: 3 clusters Score -1368737 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1368754.875000 Penalty: 4624.229492
	Iteration 23Q: 3 clusters Score -1368755 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1368779.750000 Penalty: 4624.229492
	Iteration 24Q: 3 clusters Score -1368780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1368796.500000 Penalty: 4624.229492
	Iteration 25Q: 3 clusters Score -1368796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1368817.125000 Penalty: 4624.229492
	Iteration 26Q: 3 clusters Score -1368817 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1368841.125000 Penalty: 4624.229492
	Iteration 27Q: 3 clusters Score -1368841 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1368875.125000 Penalty: 4624.229492
	Iteration 28Q: 3 clusters Score -1368875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1368914.875000 Penalty: 4624.229492
	Iteration 29Q: 3 clusters Score -1368915 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1368945.500000 Penalty: 4624.229492
	Iteration 30Q: 3 clusters Score -1368946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1368956.250000 Penalty: 4624.229492
	Iteration 31Q: 3 clusters Score -1368956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1368965.625000 Penalty: 4624.229492
	Iteration 32Q: 3 clusters Score -1368966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1368967.625000 Penalty: 4624.229492
	Iteration 33Q: 3 clusters Score -1368968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1368970.750000 Penalty: 4624.229492
	Iteration 34Q: 3 clusters Score -1368971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1368974.750000 Penalty: 4624.229492
	Iteration 35Q: 3 clusters Score -1368975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1368974.750000 Penalty: 4624.229492
	Iteration 36F: 3 clusters Score -1368975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (55519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55519 members 
Entering Unmasked Estep 
Score: -6647962.500000 Penalty: 2709.271240
	Iteration 0F: 2 clusters Score -6647962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -6610407.000000 Penalty: 5418.542480
	Iteration 0F: 3 clusters Score -6610407 nChanged 25781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -6624630.000000 Penalty: 5418.542480
	Iteration 1F: 3 clusters Score -6624630 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -6625612.000000 Penalty: 5418.542480
	Iteration 2Q: 3 clusters Score -6625612 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -6626701.000000 Penalty: 5418.542480
	Iteration 3Q: 3 clusters Score -6626701 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -6627912.500000 Penalty: 5418.542480
	Iteration 4F: 3 clusters Score -6627912 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -6629528.500000 Penalty: 5418.542480
	Iteration 5F: 3 clusters Score -6629528 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -6631709.000000 Penalty: 5418.542480
	Iteration 6F: 3 clusters Score -6631709 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -6634640.500000 Penalty: 5418.542480
	Iteration 7F: 3 clusters Score -6634640 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -6638002.000000 Penalty: 5418.542480
	Iteration 8F: 3 clusters Score -6638002 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -6641331.000000 Penalty: 5418.542480
	Iteration 9F: 3 clusters Score -6641331 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -6643497.500000 Penalty: 5418.542480
	Iteration 10Q: 3 clusters Score -6643498 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6644685.500000 Penalty: 5418.542480
	Iteration 11Q: 3 clusters Score -6644686 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6645246.000000 Penalty: 5418.542480
	Iteration 12Q: 3 clusters Score -6645246 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54891 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6645494.500000 Penalty: 5418.542480
	Iteration 13Q: 3 clusters Score -6645494 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6645608.500000 Penalty: 5418.542480
	Iteration 14Q: 3 clusters Score -6645608 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6645660.500000 Penalty: 5418.542480
	Iteration 15Q: 3 clusters Score -6645660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6645681.500000 Penalty: 5418.542480
	Iteration 16Q: 3 clusters Score -6645682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55095 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6645690.500000 Penalty: 5418.542480
	Iteration 17Q: 3 clusters Score -6645690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55104 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6645699.000000 Penalty: 5418.542480
	Iteration 18Q: 3 clusters Score -6645699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6645711.500000 Penalty: 5418.542480
	Iteration 19Q: 3 clusters Score -6645712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6645728.000000 Penalty: 5418.542480
	Iteration 20F: 3 clusters Score -6645728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55124 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6645740.500000 Penalty: 5418.542480
	Iteration 21Q: 3 clusters Score -6645740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55129 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6645754.000000 Penalty: 5418.542480
	Iteration 22Q: 3 clusters Score -6645754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6645761.000000 Penalty: 5418.542480
	Iteration 23Q: 3 clusters Score -6645761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6645760.500000 Penalty: 5418.542480
	Iteration 24Q: 3 clusters Score -6645760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -6645769.000000 Penalty: 5418.542480
	Iteration 25Q: 3 clusters Score -6645769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55137 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6645764.500000 Penalty: 5418.542480
	Iteration 26Q: 3 clusters Score -6645764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55138 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6645762.500000 Penalty: 5418.542480
	Iteration 27Q: 3 clusters Score -6645762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55139 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6645765.500000 Penalty: 5418.542480
	Iteration 28Q: 3 clusters Score -6645766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55139 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6645765.500000 Penalty: 5418.542480
	Iteration 29F: 3 clusters Score -6645766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (108135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108135 members 
Entering Unmasked Estep 
Score: -13189655.000000 Penalty: 2874.601807
	Iteration 0F: 2 clusters Score -1.318966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 53869 members 
Entering Unmasked Estep 
Score: -13117498.000000 Penalty: 5749.203613
	Iteration 0F: 3 clusters Score -1.31175e+07 nChanged 51062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57704 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -13147049.000000 Penalty: 5749.203613
	Iteration 1F: 3 clusters Score -1.314705e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60225 members 
Mstep: Class 2 contains 47910 members 
Entering Unmasked Estep 
Score: -13148533.000000 Penalty: 5749.203613
	Iteration 2Q: 3 clusters Score -1.314853e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63971 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -13150773.000000 Penalty: 5749.203613
	Iteration 3F: 3 clusters Score -1.315077e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69206 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -13154493.000000 Penalty: 5749.203613
	Iteration 4F: 3 clusters Score -1.315449e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75883 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -13159629.000000 Penalty: 5749.203613
	Iteration 5F: 3 clusters Score -1.315963e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83338 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -13165661.000000 Penalty: 5749.203613
	Iteration 6F: 3 clusters Score -1.316566e+07 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91029 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -13172275.000000 Penalty: 5749.203613
	Iteration 7F: 3 clusters Score -1.317228e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97624 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -13178138.000000 Penalty: 5749.203613
	Iteration 8F: 3 clusters Score -1.317814e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102402 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -13182454.000000 Penalty: 5749.203613
	Iteration 9Q: 3 clusters Score -1.318245e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105230 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -13184922.000000 Penalty: 5749.203613
	Iteration 10Q: 3 clusters Score -1.318492e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106614 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -13186071.000000 Penalty: 5749.203613
	Iteration 11Q: 3 clusters Score -1.318607e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107224 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -13186578.000000 Penalty: 5749.203613
	Iteration 12Q: 3 clusters Score -1.318658e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107486 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -13186820.000000 Penalty: 5749.203613
	Iteration 13Q: 3 clusters Score -1.318682e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107592 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -13186899.000000 Penalty: 5749.203613
	Iteration 14Q: 3 clusters Score -1.31869e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107645 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -13186974.000000 Penalty: 5749.203613
	Iteration 15Q: 3 clusters Score -1.318697e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107685 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -13187038.000000 Penalty: 5749.203613
	Iteration 16Q: 3 clusters Score -1.318704e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107706 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -13187068.000000 Penalty: 5749.203613
	Iteration 17Q: 3 clusters Score -1.318707e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107720 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -13187058.000000 Penalty: 5749.203613
	Iteration 18Q: 3 clusters Score -1.318706e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107727 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -13187088.000000 Penalty: 5749.203613
	Iteration 19Q: 3 clusters Score -1.318709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107730 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -13187072.000000 Penalty: 5749.203613
	Iteration 20F: 3 clusters Score -1.318707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107734 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -13187093.000000 Penalty: 5749.203613
	Iteration 21Q: 3 clusters Score -1.318709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107741 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -13187106.000000 Penalty: 5749.203613
	Iteration 22Q: 3 clusters Score -1.318711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107748 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -13187112.000000 Penalty: 5749.203613
	Iteration 23Q: 3 clusters Score -1.318711e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107762 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -13187121.000000 Penalty: 5749.203613
	Iteration 24Q: 3 clusters Score -1.318712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107767 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -13187124.000000 Penalty: 5749.203613
	Iteration 25Q: 3 clusters Score -1.318712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107766 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -13187124.000000 Penalty: 5749.203613
	Iteration 26Q: 3 clusters Score -1.318712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107767 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -13187129.000000 Penalty: 5749.203613
	Iteration 27Q: 3 clusters Score -1.318713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107767 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -13187129.000000 Penalty: 5749.203613
	Iteration 28F: 3 clusters Score -1.318713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -81669.515625 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -81669.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -79944.195312 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -79944.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -80217.007812 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -80217.01 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -80309.585938 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -80309.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -80359.750000 Penalty: 3263.308594
	Iteration 3Q: 3 clusters Score -80359.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -80381.226562 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -80381.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -80405.078125 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -80405.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -80408.546875 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -80408.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -80412.125000 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -80412.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -80416.960938 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -80416.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -80417.585938 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -80417.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -80417.585938 Penalty: 3263.308594
	Iteration 10F: 3 clusters Score -80417.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -903624.062500 Penalty: 2221.973145
	Iteration 0F: 2 clusters Score -903624.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -897345.312500 Penalty: 4443.946289
	Iteration 0F: 3 clusters Score -897345.3 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -899211.250000 Penalty: 4443.946289
	Iteration 1F: 3 clusters Score -899211.2 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -899560.250000 Penalty: 4443.946289
	Iteration 2F: 3 clusters Score -899560.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -899791.187500 Penalty: 4443.946289
	Iteration 3F: 3 clusters Score -899791.2 nChanged 372
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: -899970.937500 Penalty: 4443.946289
	Iteration 4Q: 3 clusters Score -899970.9 nChanged 310
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: -900115.000000 Penalty: 4443.946289
	Iteration 5Q: 3 clusters Score -900115 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -900226.250000 Penalty: 4443.946289
	Iteration 6Q: 3 clusters Score -900226.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -900347.750000 Penalty: 4443.946289
	Iteration 7Q: 3 clusters Score -900347.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -900461.812500 Penalty: 4443.946289
	Iteration 8Q: 3 clusters Score -900461.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -900587.312500 Penalty: 4443.946289
	Iteration 9Q: 3 clusters Score -900587.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -900710.937500 Penalty: 4443.946289
	Iteration 10Q: 3 clusters Score -900710.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -900834.625000 Penalty: 4443.946289
	Iteration 11Q: 3 clusters Score -900834.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -900938.000000 Penalty: 4443.946289
	Iteration 12Q: 3 clusters Score -900938 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -901041.625000 Penalty: 4443.946289
	Iteration 13Q: 3 clusters Score -901041.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -901149.812500 Penalty: 4443.946289
	Iteration 14Q: 3 clusters Score -901149.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -901232.000000 Penalty: 4443.946289
	Iteration 15Q: 3 clusters Score -901232 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -901309.625000 Penalty: 4443.946289
	Iteration 16Q: 3 clusters Score -901309.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -901371.000000 Penalty: 4443.946289
	Iteration 17Q: 3 clusters Score -901371 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -901440.000000 Penalty: 4443.946289
	Iteration 18Q: 3 clusters Score -901440 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -901513.250000 Penalty: 4443.946289
	Iteration 19Q: 3 clusters Score -901513.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -901582.875000 Penalty: 4443.946289
	Iteration 20F: 3 clusters Score -901582.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -901652.312500 Penalty: 4443.946289
	Iteration 21Q: 3 clusters Score -901652.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -901714.437500 Penalty: 4443.946289
	Iteration 22Q: 3 clusters Score -901714.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -901769.312500 Penalty: 4443.946289
	Iteration 23Q: 3 clusters Score -901769.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -901804.500000 Penalty: 4443.946289
	Iteration 24Q: 3 clusters Score -901804.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -901842.937500 Penalty: 4443.946289
	Iteration 25Q: 3 clusters Score -901842.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -901873.437500 Penalty: 4443.946289
	Iteration 26Q: 3 clusters Score -901873.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -901902.000000 Penalty: 4443.946289
	Iteration 27Q: 3 clusters Score -901902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -901927.062500 Penalty: 4443.946289
	Iteration 28Q: 3 clusters Score -901927.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -901949.625000 Penalty: 4443.946289
	Iteration 29Q: 3 clusters Score -901949.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -901975.062500 Penalty: 4443.946289
	Iteration 30Q: 3 clusters Score -901975.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -902000.250000 Penalty: 4443.946289
	Iteration 31Q: 3 clusters Score -902000.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -902023.250000 Penalty: 4443.946289
	Iteration 32Q: 3 clusters Score -902023.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -902041.937500 Penalty: 4443.946289
	Iteration 33Q: 3 clusters Score -902041.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -902064.062500 Penalty: 4443.946289
	Iteration 34Q: 3 clusters Score -902064.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -902077.500000 Penalty: 4443.946289
	Iteration 35Q: 3 clusters Score -902077.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -902085.125000 Penalty: 4443.946289
	Iteration 36Q: 3 clusters Score -902085.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -902101.250000 Penalty: 4443.946289
	Iteration 37Q: 3 clusters Score -902101.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -902110.375000 Penalty: 4443.946289
	Iteration 38Q: 3 clusters Score -902110.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -902122.437500 Penalty: 4443.946289
	Iteration 39Q: 3 clusters Score -902122.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -902127.437500 Penalty: 4443.946289
	Iteration 40F: 3 clusters Score -902127.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -902133.000000 Penalty: 4443.946289
	Iteration 41Q: 3 clusters Score -902133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -902141.000000 Penalty: 4443.946289
	Iteration 42Q: 3 clusters Score -902141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -902157.437500 Penalty: 4443.946289
	Iteration 43Q: 3 clusters Score -902157.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -902174.000000 Penalty: 4443.946289
	Iteration 44Q: 3 clusters Score -902174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -902187.500000 Penalty: 4443.946289
	Iteration 45Q: 3 clusters Score -902187.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -902200.625000 Penalty: 4443.946289
	Iteration 46Q: 3 clusters Score -902200.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -902213.062500 Penalty: 4443.946289
	Iteration 47Q: 3 clusters Score -902213.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -902219.562500 Penalty: 4443.946289
	Iteration 48Q: 3 clusters Score -902219.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -902222.750000 Penalty: 4443.946289
	Iteration 49Q: 3 clusters Score -902222.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -902227.312500 Penalty: 4443.946289
	Iteration 50Q: 3 clusters Score -902227.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -902234.625000 Penalty: 4443.946289
	Iteration 51Q: 3 clusters Score -902234.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -902237.812500 Penalty: 4443.946289
	Iteration 52Q: 3 clusters Score -902237.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -902249.125000 Penalty: 4443.946289
	Iteration 53Q: 3 clusters Score -902249.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -902258.000000 Penalty: 4443.946289
	Iteration 54Q: 3 clusters Score -902258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -902256.937500 Penalty: 4443.946289
	Iteration 55Q: 3 clusters Score -902256.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -902258.937500 Penalty: 4443.946289
	Iteration 56Q: 3 clusters Score -902258.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -902260.812500 Penalty: 4443.946289
	Iteration 57Q: 3 clusters Score -902260.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -902261.625000 Penalty: 4443.946289
	Iteration 58Q: 3 clusters Score -902261.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -902262.375000 Penalty: 4443.946289
	Iteration 59Q: 3 clusters Score -902262.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -902262.062500 Penalty: 4443.946289
	Iteration 60F: 3 clusters Score -902262.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -902263.437500 Penalty: 4443.946289
	Iteration 61Q: 3 clusters Score -902263.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -902261.562500 Penalty: 4443.946289
	Iteration 62Q: 3 clusters Score -902261.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -902263.437500 Penalty: 4443.946289
	Iteration 63Q: 3 clusters Score -902263.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -902264.812500 Penalty: 4443.946289
	Iteration 64Q: 3 clusters Score -902264.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -902264.625000 Penalty: 4443.946289
	Iteration 65Q: 3 clusters Score -902264.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -902264.625000 Penalty: 4443.946289
	Iteration 66F: 3 clusters Score -902264.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -15596.429688 Penalty: 1245.922363
	Iteration 0F: 2 clusters Score -15596.43 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 70 members 
Entering Unmasked Estep 
Score: -14659.519531 Penalty: 2491.844727
	Iteration 0F: 3 clusters Score -14659.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -14681.458984 Penalty: 2491.844727
	Iteration 1Q: 3 clusters Score -14681.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14686.505859 Penalty: 2491.844727
	Iteration 2Q: 3 clusters Score -14686.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14686.505859 Penalty: 2491.844727
	Iteration 3F: 3 clusters Score -14686.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (27453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Entering Unmasked Estep 
Score: -3412900.250000 Penalty: 2534.617188
	Iteration 0F: 2 clusters Score -3412900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -3394043.250000 Penalty: 5069.234375
	Iteration 0F: 3 clusters Score -3394043 nChanged 12336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -3400706.750000 Penalty: 5069.234375
	Iteration 1F: 3 clusters Score -3400707 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -3401087.750000 Penalty: 5069.234375
	Iteration 2Q: 3 clusters Score -3401088 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -3401422.000000 Penalty: 5069.234375
	Iteration 3Q: 3 clusters Score -3401422 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3401760.500000 Penalty: 5069.234375
	Iteration 4Q: 3 clusters Score -3401760 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -3402129.250000 Penalty: 5069.234375
	Iteration 5Q: 3 clusters Score -3402129 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -3402583.750000 Penalty: 5069.234375
	Iteration 6Q: 3 clusters Score -3402584 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -3403137.250000 Penalty: 5069.234375
	Iteration 7Q: 3 clusters Score -3403137 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -3403813.500000 Penalty: 5069.234375
	Iteration 8Q: 3 clusters Score -3403814 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -3404603.000000 Penalty: 5069.234375
	Iteration 9Q: 3 clusters Score -3404603 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -3405522.500000 Penalty: 5069.234375
	Iteration 10F: 3 clusters Score -3405522 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -3406577.250000 Penalty: 5069.234375
	Iteration 11F: 3 clusters Score -3406577 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -3407633.000000 Penalty: 5069.234375
	Iteration 12F: 3 clusters Score -3407633 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -3408480.000000 Penalty: 5069.234375
	Iteration 13Q: 3 clusters Score -3408480 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -3409043.500000 Penalty: 5069.234375
	Iteration 14Q: 3 clusters Score -3409044 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -3409366.000000 Penalty: 5069.234375
	Iteration 15Q: 3 clusters Score -3409366 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -3409611.250000 Penalty: 5069.234375
	Iteration 16Q: 3 clusters Score -3409611 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -3409778.750000 Penalty: 5069.234375
	Iteration 17Q: 3 clusters Score -3409779 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -3409884.000000 Penalty: 5069.234375
	Iteration 18Q: 3 clusters Score -3409884 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -3409956.250000 Penalty: 5069.234375
	Iteration 19Q: 3 clusters Score -3409956 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -3410044.500000 Penalty: 5069.234375
	Iteration 20F: 3 clusters Score -3410044 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -3410105.250000 Penalty: 5069.234375
	Iteration 21Q: 3 clusters Score -3410105 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -3410129.250000 Penalty: 5069.234375
	Iteration 22Q: 3 clusters Score -3410129 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -3410151.250000 Penalty: 5069.234375
	Iteration 23Q: 3 clusters Score -3410151 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -3410171.750000 Penalty: 5069.234375
	Iteration 24Q: 3 clusters Score -3410172 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -3410192.500000 Penalty: 5069.234375
	Iteration 25Q: 3 clusters Score -3410192 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -3410224.000000 Penalty: 5069.234375
	Iteration 26Q: 3 clusters Score -3410224 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -3410234.500000 Penalty: 5069.234375
	Iteration 27Q: 3 clusters Score -3410234 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -3410245.250000 Penalty: 5069.234375
	Iteration 28Q: 3 clusters Score -3410245 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -3410249.250000 Penalty: 5069.234375
	Iteration 29Q: 3 clusters Score -3410249 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -3410261.500000 Penalty: 5069.234375
	Iteration 30Q: 3 clusters Score -3410262 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -3410278.750000 Penalty: 5069.234375
	Iteration 31Q: 3 clusters Score -3410279 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -3410274.500000 Penalty: 5069.234375
	Iteration 32Q: 3 clusters Score -3410274 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -3410274.750000 Penalty: 5069.234375
	Iteration 33Q: 3 clusters Score -3410275 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -3410281.500000 Penalty: 5069.234375
	Iteration 34Q: 3 clusters Score -3410282 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -3410286.250000 Penalty: 5069.234375
	Iteration 35Q: 3 clusters Score -3410286 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -3410293.500000 Penalty: 5069.234375
	Iteration 36Q: 3 clusters Score -3410294 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -3410298.500000 Penalty: 5069.234375
	Iteration 37Q: 3 clusters Score -3410298 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -3410315.000000 Penalty: 5069.234375
	Iteration 38Q: 3 clusters Score -3410315 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -3410311.500000 Penalty: 5069.234375
	Iteration 39Q: 3 clusters Score -3410312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -3410311.000000 Penalty: 5069.234375
	Iteration 40F: 3 clusters Score -3410311 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -3410321.750000 Penalty: 5069.234375
	Iteration 41Q: 3 clusters Score -3410322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -3410321.750000 Penalty: 5069.234375
	Iteration 42Q: 3 clusters Score -3410322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -3410330.500000 Penalty: 5069.234375
	Iteration 43Q: 3 clusters Score -3410330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -3410333.750000 Penalty: 5069.234375
	Iteration 44Q: 3 clusters Score -3410334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -3410341.500000 Penalty: 5069.234375
	Iteration 45Q: 3 clusters Score -3410342 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -3410337.250000 Penalty: 5069.234375
	Iteration 46Q: 3 clusters Score -3410337 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -3410344.500000 Penalty: 5069.234375
	Iteration 47Q: 3 clusters Score -3410344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -3410350.000000 Penalty: 5069.234375
	Iteration 48Q: 3 clusters Score -3410350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3410351.750000 Penalty: 5069.234375
	Iteration 49Q: 3 clusters Score -3410352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -3410360.000000 Penalty: 5069.234375
	Iteration 50Q: 3 clusters Score -3410360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -3410362.500000 Penalty: 5069.234375
	Iteration 51Q: 3 clusters Score -3410362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -3410353.500000 Penalty: 5069.234375
	Iteration 52Q: 3 clusters Score -3410354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -3410357.000000 Penalty: 5069.234375
	Iteration 53Q: 3 clusters Score -3410357 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -3410359.500000 Penalty: 5069.234375
	Iteration 54Q: 3 clusters Score -3410360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -3410360.000000 Penalty: 5069.234375
	Iteration 55Q: 3 clusters Score -3410360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -3410365.250000 Penalty: 5069.234375
	Iteration 56Q: 3 clusters Score -3410365 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -3410372.250000 Penalty: 5069.234375
	Iteration 57Q: 3 clusters Score -3410372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -3410379.250000 Penalty: 5069.234375
	Iteration 58Q: 3 clusters Score -3410379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -3410379.500000 Penalty: 5069.234375
	Iteration 59Q: 3 clusters Score -3410380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -3410375.750000 Penalty: 5069.234375
	Iteration 60F: 3 clusters Score -3410376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -3410381.750000 Penalty: 5069.234375
	Iteration 61Q: 3 clusters Score -3410382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -3410379.750000 Penalty: 5069.234375
	Iteration 62Q: 3 clusters Score -3410380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -3410373.000000 Penalty: 5069.234375
	Iteration 63Q: 3 clusters Score -3410373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -3410375.250000 Penalty: 5069.234375
	Iteration 64Q: 3 clusters Score -3410375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -3410376.500000 Penalty: 5069.234375
	Iteration 65Q: 3 clusters Score -3410376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -3410376.750000 Penalty: 5069.234375
	Iteration 66Q: 3 clusters Score -3410377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -3410381.000000 Penalty: 5069.234375
	Iteration 67Q: 3 clusters Score -3410381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -3410385.500000 Penalty: 5069.234375
	Iteration 68Q: 3 clusters Score -3410386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 20581 members 
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Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 20592 members 
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Mstep: Class 1 contains 6850 members 
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Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20619 members 
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Mstep: Class 2 contains 20637 members 
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Mstep: Class 1 contains 6709 members 
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Mstep: Class 1 contains 6348 members 
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	Iteration 115Q: 3 clusters Score -3410445 nChanged 42
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Mstep: Class 1 contains 6214 members 
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	Iteration 117Q: 3 clusters Score -3410464 nChanged 46
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	Iteration 119Q: 3 clusters Score -3410476 nChanged 54
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	Iteration 120F: 3 clusters Score -3410480 nChanged 65
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	Iteration 122Q: 3 clusters Score -3410494 nChanged 54
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	Iteration 124Q: 3 clusters Score -3410526 nChanged 58
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	Iteration 134Q: 3 clusters Score -3410574 nChanged 24
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	Iteration 139Q: 3 clusters Score -3410593 nChanged 20
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	Iteration 142Q: 3 clusters Score -3410596 nChanged 15
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	Iteration 157Q: 3 clusters Score -3410602 nChanged 8
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	Iteration 158Q: 3 clusters Score -3410608 nChanged 8
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	Iteration 159Q: 3 clusters Score -3410606 nChanged 4
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	Iteration 160F: 3 clusters Score -3410612 nChanged 3
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	Iteration 161Q: 3 clusters Score -3410608 nChanged 5
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	Iteration 162Q: 3 clusters Score -3410611 nChanged 7
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Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -3410608.500000 Penalty: 5069.234375
	Iteration 163Q: 3 clusters Score -3410608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -3410609.500000 Penalty: 5069.234375
	Iteration 164Q: 3 clusters Score -3410610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -3410611.000000 Penalty: 5069.234375
	Iteration 165Q: 3 clusters Score -3410611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -3410614.750000 Penalty: 5069.234375
	Iteration 166Q: 3 clusters Score -3410615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -3410610.250000 Penalty: 5069.234375
	Iteration 167Q: 3 clusters Score -3410610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -3410615.000000 Penalty: 5069.234375
	Iteration 168Q: 3 clusters Score -3410615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -3410608.750000 Penalty: 5069.234375
	Iteration 169Q: 3 clusters Score -3410609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -3410608.250000 Penalty: 5069.234375
	Iteration 170Q: 3 clusters Score -3410608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3410606.000000 Penalty: 5069.234375
	Iteration 171Q: 3 clusters Score -3410606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -3410608.000000 Penalty: 5069.234375
	Iteration 172Q: 3 clusters Score -3410608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -3410613.000000 Penalty: 5069.234375
	Iteration 173Q: 3 clusters Score -3410613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -3410609.000000 Penalty: 5069.234375
	Iteration 174Q: 3 clusters Score -3410609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -3410611.500000 Penalty: 5069.234375
	Iteration 175Q: 3 clusters Score -3410612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -3410614.750000 Penalty: 5069.234375
	Iteration 176Q: 3 clusters Score -3410615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -3410618.000000 Penalty: 5069.234375
	Iteration 177Q: 3 clusters Score -3410618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -3410615.250000 Penalty: 5069.234375
	Iteration 178Q: 3 clusters Score -3410615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -3410611.000000 Penalty: 5069.234375
	Iteration 179Q: 3 clusters Score -3410611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -3410614.750000 Penalty: 5069.234375
	Iteration 180F: 3 clusters Score -3410615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -3410613.000000 Penalty: 5069.234375
	Iteration 181Q: 3 clusters Score -3410613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -3410617.250000 Penalty: 5069.234375
	Iteration 182Q: 3 clusters Score -3410617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -3410619.000000 Penalty: 5069.234375
	Iteration 183Q: 3 clusters Score -3410619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -3410617.750000 Penalty: 5069.234375
	Iteration 184Q: 3 clusters Score -3410618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -3410613.750000 Penalty: 5069.234375
	Iteration 185Q: 3 clusters Score -3410614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -3410613.750000 Penalty: 5069.234375
	Iteration 186F: 3 clusters Score -3410614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Entering Unmasked Estep 
Score: -1431165.125000 Penalty: 2320.373047
	Iteration 0F: 2 clusters Score -1431165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1422454.000000 Penalty: 4640.746094
	Iteration 0F: 3 clusters Score -1422454 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1425166.750000 Penalty: 4640.746094
	Iteration 1F: 3 clusters Score -1425167 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1425508.875000 Penalty: 4640.746094
	Iteration 2F: 3 clusters Score -1425509 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1425754.125000 Penalty: 4640.746094
	Iteration 3Q: 3 clusters Score -1425754 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1426017.125000 Penalty: 4640.746094
	Iteration 4Q: 3 clusters Score -1426017 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1426292.250000 Penalty: 4640.746094
	Iteration 5Q: 3 clusters Score -1426292 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1426572.750000 Penalty: 4640.746094
	Iteration 6Q: 3 clusters Score -1426573 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1426880.625000 Penalty: 4640.746094
	Iteration 7Q: 3 clusters Score -1426881 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1427191.000000 Penalty: 4640.746094
	Iteration 8Q: 3 clusters Score -1427191 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1427546.625000 Penalty: 4640.746094
	Iteration 9Q: 3 clusters Score -1427547 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1427910.625000 Penalty: 4640.746094
	Iteration 10Q: 3 clusters Score -1427911 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1428190.750000 Penalty: 4640.746094
	Iteration 11Q: 3 clusters Score -1428191 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1428437.750000 Penalty: 4640.746094
	Iteration 12Q: 3 clusters Score -1428438 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1428657.125000 Penalty: 4640.746094
	Iteration 13Q: 3 clusters Score -1428657 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1428802.250000 Penalty: 4640.746094
	Iteration 14Q: 3 clusters Score -1428802 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1428887.125000 Penalty: 4640.746094
	Iteration 15Q: 3 clusters Score -1428887 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1428956.875000 Penalty: 4640.746094
	Iteration 16Q: 3 clusters Score -1428957 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1429006.125000 Penalty: 4640.746094
	Iteration 17Q: 3 clusters Score -1429006 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1429046.250000 Penalty: 4640.746094
	Iteration 18Q: 3 clusters Score -1429046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1429084.125000 Penalty: 4640.746094
	Iteration 19Q: 3 clusters Score -1429084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1429113.750000 Penalty: 4640.746094
	Iteration 20F: 3 clusters Score -1429114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1429136.250000 Penalty: 4640.746094
	Iteration 21Q: 3 clusters Score -1429136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1429152.375000 Penalty: 4640.746094
	Iteration 22Q: 3 clusters Score -1429152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1429165.375000 Penalty: 4640.746094
	Iteration 23Q: 3 clusters Score -1429165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1429172.625000 Penalty: 4640.746094
	Iteration 24Q: 3 clusters Score -1429173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1429180.125000 Penalty: 4640.746094
	Iteration 25Q: 3 clusters Score -1429180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1429179.000000 Penalty: 4640.746094
	Iteration 26Q: 3 clusters Score -1429179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1429183.625000 Penalty: 4640.746094
	Iteration 27Q: 3 clusters Score -1429184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1429187.875000 Penalty: 4640.746094
	Iteration 28Q: 3 clusters Score -1429188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1429188.875000 Penalty: 4640.746094
	Iteration 29Q: 3 clusters Score -1429189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1429188.875000 Penalty: 4640.746094
	Iteration 30F: 3 clusters Score -1429189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Entering Unmasked Estep 
Score: -81414.414062 Penalty: 1635.753540
	Iteration 0F: 2 clusters Score -81414.41 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 355 members 
Entering Unmasked Estep 
Score: -79715.578125 Penalty: 3271.507080
	Iteration 0F: 3 clusters Score -79715.58 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -79985.289062 Penalty: 3271.507080
	Iteration 1F: 3 clusters Score -79985.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -80047.695312 Penalty: 3271.507080
	Iteration 2F: 3 clusters Score -80047.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -80079.914062 Penalty: 3271.507080
	Iteration 3Q: 3 clusters Score -80079.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -80129.226562 Penalty: 3271.507080
	Iteration 4Q: 3 clusters Score -80129.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -80166.203125 Penalty: 3271.507080
	Iteration 5Q: 3 clusters Score -80166.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -80190.437500 Penalty: 3271.507080
	Iteration 6Q: 3 clusters Score -80190.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -80210.859375 Penalty: 3271.507080
	Iteration 7Q: 3 clusters Score -80210.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -80226.289062 Penalty: 3271.507080
	Iteration 8Q: 3 clusters Score -80226.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -80226.289062 Penalty: 3271.507080
	Iteration 9F: 3 clusters Score -80226.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -48977.941406 Penalty: 1500.333984
	Iteration 0F: 2 clusters Score -48977.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47592.253906 Penalty: 3000.667969
	Iteration 0F: 3 clusters Score -47592.25 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47728.078125 Penalty: 3000.667969
	Iteration 1F: 3 clusters Score -47728.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47755.187500 Penalty: 3000.667969
	Iteration 2Q: 3 clusters Score -47755.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47771.730469 Penalty: 3000.667969
	Iteration 3Q: 3 clusters Score -47771.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47783.546875 Penalty: 3000.667969
	Iteration 4Q: 3 clusters Score -47783.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47786.027344 Penalty: 3000.667969
	Iteration 5Q: 3 clusters Score -47786.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47787.101562 Penalty: 3000.667969
	Iteration 6Q: 3 clusters Score -47787.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47787.101562 Penalty: 3000.667969
	Iteration 7F: 3 clusters Score -47787.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -71811.976562 Penalty: 1610.825806
	Iteration 0F: 2 clusters Score -71811.98 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 340 members 
Entering Unmasked Estep 
Score: -70132.273438 Penalty: 3221.651611
	Iteration 0F: 3 clusters Score -70132.27 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -70351.664062 Penalty: 3221.651611
	Iteration 1F: 3 clusters Score -70351.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -70434.781250 Penalty: 3221.651611
	Iteration 2F: 3 clusters Score -70434.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -70478.820312 Penalty: 3221.651611
	Iteration 3Q: 3 clusters Score -70478.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -70509.265625 Penalty: 3221.651611
	Iteration 4Q: 3 clusters Score -70509.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -70517.507812 Penalty: 3221.651611
	Iteration 5Q: 3 clusters Score -70517.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -70517.507812 Penalty: 3221.651611
	Iteration 6F: 3 clusters Score -70517.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (249048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249048 members 
Entering Unmasked Estep 
Score: -30444956.000000 Penalty: 3081.499268
	Iteration 0F: 2 clusters Score -3.044496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124490 members 
Mstep: Class 2 contains 124558 members 
Entering Unmasked Estep 
Score: -30294420.000000 Penalty: 6162.998535
	Iteration 0F: 3 clusters Score -3.029442e+07 nChanged 120284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126992 members 
Mstep: Class 2 contains 122056 members 
Entering Unmasked Estep 
Score: -30366816.000000 Penalty: 6162.998535
	Iteration 1F: 3 clusters Score -3.036682e+07 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129569 members 
Mstep: Class 2 contains 119479 members 
Entering Unmasked Estep 
Score: -30369592.000000 Penalty: 6162.998535
	Iteration 2Q: 3 clusters Score -3.036959e+07 nChanged 10855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133708 members 
Mstep: Class 2 contains 115340 members 
Entering Unmasked Estep 
Score: -30374284.000000 Penalty: 6162.998535
	Iteration 3Q: 3 clusters Score -3.037428e+07 nChanged 13578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139628 members 
Mstep: Class 2 contains 109420 members 
Entering Unmasked Estep 
Score: -30380498.000000 Penalty: 6162.998535
	Iteration 4F: 3 clusters Score -3.03805e+07 nChanged 15779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147085 members 
Mstep: Class 2 contains 101963 members 
Entering Unmasked Estep 
Score: -30388292.000000 Penalty: 6162.998535
	Iteration 5F: 3 clusters Score -3.038829e+07 nChanged 16497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156100 members 
Mstep: Class 2 contains 92948 members 
Entering Unmasked Estep 
Score: -30396716.000000 Penalty: 6162.998535
	Iteration 6F: 3 clusters Score -3.039672e+07 nChanged 15345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166143 members 
Mstep: Class 2 contains 82905 members 
Entering Unmasked Estep 
Score: -30403790.000000 Penalty: 6162.998535
	Iteration 7F: 3 clusters Score -3.040379e+07 nChanged 13869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176916 members 
Mstep: Class 2 contains 72132 members 
Entering Unmasked Estep 
Score: -30408998.000000 Penalty: 6162.998535
	Iteration 8F: 3 clusters Score -3.0409e+07 nChanged 12419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188021 members 
Mstep: Class 2 contains 61027 members 
Entering Unmasked Estep 
Score: -30412570.000000 Penalty: 6162.998535
	Iteration 9Q: 3 clusters Score -3.041257e+07 nChanged 11560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199209 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -30416060.000000 Penalty: 6162.998535
	Iteration 10Q: 3 clusters Score -3.041606e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210080 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -30420586.000000 Penalty: 6162.998535
	Iteration 11Q: 3 clusters Score -3.042059e+07 nChanged 10028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220100 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -30425426.000000 Penalty: 6162.998535
	Iteration 12Q: 3 clusters Score -3.042543e+07 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228686 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -30429746.000000 Penalty: 6162.998535
	Iteration 13Q: 3 clusters Score -3.042975e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235371 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -30433708.000000 Penalty: 6162.998535
	Iteration 14Q: 3 clusters Score -3.043371e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240074 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -30436780.000000 Penalty: 6162.998535
	Iteration 15Q: 3 clusters Score -3.043678e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243268 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -30438982.000000 Penalty: 6162.998535
	Iteration 16Q: 3 clusters Score -3.043898e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245188 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -30440442.000000 Penalty: 6162.998535
	Iteration 17Q: 3 clusters Score -3.044044e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246286 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -30441194.000000 Penalty: 6162.998535
	Iteration 18Q: 3 clusters Score -3.044119e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246912 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -30441586.000000 Penalty: 6162.998535
	Iteration 19Q: 3 clusters Score -3.044159e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247308 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -30441950.000000 Penalty: 6162.998535
	Iteration 20F: 3 clusters Score -3.044195e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247574 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -30442094.000000 Penalty: 6162.998535
	Iteration 21Q: 3 clusters Score -3.044209e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247724 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -30442192.000000 Penalty: 6162.998535
	Iteration 22Q: 3 clusters Score -3.044219e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247820 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -30442278.000000 Penalty: 6162.998535
	Iteration 23Q: 3 clusters Score -3.044228e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247881 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -30442332.000000 Penalty: 6162.998535
	Iteration 24Q: 3 clusters Score -3.044233e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247934 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -30442398.000000 Penalty: 6162.998535
	Iteration 25Q: 3 clusters Score -3.04424e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247970 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -30442426.000000 Penalty: 6162.998535
	Iteration 26Q: 3 clusters Score -3.044243e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248005 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -30442472.000000 Penalty: 6162.998535
	Iteration 27Q: 3 clusters Score -3.044247e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248025 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -30442494.000000 Penalty: 6162.998535
	Iteration 28Q: 3 clusters Score -3.044249e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248053 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -30442508.000000 Penalty: 6162.998535
	Iteration 29Q: 3 clusters Score -3.044251e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248068 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -30442508.000000 Penalty: 6162.998535
	Iteration 30Q: 3 clusters Score -3.044251e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248074 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -30442532.000000 Penalty: 6162.998535
	Iteration 31Q: 3 clusters Score -3.044253e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248080 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -30442532.000000 Penalty: 6162.998535
	Iteration 32Q: 3 clusters Score -3.044253e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248081 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -30442498.000000 Penalty: 6162.998535
	Iteration 33Q: 3 clusters Score -3.04425e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248084 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -30442530.000000 Penalty: 6162.998535
	Iteration 34Q: 3 clusters Score -3.044253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248088 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -30442522.000000 Penalty: 6162.998535
	Iteration 35Q: 3 clusters Score -3.044252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248094 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -30442530.000000 Penalty: 6162.998535
	Iteration 36Q: 3 clusters Score -3.044253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248098 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -30442548.000000 Penalty: 6162.998535
	Iteration 37Q: 3 clusters Score -3.044255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248103 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -30442548.000000 Penalty: 6162.998535
	Iteration 38Q: 3 clusters Score -3.044255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248110 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -30442564.000000 Penalty: 6162.998535
	Iteration 39Q: 3 clusters Score -3.044256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248112 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -30442552.000000 Penalty: 6162.998535
	Iteration 40F: 3 clusters Score -3.044255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248115 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -30442564.000000 Penalty: 6162.998535
	Iteration 41Q: 3 clusters Score -3.044256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248116 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -30442562.000000 Penalty: 6162.998535
	Iteration 42Q: 3 clusters Score -3.044256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248116 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -30442562.000000 Penalty: 6162.998535
	Iteration 43F: 3 clusters Score -3.044256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6332 members 
Mstep: Class 3 contains 7990 members 
Mstep: Class 4 contains 22381 members 
Mstep: Class 5 contains 12926 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150140 members 
Mstep: Class 8 contains 26953 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15797 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 32191 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70038 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130204 members 
Mstep: Class 17 contains 54429 members 
Mstep: Class 18 contains 228734 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 55519 members 
Mstep: Class 21 contains 108135 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27453 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467920.000000 Penalty: 104923.953125
Iteration 239Q: 31 clusters Score -1.584679e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6332 members 
Mstep: Class 3 contains 7989 members 
Mstep: Class 4 contains 22381 members 
Mstep: Class 5 contains 12926 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150141 members 
Mstep: Class 8 contains 26953 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15795 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 32191 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70038 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130204 members 
Mstep: Class 17 contains 54429 members 
Mstep: Class 18 contains 228734 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 55520 members 
Mstep: Class 21 contains 108135 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27453 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467904.000000 Penalty: 104923.953125
Iteration 240F: 31 clusters Score -1.584679e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7989 members 
Mstep: Class 4 contains 22381 members 
Mstep: Class 5 contains 12926 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150141 members 
Mstep: Class 8 contains 26953 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15795 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 32191 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70038 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130204 members 
Mstep: Class 17 contains 54430 members 
Mstep: Class 18 contains 228734 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 55520 members 
Mstep: Class 21 contains 108135 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27453 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467904.000000 Penalty: 104923.953125
Iteration 241Q: 31 clusters Score -1.584679e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7989 members 
Mstep: Class 4 contains 22381 members 
Mstep: Class 5 contains 12925 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150141 members 
Mstep: Class 8 contains 26953 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15795 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 32191 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70038 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130204 members 
Mstep: Class 17 contains 54431 members 
Mstep: Class 18 contains 228734 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 55520 members 
Mstep: Class 21 contains 108135 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27453 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467904.000000 Penalty: 104923.953125
Iteration 242Q: 31 clusters Score -1.584679e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7989 members 
Mstep: Class 4 contains 22381 members 
Mstep: Class 5 contains 12926 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150141 members 
Mstep: Class 8 contains 26953 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15795 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 32191 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70037 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130203 members 
Mstep: Class 17 contains 54432 members 
Mstep: Class 18 contains 228734 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 55520 members 
Mstep: Class 21 contains 108135 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27453 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467904.000000 Penalty: 104923.953125
Iteration 243Q: 31 clusters Score -1.584679e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7989 members 
Mstep: Class 4 contains 22381 members 
Mstep: Class 5 contains 12926 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150141 members 
Mstep: Class 8 contains 26953 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15795 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 32191 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70038 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130202 members 
Mstep: Class 17 contains 54432 members 
Mstep: Class 18 contains 228734 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 55520 members 
Mstep: Class 21 contains 108135 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27453 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467904.000000 Penalty: 104923.953125
Iteration 244Q: 31 clusters Score -1.584679e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7989 members 
Mstep: Class 4 contains 22381 members 
Mstep: Class 5 contains 12926 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150141 members 
Mstep: Class 8 contains 26953 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15795 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 32191 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70039 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130202 members 
Mstep: Class 17 contains 54432 members 
Mstep: Class 18 contains 228734 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 55519 members 
Mstep: Class 21 contains 108135 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27453 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467920.000000 Penalty: 104923.953125
Iteration 245Q: 31 clusters Score -1.584679e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7989 members 
Mstep: Class 4 contains 22380 members 
Mstep: Class 5 contains 12926 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150141 members 
Mstep: Class 8 contains 26953 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15795 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 32190 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70040 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130202 members 
Mstep: Class 17 contains 54432 members 
Mstep: Class 18 contains 228734 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 55520 members 
Mstep: Class 21 contains 108135 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27453 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467888.000000 Penalty: 104923.953125
Iteration 246Q: 31 clusters Score -1.584679e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7989 members 
Mstep: Class 4 contains 22378 members 
Mstep: Class 5 contains 12926 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150141 members 
Mstep: Class 8 contains 26953 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15796 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 32190 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70040 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130202 members 
Mstep: Class 17 contains 54432 members 
Mstep: Class 18 contains 228734 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 55521 members 
Mstep: Class 21 contains 108135 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27453 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467888.000000 Penalty: 104923.953125
Iteration 247Q: 31 clusters Score -1.584679e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7989 members 
Mstep: Class 4 contains 22378 members 
Mstep: Class 5 contains 12925 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150141 members 
Mstep: Class 8 contains 26953 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15796 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 32190 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70040 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130202 members 
Mstep: Class 17 contains 54432 members 
Mstep: Class 18 contains 228734 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 55521 members 
Mstep: Class 21 contains 108135 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27453 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467840.000000 Penalty: 104923.953125
Iteration 248Q: 31 clusters Score -1.584678e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7989 members 
Mstep: Class 4 contains 22376 members 
Mstep: Class 5 contains 12924 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150141 members 
Mstep: Class 8 contains 26953 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15795 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 32190 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70040 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130202 members 
Mstep: Class 17 contains 54434 members 
Mstep: Class 18 contains 228734 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 55521 members 
Mstep: Class 21 contains 108135 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27453 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467872.000000 Penalty: 104923.953125
Iteration 249Q: 31 clusters Score -1.584679e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7989 members 
Mstep: Class 4 contains 22373 members 
Mstep: Class 5 contains 12923 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150141 members 
Mstep: Class 8 contains 26953 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15795 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 32190 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70040 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130202 members 
Mstep: Class 17 contains 54436 members 
Mstep: Class 18 contains 228734 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 55521 members 
Mstep: Class 21 contains 108135 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27452 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467872.000000 Penalty: 104923.953125
Iteration 250Q: 31 clusters Score -1.584679e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7989 members 
Mstep: Class 4 contains 22373 members 
Mstep: Class 5 contains 12923 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150141 members 
Mstep: Class 8 contains 26953 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15795 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 32190 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70040 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130202 members 
Mstep: Class 17 contains 54438 members 
Mstep: Class 18 contains 228734 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 55521 members 
Mstep: Class 21 contains 108133 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27452 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467872.000000 Penalty: 104923.953125
Iteration 251Q: 31 clusters Score -1.584679e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7989 members 
Mstep: Class 4 contains 22373 members 
Mstep: Class 5 contains 12923 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150141 members 
Mstep: Class 8 contains 26953 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15795 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 32190 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70040 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130202 members 
Mstep: Class 17 contains 54438 members 
Mstep: Class 18 contains 228734 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 55521 members 
Mstep: Class 21 contains 108132 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27452 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467936.000000 Penalty: 104923.953125
Iteration 252Q: 31 clusters Score -1.584679e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7989 members 
Mstep: Class 4 contains 22373 members 
Mstep: Class 5 contains 12922 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150141 members 
Mstep: Class 8 contains 26953 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15795 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 32189 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 70040 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130202 members 
Mstep: Class 17 contains 54439 members 
Mstep: Class 18 contains 228734 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 55521 members 
Mstep: Class 21 contains 108132 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27452 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467936.000000 Penalty: 104923.953125
Iteration 253Q: 31 clusters Score -1.584679e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7989 members 
Mstep: Class 4 contains 22373 members 
Mstep: Class 5 contains 12921 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150141 members 
Mstep: Class 8 contains 26953 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15795 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 32189 members 
Mstep: Class 13 contains 31442 members 
Mstep: Class 14 contains 70040 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130202 members 
Mstep: Class 17 contains 54438 members 
Mstep: Class 18 contains 228734 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 55521 members 
Mstep: Class 21 contains 108132 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27452 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467952.000000 Penalty: 104923.953125
Iteration 254Q: 31 clusters Score -1.58468e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 7989 members 
Mstep: Class 4 contains 22373 members 
Mstep: Class 5 contains 12921 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 150141 members 
Mstep: Class 8 contains 26953 members 
Mstep: Class 9 contains 148 members 
Mstep: Class 10 contains 15795 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 32189 members 
Mstep: Class 13 contains 31442 members 
Mstep: Class 14 contains 70040 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 130202 members 
Mstep: Class 17 contains 54438 members 
Mstep: Class 18 contains 228734 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 55521 members 
Mstep: Class 21 contains 108132 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 27452 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 249058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467952.000000 Penalty: 104923.953125
Iteration 255F: 31 clusters Score -1.58468e+08 nChanged 0
Entering ConstructFrom: 
Score: -158467952.000000 Penalty: 104923.953125
Entering ConstructFrom: 
Trying to split cluster 1 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -58340.859375 Penalty: 1553.322754
	Iteration 0F: 2 clusters Score -58340.86 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 242 members 
Entering Unmasked Estep 
Score: -56833.988281 Penalty: 3106.645508
	Iteration 0F: 3 clusters Score -56833.99 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57039.406250 Penalty: 3106.645508
	Iteration 1F: 3 clusters Score -57039.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -57093.632812 Penalty: 3106.645508
	Iteration 2F: 3 clusters Score -57093.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57115.218750 Penalty: 3106.645508
	Iteration 3Q: 3 clusters Score -57115.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -57123.152344 Penalty: 3106.645508
	Iteration 4Q: 3 clusters Score -57123.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57132.906250 Penalty: 3106.645508
	Iteration 5Q: 3 clusters Score -57132.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57136.156250 Penalty: 3106.645508
	Iteration 6Q: 3 clusters Score -57136.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57136.156250 Penalty: 3106.645508
	Iteration 7F: 3 clusters Score -57136.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Entering Unmasked Estep 
Score: -730335.750000 Penalty: 2170.797119
	Iteration 0F: 2 clusters Score -730335.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -725003.500000 Penalty: 4341.594238
	Iteration 0F: 3 clusters Score -725003.5 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -726367.687500 Penalty: 4341.594238
	Iteration 1F: 3 clusters Score -726367.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -726565.562500 Penalty: 4341.594238
	Iteration 2F: 3 clusters Score -726565.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -726686.437500 Penalty: 4341.594238
	Iteration 3Q: 3 clusters Score -726686.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -726777.437500 Penalty: 4341.594238
	Iteration 4Q: 3 clusters Score -726777.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -726845.312500 Penalty: 4341.594238
	Iteration 5Q: 3 clusters Score -726845.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -726883.437500 Penalty: 4341.594238
	Iteration 6Q: 3 clusters Score -726883.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -726908.437500 Penalty: 4341.594238
	Iteration 7Q: 3 clusters Score -726908.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -726933.687500 Penalty: 4341.594238
	Iteration 8Q: 3 clusters Score -726933.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -726962.062500 Penalty: 4341.594238
	Iteration 9Q: 3 clusters Score -726962.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -726990.500000 Penalty: 4341.594238
	Iteration 10Q: 3 clusters Score -726990.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -727022.687500 Penalty: 4341.594238
	Iteration 11Q: 3 clusters Score -727022.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -727054.812500 Penalty: 4341.594238
	Iteration 12Q: 3 clusters Score -727054.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -727096.750000 Penalty: 4341.594238
	Iteration 13Q: 3 clusters Score -727096.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -727145.937500 Penalty: 4341.594238
	Iteration 14Q: 3 clusters Score -727145.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -727193.375000 Penalty: 4341.594238
	Iteration 15Q: 3 clusters Score -727193.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -727238.500000 Penalty: 4341.594238
	Iteration 16Q: 3 clusters Score -727238.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -727301.562500 Penalty: 4341.594238
	Iteration 17Q: 3 clusters Score -727301.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -727374.187500 Penalty: 4341.594238
	Iteration 18Q: 3 clusters Score -727374.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -727462.750000 Penalty: 4341.594238
	Iteration 19Q: 3 clusters Score -727462.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -727565.500000 Penalty: 4341.594238
	Iteration 20F: 3 clusters Score -727565.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -727686.437500 Penalty: 4341.594238
	Iteration 21Q: 3 clusters Score -727686.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -727805.875000 Penalty: 4341.594238
	Iteration 22Q: 3 clusters Score -727805.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -727904.125000 Penalty: 4341.594238
	Iteration 23Q: 3 clusters Score -727904.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -727987.750000 Penalty: 4341.594238
	Iteration 24Q: 3 clusters Score -727987.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -728084.875000 Penalty: 4341.594238
	Iteration 25Q: 3 clusters Score -728084.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -728172.937500 Penalty: 4341.594238
	Iteration 26Q: 3 clusters Score -728172.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -728237.250000 Penalty: 4341.594238
	Iteration 27Q: 3 clusters Score -728237.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -728285.187500 Penalty: 4341.594238
	Iteration 28Q: 3 clusters Score -728285.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -728338.500000 Penalty: 4341.594238
	Iteration 29Q: 3 clusters Score -728338.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -728380.187500 Penalty: 4341.594238
	Iteration 30Q: 3 clusters Score -728380.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -728409.437500 Penalty: 4341.594238
	Iteration 31Q: 3 clusters Score -728409.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -728432.062500 Penalty: 4341.594238
	Iteration 32Q: 3 clusters Score -728432.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -728451.750000 Penalty: 4341.594238
	Iteration 33Q: 3 clusters Score -728451.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -728466.187500 Penalty: 4341.594238
	Iteration 34Q: 3 clusters Score -728466.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -728481.125000 Penalty: 4341.594238
	Iteration 35Q: 3 clusters Score -728481.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -728490.437500 Penalty: 4341.594238
	Iteration 36Q: 3 clusters Score -728490.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -728502.000000 Penalty: 4341.594238
	Iteration 37Q: 3 clusters Score -728502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -728509.875000 Penalty: 4341.594238
	Iteration 38Q: 3 clusters Score -728509.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -728511.750000 Penalty: 4341.594238
	Iteration 39Q: 3 clusters Score -728511.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -728513.750000 Penalty: 4341.594238
	Iteration 40F: 3 clusters Score -728513.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -728516.937500 Penalty: 4341.594238
	Iteration 41Q: 3 clusters Score -728516.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -728517.250000 Penalty: 4341.594238
	Iteration 42Q: 3 clusters Score -728517.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -728517.250000 Penalty: 4341.594238
	Iteration 43F: 3 clusters Score -728517.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Entering Unmasked Estep 
Score: -973904.500000 Penalty: 2228.483643
	Iteration 0F: 2 clusters Score -973904.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -967549.125000 Penalty: 4456.967285
	Iteration 0F: 3 clusters Score -967549.1 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -969308.875000 Penalty: 4456.967285
	Iteration 1F: 3 clusters Score -969308.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -969574.250000 Penalty: 4456.967285
	Iteration 2F: 3 clusters Score -969574.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -969802.687500 Penalty: 4456.967285
	Iteration 3F: 3 clusters Score -969802.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -970023.875000 Penalty: 4456.967285
	Iteration 4Q: 3 clusters Score -970023.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -970202.375000 Penalty: 4456.967285
	Iteration 5Q: 3 clusters Score -970202.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -970398.625000 Penalty: 4456.967285
	Iteration 6Q: 3 clusters Score -970398.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -970607.500000 Penalty: 4456.967285
	Iteration 7Q: 3 clusters Score -970607.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -970814.750000 Penalty: 4456.967285
	Iteration 8Q: 3 clusters Score -970814.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -970987.437500 Penalty: 4456.967285
	Iteration 9Q: 3 clusters Score -970987.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -971135.312500 Penalty: 4456.967285
	Iteration 10Q: 3 clusters Score -971135.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -971229.187500 Penalty: 4456.967285
	Iteration 11Q: 3 clusters Score -971229.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -971302.687500 Penalty: 4456.967285
	Iteration 12Q: 3 clusters Score -971302.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -971381.937500 Penalty: 4456.967285
	Iteration 13Q: 3 clusters Score -971381.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -971449.687500 Penalty: 4456.967285
	Iteration 14Q: 3 clusters Score -971449.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -971515.312500 Penalty: 4456.967285
	Iteration 15Q: 3 clusters Score -971515.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -971577.687500 Penalty: 4456.967285
	Iteration 16Q: 3 clusters Score -971577.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -971639.625000 Penalty: 4456.967285
	Iteration 17Q: 3 clusters Score -971639.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -971689.812500 Penalty: 4456.967285
	Iteration 18Q: 3 clusters Score -971689.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -971737.562500 Penalty: 4456.967285
	Iteration 19Q: 3 clusters Score -971737.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -971774.562500 Penalty: 4456.967285
	Iteration 20F: 3 clusters Score -971774.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -971802.000000 Penalty: 4456.967285
	Iteration 21Q: 3 clusters Score -971802 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -971823.812500 Penalty: 4456.967285
	Iteration 22Q: 3 clusters Score -971823.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -971848.062500 Penalty: 4456.967285
	Iteration 23Q: 3 clusters Score -971848.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -971863.375000 Penalty: 4456.967285
	Iteration 24Q: 3 clusters Score -971863.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -971879.312500 Penalty: 4456.967285
	Iteration 25Q: 3 clusters Score -971879.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -971890.062500 Penalty: 4456.967285
	Iteration 26Q: 3 clusters Score -971890.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -971900.937500 Penalty: 4456.967285
	Iteration 27Q: 3 clusters Score -971900.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -971906.437500 Penalty: 4456.967285
	Iteration 28Q: 3 clusters Score -971906.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -971907.937500 Penalty: 4456.967285
	Iteration 29Q: 3 clusters Score -971907.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -971915.437500 Penalty: 4456.967285
	Iteration 30Q: 3 clusters Score -971915.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -971921.187500 Penalty: 4456.967285
	Iteration 31Q: 3 clusters Score -971921.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -971922.937500 Penalty: 4456.967285
	Iteration 32Q: 3 clusters Score -971922.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -971928.875000 Penalty: 4456.967285
	Iteration 33Q: 3 clusters Score -971928.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -971933.062500 Penalty: 4456.967285
	Iteration 34Q: 3 clusters Score -971933.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -971935.750000 Penalty: 4456.967285
	Iteration 35Q: 3 clusters Score -971935.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -971940.375000 Penalty: 4456.967285
	Iteration 36Q: 3 clusters Score -971940.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -971940.750000 Penalty: 4456.967285
	Iteration 37Q: 3 clusters Score -971940.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -971944.562500 Penalty: 4456.967285
	Iteration 38Q: 3 clusters Score -971944.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -971947.312500 Penalty: 4456.967285
	Iteration 39Q: 3 clusters Score -971947.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -971948.750000 Penalty: 4456.967285
	Iteration 40F: 3 clusters Score -971948.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -971953.125000 Penalty: 4456.967285
	Iteration 41Q: 3 clusters Score -971953.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -971955.937500 Penalty: 4456.967285
	Iteration 42Q: 3 clusters Score -971955.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -971957.125000 Penalty: 4456.967285
	Iteration 43Q: 3 clusters Score -971957.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -971958.812500 Penalty: 4456.967285
	Iteration 44Q: 3 clusters Score -971958.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -971961.125000 Penalty: 4456.967285
	Iteration 45Q: 3 clusters Score -971961.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -971963.062500 Penalty: 4456.967285
	Iteration 46Q: 3 clusters Score -971963.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -971965.500000 Penalty: 4456.967285
	Iteration 47Q: 3 clusters Score -971965.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -971966.125000 Penalty: 4456.967285
	Iteration 48Q: 3 clusters Score -971966.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -971966.125000 Penalty: 4456.967285
	Iteration 49F: 3 clusters Score -971966.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Entering Unmasked Estep 
Score: -2709828.750000 Penalty: 2483.871094
	Iteration 0F: 2 clusters Score -2709829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2694038.250000 Penalty: 4967.742188
	Iteration 0F: 3 clusters Score -2694038 nChanged 9988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2699488.750000 Penalty: 4967.742188
	Iteration 1F: 3 clusters Score -2699489 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2700091.500000 Penalty: 4967.742188
	Iteration 2F: 3 clusters Score -2700092 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2700763.000000 Penalty: 4967.742188
	Iteration 3F: 3 clusters Score -2700763 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2701572.250000 Penalty: 4967.742188
	Iteration 4F: 3 clusters Score -2701572 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2702476.500000 Penalty: 4967.742188
	Iteration 5F: 3 clusters Score -2702476 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2703334.750000 Penalty: 4967.742188
	Iteration 6F: 3 clusters Score -2703335 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2704008.500000 Penalty: 4967.742188
	Iteration 7F: 3 clusters Score -2704008 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2704490.000000 Penalty: 4967.742188
	Iteration 8Q: 3 clusters Score -2704490 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2704865.250000 Penalty: 4967.742188
	Iteration 9Q: 3 clusters Score -2704865 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2705136.250000 Penalty: 4967.742188
	Iteration 10Q: 3 clusters Score -2705136 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2705355.000000 Penalty: 4967.742188
	Iteration 11Q: 3 clusters Score -2705355 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2705580.000000 Penalty: 4967.742188
	Iteration 12Q: 3 clusters Score -2705580 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2705792.750000 Penalty: 4967.742188
	Iteration 13Q: 3 clusters Score -2705793 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2706009.000000 Penalty: 4967.742188
	Iteration 14Q: 3 clusters Score -2706009 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2706225.750000 Penalty: 4967.742188
	Iteration 15Q: 3 clusters Score -2706226 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2706462.000000 Penalty: 4967.742188
	Iteration 16Q: 3 clusters Score -2706462 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2706695.500000 Penalty: 4967.742188
	Iteration 17Q: 3 clusters Score -2706696 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2706943.500000 Penalty: 4967.742188
	Iteration 18Q: 3 clusters Score -2706944 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2707129.750000 Penalty: 4967.742188
	Iteration 19Q: 3 clusters Score -2707130 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -2707318.000000 Penalty: 4967.742188
	Iteration 20F: 3 clusters Score -2707318 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2707465.750000 Penalty: 4967.742188
	Iteration 21Q: 3 clusters Score -2707466 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2707551.000000 Penalty: 4967.742188
	Iteration 22Q: 3 clusters Score -2707551 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2707621.250000 Penalty: 4967.742188
	Iteration 23Q: 3 clusters Score -2707621 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2707690.750000 Penalty: 4967.742188
	Iteration 24Q: 3 clusters Score -2707691 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -2707723.500000 Penalty: 4967.742188
	Iteration 25Q: 3 clusters Score -2707724 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2707765.000000 Penalty: 4967.742188
	Iteration 26Q: 3 clusters Score -2707765 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2707817.000000 Penalty: 4967.742188
	Iteration 27Q: 3 clusters Score -2707817 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -2707848.000000 Penalty: 4967.742188
	Iteration 28Q: 3 clusters Score -2707848 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -2707868.250000 Penalty: 4967.742188
	Iteration 29Q: 3 clusters Score -2707868 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2707896.750000 Penalty: 4967.742188
	Iteration 30Q: 3 clusters Score -2707897 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -2707919.500000 Penalty: 4967.742188
	Iteration 31Q: 3 clusters Score -2707920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -2707938.500000 Penalty: 4967.742188
	Iteration 32Q: 3 clusters Score -2707938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2707950.500000 Penalty: 4967.742188
	Iteration 33Q: 3 clusters Score -2707950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2707964.250000 Penalty: 4967.742188
	Iteration 34Q: 3 clusters Score -2707964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2707981.000000 Penalty: 4967.742188
	Iteration 35Q: 3 clusters Score -2707981 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -2707989.000000 Penalty: 4967.742188
	Iteration 36Q: 3 clusters Score -2707989 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -2707994.500000 Penalty: 4967.742188
	Iteration 37Q: 3 clusters Score -2707994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2708004.750000 Penalty: 4967.742188
	Iteration 38Q: 3 clusters Score -2708005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2708008.250000 Penalty: 4967.742188
	Iteration 39Q: 3 clusters Score -2708008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -2708011.250000 Penalty: 4967.742188
	Iteration 40F: 3 clusters Score -2708011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -2708008.750000 Penalty: 4967.742188
	Iteration 41Q: 3 clusters Score -2708009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2708012.000000 Penalty: 4967.742188
	Iteration 42Q: 3 clusters Score -2708012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -2708007.500000 Penalty: 4967.742188
	Iteration 43Q: 3 clusters Score -2708008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -2708013.500000 Penalty: 4967.742188
	Iteration 44Q: 3 clusters Score -2708014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -2708015.500000 Penalty: 4967.742188
	Iteration 45Q: 3 clusters Score -2708016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -2708016.250000 Penalty: 4967.742188
	Iteration 46Q: 3 clusters Score -2708016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2708016.750000 Penalty: 4967.742188
	Iteration 47Q: 3 clusters Score -2708017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2708016.750000 Penalty: 4967.742188
	Iteration 48F: 3 clusters Score -2708017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Entering Unmasked Estep 
Score: -1482129.500000 Penalty: 2347.718994
	Iteration 0F: 2 clusters Score -1482130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1472656.875000 Penalty: 4695.437988
	Iteration 0F: 3 clusters Score -1472657 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1475630.250000 Penalty: 4695.437988
	Iteration 1F: 3 clusters Score -1475630 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1476035.875000 Penalty: 4695.437988
	Iteration 2F: 3 clusters Score -1476036 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1476371.125000 Penalty: 4695.437988
	Iteration 3F: 3 clusters Score -1476371 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1476715.500000 Penalty: 4695.437988
	Iteration 4F: 3 clusters Score -1476716 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1477037.625000 Penalty: 4695.437988
	Iteration 5Q: 3 clusters Score -1477038 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1477385.125000 Penalty: 4695.437988
	Iteration 6Q: 3 clusters Score -1477385 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1477721.750000 Penalty: 4695.437988
	Iteration 7Q: 3 clusters Score -1477722 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1478047.000000 Penalty: 4695.437988
	Iteration 8Q: 3 clusters Score -1478047 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1478379.250000 Penalty: 4695.437988
	Iteration 9Q: 3 clusters Score -1478379 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1478679.000000 Penalty: 4695.437988
	Iteration 10Q: 3 clusters Score -1478679 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1478936.625000 Penalty: 4695.437988
	Iteration 11Q: 3 clusters Score -1478937 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1479141.750000 Penalty: 4695.437988
	Iteration 12Q: 3 clusters Score -1479142 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1479333.625000 Penalty: 4695.437988
	Iteration 13Q: 3 clusters Score -1479334 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1479481.000000 Penalty: 4695.437988
	Iteration 14Q: 3 clusters Score -1479481 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1479612.500000 Penalty: 4695.437988
	Iteration 15Q: 3 clusters Score -1479612 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1479727.250000 Penalty: 4695.437988
	Iteration 16Q: 3 clusters Score -1479727 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1479824.125000 Penalty: 4695.437988
	Iteration 17Q: 3 clusters Score -1479824 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1479904.375000 Penalty: 4695.437988
	Iteration 18Q: 3 clusters Score -1479904 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1479973.250000 Penalty: 4695.437988
	Iteration 19Q: 3 clusters Score -1479973 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1480036.625000 Penalty: 4695.437988
	Iteration 20F: 3 clusters Score -1480037 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1480087.750000 Penalty: 4695.437988
	Iteration 21Q: 3 clusters Score -1480088 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1480130.500000 Penalty: 4695.437988
	Iteration 22Q: 3 clusters Score -1480130 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1480150.500000 Penalty: 4695.437988
	Iteration 23Q: 3 clusters Score -1480150 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1480171.000000 Penalty: 4695.437988
	Iteration 24Q: 3 clusters Score -1480171 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1480189.375000 Penalty: 4695.437988
	Iteration 25Q: 3 clusters Score -1480189 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1480206.500000 Penalty: 4695.437988
	Iteration 26Q: 3 clusters Score -1480206 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1480218.500000 Penalty: 4695.437988
	Iteration 27Q: 3 clusters Score -1480218 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1480235.375000 Penalty: 4695.437988
	Iteration 28Q: 3 clusters Score -1480235 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1480240.875000 Penalty: 4695.437988
	Iteration 29Q: 3 clusters Score -1480241 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1480253.875000 Penalty: 4695.437988
	Iteration 30Q: 3 clusters Score -1480254 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1480262.125000 Penalty: 4695.437988
	Iteration 31Q: 3 clusters Score -1480262 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1480272.625000 Penalty: 4695.437988
	Iteration 32Q: 3 clusters Score -1480273 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1480280.000000 Penalty: 4695.437988
	Iteration 33Q: 3 clusters Score -1480280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1480283.250000 Penalty: 4695.437988
	Iteration 34Q: 3 clusters Score -1480283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1480289.875000 Penalty: 4695.437988
	Iteration 35Q: 3 clusters Score -1480290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1480297.500000 Penalty: 4695.437988
	Iteration 36Q: 3 clusters Score -1480298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1480298.000000 Penalty: 4695.437988
	Iteration 37Q: 3 clusters Score -1480298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1480300.875000 Penalty: 4695.437988
	Iteration 38Q: 3 clusters Score -1480301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1480302.375000 Penalty: 4695.437988
	Iteration 39Q: 3 clusters Score -1480302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1480300.000000 Penalty: 4695.437988
	Iteration 40F: 3 clusters Score -1480300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1480300.375000 Penalty: 4695.437988
	Iteration 41Q: 3 clusters Score -1480300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1480298.750000 Penalty: 4695.437988
	Iteration 42Q: 3 clusters Score -1480299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1480301.375000 Penalty: 4695.437988
	Iteration 43Q: 3 clusters Score -1480301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1480301.875000 Penalty: 4695.437988
	Iteration 44Q: 3 clusters Score -1480302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1480301.625000 Penalty: 4695.437988
	Iteration 45Q: 3 clusters Score -1480302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1480301.625000 Penalty: 4695.437988
	Iteration 46Q: 3 clusters Score -1480302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1480299.750000 Penalty: 4695.437988
	Iteration 47Q: 3 clusters Score -1480300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1480298.375000 Penalty: 4695.437988
	Iteration 48Q: 3 clusters Score -1480298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1480299.750000 Penalty: 4695.437988
	Iteration 49Q: 3 clusters Score -1480300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1480300.750000 Penalty: 4695.437988
	Iteration 50Q: 3 clusters Score -1480301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1480300.500000 Penalty: 4695.437988
	Iteration 51Q: 3 clusters Score -1480300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1480298.750000 Penalty: 4695.437988
	Iteration 52Q: 3 clusters Score -1480299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1480300.000000 Penalty: 4695.437988
	Iteration 53Q: 3 clusters Score -1480300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1480300.500000 Penalty: 4695.437988
	Iteration 54Q: 3 clusters Score -1480300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1480300.500000 Penalty: 4695.437988
	Iteration 55F: 3 clusters Score -1480300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Entering Unmasked Estep 
Score: -4683584.500000 Penalty: 2616.864258
	Iteration 0F: 2 clusters Score -4683584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -4657797.000000 Penalty: 5233.728516
	Iteration 0F: 3 clusters Score -4657797 nChanged 17458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -4667418.000000 Penalty: 5233.728516
	Iteration 1F: 3 clusters Score -4667418 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -4668225.500000 Penalty: 5233.728516
	Iteration 2F: 3 clusters Score -4668226 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -4669180.500000 Penalty: 5233.728516
	Iteration 3F: 3 clusters Score -4669180 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -4670279.500000 Penalty: 5233.728516
	Iteration 4F: 3 clusters Score -4670280 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -4671560.500000 Penalty: 5233.728516
	Iteration 5F: 3 clusters Score -4671560 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -4673035.500000 Penalty: 5233.728516
	Iteration 6F: 3 clusters Score -4673036 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -4674729.000000 Penalty: 5233.728516
	Iteration 7F: 3 clusters Score -4674729 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -4676276.000000 Penalty: 5233.728516
	Iteration 8F: 3 clusters Score -4676276 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -4677699.500000 Penalty: 5233.728516
	Iteration 9F: 3 clusters Score -4677700 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -4678863.500000 Penalty: 5233.728516
	Iteration 10Q: 3 clusters Score -4678864 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -4679689.500000 Penalty: 5233.728516
	Iteration 11Q: 3 clusters Score -4679690 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -4680278.000000 Penalty: 5233.728516
	Iteration 12Q: 3 clusters Score -4680278 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -4680636.500000 Penalty: 5233.728516
	Iteration 13Q: 3 clusters Score -4680636 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -4680903.500000 Penalty: 5233.728516
	Iteration 14Q: 3 clusters Score -4680904 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -4681062.500000 Penalty: 5233.728516
	Iteration 15Q: 3 clusters Score -4681062 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -4681205.500000 Penalty: 5233.728516
	Iteration 16Q: 3 clusters Score -4681206 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -4681281.000000 Penalty: 5233.728516
	Iteration 17Q: 3 clusters Score -4681281 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -4681344.500000 Penalty: 5233.728516
	Iteration 18Q: 3 clusters Score -4681344 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -4681388.000000 Penalty: 5233.728516
	Iteration 19Q: 3 clusters Score -4681388 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -4681428.000000 Penalty: 5233.728516
	Iteration 20F: 3 clusters Score -4681428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -4681442.500000 Penalty: 5233.728516
	Iteration 21Q: 3 clusters Score -4681442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -4681459.500000 Penalty: 5233.728516
	Iteration 22Q: 3 clusters Score -4681460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -4681482.000000 Penalty: 5233.728516
	Iteration 23Q: 3 clusters Score -4681482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -4681494.000000 Penalty: 5233.728516
	Iteration 24Q: 3 clusters Score -4681494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -4681501.500000 Penalty: 5233.728516
	Iteration 25Q: 3 clusters Score -4681502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -4681506.000000 Penalty: 5233.728516
	Iteration 26Q: 3 clusters Score -4681506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -4681518.000000 Penalty: 5233.728516
	Iteration 27Q: 3 clusters Score -4681518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -4681527.500000 Penalty: 5233.728516
	Iteration 28Q: 3 clusters Score -4681528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -4681545.000000 Penalty: 5233.728516
	Iteration 29Q: 3 clusters Score -4681545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -4681549.000000 Penalty: 5233.728516
	Iteration 30Q: 3 clusters Score -4681549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -4681545.000000 Penalty: 5233.728516
	Iteration 31Q: 3 clusters Score -4681545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -4681549.500000 Penalty: 5233.728516
	Iteration 32Q: 3 clusters Score -4681550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -4681549.500000 Penalty: 5233.728516
	Iteration 33F: 3 clusters Score -4681550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (150141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150141 members 
Entering Unmasked Estep 
Score: -18217174.000000 Penalty: 2955.993896
	Iteration 0F: 2 clusters Score -1.821717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74763 members 
Mstep: Class 2 contains 75378 members 
Entering Unmasked Estep 
Score: -18116532.000000 Penalty: 5911.987793
	Iteration 0F: 3 clusters Score -1.811653e+07 nChanged 71961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70374 members 
Mstep: Class 2 contains 79767 members 
Entering Unmasked Estep 
Score: -18158618.000000 Penalty: 5911.987793
	Iteration 1F: 3 clusters Score -1.815862e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67459 members 
Mstep: Class 2 contains 82682 members 
Entering Unmasked Estep 
Score: -18160130.000000 Penalty: 5911.987793
	Iteration 2Q: 3 clusters Score -1.816013e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62955 members 
Mstep: Class 2 contains 87186 members 
Entering Unmasked Estep 
Score: -18162416.000000 Penalty: 5911.987793
	Iteration 3Q: 3 clusters Score -1.816242e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 93997 members 
Entering Unmasked Estep 
Score: -18166502.000000 Penalty: 5911.987793
	Iteration 4F: 3 clusters Score -1.81665e+07 nChanged 10560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46556 members 
Mstep: Class 2 contains 103585 members 
Entering Unmasked Estep 
Score: -18173384.000000 Penalty: 5911.987793
	Iteration 5F: 3 clusters Score -1.817338e+07 nChanged 12532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 115491 members 
Entering Unmasked Estep 
Score: -18183220.000000 Penalty: 5911.987793
	Iteration 6F: 3 clusters Score -1.818322e+07 nChanged 12726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 127997 members 
Entering Unmasked Estep 
Score: -18194612.000000 Penalty: 5911.987793
	Iteration 7F: 3 clusters Score -1.819461e+07 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 138045 members 
Entering Unmasked Estep 
Score: -18204492.000000 Penalty: 5911.987793
	Iteration 8F: 3 clusters Score -1.820449e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 143961 members 
Entering Unmasked Estep 
Score: -18210396.000000 Penalty: 5911.987793
	Iteration 9Q: 3 clusters Score -1.82104e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 146563 members 
Entering Unmasked Estep 
Score: -18213098.000000 Penalty: 5911.987793
	Iteration 10Q: 3 clusters Score -1.82131e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 147461 members 
Entering Unmasked Estep 
Score: -18214442.000000 Penalty: 5911.987793
	Iteration 11Q: 3 clusters Score -1.821444e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 147683 members 
Entering Unmasked Estep 
Score: -18214978.000000 Penalty: 5911.987793
	Iteration 12Q: 3 clusters Score -1.821498e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 147742 members 
Entering Unmasked Estep 
Score: -18215254.000000 Penalty: 5911.987793
	Iteration 13Q: 3 clusters Score -1.821525e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 147743 members 
Entering Unmasked Estep 
Score: -18215302.000000 Penalty: 5911.987793
	Iteration 14Q: 3 clusters Score -1.82153e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 147759 members 
Entering Unmasked Estep 
Score: -18215346.000000 Penalty: 5911.987793
	Iteration 15Q: 3 clusters Score -1.821535e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 147765 members 
Entering Unmasked Estep 
Score: -18215336.000000 Penalty: 5911.987793
	Iteration 16Q: 3 clusters Score -1.821534e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 147766 members 
Entering Unmasked Estep 
Score: -18215382.000000 Penalty: 5911.987793
	Iteration 17Q: 3 clusters Score -1.821538e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 147766 members 
Entering Unmasked Estep 
Score: -18215400.000000 Penalty: 5911.987793
	Iteration 18Q: 3 clusters Score -1.82154e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 147771 members 
Entering Unmasked Estep 
Score: -18215392.000000 Penalty: 5911.987793
	Iteration 19Q: 3 clusters Score -1.821539e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 147777 members 
Entering Unmasked Estep 
Score: -18215390.000000 Penalty: 5911.987793
	Iteration 20F: 3 clusters Score -1.821539e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 147787 members 
Entering Unmasked Estep 
Score: -18215388.000000 Penalty: 5911.987793
	Iteration 21Q: 3 clusters Score -1.821539e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 147796 members 
Entering Unmasked Estep 
Score: -18215382.000000 Penalty: 5911.987793
	Iteration 22Q: 3 clusters Score -1.821538e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 147798 members 
Entering Unmasked Estep 
Score: -18215374.000000 Penalty: 5911.987793
	Iteration 23Q: 3 clusters Score -1.821537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 147800 members 
Entering Unmasked Estep 
Score: -18215376.000000 Penalty: 5911.987793
	Iteration 24Q: 3 clusters Score -1.821538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 147799 members 
Entering Unmasked Estep 
Score: -18215384.000000 Penalty: 5911.987793
	Iteration 25Q: 3 clusters Score -1.821538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 147792 members 
Entering Unmasked Estep 
Score: -18215388.000000 Penalty: 5911.987793
	Iteration 26Q: 3 clusters Score -1.821539e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 147788 members 
Entering Unmasked Estep 
Score: -18215390.000000 Penalty: 5911.987793
	Iteration 27Q: 3 clusters Score -1.821539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 147783 members 
Entering Unmasked Estep 
Score: -18215384.000000 Penalty: 5911.987793
	Iteration 28Q: 3 clusters Score -1.821538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 147780 members 
Entering Unmasked Estep 
Score: -18215384.000000 Penalty: 5911.987793
	Iteration 29Q: 3 clusters Score -1.821538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 147780 members 
Entering Unmasked Estep 
Score: -18215382.000000 Penalty: 5911.987793
	Iteration 30Q: 3 clusters Score -1.821538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 147778 members 
Entering Unmasked Estep 
Score: -18215394.000000 Penalty: 5911.987793
	Iteration 31Q: 3 clusters Score -1.821539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 147773 members 
Entering Unmasked Estep 
Score: -18215382.000000 Penalty: 5911.987793
	Iteration 32Q: 3 clusters Score -1.821538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 147772 members 
Entering Unmasked Estep 
Score: -18215396.000000 Penalty: 5911.987793
	Iteration 33Q: 3 clusters Score -1.82154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 147773 members 
Entering Unmasked Estep 
Score: -18215380.000000 Penalty: 5911.987793
	Iteration 34Q: 3 clusters Score -1.821538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 147773 members 
Entering Unmasked Estep 
Score: -18215380.000000 Penalty: 5911.987793
	Iteration 35F: 3 clusters Score -1.821538e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Entering Unmasked Estep 
Score: -3297310.250000 Penalty: 2530.058838
	Iteration 0F: 2 clusters Score -3297310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -3278787.000000 Penalty: 5060.117676
	Iteration 0F: 3 clusters Score -3278787 nChanged 12007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3285336.250000 Penalty: 5060.117676
	Iteration 1F: 3 clusters Score -3285336 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -3285890.750000 Penalty: 5060.117676
	Iteration 2F: 3 clusters Score -3285891 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3286360.250000 Penalty: 5060.117676
	Iteration 3Q: 3 clusters Score -3286360 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -3286775.750000 Penalty: 5060.117676
	Iteration 4Q: 3 clusters Score -3286776 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -3287170.750000 Penalty: 5060.117676
	Iteration 5Q: 3 clusters Score -3287171 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -3287553.500000 Penalty: 5060.117676
	Iteration 6Q: 3 clusters Score -3287554 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -3287924.250000 Penalty: 5060.117676
	Iteration 7Q: 3 clusters Score -3287924 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -3288250.750000 Penalty: 5060.117676
	Iteration 8Q: 3 clusters Score -3288251 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -3288548.500000 Penalty: 5060.117676
	Iteration 9Q: 3 clusters Score -3288548 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -3288830.750000 Penalty: 5060.117676
	Iteration 10Q: 3 clusters Score -3288831 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -3289086.000000 Penalty: 5060.117676
	Iteration 11Q: 3 clusters Score -3289086 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3289313.500000 Penalty: 5060.117676
	Iteration 12Q: 3 clusters Score -3289314 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -3289549.500000 Penalty: 5060.117676
	Iteration 13Q: 3 clusters Score -3289550 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -3289775.750000 Penalty: 5060.117676
	Iteration 14Q: 3 clusters Score -3289776 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -3290022.500000 Penalty: 5060.117676
	Iteration 15Q: 3 clusters Score -3290022 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -3290261.750000 Penalty: 5060.117676
	Iteration 16Q: 3 clusters Score -3290262 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -3290543.000000 Penalty: 5060.117676
	Iteration 17Q: 3 clusters Score -3290543 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -3290843.500000 Penalty: 5060.117676
	Iteration 18Q: 3 clusters Score -3290844 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -3291185.750000 Penalty: 5060.117676
	Iteration 19Q: 3 clusters Score -3291186 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -3291553.250000 Penalty: 5060.117676
	Iteration 20F: 3 clusters Score -3291553 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -3291966.500000 Penalty: 5060.117676
	Iteration 21Q: 3 clusters Score -3291966 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -3292399.250000 Penalty: 5060.117676
	Iteration 22Q: 3 clusters Score -3292399 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -3292882.000000 Penalty: 5060.117676
	Iteration 23Q: 3 clusters Score -3292882 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -3293371.000000 Penalty: 5060.117676
	Iteration 24Q: 3 clusters Score -3293371 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -3293837.750000 Penalty: 5060.117676
	Iteration 25Q: 3 clusters Score -3293838 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3294242.250000 Penalty: 5060.117676
	Iteration 26Q: 3 clusters Score -3294242 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3294493.500000 Penalty: 5060.117676
	Iteration 27Q: 3 clusters Score -3294494 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3294687.000000 Penalty: 5060.117676
	Iteration 28Q: 3 clusters Score -3294687 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3294822.500000 Penalty: 5060.117676
	Iteration 29Q: 3 clusters Score -3294822 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3294916.000000 Penalty: 5060.117676
	Iteration 30Q: 3 clusters Score -3294916 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3294977.750000 Penalty: 5060.117676
	Iteration 31Q: 3 clusters Score -3294978 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3295039.750000 Penalty: 5060.117676
	Iteration 32Q: 3 clusters Score -3295040 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3295096.000000 Penalty: 5060.117676
	Iteration 33Q: 3 clusters Score -3295096 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3295164.250000 Penalty: 5060.117676
	Iteration 34Q: 3 clusters Score -3295164 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3295207.250000 Penalty: 5060.117676
	Iteration 35Q: 3 clusters Score -3295207 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3295244.000000 Penalty: 5060.117676
	Iteration 36Q: 3 clusters Score -3295244 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3295267.000000 Penalty: 5060.117676
	Iteration 37Q: 3 clusters Score -3295267 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3295291.000000 Penalty: 5060.117676
	Iteration 38Q: 3 clusters Score -3295291 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3295309.000000 Penalty: 5060.117676
	Iteration 39Q: 3 clusters Score -3295309 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3295322.250000 Penalty: 5060.117676
	Iteration 40F: 3 clusters Score -3295322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3295332.750000 Penalty: 5060.117676
	Iteration 41Q: 3 clusters Score -3295333 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3295350.250000 Penalty: 5060.117676
	Iteration 42Q: 3 clusters Score -3295350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3295358.000000 Penalty: 5060.117676
	Iteration 43Q: 3 clusters Score -3295358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3295371.250000 Penalty: 5060.117676
	Iteration 44Q: 3 clusters Score -3295371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3295367.250000 Penalty: 5060.117676
	Iteration 45Q: 3 clusters Score -3295367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3295372.500000 Penalty: 5060.117676
	Iteration 46Q: 3 clusters Score -3295372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3295376.250000 Penalty: 5060.117676
	Iteration 47Q: 3 clusters Score -3295376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3295384.750000 Penalty: 5060.117676
	Iteration 48Q: 3 clusters Score -3295385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3295385.000000 Penalty: 5060.117676
	Iteration 49Q: 3 clusters Score -3295385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3295387.250000 Penalty: 5060.117676
	Iteration 50Q: 3 clusters Score -3295387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3295386.000000 Penalty: 5060.117676
	Iteration 51Q: 3 clusters Score -3295386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3295387.750000 Penalty: 5060.117676
	Iteration 52Q: 3 clusters Score -3295388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3295391.750000 Penalty: 5060.117676
	Iteration 53Q: 3 clusters Score -3295392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3295392.500000 Penalty: 5060.117676
	Iteration 54Q: 3 clusters Score -3295392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3295393.500000 Penalty: 5060.117676
	Iteration 55Q: 3 clusters Score -3295394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3295393.000000 Penalty: 5060.117676
	Iteration 56Q: 3 clusters Score -3295393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3295397.000000 Penalty: 5060.117676
	Iteration 57Q: 3 clusters Score -3295397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3295395.000000 Penalty: 5060.117676
	Iteration 58Q: 3 clusters Score -3295395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3295398.500000 Penalty: 5060.117676
	Iteration 59Q: 3 clusters Score -3295398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3295404.500000 Penalty: 5060.117676
	Iteration 60F: 3 clusters Score -3295404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3295402.500000 Penalty: 5060.117676
	Iteration 61Q: 3 clusters Score -3295402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3295401.750000 Penalty: 5060.117676
	Iteration 62Q: 3 clusters Score -3295402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3295399.000000 Penalty: 5060.117676
	Iteration 63Q: 3 clusters Score -3295399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3295400.250000 Penalty: 5060.117676
	Iteration 64Q: 3 clusters Score -3295400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3295400.250000 Penalty: 5060.117676
	Iteration 65F: 3 clusters Score -3295400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -13345.542969 Penalty: 1239.308716
	Iteration 0F: 2 clusters Score -13345.54 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 69 members 
Entering Unmasked Estep 
Score: -12452.260742 Penalty: 2478.617432
	Iteration 0F: 3 clusters Score -12452.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12499.748047 Penalty: 2478.617432
	Iteration 1Q: 3 clusters Score -12499.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12514.039062 Penalty: 2478.617432
	Iteration 2Q: 3 clusters Score -12514.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12531.140625 Penalty: 2478.617432
	Iteration 3Q: 3 clusters Score -12531.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12557.976562 Penalty: 2478.617432
	Iteration 4Q: 3 clusters Score -12557.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12579.275391 Penalty: 2478.617432
	Iteration 5Q: 3 clusters Score -12579.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12579.275391 Penalty: 2478.617432
	Iteration 6F: 3 clusters Score -12579.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Entering Unmasked Estep 
Score: -1868525.250000 Penalty: 2397.527344
	Iteration 0F: 2 clusters Score -1868525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1857240.375000 Penalty: 4795.054688
	Iteration 0F: 3 clusters Score -1857240 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1861120.375000 Penalty: 4795.054688
	Iteration 1F: 3 clusters Score -1861120 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1861659.875000 Penalty: 4795.054688
	Iteration 2F: 3 clusters Score -1861660 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1862114.125000 Penalty: 4795.054688
	Iteration 3F: 3 clusters Score -1862114 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1862544.250000 Penalty: 4795.054688
	Iteration 4F: 3 clusters Score -1862544 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1862956.375000 Penalty: 4795.054688
	Iteration 5Q: 3 clusters Score -1862956 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1863337.375000 Penalty: 4795.054688
	Iteration 6Q: 3 clusters Score -1863337 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1863669.625000 Penalty: 4795.054688
	Iteration 7Q: 3 clusters Score -1863670 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1863991.250000 Penalty: 4795.054688
	Iteration 8Q: 3 clusters Score -1863991 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1864300.750000 Penalty: 4795.054688
	Iteration 9Q: 3 clusters Score -1864301 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1864567.750000 Penalty: 4795.054688
	Iteration 10Q: 3 clusters Score -1864568 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1864796.250000 Penalty: 4795.054688
	Iteration 11Q: 3 clusters Score -1864796 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1864961.000000 Penalty: 4795.054688
	Iteration 12Q: 3 clusters Score -1864961 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1865111.000000 Penalty: 4795.054688
	Iteration 13Q: 3 clusters Score -1865111 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1865223.750000 Penalty: 4795.054688
	Iteration 14Q: 3 clusters Score -1865224 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1865328.000000 Penalty: 4795.054688
	Iteration 15Q: 3 clusters Score -1865328 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1865410.000000 Penalty: 4795.054688
	Iteration 16Q: 3 clusters Score -1865410 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1865468.875000 Penalty: 4795.054688
	Iteration 17Q: 3 clusters Score -1865469 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1865516.875000 Penalty: 4795.054688
	Iteration 18Q: 3 clusters Score -1865517 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1865571.000000 Penalty: 4795.054688
	Iteration 19Q: 3 clusters Score -1865571 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1865614.500000 Penalty: 4795.054688
	Iteration 20F: 3 clusters Score -1865614 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1865642.500000 Penalty: 4795.054688
	Iteration 21Q: 3 clusters Score -1865642 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1865688.250000 Penalty: 4795.054688
	Iteration 22Q: 3 clusters Score -1865688 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1865732.125000 Penalty: 4795.054688
	Iteration 23Q: 3 clusters Score -1865732 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1865774.750000 Penalty: 4795.054688
	Iteration 24Q: 3 clusters Score -1865775 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1865820.750000 Penalty: 4795.054688
	Iteration 25Q: 3 clusters Score -1865821 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1865867.375000 Penalty: 4795.054688
	Iteration 26Q: 3 clusters Score -1865867 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1865909.750000 Penalty: 4795.054688
	Iteration 27Q: 3 clusters Score -1865910 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1865953.250000 Penalty: 4795.054688
	Iteration 28Q: 3 clusters Score -1865953 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1865991.000000 Penalty: 4795.054688
	Iteration 29Q: 3 clusters Score -1865991 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1866034.000000 Penalty: 4795.054688
	Iteration 30Q: 3 clusters Score -1866034 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1866072.250000 Penalty: 4795.054688
	Iteration 31Q: 3 clusters Score -1866072 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1866107.625000 Penalty: 4795.054688
	Iteration 32Q: 3 clusters Score -1866108 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1866136.500000 Penalty: 4795.054688
	Iteration 33Q: 3 clusters Score -1866136 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1866161.875000 Penalty: 4795.054688
	Iteration 34Q: 3 clusters Score -1866162 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1866187.375000 Penalty: 4795.054688
	Iteration 35Q: 3 clusters Score -1866187 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1866215.500000 Penalty: 4795.054688
	Iteration 36Q: 3 clusters Score -1866216 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1866244.875000 Penalty: 4795.054688
	Iteration 37Q: 3 clusters Score -1866245 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1866272.875000 Penalty: 4795.054688
	Iteration 38Q: 3 clusters Score -1866273 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1866291.625000 Penalty: 4795.054688
	Iteration 39Q: 3 clusters Score -1866292 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1866322.375000 Penalty: 4795.054688
	Iteration 40F: 3 clusters Score -1866322 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1866339.750000 Penalty: 4795.054688
	Iteration 41Q: 3 clusters Score -1866340 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1866350.375000 Penalty: 4795.054688
	Iteration 42Q: 3 clusters Score -1866350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1866370.625000 Penalty: 4795.054688
	Iteration 43Q: 3 clusters Score -1866371 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1866389.625000 Penalty: 4795.054688
	Iteration 44Q: 3 clusters Score -1866390 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1866408.000000 Penalty: 4795.054688
	Iteration 45Q: 3 clusters Score -1866408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1866430.125000 Penalty: 4795.054688
	Iteration 46Q: 3 clusters Score -1866430 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1866450.250000 Penalty: 4795.054688
	Iteration 47Q: 3 clusters Score -1866450 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1866476.125000 Penalty: 4795.054688
	Iteration 48Q: 3 clusters Score -1866476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1866495.750000 Penalty: 4795.054688
	Iteration 49Q: 3 clusters Score -1866496 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1866513.125000 Penalty: 4795.054688
	Iteration 50Q: 3 clusters Score -1866513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1866523.875000 Penalty: 4795.054688
	Iteration 51Q: 3 clusters Score -1866524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1866538.250000 Penalty: 4795.054688
	Iteration 52Q: 3 clusters Score -1866538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1866549.375000 Penalty: 4795.054688
	Iteration 53Q: 3 clusters Score -1866549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1866555.250000 Penalty: 4795.054688
	Iteration 54Q: 3 clusters Score -1866555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1866562.875000 Penalty: 4795.054688
	Iteration 55Q: 3 clusters Score -1866563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1866565.375000 Penalty: 4795.054688
	Iteration 56Q: 3 clusters Score -1866565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1866568.375000 Penalty: 4795.054688
	Iteration 57Q: 3 clusters Score -1866568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1866576.125000 Penalty: 4795.054688
	Iteration 58Q: 3 clusters Score -1866576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1866582.625000 Penalty: 4795.054688
	Iteration 59Q: 3 clusters Score -1866583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1866591.250000 Penalty: 4795.054688
	Iteration 60F: 3 clusters Score -1866591 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1866605.000000 Penalty: 4795.054688
	Iteration 61Q: 3 clusters Score -1866605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1866610.375000 Penalty: 4795.054688
	Iteration 62Q: 3 clusters Score -1866610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1866617.000000 Penalty: 4795.054688
	Iteration 63Q: 3 clusters Score -1866617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1866616.375000 Penalty: 4795.054688
	Iteration 64Q: 3 clusters Score -1866616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1866624.500000 Penalty: 4795.054688
	Iteration 65Q: 3 clusters Score -1866624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1866630.250000 Penalty: 4795.054688
	Iteration 66Q: 3 clusters Score -1866630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1866631.250000 Penalty: 4795.054688
	Iteration 67Q: 3 clusters Score -1866631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1866635.375000 Penalty: 4795.054688
	Iteration 68Q: 3 clusters Score -1866635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1866635.125000 Penalty: 4795.054688
	Iteration 69Q: 3 clusters Score -1866635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1866634.750000 Penalty: 4795.054688
	Iteration 70Q: 3 clusters Score -1866635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1866638.625000 Penalty: 4795.054688
	Iteration 71Q: 3 clusters Score -1866639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1866641.125000 Penalty: 4795.054688
	Iteration 72Q: 3 clusters Score -1866641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1866641.500000 Penalty: 4795.054688
	Iteration 73Q: 3 clusters Score -1866642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1866643.625000 Penalty: 4795.054688
	Iteration 74Q: 3 clusters Score -1866644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1866644.125000 Penalty: 4795.054688
	Iteration 75Q: 3 clusters Score -1866644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1866645.875000 Penalty: 4795.054688
	Iteration 76Q: 3 clusters Score -1866646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1866647.500000 Penalty: 4795.054688
	Iteration 77Q: 3 clusters Score -1866648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1866647.125000 Penalty: 4795.054688
	Iteration 78Q: 3 clusters Score -1866647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1866650.250000 Penalty: 4795.054688
	Iteration 79Q: 3 clusters Score -1866650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1866649.000000 Penalty: 4795.054688
	Iteration 80F: 3 clusters Score -1866649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1866652.375000 Penalty: 4795.054688
	Iteration 81Q: 3 clusters Score -1866652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1866657.000000 Penalty: 4795.054688
	Iteration 82Q: 3 clusters Score -1866657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1866658.250000 Penalty: 4795.054688
	Iteration 83Q: 3 clusters Score -1866658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1866657.875000 Penalty: 4795.054688
	Iteration 84Q: 3 clusters Score -1866658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1866657.875000 Penalty: 4795.054688
	Iteration 85F: 3 clusters Score -1866658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Entering Unmasked Estep 
Score: -1512371.875000 Penalty: 2353.111084
	Iteration 0F: 2 clusters Score -1512372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1502671.875000 Penalty: 4706.222168
	Iteration 0F: 3 clusters Score -1502672 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1505762.125000 Penalty: 4706.222168
	Iteration 1F: 3 clusters Score -1505762 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1506224.000000 Penalty: 4706.222168
	Iteration 2F: 3 clusters Score -1506224 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1506646.000000 Penalty: 4706.222168
	Iteration 3F: 3 clusters Score -1506646 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1507097.625000 Penalty: 4706.222168
	Iteration 4F: 3 clusters Score -1507098 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1507591.500000 Penalty: 4706.222168
	Iteration 5F: 3 clusters Score -1507592 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1508092.750000 Penalty: 4706.222168
	Iteration 6F: 3 clusters Score -1508093 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1508614.875000 Penalty: 4706.222168
	Iteration 7F: 3 clusters Score -1508615 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1509099.750000 Penalty: 4706.222168
	Iteration 8Q: 3 clusters Score -1509100 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1509531.250000 Penalty: 4706.222168
	Iteration 9Q: 3 clusters Score -1509531 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1509866.125000 Penalty: 4706.222168
	Iteration 10Q: 3 clusters Score -1509866 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1510114.250000 Penalty: 4706.222168
	Iteration 11Q: 3 clusters Score -1510114 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1510303.000000 Penalty: 4706.222168
	Iteration 12Q: 3 clusters Score -1510303 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1510440.500000 Penalty: 4706.222168
	Iteration 13Q: 3 clusters Score -1510440 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1510545.000000 Penalty: 4706.222168
	Iteration 14Q: 3 clusters Score -1510545 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1510622.125000 Penalty: 4706.222168
	Iteration 15Q: 3 clusters Score -1510622 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1510660.625000 Penalty: 4706.222168
	Iteration 16Q: 3 clusters Score -1510661 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1510688.000000 Penalty: 4706.222168
	Iteration 17Q: 3 clusters Score -1510688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1510705.500000 Penalty: 4706.222168
	Iteration 18Q: 3 clusters Score -1510706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1510709.875000 Penalty: 4706.222168
	Iteration 19Q: 3 clusters Score -1510710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1510710.625000 Penalty: 4706.222168
	Iteration 20F: 3 clusters Score -1510711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1510709.125000 Penalty: 4706.222168
	Iteration 21Q: 3 clusters Score -1510709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1510710.625000 Penalty: 4706.222168
	Iteration 22Q: 3 clusters Score -1510711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1510711.625000 Penalty: 4706.222168
	Iteration 23Q: 3 clusters Score -1510712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1510712.000000 Penalty: 4706.222168
	Iteration 24Q: 3 clusters Score -1510712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1510715.000000 Penalty: 4706.222168
	Iteration 25Q: 3 clusters Score -1510715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1510717.500000 Penalty: 4706.222168
	Iteration 26Q: 3 clusters Score -1510718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1510718.125000 Penalty: 4706.222168
	Iteration 27Q: 3 clusters Score -1510718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1510721.125000 Penalty: 4706.222168
	Iteration 28Q: 3 clusters Score -1510721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1510725.500000 Penalty: 4706.222168
	Iteration 29Q: 3 clusters Score -1510726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1510731.375000 Penalty: 4706.222168
	Iteration 30Q: 3 clusters Score -1510731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1510733.500000 Penalty: 4706.222168
	Iteration 31Q: 3 clusters Score -1510734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1510735.250000 Penalty: 4706.222168
	Iteration 32Q: 3 clusters Score -1510735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1510739.500000 Penalty: 4706.222168
	Iteration 33Q: 3 clusters Score -1510740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1510750.250000 Penalty: 4706.222168
	Iteration 34Q: 3 clusters Score -1510750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1510762.250000 Penalty: 4706.222168
	Iteration 35Q: 3 clusters Score -1510762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1510764.125000 Penalty: 4706.222168
	Iteration 36Q: 3 clusters Score -1510764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1510766.375000 Penalty: 4706.222168
	Iteration 37Q: 3 clusters Score -1510766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1510766.375000 Penalty: 4706.222168
	Iteration 38F: 3 clusters Score -1510766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Entering Unmasked Estep 
Score: -3932904.750000 Penalty: 2574.086182
	Iteration 0F: 2 clusters Score -3932905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -3910921.000000 Penalty: 5148.172363
	Iteration 0F: 3 clusters Score -3910921 nChanged 14549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -3918998.250000 Penalty: 5148.172363
	Iteration 1F: 3 clusters Score -3918998 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -3919818.250000 Penalty: 5148.172363
	Iteration 2F: 3 clusters Score -3919818 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -3920823.750000 Penalty: 5148.172363
	Iteration 3F: 3 clusters Score -3920824 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -3922101.750000 Penalty: 5148.172363
	Iteration 4F: 3 clusters Score -3922102 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -3923489.750000 Penalty: 5148.172363
	Iteration 5F: 3 clusters Score -3923490 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3924947.750000 Penalty: 5148.172363
	Iteration 6F: 3 clusters Score -3924948 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -3926321.250000 Penalty: 5148.172363
	Iteration 7F: 3 clusters Score -3926321 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -3927560.500000 Penalty: 5148.172363
	Iteration 8Q: 3 clusters Score -3927560 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -3928449.500000 Penalty: 5148.172363
	Iteration 9Q: 3 clusters Score -3928450 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -3929008.500000 Penalty: 5148.172363
	Iteration 10Q: 3 clusters Score -3929008 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -3929371.000000 Penalty: 5148.172363
	Iteration 11Q: 3 clusters Score -3929371 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -3929634.750000 Penalty: 5148.172363
	Iteration 12Q: 3 clusters Score -3929635 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -3929822.000000 Penalty: 5148.172363
	Iteration 13Q: 3 clusters Score -3929822 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -3930001.250000 Penalty: 5148.172363
	Iteration 14Q: 3 clusters Score -3930001 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -3930129.500000 Penalty: 5148.172363
	Iteration 15Q: 3 clusters Score -3930130 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -3930238.000000 Penalty: 5148.172363
	Iteration 16Q: 3 clusters Score -3930238 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3930326.750000 Penalty: 5148.172363
	Iteration 17Q: 3 clusters Score -3930327 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -3930404.750000 Penalty: 5148.172363
	Iteration 18Q: 3 clusters Score -3930405 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -3930468.250000 Penalty: 5148.172363
	Iteration 19Q: 3 clusters Score -3930468 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -3930505.000000 Penalty: 5148.172363
	Iteration 20F: 3 clusters Score -3930505 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -3930534.250000 Penalty: 5148.172363
	Iteration 21Q: 3 clusters Score -3930534 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -3930573.250000 Penalty: 5148.172363
	Iteration 22Q: 3 clusters Score -3930573 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -3930593.500000 Penalty: 5148.172363
	Iteration 23Q: 3 clusters Score -3930594 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -3930611.750000 Penalty: 5148.172363
	Iteration 24Q: 3 clusters Score -3930612 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -3930638.500000 Penalty: 5148.172363
	Iteration 25Q: 3 clusters Score -3930638 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -3930655.500000 Penalty: 5148.172363
	Iteration 26Q: 3 clusters Score -3930656 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -3930679.000000 Penalty: 5148.172363
	Iteration 27Q: 3 clusters Score -3930679 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -3930699.750000 Penalty: 5148.172363
	Iteration 28Q: 3 clusters Score -3930700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -3930708.500000 Penalty: 5148.172363
	Iteration 29Q: 3 clusters Score -3930708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -3930721.000000 Penalty: 5148.172363
	Iteration 30Q: 3 clusters Score -3930721 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -3930726.250000 Penalty: 5148.172363
	Iteration 31Q: 3 clusters Score -3930726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -3930736.000000 Penalty: 5148.172363
	Iteration 32Q: 3 clusters Score -3930736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -3930743.250000 Penalty: 5148.172363
	Iteration 33Q: 3 clusters Score -3930743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -3930753.000000 Penalty: 5148.172363
	Iteration 34Q: 3 clusters Score -3930753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -3930756.250000 Penalty: 5148.172363
	Iteration 35Q: 3 clusters Score -3930756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -3930770.000000 Penalty: 5148.172363
	Iteration 36Q: 3 clusters Score -3930770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -3930772.250000 Penalty: 5148.172363
	Iteration 37Q: 3 clusters Score -3930772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -3930771.250000 Penalty: 5148.172363
	Iteration 38Q: 3 clusters Score -3930771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -3930774.250000 Penalty: 5148.172363
	Iteration 39Q: 3 clusters Score -3930774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -3930776.000000 Penalty: 5148.172363
	Iteration 40F: 3 clusters Score -3930776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -3930773.500000 Penalty: 5148.172363
	Iteration 41Q: 3 clusters Score -3930774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -3930772.750000 Penalty: 5148.172363
	Iteration 42Q: 3 clusters Score -3930773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -3930776.000000 Penalty: 5148.172363
	Iteration 43Q: 3 clusters Score -3930776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -3930779.000000 Penalty: 5148.172363
	Iteration 44Q: 3 clusters Score -3930779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -3930778.000000 Penalty: 5148.172363
	Iteration 45Q: 3 clusters Score -3930778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -3930774.000000 Penalty: 5148.172363
	Iteration 46Q: 3 clusters Score -3930774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -3930778.500000 Penalty: 5148.172363
	Iteration 47Q: 3 clusters Score -3930778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -3930777.000000 Penalty: 5148.172363
	Iteration 48Q: 3 clusters Score -3930777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -3930778.500000 Penalty: 5148.172363
	Iteration 49Q: 3 clusters Score -3930778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -3930776.750000 Penalty: 5148.172363
	Iteration 50Q: 3 clusters Score -3930777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -3930776.750000 Penalty: 5148.172363
	Iteration 51F: 3 clusters Score -3930777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Entering Unmasked Estep 
Score: -3834702.750000 Penalty: 2568.263184
	Iteration 0F: 2 clusters Score -3834703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -3813082.000000 Penalty: 5136.526367
	Iteration 0F: 3 clusters Score -3813082 nChanged 14303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -3821007.250000 Penalty: 5136.526367
	Iteration 1F: 3 clusters Score -3821007 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -3821946.750000 Penalty: 5136.526367
	Iteration 2F: 3 clusters Score -3821947 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -3823226.250000 Penalty: 5136.526367
	Iteration 3F: 3 clusters Score -3823226 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -3824918.500000 Penalty: 5136.526367
	Iteration 4F: 3 clusters Score -3824918 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -3826589.250000 Penalty: 5136.526367
	Iteration 5F: 3 clusters Score -3826589 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -3827781.250000 Penalty: 5136.526367
	Iteration 6F: 3 clusters Score -3827781 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -3828563.000000 Penalty: 5136.526367
	Iteration 7F: 3 clusters Score -3828563 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -3828997.750000 Penalty: 5136.526367
	Iteration 8Q: 3 clusters Score -3828998 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -3829262.500000 Penalty: 5136.526367
	Iteration 9Q: 3 clusters Score -3829262 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -3829448.000000 Penalty: 5136.526367
	Iteration 10Q: 3 clusters Score -3829448 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -3829639.000000 Penalty: 5136.526367
	Iteration 11Q: 3 clusters Score -3829639 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -3829787.000000 Penalty: 5136.526367
	Iteration 12Q: 3 clusters Score -3829787 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -3829960.750000 Penalty: 5136.526367
	Iteration 13Q: 3 clusters Score -3829961 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -3830195.500000 Penalty: 5136.526367
	Iteration 14Q: 3 clusters Score -3830196 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -3830415.750000 Penalty: 5136.526367
	Iteration 15Q: 3 clusters Score -3830416 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -3830645.750000 Penalty: 5136.526367
	Iteration 16Q: 3 clusters Score -3830646 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -3830952.000000 Penalty: 5136.526367
	Iteration 17Q: 3 clusters Score -3830952 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -3831244.500000 Penalty: 5136.526367
	Iteration 18Q: 3 clusters Score -3831244 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -3831563.000000 Penalty: 5136.526367
	Iteration 19Q: 3 clusters Score -3831563 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3831852.000000 Penalty: 5136.526367
	Iteration 20F: 3 clusters Score -3831852 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -3832093.500000 Penalty: 5136.526367
	Iteration 21Q: 3 clusters Score -3832094 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -3832286.500000 Penalty: 5136.526367
	Iteration 22Q: 3 clusters Score -3832286 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -3832401.750000 Penalty: 5136.526367
	Iteration 23Q: 3 clusters Score -3832402 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -3832470.250000 Penalty: 5136.526367
	Iteration 24Q: 3 clusters Score -3832470 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -3832561.500000 Penalty: 5136.526367
	Iteration 25Q: 3 clusters Score -3832562 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -3832606.000000 Penalty: 5136.526367
	Iteration 26Q: 3 clusters Score -3832606 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -3832661.250000 Penalty: 5136.526367
	Iteration 27Q: 3 clusters Score -3832661 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -3832695.000000 Penalty: 5136.526367
	Iteration 28Q: 3 clusters Score -3832695 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -3832732.250000 Penalty: 5136.526367
	Iteration 29Q: 3 clusters Score -3832732 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -3832759.250000 Penalty: 5136.526367
	Iteration 30Q: 3 clusters Score -3832759 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -3832781.500000 Penalty: 5136.526367
	Iteration 31Q: 3 clusters Score -3832782 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -3832800.500000 Penalty: 5136.526367
	Iteration 32Q: 3 clusters Score -3832800 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -3832809.750000 Penalty: 5136.526367
	Iteration 33Q: 3 clusters Score -3832810 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -3832830.250000 Penalty: 5136.526367
	Iteration 34Q: 3 clusters Score -3832830 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -3832858.250000 Penalty: 5136.526367
	Iteration 35Q: 3 clusters Score -3832858 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -3832873.500000 Penalty: 5136.526367
	Iteration 36Q: 3 clusters Score -3832874 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -3832892.750000 Penalty: 5136.526367
	Iteration 37Q: 3 clusters Score -3832893 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -3832901.750000 Penalty: 5136.526367
	Iteration 38Q: 3 clusters Score -3832902 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -3832911.500000 Penalty: 5136.526367
	Iteration 39Q: 3 clusters Score -3832912 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -3832916.750000 Penalty: 5136.526367
	Iteration 40F: 3 clusters Score -3832917 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -3832917.500000 Penalty: 5136.526367
	Iteration 41Q: 3 clusters Score -3832918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -3832926.500000 Penalty: 5136.526367
	Iteration 42Q: 3 clusters Score -3832926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -3832930.000000 Penalty: 5136.526367
	Iteration 43Q: 3 clusters Score -3832930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -3832949.000000 Penalty: 5136.526367
	Iteration 44Q: 3 clusters Score -3832949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -3832950.500000 Penalty: 5136.526367
	Iteration 45Q: 3 clusters Score -3832950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -3832958.000000 Penalty: 5136.526367
	Iteration 46Q: 3 clusters Score -3832958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -3832957.750000 Penalty: 5136.526367
	Iteration 47Q: 3 clusters Score -3832958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -3832955.500000 Penalty: 5136.526367
	Iteration 48Q: 3 clusters Score -3832956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -3832964.500000 Penalty: 5136.526367
	Iteration 49Q: 3 clusters Score -3832964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -3832972.750000 Penalty: 5136.526367
	Iteration 50Q: 3 clusters Score -3832973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -3832969.250000 Penalty: 5136.526367
	Iteration 51Q: 3 clusters Score -3832969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -3832973.750000 Penalty: 5136.526367
	Iteration 52Q: 3 clusters Score -3832974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -3832974.750000 Penalty: 5136.526367
	Iteration 53Q: 3 clusters Score -3832975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -3832980.750000 Penalty: 5136.526367
	Iteration 54Q: 3 clusters Score -3832981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -3832985.500000 Penalty: 5136.526367
	Iteration 55Q: 3 clusters Score -3832986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -3832985.500000 Penalty: 5136.526367
	Iteration 56Q: 3 clusters Score -3832986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -3832987.750000 Penalty: 5136.526367
	Iteration 57Q: 3 clusters Score -3832988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -3832989.750000 Penalty: 5136.526367
	Iteration 58Q: 3 clusters Score -3832990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -3832987.250000 Penalty: 5136.526367
	Iteration 59Q: 3 clusters Score -3832987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -3832982.500000 Penalty: 5136.526367
	Iteration 60F: 3 clusters Score -3832982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -3832993.000000 Penalty: 5136.526367
	Iteration 61Q: 3 clusters Score -3832993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -3832993.000000 Penalty: 5136.526367
	Iteration 62Q: 3 clusters Score -3832993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -3832996.750000 Penalty: 5136.526367
	Iteration 63Q: 3 clusters Score -3832997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -3832996.750000 Penalty: 5136.526367
	Iteration 64Q: 3 clusters Score -3832997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -3832999.000000 Penalty: 5136.526367
	Iteration 65Q: 3 clusters Score -3832999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -3833002.000000 Penalty: 5136.526367
	Iteration 66Q: 3 clusters Score -3833002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -3833017.750000 Penalty: 5136.526367
	Iteration 67Q: 3 clusters Score -3833018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -3833014.750000 Penalty: 5136.526367
	Iteration 68Q: 3 clusters Score -3833015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -3833017.500000 Penalty: 5136.526367
	Iteration 69Q: 3 clusters Score -3833018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -3833014.250000 Penalty: 5136.526367
	Iteration 70Q: 3 clusters Score -3833014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -3833015.250000 Penalty: 5136.526367
	Iteration 71Q: 3 clusters Score -3833015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -3833014.750000 Penalty: 5136.526367
	Iteration 72Q: 3 clusters Score -3833015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -3833017.000000 Penalty: 5136.526367
	Iteration 73Q: 3 clusters Score -3833017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -3833018.000000 Penalty: 5136.526367
	Iteration 74Q: 3 clusters Score -3833018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -3833018.250000 Penalty: 5136.526367
	Iteration 75Q: 3 clusters Score -3833018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -3833018.000000 Penalty: 5136.526367
	Iteration 76Q: 3 clusters Score -3833018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -3833016.500000 Penalty: 5136.526367
	Iteration 77Q: 3 clusters Score -3833016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -3833017.500000 Penalty: 5136.526367
	Iteration 78Q: 3 clusters Score -3833018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -3833018.000000 Penalty: 5136.526367
	Iteration 79Q: 3 clusters Score -3833018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -3833021.000000 Penalty: 5136.526367
	Iteration 80F: 3 clusters Score -3833021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -3833022.250000 Penalty: 5136.526367
	Iteration 81Q: 3 clusters Score -3833022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -3833022.000000 Penalty: 5136.526367
	Iteration 82Q: 3 clusters Score -3833022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -3833022.000000 Penalty: 5136.526367
	Iteration 83F: 3 clusters Score -3833022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (70040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70040 members 
Entering Unmasked Estep 
Score: -8581801.000000 Penalty: 2766.891846
	Iteration 0F: 2 clusters Score -8581801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -8534853.000000 Penalty: 5533.783691
	Iteration 0F: 3 clusters Score -8534853 nChanged 32561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -8553175.000000 Penalty: 5533.783691
	Iteration 1F: 3 clusters Score -8553175 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -8554425.000000 Penalty: 5533.783691
	Iteration 2Q: 3 clusters Score -8554425 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -8556422.000000 Penalty: 5533.783691
	Iteration 3F: 3 clusters Score -8556422 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -8559646.000000 Penalty: 5533.783691
	Iteration 4F: 3 clusters Score -8559646 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -8564295.000000 Penalty: 5533.783691
	Iteration 5F: 3 clusters Score -8564295 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57955 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -8569308.000000 Penalty: 5533.783691
	Iteration 6F: 3 clusters Score -8569308 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -8573099.000000 Penalty: 5533.783691
	Iteration 7F: 3 clusters Score -8573099 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65324 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -8575760.000000 Penalty: 5533.783691
	Iteration 8Q: 3 clusters Score -8575760 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67267 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -8577351.000000 Penalty: 5533.783691
	Iteration 9Q: 3 clusters Score -8577351 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68363 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -8578286.000000 Penalty: 5533.783691
	Iteration 10Q: 3 clusters Score -8578286 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68940 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -8578725.000000 Penalty: 5533.783691
	Iteration 11Q: 3 clusters Score -8578725 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69248 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8579012.000000 Penalty: 5533.783691
	Iteration 12Q: 3 clusters Score -8579012 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69410 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8579190.000000 Penalty: 5533.783691
	Iteration 13Q: 3 clusters Score -8579190 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69485 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8579254.000000 Penalty: 5533.783691
	Iteration 14Q: 3 clusters Score -8579254 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69530 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8579310.000000 Penalty: 5533.783691
	Iteration 15Q: 3 clusters Score -8579310 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8579367.000000 Penalty: 5533.783691
	Iteration 16Q: 3 clusters Score -8579367 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69587 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8579400.000000 Penalty: 5533.783691
	Iteration 17Q: 3 clusters Score -8579400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69599 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8579406.000000 Penalty: 5533.783691
	Iteration 18Q: 3 clusters Score -8579406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69611 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8579430.000000 Penalty: 5533.783691
	Iteration 19Q: 3 clusters Score -8579430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69626 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8579439.000000 Penalty: 5533.783691
	Iteration 20F: 3 clusters Score -8579439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69628 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8579454.000000 Penalty: 5533.783691
	Iteration 21Q: 3 clusters Score -8579454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69634 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8579459.000000 Penalty: 5533.783691
	Iteration 22Q: 3 clusters Score -8579459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69638 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8579458.000000 Penalty: 5533.783691
	Iteration 23Q: 3 clusters Score -8579458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69639 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8579468.000000 Penalty: 5533.783691
	Iteration 24Q: 3 clusters Score -8579468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69642 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8579477.000000 Penalty: 5533.783691
	Iteration 25Q: 3 clusters Score -8579477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69651 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8579492.000000 Penalty: 5533.783691
	Iteration 26Q: 3 clusters Score -8579492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69654 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8579491.000000 Penalty: 5533.783691
	Iteration 27Q: 3 clusters Score -8579491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69656 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8579497.000000 Penalty: 5533.783691
	Iteration 28Q: 3 clusters Score -8579497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69659 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8579495.000000 Penalty: 5533.783691
	Iteration 29Q: 3 clusters Score -8579495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69662 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8579502.000000 Penalty: 5533.783691
	Iteration 30Q: 3 clusters Score -8579502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69663 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8579508.000000 Penalty: 5533.783691
	Iteration 31Q: 3 clusters Score -8579508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69669 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8579520.000000 Penalty: 5533.783691
	Iteration 32Q: 3 clusters Score -8579520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69671 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8579509.000000 Penalty: 5533.783691
	Iteration 33Q: 3 clusters Score -8579509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69674 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8579514.000000 Penalty: 5533.783691
	Iteration 34Q: 3 clusters Score -8579514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69675 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8579518.000000 Penalty: 5533.783691
	Iteration 35Q: 3 clusters Score -8579518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69675 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8579518.000000 Penalty: 5533.783691
	Iteration 36F: 3 clusters Score -8579518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Entering Unmasked Estep 
Score: -2217410.750000 Penalty: 2423.995605
	Iteration 0F: 2 clusters Score -2217411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2204839.000000 Penalty: 4847.991211
	Iteration 0F: 3 clusters Score -2204839 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2208974.750000 Penalty: 4847.991211
	Iteration 1F: 3 clusters Score -2208975 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2209374.750000 Penalty: 4847.991211
	Iteration 2F: 3 clusters Score -2209375 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2209719.750000 Penalty: 4847.991211
	Iteration 3Q: 3 clusters Score -2209720 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2210050.750000 Penalty: 4847.991211
	Iteration 4Q: 3 clusters Score -2210051 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2210342.750000 Penalty: 4847.991211
	Iteration 5Q: 3 clusters Score -2210343 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2210683.500000 Penalty: 4847.991211
	Iteration 6Q: 3 clusters Score -2210684 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2211095.750000 Penalty: 4847.991211
	Iteration 7Q: 3 clusters Score -2211096 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2211577.000000 Penalty: 4847.991211
	Iteration 8Q: 3 clusters Score -2211577 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2212120.500000 Penalty: 4847.991211
	Iteration 9Q: 3 clusters Score -2212120 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2212663.500000 Penalty: 4847.991211
	Iteration 10Q: 3 clusters Score -2212664 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2213105.750000 Penalty: 4847.991211
	Iteration 11Q: 3 clusters Score -2213106 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2213439.750000 Penalty: 4847.991211
	Iteration 12Q: 3 clusters Score -2213440 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2213631.500000 Penalty: 4847.991211
	Iteration 13Q: 3 clusters Score -2213632 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2213775.000000 Penalty: 4847.991211
	Iteration 14Q: 3 clusters Score -2213775 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2213866.500000 Penalty: 4847.991211
	Iteration 15Q: 3 clusters Score -2213866 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2213924.250000 Penalty: 4847.991211
	Iteration 16Q: 3 clusters Score -2213924 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2213967.750000 Penalty: 4847.991211
	Iteration 17Q: 3 clusters Score -2213968 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2214017.750000 Penalty: 4847.991211
	Iteration 18Q: 3 clusters Score -2214018 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2214056.750000 Penalty: 4847.991211
	Iteration 19Q: 3 clusters Score -2214057 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2214093.750000 Penalty: 4847.991211
	Iteration 20F: 3 clusters Score -2214094 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2214110.250000 Penalty: 4847.991211
	Iteration 21Q: 3 clusters Score -2214110 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2214128.750000 Penalty: 4847.991211
	Iteration 22Q: 3 clusters Score -2214129 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2214139.250000 Penalty: 4847.991211
	Iteration 23Q: 3 clusters Score -2214139 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2214154.000000 Penalty: 4847.991211
	Iteration 24Q: 3 clusters Score -2214154 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2214163.250000 Penalty: 4847.991211
	Iteration 25Q: 3 clusters Score -2214163 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2214168.750000 Penalty: 4847.991211
	Iteration 26Q: 3 clusters Score -2214169 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2214180.250000 Penalty: 4847.991211
	Iteration 27Q: 3 clusters Score -2214180 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2214188.250000 Penalty: 4847.991211
	Iteration 28Q: 3 clusters Score -2214188 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2214194.500000 Penalty: 4847.991211
	Iteration 29Q: 3 clusters Score -2214194 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2214202.750000 Penalty: 4847.991211
	Iteration 30Q: 3 clusters Score -2214203 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2214208.250000 Penalty: 4847.991211
	Iteration 31Q: 3 clusters Score -2214208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2214213.000000 Penalty: 4847.991211
	Iteration 32Q: 3 clusters Score -2214213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2214214.750000 Penalty: 4847.991211
	Iteration 33Q: 3 clusters Score -2214215 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2214218.500000 Penalty: 4847.991211
	Iteration 34Q: 3 clusters Score -2214218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2214222.500000 Penalty: 4847.991211
	Iteration 35Q: 3 clusters Score -2214222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2214225.250000 Penalty: 4847.991211
	Iteration 36Q: 3 clusters Score -2214225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2214227.250000 Penalty: 4847.991211
	Iteration 37Q: 3 clusters Score -2214227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2214232.000000 Penalty: 4847.991211
	Iteration 38Q: 3 clusters Score -2214232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2214235.750000 Penalty: 4847.991211
	Iteration 39Q: 3 clusters Score -2214236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2214235.750000 Penalty: 4847.991211
	Iteration 40F: 3 clusters Score -2214236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2214238.000000 Penalty: 4847.991211
	Iteration 41Q: 3 clusters Score -2214238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2214240.500000 Penalty: 4847.991211
	Iteration 42Q: 3 clusters Score -2214240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2214246.000000 Penalty: 4847.991211
	Iteration 43Q: 3 clusters Score -2214246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2214247.250000 Penalty: 4847.991211
	Iteration 44Q: 3 clusters Score -2214247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2214248.500000 Penalty: 4847.991211
	Iteration 45Q: 3 clusters Score -2214248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2214250.500000 Penalty: 4847.991211
	Iteration 46Q: 3 clusters Score -2214250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2214255.750000 Penalty: 4847.991211
	Iteration 47Q: 3 clusters Score -2214256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2214249.750000 Penalty: 4847.991211
	Iteration 48Q: 3 clusters Score -2214250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2214248.500000 Penalty: 4847.991211
	Iteration 49Q: 3 clusters Score -2214248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2214246.000000 Penalty: 4847.991211
	Iteration 50Q: 3 clusters Score -2214246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2214249.250000 Penalty: 4847.991211
	Iteration 51Q: 3 clusters Score -2214249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2214253.750000 Penalty: 4847.991211
	Iteration 52Q: 3 clusters Score -2214254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2214256.750000 Penalty: 4847.991211
	Iteration 53Q: 3 clusters Score -2214257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2214264.000000 Penalty: 4847.991211
	Iteration 54Q: 3 clusters Score -2214264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2214262.500000 Penalty: 4847.991211
	Iteration 55Q: 3 clusters Score -2214262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2214264.500000 Penalty: 4847.991211
	Iteration 56Q: 3 clusters Score -2214264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2214265.750000 Penalty: 4847.991211
	Iteration 57Q: 3 clusters Score -2214266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2214270.500000 Penalty: 4847.991211
	Iteration 58Q: 3 clusters Score -2214270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2214269.250000 Penalty: 4847.991211
	Iteration 59Q: 3 clusters Score -2214269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2214270.750000 Penalty: 4847.991211
	Iteration 60F: 3 clusters Score -2214271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2214270.250000 Penalty: 4847.991211
	Iteration 61Q: 3 clusters Score -2214270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2214269.250000 Penalty: 4847.991211
	Iteration 62Q: 3 clusters Score -2214269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2214264.000000 Penalty: 4847.991211
	Iteration 63Q: 3 clusters Score -2214264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2214268.250000 Penalty: 4847.991211
	Iteration 64Q: 3 clusters Score -2214268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2214270.250000 Penalty: 4847.991211
	Iteration 65Q: 3 clusters Score -2214270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2214270.250000 Penalty: 4847.991211
	Iteration 66Q: 3 clusters Score -2214270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2214272.500000 Penalty: 4847.991211
	Iteration 67Q: 3 clusters Score -2214272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2214271.750000 Penalty: 4847.991211
	Iteration 68Q: 3 clusters Score -2214272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2214272.500000 Penalty: 4847.991211
	Iteration 69Q: 3 clusters Score -2214272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2214277.500000 Penalty: 4847.991211
	Iteration 70Q: 3 clusters Score -2214278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2214279.250000 Penalty: 4847.991211
	Iteration 71Q: 3 clusters Score -2214279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2214281.500000 Penalty: 4847.991211
	Iteration 72Q: 3 clusters Score -2214282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2214279.000000 Penalty: 4847.991211
	Iteration 73Q: 3 clusters Score -2214279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2214279.500000 Penalty: 4847.991211
	Iteration 74Q: 3 clusters Score -2214280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2214281.500000 Penalty: 4847.991211
	Iteration 75Q: 3 clusters Score -2214282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2214280.750000 Penalty: 4847.991211
	Iteration 76Q: 3 clusters Score -2214281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2214280.000000 Penalty: 4847.991211
	Iteration 77Q: 3 clusters Score -2214280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2214277.500000 Penalty: 4847.991211
	Iteration 78Q: 3 clusters Score -2214278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2214276.250000 Penalty: 4847.991211
	Iteration 79Q: 3 clusters Score -2214276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2214275.250000 Penalty: 4847.991211
	Iteration 80F: 3 clusters Score -2214275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2214275.500000 Penalty: 4847.991211
	Iteration 81Q: 3 clusters Score -2214276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2214275.500000 Penalty: 4847.991211
	Iteration 82F: 3 clusters Score -2214276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130202 members 
Entering Unmasked Estep 
Score: -15898446.000000 Penalty: 2920.656738
	Iteration 0F: 2 clusters Score -1.589845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 65053 members 
Entering Unmasked Estep 
Score: -15811434.000000 Penalty: 5841.313477
	Iteration 0F: 3 clusters Score -1.581143e+07 nChanged 62126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66429 members 
Mstep: Class 2 contains 63773 members 
Entering Unmasked Estep 
Score: -15847422.000000 Penalty: 5841.313477
	Iteration 1F: 3 clusters Score -1.584742e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67286 members 
Mstep: Class 2 contains 62916 members 
Entering Unmasked Estep 
Score: -15848907.000000 Penalty: 5841.313477
	Iteration 2Q: 3 clusters Score -1.584891e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68679 members 
Mstep: Class 2 contains 61523 members 
Entering Unmasked Estep 
Score: -15850948.000000 Penalty: 5841.313477
	Iteration 3Q: 3 clusters Score -1.585095e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70782 members 
Mstep: Class 2 contains 59420 members 
Entering Unmasked Estep 
Score: -15853901.000000 Penalty: 5841.313477
	Iteration 4Q: 3 clusters Score -1.58539e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73553 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -15857595.000000 Penalty: 5841.313477
	Iteration 5F: 3 clusters Score -1.58576e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76762 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -15861430.000000 Penalty: 5841.313477
	Iteration 6F: 3 clusters Score -1.586143e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80462 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -15865098.000000 Penalty: 5841.313477
	Iteration 7F: 3 clusters Score -1.58651e+07 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84711 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -15868467.000000 Penalty: 5841.313477
	Iteration 8F: 3 clusters Score -1.586847e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89389 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -15871376.000000 Penalty: 5841.313477
	Iteration 9F: 3 clusters Score -1.587138e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94574 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -15874169.000000 Penalty: 5841.313477
	Iteration 10Q: 3 clusters Score -1.587417e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100214 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -15877390.000000 Penalty: 5841.313477
	Iteration 11Q: 3 clusters Score -1.587739e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105971 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -15880720.000000 Penalty: 5841.313477
	Iteration 12Q: 3 clusters Score -1.588072e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111583 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -15884083.000000 Penalty: 5841.313477
	Iteration 13Q: 3 clusters Score -1.588408e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116595 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -15887262.000000 Penalty: 5841.313477
	Iteration 14Q: 3 clusters Score -1.588726e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120782 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -15890148.000000 Penalty: 5841.313477
	Iteration 15Q: 3 clusters Score -1.589015e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123885 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -15892324.000000 Penalty: 5841.313477
	Iteration 16Q: 3 clusters Score -1.589232e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125990 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -15893732.000000 Penalty: 5841.313477
	Iteration 17Q: 3 clusters Score -1.589373e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127347 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -15894679.000000 Penalty: 5841.313477
	Iteration 18Q: 3 clusters Score -1.589468e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128107 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -15895157.000000 Penalty: 5841.313477
	Iteration 19Q: 3 clusters Score -1.589516e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128544 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -15895430.000000 Penalty: 5841.313477
	Iteration 20F: 3 clusters Score -1.589543e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128797 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -15895660.000000 Penalty: 5841.313477
	Iteration 21Q: 3 clusters Score -1.589566e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128969 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -15895815.000000 Penalty: 5841.313477
	Iteration 22Q: 3 clusters Score -1.589582e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129069 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -15895919.000000 Penalty: 5841.313477
	Iteration 23Q: 3 clusters Score -1.589592e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129153 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -15895992.000000 Penalty: 5841.313477
	Iteration 24Q: 3 clusters Score -1.589599e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129215 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -15896045.000000 Penalty: 5841.313477
	Iteration 25Q: 3 clusters Score -1.589604e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129252 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -15896098.000000 Penalty: 5841.313477
	Iteration 26Q: 3 clusters Score -1.58961e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129277 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -15896132.000000 Penalty: 5841.313477
	Iteration 27Q: 3 clusters Score -1.589613e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129296 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -15896158.000000 Penalty: 5841.313477
	Iteration 28Q: 3 clusters Score -1.589616e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129311 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -15896163.000000 Penalty: 5841.313477
	Iteration 29Q: 3 clusters Score -1.589616e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129319 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -15896173.000000 Penalty: 5841.313477
	Iteration 30Q: 3 clusters Score -1.589617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129320 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -15896166.000000 Penalty: 5841.313477
	Iteration 31Q: 3 clusters Score -1.589617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129323 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -15896163.000000 Penalty: 5841.313477
	Iteration 32Q: 3 clusters Score -1.589616e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129330 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -15896179.000000 Penalty: 5841.313477
	Iteration 33Q: 3 clusters Score -1.589618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129334 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -15896197.000000 Penalty: 5841.313477
	Iteration 34Q: 3 clusters Score -1.58962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129337 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -15896200.000000 Penalty: 5841.313477
	Iteration 35Q: 3 clusters Score -1.58962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129338 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -15896204.000000 Penalty: 5841.313477
	Iteration 36Q: 3 clusters Score -1.58962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129339 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -15896196.000000 Penalty: 5841.313477
	Iteration 37Q: 3 clusters Score -1.58962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129339 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -15896196.000000 Penalty: 5841.313477
	Iteration 38F: 3 clusters Score -1.58962e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Entering Unmasked Estep 
Score: -6213685.000000 Penalty: 2704.394775
	Iteration 0F: 2 clusters Score -6213685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -6177035.000000 Penalty: 5408.789551
	Iteration 0F: 3 clusters Score -6177035 nChanged 25059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -6191382.000000 Penalty: 5408.789551
	Iteration 1F: 3 clusters Score -6191382 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -6192398.500000 Penalty: 5408.789551
	Iteration 2Q: 3 clusters Score -6192398 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -6193613.500000 Penalty: 5408.789551
	Iteration 3F: 3 clusters Score -6193614 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -6194968.500000 Penalty: 5408.789551
	Iteration 4F: 3 clusters Score -6194968 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -6196500.000000 Penalty: 5408.789551
	Iteration 5F: 3 clusters Score -6196500 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -6198043.500000 Penalty: 5408.789551
	Iteration 6F: 3 clusters Score -6198044 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -6199416.000000 Penalty: 5408.789551
	Iteration 7F: 3 clusters Score -6199416 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -6200555.500000 Penalty: 5408.789551
	Iteration 8Q: 3 clusters Score -6200556 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -6201592.500000 Penalty: 5408.789551
	Iteration 9Q: 3 clusters Score -6201592 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -6202464.500000 Penalty: 5408.789551
	Iteration 10Q: 3 clusters Score -6202464 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -6203252.000000 Penalty: 5408.789551
	Iteration 11Q: 3 clusters Score -6203252 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -6203915.000000 Penalty: 5408.789551
	Iteration 12Q: 3 clusters Score -6203915 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -6204574.000000 Penalty: 5408.789551
	Iteration 13Q: 3 clusters Score -6204574 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -6205046.500000 Penalty: 5408.789551
	Iteration 14Q: 3 clusters Score -6205046 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -6205446.000000 Penalty: 5408.789551
	Iteration 15Q: 3 clusters Score -6205446 nChanged 948
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6205886 nChanged 649
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Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6206009 nChanged 542
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Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6206099 nChanged 461
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Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6206196 nChanged 441
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Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6206291 nChanged 463
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Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6206378 nChanged 435
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Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6206566 nChanged 443
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Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6206673 nChanged 488
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Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6207050 nChanged 462
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Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6207144 nChanged 450
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6207240 nChanged 416
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Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6207302 nChanged 359
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Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6207344 nChanged 328
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Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6207474 nChanged 301
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Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6207493 nChanged 310
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Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6207544 nChanged 309
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Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6207638 nChanged 353
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Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6207743 nChanged 346
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Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6207792 nChanged 355
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Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6207960 nChanged 323
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Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 18088 members 
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Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37194 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6208298 nChanged 357
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Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6208379 nChanged 377
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38819 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6208730 nChanged 316
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Mstep: Class 1 contains 40069 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 40328 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6208844 nChanged 284
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Mstep: Class 1 contains 40594 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6208902 nChanged 283
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Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6208960 nChanged 285
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Mstep: Class 1 contains 41136 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6209020 nChanged 293
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Mstep: Class 1 contains 41407 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6209070 nChanged 289
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Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6209122 nChanged 312
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6209204 nChanged 340
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Mstep: Class 1 contains 42322 members 
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	Iteration 64Q: 3 clusters Score -6209240 nChanged 324
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Mstep: Class 1 contains 42634 members 
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	Iteration 65Q: 3 clusters Score -6209300 nChanged 339
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	Iteration 66Q: 3 clusters Score -6209354 nChanged 356
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	Iteration 67Q: 3 clusters Score -6209428 nChanged 358
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	Iteration 68Q: 3 clusters Score -6209530 nChanged 365
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	Iteration 70Q: 3 clusters Score -6209660 nChanged 341
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	Iteration 71Q: 3 clusters Score -6209724 nChanged 333
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	Iteration 77Q: 3 clusters Score -6210162 nChanged 311
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	Iteration 78Q: 3 clusters Score -6210242 nChanged 308
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6210384 nChanged 281
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Score: -6211399.500000 Penalty: 5408.789551
	Iteration 108Q: 3 clusters Score -6211400 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -6211399.500000 Penalty: 5408.789551
	Iteration 109Q: 3 clusters Score -6211400 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -6211415.000000 Penalty: 5408.789551
	Iteration 110Q: 3 clusters Score -6211415 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -6211420.500000 Penalty: 5408.789551
	Iteration 111Q: 3 clusters Score -6211420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -6211434.000000 Penalty: 5408.789551
	Iteration 112Q: 3 clusters Score -6211434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -6211449.500000 Penalty: 5408.789551
	Iteration 113Q: 3 clusters Score -6211450 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -6211451.000000 Penalty: 5408.789551
	Iteration 114Q: 3 clusters Score -6211451 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -6211464.500000 Penalty: 5408.789551
	Iteration 115Q: 3 clusters Score -6211464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52046 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -6211492.000000 Penalty: 5408.789551
	Iteration 116Q: 3 clusters Score -6211492 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -6211514.000000 Penalty: 5408.789551
	Iteration 117Q: 3 clusters Score -6211514 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -6211524.000000 Penalty: 5408.789551
	Iteration 118Q: 3 clusters Score -6211524 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52187 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6211535.500000 Penalty: 5408.789551
	Iteration 119Q: 3 clusters Score -6211536 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52230 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -6211542.000000 Penalty: 5408.789551
	Iteration 120F: 3 clusters Score -6211542 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52275 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -6211559.000000 Penalty: 5408.789551
	Iteration 121Q: 3 clusters Score -6211559 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -6211579.500000 Penalty: 5408.789551
	Iteration 122Q: 3 clusters Score -6211580 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -6211598.000000 Penalty: 5408.789551
	Iteration 123Q: 3 clusters Score -6211598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52376 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -6211600.500000 Penalty: 5408.789551
	Iteration 124Q: 3 clusters Score -6211600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52405 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -6211610.000000 Penalty: 5408.789551
	Iteration 125Q: 3 clusters Score -6211610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -6211617.500000 Penalty: 5408.789551
	Iteration 126Q: 3 clusters Score -6211618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -6211622.000000 Penalty: 5408.789551
	Iteration 127Q: 3 clusters Score -6211622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52444 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6211617.500000 Penalty: 5408.789551
	Iteration 128Q: 3 clusters Score -6211618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52456 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -6211612.000000 Penalty: 5408.789551
	Iteration 129Q: 3 clusters Score -6211612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52466 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6211608.500000 Penalty: 5408.789551
	Iteration 130Q: 3 clusters Score -6211608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52475 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -6211611.000000 Penalty: 5408.789551
	Iteration 131Q: 3 clusters Score -6211611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -6211608.000000 Penalty: 5408.789551
	Iteration 132Q: 3 clusters Score -6211608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6211618.000000 Penalty: 5408.789551
	Iteration 133Q: 3 clusters Score -6211618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6211613.000000 Penalty: 5408.789551
	Iteration 134Q: 3 clusters Score -6211613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52512 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6211622.000000 Penalty: 5408.789551
	Iteration 135Q: 3 clusters Score -6211622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -6211624.000000 Penalty: 5408.789551
	Iteration 136Q: 3 clusters Score -6211624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52519 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -6211622.000000 Penalty: 5408.789551
	Iteration 137Q: 3 clusters Score -6211622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6211625.000000 Penalty: 5408.789551
	Iteration 138Q: 3 clusters Score -6211625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52539 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -6211624.000000 Penalty: 5408.789551
	Iteration 139Q: 3 clusters Score -6211624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52551 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6211643.000000 Penalty: 5408.789551
	Iteration 140F: 3 clusters Score -6211643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6211646.500000 Penalty: 5408.789551
	Iteration 141Q: 3 clusters Score -6211646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52569 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -6211641.500000 Penalty: 5408.789551
	Iteration 142Q: 3 clusters Score -6211642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52575 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6211654.000000 Penalty: 5408.789551
	Iteration 143Q: 3 clusters Score -6211654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -6211649.500000 Penalty: 5408.789551
	Iteration 144Q: 3 clusters Score -6211650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -6211659.000000 Penalty: 5408.789551
	Iteration 145Q: 3 clusters Score -6211659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -6211662.500000 Penalty: 5408.789551
	Iteration 146Q: 3 clusters Score -6211662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -6211658.500000 Penalty: 5408.789551
	Iteration 147Q: 3 clusters Score -6211658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52626 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6211663.500000 Penalty: 5408.789551
	Iteration 148Q: 3 clusters Score -6211664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -6211670.500000 Penalty: 5408.789551
	Iteration 149Q: 3 clusters Score -6211670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52643 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -6211668.500000 Penalty: 5408.789551
	Iteration 150Q: 3 clusters Score -6211668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52653 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -6211680.500000 Penalty: 5408.789551
	Iteration 151Q: 3 clusters Score -6211680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6211682.500000 Penalty: 5408.789551
	Iteration 152Q: 3 clusters Score -6211682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6211683.500000 Penalty: 5408.789551
	Iteration 153Q: 3 clusters Score -6211684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52663 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -6211680.000000 Penalty: 5408.789551
	Iteration 154Q: 3 clusters Score -6211680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6211681.000000 Penalty: 5408.789551
	Iteration 155Q: 3 clusters Score -6211681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6211681.000000 Penalty: 5408.789551
	Iteration 156F: 3 clusters Score -6211681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (228734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228734 members 
Entering Unmasked Estep 
Score: -27928992.000000 Penalty: 3060.398193
	Iteration 0F: 2 clusters Score -2.792899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114412 members 
Mstep: Class 2 contains 114322 members 
Entering Unmasked Estep 
Score: -27778554.000000 Penalty: 6120.796387
	Iteration 0F: 3 clusters Score -2.777855e+07 nChanged 110311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115357 members 
Mstep: Class 2 contains 113377 members 
Entering Unmasked Estep 
Score: -27843728.000000 Penalty: 6120.796387
	Iteration 1F: 3 clusters Score -2.784373e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116348 members 
Mstep: Class 2 contains 112386 members 
Entering Unmasked Estep 
Score: -27844988.000000 Penalty: 6120.796387
	Iteration 2Q: 3 clusters Score -2.784499e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117917 members 
Mstep: Class 2 contains 110817 members 
Entering Unmasked Estep 
Score: -27846472.000000 Penalty: 6120.796387
	Iteration 3Q: 3 clusters Score -2.784647e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120383 members 
Mstep: Class 2 contains 108351 members 
Entering Unmasked Estep 
Score: -27848586.000000 Penalty: 6120.796387
	Iteration 4Q: 3 clusters Score -2.784859e+07 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123885 members 
Mstep: Class 2 contains 104849 members 
Entering Unmasked Estep 
Score: -27851328.000000 Penalty: 6120.796387
	Iteration 5Q: 3 clusters Score -2.785133e+07 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128863 members 
Mstep: Class 2 contains 99871 members 
Entering Unmasked Estep 
Score: -27855118.000000 Penalty: 6120.796387
	Iteration 6Q: 3 clusters Score -2.785512e+07 nChanged 10576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135619 members 
Mstep: Class 2 contains 93115 members 
Entering Unmasked Estep 
Score: -27859918.000000 Penalty: 6120.796387
	Iteration 7Q: 3 clusters Score -2.785992e+07 nChanged 12044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144469 members 
Mstep: Class 2 contains 84265 members 
Entering Unmasked Estep 
Score: -27866254.000000 Penalty: 6120.796387
	Iteration 8F: 3 clusters Score -2.786625e+07 nChanged 13235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155366 members 
Mstep: Class 2 contains 73368 members 
Entering Unmasked Estep 
Score: -27874192.000000 Penalty: 6120.796387
	Iteration 9F: 3 clusters Score -2.787419e+07 nChanged 13730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167564 members 
Mstep: Class 2 contains 61170 members 
Entering Unmasked Estep 
Score: -27883458.000000 Penalty: 6120.796387
	Iteration 10F: 3 clusters Score -2.788346e+07 nChanged 13141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179687 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -27892496.000000 Penalty: 6120.796387
	Iteration 11F: 3 clusters Score -2.78925e+07 nChanged 11277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190352 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -27900300.000000 Penalty: 6120.796387
	Iteration 12Q: 3 clusters Score -2.79003e+07 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199232 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -27906430.000000 Penalty: 6120.796387
	Iteration 13Q: 3 clusters Score -2.790643e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206101 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -27911202.000000 Penalty: 6120.796387
	Iteration 14Q: 3 clusters Score -2.79112e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211633 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -27914746.000000 Penalty: 6120.796387
	Iteration 15Q: 3 clusters Score -2.791475e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216142 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -27918054.000000 Penalty: 6120.796387
	Iteration 16Q: 3 clusters Score -2.791805e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219723 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -27920500.000000 Penalty: 6120.796387
	Iteration 17Q: 3 clusters Score -2.79205e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222490 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -27922402.000000 Penalty: 6120.796387
	Iteration 18Q: 3 clusters Score -2.79224e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224451 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -27923748.000000 Penalty: 6120.796387
	Iteration 19Q: 3 clusters Score -2.792375e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225799 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -27924630.000000 Penalty: 6120.796387
	Iteration 20F: 3 clusters Score -2.792463e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226637 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -27925138.000000 Penalty: 6120.796387
	Iteration 21Q: 3 clusters Score -2.792514e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227143 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -27925432.000000 Penalty: 6120.796387
	Iteration 22Q: 3 clusters Score -2.792543e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227454 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -27925658.000000 Penalty: 6120.796387
	Iteration 23Q: 3 clusters Score -2.792566e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227664 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -27925848.000000 Penalty: 6120.796387
	Iteration 24Q: 3 clusters Score -2.792585e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227807 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -27926004.000000 Penalty: 6120.796387
	Iteration 25Q: 3 clusters Score -2.7926e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227909 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -27926068.000000 Penalty: 6120.796387
	Iteration 26Q: 3 clusters Score -2.792607e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227959 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -27926112.000000 Penalty: 6120.796387
	Iteration 27Q: 3 clusters Score -2.792611e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228005 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -27926136.000000 Penalty: 6120.796387
	Iteration 28Q: 3 clusters Score -2.792614e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228032 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -27926164.000000 Penalty: 6120.796387
	Iteration 29Q: 3 clusters Score -2.792616e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228058 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -27926182.000000 Penalty: 6120.796387
	Iteration 30Q: 3 clusters Score -2.792618e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228075 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -27926200.000000 Penalty: 6120.796387
	Iteration 31Q: 3 clusters Score -2.79262e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228091 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -27926200.000000 Penalty: 6120.796387
	Iteration 32Q: 3 clusters Score -2.79262e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228104 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -27926240.000000 Penalty: 6120.796387
	Iteration 33Q: 3 clusters Score -2.792624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228107 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -27926232.000000 Penalty: 6120.796387
	Iteration 34Q: 3 clusters Score -2.792623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228114 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -27926236.000000 Penalty: 6120.796387
	Iteration 35Q: 3 clusters Score -2.792624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228118 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -27926234.000000 Penalty: 6120.796387
	Iteration 36Q: 3 clusters Score -2.792623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228125 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -27926232.000000 Penalty: 6120.796387
	Iteration 37Q: 3 clusters Score -2.792623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228131 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -27926250.000000 Penalty: 6120.796387
	Iteration 38Q: 3 clusters Score -2.792625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228138 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -27926258.000000 Penalty: 6120.796387
	Iteration 39Q: 3 clusters Score -2.792626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228145 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -27926272.000000 Penalty: 6120.796387
	Iteration 40F: 3 clusters Score -2.792627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228150 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -27926272.000000 Penalty: 6120.796387
	Iteration 41Q: 3 clusters Score -2.792627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228154 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -27926272.000000 Penalty: 6120.796387
	Iteration 42Q: 3 clusters Score -2.792627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228155 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -27926276.000000 Penalty: 6120.796387
	Iteration 43Q: 3 clusters Score -2.792628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228156 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -27926268.000000 Penalty: 6120.796387
	Iteration 44Q: 3 clusters Score -2.792627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228157 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -27926272.000000 Penalty: 6120.796387
	Iteration 45Q: 3 clusters Score -2.792627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228157 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -27926272.000000 Penalty: 6120.796387
	Iteration 46F: 3 clusters Score -2.792627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Entering Unmasked Estep 
Score: -1370240.875000 Penalty: 2312.114746
	Iteration 0F: 2 clusters Score -1370241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1361754.625000 Penalty: 4624.229492
	Iteration 0F: 3 clusters Score -1361755 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1364317.250000 Penalty: 4624.229492
	Iteration 1F: 3 clusters Score -1364317 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1364808.750000 Penalty: 4624.229492
	Iteration 2F: 3 clusters Score -1364809 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1365241.625000 Penalty: 4624.229492
	Iteration 3F: 3 clusters Score -1365242 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1365607.625000 Penalty: 4624.229492
	Iteration 4F: 3 clusters Score -1365608 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1365881.125000 Penalty: 4624.229492
	Iteration 5Q: 3 clusters Score -1365881 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1366123.750000 Penalty: 4624.229492
	Iteration 6Q: 3 clusters Score -1366124 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1366392.750000 Penalty: 4624.229492
	Iteration 7Q: 3 clusters Score -1366393 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1366675.625000 Penalty: 4624.229492
	Iteration 8Q: 3 clusters Score -1366676 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1366981.375000 Penalty: 4624.229492
	Iteration 9Q: 3 clusters Score -1366981 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1367311.125000 Penalty: 4624.229492
	Iteration 10Q: 3 clusters Score -1367311 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1367693.250000 Penalty: 4624.229492
	Iteration 11Q: 3 clusters Score -1367693 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1368056.750000 Penalty: 4624.229492
	Iteration 12Q: 3 clusters Score -1368057 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1368358.250000 Penalty: 4624.229492
	Iteration 13Q: 3 clusters Score -1368358 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1368622.750000 Penalty: 4624.229492
	Iteration 14Q: 3 clusters Score -1368623 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1368770.375000 Penalty: 4624.229492
	Iteration 15Q: 3 clusters Score -1368770 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1368853.500000 Penalty: 4624.229492
	Iteration 16Q: 3 clusters Score -1368854 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1368905.875000 Penalty: 4624.229492
	Iteration 17Q: 3 clusters Score -1368906 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1368931.500000 Penalty: 4624.229492
	Iteration 18Q: 3 clusters Score -1368932 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1368945.125000 Penalty: 4624.229492
	Iteration 19Q: 3 clusters Score -1368945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1368958.625000 Penalty: 4624.229492
	Iteration 20F: 3 clusters Score -1368959 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1368964.875000 Penalty: 4624.229492
	Iteration 21Q: 3 clusters Score -1368965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1368980.875000 Penalty: 4624.229492
	Iteration 22Q: 3 clusters Score -1368981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1368986.000000 Penalty: 4624.229492
	Iteration 23Q: 3 clusters Score -1368986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1368990.625000 Penalty: 4624.229492
	Iteration 24Q: 3 clusters Score -1368991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1368992.125000 Penalty: 4624.229492
	Iteration 25Q: 3 clusters Score -1368992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1368996.750000 Penalty: 4624.229492
	Iteration 26Q: 3 clusters Score -1368997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1368999.375000 Penalty: 4624.229492
	Iteration 27Q: 3 clusters Score -1368999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1369002.000000 Penalty: 4624.229492
	Iteration 28Q: 3 clusters Score -1369002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1368998.625000 Penalty: 4624.229492
	Iteration 29Q: 3 clusters Score -1368999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1369001.750000 Penalty: 4624.229492
	Iteration 30Q: 3 clusters Score -1369002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1369002.875000 Penalty: 4624.229492
	Iteration 31Q: 3 clusters Score -1369003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1369003.000000 Penalty: 4624.229492
	Iteration 32Q: 3 clusters Score -1369003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1369005.000000 Penalty: 4624.229492
	Iteration 33Q: 3 clusters Score -1369005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1369006.500000 Penalty: 4624.229492
	Iteration 34Q: 3 clusters Score -1369006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1369006.500000 Penalty: 4624.229492
	Iteration 35F: 3 clusters Score -1369006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (55521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Entering Unmasked Estep 
Score: -6648193.500000 Penalty: 2709.280029
	Iteration 0F: 2 clusters Score -6648194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -6610834.500000 Penalty: 5418.560059
	Iteration 0F: 3 clusters Score -6610834 nChanged 25709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -6625426.500000 Penalty: 5418.560059
	Iteration 1F: 3 clusters Score -6625426 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -6626246.000000 Penalty: 5418.560059
	Iteration 2Q: 3 clusters Score -6626246 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -6627281.500000 Penalty: 5418.560059
	Iteration 3Q: 3 clusters Score -6627282 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -6628458.500000 Penalty: 5418.560059
	Iteration 4Q: 3 clusters Score -6628458 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -6629623.000000 Penalty: 5418.560059
	Iteration 5Q: 3 clusters Score -6629623 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -6630714.000000 Penalty: 5418.560059
	Iteration 6Q: 3 clusters Score -6630714 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -6631943.500000 Penalty: 5418.560059
	Iteration 7Q: 3 clusters Score -6631944 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -6633255.000000 Penalty: 5418.560059
	Iteration 8Q: 3 clusters Score -6633255 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -6634691.500000 Penalty: 5418.560059
	Iteration 9Q: 3 clusters Score -6634692 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -6636288.500000 Penalty: 5418.560059
	Iteration 10Q: 3 clusters Score -6636288 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -6638028.500000 Penalty: 5418.560059
	Iteration 11Q: 3 clusters Score -6638028 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -6639612.000000 Penalty: 5418.560059
	Iteration 12Q: 3 clusters Score -6639612 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -6640998.500000 Penalty: 5418.560059
	Iteration 13Q: 3 clusters Score -6640998 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -6642122.500000 Penalty: 5418.560059
	Iteration 14Q: 3 clusters Score -6642122 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -6643053.000000 Penalty: 5418.560059
	Iteration 15Q: 3 clusters Score -6643053 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -6643827.500000 Penalty: 5418.560059
	Iteration 16Q: 3 clusters Score -6643828 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -6644453.500000 Penalty: 5418.560059
	Iteration 17Q: 3 clusters Score -6644454 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -6644928.000000 Penalty: 5418.560059
	Iteration 18Q: 3 clusters Score -6644928 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -6645360.500000 Penalty: 5418.560059
	Iteration 19Q: 3 clusters Score -6645360 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -6645687.000000 Penalty: 5418.560059
	Iteration 20F: 3 clusters Score -6645687 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -6645871.500000 Penalty: 5418.560059
	Iteration 21Q: 3 clusters Score -6645872 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -6646027.000000 Penalty: 5418.560059
	Iteration 22Q: 3 clusters Score -6646027 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53376 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -6646145.500000 Penalty: 5418.560059
	Iteration 23Q: 3 clusters Score -6646146 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53571 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -6646238.500000 Penalty: 5418.560059
	Iteration 24Q: 3 clusters Score -6646238 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53731 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6646343.000000 Penalty: 5418.560059
	Iteration 25Q: 3 clusters Score -6646343 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53864 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6646407.500000 Penalty: 5418.560059
	Iteration 26Q: 3 clusters Score -6646408 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6646471.000000 Penalty: 5418.560059
	Iteration 27Q: 3 clusters Score -6646471 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6646543.000000 Penalty: 5418.560059
	Iteration 28Q: 3 clusters Score -6646543 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54147 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6646593.000000 Penalty: 5418.560059
	Iteration 29Q: 3 clusters Score -6646593 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54218 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6646628.000000 Penalty: 5418.560059
	Iteration 30Q: 3 clusters Score -6646628 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54285 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6646658.000000 Penalty: 5418.560059
	Iteration 31Q: 3 clusters Score -6646658 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6646708.000000 Penalty: 5418.560059
	Iteration 32Q: 3 clusters Score -6646708 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6646769.500000 Penalty: 5418.560059
	Iteration 33Q: 3 clusters Score -6646770 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -6646831.000000 Penalty: 5418.560059
	Iteration 34Q: 3 clusters Score -6646831 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6646894.500000 Penalty: 5418.560059
	Iteration 35Q: 3 clusters Score -6646894 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6646960.000000 Penalty: 5418.560059
	Iteration 36Q: 3 clusters Score -6646960 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6647006.500000 Penalty: 5418.560059
	Iteration 37Q: 3 clusters Score -6647006 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6647042.000000 Penalty: 5418.560059
	Iteration 38Q: 3 clusters Score -6647042 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54675 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6647086.500000 Penalty: 5418.560059
	Iteration 39Q: 3 clusters Score -6647086 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54695 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6647111.500000 Penalty: 5418.560059
	Iteration 40F: 3 clusters Score -6647112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6647145.500000 Penalty: 5418.560059
	Iteration 41Q: 3 clusters Score -6647146 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6647185.000000 Penalty: 5418.560059
	Iteration 42Q: 3 clusters Score -6647185 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54752 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6647199.500000 Penalty: 5418.560059
	Iteration 43Q: 3 clusters Score -6647200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54766 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6647221.000000 Penalty: 5418.560059
	Iteration 44Q: 3 clusters Score -6647221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54774 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6647230.500000 Penalty: 5418.560059
	Iteration 45Q: 3 clusters Score -6647230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54782 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6647248.000000 Penalty: 5418.560059
	Iteration 46Q: 3 clusters Score -6647248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54790 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6647263.500000 Penalty: 5418.560059
	Iteration 47Q: 3 clusters Score -6647264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6647268.500000 Penalty: 5418.560059
	Iteration 48Q: 3 clusters Score -6647268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54823 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6647316.000000 Penalty: 5418.560059
	Iteration 49Q: 3 clusters Score -6647316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54845 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6647406.000000 Penalty: 5418.560059
	Iteration 50Q: 3 clusters Score -6647406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54869 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6647516.500000 Penalty: 5418.560059
	Iteration 51Q: 3 clusters Score -6647516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54883 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6647590.500000 Penalty: 5418.560059
	Iteration 52Q: 3 clusters Score -6647590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54884 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6647621.000000 Penalty: 5418.560059
	Iteration 53Q: 3 clusters Score -6647621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -6647634.000000 Penalty: 5418.560059
	Iteration 54Q: 3 clusters Score -6647634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6647639.000000 Penalty: 5418.560059
	Iteration 55Q: 3 clusters Score -6647639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6647638.000000 Penalty: 5418.560059
	Iteration 56Q: 3 clusters Score -6647638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54867 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6647646.000000 Penalty: 5418.560059
	Iteration 57Q: 3 clusters Score -6647646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6647643.000000 Penalty: 5418.560059
	Iteration 58Q: 3 clusters Score -6647643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54865 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6647643.500000 Penalty: 5418.560059
	Iteration 59Q: 3 clusters Score -6647644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54864 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -6647648.000000 Penalty: 5418.560059
	Iteration 60F: 3 clusters Score -6647648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (108132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108132 members 
Entering Unmasked Estep 
Score: -13189301.000000 Penalty: 2874.594971
	Iteration 0F: 2 clusters Score -1.31893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 53734 members 
Entering Unmasked Estep 
Score: -13116791.000000 Penalty: 5749.189941
	Iteration 0F: 3 clusters Score -1.311679e+07 nChanged 51174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57724 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
Score: -13147420.000000 Penalty: 5749.189941
	Iteration 1F: 3 clusters Score -1.314742e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59899 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -13149535.000000 Penalty: 5749.189941
	Iteration 2Q: 3 clusters Score -1.314954e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63122 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -13152917.000000 Penalty: 5749.189941
	Iteration 3F: 3 clusters Score -1.315292e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68007 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -13157827.000000 Penalty: 5749.189941
	Iteration 4F: 3 clusters Score -1.315783e+07 nChanged 8379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74450 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -13164142.000000 Penalty: 5749.189941
	Iteration 5F: 3 clusters Score -1.316414e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81356 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -13170819.000000 Penalty: 5749.189941
	Iteration 6F: 3 clusters Score -1.317082e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86975 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -13176293.000000 Penalty: 5749.189941
	Iteration 7F: 3 clusters Score -1.317629e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90823 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -13179813.000000 Penalty: 5749.189941
	Iteration 8Q: 3 clusters Score -1.317981e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93505 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -13182404.000000 Penalty: 5749.189941
	Iteration 9Q: 3 clusters Score -1.31824e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95568 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -13184611.000000 Penalty: 5749.189941
	Iteration 10Q: 3 clusters Score -1.318461e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97008 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -13186047.000000 Penalty: 5749.189941
	Iteration 11Q: 3 clusters Score -1.318605e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98038 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -13186831.000000 Penalty: 5749.189941
	Iteration 12Q: 3 clusters Score -1.318683e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98819 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -13187263.000000 Penalty: 5749.189941
	Iteration 13Q: 3 clusters Score -1.318726e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99471 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -13187629.000000 Penalty: 5749.189941
	Iteration 14Q: 3 clusters Score -1.318763e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100014 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -13188048.000000 Penalty: 5749.189941
	Iteration 15Q: 3 clusters Score -1.318805e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100462 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -13188364.000000 Penalty: 5749.189941
	Iteration 16Q: 3 clusters Score -1.318836e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100853 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -13188605.000000 Penalty: 5749.189941
	Iteration 17Q: 3 clusters Score -1.31886e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101169 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -13188720.000000 Penalty: 5749.189941
	Iteration 18Q: 3 clusters Score -1.318872e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101409 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -13188838.000000 Penalty: 5749.189941
	Iteration 19Q: 3 clusters Score -1.318884e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101615 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -13188874.000000 Penalty: 5749.189941
	Iteration 20F: 3 clusters Score -1.318887e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101771 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -13188891.000000 Penalty: 5749.189941
	Iteration 21Q: 3 clusters Score -1.318889e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101913 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -13188903.000000 Penalty: 5749.189941
	Iteration 22Q: 3 clusters Score -1.31889e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102035 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -13188915.000000 Penalty: 5749.189941
	Iteration 23Q: 3 clusters Score -1.318892e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102131 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -13188904.000000 Penalty: 5749.189941
	Iteration 24Q: 3 clusters Score -1.31889e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102210 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -13188951.000000 Penalty: 5749.189941
	Iteration 25Q: 3 clusters Score -1.318895e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102290 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -13188954.000000 Penalty: 5749.189941
	Iteration 26Q: 3 clusters Score -1.318895e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102342 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -13188961.000000 Penalty: 5749.189941
	Iteration 27Q: 3 clusters Score -1.318896e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102401 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -13188960.000000 Penalty: 5749.189941
	Iteration 28Q: 3 clusters Score -1.318896e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102444 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -13188969.000000 Penalty: 5749.189941
	Iteration 29Q: 3 clusters Score -1.318897e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102487 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -13188977.000000 Penalty: 5749.189941
	Iteration 30Q: 3 clusters Score -1.318898e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102529 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -13188992.000000 Penalty: 5749.189941
	Iteration 31Q: 3 clusters Score -1.318899e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102564 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -13189028.000000 Penalty: 5749.189941
	Iteration 32Q: 3 clusters Score -1.318903e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102590 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -13189046.000000 Penalty: 5749.189941
	Iteration 33Q: 3 clusters Score -1.318905e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102612 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -13189043.000000 Penalty: 5749.189941
	Iteration 34Q: 3 clusters Score -1.318904e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102625 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -13189042.000000 Penalty: 5749.189941
	Iteration 35Q: 3 clusters Score -1.318904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102636 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -13189037.000000 Penalty: 5749.189941
	Iteration 36Q: 3 clusters Score -1.318904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102645 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -13189053.000000 Penalty: 5749.189941
	Iteration 37Q: 3 clusters Score -1.318905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102649 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -13189048.000000 Penalty: 5749.189941
	Iteration 38Q: 3 clusters Score -1.318905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102655 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -13189054.000000 Penalty: 5749.189941
	Iteration 39Q: 3 clusters Score -1.318905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102659 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -13189059.000000 Penalty: 5749.189941
	Iteration 40F: 3 clusters Score -1.318906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102660 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -13189062.000000 Penalty: 5749.189941
	Iteration 41Q: 3 clusters Score -1.318906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102661 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -13189063.000000 Penalty: 5749.189941
	Iteration 42Q: 3 clusters Score -1.318906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102661 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -13189063.000000 Penalty: 5749.189941
	Iteration 43F: 3 clusters Score -1.318906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -81669.515625 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -81669.52 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 393 members 
Entering Unmasked Estep 
Score: -79922.796875 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -79922.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -80185.515625 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -80185.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -80255.523438 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -80255.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -80314.171875 Penalty: 3263.308594
	Iteration 3Q: 3 clusters Score -80314.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -80342.750000 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -80342.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -80356.062500 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -80356.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -80359.179688 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -80359.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -80359.742188 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -80359.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -80360.351562 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -80360.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -80361.585938 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -80361.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -80361.585938 Penalty: 3263.308594
	Iteration 10F: 3 clusters Score -80361.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -903624.062500 Penalty: 2221.973145
	Iteration 0F: 2 clusters Score -903624.1 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: -897369.312500 Penalty: 4443.946289
	Iteration 0F: 3 clusters Score -897369.3 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -899193.187500 Penalty: 4443.946289
	Iteration 1F: 3 clusters Score -899193.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -899534.937500 Penalty: 4443.946289
	Iteration 2F: 3 clusters Score -899534.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -899791.812500 Penalty: 4443.946289
	Iteration 3F: 3 clusters Score -899791.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -900055.750000 Penalty: 4443.946289
	Iteration 4Q: 3 clusters Score -900055.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -900384.750000 Penalty: 4443.946289
	Iteration 5F: 3 clusters Score -900384.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -900741.812500 Penalty: 4443.946289
	Iteration 6Q: 3 clusters Score -900741.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -901078.437500 Penalty: 4443.946289
	Iteration 7Q: 3 clusters Score -901078.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -901391.750000 Penalty: 4443.946289
	Iteration 8Q: 3 clusters Score -901391.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -901621.750000 Penalty: 4443.946289
	Iteration 9Q: 3 clusters Score -901621.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -901744.000000 Penalty: 4443.946289
	Iteration 10Q: 3 clusters Score -901744 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -901812.875000 Penalty: 4443.946289
	Iteration 11Q: 3 clusters Score -901812.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -901856.687500 Penalty: 4443.946289
	Iteration 12Q: 3 clusters Score -901856.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -901888.562500 Penalty: 4443.946289
	Iteration 13Q: 3 clusters Score -901888.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -901908.375000 Penalty: 4443.946289
	Iteration 14Q: 3 clusters Score -901908.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -901922.687500 Penalty: 4443.946289
	Iteration 15Q: 3 clusters Score -901922.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -901929.812500 Penalty: 4443.946289
	Iteration 16Q: 3 clusters Score -901929.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -901935.062500 Penalty: 4443.946289
	Iteration 17Q: 3 clusters Score -901935.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -901939.375000 Penalty: 4443.946289
	Iteration 18Q: 3 clusters Score -901939.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -901944.625000 Penalty: 4443.946289
	Iteration 19Q: 3 clusters Score -901944.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -901945.250000 Penalty: 4443.946289
	Iteration 20F: 3 clusters Score -901945.2 nChanged 6
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: -901947.250000 Penalty: 4443.946289
	Iteration 21Q: 3 clusters Score -901947.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -901947.875000 Penalty: 4443.946289
	Iteration 22Q: 3 clusters Score -901947.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -901949.187500 Penalty: 4443.946289
	Iteration 23Q: 3 clusters Score -901949.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -901949.812500 Penalty: 4443.946289
	Iteration 24Q: 3 clusters Score -901949.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -901952.937500 Penalty: 4443.946289
	Iteration 25Q: 3 clusters Score -901952.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -901951.062500 Penalty: 4443.946289
	Iteration 26Q: 3 clusters Score -901951.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -901950.562500 Penalty: 4443.946289
	Iteration 27Q: 3 clusters Score -901950.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -901951.250000 Penalty: 4443.946289
	Iteration 28Q: 3 clusters Score -901951.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -901951.250000 Penalty: 4443.946289
	Iteration 29F: 3 clusters Score -901951.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -15596.429688 Penalty: 1245.922363
	Iteration 0F: 2 clusters Score -15596.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14703.304688 Penalty: 2491.844727
	Iteration 0F: 3 clusters Score -14703.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14751.574219 Penalty: 2491.844727
	Iteration 1Q: 3 clusters Score -14751.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14763.803711 Penalty: 2491.844727
	Iteration 2Q: 3 clusters Score -14763.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14771.265625 Penalty: 2491.844727
	Iteration 3Q: 3 clusters Score -14771.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14771.265625 Penalty: 2491.844727
	Iteration 4F: 3 clusters Score -14771.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (27452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Entering Unmasked Estep 
Score: -3412785.500000 Penalty: 2534.608154
	Iteration 0F: 2 clusters Score -3412786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -3393953.750000 Penalty: 5069.216309
	Iteration 0F: 3 clusters Score -3393954 nChanged 12223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3400524.000000 Penalty: 5069.216309
	Iteration 1F: 3 clusters Score -3400524 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -3401048.750000 Penalty: 5069.216309
	Iteration 2F: 3 clusters Score -3401049 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -3401575.750000 Penalty: 5069.216309
	Iteration 3Q: 3 clusters Score -3401576 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -3402088.000000 Penalty: 5069.216309
	Iteration 4Q: 3 clusters Score -3402088 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -3402717.250000 Penalty: 5069.216309
	Iteration 5Q: 3 clusters Score -3402717 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -3403533.000000 Penalty: 5069.216309
	Iteration 6F: 3 clusters Score -3403533 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -3404532.000000 Penalty: 5069.216309
	Iteration 7F: 3 clusters Score -3404532 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -3405702.000000 Penalty: 5069.216309
	Iteration 8F: 3 clusters Score -3405702 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -3406978.500000 Penalty: 5069.216309
	Iteration 9F: 3 clusters Score -3406978 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -3408142.500000 Penalty: 5069.216309
	Iteration 10F: 3 clusters Score -3408142 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -3409017.750000 Penalty: 5069.216309
	Iteration 11Q: 3 clusters Score -3409018 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -3409480.500000 Penalty: 5069.216309
	Iteration 12Q: 3 clusters Score -3409480 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -3409697.750000 Penalty: 5069.216309
	Iteration 13Q: 3 clusters Score -3409698 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -3409792.250000 Penalty: 5069.216309
	Iteration 14Q: 3 clusters Score -3409792 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -3409855.000000 Penalty: 5069.216309
	Iteration 15Q: 3 clusters Score -3409855 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -3409894.250000 Penalty: 5069.216309
	Iteration 16Q: 3 clusters Score -3409894 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -3409941.000000 Penalty: 5069.216309
	Iteration 17Q: 3 clusters Score -3409941 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -3409960.750000 Penalty: 5069.216309
	Iteration 18Q: 3 clusters Score -3409961 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -3409970.500000 Penalty: 5069.216309
	Iteration 19Q: 3 clusters Score -3409970 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -3410004.500000 Penalty: 5069.216309
	Iteration 20F: 3 clusters Score -3410004 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -3410028.000000 Penalty: 5069.216309
	Iteration 21Q: 3 clusters Score -3410028 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -3410041.500000 Penalty: 5069.216309
	Iteration 22Q: 3 clusters Score -3410042 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -3410061.500000 Penalty: 5069.216309
	Iteration 23Q: 3 clusters Score -3410062 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -3410078.000000 Penalty: 5069.216309
	Iteration 24Q: 3 clusters Score -3410078 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -3410097.500000 Penalty: 5069.216309
	Iteration 25Q: 3 clusters Score -3410098 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -3410111.750000 Penalty: 5069.216309
	Iteration 26Q: 3 clusters Score -3410112 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -3410112.500000 Penalty: 5069.216309
	Iteration 27Q: 3 clusters Score -3410112 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -3410122.250000 Penalty: 5069.216309
	Iteration 28Q: 3 clusters Score -3410122 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -3410131.750000 Penalty: 5069.216309
	Iteration 29Q: 3 clusters Score -3410132 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -3410142.750000 Penalty: 5069.216309
	Iteration 30Q: 3 clusters Score -3410143 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -3410147.000000 Penalty: 5069.216309
	Iteration 31Q: 3 clusters Score -3410147 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -3410161.500000 Penalty: 5069.216309
	Iteration 32Q: 3 clusters Score -3410162 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -3410165.500000 Penalty: 5069.216309
	Iteration 33Q: 3 clusters Score -3410166 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -3410176.500000 Penalty: 5069.216309
	Iteration 34Q: 3 clusters Score -3410176 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -3410190.000000 Penalty: 5069.216309
	Iteration 35Q: 3 clusters Score -3410190 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -3410201.750000 Penalty: 5069.216309
	Iteration 36Q: 3 clusters Score -3410202 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -3410201.500000 Penalty: 5069.216309
	Iteration 37Q: 3 clusters Score -3410202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -3410195.000000 Penalty: 5069.216309
	Iteration 38Q: 3 clusters Score -3410195 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -3410206.000000 Penalty: 5069.216309
	Iteration 39Q: 3 clusters Score -3410206 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -3410211.500000 Penalty: 5069.216309
	Iteration 40F: 3 clusters Score -3410212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3410222.500000 Penalty: 5069.216309
	Iteration 41Q: 3 clusters Score -3410222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -3410224.750000 Penalty: 5069.216309
	Iteration 42Q: 3 clusters Score -3410225 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -3410213.250000 Penalty: 5069.216309
	Iteration 43Q: 3 clusters Score -3410213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -3410220.000000 Penalty: 5069.216309
	Iteration 44Q: 3 clusters Score -3410220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -3410227.250000 Penalty: 5069.216309
	Iteration 45Q: 3 clusters Score -3410227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -3410231.000000 Penalty: 5069.216309
	Iteration 46Q: 3 clusters Score -3410231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -3410233.000000 Penalty: 5069.216309
	Iteration 47Q: 3 clusters Score -3410233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -3410229.500000 Penalty: 5069.216309
	Iteration 48Q: 3 clusters Score -3410230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -3410235.750000 Penalty: 5069.216309
	Iteration 49Q: 3 clusters Score -3410236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -3410240.500000 Penalty: 5069.216309
	Iteration 50Q: 3 clusters Score -3410240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -3410240.750000 Penalty: 5069.216309
	Iteration 51Q: 3 clusters Score -3410241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -3410241.500000 Penalty: 5069.216309
	Iteration 52Q: 3 clusters Score -3410242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -3410247.750000 Penalty: 5069.216309
	Iteration 53Q: 3 clusters Score -3410248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -3410251.500000 Penalty: 5069.216309
	Iteration 54Q: 3 clusters Score -3410252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -3410256.000000 Penalty: 5069.216309
	Iteration 55Q: 3 clusters Score -3410256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -3410264.750000 Penalty: 5069.216309
	Iteration 56Q: 3 clusters Score -3410265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -3410266.000000 Penalty: 5069.216309
	Iteration 57Q: 3 clusters Score -3410266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -3410263.500000 Penalty: 5069.216309
	Iteration 58Q: 3 clusters Score -3410264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -3410263.250000 Penalty: 5069.216309
	Iteration 59Q: 3 clusters Score -3410263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -3410268.250000 Penalty: 5069.216309
	Iteration 60F: 3 clusters Score -3410268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -3410262.750000 Penalty: 5069.216309
	Iteration 61Q: 3 clusters Score -3410263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -3410261.250000 Penalty: 5069.216309
	Iteration 62Q: 3 clusters Score -3410261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -3410259.000000 Penalty: 5069.216309
	Iteration 63Q: 3 clusters Score -3410259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -3410266.000000 Penalty: 5069.216309
	Iteration 64Q: 3 clusters Score -3410266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -3410260.500000 Penalty: 5069.216309
	Iteration 65Q: 3 clusters Score -3410260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -3410255.750000 Penalty: 5069.216309
	Iteration 66Q: 3 clusters Score -3410256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -3410263.250000 Penalty: 5069.216309
	Iteration 67Q: 3 clusters Score -3410263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -3410259.000000 Penalty: 5069.216309
	Iteration 68Q: 3 clusters Score -3410259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -3410264.250000 Penalty: 5069.216309
	Iteration 69Q: 3 clusters Score -3410264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -3410268.500000 Penalty: 5069.216309
	Iteration 70Q: 3 clusters Score -3410268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -3410266.500000 Penalty: 5069.216309
	Iteration 71Q: 3 clusters Score -3410266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -3410270.750000 Penalty: 5069.216309
	Iteration 72Q: 3 clusters Score -3410271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -3410274.250000 Penalty: 5069.216309
	Iteration 73Q: 3 clusters Score -3410274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -3410281.250000 Penalty: 5069.216309
	Iteration 74Q: 3 clusters Score -3410281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -3410276.250000 Penalty: 5069.216309
	Iteration 75Q: 3 clusters Score -3410276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -3410278.000000 Penalty: 5069.216309
	Iteration 76Q: 3 clusters Score -3410278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3410281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -3410283.500000 Penalty: 5069.216309
	Iteration 78Q: 3 clusters Score -3410284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3410280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -3410282.500000 Penalty: 5069.216309
	Iteration 80F: 3 clusters Score -3410282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -3410288.750000 Penalty: 5069.216309
	Iteration 81Q: 3 clusters Score -3410289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -3410285.500000 Penalty: 5069.216309
	Iteration 82Q: 3 clusters Score -3410286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3410289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3410290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3410288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -3410291.500000 Penalty: 5069.216309
	Iteration 86Q: 3 clusters Score -3410292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3410292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -3410287.750000 Penalty: 5069.216309
	Iteration 88Q: 3 clusters Score -3410288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -3410285.750000 Penalty: 5069.216309
	Iteration 89Q: 3 clusters Score -3410286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -3410280.000000 Penalty: 5069.216309
	Iteration 90Q: 3 clusters Score -3410280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -3410283.500000 Penalty: 5069.216309
	Iteration 91Q: 3 clusters Score -3410284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -3410279.000000 Penalty: 5069.216309
	Iteration 92Q: 3 clusters Score -3410279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -3410273.750000 Penalty: 5069.216309
	Iteration 93Q: 3 clusters Score -3410274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -3410275.000000 Penalty: 5069.216309
	Iteration 94Q: 3 clusters Score -3410275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3410273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -3410270.750000 Penalty: 5069.216309
	Iteration 96Q: 3 clusters Score -3410271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -3410277.500000 Penalty: 5069.216309
	Iteration 97Q: 3 clusters Score -3410278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3410270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3410276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3410273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3410275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3410278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3410279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3410278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3410280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3410277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -3410282.250000 Penalty: 5069.216309
	Iteration 107Q: 3 clusters Score -3410282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3410282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -3410286.750000 Penalty: 5069.216309
	Iteration 109Q: 3 clusters Score -3410287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -3410297.250000 Penalty: 5069.216309
	Iteration 110Q: 3 clusters Score -3410297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -3410295.750000 Penalty: 5069.216309
	Iteration 111Q: 3 clusters Score -3410296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3410299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3410296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3410293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3410299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3410295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3410294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -3410290.500000 Penalty: 5069.216309
	Iteration 118Q: 3 clusters Score -3410290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3410290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -3410298.000000 Penalty: 5069.216309
	Iteration 120F: 3 clusters Score -3410298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3410302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -3410304.250000 Penalty: 5069.216309
	Iteration 122Q: 3 clusters Score -3410304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3410306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -3410319.250000 Penalty: 5069.216309
	Iteration 124Q: 3 clusters Score -3410319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3410320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -3410331.750000 Penalty: 5069.216309
	Iteration 126Q: 3 clusters Score -3410332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -3410331.000000 Penalty: 5069.216309
	Iteration 127Q: 3 clusters Score -3410331 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -3410330.000000 Penalty: 5069.216309
	Iteration 128Q: 3 clusters Score -3410330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -3410329.750000 Penalty: 5069.216309
	Iteration 129Q: 3 clusters Score -3410330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -3410339.750000 Penalty: 5069.216309
	Iteration 130Q: 3 clusters Score -3410340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -3410347.750000 Penalty: 5069.216309
	Iteration 131Q: 3 clusters Score -3410348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3410349 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -3410360.000000 Penalty: 5069.216309
	Iteration 133Q: 3 clusters Score -3410360 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -3410362.000000 Penalty: 5069.216309
	Iteration 134Q: 3 clusters Score -3410362 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3410378 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -3410381.250000 Penalty: 5069.216309
	Iteration 136Q: 3 clusters Score -3410381 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -3410392.000000 Penalty: 5069.216309
	Iteration 137Q: 3 clusters Score -3410392 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -3410401.000000 Penalty: 5069.216309
	Iteration 138Q: 3 clusters Score -3410401 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -3410407.000000 Penalty: 5069.216309
	Iteration 139Q: 3 clusters Score -3410407 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -3410418.500000 Penalty: 5069.216309
	Iteration 140F: 3 clusters Score -3410418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -3410423.250000 Penalty: 5069.216309
	Iteration 141Q: 3 clusters Score -3410423 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -3410436.250000 Penalty: 5069.216309
	Iteration 142Q: 3 clusters Score -3410436 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3410436 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -3410441.500000 Penalty: 5069.216309
	Iteration 144Q: 3 clusters Score -3410442 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -3410439.000000 Penalty: 5069.216309
	Iteration 145Q: 3 clusters Score -3410439 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -3410452.750000 Penalty: 5069.216309
	Iteration 146Q: 3 clusters Score -3410453 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -3410444.500000 Penalty: 5069.216309
	Iteration 147Q: 3 clusters Score -3410444 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -3410456.750000 Penalty: 5069.216309
	Iteration 148Q: 3 clusters Score -3410457 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3410449 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3410470 nChanged 38
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Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -3410477.500000 Penalty: 5069.216309
	Iteration 151Q: 3 clusters Score -3410478 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -3410481.750000 Penalty: 5069.216309
	Iteration 152Q: 3 clusters Score -3410482 nChanged 28
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Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3410483 nChanged 17
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Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3410479 nChanged 16
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Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3410484 nChanged 18
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Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3410480.250000 Penalty: 5069.216309
	Iteration 156Q: 3 clusters Score -3410480 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -3410485.250000 Penalty: 5069.216309
	Iteration 157Q: 3 clusters Score -3410485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -3410487.000000 Penalty: 5069.216309
	Iteration 158Q: 3 clusters Score -3410487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -3410490.500000 Penalty: 5069.216309
	Iteration 159Q: 3 clusters Score -3410490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -3410487.250000 Penalty: 5069.216309
	Iteration 160F: 3 clusters Score -3410487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3410488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3410487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3410491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3410490 nChanged 13
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Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3410492 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -3410494.750000 Penalty: 5069.216309
	Iteration 166Q: 3 clusters Score -3410495 nChanged 10
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Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3410493 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -3410489.250000 Penalty: 5069.216309
	Iteration 168Q: 3 clusters Score -3410489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -3410487.000000 Penalty: 5069.216309
	Iteration 169Q: 3 clusters Score -3410487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -3410495.750000 Penalty: 5069.216309
	Iteration 170Q: 3 clusters Score -3410496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -3410496.250000 Penalty: 5069.216309
	Iteration 171Q: 3 clusters Score -3410496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -3410496.000000 Penalty: 5069.216309
	Iteration 172Q: 3 clusters Score -3410496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -3410501.000000 Penalty: 5069.216309
	Iteration 173Q: 3 clusters Score -3410501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -3410502.750000 Penalty: 5069.216309
	Iteration 174Q: 3 clusters Score -3410503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -3410506.000000 Penalty: 5069.216309
	Iteration 175Q: 3 clusters Score -3410506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -3410504.000000 Penalty: 5069.216309
	Iteration 176Q: 3 clusters Score -3410504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3410502.000000 Penalty: 5069.216309
	Iteration 177Q: 3 clusters Score -3410502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -3410502.750000 Penalty: 5069.216309
	Iteration 178Q: 3 clusters Score -3410503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -3410504.000000 Penalty: 5069.216309
	Iteration 179Q: 3 clusters Score -3410504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -3410498.500000 Penalty: 5069.216309
	Iteration 180F: 3 clusters Score -3410498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -3410500.750000 Penalty: 5069.216309
	Iteration 181Q: 3 clusters Score -3410501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -3410502.750000 Penalty: 5069.216309
	Iteration 182Q: 3 clusters Score -3410503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -3410502.750000 Penalty: 5069.216309
	Iteration 183Q: 3 clusters Score -3410503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -3410497.000000 Penalty: 5069.216309
	Iteration 184Q: 3 clusters Score -3410497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -3410505.000000 Penalty: 5069.216309
	Iteration 185Q: 3 clusters Score -3410505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -3410508.500000 Penalty: 5069.216309
	Iteration 186Q: 3 clusters Score -3410508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -3410506.250000 Penalty: 5069.216309
	Iteration 187Q: 3 clusters Score -3410506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -3410504.750000 Penalty: 5069.216309
	Iteration 188Q: 3 clusters Score -3410505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -3410505.750000 Penalty: 5069.216309
	Iteration 189Q: 3 clusters Score -3410506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -3410503.500000 Penalty: 5069.216309
	Iteration 190Q: 3 clusters Score -3410504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -3410502.500000 Penalty: 5069.216309
	Iteration 191Q: 3 clusters Score -3410502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -3410506.750000 Penalty: 5069.216309
	Iteration 192Q: 3 clusters Score -3410507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -3410512.750000 Penalty: 5069.216309
	Iteration 193Q: 3 clusters Score -3410513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -3410509.750000 Penalty: 5069.216309
	Iteration 194Q: 3 clusters Score -3410510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -3410509.250000 Penalty: 5069.216309
	Iteration 195Q: 3 clusters Score -3410509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -3410508.250000 Penalty: 5069.216309
	Iteration 196Q: 3 clusters Score -3410508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -3410508.250000 Penalty: 5069.216309
	Iteration 197F: 3 clusters Score -3410508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Entering Unmasked Estep 
Score: -1431165.125000 Penalty: 2320.373047
	Iteration 0F: 2 clusters Score -1431165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1422535.875000 Penalty: 4640.746094
	Iteration 0F: 3 clusters Score -1422536 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1425166.125000 Penalty: 4640.746094
	Iteration 1F: 3 clusters Score -1425166 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1425487.750000 Penalty: 4640.746094
	Iteration 2F: 3 clusters Score -1425488 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1425728.625000 Penalty: 4640.746094
	Iteration 3Q: 3 clusters Score -1425729 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1425971.500000 Penalty: 4640.746094
	Iteration 4Q: 3 clusters Score -1425972 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1426221.375000 Penalty: 4640.746094
	Iteration 5Q: 3 clusters Score -1426221 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1426525.750000 Penalty: 4640.746094
	Iteration 6Q: 3 clusters Score -1426526 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1426888.250000 Penalty: 4640.746094
	Iteration 7Q: 3 clusters Score -1426888 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1427202.875000 Penalty: 4640.746094
	Iteration 8Q: 3 clusters Score -1427203 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1427536.500000 Penalty: 4640.746094
	Iteration 9Q: 3 clusters Score -1427536 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1427826.375000 Penalty: 4640.746094
	Iteration 10Q: 3 clusters Score -1427826 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1428097.375000 Penalty: 4640.746094
	Iteration 11Q: 3 clusters Score -1428097 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1428331.250000 Penalty: 4640.746094
	Iteration 12Q: 3 clusters Score -1428331 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1428511.250000 Penalty: 4640.746094
	Iteration 13Q: 3 clusters Score -1428511 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1428658.375000 Penalty: 4640.746094
	Iteration 14Q: 3 clusters Score -1428658 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1428766.875000 Penalty: 4640.746094
	Iteration 15Q: 3 clusters Score -1428767 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1428857.000000 Penalty: 4640.746094
	Iteration 16Q: 3 clusters Score -1428857 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1428927.625000 Penalty: 4640.746094
	Iteration 17Q: 3 clusters Score -1428928 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1428981.625000 Penalty: 4640.746094
	Iteration 18Q: 3 clusters Score -1428982 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1429022.250000 Penalty: 4640.746094
	Iteration 19Q: 3 clusters Score -1429022 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1429060.125000 Penalty: 4640.746094
	Iteration 20F: 3 clusters Score -1429060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1429093.750000 Penalty: 4640.746094
	Iteration 21Q: 3 clusters Score -1429094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1429114.875000 Penalty: 4640.746094
	Iteration 22Q: 3 clusters Score -1429115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1429127.125000 Penalty: 4640.746094
	Iteration 23Q: 3 clusters Score -1429127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1429141.250000 Penalty: 4640.746094
	Iteration 24Q: 3 clusters Score -1429141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1429145.500000 Penalty: 4640.746094
	Iteration 25Q: 3 clusters Score -1429146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1429153.250000 Penalty: 4640.746094
	Iteration 26Q: 3 clusters Score -1429153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1429155.250000 Penalty: 4640.746094
	Iteration 27Q: 3 clusters Score -1429155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1429158.000000 Penalty: 4640.746094
	Iteration 28Q: 3 clusters Score -1429158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1429161.750000 Penalty: 4640.746094
	Iteration 29Q: 3 clusters Score -1429162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1429161.000000 Penalty: 4640.746094
	Iteration 30Q: 3 clusters Score -1429161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1429161.375000 Penalty: 4640.746094
	Iteration 31Q: 3 clusters Score -1429161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1429166.250000 Penalty: 4640.746094
	Iteration 32Q: 3 clusters Score -1429166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1429170.375000 Penalty: 4640.746094
	Iteration 33Q: 3 clusters Score -1429170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1429173.000000 Penalty: 4640.746094
	Iteration 34Q: 3 clusters Score -1429173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1429174.000000 Penalty: 4640.746094
	Iteration 35Q: 3 clusters Score -1429174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1429175.125000 Penalty: 4640.746094
	Iteration 36Q: 3 clusters Score -1429175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1429175.750000 Penalty: 4640.746094
	Iteration 37Q: 3 clusters Score -1429176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1429174.875000 Penalty: 4640.746094
	Iteration 38Q: 3 clusters Score -1429175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1429176.125000 Penalty: 4640.746094
	Iteration 39Q: 3 clusters Score -1429176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1429174.375000 Penalty: 4640.746094
	Iteration 40F: 3 clusters Score -1429174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1429175.125000 Penalty: 4640.746094
	Iteration 41Q: 3 clusters Score -1429175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1429178.250000 Penalty: 4640.746094
	Iteration 42Q: 3 clusters Score -1429178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1429177.125000 Penalty: 4640.746094
	Iteration 43Q: 3 clusters Score -1429177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1429178.500000 Penalty: 4640.746094
	Iteration 44Q: 3 clusters Score -1429178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1429178.500000 Penalty: 4640.746094
	Iteration 45Q: 3 clusters Score -1429178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1429176.875000 Penalty: 4640.746094
	Iteration 46Q: 3 clusters Score -1429177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1429179.625000 Penalty: 4640.746094
	Iteration 47Q: 3 clusters Score -1429180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1429179.625000 Penalty: 4640.746094
	Iteration 48F: 3 clusters Score -1429180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Entering Unmasked Estep 
Score: -81414.414062 Penalty: 1635.753540
	Iteration 0F: 2 clusters Score -81414.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -79739.429688 Penalty: 3271.507080
	Iteration 0F: 3 clusters Score -79739.43 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -79961.312500 Penalty: 3271.507080
	Iteration 1F: 3 clusters Score -79961.31 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -80106.289062 Penalty: 3271.507080
	Iteration 2F: 3 clusters Score -80106.29 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -80209.273438 Penalty: 3271.507080
	Iteration 3Q: 3 clusters Score -80209.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -80232.046875 Penalty: 3271.507080
	Iteration 4Q: 3 clusters Score -80232.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -80249.968750 Penalty: 3271.507080
	Iteration 5Q: 3 clusters Score -80249.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -80269.445312 Penalty: 3271.507080
	Iteration 6Q: 3 clusters Score -80269.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -80281.281250 Penalty: 3271.507080
	Iteration 7Q: 3 clusters Score -80281.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -80285.445312 Penalty: 3271.507080
	Iteration 8Q: 3 clusters Score -80285.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -80289.421875 Penalty: 3271.507080
	Iteration 9Q: 3 clusters Score -80289.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -80303.054688 Penalty: 3271.507080
	Iteration 10Q: 3 clusters Score -80303.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -80313.164062 Penalty: 3271.507080
	Iteration 11Q: 3 clusters Score -80313.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -80316.203125 Penalty: 3271.507080
	Iteration 12Q: 3 clusters Score -80316.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -80321.843750 Penalty: 3271.507080
	Iteration 13Q: 3 clusters Score -80321.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -80327.062500 Penalty: 3271.507080
	Iteration 14Q: 3 clusters Score -80327.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -80332.726562 Penalty: 3271.507080
	Iteration 15Q: 3 clusters Score -80332.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -80334.570312 Penalty: 3271.507080
	Iteration 16Q: 3 clusters Score -80334.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -80334.570312 Penalty: 3271.507080
	Iteration 17F: 3 clusters Score -80334.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -48977.941406 Penalty: 1500.333984
	Iteration 0F: 2 clusters Score -48977.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -47566.796875 Penalty: 3000.667969
	Iteration 0F: 3 clusters Score -47566.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47758.425781 Penalty: 3000.667969
	Iteration 1F: 3 clusters Score -47758.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47815.640625 Penalty: 3000.667969
	Iteration 2Q: 3 clusters Score -47815.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47857.558594 Penalty: 3000.667969
	Iteration 3Q: 3 clusters Score -47857.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47888.597656 Penalty: 3000.667969
	Iteration 4Q: 3 clusters Score -47888.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47898.296875 Penalty: 3000.667969
	Iteration 5Q: 3 clusters Score -47898.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47905.820312 Penalty: 3000.667969
	Iteration 6Q: 3 clusters Score -47905.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47907.226562 Penalty: 3000.667969
	Iteration 7Q: 3 clusters Score -47907.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47907.226562 Penalty: 3000.667969
	Iteration 8F: 3 clusters Score -47907.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -71811.976562 Penalty: 1610.825806
	Iteration 0F: 2 clusters Score -71811.98 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 338 members 
Entering Unmasked Estep 
Score: -70138.710938 Penalty: 3221.651611
	Iteration 0F: 3 clusters Score -70138.71 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -70337.000000 Penalty: 3221.651611
	Iteration 1F: 3 clusters Score -70337 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -70399.593750 Penalty: 3221.651611
	Iteration 2F: 3 clusters Score -70399.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -70420.554688 Penalty: 3221.651611
	Iteration 3Q: 3 clusters Score -70420.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -70436.070312 Penalty: 3221.651611
	Iteration 4Q: 3 clusters Score -70436.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -70441.125000 Penalty: 3221.651611
	Iteration 5Q: 3 clusters Score -70441.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -70442.406250 Penalty: 3221.651611
	Iteration 6Q: 3 clusters Score -70442.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -70442.406250 Penalty: 3221.651611
	Iteration 7F: 3 clusters Score -70442.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (249058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249058 members 
Entering Unmasked Estep 
Score: -30446138.000000 Penalty: 3081.509277
	Iteration 0F: 2 clusters Score -3.044614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124864 members 
Mstep: Class 2 contains 124194 members 
Entering Unmasked Estep 
Score: -30296248.000000 Penalty: 6163.018555
	Iteration 0F: 3 clusters Score -3.029625e+07 nChanged 120338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131300 members 
Mstep: Class 2 contains 117758 members 
Entering Unmasked Estep 
Score: -30368108.000000 Penalty: 6163.018555
	Iteration 1F: 3 clusters Score -3.036811e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134983 members 
Mstep: Class 2 contains 114075 members 
Entering Unmasked Estep 
Score: -30370314.000000 Penalty: 6163.018555
	Iteration 2Q: 3 clusters Score -3.037031e+07 nChanged 9455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140518 members 
Mstep: Class 2 contains 108540 members 
Entering Unmasked Estep 
Score: -30373516.000000 Penalty: 6163.018555
	Iteration 3Q: 3 clusters Score -3.037352e+07 nChanged 11555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149083 members 
Mstep: Class 2 contains 99975 members 
Entering Unmasked Estep 
Score: -30378592.000000 Penalty: 6163.018555
	Iteration 4Q: 3 clusters Score -3.037859e+07 nChanged 14546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161611 members 
Mstep: Class 2 contains 87447 members 
Entering Unmasked Estep 
Score: -30386320.000000 Penalty: 6163.018555
	Iteration 5F: 3 clusters Score -3.038632e+07 nChanged 18163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178566 members 
Mstep: Class 2 contains 70492 members 
Entering Unmasked Estep 
Score: -30397750.000000 Penalty: 6163.018555
	Iteration 6F: 3 clusters Score -3.039775e+07 nChanged 20155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198033 members 
Mstep: Class 2 contains 51025 members 
Entering Unmasked Estep 
Score: -30410230.000000 Penalty: 6163.018555
	Iteration 7F: 3 clusters Score -3.041023e+07 nChanged 18116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215741 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -30421752.000000 Penalty: 6163.018555
	Iteration 8F: 3 clusters Score -3.042175e+07 nChanged 13312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228871 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -30429956.000000 Penalty: 6163.018555
	Iteration 9F: 3 clusters Score -3.042996e+07 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237160 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -30435406.000000 Penalty: 6163.018555
	Iteration 10Q: 3 clusters Score -3.043541e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241993 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -30438728.000000 Penalty: 6163.018555
	Iteration 11Q: 3 clusters Score -3.043873e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244799 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -30440562.000000 Penalty: 6163.018555
	Iteration 12Q: 3 clusters Score -3.044056e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246340 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -30441712.000000 Penalty: 6163.018555
	Iteration 13Q: 3 clusters Score -3.044171e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247140 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -30442342.000000 Penalty: 6163.018555
	Iteration 14Q: 3 clusters Score -3.044234e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247576 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -30442640.000000 Penalty: 6163.018555
	Iteration 15Q: 3 clusters Score -3.044264e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247821 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -30442898.000000 Penalty: 6163.018555
	Iteration 16Q: 3 clusters Score -3.04429e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247972 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -30443092.000000 Penalty: 6163.018555
	Iteration 17Q: 3 clusters Score -3.044309e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248071 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -30443210.000000 Penalty: 6163.018555
	Iteration 18Q: 3 clusters Score -3.044321e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248139 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -30443294.000000 Penalty: 6163.018555
	Iteration 19Q: 3 clusters Score -3.044329e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248192 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -30443338.000000 Penalty: 6163.018555
	Iteration 20F: 3 clusters Score -3.044334e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248235 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -30443372.000000 Penalty: 6163.018555
	Iteration 21Q: 3 clusters Score -3.044337e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248253 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -30443434.000000 Penalty: 6163.018555
	Iteration 22Q: 3 clusters Score -3.044343e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248276 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -30443448.000000 Penalty: 6163.018555
	Iteration 23Q: 3 clusters Score -3.044345e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248289 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -30443456.000000 Penalty: 6163.018555
	Iteration 24Q: 3 clusters Score -3.044346e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248304 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -30443512.000000 Penalty: 6163.018555
	Iteration 25Q: 3 clusters Score -3.044351e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248310 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -30443496.000000 Penalty: 6163.018555
	Iteration 26Q: 3 clusters Score -3.04435e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248324 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -30443496.000000 Penalty: 6163.018555
	Iteration 27Q: 3 clusters Score -3.04435e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248332 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -30443504.000000 Penalty: 6163.018555
	Iteration 28Q: 3 clusters Score -3.04435e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248337 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -30443508.000000 Penalty: 6163.018555
	Iteration 29Q: 3 clusters Score -3.044351e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248344 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -30443520.000000 Penalty: 6163.018555
	Iteration 30Q: 3 clusters Score -3.044352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248346 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -30443532.000000 Penalty: 6163.018555
	Iteration 31Q: 3 clusters Score -3.044353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248343 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -30443530.000000 Penalty: 6163.018555
	Iteration 32Q: 3 clusters Score -3.044353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248344 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -30443542.000000 Penalty: 6163.018555
	Iteration 33Q: 3 clusters Score -3.044354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248344 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -30443542.000000 Penalty: 6163.018555
	Iteration 34Q: 3 clusters Score -3.044354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248349 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -30443542.000000 Penalty: 6163.018555
	Iteration 35Q: 3 clusters Score -3.044354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248350 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -30443546.000000 Penalty: 6163.018555
	Iteration 36Q: 3 clusters Score -3.044355e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248350 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -30443546.000000 Penalty: 6163.018555
	Iteration 37F: 3 clusters Score -3.044355e+07 nChanged 0
--- Evaluating fit on full set of 3997961 points ---
Entering Unmasked Estep 
Score: -485254080.000000 Penalty: 113097.632812
24->31 Clusters: Score -485254080.000000, best is -485460832.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1332653 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55565 members 
Mstep: Class 2 contains 55367 members 
Mstep: Class 3 contains 55245 members 
Mstep: Class 4 contains 55428 members 
Mstep: Class 5 contains 55601 members 
Mstep: Class 6 contains 55627 members 
Mstep: Class 7 contains 55648 members 
Mstep: Class 8 contains 55576 members 
Mstep: Class 9 contains 55353 members 
Mstep: Class 10 contains 55891 members 
Mstep: Class 11 contains 55406 members 
Mstep: Class 12 contains 55617 members 
Mstep: Class 13 contains 55672 members 
Mstep: Class 14 contains 55387 members 
Mstep: Class 15 contains 55731 members 
Mstep: Class 16 contains 55514 members 
Mstep: Class 17 contains 55548 members 
Mstep: Class 18 contains 55476 members 
Mstep: Class 19 contains 55515 members 
Mstep: Class 20 contains 55715 members 
Mstep: Class 21 contains 55391 members 
Mstep: Class 22 contains 55533 members 
Mstep: Class 23 contains 55419 members 
Mstep: Class 24 contains 55428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 239.116882 but Gain 3497.468750
Score: -151378608.000000 Penalty: 80441.695312
Iteration 0F: 24 clusters Score -1.513786e+08 nChanged 1272768
Entering Unmasked Mstep 
Mstep: Class 0 contains 2312 members 
Mstep: Class 1 contains 136226 members 
Mstep: Class 2 contains 88840 members 
Mstep: Class 3 contains 99834 members 
Mstep: Class 4 contains 19041 members 
Mstep: Class 5 contains 26230 members 
Mstep: Class 6 contains 34103 members 
Mstep: Class 8 contains 18269 members 
Mstep: Class 9 contains 12501 members 
Mstep: Class 10 contains 29684 members 
Mstep: Class 11 contains 104239 members 
Mstep: Class 12 contains 173765 members 
Mstep: Class 13 contains 73798 members 
Mstep: Class 14 contains 72191 members 
Mstep: Class 15 contains 16331 members 
Mstep: Class 16 contains 17207 members 
Mstep: Class 17 contains 6933 members 
Mstep: Class 18 contains 43841 members 
Mstep: Class 19 contains 11616 members 
Mstep: Class 20 contains 20398 members 
Mstep: Class 21 contains 87439 members 
Mstep: Class 22 contains 103145 members 
Mstep: Class 23 contains 28816 members 
Mstep: Class 24 contains 105894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155149888.000000 Penalty: 80441.695312
Iteration 1F: 24 clusters Score -1.551499e+08 nChanged 468634
Entering Unmasked Mstep 
Mstep: Class 0 contains 1788 members 
Mstep: Class 1 contains 188677 members 
Mstep: Class 2 contains 85889 members 
Mstep: Class 3 contains 83642 members 
Mstep: Class 4 contains 9362 members 
Mstep: Class 5 contains 28330 members 
Mstep: Class 6 contains 20242 members 
Mstep: Class 8 contains 13211 members 
Mstep: Class 9 contains 7040 members 
Mstep: Class 10 contains 23600 members 
Mstep: Class 11 contains 93224 members 
Mstep: Class 12 contains 215656 members 
Mstep: Class 13 contains 67596 members 
Mstep: Class 14 contains 70989 members 
Mstep: Class 15 contains 10989 members 
Mstep: Class 16 contains 9164 members 
Mstep: Class 17 contains 2770 members 
Mstep: Class 18 contains 42225 members 
Mstep: Class 19 contains 9606 members 
Mstep: Class 20 contains 13495 members 
Mstep: Class 21 contains 90156 members 
Mstep: Class 22 contains 102164 members 
Mstep: Class 23 contains 23690 members 
Mstep: Class 24 contains 119148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156050528.000000 Penalty: 80441.695312
Iteration 2F: 24 clusters Score -1.560505e+08 nChanged 367514
Entering Unmasked Mstep 
Mstep: Class 0 contains 1042 members 
Mstep: Class 1 contains 227189 members 
Mstep: Class 2 contains 63830 members 
Mstep: Class 3 contains 67756 members 
Mstep: Class 4 contains 4083 members 
Mstep: Class 5 contains 39187 members 
Mstep: Class 6 contains 13795 members 
Mstep: Class 8 contains 10005 members 
Mstep: Class 9 contains 4981 members 
Mstep: Class 10 contains 24135 members 
Mstep: Class 11 contains 76774 members 
Mstep: Class 12 contains 224768 members 
Mstep: Class 13 contains 57228 members 
Mstep: Class 14 contains 95224 members 
Mstep: Class 15 contains 7018 members 
Mstep: Class 16 contains 5174 members 
Mstep: Class 17 contains 2160 members 
Mstep: Class 18 contains 42749 members 
Mstep: Class 19 contains 10961 members 
Mstep: Class 20 contains 10128 members 
Mstep: Class 21 contains 101545 members 
Mstep: Class 22 contains 106961 members 
Mstep: Class 23 contains 21962 members 
Mstep: Class 24 contains 113998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2807.695801 but Gain 3497.460938
Score: -156735984.000000 Penalty: 76944.234375
Iteration 3F: 23 clusters Score -1.56736e+08 nChanged 317554
Entering Unmasked Mstep 
Mstep: Class 0 contains 980 members 
Mstep: Class 1 contains 241178 members 
Mstep: Class 2 contains 41603 members 
Mstep: Class 3 contains 55846 members 
Mstep: Class 5 contains 59018 members 
Mstep: Class 6 contains 12575 members 
Mstep: Class 8 contains 8586 members 
Mstep: Class 9 contains 4124 members 
Mstep: Class 10 contains 28827 members 
Mstep: Class 11 contains 56189 members 
Mstep: Class 12 contains 213720 members 
Mstep: Class 13 contains 48421 members 
Mstep: Class 14 contains 124650 members 
Mstep: Class 15 contains 4745 members 
Mstep: Class 16 contains 5383 members 
Mstep: Class 17 contains 1927 members 
Mstep: Class 18 contains 44931 members 
Mstep: Class 19 contains 13911 members 
Mstep: Class 20 contains 7492 members 
Mstep: Class 21 contains 122295 members 
Mstep: Class 22 contains 107382 members 
Mstep: Class 23 contains 22228 members 
Mstep: Class 24 contains 106642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157249984.000000 Penalty: 76944.234375
Iteration 4F: 23 clusters Score -1.5725e+08 nChanged 247756
Entering Unmasked Mstep 
Mstep: Class 0 contains 759 members 
Mstep: Class 1 contains 232603 members 
Mstep: Class 2 contains 31067 members 
Mstep: Class 3 contains 47316 members 
Mstep: Class 5 contains 79607 members 
Mstep: Class 6 contains 12814 members 
Mstep: Class 8 contains 7466 members 
Mstep: Class 9 contains 3831 members 
Mstep: Class 10 contains 33903 members 
Mstep: Class 11 contains 39467 members 
Mstep: Class 12 contains 201773 members 
Mstep: Class 13 contains 40186 members 
Mstep: Class 14 contains 138914 members 
Mstep: Class 15 contains 4068 members 
Mstep: Class 16 contains 7437 members 
Mstep: Class 17 contains 2298 members 
Mstep: Class 18 contains 49485 members 
Mstep: Class 19 contains 18418 members 
Mstep: Class 20 contains 5920 members 
Mstep: Class 21 contains 139602 members 
Mstep: Class 22 contains 100299 members 
Mstep: Class 23 contains 22574 members 
Mstep: Class 24 contains 112846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157631808.000000 Penalty: 76944.234375
Iteration 5F: 23 clusters Score -1.576318e+08 nChanged 188745
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 212725 members 
Mstep: Class 2 contains 28173 members 
Mstep: Class 3 contains 40911 members 
Mstep: Class 5 contains 95814 members 
Mstep: Class 6 contains 10726 members 
Mstep: Class 8 contains 6902 members 
Mstep: Class 9 contains 3963 members 
Mstep: Class 10 contains 36735 members 
Mstep: Class 11 contains 29444 members 
Mstep: Class 12 contains 202119 members 
Mstep: Class 13 contains 31687 members 
Mstep: Class 14 contains 143376 members 
Mstep: Class 15 contains 4166 members 
Mstep: Class 16 contains 9960 members 
Mstep: Class 17 contains 3040 members 
Mstep: Class 18 contains 55144 members 
Mstep: Class 19 contains 21897 members 
Mstep: Class 20 contains 4952 members 
Mstep: Class 21 contains 145156 members 
Mstep: Class 22 contains 92522 members 
Mstep: Class 23 contains 22296 members 
Mstep: Class 24 contains 130842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157843312.000000 Penalty: 76944.234375
Iteration 6F: 23 clusters Score -1.578433e+08 nChanged 147567
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 186678 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 36158 members 
Mstep: Class 5 contains 108624 members 
Mstep: Class 6 contains 7053 members 
Mstep: Class 8 contains 6890 members 
Mstep: Class 9 contains 4483 members 
Mstep: Class 10 contains 38611 members 
Mstep: Class 11 contains 23315 members 
Mstep: Class 12 contains 212952 members 
Mstep: Class 13 contains 24579 members 
Mstep: Class 14 contains 143309 members 
Mstep: Class 15 contains 4650 members 
Mstep: Class 16 contains 11837 members 
Mstep: Class 17 contains 3049 members 
Mstep: Class 18 contains 59759 members 
Mstep: Class 19 contains 23769 members 
Mstep: Class 20 contains 4452 members 
Mstep: Class 21 contains 143018 members 
Mstep: Class 22 contains 86549 members 
Mstep: Class 23 contains 22047 members 
Mstep: Class 24 contains 151883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157980352.000000 Penalty: 76944.234375
Iteration 7F: 23 clusters Score -1.579804e+08 nChanged 116497
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 159496 members 
Mstep: Class 2 contains 31497 members 
Mstep: Class 3 contains 32645 members 
Mstep: Class 5 contains 118356 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 8 contains 7205 members 
Mstep: Class 9 contains 5321 members 
Mstep: Class 10 contains 39538 members 
Mstep: Class 11 contains 19150 members 
Mstep: Class 12 contains 228372 members 
Mstep: Class 13 contains 19635 members 
Mstep: Class 14 contains 141489 members 
Mstep: Class 15 contains 5324 members 
Mstep: Class 16 contains 12898 members 
Mstep: Class 17 contains 3046 members 
Mstep: Class 18 contains 61036 members 
Mstep: Class 19 contains 24478 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 139151 members 
Mstep: Class 22 contains 82281 members 
Mstep: Class 23 contains 22092 members 
Mstep: Class 24 contains 171209 members 
Entering Unmasked Estep 
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Iteration 8F: 23 clusters Score -1.580759e+08 nChanged 93608
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 136049 members 
Mstep: Class 2 contains 35093 members 
Mstep: Class 3 contains 30157 members 
Mstep: Class 5 contains 124832 members 
Mstep: Class 6 contains 2837 members 
Mstep: Class 8 contains 7614 members 
Mstep: Class 9 contains 6286 members 
Mstep: Class 10 contains 39414 members 
Mstep: Class 11 contains 16129 members 
Mstep: Class 12 contains 242991 members 
Mstep: Class 13 contains 16457 members 
Mstep: Class 14 contains 139167 members 
Mstep: Class 15 contains 6164 members 
Mstep: Class 16 contains 13396 members 
Mstep: Class 17 contains 3050 members 
Mstep: Class 18 contains 58700 members 
Mstep: Class 19 contains 24473 members 
Mstep: Class 20 contains 4088 members 
Mstep: Class 21 contains 136182 members 
Mstep: Class 22 contains 79003 members 
Mstep: Class 23 contains 22447 members 
Mstep: Class 24 contains 188038 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 9F: 23 clusters Score -1.58141e+08 nChanged 77620
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 118115 members 
Mstep: Class 2 contains 39277 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 5 contains 127861 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 8 contains 8070 members 
Mstep: Class 9 contains 7316 members 
Mstep: Class 10 contains 38943 members 
Mstep: Class 11 contains 13983 members 
Mstep: Class 12 contains 254056 members 
Mstep: Class 13 contains 14591 members 
Mstep: Class 14 contains 136627 members 
Mstep: Class 15 contains 7187 members 
Mstep: Class 16 contains 13758 members 
Mstep: Class 17 contains 3056 members 
Mstep: Class 18 contains 53753 members 
Mstep: Class 19 contains 24211 members 
Mstep: Class 20 contains 3926 members 
Mstep: Class 21 contains 135633 members 
Mstep: Class 22 contains 76476 members 
Mstep: Class 23 contains 22864 members 
Mstep: Class 24 contains 202002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158187344.000000 Penalty: 76944.234375
Iteration 10F: 23 clusters Score -1.581873e+08 nChanged 64200
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 105516 members 
Mstep: Class 2 contains 43661 members 
Mstep: Class 3 contains 27107 members 
Mstep: Class 5 contains 128210 members 
Mstep: Class 6 contains 2453 members 
Mstep: Class 8 contains 8507 members 
Mstep: Class 9 contains 8280 members 
Mstep: Class 10 contains 38672 members 
Mstep: Class 11 contains 12543 members 
Mstep: Class 12 contains 260902 members 
Mstep: Class 13 contains 13402 members 
Mstep: Class 14 contains 134031 members 
Mstep: Class 15 contains 8500 members 
Mstep: Class 16 contains 14258 members 
Mstep: Class 17 contains 3057 members 
Mstep: Class 18 contains 47744 members 
Mstep: Class 19 contains 23853 members 
Mstep: Class 20 contains 3785 members 
Mstep: Class 21 contains 136950 members 
Mstep: Class 22 contains 74485 members 
Mstep: Class 23 contains 23367 members 
Mstep: Class 24 contains 213296 members 
Entering Unmasked Estep 
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Iteration 11Q: 23 clusters Score -1.582236e+08 nChanged 53977
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 97538 members 
Mstep: Class 2 contains 47717 members 
Mstep: Class 3 contains 26083 members 
Mstep: Class 5 contains 127215 members 
Mstep: Class 6 contains 2646 members 
Mstep: Class 8 contains 8871 members 
Mstep: Class 9 contains 9226 members 
Mstep: Class 10 contains 38504 members 
Mstep: Class 11 contains 11438 members 
Mstep: Class 12 contains 263728 members 
Mstep: Class 13 contains 12540 members 
Mstep: Class 14 contains 131479 members 
Mstep: Class 15 contains 10020 members 
Mstep: Class 16 contains 14808 members 
Mstep: Class 17 contains 3058 members 
Mstep: Class 18 contains 41852 members 
Mstep: Class 19 contains 23544 members 
Mstep: Class 20 contains 3733 members 
Mstep: Class 21 contains 139104 members 
Mstep: Class 22 contains 72863 members 
Mstep: Class 23 contains 23891 members 
Mstep: Class 24 contains 222723 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 12Q: 23 clusters Score -1.582508e+08 nChanged 44684
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 92688 members 
Mstep: Class 2 contains 51218 members 
Mstep: Class 3 contains 25328 members 
Mstep: Class 5 contains 125474 members 
Mstep: Class 6 contains 2899 members 
Mstep: Class 8 contains 9209 members 
Mstep: Class 9 contains 10076 members 
Mstep: Class 10 contains 38417 members 
Mstep: Class 11 contains 10696 members 
Mstep: Class 12 contains 263899 members 
Mstep: Class 13 contains 11903 members 
Mstep: Class 14 contains 129093 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 15543 members 
Mstep: Class 17 contains 3057 members 
Mstep: Class 18 contains 36678 members 
Mstep: Class 19 contains 23267 members 
Mstep: Class 20 contains 3689 members 
Mstep: Class 21 contains 141630 members 
Mstep: Class 22 contains 71449 members 
Mstep: Class 23 contains 24446 members 
Mstep: Class 24 contains 230309 members 
Entering Unmasked Estep 
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Score: -158269024.000000 Penalty: 76944.234375
Iteration 13Q: 23 clusters Score -1.58269e+08 nChanged 37448
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 89828 members 
Mstep: Class 2 contains 54152 members 
Mstep: Class 3 contains 24759 members 
Mstep: Class 5 contains 123247 members 
Mstep: Class 6 contains 3126 members 
Mstep: Class 8 contains 9514 members 
Mstep: Class 9 contains 10905 members 
Mstep: Class 10 contains 38358 members 
Mstep: Class 11 contains 10156 members 
Mstep: Class 12 contains 262458 members 
Mstep: Class 13 contains 11505 members 
Mstep: Class 14 contains 126825 members 
Mstep: Class 15 contains 13222 members 
Mstep: Class 16 contains 16397 members 
Mstep: Class 17 contains 3056 members 
Mstep: Class 18 contains 32587 members 
Mstep: Class 19 contains 23044 members 
Mstep: Class 20 contains 3689 members 
Mstep: Class 21 contains 144342 members 
Mstep: Class 22 contains 70103 members 
Mstep: Class 23 contains 24858 members 
Mstep: Class 24 contains 236450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158286512.000000 Penalty: 76944.234375
Iteration 14Q: 23 clusters Score -1.582865e+08 nChanged 31283
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 87993 members 
Mstep: Class 2 contains 56522 members 
Mstep: Class 3 contains 24335 members 
Mstep: Class 5 contains 120672 members 
Mstep: Class 6 contains 3374 members 
Mstep: Class 8 contains 9760 members 
Mstep: Class 9 contains 11690 members 
Mstep: Class 10 contains 38329 members 
Mstep: Class 11 contains 9775 members 
Mstep: Class 12 contains 259886 members 
Mstep: Class 13 contains 11153 members 
Mstep: Class 14 contains 124835 members 
Mstep: Class 15 contains 14868 members 
Mstep: Class 16 contains 17268 members 
Mstep: Class 17 contains 3055 members 
Mstep: Class 18 contains 29679 members 
Mstep: Class 19 contains 22922 members 
Mstep: Class 20 contains 3717 members 
Mstep: Class 21 contains 147453 members 
Mstep: Class 22 contains 68919 members 
Mstep: Class 23 contains 25101 members 
Mstep: Class 24 contains 241275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158298000.000000 Penalty: 76944.234375
Iteration 15Q: 23 clusters Score -1.58298e+08 nChanged 26855
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 87025 members 
Mstep: Class 2 contains 58370 members 
Mstep: Class 3 contains 24030 members 
Mstep: Class 5 contains 117854 members 
Mstep: Class 6 contains 3582 members 
Mstep: Class 8 contains 9981 members 
Mstep: Class 9 contains 12406 members 
Mstep: Class 10 contains 38313 members 
Mstep: Class 11 contains 9503 members 
Mstep: Class 12 contains 256769 members 
Mstep: Class 13 contains 10906 members 
Mstep: Class 14 contains 123084 members 
Mstep: Class 15 contains 16357 members 
Mstep: Class 16 contains 18104 members 
Mstep: Class 17 contains 3054 members 
Mstep: Class 18 contains 27740 members 
Mstep: Class 19 contains 22859 members 
Mstep: Class 20 contains 3804 members 
Mstep: Class 21 contains 150759 members 
Mstep: Class 22 contains 67871 members 
Mstep: Class 23 contains 25337 members 
Mstep: Class 24 contains 244873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158307152.000000 Penalty: 76944.234375
Iteration 16Q: 23 clusters Score -1.583072e+08 nChanged 23401
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 86763 members 
Mstep: Class 2 contains 59771 members 
Mstep: Class 3 contains 23722 members 
Mstep: Class 5 contains 114907 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 8 contains 10158 members 
Mstep: Class 9 contains 13027 members 
Mstep: Class 10 contains 38299 members 
Mstep: Class 11 contains 9232 members 
Mstep: Class 12 contains 253391 members 
Mstep: Class 13 contains 10665 members 
Mstep: Class 14 contains 121529 members 
Mstep: Class 15 contains 17626 members 
Mstep: Class 16 contains 18980 members 
Mstep: Class 17 contains 3052 members 
Mstep: Class 18 contains 26547 members 
Mstep: Class 19 contains 22818 members 
Mstep: Class 20 contains 3901 members 
Mstep: Class 21 contains 154143 members 
Mstep: Class 22 contains 66931 members 
Mstep: Class 23 contains 25627 members 
Mstep: Class 24 contains 247711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158312944.000000 Penalty: 76944.234375
Iteration 17Q: 23 clusters Score -1.583129e+08 nChanged 20551
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 87028 members 
Mstep: Class 2 contains 60828 members 
Mstep: Class 3 contains 23430 members 
Mstep: Class 5 contains 111896 members 
Mstep: Class 6 contains 4001 members 
Mstep: Class 8 contains 10313 members 
Mstep: Class 9 contains 13550 members 
Mstep: Class 10 contains 38292 members 
Mstep: Class 11 contains 8990 members 
Mstep: Class 12 contains 250025 members 
Mstep: Class 13 contains 10425 members 
Mstep: Class 14 contains 120190 members 
Mstep: Class 15 contains 18722 members 
Mstep: Class 16 contains 19795 members 
Mstep: Class 17 contains 3054 members 
Mstep: Class 18 contains 25886 members 
Mstep: Class 19 contains 22823 members 
Mstep: Class 20 contains 3981 members 
Mstep: Class 21 contains 157496 members 
Mstep: Class 22 contains 66122 members 
Mstep: Class 23 contains 25888 members 
Mstep: Class 24 contains 249846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158318032.000000 Penalty: 76944.234375
Iteration 18Q: 23 clusters Score -1.58318e+08 nChanged 18545
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 87582 members 
Mstep: Class 2 contains 61670 members 
Mstep: Class 3 contains 23080 members 
Mstep: Class 5 contains 108801 members 
Mstep: Class 6 contains 4234 members 
Mstep: Class 8 contains 10401 members 
Mstep: Class 9 contains 13999 members 
Mstep: Class 10 contains 38287 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 246831 members 
Mstep: Class 13 contains 10137 members 
Mstep: Class 14 contains 119004 members 
Mstep: Class 15 contains 19647 members 
Mstep: Class 16 contains 20630 members 
Mstep: Class 17 contains 3053 members 
Mstep: Class 18 contains 25507 members 
Mstep: Class 19 contains 22861 members 
Mstep: Class 20 contains 4090 members 
Mstep: Class 21 contains 160880 members 
Mstep: Class 22 contains 65386 members 
Mstep: Class 23 contains 26183 members 
Mstep: Class 24 contains 251577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158321600.000000 Penalty: 76944.234375
Iteration 19Q: 23 clusters Score -1.583216e+08 nChanged 16766
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 88378 members 
Mstep: Class 2 contains 62377 members 
Mstep: Class 3 contains 22812 members 
Mstep: Class 5 contains 105579 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 8 contains 10438 members 
Mstep: Class 9 contains 14340 members 
Mstep: Class 10 contains 38289 members 
Mstep: Class 11 contains 8507 members 
Mstep: Class 12 contains 243816 members 
Mstep: Class 13 contains 9867 members 
Mstep: Class 14 contains 117957 members 
Mstep: Class 15 contains 20362 members 
Mstep: Class 16 contains 21384 members 
Mstep: Class 17 contains 3052 members 
Mstep: Class 18 contains 25246 members 
Mstep: Class 19 contains 22884 members 
Mstep: Class 20 contains 4240 members 
Mstep: Class 21 contains 164385 members 
Mstep: Class 22 contains 64749 members 
Mstep: Class 23 contains 26440 members 
Mstep: Class 24 contains 253020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158326208.000000 Penalty: 76944.234375
Iteration 20F: 23 clusters Score -1.583262e+08 nChanged 16215
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 89374 members 
Mstep: Class 2 contains 62899 members 
Mstep: Class 3 contains 22525 members 
Mstep: Class 5 contains 102390 members 
Mstep: Class 6 contains 5205 members 
Mstep: Class 8 contains 10445 members 
Mstep: Class 9 contains 14712 members 
Mstep: Class 10 contains 38293 members 
Mstep: Class 11 contains 8329 members 
Mstep: Class 12 contains 240758 members 
Mstep: Class 13 contains 9649 members 
Mstep: Class 14 contains 116894 members 
Mstep: Class 15 contains 21135 members 
Mstep: Class 16 contains 22008 members 
Mstep: Class 17 contains 3059 members 
Mstep: Class 18 contains 25163 members 
Mstep: Class 19 contains 22952 members 
Mstep: Class 20 contains 4407 members 
Mstep: Class 21 contains 167850 members 
Mstep: Class 22 contains 63804 members 
Mstep: Class 23 contains 26685 members 
Mstep: Class 24 contains 254057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158329792.000000 Penalty: 76944.234375
Iteration 21Q: 23 clusters Score -1.583298e+08 nChanged 15281
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 90581 members 
Mstep: Class 2 contains 63317 members 
Mstep: Class 3 contains 22298 members 
Mstep: Class 5 contains 99275 members 
Mstep: Class 6 contains 5779 members 
Mstep: Class 8 contains 10464 members 
Mstep: Class 9 contains 15050 members 
Mstep: Class 10 contains 38288 members 
Mstep: Class 11 contains 8115 members 
Mstep: Class 12 contains 237825 members 
Mstep: Class 13 contains 9456 members 
Mstep: Class 14 contains 115933 members 
Mstep: Class 15 contains 21760 members 
Mstep: Class 16 contains 22605 members 
Mstep: Class 17 contains 3058 members 
Mstep: Class 18 contains 25276 members 
Mstep: Class 19 contains 23030 members 
Mstep: Class 20 contains 4572 members 
Mstep: Class 21 contains 171109 members 
Mstep: Class 22 contains 62961 members 
Mstep: Class 23 contains 26926 members 
Mstep: Class 24 contains 254918 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 22Q: 23 clusters Score -1.583325e+08 nChanged 14226
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 92052 members 
Mstep: Class 2 contains 63619 members 
Mstep: Class 3 contains 22126 members 
Mstep: Class 5 contains 96129 members 
Mstep: Class 6 contains 6219 members 
Mstep: Class 8 contains 10499 members 
Mstep: Class 9 contains 15331 members 
Mstep: Class 10 contains 38282 members 
Mstep: Class 11 contains 7928 members 
Mstep: Class 12 contains 234893 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 115112 members 
Mstep: Class 15 contains 22303 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 3058 members 
Mstep: Class 18 contains 25475 members 
Mstep: Class 19 contains 23108 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 174343 members 
Mstep: Class 22 contains 62229 members 
Mstep: Class 23 contains 27143 members 
Mstep: Class 24 contains 255655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158334304.000000 Penalty: 76944.234375
Iteration 23Q: 23 clusters Score -1.583343e+08 nChanged 13344
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 93571 members 
Mstep: Class 2 contains 63841 members 
Mstep: Class 3 contains 21953 members 
Mstep: Class 5 contains 93034 members 
Mstep: Class 6 contains 6557 members 
Mstep: Class 8 contains 10517 members 
Mstep: Class 9 contains 15559 members 
Mstep: Class 10 contains 38279 members 
Mstep: Class 11 contains 7800 members 
Mstep: Class 12 contains 232180 members 
Mstep: Class 13 contains 9032 members 
Mstep: Class 14 contains 114285 members 
Mstep: Class 15 contains 22736 members 
Mstep: Class 16 contains 23595 members 
Mstep: Class 17 contains 3056 members 
Mstep: Class 18 contains 25695 members 
Mstep: Class 19 contains 23199 members 
Mstep: Class 20 contains 4933 members 
Mstep: Class 21 contains 177597 members 
Mstep: Class 22 contains 61612 members 
Mstep: Class 23 contains 27302 members 
Mstep: Class 24 contains 256263 members 
Entering Unmasked Estep 
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Iteration 24Q: 23 clusters Score -1.583371e+08 nChanged 12746
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 95285 members 
Mstep: Class 2 contains 64058 members 
Mstep: Class 3 contains 21734 members 
Mstep: Class 5 contains 89968 members 
Mstep: Class 6 contains 6856 members 
Mstep: Class 8 contains 10506 members 
Mstep: Class 9 contains 15749 members 
Mstep: Class 10 contains 38267 members 
Mstep: Class 11 contains 7688 members 
Mstep: Class 12 contains 229419 members 
Mstep: Class 13 contains 8838 members 
Mstep: Class 14 contains 113548 members 
Mstep: Class 15 contains 23104 members 
Mstep: Class 16 contains 24035 members 
Mstep: Class 17 contains 3050 members 
Mstep: Class 18 contains 25948 members 
Mstep: Class 19 contains 23323 members 
Mstep: Class 20 contains 5117 members 
Mstep: Class 21 contains 180816 members 
Mstep: Class 22 contains 61076 members 
Mstep: Class 23 contains 27463 members 
Mstep: Class 24 contains 256748 members 
Entering Unmasked Estep 
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Iteration 25Q: 23 clusters Score -1.583389e+08 nChanged 12246
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 97197 members 
Mstep: Class 2 contains 64193 members 
Mstep: Class 3 contains 21503 members 
Mstep: Class 5 contains 86909 members 
Mstep: Class 6 contains 7075 members 
Mstep: Class 8 contains 10480 members 
Mstep: Class 9 contains 15919 members 
Mstep: Class 10 contains 38249 members 
Mstep: Class 11 contains 7629 members 
Mstep: Class 12 contains 226747 members 
Mstep: Class 13 contains 8663 members 
Mstep: Class 14 contains 112932 members 
Mstep: Class 15 contains 23369 members 
Mstep: Class 16 contains 24452 members 
Mstep: Class 17 contains 3048 members 
Mstep: Class 18 contains 26345 members 
Mstep: Class 19 contains 23435 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 183938 members 
Mstep: Class 22 contains 60638 members 
Mstep: Class 23 contains 27563 members 
Mstep: Class 24 contains 257041 members 
Entering Unmasked Estep 
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Iteration 26Q: 23 clusters Score -1.583397e+08 nChanged 11732
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 99218 members 
Mstep: Class 2 contains 64294 members 
Mstep: Class 3 contains 21296 members 
Mstep: Class 5 contains 83956 members 
Mstep: Class 6 contains 7261 members 
Mstep: Class 8 contains 10443 members 
Mstep: Class 9 contains 16040 members 
Mstep: Class 10 contains 38212 members 
Mstep: Class 11 contains 7593 members 
Mstep: Class 12 contains 224125 members 
Mstep: Class 13 contains 8468 members 
Mstep: Class 14 contains 112379 members 
Mstep: Class 15 contains 23590 members 
Mstep: Class 16 contains 24823 members 
Mstep: Class 17 contains 3045 members 
Mstep: Class 18 contains 26813 members 
Mstep: Class 19 contains 23537 members 
Mstep: Class 20 contains 5432 members 
Mstep: Class 21 contains 187021 members 
Mstep: Class 22 contains 60200 members 
Mstep: Class 23 contains 27630 members 
Mstep: Class 24 contains 257220 members 
Entering Unmasked Estep 
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Iteration 27Q: 23 clusters Score -1.583422e+08 nChanged 11421
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 101424 members 
Mstep: Class 2 contains 64347 members 
Mstep: Class 3 contains 21081 members 
Mstep: Class 5 contains 81146 members 
Mstep: Class 6 contains 7383 members 
Mstep: Class 8 contains 10416 members 
Mstep: Class 9 contains 16164 members 
Mstep: Class 10 contains 38190 members 
Mstep: Class 11 contains 7583 members 
Mstep: Class 12 contains 221419 members 
Mstep: Class 13 contains 8325 members 
Mstep: Class 14 contains 111861 members 
Mstep: Class 15 contains 23788 members 
Mstep: Class 16 contains 25143 members 
Mstep: Class 17 contains 3045 members 
Mstep: Class 18 contains 27342 members 
Mstep: Class 19 contains 23613 members 
Mstep: Class 20 contains 5606 members 
Mstep: Class 21 contains 189942 members 
Mstep: Class 22 contains 59822 members 
Mstep: Class 23 contains 27700 members 
Mstep: Class 24 contains 257256 members 
Entering Unmasked Estep 
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Iteration 28Q: 23 clusters Score -1.583441e+08 nChanged 11250
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 103837 members 
Mstep: Class 2 contains 64382 members 
Mstep: Class 3 contains 20887 members 
Mstep: Class 5 contains 78430 members 
Mstep: Class 6 contains 7477 members 
Mstep: Class 8 contains 10364 members 
Mstep: Class 9 contains 16259 members 
Mstep: Class 10 contains 38175 members 
Mstep: Class 11 contains 7583 members 
Mstep: Class 12 contains 218610 members 
Mstep: Class 13 contains 8174 members 
Mstep: Class 14 contains 111387 members 
Mstep: Class 15 contains 23981 members 
Mstep: Class 16 contains 25443 members 
Mstep: Class 17 contains 3043 members 
Mstep: Class 18 contains 28012 members 
Mstep: Class 19 contains 23665 members 
Mstep: Class 20 contains 5765 members 
Mstep: Class 21 contains 192680 members 
Mstep: Class 22 contains 59516 members 
Mstep: Class 23 contains 27744 members 
Mstep: Class 24 contains 257182 members 
Entering Unmasked Estep 
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Iteration 29Q: 23 clusters Score -1.583458e+08 nChanged 10948
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 106299 members 
Mstep: Class 2 contains 64394 members 
Mstep: Class 3 contains 20679 members 
Mstep: Class 5 contains 75818 members 
Mstep: Class 6 contains 7558 members 
Mstep: Class 8 contains 10327 members 
Mstep: Class 9 contains 16334 members 
Mstep: Class 10 contains 38145 members 
Mstep: Class 11 contains 7618 members 
Mstep: Class 12 contains 215844 members 
Mstep: Class 13 contains 8031 members 
Mstep: Class 14 contains 110922 members 
Mstep: Class 15 contains 24194 members 
Mstep: Class 16 contains 25682 members 
Mstep: Class 17 contains 3041 members 
Mstep: Class 18 contains 28734 members 
Mstep: Class 19 contains 23729 members 
Mstep: Class 20 contains 5933 members 
Mstep: Class 21 contains 195288 members 
Mstep: Class 22 contains 59228 members 
Mstep: Class 23 contains 27767 members 
Mstep: Class 24 contains 257031 members 
Entering Unmasked Estep 
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Iteration 30Q: 23 clusters Score -1.583476e+08 nChanged 10793
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 108952 members 
Mstep: Class 2 contains 64372 members 
Mstep: Class 3 contains 20436 members 
Mstep: Class 5 contains 73271 members 
Mstep: Class 6 contains 7631 members 
Mstep: Class 8 contains 10276 members 
Mstep: Class 9 contains 16388 members 
Mstep: Class 10 contains 38123 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 212993 members 
Mstep: Class 13 contains 7897 members 
Mstep: Class 14 contains 110510 members 
Mstep: Class 15 contains 24386 members 
Mstep: Class 16 contains 25879 members 
Mstep: Class 17 contains 3041 members 
Mstep: Class 18 contains 29429 members 
Mstep: Class 19 contains 23802 members 
Mstep: Class 20 contains 6110 members 
Mstep: Class 21 contains 197857 members 
Mstep: Class 22 contains 58945 members 
Mstep: Class 23 contains 27716 members 
Mstep: Class 24 contains 256922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158349024.000000 Penalty: 76944.234375
Iteration 31Q: 23 clusters Score -1.58349e+08 nChanged 10545
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 111686 members 
Mstep: Class 2 contains 64302 members 
Mstep: Class 3 contains 20232 members 
Mstep: Class 5 contains 70757 members 
Mstep: Class 6 contains 7722 members 
Mstep: Class 8 contains 10227 members 
Mstep: Class 9 contains 16431 members 
Mstep: Class 10 contains 38096 members 
Mstep: Class 11 contains 7709 members 
Mstep: Class 12 contains 210222 members 
Mstep: Class 13 contains 7750 members 
Mstep: Class 14 contains 110081 members 
Mstep: Class 15 contains 24548 members 
Mstep: Class 16 contains 26024 members 
Mstep: Class 17 contains 3040 members 
Mstep: Class 18 contains 30192 members 
Mstep: Class 19 contains 23827 members 
Mstep: Class 20 contains 6275 members 
Mstep: Class 21 contains 200347 members 
Mstep: Class 22 contains 58676 members 
Mstep: Class 23 contains 27641 members 
Mstep: Class 24 contains 256811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158351328.000000 Penalty: 76944.234375
Iteration 32Q: 23 clusters Score -1.583513e+08 nChanged 10409
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 114587 members 
Mstep: Class 2 contains 64229 members 
Mstep: Class 3 contains 20010 members 
Mstep: Class 5 contains 68401 members 
Mstep: Class 6 contains 7794 members 
Mstep: Class 8 contains 10187 members 
Mstep: Class 9 contains 16481 members 
Mstep: Class 10 contains 38086 members 
Mstep: Class 11 contains 7767 members 
Mstep: Class 12 contains 207351 members 
Mstep: Class 13 contains 7617 members 
Mstep: Class 14 contains 109671 members 
Mstep: Class 15 contains 24699 members 
Mstep: Class 16 contains 26130 members 
Mstep: Class 17 contains 3035 members 
Mstep: Class 18 contains 31002 members 
Mstep: Class 19 contains 23848 members 
Mstep: Class 20 contains 6449 members 
Mstep: Class 21 contains 202672 members 
Mstep: Class 22 contains 58435 members 
Mstep: Class 23 contains 27560 members 
Mstep: Class 24 contains 256585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158352656.000000 Penalty: 76944.234375
Iteration 33Q: 23 clusters Score -1.583527e+08 nChanged 10283
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 117541 members 
Mstep: Class 2 contains 64145 members 
Mstep: Class 3 contains 19835 members 
Mstep: Class 5 contains 66191 members 
Mstep: Class 6 contains 7840 members 
Mstep: Class 8 contains 10139 members 
Mstep: Class 9 contains 16550 members 
Mstep: Class 10 contains 38060 members 
Mstep: Class 11 contains 7848 members 
Mstep: Class 12 contains 204406 members 
Mstep: Class 13 contains 7489 members 
Mstep: Class 14 contains 109274 members 
Mstep: Class 15 contains 24847 members 
Mstep: Class 16 contains 26217 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 18 contains 31822 members 
Mstep: Class 19 contains 23840 members 
Mstep: Class 20 contains 6654 members 
Mstep: Class 21 contains 204856 members 
Mstep: Class 22 contains 58181 members 
Mstep: Class 23 contains 27425 members 
Mstep: Class 24 contains 256402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158354240.000000 Penalty: 76944.234375
Iteration 34Q: 23 clusters Score -1.583542e+08 nChanged 10149
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 120698 members 
Mstep: Class 2 contains 64040 members 
Mstep: Class 3 contains 19671 members 
Mstep: Class 5 contains 64044 members 
Mstep: Class 6 contains 7889 members 
Mstep: Class 8 contains 10100 members 
Mstep: Class 9 contains 16582 members 
Mstep: Class 10 contains 38027 members 
Mstep: Class 11 contains 7915 members 
Mstep: Class 12 contains 201424 members 
Mstep: Class 13 contains 7368 members 
Mstep: Class 14 contains 108902 members 
Mstep: Class 15 contains 24957 members 
Mstep: Class 16 contains 26283 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 18 contains 32669 members 
Mstep: Class 19 contains 23808 members 
Mstep: Class 20 contains 6848 members 
Mstep: Class 21 contains 206921 members 
Mstep: Class 22 contains 57957 members 
Mstep: Class 23 contains 27259 members 
Mstep: Class 24 contains 256200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158355888.000000 Penalty: 76944.234375
Iteration 35Q: 23 clusters Score -1.583559e+08 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 124013 members 
Mstep: Class 2 contains 63924 members 
Mstep: Class 3 contains 19523 members 
Mstep: Class 5 contains 61962 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 8 contains 10075 members 
Mstep: Class 9 contains 16635 members 
Mstep: Class 10 contains 38005 members 
Mstep: Class 11 contains 7933 members 
Mstep: Class 12 contains 198317 members 
Mstep: Class 13 contains 7248 members 
Mstep: Class 14 contains 108550 members 
Mstep: Class 15 contains 25036 members 
Mstep: Class 16 contains 26334 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 18 contains 33478 members 
Mstep: Class 19 contains 23768 members 
Mstep: Class 20 contains 7006 members 
Mstep: Class 21 contains 208929 members 
Mstep: Class 22 contains 57737 members 
Mstep: Class 23 contains 27112 members 
Mstep: Class 24 contains 256022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158358416.000000 Penalty: 76944.234375
Iteration 36Q: 23 clusters Score -1.583584e+08 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 127302 members 
Mstep: Class 2 contains 63788 members 
Mstep: Class 3 contains 19396 members 
Mstep: Class 5 contains 60036 members 
Mstep: Class 6 contains 7988 members 
Mstep: Class 8 contains 10079 members 
Mstep: Class 9 contains 16679 members 
Mstep: Class 10 contains 37985 members 
Mstep: Class 11 contains 7933 members 
Mstep: Class 12 contains 195314 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 108209 members 
Mstep: Class 15 contains 25096 members 
Mstep: Class 16 contains 26395 members 
Mstep: Class 17 contains 3032 members 
Mstep: Class 18 contains 34285 members 
Mstep: Class 19 contains 23716 members 
Mstep: Class 20 contains 7173 members 
Mstep: Class 21 contains 210809 members 
Mstep: Class 22 contains 57564 members 
Mstep: Class 23 contains 26899 members 
Mstep: Class 24 contains 255793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158359616.000000 Penalty: 76944.234375
Iteration 37Q: 23 clusters Score -1.583596e+08 nChanged 9057
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 130482 members 
Mstep: Class 2 contains 63672 members 
Mstep: Class 3 contains 19288 members 
Mstep: Class 5 contains 58269 members 
Mstep: Class 6 contains 8015 members 
Mstep: Class 8 contains 10072 members 
Mstep: Class 9 contains 16705 members 
Mstep: Class 10 contains 37967 members 
Mstep: Class 11 contains 7915 members 
Mstep: Class 12 contains 192439 members 
Mstep: Class 13 contains 7027 members 
Mstep: Class 14 contains 107924 members 
Mstep: Class 15 contains 25179 members 
Mstep: Class 16 contains 26407 members 
Mstep: Class 17 contains 3033 members 
Mstep: Class 18 contains 35079 members 
Mstep: Class 19 contains 23639 members 
Mstep: Class 20 contains 7297 members 
Mstep: Class 21 contains 212558 members 
Mstep: Class 22 contains 57404 members 
Mstep: Class 23 contains 26702 members 
Mstep: Class 24 contains 255523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158361376.000000 Penalty: 76944.234375
Iteration 38Q: 23 clusters Score -1.583614e+08 nChanged 8403
Entering ConstructFrom: 
Score: -158361376.000000 Penalty: 76944.234375
Entering ConstructFrom: 
Trying to split cluster 1 (133469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133469 members 
Entering Unmasked Estep 
Score: -16352714.000000 Penalty: 2926.802734
	Iteration 0F: 2 clusters Score -1.635271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66471 members 
Mstep: Class 2 contains 66998 members 
Entering Unmasked Estep 
Score: -16263372.000000 Penalty: 5853.605469
	Iteration 0F: 3 clusters Score -1.626337e+07 nChanged 63644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64059 members 
Mstep: Class 2 contains 69410 members 
Entering Unmasked Estep 
Score: -16300702.000000 Penalty: 5853.605469
	Iteration 1F: 3 clusters Score -1.63007e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62472 members 
Mstep: Class 2 contains 70997 members 
Entering Unmasked Estep 
Score: -16302056.000000 Penalty: 5853.605469
	Iteration 2Q: 3 clusters Score -1.630206e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60062 members 
Mstep: Class 2 contains 73407 members 
Entering Unmasked Estep 
Score: -16303805.000000 Penalty: 5853.605469
	Iteration 3Q: 3 clusters Score -1.63038e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 77004 members 
Entering Unmasked Estep 
Score: -16306224.000000 Penalty: 5853.605469
	Iteration 4Q: 3 clusters Score -1.630622e+07 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51123 members 
Mstep: Class 2 contains 82346 members 
Entering Unmasked Estep 
Score: -16310044.000000 Penalty: 5853.605469
	Iteration 5F: 3 clusters Score -1.631004e+07 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 89737 members 
Entering Unmasked Estep 
Score: -16316177.000000 Penalty: 5853.605469
	Iteration 6F: 3 clusters Score -1.631618e+07 nChanged 9837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 98682 members 
Entering Unmasked Estep 
Score: -16324646.000000 Penalty: 5853.605469
	Iteration 7F: 3 clusters Score -1.632465e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 107191 members 
Entering Unmasked Estep 
Score: -16333831.000000 Penalty: 5853.605469
	Iteration 8F: 3 clusters Score -1.633383e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 113543 members 
Entering Unmasked Estep 
Score: -16341713.000000 Penalty: 5853.605469
	Iteration 9F: 3 clusters Score -1.634171e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 117179 members 
Entering Unmasked Estep 
Score: -16346848.000000 Penalty: 5853.605469
	Iteration 10Q: 3 clusters Score -1.634685e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 119115 members 
Entering Unmasked Estep 
Score: -16349461.000000 Penalty: 5853.605469
	Iteration 11Q: 3 clusters Score -1.634946e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 120417 members 
Entering Unmasked Estep 
Score: -16350814.000000 Penalty: 5853.605469
	Iteration 12Q: 3 clusters Score -1.635081e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 121300 members 
Entering Unmasked Estep 
Score: -16351498.000000 Penalty: 5853.605469
	Iteration 13Q: 3 clusters Score -1.63515e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 122001 members 
Entering Unmasked Estep 
Score: -16351930.000000 Penalty: 5853.605469
	Iteration 14Q: 3 clusters Score -1.635193e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 122528 members 
Entering Unmasked Estep 
Score: -16352212.000000 Penalty: 5853.605469
	Iteration 15Q: 3 clusters Score -1.635221e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 122995 members 
Entering Unmasked Estep 
Score: -16352383.000000 Penalty: 5853.605469
	Iteration 16Q: 3 clusters Score -1.635238e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 123366 members 
Entering Unmasked Estep 
Score: -16352510.000000 Penalty: 5853.605469
	Iteration 17Q: 3 clusters Score -1.635251e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 123655 members 
Entering Unmasked Estep 
Score: -16352545.000000 Penalty: 5853.605469
	Iteration 18Q: 3 clusters Score -1.635254e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 123902 members 
Entering Unmasked Estep 
Score: -16352552.000000 Penalty: 5853.605469
	Iteration 19Q: 3 clusters Score -1.635255e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 124116 members 
Entering Unmasked Estep 
Score: -16352589.000000 Penalty: 5853.605469
	Iteration 20F: 3 clusters Score -1.635259e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 124280 members 
Entering Unmasked Estep 
Score: -16352635.000000 Penalty: 5853.605469
	Iteration 21Q: 3 clusters Score -1.635264e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 124400 members 
Entering Unmasked Estep 
Score: -16352637.000000 Penalty: 5853.605469
	Iteration 22Q: 3 clusters Score -1.635264e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 124495 members 
Entering Unmasked Estep 
Score: -16352633.000000 Penalty: 5853.605469
	Iteration 23Q: 3 clusters Score -1.635263e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 124559 members 
Entering Unmasked Estep 
Score: -16352669.000000 Penalty: 5853.605469
	Iteration 24Q: 3 clusters Score -1.635267e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 124623 members 
Entering Unmasked Estep 
Score: -16352675.000000 Penalty: 5853.605469
	Iteration 25Q: 3 clusters Score -1.635268e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 124674 members 
Entering Unmasked Estep 
Score: -16352664.000000 Penalty: 5853.605469
	Iteration 26Q: 3 clusters Score -1.635266e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 124714 members 
Entering Unmasked Estep 
Score: -16352677.000000 Penalty: 5853.605469
	Iteration 27Q: 3 clusters Score -1.635268e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 124758 members 
Entering Unmasked Estep 
Score: -16352684.000000 Penalty: 5853.605469
	Iteration 28Q: 3 clusters Score -1.635268e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 124796 members 
Entering Unmasked Estep 
Score: -16352702.000000 Penalty: 5853.605469
	Iteration 29Q: 3 clusters Score -1.63527e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 124823 members 
Entering Unmasked Estep 
Score: -16352704.000000 Penalty: 5853.605469
	Iteration 30Q: 3 clusters Score -1.63527e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 124850 members 
Entering Unmasked Estep 
Score: -16352716.000000 Penalty: 5853.605469
	Iteration 31Q: 3 clusters Score -1.635272e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 124869 members 
Entering Unmasked Estep 
Score: -16352708.000000 Penalty: 5853.605469
	Iteration 32Q: 3 clusters Score -1.635271e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 124891 members 
Entering Unmasked Estep 
Score: -16352710.000000 Penalty: 5853.605469
	Iteration 33Q: 3 clusters Score -1.635271e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 124903 members 
Entering Unmasked Estep 
Score: -16352703.000000 Penalty: 5853.605469
	Iteration 34Q: 3 clusters Score -1.63527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 124916 members 
Entering Unmasked Estep 
Score: -16352687.000000 Penalty: 5853.605469
	Iteration 35Q: 3 clusters Score -1.635269e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 124929 members 
Entering Unmasked Estep 
Score: -16352683.000000 Penalty: 5853.605469
	Iteration 36Q: 3 clusters Score -1.635268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 124938 members 
Entering Unmasked Estep 
Score: -16352689.000000 Penalty: 5853.605469
	Iteration 37Q: 3 clusters Score -1.635269e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 124950 members 
Entering Unmasked Estep 
Score: -16352685.000000 Penalty: 5853.605469
	Iteration 38Q: 3 clusters Score -1.635268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 124965 members 
Entering Unmasked Estep 
Score: -16352699.000000 Penalty: 5853.605469
	Iteration 39Q: 3 clusters Score -1.63527e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 124980 members 
Entering Unmasked Estep 
Score: -16352700.000000 Penalty: 5853.605469
	Iteration 40F: 3 clusters Score -1.63527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 124993 members 
Entering Unmasked Estep 
Score: -16352691.000000 Penalty: 5853.605469
	Iteration 41Q: 3 clusters Score -1.635269e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 125012 members 
Entering Unmasked Estep 
Score: -16352698.000000 Penalty: 5853.605469
	Iteration 42Q: 3 clusters Score -1.63527e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 125029 members 
Entering Unmasked Estep 
Score: -16352706.000000 Penalty: 5853.605469
	Iteration 43Q: 3 clusters Score -1.635271e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 125037 members 
Entering Unmasked Estep 
Score: -16352700.000000 Penalty: 5853.605469
	Iteration 44Q: 3 clusters Score -1.63527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 125048 members 
Entering Unmasked Estep 
Score: -16352709.000000 Penalty: 5853.605469
	Iteration 45Q: 3 clusters Score -1.635271e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 125061 members 
Entering Unmasked Estep 
Score: -16352696.000000 Penalty: 5853.605469
	Iteration 46Q: 3 clusters Score -1.63527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 125071 members 
Entering Unmasked Estep 
Score: -16352712.000000 Penalty: 5853.605469
	Iteration 47Q: 3 clusters Score -1.635271e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 125084 members 
Entering Unmasked Estep 
Score: -16352707.000000 Penalty: 5853.605469
	Iteration 48Q: 3 clusters Score -1.635271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 125094 members 
Entering Unmasked Estep 
Score: -16352715.000000 Penalty: 5853.605469
	Iteration 49Q: 3 clusters Score -1.635272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 125100 members 
Entering Unmasked Estep 
Score: -16352718.000000 Penalty: 5853.605469
	Iteration 50Q: 3 clusters Score -1.635272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 125105 members 
Entering Unmasked Estep 
Score: -16352718.000000 Penalty: 5853.605469
	Iteration 51Q: 3 clusters Score -1.635272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 125110 members 
Entering Unmasked Estep 
Score: -16352717.000000 Penalty: 5853.605469
	Iteration 52Q: 3 clusters Score -1.635272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 125112 members 
Entering Unmasked Estep 
Score: -16352710.000000 Penalty: 5853.605469
	Iteration 53Q: 3 clusters Score -1.635271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 125113 members 
Entering Unmasked Estep 
Score: -16352703.000000 Penalty: 5853.605469
	Iteration 54Q: 3 clusters Score -1.63527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 125114 members 
Entering Unmasked Estep 
Score: -16352701.000000 Penalty: 5853.605469
	Iteration 55Q: 3 clusters Score -1.63527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 125115 members 
Entering Unmasked Estep 
Score: -16352705.000000 Penalty: 5853.605469
	Iteration 56Q: 3 clusters Score -1.63527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 125117 members 
Entering Unmasked Estep 
Score: -16352702.000000 Penalty: 5853.605469
	Iteration 57Q: 3 clusters Score -1.63527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 125118 members 
Entering Unmasked Estep 
Score: -16352704.000000 Penalty: 5853.605469
	Iteration 58Q: 3 clusters Score -1.63527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 125118 members 
Entering Unmasked Estep 
Score: -16352702.000000 Penalty: 5853.605469
	Iteration 59Q: 3 clusters Score -1.63527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 125118 members 
Entering Unmasked Estep 
Score: -16352702.000000 Penalty: 5853.605469
	Iteration 60F: 3 clusters Score -1.63527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (63570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Entering Unmasked Estep 
Score: -7802075.000000 Penalty: 2742.854248
	Iteration 0F: 2 clusters Score -7802075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -7759544.500000 Penalty: 5485.708496
	Iteration 0F: 3 clusters Score -7759544 nChanged 29595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -7776490.500000 Penalty: 5485.708496
	Iteration 1F: 3 clusters Score -7776490 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -7777430.500000 Penalty: 5485.708496
	Iteration 2Q: 3 clusters Score -7777430 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -7778622.000000 Penalty: 5485.708496
	Iteration 3Q: 3 clusters Score -7778622 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -7780185.500000 Penalty: 5485.708496
	Iteration 4F: 3 clusters Score -7780186 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -7782103.500000 Penalty: 5485.708496
	Iteration 5F: 3 clusters Score -7782104 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -7784196.500000 Penalty: 5485.708496
	Iteration 6F: 3 clusters Score -7784196 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -7786153.500000 Penalty: 5485.708496
	Iteration 7F: 3 clusters Score -7786154 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -7788035.500000 Penalty: 5485.708496
	Iteration 8F: 3 clusters Score -7788036 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 48495 members 
Entering Unmasked Estep 
Score: -7789888.500000 Penalty: 5485.708496
	Iteration 9F: 3 clusters Score -7789888 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -7791672.000000 Penalty: 5485.708496
	Iteration 10Q: 3 clusters Score -7791672 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 53925 members 
Entering Unmasked Estep 
Score: -7793315.000000 Penalty: 5485.708496
	Iteration 11Q: 3 clusters Score -7793315 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 56304 members 
Entering Unmasked Estep 
Score: -7794916.000000 Penalty: 5485.708496
	Iteration 12Q: 3 clusters Score -7794916 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -7796362.000000 Penalty: 5485.708496
	Iteration 13Q: 3 clusters Score -7796362 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 59964 members 
Entering Unmasked Estep 
Score: -7797435.500000 Penalty: 5485.708496
	Iteration 14Q: 3 clusters Score -7797436 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 61097 members 
Entering Unmasked Estep 
Score: -7798225.500000 Penalty: 5485.708496
	Iteration 15Q: 3 clusters Score -7798226 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 61876 members 
Entering Unmasked Estep 
Score: -7798765.000000 Penalty: 5485.708496
	Iteration 16Q: 3 clusters Score -7798765 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -7799064.000000 Penalty: 5485.708496
	Iteration 17Q: 3 clusters Score -7799064 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 62592 members 
Entering Unmasked Estep 
Score: -7799284.000000 Penalty: 5485.708496
	Iteration 18Q: 3 clusters Score -7799284 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 62744 members 
Entering Unmasked Estep 
Score: -7799418.500000 Penalty: 5485.708496
	Iteration 19Q: 3 clusters Score -7799418 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -7799514.500000 Penalty: 5485.708496
	Iteration 20F: 3 clusters Score -7799514 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -7799565.000000 Penalty: 5485.708496
	Iteration 21Q: 3 clusters Score -7799565 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 62944 members 
Entering Unmasked Estep 
Score: -7799633.000000 Penalty: 5485.708496
	Iteration 22Q: 3 clusters Score -7799633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 62973 members 
Entering Unmasked Estep 
Score: -7799654.500000 Penalty: 5485.708496
	Iteration 23Q: 3 clusters Score -7799654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 62995 members 
Entering Unmasked Estep 
Score: -7799677.000000 Penalty: 5485.708496
	Iteration 24Q: 3 clusters Score -7799677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 63011 members 
Entering Unmasked Estep 
Score: -7799696.000000 Penalty: 5485.708496
	Iteration 25Q: 3 clusters Score -7799696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 63022 members 
Entering Unmasked Estep 
Score: -7799710.500000 Penalty: 5485.708496
	Iteration 26Q: 3 clusters Score -7799710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -7799720.000000 Penalty: 5485.708496
	Iteration 27Q: 3 clusters Score -7799720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 63038 members 
Entering Unmasked Estep 
Score: -7799735.000000 Penalty: 5485.708496
	Iteration 28Q: 3 clusters Score -7799735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 63045 members 
Entering Unmasked Estep 
Score: -7799735.000000 Penalty: 5485.708496
	Iteration 29Q: 3 clusters Score -7799735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 63050 members 
Entering Unmasked Estep 
Score: -7799744.000000 Penalty: 5485.708496
	Iteration 30Q: 3 clusters Score -7799744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 63053 members 
Entering Unmasked Estep 
Score: -7799741.000000 Penalty: 5485.708496
	Iteration 31Q: 3 clusters Score -7799741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
Score: -7799748.500000 Penalty: 5485.708496
	Iteration 32Q: 3 clusters Score -7799748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 63059 members 
Entering Unmasked Estep 
Score: -7799746.500000 Penalty: 5485.708496
	Iteration 33Q: 3 clusters Score -7799746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 63062 members 
Entering Unmasked Estep 
Score: -7799753.500000 Penalty: 5485.708496
	Iteration 34Q: 3 clusters Score -7799754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -7799756.000000 Penalty: 5485.708496
	Iteration 35Q: 3 clusters Score -7799756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 63062 members 
Entering Unmasked Estep 
Score: -7799762.000000 Penalty: 5485.708496
	Iteration 36Q: 3 clusters Score -7799762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 63062 members 
Entering Unmasked Estep 
Score: -7799762.000000 Penalty: 5485.708496
	Iteration 37F: 3 clusters Score -7799762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Entering Unmasked Estep 
Score: -2195611.000000 Penalty: 2445.902344
	Iteration 0F: 2 clusters Score -2195611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2182153.000000 Penalty: 4891.804688
	Iteration 0F: 3 clusters Score -2182153 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2186581.500000 Penalty: 4891.804688
	Iteration 1F: 3 clusters Score -2186582 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2187045.000000 Penalty: 4891.804688
	Iteration 2F: 3 clusters Score -2187045 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2187405.000000 Penalty: 4891.804688
	Iteration 3Q: 3 clusters Score -2187405 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2187719.250000 Penalty: 4891.804688
	Iteration 4Q: 3 clusters Score -2187719 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2188012.500000 Penalty: 4891.804688
	Iteration 5Q: 3 clusters Score -2188012 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2188312.000000 Penalty: 4891.804688
	Iteration 6Q: 3 clusters Score -2188312 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2188633.750000 Penalty: 4891.804688
	Iteration 7Q: 3 clusters Score -2188634 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2188988.750000 Penalty: 4891.804688
	Iteration 8Q: 3 clusters Score -2188989 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2189361.250000 Penalty: 4891.804688
	Iteration 9Q: 3 clusters Score -2189361 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2189767.750000 Penalty: 4891.804688
	Iteration 10Q: 3 clusters Score -2189768 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2190240.000000 Penalty: 4891.804688
	Iteration 11Q: 3 clusters Score -2190240 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2190835.500000 Penalty: 4891.804688
	Iteration 12Q: 3 clusters Score -2190836 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2191435.500000 Penalty: 4891.804688
	Iteration 13Q: 3 clusters Score -2191436 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2191948.250000 Penalty: 4891.804688
	Iteration 14Q: 3 clusters Score -2191948 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2192383.500000 Penalty: 4891.804688
	Iteration 15Q: 3 clusters Score -2192384 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2192741.000000 Penalty: 4891.804688
	Iteration 16Q: 3 clusters Score -2192741 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2192999.750000 Penalty: 4891.804688
	Iteration 17Q: 3 clusters Score -2193000 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2193196.250000 Penalty: 4891.804688
	Iteration 18Q: 3 clusters Score -2193196 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2193356.500000 Penalty: 4891.804688
	Iteration 19Q: 3 clusters Score -2193356 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2193474.750000 Penalty: 4891.804688
	Iteration 20F: 3 clusters Score -2193475 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2193560.000000 Penalty: 4891.804688
	Iteration 21Q: 3 clusters Score -2193560 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2193620.250000 Penalty: 4891.804688
	Iteration 22Q: 3 clusters Score -2193620 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2193668.500000 Penalty: 4891.804688
	Iteration 23Q: 3 clusters Score -2193668 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2193705.750000 Penalty: 4891.804688
	Iteration 24Q: 3 clusters Score -2193706 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2193734.500000 Penalty: 4891.804688
	Iteration 25Q: 3 clusters Score -2193734 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2193760.750000 Penalty: 4891.804688
	Iteration 26Q: 3 clusters Score -2193761 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2193791.500000 Penalty: 4891.804688
	Iteration 27Q: 3 clusters Score -2193792 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2193809.500000 Penalty: 4891.804688
	Iteration 28Q: 3 clusters Score -2193810 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2193831.250000 Penalty: 4891.804688
	Iteration 29Q: 3 clusters Score -2193831 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2193862.250000 Penalty: 4891.804688
	Iteration 30Q: 3 clusters Score -2193862 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2193892.000000 Penalty: 4891.804688
	Iteration 31Q: 3 clusters Score -2193892 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2193911.000000 Penalty: 4891.804688
	Iteration 32Q: 3 clusters Score -2193911 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2193930.750000 Penalty: 4891.804688
	Iteration 33Q: 3 clusters Score -2193931 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2193942.000000 Penalty: 4891.804688
	Iteration 34Q: 3 clusters Score -2193942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2193959.500000 Penalty: 4891.804688
	Iteration 35Q: 3 clusters Score -2193960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2193968.250000 Penalty: 4891.804688
	Iteration 36Q: 3 clusters Score -2193968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2193972.750000 Penalty: 4891.804688
	Iteration 37Q: 3 clusters Score -2193973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2193983.000000 Penalty: 4891.804688
	Iteration 38Q: 3 clusters Score -2193983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2193991.250000 Penalty: 4891.804688
	Iteration 39Q: 3 clusters Score -2193991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2194003.750000 Penalty: 4891.804688
	Iteration 40F: 3 clusters Score -2194004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2194008.750000 Penalty: 4891.804688
	Iteration 41Q: 3 clusters Score -2194009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2194013.500000 Penalty: 4891.804688
	Iteration 42Q: 3 clusters Score -2194014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2194012.750000 Penalty: 4891.804688
	Iteration 43Q: 3 clusters Score -2194013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2194019.250000 Penalty: 4891.804688
	Iteration 44Q: 3 clusters Score -2194019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2194020.750000 Penalty: 4891.804688
	Iteration 45Q: 3 clusters Score -2194021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2194021.250000 Penalty: 4891.804688
	Iteration 46Q: 3 clusters Score -2194021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2194020.250000 Penalty: 4891.804688
	Iteration 47Q: 3 clusters Score -2194020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2194022.750000 Penalty: 4891.804688
	Iteration 48Q: 3 clusters Score -2194023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2194024.500000 Penalty: 4891.804688
	Iteration 49Q: 3 clusters Score -2194024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2194027.750000 Penalty: 4891.804688
	Iteration 50Q: 3 clusters Score -2194028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2194026.000000 Penalty: 4891.804688
	Iteration 51Q: 3 clusters Score -2194026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2194026.500000 Penalty: 4891.804688
	Iteration 52Q: 3 clusters Score -2194026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2194024.000000 Penalty: 4891.804688
	Iteration 53Q: 3 clusters Score -2194024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2194024.500000 Penalty: 4891.804688
	Iteration 54Q: 3 clusters Score -2194024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2194024.000000 Penalty: 4891.804688
	Iteration 55Q: 3 clusters Score -2194024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2194023.750000 Penalty: 4891.804688
	Iteration 56Q: 3 clusters Score -2194024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2194023.750000 Penalty: 4891.804688
	Iteration 57F: 3 clusters Score -2194024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (56688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56688 members 
Entering Unmasked Estep 
Score: -6892009.000000 Penalty: 2714.438965
	Iteration 0F: 2 clusters Score -6892009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -6853893.000000 Penalty: 5428.877930
	Iteration 0F: 3 clusters Score -6853893 nChanged 26334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -6868412.000000 Penalty: 5428.877930
	Iteration 1F: 3 clusters Score -6868412 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -6869216.000000 Penalty: 5428.877930
	Iteration 2Q: 3 clusters Score -6869216 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -6870253.500000 Penalty: 5428.877930
	Iteration 3Q: 3 clusters Score -6870254 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -6871969.000000 Penalty: 5428.877930
	Iteration 4F: 3 clusters Score -6871969 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -6874602.000000 Penalty: 5428.877930
	Iteration 5F: 3 clusters Score -6874602 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -6878041.000000 Penalty: 5428.877930
	Iteration 6F: 3 clusters Score -6878041 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -6881118.500000 Penalty: 5428.877930
	Iteration 7F: 3 clusters Score -6881118 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -6883388.500000 Penalty: 5428.877930
	Iteration 8F: 3 clusters Score -6883388 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -6885132.000000 Penalty: 5428.877930
	Iteration 9Q: 3 clusters Score -6885132 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -6886539.000000 Penalty: 5428.877930
	Iteration 10Q: 3 clusters Score -6886539 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -6887718.000000 Penalty: 5428.877930
	Iteration 11Q: 3 clusters Score -6887718 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -6888747.000000 Penalty: 5428.877930
	Iteration 12Q: 3 clusters Score -6888747 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -6889717.000000 Penalty: 5428.877930
	Iteration 13Q: 3 clusters Score -6889717 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -6890712.500000 Penalty: 5428.877930
	Iteration 14Q: 3 clusters Score -6890712 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -6891939.000000 Penalty: 5428.877930
	Iteration 15Q: 3 clusters Score -6891939 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -6893278.500000 Penalty: 5428.877930
	Iteration 16Q: 3 clusters Score -6893278 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -6894438.000000 Penalty: 5428.877930
	Iteration 17Q: 3 clusters Score -6894438 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -6895242.500000 Penalty: 5428.877930
	Iteration 18Q: 3 clusters Score -6895242 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -6895814.000000 Penalty: 5428.877930
	Iteration 19Q: 3 clusters Score -6895814 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -6896230.000000 Penalty: 5428.877930
	Iteration 20F: 3 clusters Score -6896230 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -6896492.000000 Penalty: 5428.877930
	Iteration 21Q: 3 clusters Score -6896492 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -6896717.000000 Penalty: 5428.877930
	Iteration 22Q: 3 clusters Score -6896717 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -6896851.500000 Penalty: 5428.877930
	Iteration 23Q: 3 clusters Score -6896852 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -6896967.500000 Penalty: 5428.877930
	Iteration 24Q: 3 clusters Score -6896968 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -6897046.000000 Penalty: 5428.877930
	Iteration 25Q: 3 clusters Score -6897046 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -6897114.000000 Penalty: 5428.877930
	Iteration 26Q: 3 clusters Score -6897114 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -6897170.500000 Penalty: 5428.877930
	Iteration 27Q: 3 clusters Score -6897170 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -6897184.500000 Penalty: 5428.877930
	Iteration 28Q: 3 clusters Score -6897184 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -6897228.500000 Penalty: 5428.877930
	Iteration 29Q: 3 clusters Score -6897228 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -6897226.000000 Penalty: 5428.877930
	Iteration 30Q: 3 clusters Score -6897226 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -6897208.000000 Penalty: 5428.877930
	Iteration 31Q: 3 clusters Score -6897208 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -6897225.500000 Penalty: 5428.877930
	Iteration 32Q: 3 clusters Score -6897226 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -6897241.000000 Penalty: 5428.877930
	Iteration 33Q: 3 clusters Score -6897241 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -6897272.500000 Penalty: 5428.877930
	Iteration 34Q: 3 clusters Score -6897272 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -6897292.000000 Penalty: 5428.877930
	Iteration 35Q: 3 clusters Score -6897292 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -6897291.500000 Penalty: 5428.877930
	Iteration 36Q: 3 clusters Score -6897292 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -6897286.500000 Penalty: 5428.877930
	Iteration 37Q: 3 clusters Score -6897286 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -6897290.500000 Penalty: 5428.877930
	Iteration 38Q: 3 clusters Score -6897290 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -6897301.000000 Penalty: 5428.877930
	Iteration 39Q: 3 clusters Score -6897301 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -6897299.500000 Penalty: 5428.877930
	Iteration 40F: 3 clusters Score -6897300 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -6897307.000000 Penalty: 5428.877930
	Iteration 41Q: 3 clusters Score -6897307 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -6897311.000000 Penalty: 5428.877930
	Iteration 42Q: 3 clusters Score -6897311 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -6897308.500000 Penalty: 5428.877930
	Iteration 43Q: 3 clusters Score -6897308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -6897313.500000 Penalty: 5428.877930
	Iteration 44Q: 3 clusters Score -6897314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -6897322.500000 Penalty: 5428.877930
	Iteration 45Q: 3 clusters Score -6897322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -6897326.500000 Penalty: 5428.877930
	Iteration 46Q: 3 clusters Score -6897326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -6897320.500000 Penalty: 5428.877930
	Iteration 47Q: 3 clusters Score -6897320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -6897325.500000 Penalty: 5428.877930
	Iteration 48Q: 3 clusters Score -6897326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -6897322.000000 Penalty: 5428.877930
	Iteration 49Q: 3 clusters Score -6897322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -6897320.000000 Penalty: 5428.877930
	Iteration 50Q: 3 clusters Score -6897320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -6897325.500000 Penalty: 5428.877930
	Iteration 51Q: 3 clusters Score -6897326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -6897321.000000 Penalty: 5428.877930
	Iteration 52Q: 3 clusters Score -6897321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -6897322.000000 Penalty: 5428.877930
	Iteration 53Q: 3 clusters Score -6897322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -6897321.500000 Penalty: 5428.877930
	Iteration 54Q: 3 clusters Score -6897322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -6897320.500000 Penalty: 5428.877930
	Iteration 55Q: 3 clusters Score -6897320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -6897322.500000 Penalty: 5428.877930
	Iteration 56Q: 3 clusters Score -6897322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -6897328.500000 Penalty: 5428.877930
	Iteration 57Q: 3 clusters Score -6897328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -6897319.000000 Penalty: 5428.877930
	Iteration 58Q: 3 clusters Score -6897319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -6897315.500000 Penalty: 5428.877930
	Iteration 59Q: 3 clusters Score -6897316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -6897324.500000 Penalty: 5428.877930
	Iteration 60F: 3 clusters Score -6897324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -6897323.000000 Penalty: 5428.877930
	Iteration 61Q: 3 clusters Score -6897323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -6897327.000000 Penalty: 5428.877930
	Iteration 62Q: 3 clusters Score -6897327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -6897333.500000 Penalty: 5428.877930
	Iteration 63Q: 3 clusters Score -6897334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -6897342.000000 Penalty: 5428.877930
	Iteration 64Q: 3 clusters Score -6897342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -6897342.000000 Penalty: 5428.877930
	Iteration 65F: 3 clusters Score -6897342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 133469 members 
Mstep: Class 2 contains 63570 members 
Mstep: Class 3 contains 19197 members 
Mstep: Class 4 contains 38341 members 
Mstep: Class 5 contains 18347 members 
Mstep: Class 6 contains 8044 members 
Mstep: Class 8 contains 10047 members 
Mstep: Class 9 contains 16737 members 
Mstep: Class 10 contains 37946 members 
Mstep: Class 11 contains 7903 members 
Mstep: Class 12 contains 189792 members 
Mstep: Class 13 contains 6969 members 
Mstep: Class 14 contains 107675 members 
Mstep: Class 15 contains 25267 members 
Mstep: Class 16 contains 26408 members 
Mstep: Class 17 contains 3035 members 
Mstep: Class 18 contains 35869 members 
Mstep: Class 19 contains 23563 members 
Mstep: Class 20 contains 7414 members 
Mstep: Class 21 contains 214071 members 
Mstep: Class 22 contains 57256 members 
Mstep: Class 23 contains 26514 members 
Mstep: Class 24 contains 255162 members 
Entering Unmasked Estep 
Score: -158367328.000000 Penalty: 80441.695312
Splitting cluster 5 changes total score from -158361376.000000 to -158367328.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 6 (8044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Entering Unmasked Estep 
Score: -930371.125000 Penalty: 2230.185059
	Iteration 0F: 2 clusters Score -930371.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -923924.812500 Penalty: 4460.370117
	Iteration 0F: 3 clusters Score -923924.8 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -925769.000000 Penalty: 4460.370117
	Iteration 1F: 3 clusters Score -925769 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -926053.625000 Penalty: 4460.370117
	Iteration 2F: 3 clusters Score -926053.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -926257.812500 Penalty: 4460.370117
	Iteration 3F: 3 clusters Score -926257.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -926420.062500 Penalty: 4460.370117
	Iteration 4Q: 3 clusters Score -926420.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -926548.687500 Penalty: 4460.370117
	Iteration 5Q: 3 clusters Score -926548.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -926649.937500 Penalty: 4460.370117
	Iteration 6Q: 3 clusters Score -926649.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -926749.437500 Penalty: 4460.370117
	Iteration 7Q: 3 clusters Score -926749.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -926840.500000 Penalty: 4460.370117
	Iteration 8Q: 3 clusters Score -926840.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -926932.500000 Penalty: 4460.370117
	Iteration 9Q: 3 clusters Score -926932.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -927026.875000 Penalty: 4460.370117
	Iteration 10Q: 3 clusters Score -927026.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -927115.437500 Penalty: 4460.370117
	Iteration 11Q: 3 clusters Score -927115.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -927200.875000 Penalty: 4460.370117
	Iteration 12Q: 3 clusters Score -927200.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -927286.812500 Penalty: 4460.370117
	Iteration 13Q: 3 clusters Score -927286.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -927377.562500 Penalty: 4460.370117
	Iteration 14Q: 3 clusters Score -927377.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -927489.125000 Penalty: 4460.370117
	Iteration 15Q: 3 clusters Score -927489.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -927611.250000 Penalty: 4460.370117
	Iteration 16Q: 3 clusters Score -927611.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -927726.125000 Penalty: 4460.370117
	Iteration 17Q: 3 clusters Score -927726.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -927818.375000 Penalty: 4460.370117
	Iteration 18Q: 3 clusters Score -927818.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -927909.062500 Penalty: 4460.370117
	Iteration 19Q: 3 clusters Score -927909.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -927992.500000 Penalty: 4460.370117
	Iteration 20F: 3 clusters Score -927992.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -928058.437500 Penalty: 4460.370117
	Iteration 21Q: 3 clusters Score -928058.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -928122.375000 Penalty: 4460.370117
	Iteration 22Q: 3 clusters Score -928122.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -928170.062500 Penalty: 4460.370117
	Iteration 23Q: 3 clusters Score -928170.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -928220.437500 Penalty: 4460.370117
	Iteration 24Q: 3 clusters Score -928220.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -928265.937500 Penalty: 4460.370117
	Iteration 25Q: 3 clusters Score -928265.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -928302.000000 Penalty: 4460.370117
	Iteration 26Q: 3 clusters Score -928302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -928322.625000 Penalty: 4460.370117
	Iteration 27Q: 3 clusters Score -928322.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -928340.000000 Penalty: 4460.370117
	Iteration 28Q: 3 clusters Score -928340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -928356.250000 Penalty: 4460.370117
	Iteration 29Q: 3 clusters Score -928356.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -928370.625000 Penalty: 4460.370117
	Iteration 30Q: 3 clusters Score -928370.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -928381.875000 Penalty: 4460.370117
	Iteration 31Q: 3 clusters Score -928381.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -928393.750000 Penalty: 4460.370117
	Iteration 32Q: 3 clusters Score -928393.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -928406.312500 Penalty: 4460.370117
	Iteration 33Q: 3 clusters Score -928406.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -928420.562500 Penalty: 4460.370117
	Iteration 34Q: 3 clusters Score -928420.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -928426.437500 Penalty: 4460.370117
	Iteration 35Q: 3 clusters Score -928426.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -928433.000000 Penalty: 4460.370117
	Iteration 36Q: 3 clusters Score -928433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -928440.437500 Penalty: 4460.370117
	Iteration 37Q: 3 clusters Score -928440.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -928449.687500 Penalty: 4460.370117
	Iteration 38Q: 3 clusters Score -928449.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -928455.437500 Penalty: 4460.370117
	Iteration 39Q: 3 clusters Score -928455.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -928458.312500 Penalty: 4460.370117
	Iteration 40F: 3 clusters Score -928458.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -928457.937500 Penalty: 4460.370117
	Iteration 41Q: 3 clusters Score -928457.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -928459.562500 Penalty: 4460.370117
	Iteration 42Q: 3 clusters Score -928459.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -928459.625000 Penalty: 4460.370117
	Iteration 43Q: 3 clusters Score -928459.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -928461.687500 Penalty: 4460.370117
	Iteration 44Q: 3 clusters Score -928461.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -928466.062500 Penalty: 4460.370117
	Iteration 45Q: 3 clusters Score -928466.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -928470.062500 Penalty: 4460.370117
	Iteration 46Q: 3 clusters Score -928470.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -928472.625000 Penalty: 4460.370117
	Iteration 47Q: 3 clusters Score -928472.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -928477.000000 Penalty: 4460.370117
	Iteration 48Q: 3 clusters Score -928477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -928480.312500 Penalty: 4460.370117
	Iteration 49Q: 3 clusters Score -928480.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -928481.562500 Penalty: 4460.370117
	Iteration 50Q: 3 clusters Score -928481.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -928481.875000 Penalty: 4460.370117
	Iteration 51Q: 3 clusters Score -928481.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -928483.375000 Penalty: 4460.370117
	Iteration 52Q: 3 clusters Score -928483.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -928487.062500 Penalty: 4460.370117
	Iteration 53Q: 3 clusters Score -928487.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -928487.562500 Penalty: 4460.370117
	Iteration 54Q: 3 clusters Score -928487.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -928488.562500 Penalty: 4460.370117
	Iteration 55Q: 3 clusters Score -928488.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -928488.562500 Penalty: 4460.370117
	Iteration 56F: 3 clusters Score -928488.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Entering Unmasked Estep 
Score: -1162975.000000 Penalty: 2285.327393
	Iteration 0F: 2 clusters Score -1162975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1155332.250000 Penalty: 4570.654785
	Iteration 0F: 3 clusters Score -1155332 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1157485.125000 Penalty: 4570.654785
	Iteration 1F: 3 clusters Score -1157485 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1157912.125000 Penalty: 4570.654785
	Iteration 2F: 3 clusters Score -1157912 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1158391.625000 Penalty: 4570.654785
	Iteration 3F: 3 clusters Score -1158392 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1158869.500000 Penalty: 4570.654785
	Iteration 4F: 3 clusters Score -1158870 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1159285.750000 Penalty: 4570.654785
	Iteration 5F: 3 clusters Score -1159286 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1159652.125000 Penalty: 4570.654785
	Iteration 6F: 3 clusters Score -1159652 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1159959.875000 Penalty: 4570.654785
	Iteration 7Q: 3 clusters Score -1159960 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1160253.375000 Penalty: 4570.654785
	Iteration 8Q: 3 clusters Score -1160253 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1160515.125000 Penalty: 4570.654785
	Iteration 9Q: 3 clusters Score -1160515 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1160722.875000 Penalty: 4570.654785
	Iteration 10Q: 3 clusters Score -1160723 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1160901.000000 Penalty: 4570.654785
	Iteration 11Q: 3 clusters Score -1160901 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1161051.000000 Penalty: 4570.654785
	Iteration 12Q: 3 clusters Score -1161051 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1161178.250000 Penalty: 4570.654785
	Iteration 13Q: 3 clusters Score -1161178 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1161304.750000 Penalty: 4570.654785
	Iteration 14Q: 3 clusters Score -1161305 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1161405.625000 Penalty: 4570.654785
	Iteration 15Q: 3 clusters Score -1161406 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1161495.875000 Penalty: 4570.654785
	Iteration 16Q: 3 clusters Score -1161496 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1161563.875000 Penalty: 4570.654785
	Iteration 17Q: 3 clusters Score -1161564 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1161610.000000 Penalty: 4570.654785
	Iteration 18Q: 3 clusters Score -1161610 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1161656.125000 Penalty: 4570.654785
	Iteration 19Q: 3 clusters Score -1161656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1161695.500000 Penalty: 4570.654785
	Iteration 20F: 3 clusters Score -1161696 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1161734.875000 Penalty: 4570.654785
	Iteration 21Q: 3 clusters Score -1161735 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1161768.125000 Penalty: 4570.654785
	Iteration 22Q: 3 clusters Score -1161768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1161794.625000 Penalty: 4570.654785
	Iteration 23Q: 3 clusters Score -1161795 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1161824.375000 Penalty: 4570.654785
	Iteration 24Q: 3 clusters Score -1161824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1161848.500000 Penalty: 4570.654785
	Iteration 25Q: 3 clusters Score -1161848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1161876.875000 Penalty: 4570.654785
	Iteration 26Q: 3 clusters Score -1161877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1161918.125000 Penalty: 4570.654785
	Iteration 27Q: 3 clusters Score -1161918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1161936.500000 Penalty: 4570.654785
	Iteration 28Q: 3 clusters Score -1161936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1161946.375000 Penalty: 4570.654785
	Iteration 29Q: 3 clusters Score -1161946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1161952.875000 Penalty: 4570.654785
	Iteration 30Q: 3 clusters Score -1161953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1161957.375000 Penalty: 4570.654785
	Iteration 31Q: 3 clusters Score -1161957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1161959.625000 Penalty: 4570.654785
	Iteration 32Q: 3 clusters Score -1161960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1161965.125000 Penalty: 4570.654785
	Iteration 33Q: 3 clusters Score -1161965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1161968.125000 Penalty: 4570.654785
	Iteration 34Q: 3 clusters Score -1161968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1161971.750000 Penalty: 4570.654785
	Iteration 35Q: 3 clusters Score -1161972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1161973.000000 Penalty: 4570.654785
	Iteration 36Q: 3 clusters Score -1161973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1161977.250000 Penalty: 4570.654785
	Iteration 37Q: 3 clusters Score -1161977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1161977.125000 Penalty: 4570.654785
	Iteration 38Q: 3 clusters Score -1161977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1161978.750000 Penalty: 4570.654785
	Iteration 39Q: 3 clusters Score -1161979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1161983.125000 Penalty: 4570.654785
	Iteration 40F: 3 clusters Score -1161983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1161985.375000 Penalty: 4570.654785
	Iteration 41Q: 3 clusters Score -1161985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1161985.375000 Penalty: 4570.654785
	Iteration 42F: 3 clusters Score -1161985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Entering Unmasked Estep 
Score: -2037784.625000 Penalty: 2411.893555
	Iteration 0F: 2 clusters Score -2037785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2025701.250000 Penalty: 4823.787109
	Iteration 0F: 3 clusters Score -2025701 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2029586.875000 Penalty: 4823.787109
	Iteration 1F: 3 clusters Score -2029587 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2030050.625000 Penalty: 4823.787109
	Iteration 2F: 3 clusters Score -2030051 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2030511.250000 Penalty: 4823.787109
	Iteration 3F: 3 clusters Score -2030511 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2030910.250000 Penalty: 4823.787109
	Iteration 4F: 3 clusters Score -2030910 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2031289.500000 Penalty: 4823.787109
	Iteration 5Q: 3 clusters Score -2031290 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2031627.500000 Penalty: 4823.787109
	Iteration 6Q: 3 clusters Score -2031628 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2031967.625000 Penalty: 4823.787109
	Iteration 7Q: 3 clusters Score -2031968 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2032368.875000 Penalty: 4823.787109
	Iteration 8Q: 3 clusters Score -2032369 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2032787.625000 Penalty: 4823.787109
	Iteration 9Q: 3 clusters Score -2032788 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2033192.250000 Penalty: 4823.787109
	Iteration 10Q: 3 clusters Score -2033192 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2033593.000000 Penalty: 4823.787109
	Iteration 11Q: 3 clusters Score -2033593 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2034027.250000 Penalty: 4823.787109
	Iteration 12Q: 3 clusters Score -2034027 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2034471.500000 Penalty: 4823.787109
	Iteration 13Q: 3 clusters Score -2034472 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2034861.250000 Penalty: 4823.787109
	Iteration 14Q: 3 clusters Score -2034861 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2035208.000000 Penalty: 4823.787109
	Iteration 15Q: 3 clusters Score -2035208 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2035504.250000 Penalty: 4823.787109
	Iteration 16Q: 3 clusters Score -2035504 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2035721.375000 Penalty: 4823.787109
	Iteration 17Q: 3 clusters Score -2035721 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2035871.500000 Penalty: 4823.787109
	Iteration 18Q: 3 clusters Score -2035872 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2035957.250000 Penalty: 4823.787109
	Iteration 19Q: 3 clusters Score -2035957 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2035989.625000 Penalty: 4823.787109
	Iteration 20F: 3 clusters Score -2035990 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2036021.000000 Penalty: 4823.787109
	Iteration 21Q: 3 clusters Score -2036021 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2036050.625000 Penalty: 4823.787109
	Iteration 22Q: 3 clusters Score -2036051 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2036080.000000 Penalty: 4823.787109
	Iteration 23Q: 3 clusters Score -2036080 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2036093.125000 Penalty: 4823.787109
	Iteration 24Q: 3 clusters Score -2036093 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2036107.375000 Penalty: 4823.787109
	Iteration 25Q: 3 clusters Score -2036107 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2036112.125000 Penalty: 4823.787109
	Iteration 26Q: 3 clusters Score -2036112 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2036122.750000 Penalty: 4823.787109
	Iteration 27Q: 3 clusters Score -2036123 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2036137.750000 Penalty: 4823.787109
	Iteration 28Q: 3 clusters Score -2036138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2036139.250000 Penalty: 4823.787109
	Iteration 29Q: 3 clusters Score -2036139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2036141.500000 Penalty: 4823.787109
	Iteration 30Q: 3 clusters Score -2036142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2036141.500000 Penalty: 4823.787109
	Iteration 31Q: 3 clusters Score -2036142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2036142.375000 Penalty: 4823.787109
	Iteration 32Q: 3 clusters Score -2036142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2036142.875000 Penalty: 4823.787109
	Iteration 33Q: 3 clusters Score -2036143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2036143.875000 Penalty: 4823.787109
	Iteration 34Q: 3 clusters Score -2036144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2036146.875000 Penalty: 4823.787109
	Iteration 35Q: 3 clusters Score -2036147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2036143.250000 Penalty: 4823.787109
	Iteration 36Q: 3 clusters Score -2036143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2036147.625000 Penalty: 4823.787109
	Iteration 37Q: 3 clusters Score -2036148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2036153.375000 Penalty: 4823.787109
	Iteration 38Q: 3 clusters Score -2036153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2036150.500000 Penalty: 4823.787109
	Iteration 39Q: 3 clusters Score -2036150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2036149.875000 Penalty: 4823.787109
	Iteration 40F: 3 clusters Score -2036150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2036150.375000 Penalty: 4823.787109
	Iteration 41Q: 3 clusters Score -2036150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2036150.375000 Penalty: 4823.787109
	Iteration 42Q: 3 clusters Score -2036150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2036150.500000 Penalty: 4823.787109
	Iteration 43Q: 3 clusters Score -2036150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2036150.500000 Penalty: 4823.787109
	Iteration 44F: 3 clusters Score -2036150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Entering Unmasked Estep 
Score: -4650712.000000 Penalty: 2614.892090
	Iteration 0F: 2 clusters Score -4650712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -4625098.500000 Penalty: 5229.784180
	Iteration 0F: 3 clusters Score -4625098 nChanged 17234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -4634628.500000 Penalty: 5229.784180
	Iteration 1F: 3 clusters Score -4634628 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -4635210.000000 Penalty: 5229.784180
	Iteration 2Q: 3 clusters Score -4635210 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -4635865.000000 Penalty: 5229.784180
	Iteration 3Q: 3 clusters Score -4635865 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -4636516.500000 Penalty: 5229.784180
	Iteration 4Q: 3 clusters Score -4636516 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -4637118.000000 Penalty: 5229.784180
	Iteration 5Q: 3 clusters Score -4637118 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -4637792.500000 Penalty: 5229.784180
	Iteration 6Q: 3 clusters Score -4637792 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -4638557.000000 Penalty: 5229.784180
	Iteration 7Q: 3 clusters Score -4638557 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -4639474.000000 Penalty: 5229.784180
	Iteration 8Q: 3 clusters Score -4639474 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -4640618.500000 Penalty: 5229.784180
	Iteration 9F: 3 clusters Score -4640618 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -4642050.500000 Penalty: 5229.784180
	Iteration 10F: 3 clusters Score -4642050 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -4643718.000000 Penalty: 5229.784180
	Iteration 11F: 3 clusters Score -4643718 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -4645401.500000 Penalty: 5229.784180
	Iteration 12F: 3 clusters Score -4645402 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -4646728.000000 Penalty: 5229.784180
	Iteration 13Q: 3 clusters Score -4646728 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -4647667.000000 Penalty: 5229.784180
	Iteration 14Q: 3 clusters Score -4647667 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4648201.000000 Penalty: 5229.784180
	Iteration 15Q: 3 clusters Score -4648201 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4648456.000000 Penalty: 5229.784180
	Iteration 16Q: 3 clusters Score -4648456 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4648599.500000 Penalty: 5229.784180
	Iteration 17Q: 3 clusters Score -4648600 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4648708.500000 Penalty: 5229.784180
	Iteration 18Q: 3 clusters Score -4648708 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4648810.500000 Penalty: 5229.784180
	Iteration 19Q: 3 clusters Score -4648810 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4648869.500000 Penalty: 5229.784180
	Iteration 20F: 3 clusters Score -4648870 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4648918.000000 Penalty: 5229.784180
	Iteration 21Q: 3 clusters Score -4648918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4648947.000000 Penalty: 5229.784180
	Iteration 22Q: 3 clusters Score -4648947 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4648974.500000 Penalty: 5229.784180
	Iteration 23Q: 3 clusters Score -4648974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4649007.500000 Penalty: 5229.784180
	Iteration 24Q: 3 clusters Score -4649008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4649031.000000 Penalty: 5229.784180
	Iteration 25Q: 3 clusters Score -4649031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4649053.500000 Penalty: 5229.784180
	Iteration 26Q: 3 clusters Score -4649054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4649076.500000 Penalty: 5229.784180
	Iteration 27Q: 3 clusters Score -4649076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4649080.000000 Penalty: 5229.784180
	Iteration 28Q: 3 clusters Score -4649080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4649099.000000 Penalty: 5229.784180
	Iteration 29Q: 3 clusters Score -4649099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4649106.500000 Penalty: 5229.784180
	Iteration 30Q: 3 clusters Score -4649106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4649125.000000 Penalty: 5229.784180
	Iteration 31Q: 3 clusters Score -4649125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4649138.500000 Penalty: 5229.784180
	Iteration 32Q: 3 clusters Score -4649138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4649142.500000 Penalty: 5229.784180
	Iteration 33Q: 3 clusters Score -4649142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4649148.000000 Penalty: 5229.784180
	Iteration 34Q: 3 clusters Score -4649148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4649145.500000 Penalty: 5229.784180
	Iteration 35Q: 3 clusters Score -4649146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4649149.500000 Penalty: 5229.784180
	Iteration 36Q: 3 clusters Score -4649150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4649154.000000 Penalty: 5229.784180
	Iteration 37Q: 3 clusters Score -4649154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4649161.500000 Penalty: 5229.784180
	Iteration 38Q: 3 clusters Score -4649162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4649168.000000 Penalty: 5229.784180
	Iteration 39Q: 3 clusters Score -4649168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4649172.500000 Penalty: 5229.784180
	Iteration 40F: 3 clusters Score -4649172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4649182.000000 Penalty: 5229.784180
	Iteration 41Q: 3 clusters Score -4649182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4649184.000000 Penalty: 5229.784180
	Iteration 42Q: 3 clusters Score -4649184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4649180.500000 Penalty: 5229.784180
	Iteration 43Q: 3 clusters Score -4649180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4649181.500000 Penalty: 5229.784180
	Iteration 44Q: 3 clusters Score -4649182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4649181.500000 Penalty: 5229.784180
	Iteration 45F: 3 clusters Score -4649182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Entering Unmasked Estep 
Score: -889417.562500 Penalty: 2225.799316
	Iteration 0F: 2 clusters Score -889417.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -883086.750000 Penalty: 4451.598633
	Iteration 0F: 3 clusters Score -883086.8 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -884838.562500 Penalty: 4451.598633
	Iteration 1F: 3 clusters Score -884838.6 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -885173.000000 Penalty: 4451.598633
	Iteration 2F: 3 clusters Score -885173 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -885411.937500 Penalty: 4451.598633
	Iteration 3F: 3 clusters Score -885411.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -885587.250000 Penalty: 4451.598633
	Iteration 4Q: 3 clusters Score -885587.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -885730.062500 Penalty: 4451.598633
	Iteration 5Q: 3 clusters Score -885730.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -885858.250000 Penalty: 4451.598633
	Iteration 6Q: 3 clusters Score -885858.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -885972.687500 Penalty: 4451.598633
	Iteration 7Q: 3 clusters Score -885972.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -886079.562500 Penalty: 4451.598633
	Iteration 8Q: 3 clusters Score -886079.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -886178.750000 Penalty: 4451.598633
	Iteration 9Q: 3 clusters Score -886178.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -886266.437500 Penalty: 4451.598633
	Iteration 10Q: 3 clusters Score -886266.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -886349.750000 Penalty: 4451.598633
	Iteration 11Q: 3 clusters Score -886349.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -886443.562500 Penalty: 4451.598633
	Iteration 12Q: 3 clusters Score -886443.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -886535.312500 Penalty: 4451.598633
	Iteration 13Q: 3 clusters Score -886535.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -886612.750000 Penalty: 4451.598633
	Iteration 14Q: 3 clusters Score -886612.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -886685.187500 Penalty: 4451.598633
	Iteration 15Q: 3 clusters Score -886685.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -886760.687500 Penalty: 4451.598633
	Iteration 16Q: 3 clusters Score -886760.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -886839.187500 Penalty: 4451.598633
	Iteration 17Q: 3 clusters Score -886839.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -886924.062500 Penalty: 4451.598633
	Iteration 18Q: 3 clusters Score -886924.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -886998.250000 Penalty: 4451.598633
	Iteration 19Q: 3 clusters Score -886998.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -887090.500000 Penalty: 4451.598633
	Iteration 20F: 3 clusters Score -887090.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -887168.875000 Penalty: 4451.598633
	Iteration 21Q: 3 clusters Score -887168.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -887237.062500 Penalty: 4451.598633
	Iteration 22Q: 3 clusters Score -887237.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -887298.812500 Penalty: 4451.598633
	Iteration 23Q: 3 clusters Score -887298.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -887356.500000 Penalty: 4451.598633
	Iteration 24Q: 3 clusters Score -887356.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -887392.250000 Penalty: 4451.598633
	Iteration 25Q: 3 clusters Score -887392.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -887434.125000 Penalty: 4451.598633
	Iteration 26Q: 3 clusters Score -887434.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -887482.062500 Penalty: 4451.598633
	Iteration 27Q: 3 clusters Score -887482.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -887523.937500 Penalty: 4451.598633
	Iteration 28Q: 3 clusters Score -887523.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -887556.250000 Penalty: 4451.598633
	Iteration 29Q: 3 clusters Score -887556.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -887577.625000 Penalty: 4451.598633
	Iteration 30Q: 3 clusters Score -887577.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -887598.562500 Penalty: 4451.598633
	Iteration 31Q: 3 clusters Score -887598.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -887624.250000 Penalty: 4451.598633
	Iteration 32Q: 3 clusters Score -887624.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -887644.500000 Penalty: 4451.598633
	Iteration 33Q: 3 clusters Score -887644.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -887670.125000 Penalty: 4451.598633
	Iteration 34Q: 3 clusters Score -887670.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -887702.687500 Penalty: 4451.598633
	Iteration 35Q: 3 clusters Score -887702.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -887735.000000 Penalty: 4451.598633
	Iteration 36Q: 3 clusters Score -887735 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -887764.750000 Penalty: 4451.598633
	Iteration 37Q: 3 clusters Score -887764.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -887787.812500 Penalty: 4451.598633
	Iteration 38Q: 3 clusters Score -887787.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -887808.125000 Penalty: 4451.598633
	Iteration 39Q: 3 clusters Score -887808.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -887824.500000 Penalty: 4451.598633
	Iteration 40F: 3 clusters Score -887824.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -887835.812500 Penalty: 4451.598633
	Iteration 41Q: 3 clusters Score -887835.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -887842.875000 Penalty: 4451.598633
	Iteration 42Q: 3 clusters Score -887842.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -887847.062500 Penalty: 4451.598633
	Iteration 43Q: 3 clusters Score -887847.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -887851.750000 Penalty: 4451.598633
	Iteration 44Q: 3 clusters Score -887851.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -887855.500000 Penalty: 4451.598633
	Iteration 45Q: 3 clusters Score -887855.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -887860.437500 Penalty: 4451.598633
	Iteration 46Q: 3 clusters Score -887860.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -887866.062500 Penalty: 4451.598633
	Iteration 47Q: 3 clusters Score -887866.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -887869.625000 Penalty: 4451.598633
	Iteration 48Q: 3 clusters Score -887869.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -887874.125000 Penalty: 4451.598633
	Iteration 49Q: 3 clusters Score -887874.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -887875.500000 Penalty: 4451.598633
	Iteration 50Q: 3 clusters Score -887875.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -887878.187500 Penalty: 4451.598633
	Iteration 51Q: 3 clusters Score -887878.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -887880.125000 Penalty: 4451.598633
	Iteration 52Q: 3 clusters Score -887880.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -887884.125000 Penalty: 4451.598633
	Iteration 53Q: 3 clusters Score -887884.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -887884.625000 Penalty: 4451.598633
	Iteration 54Q: 3 clusters Score -887884.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -887884.500000 Penalty: 4451.598633
	Iteration 55Q: 3 clusters Score -887884.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -887886.562500 Penalty: 4451.598633
	Iteration 56Q: 3 clusters Score -887886.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -887886.562500 Penalty: 4451.598633
	Iteration 57F: 3 clusters Score -887886.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (189792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189792 members 
Entering Unmasked Estep 
Score: -23267818.000000 Penalty: 3014.113525
	Iteration 0F: 2 clusters Score -2.326782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94868 members 
Mstep: Class 2 contains 94924 members 
Entering Unmasked Estep 
Score: -23145076.000000 Penalty: 6028.227051
	Iteration 0F: 3 clusters Score -2.314508e+07 nChanged 91372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95714 members 
Mstep: Class 2 contains 94078 members 
Entering Unmasked Estep 
Score: -23199086.000000 Penalty: 6028.227051
	Iteration 1F: 3 clusters Score -2.319909e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96549 members 
Mstep: Class 2 contains 93243 members 
Entering Unmasked Estep 
Score: -23201040.000000 Penalty: 6028.227051
	Iteration 2Q: 3 clusters Score -2.320104e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98269 members 
Mstep: Class 2 contains 91523 members 
Entering Unmasked Estep 
Score: -23204104.000000 Penalty: 6028.227051
	Iteration 3Q: 3 clusters Score -2.32041e+07 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101037 members 
Mstep: Class 2 contains 88755 members 
Entering Unmasked Estep 
Score: -23209040.000000 Penalty: 6028.227051
	Iteration 4F: 3 clusters Score -2.320904e+07 nChanged 11820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105049 members 
Mstep: Class 2 contains 84743 members 
Entering Unmasked Estep 
Score: -23215562.000000 Penalty: 6028.227051
	Iteration 5F: 3 clusters Score -2.321556e+07 nChanged 12938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110049 members 
Mstep: Class 2 contains 79743 members 
Entering Unmasked Estep 
Score: -23223572.000000 Penalty: 6028.227051
	Iteration 6F: 3 clusters Score -2.322357e+07 nChanged 12965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115650 members 
Mstep: Class 2 contains 74142 members 
Entering Unmasked Estep 
Score: -23230888.000000 Penalty: 6028.227051
	Iteration 7F: 3 clusters Score -2.323089e+07 nChanged 11364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121120 members 
Mstep: Class 2 contains 68672 members 
Entering Unmasked Estep 
Score: -23237532.000000 Penalty: 6028.227051
	Iteration 8F: 3 clusters Score -2.323753e+07 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126167 members 
Mstep: Class 2 contains 63625 members 
Entering Unmasked Estep 
Score: -23242702.000000 Penalty: 6028.227051
	Iteration 9F: 3 clusters Score -2.32427e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130869 members 
Mstep: Class 2 contains 58923 members 
Entering Unmasked Estep 
Score: -23247758.000000 Penalty: 6028.227051
	Iteration 10Q: 3 clusters Score -2.324776e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135235 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -23253424.000000 Penalty: 6028.227051
	Iteration 11Q: 3 clusters Score -2.325342e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139019 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -23258570.000000 Penalty: 6028.227051
	Iteration 12Q: 3 clusters Score -2.325857e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141949 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -23261862.000000 Penalty: 6028.227051
	Iteration 13Q: 3 clusters Score -2.326186e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144369 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -23263422.000000 Penalty: 6028.227051
	Iteration 14Q: 3 clusters Score -2.326342e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146512 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -23264294.000000 Penalty: 6028.227051
	Iteration 15Q: 3 clusters Score -2.326429e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148540 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -23264916.000000 Penalty: 6028.227051
	Iteration 16Q: 3 clusters Score -2.326492e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150496 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -23265474.000000 Penalty: 6028.227051
	Iteration 17Q: 3 clusters Score -2.326547e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152331 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -23265878.000000 Penalty: 6028.227051
	Iteration 18Q: 3 clusters Score -2.326588e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154144 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -23266154.000000 Penalty: 6028.227051
	Iteration 19Q: 3 clusters Score -2.326615e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156085 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -23266364.000000 Penalty: 6028.227051
	Iteration 20F: 3 clusters Score -2.326636e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158094 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -23266700.000000 Penalty: 6028.227051
	Iteration 21Q: 3 clusters Score -2.32667e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160083 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -23266876.000000 Penalty: 6028.227051
	Iteration 22Q: 3 clusters Score -2.326688e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161991 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -23266958.000000 Penalty: 6028.227051
	Iteration 23Q: 3 clusters Score -2.326696e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163910 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -23267022.000000 Penalty: 6028.227051
	Iteration 24Q: 3 clusters Score -2.326702e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165848 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -23267322.000000 Penalty: 6028.227051
	Iteration 25Q: 3 clusters Score -2.326732e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167687 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -23267538.000000 Penalty: 6028.227051
	Iteration 26Q: 3 clusters Score -2.326754e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169478 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -23267576.000000 Penalty: 6028.227051
	Iteration 27Q: 3 clusters Score -2.326758e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171152 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -23267598.000000 Penalty: 6028.227051
	Iteration 28Q: 3 clusters Score -2.32676e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172744 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -23267626.000000 Penalty: 6028.227051
	Iteration 29Q: 3 clusters Score -2.326763e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174225 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -23267688.000000 Penalty: 6028.227051
	Iteration 30Q: 3 clusters Score -2.326769e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175611 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -23267648.000000 Penalty: 6028.227051
	Iteration 31Q: 3 clusters Score -2.326765e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176883 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -23267706.000000 Penalty: 6028.227051
	Iteration 32Q: 3 clusters Score -2.326771e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178054 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -23267786.000000 Penalty: 6028.227051
	Iteration 33Q: 3 clusters Score -2.326779e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179078 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -23267864.000000 Penalty: 6028.227051
	Iteration 34Q: 3 clusters Score -2.326786e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180042 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -23267822.000000 Penalty: 6028.227051
	Iteration 35Q: 3 clusters Score -2.326782e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180875 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -23267832.000000 Penalty: 6028.227051
	Iteration 36Q: 3 clusters Score -2.326783e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181587 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -23267776.000000 Penalty: 6028.227051
	Iteration 37Q: 3 clusters Score -2.326778e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182196 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -23267738.000000 Penalty: 6028.227051
	Iteration 38Q: 3 clusters Score -2.326774e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182729 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -23267654.000000 Penalty: 6028.227051
	Iteration 39Q: 3 clusters Score -2.326765e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183178 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -23267672.000000 Penalty: 6028.227051
	Iteration 40F: 3 clusters Score -2.326767e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183581 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -23267612.000000 Penalty: 6028.227051
	Iteration 41Q: 3 clusters Score -2.326761e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183912 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -23267564.000000 Penalty: 6028.227051
	Iteration 42Q: 3 clusters Score -2.326756e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184174 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -23267526.000000 Penalty: 6028.227051
	Iteration 43Q: 3 clusters Score -2.326753e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184434 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -23267452.000000 Penalty: 6028.227051
	Iteration 44Q: 3 clusters Score -2.326745e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184650 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -23267376.000000 Penalty: 6028.227051
	Iteration 45Q: 3 clusters Score -2.326738e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184856 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -23267378.000000 Penalty: 6028.227051
	Iteration 46Q: 3 clusters Score -2.326738e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185046 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -23267314.000000 Penalty: 6028.227051
	Iteration 47Q: 3 clusters Score -2.326731e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185232 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -23267272.000000 Penalty: 6028.227051
	Iteration 48Q: 3 clusters Score -2.326727e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185385 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -23267260.000000 Penalty: 6028.227051
	Iteration 49Q: 3 clusters Score -2.326726e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185517 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -23267184.000000 Penalty: 6028.227051
	Iteration 50Q: 3 clusters Score -2.326718e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185633 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -23267194.000000 Penalty: 6028.227051
	Iteration 51Q: 3 clusters Score -2.326719e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185744 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -23267146.000000 Penalty: 6028.227051
	Iteration 52Q: 3 clusters Score -2.326715e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185851 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -23267174.000000 Penalty: 6028.227051
	Iteration 53Q: 3 clusters Score -2.326717e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185951 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -23267166.000000 Penalty: 6028.227051
	Iteration 54Q: 3 clusters Score -2.326717e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186056 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -23267158.000000 Penalty: 6028.227051
	Iteration 55Q: 3 clusters Score -2.326716e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186140 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -23267130.000000 Penalty: 6028.227051
	Iteration 56Q: 3 clusters Score -2.326713e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186223 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -23267076.000000 Penalty: 6028.227051
	Iteration 57Q: 3 clusters Score -2.326708e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186287 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -23267046.000000 Penalty: 6028.227051
	Iteration 58Q: 3 clusters Score -2.326705e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186332 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -23267018.000000 Penalty: 6028.227051
	Iteration 59Q: 3 clusters Score -2.326702e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186365 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -23267006.000000 Penalty: 6028.227051
	Iteration 60F: 3 clusters Score -2.326701e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186412 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -23267006.000000 Penalty: 6028.227051
	Iteration 61Q: 3 clusters Score -2.326701e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186440 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -23267000.000000 Penalty: 6028.227051
	Iteration 62Q: 3 clusters Score -2.3267e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186464 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -23267010.000000 Penalty: 6028.227051
	Iteration 63Q: 3 clusters Score -2.326701e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186488 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -23266976.000000 Penalty: 6028.227051
	Iteration 64Q: 3 clusters Score -2.326698e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186505 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -23266978.000000 Penalty: 6028.227051
	Iteration 65Q: 3 clusters Score -2.326698e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186525 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -23266978.000000 Penalty: 6028.227051
	Iteration 66Q: 3 clusters Score -2.326698e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186546 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -23266980.000000 Penalty: 6028.227051
	Iteration 67Q: 3 clusters Score -2.326698e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186573 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -23266960.000000 Penalty: 6028.227051
	Iteration 68Q: 3 clusters Score -2.326696e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186601 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -23266956.000000 Penalty: 6028.227051
	Iteration 69Q: 3 clusters Score -2.326696e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186616 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -23266954.000000 Penalty: 6028.227051
	Iteration 70Q: 3 clusters Score -2.326695e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186643 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -23266950.000000 Penalty: 6028.227051
	Iteration 71Q: 3 clusters Score -2.326695e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186672 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -23266956.000000 Penalty: 6028.227051
	Iteration 72Q: 3 clusters Score -2.326696e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186695 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -23266956.000000 Penalty: 6028.227051
	Iteration 73Q: 3 clusters Score -2.326696e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186724 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -23266956.000000 Penalty: 6028.227051
	Iteration 74Q: 3 clusters Score -2.326696e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186735 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -23266970.000000 Penalty: 6028.227051
	Iteration 75Q: 3 clusters Score -2.326697e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186754 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -23266958.000000 Penalty: 6028.227051
	Iteration 76Q: 3 clusters Score -2.326696e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186770 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -23266964.000000 Penalty: 6028.227051
	Iteration 77Q: 3 clusters Score -2.326696e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186787 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -23266972.000000 Penalty: 6028.227051
	Iteration 78Q: 3 clusters Score -2.326697e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186803 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -23266980.000000 Penalty: 6028.227051
	Iteration 79Q: 3 clusters Score -2.326698e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186820 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -23266972.000000 Penalty: 6028.227051
	Iteration 80F: 3 clusters Score -2.326697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186829 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -23266978.000000 Penalty: 6028.227051
	Iteration 81Q: 3 clusters Score -2.326698e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186837 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -23266986.000000 Penalty: 6028.227051
	Iteration 82Q: 3 clusters Score -2.326699e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186841 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -23266976.000000 Penalty: 6028.227051
	Iteration 83Q: 3 clusters Score -2.326698e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186849 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -23266984.000000 Penalty: 6028.227051
	Iteration 84Q: 3 clusters Score -2.326698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186860 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -23266950.000000 Penalty: 6028.227051
	Iteration 85Q: 3 clusters Score -2.326695e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186867 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -23266944.000000 Penalty: 6028.227051
	Iteration 86Q: 3 clusters Score -2.326694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186877 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -23266960.000000 Penalty: 6028.227051
	Iteration 87Q: 3 clusters Score -2.326696e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186888 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -23266960.000000 Penalty: 6028.227051
	Iteration 88Q: 3 clusters Score -2.326696e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186904 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -23266940.000000 Penalty: 6028.227051
	Iteration 89Q: 3 clusters Score -2.326694e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186915 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -23266938.000000 Penalty: 6028.227051
	Iteration 90Q: 3 clusters Score -2.326694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186920 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -23266936.000000 Penalty: 6028.227051
	Iteration 91Q: 3 clusters Score -2.326694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186927 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -23266908.000000 Penalty: 6028.227051
	Iteration 92Q: 3 clusters Score -2.326691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186936 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -23266922.000000 Penalty: 6028.227051
	Iteration 93Q: 3 clusters Score -2.326692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186948 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -23266902.000000 Penalty: 6028.227051
	Iteration 94Q: 3 clusters Score -2.32669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186954 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -23266882.000000 Penalty: 6028.227051
	Iteration 95Q: 3 clusters Score -2.326688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186960 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -23266876.000000 Penalty: 6028.227051
	Iteration 96Q: 3 clusters Score -2.326688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186969 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -23266856.000000 Penalty: 6028.227051
	Iteration 97Q: 3 clusters Score -2.326686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186977 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -23266860.000000 Penalty: 6028.227051
	Iteration 98Q: 3 clusters Score -2.326686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186983 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -23266870.000000 Penalty: 6028.227051
	Iteration 99Q: 3 clusters Score -2.326687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186988 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -23266878.000000 Penalty: 6028.227051
	Iteration 100F: 3 clusters Score -2.326688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186994 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -23266888.000000 Penalty: 6028.227051
	Iteration 101Q: 3 clusters Score -2.326689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186997 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -23266900.000000 Penalty: 6028.227051
	Iteration 102Q: 3 clusters Score -2.32669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186999 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -23266900.000000 Penalty: 6028.227051
	Iteration 103Q: 3 clusters Score -2.32669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187002 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -23266902.000000 Penalty: 6028.227051
	Iteration 104Q: 3 clusters Score -2.32669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187006 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -23266880.000000 Penalty: 6028.227051
	Iteration 105Q: 3 clusters Score -2.326688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187010 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -23266880.000000 Penalty: 6028.227051
	Iteration 106Q: 3 clusters Score -2.326688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187014 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -23266868.000000 Penalty: 6028.227051
	Iteration 107Q: 3 clusters Score -2.326687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187016 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -23266884.000000 Penalty: 6028.227051
	Iteration 108Q: 3 clusters Score -2.326688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187023 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -23266876.000000 Penalty: 6028.227051
	Iteration 109Q: 3 clusters Score -2.326688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187027 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -23266906.000000 Penalty: 6028.227051
	Iteration 110Q: 3 clusters Score -2.326691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187032 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -23266902.000000 Penalty: 6028.227051
	Iteration 111Q: 3 clusters Score -2.32669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187039 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -23266894.000000 Penalty: 6028.227051
	Iteration 112Q: 3 clusters Score -2.326689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187042 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -23266888.000000 Penalty: 6028.227051
	Iteration 113Q: 3 clusters Score -2.326689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187044 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -23266884.000000 Penalty: 6028.227051
	Iteration 114Q: 3 clusters Score -2.326688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187046 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -23266870.000000 Penalty: 6028.227051
	Iteration 115Q: 3 clusters Score -2.326687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187049 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -23266864.000000 Penalty: 6028.227051
	Iteration 116Q: 3 clusters Score -2.326686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187051 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -23266876.000000 Penalty: 6028.227051
	Iteration 117Q: 3 clusters Score -2.326688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187053 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -23266868.000000 Penalty: 6028.227051
	Iteration 118Q: 3 clusters Score -2.326687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187053 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -23266880.000000 Penalty: 6028.227051
	Iteration 119Q: 3 clusters Score -2.326688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187055 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -23266860.000000 Penalty: 6028.227051
	Iteration 120F: 3 clusters Score -2.326686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187058 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -23266864.000000 Penalty: 6028.227051
	Iteration 121Q: 3 clusters Score -2.326686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187059 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -23266872.000000 Penalty: 6028.227051
	Iteration 122Q: 3 clusters Score -2.326687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187060 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -23266866.000000 Penalty: 6028.227051
	Iteration 123Q: 3 clusters Score -2.326687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187059 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -23266864.000000 Penalty: 6028.227051
	Iteration 124Q: 3 clusters Score -2.326686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187060 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -23266856.000000 Penalty: 6028.227051
	Iteration 125Q: 3 clusters Score -2.326686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187060 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -23266856.000000 Penalty: 6028.227051
	Iteration 126F: 3 clusters Score -2.326686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Entering Unmasked Estep 
Score: -808812.875000 Penalty: 2194.608398
	Iteration 0F: 2 clusters Score -808812.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -803058.312500 Penalty: 4389.216797
	Iteration 0F: 3 clusters Score -803058.3 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -804690.187500 Penalty: 4389.216797
	Iteration 1F: 3 clusters Score -804690.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -805001.062500 Penalty: 4389.216797
	Iteration 2F: 3 clusters Score -805001.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -805193.562500 Penalty: 4389.216797
	Iteration 3F: 3 clusters Score -805193.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -805334.625000 Penalty: 4389.216797
	Iteration 4Q: 3 clusters Score -805334.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -805443.250000 Penalty: 4389.216797
	Iteration 5Q: 3 clusters Score -805443.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -805549.437500 Penalty: 4389.216797
	Iteration 6Q: 3 clusters Score -805549.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -805651.187500 Penalty: 4389.216797
	Iteration 7Q: 3 clusters Score -805651.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -805760.250000 Penalty: 4389.216797
	Iteration 8Q: 3 clusters Score -805760.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -805865.500000 Penalty: 4389.216797
	Iteration 9Q: 3 clusters Score -805865.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -805986.437500 Penalty: 4389.216797
	Iteration 10Q: 3 clusters Score -805986.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -806128.312500 Penalty: 4389.216797
	Iteration 11Q: 3 clusters Score -806128.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -806273.937500 Penalty: 4389.216797
	Iteration 12Q: 3 clusters Score -806273.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -806403.250000 Penalty: 4389.216797
	Iteration 13Q: 3 clusters Score -806403.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -806518.937500 Penalty: 4389.216797
	Iteration 14Q: 3 clusters Score -806518.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -806622.187500 Penalty: 4389.216797
	Iteration 15Q: 3 clusters Score -806622.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -806715.062500 Penalty: 4389.216797
	Iteration 16Q: 3 clusters Score -806715.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -806813.812500 Penalty: 4389.216797
	Iteration 17Q: 3 clusters Score -806813.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -806880.000000 Penalty: 4389.216797
	Iteration 18Q: 3 clusters Score -806880 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -806946.437500 Penalty: 4389.216797
	Iteration 19Q: 3 clusters Score -806946.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -806998.750000 Penalty: 4389.216797
	Iteration 20F: 3 clusters Score -806998.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -807036.125000 Penalty: 4389.216797
	Iteration 21Q: 3 clusters Score -807036.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -807062.437500 Penalty: 4389.216797
	Iteration 22Q: 3 clusters Score -807062.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -807085.250000 Penalty: 4389.216797
	Iteration 23Q: 3 clusters Score -807085.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -807108.312500 Penalty: 4389.216797
	Iteration 24Q: 3 clusters Score -807108.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -807121.437500 Penalty: 4389.216797
	Iteration 25Q: 3 clusters Score -807121.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -807132.562500 Penalty: 4389.216797
	Iteration 26Q: 3 clusters Score -807132.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -807137.687500 Penalty: 4389.216797
	Iteration 27Q: 3 clusters Score -807137.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -807140.062500 Penalty: 4389.216797
	Iteration 28Q: 3 clusters Score -807140.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -807141.687500 Penalty: 4389.216797
	Iteration 29Q: 3 clusters Score -807141.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -807144.625000 Penalty: 4389.216797
	Iteration 30Q: 3 clusters Score -807144.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -807147.375000 Penalty: 4389.216797
	Iteration 31Q: 3 clusters Score -807147.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -807148.125000 Penalty: 4389.216797
	Iteration 32Q: 3 clusters Score -807148.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -807146.875000 Penalty: 4389.216797
	Iteration 33Q: 3 clusters Score -807146.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -807147.312500 Penalty: 4389.216797
	Iteration 34Q: 3 clusters Score -807147.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -807149.062500 Penalty: 4389.216797
	Iteration 35Q: 3 clusters Score -807149.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -807149.625000 Penalty: 4389.216797
	Iteration 36Q: 3 clusters Score -807149.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -807149.875000 Penalty: 4389.216797
	Iteration 37Q: 3 clusters Score -807149.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -807149.812500 Penalty: 4389.216797
	Iteration 38Q: 3 clusters Score -807149.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -807150.312500 Penalty: 4389.216797
	Iteration 39Q: 3 clusters Score -807150.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -807151.375000 Penalty: 4389.216797
	Iteration 40F: 3 clusters Score -807151.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -807152.500000 Penalty: 4389.216797
	Iteration 41Q: 3 clusters Score -807152.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -807152.500000 Penalty: 4389.216797
	Iteration 42F: 3 clusters Score -807152.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (107675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107675 members 
Entering Unmasked Estep 
Score: -13137396.000000 Penalty: 2873.544434
	Iteration 0F: 2 clusters Score -1.31374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -13065363.000000 Penalty: 5747.088867
	Iteration 0F: 3 clusters Score -1.306536e+07 nChanged 51146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -13095060.000000 Penalty: 5747.088867
	Iteration 1F: 3 clusters Score -1.309506e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56292 members 
Mstep: Class 2 contains 51383 members 
Entering Unmasked Estep 
Score: -13096088.000000 Penalty: 5747.088867
	Iteration 2Q: 3 clusters Score -1.309609e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57533 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
Score: -13097720.000000 Penalty: 5747.088867
	Iteration 3Q: 3 clusters Score -1.309772e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 48420 members 
Entering Unmasked Estep 
Score: -13099789.000000 Penalty: 5747.088867
	Iteration 4Q: 3 clusters Score -1.309979e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61652 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -13102391.000000 Penalty: 5747.088867
	Iteration 5Q: 3 clusters Score -1.310239e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64880 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -13105578.000000 Penalty: 5747.088867
	Iteration 6F: 3 clusters Score -1.310558e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69071 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -13109426.000000 Penalty: 5747.088867
	Iteration 7F: 3 clusters Score -1.310943e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74006 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -13113639.000000 Penalty: 5747.088867
	Iteration 8F: 3 clusters Score -1.311364e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79341 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -13117944.000000 Penalty: 5747.088867
	Iteration 9F: 3 clusters Score -1.311794e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84541 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -13121764.000000 Penalty: 5747.088867
	Iteration 10F: 3 clusters Score -1.312176e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89215 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -13125189.000000 Penalty: 5747.088867
	Iteration 11Q: 3 clusters Score -1.312519e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93147 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -13128183.000000 Penalty: 5747.088867
	Iteration 12Q: 3 clusters Score -1.312818e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96247 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -13130648.000000 Penalty: 5747.088867
	Iteration 13Q: 3 clusters Score -1.313065e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98378 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -13132419.000000 Penalty: 5747.088867
	Iteration 14Q: 3 clusters Score -1.313242e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99792 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -13133555.000000 Penalty: 5747.088867
	Iteration 15Q: 3 clusters Score -1.313356e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100693 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -13134150.000000 Penalty: 5747.088867
	Iteration 16Q: 3 clusters Score -1.313415e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101278 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -13134588.000000 Penalty: 5747.088867
	Iteration 17Q: 3 clusters Score -1.313459e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101754 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -13134759.000000 Penalty: 5747.088867
	Iteration 18Q: 3 clusters Score -1.313476e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102105 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -13134943.000000 Penalty: 5747.088867
	Iteration 19Q: 3 clusters Score -1.313494e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102360 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -13135057.000000 Penalty: 5747.088867
	Iteration 20F: 3 clusters Score -1.313506e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102569 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -13135120.000000 Penalty: 5747.088867
	Iteration 21Q: 3 clusters Score -1.313512e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102741 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -13135144.000000 Penalty: 5747.088867
	Iteration 22Q: 3 clusters Score -1.313514e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102862 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -13135172.000000 Penalty: 5747.088867
	Iteration 23Q: 3 clusters Score -1.313517e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102971 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -13135194.000000 Penalty: 5747.088867
	Iteration 24Q: 3 clusters Score -1.313519e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103055 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -13135196.000000 Penalty: 5747.088867
	Iteration 25Q: 3 clusters Score -1.31352e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103117 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -13135203.000000 Penalty: 5747.088867
	Iteration 26Q: 3 clusters Score -1.31352e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103187 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -13135185.000000 Penalty: 5747.088867
	Iteration 27Q: 3 clusters Score -1.313518e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103234 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -13135202.000000 Penalty: 5747.088867
	Iteration 28Q: 3 clusters Score -1.31352e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103268 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -13135192.000000 Penalty: 5747.088867
	Iteration 29Q: 3 clusters Score -1.313519e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103297 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -13135195.000000 Penalty: 5747.088867
	Iteration 30Q: 3 clusters Score -1.31352e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103317 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -13135215.000000 Penalty: 5747.088867
	Iteration 31Q: 3 clusters Score -1.313522e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103328 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -13135221.000000 Penalty: 5747.088867
	Iteration 32Q: 3 clusters Score -1.313522e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103349 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -13135233.000000 Penalty: 5747.088867
	Iteration 33Q: 3 clusters Score -1.313523e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103372 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -13135242.000000 Penalty: 5747.088867
	Iteration 34Q: 3 clusters Score -1.313524e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103387 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -13135239.000000 Penalty: 5747.088867
	Iteration 35Q: 3 clusters Score -1.313524e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103402 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -13135248.000000 Penalty: 5747.088867
	Iteration 36Q: 3 clusters Score -1.313525e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103420 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -13135245.000000 Penalty: 5747.088867
	Iteration 37Q: 3 clusters Score -1.313524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103434 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -13135238.000000 Penalty: 5747.088867
	Iteration 38Q: 3 clusters Score -1.313524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103441 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -13135229.000000 Penalty: 5747.088867
	Iteration 39Q: 3 clusters Score -1.313523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103449 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -13135244.000000 Penalty: 5747.088867
	Iteration 40F: 3 clusters Score -1.313524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103458 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -13135245.000000 Penalty: 5747.088867
	Iteration 41Q: 3 clusters Score -1.313524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103463 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -13135249.000000 Penalty: 5747.088867
	Iteration 42Q: 3 clusters Score -1.313525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103465 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -13135253.000000 Penalty: 5747.088867
	Iteration 43Q: 3 clusters Score -1.313525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103467 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -13135246.000000 Penalty: 5747.088867
	Iteration 44Q: 3 clusters Score -1.313525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103468 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -13135262.000000 Penalty: 5747.088867
	Iteration 45Q: 3 clusters Score -1.313526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103468 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -13135262.000000 Penalty: 5747.088867
	Iteration 46F: 3 clusters Score -1.313526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Entering Unmasked Estep 
Score: -3096377.750000 Penalty: 2514.039062
	Iteration 0F: 2 clusters Score -3096378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -3078934.000000 Penalty: 5028.078125
	Iteration 0F: 3 clusters Score -3078934 nChanged 11182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -3084918.000000 Penalty: 5028.078125
	Iteration 1F: 3 clusters Score -3084918 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3085390.000000 Penalty: 5028.078125
	Iteration 2F: 3 clusters Score -3085390 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -3085809.750000 Penalty: 5028.078125
	Iteration 3Q: 3 clusters Score -3085810 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -3086194.000000 Penalty: 5028.078125
	Iteration 4Q: 3 clusters Score -3086194 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -3086561.250000 Penalty: 5028.078125
	Iteration 5Q: 3 clusters Score -3086561 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -3086964.000000 Penalty: 5028.078125
	Iteration 6Q: 3 clusters Score -3086964 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3087410.500000 Penalty: 5028.078125
	Iteration 7Q: 3 clusters Score -3087410 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -3087942.500000 Penalty: 5028.078125
	Iteration 8Q: 3 clusters Score -3087942 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -3088553.250000 Penalty: 5028.078125
	Iteration 9Q: 3 clusters Score -3088553 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -3089244.500000 Penalty: 5028.078125
	Iteration 10Q: 3 clusters Score -3089244 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -3090015.250000 Penalty: 5028.078125
	Iteration 11Q: 3 clusters Score -3090015 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -3090771.750000 Penalty: 5028.078125
	Iteration 12Q: 3 clusters Score -3090772 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -3091471.500000 Penalty: 5028.078125
	Iteration 13Q: 3 clusters Score -3091472 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -3092067.250000 Penalty: 5028.078125
	Iteration 14Q: 3 clusters Score -3092067 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -3092556.750000 Penalty: 5028.078125
	Iteration 15Q: 3 clusters Score -3092557 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -3092973.500000 Penalty: 5028.078125
	Iteration 16Q: 3 clusters Score -3092974 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -3093265.750000 Penalty: 5028.078125
	Iteration 17Q: 3 clusters Score -3093266 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -3093519.000000 Penalty: 5028.078125
	Iteration 18Q: 3 clusters Score -3093519 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -3093706.750000 Penalty: 5028.078125
	Iteration 19Q: 3 clusters Score -3093707 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -3093859.250000 Penalty: 5028.078125
	Iteration 20F: 3 clusters Score -3093859 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -3093965.250000 Penalty: 5028.078125
	Iteration 21Q: 3 clusters Score -3093965 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -3094045.250000 Penalty: 5028.078125
	Iteration 22Q: 3 clusters Score -3094045 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -3094108.250000 Penalty: 5028.078125
	Iteration 23Q: 3 clusters Score -3094108 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -3094149.750000 Penalty: 5028.078125
	Iteration 24Q: 3 clusters Score -3094150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -3094168.250000 Penalty: 5028.078125
	Iteration 25Q: 3 clusters Score -3094168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -3094188.750000 Penalty: 5028.078125
	Iteration 26Q: 3 clusters Score -3094189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -3094199.000000 Penalty: 5028.078125
	Iteration 27Q: 3 clusters Score -3094199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -3094210.500000 Penalty: 5028.078125
	Iteration 28Q: 3 clusters Score -3094210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -3094221.750000 Penalty: 5028.078125
	Iteration 29Q: 3 clusters Score -3094222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -3094229.000000 Penalty: 5028.078125
	Iteration 30Q: 3 clusters Score -3094229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -3094234.500000 Penalty: 5028.078125
	Iteration 31Q: 3 clusters Score -3094234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -3094237.750000 Penalty: 5028.078125
	Iteration 32Q: 3 clusters Score -3094238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -3094245.750000 Penalty: 5028.078125
	Iteration 33Q: 3 clusters Score -3094246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -3094253.000000 Penalty: 5028.078125
	Iteration 34Q: 3 clusters Score -3094253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -3094256.750000 Penalty: 5028.078125
	Iteration 35Q: 3 clusters Score -3094257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3094256.750000 Penalty: 5028.078125
	Iteration 36Q: 3 clusters Score -3094257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -3094254.750000 Penalty: 5028.078125
	Iteration 37Q: 3 clusters Score -3094255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -3094258.750000 Penalty: 5028.078125
	Iteration 38Q: 3 clusters Score -3094259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -3094257.000000 Penalty: 5028.078125
	Iteration 39Q: 3 clusters Score -3094257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -3094258.750000 Penalty: 5028.078125
	Iteration 40F: 3 clusters Score -3094259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Entering Unmasked Estep 
Score: -3025071.000000 Penalty: 2524.992676
	Iteration 0F: 2 clusters Score -3025071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -3006781.250000 Penalty: 5049.985352
	Iteration 0F: 3 clusters Score -3006781 nChanged 11844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -3013496.500000 Penalty: 5049.985352
	Iteration 1F: 3 clusters Score -3013496 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -3014313.500000 Penalty: 5049.985352
	Iteration 2F: 3 clusters Score -3014314 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -3015253.000000 Penalty: 5049.985352
	Iteration 3F: 3 clusters Score -3015253 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -3016264.500000 Penalty: 5049.985352
	Iteration 4F: 3 clusters Score -3016264 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -3017219.750000 Penalty: 5049.985352
	Iteration 5F: 3 clusters Score -3017220 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -3018132.500000 Penalty: 5049.985352
	Iteration 6F: 3 clusters Score -3018132 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -3019003.750000 Penalty: 5049.985352
	Iteration 7F: 3 clusters Score -3019004 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -3019751.000000 Penalty: 5049.985352
	Iteration 8Q: 3 clusters Score -3019751 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -3020282.500000 Penalty: 5049.985352
	Iteration 9Q: 3 clusters Score -3020282 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -3020646.250000 Penalty: 5049.985352
	Iteration 10Q: 3 clusters Score -3020646 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -3020923.000000 Penalty: 5049.985352
	Iteration 11Q: 3 clusters Score -3020923 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -3021124.000000 Penalty: 5049.985352
	Iteration 12Q: 3 clusters Score -3021124 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -3021299.750000 Penalty: 5049.985352
	Iteration 13Q: 3 clusters Score -3021300 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -3021476.500000 Penalty: 5049.985352
	Iteration 14Q: 3 clusters Score -3021476 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -3021620.250000 Penalty: 5049.985352
	Iteration 15Q: 3 clusters Score -3021620 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -3021771.500000 Penalty: 5049.985352
	Iteration 16Q: 3 clusters Score -3021772 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -3021944.750000 Penalty: 5049.985352
	Iteration 17Q: 3 clusters Score -3021945 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -3022138.250000 Penalty: 5049.985352
	Iteration 18Q: 3 clusters Score -3022138 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -3022314.750000 Penalty: 5049.985352
	Iteration 19Q: 3 clusters Score -3022315 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -3022473.500000 Penalty: 5049.985352
	Iteration 20F: 3 clusters Score -3022474 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -3022593.750000 Penalty: 5049.985352
	Iteration 21Q: 3 clusters Score -3022594 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3022708.000000 Penalty: 5049.985352
	Iteration 22Q: 3 clusters Score -3022708 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -3022818.750000 Penalty: 5049.985352
	Iteration 23Q: 3 clusters Score -3022819 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -3022923.000000 Penalty: 5049.985352
	Iteration 24Q: 3 clusters Score -3022923 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -3023061.500000 Penalty: 5049.985352
	Iteration 25Q: 3 clusters Score -3023062 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -3023164.000000 Penalty: 5049.985352
	Iteration 26Q: 3 clusters Score -3023164 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -3023269.000000 Penalty: 5049.985352
	Iteration 27Q: 3 clusters Score -3023269 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -3023381.500000 Penalty: 5049.985352
	Iteration 28Q: 3 clusters Score -3023382 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -3023479.250000 Penalty: 5049.985352
	Iteration 29Q: 3 clusters Score -3023479 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -3023583.250000 Penalty: 5049.985352
	Iteration 30Q: 3 clusters Score -3023583 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -3023649.250000 Penalty: 5049.985352
	Iteration 31Q: 3 clusters Score -3023649 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -3023706.750000 Penalty: 5049.985352
	Iteration 32Q: 3 clusters Score -3023707 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -3023742.000000 Penalty: 5049.985352
	Iteration 33Q: 3 clusters Score -3023742 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -3023779.000000 Penalty: 5049.985352
	Iteration 34Q: 3 clusters Score -3023779 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -3023824.750000 Penalty: 5049.985352
	Iteration 35Q: 3 clusters Score -3023825 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -3023871.250000 Penalty: 5049.985352
	Iteration 36Q: 3 clusters Score -3023871 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -3023945.000000 Penalty: 5049.985352
	Iteration 37Q: 3 clusters Score -3023945 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -3024000.000000 Penalty: 5049.985352
	Iteration 38Q: 3 clusters Score -3024000 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -3024080.250000 Penalty: 5049.985352
	Iteration 39Q: 3 clusters Score -3024080 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -3024187.250000 Penalty: 5049.985352
	Iteration 40F: 3 clusters Score -3024187 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -3024323.500000 Penalty: 5049.985352
	Iteration 41Q: 3 clusters Score -3024324 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3024437.500000 Penalty: 5049.985352
	Iteration 42Q: 3 clusters Score -3024438 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3024489.250000 Penalty: 5049.985352
	Iteration 43Q: 3 clusters Score -3024489 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -3024524.500000 Penalty: 5049.985352
	Iteration 44Q: 3 clusters Score -3024524 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -3024542.000000 Penalty: 5049.985352
	Iteration 45Q: 3 clusters Score -3024542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -3024557.250000 Penalty: 5049.985352
	Iteration 46Q: 3 clusters Score -3024557 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -3024564.000000 Penalty: 5049.985352
	Iteration 47Q: 3 clusters Score -3024564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -3024568.750000 Penalty: 5049.985352
	Iteration 48Q: 3 clusters Score -3024569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -3024577.750000 Penalty: 5049.985352
	Iteration 49Q: 3 clusters Score -3024578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -3024589.500000 Penalty: 5049.985352
	Iteration 50Q: 3 clusters Score -3024590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -3024586.500000 Penalty: 5049.985352
	Iteration 51Q: 3 clusters Score -3024586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -3024594.000000 Penalty: 5049.985352
	Iteration 52Q: 3 clusters Score -3024594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -3024597.750000 Penalty: 5049.985352
	Iteration 53Q: 3 clusters Score -3024598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -3024604.000000 Penalty: 5049.985352
	Iteration 54Q: 3 clusters Score -3024604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -3024610.500000 Penalty: 5049.985352
	Iteration 55Q: 3 clusters Score -3024610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -3024616.250000 Penalty: 5049.985352
	Iteration 56Q: 3 clusters Score -3024616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -3024610.500000 Penalty: 5049.985352
	Iteration 57Q: 3 clusters Score -3024610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -3024611.250000 Penalty: 5049.985352
	Iteration 58Q: 3 clusters Score -3024611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -3024618.500000 Penalty: 5049.985352
	Iteration 59Q: 3 clusters Score -3024618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -3024624.750000 Penalty: 5049.985352
	Iteration 60F: 3 clusters Score -3024625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -3024625.500000 Penalty: 5049.985352
	Iteration 61Q: 3 clusters Score -3024626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -3024629.000000 Penalty: 5049.985352
	Iteration 62Q: 3 clusters Score -3024629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -3024629.000000 Penalty: 5049.985352
	Iteration 63Q: 3 clusters Score -3024629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -3024631.000000 Penalty: 5049.985352
	Iteration 64Q: 3 clusters Score -3024631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -3024632.750000 Penalty: 5049.985352
	Iteration 65Q: 3 clusters Score -3024633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -3024633.500000 Penalty: 5049.985352
	Iteration 66Q: 3 clusters Score -3024634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -3024633.000000 Penalty: 5049.985352
	Iteration 67Q: 3 clusters Score -3024633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -3024634.750000 Penalty: 5049.985352
	Iteration 68Q: 3 clusters Score -3024635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -3024635.250000 Penalty: 5049.985352
	Iteration 69Q: 3 clusters Score -3024635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -3024639.750000 Penalty: 5049.985352
	Iteration 70Q: 3 clusters Score -3024640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3024641.750000 Penalty: 5049.985352
	Iteration 71Q: 3 clusters Score -3024642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3024639.750000 Penalty: 5049.985352
	Iteration 72Q: 3 clusters Score -3024640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3024638.500000 Penalty: 5049.985352
	Iteration 73Q: 3 clusters Score -3024638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3024644.750000 Penalty: 5049.985352
	Iteration 74Q: 3 clusters Score -3024645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3024644.750000 Penalty: 5049.985352
	Iteration 75F: 3 clusters Score -3024645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Entering Unmasked Estep 
Score: -305799.187500 Penalty: 1988.455688
	Iteration 0F: 2 clusters Score -305799.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -302891.750000 Penalty: 3976.911377
	Iteration 0F: 3 clusters Score -302891.8 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -306866.062500 Penalty: 3976.911377
	Iteration 1F: 3 clusters Score -306866.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -311640.156250 Penalty: 3976.911377
	Iteration 2F: 3 clusters Score -311640.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -314027.156250 Penalty: 3976.911377
	Iteration 3F: 3 clusters Score -314027.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -316869.125000 Penalty: 3976.911377
	Iteration 4Q: 3 clusters Score -316869.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -317142.750000 Penalty: 3976.911377
	Iteration 5Q: 3 clusters Score -317142.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -317368.968750 Penalty: 3976.911377
	Iteration 6Q: 3 clusters Score -317369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -317835.312500 Penalty: 3976.911377
	Iteration 7Q: 3 clusters Score -317835.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -318418.812500 Penalty: 3976.911377
	Iteration 8Q: 3 clusters Score -318418.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -318421.437500 Penalty: 3976.911377
	Iteration 9Q: 3 clusters Score -318421.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -318421.437500 Penalty: 3976.911377
	Iteration 10F: 3 clusters Score -318421.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 133469 members 
Mstep: Class 2 contains 63570 members 
Mstep: Class 3 contains 19197 members 
Mstep: Class 4 contains 38341 members 
Mstep: Class 5 contains 18347 members 
Mstep: Class 6 contains 8044 members 
Mstep: Class 7 contains 1157 members 
Mstep: Class 8 contains 10047 members 
Mstep: Class 9 contains 16737 members 
Mstep: Class 10 contains 37946 members 
Mstep: Class 11 contains 7903 members 
Mstep: Class 12 contains 189792 members 
Mstep: Class 13 contains 6969 members 
Mstep: Class 14 contains 107675 members 
Mstep: Class 15 contains 25267 members 
Mstep: Class 16 contains 26408 members 
Mstep: Class 17 contains 1878 members 
Mstep: Class 18 contains 35869 members 
Mstep: Class 19 contains 23563 members 
Mstep: Class 20 contains 7414 members 
Mstep: Class 21 contains 214071 members 
Mstep: Class 22 contains 57256 members 
Mstep: Class 23 contains 26514 members 
Mstep: Class 24 contains 255162 members 
Entering Unmasked Estep 
Score: -158378128.000000 Penalty: 83939.164062
Splitting cluster 17 changes total score from -158361376.000000 to -158378128.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 18 (35869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Entering Unmasked Estep 
Score: -4533184.000000 Penalty: 2600.931885
	Iteration 0F: 2 clusters Score -4533184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -4508821.500000 Penalty: 5201.863770
	Iteration 0F: 3 clusters Score -4508822 nChanged 16297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -4517559.000000 Penalty: 5201.863770
	Iteration 1F: 3 clusters Score -4517559 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -4518050.500000 Penalty: 5201.863770
	Iteration 2Q: 3 clusters Score -4518050 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -4518614.000000 Penalty: 5201.863770
	Iteration 3Q: 3 clusters Score -4518614 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -4519293.000000 Penalty: 5201.863770
	Iteration 4Q: 3 clusters Score -4519293 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -4520276.000000 Penalty: 5201.863770
	Iteration 5F: 3 clusters Score -4520276 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -4521862.000000 Penalty: 5201.863770
	Iteration 6F: 3 clusters Score -4521862 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -4524056.500000 Penalty: 5201.863770
	Iteration 7F: 3 clusters Score -4524056 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -4526465.500000 Penalty: 5201.863770
	Iteration 8F: 3 clusters Score -4526466 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -4528457.000000 Penalty: 5201.863770
	Iteration 9F: 3 clusters Score -4528457 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -4529649.000000 Penalty: 5201.863770
	Iteration 10Q: 3 clusters Score -4529649 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -4530256.000000 Penalty: 5201.863770
	Iteration 11Q: 3 clusters Score -4530256 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -4530555.500000 Penalty: 5201.863770
	Iteration 12Q: 3 clusters Score -4530556 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -4530745.000000 Penalty: 5201.863770
	Iteration 13Q: 3 clusters Score -4530745 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -4530844.000000 Penalty: 5201.863770
	Iteration 14Q: 3 clusters Score -4530844 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -4530919.000000 Penalty: 5201.863770
	Iteration 15Q: 3 clusters Score -4530919 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -4530962.500000 Penalty: 5201.863770
	Iteration 16Q: 3 clusters Score -4530962 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -4530992.500000 Penalty: 5201.863770
	Iteration 17Q: 3 clusters Score -4530992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -4531006.500000 Penalty: 5201.863770
	Iteration 18Q: 3 clusters Score -4531006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -4531015.000000 Penalty: 5201.863770
	Iteration 19Q: 3 clusters Score -4531015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -4531031.000000 Penalty: 5201.863770
	Iteration 20F: 3 clusters Score -4531031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -4531032.500000 Penalty: 5201.863770
	Iteration 21Q: 3 clusters Score -4531032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -4531039.000000 Penalty: 5201.863770
	Iteration 22Q: 3 clusters Score -4531039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -4531044.500000 Penalty: 5201.863770
	Iteration 23Q: 3 clusters Score -4531044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -4531048.000000 Penalty: 5201.863770
	Iteration 24Q: 3 clusters Score -4531048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -4531049.500000 Penalty: 5201.863770
	Iteration 25Q: 3 clusters Score -4531050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -4531050.500000 Penalty: 5201.863770
	Iteration 26Q: 3 clusters Score -4531050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -4531050.500000 Penalty: 5201.863770
	Iteration 27Q: 3 clusters Score -4531050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -4531059.000000 Penalty: 5201.863770
	Iteration 28Q: 3 clusters Score -4531059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -4531058.500000 Penalty: 5201.863770
	Iteration 29Q: 3 clusters Score -4531058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -4531059.000000 Penalty: 5201.863770
	Iteration 30Q: 3 clusters Score -4531059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -4531065.000000 Penalty: 5201.863770
	Iteration 31Q: 3 clusters Score -4531065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -4531067.500000 Penalty: 5201.863770
	Iteration 32Q: 3 clusters Score -4531068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -4531075.500000 Penalty: 5201.863770
	Iteration 33Q: 3 clusters Score -4531076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -4531072.000000 Penalty: 5201.863770
	Iteration 34Q: 3 clusters Score -4531072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -4531075.500000 Penalty: 5201.863770
	Iteration 35Q: 3 clusters Score -4531076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -4531073.500000 Penalty: 5201.863770
	Iteration 36Q: 3 clusters Score -4531074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -4531071.500000 Penalty: 5201.863770
	Iteration 37Q: 3 clusters Score -4531072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -4531076.000000 Penalty: 5201.863770
	Iteration 38Q: 3 clusters Score -4531076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -4531085.500000 Penalty: 5201.863770
	Iteration 39Q: 3 clusters Score -4531086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -4531086.500000 Penalty: 5201.863770
	Iteration 40F: 3 clusters Score -4531086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Entering Unmasked Estep 
Score: -2857626.250000 Penalty: 2496.723389
	Iteration 0F: 2 clusters Score -2857626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2841241.500000 Penalty: 4993.446777
	Iteration 0F: 3 clusters Score -2841242 nChanged 10486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2846879 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2847361 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2847771.000000 Penalty: 4993.446777
	Iteration 3Q: 3 clusters Score -2847771 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2848146.250000 Penalty: 4993.446777
	Iteration 4Q: 3 clusters Score -2848146 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2848510.750000 Penalty: 4993.446777
	Iteration 5Q: 3 clusters Score -2848511 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2848842.000000 Penalty: 4993.446777
	Iteration 6Q: 3 clusters Score -2848842 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2849204.000000 Penalty: 4993.446777
	Iteration 7Q: 3 clusters Score -2849204 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2849597.250000 Penalty: 4993.446777
	Iteration 8Q: 3 clusters Score -2849597 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2850050.000000 Penalty: 4993.446777
	Iteration 9Q: 3 clusters Score -2850050 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2850582.750000 Penalty: 4993.446777
	Iteration 10Q: 3 clusters Score -2850583 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2851167.750000 Penalty: 4993.446777
	Iteration 11Q: 3 clusters Score -2851168 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2851757.500000 Penalty: 4993.446777
	Iteration 12Q: 3 clusters Score -2851758 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2852234.250000 Penalty: 4993.446777
	Iteration 13Q: 3 clusters Score -2852234 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2852515.250000 Penalty: 4993.446777
	Iteration 14Q: 3 clusters Score -2852515 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2852722.250000 Penalty: 4993.446777
	Iteration 15Q: 3 clusters Score -2852722 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2852869.500000 Penalty: 4993.446777
	Iteration 16Q: 3 clusters Score -2852870 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2852989.000000 Penalty: 4993.446777
	Iteration 17Q: 3 clusters Score -2852989 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2853077.250000 Penalty: 4993.446777
	Iteration 18Q: 3 clusters Score -2853077 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2853175.500000 Penalty: 4993.446777
	Iteration 19Q: 3 clusters Score -2853176 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2853266.750000 Penalty: 4993.446777
	Iteration 20F: 3 clusters Score -2853267 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2853360.750000 Penalty: 4993.446777
	Iteration 21Q: 3 clusters Score -2853361 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2853434.750000 Penalty: 4993.446777
	Iteration 22Q: 3 clusters Score -2853435 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2853513.500000 Penalty: 4993.446777
	Iteration 23Q: 3 clusters Score -2853514 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2853570.250000 Penalty: 4993.446777
	Iteration 24Q: 3 clusters Score -2853570 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2853634.500000 Penalty: 4993.446777
	Iteration 25Q: 3 clusters Score -2853634 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2853685.000000 Penalty: 4993.446777
	Iteration 26Q: 3 clusters Score -2853685 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2853762.000000 Penalty: 4993.446777
	Iteration 27Q: 3 clusters Score -2853762 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2853817.000000 Penalty: 4993.446777
	Iteration 28Q: 3 clusters Score -2853817 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2853902.000000 Penalty: 4993.446777
	Iteration 29Q: 3 clusters Score -2853902 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2853960.750000 Penalty: 4993.446777
	Iteration 30Q: 3 clusters Score -2853961 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2854023.500000 Penalty: 4993.446777
	Iteration 31Q: 3 clusters Score -2854024 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2854085.500000 Penalty: 4993.446777
	Iteration 32Q: 3 clusters Score -2854086 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2854144.500000 Penalty: 4993.446777
	Iteration 33Q: 3 clusters Score -2854144 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2854196.750000 Penalty: 4993.446777
	Iteration 34Q: 3 clusters Score -2854197 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2854258.000000 Penalty: 4993.446777
	Iteration 35Q: 3 clusters Score -2854258 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2854306.750000 Penalty: 4993.446777
	Iteration 36Q: 3 clusters Score -2854307 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2854367.000000 Penalty: 4993.446777
	Iteration 37Q: 3 clusters Score -2854367 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2854418.000000 Penalty: 4993.446777
	Iteration 38Q: 3 clusters Score -2854418 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2854462.750000 Penalty: 4993.446777
	Iteration 39Q: 3 clusters Score -2854463 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2854521.000000 Penalty: 4993.446777
	Iteration 40F: 3 clusters Score -2854521 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2854579.000000 Penalty: 4993.446777
	Iteration 41Q: 3 clusters Score -2854579 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2854634.000000 Penalty: 4993.446777
	Iteration 42Q: 3 clusters Score -2854634 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2854706.000000 Penalty: 4993.446777
	Iteration 43Q: 3 clusters Score -2854706 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2854757.500000 Penalty: 4993.446777
	Iteration 44Q: 3 clusters Score -2854758 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2854828.500000 Penalty: 4993.446777
	Iteration 45Q: 3 clusters Score -2854828 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2854892.250000 Penalty: 4993.446777
	Iteration 46Q: 3 clusters Score -2854892 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2854953.500000 Penalty: 4993.446777
	Iteration 47Q: 3 clusters Score -2854954 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2855002.500000 Penalty: 4993.446777
	Iteration 48Q: 3 clusters Score -2855002 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2855053.000000 Penalty: 4993.446777
	Iteration 49Q: 3 clusters Score -2855053 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2855085.750000 Penalty: 4993.446777
	Iteration 50Q: 3 clusters Score -2855086 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2855110.250000 Penalty: 4993.446777
	Iteration 51Q: 3 clusters Score -2855110 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2855147.500000 Penalty: 4993.446777
	Iteration 52Q: 3 clusters Score -2855148 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2855177.000000 Penalty: 4993.446777
	Iteration 53Q: 3 clusters Score -2855177 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2855211.500000 Penalty: 4993.446777
	Iteration 54Q: 3 clusters Score -2855212 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2855238.750000 Penalty: 4993.446777
	Iteration 55Q: 3 clusters Score -2855239 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2855261.750000 Penalty: 4993.446777
	Iteration 56Q: 3 clusters Score -2855262 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2855277.000000 Penalty: 4993.446777
	Iteration 57Q: 3 clusters Score -2855277 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2855298.250000 Penalty: 4993.446777
	Iteration 58Q: 3 clusters Score -2855298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2855313.000000 Penalty: 4993.446777
	Iteration 59Q: 3 clusters Score -2855313 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2855327.500000 Penalty: 4993.446777
	Iteration 60F: 3 clusters Score -2855328 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2855350.250000 Penalty: 4993.446777
	Iteration 61Q: 3 clusters Score -2855350 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2855378.500000 Penalty: 4993.446777
	Iteration 62Q: 3 clusters Score -2855378 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2855396.000000 Penalty: 4993.446777
	Iteration 63Q: 3 clusters Score -2855396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2855409.750000 Penalty: 4993.446777
	Iteration 64Q: 3 clusters Score -2855410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2855420.750000 Penalty: 4993.446777
	Iteration 65Q: 3 clusters Score -2855421 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2855442.750000 Penalty: 4993.446777
	Iteration 66Q: 3 clusters Score -2855443 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2855451.500000 Penalty: 4993.446777
	Iteration 67Q: 3 clusters Score -2855452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2855463.750000 Penalty: 4993.446777
	Iteration 68Q: 3 clusters Score -2855464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2855472.250000 Penalty: 4993.446777
	Iteration 69Q: 3 clusters Score -2855472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2855473.500000 Penalty: 4993.446777
	Iteration 70Q: 3 clusters Score -2855474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2855479.750000 Penalty: 4993.446777
	Iteration 71Q: 3 clusters Score -2855480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2855482.750000 Penalty: 4993.446777
	Iteration 72Q: 3 clusters Score -2855483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2855492.750000 Penalty: 4993.446777
	Iteration 73Q: 3 clusters Score -2855493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2855493.750000 Penalty: 4993.446777
	Iteration 74Q: 3 clusters Score -2855494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2855502.000000 Penalty: 4993.446777
	Iteration 75Q: 3 clusters Score -2855502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2855508.750000 Penalty: 4993.446777
	Iteration 76Q: 3 clusters Score -2855509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2855518.000000 Penalty: 4993.446777
	Iteration 77Q: 3 clusters Score -2855518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2855529.000000 Penalty: 4993.446777
	Iteration 78Q: 3 clusters Score -2855529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2855532.000000 Penalty: 4993.446777
	Iteration 79Q: 3 clusters Score -2855532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2855533.500000 Penalty: 4993.446777
	Iteration 80F: 3 clusters Score -2855534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2855538.250000 Penalty: 4993.446777
	Iteration 81Q: 3 clusters Score -2855538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2855540.500000 Penalty: 4993.446777
	Iteration 82Q: 3 clusters Score -2855540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2855548.750000 Penalty: 4993.446777
	Iteration 83Q: 3 clusters Score -2855549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2855553.250000 Penalty: 4993.446777
	Iteration 84Q: 3 clusters Score -2855553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2855552.000000 Penalty: 4993.446777
	Iteration 85Q: 3 clusters Score -2855552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2855555.500000 Penalty: 4993.446777
	Iteration 86Q: 3 clusters Score -2855556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2855561.250000 Penalty: 4993.446777
	Iteration 87Q: 3 clusters Score -2855561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2855564.750000 Penalty: 4993.446777
	Iteration 88Q: 3 clusters Score -2855565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2855568.250000 Penalty: 4993.446777
	Iteration 89Q: 3 clusters Score -2855568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2855572.000000 Penalty: 4993.446777
	Iteration 90Q: 3 clusters Score -2855572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2855583.000000 Penalty: 4993.446777
	Iteration 91Q: 3 clusters Score -2855583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2855583.250000 Penalty: 4993.446777
	Iteration 92Q: 3 clusters Score -2855583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2855585.250000 Penalty: 4993.446777
	Iteration 93Q: 3 clusters Score -2855585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2855593.000000 Penalty: 4993.446777
	Iteration 94Q: 3 clusters Score -2855593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2855597.500000 Penalty: 4993.446777
	Iteration 95Q: 3 clusters Score -2855598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2855605.750000 Penalty: 4993.446777
	Iteration 96Q: 3 clusters Score -2855606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2855612.750000 Penalty: 4993.446777
	Iteration 97Q: 3 clusters Score -2855613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2855622.750000 Penalty: 4993.446777
	Iteration 98Q: 3 clusters Score -2855623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2855624.000000 Penalty: 4993.446777
	Iteration 99Q: 3 clusters Score -2855624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2855626.250000 Penalty: 4993.446777
	Iteration 100F: 3 clusters Score -2855626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2855630.500000 Penalty: 4993.446777
	Iteration 101Q: 3 clusters Score -2855630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2855631.000000 Penalty: 4993.446777
	Iteration 102Q: 3 clusters Score -2855631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2855635.750000 Penalty: 4993.446777
	Iteration 103Q: 3 clusters Score -2855636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2855637.500000 Penalty: 4993.446777
	Iteration 104Q: 3 clusters Score -2855638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2855638.250000 Penalty: 4993.446777
	Iteration 105Q: 3 clusters Score -2855638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2855640.250000 Penalty: 4993.446777
	Iteration 106Q: 3 clusters Score -2855640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2855640.500000 Penalty: 4993.446777
	Iteration 107Q: 3 clusters Score -2855640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2855644.000000 Penalty: 4993.446777
	Iteration 108Q: 3 clusters Score -2855644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2855646.000000 Penalty: 4993.446777
	Iteration 109Q: 3 clusters Score -2855646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2855648.250000 Penalty: 4993.446777
	Iteration 110Q: 3 clusters Score -2855648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2855652.000000 Penalty: 4993.446777
	Iteration 111Q: 3 clusters Score -2855652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2855650.750000 Penalty: 4993.446777
	Iteration 112Q: 3 clusters Score -2855651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2855652.500000 Penalty: 4993.446777
	Iteration 113Q: 3 clusters Score -2855652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2855652.750000 Penalty: 4993.446777
	Iteration 114Q: 3 clusters Score -2855653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2855653.250000 Penalty: 4993.446777
	Iteration 115Q: 3 clusters Score -2855653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2855654.750000 Penalty: 4993.446777
	Iteration 116Q: 3 clusters Score -2855655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2855654.000000 Penalty: 4993.446777
	Iteration 117Q: 3 clusters Score -2855654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2855655.500000 Penalty: 4993.446777
	Iteration 118Q: 3 clusters Score -2855656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2855655.500000 Penalty: 4993.446777
	Iteration 119F: 3 clusters Score -2855656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Entering Unmasked Estep 
Score: -885225.687500 Penalty: 2209.958984
	Iteration 0F: 2 clusters Score -885225.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -879173.062500 Penalty: 4419.917969
	Iteration 0F: 3 clusters Score -879173.1 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -880740.812500 Penalty: 4419.917969
	Iteration 1F: 3 clusters Score -880740.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -880983.875000 Penalty: 4419.917969
	Iteration 2F: 3 clusters Score -880983.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -881130.375000 Penalty: 4419.917969
	Iteration 3Q: 3 clusters Score -881130.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -881274.375000 Penalty: 4419.917969
	Iteration 4Q: 3 clusters Score -881274.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -881409.750000 Penalty: 4419.917969
	Iteration 5Q: 3 clusters Score -881409.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -881553.000000 Penalty: 4419.917969
	Iteration 6Q: 3 clusters Score -881553 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -881689.500000 Penalty: 4419.917969
	Iteration 7Q: 3 clusters Score -881689.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -881827.875000 Penalty: 4419.917969
	Iteration 8Q: 3 clusters Score -881827.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -881961.812500 Penalty: 4419.917969
	Iteration 9Q: 3 clusters Score -881961.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -882095.812500 Penalty: 4419.917969
	Iteration 10Q: 3 clusters Score -882095.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -882201.812500 Penalty: 4419.917969
	Iteration 11Q: 3 clusters Score -882201.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -882321.625000 Penalty: 4419.917969
	Iteration 12Q: 3 clusters Score -882321.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -882449.375000 Penalty: 4419.917969
	Iteration 13Q: 3 clusters Score -882449.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -882557.187500 Penalty: 4419.917969
	Iteration 14Q: 3 clusters Score -882557.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -882654.875000 Penalty: 4419.917969
	Iteration 15Q: 3 clusters Score -882654.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -882738.250000 Penalty: 4419.917969
	Iteration 16Q: 3 clusters Score -882738.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -882799.687500 Penalty: 4419.917969
	Iteration 17Q: 3 clusters Score -882799.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -882846.125000 Penalty: 4419.917969
	Iteration 18Q: 3 clusters Score -882846.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -882893.125000 Penalty: 4419.917969
	Iteration 19Q: 3 clusters Score -882893.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -882937.125000 Penalty: 4419.917969
	Iteration 20F: 3 clusters Score -882937.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -882969.500000 Penalty: 4419.917969
	Iteration 21Q: 3 clusters Score -882969.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -882998.187500 Penalty: 4419.917969
	Iteration 22Q: 3 clusters Score -882998.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -883021.437500 Penalty: 4419.917969
	Iteration 23Q: 3 clusters Score -883021.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -883047.375000 Penalty: 4419.917969
	Iteration 24Q: 3 clusters Score -883047.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -883073.437500 Penalty: 4419.917969
	Iteration 25Q: 3 clusters Score -883073.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -883094.250000 Penalty: 4419.917969
	Iteration 26Q: 3 clusters Score -883094.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -883113.250000 Penalty: 4419.917969
	Iteration 27Q: 3 clusters Score -883113.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -883129.250000 Penalty: 4419.917969
	Iteration 28Q: 3 clusters Score -883129.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -883153.312500 Penalty: 4419.917969
	Iteration 29Q: 3 clusters Score -883153.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -883177.625000 Penalty: 4419.917969
	Iteration 30Q: 3 clusters Score -883177.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -883201.875000 Penalty: 4419.917969
	Iteration 31Q: 3 clusters Score -883201.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -883218.250000 Penalty: 4419.917969
	Iteration 32Q: 3 clusters Score -883218.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -883233.437500 Penalty: 4419.917969
	Iteration 33Q: 3 clusters Score -883233.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -883247.187500 Penalty: 4419.917969
	Iteration 34Q: 3 clusters Score -883247.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -883255.062500 Penalty: 4419.917969
	Iteration 35Q: 3 clusters Score -883255.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -883261.375000 Penalty: 4419.917969
	Iteration 36Q: 3 clusters Score -883261.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -883268.625000 Penalty: 4419.917969
	Iteration 37Q: 3 clusters Score -883268.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -883272.687500 Penalty: 4419.917969
	Iteration 38Q: 3 clusters Score -883272.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -883276.687500 Penalty: 4419.917969
	Iteration 39Q: 3 clusters Score -883276.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -883282.562500 Penalty: 4419.917969
	Iteration 40F: 3 clusters Score -883282.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -883289.500000 Penalty: 4419.917969
	Iteration 41Q: 3 clusters Score -883289.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -883297.437500 Penalty: 4419.917969
	Iteration 42Q: 3 clusters Score -883297.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -883306.062500 Penalty: 4419.917969
	Iteration 43Q: 3 clusters Score -883306.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -883314.125000 Penalty: 4419.917969
	Iteration 44Q: 3 clusters Score -883314.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -883317.687500 Penalty: 4419.917969
	Iteration 45Q: 3 clusters Score -883317.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -883325.500000 Penalty: 4419.917969
	Iteration 46Q: 3 clusters Score -883325.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -883332.250000 Penalty: 4419.917969
	Iteration 47Q: 3 clusters Score -883332.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -883338.500000 Penalty: 4419.917969
	Iteration 48Q: 3 clusters Score -883338.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -883345.312500 Penalty: 4419.917969
	Iteration 49Q: 3 clusters Score -883345.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -883351.625000 Penalty: 4419.917969
	Iteration 50Q: 3 clusters Score -883351.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -883361.062500 Penalty: 4419.917969
	Iteration 51Q: 3 clusters Score -883361.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -883368.125000 Penalty: 4419.917969
	Iteration 52Q: 3 clusters Score -883368.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -883378.750000 Penalty: 4419.917969
	Iteration 53Q: 3 clusters Score -883378.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -883386.562500 Penalty: 4419.917969
	Iteration 54Q: 3 clusters Score -883386.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -883393.187500 Penalty: 4419.917969
	Iteration 55Q: 3 clusters Score -883393.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -883399.937500 Penalty: 4419.917969
	Iteration 56Q: 3 clusters Score -883399.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -883405.562500 Penalty: 4419.917969
	Iteration 57Q: 3 clusters Score -883405.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -883407.812500 Penalty: 4419.917969
	Iteration 58Q: 3 clusters Score -883407.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -883413.375000 Penalty: 4419.917969
	Iteration 59Q: 3 clusters Score -883413.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -883420.000000 Penalty: 4419.917969
	Iteration 60F: 3 clusters Score -883420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -883423.062500 Penalty: 4419.917969
	Iteration 61Q: 3 clusters Score -883423.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -883423.812500 Penalty: 4419.917969
	Iteration 62Q: 3 clusters Score -883423.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -883426.687500 Penalty: 4419.917969
	Iteration 63Q: 3 clusters Score -883426.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -883429.187500 Penalty: 4419.917969
	Iteration 64Q: 3 clusters Score -883429.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -883433.187500 Penalty: 4419.917969
	Iteration 65Q: 3 clusters Score -883433.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -883439.000000 Penalty: 4419.917969
	Iteration 66Q: 3 clusters Score -883439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -883442.437500 Penalty: 4419.917969
	Iteration 67Q: 3 clusters Score -883442.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -883446.500000 Penalty: 4419.917969
	Iteration 68Q: 3 clusters Score -883446.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -883451.500000 Penalty: 4419.917969
	Iteration 69Q: 3 clusters Score -883451.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -883454.625000 Penalty: 4419.917969
	Iteration 70Q: 3 clusters Score -883454.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -883458.125000 Penalty: 4419.917969
	Iteration 71Q: 3 clusters Score -883458.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -883461.375000 Penalty: 4419.917969
	Iteration 72Q: 3 clusters Score -883461.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -883467.750000 Penalty: 4419.917969
	Iteration 73Q: 3 clusters Score -883467.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -883468.500000 Penalty: 4419.917969
	Iteration 74Q: 3 clusters Score -883468.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -883469.500000 Penalty: 4419.917969
	Iteration 75Q: 3 clusters Score -883469.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -883473.937500 Penalty: 4419.917969
	Iteration 76Q: 3 clusters Score -883473.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -883475.500000 Penalty: 4419.917969
	Iteration 77Q: 3 clusters Score -883475.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -883479.187500 Penalty: 4419.917969
	Iteration 78Q: 3 clusters Score -883479.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -883481.187500 Penalty: 4419.917969
	Iteration 79Q: 3 clusters Score -883481.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -883481.937500 Penalty: 4419.917969
	Iteration 80F: 3 clusters Score -883481.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -883482.812500 Penalty: 4419.917969
	Iteration 81Q: 3 clusters Score -883482.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -883485.250000 Penalty: 4419.917969
	Iteration 82Q: 3 clusters Score -883485.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -883485.375000 Penalty: 4419.917969
	Iteration 83Q: 3 clusters Score -883485.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -883484.062500 Penalty: 4419.917969
	Iteration 84Q: 3 clusters Score -883484.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -883484.625000 Penalty: 4419.917969
	Iteration 85Q: 3 clusters Score -883484.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -883484.625000 Penalty: 4419.917969
	Iteration 86F: 3 clusters Score -883484.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (214071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214071 members 
Entering Unmasked Estep 
Score: -26155600.000000 Penalty: 3043.967773
	Iteration 0F: 2 clusters Score -2.61556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107122 members 
Mstep: Class 2 contains 106949 members 
Entering Unmasked Estep 
Score: -26013892.000000 Penalty: 6087.935547
	Iteration 0F: 3 clusters Score -2.601389e+07 nChanged 103283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107879 members 
Mstep: Class 2 contains 106192 members 
Entering Unmasked Estep 
Score: -26074472.000000 Penalty: 6087.935547
	Iteration 1F: 3 clusters Score -2.607447e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108293 members 
Mstep: Class 2 contains 105778 members 
Entering Unmasked Estep 
Score: -26075804.000000 Penalty: 6087.935547
	Iteration 2Q: 3 clusters Score -2.60758e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108960 members 
Mstep: Class 2 contains 105111 members 
Entering Unmasked Estep 
Score: -26077102.000000 Penalty: 6087.935547
	Iteration 3Q: 3 clusters Score -2.60771e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109886 members 
Mstep: Class 2 contains 104185 members 
Entering Unmasked Estep 
Score: -26078640.000000 Penalty: 6087.935547
	Iteration 4Q: 3 clusters Score -2.607864e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111392 members 
Mstep: Class 2 contains 102679 members 
Entering Unmasked Estep 
Score: -26080550.000000 Penalty: 6087.935547
	Iteration 5Q: 3 clusters Score -2.608055e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113774 members 
Mstep: Class 2 contains 100297 members 
Entering Unmasked Estep 
Score: -26082500.000000 Penalty: 6087.935547
	Iteration 6Q: 3 clusters Score -2.60825e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117494 members 
Mstep: Class 2 contains 96577 members 
Entering Unmasked Estep 
Score: -26085246.000000 Penalty: 6087.935547
	Iteration 7Q: 3 clusters Score -2.608525e+07 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122846 members 
Mstep: Class 2 contains 91225 members 
Entering Unmasked Estep 
Score: -26088918.000000 Penalty: 6087.935547
	Iteration 8Q: 3 clusters Score -2.608892e+07 nChanged 10658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130256 members 
Mstep: Class 2 contains 83815 members 
Entering Unmasked Estep 
Score: -26093856.000000 Penalty: 6087.935547
	Iteration 9Q: 3 clusters Score -2.609386e+07 nChanged 12160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139692 members 
Mstep: Class 2 contains 74379 members 
Entering Unmasked Estep 
Score: -26101390.000000 Penalty: 6087.935547
	Iteration 10F: 3 clusters Score -2.610139e+07 nChanged 13298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150300 members 
Mstep: Class 2 contains 63771 members 
Entering Unmasked Estep 
Score: -26110916.000000 Penalty: 6087.935547
	Iteration 11F: 3 clusters Score -2.611092e+07 nChanged 12581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160357 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -26120308.000000 Penalty: 6087.935547
	Iteration 12F: 3 clusters Score -2.612031e+07 nChanged 10529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168516 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -26127892.000000 Penalty: 6087.935547
	Iteration 13Q: 3 clusters Score -2.612789e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174958 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -26133046.000000 Penalty: 6087.935547
	Iteration 14Q: 3 clusters Score -2.613305e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180107 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -26136568.000000 Penalty: 6087.935547
	Iteration 15Q: 3 clusters Score -2.613657e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184430 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -26139178.000000 Penalty: 6087.935547
	Iteration 16Q: 3 clusters Score -2.613918e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188288 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -26141094.000000 Penalty: 6087.935547
	Iteration 17Q: 3 clusters Score -2.614109e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191651 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -26142840.000000 Penalty: 6087.935547
	Iteration 18Q: 3 clusters Score -2.614284e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194817 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -26144676.000000 Penalty: 6087.935547
	Iteration 19Q: 3 clusters Score -2.614468e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197599 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -26146044.000000 Penalty: 6087.935547
	Iteration 20F: 3 clusters Score -2.614604e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200098 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -26147324.000000 Penalty: 6087.935547
	Iteration 21Q: 3 clusters Score -2.614732e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202208 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -26148450.000000 Penalty: 6087.935547
	Iteration 22Q: 3 clusters Score -2.614845e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203986 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -26149428.000000 Penalty: 6087.935547
	Iteration 23Q: 3 clusters Score -2.614943e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205506 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -26150244.000000 Penalty: 6087.935547
	Iteration 24Q: 3 clusters Score -2.615024e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206664 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -26150826.000000 Penalty: 6087.935547
	Iteration 25Q: 3 clusters Score -2.615083e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207621 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -26151322.000000 Penalty: 6087.935547
	Iteration 26Q: 3 clusters Score -2.615132e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208423 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -26151618.000000 Penalty: 6087.935547
	Iteration 27Q: 3 clusters Score -2.615162e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209073 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -26151864.000000 Penalty: 6087.935547
	Iteration 28Q: 3 clusters Score -2.615186e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209629 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -26152092.000000 Penalty: 6087.935547
	Iteration 29Q: 3 clusters Score -2.615209e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210088 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -26152294.000000 Penalty: 6087.935547
	Iteration 30Q: 3 clusters Score -2.615229e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210459 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -26152534.000000 Penalty: 6087.935547
	Iteration 31Q: 3 clusters Score -2.615253e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210800 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -26152748.000000 Penalty: 6087.935547
	Iteration 32Q: 3 clusters Score -2.615275e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211092 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -26152860.000000 Penalty: 6087.935547
	Iteration 33Q: 3 clusters Score -2.615286e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211334 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -26152976.000000 Penalty: 6087.935547
	Iteration 34Q: 3 clusters Score -2.615298e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211532 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -26153118.000000 Penalty: 6087.935547
	Iteration 35Q: 3 clusters Score -2.615312e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211685 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -26153196.000000 Penalty: 6087.935547
	Iteration 36Q: 3 clusters Score -2.61532e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211812 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -26153208.000000 Penalty: 6087.935547
	Iteration 37Q: 3 clusters Score -2.615321e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211911 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -26153258.000000 Penalty: 6087.935547
	Iteration 38Q: 3 clusters Score -2.615326e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212002 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -26153246.000000 Penalty: 6087.935547
	Iteration 39Q: 3 clusters Score -2.615325e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212064 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -26153298.000000 Penalty: 6087.935547
	Iteration 40F: 3 clusters Score -2.61533e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212120 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -26153314.000000 Penalty: 6087.935547
	Iteration 41Q: 3 clusters Score -2.615331e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212159 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -26153324.000000 Penalty: 6087.935547
	Iteration 42Q: 3 clusters Score -2.615332e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212209 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -26153370.000000 Penalty: 6087.935547
	Iteration 43Q: 3 clusters Score -2.615337e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212241 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -26153390.000000 Penalty: 6087.935547
	Iteration 44Q: 3 clusters Score -2.615339e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212275 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -26153404.000000 Penalty: 6087.935547
	Iteration 45Q: 3 clusters Score -2.61534e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212299 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -26153388.000000 Penalty: 6087.935547
	Iteration 46Q: 3 clusters Score -2.615339e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212312 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -26153398.000000 Penalty: 6087.935547
	Iteration 47Q: 3 clusters Score -2.61534e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212330 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -26153428.000000 Penalty: 6087.935547
	Iteration 48Q: 3 clusters Score -2.615343e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212345 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -26153446.000000 Penalty: 6087.935547
	Iteration 49Q: 3 clusters Score -2.615345e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212355 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -26153444.000000 Penalty: 6087.935547
	Iteration 50Q: 3 clusters Score -2.615344e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212360 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -26153446.000000 Penalty: 6087.935547
	Iteration 51Q: 3 clusters Score -2.615345e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212368 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -26153456.000000 Penalty: 6087.935547
	Iteration 52Q: 3 clusters Score -2.615346e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212384 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -26153444.000000 Penalty: 6087.935547
	Iteration 53Q: 3 clusters Score -2.615344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212389 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -26153456.000000 Penalty: 6087.935547
	Iteration 54Q: 3 clusters Score -2.615346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212391 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -26153442.000000 Penalty: 6087.935547
	Iteration 55Q: 3 clusters Score -2.615344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212393 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -26153446.000000 Penalty: 6087.935547
	Iteration 56Q: 3 clusters Score -2.615345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212400 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -26153448.000000 Penalty: 6087.935547
	Iteration 57Q: 3 clusters Score -2.615345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212413 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -26153458.000000 Penalty: 6087.935547
	Iteration 58Q: 3 clusters Score -2.615346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212418 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -26153458.000000 Penalty: 6087.935547
	Iteration 59Q: 3 clusters Score -2.615346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212427 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -26153464.000000 Penalty: 6087.935547
	Iteration 60F: 3 clusters Score -2.615346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212433 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -26153462.000000 Penalty: 6087.935547
	Iteration 61Q: 3 clusters Score -2.615346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212437 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -26153450.000000 Penalty: 6087.935547
	Iteration 62Q: 3 clusters Score -2.615345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212440 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -26153462.000000 Penalty: 6087.935547
	Iteration 63Q: 3 clusters Score -2.615346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212444 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -26153446.000000 Penalty: 6087.935547
	Iteration 64Q: 3 clusters Score -2.615345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212450 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -26153456.000000 Penalty: 6087.935547
	Iteration 65Q: 3 clusters Score -2.615346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212454 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -26153452.000000 Penalty: 6087.935547
	Iteration 66Q: 3 clusters Score -2.615345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212458 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -26153438.000000 Penalty: 6087.935547
	Iteration 67Q: 3 clusters Score -2.615344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212461 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -26153462.000000 Penalty: 6087.935547
	Iteration 68Q: 3 clusters Score -2.615346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212464 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -26153448.000000 Penalty: 6087.935547
	Iteration 69Q: 3 clusters Score -2.615345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212466 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -26153442.000000 Penalty: 6087.935547
	Iteration 70Q: 3 clusters Score -2.615344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212468 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -26153446.000000 Penalty: 6087.935547
	Iteration 71Q: 3 clusters Score -2.615345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212471 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -26153450.000000 Penalty: 6087.935547
	Iteration 72Q: 3 clusters Score -2.615345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212477 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -26153460.000000 Penalty: 6087.935547
	Iteration 73Q: 3 clusters Score -2.615346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212481 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -26153456.000000 Penalty: 6087.935547
	Iteration 74Q: 3 clusters Score -2.615346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212485 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -26153460.000000 Penalty: 6087.935547
	Iteration 75Q: 3 clusters Score -2.615346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212491 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -26153458.000000 Penalty: 6087.935547
	Iteration 76Q: 3 clusters Score -2.615346e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212500 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -26153464.000000 Penalty: 6087.935547
	Iteration 77Q: 3 clusters Score -2.615346e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212509 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -26153478.000000 Penalty: 6087.935547
	Iteration 78Q: 3 clusters Score -2.615348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212520 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -26153500.000000 Penalty: 6087.935547
	Iteration 79Q: 3 clusters Score -2.61535e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212526 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -26153500.000000 Penalty: 6087.935547
	Iteration 80F: 3 clusters Score -2.61535e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212538 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -26153514.000000 Penalty: 6087.935547
	Iteration 81Q: 3 clusters Score -2.615351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212547 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -26153520.000000 Penalty: 6087.935547
	Iteration 82Q: 3 clusters Score -2.615352e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212557 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -26153534.000000 Penalty: 6087.935547
	Iteration 83Q: 3 clusters Score -2.615353e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212565 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -26153522.000000 Penalty: 6087.935547
	Iteration 84Q: 3 clusters Score -2.615352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212575 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -26153540.000000 Penalty: 6087.935547
	Iteration 85Q: 3 clusters Score -2.615354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212585 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -26153532.000000 Penalty: 6087.935547
	Iteration 86Q: 3 clusters Score -2.615353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212592 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -26153526.000000 Penalty: 6087.935547
	Iteration 87Q: 3 clusters Score -2.615353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212599 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -26153534.000000 Penalty: 6087.935547
	Iteration 88Q: 3 clusters Score -2.615353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212598 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -26153530.000000 Penalty: 6087.935547
	Iteration 89Q: 3 clusters Score -2.615353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212601 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -26153514.000000 Penalty: 6087.935547
	Iteration 90Q: 3 clusters Score -2.615351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212605 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -26153508.000000 Penalty: 6087.935547
	Iteration 91Q: 3 clusters Score -2.615351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212604 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -26153540.000000 Penalty: 6087.935547
	Iteration 92Q: 3 clusters Score -2.615354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212604 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -26153538.000000 Penalty: 6087.935547
	Iteration 93Q: 3 clusters Score -2.615354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212605 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -26153536.000000 Penalty: 6087.935547
	Iteration 94Q: 3 clusters Score -2.615354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212604 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -26153558.000000 Penalty: 6087.935547
	Iteration 95Q: 3 clusters Score -2.615356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212605 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -26153550.000000 Penalty: 6087.935547
	Iteration 96Q: 3 clusters Score -2.615355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212609 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -26153550.000000 Penalty: 6087.935547
	Iteration 97Q: 3 clusters Score -2.615355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212611 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -26153548.000000 Penalty: 6087.935547
	Iteration 98Q: 3 clusters Score -2.615355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212613 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -26153542.000000 Penalty: 6087.935547
	Iteration 99Q: 3 clusters Score -2.615354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212617 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -26153540.000000 Penalty: 6087.935547
	Iteration 100F: 3 clusters Score -2.615354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212615 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -26153542.000000 Penalty: 6087.935547
	Iteration 101Q: 3 clusters Score -2.615354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212616 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -26153546.000000 Penalty: 6087.935547
	Iteration 102Q: 3 clusters Score -2.615355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212617 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -26153548.000000 Penalty: 6087.935547
	Iteration 103Q: 3 clusters Score -2.615355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212618 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -26153550.000000 Penalty: 6087.935547
	Iteration 104Q: 3 clusters Score -2.615355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212619 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -26153544.000000 Penalty: 6087.935547
	Iteration 105Q: 3 clusters Score -2.615354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212619 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -26153544.000000 Penalty: 6087.935547
	Iteration 106F: 3 clusters Score -2.615354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (57256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57256 members 
Entering Unmasked Estep 
Score: -6847334.000000 Penalty: 2716.911377
	Iteration 0F: 2 clusters Score -6847334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -6808843.000000 Penalty: 5433.822754
	Iteration 0F: 3 clusters Score -6808843 nChanged 26643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -6824153.000000 Penalty: 5433.822754
	Iteration 1F: 3 clusters Score -6824153 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -6825055.000000 Penalty: 5433.822754
	Iteration 2Q: 3 clusters Score -6825055 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -6826076.000000 Penalty: 5433.822754
	Iteration 3Q: 3 clusters Score -6826076 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -6827232.500000 Penalty: 5433.822754
	Iteration 4Q: 3 clusters Score -6827232 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -6828453.000000 Penalty: 5433.822754
	Iteration 5Q: 3 clusters Score -6828453 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -6829681.500000 Penalty: 5433.822754
	Iteration 6Q: 3 clusters Score -6829682 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -6830841.000000 Penalty: 5433.822754
	Iteration 7Q: 3 clusters Score -6830841 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -6832088.500000 Penalty: 5433.822754
	Iteration 8Q: 3 clusters Score -6832088 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -6833392.000000 Penalty: 5433.822754
	Iteration 9Q: 3 clusters Score -6833392 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -6834898.000000 Penalty: 5433.822754
	Iteration 10Q: 3 clusters Score -6834898 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -6836443.500000 Penalty: 5433.822754
	Iteration 11Q: 3 clusters Score -6836444 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -6838052.500000 Penalty: 5433.822754
	Iteration 12Q: 3 clusters Score -6838052 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 49201 members 
Entering Unmasked Estep 
Score: -6839645.000000 Penalty: 5433.822754
	Iteration 13Q: 3 clusters Score -6839645 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -6841127.000000 Penalty: 5433.822754
	Iteration 14Q: 3 clusters Score -6841127 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -6842436.500000 Penalty: 5433.822754
	Iteration 15Q: 3 clusters Score -6842436 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -6843333.000000 Penalty: 5433.822754
	Iteration 16Q: 3 clusters Score -6843333 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 55329 members 
Entering Unmasked Estep 
Score: -6843963.000000 Penalty: 5433.822754
	Iteration 17Q: 3 clusters Score -6843963 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -6844326.500000 Penalty: 5433.822754
	Iteration 18Q: 3 clusters Score -6844326 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 56159 members 
Entering Unmasked Estep 
Score: -6844531.000000 Penalty: 5433.822754
	Iteration 19Q: 3 clusters Score -6844531 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -6844685.000000 Penalty: 5433.822754
	Iteration 20F: 3 clusters Score -6844685 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 56477 members 
Entering Unmasked Estep 
Score: -6844773.500000 Penalty: 5433.822754
	Iteration 21Q: 3 clusters Score -6844774 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 56553 members 
Entering Unmasked Estep 
Score: -6844832.500000 Penalty: 5433.822754
	Iteration 22Q: 3 clusters Score -6844832 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 56605 members 
Entering Unmasked Estep 
Score: -6844873.500000 Penalty: 5433.822754
	Iteration 23Q: 3 clusters Score -6844874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 56646 members 
Entering Unmasked Estep 
Score: -6844925.000000 Penalty: 5433.822754
	Iteration 24Q: 3 clusters Score -6844925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 56669 members 
Entering Unmasked Estep 
Score: -6844932.000000 Penalty: 5433.822754
	Iteration 25Q: 3 clusters Score -6844932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 56694 members 
Entering Unmasked Estep 
Score: -6844954.000000 Penalty: 5433.822754
	Iteration 26Q: 3 clusters Score -6844954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 56712 members 
Entering Unmasked Estep 
Score: -6844966.500000 Penalty: 5433.822754
	Iteration 27Q: 3 clusters Score -6844966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 56725 members 
Entering Unmasked Estep 
Score: -6844980.000000 Penalty: 5433.822754
	Iteration 28Q: 3 clusters Score -6844980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -6844992.500000 Penalty: 5433.822754
	Iteration 29Q: 3 clusters Score -6844992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -6845001.500000 Penalty: 5433.822754
	Iteration 30Q: 3 clusters Score -6845002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 56756 members 
Entering Unmasked Estep 
Score: -6845014.000000 Penalty: 5433.822754
	Iteration 31Q: 3 clusters Score -6845014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 56763 members 
Entering Unmasked Estep 
Score: -6845034.500000 Penalty: 5433.822754
	Iteration 32Q: 3 clusters Score -6845034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 56771 members 
Entering Unmasked Estep 
Score: -6845044.000000 Penalty: 5433.822754
	Iteration 33Q: 3 clusters Score -6845044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 56775 members 
Entering Unmasked Estep 
Score: -6845041.000000 Penalty: 5433.822754
	Iteration 34Q: 3 clusters Score -6845041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 56778 members 
Entering Unmasked Estep 
Score: -6845045.500000 Penalty: 5433.822754
	Iteration 35Q: 3 clusters Score -6845046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 56782 members 
Entering Unmasked Estep 
Score: -6845060.000000 Penalty: 5433.822754
	Iteration 36Q: 3 clusters Score -6845060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -6845069.000000 Penalty: 5433.822754
	Iteration 37Q: 3 clusters Score -6845069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -6845069.000000 Penalty: 5433.822754
	Iteration 38Q: 3 clusters Score -6845069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -6845070.000000 Penalty: 5433.822754
	Iteration 39Q: 3 clusters Score -6845070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -6845068.500000 Penalty: 5433.822754
	Iteration 40F: 3 clusters Score -6845068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 56788 members 
Entering Unmasked Estep 
Score: -6845070.000000 Penalty: 5433.822754
	Iteration 41Q: 3 clusters Score -6845070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -6845071.000000 Penalty: 5433.822754
	Iteration 42Q: 3 clusters Score -6845071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 56788 members 
Entering Unmasked Estep 
Score: -6845073.500000 Penalty: 5433.822754
	Iteration 43Q: 3 clusters Score -6845074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 56788 members 
Entering Unmasked Estep 
Score: -6845073.500000 Penalty: 5433.822754
	Iteration 44F: 3 clusters Score -6845074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Entering Unmasked Estep 
Score: -3113622.250000 Penalty: 2525.986328
	Iteration 0F: 2 clusters Score -3113622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -3095347.750000 Penalty: 5051.972656
	Iteration 0F: 3 clusters Score -3095348 nChanged 11825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -3102039.500000 Penalty: 5051.972656
	Iteration 1F: 3 clusters Score -3102040 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -3102703.750000 Penalty: 5051.972656
	Iteration 2F: 3 clusters Score -3102704 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -3103321.000000 Penalty: 5051.972656
	Iteration 3F: 3 clusters Score -3103321 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -3103947.500000 Penalty: 5051.972656
	Iteration 4F: 3 clusters Score -3103948 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3104594.250000 Penalty: 5051.972656
	Iteration 5F: 3 clusters Score -3104594 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -3105338.750000 Penalty: 5051.972656
	Iteration 6F: 3 clusters Score -3105339 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -3106137.500000 Penalty: 5051.972656
	Iteration 7Q: 3 clusters Score -3106138 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -3107073.250000 Penalty: 5051.972656
	Iteration 8F: 3 clusters Score -3107073 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -3108014.750000 Penalty: 5051.972656
	Iteration 9Q: 3 clusters Score -3108015 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3108802.000000 Penalty: 5051.972656
	Iteration 10Q: 3 clusters Score -3108802 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -3109303.500000 Penalty: 5051.972656
	Iteration 11Q: 3 clusters Score -3109304 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -3109570.500000 Penalty: 5051.972656
	Iteration 12Q: 3 clusters Score -3109570 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -3109756.000000 Penalty: 5051.972656
	Iteration 13Q: 3 clusters Score -3109756 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -3109849.250000 Penalty: 5051.972656
	Iteration 14Q: 3 clusters Score -3109849 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -3109901.750000 Penalty: 5051.972656
	Iteration 15Q: 3 clusters Score -3109902 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -3109956.000000 Penalty: 5051.972656
	Iteration 16Q: 3 clusters Score -3109956 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -3109994.250000 Penalty: 5051.972656
	Iteration 17Q: 3 clusters Score -3109994 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -3110006.500000 Penalty: 5051.972656
	Iteration 18Q: 3 clusters Score -3110006 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -3110037.000000 Penalty: 5051.972656
	Iteration 19Q: 3 clusters Score -3110037 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3110074.250000 Penalty: 5051.972656
	Iteration 20F: 3 clusters Score -3110074 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -3110089.750000 Penalty: 5051.972656
	Iteration 21Q: 3 clusters Score -3110090 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -3110113.500000 Penalty: 5051.972656
	Iteration 22Q: 3 clusters Score -3110114 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -3110132.250000 Penalty: 5051.972656
	Iteration 23Q: 3 clusters Score -3110132 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -3110165.250000 Penalty: 5051.972656
	Iteration 24Q: 3 clusters Score -3110165 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -3110192.500000 Penalty: 5051.972656
	Iteration 25Q: 3 clusters Score -3110192 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -3110249.500000 Penalty: 5051.972656
	Iteration 26Q: 3 clusters Score -3110250 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -3110296.500000 Penalty: 5051.972656
	Iteration 27Q: 3 clusters Score -3110296 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -3110369.000000 Penalty: 5051.972656
	Iteration 28Q: 3 clusters Score -3110369 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -3110493.500000 Penalty: 5051.972656
	Iteration 29Q: 3 clusters Score -3110494 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -3110672.250000 Penalty: 5051.972656
	Iteration 30Q: 3 clusters Score -3110672 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -3110879.250000 Penalty: 5051.972656
	Iteration 31Q: 3 clusters Score -3110879 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -3111066.000000 Penalty: 5051.972656
	Iteration 32Q: 3 clusters Score -3111066 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -3111220.750000 Penalty: 5051.972656
	Iteration 33Q: 3 clusters Score -3111221 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -3111315.500000 Penalty: 5051.972656
	Iteration 34Q: 3 clusters Score -3111316 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -3111400.750000 Penalty: 5051.972656
	Iteration 35Q: 3 clusters Score -3111401 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -3111464.000000 Penalty: 5051.972656
	Iteration 36Q: 3 clusters Score -3111464 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -3111514.500000 Penalty: 5051.972656
	Iteration 37Q: 3 clusters Score -3111514 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -3111589.000000 Penalty: 5051.972656
	Iteration 38Q: 3 clusters Score -3111589 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -3111650.250000 Penalty: 5051.972656
	Iteration 39Q: 3 clusters Score -3111650 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -3111707.250000 Penalty: 5051.972656
	Iteration 40F: 3 clusters Score -3111707 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -3111756.500000 Penalty: 5051.972656
	Iteration 41Q: 3 clusters Score -3111756 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -3111805.250000 Penalty: 5051.972656
	Iteration 42Q: 3 clusters Score -3111805 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -3111853.000000 Penalty: 5051.972656
	Iteration 43Q: 3 clusters Score -3111853 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -3111890.000000 Penalty: 5051.972656
	Iteration 44Q: 3 clusters Score -3111890 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -3111919.000000 Penalty: 5051.972656
	Iteration 45Q: 3 clusters Score -3111919 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -3111979.250000 Penalty: 5051.972656
	Iteration 46Q: 3 clusters Score -3111979 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -3112004.500000 Penalty: 5051.972656
	Iteration 47Q: 3 clusters Score -3112004 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -3112031.250000 Penalty: 5051.972656
	Iteration 48Q: 3 clusters Score -3112031 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -3112063.750000 Penalty: 5051.972656
	Iteration 49Q: 3 clusters Score -3112064 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -3112068.250000 Penalty: 5051.972656
	Iteration 50Q: 3 clusters Score -3112068 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3112097.750000 Penalty: 5051.972656
	Iteration 51Q: 3 clusters Score -3112098 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -3112136.000000 Penalty: 5051.972656
	Iteration 52Q: 3 clusters Score -3112136 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -3112156.250000 Penalty: 5051.972656
	Iteration 53Q: 3 clusters Score -3112156 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -3112181.750000 Penalty: 5051.972656
	Iteration 54Q: 3 clusters Score -3112182 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -3112234.750000 Penalty: 5051.972656
	Iteration 55Q: 3 clusters Score -3112235 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -3112259.750000 Penalty: 5051.972656
	Iteration 56Q: 3 clusters Score -3112260 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -3112280.250000 Penalty: 5051.972656
	Iteration 57Q: 3 clusters Score -3112280 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -3112309.000000 Penalty: 5051.972656
	Iteration 58Q: 3 clusters Score -3112309 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -3112327.250000 Penalty: 5051.972656
	Iteration 59Q: 3 clusters Score -3112327 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -3112368.500000 Penalty: 5051.972656
	Iteration 60F: 3 clusters Score -3112368 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -3112381.250000 Penalty: 5051.972656
	Iteration 61Q: 3 clusters Score -3112381 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -3112394.500000 Penalty: 5051.972656
	Iteration 62Q: 3 clusters Score -3112394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -3112404.000000 Penalty: 5051.972656
	Iteration 63Q: 3 clusters Score -3112404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -3112412.750000 Penalty: 5051.972656
	Iteration 64Q: 3 clusters Score -3112413 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -3112418.000000 Penalty: 5051.972656
	Iteration 65Q: 3 clusters Score -3112418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -3112433.500000 Penalty: 5051.972656
	Iteration 66Q: 3 clusters Score -3112434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -3112449.500000 Penalty: 5051.972656
	Iteration 67Q: 3 clusters Score -3112450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -3112460.750000 Penalty: 5051.972656
	Iteration 68Q: 3 clusters Score -3112461 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -3112463.500000 Penalty: 5051.972656
	Iteration 69Q: 3 clusters Score -3112464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -3112473.250000 Penalty: 5051.972656
	Iteration 70Q: 3 clusters Score -3112473 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -3112491.250000 Penalty: 5051.972656
	Iteration 71Q: 3 clusters Score -3112491 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -3112505.750000 Penalty: 5051.972656
	Iteration 72Q: 3 clusters Score -3112506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -3112504.000000 Penalty: 5051.972656
	Iteration 73Q: 3 clusters Score -3112504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -3112509.500000 Penalty: 5051.972656
	Iteration 74Q: 3 clusters Score -3112510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -3112516.000000 Penalty: 5051.972656
	Iteration 75Q: 3 clusters Score -3112516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -3112521.000000 Penalty: 5051.972656
	Iteration 76Q: 3 clusters Score -3112521 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -3112551.250000 Penalty: 5051.972656
	Iteration 77Q: 3 clusters Score -3112551 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -3112560.000000 Penalty: 5051.972656
	Iteration 78Q: 3 clusters Score -3112560 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -3112573.000000 Penalty: 5051.972656
	Iteration 79Q: 3 clusters Score -3112573 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3112598.250000 Penalty: 5051.972656
	Iteration 80F: 3 clusters Score -3112598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -3112615.750000 Penalty: 5051.972656
	Iteration 81Q: 3 clusters Score -3112616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -3112625.000000 Penalty: 5051.972656
	Iteration 82Q: 3 clusters Score -3112625 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -3112641.250000 Penalty: 5051.972656
	Iteration 83Q: 3 clusters Score -3112641 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -3112651.250000 Penalty: 5051.972656
	Iteration 84Q: 3 clusters Score -3112651 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -3112674.500000 Penalty: 5051.972656
	Iteration 85Q: 3 clusters Score -3112674 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -3112691.000000 Penalty: 5051.972656
	Iteration 86Q: 3 clusters Score -3112691 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -3112710.750000 Penalty: 5051.972656
	Iteration 87Q: 3 clusters Score -3112711 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -3112727.000000 Penalty: 5051.972656
	Iteration 88Q: 3 clusters Score -3112727 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -3112751.500000 Penalty: 5051.972656
	Iteration 89Q: 3 clusters Score -3112752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -3112772.500000 Penalty: 5051.972656
	Iteration 90Q: 3 clusters Score -3112772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -3112786.750000 Penalty: 5051.972656
	Iteration 91Q: 3 clusters Score -3112787 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -3112799.500000 Penalty: 5051.972656
	Iteration 92Q: 3 clusters Score -3112800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -3112813.500000 Penalty: 5051.972656
	Iteration 93Q: 3 clusters Score -3112814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -3112826.250000 Penalty: 5051.972656
	Iteration 94Q: 3 clusters Score -3112826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -3112840.000000 Penalty: 5051.972656
	Iteration 95Q: 3 clusters Score -3112840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -3112839.500000 Penalty: 5051.972656
	Iteration 96Q: 3 clusters Score -3112840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -3112841.000000 Penalty: 5051.972656
	Iteration 97Q: 3 clusters Score -3112841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -3112849.000000 Penalty: 5051.972656
	Iteration 98Q: 3 clusters Score -3112849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -3112850.250000 Penalty: 5051.972656
	Iteration 99Q: 3 clusters Score -3112850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -3112848.250000 Penalty: 5051.972656
	Iteration 100F: 3 clusters Score -3112848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -3112849.000000 Penalty: 5051.972656
	Iteration 101Q: 3 clusters Score -3112849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -3112852.500000 Penalty: 5051.972656
	Iteration 102Q: 3 clusters Score -3112852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -3112853.750000 Penalty: 5051.972656
	Iteration 103Q: 3 clusters Score -3112854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -3112853.750000 Penalty: 5051.972656
	Iteration 104F: 3 clusters Score -3112854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (255162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255162 members 
Entering Unmasked Estep 
Score: -30682848.000000 Penalty: 3087.514160
	Iteration 0F: 2 clusters Score -3.068285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127272 members 
Mstep: Class 2 contains 127890 members 
Entering Unmasked Estep 
Score: -30514104.000000 Penalty: 6175.028320
	Iteration 0F: 3 clusters Score -3.05141e+07 nChanged 123246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119574 members 
Mstep: Class 2 contains 135588 members 
Entering Unmasked Estep 
Score: -30589922.000000 Penalty: 6175.028320
	Iteration 1F: 3 clusters Score -3.058992e+07 nChanged 10955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114593 members 
Mstep: Class 2 contains 140569 members 
Entering Unmasked Estep 
Score: -30594380.000000 Penalty: 6175.028320
	Iteration 2Q: 3 clusters Score -3.059438e+07 nChanged 13905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107108 members 
Mstep: Class 2 contains 148054 members 
Entering Unmasked Estep 
Score: -30601394.000000 Penalty: 6175.028320
	Iteration 3F: 3 clusters Score -3.060139e+07 nChanged 16838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96870 members 
Mstep: Class 2 contains 158292 members 
Entering Unmasked Estep 
Score: -30611698.000000 Penalty: 6175.028320
	Iteration 4F: 3 clusters Score -3.06117e+07 nChanged 18194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84934 members 
Mstep: Class 2 contains 170228 members 
Entering Unmasked Estep 
Score: -30622732.000000 Penalty: 6175.028320
	Iteration 5F: 3 clusters Score -3.062273e+07 nChanged 17411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72415 members 
Mstep: Class 2 contains 182747 members 
Entering Unmasked Estep 
Score: -30632458.000000 Penalty: 6175.028320
	Iteration 6F: 3 clusters Score -3.063246e+07 nChanged 14992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60495 members 
Mstep: Class 2 contains 194667 members 
Entering Unmasked Estep 
Score: -30640222.000000 Penalty: 6175.028320
	Iteration 7F: 3 clusters Score -3.064022e+07 nChanged 12643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 205878 members 
Entering Unmasked Estep 
Score: -30646868.000000 Penalty: 6175.028320
	Iteration 8Q: 3 clusters Score -3.064687e+07 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 216202 members 
Entering Unmasked Estep 
Score: -30653664.000000 Penalty: 6175.028320
	Iteration 9Q: 3 clusters Score -3.065366e+07 nChanged 9575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 225661 members 
Entering Unmasked Estep 
Score: -30660434.000000 Penalty: 6175.028320
	Iteration 10Q: 3 clusters Score -3.066043e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 233592 members 
Entering Unmasked Estep 
Score: -30666462.000000 Penalty: 6175.028320
	Iteration 11Q: 3 clusters Score -3.066646e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 239458 members 
Entering Unmasked Estep 
Score: -30670834.000000 Penalty: 6175.028320
	Iteration 12Q: 3 clusters Score -3.067083e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 243527 members 
Entering Unmasked Estep 
Score: -30673828.000000 Penalty: 6175.028320
	Iteration 13Q: 3 clusters Score -3.067383e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 246168 members 
Entering Unmasked Estep 
Score: -30676174.000000 Penalty: 6175.028320
	Iteration 14Q: 3 clusters Score -3.067617e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 247861 members 
Entering Unmasked Estep 
Score: -30677360.000000 Penalty: 6175.028320
	Iteration 15Q: 3 clusters Score -3.067736e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 249007 members 
Entering Unmasked Estep 
Score: -30678262.000000 Penalty: 6175.028320
	Iteration 16Q: 3 clusters Score -3.067826e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 249776 members 
Entering Unmasked Estep 
Score: -30678808.000000 Penalty: 6175.028320
	Iteration 17Q: 3 clusters Score -3.067881e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 250367 members 
Entering Unmasked Estep 
Score: -30679026.000000 Penalty: 6175.028320
	Iteration 18Q: 3 clusters Score -3.067903e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 250847 members 
Entering Unmasked Estep 
Score: -30679354.000000 Penalty: 6175.028320
	Iteration 19Q: 3 clusters Score -3.067935e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 251221 members 
Entering Unmasked Estep 
Score: -30679620.000000 Penalty: 6175.028320
	Iteration 20F: 3 clusters Score -3.067962e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 251505 members 
Entering Unmasked Estep 
Score: -30679794.000000 Penalty: 6175.028320
	Iteration 21Q: 3 clusters Score -3.067979e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 251719 members 
Entering Unmasked Estep 
Score: -30679988.000000 Penalty: 6175.028320
	Iteration 22Q: 3 clusters Score -3.067999e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 251928 members 
Entering Unmasked Estep 
Score: -30680198.000000 Penalty: 6175.028320
	Iteration 23Q: 3 clusters Score -3.06802e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 252073 members 
Entering Unmasked Estep 
Score: -30680352.000000 Penalty: 6175.028320
	Iteration 24Q: 3 clusters Score -3.068035e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 252211 members 
Entering Unmasked Estep 
Score: -30680460.000000 Penalty: 6175.028320
	Iteration 25Q: 3 clusters Score -3.068046e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 252326 members 
Entering Unmasked Estep 
Score: -30680544.000000 Penalty: 6175.028320
	Iteration 26Q: 3 clusters Score -3.068054e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 252404 members 
Entering Unmasked Estep 
Score: -30680582.000000 Penalty: 6175.028320
	Iteration 27Q: 3 clusters Score -3.068058e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 252465 members 
Entering Unmasked Estep 
Score: -30680620.000000 Penalty: 6175.028320
	Iteration 28Q: 3 clusters Score -3.068062e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 252493 members 
Entering Unmasked Estep 
Score: -30680688.000000 Penalty: 6175.028320
	Iteration 29Q: 3 clusters Score -3.068069e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 252513 members 
Entering Unmasked Estep 
Score: -30680728.000000 Penalty: 6175.028320
	Iteration 30Q: 3 clusters Score -3.068073e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 252536 members 
Entering Unmasked Estep 
Score: -30680732.000000 Penalty: 6175.028320
	Iteration 31Q: 3 clusters Score -3.068073e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 252536 members 
Entering Unmasked Estep 
Score: -30680776.000000 Penalty: 6175.028320
	Iteration 32Q: 3 clusters Score -3.068078e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 252524 members 
Entering Unmasked Estep 
Score: -30680784.000000 Penalty: 6175.028320
	Iteration 33Q: 3 clusters Score -3.068078e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 252500 members 
Entering Unmasked Estep 
Score: -30680792.000000 Penalty: 6175.028320
	Iteration 34Q: 3 clusters Score -3.068079e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 252488 members 
Entering Unmasked Estep 
Score: -30680816.000000 Penalty: 6175.028320
	Iteration 35Q: 3 clusters Score -3.068082e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 252465 members 
Entering Unmasked Estep 
Score: -30680816.000000 Penalty: 6175.028320
	Iteration 36Q: 3 clusters Score -3.068082e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 252454 members 
Entering Unmasked Estep 
Score: -30680830.000000 Penalty: 6175.028320
	Iteration 37Q: 3 clusters Score -3.068083e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 252450 members 
Entering Unmasked Estep 
Score: -30680836.000000 Penalty: 6175.028320
	Iteration 38Q: 3 clusters Score -3.068084e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 252442 members 
Entering Unmasked Estep 
Score: -30680826.000000 Penalty: 6175.028320
	Iteration 39Q: 3 clusters Score -3.068083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 252437 members 
Entering Unmasked Estep 
Score: -30680838.000000 Penalty: 6175.028320
	Iteration 40F: 3 clusters Score -3.068084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 252435 members 
Entering Unmasked Estep 
Score: -30680824.000000 Penalty: 6175.028320
	Iteration 41Q: 3 clusters Score -3.068082e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 252435 members 
Entering Unmasked Estep 
Score: -30680816.000000 Penalty: 6175.028320
	Iteration 42Q: 3 clusters Score -3.068082e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 252433 members 
Entering Unmasked Estep 
Score: -30680832.000000 Penalty: 6175.028320
	Iteration 43Q: 3 clusters Score -3.068083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 252433 members 
Entering Unmasked Estep 
Score: -30680850.000000 Penalty: 6175.028320
	Iteration 44Q: 3 clusters Score -3.068085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 252432 members 
Entering Unmasked Estep 
Score: -30680866.000000 Penalty: 6175.028320
	Iteration 45Q: 3 clusters Score -3.068087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 252429 members 
Entering Unmasked Estep 
Score: -30680862.000000 Penalty: 6175.028320
	Iteration 46Q: 3 clusters Score -3.068086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 252424 members 
Entering Unmasked Estep 
Score: -30680842.000000 Penalty: 6175.028320
	Iteration 47Q: 3 clusters Score -3.068084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 252420 members 
Entering Unmasked Estep 
Score: -30680840.000000 Penalty: 6175.028320
	Iteration 48Q: 3 clusters Score -3.068084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 252414 members 
Entering Unmasked Estep 
Score: -30680844.000000 Penalty: 6175.028320
	Iteration 49Q: 3 clusters Score -3.068084e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 252406 members 
Entering Unmasked Estep 
Score: -30680844.000000 Penalty: 6175.028320
	Iteration 50Q: 3 clusters Score -3.068084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 252400 members 
Entering Unmasked Estep 
Score: -30680832.000000 Penalty: 6175.028320
	Iteration 51Q: 3 clusters Score -3.068083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 252396 members 
Entering Unmasked Estep 
Score: -30680850.000000 Penalty: 6175.028320
	Iteration 52Q: 3 clusters Score -3.068085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 252395 members 
Entering Unmasked Estep 
Score: -30680858.000000 Penalty: 6175.028320
	Iteration 53Q: 3 clusters Score -3.068086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 252393 members 
Entering Unmasked Estep 
Score: -30680858.000000 Penalty: 6175.028320
	Iteration 54Q: 3 clusters Score -3.068086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 252389 members 
Entering Unmasked Estep 
Score: -30680858.000000 Penalty: 6175.028320
	Iteration 55Q: 3 clusters Score -3.068086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 252387 members 
Entering Unmasked Estep 
Score: -30680854.000000 Penalty: 6175.028320
	Iteration 56Q: 3 clusters Score -3.068085e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 252382 members 
Entering Unmasked Estep 
Score: -30680858.000000 Penalty: 6175.028320
	Iteration 57Q: 3 clusters Score -3.068086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 252377 members 
Entering Unmasked Estep 
Score: -30680856.000000 Penalty: 6175.028320
	Iteration 58Q: 3 clusters Score -3.068086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 252378 members 
Entering Unmasked Estep 
Score: -30680862.000000 Penalty: 6175.028320
	Iteration 59Q: 3 clusters Score -3.068086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 252377 members 
Entering Unmasked Estep 
Score: -30680866.000000 Penalty: 6175.028320
	Iteration 60F: 3 clusters Score -3.068087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 252376 members 
Entering Unmasked Estep 
Score: -30680852.000000 Penalty: 6175.028320
	Iteration 61Q: 3 clusters Score -3.068085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 252377 members 
Entering Unmasked Estep 
Score: -30680864.000000 Penalty: 6175.028320
	Iteration 62Q: 3 clusters Score -3.068086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 252376 members 
Entering Unmasked Estep 
Score: -30680862.000000 Penalty: 6175.028320
	Iteration 63Q: 3 clusters Score -3.068086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 252375 members 
Entering Unmasked Estep 
Score: -30680874.000000 Penalty: 6175.028320
	Iteration 64Q: 3 clusters Score -3.068087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 252375 members 
Entering Unmasked Estep 
Score: -30680874.000000 Penalty: 6175.028320
	Iteration 65F: 3 clusters Score -3.068087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 133469 members 
Mstep: Class 2 contains 63570 members 
Mstep: Class 3 contains 19197 members 
Mstep: Class 5 contains 18347 members 
Mstep: Class 6 contains 8044 members 
Mstep: Class 8 contains 10047 members 
Mstep: Class 9 contains 16737 members 
Mstep: Class 10 contains 37946 members 
Mstep: Class 11 contains 7903 members 
Mstep: Class 12 contains 189792 members 
Mstep: Class 13 contains 6969 members 
Mstep: Class 14 contains 107675 members 
Mstep: Class 15 contains 25267 members 
Mstep: Class 16 contains 26408 members 
Mstep: Class 17 contains 1878 members 
Mstep: Class 18 contains 35869 members 
Mstep: Class 19 contains 23563 members 
Mstep: Class 20 contains 7414 members 
Mstep: Class 21 contains 214071 members 
Mstep: Class 22 contains 57256 members 
Mstep: Class 23 contains 26514 members 
Mstep: Class 24 contains 255162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158383488.000000 Penalty: 83939.164062
Iteration 39Q: 25 clusters Score -1.583835e+08 nChanged 13819
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 136318 members 
Mstep: Class 2 contains 63447 members 
Mstep: Class 3 contains 19152 members 
Mstep: Class 4 contains 35324 members 
Mstep: Class 5 contains 16579 members 
Mstep: Class 6 contains 8061 members 
Mstep: Class 7 contains 1203 members 
Mstep: Class 8 contains 10020 members 
Mstep: Class 9 contains 16826 members 
Mstep: Class 10 contains 37940 members 
Mstep: Class 11 contains 7892 members 
Mstep: Class 12 contains 187292 members 
Mstep: Class 13 contains 6961 members 
Mstep: Class 14 contains 107469 members 
Mstep: Class 15 contains 25364 members 
Mstep: Class 16 contains 26549 members 
Mstep: Class 17 contains 1883 members 
Mstep: Class 18 contains 36682 members 
Mstep: Class 19 contains 23484 members 
Mstep: Class 20 contains 7531 members 
Mstep: Class 21 contains 218470 members 
Mstep: Class 22 contains 57077 members 
Mstep: Class 23 contains 26328 members 
Mstep: Class 24 contains 254744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158391728.000000 Penalty: 83939.164062
Iteration 40F: 25 clusters Score -1.583917e+08 nChanged 12392
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 139170 members 
Mstep: Class 2 contains 63320 members 
Mstep: Class 3 contains 19039 members 
Mstep: Class 4 contains 34301 members 
Mstep: Class 5 contains 15142 members 
Mstep: Class 6 contains 8086 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 9997 members 
Mstep: Class 9 contains 16884 members 
Mstep: Class 10 contains 37914 members 
Mstep: Class 11 contains 7756 members 
Mstep: Class 12 contains 184809 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 107240 members 
Mstep: Class 15 contains 25452 members 
Mstep: Class 16 contains 26455 members 
Mstep: Class 17 contains 1910 members 
Mstep: Class 18 contains 37461 members 
Mstep: Class 19 contains 23400 members 
Mstep: Class 20 contains 7653 members 
Mstep: Class 21 contains 221336 members 
Mstep: Class 22 contains 56910 members 
Mstep: Class 23 contains 26041 members 
Mstep: Class 24 contains 254239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158396560.000000 Penalty: 83939.164062
Iteration 41Q: 25 clusters Score -1.583966e+08 nChanged 10438
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 141987 members 
Mstep: Class 2 contains 63181 members 
Mstep: Class 3 contains 18932 members 
Mstep: Class 4 contains 33449 members 
Mstep: Class 5 contains 14076 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 1255 members 
Mstep: Class 8 contains 9980 members 
Mstep: Class 9 contains 16931 members 
Mstep: Class 10 contains 37884 members 
Mstep: Class 11 contains 7701 members 
Mstep: Class 12 contains 182340 members 
Mstep: Class 13 contains 6819 members 
Mstep: Class 14 contains 107051 members 
Mstep: Class 15 contains 25523 members 
Mstep: Class 16 contains 26381 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 38254 members 
Mstep: Class 19 contains 23312 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 223554 members 
Mstep: Class 22 contains 56773 members 
Mstep: Class 23 contains 25805 members 
Mstep: Class 24 contains 253669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158399984.000000 Penalty: 83939.164062
Iteration 42Q: 25 clusters Score -1.584e+08 nChanged 9086
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 144704 members 
Mstep: Class 2 contains 63044 members 
Mstep: Class 3 contains 18825 members 
Mstep: Class 4 contains 32774 members 
Mstep: Class 5 contains 13327 members 
Mstep: Class 6 contains 8114 members 
Mstep: Class 7 contains 1264 members 
Mstep: Class 8 contains 9961 members 
Mstep: Class 9 contains 16966 members 
Mstep: Class 10 contains 37867 members 
Mstep: Class 11 contains 7676 members 
Mstep: Class 12 contains 179962 members 
Mstep: Class 13 contains 6761 members 
Mstep: Class 14 contains 106870 members 
Mstep: Class 15 contains 25604 members 
Mstep: Class 16 contains 26269 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 39031 members 
Mstep: Class 19 contains 23239 members 
Mstep: Class 20 contains 7887 members 
Mstep: Class 21 contains 225243 members 
Mstep: Class 22 contains 56640 members 
Mstep: Class 23 contains 25592 members 
Mstep: Class 24 contains 253099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158402032.000000 Penalty: 83939.164062
Iteration 43Q: 25 clusters Score -1.58402e+08 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 147204 members 
Mstep: Class 2 contains 62937 members 
Mstep: Class 3 contains 18769 members 
Mstep: Class 4 contains 32274 members 
Mstep: Class 5 contains 12756 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 1271 members 
Mstep: Class 8 contains 9946 members 
Mstep: Class 9 contains 17013 members 
Mstep: Class 10 contains 37858 members 
Mstep: Class 11 contains 7669 members 
Mstep: Class 12 contains 177746 members 
Mstep: Class 13 contains 6689 members 
Mstep: Class 14 contains 106710 members 
Mstep: Class 15 contains 25701 members 
Mstep: Class 16 contains 26175 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 39801 members 
Mstep: Class 19 contains 23166 members 
Mstep: Class 20 contains 7984 members 
Mstep: Class 21 contains 226496 members 
Mstep: Class 22 contains 56498 members 
Mstep: Class 23 contains 25430 members 
Mstep: Class 24 contains 252503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158403904.000000 Penalty: 83939.164062
Iteration 44Q: 25 clusters Score -1.584039e+08 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 149564 members 
Mstep: Class 2 contains 62839 members 
Mstep: Class 3 contains 18707 members 
Mstep: Class 4 contains 31896 members 
Mstep: Class 5 contains 12341 members 
Mstep: Class 6 contains 8122 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 9939 members 
Mstep: Class 9 contains 17044 members 
Mstep: Class 10 contains 37855 members 
Mstep: Class 11 contains 7655 members 
Mstep: Class 12 contains 175568 members 
Mstep: Class 13 contains 6642 members 
Mstep: Class 14 contains 106568 members 
Mstep: Class 15 contains 25800 members 
Mstep: Class 16 contains 26121 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 40596 members 
Mstep: Class 19 contains 23113 members 
Mstep: Class 20 contains 8069 members 
Mstep: Class 21 contains 227400 members 
Mstep: Class 22 contains 56415 members 
Mstep: Class 23 contains 25301 members 
Mstep: Class 24 contains 251888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158405664.000000 Penalty: 83939.164062
Iteration 45Q: 25 clusters Score -1.584057e+08 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 151750 members 
Mstep: Class 2 contains 62739 members 
Mstep: Class 3 contains 18621 members 
Mstep: Class 4 contains 31665 members 
Mstep: Class 5 contains 12047 members 
Mstep: Class 6 contains 8132 members 
Mstep: Class 7 contains 1280 members 
Mstep: Class 8 contains 9921 members 
Mstep: Class 9 contains 17063 members 
Mstep: Class 10 contains 37845 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 173632 members 
Mstep: Class 13 contains 6597 members 
Mstep: Class 14 contains 106421 members 
Mstep: Class 15 contains 25882 members 
Mstep: Class 16 contains 26083 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 41432 members 
Mstep: Class 19 contains 23058 members 
Mstep: Class 20 contains 8129 members 
Mstep: Class 21 contains 227988 members 
Mstep: Class 22 contains 56327 members 
Mstep: Class 23 contains 25194 members 
Mstep: Class 24 contains 251233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158407264.000000 Penalty: 83939.164062
Iteration 46Q: 25 clusters Score -1.584073e+08 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 153894 members 
Mstep: Class 2 contains 62654 members 
Mstep: Class 3 contains 18590 members 
Mstep: Class 4 contains 31499 members 
Mstep: Class 5 contains 11862 members 
Mstep: Class 6 contains 8144 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 9908 members 
Mstep: Class 9 contains 17083 members 
Mstep: Class 10 contains 37819 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 171795 members 
Mstep: Class 13 contains 6573 members 
Mstep: Class 14 contains 106276 members 
Mstep: Class 15 contains 25953 members 
Mstep: Class 16 contains 26061 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 42337 members 
Mstep: Class 19 contains 22982 members 
Mstep: Class 20 contains 8169 members 
Mstep: Class 21 contains 228360 members 
Mstep: Class 22 contains 56249 members 
Mstep: Class 23 contains 25098 members 
Mstep: Class 24 contains 250431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158409072.000000 Penalty: 83939.164062
Iteration 47Q: 25 clusters Score -1.584091e+08 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 156046 members 
Mstep: Class 2 contains 62575 members 
Mstep: Class 3 contains 18533 members 
Mstep: Class 4 contains 31381 members 
Mstep: Class 5 contains 11734 members 
Mstep: Class 6 contains 8156 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 9909 members 
Mstep: Class 9 contains 17093 members 
Mstep: Class 10 contains 37804 members 
Mstep: Class 11 contains 7711 members 
Mstep: Class 12 contains 169969 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 106114 members 
Mstep: Class 15 contains 26008 members 
Mstep: Class 16 contains 26029 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 43250 members 
Mstep: Class 19 contains 22893 members 
Mstep: Class 20 contains 8222 members 
Mstep: Class 21 contains 228620 members 
Mstep: Class 22 contains 56172 members 
Mstep: Class 23 contains 25018 members 
Mstep: Class 24 contains 249619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158409616.000000 Penalty: 83939.164062
Iteration 48Q: 25 clusters Score -1.584096e+08 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 158096 members 
Mstep: Class 2 contains 62502 members 
Mstep: Class 3 contains 18521 members 
Mstep: Class 4 contains 31299 members 
Mstep: Class 5 contains 11637 members 
Mstep: Class 6 contains 8178 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 9899 members 
Mstep: Class 9 contains 17098 members 
Mstep: Class 10 contains 37798 members 
Mstep: Class 11 contains 7710 members 
Mstep: Class 12 contains 168171 members 
Mstep: Class 13 contains 6582 members 
Mstep: Class 14 contains 105961 members 
Mstep: Class 15 contains 26065 members 
Mstep: Class 16 contains 25996 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 44229 members 
Mstep: Class 19 contains 22821 members 
Mstep: Class 20 contains 8277 members 
Mstep: Class 21 contains 228826 members 
Mstep: Class 22 contains 56078 members 
Mstep: Class 23 contains 24972 members 
Mstep: Class 24 contains 248716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158410576.000000 Penalty: 83939.164062
Iteration 49Q: 25 clusters Score -1.584106e+08 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 159951 members 
Mstep: Class 2 contains 62450 members 
Mstep: Class 3 contains 18532 members 
Mstep: Class 4 contains 31254 members 
Mstep: Class 5 contains 11576 members 
Mstep: Class 6 contains 8192 members 
Mstep: Class 7 contains 1288 members 
Mstep: Class 8 contains 9889 members 
Mstep: Class 9 contains 17099 members 
Mstep: Class 10 contains 37790 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 166502 members 
Mstep: Class 13 contains 6596 members 
Mstep: Class 14 contains 105822 members 
Mstep: Class 15 contains 26104 members 
Mstep: Class 16 contains 25990 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 45299 members 
Mstep: Class 19 contains 22760 members 
Mstep: Class 20 contains 8322 members 
Mstep: Class 21 contains 228970 members 
Mstep: Class 22 contains 56028 members 
Mstep: Class 23 contains 24919 members 
Mstep: Class 24 contains 247687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158411568.000000 Penalty: 83939.164062
Iteration 50Q: 25 clusters Score -1.584116e+08 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 161639 members 
Mstep: Class 2 contains 62423 members 
Mstep: Class 3 contains 18555 members 
Mstep: Class 4 contains 31212 members 
Mstep: Class 5 contains 11519 members 
Mstep: Class 6 contains 8222 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9882 members 
Mstep: Class 9 contains 17094 members 
Mstep: Class 10 contains 37789 members 
Mstep: Class 11 contains 7701 members 
Mstep: Class 12 contains 164935 members 
Mstep: Class 13 contains 6596 members 
Mstep: Class 14 contains 105670 members 
Mstep: Class 15 contains 26143 members 
Mstep: Class 16 contains 26000 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 46492 members 
Mstep: Class 19 contains 22713 members 
Mstep: Class 20 contains 8375 members 
Mstep: Class 21 contains 229142 members 
Mstep: Class 22 contains 55964 members 
Mstep: Class 23 contains 24863 members 
Mstep: Class 24 contains 246501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158412560.000000 Penalty: 83939.164062
Iteration 51Q: 25 clusters Score -1.584126e+08 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 163181 members 
Mstep: Class 2 contains 62411 members 
Mstep: Class 3 contains 18593 members 
Mstep: Class 4 contains 31175 members 
Mstep: Class 5 contains 11480 members 
Mstep: Class 6 contains 8245 members 
Mstep: Class 7 contains 1290 members 
Mstep: Class 8 contains 9866 members 
Mstep: Class 9 contains 17097 members 
Mstep: Class 10 contains 37787 members 
Mstep: Class 11 contains 7717 members 
Mstep: Class 12 contains 163483 members 
Mstep: Class 13 contains 6636 members 
Mstep: Class 14 contains 105522 members 
Mstep: Class 15 contains 26177 members 
Mstep: Class 16 contains 25996 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 47779 members 
Mstep: Class 19 contains 22660 members 
Mstep: Class 20 contains 8439 members 
Mstep: Class 21 contains 229285 members 
Mstep: Class 22 contains 55889 members 
Mstep: Class 23 contains 24838 members 
Mstep: Class 24 contains 245173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158412896.000000 Penalty: 83939.164062
Iteration 52Q: 25 clusters Score -1.584129e+08 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 164567 members 
Mstep: Class 2 contains 62395 members 
Mstep: Class 3 contains 18615 members 
Mstep: Class 4 contains 31143 members 
Mstep: Class 5 contains 11456 members 
Mstep: Class 6 contains 8276 members 
Mstep: Class 7 contains 1292 members 
Mstep: Class 8 contains 9863 members 
Mstep: Class 9 contains 17125 members 
Mstep: Class 10 contains 37777 members 
Mstep: Class 11 contains 7724 members 
Mstep: Class 12 contains 162169 members 
Mstep: Class 13 contains 6707 members 
Mstep: Class 14 contains 105384 members 
Mstep: Class 15 contains 26241 members 
Mstep: Class 16 contains 26006 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 49206 members 
Mstep: Class 19 contains 22614 members 
Mstep: Class 20 contains 8482 members 
Mstep: Class 21 contains 229393 members 
Mstep: Class 22 contains 55826 members 
Mstep: Class 23 contains 24822 members 
Mstep: Class 24 contains 243636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158413840.000000 Penalty: 83939.164062
Iteration 53Q: 25 clusters Score -1.584138e+08 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 165768 members 
Mstep: Class 2 contains 62379 members 
Mstep: Class 3 contains 18633 members 
Mstep: Class 4 contains 31129 members 
Mstep: Class 5 contains 11442 members 
Mstep: Class 6 contains 8297 members 
Mstep: Class 7 contains 1292 members 
Mstep: Class 8 contains 9855 members 
Mstep: Class 9 contains 17173 members 
Mstep: Class 10 contains 37771 members 
Mstep: Class 11 contains 7734 members 
Mstep: Class 12 contains 161028 members 
Mstep: Class 13 contains 6799 members 
Mstep: Class 14 contains 105234 members 
Mstep: Class 15 contains 26279 members 
Mstep: Class 16 contains 26028 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 50813 members 
Mstep: Class 19 contains 22565 members 
Mstep: Class 20 contains 8515 members 
Mstep: Class 21 contains 229464 members 
Mstep: Class 22 contains 55763 members 
Mstep: Class 23 contains 24828 members 
Mstep: Class 24 contains 241930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158414912.000000 Penalty: 83939.164062
Iteration 54Q: 25 clusters Score -1.584149e+08 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 166872 members 
Mstep: Class 2 contains 62351 members 
Mstep: Class 3 contains 18630 members 
Mstep: Class 4 contains 31123 members 
Mstep: Class 5 contains 11429 members 
Mstep: Class 6 contains 8330 members 
Mstep: Class 7 contains 1292 members 
Mstep: Class 8 contains 9852 members 
Mstep: Class 9 contains 17200 members 
Mstep: Class 10 contains 37759 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 159999 members 
Mstep: Class 13 contains 6876 members 
Mstep: Class 14 contains 105085 members 
Mstep: Class 15 contains 26316 members 
Mstep: Class 16 contains 26051 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 52618 members 
Mstep: Class 19 contains 22537 members 
Mstep: Class 20 contains 8549 members 
Mstep: Class 21 contains 229537 members 
Mstep: Class 22 contains 55700 members 
Mstep: Class 23 contains 24869 members 
Mstep: Class 24 contains 240007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415456.000000 Penalty: 83939.164062
Iteration 55Q: 25 clusters Score -1.584155e+08 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 167771 members 
Mstep: Class 2 contains 62363 members 
Mstep: Class 3 contains 18632 members 
Mstep: Class 4 contains 31115 members 
Mstep: Class 5 contains 11410 members 
Mstep: Class 6 contains 8358 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 9844 members 
Mstep: Class 9 contains 17251 members 
Mstep: Class 10 contains 37748 members 
Mstep: Class 11 contains 7740 members 
Mstep: Class 12 contains 159143 members 
Mstep: Class 13 contains 6978 members 
Mstep: Class 14 contains 104952 members 
Mstep: Class 15 contains 26350 members 
Mstep: Class 16 contains 26101 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 54692 members 
Mstep: Class 19 contains 22502 members 
Mstep: Class 20 contains 8574 members 
Mstep: Class 21 contains 229651 members 
Mstep: Class 22 contains 55645 members 
Mstep: Class 23 contains 24934 members 
Mstep: Class 24 contains 237672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158415824.000000 Penalty: 83939.164062
Iteration 56Q: 25 clusters Score -1.584158e+08 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 168575 members 
Mstep: Class 2 contains 62361 members 
Mstep: Class 3 contains 18646 members 
Mstep: Class 4 contains 31106 members 
Mstep: Class 5 contains 11398 members 
Mstep: Class 6 contains 8387 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 17312 members 
Mstep: Class 10 contains 37738 members 
Mstep: Class 11 contains 7741 members 
Mstep: Class 12 contains 158371 members 
Mstep: Class 13 contains 7100 members 
Mstep: Class 14 contains 104806 members 
Mstep: Class 15 contains 26396 members 
Mstep: Class 16 contains 26176 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 57045 members 
Mstep: Class 19 contains 22483 members 
Mstep: Class 20 contains 8584 members 
Mstep: Class 21 contains 229767 members 
Mstep: Class 22 contains 55580 members 
Mstep: Class 23 contains 24998 members 
Mstep: Class 24 contains 235004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158416560.000000 Penalty: 83939.164062
Iteration 57Q: 25 clusters Score -1.584166e+08 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 169238 members 
Mstep: Class 2 contains 62376 members 
Mstep: Class 3 contains 18667 members 
Mstep: Class 4 contains 31098 members 
Mstep: Class 5 contains 11380 members 
Mstep: Class 6 contains 8421 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 8 contains 9846 members 
Mstep: Class 9 contains 17363 members 
Mstep: Class 10 contains 37720 members 
Mstep: Class 11 contains 7751 members 
Mstep: Class 12 contains 157733 members 
Mstep: Class 13 contains 7254 members 
Mstep: Class 14 contains 104628 members 
Mstep: Class 15 contains 26435 members 
Mstep: Class 16 contains 26261 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 59617 members 
Mstep: Class 19 contains 22462 members 
Mstep: Class 20 contains 8616 members 
Mstep: Class 21 contains 229850 members 
Mstep: Class 22 contains 55533 members 
Mstep: Class 23 contains 25112 members 
Mstep: Class 24 contains 232064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158418112.000000 Penalty: 83939.164062
Iteration 58Q: 25 clusters Score -1.584181e+08 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 169818 members 
Mstep: Class 2 contains 62397 members 
Mstep: Class 3 contains 18704 members 
Mstep: Class 4 contains 31098 members 
Mstep: Class 5 contains 11368 members 
Mstep: Class 6 contains 8459 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 8 contains 9843 members 
Mstep: Class 9 contains 17426 members 
Mstep: Class 10 contains 37705 members 
Mstep: Class 11 contains 7764 members 
Mstep: Class 12 contains 157176 members 
Mstep: Class 13 contains 7439 members 
Mstep: Class 14 contains 104448 members 
Mstep: Class 15 contains 26457 members 
Mstep: Class 16 contains 26364 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 62449 members 
Mstep: Class 19 contains 22439 members 
Mstep: Class 20 contains 8655 members 
Mstep: Class 21 contains 229946 members 
Mstep: Class 22 contains 55492 members 
Mstep: Class 23 contains 25214 members 
Mstep: Class 24 contains 228764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158419104.000000 Penalty: 83939.164062
Iteration 59Q: 25 clusters Score -1.584191e+08 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 170322 members 
Mstep: Class 2 contains 62412 members 
Mstep: Class 3 contains 18743 members 
Mstep: Class 4 contains 31088 members 
Mstep: Class 5 contains 11361 members 
Mstep: Class 6 contains 8499 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 9843 members 
Mstep: Class 9 contains 17510 members 
Mstep: Class 10 contains 37682 members 
Mstep: Class 11 contains 7767 members 
Mstep: Class 12 contains 156725 members 
Mstep: Class 13 contains 7650 members 
Mstep: Class 14 contains 104286 members 
Mstep: Class 15 contains 26494 members 
Mstep: Class 16 contains 26491 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 65509 members 
Mstep: Class 19 contains 22418 members 
Mstep: Class 20 contains 8694 members 
Mstep: Class 21 contains 229989 members 
Mstep: Class 22 contains 55458 members 
Mstep: Class 23 contains 25345 members 
Mstep: Class 24 contains 225138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158421328.000000 Penalty: 83939.164062
Iteration 60F: 25 clusters Score -1.584213e+08 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 170710 members 
Mstep: Class 2 contains 62435 members 
Mstep: Class 3 contains 18775 members 
Mstep: Class 4 contains 31074 members 
Mstep: Class 5 contains 11359 members 
Mstep: Class 6 contains 8534 members 
Mstep: Class 7 contains 1296 members 
Mstep: Class 8 contains 9840 members 
Mstep: Class 9 contains 17634 members 
Mstep: Class 10 contains 37663 members 
Mstep: Class 11 contains 7779 members 
Mstep: Class 12 contains 156392 members 
Mstep: Class 13 contains 7866 members 
Mstep: Class 14 contains 104091 members 
Mstep: Class 15 contains 26515 members 
Mstep: Class 16 contains 26608 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 68789 members 
Mstep: Class 19 contains 22393 members 
Mstep: Class 20 contains 8726 members 
Mstep: Class 21 contains 230033 members 
Mstep: Class 22 contains 55431 members 
Mstep: Class 23 contains 25534 members 
Mstep: Class 24 contains 221242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158423984.000000 Penalty: 83939.164062
Iteration 61Q: 25 clusters Score -1.58424e+08 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 171007 members 
Mstep: Class 2 contains 62444 members 
Mstep: Class 3 contains 18796 members 
Mstep: Class 4 contains 31068 members 
Mstep: Class 5 contains 11357 members 
Mstep: Class 6 contains 8548 members 
Mstep: Class 7 contains 1298 members 
Mstep: Class 8 contains 9838 members 
Mstep: Class 9 contains 17779 members 
Mstep: Class 10 contains 37645 members 
Mstep: Class 11 contains 7789 members 
Mstep: Class 12 contains 156157 members 
Mstep: Class 13 contains 8087 members 
Mstep: Class 14 contains 103925 members 
Mstep: Class 15 contains 26520 members 
Mstep: Class 16 contains 26725 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 72248 members 
Mstep: Class 19 contains 22355 members 
Mstep: Class 20 contains 8747 members 
Mstep: Class 21 contains 230092 members 
Mstep: Class 22 contains 55417 members 
Mstep: Class 23 contains 25722 members 
Mstep: Class 24 contains 217155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158426208.000000 Penalty: 83939.164062
Iteration 62Q: 25 clusters Score -1.584262e+08 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 171221 members 
Mstep: Class 2 contains 62446 members 
Mstep: Class 3 contains 18851 members 
Mstep: Class 4 contains 31064 members 
Mstep: Class 5 contains 11359 members 
Mstep: Class 6 contains 8595 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 9832 members 
Mstep: Class 9 contains 17900 members 
Mstep: Class 10 contains 37626 members 
Mstep: Class 11 contains 7797 members 
Mstep: Class 12 contains 155982 members 
Mstep: Class 13 contains 8318 members 
Mstep: Class 14 contains 103762 members 
Mstep: Class 15 contains 26528 members 
Mstep: Class 16 contains 26842 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 75999 members 
Mstep: Class 19 contains 22328 members 
Mstep: Class 20 contains 8753 members 
Mstep: Class 21 contains 230132 members 
Mstep: Class 22 contains 55390 members 
Mstep: Class 23 contains 25899 members 
Mstep: Class 24 contains 212796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158427696.000000 Penalty: 83939.164062
Iteration 63Q: 25 clusters Score -1.584277e+08 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 171436 members 
Mstep: Class 2 contains 62450 members 
Mstep: Class 3 contains 18885 members 
Mstep: Class 4 contains 31063 members 
Mstep: Class 5 contains 11361 members 
Mstep: Class 6 contains 8652 members 
Mstep: Class 7 contains 1300 members 
Mstep: Class 8 contains 9827 members 
Mstep: Class 9 contains 18039 members 
Mstep: Class 10 contains 37621 members 
Mstep: Class 11 contains 7808 members 
Mstep: Class 12 contains 155878 members 
Mstep: Class 13 contains 8534 members 
Mstep: Class 14 contains 103600 members 
Mstep: Class 15 contains 26527 members 
Mstep: Class 16 contains 26987 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 79820 members 
Mstep: Class 19 contains 22291 members 
Mstep: Class 20 contains 8773 members 
Mstep: Class 21 contains 230182 members 
Mstep: Class 22 contains 55363 members 
Mstep: Class 23 contains 26082 members 
Mstep: Class 24 contains 208240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158428960.000000 Penalty: 83939.164062
Iteration 64Q: 25 clusters Score -1.58429e+08 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 171526 members 
Mstep: Class 2 contains 62467 members 
Mstep: Class 3 contains 18911 members 
Mstep: Class 4 contains 31058 members 
Mstep: Class 5 contains 11363 members 
Mstep: Class 6 contains 8724 members 
Mstep: Class 7 contains 1300 members 
Mstep: Class 8 contains 9820 members 
Mstep: Class 9 contains 18159 members 
Mstep: Class 10 contains 37610 members 
Mstep: Class 11 contains 7813 members 
Mstep: Class 12 contains 155818 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 103469 members 
Mstep: Class 15 contains 26502 members 
Mstep: Class 16 contains 27117 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 83664 members 
Mstep: Class 19 contains 22261 members 
Mstep: Class 20 contains 8793 members 
Mstep: Class 21 contains 230223 members 
Mstep: Class 22 contains 55362 members 
Mstep: Class 23 contains 26258 members 
Mstep: Class 24 contains 203777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158431376.000000 Penalty: 83939.164062
Iteration 65Q: 25 clusters Score -1.584314e+08 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 171522 members 
Mstep: Class 2 contains 62469 members 
Mstep: Class 3 contains 18945 members 
Mstep: Class 4 contains 31049 members 
Mstep: Class 5 contains 11362 members 
Mstep: Class 6 contains 8758 members 
Mstep: Class 7 contains 1300 members 
Mstep: Class 8 contains 9817 members 
Mstep: Class 9 contains 18265 members 
Mstep: Class 10 contains 37604 members 
Mstep: Class 11 contains 7822 members 
Mstep: Class 12 contains 155853 members 
Mstep: Class 13 contains 8890 members 
Mstep: Class 14 contains 103342 members 
Mstep: Class 15 contains 26471 members 
Mstep: Class 16 contains 27222 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 87494 members 
Mstep: Class 19 contains 22239 members 
Mstep: Class 20 contains 8812 members 
Mstep: Class 21 contains 230269 members 
Mstep: Class 22 contains 55356 members 
Mstep: Class 23 contains 26399 members 
Mstep: Class 24 contains 199459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158433680.000000 Penalty: 83939.164062
Iteration 66Q: 25 clusters Score -1.584337e+08 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 171473 members 
Mstep: Class 2 contains 62452 members 
Mstep: Class 3 contains 18960 members 
Mstep: Class 4 contains 31044 members 
Mstep: Class 5 contains 11362 members 
Mstep: Class 6 contains 8767 members 
Mstep: Class 7 contains 1300 members 
Mstep: Class 8 contains 9830 members 
Mstep: Class 9 contains 18361 members 
Mstep: Class 10 contains 37597 members 
Mstep: Class 11 contains 7840 members 
Mstep: Class 12 contains 155946 members 
Mstep: Class 13 contains 9004 members 
Mstep: Class 14 contains 103209 members 
Mstep: Class 15 contains 26452 members 
Mstep: Class 16 contains 27358 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 91169 members 
Mstep: Class 19 contains 22226 members 
Mstep: Class 20 contains 8837 members 
Mstep: Class 21 contains 230300 members 
Mstep: Class 22 contains 55327 members 
Mstep: Class 23 contains 26472 members 
Mstep: Class 24 contains 195432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158434864.000000 Penalty: 83939.164062
Iteration 67Q: 25 clusters Score -1.584349e+08 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 171437 members 
Mstep: Class 2 contains 62448 members 
Mstep: Class 3 contains 18997 members 
Mstep: Class 4 contains 31043 members 
Mstep: Class 5 contains 11355 members 
Mstep: Class 6 contains 8784 members 
Mstep: Class 7 contains 1300 members 
Mstep: Class 8 contains 9829 members 
Mstep: Class 9 contains 18457 members 
Mstep: Class 10 contains 37586 members 
Mstep: Class 11 contains 7859 members 
Mstep: Class 12 contains 156052 members 
Mstep: Class 13 contains 9070 members 
Mstep: Class 14 contains 103130 members 
Mstep: Class 15 contains 26432 members 
Mstep: Class 16 contains 27498 members 
Mstep: Class 17 contains 1922 members 
Mstep: Class 18 contains 94699 members 
Mstep: Class 19 contains 22212 members 
Mstep: Class 20 contains 8845 members 
Mstep: Class 21 contains 230354 members 
Mstep: Class 22 contains 55314 members 
Mstep: Class 23 contains 26529 members 
Mstep: Class 24 contains 191487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158437056.000000 Penalty: 83939.164062
Iteration 68Q: 25 clusters Score -1.584371e+08 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 171349 members 
Mstep: Class 2 contains 62462 members 
Mstep: Class 3 contains 19019 members 
Mstep: Class 4 contains 31037 members 
Mstep: Class 5 contains 11353 members 
Mstep: Class 6 contains 8805 members 
Mstep: Class 7 contains 1300 members 
Mstep: Class 8 contains 9833 members 
Mstep: Class 9 contains 18555 members 
Mstep: Class 10 contains 37575 members 
Mstep: Class 11 contains 7881 members 
Mstep: Class 12 contains 156172 members 
Mstep: Class 13 contains 9093 members 
Mstep: Class 14 contains 103033 members 
Mstep: Class 15 contains 26419 members 
Mstep: Class 16 contains 27634 members 
Mstep: Class 17 contains 1922 members 
Mstep: Class 18 contains 98061 members 
Mstep: Class 19 contains 22193 members 
Mstep: Class 20 contains 8848 members 
Mstep: Class 21 contains 230404 members 
Mstep: Class 22 contains 55326 members 
Mstep: Class 23 contains 26612 members 
Mstep: Class 24 contains 187753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158440016.000000 Penalty: 83939.164062
Iteration 69Q: 25 clusters Score -1.5844e+08 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 171254 members 
Mstep: Class 2 contains 62468 members 
Mstep: Class 3 contains 19023 members 
Mstep: Class 4 contains 31025 members 
Mstep: Class 5 contains 11348 members 
Mstep: Class 6 contains 8811 members 
Mstep: Class 7 contains 1300 members 
Mstep: Class 8 contains 9834 members 
Mstep: Class 9 contains 18637 members 
Mstep: Class 10 contains 37571 members 
Mstep: Class 11 contains 7903 members 
Mstep: Class 12 contains 156339 members 
Mstep: Class 13 contains 9105 members 
Mstep: Class 14 contains 102942 members 
Mstep: Class 15 contains 26404 members 
Mstep: Class 16 contains 27778 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 101122 members 
Mstep: Class 19 contains 22170 members 
Mstep: Class 20 contains 8852 members 
Mstep: Class 21 contains 230509 members 
Mstep: Class 22 contains 55346 members 
Mstep: Class 23 contains 26637 members 
Mstep: Class 24 contains 184338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158441584.000000 Penalty: 83939.164062
Iteration 70Q: 25 clusters Score -1.584416e+08 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 171129 members 
Mstep: Class 2 contains 62465 members 
Mstep: Class 3 contains 19029 members 
Mstep: Class 4 contains 31011 members 
Mstep: Class 5 contains 11344 members 
Mstep: Class 6 contains 8797 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 9834 members 
Mstep: Class 9 contains 18733 members 
Mstep: Class 10 contains 37567 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 156558 members 
Mstep: Class 13 contains 9115 members 
Mstep: Class 14 contains 102872 members 
Mstep: Class 15 contains 26394 members 
Mstep: Class 16 contains 27890 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 103983 members 
Mstep: Class 19 contains 22152 members 
Mstep: Class 20 contains 8825 members 
Mstep: Class 21 contains 230623 members 
Mstep: Class 22 contains 55335 members 
Mstep: Class 23 contains 26635 members 
Mstep: Class 24 contains 181207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158443536.000000 Penalty: 83939.164062
Iteration 71Q: 25 clusters Score -1.584435e+08 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 170946 members 
Mstep: Class 2 contains 62459 members 
Mstep: Class 3 contains 19042 members 
Mstep: Class 4 contains 31015 members 
Mstep: Class 5 contains 11339 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 9830 members 
Mstep: Class 9 contains 18825 members 
Mstep: Class 10 contains 37563 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 156819 members 
Mstep: Class 13 contains 9125 members 
Mstep: Class 14 contains 102816 members 
Mstep: Class 15 contains 26389 members 
Mstep: Class 16 contains 27999 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 106581 members 
Mstep: Class 19 contains 22139 members 
Mstep: Class 20 contains 8819 members 
Mstep: Class 21 contains 230728 members 
Mstep: Class 22 contains 55353 members 
Mstep: Class 23 contains 26608 members 
Mstep: Class 24 contains 178324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158443968.000000 Penalty: 83939.164062
Iteration 72Q: 25 clusters Score -1.58444e+08 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 170682 members 
Mstep: Class 2 contains 62455 members 
Mstep: Class 3 contains 19048 members 
Mstep: Class 4 contains 31007 members 
Mstep: Class 5 contains 11333 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 1298 members 
Mstep: Class 8 contains 9831 members 
Mstep: Class 9 contains 18948 members 
Mstep: Class 10 contains 37565 members 
Mstep: Class 11 contains 7924 members 
Mstep: Class 12 contains 157149 members 
Mstep: Class 13 contains 9126 members 
Mstep: Class 14 contains 102761 members 
Mstep: Class 15 contains 26381 members 
Mstep: Class 16 contains 28134 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 109113 members 
Mstep: Class 19 contains 22120 members 
Mstep: Class 20 contains 8824 members 
Mstep: Class 21 contains 230818 members 
Mstep: Class 22 contains 55346 members 
Mstep: Class 23 contains 26502 members 
Mstep: Class 24 contains 175572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158445264.000000 Penalty: 83939.164062
Iteration 73Q: 25 clusters Score -1.584453e+08 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 170416 members 
Mstep: Class 2 contains 62430 members 
Mstep: Class 3 contains 19057 members 
Mstep: Class 4 contains 31000 members 
Mstep: Class 5 contains 11327 members 
Mstep: Class 6 contains 8765 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 9827 members 
Mstep: Class 9 contains 19059 members 
Mstep: Class 10 contains 37561 members 
Mstep: Class 11 contains 7944 members 
Mstep: Class 12 contains 157489 members 
Mstep: Class 13 contains 9130 members 
Mstep: Class 14 contains 102705 members 
Mstep: Class 15 contains 26355 members 
Mstep: Class 16 contains 28258 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 111405 members 
Mstep: Class 19 contains 22100 members 
Mstep: Class 20 contains 8828 members 
Mstep: Class 21 contains 230912 members 
Mstep: Class 22 contains 55368 members 
Mstep: Class 23 contains 26392 members 
Mstep: Class 24 contains 173091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158446704.000000 Penalty: 83939.164062
Iteration 74Q: 25 clusters Score -1.584467e+08 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 170133 members 
Mstep: Class 2 contains 62424 members 
Mstep: Class 3 contains 19064 members 
Mstep: Class 4 contains 30998 members 
Mstep: Class 5 contains 11317 members 
Mstep: Class 6 contains 8750 members 
Mstep: Class 7 contains 1296 members 
Mstep: Class 8 contains 9823 members 
Mstep: Class 9 contains 19188 members 
Mstep: Class 10 contains 37551 members 
Mstep: Class 11 contains 7949 members 
Mstep: Class 12 contains 157839 members 
Mstep: Class 13 contains 9129 members 
Mstep: Class 14 contains 102656 members 
Mstep: Class 15 contains 26335 members 
Mstep: Class 16 contains 28386 members 
Mstep: Class 17 contains 1922 members 
Mstep: Class 18 contains 113329 members 
Mstep: Class 19 contains 22074 members 
Mstep: Class 20 contains 8823 members 
Mstep: Class 21 contains 231010 members 
Mstep: Class 22 contains 55388 members 
Mstep: Class 23 contains 26300 members 
Mstep: Class 24 contains 170955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158447136.000000 Penalty: 83939.164062
Iteration 75Q: 25 clusters Score -1.584471e+08 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 169802 members 
Mstep: Class 2 contains 62406 members 
Mstep: Class 3 contains 19077 members 
Mstep: Class 4 contains 30993 members 
Mstep: Class 5 contains 11312 members 
Mstep: Class 6 contains 8749 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 9820 members 
Mstep: Class 9 contains 19276 members 
Mstep: Class 10 contains 37549 members 
Mstep: Class 11 contains 7959 members 
Mstep: Class 12 contains 158202 members 
Mstep: Class 13 contains 9138 members 
Mstep: Class 14 contains 102631 members 
Mstep: Class 15 contains 26317 members 
Mstep: Class 16 contains 28487 members 
Mstep: Class 17 contains 1922 members 
Mstep: Class 18 contains 114968 members 
Mstep: Class 19 contains 22044 members 
Mstep: Class 20 contains 8807 members 
Mstep: Class 21 contains 231104 members 
Mstep: Class 22 contains 55418 members 
Mstep: Class 23 contains 26194 members 
Mstep: Class 24 contains 169169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158447264.000000 Penalty: 83939.164062
Iteration 76Q: 25 clusters Score -1.584473e+08 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 169425 members 
Mstep: Class 2 contains 62369 members 
Mstep: Class 3 contains 19087 members 
Mstep: Class 4 contains 30990 members 
Mstep: Class 5 contains 11312 members 
Mstep: Class 6 contains 8752 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 9820 members 
Mstep: Class 9 contains 19351 members 
Mstep: Class 10 contains 37545 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 158633 members 
Mstep: Class 13 contains 9113 members 
Mstep: Class 14 contains 102585 members 
Mstep: Class 15 contains 26303 members 
Mstep: Class 16 contains 28586 members 
Mstep: Class 17 contains 1922 members 
Mstep: Class 18 contains 116429 members 
Mstep: Class 19 contains 22014 members 
Mstep: Class 20 contains 8806 members 
Mstep: Class 21 contains 231196 members 
Mstep: Class 22 contains 55444 members 
Mstep: Class 23 contains 26090 members 
Mstep: Class 24 contains 167604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158447152.000000 Penalty: 83939.164062
Iteration 77Q: 25 clusters Score -1.584472e+08 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 168965 members 
Mstep: Class 2 contains 62332 members 
Mstep: Class 3 contains 19109 members 
Mstep: Class 4 contains 30993 members 
Mstep: Class 5 contains 11313 members 
Mstep: Class 6 contains 8745 members 
Mstep: Class 7 contains 1296 members 
Mstep: Class 8 contains 9817 members 
Mstep: Class 9 contains 19425 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 159122 members 
Mstep: Class 13 contains 9074 members 
Mstep: Class 14 contains 102555 members 
Mstep: Class 15 contains 26300 members 
Mstep: Class 16 contains 28681 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 117685 members 
Mstep: Class 19 contains 21969 members 
Mstep: Class 20 contains 8811 members 
Mstep: Class 21 contains 231278 members 
Mstep: Class 22 contains 55491 members 
Mstep: Class 23 contains 25986 members 
Mstep: Class 24 contains 166258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158447824.000000 Penalty: 83939.164062
Iteration 78Q: 25 clusters Score -1.584478e+08 nChanged 3023
Entering ConstructFrom: 
Score: -158447824.000000 Penalty: 83939.164062
Entering ConstructFrom: 
Trying to split cluster 1 (168480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168480 members 
Entering Unmasked Estep 
Score: -20562716.000000 Penalty: 2984.573975
	Iteration 0F: 2 clusters Score -2.056272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84003 members 
Mstep: Class 2 contains 84477 members 
Entering Unmasked Estep 
Score: -20450448.000000 Penalty: 5969.147949
	Iteration 0F: 3 clusters Score -2.045045e+07 nChanged 80611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79888 members 
Mstep: Class 2 contains 88592 members 
Entering Unmasked Estep 
Score: -20498050.000000 Penalty: 5969.147949
	Iteration 1F: 3 clusters Score -2.049805e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77069 members 
Mstep: Class 2 contains 91411 members 
Entering Unmasked Estep 
Score: -20499558.000000 Penalty: 5969.147949
	Iteration 2Q: 3 clusters Score -2.049956e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72693 members 
Mstep: Class 2 contains 95787 members 
Entering Unmasked Estep 
Score: -20502028.000000 Penalty: 5969.147949
	Iteration 3Q: 3 clusters Score -2.050203e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66307 members 
Mstep: Class 2 contains 102173 members 
Entering Unmasked Estep 
Score: -20505776.000000 Penalty: 5969.147949
	Iteration 4Q: 3 clusters Score -2.050578e+07 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57400 members 
Mstep: Class 2 contains 111080 members 
Entering Unmasked Estep 
Score: -20511748.000000 Penalty: 5969.147949
	Iteration 5F: 3 clusters Score -2.051175e+07 nChanged 12006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 122382 members 
Entering Unmasked Estep 
Score: -20520244.000000 Penalty: 5969.147949
	Iteration 6F: 3 clusters Score -2.052024e+07 nChanged 13116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 135150 members 
Entering Unmasked Estep 
Score: -20531308.000000 Penalty: 5969.147949
	Iteration 7F: 3 clusters Score -2.053131e+07 nChanged 12252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 147248 members 
Entering Unmasked Estep 
Score: -20542418.000000 Penalty: 5969.147949
	Iteration 8F: 3 clusters Score -2.054242e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 156233 members 
Entering Unmasked Estep 
Score: -20550522.000000 Penalty: 5969.147949
	Iteration 9F: 3 clusters Score -2.055052e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 161589 members 
Entering Unmasked Estep 
Score: -20555236.000000 Penalty: 5969.147949
	Iteration 10Q: 3 clusters Score -2.055524e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 164455 members 
Entering Unmasked Estep 
Score: -20557608.000000 Penalty: 5969.147949
	Iteration 11Q: 3 clusters Score -2.055761e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 165879 members 
Entering Unmasked Estep 
Score: -20558868.000000 Penalty: 5969.147949
	Iteration 12Q: 3 clusters Score -2.055887e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 166600 members 
Entering Unmasked Estep 
Score: -20559494.000000 Penalty: 5969.147949
	Iteration 13Q: 3 clusters Score -2.055949e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 166978 members 
Entering Unmasked Estep 
Score: -20559792.000000 Penalty: 5969.147949
	Iteration 14Q: 3 clusters Score -2.055979e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 167177 members 
Entering Unmasked Estep 
Score: -20559950.000000 Penalty: 5969.147949
	Iteration 15Q: 3 clusters Score -2.055995e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 167310 members 
Entering Unmasked Estep 
Score: -20560056.000000 Penalty: 5969.147949
	Iteration 16Q: 3 clusters Score -2.056006e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 167404 members 
Entering Unmasked Estep 
Score: -20560114.000000 Penalty: 5969.147949
	Iteration 17Q: 3 clusters Score -2.056011e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 167461 members 
Entering Unmasked Estep 
Score: -20560146.000000 Penalty: 5969.147949
	Iteration 18Q: 3 clusters Score -2.056015e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 167504 members 
Entering Unmasked Estep 
Score: -20560148.000000 Penalty: 5969.147949
	Iteration 19Q: 3 clusters Score -2.056015e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 167527 members 
Entering Unmasked Estep 
Score: -20560164.000000 Penalty: 5969.147949
	Iteration 20F: 3 clusters Score -2.056016e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 167548 members 
Entering Unmasked Estep 
Score: -20560170.000000 Penalty: 5969.147949
	Iteration 21Q: 3 clusters Score -2.056017e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 167571 members 
Entering Unmasked Estep 
Score: -20560186.000000 Penalty: 5969.147949
	Iteration 22Q: 3 clusters Score -2.056019e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 167582 members 
Entering Unmasked Estep 
Score: -20560202.000000 Penalty: 5969.147949
	Iteration 23Q: 3 clusters Score -2.05602e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 167592 members 
Entering Unmasked Estep 
Score: -20560210.000000 Penalty: 5969.147949
	Iteration 24Q: 3 clusters Score -2.056021e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 167603 members 
Entering Unmasked Estep 
Score: -20560216.000000 Penalty: 5969.147949
	Iteration 25Q: 3 clusters Score -2.056022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 167610 members 
Entering Unmasked Estep 
Score: -20560206.000000 Penalty: 5969.147949
	Iteration 26Q: 3 clusters Score -2.056021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 167613 members 
Entering Unmasked Estep 
Score: -20560214.000000 Penalty: 5969.147949
	Iteration 27Q: 3 clusters Score -2.056021e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 167620 members 
Entering Unmasked Estep 
Score: -20560214.000000 Penalty: 5969.147949
	Iteration 28Q: 3 clusters Score -2.056021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 167625 members 
Entering Unmasked Estep 
Score: -20560228.000000 Penalty: 5969.147949
	Iteration 29Q: 3 clusters Score -2.056023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 167627 members 
Entering Unmasked Estep 
Score: -20560230.000000 Penalty: 5969.147949
	Iteration 30Q: 3 clusters Score -2.056023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 167628 members 
Entering Unmasked Estep 
Score: -20560224.000000 Penalty: 5969.147949
	Iteration 31Q: 3 clusters Score -2.056022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 167628 members 
Entering Unmasked Estep 
Score: -20560232.000000 Penalty: 5969.147949
	Iteration 32Q: 3 clusters Score -2.056023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 167628 members 
Entering Unmasked Estep 
Score: -20560232.000000 Penalty: 5969.147949
	Iteration 33F: 3 clusters Score -2.056023e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (62293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62293 members 
Entering Unmasked Estep 
Score: -7648147.500000 Penalty: 2737.821777
	Iteration 0F: 2 clusters Score -7648148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -7606241.500000 Penalty: 5475.643555
	Iteration 0F: 3 clusters Score -7606242 nChanged 28925
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -7622578.500000 Penalty: 5475.643555
	Iteration 1F: 3 clusters Score -7622578 nChanged 2479
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7623356 nChanged 2587
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7624212 nChanged 2793
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -7625364 nChanged 3043
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -7626824 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -7628541.000000 Penalty: 5475.643555
	Iteration 6F: 3 clusters Score -7628541 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -7630659.500000 Penalty: 5475.643555
	Iteration 7F: 3 clusters Score -7630660 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -7632975.000000 Penalty: 5475.643555
	Iteration 8F: 3 clusters Score -7632975 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -7634986.500000 Penalty: 5475.643555
	Iteration 9F: 3 clusters Score -7634986 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7636826 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -7638293.500000 Penalty: 5475.643555
	Iteration 11Q: 3 clusters Score -7638294 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -7639375.500000 Penalty: 5475.643555
	Iteration 12Q: 3 clusters Score -7639376 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -7640131.000000 Penalty: 5475.643555
	Iteration 13Q: 3 clusters Score -7640131 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50096 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -7640714.500000 Penalty: 5475.643555
	Iteration 14Q: 3 clusters Score -7640714 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -7641221.000000 Penalty: 5475.643555
	Iteration 15Q: 3 clusters Score -7641221 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -7641677.000000 Penalty: 5475.643555
	Iteration 16Q: 3 clusters Score -7641677 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52767 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -7642043.500000 Penalty: 5475.643555
	Iteration 17Q: 3 clusters Score -7642044 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -7642415.000000 Penalty: 5475.643555
	Iteration 18Q: 3 clusters Score -7642415 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -7642716.000000 Penalty: 5475.643555
	Iteration 19Q: 3 clusters Score -7642716 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -7643048.000000 Penalty: 5475.643555
	Iteration 20F: 3 clusters Score -7643048 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7643329 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56333 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7643615 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -7643838.500000 Penalty: 5475.643555
	Iteration 23Q: 3 clusters Score -7643838 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57406 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -7644071.000000 Penalty: 5475.643555
	Iteration 24Q: 3 clusters Score -7644071 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57864 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -7644219.500000 Penalty: 5475.643555
	Iteration 25Q: 3 clusters Score -7644220 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -7644419.500000 Penalty: 5475.643555
	Iteration 26Q: 3 clusters Score -7644420 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -7644597.000000 Penalty: 5475.643555
	Iteration 27Q: 3 clusters Score -7644597 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -7644730.000000 Penalty: 5475.643555
	Iteration 28Q: 3 clusters Score -7644730 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -7644894.500000 Penalty: 5475.643555
	Iteration 29Q: 3 clusters Score -7644894 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59753 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -7645053.500000 Penalty: 5475.643555
	Iteration 30Q: 3 clusters Score -7645054 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60016 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -7645168.500000 Penalty: 5475.643555
	Iteration 31Q: 3 clusters Score -7645168 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60260 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -7645317.500000 Penalty: 5475.643555
	Iteration 32Q: 3 clusters Score -7645318 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -7645414.000000 Penalty: 5475.643555
	Iteration 33Q: 3 clusters Score -7645414 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60621 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -7645518.000000 Penalty: 5475.643555
	Iteration 34Q: 3 clusters Score -7645518 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60756 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7645578 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60867 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -7645642.500000 Penalty: 5475.643555
	Iteration 36Q: 3 clusters Score -7645642 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60938 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -7645690.500000 Penalty: 5475.643555
	Iteration 37Q: 3 clusters Score -7645690 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60999 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -7645727.500000 Penalty: 5475.643555
	Iteration 38Q: 3 clusters Score -7645728 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61075 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7645766.500000 Penalty: 5475.643555
	Iteration 39Q: 3 clusters Score -7645766 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61152 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -7645808.000000 Penalty: 5475.643555
	Iteration 40F: 3 clusters Score -7645808 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61212 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7645829.000000 Penalty: 5475.643555
	Iteration 41Q: 3 clusters Score -7645829 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61257 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7645850.000000 Penalty: 5475.643555
	Iteration 42Q: 3 clusters Score -7645850 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61306 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -7645879.500000 Penalty: 5475.643555
	Iteration 43Q: 3 clusters Score -7645880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61329 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7645893.500000 Penalty: 5475.643555
	Iteration 44Q: 3 clusters Score -7645894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7645903.000000 Penalty: 5475.643555
	Iteration 45Q: 3 clusters Score -7645903 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61372 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7645918.500000 Penalty: 5475.643555
	Iteration 46Q: 3 clusters Score -7645918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61380 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7645918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61389 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7645929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61401 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -7645944.000000 Penalty: 5475.643555
	Iteration 49Q: 3 clusters Score -7645944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61413 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7645950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61422 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7645952.000000 Penalty: 5475.643555
	Iteration 51Q: 3 clusters Score -7645952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61425 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7645959.500000 Penalty: 5475.643555
	Iteration 52Q: 3 clusters Score -7645960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7645960.000000 Penalty: 5475.643555
	Iteration 53Q: 3 clusters Score -7645960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7645963.000000 Penalty: 5475.643555
	Iteration 54Q: 3 clusters Score -7645963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61443 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7645966.000000 Penalty: 5475.643555
	Iteration 55Q: 3 clusters Score -7645966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61449 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7645973.000000 Penalty: 5475.643555
	Iteration 56Q: 3 clusters Score -7645973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61453 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7645974.500000 Penalty: 5475.643555
	Iteration 57Q: 3 clusters Score -7645974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61454 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7645971.500000 Penalty: 5475.643555
	Iteration 58Q: 3 clusters Score -7645972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61456 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -7645973.500000 Penalty: 5475.643555
	Iteration 59Q: 3 clusters Score -7645974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61459 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7645974.500000 Penalty: 5475.643555
	Iteration 60F: 3 clusters Score -7645974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61463 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7645978.500000 Penalty: 5475.643555
	Iteration 61Q: 3 clusters Score -7645978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61465 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7645978.000000 Penalty: 5475.643555
	Iteration 62Q: 3 clusters Score -7645978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61468 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7645979.000000 Penalty: 5475.643555
	Iteration 63Q: 3 clusters Score -7645979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7645974.000000 Penalty: 5475.643555
	Iteration 64Q: 3 clusters Score -7645974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61475 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7645979.000000 Penalty: 5475.643555
	Iteration 65Q: 3 clusters Score -7645979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61482 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7645986.000000 Penalty: 5475.643555
	Iteration 66Q: 3 clusters Score -7645986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61488 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7645991.500000 Penalty: 5475.643555
	Iteration 67Q: 3 clusters Score -7645992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61491 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7645980.500000 Penalty: 5475.643555
	Iteration 68Q: 3 clusters Score -7645980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61494 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7645987.000000 Penalty: 5475.643555
	Iteration 69Q: 3 clusters Score -7645987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61497 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7645992.500000 Penalty: 5475.643555
	Iteration 70Q: 3 clusters Score -7645992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61501 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7645999.500000 Penalty: 5475.643555
	Iteration 71Q: 3 clusters Score -7646000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61505 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7645998.500000 Penalty: 5475.643555
	Iteration 72Q: 3 clusters Score -7645998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61504 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7646000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61504 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
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	Iteration 74F: 3 clusters Score -7646000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19127 members 
Entering Unmasked Estep 
Score: -2194623.750000 Penalty: 2444.996338
	Iteration 0F: 2 clusters Score -2194624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2181120.500000 Penalty: 4889.992676
	Iteration 0F: 3 clusters Score -2181120 nChanged 8337
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2185503.000000 Penalty: 4889.992676
	Iteration 1F: 3 clusters Score -2185503 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2185902.000000 Penalty: 4889.992676
	Iteration 2F: 3 clusters Score -2185902 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2186271.750000 Penalty: 4889.992676
	Iteration 3Q: 3 clusters Score -2186272 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2186624.250000 Penalty: 4889.992676
	Iteration 4Q: 3 clusters Score -2186624 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2186966.000000 Penalty: 4889.992676
	Iteration 5Q: 3 clusters Score -2186966 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2187318.250000 Penalty: 4889.992676
	Iteration 6Q: 3 clusters Score -2187318 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2187669.250000 Penalty: 4889.992676
	Iteration 7Q: 3 clusters Score -2187669 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2188033.500000 Penalty: 4889.992676
	Iteration 8Q: 3 clusters Score -2188034 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2188418.000000 Penalty: 4889.992676
	Iteration 9Q: 3 clusters Score -2188418 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2188821.500000 Penalty: 4889.992676
	Iteration 10Q: 3 clusters Score -2188822 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2189150.750000 Penalty: 4889.992676
	Iteration 11Q: 3 clusters Score -2189151 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2189486.000000 Penalty: 4889.992676
	Iteration 12Q: 3 clusters Score -2189486 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2189813.500000 Penalty: 4889.992676
	Iteration 13Q: 3 clusters Score -2189814 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2190153.500000 Penalty: 4889.992676
	Iteration 14Q: 3 clusters Score -2190154 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2190503.750000 Penalty: 4889.992676
	Iteration 15Q: 3 clusters Score -2190504 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2190777.000000 Penalty: 4889.992676
	Iteration 16Q: 3 clusters Score -2190777 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2191001.250000 Penalty: 4889.992676
	Iteration 17Q: 3 clusters Score -2191001 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2191197.000000 Penalty: 4889.992676
	Iteration 18Q: 3 clusters Score -2191197 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2191358.750000 Penalty: 4889.992676
	Iteration 19Q: 3 clusters Score -2191359 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2191482.000000 Penalty: 4889.992676
	Iteration 20F: 3 clusters Score -2191482 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2191589.250000 Penalty: 4889.992676
	Iteration 21Q: 3 clusters Score -2191589 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2191682.750000 Penalty: 4889.992676
	Iteration 22Q: 3 clusters Score -2191683 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2191759.250000 Penalty: 4889.992676
	Iteration 23Q: 3 clusters Score -2191759 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2191834.000000 Penalty: 4889.992676
	Iteration 24Q: 3 clusters Score -2191834 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2191912.000000 Penalty: 4889.992676
	Iteration 25Q: 3 clusters Score -2191912 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2191969.750000 Penalty: 4889.992676
	Iteration 26Q: 3 clusters Score -2191970 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2192026.000000 Penalty: 4889.992676
	Iteration 27Q: 3 clusters Score -2192026 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2192096.000000 Penalty: 4889.992676
	Iteration 28Q: 3 clusters Score -2192096 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2192152.500000 Penalty: 4889.992676
	Iteration 29Q: 3 clusters Score -2192152 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2192199.000000 Penalty: 4889.992676
	Iteration 30Q: 3 clusters Score -2192199 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2192260.250000 Penalty: 4889.992676
	Iteration 31Q: 3 clusters Score -2192260 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2192321.750000 Penalty: 4889.992676
	Iteration 32Q: 3 clusters Score -2192322 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2192352.250000 Penalty: 4889.992676
	Iteration 33Q: 3 clusters Score -2192352 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2192392.750000 Penalty: 4889.992676
	Iteration 34Q: 3 clusters Score -2192393 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2192432.750000 Penalty: 4889.992676
	Iteration 35Q: 3 clusters Score -2192433 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2192466.750000 Penalty: 4889.992676
	Iteration 36Q: 3 clusters Score -2192467 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2192529.000000 Penalty: 4889.992676
	Iteration 37Q: 3 clusters Score -2192529 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2192600.250000 Penalty: 4889.992676
	Iteration 38Q: 3 clusters Score -2192600 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2192664.750000 Penalty: 4889.992676
	Iteration 39Q: 3 clusters Score -2192665 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2192716.000000 Penalty: 4889.992676
	Iteration 40F: 3 clusters Score -2192716 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2192777.750000 Penalty: 4889.992676
	Iteration 41Q: 3 clusters Score -2192778 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2192841.500000 Penalty: 4889.992676
	Iteration 42Q: 3 clusters Score -2192842 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2192885.250000 Penalty: 4889.992676
	Iteration 43Q: 3 clusters Score -2192885 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2192916.000000 Penalty: 4889.992676
	Iteration 44Q: 3 clusters Score -2192916 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2192953.750000 Penalty: 4889.992676
	Iteration 45Q: 3 clusters Score -2192954 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2192981.250000 Penalty: 4889.992676
	Iteration 46Q: 3 clusters Score -2192981 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2193008.250000 Penalty: 4889.992676
	Iteration 47Q: 3 clusters Score -2193008 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2193026.000000 Penalty: 4889.992676
	Iteration 48Q: 3 clusters Score -2193026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2193039.750000 Penalty: 4889.992676
	Iteration 49Q: 3 clusters Score -2193040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2193063.750000 Penalty: 4889.992676
	Iteration 50Q: 3 clusters Score -2193064 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2193079.000000 Penalty: 4889.992676
	Iteration 51Q: 3 clusters Score -2193079 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2193096.250000 Penalty: 4889.992676
	Iteration 52Q: 3 clusters Score -2193096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2193109.250000 Penalty: 4889.992676
	Iteration 53Q: 3 clusters Score -2193109 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2193118.250000 Penalty: 4889.992676
	Iteration 54Q: 3 clusters Score -2193118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2193124.250000 Penalty: 4889.992676
	Iteration 55Q: 3 clusters Score -2193124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2193128.000000 Penalty: 4889.992676
	Iteration 56Q: 3 clusters Score -2193128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2193129.000000 Penalty: 4889.992676
	Iteration 57Q: 3 clusters Score -2193129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2193132.750000 Penalty: 4889.992676
	Iteration 58Q: 3 clusters Score -2193133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2193142.250000 Penalty: 4889.992676
	Iteration 59Q: 3 clusters Score -2193142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2193142.750000 Penalty: 4889.992676
	Iteration 60F: 3 clusters Score -2193143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2193149.000000 Penalty: 4889.992676
	Iteration 61Q: 3 clusters Score -2193149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2193150.000000 Penalty: 4889.992676
	Iteration 62Q: 3 clusters Score -2193150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2193154.500000 Penalty: 4889.992676
	Iteration 63Q: 3 clusters Score -2193154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2193154.500000 Penalty: 4889.992676
	Iteration 64Q: 3 clusters Score -2193154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2193157.000000 Penalty: 4889.992676
	Iteration 65Q: 3 clusters Score -2193157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2193156.000000 Penalty: 4889.992676
	Iteration 66Q: 3 clusters Score -2193156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2193156.750000 Penalty: 4889.992676
	Iteration 67Q: 3 clusters Score -2193157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2193154.750000 Penalty: 4889.992676
	Iteration 68Q: 3 clusters Score -2193155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2193156.500000 Penalty: 4889.992676
	Iteration 69Q: 3 clusters Score -2193156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2193163.250000 Penalty: 4889.992676
	Iteration 70Q: 3 clusters Score -2193163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2193165.000000 Penalty: 4889.992676
	Iteration 71Q: 3 clusters Score -2193165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2193163.000000 Penalty: 4889.992676
	Iteration 72Q: 3 clusters Score -2193163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2193164.750000 Penalty: 4889.992676
	Iteration 73Q: 3 clusters Score -2193165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2193174.250000 Penalty: 4889.992676
	Iteration 74Q: 3 clusters Score -2193174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2193170.250000 Penalty: 4889.992676
	Iteration 75Q: 3 clusters Score -2193170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2193176.250000 Penalty: 4889.992676
	Iteration 76Q: 3 clusters Score -2193176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2193169.750000 Penalty: 4889.992676
	Iteration 77Q: 3 clusters Score -2193170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2193170.750000 Penalty: 4889.992676
	Iteration 78Q: 3 clusters Score -2193171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2193170.750000 Penalty: 4889.992676
	Iteration 79F: 3 clusters Score -2193171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Entering Unmasked Estep 
Score: -3778726.250000 Penalty: 2564.696045
	Iteration 0F: 2 clusters Score -3778726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -3757567.250000 Penalty: 5129.392090
	Iteration 0F: 3 clusters Score -3757567 nChanged 13981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -3765284.000000 Penalty: 5129.392090
	Iteration 1F: 3 clusters Score -3765284 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -3765857.000000 Penalty: 5129.392090
	Iteration 2Q: 3 clusters Score -3765857 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -3766579.000000 Penalty: 5129.392090
	Iteration 3Q: 3 clusters Score -3766579 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -3767592.500000 Penalty: 5129.392090
	Iteration 4F: 3 clusters Score -3767592 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3768815.750000 Penalty: 5129.392090
	Iteration 5F: 3 clusters Score -3768816 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -3770144.500000 Penalty: 5129.392090
	Iteration 6F: 3 clusters Score -3770144 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -3771359.750000 Penalty: 5129.392090
	Iteration 7F: 3 clusters Score -3771360 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -3772289.500000 Penalty: 5129.392090
	Iteration 8F: 3 clusters Score -3772290 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3772956.000000 Penalty: 5129.392090
	Iteration 9Q: 3 clusters Score -3772956 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -3773389.250000 Penalty: 5129.392090
	Iteration 10Q: 3 clusters Score -3773389 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -3773683.500000 Penalty: 5129.392090
	Iteration 11Q: 3 clusters Score -3773684 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -3773878.750000 Penalty: 5129.392090
	Iteration 12Q: 3 clusters Score -3773879 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -3774062.000000 Penalty: 5129.392090
	Iteration 13Q: 3 clusters Score -3774062 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -3774237.750000 Penalty: 5129.392090
	Iteration 14Q: 3 clusters Score -3774238 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -3774406.750000 Penalty: 5129.392090
	Iteration 15Q: 3 clusters Score -3774407 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -3774606.000000 Penalty: 5129.392090
	Iteration 16Q: 3 clusters Score -3774606 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -3774819.500000 Penalty: 5129.392090
	Iteration 17Q: 3 clusters Score -3774820 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -3775060.750000 Penalty: 5129.392090
	Iteration 18Q: 3 clusters Score -3775061 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -3775338.750000 Penalty: 5129.392090
	Iteration 19Q: 3 clusters Score -3775339 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3775635.250000 Penalty: 5129.392090
	Iteration 20F: 3 clusters Score -3775635 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -3775914.750000 Penalty: 5129.392090
	Iteration 21Q: 3 clusters Score -3775915 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -3776160.000000 Penalty: 5129.392090
	Iteration 22Q: 3 clusters Score -3776160 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -3776355.250000 Penalty: 5129.392090
	Iteration 23Q: 3 clusters Score -3776355 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -3776541.500000 Penalty: 5129.392090
	Iteration 24Q: 3 clusters Score -3776542 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -3776642.000000 Penalty: 5129.392090
	Iteration 25Q: 3 clusters Score -3776642 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3776730.750000 Penalty: 5129.392090
	Iteration 26Q: 3 clusters Score -3776731 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3776770.250000 Penalty: 5129.392090
	Iteration 27Q: 3 clusters Score -3776770 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3776817.000000 Penalty: 5129.392090
	Iteration 28Q: 3 clusters Score -3776817 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3776856.750000 Penalty: 5129.392090
	Iteration 29Q: 3 clusters Score -3776857 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3776893.000000 Penalty: 5129.392090
	Iteration 30Q: 3 clusters Score -3776893 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3776917.500000 Penalty: 5129.392090
	Iteration 31Q: 3 clusters Score -3776918 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3776949.000000 Penalty: 5129.392090
	Iteration 32Q: 3 clusters Score -3776949 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3776966.250000 Penalty: 5129.392090
	Iteration 33Q: 3 clusters Score -3776966 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3776967.500000 Penalty: 5129.392090
	Iteration 34Q: 3 clusters Score -3776968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3776974.750000 Penalty: 5129.392090
	Iteration 35Q: 3 clusters Score -3776975 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3776971.750000 Penalty: 5129.392090
	Iteration 36Q: 3 clusters Score -3776972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3776976.000000 Penalty: 5129.392090
	Iteration 37Q: 3 clusters Score -3776976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3776982.750000 Penalty: 5129.392090
	Iteration 38Q: 3 clusters Score -3776983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3776990.000000 Penalty: 5129.392090
	Iteration 39Q: 3 clusters Score -3776990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3776999.000000 Penalty: 5129.392090
	Iteration 40F: 3 clusters Score -3776999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3776996.750000 Penalty: 5129.392090
	Iteration 41Q: 3 clusters Score -3776997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3777000.250000 Penalty: 5129.392090
	Iteration 42Q: 3 clusters Score -3777000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3777003.500000 Penalty: 5129.392090
	Iteration 43Q: 3 clusters Score -3777004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3777008.500000 Penalty: 5129.392090
	Iteration 44Q: 3 clusters Score -3777008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3777015.250000 Penalty: 5129.392090
	Iteration 45Q: 3 clusters Score -3777015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3777017.000000 Penalty: 5129.392090
	Iteration 46Q: 3 clusters Score -3777017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3777013.500000 Penalty: 5129.392090
	Iteration 47Q: 3 clusters Score -3777014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3777011.250000 Penalty: 5129.392090
	Iteration 48Q: 3 clusters Score -3777011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3777013.500000 Penalty: 5129.392090
	Iteration 49Q: 3 clusters Score -3777014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3777016.750000 Penalty: 5129.392090
	Iteration 50Q: 3 clusters Score -3777017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3777017.500000 Penalty: 5129.392090
	Iteration 51Q: 3 clusters Score -3777018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3777015.000000 Penalty: 5129.392090
	Iteration 52Q: 3 clusters Score -3777015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3777015.000000 Penalty: 5129.392090
	Iteration 53F: 3 clusters Score -3777015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Entering Unmasked Estep 
Score: -1400756.500000 Penalty: 2314.825195
	Iteration 0F: 2 clusters Score -1400756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1392260.000000 Penalty: 4629.650391
	Iteration 0F: 3 clusters Score -1392260 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1394848.875000 Penalty: 4629.650391
	Iteration 1F: 3 clusters Score -1394849 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1395124.625000 Penalty: 4629.650391
	Iteration 2F: 3 clusters Score -1395125 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1395371.000000 Penalty: 4629.650391
	Iteration 3Q: 3 clusters Score -1395371 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1395609.750000 Penalty: 4629.650391
	Iteration 4Q: 3 clusters Score -1395610 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1395837.250000 Penalty: 4629.650391
	Iteration 5Q: 3 clusters Score -1395837 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1396071.000000 Penalty: 4629.650391
	Iteration 6Q: 3 clusters Score -1396071 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1396302.375000 Penalty: 4629.650391
	Iteration 7Q: 3 clusters Score -1396302 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1396525.375000 Penalty: 4629.650391
	Iteration 8Q: 3 clusters Score -1396525 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1396768.875000 Penalty: 4629.650391
	Iteration 9Q: 3 clusters Score -1396769 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1397007.500000 Penalty: 4629.650391
	Iteration 10Q: 3 clusters Score -1397008 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1397217.000000 Penalty: 4629.650391
	Iteration 11Q: 3 clusters Score -1397217 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1397411.500000 Penalty: 4629.650391
	Iteration 12Q: 3 clusters Score -1397412 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1397607.250000 Penalty: 4629.650391
	Iteration 13Q: 3 clusters Score -1397607 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1397810.375000 Penalty: 4629.650391
	Iteration 14Q: 3 clusters Score -1397810 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1398009.875000 Penalty: 4629.650391
	Iteration 15Q: 3 clusters Score -1398010 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1398197.125000 Penalty: 4629.650391
	Iteration 16Q: 3 clusters Score -1398197 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1398373.750000 Penalty: 4629.650391
	Iteration 17Q: 3 clusters Score -1398374 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1398489.500000 Penalty: 4629.650391
	Iteration 18Q: 3 clusters Score -1398490 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1398578.000000 Penalty: 4629.650391
	Iteration 19Q: 3 clusters Score -1398578 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1398622.875000 Penalty: 4629.650391
	Iteration 20F: 3 clusters Score -1398623 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1398659.375000 Penalty: 4629.650391
	Iteration 21Q: 3 clusters Score -1398659 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1398691.875000 Penalty: 4629.650391
	Iteration 22Q: 3 clusters Score -1398692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1398714.750000 Penalty: 4629.650391
	Iteration 23Q: 3 clusters Score -1398715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1398727.250000 Penalty: 4629.650391
	Iteration 24Q: 3 clusters Score -1398727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1398740.875000 Penalty: 4629.650391
	Iteration 25Q: 3 clusters Score -1398741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1398758.875000 Penalty: 4629.650391
	Iteration 26Q: 3 clusters Score -1398759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1398766.750000 Penalty: 4629.650391
	Iteration 27Q: 3 clusters Score -1398767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1398774.625000 Penalty: 4629.650391
	Iteration 28Q: 3 clusters Score -1398775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1398779.500000 Penalty: 4629.650391
	Iteration 29Q: 3 clusters Score -1398780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1398784.250000 Penalty: 4629.650391
	Iteration 30Q: 3 clusters Score -1398784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1398790.000000 Penalty: 4629.650391
	Iteration 31Q: 3 clusters Score -1398790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1398793.500000 Penalty: 4629.650391
	Iteration 32Q: 3 clusters Score -1398794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1398799.750000 Penalty: 4629.650391
	Iteration 33Q: 3 clusters Score -1398800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1398801.000000 Penalty: 4629.650391
	Iteration 34Q: 3 clusters Score -1398801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1398801.875000 Penalty: 4629.650391
	Iteration 35Q: 3 clusters Score -1398802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1398801.625000 Penalty: 4629.650391
	Iteration 36Q: 3 clusters Score -1398802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1398802.125000 Penalty: 4629.650391
	Iteration 37Q: 3 clusters Score -1398802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1398804.375000 Penalty: 4629.650391
	Iteration 38Q: 3 clusters Score -1398804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1398803.875000 Penalty: 4629.650391
	Iteration 39Q: 3 clusters Score -1398804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1398803.875000 Penalty: 4629.650391
	Iteration 40F: 3 clusters Score -1398804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Entering Unmasked Estep 
Score: -1010475.062500 Penalty: 2250.991943
	Iteration 0F: 2 clusters Score -1010475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1003556.500000 Penalty: 4501.983887
	Iteration 0F: 3 clusters Score -1003556 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1005507.687500 Penalty: 4501.983887
	Iteration 1F: 3 clusters Score -1005508 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1005825.500000 Penalty: 4501.983887
	Iteration 2F: 3 clusters Score -1005826 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1006029.562500 Penalty: 4501.983887
	Iteration 3Q: 3 clusters Score -1006030 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1006178.000000 Penalty: 4501.983887
	Iteration 4Q: 3 clusters Score -1006178 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1006300.437500 Penalty: 4501.983887
	Iteration 5Q: 3 clusters Score -1006300 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1006406.687500 Penalty: 4501.983887
	Iteration 6Q: 3 clusters Score -1006407 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1006497.062500 Penalty: 4501.983887
	Iteration 7Q: 3 clusters Score -1006497 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1006574.937500 Penalty: 4501.983887
	Iteration 8Q: 3 clusters Score -1006575 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1006650.187500 Penalty: 4501.983887
	Iteration 9Q: 3 clusters Score -1006650 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1006714.875000 Penalty: 4501.983887
	Iteration 10Q: 3 clusters Score -1006715 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1006773.500000 Penalty: 4501.983887
	Iteration 11Q: 3 clusters Score -1006774 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1006823.250000 Penalty: 4501.983887
	Iteration 12Q: 3 clusters Score -1006823 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1006866.562500 Penalty: 4501.983887
	Iteration 13Q: 3 clusters Score -1006867 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1006906.500000 Penalty: 4501.983887
	Iteration 14Q: 3 clusters Score -1006906 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1006945.375000 Penalty: 4501.983887
	Iteration 15Q: 3 clusters Score -1006945 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1006983.250000 Penalty: 4501.983887
	Iteration 16Q: 3 clusters Score -1006983 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1007011.812500 Penalty: 4501.983887
	Iteration 17Q: 3 clusters Score -1007012 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1007049.312500 Penalty: 4501.983887
	Iteration 18Q: 3 clusters Score -1007049 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1007103.875000 Penalty: 4501.983887
	Iteration 19Q: 3 clusters Score -1007104 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1007165.562500 Penalty: 4501.983887
	Iteration 20F: 3 clusters Score -1007166 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1007233.687500 Penalty: 4501.983887
	Iteration 21Q: 3 clusters Score -1007234 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1007315.187500 Penalty: 4501.983887
	Iteration 22Q: 3 clusters Score -1007315 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1007395.750000 Penalty: 4501.983887
	Iteration 23Q: 3 clusters Score -1007396 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1007493.250000 Penalty: 4501.983887
	Iteration 24Q: 3 clusters Score -1007493 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1007586.000000 Penalty: 4501.983887
	Iteration 25Q: 3 clusters Score -1007586 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1007683.750000 Penalty: 4501.983887
	Iteration 26Q: 3 clusters Score -1007684 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1007788.375000 Penalty: 4501.983887
	Iteration 27Q: 3 clusters Score -1007788 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1007898.187500 Penalty: 4501.983887
	Iteration 28Q: 3 clusters Score -1007898 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1008012.812500 Penalty: 4501.983887
	Iteration 29Q: 3 clusters Score -1008013 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1008128.875000 Penalty: 4501.983887
	Iteration 30Q: 3 clusters Score -1008129 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1008211.312500 Penalty: 4501.983887
	Iteration 31Q: 3 clusters Score -1008211 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1008274.375000 Penalty: 4501.983887
	Iteration 32Q: 3 clusters Score -1008274 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1008320.562500 Penalty: 4501.983887
	Iteration 33Q: 3 clusters Score -1008321 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1008352.937500 Penalty: 4501.983887
	Iteration 34Q: 3 clusters Score -1008353 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1008375.812500 Penalty: 4501.983887
	Iteration 35Q: 3 clusters Score -1008376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1008395.687500 Penalty: 4501.983887
	Iteration 36Q: 3 clusters Score -1008396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1008416.062500 Penalty: 4501.983887
	Iteration 37Q: 3 clusters Score -1008416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1008431.312500 Penalty: 4501.983887
	Iteration 38Q: 3 clusters Score -1008431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1008441.437500 Penalty: 4501.983887
	Iteration 39Q: 3 clusters Score -1008441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1008445.062500 Penalty: 4501.983887
	Iteration 40F: 3 clusters Score -1008445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1008446.625000 Penalty: 4501.983887
	Iteration 41Q: 3 clusters Score -1008447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1008447.187500 Penalty: 4501.983887
	Iteration 42Q: 3 clusters Score -1008447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1008450.437500 Penalty: 4501.983887
	Iteration 43Q: 3 clusters Score -1008450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1008454.312500 Penalty: 4501.983887
	Iteration 44Q: 3 clusters Score -1008454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1008456.875000 Penalty: 4501.983887
	Iteration 45Q: 3 clusters Score -1008457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1008461.375000 Penalty: 4501.983887
	Iteration 46Q: 3 clusters Score -1008461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1008465.375000 Penalty: 4501.983887
	Iteration 47Q: 3 clusters Score -1008465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1008469.500000 Penalty: 4501.983887
	Iteration 48Q: 3 clusters Score -1008470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1008477.125000 Penalty: 4501.983887
	Iteration 49Q: 3 clusters Score -1008477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1008480.500000 Penalty: 4501.983887
	Iteration 50Q: 3 clusters Score -1008480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1008484.812500 Penalty: 4501.983887
	Iteration 51Q: 3 clusters Score -1008485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1008493.437500 Penalty: 4501.983887
	Iteration 52Q: 3 clusters Score -1008493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1008505.500000 Penalty: 4501.983887
	Iteration 53Q: 3 clusters Score -1008506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1008509.312500 Penalty: 4501.983887
	Iteration 54Q: 3 clusters Score -1008509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1008515.000000 Penalty: 4501.983887
	Iteration 55Q: 3 clusters Score -1008515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1008519.750000 Penalty: 4501.983887
	Iteration 56Q: 3 clusters Score -1008520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1008522.187500 Penalty: 4501.983887
	Iteration 57Q: 3 clusters Score -1008522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1008527.875000 Penalty: 4501.983887
	Iteration 58Q: 3 clusters Score -1008528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1008530.687500 Penalty: 4501.983887
	Iteration 59Q: 3 clusters Score -1008531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1008533.875000 Penalty: 4501.983887
	Iteration 60F: 3 clusters Score -1008534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1008540.250000 Penalty: 4501.983887
	Iteration 61Q: 3 clusters Score -1008540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1008541.562500 Penalty: 4501.983887
	Iteration 62Q: 3 clusters Score -1008542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1008541.312500 Penalty: 4501.983887
	Iteration 63Q: 3 clusters Score -1008541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1008541.312500 Penalty: 4501.983887
	Iteration 64F: 3 clusters Score -1008541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -136012.656250 Penalty: 1777.425415
	Iteration 0F: 2 clusters Score -136012.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -134008.468750 Penalty: 3554.850830
	Iteration 0F: 3 clusters Score -134008.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -134597.656250 Penalty: 3554.850830
	Iteration 1F: 3 clusters Score -134597.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -135359.687500 Penalty: 3554.850830
	Iteration 2F: 3 clusters Score -135359.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -136281.375000 Penalty: 3554.850830
	Iteration 3F: 3 clusters Score -136281.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -137518.906250 Penalty: 3554.850830
	Iteration 4F: 3 clusters Score -137518.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -138975.890625 Penalty: 3554.850830
	Iteration 5F: 3 clusters Score -138975.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -140275.234375 Penalty: 3554.850830
	Iteration 6F: 3 clusters Score -140275.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -141455.781250 Penalty: 3554.850830
	Iteration 7Q: 3 clusters Score -141455.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -141562.812500 Penalty: 3554.850830
	Iteration 8Q: 3 clusters Score -141562.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -141664.593750 Penalty: 3554.850830
	Iteration 9Q: 3 clusters Score -141664.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -141664.593750 Penalty: 3554.850830
	Iteration 10F: 3 clusters Score -141664.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 168480 members 
Mstep: Class 2 contains 62293 members 
Mstep: Class 3 contains 19127 members 
Mstep: Class 4 contains 30993 members 
Mstep: Class 5 contains 11316 members 
Mstep: Class 6 contains 8748 members 
Mstep: Class 7 contains 546 members 
Mstep: Class 8 contains 9812 members 
Mstep: Class 9 contains 19507 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 7969 members 
Mstep: Class 12 contains 159631 members 
Mstep: Class 13 contains 9059 members 
Mstep: Class 14 contains 102495 members 
Mstep: Class 15 contains 26295 members 
Mstep: Class 16 contains 28767 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 118737 members 
Mstep: Class 19 contains 21935 members 
Mstep: Class 20 contains 8807 members 
Mstep: Class 21 contains 231375 members 
Mstep: Class 22 contains 55514 members 
Mstep: Class 23 contains 25892 members 
Mstep: Class 24 contains 165125 members 
Mstep: Class 25 contains 750 members 
Entering Unmasked Estep 
Score: -158452544.000000 Penalty: 87436.632812
Splitting cluster 7 changes total score from -158447824.000000 to -158452544.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (9812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Entering Unmasked Estep 
Score: -1136264.250000 Penalty: 2279.457520
	Iteration 0F: 2 clusters Score -1136264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1128775.500000 Penalty: 4558.915039
	Iteration 0F: 3 clusters Score -1128776 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1131146.125000 Penalty: 4558.915039
	Iteration 1F: 3 clusters Score -1131146 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1131601.875000 Penalty: 4558.915039
	Iteration 2F: 3 clusters Score -1131602 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1132103.875000 Penalty: 4558.915039
	Iteration 3F: 3 clusters Score -1132104 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1132771.250000 Penalty: 4558.915039
	Iteration 4F: 3 clusters Score -1132771 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1133715.250000 Penalty: 4558.915039
	Iteration 5F: 3 clusters Score -1133715 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1134892.750000 Penalty: 4558.915039
	Iteration 6F: 3 clusters Score -1134893 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1136116.250000 Penalty: 4558.915039
	Iteration 7F: 3 clusters Score -1136116 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1136874.625000 Penalty: 4558.915039
	Iteration 8F: 3 clusters Score -1136875 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1137108.000000 Penalty: 4558.915039
	Iteration 9Q: 3 clusters Score -1137108 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1137160.625000 Penalty: 4558.915039
	Iteration 10Q: 3 clusters Score -1137161 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1137178.250000 Penalty: 4558.915039
	Iteration 11Q: 3 clusters Score -1137178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1137185.000000 Penalty: 4558.915039
	Iteration 12Q: 3 clusters Score -1137185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1137187.000000 Penalty: 4558.915039
	Iteration 13Q: 3 clusters Score -1137187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1137189.125000 Penalty: 4558.915039
	Iteration 14Q: 3 clusters Score -1137189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1137189.625000 Penalty: 4558.915039
	Iteration 15Q: 3 clusters Score -1137190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1137193.875000 Penalty: 4558.915039
	Iteration 16Q: 3 clusters Score -1137194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1137191.875000 Penalty: 4558.915039
	Iteration 17Q: 3 clusters Score -1137192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1137194.375000 Penalty: 4558.915039
	Iteration 18Q: 3 clusters Score -1137194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1137194.625000 Penalty: 4558.915039
	Iteration 19Q: 3 clusters Score -1137195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1137196.375000 Penalty: 4558.915039
	Iteration 20F: 3 clusters Score -1137196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1137197.125000 Penalty: 4558.915039
	Iteration 21Q: 3 clusters Score -1137197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1137195.875000 Penalty: 4558.915039
	Iteration 22Q: 3 clusters Score -1137196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1137195.625000 Penalty: 4558.915039
	Iteration 23Q: 3 clusters Score -1137196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1137195.625000 Penalty: 4558.915039
	Iteration 24F: 3 clusters Score -1137196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 168480 members 
Mstep: Class 2 contains 62293 members 
Mstep: Class 3 contains 19127 members 
Mstep: Class 4 contains 30993 members 
Mstep: Class 5 contains 11316 members 
Mstep: Class 6 contains 8748 members 
Mstep: Class 7 contains 546 members 
Mstep: Class 8 contains 5044 members 
Mstep: Class 9 contains 19507 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 7969 members 
Mstep: Class 12 contains 159631 members 
Mstep: Class 13 contains 9059 members 
Mstep: Class 14 contains 102495 members 
Mstep: Class 15 contains 26295 members 
Mstep: Class 16 contains 28767 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 118737 members 
Mstep: Class 19 contains 21935 members 
Mstep: Class 20 contains 8807 members 
Mstep: Class 21 contains 231375 members 
Mstep: Class 22 contains 55514 members 
Mstep: Class 23 contains 25892 members 
Mstep: Class 24 contains 165125 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 4768 members 
Entering Unmasked Estep 
Score: -158451792.000000 Penalty: 90934.093750
Splitting cluster 8 changes total score from -158447824.000000 to -158451792.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (19507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Entering Unmasked Estep 
Score: -2367485.500000 Penalty: 2449.875000
	Iteration 0F: 2 clusters Score -2367486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2353768.500000 Penalty: 4899.750000
	Iteration 0F: 3 clusters Score -2353768 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2358650.500000 Penalty: 4899.750000
	Iteration 1F: 3 clusters Score -2358650 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2359325.750000 Penalty: 4899.750000
	Iteration 2F: 3 clusters Score -2359326 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2359964.750000 Penalty: 4899.750000
	Iteration 3F: 3 clusters Score -2359965 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2360521.250000 Penalty: 4899.750000
	Iteration 4F: 3 clusters Score -2360521 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2361040.000000 Penalty: 4899.750000
	Iteration 5F: 3 clusters Score -2361040 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2361495.750000 Penalty: 4899.750000
	Iteration 6Q: 3 clusters Score -2361496 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2361904.750000 Penalty: 4899.750000
	Iteration 7Q: 3 clusters Score -2361905 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2362312.750000 Penalty: 4899.750000
	Iteration 8Q: 3 clusters Score -2362313 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2362772.250000 Penalty: 4899.750000
	Iteration 9Q: 3 clusters Score -2362772 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2363305.750000 Penalty: 4899.750000
	Iteration 10Q: 3 clusters Score -2363306 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2363897.750000 Penalty: 4899.750000
	Iteration 11Q: 3 clusters Score -2363898 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2364468.750000 Penalty: 4899.750000
	Iteration 12Q: 3 clusters Score -2364469 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2364992.750000 Penalty: 4899.750000
	Iteration 13Q: 3 clusters Score -2364993 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2365381.750000 Penalty: 4899.750000
	Iteration 14Q: 3 clusters Score -2365382 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2365612.750000 Penalty: 4899.750000
	Iteration 15Q: 3 clusters Score -2365613 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2365744.750000 Penalty: 4899.750000
	Iteration 16Q: 3 clusters Score -2365745 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2365825.750000 Penalty: 4899.750000
	Iteration 17Q: 3 clusters Score -2365826 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2365858.750000 Penalty: 4899.750000
	Iteration 18Q: 3 clusters Score -2365859 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2365895.250000 Penalty: 4899.750000
	Iteration 19Q: 3 clusters Score -2365895 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2365916.250000 Penalty: 4899.750000
	Iteration 20F: 3 clusters Score -2365916 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2365939.250000 Penalty: 4899.750000
	Iteration 21Q: 3 clusters Score -2365939 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2365963.000000 Penalty: 4899.750000
	Iteration 22Q: 3 clusters Score -2365963 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2365978.250000 Penalty: 4899.750000
	Iteration 23Q: 3 clusters Score -2365978 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2365999.500000 Penalty: 4899.750000
	Iteration 24Q: 3 clusters Score -2366000 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2366015.000000 Penalty: 4899.750000
	Iteration 25Q: 3 clusters Score -2366015 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2366034.750000 Penalty: 4899.750000
	Iteration 26Q: 3 clusters Score -2366035 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2366041.500000 Penalty: 4899.750000
	Iteration 27Q: 3 clusters Score -2366042 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2366048.500000 Penalty: 4899.750000
	Iteration 28Q: 3 clusters Score -2366048 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2366063.500000 Penalty: 4899.750000
	Iteration 29Q: 3 clusters Score -2366064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2366056.500000 Penalty: 4899.750000
	Iteration 30Q: 3 clusters Score -2366056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2366065.750000 Penalty: 4899.750000
	Iteration 31Q: 3 clusters Score -2366066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2366073.000000 Penalty: 4899.750000
	Iteration 32Q: 3 clusters Score -2366073 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2366084.000000 Penalty: 4899.750000
	Iteration 33Q: 3 clusters Score -2366084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2366096.500000 Penalty: 4899.750000
	Iteration 34Q: 3 clusters Score -2366096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2366104.000000 Penalty: 4899.750000
	Iteration 35Q: 3 clusters Score -2366104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2366107.500000 Penalty: 4899.750000
	Iteration 36Q: 3 clusters Score -2366108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -2366113.500000 Penalty: 4899.750000
	Iteration 37Q: 3 clusters Score -2366114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2366124.000000 Penalty: 4899.750000
	Iteration 38Q: 3 clusters Score -2366124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2366124.500000 Penalty: 4899.750000
	Iteration 39Q: 3 clusters Score -2366124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2366136.000000 Penalty: 4899.750000
	Iteration 40F: 3 clusters Score -2366136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2366134.750000 Penalty: 4899.750000
	Iteration 41Q: 3 clusters Score -2366135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2366137.750000 Penalty: 4899.750000
	Iteration 42Q: 3 clusters Score -2366138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2366137.750000 Penalty: 4899.750000
	Iteration 43Q: 3 clusters Score -2366138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2366139.750000 Penalty: 4899.750000
	Iteration 44Q: 3 clusters Score -2366140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2366139.750000 Penalty: 4899.750000
	Iteration 45Q: 3 clusters Score -2366140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2366140.000000 Penalty: 4899.750000
	Iteration 46Q: 3 clusters Score -2366140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2366143.500000 Penalty: 4899.750000
	Iteration 47Q: 3 clusters Score -2366144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2366143.500000 Penalty: 4899.750000
	Iteration 48Q: 3 clusters Score -2366144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2366139.500000 Penalty: 4899.750000
	Iteration 49Q: 3 clusters Score -2366140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2366148.000000 Penalty: 4899.750000
	Iteration 50Q: 3 clusters Score -2366148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2366145.750000 Penalty: 4899.750000
	Iteration 51Q: 3 clusters Score -2366146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2366157.500000 Penalty: 4899.750000
	Iteration 52Q: 3 clusters Score -2366158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2366156.250000 Penalty: 4899.750000
	Iteration 53Q: 3 clusters Score -2366156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2366157.000000 Penalty: 4899.750000
	Iteration 54Q: 3 clusters Score -2366157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -2366156.250000 Penalty: 4899.750000
	Iteration 55Q: 3 clusters Score -2366156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2366158.250000 Penalty: 4899.750000
	Iteration 56Q: 3 clusters Score -2366158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2366161.500000 Penalty: 4899.750000
	Iteration 57Q: 3 clusters Score -2366162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2366157.750000 Penalty: 4899.750000
	Iteration 58Q: 3 clusters Score -2366158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2366156.500000 Penalty: 4899.750000
	Iteration 59Q: 3 clusters Score -2366156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -2366158.500000 Penalty: 4899.750000
	Iteration 60F: 3 clusters Score -2366158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2366159.750000 Penalty: 4899.750000
	Iteration 61Q: 3 clusters Score -2366160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -2366156.750000 Penalty: 4899.750000
	Iteration 62Q: 3 clusters Score -2366157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2366160.500000 Penalty: 4899.750000
	Iteration 63Q: 3 clusters Score -2366160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2366154.000000 Penalty: 4899.750000
	Iteration 64Q: 3 clusters Score -2366154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2366154.750000 Penalty: 4899.750000
	Iteration 65Q: 3 clusters Score -2366155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2366163.750000 Penalty: 4899.750000
	Iteration 66Q: 3 clusters Score -2366164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2366162.000000 Penalty: 4899.750000
	Iteration 67Q: 3 clusters Score -2366162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2366159.500000 Penalty: 4899.750000
	Iteration 68Q: 3 clusters Score -2366160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2366165.500000 Penalty: 4899.750000
	Iteration 69Q: 3 clusters Score -2366166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2366163.250000 Penalty: 4899.750000
	Iteration 70Q: 3 clusters Score -2366163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2366163.500000 Penalty: 4899.750000
	Iteration 71Q: 3 clusters Score -2366164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2366164.500000 Penalty: 4899.750000
	Iteration 72Q: 3 clusters Score -2366164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2366167.750000 Penalty: 4899.750000
	Iteration 73Q: 3 clusters Score -2366168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2366162.250000 Penalty: 4899.750000
	Iteration 74Q: 3 clusters Score -2366162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2366162.750000 Penalty: 4899.750000
	Iteration 75Q: 3 clusters Score -2366163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2366162.750000 Penalty: 4899.750000
	Iteration 76F: 3 clusters Score -2366163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Entering Unmasked Estep 
Score: -4603241.000000 Penalty: 2612.244141
	Iteration 0F: 2 clusters Score -4603241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -4577791.000000 Penalty: 5224.488281
	Iteration 0F: 3 clusters Score -4577791 nChanged 17211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -4587220.500000 Penalty: 5224.488281
	Iteration 1F: 3 clusters Score -4587220 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -4588014.500000 Penalty: 5224.488281
	Iteration 2F: 3 clusters Score -4588014 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -4588975.000000 Penalty: 5224.488281
	Iteration 3F: 3 clusters Score -4588975 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -4590124.500000 Penalty: 5224.488281
	Iteration 4F: 3 clusters Score -4590124 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -4591630.000000 Penalty: 5224.488281
	Iteration 5F: 3 clusters Score -4591630 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -4593252.500000 Penalty: 5224.488281
	Iteration 6F: 3 clusters Score -4593252 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -4594908.000000 Penalty: 5224.488281
	Iteration 7F: 3 clusters Score -4594908 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -4596213.000000 Penalty: 5224.488281
	Iteration 8F: 3 clusters Score -4596213 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -4597375.500000 Penalty: 5224.488281
	Iteration 9Q: 3 clusters Score -4597376 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -4598268.500000 Penalty: 5224.488281
	Iteration 10Q: 3 clusters Score -4598268 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -4599026.000000 Penalty: 5224.488281
	Iteration 11Q: 3 clusters Score -4599026 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -4599576.000000 Penalty: 5224.488281
	Iteration 12Q: 3 clusters Score -4599576 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -4599984.000000 Penalty: 5224.488281
	Iteration 13Q: 3 clusters Score -4599984 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -4600301.500000 Penalty: 5224.488281
	Iteration 14Q: 3 clusters Score -4600302 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -4600499.000000 Penalty: 5224.488281
	Iteration 15Q: 3 clusters Score -4600499 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -4600661.000000 Penalty: 5224.488281
	Iteration 16Q: 3 clusters Score -4600661 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -4600783.000000 Penalty: 5224.488281
	Iteration 17Q: 3 clusters Score -4600783 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -4600847.000000 Penalty: 5224.488281
	Iteration 18Q: 3 clusters Score -4600847 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -4600888.500000 Penalty: 5224.488281
	Iteration 19Q: 3 clusters Score -4600888 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -4600920.500000 Penalty: 5224.488281
	Iteration 20F: 3 clusters Score -4600920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -4600941.000000 Penalty: 5224.488281
	Iteration 21Q: 3 clusters Score -4600941 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -4600968.000000 Penalty: 5224.488281
	Iteration 22Q: 3 clusters Score -4600968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -4600989.500000 Penalty: 5224.488281
	Iteration 23Q: 3 clusters Score -4600990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -4601011.000000 Penalty: 5224.488281
	Iteration 24Q: 3 clusters Score -4601011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -4601021.000000 Penalty: 5224.488281
	Iteration 25Q: 3 clusters Score -4601021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -4601033.000000 Penalty: 5224.488281
	Iteration 26Q: 3 clusters Score -4601033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -4601045.000000 Penalty: 5224.488281
	Iteration 27Q: 3 clusters Score -4601045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -4601055.000000 Penalty: 5224.488281
	Iteration 28Q: 3 clusters Score -4601055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -4601057.500000 Penalty: 5224.488281
	Iteration 29Q: 3 clusters Score -4601058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -4601065.500000 Penalty: 5224.488281
	Iteration 30Q: 3 clusters Score -4601066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -4601073.000000 Penalty: 5224.488281
	Iteration 31Q: 3 clusters Score -4601073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -4601085.500000 Penalty: 5224.488281
	Iteration 32Q: 3 clusters Score -4601086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -4601088.500000 Penalty: 5224.488281
	Iteration 33Q: 3 clusters Score -4601088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -4601092.500000 Penalty: 5224.488281
	Iteration 34Q: 3 clusters Score -4601092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -4601086.000000 Penalty: 5224.488281
	Iteration 35Q: 3 clusters Score -4601086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -4601089.000000 Penalty: 5224.488281
	Iteration 36Q: 3 clusters Score -4601089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -4601091.000000 Penalty: 5224.488281
	Iteration 37Q: 3 clusters Score -4601091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -4601096.500000 Penalty: 5224.488281
	Iteration 38Q: 3 clusters Score -4601096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -4601093.000000 Penalty: 5224.488281
	Iteration 39Q: 3 clusters Score -4601093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -4601097.000000 Penalty: 5224.488281
	Iteration 40F: 3 clusters Score -4601097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -4601100.500000 Penalty: 5224.488281
	Iteration 41Q: 3 clusters Score -4601100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -4601101.500000 Penalty: 5224.488281
	Iteration 42Q: 3 clusters Score -4601102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -4601101.500000 Penalty: 5224.488281
	Iteration 43F: 3 clusters Score -4601102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Entering Unmasked Estep 
Score: -901916.312500 Penalty: 2227.862061
	Iteration 0F: 2 clusters Score -901916.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -895596.000000 Penalty: 4455.724121
	Iteration 0F: 3 clusters Score -895596 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -897371.687500 Penalty: 4455.724121
	Iteration 1F: 3 clusters Score -897371.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -897665.937500 Penalty: 4455.724121
	Iteration 2F: 3 clusters Score -897665.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -897868.062500 Penalty: 4455.724121
	Iteration 3Q: 3 clusters Score -897868.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -898012.375000 Penalty: 4455.724121
	Iteration 4Q: 3 clusters Score -898012.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -898125.375000 Penalty: 4455.724121
	Iteration 5Q: 3 clusters Score -898125.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -898242.937500 Penalty: 4455.724121
	Iteration 6Q: 3 clusters Score -898242.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -898348.000000 Penalty: 4455.724121
	Iteration 7Q: 3 clusters Score -898348 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -898450.687500 Penalty: 4455.724121
	Iteration 8Q: 3 clusters Score -898450.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -898538.375000 Penalty: 4455.724121
	Iteration 9Q: 3 clusters Score -898538.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -898615.750000 Penalty: 4455.724121
	Iteration 10Q: 3 clusters Score -898615.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -898685.250000 Penalty: 4455.724121
	Iteration 11Q: 3 clusters Score -898685.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -898746.125000 Penalty: 4455.724121
	Iteration 12Q: 3 clusters Score -898746.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -898811.250000 Penalty: 4455.724121
	Iteration 13Q: 3 clusters Score -898811.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -898876.250000 Penalty: 4455.724121
	Iteration 14Q: 3 clusters Score -898876.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -898947.437500 Penalty: 4455.724121
	Iteration 15Q: 3 clusters Score -898947.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -899016.437500 Penalty: 4455.724121
	Iteration 16Q: 3 clusters Score -899016.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -899101.312500 Penalty: 4455.724121
	Iteration 17Q: 3 clusters Score -899101.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -899177.437500 Penalty: 4455.724121
	Iteration 18Q: 3 clusters Score -899177.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -899255.187500 Penalty: 4455.724121
	Iteration 19Q: 3 clusters Score -899255.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -899322.750000 Penalty: 4455.724121
	Iteration 20F: 3 clusters Score -899322.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -899387.062500 Penalty: 4455.724121
	Iteration 21Q: 3 clusters Score -899387.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -899455.687500 Penalty: 4455.724121
	Iteration 22Q: 3 clusters Score -899455.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -899514.937500 Penalty: 4455.724121
	Iteration 23Q: 3 clusters Score -899514.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -899570.437500 Penalty: 4455.724121
	Iteration 24Q: 3 clusters Score -899570.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -899624.937500 Penalty: 4455.724121
	Iteration 25Q: 3 clusters Score -899624.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -899670.062500 Penalty: 4455.724121
	Iteration 26Q: 3 clusters Score -899670.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -899708.312500 Penalty: 4455.724121
	Iteration 27Q: 3 clusters Score -899708.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -899739.312500 Penalty: 4455.724121
	Iteration 28Q: 3 clusters Score -899739.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -899774.500000 Penalty: 4455.724121
	Iteration 29Q: 3 clusters Score -899774.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -899804.437500 Penalty: 4455.724121
	Iteration 30Q: 3 clusters Score -899804.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -899827.000000 Penalty: 4455.724121
	Iteration 31Q: 3 clusters Score -899827 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -899852.187500 Penalty: 4455.724121
	Iteration 32Q: 3 clusters Score -899852.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -899879.500000 Penalty: 4455.724121
	Iteration 33Q: 3 clusters Score -899879.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -899906.250000 Penalty: 4455.724121
	Iteration 34Q: 3 clusters Score -899906.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -899933.250000 Penalty: 4455.724121
	Iteration 35Q: 3 clusters Score -899933.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -899955.125000 Penalty: 4455.724121
	Iteration 36Q: 3 clusters Score -899955.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -899968.937500 Penalty: 4455.724121
	Iteration 37Q: 3 clusters Score -899968.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -899989.062500 Penalty: 4455.724121
	Iteration 38Q: 3 clusters Score -899989.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -900010.500000 Penalty: 4455.724121
	Iteration 39Q: 3 clusters Score -900010.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -900021.500000 Penalty: 4455.724121
	Iteration 40F: 3 clusters Score -900021.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -900025.437500 Penalty: 4455.724121
	Iteration 41Q: 3 clusters Score -900025.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -900037.500000 Penalty: 4455.724121
	Iteration 42Q: 3 clusters Score -900037.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -900043.812500 Penalty: 4455.724121
	Iteration 43Q: 3 clusters Score -900043.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -900049.062500 Penalty: 4455.724121
	Iteration 44Q: 3 clusters Score -900049.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -900059.875000 Penalty: 4455.724121
	Iteration 45Q: 3 clusters Score -900059.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -900063.812500 Penalty: 4455.724121
	Iteration 46Q: 3 clusters Score -900063.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -900068.000000 Penalty: 4455.724121
	Iteration 47Q: 3 clusters Score -900068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -900069.812500 Penalty: 4455.724121
	Iteration 48Q: 3 clusters Score -900069.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -900069.812500 Penalty: 4455.724121
	Iteration 49Q: 3 clusters Score -900069.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -900071.375000 Penalty: 4455.724121
	Iteration 50Q: 3 clusters Score -900071.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -900071.937500 Penalty: 4455.724121
	Iteration 51Q: 3 clusters Score -900071.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -900071.375000 Penalty: 4455.724121
	Iteration 52Q: 3 clusters Score -900071.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -900075.437500 Penalty: 4455.724121
	Iteration 53Q: 3 clusters Score -900075.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -900076.937500 Penalty: 4455.724121
	Iteration 54Q: 3 clusters Score -900076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -900075.625000 Penalty: 4455.724121
	Iteration 55Q: 3 clusters Score -900075.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -900080.875000 Penalty: 4455.724121
	Iteration 56Q: 3 clusters Score -900080.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -900082.812500 Penalty: 4455.724121
	Iteration 57Q: 3 clusters Score -900082.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -900083.375000 Penalty: 4455.724121
	Iteration 58Q: 3 clusters Score -900083.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -900084.687500 Penalty: 4455.724121
	Iteration 59Q: 3 clusters Score -900084.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -900085.500000 Penalty: 4455.724121
	Iteration 60F: 3 clusters Score -900085.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -900085.875000 Penalty: 4455.724121
	Iteration 61Q: 3 clusters Score -900085.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -900085.875000 Penalty: 4455.724121
	Iteration 62F: 3 clusters Score -900085.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (159631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159631 members 
Entering Unmasked Estep 
Score: -19644684.000000 Penalty: 2971.193848
	Iteration 0F: 2 clusters Score -1.964468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79738 members 
Mstep: Class 2 contains 79893 members 
Entering Unmasked Estep 
Score: -19538556.000000 Penalty: 5942.387695
	Iteration 0F: 3 clusters Score -1.953856e+07 nChanged 76421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80383 members 
Mstep: Class 2 contains 79248 members 
Entering Unmasked Estep 
Score: -19584110.000000 Penalty: 5942.387695
	Iteration 1F: 3 clusters Score -1.958411e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81541 members 
Mstep: Class 2 contains 78090 members 
Entering Unmasked Estep 
Score: -19587118.000000 Penalty: 5942.387695
	Iteration 2Q: 3 clusters Score -1.958712e+07 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83610 members 
Mstep: Class 2 contains 76021 members 
Entering Unmasked Estep 
Score: -19591646.000000 Penalty: 5942.387695
	Iteration 3F: 3 clusters Score -1.959165e+07 nChanged 10435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86795 members 
Mstep: Class 2 contains 72836 members 
Entering Unmasked Estep 
Score: -19598552.000000 Penalty: 5942.387695
	Iteration 4F: 3 clusters Score -1.959855e+07 nChanged 12006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90915 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
Score: -19606982.000000 Penalty: 5942.387695
	Iteration 5F: 3 clusters Score -1.960698e+07 nChanged 12112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95057 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
Score: -19615682.000000 Penalty: 5942.387695
	Iteration 6F: 3 clusters Score -1.961568e+07 nChanged 10692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98403 members 
Mstep: Class 2 contains 61228 members 
Entering Unmasked Estep 
Score: -19623052.000000 Penalty: 5942.387695
	Iteration 7F: 3 clusters Score -1.962305e+07 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100814 members 
Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -19628802.000000 Penalty: 5942.387695
	Iteration 8F: 3 clusters Score -1.96288e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102645 members 
Mstep: Class 2 contains 56986 members 
Entering Unmasked Estep 
Score: -19632358.000000 Penalty: 5942.387695
	Iteration 9Q: 3 clusters Score -1.963236e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104199 members 
Mstep: Class 2 contains 55432 members 
Entering Unmasked Estep 
Score: -19634304.000000 Penalty: 5942.387695
	Iteration 10Q: 3 clusters Score -1.96343e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105575 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -19634998.000000 Penalty: 5942.387695
	Iteration 11Q: 3 clusters Score -1.9635e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106812 members 
Mstep: Class 2 contains 52819 members 
Entering Unmasked Estep 
Score: -19635502.000000 Penalty: 5942.387695
	Iteration 12Q: 3 clusters Score -1.96355e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108020 members 
Mstep: Class 2 contains 51611 members 
Entering Unmasked Estep 
Score: -19635850.000000 Penalty: 5942.387695
	Iteration 13Q: 3 clusters Score -1.963585e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109163 members 
Mstep: Class 2 contains 50468 members 
Entering Unmasked Estep 
Score: -19636108.000000 Penalty: 5942.387695
	Iteration 14Q: 3 clusters Score -1.963611e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110315 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -19636344.000000 Penalty: 5942.387695
	Iteration 15Q: 3 clusters Score -1.963634e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111452 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -19636482.000000 Penalty: 5942.387695
	Iteration 16Q: 3 clusters Score -1.963648e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112580 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -19636666.000000 Penalty: 5942.387695
	Iteration 17Q: 3 clusters Score -1.963667e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113734 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -19636806.000000 Penalty: 5942.387695
	Iteration 18Q: 3 clusters Score -1.963681e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114875 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -19636942.000000 Penalty: 5942.387695
	Iteration 19Q: 3 clusters Score -1.963694e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116032 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -19637128.000000 Penalty: 5942.387695
	Iteration 20F: 3 clusters Score -1.963713e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117217 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -19637302.000000 Penalty: 5942.387695
	Iteration 21Q: 3 clusters Score -1.96373e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118350 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -19637412.000000 Penalty: 5942.387695
	Iteration 22Q: 3 clusters Score -1.963741e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119472 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -19637576.000000 Penalty: 5942.387695
	Iteration 23Q: 3 clusters Score -1.963758e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120580 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -19637782.000000 Penalty: 5942.387695
	Iteration 24Q: 3 clusters Score -1.963778e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121721 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -19638008.000000 Penalty: 5942.387695
	Iteration 25Q: 3 clusters Score -1.963801e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122859 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -19638186.000000 Penalty: 5942.387695
	Iteration 26Q: 3 clusters Score -1.963819e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124015 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -19638328.000000 Penalty: 5942.387695
	Iteration 27Q: 3 clusters Score -1.963833e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125157 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -19638438.000000 Penalty: 5942.387695
	Iteration 28Q: 3 clusters Score -1.963844e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126310 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -19638656.000000 Penalty: 5942.387695
	Iteration 29Q: 3 clusters Score -1.963866e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127408 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -19638790.000000 Penalty: 5942.387695
	Iteration 30Q: 3 clusters Score -1.963879e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128434 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -19639028.000000 Penalty: 5942.387695
	Iteration 31Q: 3 clusters Score -1.963903e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129411 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -19639152.000000 Penalty: 5942.387695
	Iteration 32Q: 3 clusters Score -1.963915e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130343 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -19639238.000000 Penalty: 5942.387695
	Iteration 33Q: 3 clusters Score -1.963924e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131260 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -19639416.000000 Penalty: 5942.387695
	Iteration 34Q: 3 clusters Score -1.963942e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132180 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -19639598.000000 Penalty: 5942.387695
	Iteration 35Q: 3 clusters Score -1.96396e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133106 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -19639832.000000 Penalty: 5942.387695
	Iteration 36Q: 3 clusters Score -1.963983e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134023 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -19640108.000000 Penalty: 5942.387695
	Iteration 37Q: 3 clusters Score -1.964011e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134961 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -19640274.000000 Penalty: 5942.387695
	Iteration 38Q: 3 clusters Score -1.964027e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135833 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -19640374.000000 Penalty: 5942.387695
	Iteration 39Q: 3 clusters Score -1.964037e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136708 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -19640492.000000 Penalty: 5942.387695
	Iteration 40F: 3 clusters Score -1.964049e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137569 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -19640664.000000 Penalty: 5942.387695
	Iteration 41Q: 3 clusters Score -1.964066e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138408 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -19640906.000000 Penalty: 5942.387695
	Iteration 42Q: 3 clusters Score -1.964091e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139239 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -19640988.000000 Penalty: 5942.387695
	Iteration 43Q: 3 clusters Score -1.964099e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140038 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -19641128.000000 Penalty: 5942.387695
	Iteration 44Q: 3 clusters Score -1.964113e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140806 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -19641236.000000 Penalty: 5942.387695
	Iteration 45Q: 3 clusters Score -1.964124e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141541 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -19641322.000000 Penalty: 5942.387695
	Iteration 46Q: 3 clusters Score -1.964132e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142229 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -19641440.000000 Penalty: 5942.387695
	Iteration 47Q: 3 clusters Score -1.964144e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142887 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -19641528.000000 Penalty: 5942.387695
	Iteration 48Q: 3 clusters Score -1.964153e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143501 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -19641626.000000 Penalty: 5942.387695
	Iteration 49Q: 3 clusters Score -1.964163e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144113 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -19641812.000000 Penalty: 5942.387695
	Iteration 50Q: 3 clusters Score -1.964181e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144720 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -19641954.000000 Penalty: 5942.387695
	Iteration 51Q: 3 clusters Score -1.964195e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145315 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -19642132.000000 Penalty: 5942.387695
	Iteration 52Q: 3 clusters Score -1.964213e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145889 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -19642166.000000 Penalty: 5942.387695
	Iteration 53Q: 3 clusters Score -1.964217e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146440 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -19642256.000000 Penalty: 5942.387695
	Iteration 54Q: 3 clusters Score -1.964226e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146987 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -19642336.000000 Penalty: 5942.387695
	Iteration 55Q: 3 clusters Score -1.964234e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147481 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -19642404.000000 Penalty: 5942.387695
	Iteration 56Q: 3 clusters Score -1.96424e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147957 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -19642446.000000 Penalty: 5942.387695
	Iteration 57Q: 3 clusters Score -1.964245e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148386 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -19642522.000000 Penalty: 5942.387695
	Iteration 58Q: 3 clusters Score -1.964252e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148794 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -19642604.000000 Penalty: 5942.387695
	Iteration 59Q: 3 clusters Score -1.96426e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149162 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -19642638.000000 Penalty: 5942.387695
	Iteration 60F: 3 clusters Score -1.964264e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149509 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -19642672.000000 Penalty: 5942.387695
	Iteration 61Q: 3 clusters Score -1.964267e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149844 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -19642774.000000 Penalty: 5942.387695
	Iteration 62Q: 3 clusters Score -1.964277e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150152 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -19642792.000000 Penalty: 5942.387695
	Iteration 63Q: 3 clusters Score -1.964279e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150437 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -19642788.000000 Penalty: 5942.387695
	Iteration 64Q: 3 clusters Score -1.964279e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150710 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -19642872.000000 Penalty: 5942.387695
	Iteration 65Q: 3 clusters Score -1.964287e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150968 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -19642922.000000 Penalty: 5942.387695
	Iteration 66Q: 3 clusters Score -1.964292e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151204 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -19642958.000000 Penalty: 5942.387695
	Iteration 67Q: 3 clusters Score -1.964296e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151416 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -19642978.000000 Penalty: 5942.387695
	Iteration 68Q: 3 clusters Score -1.964298e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151615 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -19643052.000000 Penalty: 5942.387695
	Iteration 69Q: 3 clusters Score -1.964305e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151796 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -19643114.000000 Penalty: 5942.387695
	Iteration 70Q: 3 clusters Score -1.964311e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151975 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -19643142.000000 Penalty: 5942.387695
	Iteration 71Q: 3 clusters Score -1.964314e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152173 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -19643228.000000 Penalty: 5942.387695
	Iteration 72Q: 3 clusters Score -1.964323e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152366 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -19643240.000000 Penalty: 5942.387695
	Iteration 73Q: 3 clusters Score -1.964324e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152564 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -19643228.000000 Penalty: 5942.387695
	Iteration 74Q: 3 clusters Score -1.964323e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152739 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -19643250.000000 Penalty: 5942.387695
	Iteration 75Q: 3 clusters Score -1.964325e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152924 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -19643278.000000 Penalty: 5942.387695
	Iteration 76Q: 3 clusters Score -1.964328e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153103 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -19643284.000000 Penalty: 5942.387695
	Iteration 77Q: 3 clusters Score -1.964328e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153277 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -19643264.000000 Penalty: 5942.387695
	Iteration 78Q: 3 clusters Score -1.964326e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153456 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -19643276.000000 Penalty: 5942.387695
	Iteration 79Q: 3 clusters Score -1.964328e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153604 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -19643328.000000 Penalty: 5942.387695
	Iteration 80F: 3 clusters Score -1.964333e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153727 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -19643300.000000 Penalty: 5942.387695
	Iteration 81Q: 3 clusters Score -1.96433e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153829 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -19643244.000000 Penalty: 5942.387695
	Iteration 82Q: 3 clusters Score -1.964324e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153921 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -19643258.000000 Penalty: 5942.387695
	Iteration 83Q: 3 clusters Score -1.964326e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154006 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -19643278.000000 Penalty: 5942.387695
	Iteration 84Q: 3 clusters Score -1.964328e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154099 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -19643262.000000 Penalty: 5942.387695
	Iteration 85Q: 3 clusters Score -1.964326e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154183 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -19643270.000000 Penalty: 5942.387695
	Iteration 86Q: 3 clusters Score -1.964327e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154279 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -19643274.000000 Penalty: 5942.387695
	Iteration 87Q: 3 clusters Score -1.964327e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154358 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -19643258.000000 Penalty: 5942.387695
	Iteration 88Q: 3 clusters Score -1.964326e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154437 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -19643270.000000 Penalty: 5942.387695
	Iteration 89Q: 3 clusters Score -1.964327e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154508 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -19643278.000000 Penalty: 5942.387695
	Iteration 90Q: 3 clusters Score -1.964328e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154572 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -19643258.000000 Penalty: 5942.387695
	Iteration 91Q: 3 clusters Score -1.964326e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154639 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -19643296.000000 Penalty: 5942.387695
	Iteration 92Q: 3 clusters Score -1.96433e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154697 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -19643310.000000 Penalty: 5942.387695
	Iteration 93Q: 3 clusters Score -1.964331e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154755 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -19643334.000000 Penalty: 5942.387695
	Iteration 94Q: 3 clusters Score -1.964333e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154804 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -19643318.000000 Penalty: 5942.387695
	Iteration 95Q: 3 clusters Score -1.964332e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154861 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -19643328.000000 Penalty: 5942.387695
	Iteration 96Q: 3 clusters Score -1.964333e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154916 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -19643282.000000 Penalty: 5942.387695
	Iteration 97Q: 3 clusters Score -1.964328e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154959 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -19643282.000000 Penalty: 5942.387695
	Iteration 98Q: 3 clusters Score -1.964328e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155008 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -19643308.000000 Penalty: 5942.387695
	Iteration 99Q: 3 clusters Score -1.964331e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155050 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -19643330.000000 Penalty: 5942.387695
	Iteration 100F: 3 clusters Score -1.964333e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155083 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -19643336.000000 Penalty: 5942.387695
	Iteration 101Q: 3 clusters Score -1.964334e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155113 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -19643340.000000 Penalty: 5942.387695
	Iteration 102Q: 3 clusters Score -1.964334e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155143 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -19643352.000000 Penalty: 5942.387695
	Iteration 103Q: 3 clusters Score -1.964335e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155173 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -19643352.000000 Penalty: 5942.387695
	Iteration 104Q: 3 clusters Score -1.964335e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155202 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -19643340.000000 Penalty: 5942.387695
	Iteration 105Q: 3 clusters Score -1.964334e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155226 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -19643324.000000 Penalty: 5942.387695
	Iteration 106Q: 3 clusters Score -1.964332e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155243 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -19643338.000000 Penalty: 5942.387695
	Iteration 107Q: 3 clusters Score -1.964334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155254 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -19643338.000000 Penalty: 5942.387695
	Iteration 108Q: 3 clusters Score -1.964334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155262 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -19643348.000000 Penalty: 5942.387695
	Iteration 109Q: 3 clusters Score -1.964335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155270 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -19643338.000000 Penalty: 5942.387695
	Iteration 110Q: 3 clusters Score -1.964334e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155288 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -19643348.000000 Penalty: 5942.387695
	Iteration 111Q: 3 clusters Score -1.964335e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155302 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -19643328.000000 Penalty: 5942.387695
	Iteration 112Q: 3 clusters Score -1.964333e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155319 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -19643332.000000 Penalty: 5942.387695
	Iteration 113Q: 3 clusters Score -1.964333e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155335 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -19643330.000000 Penalty: 5942.387695
	Iteration 114Q: 3 clusters Score -1.964333e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155349 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -19643298.000000 Penalty: 5942.387695
	Iteration 115Q: 3 clusters Score -1.96433e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155367 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -19643312.000000 Penalty: 5942.387695
	Iteration 116Q: 3 clusters Score -1.964331e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155378 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -19643312.000000 Penalty: 5942.387695
	Iteration 117Q: 3 clusters Score -1.964331e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155385 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -19643304.000000 Penalty: 5942.387695
	Iteration 118Q: 3 clusters Score -1.96433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155393 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -19643292.000000 Penalty: 5942.387695
	Iteration 119Q: 3 clusters Score -1.964329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155402 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -19643296.000000 Penalty: 5942.387695
	Iteration 120F: 3 clusters Score -1.96433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155416 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -19643312.000000 Penalty: 5942.387695
	Iteration 121Q: 3 clusters Score -1.964331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155430 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -19643306.000000 Penalty: 5942.387695
	Iteration 122Q: 3 clusters Score -1.964331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155440 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -19643282.000000 Penalty: 5942.387695
	Iteration 123Q: 3 clusters Score -1.964328e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155449 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -19643288.000000 Penalty: 5942.387695
	Iteration 124Q: 3 clusters Score -1.964329e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155462 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -19643296.000000 Penalty: 5942.387695
	Iteration 125Q: 3 clusters Score -1.96433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155468 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -19643296.000000 Penalty: 5942.387695
	Iteration 126Q: 3 clusters Score -1.96433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155474 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -19643292.000000 Penalty: 5942.387695
	Iteration 127Q: 3 clusters Score -1.964329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155476 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -19643298.000000 Penalty: 5942.387695
	Iteration 128Q: 3 clusters Score -1.96433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155481 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -19643282.000000 Penalty: 5942.387695
	Iteration 129Q: 3 clusters Score -1.964328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155486 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -19643288.000000 Penalty: 5942.387695
	Iteration 130Q: 3 clusters Score -1.964329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155493 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -19643288.000000 Penalty: 5942.387695
	Iteration 131Q: 3 clusters Score -1.964329e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155503 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -19643280.000000 Penalty: 5942.387695
	Iteration 132Q: 3 clusters Score -1.964328e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155518 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -19643278.000000 Penalty: 5942.387695
	Iteration 133Q: 3 clusters Score -1.964328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155529 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -19643296.000000 Penalty: 5942.387695
	Iteration 134Q: 3 clusters Score -1.96433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155539 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -19643298.000000 Penalty: 5942.387695
	Iteration 135Q: 3 clusters Score -1.96433e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155547 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -19643306.000000 Penalty: 5942.387695
	Iteration 136Q: 3 clusters Score -1.964331e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155556 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -19643312.000000 Penalty: 5942.387695
	Iteration 137Q: 3 clusters Score -1.964331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155563 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -19643312.000000 Penalty: 5942.387695
	Iteration 138Q: 3 clusters Score -1.964331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155565 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -19643328.000000 Penalty: 5942.387695
	Iteration 139Q: 3 clusters Score -1.964333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155569 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -19643322.000000 Penalty: 5942.387695
	Iteration 140F: 3 clusters Score -1.964332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155573 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -19643326.000000 Penalty: 5942.387695
	Iteration 141Q: 3 clusters Score -1.964333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155575 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -19643314.000000 Penalty: 5942.387695
	Iteration 142Q: 3 clusters Score -1.964331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155576 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -19643318.000000 Penalty: 5942.387695
	Iteration 143Q: 3 clusters Score -1.964332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155575 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -19643320.000000 Penalty: 5942.387695
	Iteration 144Q: 3 clusters Score -1.964332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155575 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -19643320.000000 Penalty: 5942.387695
	Iteration 145F: 3 clusters Score -1.964332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Entering Unmasked Estep 
Score: -1057083.000000 Penalty: 2259.655518
	Iteration 0F: 2 clusters Score -1057083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1050024.750000 Penalty: 4519.311035
	Iteration 0F: 3 clusters Score -1050025 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1052012.750000 Penalty: 4519.311035
	Iteration 1F: 3 clusters Score -1052013 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1052315.875000 Penalty: 4519.311035
	Iteration 2F: 3 clusters Score -1052316 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1052574.500000 Penalty: 4519.311035
	Iteration 3F: 3 clusters Score -1052574 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1052771.250000 Penalty: 4519.311035
	Iteration 4Q: 3 clusters Score -1052771 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1052928.500000 Penalty: 4519.311035
	Iteration 5Q: 3 clusters Score -1052928 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1053059.000000 Penalty: 4519.311035
	Iteration 6Q: 3 clusters Score -1053059 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1053200.875000 Penalty: 4519.311035
	Iteration 7Q: 3 clusters Score -1053201 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1053338.750000 Penalty: 4519.311035
	Iteration 8Q: 3 clusters Score -1053339 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1053463.250000 Penalty: 4519.311035
	Iteration 9Q: 3 clusters Score -1053463 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1053596.250000 Penalty: 4519.311035
	Iteration 10Q: 3 clusters Score -1053596 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1053716.375000 Penalty: 4519.311035
	Iteration 11Q: 3 clusters Score -1053716 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1053848.250000 Penalty: 4519.311035
	Iteration 12Q: 3 clusters Score -1053848 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1053983.000000 Penalty: 4519.311035
	Iteration 13Q: 3 clusters Score -1053983 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1054114.625000 Penalty: 4519.311035
	Iteration 14Q: 3 clusters Score -1054115 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1054261.625000 Penalty: 4519.311035
	Iteration 15Q: 3 clusters Score -1054262 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1054399.125000 Penalty: 4519.311035
	Iteration 16Q: 3 clusters Score -1054399 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1054537.000000 Penalty: 4519.311035
	Iteration 17Q: 3 clusters Score -1054537 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1054655.250000 Penalty: 4519.311035
	Iteration 18Q: 3 clusters Score -1054655 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1054767.375000 Penalty: 4519.311035
	Iteration 19Q: 3 clusters Score -1054767 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1054859.875000 Penalty: 4519.311035
	Iteration 20F: 3 clusters Score -1054860 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1054943.375000 Penalty: 4519.311035
	Iteration 21Q: 3 clusters Score -1054943 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1055041.250000 Penalty: 4519.311035
	Iteration 22Q: 3 clusters Score -1055041 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1055118.125000 Penalty: 4519.311035
	Iteration 23Q: 3 clusters Score -1055118 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1055154.375000 Penalty: 4519.311035
	Iteration 24Q: 3 clusters Score -1055154 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1055186.250000 Penalty: 4519.311035
	Iteration 25Q: 3 clusters Score -1055186 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1055218.375000 Penalty: 4519.311035
	Iteration 26Q: 3 clusters Score -1055218 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1055256.625000 Penalty: 4519.311035
	Iteration 27Q: 3 clusters Score -1055257 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1055301.125000 Penalty: 4519.311035
	Iteration 28Q: 3 clusters Score -1055301 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1055336.250000 Penalty: 4519.311035
	Iteration 29Q: 3 clusters Score -1055336 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1055366.250000 Penalty: 4519.311035
	Iteration 30Q: 3 clusters Score -1055366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1055390.250000 Penalty: 4519.311035
	Iteration 31Q: 3 clusters Score -1055390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1055399.500000 Penalty: 4519.311035
	Iteration 32Q: 3 clusters Score -1055400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1055408.375000 Penalty: 4519.311035
	Iteration 33Q: 3 clusters Score -1055408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1055413.875000 Penalty: 4519.311035
	Iteration 34Q: 3 clusters Score -1055414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1055420.125000 Penalty: 4519.311035
	Iteration 35Q: 3 clusters Score -1055420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1055425.375000 Penalty: 4519.311035
	Iteration 36Q: 3 clusters Score -1055425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1055429.375000 Penalty: 4519.311035
	Iteration 37Q: 3 clusters Score -1055429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1055434.500000 Penalty: 4519.311035
	Iteration 38Q: 3 clusters Score -1055434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1055439.375000 Penalty: 4519.311035
	Iteration 39Q: 3 clusters Score -1055439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1055440.500000 Penalty: 4519.311035
	Iteration 40F: 3 clusters Score -1055440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1055442.000000 Penalty: 4519.311035
	Iteration 41Q: 3 clusters Score -1055442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1055444.750000 Penalty: 4519.311035
	Iteration 42Q: 3 clusters Score -1055445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1055443.875000 Penalty: 4519.311035
	Iteration 43Q: 3 clusters Score -1055444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1055445.750000 Penalty: 4519.311035
	Iteration 44Q: 3 clusters Score -1055446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1055444.750000 Penalty: 4519.311035
	Iteration 45Q: 3 clusters Score -1055445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1055446.625000 Penalty: 4519.311035
	Iteration 46Q: 3 clusters Score -1055447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1055446.625000 Penalty: 4519.311035
	Iteration 47Q: 3 clusters Score -1055447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1055446.625000 Penalty: 4519.311035
	Iteration 48F: 3 clusters Score -1055447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (102495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102495 members 
Entering Unmasked Estep 
Score: -12512518.000000 Penalty: 2861.317139
	Iteration 0F: 2 clusters Score -1.251252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -12443994.000000 Penalty: 5722.634277
	Iteration 0F: 3 clusters Score -1.244399e+07 nChanged 48591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51580 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -12471611.000000 Penalty: 5722.634277
	Iteration 1F: 3 clusters Score -1.247161e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -12472874.000000 Penalty: 5722.634277
	Iteration 2Q: 3 clusters Score -1.247287e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -12474657.000000 Penalty: 5722.634277
	Iteration 3Q: 3 clusters Score -1.247466e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 50983 members 
Entering Unmasked Estep 
Score: -12476872.000000 Penalty: 5722.634277
	Iteration 4Q: 3 clusters Score -1.247687e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51496 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -12479516.000000 Penalty: 5722.634277
	Iteration 5F: 3 clusters Score -1.247952e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -12482122.000000 Penalty: 5722.634277
	Iteration 6F: 3 clusters Score -1.248212e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52075 members 
Mstep: Class 2 contains 50420 members 
Entering Unmasked Estep 
Score: -12484466.000000 Penalty: 5722.634277
	Iteration 7F: 3 clusters Score -1.248447e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -12486280.000000 Penalty: 5722.634277
	Iteration 8Q: 3 clusters Score -1.248628e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53882 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -12487733.000000 Penalty: 5722.634277
	Iteration 9Q: 3 clusters Score -1.248773e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55252 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -12488828.000000 Penalty: 5722.634277
	Iteration 10Q: 3 clusters Score -1.248883e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57000 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -12489731.000000 Penalty: 5722.634277
	Iteration 11Q: 3 clusters Score -1.248973e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -12490634.000000 Penalty: 5722.634277
	Iteration 12Q: 3 clusters Score -1.249063e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61593 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -12491605.000000 Penalty: 5722.634277
	Iteration 13Q: 3 clusters Score -1.24916e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64550 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -12492918.000000 Penalty: 5722.634277
	Iteration 14Q: 3 clusters Score -1.249292e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67953 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -12494635.000000 Penalty: 5722.634277
	Iteration 15Q: 3 clusters Score -1.249464e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71512 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -12496637.000000 Penalty: 5722.634277
	Iteration 16Q: 3 clusters Score -1.249664e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74842 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -12498675.000000 Penalty: 5722.634277
	Iteration 17Q: 3 clusters Score -1.249868e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77624 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -12500503.000000 Penalty: 5722.634277
	Iteration 18Q: 3 clusters Score -1.25005e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79815 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -12502003.000000 Penalty: 5722.634277
	Iteration 19Q: 3 clusters Score -1.2502e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81517 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -12503220.000000 Penalty: 5722.634277
	Iteration 20F: 3 clusters Score -1.250322e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82817 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -12504092.000000 Penalty: 5722.634277
	Iteration 21Q: 3 clusters Score -1.250409e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83763 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -12504524.000000 Penalty: 5722.634277
	Iteration 22Q: 3 clusters Score -1.250452e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84504 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -12504830.000000 Penalty: 5722.634277
	Iteration 23Q: 3 clusters Score -1.250483e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85130 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -12505059.000000 Penalty: 5722.634277
	Iteration 24Q: 3 clusters Score -1.250506e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85663 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -12505243.000000 Penalty: 5722.634277
	Iteration 25Q: 3 clusters Score -1.250524e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86172 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -12505365.000000 Penalty: 5722.634277
	Iteration 26Q: 3 clusters Score -1.250536e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86620 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -12505475.000000 Penalty: 5722.634277
	Iteration 27Q: 3 clusters Score -1.250548e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87048 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -12505522.000000 Penalty: 5722.634277
	Iteration 28Q: 3 clusters Score -1.250552e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87483 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -12505642.000000 Penalty: 5722.634277
	Iteration 29Q: 3 clusters Score -1.250564e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87938 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -12505770.000000 Penalty: 5722.634277
	Iteration 30Q: 3 clusters Score -1.250577e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88393 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -12505891.000000 Penalty: 5722.634277
	Iteration 31Q: 3 clusters Score -1.250589e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88887 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -12506039.000000 Penalty: 5722.634277
	Iteration 32Q: 3 clusters Score -1.250604e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89403 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -12506129.000000 Penalty: 5722.634277
	Iteration 33Q: 3 clusters Score -1.250613e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89979 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -12506398.000000 Penalty: 5722.634277
	Iteration 34Q: 3 clusters Score -1.25064e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90626 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -12506595.000000 Penalty: 5722.634277
	Iteration 35Q: 3 clusters Score -1.25066e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91315 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -12506906.000000 Penalty: 5722.634277
	Iteration 36Q: 3 clusters Score -1.250691e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91979 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -12507317.000000 Penalty: 5722.634277
	Iteration 37Q: 3 clusters Score -1.250732e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92681 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -12507721.000000 Penalty: 5722.634277
	Iteration 38Q: 3 clusters Score -1.250772e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93368 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -12508176.000000 Penalty: 5722.634277
	Iteration 39Q: 3 clusters Score -1.250818e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94011 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -12508570.000000 Penalty: 5722.634277
	Iteration 40F: 3 clusters Score -1.250857e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94561 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -12508993.000000 Penalty: 5722.634277
	Iteration 41Q: 3 clusters Score -1.250899e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95050 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -12509386.000000 Penalty: 5722.634277
	Iteration 42Q: 3 clusters Score -1.250939e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95414 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -12509730.000000 Penalty: 5722.634277
	Iteration 43Q: 3 clusters Score -1.250973e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95737 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -12509958.000000 Penalty: 5722.634277
	Iteration 44Q: 3 clusters Score -1.250996e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95988 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -12510127.000000 Penalty: 5722.634277
	Iteration 45Q: 3 clusters Score -1.251013e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96195 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -12510228.000000 Penalty: 5722.634277
	Iteration 46Q: 3 clusters Score -1.251023e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96354 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -12510300.000000 Penalty: 5722.634277
	Iteration 47Q: 3 clusters Score -1.25103e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96479 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -12510348.000000 Penalty: 5722.634277
	Iteration 48Q: 3 clusters Score -1.251035e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96562 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -12510371.000000 Penalty: 5722.634277
	Iteration 49Q: 3 clusters Score -1.251037e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96646 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -12510399.000000 Penalty: 5722.634277
	Iteration 50Q: 3 clusters Score -1.25104e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96715 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -12510383.000000 Penalty: 5722.634277
	Iteration 51Q: 3 clusters Score -1.251038e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96761 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -12510388.000000 Penalty: 5722.634277
	Iteration 52Q: 3 clusters Score -1.251039e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96798 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -12510393.000000 Penalty: 5722.634277
	Iteration 53Q: 3 clusters Score -1.251039e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96839 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -12510391.000000 Penalty: 5722.634277
	Iteration 54Q: 3 clusters Score -1.251039e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96868 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -12510402.000000 Penalty: 5722.634277
	Iteration 55Q: 3 clusters Score -1.25104e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96898 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -12510418.000000 Penalty: 5722.634277
	Iteration 56Q: 3 clusters Score -1.251042e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96927 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -12510402.000000 Penalty: 5722.634277
	Iteration 57Q: 3 clusters Score -1.25104e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96944 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -12510404.000000 Penalty: 5722.634277
	Iteration 58Q: 3 clusters Score -1.25104e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96962 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -12510383.000000 Penalty: 5722.634277
	Iteration 59Q: 3 clusters Score -1.251038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96972 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -12510402.000000 Penalty: 5722.634277
	Iteration 60F: 3 clusters Score -1.25104e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96981 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -12510392.000000 Penalty: 5722.634277
	Iteration 61Q: 3 clusters Score -1.251039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96990 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -12510388.000000 Penalty: 5722.634277
	Iteration 62Q: 3 clusters Score -1.251039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96997 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -12510399.000000 Penalty: 5722.634277
	Iteration 63Q: 3 clusters Score -1.25104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97001 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -12510413.000000 Penalty: 5722.634277
	Iteration 64Q: 3 clusters Score -1.251041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97005 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -12510411.000000 Penalty: 5722.634277
	Iteration 65Q: 3 clusters Score -1.251041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97010 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -12510418.000000 Penalty: 5722.634277
	Iteration 66Q: 3 clusters Score -1.251042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97013 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -12510411.000000 Penalty: 5722.634277
	Iteration 67Q: 3 clusters Score -1.251041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97015 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -12510406.000000 Penalty: 5722.634277
	Iteration 68Q: 3 clusters Score -1.251041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97017 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -12510405.000000 Penalty: 5722.634277
	Iteration 69Q: 3 clusters Score -1.25104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97018 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -12510407.000000 Penalty: 5722.634277
	Iteration 70Q: 3 clusters Score -1.251041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97020 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -12510411.000000 Penalty: 5722.634277
	Iteration 71Q: 3 clusters Score -1.251041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97021 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -12510407.000000 Penalty: 5722.634277
	Iteration 72Q: 3 clusters Score -1.251041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97023 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -12510406.000000 Penalty: 5722.634277
	Iteration 73Q: 3 clusters Score -1.251041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97025 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -12510411.000000 Penalty: 5722.634277
	Iteration 74Q: 3 clusters Score -1.251041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97024 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -12510415.000000 Penalty: 5722.634277
	Iteration 75Q: 3 clusters Score -1.251042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97023 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -12510420.000000 Penalty: 5722.634277
	Iteration 76Q: 3 clusters Score -1.251042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97024 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -12510423.000000 Penalty: 5722.634277
	Iteration 77Q: 3 clusters Score -1.251042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97025 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -12510421.000000 Penalty: 5722.634277
	Iteration 78Q: 3 clusters Score -1.251042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97030 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -12510415.000000 Penalty: 5722.634277
	Iteration 79Q: 3 clusters Score -1.251042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97034 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -12510419.000000 Penalty: 5722.634277
	Iteration 80F: 3 clusters Score -1.251042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97040 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -12510420.000000 Penalty: 5722.634277
	Iteration 81Q: 3 clusters Score -1.251042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97041 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -12510408.000000 Penalty: 5722.634277
	Iteration 82Q: 3 clusters Score -1.251041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97045 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -12510409.000000 Penalty: 5722.634277
	Iteration 83Q: 3 clusters Score -1.251041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97051 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -12510408.000000 Penalty: 5722.634277
	Iteration 84Q: 3 clusters Score -1.251041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97056 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -12510407.000000 Penalty: 5722.634277
	Iteration 85Q: 3 clusters Score -1.251041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97064 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -12510410.000000 Penalty: 5722.634277
	Iteration 86Q: 3 clusters Score -1.251041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97065 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -12510403.000000 Penalty: 5722.634277
	Iteration 87Q: 3 clusters Score -1.25104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97066 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -12510405.000000 Penalty: 5722.634277
	Iteration 88Q: 3 clusters Score -1.25104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97066 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -12510405.000000 Penalty: 5722.634277
	Iteration 89F: 3 clusters Score -1.25104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Entering Unmasked Estep 
Score: -3222899.750000 Penalty: 2523.929443
	Iteration 0F: 2 clusters Score -3222900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -3204801.250000 Penalty: 5047.858887
	Iteration 0F: 3 clusters Score -3204801 nChanged 11720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -3211160.000000 Penalty: 5047.858887
	Iteration 1F: 3 clusters Score -3211160 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -3211683.250000 Penalty: 5047.858887
	Iteration 2F: 3 clusters Score -3211683 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -3212222.750000 Penalty: 5047.858887
	Iteration 3F: 3 clusters Score -3212223 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -3212828.250000 Penalty: 5047.858887
	Iteration 4Q: 3 clusters Score -3212828 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -3213533.750000 Penalty: 5047.858887
	Iteration 5F: 3 clusters Score -3213534 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -3214531.500000 Penalty: 5047.858887
	Iteration 6F: 3 clusters Score -3214532 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -3215743.500000 Penalty: 5047.858887
	Iteration 7F: 3 clusters Score -3215744 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -3217109.000000 Penalty: 5047.858887
	Iteration 8F: 3 clusters Score -3217109 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -3218359.250000 Penalty: 5047.858887
	Iteration 9F: 3 clusters Score -3218359 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -3219292.000000 Penalty: 5047.858887
	Iteration 10Q: 3 clusters Score -3219292 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -3219799.500000 Penalty: 5047.858887
	Iteration 11Q: 3 clusters Score -3219800 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -3220139.500000 Penalty: 5047.858887
	Iteration 12Q: 3 clusters Score -3220140 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -3220356.000000 Penalty: 5047.858887
	Iteration 13Q: 3 clusters Score -3220356 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -3220469.750000 Penalty: 5047.858887
	Iteration 14Q: 3 clusters Score -3220470 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -3220541.000000 Penalty: 5047.858887
	Iteration 15Q: 3 clusters Score -3220541 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -3220621.500000 Penalty: 5047.858887
	Iteration 16Q: 3 clusters Score -3220622 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -3220673.750000 Penalty: 5047.858887
	Iteration 17Q: 3 clusters Score -3220674 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -3220694.500000 Penalty: 5047.858887
	Iteration 18Q: 3 clusters Score -3220694 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -3220717.500000 Penalty: 5047.858887
	Iteration 19Q: 3 clusters Score -3220718 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -3220738.250000 Penalty: 5047.858887
	Iteration 20F: 3 clusters Score -3220738 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3220750.750000 Penalty: 5047.858887
	Iteration 21Q: 3 clusters Score -3220751 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -3220761.750000 Penalty: 5047.858887
	Iteration 22Q: 3 clusters Score -3220762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -3220783.250000 Penalty: 5047.858887
	Iteration 23Q: 3 clusters Score -3220783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -3220794.000000 Penalty: 5047.858887
	Iteration 24Q: 3 clusters Score -3220794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -3220794.750000 Penalty: 5047.858887
	Iteration 25Q: 3 clusters Score -3220795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -3220799.250000 Penalty: 5047.858887
	Iteration 26Q: 3 clusters Score -3220799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -3220797.500000 Penalty: 5047.858887
	Iteration 27Q: 3 clusters Score -3220798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -3220801.500000 Penalty: 5047.858887
	Iteration 28Q: 3 clusters Score -3220802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -3220803.750000 Penalty: 5047.858887
	Iteration 29Q: 3 clusters Score -3220804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -3220805.750000 Penalty: 5047.858887
	Iteration 30Q: 3 clusters Score -3220806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -3220806.500000 Penalty: 5047.858887
	Iteration 31Q: 3 clusters Score -3220806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -3220805.500000 Penalty: 5047.858887
	Iteration 32Q: 3 clusters Score -3220806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -3220803.000000 Penalty: 5047.858887
	Iteration 33Q: 3 clusters Score -3220803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -3220811.750000 Penalty: 5047.858887
	Iteration 34Q: 3 clusters Score -3220812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -3220821.750000 Penalty: 5047.858887
	Iteration 35Q: 3 clusters Score -3220822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -3220819.000000 Penalty: 5047.858887
	Iteration 36Q: 3 clusters Score -3220819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -3220817.250000 Penalty: 5047.858887
	Iteration 37Q: 3 clusters Score -3220817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -3220823.250000 Penalty: 5047.858887
	Iteration 38Q: 3 clusters Score -3220823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -3220827.750000 Penalty: 5047.858887
	Iteration 39Q: 3 clusters Score -3220828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -3220830.500000 Penalty: 5047.858887
	Iteration 40F: 3 clusters Score -3220830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -3220834.000000 Penalty: 5047.858887
	Iteration 41Q: 3 clusters Score -3220834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -3220836.250000 Penalty: 5047.858887
	Iteration 42Q: 3 clusters Score -3220836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3220839.250000 Penalty: 5047.858887
	Iteration 43Q: 3 clusters Score -3220839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -3220840.500000 Penalty: 5047.858887
	Iteration 44Q: 3 clusters Score -3220840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -3220837.750000 Penalty: 5047.858887
	Iteration 45Q: 3 clusters Score -3220838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -3220845.750000 Penalty: 5047.858887
	Iteration 46Q: 3 clusters Score -3220846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -3220845.500000 Penalty: 5047.858887
	Iteration 47Q: 3 clusters Score -3220846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -3220845.000000 Penalty: 5047.858887
	Iteration 48Q: 3 clusters Score -3220845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -3220842.250000 Penalty: 5047.858887
	Iteration 49Q: 3 clusters Score -3220842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -3220843.000000 Penalty: 5047.858887
	Iteration 50Q: 3 clusters Score -3220843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -3220841.750000 Penalty: 5047.858887
	Iteration 51Q: 3 clusters Score -3220842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -3220845.750000 Penalty: 5047.858887
	Iteration 52Q: 3 clusters Score -3220846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -3220846.250000 Penalty: 5047.858887
	Iteration 53Q: 3 clusters Score -3220846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -3220843.500000 Penalty: 5047.858887
	Iteration 54Q: 3 clusters Score -3220844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -3220843.250000 Penalty: 5047.858887
	Iteration 55Q: 3 clusters Score -3220843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -3220848.750000 Penalty: 5047.858887
	Iteration 56Q: 3 clusters Score -3220849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -3220848.750000 Penalty: 5047.858887
	Iteration 57Q: 3 clusters Score -3220849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -3220852.500000 Penalty: 5047.858887
	Iteration 58Q: 3 clusters Score -3220852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -3220855.500000 Penalty: 5047.858887
	Iteration 59Q: 3 clusters Score -3220856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -3220853.000000 Penalty: 5047.858887
	Iteration 60F: 3 clusters Score -3220853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -3220855.750000 Penalty: 5047.858887
	Iteration 61Q: 3 clusters Score -3220856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -3220859.000000 Penalty: 5047.858887
	Iteration 62Q: 3 clusters Score -3220859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -3220852.750000 Penalty: 5047.858887
	Iteration 63Q: 3 clusters Score -3220853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -3220856.250000 Penalty: 5047.858887
	Iteration 64Q: 3 clusters Score -3220856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -3220852.250000 Penalty: 5047.858887
	Iteration 65Q: 3 clusters Score -3220852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -3220852.250000 Penalty: 5047.858887
	Iteration 66F: 3 clusters Score -3220852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Entering Unmasked Estep 
Score: -3286658.000000 Penalty: 2546.211914
	Iteration 0F: 2 clusters Score -3286658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -3266848.250000 Penalty: 5092.423828
	Iteration 0F: 3 clusters Score -3266848 nChanged 12996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -3274324.750000 Penalty: 5092.423828
	Iteration 1F: 3 clusters Score -3274325 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3275115.000000 Penalty: 5092.423828
	Iteration 2F: 3 clusters Score -3275115 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -3275878.750000 Penalty: 5092.423828
	Iteration 3F: 3 clusters Score -3275879 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -3276728.000000 Penalty: 5092.423828
	Iteration 4F: 3 clusters Score -3276728 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -3277635.000000 Penalty: 5092.423828
	Iteration 5F: 3 clusters Score -3277635 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -3278546.500000 Penalty: 5092.423828
	Iteration 6F: 3 clusters Score -3278546 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -3279456.500000 Penalty: 5092.423828
	Iteration 7F: 3 clusters Score -3279456 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -3280433.000000 Penalty: 5092.423828
	Iteration 8Q: 3 clusters Score -3280433 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -3281345.750000 Penalty: 5092.423828
	Iteration 9Q: 3 clusters Score -3281346 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -3282208.500000 Penalty: 5092.423828
	Iteration 10Q: 3 clusters Score -3282208 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -3282859.750000 Penalty: 5092.423828
	Iteration 11Q: 3 clusters Score -3282860 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -3283369.750000 Penalty: 5092.423828
	Iteration 12Q: 3 clusters Score -3283370 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -3283751.750000 Penalty: 5092.423828
	Iteration 13Q: 3 clusters Score -3283752 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -3284035.750000 Penalty: 5092.423828
	Iteration 14Q: 3 clusters Score -3284036 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -3284262.500000 Penalty: 5092.423828
	Iteration 15Q: 3 clusters Score -3284262 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -3284395.250000 Penalty: 5092.423828
	Iteration 16Q: 3 clusters Score -3284395 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3284511.500000 Penalty: 5092.423828
	Iteration 17Q: 3 clusters Score -3284512 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -3284632.750000 Penalty: 5092.423828
	Iteration 18Q: 3 clusters Score -3284633 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -3284734.500000 Penalty: 5092.423828
	Iteration 19Q: 3 clusters Score -3284734 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -3284846.250000 Penalty: 5092.423828
	Iteration 20F: 3 clusters Score -3284846 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -3284944.000000 Penalty: 5092.423828
	Iteration 21Q: 3 clusters Score -3284944 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -3285064.000000 Penalty: 5092.423828
	Iteration 22Q: 3 clusters Score -3285064 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -3285163.750000 Penalty: 5092.423828
	Iteration 23Q: 3 clusters Score -3285164 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -3285269.000000 Penalty: 5092.423828
	Iteration 24Q: 3 clusters Score -3285269 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -3285367.250000 Penalty: 5092.423828
	Iteration 25Q: 3 clusters Score -3285367 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -3285466.500000 Penalty: 5092.423828
	Iteration 26Q: 3 clusters Score -3285466 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3285601.750000 Penalty: 5092.423828
	Iteration 27Q: 3 clusters Score -3285602 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -3285768.750000 Penalty: 5092.423828
	Iteration 28Q: 3 clusters Score -3285769 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -3285910.500000 Penalty: 5092.423828
	Iteration 29Q: 3 clusters Score -3285910 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -3286000.000000 Penalty: 5092.423828
	Iteration 30Q: 3 clusters Score -3286000 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -3286057.000000 Penalty: 5092.423828
	Iteration 31Q: 3 clusters Score -3286057 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -3286093.250000 Penalty: 5092.423828
	Iteration 32Q: 3 clusters Score -3286093 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -3286122.250000 Penalty: 5092.423828
	Iteration 33Q: 3 clusters Score -3286122 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -3286138.250000 Penalty: 5092.423828
	Iteration 34Q: 3 clusters Score -3286138 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -3286153.750000 Penalty: 5092.423828
	Iteration 35Q: 3 clusters Score -3286154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -3286165.250000 Penalty: 5092.423828
	Iteration 36Q: 3 clusters Score -3286165 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -3286174.750000 Penalty: 5092.423828
	Iteration 37Q: 3 clusters Score -3286175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -3286176.250000 Penalty: 5092.423828
	Iteration 38Q: 3 clusters Score -3286176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -3286170.750000 Penalty: 5092.423828
	Iteration 39Q: 3 clusters Score -3286171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -3286179.250000 Penalty: 5092.423828
	Iteration 40F: 3 clusters Score -3286179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -3286182.000000 Penalty: 5092.423828
	Iteration 41Q: 3 clusters Score -3286182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -3286180.250000 Penalty: 5092.423828
	Iteration 42Q: 3 clusters Score -3286180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -3286173.250000 Penalty: 5092.423828
	Iteration 43Q: 3 clusters Score -3286173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -3286178.250000 Penalty: 5092.423828
	Iteration 44Q: 3 clusters Score -3286178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -3286175.500000 Penalty: 5092.423828
	Iteration 45Q: 3 clusters Score -3286176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -3286178.250000 Penalty: 5092.423828
	Iteration 46Q: 3 clusters Score -3286178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -3286178.250000 Penalty: 5092.423828
	Iteration 47F: 3 clusters Score -3286178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -201656.281250 Penalty: 1875.287109
	Iteration 0F: 2 clusters Score -201656.3 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 954 members 
Entering Unmasked Estep 
Score: -199220.062500 Penalty: 3750.574219
	Iteration 0F: 3 clusters Score -199220.1 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -200428.437500 Penalty: 3750.574219
	Iteration 1F: 3 clusters Score -200428.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -201803.968750 Penalty: 3750.574219
	Iteration 2F: 3 clusters Score -201804 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -203019.828125 Penalty: 3750.574219
	Iteration 3F: 3 clusters Score -203019.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -203998.687500 Penalty: 3750.574219
	Iteration 4F: 3 clusters Score -203998.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -204585.265625 Penalty: 3750.574219
	Iteration 5Q: 3 clusters Score -204585.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -205414.609375 Penalty: 3750.574219
	Iteration 6Q: 3 clusters Score -205414.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -207038.843750 Penalty: 3750.574219
	Iteration 7Q: 3 clusters Score -207038.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -207062.375000 Penalty: 3750.574219
	Iteration 8Q: 3 clusters Score -207062.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -207068.734375 Penalty: 3750.574219
	Iteration 9Q: 3 clusters Score -207068.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -207068.921875 Penalty: 3750.574219
	Iteration 10Q: 3 clusters Score -207068.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -207068.921875 Penalty: 3750.574219
	Iteration 11F: 3 clusters Score -207068.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 168480 members 
Mstep: Class 2 contains 62293 members 
Mstep: Class 3 contains 19127 members 
Mstep: Class 4 contains 30993 members 
Mstep: Class 5 contains 11316 members 
Mstep: Class 6 contains 8748 members 
Mstep: Class 7 contains 546 members 
Mstep: Class 8 contains 5044 members 
Mstep: Class 9 contains 19507 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 7969 members 
Mstep: Class 12 contains 159631 members 
Mstep: Class 13 contains 9059 members 
Mstep: Class 14 contains 102495 members 
Mstep: Class 15 contains 26295 members 
Mstep: Class 16 contains 28767 members 
Mstep: Class 17 contains 457 members 
Mstep: Class 18 contains 118737 members 
Mstep: Class 19 contains 21935 members 
Mstep: Class 20 contains 8807 members 
Mstep: Class 21 contains 231375 members 
Mstep: Class 22 contains 55514 members 
Mstep: Class 23 contains 25892 members 
Mstep: Class 24 contains 165125 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 4768 members 
Mstep: Class 27 contains 1466 members 
Entering Unmasked Estep 
Score: -158455600.000000 Penalty: 94431.562500
Splitting cluster 17 changes total score from -158447824.000000 to -158455600.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (118737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118737 members 
Entering Unmasked Estep 
Score: -14542643.000000 Penalty: 2897.797363
	Iteration 0F: 2 clusters Score -1.454264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58923 members 
Mstep: Class 2 contains 59814 members 
Entering Unmasked Estep 
Score: -14463280.000000 Penalty: 5795.594727
	Iteration 0F: 3 clusters Score -1.446328e+07 nChanged 56310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 66406 members 
Entering Unmasked Estep 
Score: -14497218.000000 Penalty: 5795.594727
	Iteration 1F: 3 clusters Score -1.449722e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 71083 members 
Entering Unmasked Estep 
Score: -14500728.000000 Penalty: 5795.594727
	Iteration 2F: 3 clusters Score -1.450073e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 77420 members 
Entering Unmasked Estep 
Score: -14505601.000000 Penalty: 5795.594727
	Iteration 3F: 3 clusters Score -1.45056e+07 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 84989 members 
Entering Unmasked Estep 
Score: -14512253.000000 Penalty: 5795.594727
	Iteration 4F: 3 clusters Score -1.451225e+07 nChanged 9131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 92872 members 
Entering Unmasked Estep 
Score: -14519246.000000 Penalty: 5795.594727
	Iteration 5F: 3 clusters Score -1.451925e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 100345 members 
Entering Unmasked Estep 
Score: -14525410.000000 Penalty: 5795.594727
	Iteration 6F: 3 clusters Score -1.452541e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 106585 members 
Entering Unmasked Estep 
Score: -14530546.000000 Penalty: 5795.594727
	Iteration 7F: 3 clusters Score -1.453055e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 111401 members 
Entering Unmasked Estep 
Score: -14534510.000000 Penalty: 5795.594727
	Iteration 8Q: 3 clusters Score -1.453451e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 114580 members 
Entering Unmasked Estep 
Score: -14537127.000000 Penalty: 5795.594727
	Iteration 9Q: 3 clusters Score -1.453713e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 116450 members 
Entering Unmasked Estep 
Score: -14538641.000000 Penalty: 5795.594727
	Iteration 10Q: 3 clusters Score -1.453864e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 117420 members 
Entering Unmasked Estep 
Score: -14539408.000000 Penalty: 5795.594727
	Iteration 11Q: 3 clusters Score -1.453941e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 117863 members 
Entering Unmasked Estep 
Score: -14539752.000000 Penalty: 5795.594727
	Iteration 12Q: 3 clusters Score -1.453975e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 118052 members 
Entering Unmasked Estep 
Score: -14539957.000000 Penalty: 5795.594727
	Iteration 13Q: 3 clusters Score -1.453996e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 118144 members 
Entering Unmasked Estep 
Score: -14540058.000000 Penalty: 5795.594727
	Iteration 14Q: 3 clusters Score -1.454006e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 118199 members 
Entering Unmasked Estep 
Score: -14540098.000000 Penalty: 5795.594727
	Iteration 15Q: 3 clusters Score -1.45401e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 118234 members 
Entering Unmasked Estep 
Score: -14540164.000000 Penalty: 5795.594727
	Iteration 16Q: 3 clusters Score -1.454016e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 118269 members 
Entering Unmasked Estep 
Score: -14540200.000000 Penalty: 5795.594727
	Iteration 17Q: 3 clusters Score -1.45402e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 118290 members 
Entering Unmasked Estep 
Score: -14540201.000000 Penalty: 5795.594727
	Iteration 18Q: 3 clusters Score -1.45402e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 118299 members 
Entering Unmasked Estep 
Score: -14540230.000000 Penalty: 5795.594727
	Iteration 19Q: 3 clusters Score -1.454023e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 118310 members 
Entering Unmasked Estep 
Score: -14540255.000000 Penalty: 5795.594727
	Iteration 20F: 3 clusters Score -1.454026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 118315 members 
Entering Unmasked Estep 
Score: -14540266.000000 Penalty: 5795.594727
	Iteration 21Q: 3 clusters Score -1.454027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 118323 members 
Entering Unmasked Estep 
Score: -14540287.000000 Penalty: 5795.594727
	Iteration 22Q: 3 clusters Score -1.454029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 118325 members 
Entering Unmasked Estep 
Score: -14540291.000000 Penalty: 5795.594727
	Iteration 23Q: 3 clusters Score -1.454029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 118327 members 
Entering Unmasked Estep 
Score: -14540294.000000 Penalty: 5795.594727
	Iteration 24Q: 3 clusters Score -1.454029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 118326 members 
Entering Unmasked Estep 
Score: -14540299.000000 Penalty: 5795.594727
	Iteration 25Q: 3 clusters Score -1.45403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 118326 members 
Entering Unmasked Estep 
Score: -14540299.000000 Penalty: 5795.594727
	Iteration 26F: 3 clusters Score -1.45403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Entering Unmasked Estep 
Score: -2660925.250000 Penalty: 2478.968018
	Iteration 0F: 2 clusters Score -2660925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2645674.750000 Penalty: 4957.936035
	Iteration 0F: 3 clusters Score -2645675 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2651146.250000 Penalty: 4957.936035
	Iteration 1F: 3 clusters Score -2651146 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2651749.500000 Penalty: 4957.936035
	Iteration 2F: 3 clusters Score -2651750 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2652323.000000 Penalty: 4957.936035
	Iteration 3F: 3 clusters Score -2652323 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2652903.000000 Penalty: 4957.936035
	Iteration 4F: 3 clusters Score -2652903 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2653415.750000 Penalty: 4957.936035
	Iteration 5Q: 3 clusters Score -2653416 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2653861.000000 Penalty: 4957.936035
	Iteration 6Q: 3 clusters Score -2653861 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2654344.500000 Penalty: 4957.936035
	Iteration 7Q: 3 clusters Score -2654344 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2654837.500000 Penalty: 4957.936035
	Iteration 8Q: 3 clusters Score -2654838 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2655309.750000 Penalty: 4957.936035
	Iteration 9Q: 3 clusters Score -2655310 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2655723.500000 Penalty: 4957.936035
	Iteration 10Q: 3 clusters Score -2655724 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2656023.250000 Penalty: 4957.936035
	Iteration 11Q: 3 clusters Score -2656023 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2656259.000000 Penalty: 4957.936035
	Iteration 12Q: 3 clusters Score -2656259 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2656423.000000 Penalty: 4957.936035
	Iteration 13Q: 3 clusters Score -2656423 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2656577.000000 Penalty: 4957.936035
	Iteration 14Q: 3 clusters Score -2656577 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2656708.250000 Penalty: 4957.936035
	Iteration 15Q: 3 clusters Score -2656708 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2656806.000000 Penalty: 4957.936035
	Iteration 16Q: 3 clusters Score -2656806 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2656899.250000 Penalty: 4957.936035
	Iteration 17Q: 3 clusters Score -2656899 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2656990.750000 Penalty: 4957.936035
	Iteration 18Q: 3 clusters Score -2656991 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2657080.500000 Penalty: 4957.936035
	Iteration 19Q: 3 clusters Score -2657080 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2657187.250000 Penalty: 4957.936035
	Iteration 20F: 3 clusters Score -2657187 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2657286.000000 Penalty: 4957.936035
	Iteration 21Q: 3 clusters Score -2657286 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2657379.250000 Penalty: 4957.936035
	Iteration 22Q: 3 clusters Score -2657379 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2657447.000000 Penalty: 4957.936035
	Iteration 23Q: 3 clusters Score -2657447 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2657553.500000 Penalty: 4957.936035
	Iteration 24Q: 3 clusters Score -2657554 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2657657.250000 Penalty: 4957.936035
	Iteration 25Q: 3 clusters Score -2657657 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2657787.000000 Penalty: 4957.936035
	Iteration 26Q: 3 clusters Score -2657787 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2657893.000000 Penalty: 4957.936035
	Iteration 27Q: 3 clusters Score -2657893 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2657980.000000 Penalty: 4957.936035
	Iteration 28Q: 3 clusters Score -2657980 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2658056.750000 Penalty: 4957.936035
	Iteration 29Q: 3 clusters Score -2658057 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2658125.750000 Penalty: 4957.936035
	Iteration 30Q: 3 clusters Score -2658126 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2658178.750000 Penalty: 4957.936035
	Iteration 31Q: 3 clusters Score -2658179 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2658221.000000 Penalty: 4957.936035
	Iteration 32Q: 3 clusters Score -2658221 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2658275.250000 Penalty: 4957.936035
	Iteration 33Q: 3 clusters Score -2658275 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2658332.750000 Penalty: 4957.936035
	Iteration 34Q: 3 clusters Score -2658333 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2658386.500000 Penalty: 4957.936035
	Iteration 35Q: 3 clusters Score -2658386 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2658448.000000 Penalty: 4957.936035
	Iteration 36Q: 3 clusters Score -2658448 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2658495.000000 Penalty: 4957.936035
	Iteration 37Q: 3 clusters Score -2658495 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2658532.000000 Penalty: 4957.936035
	Iteration 38Q: 3 clusters Score -2658532 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -2658580.750000 Penalty: 4957.936035
	Iteration 39Q: 3 clusters Score -2658581 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -2658615.500000 Penalty: 4957.936035
	Iteration 40F: 3 clusters Score -2658616 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2658650.500000 Penalty: 4957.936035
	Iteration 41Q: 3 clusters Score -2658650 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2658685.500000 Penalty: 4957.936035
	Iteration 42Q: 3 clusters Score -2658686 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2658703.500000 Penalty: 4957.936035
	Iteration 43Q: 3 clusters Score -2658704 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2658728.000000 Penalty: 4957.936035
	Iteration 44Q: 3 clusters Score -2658728 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -2658745.250000 Penalty: 4957.936035
	Iteration 45Q: 3 clusters Score -2658745 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2658763.750000 Penalty: 4957.936035
	Iteration 46Q: 3 clusters Score -2658764 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2658776.250000 Penalty: 4957.936035
	Iteration 47Q: 3 clusters Score -2658776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2658794.500000 Penalty: 4957.936035
	Iteration 48Q: 3 clusters Score -2658794 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -2658806.750000 Penalty: 4957.936035
	Iteration 49Q: 3 clusters Score -2658807 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2658818.250000 Penalty: 4957.936035
	Iteration 50Q: 3 clusters Score -2658818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -2658818.000000 Penalty: 4957.936035
	Iteration 51Q: 3 clusters Score -2658818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2658826.750000 Penalty: 4957.936035
	Iteration 52Q: 3 clusters Score -2658827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -2658832.250000 Penalty: 4957.936035
	Iteration 53Q: 3 clusters Score -2658832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2658846.000000 Penalty: 4957.936035
	Iteration 54Q: 3 clusters Score -2658846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2658854.500000 Penalty: 4957.936035
	Iteration 55Q: 3 clusters Score -2658854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2658857.000000 Penalty: 4957.936035
	Iteration 56Q: 3 clusters Score -2658857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2658864.250000 Penalty: 4957.936035
	Iteration 57Q: 3 clusters Score -2658864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2658873.500000 Penalty: 4957.936035
	Iteration 58Q: 3 clusters Score -2658874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -2658892.500000 Penalty: 4957.936035
	Iteration 59Q: 3 clusters Score -2658892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2658899.250000 Penalty: 4957.936035
	Iteration 60F: 3 clusters Score -2658899 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2658905.250000 Penalty: 4957.936035
	Iteration 61Q: 3 clusters Score -2658905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2658917.250000 Penalty: 4957.936035
	Iteration 62Q: 3 clusters Score -2658917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -2658922.500000 Penalty: 4957.936035
	Iteration 63Q: 3 clusters Score -2658922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2658920.750000 Penalty: 4957.936035
	Iteration 64Q: 3 clusters Score -2658921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2658924.500000 Penalty: 4957.936035
	Iteration 65Q: 3 clusters Score -2658924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -2658923.000000 Penalty: 4957.936035
	Iteration 66Q: 3 clusters Score -2658923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2658926.250000 Penalty: 4957.936035
	Iteration 67Q: 3 clusters Score -2658926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -2658929.000000 Penalty: 4957.936035
	Iteration 68Q: 3 clusters Score -2658929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2658931.750000 Penalty: 4957.936035
	Iteration 69Q: 3 clusters Score -2658932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2658936.500000 Penalty: 4957.936035
	Iteration 70Q: 3 clusters Score -2658936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -2658943.750000 Penalty: 4957.936035
	Iteration 71Q: 3 clusters Score -2658944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2658949.000000 Penalty: 4957.936035
	Iteration 72Q: 3 clusters Score -2658949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -2658945.500000 Penalty: 4957.936035
	Iteration 73Q: 3 clusters Score -2658946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2658948.250000 Penalty: 4957.936035
	Iteration 74Q: 3 clusters Score -2658948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -2658948.500000 Penalty: 4957.936035
	Iteration 75Q: 3 clusters Score -2658948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -2658950.750000 Penalty: 4957.936035
	Iteration 76Q: 3 clusters Score -2658951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -2658951.250000 Penalty: 4957.936035
	Iteration 77Q: 3 clusters Score -2658951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2658955.500000 Penalty: 4957.936035
	Iteration 78Q: 3 clusters Score -2658956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2658958.000000 Penalty: 4957.936035
	Iteration 79Q: 3 clusters Score -2658958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2658958.000000 Penalty: 4957.936035
	Iteration 80F: 3 clusters Score -2658958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -2658958.750000 Penalty: 4957.936035
	Iteration 81Q: 3 clusters Score -2658959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2658961.500000 Penalty: 4957.936035
	Iteration 82Q: 3 clusters Score -2658962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2658962.750000 Penalty: 4957.936035
	Iteration 83Q: 3 clusters Score -2658963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2658966.500000 Penalty: 4957.936035
	Iteration 84Q: 3 clusters Score -2658966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2658968.500000 Penalty: 4957.936035
	Iteration 85Q: 3 clusters Score -2658968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -2658969.000000 Penalty: 4957.936035
	Iteration 86Q: 3 clusters Score -2658969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -2658969.000000 Penalty: 4957.936035
	Iteration 87F: 3 clusters Score -2658969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Entering Unmasked Estep 
Score: -1052178.625000 Penalty: 2252.658936
	Iteration 0F: 2 clusters Score -1052179 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 4450 members 
Entering Unmasked Estep 
Score: -1045309.062500 Penalty: 4505.317871
	Iteration 0F: 3 clusters Score -1045309 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1047273.875000 Penalty: 4505.317871
	Iteration 1F: 3 clusters Score -1047274 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1047580.562500 Penalty: 4505.317871
	Iteration 2F: 3 clusters Score -1047581 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1047845.125000 Penalty: 4505.317871
	Iteration 3F: 3 clusters Score -1047845 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1048074.062500 Penalty: 4505.317871
	Iteration 4Q: 3 clusters Score -1048074 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1048298.812500 Penalty: 4505.317871
	Iteration 5Q: 3 clusters Score -1048299 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1048511.187500 Penalty: 4505.317871
	Iteration 6Q: 3 clusters Score -1048511 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1048716.750000 Penalty: 4505.317871
	Iteration 7Q: 3 clusters Score -1048717 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1048931.250000 Penalty: 4505.317871
	Iteration 8Q: 3 clusters Score -1048931 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1049134.500000 Penalty: 4505.317871
	Iteration 9Q: 3 clusters Score -1049134 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1049381.875000 Penalty: 4505.317871
	Iteration 10Q: 3 clusters Score -1049382 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1049665.250000 Penalty: 4505.317871
	Iteration 11Q: 3 clusters Score -1049665 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1049923.750000 Penalty: 4505.317871
	Iteration 12Q: 3 clusters Score -1049924 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1050105.375000 Penalty: 4505.317871
	Iteration 13Q: 3 clusters Score -1050105 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1050233.750000 Penalty: 4505.317871
	Iteration 14Q: 3 clusters Score -1050234 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1050306.375000 Penalty: 4505.317871
	Iteration 15Q: 3 clusters Score -1050306 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1050366.750000 Penalty: 4505.317871
	Iteration 16Q: 3 clusters Score -1050367 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1050409.500000 Penalty: 4505.317871
	Iteration 17Q: 3 clusters Score -1050410 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1050456.250000 Penalty: 4505.317871
	Iteration 18Q: 3 clusters Score -1050456 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1050504.250000 Penalty: 4505.317871
	Iteration 19Q: 3 clusters Score -1050504 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1050583.250000 Penalty: 4505.317871
	Iteration 20F: 3 clusters Score -1050583 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1050675.125000 Penalty: 4505.317871
	Iteration 21Q: 3 clusters Score -1050675 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1050758.125000 Penalty: 4505.317871
	Iteration 22Q: 3 clusters Score -1050758 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1050877.625000 Penalty: 4505.317871
	Iteration 23Q: 3 clusters Score -1050878 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1050967.000000 Penalty: 4505.317871
	Iteration 24Q: 3 clusters Score -1050967 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1051045.375000 Penalty: 4505.317871
	Iteration 25Q: 3 clusters Score -1051045 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1051088.375000 Penalty: 4505.317871
	Iteration 26Q: 3 clusters Score -1051088 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1051117.625000 Penalty: 4505.317871
	Iteration 27Q: 3 clusters Score -1051118 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1051141.500000 Penalty: 4505.317871
	Iteration 28Q: 3 clusters Score -1051142 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1051157.875000 Penalty: 4505.317871
	Iteration 29Q: 3 clusters Score -1051158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1051165.875000 Penalty: 4505.317871
	Iteration 30Q: 3 clusters Score -1051166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1051171.875000 Penalty: 4505.317871
	Iteration 31Q: 3 clusters Score -1051172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1051176.750000 Penalty: 4505.317871
	Iteration 32Q: 3 clusters Score -1051177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1051181.375000 Penalty: 4505.317871
	Iteration 33Q: 3 clusters Score -1051181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1051183.625000 Penalty: 4505.317871
	Iteration 34Q: 3 clusters Score -1051184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1051187.875000 Penalty: 4505.317871
	Iteration 35Q: 3 clusters Score -1051188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1051185.500000 Penalty: 4505.317871
	Iteration 36Q: 3 clusters Score -1051186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1051185.375000 Penalty: 4505.317871
	Iteration 37Q: 3 clusters Score -1051185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1051188.375000 Penalty: 4505.317871
	Iteration 38Q: 3 clusters Score -1051188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1051186.250000 Penalty: 4505.317871
	Iteration 39Q: 3 clusters Score -1051186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1051188.500000 Penalty: 4505.317871
	Iteration 40F: 3 clusters Score -1051188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1051186.875000 Penalty: 4505.317871
	Iteration 41Q: 3 clusters Score -1051187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1051187.875000 Penalty: 4505.317871
	Iteration 42Q: 3 clusters Score -1051188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1051187.875000 Penalty: 4505.317871
	Iteration 43F: 3 clusters Score -1051188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (231375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231375 members 
Entering Unmasked Estep 
Score: -28231472.000000 Penalty: 3063.245117
	Iteration 0F: 2 clusters Score -2.823147e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115759 members 
Mstep: Class 2 contains 115616 members 
Entering Unmasked Estep 
Score: -28079358.000000 Penalty: 6126.490234
	Iteration 0F: 3 clusters Score -2.807936e+07 nChanged 111671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115320 members 
Mstep: Class 2 contains 116055 members 
Entering Unmasked Estep 
Score: -28145116.000000 Penalty: 6126.490234
	Iteration 1F: 3 clusters Score -2.814512e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114748 members 
Mstep: Class 2 contains 116627 members 
Entering Unmasked Estep 
Score: -28146590.000000 Penalty: 6126.490234
	Iteration 2Q: 3 clusters Score -2.814659e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113754 members 
Mstep: Class 2 contains 117621 members 
Entering Unmasked Estep 
Score: -28148002.000000 Penalty: 6126.490234
	Iteration 3Q: 3 clusters Score -2.8148e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112396 members 
Mstep: Class 2 contains 118979 members 
Entering Unmasked Estep 
Score: -28149618.000000 Penalty: 6126.490234
	Iteration 4Q: 3 clusters Score -2.814962e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110413 members 
Mstep: Class 2 contains 120962 members 
Entering Unmasked Estep 
Score: -28151596.000000 Penalty: 6126.490234
	Iteration 5Q: 3 clusters Score -2.81516e+07 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107473 members 
Mstep: Class 2 contains 123902 members 
Entering Unmasked Estep 
Score: -28154022.000000 Penalty: 6126.490234
	Iteration 6Q: 3 clusters Score -2.815402e+07 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103030 members 
Mstep: Class 2 contains 128345 members 
Entering Unmasked Estep 
Score: -28157232.000000 Penalty: 6126.490234
	Iteration 7Q: 3 clusters Score -2.815723e+07 nChanged 10750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96924 members 
Mstep: Class 2 contains 134451 members 
Entering Unmasked Estep 
Score: -28161496.000000 Penalty: 6126.490234
	Iteration 8Q: 3 clusters Score -2.81615e+07 nChanged 11901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88953 members 
Mstep: Class 2 contains 142422 members 
Entering Unmasked Estep 
Score: -28167064.000000 Penalty: 6126.490234
	Iteration 9F: 3 clusters Score -2.816706e+07 nChanged 12786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79135 members 
Mstep: Class 2 contains 152240 members 
Entering Unmasked Estep 
Score: -28174046.000000 Penalty: 6126.490234
	Iteration 10F: 3 clusters Score -2.817405e+07 nChanged 13225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67746 members 
Mstep: Class 2 contains 163629 members 
Entering Unmasked Estep 
Score: -28182148.000000 Penalty: 6126.490234
	Iteration 11F: 3 clusters Score -2.818215e+07 nChanged 13506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 176209 members 
Entering Unmasked Estep 
Score: -28190952.000000 Penalty: 6126.490234
	Iteration 12F: 3 clusters Score -2.819095e+07 nChanged 12937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 188804 members 
Entering Unmasked Estep 
Score: -28200098.000000 Penalty: 6126.490234
	Iteration 13F: 3 clusters Score -2.82001e+07 nChanged 11380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 200088 members 
Entering Unmasked Estep 
Score: -28208134.000000 Penalty: 6126.490234
	Iteration 14Q: 3 clusters Score -2.820813e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 208939 members 
Entering Unmasked Estep 
Score: -28214404.000000 Penalty: 6126.490234
	Iteration 15Q: 3 clusters Score -2.82144e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 215183 members 
Entering Unmasked Estep 
Score: -28218890.000000 Penalty: 6126.490234
	Iteration 16Q: 3 clusters Score -2.821889e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 219495 members 
Entering Unmasked Estep 
Score: -28222102.000000 Penalty: 6126.490234
	Iteration 17Q: 3 clusters Score -2.82221e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 222436 members 
Entering Unmasked Estep 
Score: -28224180.000000 Penalty: 6126.490234
	Iteration 18Q: 3 clusters Score -2.822418e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 224406 members 
Entering Unmasked Estep 
Score: -28225536.000000 Penalty: 6126.490234
	Iteration 19Q: 3 clusters Score -2.822554e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 225775 members 
Entering Unmasked Estep 
Score: -28226510.000000 Penalty: 6126.490234
	Iteration 20F: 3 clusters Score -2.822651e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 226696 members 
Entering Unmasked Estep 
Score: -28227002.000000 Penalty: 6126.490234
	Iteration 21Q: 3 clusters Score -2.8227e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 227366 members 
Entering Unmasked Estep 
Score: -28227424.000000 Penalty: 6126.490234
	Iteration 22Q: 3 clusters Score -2.822742e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 227916 members 
Entering Unmasked Estep 
Score: -28227800.000000 Penalty: 6126.490234
	Iteration 23Q: 3 clusters Score -2.82278e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 228316 members 
Entering Unmasked Estep 
Score: -28227952.000000 Penalty: 6126.490234
	Iteration 24Q: 3 clusters Score -2.822795e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 228600 members 
Entering Unmasked Estep 
Score: -28228118.000000 Penalty: 6126.490234
	Iteration 25Q: 3 clusters Score -2.822812e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 228831 members 
Entering Unmasked Estep 
Score: -28228176.000000 Penalty: 6126.490234
	Iteration 26Q: 3 clusters Score -2.822818e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 229026 members 
Entering Unmasked Estep 
Score: -28228248.000000 Penalty: 6126.490234
	Iteration 27Q: 3 clusters Score -2.822825e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 229183 members 
Entering Unmasked Estep 
Score: -28228362.000000 Penalty: 6126.490234
	Iteration 28Q: 3 clusters Score -2.822836e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 229294 members 
Entering Unmasked Estep 
Score: -28228430.000000 Penalty: 6126.490234
	Iteration 29Q: 3 clusters Score -2.822843e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 229404 members 
Entering Unmasked Estep 
Score: -28228500.000000 Penalty: 6126.490234
	Iteration 30Q: 3 clusters Score -2.82285e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 229504 members 
Entering Unmasked Estep 
Score: -28228562.000000 Penalty: 6126.490234
	Iteration 31Q: 3 clusters Score -2.822856e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 229567 members 
Entering Unmasked Estep 
Score: -28228622.000000 Penalty: 6126.490234
	Iteration 32Q: 3 clusters Score -2.822862e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 229613 members 
Entering Unmasked Estep 
Score: -28228644.000000 Penalty: 6126.490234
	Iteration 33Q: 3 clusters Score -2.822864e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 229670 members 
Entering Unmasked Estep 
Score: -28228686.000000 Penalty: 6126.490234
	Iteration 34Q: 3 clusters Score -2.822869e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 229719 members 
Entering Unmasked Estep 
Score: -28228714.000000 Penalty: 6126.490234
	Iteration 35Q: 3 clusters Score -2.822871e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 229747 members 
Entering Unmasked Estep 
Score: -28228724.000000 Penalty: 6126.490234
	Iteration 36Q: 3 clusters Score -2.822872e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 229776 members 
Entering Unmasked Estep 
Score: -28228772.000000 Penalty: 6126.490234
	Iteration 37Q: 3 clusters Score -2.822877e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 229810 members 
Entering Unmasked Estep 
Score: -28228786.000000 Penalty: 6126.490234
	Iteration 38Q: 3 clusters Score -2.822879e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 229843 members 
Entering Unmasked Estep 
Score: -28228834.000000 Penalty: 6126.490234
	Iteration 39Q: 3 clusters Score -2.822883e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 229870 members 
Entering Unmasked Estep 
Score: -28228854.000000 Penalty: 6126.490234
	Iteration 40F: 3 clusters Score -2.822885e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 229885 members 
Entering Unmasked Estep 
Score: -28228862.000000 Penalty: 6126.490234
	Iteration 41Q: 3 clusters Score -2.822886e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 229901 members 
Entering Unmasked Estep 
Score: -28228888.000000 Penalty: 6126.490234
	Iteration 42Q: 3 clusters Score -2.822889e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 229915 members 
Entering Unmasked Estep 
Score: -28228890.000000 Penalty: 6126.490234
	Iteration 43Q: 3 clusters Score -2.822889e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 229930 members 
Entering Unmasked Estep 
Score: -28228916.000000 Penalty: 6126.490234
	Iteration 44Q: 3 clusters Score -2.822892e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 229940 members 
Entering Unmasked Estep 
Score: -28228910.000000 Penalty: 6126.490234
	Iteration 45Q: 3 clusters Score -2.822891e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 229949 members 
Entering Unmasked Estep 
Score: -28228918.000000 Penalty: 6126.490234
	Iteration 46Q: 3 clusters Score -2.822892e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 229962 members 
Entering Unmasked Estep 
Score: -28228914.000000 Penalty: 6126.490234
	Iteration 47Q: 3 clusters Score -2.822891e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 229971 members 
Entering Unmasked Estep 
Score: -28228924.000000 Penalty: 6126.490234
	Iteration 48Q: 3 clusters Score -2.822892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 229974 members 
Entering Unmasked Estep 
Score: -28228928.000000 Penalty: 6126.490234
	Iteration 49Q: 3 clusters Score -2.822893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 229973 members 
Entering Unmasked Estep 
Score: -28228932.000000 Penalty: 6126.490234
	Iteration 50Q: 3 clusters Score -2.822893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 229975 members 
Entering Unmasked Estep 
Score: -28228934.000000 Penalty: 6126.490234
	Iteration 51Q: 3 clusters Score -2.822893e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 229975 members 
Entering Unmasked Estep 
Score: -28228944.000000 Penalty: 6126.490234
	Iteration 52Q: 3 clusters Score -2.822894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 229976 members 
Entering Unmasked Estep 
Score: -28228954.000000 Penalty: 6126.490234
	Iteration 53Q: 3 clusters Score -2.822895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 229980 members 
Entering Unmasked Estep 
Score: -28228950.000000 Penalty: 6126.490234
	Iteration 54Q: 3 clusters Score -2.822895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 229981 members 
Entering Unmasked Estep 
Score: -28228946.000000 Penalty: 6126.490234
	Iteration 55Q: 3 clusters Score -2.822895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 229982 members 
Entering Unmasked Estep 
Score: -28228928.000000 Penalty: 6126.490234
	Iteration 56Q: 3 clusters Score -2.822893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 229982 members 
Entering Unmasked Estep 
Score: -28228940.000000 Penalty: 6126.490234
	Iteration 57Q: 3 clusters Score -2.822894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 229981 members 
Entering Unmasked Estep 
Score: -28228942.000000 Penalty: 6126.490234
	Iteration 58Q: 3 clusters Score -2.822894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 229981 members 
Entering Unmasked Estep 
Score: -28228934.000000 Penalty: 6126.490234
	Iteration 59Q: 3 clusters Score -2.822893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 229985 members 
Entering Unmasked Estep 
Score: -28228944.000000 Penalty: 6126.490234
	Iteration 60F: 3 clusters Score -2.822894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 229989 members 
Entering Unmasked Estep 
Score: -28228952.000000 Penalty: 6126.490234
	Iteration 61Q: 3 clusters Score -2.822895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 229992 members 
Entering Unmasked Estep 
Score: -28228930.000000 Penalty: 6126.490234
	Iteration 62Q: 3 clusters Score -2.822893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 229993 members 
Entering Unmasked Estep 
Score: -28228936.000000 Penalty: 6126.490234
	Iteration 63Q: 3 clusters Score -2.822894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 229995 members 
Entering Unmasked Estep 
Score: -28228942.000000 Penalty: 6126.490234
	Iteration 64Q: 3 clusters Score -2.822894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 229996 members 
Entering Unmasked Estep 
Score: -28228946.000000 Penalty: 6126.490234
	Iteration 65Q: 3 clusters Score -2.822895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 229994 members 
Entering Unmasked Estep 
Score: -28228954.000000 Penalty: 6126.490234
	Iteration 66Q: 3 clusters Score -2.822895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 229995 members 
Entering Unmasked Estep 
Score: -28228942.000000 Penalty: 6126.490234
	Iteration 67Q: 3 clusters Score -2.822894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 229993 members 
Entering Unmasked Estep 
Score: -28228972.000000 Penalty: 6126.490234
	Iteration 68Q: 3 clusters Score -2.822897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 229988 members 
Entering Unmasked Estep 
Score: -28228964.000000 Penalty: 6126.490234
	Iteration 69Q: 3 clusters Score -2.822896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 229987 members 
Entering Unmasked Estep 
Score: -28228948.000000 Penalty: 6126.490234
	Iteration 70Q: 3 clusters Score -2.822895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 229988 members 
Entering Unmasked Estep 
Score: -28228962.000000 Penalty: 6126.490234
	Iteration 71Q: 3 clusters Score -2.822896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 229989 members 
Entering Unmasked Estep 
Score: -28228966.000000 Penalty: 6126.490234
	Iteration 72Q: 3 clusters Score -2.822897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 229988 members 
Entering Unmasked Estep 
Score: -28228966.000000 Penalty: 6126.490234
	Iteration 73Q: 3 clusters Score -2.822897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 229989 members 
Entering Unmasked Estep 
Score: -28228988.000000 Penalty: 6126.490234
	Iteration 74Q: 3 clusters Score -2.822899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 229990 members 
Entering Unmasked Estep 
Score: -28228970.000000 Penalty: 6126.490234
	Iteration 75Q: 3 clusters Score -2.822897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 229992 members 
Entering Unmasked Estep 
Score: -28228978.000000 Penalty: 6126.490234
	Iteration 76Q: 3 clusters Score -2.822898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 229996 members 
Entering Unmasked Estep 
Score: -28228994.000000 Penalty: 6126.490234
	Iteration 77Q: 3 clusters Score -2.822899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 229997 members 
Entering Unmasked Estep 
Score: -28229002.000000 Penalty: 6126.490234
	Iteration 78Q: 3 clusters Score -2.8229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 230000 members 
Entering Unmasked Estep 
Score: -28229000.000000 Penalty: 6126.490234
	Iteration 79Q: 3 clusters Score -2.8229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 230005 members 
Entering Unmasked Estep 
Score: -28228986.000000 Penalty: 6126.490234
	Iteration 80F: 3 clusters Score -2.822899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 230005 members 
Entering Unmasked Estep 
Score: -28228984.000000 Penalty: 6126.490234
	Iteration 81Q: 3 clusters Score -2.822898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 230007 members 
Entering Unmasked Estep 
Score: -28229004.000000 Penalty: 6126.490234
	Iteration 82Q: 3 clusters Score -2.8229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 230007 members 
Entering Unmasked Estep 
Score: -28229006.000000 Penalty: 6126.490234
	Iteration 83Q: 3 clusters Score -2.822901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 230010 members 
Entering Unmasked Estep 
Score: -28229018.000000 Penalty: 6126.490234
	Iteration 84Q: 3 clusters Score -2.822902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 230012 members 
Entering Unmasked Estep 
Score: -28229002.000000 Penalty: 6126.490234
	Iteration 85Q: 3 clusters Score -2.8229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 230013 members 
Entering Unmasked Estep 
Score: -28229016.000000 Penalty: 6126.490234
	Iteration 86Q: 3 clusters Score -2.822902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 230014 members 
Entering Unmasked Estep 
Score: -28229020.000000 Penalty: 6126.490234
	Iteration 87Q: 3 clusters Score -2.822902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 230014 members 
Entering Unmasked Estep 
Score: -28229020.000000 Penalty: 6126.490234
	Iteration 88F: 3 clusters Score -2.822902e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (55514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Entering Unmasked Estep 
Score: -6642689.500000 Penalty: 2709.249023
	Iteration 0F: 2 clusters Score -6642690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -6605439.500000 Penalty: 5418.498047
	Iteration 0F: 3 clusters Score -6605440 nChanged 25671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -6619775.500000 Penalty: 5418.498047
	Iteration 1F: 3 clusters Score -6619776 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -6620688.000000 Penalty: 5418.498047
	Iteration 2Q: 3 clusters Score -6620688 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -6621815.000000 Penalty: 5418.498047
	Iteration 3Q: 3 clusters Score -6621815 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -6623387.500000 Penalty: 5418.498047
	Iteration 4F: 3 clusters Score -6623388 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -6625652.000000 Penalty: 5418.498047
	Iteration 5F: 3 clusters Score -6625652 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -6628670.000000 Penalty: 5418.498047
	Iteration 6F: 3 clusters Score -6628670 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -6632273.000000 Penalty: 5418.498047
	Iteration 7F: 3 clusters Score -6632273 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -6635783.500000 Penalty: 5418.498047
	Iteration 8F: 3 clusters Score -6635784 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 52982 members 
Entering Unmasked Estep 
Score: -6638170.500000 Penalty: 5418.498047
	Iteration 9Q: 3 clusters Score -6638170 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 54328 members 
Entering Unmasked Estep 
Score: -6639385.000000 Penalty: 5418.498047
	Iteration 10Q: 3 clusters Score -6639385 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 54882 members 
Entering Unmasked Estep 
Score: -6639936.000000 Penalty: 5418.498047
	Iteration 11Q: 3 clusters Score -6639936 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 55071 members 
Entering Unmasked Estep 
Score: -6640161.500000 Penalty: 5418.498047
	Iteration 12Q: 3 clusters Score -6640162 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -6640294.500000 Penalty: 5418.498047
	Iteration 13Q: 3 clusters Score -6640294 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 55189 members 
Entering Unmasked Estep 
Score: -6640372.500000 Penalty: 5418.498047
	Iteration 14Q: 3 clusters Score -6640372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 55210 members 
Entering Unmasked Estep 
Score: -6640405.500000 Penalty: 5418.498047
	Iteration 15Q: 3 clusters Score -6640406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 55221 members 
Entering Unmasked Estep 
Score: -6640434.000000 Penalty: 5418.498047
	Iteration 16Q: 3 clusters Score -6640434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 55229 members 
Entering Unmasked Estep 
Score: -6640448.500000 Penalty: 5418.498047
	Iteration 17Q: 3 clusters Score -6640448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 55232 members 
Entering Unmasked Estep 
Score: -6640452.000000 Penalty: 5418.498047
	Iteration 18Q: 3 clusters Score -6640452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 55232 members 
Entering Unmasked Estep 
Score: -6640449.000000 Penalty: 5418.498047
	Iteration 19Q: 3 clusters Score -6640449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
Score: -6640456.500000 Penalty: 5418.498047
	Iteration 20F: 3 clusters Score -6640456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Entering Unmasked Estep 
Score: -3041618.500000 Penalty: 2520.099121
	Iteration 0F: 2 clusters Score -3041618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -3023658.000000 Penalty: 5040.198242
	Iteration 0F: 3 clusters Score -3023658 nChanged 11587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -3030143.250000 Penalty: 5040.198242
	Iteration 1F: 3 clusters Score -3030143 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -3030696.250000 Penalty: 5040.198242
	Iteration 2F: 3 clusters Score -3030696 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -3031285.000000 Penalty: 5040.198242
	Iteration 3F: 3 clusters Score -3031285 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3031933.750000 Penalty: 5040.198242
	Iteration 4F: 3 clusters Score -3031934 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -3032661.500000 Penalty: 5040.198242
	Iteration 5F: 3 clusters Score -3032662 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -3033446.000000 Penalty: 5040.198242
	Iteration 6F: 3 clusters Score -3033446 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -3034372.250000 Penalty: 5040.198242
	Iteration 7F: 3 clusters Score -3034372 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -3035341.000000 Penalty: 5040.198242
	Iteration 8F: 3 clusters Score -3035341 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -3036146.750000 Penalty: 5040.198242
	Iteration 9Q: 3 clusters Score -3036147 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -3036626.750000 Penalty: 5040.198242
	Iteration 10Q: 3 clusters Score -3036627 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -3036936.500000 Penalty: 5040.198242
	Iteration 11Q: 3 clusters Score -3036936 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -3037099.500000 Penalty: 5040.198242
	Iteration 12Q: 3 clusters Score -3037100 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -3037231.750000 Penalty: 5040.198242
	Iteration 13Q: 3 clusters Score -3037232 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -3037359.500000 Penalty: 5040.198242
	Iteration 14Q: 3 clusters Score -3037360 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -3037435.250000 Penalty: 5040.198242
	Iteration 15Q: 3 clusters Score -3037435 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -3037519.250000 Penalty: 5040.198242
	Iteration 16Q: 3 clusters Score -3037519 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -3037591.000000 Penalty: 5040.198242
	Iteration 17Q: 3 clusters Score -3037591 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -3037651.000000 Penalty: 5040.198242
	Iteration 18Q: 3 clusters Score -3037651 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -3037689.500000 Penalty: 5040.198242
	Iteration 19Q: 3 clusters Score -3037690 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -3037735.750000 Penalty: 5040.198242
	Iteration 20F: 3 clusters Score -3037736 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -3037790.000000 Penalty: 5040.198242
	Iteration 21Q: 3 clusters Score -3037790 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -3037861.750000 Penalty: 5040.198242
	Iteration 22Q: 3 clusters Score -3037862 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -3037912.250000 Penalty: 5040.198242
	Iteration 23Q: 3 clusters Score -3037912 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -3037962.250000 Penalty: 5040.198242
	Iteration 24Q: 3 clusters Score -3037962 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -3038029.250000 Penalty: 5040.198242
	Iteration 25Q: 3 clusters Score -3038029 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -3038072.250000 Penalty: 5040.198242
	Iteration 26Q: 3 clusters Score -3038072 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -3038128.250000 Penalty: 5040.198242
	Iteration 27Q: 3 clusters Score -3038128 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -3038164.250000 Penalty: 5040.198242
	Iteration 28Q: 3 clusters Score -3038164 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -3038213.750000 Penalty: 5040.198242
	Iteration 29Q: 3 clusters Score -3038214 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -3038262.750000 Penalty: 5040.198242
	Iteration 30Q: 3 clusters Score -3038263 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -3038298.250000 Penalty: 5040.198242
	Iteration 31Q: 3 clusters Score -3038298 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -3038346.000000 Penalty: 5040.198242
	Iteration 32Q: 3 clusters Score -3038346 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -3038380.500000 Penalty: 5040.198242
	Iteration 33Q: 3 clusters Score -3038380 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -3038426.250000 Penalty: 5040.198242
	Iteration 34Q: 3 clusters Score -3038426 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -3038479.500000 Penalty: 5040.198242
	Iteration 35Q: 3 clusters Score -3038480 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -3038524.250000 Penalty: 5040.198242
	Iteration 36Q: 3 clusters Score -3038524 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -3038569.000000 Penalty: 5040.198242
	Iteration 37Q: 3 clusters Score -3038569 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -3038607.750000 Penalty: 5040.198242
	Iteration 38Q: 3 clusters Score -3038608 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3038658.750000 Penalty: 5040.198242
	Iteration 39Q: 3 clusters Score -3038659 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3038708.500000 Penalty: 5040.198242
	Iteration 40F: 3 clusters Score -3038708 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3038758.250000 Penalty: 5040.198242
	Iteration 41Q: 3 clusters Score -3038758 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -3038819.000000 Penalty: 5040.198242
	Iteration 42Q: 3 clusters Score -3038819 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -3038897.750000 Penalty: 5040.198242
	Iteration 43Q: 3 clusters Score -3038898 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -3038976.000000 Penalty: 5040.198242
	Iteration 44Q: 3 clusters Score -3038976 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3039045.500000 Penalty: 5040.198242
	Iteration 45Q: 3 clusters Score -3039046 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3039111.750000 Penalty: 5040.198242
	Iteration 46Q: 3 clusters Score -3039112 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3039162.750000 Penalty: 5040.198242
	Iteration 47Q: 3 clusters Score -3039163 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3039214.250000 Penalty: 5040.198242
	Iteration 48Q: 3 clusters Score -3039214 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3039247.000000 Penalty: 5040.198242
	Iteration 49Q: 3 clusters Score -3039247 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3039263.500000 Penalty: 5040.198242
	Iteration 50Q: 3 clusters Score -3039264 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3039289.750000 Penalty: 5040.198242
	Iteration 51Q: 3 clusters Score -3039290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3039300.250000 Penalty: 5040.198242
	Iteration 52Q: 3 clusters Score -3039300 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3039320.500000 Penalty: 5040.198242
	Iteration 53Q: 3 clusters Score -3039320 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3039345.250000 Penalty: 5040.198242
	Iteration 54Q: 3 clusters Score -3039345 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3039371.250000 Penalty: 5040.198242
	Iteration 55Q: 3 clusters Score -3039371 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3039387.750000 Penalty: 5040.198242
	Iteration 56Q: 3 clusters Score -3039388 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3039397.500000 Penalty: 5040.198242
	Iteration 57Q: 3 clusters Score -3039398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3039410.000000 Penalty: 5040.198242
	Iteration 58Q: 3 clusters Score -3039410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3039423.250000 Penalty: 5040.198242
	Iteration 59Q: 3 clusters Score -3039423 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3039436.500000 Penalty: 5040.198242
	Iteration 60F: 3 clusters Score -3039436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3039448.250000 Penalty: 5040.198242
	Iteration 61Q: 3 clusters Score -3039448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3039460.250000 Penalty: 5040.198242
	Iteration 62Q: 3 clusters Score -3039460 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3039478.000000 Penalty: 5040.198242
	Iteration 63Q: 3 clusters Score -3039478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3039482.000000 Penalty: 5040.198242
	Iteration 64Q: 3 clusters Score -3039482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3039492.500000 Penalty: 5040.198242
	Iteration 65Q: 3 clusters Score -3039492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3039496.250000 Penalty: 5040.198242
	Iteration 66Q: 3 clusters Score -3039496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3039508.750000 Penalty: 5040.198242
	Iteration 67Q: 3 clusters Score -3039509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3039517.000000 Penalty: 5040.198242
	Iteration 68Q: 3 clusters Score -3039517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3039520.500000 Penalty: 5040.198242
	Iteration 69Q: 3 clusters Score -3039520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3039529.750000 Penalty: 5040.198242
	Iteration 70Q: 3 clusters Score -3039530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3039537.500000 Penalty: 5040.198242
	Iteration 71Q: 3 clusters Score -3039538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3039542.000000 Penalty: 5040.198242
	Iteration 72Q: 3 clusters Score -3039542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3039552.000000 Penalty: 5040.198242
	Iteration 73Q: 3 clusters Score -3039552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3039560.500000 Penalty: 5040.198242
	Iteration 74Q: 3 clusters Score -3039560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3039562.750000 Penalty: 5040.198242
	Iteration 75Q: 3 clusters Score -3039563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3039569.500000 Penalty: 5040.198242
	Iteration 76Q: 3 clusters Score -3039570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3039574.250000 Penalty: 5040.198242
	Iteration 77Q: 3 clusters Score -3039574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3039576.500000 Penalty: 5040.198242
	Iteration 78Q: 3 clusters Score -3039576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3039584.250000 Penalty: 5040.198242
	Iteration 79Q: 3 clusters Score -3039584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3039589.000000 Penalty: 5040.198242
	Iteration 80F: 3 clusters Score -3039589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3039590.500000 Penalty: 5040.198242
	Iteration 81Q: 3 clusters Score -3039590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3039590.250000 Penalty: 5040.198242
	Iteration 82Q: 3 clusters Score -3039590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3039590.500000 Penalty: 5040.198242
	Iteration 83Q: 3 clusters Score -3039590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3039593.000000 Penalty: 5040.198242
	Iteration 84Q: 3 clusters Score -3039593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3039595.500000 Penalty: 5040.198242
	Iteration 85Q: 3 clusters Score -3039596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3039599.000000 Penalty: 5040.198242
	Iteration 86Q: 3 clusters Score -3039599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3039600.750000 Penalty: 5040.198242
	Iteration 87Q: 3 clusters Score -3039601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3039604.250000 Penalty: 5040.198242
	Iteration 88Q: 3 clusters Score -3039604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3039607.000000 Penalty: 5040.198242
	Iteration 89Q: 3 clusters Score -3039607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3039614.250000 Penalty: 5040.198242
	Iteration 90Q: 3 clusters Score -3039614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3039613.750000 Penalty: 5040.198242
	Iteration 91Q: 3 clusters Score -3039614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3039617.500000 Penalty: 5040.198242
	Iteration 92Q: 3 clusters Score -3039618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3039617.750000 Penalty: 5040.198242
	Iteration 93Q: 3 clusters Score -3039618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3039613.750000 Penalty: 5040.198242
	Iteration 94Q: 3 clusters Score -3039614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3039614.750000 Penalty: 5040.198242
	Iteration 95Q: 3 clusters Score -3039615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3039611.250000 Penalty: 5040.198242
	Iteration 96Q: 3 clusters Score -3039611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3039619.250000 Penalty: 5040.198242
	Iteration 97Q: 3 clusters Score -3039619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3039619.250000 Penalty: 5040.198242
	Iteration 98Q: 3 clusters Score -3039619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3039617.500000 Penalty: 5040.198242
	Iteration 99Q: 3 clusters Score -3039618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3039621.250000 Penalty: 5040.198242
	Iteration 100F: 3 clusters Score -3039621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3039621.000000 Penalty: 5040.198242
	Iteration 101Q: 3 clusters Score -3039621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3039622.500000 Penalty: 5040.198242
	Iteration 102Q: 3 clusters Score -3039622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3039621.500000 Penalty: 5040.198242
	Iteration 103Q: 3 clusters Score -3039622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3039621.500000 Penalty: 5040.198242
	Iteration 104Q: 3 clusters Score -3039622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3039620.250000 Penalty: 5040.198242
	Iteration 105Q: 3 clusters Score -3039620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3039621.500000 Penalty: 5040.198242
	Iteration 106Q: 3 clusters Score -3039622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3039617.500000 Penalty: 5040.198242
	Iteration 107Q: 3 clusters Score -3039618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3039620.000000 Penalty: 5040.198242
	Iteration 108Q: 3 clusters Score -3039620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3039620.000000 Penalty: 5040.198242
	Iteration 109F: 3 clusters Score -3039620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (165125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 165125 members 
Entering Unmasked Estep 
Score: -19984550.000000 Penalty: 2979.585449
	Iteration 0F: 2 clusters Score -1.998455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82334 members 
Mstep: Class 2 contains 82791 members 
Entering Unmasked Estep 
Score: -19873564.000000 Penalty: 5959.170898
	Iteration 0F: 3 clusters Score -1.987356e+07 nChanged 79599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80319 members 
Mstep: Class 2 contains 84806 members 
Entering Unmasked Estep 
Score: -19920528.000000 Penalty: 5959.170898
	Iteration 1F: 3 clusters Score -1.992053e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79296 members 
Mstep: Class 2 contains 85829 members 
Entering Unmasked Estep 
Score: -19922322.000000 Penalty: 5959.170898
	Iteration 2Q: 3 clusters Score -1.992232e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77812 members 
Mstep: Class 2 contains 87313 members 
Entering Unmasked Estep 
Score: -19924678.000000 Penalty: 5959.170898
	Iteration 3Q: 3 clusters Score -1.992468e+07 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75652 members 
Mstep: Class 2 contains 89473 members 
Entering Unmasked Estep 
Score: -19927930.000000 Penalty: 5959.170898
	Iteration 4Q: 3 clusters Score -1.992793e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72629 members 
Mstep: Class 2 contains 92496 members 
Entering Unmasked Estep 
Score: -19931602.000000 Penalty: 5959.170898
	Iteration 5Q: 3 clusters Score -1.99316e+07 nChanged 8509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68440 members 
Mstep: Class 2 contains 96685 members 
Entering Unmasked Estep 
Score: -19935804.000000 Penalty: 5959.170898
	Iteration 6F: 3 clusters Score -1.99358e+07 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63011 members 
Mstep: Class 2 contains 102114 members 
Entering Unmasked Estep 
Score: -19940514.000000 Penalty: 5959.170898
	Iteration 7F: 3 clusters Score -1.994051e+07 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 109036 members 
Entering Unmasked Estep 
Score: -19945622.000000 Penalty: 5959.170898
	Iteration 8F: 3 clusters Score -1.994562e+07 nChanged 9210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47749 members 
Mstep: Class 2 contains 117376 members 
Entering Unmasked Estep 
Score: -19951090.000000 Penalty: 5959.170898
	Iteration 9F: 3 clusters Score -1.995109e+07 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 126570 members 
Entering Unmasked Estep 
Score: -19957372.000000 Penalty: 5959.170898
	Iteration 10F: 3 clusters Score -1.995737e+07 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 135752 members 
Entering Unmasked Estep 
Score: -19963692.000000 Penalty: 5959.170898
	Iteration 11F: 3 clusters Score -1.996369e+07 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 144161 members 
Entering Unmasked Estep 
Score: -19969522.000000 Penalty: 5959.170898
	Iteration 12F: 3 clusters Score -1.996952e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 151016 members 
Entering Unmasked Estep 
Score: -19974294.000000 Penalty: 5959.170898
	Iteration 13Q: 3 clusters Score -1.997429e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 155977 members 
Entering Unmasked Estep 
Score: -19977480.000000 Penalty: 5959.170898
	Iteration 14Q: 3 clusters Score -1.997748e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 159138 members 
Entering Unmasked Estep 
Score: -19979338.000000 Penalty: 5959.170898
	Iteration 15Q: 3 clusters Score -1.997934e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 161150 members 
Entering Unmasked Estep 
Score: -19980534.000000 Penalty: 5959.170898
	Iteration 16Q: 3 clusters Score -1.998053e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 162329 members 
Entering Unmasked Estep 
Score: -19981118.000000 Penalty: 5959.170898
	Iteration 17Q: 3 clusters Score -1.998112e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 163025 members 
Entering Unmasked Estep 
Score: -19981486.000000 Penalty: 5959.170898
	Iteration 18Q: 3 clusters Score -1.998149e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 163440 members 
Entering Unmasked Estep 
Score: -19981720.000000 Penalty: 5959.170898
	Iteration 19Q: 3 clusters Score -1.998172e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 163702 members 
Entering Unmasked Estep 
Score: -19981778.000000 Penalty: 5959.170898
	Iteration 20F: 3 clusters Score -1.998178e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 163897 members 
Entering Unmasked Estep 
Score: -19981886.000000 Penalty: 5959.170898
	Iteration 21Q: 3 clusters Score -1.998189e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 164037 members 
Entering Unmasked Estep 
Score: -19981994.000000 Penalty: 5959.170898
	Iteration 22Q: 3 clusters Score -1.998199e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 164135 members 
Entering Unmasked Estep 
Score: -19982130.000000 Penalty: 5959.170898
	Iteration 23Q: 3 clusters Score -1.998213e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 164188 members 
Entering Unmasked Estep 
Score: -19982256.000000 Penalty: 5959.170898
	Iteration 24Q: 3 clusters Score -1.998226e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 164201 members 
Entering Unmasked Estep 
Score: -19982312.000000 Penalty: 5959.170898
	Iteration 25Q: 3 clusters Score -1.998231e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 164197 members 
Entering Unmasked Estep 
Score: -19982334.000000 Penalty: 5959.170898
	Iteration 26Q: 3 clusters Score -1.998233e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 164195 members 
Entering Unmasked Estep 
Score: -19982380.000000 Penalty: 5959.170898
	Iteration 27Q: 3 clusters Score -1.998238e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 164195 members 
Entering Unmasked Estep 
Score: -19982392.000000 Penalty: 5959.170898
	Iteration 28Q: 3 clusters Score -1.998239e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 164191 members 
Entering Unmasked Estep 
Score: -19982414.000000 Penalty: 5959.170898
	Iteration 29Q: 3 clusters Score -1.998241e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 164185 members 
Entering Unmasked Estep 
Score: -19982440.000000 Penalty: 5959.170898
	Iteration 30Q: 3 clusters Score -1.998244e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 164181 members 
Entering Unmasked Estep 
Score: -19982446.000000 Penalty: 5959.170898
	Iteration 31Q: 3 clusters Score -1.998245e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 164178 members 
Entering Unmasked Estep 
Score: -19982460.000000 Penalty: 5959.170898
	Iteration 32Q: 3 clusters Score -1.998246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 164180 members 
Entering Unmasked Estep 
Score: -19982462.000000 Penalty: 5959.170898
	Iteration 33Q: 3 clusters Score -1.998246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 164179 members 
Entering Unmasked Estep 
Score: -19982456.000000 Penalty: 5959.170898
	Iteration 34Q: 3 clusters Score -1.998246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 164181 members 
Entering Unmasked Estep 
Score: -19982458.000000 Penalty: 5959.170898
	Iteration 35Q: 3 clusters Score -1.998246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 164181 members 
Entering Unmasked Estep 
Score: -19982446.000000 Penalty: 5959.170898
	Iteration 36Q: 3 clusters Score -1.998245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 164180 members 
Entering Unmasked Estep 
Score: -19982460.000000 Penalty: 5959.170898
	Iteration 37Q: 3 clusters Score -1.998246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 164179 members 
Entering Unmasked Estep 
Score: -19982462.000000 Penalty: 5959.170898
	Iteration 38Q: 3 clusters Score -1.998246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 164178 members 
Entering Unmasked Estep 
Score: -19982448.000000 Penalty: 5959.170898
	Iteration 39Q: 3 clusters Score -1.998245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 164178 members 
Entering Unmasked Estep 
Score: -19982448.000000 Penalty: 5959.170898
	Iteration 40F: 3 clusters Score -1.998245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 168480 members 
Mstep: Class 2 contains 62293 members 
Mstep: Class 3 contains 19127 members 
Mstep: Class 4 contains 30993 members 
Mstep: Class 5 contains 11316 members 
Mstep: Class 6 contains 8748 members 
Mstep: Class 7 contains 546 members 
Mstep: Class 8 contains 5044 members 
Mstep: Class 9 contains 19507 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 7969 members 
Mstep: Class 12 contains 159631 members 
Mstep: Class 13 contains 9059 members 
Mstep: Class 14 contains 102495 members 
Mstep: Class 15 contains 26295 members 
Mstep: Class 16 contains 28767 members 
Mstep: Class 17 contains 457 members 
Mstep: Class 18 contains 118737 members 
Mstep: Class 19 contains 21935 members 
Mstep: Class 20 contains 8807 members 
Mstep: Class 21 contains 231375 members 
Mstep: Class 22 contains 55514 members 
Mstep: Class 23 contains 25892 members 
Mstep: Class 24 contains 165125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158456320.000000 Penalty: 94431.562500
Iteration 79Q: 28 clusters Score -1.584563e+08 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167951 members 
Mstep: Class 2 contains 62258 members 
Mstep: Class 3 contains 19156 members 
Mstep: Class 4 contains 30991 members 
Mstep: Class 5 contains 11318 members 
Mstep: Class 6 contains 8735 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 5177 members 
Mstep: Class 9 contains 19598 members 
Mstep: Class 10 contains 37534 members 
Mstep: Class 11 contains 8005 members 
Mstep: Class 12 contains 160186 members 
Mstep: Class 13 contains 9058 members 
Mstep: Class 14 contains 102443 members 
Mstep: Class 15 contains 26289 members 
Mstep: Class 16 contains 28842 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 119594 members 
Mstep: Class 19 contains 21895 members 
Mstep: Class 20 contains 8820 members 
Mstep: Class 21 contains 231467 members 
Mstep: Class 22 contains 55541 members 
Mstep: Class 23 contains 25773 members 
Mstep: Class 24 contains 164165 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 4538 members 
Mstep: Class 27 contains 1461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158457808.000000 Penalty: 94431.562500
Iteration 80F: 28 clusters Score -1.584578e+08 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 167099 members 
Mstep: Class 2 contains 62245 members 
Mstep: Class 3 contains 19148 members 
Mstep: Class 4 contains 30992 members 
Mstep: Class 5 contains 11316 members 
Mstep: Class 6 contains 8723 members 
Mstep: Class 7 contains 672 members 
Mstep: Class 8 contains 5283 members 
Mstep: Class 9 contains 19677 members 
Mstep: Class 10 contains 37531 members 
Mstep: Class 11 contains 7955 members 
Mstep: Class 12 contains 160339 members 
Mstep: Class 13 contains 9084 members 
Mstep: Class 14 contains 102396 members 
Mstep: Class 15 contains 26260 members 
Mstep: Class 16 contains 28881 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 120431 members 
Mstep: Class 19 contains 21835 members 
Mstep: Class 20 contains 8835 members 
Mstep: Class 21 contains 231546 members 
Mstep: Class 22 contains 55544 members 
Mstep: Class 23 contains 25605 members 
Mstep: Class 24 contains 163214 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 5347 members 
Mstep: Class 27 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458304.000000 Penalty: 94431.562500
Iteration 81Q: 28 clusters Score -1.584583e+08 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 166388 members 
Mstep: Class 2 contains 62227 members 
Mstep: Class 3 contains 19146 members 
Mstep: Class 4 contains 30999 members 
Mstep: Class 5 contains 11316 members 
Mstep: Class 6 contains 8719 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 8 contains 5376 members 
Mstep: Class 9 contains 19755 members 
Mstep: Class 10 contains 37529 members 
Mstep: Class 11 contains 7918 members 
Mstep: Class 12 contains 160639 members 
Mstep: Class 13 contains 9088 members 
Mstep: Class 14 contains 102361 members 
Mstep: Class 15 contains 26242 members 
Mstep: Class 16 contains 28911 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 121163 members 
Mstep: Class 19 contains 21791 members 
Mstep: Class 20 contains 8832 members 
Mstep: Class 21 contains 231593 members 
Mstep: Class 22 contains 55565 members 
Mstep: Class 23 contains 25476 members 
Mstep: Class 24 contains 162409 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 5832 members 
Mstep: Class 27 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458416.000000 Penalty: 94431.562500
Iteration 82Q: 28 clusters Score -1.584584e+08 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 165745 members 
Mstep: Class 2 contains 62200 members 
Mstep: Class 3 contains 19154 members 
Mstep: Class 4 contains 31005 members 
Mstep: Class 5 contains 11314 members 
Mstep: Class 6 contains 8707 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 19805 members 
Mstep: Class 10 contains 37524 members 
Mstep: Class 11 contains 7896 members 
Mstep: Class 12 contains 161051 members 
Mstep: Class 13 contains 9101 members 
Mstep: Class 14 contains 102302 members 
Mstep: Class 15 contains 26236 members 
Mstep: Class 16 contains 28936 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 121790 members 
Mstep: Class 19 contains 21753 members 
Mstep: Class 20 contains 8829 members 
Mstep: Class 21 contains 231615 members 
Mstep: Class 22 contains 55582 members 
Mstep: Class 23 contains 25379 members 
Mstep: Class 24 contains 161748 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 6156 members 
Mstep: Class 27 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458720.000000 Penalty: 94431.562500
Iteration 83Q: 28 clusters Score -1.584587e+08 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 165050 members 
Mstep: Class 2 contains 62183 members 
Mstep: Class 3 contains 19157 members 
Mstep: Class 4 contains 30997 members 
Mstep: Class 5 contains 11315 members 
Mstep: Class 6 contains 8705 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 5497 members 
Mstep: Class 9 contains 19848 members 
Mstep: Class 10 contains 37522 members 
Mstep: Class 11 contains 7881 members 
Mstep: Class 12 contains 161594 members 
Mstep: Class 13 contains 9097 members 
Mstep: Class 14 contains 102269 members 
Mstep: Class 15 contains 26226 members 
Mstep: Class 16 contains 28974 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 122360 members 
Mstep: Class 19 contains 21731 members 
Mstep: Class 20 contains 8828 members 
Mstep: Class 21 contains 231642 members 
Mstep: Class 22 contains 55572 members 
Mstep: Class 23 contains 25282 members 
Mstep: Class 24 contains 161150 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 6393 members 
Mstep: Class 27 contains 1481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158458896.000000 Penalty: 94431.562500
Iteration 84Q: 28 clusters Score -1.584589e+08 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 164383 members 
Mstep: Class 2 contains 62141 members 
Mstep: Class 3 contains 19172 members 
Mstep: Class 4 contains 31004 members 
Mstep: Class 5 contains 11319 members 
Mstep: Class 6 contains 8692 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 5534 members 
Mstep: Class 9 contains 19888 members 
Mstep: Class 10 contains 37521 members 
Mstep: Class 11 contains 7871 members 
Mstep: Class 12 contains 162170 members 
Mstep: Class 13 contains 9110 members 
Mstep: Class 14 contains 102254 members 
Mstep: Class 15 contains 26207 members 
Mstep: Class 16 contains 29021 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 122881 members 
Mstep: Class 19 contains 21711 members 
Mstep: Class 20 contains 8824 members 
Mstep: Class 21 contains 231650 members 
Mstep: Class 22 contains 55575 members 
Mstep: Class 23 contains 25161 members 
Mstep: Class 24 contains 160608 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 6575 members 
Mstep: Class 27 contains 1482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459424.000000 Penalty: 94431.562500
Iteration 85Q: 28 clusters Score -1.584594e+08 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 163747 members 
Mstep: Class 2 contains 62105 members 
Mstep: Class 3 contains 19167 members 
Mstep: Class 4 contains 31010 members 
Mstep: Class 5 contains 11322 members 
Mstep: Class 6 contains 8687 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 5572 members 
Mstep: Class 9 contains 19927 members 
Mstep: Class 10 contains 37523 members 
Mstep: Class 11 contains 7852 members 
Mstep: Class 12 contains 162754 members 
Mstep: Class 13 contains 9128 members 
Mstep: Class 14 contains 102237 members 
Mstep: Class 15 contains 26212 members 
Mstep: Class 16 contains 29063 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 123298 members 
Mstep: Class 19 contains 21692 members 
Mstep: Class 20 contains 8830 members 
Mstep: Class 21 contains 231648 members 
Mstep: Class 22 contains 55554 members 
Mstep: Class 23 contains 25045 members 
Mstep: Class 24 contains 160182 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 6717 members 
Mstep: Class 27 contains 1482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459568.000000 Penalty: 94431.562500
Iteration 86Q: 28 clusters Score -1.584596e+08 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 163116 members 
Mstep: Class 2 contains 62084 members 
Mstep: Class 3 contains 19193 members 
Mstep: Class 4 contains 31009 members 
Mstep: Class 5 contains 11321 members 
Mstep: Class 6 contains 8684 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 5601 members 
Mstep: Class 9 contains 19973 members 
Mstep: Class 10 contains 37519 members 
Mstep: Class 11 contains 7846 members 
Mstep: Class 12 contains 163354 members 
Mstep: Class 13 contains 9143 members 
Mstep: Class 14 contains 102213 members 
Mstep: Class 15 contains 26193 members 
Mstep: Class 16 contains 29083 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 123684 members 
Mstep: Class 19 contains 21665 members 
Mstep: Class 20 contains 8855 members 
Mstep: Class 21 contains 231657 members 
Mstep: Class 22 contains 55527 members 
Mstep: Class 23 contains 24943 members 
Mstep: Class 24 contains 159788 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 6821 members 
Mstep: Class 27 contains 1482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459312.000000 Penalty: 94431.562500
Iteration 87Q: 28 clusters Score -1.584593e+08 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 162505 members 
Mstep: Class 2 contains 62059 members 
Mstep: Class 3 contains 19194 members 
Mstep: Class 4 contains 31008 members 
Mstep: Class 5 contains 11323 members 
Mstep: Class 6 contains 8681 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 5627 members 
Mstep: Class 9 contains 20020 members 
Mstep: Class 10 contains 37522 members 
Mstep: Class 11 contains 7837 members 
Mstep: Class 12 contains 163962 members 
Mstep: Class 13 contains 9154 members 
Mstep: Class 14 contains 102181 members 
Mstep: Class 15 contains 26195 members 
Mstep: Class 16 contains 29100 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 124031 members 
Mstep: Class 19 contains 21642 members 
Mstep: Class 20 contains 8870 members 
Mstep: Class 21 contains 231649 members 
Mstep: Class 22 contains 55516 members 
Mstep: Class 23 contains 24860 members 
Mstep: Class 24 contains 159421 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 6914 members 
Mstep: Class 27 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158459824.000000 Penalty: 94431.562500
Iteration 88Q: 28 clusters Score -1.584598e+08 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 161806 members 
Mstep: Class 2 contains 62053 members 
Mstep: Class 3 contains 19224 members 
Mstep: Class 4 contains 31001 members 
Mstep: Class 5 contains 11328 members 
Mstep: Class 6 contains 8680 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 5644 members 
Mstep: Class 9 contains 20054 members 
Mstep: Class 10 contains 37524 members 
Mstep: Class 11 contains 7832 members 
Mstep: Class 12 contains 164660 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 102146 members 
Mstep: Class 15 contains 26186 members 
Mstep: Class 16 contains 29138 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 124334 members 
Mstep: Class 19 contains 21620 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 231631 members 
Mstep: Class 22 contains 55508 members 
Mstep: Class 23 contains 24788 members 
Mstep: Class 24 contains 159069 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 6985 members 
Mstep: Class 27 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460064.000000 Penalty: 94431.562500
Iteration 89Q: 28 clusters Score -1.584601e+08 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 161119 members 
Mstep: Class 2 contains 62046 members 
Mstep: Class 3 contains 19232 members 
Mstep: Class 4 contains 30997 members 
Mstep: Class 5 contains 11332 members 
Mstep: Class 6 contains 8686 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 5662 members 
Mstep: Class 9 contains 20094 members 
Mstep: Class 10 contains 37520 members 
Mstep: Class 11 contains 7822 members 
Mstep: Class 12 contains 165418 members 
Mstep: Class 13 contains 9201 members 
Mstep: Class 14 contains 102105 members 
Mstep: Class 15 contains 26176 members 
Mstep: Class 16 contains 29175 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 124576 members 
Mstep: Class 19 contains 21590 members 
Mstep: Class 20 contains 8896 members 
Mstep: Class 21 contains 231622 members 
Mstep: Class 22 contains 55486 members 
Mstep: Class 23 contains 24725 members 
Mstep: Class 24 contains 158756 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7034 members 
Mstep: Class 27 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460960.000000 Penalty: 94431.562500
Iteration 90Q: 28 clusters Score -1.58461e+08 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 160415 members 
Mstep: Class 2 contains 62047 members 
Mstep: Class 3 contains 19224 members 
Mstep: Class 4 contains 30997 members 
Mstep: Class 5 contains 11332 members 
Mstep: Class 6 contains 8690 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 5680 members 
Mstep: Class 9 contains 20129 members 
Mstep: Class 10 contains 37522 members 
Mstep: Class 11 contains 7804 members 
Mstep: Class 12 contains 166203 members 
Mstep: Class 13 contains 9206 members 
Mstep: Class 14 contains 102051 members 
Mstep: Class 15 contains 26182 members 
Mstep: Class 16 contains 29233 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 124777 members 
Mstep: Class 19 contains 21563 members 
Mstep: Class 20 contains 8904 members 
Mstep: Class 21 contains 231604 members 
Mstep: Class 22 contains 55478 members 
Mstep: Class 23 contains 24666 members 
Mstep: Class 24 contains 158499 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7063 members 
Mstep: Class 27 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461936.000000 Penalty: 94431.562500
Iteration 91Q: 28 clusters Score -1.584619e+08 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 159627 members 
Mstep: Class 2 contains 62054 members 
Mstep: Class 3 contains 19228 members 
Mstep: Class 4 contains 30996 members 
Mstep: Class 5 contains 11333 members 
Mstep: Class 6 contains 8691 members 
Mstep: Class 7 contains 686 members 
Mstep: Class 8 contains 5689 members 
Mstep: Class 9 contains 20157 members 
Mstep: Class 10 contains 37522 members 
Mstep: Class 11 contains 7795 members 
Mstep: Class 12 contains 167045 members 
Mstep: Class 13 contains 9210 members 
Mstep: Class 14 contains 102008 members 
Mstep: Class 15 contains 26183 members 
Mstep: Class 16 contains 29262 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 124939 members 
Mstep: Class 19 contains 21532 members 
Mstep: Class 20 contains 8926 members 
Mstep: Class 21 contains 231601 members 
Mstep: Class 22 contains 55480 members 
Mstep: Class 23 contains 24609 members 
Mstep: Class 24 contains 158286 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7095 members 
Mstep: Class 27 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158462256.000000 Penalty: 94431.562500
Iteration 92Q: 28 clusters Score -1.584623e+08 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 158818 members 
Mstep: Class 2 contains 62058 members 
Mstep: Class 3 contains 19221 members 
Mstep: Class 4 contains 30997 members 
Mstep: Class 5 contains 11337 members 
Mstep: Class 6 contains 8689 members 
Mstep: Class 7 contains 687 members 
Mstep: Class 8 contains 5697 members 
Mstep: Class 9 contains 20176 members 
Mstep: Class 10 contains 37521 members 
Mstep: Class 11 contains 7779 members 
Mstep: Class 12 contains 167901 members 
Mstep: Class 13 contains 9203 members 
Mstep: Class 14 contains 101966 members 
Mstep: Class 15 contains 26181 members 
Mstep: Class 16 contains 29302 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 125090 members 
Mstep: Class 19 contains 21514 members 
Mstep: Class 20 contains 8956 members 
Mstep: Class 21 contains 231578 members 
Mstep: Class 22 contains 55481 members 
Mstep: Class 23 contains 24574 members 
Mstep: Class 24 contains 158109 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7119 members 
Mstep: Class 27 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158462368.000000 Penalty: 94431.562500
Iteration 93Q: 28 clusters Score -1.584624e+08 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 157994 members 
Mstep: Class 2 contains 62078 members 
Mstep: Class 3 contains 19207 members 
Mstep: Class 4 contains 30988 members 
Mstep: Class 5 contains 11354 members 
Mstep: Class 6 contains 8688 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 5706 members 
Mstep: Class 9 contains 20192 members 
Mstep: Class 10 contains 37523 members 
Mstep: Class 11 contains 7783 members 
Mstep: Class 12 contains 168789 members 
Mstep: Class 13 contains 9201 members 
Mstep: Class 14 contains 101941 members 
Mstep: Class 15 contains 26180 members 
Mstep: Class 16 contains 29317 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 125242 members 
Mstep: Class 19 contains 21484 members 
Mstep: Class 20 contains 8985 members 
Mstep: Class 21 contains 231512 members 
Mstep: Class 22 contains 55481 members 
Mstep: Class 23 contains 24532 members 
Mstep: Class 24 contains 157937 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7152 members 
Mstep: Class 27 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158462400.000000 Penalty: 94431.562500
Iteration 94Q: 28 clusters Score -1.584624e+08 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 157124 members 
Mstep: Class 2 contains 62089 members 
Mstep: Class 3 contains 19194 members 
Mstep: Class 4 contains 30980 members 
Mstep: Class 5 contains 11365 members 
Mstep: Class 6 contains 8686 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 5717 members 
Mstep: Class 9 contains 20202 members 
Mstep: Class 10 contains 37519 members 
Mstep: Class 11 contains 7773 members 
Mstep: Class 12 contains 169727 members 
Mstep: Class 13 contains 9202 members 
Mstep: Class 14 contains 101915 members 
Mstep: Class 15 contains 26190 members 
Mstep: Class 16 contains 29360 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 125347 members 
Mstep: Class 19 contains 21458 members 
Mstep: Class 20 contains 9004 members 
Mstep: Class 21 contains 231460 members 
Mstep: Class 22 contains 55479 members 
Mstep: Class 23 contains 24498 members 
Mstep: Class 24 contains 157801 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7176 members 
Mstep: Class 27 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158462352.000000 Penalty: 94431.562500
Iteration 95Q: 28 clusters Score -1.584624e+08 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 156238 members 
Mstep: Class 2 contains 62119 members 
Mstep: Class 3 contains 19166 members 
Mstep: Class 4 contains 30972 members 
Mstep: Class 5 contains 11370 members 
Mstep: Class 6 contains 8685 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 5725 members 
Mstep: Class 9 contains 20213 members 
Mstep: Class 10 contains 37513 members 
Mstep: Class 11 contains 7771 members 
Mstep: Class 12 contains 170683 members 
Mstep: Class 13 contains 9203 members 
Mstep: Class 14 contains 101890 members 
Mstep: Class 15 contains 26201 members 
Mstep: Class 16 contains 29389 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 125430 members 
Mstep: Class 19 contains 21438 members 
Mstep: Class 20 contains 9021 members 
Mstep: Class 21 contains 231437 members 
Mstep: Class 22 contains 55461 members 
Mstep: Class 23 contains 24465 members 
Mstep: Class 24 contains 157668 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7208 members 
Mstep: Class 27 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158462176.000000 Penalty: 94431.562500
Iteration 96Q: 28 clusters Score -1.584622e+08 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 155301 members 
Mstep: Class 2 contains 62160 members 
Mstep: Class 3 contains 19134 members 
Mstep: Class 4 contains 30966 members 
Mstep: Class 5 contains 11382 members 
Mstep: Class 6 contains 8683 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 5730 members 
Mstep: Class 9 contains 20222 members 
Mstep: Class 10 contains 37513 members 
Mstep: Class 11 contains 7774 members 
Mstep: Class 12 contains 171709 members 
Mstep: Class 13 contains 9233 members 
Mstep: Class 14 contains 101879 members 
Mstep: Class 15 contains 26203 members 
Mstep: Class 16 contains 29386 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 125477 members 
Mstep: Class 19 contains 21415 members 
Mstep: Class 20 contains 9023 members 
Mstep: Class 21 contains 231394 members 
Mstep: Class 22 contains 55447 members 
Mstep: Class 23 contains 24432 members 
Mstep: Class 24 contains 157564 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7238 members 
Mstep: Class 27 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158462416.000000 Penalty: 94431.562500
Iteration 97Q: 28 clusters Score -1.584624e+08 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 154253 members 
Mstep: Class 2 contains 62241 members 
Mstep: Class 3 contains 19101 members 
Mstep: Class 4 contains 30969 members 
Mstep: Class 5 contains 11391 members 
Mstep: Class 6 contains 8681 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 20236 members 
Mstep: Class 10 contains 37511 members 
Mstep: Class 11 contains 7761 members 
Mstep: Class 12 contains 172820 members 
Mstep: Class 13 contains 9259 members 
Mstep: Class 14 contains 101863 members 
Mstep: Class 15 contains 26196 members 
Mstep: Class 16 contains 29376 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 125531 members 
Mstep: Class 19 contains 21396 members 
Mstep: Class 20 contains 9031 members 
Mstep: Class 21 contains 231320 members 
Mstep: Class 22 contains 55429 members 
Mstep: Class 23 contains 24425 members 
Mstep: Class 24 contains 157472 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7269 members 
Mstep: Class 27 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158462832.000000 Penalty: 94431.562500
Iteration 98Q: 28 clusters Score -1.584628e+08 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 153125 members 
Mstep: Class 2 contains 62334 members 
Mstep: Class 3 contains 19071 members 
Mstep: Class 4 contains 30967 members 
Mstep: Class 5 contains 11399 members 
Mstep: Class 6 contains 8680 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 5738 members 
Mstep: Class 9 contains 20227 members 
Mstep: Class 10 contains 37513 members 
Mstep: Class 11 contains 7759 members 
Mstep: Class 12 contains 173996 members 
Mstep: Class 13 contains 9279 members 
Mstep: Class 14 contains 101842 members 
Mstep: Class 15 contains 26189 members 
Mstep: Class 16 contains 29362 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 125584 members 
Mstep: Class 19 contains 21365 members 
Mstep: Class 20 contains 9046 members 
Mstep: Class 21 contains 231261 members 
Mstep: Class 22 contains 55426 members 
Mstep: Class 23 contains 24423 members 
Mstep: Class 24 contains 157376 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7303 members 
Mstep: Class 27 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158462256.000000 Penalty: 94431.562500
Iteration 99Q: 28 clusters Score -1.584623e+08 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 151983 members 
Mstep: Class 2 contains 62433 members 
Mstep: Class 3 contains 19032 members 
Mstep: Class 4 contains 30959 members 
Mstep: Class 5 contains 11407 members 
Mstep: Class 6 contains 8679 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 5741 members 
Mstep: Class 9 contains 20232 members 
Mstep: Class 10 contains 37523 members 
Mstep: Class 11 contains 7749 members 
Mstep: Class 12 contains 175185 members 
Mstep: Class 13 contains 9290 members 
Mstep: Class 14 contains 101820 members 
Mstep: Class 15 contains 26186 members 
Mstep: Class 16 contains 29342 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 125642 members 
Mstep: Class 19 contains 21331 members 
Mstep: Class 20 contains 9057 members 
Mstep: Class 21 contains 231207 members 
Mstep: Class 22 contains 55423 members 
Mstep: Class 23 contains 24424 members 
Mstep: Class 24 contains 157296 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7324 members 
Mstep: Class 27 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158462000.000000 Penalty: 94431.562500
Iteration 100F: 28 clusters Score -1.58462e+08 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 150848 members 
Mstep: Class 2 contains 62531 members 
Mstep: Class 3 contains 18992 members 
Mstep: Class 4 contains 30955 members 
Mstep: Class 5 contains 11416 members 
Mstep: Class 6 contains 8678 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 5743 members 
Mstep: Class 9 contains 20238 members 
Mstep: Class 10 contains 37526 members 
Mstep: Class 11 contains 7743 members 
Mstep: Class 12 contains 176375 members 
Mstep: Class 13 contains 9295 members 
Mstep: Class 14 contains 101793 members 
Mstep: Class 15 contains 26175 members 
Mstep: Class 16 contains 29325 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 125697 members 
Mstep: Class 19 contains 21299 members 
Mstep: Class 20 contains 9088 members 
Mstep: Class 21 contains 231138 members 
Mstep: Class 22 contains 55409 members 
Mstep: Class 23 contains 24446 members 
Mstep: Class 24 contains 157210 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7345 members 
Mstep: Class 27 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461504.000000 Penalty: 94431.562500
Iteration 101Q: 28 clusters Score -1.584615e+08 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 149664 members 
Mstep: Class 2 contains 62649 members 
Mstep: Class 3 contains 18920 members 
Mstep: Class 4 contains 30953 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 8679 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 5745 members 
Mstep: Class 9 contains 20234 members 
Mstep: Class 10 contains 37530 members 
Mstep: Class 11 contains 7732 members 
Mstep: Class 12 contains 177622 members 
Mstep: Class 13 contains 9318 members 
Mstep: Class 14 contains 101781 members 
Mstep: Class 15 contains 26171 members 
Mstep: Class 16 contains 29308 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 125727 members 
Mstep: Class 19 contains 21266 members 
Mstep: Class 20 contains 9107 members 
Mstep: Class 21 contains 231089 members 
Mstep: Class 22 contains 55398 members 
Mstep: Class 23 contains 24449 members 
Mstep: Class 24 contains 157130 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7363 members 
Mstep: Class 27 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461552.000000 Penalty: 94431.562500
Iteration 102Q: 28 clusters Score -1.584616e+08 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 148405 members 
Mstep: Class 2 contains 62781 members 
Mstep: Class 3 contains 18844 members 
Mstep: Class 4 contains 30952 members 
Mstep: Class 5 contains 11443 members 
Mstep: Class 6 contains 8680 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 5748 members 
Mstep: Class 9 contains 20202 members 
Mstep: Class 10 contains 37541 members 
Mstep: Class 11 contains 7723 members 
Mstep: Class 12 contains 178948 members 
Mstep: Class 13 contains 9322 members 
Mstep: Class 14 contains 101762 members 
Mstep: Class 15 contains 26164 members 
Mstep: Class 16 contains 29309 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 125770 members 
Mstep: Class 19 contains 21232 members 
Mstep: Class 20 contains 9126 members 
Mstep: Class 21 contains 231002 members 
Mstep: Class 22 contains 55396 members 
Mstep: Class 23 contains 24461 members 
Mstep: Class 24 contains 157067 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7387 members 
Mstep: Class 27 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461712.000000 Penalty: 94431.562500
Iteration 103Q: 28 clusters Score -1.584617e+08 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 147093 members 
Mstep: Class 2 contains 62966 members 
Mstep: Class 3 contains 18775 members 
Mstep: Class 4 contains 30956 members 
Mstep: Class 5 contains 11450 members 
Mstep: Class 6 contains 8682 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 20170 members 
Mstep: Class 10 contains 37549 members 
Mstep: Class 11 contains 7721 members 
Mstep: Class 12 contains 180287 members 
Mstep: Class 13 contains 9327 members 
Mstep: Class 14 contains 101740 members 
Mstep: Class 15 contains 26151 members 
Mstep: Class 16 contains 29313 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 125811 members 
Mstep: Class 19 contains 21199 members 
Mstep: Class 20 contains 9147 members 
Mstep: Class 21 contains 230922 members 
Mstep: Class 22 contains 55389 members 
Mstep: Class 23 contains 24455 members 
Mstep: Class 24 contains 156997 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7416 members 
Mstep: Class 27 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461760.000000 Penalty: 94431.562500
Iteration 104Q: 28 clusters Score -1.584618e+08 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 145851 members 
Mstep: Class 2 contains 63173 members 
Mstep: Class 3 contains 18712 members 
Mstep: Class 4 contains 30961 members 
Mstep: Class 5 contains 11467 members 
Mstep: Class 6 contains 8678 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 5755 members 
Mstep: Class 9 contains 20125 members 
Mstep: Class 10 contains 37555 members 
Mstep: Class 11 contains 7710 members 
Mstep: Class 12 contains 181507 members 
Mstep: Class 13 contains 9342 members 
Mstep: Class 14 contains 101726 members 
Mstep: Class 15 contains 26142 members 
Mstep: Class 16 contains 29301 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 125863 members 
Mstep: Class 19 contains 21170 members 
Mstep: Class 20 contains 9169 members 
Mstep: Class 21 contains 230827 members 
Mstep: Class 22 contains 55378 members 
Mstep: Class 23 contains 24476 members 
Mstep: Class 24 contains 156950 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7428 members 
Mstep: Class 27 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461776.000000 Penalty: 94431.562500
Iteration 105Q: 28 clusters Score -1.584618e+08 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 144607 members 
Mstep: Class 2 contains 63373 members 
Mstep: Class 3 contains 18658 members 
Mstep: Class 4 contains 30956 members 
Mstep: Class 5 contains 11478 members 
Mstep: Class 6 contains 8673 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 20097 members 
Mstep: Class 10 contains 37562 members 
Mstep: Class 11 contains 7707 members 
Mstep: Class 12 contains 182716 members 
Mstep: Class 13 contains 9370 members 
Mstep: Class 14 contains 101718 members 
Mstep: Class 15 contains 26125 members 
Mstep: Class 16 contains 29280 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 125899 members 
Mstep: Class 19 contains 21151 members 
Mstep: Class 20 contains 9191 members 
Mstep: Class 21 contains 230742 members 
Mstep: Class 22 contains 55373 members 
Mstep: Class 23 contains 24517 members 
Mstep: Class 24 contains 156878 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7437 members 
Mstep: Class 27 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461728.000000 Penalty: 94431.562500
Iteration 106Q: 28 clusters Score -1.584617e+08 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 143389 members 
Mstep: Class 2 contains 63576 members 
Mstep: Class 3 contains 18600 members 
Mstep: Class 4 contains 30948 members 
Mstep: Class 5 contains 11490 members 
Mstep: Class 6 contains 8674 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 5761 members 
Mstep: Class 9 contains 20047 members 
Mstep: Class 10 contains 37577 members 
Mstep: Class 11 contains 7701 members 
Mstep: Class 12 contains 183906 members 
Mstep: Class 13 contains 9381 members 
Mstep: Class 14 contains 101700 members 
Mstep: Class 15 contains 26112 members 
Mstep: Class 16 contains 29264 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 125947 members 
Mstep: Class 19 contains 21126 members 
Mstep: Class 20 contains 9221 members 
Mstep: Class 21 contains 230651 members 
Mstep: Class 22 contains 55361 members 
Mstep: Class 23 contains 24558 members 
Mstep: Class 24 contains 156828 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7448 members 
Mstep: Class 27 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461776.000000 Penalty: 94431.562500
Iteration 107Q: 28 clusters Score -1.584618e+08 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 142165 members 
Mstep: Class 2 contains 63799 members 
Mstep: Class 3 contains 18555 members 
Mstep: Class 4 contains 30946 members 
Mstep: Class 5 contains 11501 members 
Mstep: Class 6 contains 8672 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 5764 members 
Mstep: Class 9 contains 19996 members 
Mstep: Class 10 contains 37579 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 185035 members 
Mstep: Class 13 contains 9399 members 
Mstep: Class 14 contains 101684 members 
Mstep: Class 15 contains 26104 members 
Mstep: Class 16 contains 29254 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126011 members 
Mstep: Class 19 contains 21098 members 
Mstep: Class 20 contains 9241 members 
Mstep: Class 21 contains 230583 members 
Mstep: Class 22 contains 55358 members 
Mstep: Class 23 contains 24594 members 
Mstep: Class 24 contains 156766 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7463 members 
Mstep: Class 27 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461824.000000 Penalty: 94431.562500
Iteration 108Q: 28 clusters Score -1.584618e+08 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 140949 members 
Mstep: Class 2 contains 64029 members 
Mstep: Class 3 contains 18503 members 
Mstep: Class 4 contains 30942 members 
Mstep: Class 5 contains 11518 members 
Mstep: Class 6 contains 8671 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 5764 members 
Mstep: Class 9 contains 19948 members 
Mstep: Class 10 contains 37579 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 186105 members 
Mstep: Class 13 contains 9432 members 
Mstep: Class 14 contains 101668 members 
Mstep: Class 15 contains 26092 members 
Mstep: Class 16 contains 29228 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126065 members 
Mstep: Class 19 contains 21070 members 
Mstep: Class 20 contains 9260 members 
Mstep: Class 21 contains 230514 members 
Mstep: Class 22 contains 55346 members 
Mstep: Class 23 contains 24653 members 
Mstep: Class 24 contains 156749 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7482 members 
Mstep: Class 27 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158462096.000000 Penalty: 94431.562500
Iteration 109Q: 28 clusters Score -1.584621e+08 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 139813 members 
Mstep: Class 2 contains 64262 members 
Mstep: Class 3 contains 18463 members 
Mstep: Class 4 contains 30933 members 
Mstep: Class 5 contains 11533 members 
Mstep: Class 6 contains 8670 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 5766 members 
Mstep: Class 9 contains 19898 members 
Mstep: Class 10 contains 37584 members 
Mstep: Class 11 contains 7702 members 
Mstep: Class 12 contains 187105 members 
Mstep: Class 13 contains 9442 members 
Mstep: Class 14 contains 101652 members 
Mstep: Class 15 contains 26077 members 
Mstep: Class 16 contains 29226 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126102 members 
Mstep: Class 19 contains 21035 members 
Mstep: Class 20 contains 9278 members 
Mstep: Class 21 contains 230456 members 
Mstep: Class 22 contains 55348 members 
Mstep: Class 23 contains 24723 members 
Mstep: Class 24 contains 156699 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7498 members 
Mstep: Class 27 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158462016.000000 Penalty: 94431.562500
Iteration 110Q: 28 clusters Score -1.58462e+08 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 138703 members 
Mstep: Class 2 contains 64529 members 
Mstep: Class 3 contains 18413 members 
Mstep: Class 4 contains 30921 members 
Mstep: Class 5 contains 11553 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 5768 members 
Mstep: Class 9 contains 19822 members 
Mstep: Class 10 contains 37591 members 
Mstep: Class 11 contains 7697 members 
Mstep: Class 12 contains 188106 members 
Mstep: Class 13 contains 9455 members 
Mstep: Class 14 contains 101637 members 
Mstep: Class 15 contains 26064 members 
Mstep: Class 16 contains 29227 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126133 members 
Mstep: Class 19 contains 21006 members 
Mstep: Class 20 contains 9299 members 
Mstep: Class 21 contains 230381 members 
Mstep: Class 22 contains 55347 members 
Mstep: Class 23 contains 24784 members 
Mstep: Class 24 contains 156655 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7505 members 
Mstep: Class 27 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461952.000000 Penalty: 94431.562500
Iteration 111Q: 28 clusters Score -1.58462e+08 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 137745 members 
Mstep: Class 2 contains 64789 members 
Mstep: Class 3 contains 18377 members 
Mstep: Class 4 contains 30912 members 
Mstep: Class 5 contains 11577 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 5768 members 
Mstep: Class 9 contains 19764 members 
Mstep: Class 10 contains 37600 members 
Mstep: Class 11 contains 7693 members 
Mstep: Class 12 contains 188985 members 
Mstep: Class 13 contains 9484 members 
Mstep: Class 14 contains 101620 members 
Mstep: Class 15 contains 26047 members 
Mstep: Class 16 contains 29219 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126143 members 
Mstep: Class 19 contains 20975 members 
Mstep: Class 20 contains 9315 members 
Mstep: Class 21 contains 230306 members 
Mstep: Class 22 contains 55348 members 
Mstep: Class 23 contains 24822 members 
Mstep: Class 24 contains 156611 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7496 members 
Mstep: Class 27 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461904.000000 Penalty: 94431.562500
Iteration 112Q: 28 clusters Score -1.584619e+08 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 136829 members 
Mstep: Class 2 contains 65049 members 
Mstep: Class 3 contains 18330 members 
Mstep: Class 4 contains 30907 members 
Mstep: Class 5 contains 11588 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 5767 members 
Mstep: Class 9 contains 19696 members 
Mstep: Class 10 contains 37612 members 
Mstep: Class 11 contains 7686 members 
Mstep: Class 12 contains 189830 members 
Mstep: Class 13 contains 9510 members 
Mstep: Class 14 contains 101611 members 
Mstep: Class 15 contains 26032 members 
Mstep: Class 16 contains 29218 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126159 members 
Mstep: Class 19 contains 20945 members 
Mstep: Class 20 contains 9335 members 
Mstep: Class 21 contains 230236 members 
Mstep: Class 22 contains 55350 members 
Mstep: Class 23 contains 24860 members 
Mstep: Class 24 contains 156556 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7490 members 
Mstep: Class 27 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158462352.000000 Penalty: 94431.562500
Iteration 113Q: 28 clusters Score -1.584624e+08 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 136051 members 
Mstep: Class 2 contains 65265 members 
Mstep: Class 3 contains 18265 members 
Mstep: Class 4 contains 30899 members 
Mstep: Class 5 contains 11602 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5767 members 
Mstep: Class 9 contains 19622 members 
Mstep: Class 10 contains 37625 members 
Mstep: Class 11 contains 7684 members 
Mstep: Class 12 contains 190573 members 
Mstep: Class 13 contains 9536 members 
Mstep: Class 14 contains 101590 members 
Mstep: Class 15 contains 26020 members 
Mstep: Class 16 contains 29232 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126176 members 
Mstep: Class 19 contains 20914 members 
Mstep: Class 20 contains 9339 members 
Mstep: Class 21 contains 230163 members 
Mstep: Class 22 contains 55354 members 
Mstep: Class 23 contains 24908 members 
Mstep: Class 24 contains 156524 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7488 members 
Mstep: Class 27 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461600.000000 Penalty: 94431.562500
Iteration 114Q: 28 clusters Score -1.584616e+08 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 135325 members 
Mstep: Class 2 contains 65454 members 
Mstep: Class 3 contains 18208 members 
Mstep: Class 4 contains 30894 members 
Mstep: Class 5 contains 11619 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5767 members 
Mstep: Class 9 contains 19561 members 
Mstep: Class 10 contains 37631 members 
Mstep: Class 11 contains 7683 members 
Mstep: Class 12 contains 191280 members 
Mstep: Class 13 contains 9559 members 
Mstep: Class 14 contains 101576 members 
Mstep: Class 15 contains 26001 members 
Mstep: Class 16 contains 29236 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126176 members 
Mstep: Class 19 contains 20886 members 
Mstep: Class 20 contains 9352 members 
Mstep: Class 21 contains 230100 members 
Mstep: Class 22 contains 55352 members 
Mstep: Class 23 contains 24957 members 
Mstep: Class 24 contains 156482 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7498 members 
Mstep: Class 27 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461616.000000 Penalty: 94431.562500
Iteration 115Q: 28 clusters Score -1.584616e+08 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 134684 members 
Mstep: Class 2 contains 65620 members 
Mstep: Class 3 contains 18151 members 
Mstep: Class 4 contains 30893 members 
Mstep: Class 5 contains 11641 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5767 members 
Mstep: Class 9 contains 19518 members 
Mstep: Class 10 contains 37635 members 
Mstep: Class 11 contains 7683 members 
Mstep: Class 12 contains 191950 members 
Mstep: Class 13 contains 9569 members 
Mstep: Class 14 contains 101564 members 
Mstep: Class 15 contains 25978 members 
Mstep: Class 16 contains 29231 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126187 members 
Mstep: Class 19 contains 20859 members 
Mstep: Class 20 contains 9363 members 
Mstep: Class 21 contains 230009 members 
Mstep: Class 22 contains 55342 members 
Mstep: Class 23 contains 24998 members 
Mstep: Class 24 contains 156451 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7506 members 
Mstep: Class 27 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461456.000000 Penalty: 94431.562500
Iteration 116Q: 28 clusters Score -1.584615e+08 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 134143 members 
Mstep: Class 2 contains 65785 members 
Mstep: Class 3 contains 18090 members 
Mstep: Class 4 contains 30886 members 
Mstep: Class 5 contains 11663 members 
Mstep: Class 6 contains 8663 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5767 members 
Mstep: Class 9 contains 19470 members 
Mstep: Class 10 contains 37638 members 
Mstep: Class 11 contains 7677 members 
Mstep: Class 12 contains 192541 members 
Mstep: Class 13 contains 9582 members 
Mstep: Class 14 contains 101552 members 
Mstep: Class 15 contains 25961 members 
Mstep: Class 16 contains 29237 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126193 members 
Mstep: Class 19 contains 20830 members 
Mstep: Class 20 contains 9374 members 
Mstep: Class 21 contains 229924 members 
Mstep: Class 22 contains 55331 members 
Mstep: Class 23 contains 25041 members 
Mstep: Class 24 contains 156417 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7499 members 
Mstep: Class 27 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461648.000000 Penalty: 94431.562500
Iteration 117Q: 28 clusters Score -1.584616e+08 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 133624 members 
Mstep: Class 2 contains 65948 members 
Mstep: Class 3 contains 18023 members 
Mstep: Class 4 contains 30881 members 
Mstep: Class 5 contains 11688 members 
Mstep: Class 6 contains 8663 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5768 members 
Mstep: Class 9 contains 19427 members 
Mstep: Class 10 contains 37645 members 
Mstep: Class 11 contains 7670 members 
Mstep: Class 12 contains 193098 members 
Mstep: Class 13 contains 9590 members 
Mstep: Class 14 contains 101540 members 
Mstep: Class 15 contains 25948 members 
Mstep: Class 16 contains 29255 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126208 members 
Mstep: Class 19 contains 20799 members 
Mstep: Class 20 contains 9388 members 
Mstep: Class 21 contains 229823 members 
Mstep: Class 22 contains 55328 members 
Mstep: Class 23 contains 25067 members 
Mstep: Class 24 contains 156385 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7498 members 
Mstep: Class 27 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461488.000000 Penalty: 94431.562500
Iteration 118Q: 28 clusters Score -1.584615e+08 nChanged 1637
Entering ConstructFrom: 
Score: -158461488.000000 Penalty: 94431.562500
Entering ConstructFrom: 
Trying to split cluster 1 (133141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133141 members 
Entering Unmasked Estep 
Score: -16224017.000000 Penalty: 2926.192627
	Iteration 0F: 2 clusters Score -1.622402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66740 members 
Mstep: Class 2 contains 66401 members 
Entering Unmasked Estep 
Score: -16135000.000000 Penalty: 5852.385254
	Iteration 0F: 3 clusters Score -1.6135e+07 nChanged 63219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69771 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -16171366.000000 Penalty: 5852.385254
	Iteration 1F: 3 clusters Score -1.617137e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71632 members 
Mstep: Class 2 contains 61509 members 
Entering Unmasked Estep 
Score: -16172376.000000 Penalty: 5852.385254
	Iteration 2Q: 3 clusters Score -1.617238e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74509 members 
Mstep: Class 2 contains 58632 members 
Entering Unmasked Estep 
Score: -16173733.000000 Penalty: 5852.385254
	Iteration 3Q: 3 clusters Score -1.617373e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78823 members 
Mstep: Class 2 contains 54318 members 
Entering Unmasked Estep 
Score: -16176076.000000 Penalty: 5852.385254
	Iteration 4Q: 3 clusters Score -1.617608e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85060 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -16179883.000000 Penalty: 5852.385254
	Iteration 5F: 3 clusters Score -1.617988e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93489 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -16185936.000000 Penalty: 5852.385254
	Iteration 6F: 3 clusters Score -1.618594e+07 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103739 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -16194497.000000 Penalty: 5852.385254
	Iteration 7F: 3 clusters Score -1.61945e+07 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114341 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -16204282.000000 Penalty: 5852.385254
	Iteration 8F: 3 clusters Score -1.620428e+07 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123074 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -16212757.000000 Penalty: 5852.385254
	Iteration 9F: 3 clusters Score -1.621276e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128399 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -16217688.000000 Penalty: 5852.385254
	Iteration 10Q: 3 clusters Score -1.621769e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130951 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -16219791.000000 Penalty: 5852.385254
	Iteration 11Q: 3 clusters Score -1.621979e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131939 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -16220628.000000 Penalty: 5852.385254
	Iteration 12Q: 3 clusters Score -1.622063e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132346 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -16220961.000000 Penalty: 5852.385254
	Iteration 13Q: 3 clusters Score -1.622096e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132540 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -16221161.000000 Penalty: 5852.385254
	Iteration 14Q: 3 clusters Score -1.622116e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132636 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -16221254.000000 Penalty: 5852.385254
	Iteration 15Q: 3 clusters Score -1.622125e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132681 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -16221329.000000 Penalty: 5852.385254
	Iteration 16Q: 3 clusters Score -1.622133e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132704 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -16221367.000000 Penalty: 5852.385254
	Iteration 17Q: 3 clusters Score -1.622137e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132725 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -16221396.000000 Penalty: 5852.385254
	Iteration 18Q: 3 clusters Score -1.62214e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132734 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -16221412.000000 Penalty: 5852.385254
	Iteration 19Q: 3 clusters Score -1.622141e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132744 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -16221418.000000 Penalty: 5852.385254
	Iteration 20F: 3 clusters Score -1.622142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132751 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -16221424.000000 Penalty: 5852.385254
	Iteration 21Q: 3 clusters Score -1.622142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132755 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -16221428.000000 Penalty: 5852.385254
	Iteration 22Q: 3 clusters Score -1.622143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132756 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -16221426.000000 Penalty: 5852.385254
	Iteration 23Q: 3 clusters Score -1.622143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132762 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -16221444.000000 Penalty: 5852.385254
	Iteration 24Q: 3 clusters Score -1.622144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132765 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -16221450.000000 Penalty: 5852.385254
	Iteration 25Q: 3 clusters Score -1.622145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132762 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -16221449.000000 Penalty: 5852.385254
	Iteration 26Q: 3 clusters Score -1.622145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132762 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -16221449.000000 Penalty: 5852.385254
	Iteration 27F: 3 clusters Score -1.622145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (66092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66092 members 
Entering Unmasked Estep 
Score: -8108884.500000 Penalty: 2752.502930
	Iteration 0F: 2 clusters Score -8108884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -8064755.500000 Penalty: 5505.005859
	Iteration 0F: 3 clusters Score -8064756 nChanged 30852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -8082291.000000 Penalty: 5505.005859
	Iteration 1F: 3 clusters Score -8082291 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -8083041.000000 Penalty: 5505.005859
	Iteration 2Q: 3 clusters Score -8083041 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -8083834.500000 Penalty: 5505.005859
	Iteration 3Q: 3 clusters Score -8083834 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -8084796.000000 Penalty: 5505.005859
	Iteration 4Q: 3 clusters Score -8084796 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -8085892.000000 Penalty: 5505.005859
	Iteration 5Q: 3 clusters Score -8085892 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -8087476.500000 Penalty: 5505.005859
	Iteration 6Q: 3 clusters Score -8087476 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -8089551.500000 Penalty: 5505.005859
	Iteration 7F: 3 clusters Score -8089552 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -8092008.000000 Penalty: 5505.005859
	Iteration 8F: 3 clusters Score -8092008 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 49261 members 
Entering Unmasked Estep 
Score: -8094714.000000 Penalty: 5505.005859
	Iteration 9F: 3 clusters Score -8094714 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -8097213.000000 Penalty: 5505.005859
	Iteration 10F: 3 clusters Score -8097213 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 55068 members 
Entering Unmasked Estep 
Score: -8099290.500000 Penalty: 5505.005859
	Iteration 11Q: 3 clusters Score -8099290 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 57223 members 
Entering Unmasked Estep 
Score: -8100913.000000 Penalty: 5505.005859
	Iteration 12Q: 3 clusters Score -8100913 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 58983 members 
Entering Unmasked Estep 
Score: -8102198.000000 Penalty: 5505.005859
	Iteration 13Q: 3 clusters Score -8102198 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -8103165.000000 Penalty: 5505.005859
	Iteration 14Q: 3 clusters Score -8103165 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 61544 members 
Entering Unmasked Estep 
Score: -8103874.000000 Penalty: 5505.005859
	Iteration 15Q: 3 clusters Score -8103874 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 62500 members 
Entering Unmasked Estep 
Score: -8104550.500000 Penalty: 5505.005859
	Iteration 16Q: 3 clusters Score -8104550 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -8105021.000000 Penalty: 5505.005859
	Iteration 17Q: 3 clusters Score -8105021 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 63824 members 
Entering Unmasked Estep 
Score: -8105419.500000 Penalty: 5505.005859
	Iteration 18Q: 3 clusters Score -8105420 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 64259 members 
Entering Unmasked Estep 
Score: -8105697.500000 Penalty: 5505.005859
	Iteration 19Q: 3 clusters Score -8105698 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 64579 members 
Entering Unmasked Estep 
Score: -8105918.000000 Penalty: 5505.005859
	Iteration 20F: 3 clusters Score -8105918 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 64817 members 
Entering Unmasked Estep 
Score: -8106063.000000 Penalty: 5505.005859
	Iteration 21Q: 3 clusters Score -8106063 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 64987 members 
Entering Unmasked Estep 
Score: -8106165.500000 Penalty: 5505.005859
	Iteration 22Q: 3 clusters Score -8106166 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 65101 members 
Entering Unmasked Estep 
Score: -8106232.000000 Penalty: 5505.005859
	Iteration 23Q: 3 clusters Score -8106232 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 65189 members 
Entering Unmasked Estep 
Score: -8106306.000000 Penalty: 5505.005859
	Iteration 24Q: 3 clusters Score -8106306 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 65272 members 
Entering Unmasked Estep 
Score: -8106357.500000 Penalty: 5505.005859
	Iteration 25Q: 3 clusters Score -8106358 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 65337 members 
Entering Unmasked Estep 
Score: -8106400.000000 Penalty: 5505.005859
	Iteration 26Q: 3 clusters Score -8106400 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 65382 members 
Entering Unmasked Estep 
Score: -8106430.000000 Penalty: 5505.005859
	Iteration 27Q: 3 clusters Score -8106430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 65412 members 
Entering Unmasked Estep 
Score: -8106437.000000 Penalty: 5505.005859
	Iteration 28Q: 3 clusters Score -8106437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 65434 members 
Entering Unmasked Estep 
Score: -8106457.000000 Penalty: 5505.005859
	Iteration 29Q: 3 clusters Score -8106457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 65446 members 
Entering Unmasked Estep 
Score: -8106475.000000 Penalty: 5505.005859
	Iteration 30Q: 3 clusters Score -8106475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 65461 members 
Entering Unmasked Estep 
Score: -8106476.000000 Penalty: 5505.005859
	Iteration 31Q: 3 clusters Score -8106476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 65474 members 
Entering Unmasked Estep 
Score: -8106487.000000 Penalty: 5505.005859
	Iteration 32Q: 3 clusters Score -8106487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 65484 members 
Entering Unmasked Estep 
Score: -8106505.000000 Penalty: 5505.005859
	Iteration 33Q: 3 clusters Score -8106505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 65494 members 
Entering Unmasked Estep 
Score: -8106508.500000 Penalty: 5505.005859
	Iteration 34Q: 3 clusters Score -8106508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 65503 members 
Entering Unmasked Estep 
Score: -8106513.000000 Penalty: 5505.005859
	Iteration 35Q: 3 clusters Score -8106513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -8106518.500000 Penalty: 5505.005859
	Iteration 36Q: 3 clusters Score -8106518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 65522 members 
Entering Unmasked Estep 
Score: -8106533.000000 Penalty: 5505.005859
	Iteration 37Q: 3 clusters Score -8106533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 65530 members 
Entering Unmasked Estep 
Score: -8106536.500000 Penalty: 5505.005859
	Iteration 38Q: 3 clusters Score -8106536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 65535 members 
Entering Unmasked Estep 
Score: -8106556.000000 Penalty: 5505.005859
	Iteration 39Q: 3 clusters Score -8106556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 65541 members 
Entering Unmasked Estep 
Score: -8106556.000000 Penalty: 5505.005859
	Iteration 40F: 3 clusters Score -8106556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 65546 members 
Entering Unmasked Estep 
Score: -8106556.500000 Penalty: 5505.005859
	Iteration 41Q: 3 clusters Score -8106556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 65547 members 
Entering Unmasked Estep 
Score: -8106559.000000 Penalty: 5505.005859
	Iteration 42Q: 3 clusters Score -8106559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 65550 members 
Entering Unmasked Estep 
Score: -8106569.000000 Penalty: 5505.005859
	Iteration 43Q: 3 clusters Score -8106569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 65553 members 
Entering Unmasked Estep 
Score: -8106565.000000 Penalty: 5505.005859
	Iteration 44Q: 3 clusters Score -8106565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 65553 members 
Entering Unmasked Estep 
Score: -8106565.000000 Penalty: 5505.005859
	Iteration 45F: 3 clusters Score -8106565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Entering Unmasked Estep 
Score: -2054879.500000 Penalty: 2429.079834
	Iteration 0F: 2 clusters Score -2054880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2042142.375000 Penalty: 4858.159668
	Iteration 0F: 3 clusters Score -2042142 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2046307.375000 Penalty: 4858.159668
	Iteration 1F: 3 clusters Score -2046307 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2046771.125000 Penalty: 4858.159668
	Iteration 2F: 3 clusters Score -2046771 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2047181.375000 Penalty: 4858.159668
	Iteration 3F: 3 clusters Score -2047181 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2047622.875000 Penalty: 4858.159668
	Iteration 4Q: 3 clusters Score -2047623 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2048090.000000 Penalty: 4858.159668
	Iteration 5F: 3 clusters Score -2048090 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2048574.625000 Penalty: 4858.159668
	Iteration 6Q: 3 clusters Score -2048575 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2049090.750000 Penalty: 4858.159668
	Iteration 7F: 3 clusters Score -2049091 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2049579.250000 Penalty: 4858.159668
	Iteration 8Q: 3 clusters Score -2049579 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2049997.875000 Penalty: 4858.159668
	Iteration 9Q: 3 clusters Score -2049998 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2050334.500000 Penalty: 4858.159668
	Iteration 10Q: 3 clusters Score -2050334 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2050620.250000 Penalty: 4858.159668
	Iteration 11Q: 3 clusters Score -2050620 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2050847.625000 Penalty: 4858.159668
	Iteration 12Q: 3 clusters Score -2050848 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2051005.500000 Penalty: 4858.159668
	Iteration 13Q: 3 clusters Score -2051006 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2051137.000000 Penalty: 4858.159668
	Iteration 14Q: 3 clusters Score -2051137 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2051229.250000 Penalty: 4858.159668
	Iteration 15Q: 3 clusters Score -2051229 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2051290.000000 Penalty: 4858.159668
	Iteration 16Q: 3 clusters Score -2051290 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2051343.125000 Penalty: 4858.159668
	Iteration 17Q: 3 clusters Score -2051343 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2051399.625000 Penalty: 4858.159668
	Iteration 18Q: 3 clusters Score -2051400 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2051466.000000 Penalty: 4858.159668
	Iteration 19Q: 3 clusters Score -2051466 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2051508.750000 Penalty: 4858.159668
	Iteration 20F: 3 clusters Score -2051509 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2051542.750000 Penalty: 4858.159668
	Iteration 21Q: 3 clusters Score -2051543 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2051569.875000 Penalty: 4858.159668
	Iteration 22Q: 3 clusters Score -2051570 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2051602.250000 Penalty: 4858.159668
	Iteration 23Q: 3 clusters Score -2051602 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2051626.125000 Penalty: 4858.159668
	Iteration 24Q: 3 clusters Score -2051626 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2051659.000000 Penalty: 4858.159668
	Iteration 25Q: 3 clusters Score -2051659 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2051685.125000 Penalty: 4858.159668
	Iteration 26Q: 3 clusters Score -2051685 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2051707.500000 Penalty: 4858.159668
	Iteration 27Q: 3 clusters Score -2051708 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2051735.125000 Penalty: 4858.159668
	Iteration 28Q: 3 clusters Score -2051735 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2051747.875000 Penalty: 4858.159668
	Iteration 29Q: 3 clusters Score -2051748 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2051774.500000 Penalty: 4858.159668
	Iteration 30Q: 3 clusters Score -2051774 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2051796.125000 Penalty: 4858.159668
	Iteration 31Q: 3 clusters Score -2051796 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2051816.625000 Penalty: 4858.159668
	Iteration 32Q: 3 clusters Score -2051817 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2051853.500000 Penalty: 4858.159668
	Iteration 33Q: 3 clusters Score -2051854 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2051872.750000 Penalty: 4858.159668
	Iteration 34Q: 3 clusters Score -2051873 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2051898.000000 Penalty: 4858.159668
	Iteration 35Q: 3 clusters Score -2051898 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2051924.000000 Penalty: 4858.159668
	Iteration 36Q: 3 clusters Score -2051924 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2051938.125000 Penalty: 4858.159668
	Iteration 37Q: 3 clusters Score -2051938 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2051961.875000 Penalty: 4858.159668
	Iteration 38Q: 3 clusters Score -2051962 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2051978.250000 Penalty: 4858.159668
	Iteration 39Q: 3 clusters Score -2051978 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2052007.000000 Penalty: 4858.159668
	Iteration 40F: 3 clusters Score -2052007 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2052036.250000 Penalty: 4858.159668
	Iteration 41Q: 3 clusters Score -2052036 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2052061.250000 Penalty: 4858.159668
	Iteration 42Q: 3 clusters Score -2052061 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -2052100.375000 Penalty: 4858.159668
	Iteration 43Q: 3 clusters Score -2052100 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2052129.750000 Penalty: 4858.159668
	Iteration 44Q: 3 clusters Score -2052130 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2052167.250000 Penalty: 4858.159668
	Iteration 45Q: 3 clusters Score -2052167 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2052211.875000 Penalty: 4858.159668
	Iteration 46Q: 3 clusters Score -2052212 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2052252.750000 Penalty: 4858.159668
	Iteration 47Q: 3 clusters Score -2052253 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2052301.625000 Penalty: 4858.159668
	Iteration 48Q: 3 clusters Score -2052302 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2052368.500000 Penalty: 4858.159668
	Iteration 49Q: 3 clusters Score -2052368 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2052437.500000 Penalty: 4858.159668
	Iteration 50Q: 3 clusters Score -2052438 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2052495.250000 Penalty: 4858.159668
	Iteration 51Q: 3 clusters Score -2052495 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2052561.625000 Penalty: 4858.159668
	Iteration 52Q: 3 clusters Score -2052562 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2052600.875000 Penalty: 4858.159668
	Iteration 53Q: 3 clusters Score -2052601 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2052648.250000 Penalty: 4858.159668
	Iteration 54Q: 3 clusters Score -2052648 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2052698.375000 Penalty: 4858.159668
	Iteration 55Q: 3 clusters Score -2052698 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2052753.125000 Penalty: 4858.159668
	Iteration 56Q: 3 clusters Score -2052753 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2052806.500000 Penalty: 4858.159668
	Iteration 57Q: 3 clusters Score -2052806 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2052845.500000 Penalty: 4858.159668
	Iteration 58Q: 3 clusters Score -2052846 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2052893.875000 Penalty: 4858.159668
	Iteration 59Q: 3 clusters Score -2052894 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2052926.750000 Penalty: 4858.159668
	Iteration 60F: 3 clusters Score -2052927 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2052964.375000 Penalty: 4858.159668
	Iteration 61Q: 3 clusters Score -2052964 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2053015.125000 Penalty: 4858.159668
	Iteration 62Q: 3 clusters Score -2053015 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2053056.250000 Penalty: 4858.159668
	Iteration 63Q: 3 clusters Score -2053056 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2053087.750000 Penalty: 4858.159668
	Iteration 64Q: 3 clusters Score -2053088 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2053116.500000 Penalty: 4858.159668
	Iteration 65Q: 3 clusters Score -2053116 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2053143.625000 Penalty: 4858.159668
	Iteration 66Q: 3 clusters Score -2053144 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2053164.500000 Penalty: 4858.159668
	Iteration 67Q: 3 clusters Score -2053164 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2053182.500000 Penalty: 4858.159668
	Iteration 68Q: 3 clusters Score -2053182 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2053208.625000 Penalty: 4858.159668
	Iteration 69Q: 3 clusters Score -2053209 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2053225.750000 Penalty: 4858.159668
	Iteration 70Q: 3 clusters Score -2053226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2053237.125000 Penalty: 4858.159668
	Iteration 71Q: 3 clusters Score -2053237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2053248.875000 Penalty: 4858.159668
	Iteration 72Q: 3 clusters Score -2053249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2053252.750000 Penalty: 4858.159668
	Iteration 73Q: 3 clusters Score -2053253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2053258.375000 Penalty: 4858.159668
	Iteration 74Q: 3 clusters Score -2053258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2053267.500000 Penalty: 4858.159668
	Iteration 75Q: 3 clusters Score -2053268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2053271.250000 Penalty: 4858.159668
	Iteration 76Q: 3 clusters Score -2053271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2053278.250000 Penalty: 4858.159668
	Iteration 77Q: 3 clusters Score -2053278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2053287.500000 Penalty: 4858.159668
	Iteration 78Q: 3 clusters Score -2053288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2053289.250000 Penalty: 4858.159668
	Iteration 79Q: 3 clusters Score -2053289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2053289.875000 Penalty: 4858.159668
	Iteration 80F: 3 clusters Score -2053290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2053292.625000 Penalty: 4858.159668
	Iteration 81Q: 3 clusters Score -2053293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2053298.250000 Penalty: 4858.159668
	Iteration 82Q: 3 clusters Score -2053298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2053297.000000 Penalty: 4858.159668
	Iteration 83Q: 3 clusters Score -2053297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2053296.250000 Penalty: 4858.159668
	Iteration 84Q: 3 clusters Score -2053296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2053296.250000 Penalty: 4858.159668
	Iteration 85F: 3 clusters Score -2053296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Entering Unmasked Estep 
Score: -3764968.250000 Penalty: 2563.798340
	Iteration 0F: 2 clusters Score -3764968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -3743803.750000 Penalty: 5127.596680
	Iteration 0F: 3 clusters Score -3743804 nChanged 13975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3751459.250000 Penalty: 5127.596680
	Iteration 1F: 3 clusters Score -3751459 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -3752056.500000 Penalty: 5127.596680
	Iteration 2F: 3 clusters Score -3752056 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -3752692.750000 Penalty: 5127.596680
	Iteration 3Q: 3 clusters Score -3752693 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -3753416.500000 Penalty: 5127.596680
	Iteration 4Q: 3 clusters Score -3753416 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -3754313.500000 Penalty: 5127.596680
	Iteration 5Q: 3 clusters Score -3754314 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -3755417.750000 Penalty: 5127.596680
	Iteration 6F: 3 clusters Score -3755418 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -3756631.500000 Penalty: 5127.596680
	Iteration 7F: 3 clusters Score -3756632 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -3757748.500000 Penalty: 5127.596680
	Iteration 8F: 3 clusters Score -3757748 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -3758615.750000 Penalty: 5127.596680
	Iteration 9F: 3 clusters Score -3758616 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -3759259.000000 Penalty: 5127.596680
	Iteration 10Q: 3 clusters Score -3759259 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -3759684.750000 Penalty: 5127.596680
	Iteration 11Q: 3 clusters Score -3759685 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -3760010.250000 Penalty: 5127.596680
	Iteration 12Q: 3 clusters Score -3760010 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -3760229.750000 Penalty: 5127.596680
	Iteration 13Q: 3 clusters Score -3760230 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -3760430.500000 Penalty: 5127.596680
	Iteration 14Q: 3 clusters Score -3760430 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -3760579.000000 Penalty: 5127.596680
	Iteration 15Q: 3 clusters Score -3760579 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -3760715.750000 Penalty: 5127.596680
	Iteration 16Q: 3 clusters Score -3760716 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -3760843.500000 Penalty: 5127.596680
	Iteration 17Q: 3 clusters Score -3760844 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -3760950.750000 Penalty: 5127.596680
	Iteration 18Q: 3 clusters Score -3760951 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -3761081.000000 Penalty: 5127.596680
	Iteration 19Q: 3 clusters Score -3761081 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -3761194.750000 Penalty: 5127.596680
	Iteration 20F: 3 clusters Score -3761195 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -3761337.250000 Penalty: 5127.596680
	Iteration 21Q: 3 clusters Score -3761337 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -3761463.750000 Penalty: 5127.596680
	Iteration 22Q: 3 clusters Score -3761464 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -3761561.250000 Penalty: 5127.596680
	Iteration 23Q: 3 clusters Score -3761561 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -3761669.000000 Penalty: 5127.596680
	Iteration 24Q: 3 clusters Score -3761669 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -3761783.250000 Penalty: 5127.596680
	Iteration 25Q: 3 clusters Score -3761783 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -3761893.500000 Penalty: 5127.596680
	Iteration 26Q: 3 clusters Score -3761894 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -3761997.500000 Penalty: 5127.596680
	Iteration 27Q: 3 clusters Score -3761998 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -3762123.250000 Penalty: 5127.596680
	Iteration 28Q: 3 clusters Score -3762123 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -3762219.250000 Penalty: 5127.596680
	Iteration 29Q: 3 clusters Score -3762219 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -3762297.750000 Penalty: 5127.596680
	Iteration 30Q: 3 clusters Score -3762298 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -3762357.750000 Penalty: 5127.596680
	Iteration 31Q: 3 clusters Score -3762358 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -3762428.250000 Penalty: 5127.596680
	Iteration 32Q: 3 clusters Score -3762428 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -3762477.750000 Penalty: 5127.596680
	Iteration 33Q: 3 clusters Score -3762478 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -3762506.500000 Penalty: 5127.596680
	Iteration 34Q: 3 clusters Score -3762506 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -3762549.750000 Penalty: 5127.596680
	Iteration 35Q: 3 clusters Score -3762550 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -3762594.250000 Penalty: 5127.596680
	Iteration 36Q: 3 clusters Score -3762594 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -3762640.750000 Penalty: 5127.596680
	Iteration 37Q: 3 clusters Score -3762641 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -3762667.250000 Penalty: 5127.596680
	Iteration 38Q: 3 clusters Score -3762667 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -3762706.250000 Penalty: 5127.596680
	Iteration 39Q: 3 clusters Score -3762706 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -3762748.750000 Penalty: 5127.596680
	Iteration 40F: 3 clusters Score -3762749 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -3762785.500000 Penalty: 5127.596680
	Iteration 41Q: 3 clusters Score -3762786 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -3762818.250000 Penalty: 5127.596680
	Iteration 42Q: 3 clusters Score -3762818 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -3762838.000000 Penalty: 5127.596680
	Iteration 43Q: 3 clusters Score -3762838 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -3762859.750000 Penalty: 5127.596680
	Iteration 44Q: 3 clusters Score -3762860 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -3762885.500000 Penalty: 5127.596680
	Iteration 45Q: 3 clusters Score -3762886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -3762898.000000 Penalty: 5127.596680
	Iteration 46Q: 3 clusters Score -3762898 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -3762912.750000 Penalty: 5127.596680
	Iteration 47Q: 3 clusters Score -3762913 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -3762919.500000 Penalty: 5127.596680
	Iteration 48Q: 3 clusters Score -3762920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -3762931.250000 Penalty: 5127.596680
	Iteration 49Q: 3 clusters Score -3762931 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -3762958.750000 Penalty: 5127.596680
	Iteration 50Q: 3 clusters Score -3762959 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -3762965.250000 Penalty: 5127.596680
	Iteration 51Q: 3 clusters Score -3762965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -3762974.250000 Penalty: 5127.596680
	Iteration 52Q: 3 clusters Score -3762974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -3762980.000000 Penalty: 5127.596680
	Iteration 53Q: 3 clusters Score -3762980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -3762981.250000 Penalty: 5127.596680
	Iteration 54Q: 3 clusters Score -3762981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -3762980.750000 Penalty: 5127.596680
	Iteration 55Q: 3 clusters Score -3762981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -3762989.000000 Penalty: 5127.596680
	Iteration 56Q: 3 clusters Score -3762989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -3762988.750000 Penalty: 5127.596680
	Iteration 57Q: 3 clusters Score -3762989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -3762989.250000 Penalty: 5127.596680
	Iteration 58Q: 3 clusters Score -3762989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -3762987.250000 Penalty: 5127.596680
	Iteration 59Q: 3 clusters Score -3762987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -3762988.500000 Penalty: 5127.596680
	Iteration 60F: 3 clusters Score -3762988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -3762991.250000 Penalty: 5127.596680
	Iteration 61Q: 3 clusters Score -3762991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -3762992.750000 Penalty: 5127.596680
	Iteration 62Q: 3 clusters Score -3762993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -3762992.500000 Penalty: 5127.596680
	Iteration 63Q: 3 clusters Score -3762992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -3762992.000000 Penalty: 5127.596680
	Iteration 64Q: 3 clusters Score -3762992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -3762990.000000 Penalty: 5127.596680
	Iteration 65Q: 3 clusters Score -3762990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -3762990.000000 Penalty: 5127.596680
	Iteration 66F: 3 clusters Score -3762990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Entering Unmasked Estep 
Score: -1448425.625000 Penalty: 2323.291992
	Iteration 0F: 2 clusters Score -1448426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1439678.750000 Penalty: 4646.583984
	Iteration 0F: 3 clusters Score -1439679 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1442286.500000 Penalty: 4646.583984
	Iteration 1F: 3 clusters Score -1442286 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1442633.750000 Penalty: 4646.583984
	Iteration 2F: 3 clusters Score -1442634 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1442860.250000 Penalty: 4646.583984
	Iteration 3Q: 3 clusters Score -1442860 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1443074.500000 Penalty: 4646.583984
	Iteration 4Q: 3 clusters Score -1443074 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1443294.000000 Penalty: 4646.583984
	Iteration 5Q: 3 clusters Score -1443294 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1443531.625000 Penalty: 4646.583984
	Iteration 6Q: 3 clusters Score -1443532 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1443773.250000 Penalty: 4646.583984
	Iteration 7Q: 3 clusters Score -1443773 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1444077.625000 Penalty: 4646.583984
	Iteration 8Q: 3 clusters Score -1444078 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1444408.000000 Penalty: 4646.583984
	Iteration 9Q: 3 clusters Score -1444408 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1444733.500000 Penalty: 4646.583984
	Iteration 10Q: 3 clusters Score -1444734 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1445041.000000 Penalty: 4646.583984
	Iteration 11Q: 3 clusters Score -1445041 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1445335.000000 Penalty: 4646.583984
	Iteration 12Q: 3 clusters Score -1445335 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1445582.500000 Penalty: 4646.583984
	Iteration 13Q: 3 clusters Score -1445582 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1445792.750000 Penalty: 4646.583984
	Iteration 14Q: 3 clusters Score -1445793 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1445950.750000 Penalty: 4646.583984
	Iteration 15Q: 3 clusters Score -1445951 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1446080.625000 Penalty: 4646.583984
	Iteration 16Q: 3 clusters Score -1446081 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1446179.125000 Penalty: 4646.583984
	Iteration 17Q: 3 clusters Score -1446179 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1446259.625000 Penalty: 4646.583984
	Iteration 18Q: 3 clusters Score -1446260 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1446321.750000 Penalty: 4646.583984
	Iteration 19Q: 3 clusters Score -1446322 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1446360.875000 Penalty: 4646.583984
	Iteration 20F: 3 clusters Score -1446361 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1446395.625000 Penalty: 4646.583984
	Iteration 21Q: 3 clusters Score -1446396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1446411.125000 Penalty: 4646.583984
	Iteration 22Q: 3 clusters Score -1446411 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1446420.125000 Penalty: 4646.583984
	Iteration 23Q: 3 clusters Score -1446420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1446427.625000 Penalty: 4646.583984
	Iteration 24Q: 3 clusters Score -1446428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1446434.625000 Penalty: 4646.583984
	Iteration 25Q: 3 clusters Score -1446435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1446443.375000 Penalty: 4646.583984
	Iteration 26Q: 3 clusters Score -1446443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1446448.875000 Penalty: 4646.583984
	Iteration 27Q: 3 clusters Score -1446449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1446453.000000 Penalty: 4646.583984
	Iteration 28Q: 3 clusters Score -1446453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1446464.500000 Penalty: 4646.583984
	Iteration 29Q: 3 clusters Score -1446464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1446465.500000 Penalty: 4646.583984
	Iteration 30Q: 3 clusters Score -1446466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1446469.625000 Penalty: 4646.583984
	Iteration 31Q: 3 clusters Score -1446470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1446470.625000 Penalty: 4646.583984
	Iteration 32Q: 3 clusters Score -1446471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1446473.250000 Penalty: 4646.583984
	Iteration 33Q: 3 clusters Score -1446473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1446476.250000 Penalty: 4646.583984
	Iteration 34Q: 3 clusters Score -1446476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1446478.000000 Penalty: 4646.583984
	Iteration 35Q: 3 clusters Score -1446478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1446482.375000 Penalty: 4646.583984
	Iteration 36Q: 3 clusters Score -1446482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1446481.000000 Penalty: 4646.583984
	Iteration 37Q: 3 clusters Score -1446481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1446486.250000 Penalty: 4646.583984
	Iteration 38Q: 3 clusters Score -1446486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1446487.125000 Penalty: 4646.583984
	Iteration 39Q: 3 clusters Score -1446487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1446492.625000 Penalty: 4646.583984
	Iteration 40F: 3 clusters Score -1446493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1446494.125000 Penalty: 4646.583984
	Iteration 41Q: 3 clusters Score -1446494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1446495.500000 Penalty: 4646.583984
	Iteration 42Q: 3 clusters Score -1446496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1446491.625000 Penalty: 4646.583984
	Iteration 43Q: 3 clusters Score -1446492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1446491.125000 Penalty: 4646.583984
	Iteration 44Q: 3 clusters Score -1446491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1446498.625000 Penalty: 4646.583984
	Iteration 45Q: 3 clusters Score -1446499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1446500.500000 Penalty: 4646.583984
	Iteration 46Q: 3 clusters Score -1446500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1446500.500000 Penalty: 4646.583984
	Iteration 47F: 3 clusters Score -1446500 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: -1001677.562500 Penalty: 2248.684814
	Iteration 0F: 2 clusters Score -1001678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -994813.750000 Penalty: 4497.369629
	Iteration 0F: 3 clusters Score -994813.8 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -996807.312500 Penalty: 4497.369629
	Iteration 1F: 3 clusters Score -996807.3 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -997105.937500 Penalty: 4497.369629
	Iteration 2F: 3 clusters Score -997105.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -997347.875000 Penalty: 4497.369629
	Iteration 3F: 3 clusters Score -997347.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -997550.187500 Penalty: 4497.369629
	Iteration 4Q: 3 clusters Score -997550.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -997729.187500 Penalty: 4497.369629
	Iteration 5Q: 3 clusters Score -997729.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -997901.437500 Penalty: 4497.369629
	Iteration 6Q: 3 clusters Score -997901.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -998078.562500 Penalty: 4497.369629
	Iteration 7Q: 3 clusters Score -998078.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -998254.312500 Penalty: 4497.369629
	Iteration 8Q: 3 clusters Score -998254.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -998398.312500 Penalty: 4497.369629
	Iteration 9Q: 3 clusters Score -998398.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -998550.875000 Penalty: 4497.369629
	Iteration 10Q: 3 clusters Score -998550.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -998682.500000 Penalty: 4497.369629
	Iteration 11Q: 3 clusters Score -998682.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -998801.187500 Penalty: 4497.369629
	Iteration 12Q: 3 clusters Score -998801.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -998919.562500 Penalty: 4497.369629
	Iteration 13Q: 3 clusters Score -998919.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -999026.437500 Penalty: 4497.369629
	Iteration 14Q: 3 clusters Score -999026.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -999129.375000 Penalty: 4497.369629
	Iteration 15Q: 3 clusters Score -999129.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -999217.250000 Penalty: 4497.369629
	Iteration 16Q: 3 clusters Score -999217.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -999288.437500 Penalty: 4497.369629
	Iteration 17Q: 3 clusters Score -999288.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -999344.562500 Penalty: 4497.369629
	Iteration 18Q: 3 clusters Score -999344.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -999382.125000 Penalty: 4497.369629
	Iteration 19Q: 3 clusters Score -999382.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -999421.750000 Penalty: 4497.369629
	Iteration 20F: 3 clusters Score -999421.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -999454.687500 Penalty: 4497.369629
	Iteration 21Q: 3 clusters Score -999454.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -999490.687500 Penalty: 4497.369629
	Iteration 22Q: 3 clusters Score -999490.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -999518.875000 Penalty: 4497.369629
	Iteration 23Q: 3 clusters Score -999518.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -999555.250000 Penalty: 4497.369629
	Iteration 24Q: 3 clusters Score -999555.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -999594.937500 Penalty: 4497.369629
	Iteration 25Q: 3 clusters Score -999594.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -999641.062500 Penalty: 4497.369629
	Iteration 26Q: 3 clusters Score -999641.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -999687.312500 Penalty: 4497.369629
	Iteration 27Q: 3 clusters Score -999687.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -999726.937500 Penalty: 4497.369629
	Iteration 28Q: 3 clusters Score -999726.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -999762.562500 Penalty: 4497.369629
	Iteration 29Q: 3 clusters Score -999762.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -999786.500000 Penalty: 4497.369629
	Iteration 30Q: 3 clusters Score -999786.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -999803.750000 Penalty: 4497.369629
	Iteration 31Q: 3 clusters Score -999803.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -999819.625000 Penalty: 4497.369629
	Iteration 32Q: 3 clusters Score -999819.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -999828.562500 Penalty: 4497.369629
	Iteration 33Q: 3 clusters Score -999828.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -999834.750000 Penalty: 4497.369629
	Iteration 34Q: 3 clusters Score -999834.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -999844.375000 Penalty: 4497.369629
	Iteration 35Q: 3 clusters Score -999844.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -999851.812500 Penalty: 4497.369629
	Iteration 36Q: 3 clusters Score -999851.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -999858.625000 Penalty: 4497.369629
	Iteration 37Q: 3 clusters Score -999858.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -999864.187500 Penalty: 4497.369629
	Iteration 38Q: 3 clusters Score -999864.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -999867.750000 Penalty: 4497.369629
	Iteration 39Q: 3 clusters Score -999867.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -999868.875000 Penalty: 4497.369629
	Iteration 40F: 3 clusters Score -999868.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -999873.312500 Penalty: 4497.369629
	Iteration 41Q: 3 clusters Score -999873.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -999875.000000 Penalty: 4497.369629
	Iteration 42Q: 3 clusters Score -999875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -999878.250000 Penalty: 4497.369629
	Iteration 43Q: 3 clusters Score -999878.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -999880.125000 Penalty: 4497.369629
	Iteration 44Q: 3 clusters Score -999880.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -999879.250000 Penalty: 4497.369629
	Iteration 45Q: 3 clusters Score -999879.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -999882.812500 Penalty: 4497.369629
	Iteration 46Q: 3 clusters Score -999882.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -999883.437500 Penalty: 4497.369629
	Iteration 47Q: 3 clusters Score -999883.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -999886.500000 Penalty: 4497.369629
	Iteration 48Q: 3 clusters Score -999886.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -999891.062500 Penalty: 4497.369629
	Iteration 49Q: 3 clusters Score -999891.1 nChanged 11
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: -999890.937500 Penalty: 4497.369629
	Iteration 50Q: 3 clusters Score -999890.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -999892.562500 Penalty: 4497.369629
	Iteration 51Q: 3 clusters Score -999892.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -999896.187500 Penalty: 4497.369629
	Iteration 52Q: 3 clusters Score -999896.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -999896.687500 Penalty: 4497.369629
	Iteration 53Q: 3 clusters Score -999896.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -999895.000000 Penalty: 4497.369629
	Iteration 54Q: 3 clusters Score -999895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -999895.000000 Penalty: 4497.369629
	Iteration 55F: 3 clusters Score -999895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -73158.976562 Penalty: 1621.099487
	Iteration 0F: 2 clusters Score -73158.98 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 355 members 
Entering Unmasked Estep 
Score: -71638.960938 Penalty: 3242.198975
	Iteration 0F: 3 clusters Score -71638.96 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71873.218750 Penalty: 3242.198975
	Iteration 1F: 3 clusters Score -71873.22 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -71938.867188 Penalty: 3242.198975
	Iteration 2F: 3 clusters Score -71938.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -71956.992188 Penalty: 3242.198975
	Iteration 3Q: 3 clusters Score -71956.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -71967.468750 Penalty: 3242.198975
	Iteration 4Q: 3 clusters Score -71967.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -71982.882812 Penalty: 3242.198975
	Iteration 5Q: 3 clusters Score -71982.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -72012.492188 Penalty: 3242.198975
	Iteration 6Q: 3 clusters Score -72012.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -72027.578125 Penalty: 3242.198975
	Iteration 7Q: 3 clusters Score -72027.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -72034.562500 Penalty: 3242.198975
	Iteration 8Q: 3 clusters Score -72034.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -72038.132812 Penalty: 3242.198975
	Iteration 9Q: 3 clusters Score -72038.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -72043.382812 Penalty: 3242.198975
	Iteration 10Q: 3 clusters Score -72043.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -72057.875000 Penalty: 3242.198975
	Iteration 11Q: 3 clusters Score -72057.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -72065.531250 Penalty: 3242.198975
	Iteration 12Q: 3 clusters Score -72065.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -72071.601562 Penalty: 3242.198975
	Iteration 13Q: 3 clusters Score -72071.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -72077.601562 Penalty: 3242.198975
	Iteration 14Q: 3 clusters Score -72077.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -72079.757812 Penalty: 3242.198975
	Iteration 15Q: 3 clusters Score -72079.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -72083.476562 Penalty: 3242.198975
	Iteration 16Q: 3 clusters Score -72083.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -72084.828125 Penalty: 3242.198975
	Iteration 17Q: 3 clusters Score -72084.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -72084.828125 Penalty: 3242.198975
	Iteration 18F: 3 clusters Score -72084.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Entering Unmasked Estep 
Score: -672364.937500 Penalty: 2147.699951
	Iteration 0F: 2 clusters Score -672364.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -667376.562500 Penalty: 4295.399902
	Iteration 0F: 3 clusters Score -667376.6 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -668728.937500 Penalty: 4295.399902
	Iteration 1F: 3 clusters Score -668728.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -669017.625000 Penalty: 4295.399902
	Iteration 2F: 3 clusters Score -669017.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -669226.062500 Penalty: 4295.399902
	Iteration 3F: 3 clusters Score -669226.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -669367.812500 Penalty: 4295.399902
	Iteration 4Q: 3 clusters Score -669367.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -669485.687500 Penalty: 4295.399902
	Iteration 5Q: 3 clusters Score -669485.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -669568.000000 Penalty: 4295.399902
	Iteration 6Q: 3 clusters Score -669568 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -669628.500000 Penalty: 4295.399902
	Iteration 7Q: 3 clusters Score -669628.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -669680.312500 Penalty: 4295.399902
	Iteration 8Q: 3 clusters Score -669680.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -669730.000000 Penalty: 4295.399902
	Iteration 9Q: 3 clusters Score -669730 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -669785.437500 Penalty: 4295.399902
	Iteration 10Q: 3 clusters Score -669785.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -669832.062500 Penalty: 4295.399902
	Iteration 11Q: 3 clusters Score -669832.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -669875.812500 Penalty: 4295.399902
	Iteration 12Q: 3 clusters Score -669875.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -669913.812500 Penalty: 4295.399902
	Iteration 13Q: 3 clusters Score -669913.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -669942.812500 Penalty: 4295.399902
	Iteration 14Q: 3 clusters Score -669942.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -669971.250000 Penalty: 4295.399902
	Iteration 15Q: 3 clusters Score -669971.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -669994.750000 Penalty: 4295.399902
	Iteration 16Q: 3 clusters Score -669994.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -670024.250000 Penalty: 4295.399902
	Iteration 17Q: 3 clusters Score -670024.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -670056.625000 Penalty: 4295.399902
	Iteration 18Q: 3 clusters Score -670056.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -670093.500000 Penalty: 4295.399902
	Iteration 19Q: 3 clusters Score -670093.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -670135.125000 Penalty: 4295.399902
	Iteration 20F: 3 clusters Score -670135.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -670180.750000 Penalty: 4295.399902
	Iteration 21Q: 3 clusters Score -670180.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -670234.687500 Penalty: 4295.399902
	Iteration 22Q: 3 clusters Score -670234.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -670285.187500 Penalty: 4295.399902
	Iteration 23Q: 3 clusters Score -670285.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -670327.812500 Penalty: 4295.399902
	Iteration 24Q: 3 clusters Score -670327.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -670361.562500 Penalty: 4295.399902
	Iteration 25Q: 3 clusters Score -670361.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -670396.312500 Penalty: 4295.399902
	Iteration 26Q: 3 clusters Score -670396.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -670437.687500 Penalty: 4295.399902
	Iteration 27Q: 3 clusters Score -670437.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -670475.562500 Penalty: 4295.399902
	Iteration 28Q: 3 clusters Score -670475.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -670509.500000 Penalty: 4295.399902
	Iteration 29Q: 3 clusters Score -670509.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -670543.187500 Penalty: 4295.399902
	Iteration 30Q: 3 clusters Score -670543.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -670569.812500 Penalty: 4295.399902
	Iteration 31Q: 3 clusters Score -670569.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -670604.187500 Penalty: 4295.399902
	Iteration 32Q: 3 clusters Score -670604.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -670629.562500 Penalty: 4295.399902
	Iteration 33Q: 3 clusters Score -670629.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -670648.750000 Penalty: 4295.399902
	Iteration 34Q: 3 clusters Score -670648.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -670668.125000 Penalty: 4295.399902
	Iteration 35Q: 3 clusters Score -670668.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -670681.125000 Penalty: 4295.399902
	Iteration 36Q: 3 clusters Score -670681.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -670687.687500 Penalty: 4295.399902
	Iteration 37Q: 3 clusters Score -670687.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -670690.250000 Penalty: 4295.399902
	Iteration 38Q: 3 clusters Score -670690.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -670693.875000 Penalty: 4295.399902
	Iteration 39Q: 3 clusters Score -670693.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -670702.375000 Penalty: 4295.399902
	Iteration 40F: 3 clusters Score -670702.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -670707.625000 Penalty: 4295.399902
	Iteration 41Q: 3 clusters Score -670707.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -670711.250000 Penalty: 4295.399902
	Iteration 42Q: 3 clusters Score -670711.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -670712.000000 Penalty: 4295.399902
	Iteration 43Q: 3 clusters Score -670712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -670714.375000 Penalty: 4295.399902
	Iteration 44Q: 3 clusters Score -670714.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -670716.375000 Penalty: 4295.399902
	Iteration 45Q: 3 clusters Score -670716.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -670719.250000 Penalty: 4295.399902
	Iteration 46Q: 3 clusters Score -670719.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -670721.375000 Penalty: 4295.399902
	Iteration 47Q: 3 clusters Score -670721.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -670722.312500 Penalty: 4295.399902
	Iteration 48Q: 3 clusters Score -670722.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -670724.437500 Penalty: 4295.399902
	Iteration 49Q: 3 clusters Score -670724.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -670730.250000 Penalty: 4295.399902
	Iteration 50Q: 3 clusters Score -670730.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -670736.500000 Penalty: 4295.399902
	Iteration 51Q: 3 clusters Score -670736.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -670738.062500 Penalty: 4295.399902
	Iteration 52Q: 3 clusters Score -670738.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -670739.750000 Penalty: 4295.399902
	Iteration 53Q: 3 clusters Score -670739.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -670742.875000 Penalty: 4295.399902
	Iteration 54Q: 3 clusters Score -670742.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -670742.750000 Penalty: 4295.399902
	Iteration 55Q: 3 clusters Score -670742.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -670744.187500 Penalty: 4295.399902
	Iteration 56Q: 3 clusters Score -670744.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -670744.937500 Penalty: 4295.399902
	Iteration 57Q: 3 clusters Score -670744.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -670746.187500 Penalty: 4295.399902
	Iteration 58Q: 3 clusters Score -670746.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -670749.437500 Penalty: 4295.399902
	Iteration 59Q: 3 clusters Score -670749.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -670751.187500 Penalty: 4295.399902
	Iteration 60F: 3 clusters Score -670751.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -670751.750000 Penalty: 4295.399902
	Iteration 61Q: 3 clusters Score -670751.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -670753.437500 Penalty: 4295.399902
	Iteration 62Q: 3 clusters Score -670753.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -670757.187500 Penalty: 4295.399902
	Iteration 63Q: 3 clusters Score -670757.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -670757.937500 Penalty: 4295.399902
	Iteration 64Q: 3 clusters Score -670757.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -670760.187500 Penalty: 4295.399902
	Iteration 65Q: 3 clusters Score -670760.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -670759.812500 Penalty: 4295.399902
	Iteration 66Q: 3 clusters Score -670759.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -670759.812500 Penalty: 4295.399902
	Iteration 67F: 3 clusters Score -670759.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Entering Unmasked Estep 
Score: -2350161.500000 Penalty: 2448.063232
	Iteration 0F: 2 clusters Score -2350162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2336428.250000 Penalty: 4896.126465
	Iteration 0F: 3 clusters Score -2336428 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2341239.750000 Penalty: 4896.126465
	Iteration 1F: 3 clusters Score -2341240 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2341843.000000 Penalty: 4896.126465
	Iteration 2F: 3 clusters Score -2341843 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2342478.500000 Penalty: 4896.126465
	Iteration 3F: 3 clusters Score -2342478 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2343180.250000 Penalty: 4896.126465
	Iteration 4F: 3 clusters Score -2343180 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2344004.500000 Penalty: 4896.126465
	Iteration 5F: 3 clusters Score -2344004 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2344836.000000 Penalty: 4896.126465
	Iteration 6F: 3 clusters Score -2344836 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2345742.500000 Penalty: 4896.126465
	Iteration 7F: 3 clusters Score -2345742 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2346568.500000 Penalty: 4896.126465
	Iteration 8Q: 3 clusters Score -2346568 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2347158.000000 Penalty: 4896.126465
	Iteration 9Q: 3 clusters Score -2347158 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2347480.500000 Penalty: 4896.126465
	Iteration 10Q: 3 clusters Score -2347480 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2347615.250000 Penalty: 4896.126465
	Iteration 11Q: 3 clusters Score -2347615 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2347708.250000 Penalty: 4896.126465
	Iteration 12Q: 3 clusters Score -2347708 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2347767.250000 Penalty: 4896.126465
	Iteration 13Q: 3 clusters Score -2347767 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2347812.750000 Penalty: 4896.126465
	Iteration 14Q: 3 clusters Score -2347813 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2347837.500000 Penalty: 4896.126465
	Iteration 15Q: 3 clusters Score -2347838 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2347883.250000 Penalty: 4896.126465
	Iteration 16Q: 3 clusters Score -2347883 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2347902 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2347937 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2347975.500000 Penalty: 4896.126465
	Iteration 19Q: 3 clusters Score -2347976 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2348002.250000 Penalty: 4896.126465
	Iteration 20F: 3 clusters Score -2348002 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2348016.000000 Penalty: 4896.126465
	Iteration 21Q: 3 clusters Score -2348016 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2348034.250000 Penalty: 4896.126465
	Iteration 22Q: 3 clusters Score -2348034 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2348050.500000 Penalty: 4896.126465
	Iteration 23Q: 3 clusters Score -2348050 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2348084.750000 Penalty: 4896.126465
	Iteration 24Q: 3 clusters Score -2348085 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2348105.750000 Penalty: 4896.126465
	Iteration 25Q: 3 clusters Score -2348106 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2348138.750000 Penalty: 4896.126465
	Iteration 26Q: 3 clusters Score -2348139 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2348161.750000 Penalty: 4896.126465
	Iteration 27Q: 3 clusters Score -2348162 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2348182.500000 Penalty: 4896.126465
	Iteration 28Q: 3 clusters Score -2348182 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2348200.000000 Penalty: 4896.126465
	Iteration 29Q: 3 clusters Score -2348200 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2348224.250000 Penalty: 4896.126465
	Iteration 30Q: 3 clusters Score -2348224 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2348241.500000 Penalty: 4896.126465
	Iteration 31Q: 3 clusters Score -2348242 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2348262.000000 Penalty: 4896.126465
	Iteration 32Q: 3 clusters Score -2348262 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2348283 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2348294.500000 Penalty: 4896.126465
	Iteration 34Q: 3 clusters Score -2348294 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2348317.250000 Penalty: 4896.126465
	Iteration 35Q: 3 clusters Score -2348317 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2348332.750000 Penalty: 4896.126465
	Iteration 36Q: 3 clusters Score -2348333 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2348338.000000 Penalty: 4896.126465
	Iteration 37Q: 3 clusters Score -2348338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2348347.500000 Penalty: 4896.126465
	Iteration 38Q: 3 clusters Score -2348348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2348354.250000 Penalty: 4896.126465
	Iteration 39Q: 3 clusters Score -2348354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2348355.250000 Penalty: 4896.126465
	Iteration 40F: 3 clusters Score -2348355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2348367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2348370.000000 Penalty: 4896.126465
	Iteration 42Q: 3 clusters Score -2348370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2348371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2348383.750000 Penalty: 4896.126465
	Iteration 44Q: 3 clusters Score -2348384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2348382.250000 Penalty: 4896.126465
	Iteration 45Q: 3 clusters Score -2348382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2348384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2348394.750000 Penalty: 4896.126465
	Iteration 47Q: 3 clusters Score -2348395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2348392.750000 Penalty: 4896.126465
	Iteration 48Q: 3 clusters Score -2348393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2348400.750000 Penalty: 4896.126465
	Iteration 49Q: 3 clusters Score -2348401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2348412.000000 Penalty: 4896.126465
	Iteration 50Q: 3 clusters Score -2348412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2348408.750000 Penalty: 4896.126465
	Iteration 51Q: 3 clusters Score -2348409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2348410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2348409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2348409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2348411.250000 Penalty: 4896.126465
	Iteration 55Q: 3 clusters Score -2348411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2348416.250000 Penalty: 4896.126465
	Iteration 56Q: 3 clusters Score -2348416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2348419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2348420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2348420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2348421.500000 Penalty: 4896.126465
	Iteration 60F: 3 clusters Score -2348422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2348423.250000 Penalty: 4896.126465
	Iteration 61Q: 3 clusters Score -2348423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2348425.000000 Penalty: 4896.126465
	Iteration 62Q: 3 clusters Score -2348425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2348428.000000 Penalty: 4896.126465
	Iteration 63Q: 3 clusters Score -2348428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2348427.500000 Penalty: 4896.126465
	Iteration 64Q: 3 clusters Score -2348428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2348429.000000 Penalty: 4896.126465
	Iteration 65Q: 3 clusters Score -2348429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2348429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2348428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2348430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2348433.750000 Penalty: 4896.126465
	Iteration 69Q: 3 clusters Score -2348434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2348430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2348433.250000 Penalty: 4896.126465
	Iteration 71Q: 3 clusters Score -2348433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2348435.750000 Penalty: 4896.126465
	Iteration 72Q: 3 clusters Score -2348436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2348439.750000 Penalty: 4896.126465
	Iteration 73Q: 3 clusters Score -2348440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2348434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2348433.000000 Penalty: 4896.126465
	Iteration 75Q: 3 clusters Score -2348433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2348432.750000 Penalty: 4896.126465
	Iteration 76Q: 3 clusters Score -2348433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2348435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2348435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2348437.750000 Penalty: 4896.126465
	Iteration 79Q: 3 clusters Score -2348438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2348440.250000 Penalty: 4896.126465
	Iteration 80F: 3 clusters Score -2348440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2348439.000000 Penalty: 4896.126465
	Iteration 81Q: 3 clusters Score -2348439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2348441.250000 Penalty: 4896.126465
	Iteration 82Q: 3 clusters Score -2348441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2348443.750000 Penalty: 4896.126465
	Iteration 83Q: 3 clusters Score -2348444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -2348447.500000 Penalty: 4896.126465
	Iteration 84Q: 3 clusters Score -2348448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2348445.500000 Penalty: 4896.126465
	Iteration 85Q: 3 clusters Score -2348446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2348443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2348448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2348449 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2348448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2348454.000000 Penalty: 4896.126465
	Iteration 90Q: 3 clusters Score -2348454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2348456.000000 Penalty: 4896.126465
	Iteration 91Q: 3 clusters Score -2348456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2348466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2348473.750000 Penalty: 4896.126465
	Iteration 93Q: 3 clusters Score -2348474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2348479.000000 Penalty: 4896.126465
	Iteration 94Q: 3 clusters Score -2348479 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2037 members 
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Entering Unmasked Estep 
Score: -2348481.500000 Penalty: 4896.126465
	Iteration 95Q: 3 clusters Score -2348482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2348484.000000 Penalty: 4896.126465
	Iteration 96Q: 3 clusters Score -2348484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2348490.000000 Penalty: 4896.126465
	Iteration 97Q: 3 clusters Score -2348490 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2348505 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2348517.250000 Penalty: 4896.126465
	Iteration 99Q: 3 clusters Score -2348517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2348527.500000 Penalty: 4896.126465
	Iteration 100F: 3 clusters Score -2348528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2348544.500000 Penalty: 4896.126465
	Iteration 101Q: 3 clusters Score -2348544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2348545 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2348552.750000 Penalty: 4896.126465
	Iteration 103Q: 3 clusters Score -2348553 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1737 members 
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Entering Unmasked Estep 
Score: -2348559.250000 Penalty: 4896.126465
	Iteration 104Q: 3 clusters Score -2348559 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2348567.500000 Penalty: 4896.126465
	Iteration 105Q: 3 clusters Score -2348568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2348568 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2348574.000000 Penalty: 4896.126465
	Iteration 107Q: 3 clusters Score -2348574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2348582.000000 Penalty: 4896.126465
	Iteration 108Q: 3 clusters Score -2348582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2348588.500000 Penalty: 4896.126465
	Iteration 109Q: 3 clusters Score -2348588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2348597.250000 Penalty: 4896.126465
	Iteration 110Q: 3 clusters Score -2348597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2348608.500000 Penalty: 4896.126465
	Iteration 111Q: 3 clusters Score -2348608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2348616.750000 Penalty: 4896.126465
	Iteration 112Q: 3 clusters Score -2348617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2348615.000000 Penalty: 4896.126465
	Iteration 113Q: 3 clusters Score -2348615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2348619.000000 Penalty: 4896.126465
	Iteration 114Q: 3 clusters Score -2348619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2348624.250000 Penalty: 4896.126465
	Iteration 115Q: 3 clusters Score -2348624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2348626.250000 Penalty: 4896.126465
	Iteration 116Q: 3 clusters Score -2348626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2348626.500000 Penalty: 4896.126465
	Iteration 117Q: 3 clusters Score -2348626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2348633.750000 Penalty: 4896.126465
	Iteration 118Q: 3 clusters Score -2348634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2348633.750000 Penalty: 4896.126465
	Iteration 119Q: 3 clusters Score -2348634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2348637.500000 Penalty: 4896.126465
	Iteration 120F: 3 clusters Score -2348638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2348638.000000 Penalty: 4896.126465
	Iteration 121Q: 3 clusters Score -2348638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2348636.250000 Penalty: 4896.126465
	Iteration 122Q: 3 clusters Score -2348636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2348637.000000 Penalty: 4896.126465
	Iteration 123Q: 3 clusters Score -2348637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2348637.000000 Penalty: 4896.126465
	Iteration 124Q: 3 clusters Score -2348637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2348643.500000 Penalty: 4896.126465
	Iteration 125Q: 3 clusters Score -2348644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2348638.750000 Penalty: 4896.126465
	Iteration 126Q: 3 clusters Score -2348639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2348639.000000 Penalty: 4896.126465
	Iteration 127Q: 3 clusters Score -2348639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2348638.750000 Penalty: 4896.126465
	Iteration 128Q: 3 clusters Score -2348639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2348640.750000 Penalty: 4896.126465
	Iteration 129Q: 3 clusters Score -2348641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2348637.750000 Penalty: 4896.126465
	Iteration 130Q: 3 clusters Score -2348638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2348643.250000 Penalty: 4896.126465
	Iteration 131Q: 3 clusters Score -2348643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2348641.750000 Penalty: 4896.126465
	Iteration 132Q: 3 clusters Score -2348642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2348644.250000 Penalty: 4896.126465
	Iteration 133Q: 3 clusters Score -2348644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2348645.750000 Penalty: 4896.126465
	Iteration 134Q: 3 clusters Score -2348646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2348645.750000 Penalty: 4896.126465
	Iteration 135F: 3 clusters Score -2348646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Entering Unmasked Estep 
Score: -4615721.500000 Penalty: 2612.930176
	Iteration 0F: 2 clusters Score -4615722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -4590258.500000 Penalty: 5225.860352
	Iteration 0F: 3 clusters Score -4590258 nChanged 17079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -4599727.500000 Penalty: 5225.860352
	Iteration 1F: 3 clusters Score -4599728 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -4600359.500000 Penalty: 5225.860352
	Iteration 2Q: 3 clusters Score -4600360 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -4601162.500000 Penalty: 5225.860352
	Iteration 3Q: 3 clusters Score -4601162 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -4602195.500000 Penalty: 5225.860352
	Iteration 4F: 3 clusters Score -4602196 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -4603519.000000 Penalty: 5225.860352
	Iteration 5F: 3 clusters Score -4603519 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -4604890.500000 Penalty: 5225.860352
	Iteration 6F: 3 clusters Score -4604890 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -4606269.500000 Penalty: 5225.860352
	Iteration 7F: 3 clusters Score -4606270 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -4607437.500000 Penalty: 5225.860352
	Iteration 8F: 3 clusters Score -4607438 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -4608383.000000 Penalty: 5225.860352
	Iteration 9Q: 3 clusters Score -4608383 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -4609311.500000 Penalty: 5225.860352
	Iteration 10Q: 3 clusters Score -4609312 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -4610150.000000 Penalty: 5225.860352
	Iteration 11Q: 3 clusters Score -4610150 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -4610899.000000 Penalty: 5225.860352
	Iteration 12Q: 3 clusters Score -4610899 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -4611559.000000 Penalty: 5225.860352
	Iteration 13Q: 3 clusters Score -4611559 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -4612077.000000 Penalty: 5225.860352
	Iteration 14Q: 3 clusters Score -4612077 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -4612497.500000 Penalty: 5225.860352
	Iteration 15Q: 3 clusters Score -4612498 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4612790.000000 Penalty: 5225.860352
	Iteration 16Q: 3 clusters Score -4612790 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4612995.500000 Penalty: 5225.860352
	Iteration 17Q: 3 clusters Score -4612996 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4613133.000000 Penalty: 5225.860352
	Iteration 18Q: 3 clusters Score -4613133 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4613241.000000 Penalty: 5225.860352
	Iteration 19Q: 3 clusters Score -4613241 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4613304.000000 Penalty: 5225.860352
	Iteration 20F: 3 clusters Score -4613304 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4613350.500000 Penalty: 5225.860352
	Iteration 21Q: 3 clusters Score -4613350 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4613394.500000 Penalty: 5225.860352
	Iteration 22Q: 3 clusters Score -4613394 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4613422.000000 Penalty: 5225.860352
	Iteration 23Q: 3 clusters Score -4613422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4613435.000000 Penalty: 5225.860352
	Iteration 24Q: 3 clusters Score -4613435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4613450.000000 Penalty: 5225.860352
	Iteration 25Q: 3 clusters Score -4613450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4613451.500000 Penalty: 5225.860352
	Iteration 26Q: 3 clusters Score -4613452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4613467.000000 Penalty: 5225.860352
	Iteration 27Q: 3 clusters Score -4613467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4613475.000000 Penalty: 5225.860352
	Iteration 28Q: 3 clusters Score -4613475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4613477.500000 Penalty: 5225.860352
	Iteration 29Q: 3 clusters Score -4613478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4613477.000000 Penalty: 5225.860352
	Iteration 30Q: 3 clusters Score -4613477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4613479.500000 Penalty: 5225.860352
	Iteration 31Q: 3 clusters Score -4613480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4613477.500000 Penalty: 5225.860352
	Iteration 32Q: 3 clusters Score -4613478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4613482.500000 Penalty: 5225.860352
	Iteration 33Q: 3 clusters Score -4613482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4613486.500000 Penalty: 5225.860352
	Iteration 34Q: 3 clusters Score -4613486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4613483.500000 Penalty: 5225.860352
	Iteration 35Q: 3 clusters Score -4613484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4613488.500000 Penalty: 5225.860352
	Iteration 36Q: 3 clusters Score -4613488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4613495.000000 Penalty: 5225.860352
	Iteration 37Q: 3 clusters Score -4613495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4613495.000000 Penalty: 5225.860352
	Iteration 38F: 3 clusters Score -4613495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Entering Unmasked Estep 
Score: -867449.625000 Penalty: 2218.345459
	Iteration 0F: 2 clusters Score -867449.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -861279.687500 Penalty: 4436.690918
	Iteration 0F: 3 clusters Score -861279.7 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -862960.937500 Penalty: 4436.690918
	Iteration 1F: 3 clusters Score -862960.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -863224.125000 Penalty: 4436.690918
	Iteration 2F: 3 clusters Score -863224.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -863388.625000 Penalty: 4436.690918
	Iteration 3Q: 3 clusters Score -863388.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -863511.750000 Penalty: 4436.690918
	Iteration 4Q: 3 clusters Score -863511.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -863611.312500 Penalty: 4436.690918
	Iteration 5Q: 3 clusters Score -863611.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -863692.500000 Penalty: 4436.690918
	Iteration 6Q: 3 clusters Score -863692.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -863769.125000 Penalty: 4436.690918
	Iteration 7Q: 3 clusters Score -863769.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -863840.500000 Penalty: 4436.690918
	Iteration 8Q: 3 clusters Score -863840.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -863903.187500 Penalty: 4436.690918
	Iteration 9Q: 3 clusters Score -863903.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -863975.062500 Penalty: 4436.690918
	Iteration 10Q: 3 clusters Score -863975.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -864047.562500 Penalty: 4436.690918
	Iteration 11Q: 3 clusters Score -864047.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -864106.062500 Penalty: 4436.690918
	Iteration 12Q: 3 clusters Score -864106.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -864160.062500 Penalty: 4436.690918
	Iteration 13Q: 3 clusters Score -864160.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -864214.812500 Penalty: 4436.690918
	Iteration 14Q: 3 clusters Score -864214.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -864286.812500 Penalty: 4436.690918
	Iteration 15Q: 3 clusters Score -864286.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -864366.312500 Penalty: 4436.690918
	Iteration 16Q: 3 clusters Score -864366.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -864450.000000 Penalty: 4436.690918
	Iteration 17Q: 3 clusters Score -864450 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -864532.062500 Penalty: 4436.690918
	Iteration 18Q: 3 clusters Score -864532.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -864626.562500 Penalty: 4436.690918
	Iteration 19Q: 3 clusters Score -864626.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -864713.312500 Penalty: 4436.690918
	Iteration 20F: 3 clusters Score -864713.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -864788.937500 Penalty: 4436.690918
	Iteration 21Q: 3 clusters Score -864788.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -864874.937500 Penalty: 4436.690918
	Iteration 22Q: 3 clusters Score -864874.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -864962.500000 Penalty: 4436.690918
	Iteration 23Q: 3 clusters Score -864962.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -865048.687500 Penalty: 4436.690918
	Iteration 24Q: 3 clusters Score -865048.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -865126.312500 Penalty: 4436.690918
	Iteration 25Q: 3 clusters Score -865126.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -865188.750000 Penalty: 4436.690918
	Iteration 26Q: 3 clusters Score -865188.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -865243.000000 Penalty: 4436.690918
	Iteration 27Q: 3 clusters Score -865243 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -865291.062500 Penalty: 4436.690918
	Iteration 28Q: 3 clusters Score -865291.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -865327.062500 Penalty: 4436.690918
	Iteration 29Q: 3 clusters Score -865327.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -865353.125000 Penalty: 4436.690918
	Iteration 30Q: 3 clusters Score -865353.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -865379.000000 Penalty: 4436.690918
	Iteration 31Q: 3 clusters Score -865379 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -865399.750000 Penalty: 4436.690918
	Iteration 32Q: 3 clusters Score -865399.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -865417.875000 Penalty: 4436.690918
	Iteration 33Q: 3 clusters Score -865417.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -865432.125000 Penalty: 4436.690918
	Iteration 34Q: 3 clusters Score -865432.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -865440.250000 Penalty: 4436.690918
	Iteration 35Q: 3 clusters Score -865440.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -865448.312500 Penalty: 4436.690918
	Iteration 36Q: 3 clusters Score -865448.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -865459.125000 Penalty: 4436.690918
	Iteration 37Q: 3 clusters Score -865459.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -865466.500000 Penalty: 4436.690918
	Iteration 38Q: 3 clusters Score -865466.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -865471.187500 Penalty: 4436.690918
	Iteration 39Q: 3 clusters Score -865471.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -865478.812500 Penalty: 4436.690918
	Iteration 40F: 3 clusters Score -865478.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -865483.625000 Penalty: 4436.690918
	Iteration 41Q: 3 clusters Score -865483.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -865488.875000 Penalty: 4436.690918
	Iteration 42Q: 3 clusters Score -865488.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -865494.437500 Penalty: 4436.690918
	Iteration 43Q: 3 clusters Score -865494.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -865503.437500 Penalty: 4436.690918
	Iteration 44Q: 3 clusters Score -865503.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -865510.125000 Penalty: 4436.690918
	Iteration 45Q: 3 clusters Score -865510.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -865516.625000 Penalty: 4436.690918
	Iteration 46Q: 3 clusters Score -865516.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -865521.437500 Penalty: 4436.690918
	Iteration 47Q: 3 clusters Score -865521.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -865524.875000 Penalty: 4436.690918
	Iteration 48Q: 3 clusters Score -865524.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -865533.437500 Penalty: 4436.690918
	Iteration 49Q: 3 clusters Score -865533.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -865541.062500 Penalty: 4436.690918
	Iteration 50Q: 3 clusters Score -865541.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -865553.375000 Penalty: 4436.690918
	Iteration 51Q: 3 clusters Score -865553.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -865561.125000 Penalty: 4436.690918
	Iteration 52Q: 3 clusters Score -865561.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -865570.125000 Penalty: 4436.690918
	Iteration 53Q: 3 clusters Score -865570.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -865579.250000 Penalty: 4436.690918
	Iteration 54Q: 3 clusters Score -865579.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -865587.562500 Penalty: 4436.690918
	Iteration 55Q: 3 clusters Score -865587.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -865593.750000 Penalty: 4436.690918
	Iteration 56Q: 3 clusters Score -865593.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -865604.500000 Penalty: 4436.690918
	Iteration 57Q: 3 clusters Score -865604.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -865614.937500 Penalty: 4436.690918
	Iteration 58Q: 3 clusters Score -865614.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -865630.750000 Penalty: 4436.690918
	Iteration 59Q: 3 clusters Score -865630.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -865643.500000 Penalty: 4436.690918
	Iteration 60F: 3 clusters Score -865643.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -865659.937500 Penalty: 4436.690918
	Iteration 61Q: 3 clusters Score -865659.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -865664.687500 Penalty: 4436.690918
	Iteration 62Q: 3 clusters Score -865664.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -865669.437500 Penalty: 4436.690918
	Iteration 63Q: 3 clusters Score -865669.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -865675.187500 Penalty: 4436.690918
	Iteration 64Q: 3 clusters Score -865675.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -865682.125000 Penalty: 4436.690918
	Iteration 65Q: 3 clusters Score -865682.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -865690.750000 Penalty: 4436.690918
	Iteration 66Q: 3 clusters Score -865690.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -865698.625000 Penalty: 4436.690918
	Iteration 67Q: 3 clusters Score -865698.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -865707.562500 Penalty: 4436.690918
	Iteration 68Q: 3 clusters Score -865707.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -865710.437500 Penalty: 4436.690918
	Iteration 69Q: 3 clusters Score -865710.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -865715.437500 Penalty: 4436.690918
	Iteration 70Q: 3 clusters Score -865715.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -865720.562500 Penalty: 4436.690918
	Iteration 71Q: 3 clusters Score -865720.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -865724.250000 Penalty: 4436.690918
	Iteration 72Q: 3 clusters Score -865724.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -865725.062500 Penalty: 4436.690918
	Iteration 73Q: 3 clusters Score -865725.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -865726.062500 Penalty: 4436.690918
	Iteration 74Q: 3 clusters Score -865726.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -865725.812500 Penalty: 4436.690918
	Iteration 75Q: 3 clusters Score -865725.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -865726.625000 Penalty: 4436.690918
	Iteration 76Q: 3 clusters Score -865726.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -865726.625000 Penalty: 4436.690918
	Iteration 77F: 3 clusters Score -865726.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (193633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193633 members 
Entering Unmasked Estep 
Score: -23812382.000000 Penalty: 3019.082520
	Iteration 0F: 2 clusters Score -2.381238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97110 members 
Mstep: Class 2 contains 96523 members 
Entering Unmasked Estep 
Score: -23690380.000000 Penalty: 6038.165039
	Iteration 0F: 3 clusters Score -2.369038e+07 nChanged 92892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103256 members 
Mstep: Class 2 contains 90377 members 
Entering Unmasked Estep 
Score: -23746516.000000 Penalty: 6038.165039
	Iteration 1F: 3 clusters Score -2.374652e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107203 members 
Mstep: Class 2 contains 86430 members 
Entering Unmasked Estep 
Score: -23749124.000000 Penalty: 6038.165039
	Iteration 2Q: 3 clusters Score -2.374912e+07 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113021 members 
Mstep: Class 2 contains 80612 members 
Entering Unmasked Estep 
Score: -23753016.000000 Penalty: 6038.165039
	Iteration 3Q: 3 clusters Score -2.375302e+07 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120977 members 
Mstep: Class 2 contains 72656 members 
Entering Unmasked Estep 
Score: -23758300.000000 Penalty: 6038.165039
	Iteration 4F: 3 clusters Score -2.37583e+07 nChanged 12207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131208 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
Score: -23765968.000000 Penalty: 6038.165039
	Iteration 5F: 3 clusters Score -2.376597e+07 nChanged 13323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143247 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -23775706.000000 Penalty: 6038.165039
	Iteration 6F: 3 clusters Score -2.377571e+07 nChanged 13077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155622 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -23785684.000000 Penalty: 6038.165039
	Iteration 7F: 3 clusters Score -2.378568e+07 nChanged 11220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166556 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -23793588.000000 Penalty: 6038.165039
	Iteration 8F: 3 clusters Score -2.379359e+07 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174814 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -23798902.000000 Penalty: 6038.165039
	Iteration 9Q: 3 clusters Score -2.37989e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180558 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -23802560.000000 Penalty: 6038.165039
	Iteration 10Q: 3 clusters Score -2.380256e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184538 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -23804704.000000 Penalty: 6038.165039
	Iteration 11Q: 3 clusters Score -2.38047e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187260 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -23806210.000000 Penalty: 6038.165039
	Iteration 12Q: 3 clusters Score -2.380621e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189126 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -23807424.000000 Penalty: 6038.165039
	Iteration 13Q: 3 clusters Score -2.380742e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190413 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -23808096.000000 Penalty: 6038.165039
	Iteration 14Q: 3 clusters Score -2.38081e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191230 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -23808566.000000 Penalty: 6038.165039
	Iteration 15Q: 3 clusters Score -2.380857e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191760 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -23808870.000000 Penalty: 6038.165039
	Iteration 16Q: 3 clusters Score -2.380887e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192129 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -23809166.000000 Penalty: 6038.165039
	Iteration 17Q: 3 clusters Score -2.380917e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192367 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -23809348.000000 Penalty: 6038.165039
	Iteration 18Q: 3 clusters Score -2.380935e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192512 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -23809456.000000 Penalty: 6038.165039
	Iteration 19Q: 3 clusters Score -2.380946e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192626 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -23809520.000000 Penalty: 6038.165039
	Iteration 20F: 3 clusters Score -2.380952e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192716 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -23809544.000000 Penalty: 6038.165039
	Iteration 21Q: 3 clusters Score -2.380954e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192786 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -23809568.000000 Penalty: 6038.165039
	Iteration 22Q: 3 clusters Score -2.380957e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192838 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -23809586.000000 Penalty: 6038.165039
	Iteration 23Q: 3 clusters Score -2.380959e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192878 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -23809650.000000 Penalty: 6038.165039
	Iteration 24Q: 3 clusters Score -2.380965e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192910 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -23809676.000000 Penalty: 6038.165039
	Iteration 25Q: 3 clusters Score -2.380968e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192934 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -23809718.000000 Penalty: 6038.165039
	Iteration 26Q: 3 clusters Score -2.380972e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192961 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -23809694.000000 Penalty: 6038.165039
	Iteration 27Q: 3 clusters Score -2.380969e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192981 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -23809714.000000 Penalty: 6038.165039
	Iteration 28Q: 3 clusters Score -2.380971e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193005 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -23809736.000000 Penalty: 6038.165039
	Iteration 29Q: 3 clusters Score -2.380974e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193014 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -23809744.000000 Penalty: 6038.165039
	Iteration 30Q: 3 clusters Score -2.380974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193025 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -23809752.000000 Penalty: 6038.165039
	Iteration 31Q: 3 clusters Score -2.380975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193027 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -23809754.000000 Penalty: 6038.165039
	Iteration 32Q: 3 clusters Score -2.380975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193031 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -23809744.000000 Penalty: 6038.165039
	Iteration 33Q: 3 clusters Score -2.380974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193034 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -23809744.000000 Penalty: 6038.165039
	Iteration 34Q: 3 clusters Score -2.380974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193034 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -23809744.000000 Penalty: 6038.165039
	Iteration 35F: 3 clusters Score -2.380974e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Entering Unmasked Estep 
Score: -1118661.000000 Penalty: 2274.247070
	Iteration 0F: 2 clusters Score -1118661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1111202.375000 Penalty: 4548.494141
	Iteration 0F: 3 clusters Score -1111202 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1113343.500000 Penalty: 4548.494141
	Iteration 1F: 3 clusters Score -1113344 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1113627.875000 Penalty: 4548.494141
	Iteration 2F: 3 clusters Score -1113628 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1113855.875000 Penalty: 4548.494141
	Iteration 3Q: 3 clusters Score -1113856 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1114052.875000 Penalty: 4548.494141
	Iteration 4Q: 3 clusters Score -1114053 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1114248.250000 Penalty: 4548.494141
	Iteration 5Q: 3 clusters Score -1114248 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1114426.250000 Penalty: 4548.494141
	Iteration 6Q: 3 clusters Score -1114426 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1114635.750000 Penalty: 4548.494141
	Iteration 7Q: 3 clusters Score -1114636 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1114844.000000 Penalty: 4548.494141
	Iteration 8Q: 3 clusters Score -1114844 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1115048.875000 Penalty: 4548.494141
	Iteration 9Q: 3 clusters Score -1115049 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1115238.125000 Penalty: 4548.494141
	Iteration 10Q: 3 clusters Score -1115238 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1115415.875000 Penalty: 4548.494141
	Iteration 11Q: 3 clusters Score -1115416 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1115592.500000 Penalty: 4548.494141
	Iteration 12Q: 3 clusters Score -1115592 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1115757.875000 Penalty: 4548.494141
	Iteration 13Q: 3 clusters Score -1115758 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1115899.625000 Penalty: 4548.494141
	Iteration 14Q: 3 clusters Score -1115900 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1116015.875000 Penalty: 4548.494141
	Iteration 15Q: 3 clusters Score -1116016 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1116096.750000 Penalty: 4548.494141
	Iteration 16Q: 3 clusters Score -1116097 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1116159.875000 Penalty: 4548.494141
	Iteration 17Q: 3 clusters Score -1116160 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1116209.750000 Penalty: 4548.494141
	Iteration 18Q: 3 clusters Score -1116210 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1116252.250000 Penalty: 4548.494141
	Iteration 19Q: 3 clusters Score -1116252 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1116291.375000 Penalty: 4548.494141
	Iteration 20F: 3 clusters Score -1116291 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1116317.000000 Penalty: 4548.494141
	Iteration 21Q: 3 clusters Score -1116317 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1116342.000000 Penalty: 4548.494141
	Iteration 22Q: 3 clusters Score -1116342 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1116373.875000 Penalty: 4548.494141
	Iteration 23Q: 3 clusters Score -1116374 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1116405.375000 Penalty: 4548.494141
	Iteration 24Q: 3 clusters Score -1116405 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1116438.000000 Penalty: 4548.494141
	Iteration 25Q: 3 clusters Score -1116438 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1116465.000000 Penalty: 4548.494141
	Iteration 26Q: 3 clusters Score -1116465 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1116495.500000 Penalty: 4548.494141
	Iteration 27Q: 3 clusters Score -1116496 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1116518.375000 Penalty: 4548.494141
	Iteration 28Q: 3 clusters Score -1116518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1116544.125000 Penalty: 4548.494141
	Iteration 29Q: 3 clusters Score -1116544 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1116573.875000 Penalty: 4548.494141
	Iteration 30Q: 3 clusters Score -1116574 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1116595.625000 Penalty: 4548.494141
	Iteration 31Q: 3 clusters Score -1116596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1116604.750000 Penalty: 4548.494141
	Iteration 32Q: 3 clusters Score -1116605 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1116617.625000 Penalty: 4548.494141
	Iteration 33Q: 3 clusters Score -1116618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1116624.875000 Penalty: 4548.494141
	Iteration 34Q: 3 clusters Score -1116625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1116638.125000 Penalty: 4548.494141
	Iteration 35Q: 3 clusters Score -1116638 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1116649.625000 Penalty: 4548.494141
	Iteration 36Q: 3 clusters Score -1116650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1116656.500000 Penalty: 4548.494141
	Iteration 37Q: 3 clusters Score -1116656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1116663.125000 Penalty: 4548.494141
	Iteration 38Q: 3 clusters Score -1116663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1116672.750000 Penalty: 4548.494141
	Iteration 39Q: 3 clusters Score -1116673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1116677.500000 Penalty: 4548.494141
	Iteration 40F: 3 clusters Score -1116678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1116681.250000 Penalty: 4548.494141
	Iteration 41Q: 3 clusters Score -1116681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1116686.250000 Penalty: 4548.494141
	Iteration 42Q: 3 clusters Score -1116686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1116692.000000 Penalty: 4548.494141
	Iteration 43Q: 3 clusters Score -1116692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1116692.625000 Penalty: 4548.494141
	Iteration 44Q: 3 clusters Score -1116693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1116697.375000 Penalty: 4548.494141
	Iteration 45Q: 3 clusters Score -1116697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1116697.250000 Penalty: 4548.494141
	Iteration 46Q: 3 clusters Score -1116697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1116698.875000 Penalty: 4548.494141
	Iteration 47Q: 3 clusters Score -1116699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1116702.750000 Penalty: 4548.494141
	Iteration 48Q: 3 clusters Score -1116703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1116701.875000 Penalty: 4548.494141
	Iteration 49Q: 3 clusters Score -1116702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1116701.875000 Penalty: 4548.494141
	Iteration 50F: 3 clusters Score -1116702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (101535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101535 members 
Entering Unmasked Estep 
Score: -12397945.000000 Penalty: 2858.983398
	Iteration 0F: 2 clusters Score -1.239794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50711 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -12329747.000000 Penalty: 5717.966797
	Iteration 0F: 3 clusters Score -1.232975e+07 nChanged 48212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49659 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -12357806.000000 Penalty: 5717.966797
	Iteration 1F: 3 clusters Score -1.235781e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 52648 members 
Entering Unmasked Estep 
Score: -12359089.000000 Penalty: 5717.966797
	Iteration 2Q: 3 clusters Score -1.235909e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -12360992.000000 Penalty: 5717.966797
	Iteration 3Q: 3 clusters Score -1.236099e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 55685 members 
Entering Unmasked Estep 
Score: -12363535.000000 Penalty: 5717.966797
	Iteration 4F: 3 clusters Score -1.236354e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 58260 members 
Entering Unmasked Estep 
Score: -12366577.000000 Penalty: 5717.966797
	Iteration 5F: 3 clusters Score -1.236658e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 61352 members 
Entering Unmasked Estep 
Score: -12370092.000000 Penalty: 5717.966797
	Iteration 6F: 3 clusters Score -1.237009e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 64887 members 
Entering Unmasked Estep 
Score: -12373589.000000 Penalty: 5717.966797
	Iteration 7F: 3 clusters Score -1.237359e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 68446 members 
Entering Unmasked Estep 
Score: -12376790.000000 Penalty: 5717.966797
	Iteration 8F: 3 clusters Score -1.237679e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 71755 members 
Entering Unmasked Estep 
Score: -12379953.000000 Penalty: 5717.966797
	Iteration 9Q: 3 clusters Score -1.237995e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 74648 members 
Entering Unmasked Estep 
Score: -12382686.000000 Penalty: 5717.966797
	Iteration 10Q: 3 clusters Score -1.238269e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 77262 members 
Entering Unmasked Estep 
Score: -12385095.000000 Penalty: 5717.966797
	Iteration 11Q: 3 clusters Score -1.23851e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 79638 members 
Entering Unmasked Estep 
Score: -12387050.000000 Penalty: 5717.966797
	Iteration 12Q: 3 clusters Score -1.238705e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 81829 members 
Entering Unmasked Estep 
Score: -12388728.000000 Penalty: 5717.966797
	Iteration 13Q: 3 clusters Score -1.238873e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 83772 members 
Entering Unmasked Estep 
Score: -12390534.000000 Penalty: 5717.966797
	Iteration 14Q: 3 clusters Score -1.239053e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 85416 members 
Entering Unmasked Estep 
Score: -12391963.000000 Penalty: 5717.966797
	Iteration 15Q: 3 clusters Score -1.239196e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 86735 members 
Entering Unmasked Estep 
Score: -12392798.000000 Penalty: 5717.966797
	Iteration 16Q: 3 clusters Score -1.23928e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 87770 members 
Entering Unmasked Estep 
Score: -12393478.000000 Penalty: 5717.966797
	Iteration 17Q: 3 clusters Score -1.239348e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 88617 members 
Entering Unmasked Estep 
Score: -12393947.000000 Penalty: 5717.966797
	Iteration 18Q: 3 clusters Score -1.239395e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 89349 members 
Entering Unmasked Estep 
Score: -12394364.000000 Penalty: 5717.966797
	Iteration 19Q: 3 clusters Score -1.239436e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 90022 members 
Entering Unmasked Estep 
Score: -12394651.000000 Penalty: 5717.966797
	Iteration 20F: 3 clusters Score -1.239465e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 90592 members 
Entering Unmasked Estep 
Score: -12394924.000000 Penalty: 5717.966797
	Iteration 21Q: 3 clusters Score -1.239492e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 91084 members 
Entering Unmasked Estep 
Score: -12395056.000000 Penalty: 5717.966797
	Iteration 22Q: 3 clusters Score -1.239506e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 91520 members 
Entering Unmasked Estep 
Score: -12395148.000000 Penalty: 5717.966797
	Iteration 23Q: 3 clusters Score -1.239515e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 91889 members 
Entering Unmasked Estep 
Score: -12395282.000000 Penalty: 5717.966797
	Iteration 24Q: 3 clusters Score -1.239528e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 92210 members 
Entering Unmasked Estep 
Score: -12395320.000000 Penalty: 5717.966797
	Iteration 25Q: 3 clusters Score -1.239532e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 92514 members 
Entering Unmasked Estep 
Score: -12395436.000000 Penalty: 5717.966797
	Iteration 26Q: 3 clusters Score -1.239544e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 92810 members 
Entering Unmasked Estep 
Score: -12395483.000000 Penalty: 5717.966797
	Iteration 27Q: 3 clusters Score -1.239548e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 93082 members 
Entering Unmasked Estep 
Score: -12395557.000000 Penalty: 5717.966797
	Iteration 28Q: 3 clusters Score -1.239556e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 93320 members 
Entering Unmasked Estep 
Score: -12395530.000000 Penalty: 5717.966797
	Iteration 29Q: 3 clusters Score -1.239553e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 93531 members 
Entering Unmasked Estep 
Score: -12395604.000000 Penalty: 5717.966797
	Iteration 30Q: 3 clusters Score -1.23956e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 93732 members 
Entering Unmasked Estep 
Score: -12395620.000000 Penalty: 5717.966797
	Iteration 31Q: 3 clusters Score -1.239562e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 93915 members 
Entering Unmasked Estep 
Score: -12395627.000000 Penalty: 5717.966797
	Iteration 32Q: 3 clusters Score -1.239563e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 94071 members 
Entering Unmasked Estep 
Score: -12395671.000000 Penalty: 5717.966797
	Iteration 33Q: 3 clusters Score -1.239567e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 94206 members 
Entering Unmasked Estep 
Score: -12395685.000000 Penalty: 5717.966797
	Iteration 34Q: 3 clusters Score -1.239568e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 94365 members 
Entering Unmasked Estep 
Score: -12395687.000000 Penalty: 5717.966797
	Iteration 35Q: 3 clusters Score -1.239569e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 94498 members 
Entering Unmasked Estep 
Score: -12395693.000000 Penalty: 5717.966797
	Iteration 36Q: 3 clusters Score -1.239569e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 94607 members 
Entering Unmasked Estep 
Score: -12395713.000000 Penalty: 5717.966797
	Iteration 37Q: 3 clusters Score -1.239571e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 94701 members 
Entering Unmasked Estep 
Score: -12395724.000000 Penalty: 5717.966797
	Iteration 38Q: 3 clusters Score -1.239572e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 94774 members 
Entering Unmasked Estep 
Score: -12395713.000000 Penalty: 5717.966797
	Iteration 39Q: 3 clusters Score -1.239571e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 94844 members 
Entering Unmasked Estep 
Score: -12395731.000000 Penalty: 5717.966797
	Iteration 40F: 3 clusters Score -1.239573e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 94922 members 
Entering Unmasked Estep 
Score: -12395746.000000 Penalty: 5717.966797
	Iteration 41Q: 3 clusters Score -1.239575e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 94985 members 
Entering Unmasked Estep 
Score: -12395770.000000 Penalty: 5717.966797
	Iteration 42Q: 3 clusters Score -1.239577e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 95035 members 
Entering Unmasked Estep 
Score: -12395783.000000 Penalty: 5717.966797
	Iteration 43Q: 3 clusters Score -1.239578e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 95080 members 
Entering Unmasked Estep 
Score: -12395789.000000 Penalty: 5717.966797
	Iteration 44Q: 3 clusters Score -1.239579e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 95119 members 
Entering Unmasked Estep 
Score: -12395790.000000 Penalty: 5717.966797
	Iteration 45Q: 3 clusters Score -1.239579e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 95142 members 
Entering Unmasked Estep 
Score: -12395792.000000 Penalty: 5717.966797
	Iteration 46Q: 3 clusters Score -1.239579e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 95159 members 
Entering Unmasked Estep 
Score: -12395778.000000 Penalty: 5717.966797
	Iteration 47Q: 3 clusters Score -1.239578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 95178 members 
Entering Unmasked Estep 
Score: -12395795.000000 Penalty: 5717.966797
	Iteration 48Q: 3 clusters Score -1.23958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 95194 members 
Entering Unmasked Estep 
Score: -12395786.000000 Penalty: 5717.966797
	Iteration 49Q: 3 clusters Score -1.239579e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 95214 members 
Entering Unmasked Estep 
Score: -12395788.000000 Penalty: 5717.966797
	Iteration 50Q: 3 clusters Score -1.239579e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 95233 members 
Entering Unmasked Estep 
Score: -12395781.000000 Penalty: 5717.966797
	Iteration 51Q: 3 clusters Score -1.239578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 95252 members 
Entering Unmasked Estep 
Score: -12395776.000000 Penalty: 5717.966797
	Iteration 52Q: 3 clusters Score -1.239578e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 95268 members 
Entering Unmasked Estep 
Score: -12395787.000000 Penalty: 5717.966797
	Iteration 53Q: 3 clusters Score -1.239579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 95280 members 
Entering Unmasked Estep 
Score: -12395791.000000 Penalty: 5717.966797
	Iteration 54Q: 3 clusters Score -1.239579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 95287 members 
Entering Unmasked Estep 
Score: -12395790.000000 Penalty: 5717.966797
	Iteration 55Q: 3 clusters Score -1.239579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 95295 members 
Entering Unmasked Estep 
Score: -12395808.000000 Penalty: 5717.966797
	Iteration 56Q: 3 clusters Score -1.239581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 95306 members 
Entering Unmasked Estep 
Score: -12395781.000000 Penalty: 5717.966797
	Iteration 57Q: 3 clusters Score -1.239578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 95316 members 
Entering Unmasked Estep 
Score: -12395787.000000 Penalty: 5717.966797
	Iteration 58Q: 3 clusters Score -1.239579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 95326 members 
Entering Unmasked Estep 
Score: -12395784.000000 Penalty: 5717.966797
	Iteration 59Q: 3 clusters Score -1.239578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 95334 members 
Entering Unmasked Estep 
Score: -12395780.000000 Penalty: 5717.966797
	Iteration 60F: 3 clusters Score -1.239578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 95344 members 
Entering Unmasked Estep 
Score: -12395787.000000 Penalty: 5717.966797
	Iteration 61Q: 3 clusters Score -1.239579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 95353 members 
Entering Unmasked Estep 
Score: -12395802.000000 Penalty: 5717.966797
	Iteration 62Q: 3 clusters Score -1.23958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 95362 members 
Entering Unmasked Estep 
Score: -12395796.000000 Penalty: 5717.966797
	Iteration 63Q: 3 clusters Score -1.23958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 95370 members 
Entering Unmasked Estep 
Score: -12395801.000000 Penalty: 5717.966797
	Iteration 64Q: 3 clusters Score -1.23958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 95376 members 
Entering Unmasked Estep 
Score: -12395802.000000 Penalty: 5717.966797
	Iteration 65Q: 3 clusters Score -1.23958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 95384 members 
Entering Unmasked Estep 
Score: -12395796.000000 Penalty: 5717.966797
	Iteration 66Q: 3 clusters Score -1.23958e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 95399 members 
Entering Unmasked Estep 
Score: -12395789.000000 Penalty: 5717.966797
	Iteration 67Q: 3 clusters Score -1.239579e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 95415 members 
Entering Unmasked Estep 
Score: -12395788.000000 Penalty: 5717.966797
	Iteration 68Q: 3 clusters Score -1.239579e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 95433 members 
Entering Unmasked Estep 
Score: -12395797.000000 Penalty: 5717.966797
	Iteration 69Q: 3 clusters Score -1.23958e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 95450 members 
Entering Unmasked Estep 
Score: -12395792.000000 Penalty: 5717.966797
	Iteration 70Q: 3 clusters Score -1.239579e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 95472 members 
Entering Unmasked Estep 
Score: -12395804.000000 Penalty: 5717.966797
	Iteration 71Q: 3 clusters Score -1.23958e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 95487 members 
Entering Unmasked Estep 
Score: -12395820.000000 Penalty: 5717.966797
	Iteration 72Q: 3 clusters Score -1.239582e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 95509 members 
Entering Unmasked Estep 
Score: -12395818.000000 Penalty: 5717.966797
	Iteration 73Q: 3 clusters Score -1.239582e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 95525 members 
Entering Unmasked Estep 
Score: -12395819.000000 Penalty: 5717.966797
	Iteration 74Q: 3 clusters Score -1.239582e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 95540 members 
Entering Unmasked Estep 
Score: -12395805.000000 Penalty: 5717.966797
	Iteration 75Q: 3 clusters Score -1.23958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 95548 members 
Entering Unmasked Estep 
Score: -12395802.000000 Penalty: 5717.966797
	Iteration 76Q: 3 clusters Score -1.23958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 95553 members 
Entering Unmasked Estep 
Score: -12395815.000000 Penalty: 5717.966797
	Iteration 77Q: 3 clusters Score -1.239582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 95556 members 
Entering Unmasked Estep 
Score: -12395812.000000 Penalty: 5717.966797
	Iteration 78Q: 3 clusters Score -1.239581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 95558 members 
Entering Unmasked Estep 
Score: -12395809.000000 Penalty: 5717.966797
	Iteration 79Q: 3 clusters Score -1.239581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 95559 members 
Entering Unmasked Estep 
Score: -12395818.000000 Penalty: 5717.966797
	Iteration 80F: 3 clusters Score -1.239582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Entering Unmasked Estep 
Score: -3181484.500000 Penalty: 2520.586914
	Iteration 0F: 2 clusters Score -3181484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -3163672.750000 Penalty: 5041.173828
	Iteration 0F: 3 clusters Score -3163673 nChanged 11616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -3170038.750000 Penalty: 5041.173828
	Iteration 1F: 3 clusters Score -3170039 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -3170572.750000 Penalty: 5041.173828
	Iteration 2F: 3 clusters Score -3170573 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -3171024.000000 Penalty: 5041.173828
	Iteration 3Q: 3 clusters Score -3171024 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -3171440.500000 Penalty: 5041.173828
	Iteration 4Q: 3 clusters Score -3171440 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -3171866.500000 Penalty: 5041.173828
	Iteration 5Q: 3 clusters Score -3171866 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -3172362.250000 Penalty: 5041.173828
	Iteration 6Q: 3 clusters Score -3172362 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -3172917.000000 Penalty: 5041.173828
	Iteration 7Q: 3 clusters Score -3172917 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -3173515.500000 Penalty: 5041.173828
	Iteration 8Q: 3 clusters Score -3173516 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -3174136.500000 Penalty: 5041.173828
	Iteration 9Q: 3 clusters Score -3174136 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -3174702.250000 Penalty: 5041.173828
	Iteration 10Q: 3 clusters Score -3174702 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -3175233.000000 Penalty: 5041.173828
	Iteration 11Q: 3 clusters Score -3175233 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -3175622.250000 Penalty: 5041.173828
	Iteration 12Q: 3 clusters Score -3175622 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3175943.250000 Penalty: 5041.173828
	Iteration 13Q: 3 clusters Score -3175943 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -3176217.750000 Penalty: 5041.173828
	Iteration 14Q: 3 clusters Score -3176218 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -3176395.000000 Penalty: 5041.173828
	Iteration 15Q: 3 clusters Score -3176395 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -3176527.250000 Penalty: 5041.173828
	Iteration 16Q: 3 clusters Score -3176527 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -3176647.750000 Penalty: 5041.173828
	Iteration 17Q: 3 clusters Score -3176648 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -3176760.750000 Penalty: 5041.173828
	Iteration 18Q: 3 clusters Score -3176761 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -3176823.250000 Penalty: 5041.173828
	Iteration 19Q: 3 clusters Score -3176823 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -3176865.500000 Penalty: 5041.173828
	Iteration 20F: 3 clusters Score -3176866 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -3176887.750000 Penalty: 5041.173828
	Iteration 21Q: 3 clusters Score -3176888 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -3176937.500000 Penalty: 5041.173828
	Iteration 22Q: 3 clusters Score -3176938 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -3176969.250000 Penalty: 5041.173828
	Iteration 23Q: 3 clusters Score -3176969 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -3176994.750000 Penalty: 5041.173828
	Iteration 24Q: 3 clusters Score -3176995 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -3177010.250000 Penalty: 5041.173828
	Iteration 25Q: 3 clusters Score -3177010 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -3177049.750000 Penalty: 5041.173828
	Iteration 26Q: 3 clusters Score -3177050 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -3177076.250000 Penalty: 5041.173828
	Iteration 27Q: 3 clusters Score -3177076 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -3177091.750000 Penalty: 5041.173828
	Iteration 28Q: 3 clusters Score -3177092 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -3177126.000000 Penalty: 5041.173828
	Iteration 29Q: 3 clusters Score -3177126 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -3177154.500000 Penalty: 5041.173828
	Iteration 30Q: 3 clusters Score -3177154 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -3177166.750000 Penalty: 5041.173828
	Iteration 31Q: 3 clusters Score -3177167 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -3177201.250000 Penalty: 5041.173828
	Iteration 32Q: 3 clusters Score -3177201 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -3177223.500000 Penalty: 5041.173828
	Iteration 33Q: 3 clusters Score -3177224 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -3177251.000000 Penalty: 5041.173828
	Iteration 34Q: 3 clusters Score -3177251 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -3177270.250000 Penalty: 5041.173828
	Iteration 35Q: 3 clusters Score -3177270 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -3177278.000000 Penalty: 5041.173828
	Iteration 36Q: 3 clusters Score -3177278 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -3177306.000000 Penalty: 5041.173828
	Iteration 37Q: 3 clusters Score -3177306 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -3177317.000000 Penalty: 5041.173828
	Iteration 38Q: 3 clusters Score -3177317 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -3177334.500000 Penalty: 5041.173828
	Iteration 39Q: 3 clusters Score -3177334 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -3177352.000000 Penalty: 5041.173828
	Iteration 40F: 3 clusters Score -3177352 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -3177368.250000 Penalty: 5041.173828
	Iteration 41Q: 3 clusters Score -3177368 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -3177365.250000 Penalty: 5041.173828
	Iteration 42Q: 3 clusters Score -3177365 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -3177389.250000 Penalty: 5041.173828
	Iteration 43Q: 3 clusters Score -3177389 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -3177398.250000 Penalty: 5041.173828
	Iteration 44Q: 3 clusters Score -3177398 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -3177394.750000 Penalty: 5041.173828
	Iteration 45Q: 3 clusters Score -3177395 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -3177404.250000 Penalty: 5041.173828
	Iteration 46Q: 3 clusters Score -3177404 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -3177415.000000 Penalty: 5041.173828
	Iteration 47Q: 3 clusters Score -3177415 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -3177433.500000 Penalty: 5041.173828
	Iteration 48Q: 3 clusters Score -3177434 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -3177435.000000 Penalty: 5041.173828
	Iteration 49Q: 3 clusters Score -3177435 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -3177443.750000 Penalty: 5041.173828
	Iteration 50Q: 3 clusters Score -3177444 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -3177457.250000 Penalty: 5041.173828
	Iteration 51Q: 3 clusters Score -3177457 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -3177461.750000 Penalty: 5041.173828
	Iteration 52Q: 3 clusters Score -3177462 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -3177468.750000 Penalty: 5041.173828
	Iteration 53Q: 3 clusters Score -3177469 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -3177475.500000 Penalty: 5041.173828
	Iteration 54Q: 3 clusters Score -3177476 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -3177479.000000 Penalty: 5041.173828
	Iteration 55Q: 3 clusters Score -3177479 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -3177508.250000 Penalty: 5041.173828
	Iteration 56Q: 3 clusters Score -3177508 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -3177516.500000 Penalty: 5041.173828
	Iteration 57Q: 3 clusters Score -3177516 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -3177523.000000 Penalty: 5041.173828
	Iteration 58Q: 3 clusters Score -3177523 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -3177543.250000 Penalty: 5041.173828
	Iteration 59Q: 3 clusters Score -3177543 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -3177560.500000 Penalty: 5041.173828
	Iteration 60F: 3 clusters Score -3177560 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -3177574.750000 Penalty: 5041.173828
	Iteration 61Q: 3 clusters Score -3177575 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -3177594.500000 Penalty: 5041.173828
	Iteration 62Q: 3 clusters Score -3177594 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -3177600.500000 Penalty: 5041.173828
	Iteration 63Q: 3 clusters Score -3177600 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -3177611.250000 Penalty: 5041.173828
	Iteration 64Q: 3 clusters Score -3177611 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -3177621.250000 Penalty: 5041.173828
	Iteration 65Q: 3 clusters Score -3177621 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -3177622.500000 Penalty: 5041.173828
	Iteration 66Q: 3 clusters Score -3177622 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -3177644.750000 Penalty: 5041.173828
	Iteration 67Q: 3 clusters Score -3177645 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -3177650.250000 Penalty: 5041.173828
	Iteration 68Q: 3 clusters Score -3177650 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -3177660.750000 Penalty: 5041.173828
	Iteration 69Q: 3 clusters Score -3177661 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -3177663.750000 Penalty: 5041.173828
	Iteration 70Q: 3 clusters Score -3177664 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -3177671.750000 Penalty: 5041.173828
	Iteration 71Q: 3 clusters Score -3177672 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -3177693.750000 Penalty: 5041.173828
	Iteration 72Q: 3 clusters Score -3177694 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -3177713.250000 Penalty: 5041.173828
	Iteration 73Q: 3 clusters Score -3177713 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -3177731.250000 Penalty: 5041.173828
	Iteration 74Q: 3 clusters Score -3177731 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -3177740.750000 Penalty: 5041.173828
	Iteration 75Q: 3 clusters Score -3177741 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -3177757.000000 Penalty: 5041.173828
	Iteration 76Q: 3 clusters Score -3177757 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -3177782.000000 Penalty: 5041.173828
	Iteration 77Q: 3 clusters Score -3177782 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -3177799.750000 Penalty: 5041.173828
	Iteration 78Q: 3 clusters Score -3177800 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -3177842.000000 Penalty: 5041.173828
	Iteration 79Q: 3 clusters Score -3177842 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -3177854.250000 Penalty: 5041.173828
	Iteration 80F: 3 clusters Score -3177854 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -3177876.750000 Penalty: 5041.173828
	Iteration 81Q: 3 clusters Score -3177877 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -3177902.500000 Penalty: 5041.173828
	Iteration 82Q: 3 clusters Score -3177902 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -3177944.500000 Penalty: 5041.173828
	Iteration 83Q: 3 clusters Score -3177944 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -3177978.750000 Penalty: 5041.173828
	Iteration 84Q: 3 clusters Score -3177979 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -3178003.000000 Penalty: 5041.173828
	Iteration 85Q: 3 clusters Score -3178003 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -3178029.750000 Penalty: 5041.173828
	Iteration 86Q: 3 clusters Score -3178030 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -3178056.750000 Penalty: 5041.173828
	Iteration 87Q: 3 clusters Score -3178057 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -3178081.000000 Penalty: 5041.173828
	Iteration 88Q: 3 clusters Score -3178081 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -3178098.750000 Penalty: 5041.173828
	Iteration 89Q: 3 clusters Score -3178099 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -3178116.250000 Penalty: 5041.173828
	Iteration 90Q: 3 clusters Score -3178116 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -3178134.250000 Penalty: 5041.173828
	Iteration 91Q: 3 clusters Score -3178134 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -3178139.500000 Penalty: 5041.173828
	Iteration 92Q: 3 clusters Score -3178140 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -3178161.000000 Penalty: 5041.173828
	Iteration 93Q: 3 clusters Score -3178161 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -3178181.000000 Penalty: 5041.173828
	Iteration 94Q: 3 clusters Score -3178181 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -3178193.500000 Penalty: 5041.173828
	Iteration 95Q: 3 clusters Score -3178194 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -3178206.750000 Penalty: 5041.173828
	Iteration 96Q: 3 clusters Score -3178207 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -3178230.250000 Penalty: 5041.173828
	Iteration 97Q: 3 clusters Score -3178230 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3178244.000000 Penalty: 5041.173828
	Iteration 98Q: 3 clusters Score -3178244 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -3178266.000000 Penalty: 5041.173828
	Iteration 99Q: 3 clusters Score -3178266 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -3178278.250000 Penalty: 5041.173828
	Iteration 100F: 3 clusters Score -3178278 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -3178283.750000 Penalty: 5041.173828
	Iteration 101Q: 3 clusters Score -3178284 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -3178299.500000 Penalty: 5041.173828
	Iteration 102Q: 3 clusters Score -3178300 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -3178313.500000 Penalty: 5041.173828
	Iteration 103Q: 3 clusters Score -3178314 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3178312.250000 Penalty: 5041.173828
	Iteration 104Q: 3 clusters Score -3178312 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -3178333.250000 Penalty: 5041.173828
	Iteration 105Q: 3 clusters Score -3178333 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -3178344.250000 Penalty: 5041.173828
	Iteration 106Q: 3 clusters Score -3178344 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -3178362.750000 Penalty: 5041.173828
	Iteration 107Q: 3 clusters Score -3178363 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -3178381.000000 Penalty: 5041.173828
	Iteration 108Q: 3 clusters Score -3178381 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -3178427.500000 Penalty: 5041.173828
	Iteration 109Q: 3 clusters Score -3178428 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3178442.000000 Penalty: 5041.173828
	Iteration 110Q: 3 clusters Score -3178442 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -3178468.250000 Penalty: 5041.173828
	Iteration 111Q: 3 clusters Score -3178468 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3178494.750000 Penalty: 5041.173828
	Iteration 112Q: 3 clusters Score -3178495 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -3178512.750000 Penalty: 5041.173828
	Iteration 113Q: 3 clusters Score -3178513 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -3178538.750000 Penalty: 5041.173828
	Iteration 114Q: 3 clusters Score -3178539 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3178570.500000 Penalty: 5041.173828
	Iteration 115Q: 3 clusters Score -3178570 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -3178593.750000 Penalty: 5041.173828
	Iteration 116Q: 3 clusters Score -3178594 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -3178614.750000 Penalty: 5041.173828
	Iteration 117Q: 3 clusters Score -3178615 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -3178632.500000 Penalty: 5041.173828
	Iteration 118Q: 3 clusters Score -3178632 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3178656.000000 Penalty: 5041.173828
	Iteration 119Q: 3 clusters Score -3178656 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -3178676.250000 Penalty: 5041.173828
	Iteration 120F: 3 clusters Score -3178676 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3178689.750000 Penalty: 5041.173828
	Iteration 121Q: 3 clusters Score -3178690 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3178723.750000 Penalty: 5041.173828
	Iteration 122Q: 3 clusters Score -3178724 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3178731.250000 Penalty: 5041.173828
	Iteration 123Q: 3 clusters Score -3178731 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -3178746.000000 Penalty: 5041.173828
	Iteration 124Q: 3 clusters Score -3178746 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3178763.250000 Penalty: 5041.173828
	Iteration 125Q: 3 clusters Score -3178763 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3178778.750000 Penalty: 5041.173828
	Iteration 126Q: 3 clusters Score -3178779 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3178796.250000 Penalty: 5041.173828
	Iteration 127Q: 3 clusters Score -3178796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3178817.750000 Penalty: 5041.173828
	Iteration 128Q: 3 clusters Score -3178818 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3178835.500000 Penalty: 5041.173828
	Iteration 129Q: 3 clusters Score -3178836 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3178839.250000 Penalty: 5041.173828
	Iteration 130Q: 3 clusters Score -3178839 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3178850.250000 Penalty: 5041.173828
	Iteration 131Q: 3 clusters Score -3178850 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3178873.750000 Penalty: 5041.173828
	Iteration 132Q: 3 clusters Score -3178874 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3178890.750000 Penalty: 5041.173828
	Iteration 133Q: 3 clusters Score -3178891 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3178911.250000 Penalty: 5041.173828
	Iteration 134Q: 3 clusters Score -3178911 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3178930.750000 Penalty: 5041.173828
	Iteration 135Q: 3 clusters Score -3178931 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3178948.500000 Penalty: 5041.173828
	Iteration 136Q: 3 clusters Score -3178948 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3178972.750000 Penalty: 5041.173828
	Iteration 137Q: 3 clusters Score -3178973 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3178987.750000 Penalty: 5041.173828
	Iteration 138Q: 3 clusters Score -3178988 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3178998.250000 Penalty: 5041.173828
	Iteration 139Q: 3 clusters Score -3178998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3179004.750000 Penalty: 5041.173828
	Iteration 140F: 3 clusters Score -3179005 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3179013.750000 Penalty: 5041.173828
	Iteration 141Q: 3 clusters Score -3179014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3179018.000000 Penalty: 5041.173828
	Iteration 142Q: 3 clusters Score -3179018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3179018.750000 Penalty: 5041.173828
	Iteration 143Q: 3 clusters Score -3179019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3179029.500000 Penalty: 5041.173828
	Iteration 144Q: 3 clusters Score -3179030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3179035.000000 Penalty: 5041.173828
	Iteration 145Q: 3 clusters Score -3179035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3179035.000000 Penalty: 5041.173828
	Iteration 146Q: 3 clusters Score -3179035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3179037.750000 Penalty: 5041.173828
	Iteration 147Q: 3 clusters Score -3179038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3179048.000000 Penalty: 5041.173828
	Iteration 148Q: 3 clusters Score -3179048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3179051.000000 Penalty: 5041.173828
	Iteration 149Q: 3 clusters Score -3179051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3179061.000000 Penalty: 5041.173828
	Iteration 150Q: 3 clusters Score -3179061 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3179075.750000 Penalty: 5041.173828
	Iteration 151Q: 3 clusters Score -3179076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3179101.750000 Penalty: 5041.173828
	Iteration 152Q: 3 clusters Score -3179102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3179106.750000 Penalty: 5041.173828
	Iteration 153Q: 3 clusters Score -3179107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3179117.000000 Penalty: 5041.173828
	Iteration 154Q: 3 clusters Score -3179117 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3179128.750000 Penalty: 5041.173828
	Iteration 155Q: 3 clusters Score -3179129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3179149.750000 Penalty: 5041.173828
	Iteration 156Q: 3 clusters Score -3179150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3179158.000000 Penalty: 5041.173828
	Iteration 157Q: 3 clusters Score -3179158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3179169.750000 Penalty: 5041.173828
	Iteration 158Q: 3 clusters Score -3179170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3179174.000000 Penalty: 5041.173828
	Iteration 159Q: 3 clusters Score -3179174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3179181.250000 Penalty: 5041.173828
	Iteration 160F: 3 clusters Score -3179181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3179191.750000 Penalty: 5041.173828
	Iteration 161Q: 3 clusters Score -3179192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3179196.500000 Penalty: 5041.173828
	Iteration 162Q: 3 clusters Score -3179196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3179194.750000 Penalty: 5041.173828
	Iteration 163Q: 3 clusters Score -3179195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3179192.000000 Penalty: 5041.173828
	Iteration 164Q: 3 clusters Score -3179192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3179201.000000 Penalty: 5041.173828
	Iteration 165Q: 3 clusters Score -3179201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3179210.500000 Penalty: 5041.173828
	Iteration 166Q: 3 clusters Score -3179210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3179215.000000 Penalty: 5041.173828
	Iteration 167Q: 3 clusters Score -3179215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3179224.500000 Penalty: 5041.173828
	Iteration 168Q: 3 clusters Score -3179224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3179233.750000 Penalty: 5041.173828
	Iteration 169Q: 3 clusters Score -3179234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3179231.250000 Penalty: 5041.173828
	Iteration 170Q: 3 clusters Score -3179231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3179237.500000 Penalty: 5041.173828
	Iteration 171Q: 3 clusters Score -3179238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3179246.250000 Penalty: 5041.173828
	Iteration 172Q: 3 clusters Score -3179246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3179253.250000 Penalty: 5041.173828
	Iteration 173Q: 3 clusters Score -3179253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3179257.250000 Penalty: 5041.173828
	Iteration 174Q: 3 clusters Score -3179257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3179253.750000 Penalty: 5041.173828
	Iteration 175Q: 3 clusters Score -3179254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3179260.250000 Penalty: 5041.173828
	Iteration 176Q: 3 clusters Score -3179260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3179267.250000 Penalty: 5041.173828
	Iteration 177Q: 3 clusters Score -3179267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3179266.000000 Penalty: 5041.173828
	Iteration 178Q: 3 clusters Score -3179266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3179268.500000 Penalty: 5041.173828
	Iteration 179Q: 3 clusters Score -3179268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3179276.250000 Penalty: 5041.173828
	Iteration 180F: 3 clusters Score -3179276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3179275.500000 Penalty: 5041.173828
	Iteration 181Q: 3 clusters Score -3179276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3179285.250000 Penalty: 5041.173828
	Iteration 182Q: 3 clusters Score -3179285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3179283.500000 Penalty: 5041.173828
	Iteration 183Q: 3 clusters Score -3179284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3179285.500000 Penalty: 5041.173828
	Iteration 184Q: 3 clusters Score -3179286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3179291.500000 Penalty: 5041.173828
	Iteration 185Q: 3 clusters Score -3179292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3179298.250000 Penalty: 5041.173828
	Iteration 186Q: 3 clusters Score -3179298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3179305.000000 Penalty: 5041.173828
	Iteration 187Q: 3 clusters Score -3179305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3179304.500000 Penalty: 5041.173828
	Iteration 188Q: 3 clusters Score -3179304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3179308.750000 Penalty: 5041.173828
	Iteration 189Q: 3 clusters Score -3179309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3179318.750000 Penalty: 5041.173828
	Iteration 190Q: 3 clusters Score -3179319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3179323.250000 Penalty: 5041.173828
	Iteration 191Q: 3 clusters Score -3179323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3179329.500000 Penalty: 5041.173828
	Iteration 192Q: 3 clusters Score -3179330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3179333.250000 Penalty: 5041.173828
	Iteration 193Q: 3 clusters Score -3179333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3179333.500000 Penalty: 5041.173828
	Iteration 194Q: 3 clusters Score -3179334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3179341.500000 Penalty: 5041.173828
	Iteration 195Q: 3 clusters Score -3179342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3179347.250000 Penalty: 5041.173828
	Iteration 196Q: 3 clusters Score -3179347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3179348.000000 Penalty: 5041.173828
	Iteration 197Q: 3 clusters Score -3179348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3179350.750000 Penalty: 5041.173828
	Iteration 198Q: 3 clusters Score -3179351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3179349.750000 Penalty: 5041.173828
	Iteration 199Q: 3 clusters Score -3179350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3179354.500000 Penalty: 5041.173828
	Iteration 200F: 3 clusters Score -3179354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3179360.250000 Penalty: 5041.173828
	Iteration 201Q: 3 clusters Score -3179360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3179358.500000 Penalty: 5041.173828
	Iteration 202Q: 3 clusters Score -3179358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3179366.250000 Penalty: 5041.173828
	Iteration 203Q: 3 clusters Score -3179366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3179369.750000 Penalty: 5041.173828
	Iteration 204Q: 3 clusters Score -3179370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3179371.750000 Penalty: 5041.173828
	Iteration 205Q: 3 clusters Score -3179372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3179374.250000 Penalty: 5041.173828
	Iteration 206Q: 3 clusters Score -3179374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3179374.000000 Penalty: 5041.173828
	Iteration 207Q: 3 clusters Score -3179374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3179379.500000 Penalty: 5041.173828
	Iteration 208Q: 3 clusters Score -3179380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3179378.750000 Penalty: 5041.173828
	Iteration 209Q: 3 clusters Score -3179379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3179377.750000 Penalty: 5041.173828
	Iteration 210Q: 3 clusters Score -3179378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3179380.750000 Penalty: 5041.173828
	Iteration 211Q: 3 clusters Score -3179381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3179381.250000 Penalty: 5041.173828
	Iteration 212Q: 3 clusters Score -3179381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3179381.250000 Penalty: 5041.173828
	Iteration 213F: 3 clusters Score -3179381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Entering Unmasked Estep 
Score: -3348455.250000 Penalty: 2550.553467
	Iteration 0F: 2 clusters Score -3348455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -3328534.500000 Penalty: 5101.106934
	Iteration 0F: 3 clusters Score -3328534 nChanged 13059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -3335463.000000 Penalty: 5101.106934
	Iteration 1F: 3 clusters Score -3335463 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3336085.500000 Penalty: 5101.106934
	Iteration 2F: 3 clusters Score -3336086 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -3336717.250000 Penalty: 5101.106934
	Iteration 3F: 3 clusters Score -3336717 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -3337346.500000 Penalty: 5101.106934
	Iteration 4Q: 3 clusters Score -3337346 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -3338096.250000 Penalty: 5101.106934
	Iteration 5Q: 3 clusters Score -3338096 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -3339019.000000 Penalty: 5101.106934
	Iteration 6F: 3 clusters Score -3339019 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -3340138.500000 Penalty: 5101.106934
	Iteration 7F: 3 clusters Score -3340138 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -3341266.250000 Penalty: 5101.106934
	Iteration 8F: 3 clusters Score -3341266 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -3342402.500000 Penalty: 5101.106934
	Iteration 9F: 3 clusters Score -3342402 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -3343488.500000 Penalty: 5101.106934
	Iteration 10Q: 3 clusters Score -3343488 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -3344394.500000 Penalty: 5101.106934
	Iteration 11Q: 3 clusters Score -3344394 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -3345078.000000 Penalty: 5101.106934
	Iteration 12Q: 3 clusters Score -3345078 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -3345584.500000 Penalty: 5101.106934
	Iteration 13Q: 3 clusters Score -3345584 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -3345994.500000 Penalty: 5101.106934
	Iteration 14Q: 3 clusters Score -3345994 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -3346277.000000 Penalty: 5101.106934
	Iteration 15Q: 3 clusters Score -3346277 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -3346486.750000 Penalty: 5101.106934
	Iteration 16Q: 3 clusters Score -3346487 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -3346669.250000 Penalty: 5101.106934
	Iteration 17Q: 3 clusters Score -3346669 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -3346848.250000 Penalty: 5101.106934
	Iteration 18Q: 3 clusters Score -3346848 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -3347076.250000 Penalty: 5101.106934
	Iteration 19Q: 3 clusters Score -3347076 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -3347276.250000 Penalty: 5101.106934
	Iteration 20F: 3 clusters Score -3347276 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -3347388.500000 Penalty: 5101.106934
	Iteration 21Q: 3 clusters Score -3347388 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3347441.000000 Penalty: 5101.106934
	Iteration 22Q: 3 clusters Score -3347441 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -3347493.000000 Penalty: 5101.106934
	Iteration 23Q: 3 clusters Score -3347493 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -3347512.500000 Penalty: 5101.106934
	Iteration 24Q: 3 clusters Score -3347512 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3347518.000000 Penalty: 5101.106934
	Iteration 25Q: 3 clusters Score -3347518 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -3347547.250000 Penalty: 5101.106934
	Iteration 26Q: 3 clusters Score -3347547 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3347571.250000 Penalty: 5101.106934
	Iteration 27Q: 3 clusters Score -3347571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3347566.250000 Penalty: 5101.106934
	Iteration 28Q: 3 clusters Score -3347566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3347569.000000 Penalty: 5101.106934
	Iteration 29Q: 3 clusters Score -3347569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -3347579.000000 Penalty: 5101.106934
	Iteration 30Q: 3 clusters Score -3347579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -3347587.500000 Penalty: 5101.106934
	Iteration 31Q: 3 clusters Score -3347588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -3347591.000000 Penalty: 5101.106934
	Iteration 32Q: 3 clusters Score -3347591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3347589.000000 Penalty: 5101.106934
	Iteration 33Q: 3 clusters Score -3347589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -3347592.000000 Penalty: 5101.106934
	Iteration 34Q: 3 clusters Score -3347592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3347601.500000 Penalty: 5101.106934
	Iteration 35Q: 3 clusters Score -3347602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3347596.750000 Penalty: 5101.106934
	Iteration 36Q: 3 clusters Score -3347597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3347595.000000 Penalty: 5101.106934
	Iteration 37Q: 3 clusters Score -3347595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -3347596.250000 Penalty: 5101.106934
	Iteration 38Q: 3 clusters Score -3347596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -3347592.500000 Penalty: 5101.106934
	Iteration 39Q: 3 clusters Score -3347592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -3347592.500000 Penalty: 5101.106934
	Iteration 40F: 3 clusters Score -3347592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -46344.742188 Penalty: 1518.378174
	Iteration 0F: 2 clusters Score -46344.74 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 241 members 
Entering Unmasked Estep 
Score: -44920.496094 Penalty: 3036.756348
	Iteration 0F: 3 clusters Score -44920.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45062.367188 Penalty: 3036.756348
	Iteration 1F: 3 clusters Score -45062.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45163.863281 Penalty: 3036.756348
	Iteration 2Q: 3 clusters Score -45163.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45282.406250 Penalty: 3036.756348
	Iteration 3F: 3 clusters Score -45282.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45360.445312 Penalty: 3036.756348
	Iteration 4Q: 3 clusters Score -45360.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45390.203125 Penalty: 3036.756348
	Iteration 5Q: 3 clusters Score -45390.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45405.910156 Penalty: 3036.756348
	Iteration 6Q: 3 clusters Score -45405.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45430.093750 Penalty: 3036.756348
	Iteration 7Q: 3 clusters Score -45430.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45462.976562 Penalty: 3036.756348
	Iteration 8Q: 3 clusters Score -45462.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45485.519531 Penalty: 3036.756348
	Iteration 9Q: 3 clusters Score -45485.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45513.898438 Penalty: 3036.756348
	Iteration 10Q: 3 clusters Score -45513.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45563.214844 Penalty: 3036.756348
	Iteration 11Q: 3 clusters Score -45563.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -45586.035156 Penalty: 3036.756348
	Iteration 12Q: 3 clusters Score -45586.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -45628.066406 Penalty: 3036.756348
	Iteration 13Q: 3 clusters Score -45628.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -45660.484375 Penalty: 3036.756348
	Iteration 14Q: 3 clusters Score -45660.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -45678.792969 Penalty: 3036.756348
	Iteration 15Q: 3 clusters Score -45678.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -45690.148438 Penalty: 3036.756348
	Iteration 16Q: 3 clusters Score -45690.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -45697.699219 Penalty: 3036.756348
	Iteration 17Q: 3 clusters Score -45697.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -45700.605469 Penalty: 3036.756348
	Iteration 18Q: 3 clusters Score -45700.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -45706.464844 Penalty: 3036.756348
	Iteration 19Q: 3 clusters Score -45706.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45721.117188 Penalty: 3036.756348
	Iteration 20F: 3 clusters Score -45721.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -45745.132812 Penalty: 3036.756348
	Iteration 21Q: 3 clusters Score -45745.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -45769.578125 Penalty: 3036.756348
	Iteration 22Q: 3 clusters Score -45769.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -45803.398438 Penalty: 3036.756348
	Iteration 23Q: 3 clusters Score -45803.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45812.542969 Penalty: 3036.756348
	Iteration 24Q: 3 clusters Score -45812.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45812.542969 Penalty: 3036.756348
	Iteration 25F: 3 clusters Score -45812.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (126245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126245 members 
Entering Unmasked Estep 
Score: -15432397.000000 Penalty: 2913.002930
	Iteration 0F: 2 clusters Score -1.54324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63073 members 
Mstep: Class 2 contains 63172 members 
Entering Unmasked Estep 
Score: -15348446.000000 Penalty: 5826.005859
	Iteration 0F: 3 clusters Score -1.534845e+07 nChanged 59702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61697 members 
Mstep: Class 2 contains 64548 members 
Entering Unmasked Estep 
Score: -15382951.000000 Penalty: 5826.005859
	Iteration 1F: 3 clusters Score -1.538295e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60551 members 
Mstep: Class 2 contains 65694 members 
Entering Unmasked Estep 
Score: -15384438.000000 Penalty: 5826.005859
	Iteration 2Q: 3 clusters Score -1.538444e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 67623 members 
Entering Unmasked Estep 
Score: -15386828.000000 Penalty: 5826.005859
	Iteration 3Q: 3 clusters Score -1.538683e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55616 members 
Mstep: Class 2 contains 70629 members 
Entering Unmasked Estep 
Score: -15390529.000000 Penalty: 5826.005859
	Iteration 4F: 3 clusters Score -1.539053e+07 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 74875 members 
Entering Unmasked Estep 
Score: -15395042.000000 Penalty: 5826.005859
	Iteration 5F: 3 clusters Score -1.539504e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 80331 members 
Entering Unmasked Estep 
Score: -15400222.000000 Penalty: 5826.005859
	Iteration 6F: 3 clusters Score -1.540022e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 86411 members 
Entering Unmasked Estep 
Score: -15405186.000000 Penalty: 5826.005859
	Iteration 7F: 3 clusters Score -1.540519e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 92719 members 
Entering Unmasked Estep 
Score: -15409613.000000 Penalty: 5826.005859
	Iteration 8F: 3 clusters Score -1.540961e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 98895 members 
Entering Unmasked Estep 
Score: -15413539.000000 Penalty: 5826.005859
	Iteration 9F: 3 clusters Score -1.541354e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 104643 members 
Entering Unmasked Estep 
Score: -15417269.000000 Penalty: 5826.005859
	Iteration 10Q: 3 clusters Score -1.541727e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 109825 members 
Entering Unmasked Estep 
Score: -15420812.000000 Penalty: 5826.005859
	Iteration 11Q: 3 clusters Score -1.542081e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 114156 members 
Entering Unmasked Estep 
Score: -15424156.000000 Penalty: 5826.005859
	Iteration 12Q: 3 clusters Score -1.542416e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 117420 members 
Entering Unmasked Estep 
Score: -15426612.000000 Penalty: 5826.005859
	Iteration 13Q: 3 clusters Score -1.542661e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 119578 members 
Entering Unmasked Estep 
Score: -15428158.000000 Penalty: 5826.005859
	Iteration 14Q: 3 clusters Score -1.542816e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 120857 members 
Entering Unmasked Estep 
Score: -15429156.000000 Penalty: 5826.005859
	Iteration 15Q: 3 clusters Score -1.542916e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 121592 members 
Entering Unmasked Estep 
Score: -15429754.000000 Penalty: 5826.005859
	Iteration 16Q: 3 clusters Score -1.542975e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 122074 members 
Entering Unmasked Estep 
Score: -15430293.000000 Penalty: 5826.005859
	Iteration 17Q: 3 clusters Score -1.543029e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 122368 members 
Entering Unmasked Estep 
Score: -15430704.000000 Penalty: 5826.005859
	Iteration 18Q: 3 clusters Score -1.54307e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 122555 members 
Entering Unmasked Estep 
Score: -15430954.000000 Penalty: 5826.005859
	Iteration 19Q: 3 clusters Score -1.543095e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 122655 members 
Entering Unmasked Estep 
Score: -15431136.000000 Penalty: 5826.005859
	Iteration 20F: 3 clusters Score -1.543114e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 122753 members 
Entering Unmasked Estep 
Score: -15431258.000000 Penalty: 5826.005859
	Iteration 21Q: 3 clusters Score -1.543126e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 122830 members 
Entering Unmasked Estep 
Score: -15431388.000000 Penalty: 5826.005859
	Iteration 22Q: 3 clusters Score -1.543139e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 122895 members 
Entering Unmasked Estep 
Score: -15431528.000000 Penalty: 5826.005859
	Iteration 23Q: 3 clusters Score -1.543153e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 122946 members 
Entering Unmasked Estep 
Score: -15431597.000000 Penalty: 5826.005859
	Iteration 24Q: 3 clusters Score -1.54316e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 122989 members 
Entering Unmasked Estep 
Score: -15431638.000000 Penalty: 5826.005859
	Iteration 25Q: 3 clusters Score -1.543164e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 123036 members 
Entering Unmasked Estep 
Score: -15431686.000000 Penalty: 5826.005859
	Iteration 26Q: 3 clusters Score -1.543169e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 123065 members 
Entering Unmasked Estep 
Score: -15431729.000000 Penalty: 5826.005859
	Iteration 27Q: 3 clusters Score -1.543173e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 123083 members 
Entering Unmasked Estep 
Score: -15431736.000000 Penalty: 5826.005859
	Iteration 28Q: 3 clusters Score -1.543174e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 123106 members 
Entering Unmasked Estep 
Score: -15431751.000000 Penalty: 5826.005859
	Iteration 29Q: 3 clusters Score -1.543175e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 123114 members 
Entering Unmasked Estep 
Score: -15431763.000000 Penalty: 5826.005859
	Iteration 30Q: 3 clusters Score -1.543176e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 123129 members 
Entering Unmasked Estep 
Score: -15431764.000000 Penalty: 5826.005859
	Iteration 31Q: 3 clusters Score -1.543176e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 123136 members 
Entering Unmasked Estep 
Score: -15431767.000000 Penalty: 5826.005859
	Iteration 32Q: 3 clusters Score -1.543177e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 123139 members 
Entering Unmasked Estep 
Score: -15431769.000000 Penalty: 5826.005859
	Iteration 33Q: 3 clusters Score -1.543177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 123140 members 
Entering Unmasked Estep 
Score: -15431778.000000 Penalty: 5826.005859
	Iteration 34Q: 3 clusters Score -1.543178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 123145 members 
Entering Unmasked Estep 
Score: -15431762.000000 Penalty: 5826.005859
	Iteration 35Q: 3 clusters Score -1.543176e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 123153 members 
Entering Unmasked Estep 
Score: -15431772.000000 Penalty: 5826.005859
	Iteration 36Q: 3 clusters Score -1.543177e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 123158 members 
Entering Unmasked Estep 
Score: -15431788.000000 Penalty: 5826.005859
	Iteration 37Q: 3 clusters Score -1.543179e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 123162 members 
Entering Unmasked Estep 
Score: -15431785.000000 Penalty: 5826.005859
	Iteration 38Q: 3 clusters Score -1.543178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 123168 members 
Entering Unmasked Estep 
Score: -15431778.000000 Penalty: 5826.005859
	Iteration 39Q: 3 clusters Score -1.543178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 123171 members 
Entering Unmasked Estep 
Score: -15431791.000000 Penalty: 5826.005859
	Iteration 40F: 3 clusters Score -1.543179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 123167 members 
Entering Unmasked Estep 
Score: -15431776.000000 Penalty: 5826.005859
	Iteration 41Q: 3 clusters Score -1.543178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 123166 members 
Entering Unmasked Estep 
Score: -15431776.000000 Penalty: 5826.005859
	Iteration 42Q: 3 clusters Score -1.543178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 123166 members 
Entering Unmasked Estep 
Score: -15431776.000000 Penalty: 5826.005859
	Iteration 43F: 3 clusters Score -1.543178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Entering Unmasked Estep 
Score: -2524248.750000 Penalty: 2465.600830
	Iteration 0F: 2 clusters Score -2524249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2509624.250000 Penalty: 4931.201660
	Iteration 0F: 3 clusters Score -2509624 nChanged 9222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2514661.500000 Penalty: 4931.201660
	Iteration 1F: 3 clusters Score -2514662 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2515287.750000 Penalty: 4931.201660
	Iteration 2F: 3 clusters Score -2515288 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2515905.000000 Penalty: 4931.201660
	Iteration 3F: 3 clusters Score -2515905 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2516448.250000 Penalty: 4931.201660
	Iteration 4F: 3 clusters Score -2516448 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2516959.750000 Penalty: 4931.201660
	Iteration 5Q: 3 clusters Score -2516960 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2517464.000000 Penalty: 4931.201660
	Iteration 6Q: 3 clusters Score -2517464 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2517979.000000 Penalty: 4931.201660
	Iteration 7Q: 3 clusters Score -2517979 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2518536.750000 Penalty: 4931.201660
	Iteration 8Q: 3 clusters Score -2518537 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2518995.000000 Penalty: 4931.201660
	Iteration 9Q: 3 clusters Score -2518995 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2519306.250000 Penalty: 4931.201660
	Iteration 10Q: 3 clusters Score -2519306 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2519507.500000 Penalty: 4931.201660
	Iteration 11Q: 3 clusters Score -2519508 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2519616.500000 Penalty: 4931.201660
	Iteration 12Q: 3 clusters Score -2519616 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2519693.000000 Penalty: 4931.201660
	Iteration 13Q: 3 clusters Score -2519693 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2519726.500000 Penalty: 4931.201660
	Iteration 14Q: 3 clusters Score -2519726 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2519761.500000 Penalty: 4931.201660
	Iteration 15Q: 3 clusters Score -2519762 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2519805.250000 Penalty: 4931.201660
	Iteration 16Q: 3 clusters Score -2519805 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2519818.750000 Penalty: 4931.201660
	Iteration 17Q: 3 clusters Score -2519819 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2519833.000000 Penalty: 4931.201660
	Iteration 18Q: 3 clusters Score -2519833 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2519862.000000 Penalty: 4931.201660
	Iteration 19Q: 3 clusters Score -2519862 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2519896.250000 Penalty: 4931.201660
	Iteration 20F: 3 clusters Score -2519896 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2519915.750000 Penalty: 4931.201660
	Iteration 21Q: 3 clusters Score -2519916 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2519942.000000 Penalty: 4931.201660
	Iteration 22Q: 3 clusters Score -2519942 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2519959.250000 Penalty: 4931.201660
	Iteration 23Q: 3 clusters Score -2519959 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2519987.000000 Penalty: 4931.201660
	Iteration 24Q: 3 clusters Score -2519987 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2520001.250000 Penalty: 4931.201660
	Iteration 25Q: 3 clusters Score -2520001 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2520023.250000 Penalty: 4931.201660
	Iteration 26Q: 3 clusters Score -2520023 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2520049.250000 Penalty: 4931.201660
	Iteration 27Q: 3 clusters Score -2520049 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2520082.500000 Penalty: 4931.201660
	Iteration 28Q: 3 clusters Score -2520082 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2520113.500000 Penalty: 4931.201660
	Iteration 29Q: 3 clusters Score -2520114 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2520130.000000 Penalty: 4931.201660
	Iteration 30Q: 3 clusters Score -2520130 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2520160.500000 Penalty: 4931.201660
	Iteration 31Q: 3 clusters Score -2520160 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2520198.500000 Penalty: 4931.201660
	Iteration 32Q: 3 clusters Score -2520198 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2520252.000000 Penalty: 4931.201660
	Iteration 33Q: 3 clusters Score -2520252 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2520284.750000 Penalty: 4931.201660
	Iteration 34Q: 3 clusters Score -2520285 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2520324.750000 Penalty: 4931.201660
	Iteration 35Q: 3 clusters Score -2520325 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2520376.750000 Penalty: 4931.201660
	Iteration 36Q: 3 clusters Score -2520377 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2520420.000000 Penalty: 4931.201660
	Iteration 37Q: 3 clusters Score -2520420 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2520432.750000 Penalty: 4931.201660
	Iteration 38Q: 3 clusters Score -2520433 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2520462.500000 Penalty: 4931.201660
	Iteration 39Q: 3 clusters Score -2520462 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2520486.500000 Penalty: 4931.201660
	Iteration 40F: 3 clusters Score -2520486 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2520514.750000 Penalty: 4931.201660
	Iteration 41Q: 3 clusters Score -2520515 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2520537.000000 Penalty: 4931.201660
	Iteration 42Q: 3 clusters Score -2520537 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2520565.500000 Penalty: 4931.201660
	Iteration 43Q: 3 clusters Score -2520566 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2520579.250000 Penalty: 4931.201660
	Iteration 44Q: 3 clusters Score -2520579 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2520596.750000 Penalty: 4931.201660
	Iteration 45Q: 3 clusters Score -2520597 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2520626.750000 Penalty: 4931.201660
	Iteration 46Q: 3 clusters Score -2520627 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2520643.000000 Penalty: 4931.201660
	Iteration 47Q: 3 clusters Score -2520643 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2520663.000000 Penalty: 4931.201660
	Iteration 48Q: 3 clusters Score -2520663 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2520690.750000 Penalty: 4931.201660
	Iteration 49Q: 3 clusters Score -2520691 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2520714.750000 Penalty: 4931.201660
	Iteration 50Q: 3 clusters Score -2520715 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2520749.750000 Penalty: 4931.201660
	Iteration 51Q: 3 clusters Score -2520750 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2520778.750000 Penalty: 4931.201660
	Iteration 52Q: 3 clusters Score -2520779 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2520807.250000 Penalty: 4931.201660
	Iteration 53Q: 3 clusters Score -2520807 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2520831.750000 Penalty: 4931.201660
	Iteration 54Q: 3 clusters Score -2520832 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2520862.750000 Penalty: 4931.201660
	Iteration 55Q: 3 clusters Score -2520863 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2520904.500000 Penalty: 4931.201660
	Iteration 56Q: 3 clusters Score -2520904 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2520944.750000 Penalty: 4931.201660
	Iteration 57Q: 3 clusters Score -2520945 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2520987.500000 Penalty: 4931.201660
	Iteration 58Q: 3 clusters Score -2520988 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2521045.000000 Penalty: 4931.201660
	Iteration 59Q: 3 clusters Score -2521045 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2521077.500000 Penalty: 4931.201660
	Iteration 60F: 3 clusters Score -2521078 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2521124.750000 Penalty: 4931.201660
	Iteration 61Q: 3 clusters Score -2521125 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2521184.750000 Penalty: 4931.201660
	Iteration 62Q: 3 clusters Score -2521185 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2521243.750000 Penalty: 4931.201660
	Iteration 63Q: 3 clusters Score -2521244 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2521309.500000 Penalty: 4931.201660
	Iteration 64Q: 3 clusters Score -2521310 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2521377.000000 Penalty: 4931.201660
	Iteration 65Q: 3 clusters Score -2521377 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2521451.750000 Penalty: 4931.201660
	Iteration 66Q: 3 clusters Score -2521452 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2521502.250000 Penalty: 4931.201660
	Iteration 67Q: 3 clusters Score -2521502 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2521568.500000 Penalty: 4931.201660
	Iteration 68Q: 3 clusters Score -2521568 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2521629.000000 Penalty: 4931.201660
	Iteration 69Q: 3 clusters Score -2521629 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2521683.250000 Penalty: 4931.201660
	Iteration 70Q: 3 clusters Score -2521683 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2521735.750000 Penalty: 4931.201660
	Iteration 71Q: 3 clusters Score -2521736 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2521796.750000 Penalty: 4931.201660
	Iteration 72Q: 3 clusters Score -2521797 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2521846.750000 Penalty: 4931.201660
	Iteration 73Q: 3 clusters Score -2521847 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2521887.000000 Penalty: 4931.201660
	Iteration 74Q: 3 clusters Score -2521887 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2521921.500000 Penalty: 4931.201660
	Iteration 75Q: 3 clusters Score -2521922 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2521972.000000 Penalty: 4931.201660
	Iteration 76Q: 3 clusters Score -2521972 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2522019.750000 Penalty: 4931.201660
	Iteration 77Q: 3 clusters Score -2522020 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2522075.250000 Penalty: 4931.201660
	Iteration 78Q: 3 clusters Score -2522075 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2522125.500000 Penalty: 4931.201660
	Iteration 79Q: 3 clusters Score -2522126 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2522148.250000 Penalty: 4931.201660
	Iteration 80F: 3 clusters Score -2522148 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2522172.250000 Penalty: 4931.201660
	Iteration 81Q: 3 clusters Score -2522172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2522190.000000 Penalty: 4931.201660
	Iteration 82Q: 3 clusters Score -2522190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2522207.000000 Penalty: 4931.201660
	Iteration 83Q: 3 clusters Score -2522207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2522228.750000 Penalty: 4931.201660
	Iteration 84Q: 3 clusters Score -2522229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2522234.000000 Penalty: 4931.201660
	Iteration 85Q: 3 clusters Score -2522234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2522251.250000 Penalty: 4931.201660
	Iteration 86Q: 3 clusters Score -2522251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2522257.500000 Penalty: 4931.201660
	Iteration 87Q: 3 clusters Score -2522258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2522273.750000 Penalty: 4931.201660
	Iteration 88Q: 3 clusters Score -2522274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2522275.750000 Penalty: 4931.201660
	Iteration 89Q: 3 clusters Score -2522276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2522285.500000 Penalty: 4931.201660
	Iteration 90Q: 3 clusters Score -2522286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2522296.000000 Penalty: 4931.201660
	Iteration 91Q: 3 clusters Score -2522296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2522307.000000 Penalty: 4931.201660
	Iteration 92Q: 3 clusters Score -2522307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2522322.750000 Penalty: 4931.201660
	Iteration 93Q: 3 clusters Score -2522323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2522337.500000 Penalty: 4931.201660
	Iteration 94Q: 3 clusters Score -2522338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2522348.000000 Penalty: 4931.201660
	Iteration 95Q: 3 clusters Score -2522348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2522357.750000 Penalty: 4931.201660
	Iteration 96Q: 3 clusters Score -2522358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2522360.000000 Penalty: 4931.201660
	Iteration 97Q: 3 clusters Score -2522360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2522367.000000 Penalty: 4931.201660
	Iteration 98Q: 3 clusters Score -2522367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2522376.750000 Penalty: 4931.201660
	Iteration 99Q: 3 clusters Score -2522377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2522376.750000 Penalty: 4931.201660
	Iteration 100F: 3 clusters Score -2522377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2522377.500000 Penalty: 4931.201660
	Iteration 101Q: 3 clusters Score -2522378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2522382.500000 Penalty: 4931.201660
	Iteration 102Q: 3 clusters Score -2522382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2522385.250000 Penalty: 4931.201660
	Iteration 103Q: 3 clusters Score -2522385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2522391.750000 Penalty: 4931.201660
	Iteration 104Q: 3 clusters Score -2522392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2522394.500000 Penalty: 4931.201660
	Iteration 105Q: 3 clusters Score -2522394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2522401.750000 Penalty: 4931.201660
	Iteration 106Q: 3 clusters Score -2522402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2522401.750000 Penalty: 4931.201660
	Iteration 107Q: 3 clusters Score -2522402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2522401.000000 Penalty: 4931.201660
	Iteration 108Q: 3 clusters Score -2522401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2522401.000000 Penalty: 4931.201660
	Iteration 109Q: 3 clusters Score -2522401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2522403.250000 Penalty: 4931.201660
	Iteration 110Q: 3 clusters Score -2522403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2522402.750000 Penalty: 4931.201660
	Iteration 111Q: 3 clusters Score -2522403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2522406.000000 Penalty: 4931.201660
	Iteration 112Q: 3 clusters Score -2522406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2522411.250000 Penalty: 4931.201660
	Iteration 113Q: 3 clusters Score -2522411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2522411.750000 Penalty: 4931.201660
	Iteration 114Q: 3 clusters Score -2522412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2522414.250000 Penalty: 4931.201660
	Iteration 115Q: 3 clusters Score -2522414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2522415.750000 Penalty: 4931.201660
	Iteration 116Q: 3 clusters Score -2522416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2522419.500000 Penalty: 4931.201660
	Iteration 117Q: 3 clusters Score -2522420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2522426.250000 Penalty: 4931.201660
	Iteration 118Q: 3 clusters Score -2522426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2522425.500000 Penalty: 4931.201660
	Iteration 119Q: 3 clusters Score -2522426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2522434.000000 Penalty: 4931.201660
	Iteration 120F: 3 clusters Score -2522434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2522447.250000 Penalty: 4931.201660
	Iteration 121Q: 3 clusters Score -2522447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2522455.000000 Penalty: 4931.201660
	Iteration 122Q: 3 clusters Score -2522455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2522459.750000 Penalty: 4931.201660
	Iteration 123Q: 3 clusters Score -2522460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2522463.750000 Penalty: 4931.201660
	Iteration 124Q: 3 clusters Score -2522464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2522464.250000 Penalty: 4931.201660
	Iteration 125Q: 3 clusters Score -2522464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2522463.750000 Penalty: 4931.201660
	Iteration 126Q: 3 clusters Score -2522464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2522463.500000 Penalty: 4931.201660
	Iteration 127Q: 3 clusters Score -2522464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2522465.500000 Penalty: 4931.201660
	Iteration 128Q: 3 clusters Score -2522466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2522466.000000 Penalty: 4931.201660
	Iteration 129Q: 3 clusters Score -2522466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2522468.000000 Penalty: 4931.201660
	Iteration 130Q: 3 clusters Score -2522468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2522466.500000 Penalty: 4931.201660
	Iteration 131Q: 3 clusters Score -2522466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2522466.500000 Penalty: 4931.201660
	Iteration 132F: 3 clusters Score -2522466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Entering Unmasked Estep 
Score: -1123773.375000 Penalty: 2269.056641
	Iteration 0F: 2 clusters Score -1123773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1116498.000000 Penalty: 4538.113281
	Iteration 0F: 3 clusters Score -1116498 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1118645.625000 Penalty: 4538.113281
	Iteration 1F: 3 clusters Score -1118646 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1119192.125000 Penalty: 4538.113281
	Iteration 2F: 3 clusters Score -1119192 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1119788.125000 Penalty: 4538.113281
	Iteration 3F: 3 clusters Score -1119788 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1120474.750000 Penalty: 4538.113281
	Iteration 4F: 3 clusters Score -1120475 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1121191.750000 Penalty: 4538.113281
	Iteration 5F: 3 clusters Score -1121192 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1121796.250000 Penalty: 4538.113281
	Iteration 6F: 3 clusters Score -1121796 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1122168.250000 Penalty: 4538.113281
	Iteration 7Q: 3 clusters Score -1122168 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1122362.375000 Penalty: 4538.113281
	Iteration 8Q: 3 clusters Score -1122362 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1122472.875000 Penalty: 4538.113281
	Iteration 9Q: 3 clusters Score -1122473 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1122530.375000 Penalty: 4538.113281
	Iteration 10Q: 3 clusters Score -1122530 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1122575.250000 Penalty: 4538.113281
	Iteration 11Q: 3 clusters Score -1122575 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1122601.500000 Penalty: 4538.113281
	Iteration 12Q: 3 clusters Score -1122602 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1122614.375000 Penalty: 4538.113281
	Iteration 13Q: 3 clusters Score -1122614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1122623.250000 Penalty: 4538.113281
	Iteration 14Q: 3 clusters Score -1122623 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1122626.750000 Penalty: 4538.113281
	Iteration 15Q: 3 clusters Score -1122627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1122628.000000 Penalty: 4538.113281
	Iteration 16Q: 3 clusters Score -1122628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1122632.625000 Penalty: 4538.113281
	Iteration 17Q: 3 clusters Score -1122633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1122634.000000 Penalty: 4538.113281
	Iteration 18Q: 3 clusters Score -1122634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1122635.125000 Penalty: 4538.113281
	Iteration 19Q: 3 clusters Score -1122635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1122636.000000 Penalty: 4538.113281
	Iteration 20F: 3 clusters Score -1122636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1122636.625000 Penalty: 4538.113281
	Iteration 21Q: 3 clusters Score -1122637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1122637.750000 Penalty: 4538.113281
	Iteration 22Q: 3 clusters Score -1122638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1122640.500000 Penalty: 4538.113281
	Iteration 23Q: 3 clusters Score -1122640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1122642.000000 Penalty: 4538.113281
	Iteration 24Q: 3 clusters Score -1122642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1122642.250000 Penalty: 4538.113281
	Iteration 25Q: 3 clusters Score -1122642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1122644.000000 Penalty: 4538.113281
	Iteration 26Q: 3 clusters Score -1122644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1122648.125000 Penalty: 4538.113281
	Iteration 27Q: 3 clusters Score -1122648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1122649.875000 Penalty: 4538.113281
	Iteration 28Q: 3 clusters Score -1122650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1122648.250000 Penalty: 4538.113281
	Iteration 29Q: 3 clusters Score -1122648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1122647.875000 Penalty: 4538.113281
	Iteration 30Q: 3 clusters Score -1122648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1122649.375000 Penalty: 4538.113281
	Iteration 31Q: 3 clusters Score -1122649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1122648.000000 Penalty: 4538.113281
	Iteration 32Q: 3 clusters Score -1122648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1122649.875000 Penalty: 4538.113281
	Iteration 33Q: 3 clusters Score -1122650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1122648.375000 Penalty: 4538.113281
	Iteration 34Q: 3 clusters Score -1122648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1122650.750000 Penalty: 4538.113281
	Iteration 35Q: 3 clusters Score -1122651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1122650.750000 Penalty: 4538.113281
	Iteration 36F: 3 clusters Score -1122651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (229736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229736 members 
Entering Unmasked Estep 
Score: -28033224.000000 Penalty: 3061.482178
	Iteration 0F: 2 clusters Score -2.803322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114794 members 
Mstep: Class 2 contains 114942 members 
Entering Unmasked Estep 
Score: -27881596.000000 Penalty: 6122.964355
	Iteration 0F: 3 clusters Score -2.78816e+07 nChanged 110826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114348 members 
Mstep: Class 2 contains 115388 members 
Entering Unmasked Estep 
Score: -27946854.000000 Penalty: 6122.964355
	Iteration 1F: 3 clusters Score -2.794685e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113782 members 
Mstep: Class 2 contains 115954 members 
Entering Unmasked Estep 
Score: -27947768.000000 Penalty: 6122.964355
	Iteration 2Q: 3 clusters Score -2.794777e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112957 members 
Mstep: Class 2 contains 116779 members 
Entering Unmasked Estep 
Score: -27948780.000000 Penalty: 6122.964355
	Iteration 3Q: 3 clusters Score -2.794878e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111904 members 
Mstep: Class 2 contains 117832 members 
Entering Unmasked Estep 
Score: -27950302.000000 Penalty: 6122.964355
	Iteration 4Q: 3 clusters Score -2.79503e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110428 members 
Mstep: Class 2 contains 119308 members 
Entering Unmasked Estep 
Score: -27951828.000000 Penalty: 6122.964355
	Iteration 5Q: 3 clusters Score -2.795183e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108510 members 
Mstep: Class 2 contains 121226 members 
Entering Unmasked Estep 
Score: -27954406.000000 Penalty: 6122.964355
	Iteration 6Q: 3 clusters Score -2.795441e+07 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105652 members 
Mstep: Class 2 contains 124084 members 
Entering Unmasked Estep 
Score: -27958078.000000 Penalty: 6122.964355
	Iteration 7Q: 3 clusters Score -2.795808e+07 nChanged 10697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101431 members 
Mstep: Class 2 contains 128305 members 
Entering Unmasked Estep 
Score: -27963470.000000 Penalty: 6122.964355
	Iteration 8Q: 3 clusters Score -2.796347e+07 nChanged 11952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95755 members 
Mstep: Class 2 contains 133981 members 
Entering Unmasked Estep 
Score: -27970224.000000 Penalty: 6122.964355
	Iteration 9F: 3 clusters Score -2.797022e+07 nChanged 12569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88384 members 
Mstep: Class 2 contains 141352 members 
Entering Unmasked Estep 
Score: -27977576.000000 Penalty: 6122.964355
	Iteration 10F: 3 clusters Score -2.797758e+07 nChanged 12466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79274 members 
Mstep: Class 2 contains 150462 members 
Entering Unmasked Estep 
Score: -27985072.000000 Penalty: 6122.964355
	Iteration 11F: 3 clusters Score -2.798507e+07 nChanged 12342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68598 members 
Mstep: Class 2 contains 161138 members 
Entering Unmasked Estep 
Score: -27993146.000000 Penalty: 6122.964355
	Iteration 12F: 3 clusters Score -2.799315e+07 nChanged 12212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57042 members 
Mstep: Class 2 contains 172694 members 
Entering Unmasked Estep 
Score: -28001890.000000 Penalty: 6122.964355
	Iteration 13F: 3 clusters Score -2.800189e+07 nChanged 11975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 184421 members 
Entering Unmasked Estep 
Score: -28010302.000000 Penalty: 6122.964355
	Iteration 14F: 3 clusters Score -2.80103e+07 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 195198 members 
Entering Unmasked Estep 
Score: -28017308.000000 Penalty: 6122.964355
	Iteration 15Q: 3 clusters Score -2.801731e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 203999 members 
Entering Unmasked Estep 
Score: -28022658.000000 Penalty: 6122.964355
	Iteration 16Q: 3 clusters Score -2.802266e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 210503 members 
Entering Unmasked Estep 
Score: -28026224.000000 Penalty: 6122.964355
	Iteration 17Q: 3 clusters Score -2.802622e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 215113 members 
Entering Unmasked Estep 
Score: -28028284.000000 Penalty: 6122.964355
	Iteration 18Q: 3 clusters Score -2.802828e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 218383 members 
Entering Unmasked Estep 
Score: -28029522.000000 Penalty: 6122.964355
	Iteration 19Q: 3 clusters Score -2.802952e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 220608 members 
Entering Unmasked Estep 
Score: -28030146.000000 Penalty: 6122.964355
	Iteration 20F: 3 clusters Score -2.803015e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 222170 members 
Entering Unmasked Estep 
Score: -28030532.000000 Penalty: 6122.964355
	Iteration 21Q: 3 clusters Score -2.803053e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 223284 members 
Entering Unmasked Estep 
Score: -28030840.000000 Penalty: 6122.964355
	Iteration 22Q: 3 clusters Score -2.803084e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 224115 members 
Entering Unmasked Estep 
Score: -28031016.000000 Penalty: 6122.964355
	Iteration 23Q: 3 clusters Score -2.803102e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 224707 members 
Entering Unmasked Estep 
Score: -28031112.000000 Penalty: 6122.964355
	Iteration 24Q: 3 clusters Score -2.803111e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 225138 members 
Entering Unmasked Estep 
Score: -28031248.000000 Penalty: 6122.964355
	Iteration 25Q: 3 clusters Score -2.803125e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 225439 members 
Entering Unmasked Estep 
Score: -28031264.000000 Penalty: 6122.964355
	Iteration 26Q: 3 clusters Score -2.803126e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 225681 members 
Entering Unmasked Estep 
Score: -28031316.000000 Penalty: 6122.964355
	Iteration 27Q: 3 clusters Score -2.803132e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 225881 members 
Entering Unmasked Estep 
Score: -28031312.000000 Penalty: 6122.964355
	Iteration 28Q: 3 clusters Score -2.803131e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 226027 members 
Entering Unmasked Estep 
Score: -28031374.000000 Penalty: 6122.964355
	Iteration 29Q: 3 clusters Score -2.803137e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 226146 members 
Entering Unmasked Estep 
Score: -28031436.000000 Penalty: 6122.964355
	Iteration 30Q: 3 clusters Score -2.803144e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 226258 members 
Entering Unmasked Estep 
Score: -28031460.000000 Penalty: 6122.964355
	Iteration 31Q: 3 clusters Score -2.803146e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 226357 members 
Entering Unmasked Estep 
Score: -28031438.000000 Penalty: 6122.964355
	Iteration 32Q: 3 clusters Score -2.803144e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 226429 members 
Entering Unmasked Estep 
Score: -28031486.000000 Penalty: 6122.964355
	Iteration 33Q: 3 clusters Score -2.803149e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 226488 members 
Entering Unmasked Estep 
Score: -28031490.000000 Penalty: 6122.964355
	Iteration 34Q: 3 clusters Score -2.803149e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 226541 members 
Entering Unmasked Estep 
Score: -28031486.000000 Penalty: 6122.964355
	Iteration 35Q: 3 clusters Score -2.803149e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 226575 members 
Entering Unmasked Estep 
Score: -28031488.000000 Penalty: 6122.964355
	Iteration 36Q: 3 clusters Score -2.803149e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 226611 members 
Entering Unmasked Estep 
Score: -28031488.000000 Penalty: 6122.964355
	Iteration 37Q: 3 clusters Score -2.803149e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 226646 members 
Entering Unmasked Estep 
Score: -28031528.000000 Penalty: 6122.964355
	Iteration 38Q: 3 clusters Score -2.803153e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 226684 members 
Entering Unmasked Estep 
Score: -28031514.000000 Penalty: 6122.964355
	Iteration 39Q: 3 clusters Score -2.803151e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 226709 members 
Entering Unmasked Estep 
Score: -28031526.000000 Penalty: 6122.964355
	Iteration 40F: 3 clusters Score -2.803153e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 226722 members 
Entering Unmasked Estep 
Score: -28031530.000000 Penalty: 6122.964355
	Iteration 41Q: 3 clusters Score -2.803153e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 226737 members 
Entering Unmasked Estep 
Score: -28031522.000000 Penalty: 6122.964355
	Iteration 42Q: 3 clusters Score -2.803152e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 226749 members 
Entering Unmasked Estep 
Score: -28031528.000000 Penalty: 6122.964355
	Iteration 43Q: 3 clusters Score -2.803153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 226754 members 
Entering Unmasked Estep 
Score: -28031512.000000 Penalty: 6122.964355
	Iteration 44Q: 3 clusters Score -2.803151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 226763 members 
Entering Unmasked Estep 
Score: -28031498.000000 Penalty: 6122.964355
	Iteration 45Q: 3 clusters Score -2.80315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 226761 members 
Entering Unmasked Estep 
Score: -28031502.000000 Penalty: 6122.964355
	Iteration 46Q: 3 clusters Score -2.80315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 226764 members 
Entering Unmasked Estep 
Score: -28031506.000000 Penalty: 6122.964355
	Iteration 47Q: 3 clusters Score -2.803151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 226767 members 
Entering Unmasked Estep 
Score: -28031500.000000 Penalty: 6122.964355
	Iteration 48Q: 3 clusters Score -2.80315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 226772 members 
Entering Unmasked Estep 
Score: -28031504.000000 Penalty: 6122.964355
	Iteration 49Q: 3 clusters Score -2.80315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 226775 members 
Entering Unmasked Estep 
Score: -28031484.000000 Penalty: 6122.964355
	Iteration 50Q: 3 clusters Score -2.803148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 226779 members 
Entering Unmasked Estep 
Score: -28031506.000000 Penalty: 6122.964355
	Iteration 51Q: 3 clusters Score -2.803151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 226785 members 
Entering Unmasked Estep 
Score: -28031506.000000 Penalty: 6122.964355
	Iteration 52Q: 3 clusters Score -2.803151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 226788 members 
Entering Unmasked Estep 
Score: -28031494.000000 Penalty: 6122.964355
	Iteration 53Q: 3 clusters Score -2.803149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 226791 members 
Entering Unmasked Estep 
Score: -28031510.000000 Penalty: 6122.964355
	Iteration 54Q: 3 clusters Score -2.803151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 226791 members 
Entering Unmasked Estep 
Score: -28031500.000000 Penalty: 6122.964355
	Iteration 55Q: 3 clusters Score -2.80315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 226791 members 
Entering Unmasked Estep 
Score: -28031504.000000 Penalty: 6122.964355
	Iteration 56Q: 3 clusters Score -2.80315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 226792 members 
Entering Unmasked Estep 
Score: -28031514.000000 Penalty: 6122.964355
	Iteration 57Q: 3 clusters Score -2.803151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 226794 members 
Entering Unmasked Estep 
Score: -28031504.000000 Penalty: 6122.964355
	Iteration 58Q: 3 clusters Score -2.80315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 226798 members 
Entering Unmasked Estep 
Score: -28031506.000000 Penalty: 6122.964355
	Iteration 59Q: 3 clusters Score -2.803151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 226800 members 
Entering Unmasked Estep 
Score: -28031512.000000 Penalty: 6122.964355
	Iteration 60F: 3 clusters Score -2.803151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 226803 members 
Entering Unmasked Estep 
Score: -28031488.000000 Penalty: 6122.964355
	Iteration 61Q: 3 clusters Score -2.803149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 226807 members 
Entering Unmasked Estep 
Score: -28031490.000000 Penalty: 6122.964355
	Iteration 62Q: 3 clusters Score -2.803149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 226808 members 
Entering Unmasked Estep 
Score: -28031502.000000 Penalty: 6122.964355
	Iteration 63Q: 3 clusters Score -2.80315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 226811 members 
Entering Unmasked Estep 
Score: -28031502.000000 Penalty: 6122.964355
	Iteration 64Q: 3 clusters Score -2.80315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 226820 members 
Entering Unmasked Estep 
Score: -28031510.000000 Penalty: 6122.964355
	Iteration 65Q: 3 clusters Score -2.803151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 226824 members 
Entering Unmasked Estep 
Score: -28031504.000000 Penalty: 6122.964355
	Iteration 66Q: 3 clusters Score -2.80315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 226824 members 
Entering Unmasked Estep 
Score: -28031508.000000 Penalty: 6122.964355
	Iteration 67Q: 3 clusters Score -2.803151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 226825 members 
Entering Unmasked Estep 
Score: -28031518.000000 Penalty: 6122.964355
	Iteration 68Q: 3 clusters Score -2.803152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 226826 members 
Entering Unmasked Estep 
Score: -28031508.000000 Penalty: 6122.964355
	Iteration 69Q: 3 clusters Score -2.803151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 226827 members 
Entering Unmasked Estep 
Score: -28031518.000000 Penalty: 6122.964355
	Iteration 70Q: 3 clusters Score -2.803152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 226827 members 
Entering Unmasked Estep 
Score: -28031518.000000 Penalty: 6122.964355
	Iteration 71F: 3 clusters Score -2.803152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (55326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55326 members 
Entering Unmasked Estep 
Score: -6622115.000000 Penalty: 2708.407715
	Iteration 0F: 2 clusters Score -6622115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -6584844.000000 Penalty: 5416.815430
	Iteration 0F: 3 clusters Score -6584844 nChanged 25719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -6599500.500000 Penalty: 5416.815430
	Iteration 1F: 3 clusters Score -6599500 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -6600305.000000 Penalty: 5416.815430
	Iteration 2Q: 3 clusters Score -6600305 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -6601097.500000 Penalty: 5416.815430
	Iteration 3Q: 3 clusters Score -6601098 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -6601902.500000 Penalty: 5416.815430
	Iteration 4Q: 3 clusters Score -6601902 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -6602869.000000 Penalty: 5416.815430
	Iteration 5Q: 3 clusters Score -6602869 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -6604064.500000 Penalty: 5416.815430
	Iteration 6Q: 3 clusters Score -6604064 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -6605688.500000 Penalty: 5416.815430
	Iteration 7F: 3 clusters Score -6605688 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -6607785.000000 Penalty: 5416.815430
	Iteration 8F: 3 clusters Score -6607785 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -6610111.500000 Penalty: 5416.815430
	Iteration 9F: 3 clusters Score -6610112 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -6612429.500000 Penalty: 5416.815430
	Iteration 10F: 3 clusters Score -6612430 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -6614488.000000 Penalty: 5416.815430
	Iteration 11Q: 3 clusters Score -6614488 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -6615997.000000 Penalty: 5416.815430
	Iteration 12Q: 3 clusters Score -6615997 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -6617117.000000 Penalty: 5416.815430
	Iteration 13Q: 3 clusters Score -6617117 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -6617914.000000 Penalty: 5416.815430
	Iteration 14Q: 3 clusters Score -6617914 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -6618523.000000 Penalty: 5416.815430
	Iteration 15Q: 3 clusters Score -6618523 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 53428 members 
Entering Unmasked Estep 
Score: -6618932.500000 Penalty: 5416.815430
	Iteration 16Q: 3 clusters Score -6618932 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -6619183.000000 Penalty: 5416.815430
	Iteration 17Q: 3 clusters Score -6619183 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 54072 members 
Entering Unmasked Estep 
Score: -6619360.000000 Penalty: 5416.815430
	Iteration 18Q: 3 clusters Score -6619360 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 54255 members 
Entering Unmasked Estep 
Score: -6619474.500000 Penalty: 5416.815430
	Iteration 19Q: 3 clusters Score -6619474 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -6619595.500000 Penalty: 5416.815430
	Iteration 20F: 3 clusters Score -6619596 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 54475 members 
Entering Unmasked Estep 
Score: -6619653.000000 Penalty: 5416.815430
	Iteration 21Q: 3 clusters Score -6619653 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 54542 members 
Entering Unmasked Estep 
Score: -6619697.000000 Penalty: 5416.815430
	Iteration 22Q: 3 clusters Score -6619697 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 54580 members 
Entering Unmasked Estep 
Score: -6619729.000000 Penalty: 5416.815430
	Iteration 23Q: 3 clusters Score -6619729 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -6619750.000000 Penalty: 5416.815430
	Iteration 24Q: 3 clusters Score -6619750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 54646 members 
Entering Unmasked Estep 
Score: -6619766.500000 Penalty: 5416.815430
	Iteration 25Q: 3 clusters Score -6619766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 54658 members 
Entering Unmasked Estep 
Score: -6619774.000000 Penalty: 5416.815430
	Iteration 26Q: 3 clusters Score -6619774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -6619782.000000 Penalty: 5416.815430
	Iteration 27Q: 3 clusters Score -6619782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -6619787.500000 Penalty: 5416.815430
	Iteration 28Q: 3 clusters Score -6619788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 54675 members 
Entering Unmasked Estep 
Score: -6619785.000000 Penalty: 5416.815430
	Iteration 29Q: 3 clusters Score -6619785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 54679 members 
Entering Unmasked Estep 
Score: -6619782.500000 Penalty: 5416.815430
	Iteration 30Q: 3 clusters Score -6619782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 54683 members 
Entering Unmasked Estep 
Score: -6619792.500000 Penalty: 5416.815430
	Iteration 31Q: 3 clusters Score -6619792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -6619791.000000 Penalty: 5416.815430
	Iteration 32Q: 3 clusters Score -6619791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 54689 members 
Entering Unmasked Estep 
Score: -6619797.000000 Penalty: 5416.815430
	Iteration 33Q: 3 clusters Score -6619797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 54689 members 
Entering Unmasked Estep 
Score: -6619795.000000 Penalty: 5416.815430
	Iteration 34Q: 3 clusters Score -6619795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -6619802.000000 Penalty: 5416.815430
	Iteration 35Q: 3 clusters Score -6619802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 54694 members 
Entering Unmasked Estep 
Score: -6619805.000000 Penalty: 5416.815430
	Iteration 36Q: 3 clusters Score -6619805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -6619809.500000 Penalty: 5416.815430
	Iteration 37Q: 3 clusters Score -6619810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 54707 members 
Entering Unmasked Estep 
Score: -6619820.000000 Penalty: 5416.815430
	Iteration 38Q: 3 clusters Score -6619820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 54714 members 
Entering Unmasked Estep 
Score: -6619827.500000 Penalty: 5416.815430
	Iteration 39Q: 3 clusters Score -6619828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -6619829.500000 Penalty: 5416.815430
	Iteration 40F: 3 clusters Score -6619830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 54725 members 
Entering Unmasked Estep 
Score: -6619838.000000 Penalty: 5416.815430
	Iteration 41Q: 3 clusters Score -6619838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 54730 members 
Entering Unmasked Estep 
Score: -6619843.500000 Penalty: 5416.815430
	Iteration 42Q: 3 clusters Score -6619844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -6619842.500000 Penalty: 5416.815430
	Iteration 43Q: 3 clusters Score -6619842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 54740 members 
Entering Unmasked Estep 
Score: -6619843.000000 Penalty: 5416.815430
	Iteration 44Q: 3 clusters Score -6619843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -6619846.500000 Penalty: 5416.815430
	Iteration 45Q: 3 clusters Score -6619846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 54745 members 
Entering Unmasked Estep 
Score: -6619848.000000 Penalty: 5416.815430
	Iteration 46Q: 3 clusters Score -6619848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -6619851.500000 Penalty: 5416.815430
	Iteration 47Q: 3 clusters Score -6619852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -6619851.000000 Penalty: 5416.815430
	Iteration 48Q: 3 clusters Score -6619851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -6619856.500000 Penalty: 5416.815430
	Iteration 49Q: 3 clusters Score -6619856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 54758 members 
Entering Unmasked Estep 
Score: -6619854.500000 Penalty: 5416.815430
	Iteration 50Q: 3 clusters Score -6619854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -6619852.000000 Penalty: 5416.815430
	Iteration 51Q: 3 clusters Score -6619852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 54758 members 
Entering Unmasked Estep 
Score: -6619852.500000 Penalty: 5416.815430
	Iteration 52Q: 3 clusters Score -6619852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 54758 members 
Entering Unmasked Estep 
Score: -6619852.500000 Penalty: 5416.815430
	Iteration 53F: 3 clusters Score -6619852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Entering Unmasked Estep 
Score: -2954780.250000 Penalty: 2512.058350
	Iteration 0F: 2 clusters Score -2954780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2937493.750000 Penalty: 5024.116699
	Iteration 0F: 3 clusters Score -2937494 nChanged 11225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2943679.250000 Penalty: 5024.116699
	Iteration 1F: 3 clusters Score -2943679 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2944168.250000 Penalty: 5024.116699
	Iteration 2F: 3 clusters Score -2944168 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2944705.250000 Penalty: 5024.116699
	Iteration 3Q: 3 clusters Score -2944705 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2945358.000000 Penalty: 5024.116699
	Iteration 4F: 3 clusters Score -2945358 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -2946176.500000 Penalty: 5024.116699
	Iteration 5F: 3 clusters Score -2946176 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2947191.750000 Penalty: 5024.116699
	Iteration 6F: 3 clusters Score -2947192 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2948450.250000 Penalty: 5024.116699
	Iteration 7F: 3 clusters Score -2948450 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2949729.000000 Penalty: 5024.116699
	Iteration 8F: 3 clusters Score -2949729 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2950837.500000 Penalty: 5024.116699
	Iteration 9F: 3 clusters Score -2950838 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2951627.750000 Penalty: 5024.116699
	Iteration 10Q: 3 clusters Score -2951628 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2952117.500000 Penalty: 5024.116699
	Iteration 11Q: 3 clusters Score -2952118 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2952338.250000 Penalty: 5024.116699
	Iteration 12Q: 3 clusters Score -2952338 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2952473.500000 Penalty: 5024.116699
	Iteration 13Q: 3 clusters Score -2952474 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2952556.000000 Penalty: 5024.116699
	Iteration 14Q: 3 clusters Score -2952556 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2952602.500000 Penalty: 5024.116699
	Iteration 15Q: 3 clusters Score -2952602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2952642.750000 Penalty: 5024.116699
	Iteration 16Q: 3 clusters Score -2952643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2952661.250000 Penalty: 5024.116699
	Iteration 17Q: 3 clusters Score -2952661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2952668.750000 Penalty: 5024.116699
	Iteration 18Q: 3 clusters Score -2952669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2952678.500000 Penalty: 5024.116699
	Iteration 19Q: 3 clusters Score -2952678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2952689.000000 Penalty: 5024.116699
	Iteration 20F: 3 clusters Score -2952689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2952706.000000 Penalty: 5024.116699
	Iteration 21Q: 3 clusters Score -2952706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2952715.500000 Penalty: 5024.116699
	Iteration 22Q: 3 clusters Score -2952716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2952724.250000 Penalty: 5024.116699
	Iteration 23Q: 3 clusters Score -2952724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2952730.750000 Penalty: 5024.116699
	Iteration 24Q: 3 clusters Score -2952731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2952736.500000 Penalty: 5024.116699
	Iteration 25Q: 3 clusters Score -2952736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2952733.500000 Penalty: 5024.116699
	Iteration 26Q: 3 clusters Score -2952734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2952737.000000 Penalty: 5024.116699
	Iteration 27Q: 3 clusters Score -2952737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2952736.500000 Penalty: 5024.116699
	Iteration 28Q: 3 clusters Score -2952736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2952745.750000 Penalty: 5024.116699
	Iteration 29Q: 3 clusters Score -2952746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2952745.500000 Penalty: 5024.116699
	Iteration 30Q: 3 clusters Score -2952746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2952747.750000 Penalty: 5024.116699
	Iteration 31Q: 3 clusters Score -2952748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2952750.250000 Penalty: 5024.116699
	Iteration 32Q: 3 clusters Score -2952750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2952756.500000 Penalty: 5024.116699
	Iteration 33Q: 3 clusters Score -2952756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2952762.250000 Penalty: 5024.116699
	Iteration 34Q: 3 clusters Score -2952762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2952765.250000 Penalty: 5024.116699
	Iteration 35Q: 3 clusters Score -2952765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2952765.250000 Penalty: 5024.116699
	Iteration 36F: 3 clusters Score -2952765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (156336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156336 members 
Entering Unmasked Estep 
Score: -18950604.000000 Penalty: 2966.020996
	Iteration 0F: 2 clusters Score -1.89506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78150 members 
Mstep: Class 2 contains 78186 members 
Entering Unmasked Estep 
Score: -18845706.000000 Penalty: 5932.041992
	Iteration 0F: 3 clusters Score -1.884571e+07 nChanged 74936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78256 members 
Mstep: Class 2 contains 78080 members 
Entering Unmasked Estep 
Score: -18889534.000000 Penalty: 5932.041992
	Iteration 1F: 3 clusters Score -1.888953e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77896 members 
Mstep: Class 2 contains 78440 members 
Entering Unmasked Estep 
Score: -18890494.000000 Penalty: 5932.041992
	Iteration 2Q: 3 clusters Score -1.889049e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77166 members 
Mstep: Class 2 contains 79170 members 
Entering Unmasked Estep 
Score: -18891542.000000 Penalty: 5932.041992
	Iteration 3Q: 3 clusters Score -1.889154e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75982 members 
Mstep: Class 2 contains 80354 members 
Entering Unmasked Estep 
Score: -18892864.000000 Penalty: 5932.041992
	Iteration 4Q: 3 clusters Score -1.889286e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74161 members 
Mstep: Class 2 contains 82175 members 
Entering Unmasked Estep 
Score: -18894564.000000 Penalty: 5932.041992
	Iteration 5Q: 3 clusters Score -1.889456e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71327 members 
Mstep: Class 2 contains 85009 members 
Entering Unmasked Estep 
Score: -18897160.000000 Penalty: 5932.041992
	Iteration 6Q: 3 clusters Score -1.889716e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67139 members 
Mstep: Class 2 contains 89197 members 
Entering Unmasked Estep 
Score: -18900534.000000 Penalty: 5932.041992
	Iteration 7F: 3 clusters Score -1.890053e+07 nChanged 8905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 94558 members 
Entering Unmasked Estep 
Score: -18904834.000000 Penalty: 5932.041992
	Iteration 8F: 3 clusters Score -1.890483e+07 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55429 members 
Mstep: Class 2 contains 100907 members 
Entering Unmasked Estep 
Score: -18909326.000000 Penalty: 5932.041992
	Iteration 9F: 3 clusters Score -1.890933e+07 nChanged 8886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48607 members 
Mstep: Class 2 contains 107729 members 
Entering Unmasked Estep 
Score: -18913802.000000 Penalty: 5932.041992
	Iteration 10F: 3 clusters Score -1.89138e+07 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 114888 members 
Entering Unmasked Estep 
Score: -18918262.000000 Penalty: 5932.041992
	Iteration 11F: 3 clusters Score -1.891826e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 122400 members 
Entering Unmasked Estep 
Score: -18923186.000000 Penalty: 5932.041992
	Iteration 12F: 3 clusters Score -1.892319e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 129958 members 
Entering Unmasked Estep 
Score: -18928598.000000 Penalty: 5932.041992
	Iteration 13Q: 3 clusters Score -1.89286e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 137040 members 
Entering Unmasked Estep 
Score: -18934624.000000 Penalty: 5932.041992
	Iteration 14Q: 3 clusters Score -1.893462e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 142770 members 
Entering Unmasked Estep 
Score: -18939940.000000 Penalty: 5932.041992
	Iteration 15Q: 3 clusters Score -1.893994e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 146681 members 
Entering Unmasked Estep 
Score: -18943330.000000 Penalty: 5932.041992
	Iteration 16Q: 3 clusters Score -1.894333e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 149101 members 
Entering Unmasked Estep 
Score: -18945250.000000 Penalty: 5932.041992
	Iteration 17Q: 3 clusters Score -1.894525e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 150643 members 
Entering Unmasked Estep 
Score: -18946302.000000 Penalty: 5932.041992
	Iteration 18Q: 3 clusters Score -1.89463e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 151649 members 
Entering Unmasked Estep 
Score: -18946962.000000 Penalty: 5932.041992
	Iteration 19Q: 3 clusters Score -1.894696e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 152357 members 
Entering Unmasked Estep 
Score: -18947384.000000 Penalty: 5932.041992
	Iteration 20F: 3 clusters Score -1.894738e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 152879 members 
Entering Unmasked Estep 
Score: -18947646.000000 Penalty: 5932.041992
	Iteration 21Q: 3 clusters Score -1.894765e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 153275 members 
Entering Unmasked Estep 
Score: -18947956.000000 Penalty: 5932.041992
	Iteration 22Q: 3 clusters Score -1.894796e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 153579 members 
Entering Unmasked Estep 
Score: -18948152.000000 Penalty: 5932.041992
	Iteration 23Q: 3 clusters Score -1.894815e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 153815 members 
Entering Unmasked Estep 
Score: -18948322.000000 Penalty: 5932.041992
	Iteration 24Q: 3 clusters Score -1.894832e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 154006 members 
Entering Unmasked Estep 
Score: -18948430.000000 Penalty: 5932.041992
	Iteration 25Q: 3 clusters Score -1.894843e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 154151 members 
Entering Unmasked Estep 
Score: -18948534.000000 Penalty: 5932.041992
	Iteration 26Q: 3 clusters Score -1.894853e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 154264 members 
Entering Unmasked Estep 
Score: -18948618.000000 Penalty: 5932.041992
	Iteration 27Q: 3 clusters Score -1.894862e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 154346 members 
Entering Unmasked Estep 
Score: -18948674.000000 Penalty: 5932.041992
	Iteration 28Q: 3 clusters Score -1.894867e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 154422 members 
Entering Unmasked Estep 
Score: -18948718.000000 Penalty: 5932.041992
	Iteration 29Q: 3 clusters Score -1.894872e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 154479 members 
Entering Unmasked Estep 
Score: -18948774.000000 Penalty: 5932.041992
	Iteration 30Q: 3 clusters Score -1.894877e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 154516 members 
Entering Unmasked Estep 
Score: -18948822.000000 Penalty: 5932.041992
	Iteration 31Q: 3 clusters Score -1.894882e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 154553 members 
Entering Unmasked Estep 
Score: -18948806.000000 Penalty: 5932.041992
	Iteration 32Q: 3 clusters Score -1.894881e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 154571 members 
Entering Unmasked Estep 
Score: -18948816.000000 Penalty: 5932.041992
	Iteration 33Q: 3 clusters Score -1.894882e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 154586 members 
Entering Unmasked Estep 
Score: -18948862.000000 Penalty: 5932.041992
	Iteration 34Q: 3 clusters Score -1.894886e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 154595 members 
Entering Unmasked Estep 
Score: -18948866.000000 Penalty: 5932.041992
	Iteration 35Q: 3 clusters Score -1.894887e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 154614 members 
Entering Unmasked Estep 
Score: -18948878.000000 Penalty: 5932.041992
	Iteration 36Q: 3 clusters Score -1.894888e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 154616 members 
Entering Unmasked Estep 
Score: -18948878.000000 Penalty: 5932.041992
	Iteration 37Q: 3 clusters Score -1.894888e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 154630 members 
Entering Unmasked Estep 
Score: -18948876.000000 Penalty: 5932.041992
	Iteration 38Q: 3 clusters Score -1.894888e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 154642 members 
Entering Unmasked Estep 
Score: -18948884.000000 Penalty: 5932.041992
	Iteration 39Q: 3 clusters Score -1.894888e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 154654 members 
Entering Unmasked Estep 
Score: -18948868.000000 Penalty: 5932.041992
	Iteration 40F: 3 clusters Score -1.894887e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 154662 members 
Entering Unmasked Estep 
Score: -18948874.000000 Penalty: 5932.041992
	Iteration 41Q: 3 clusters Score -1.894887e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 154674 members 
Entering Unmasked Estep 
Score: -18948906.000000 Penalty: 5932.041992
	Iteration 42Q: 3 clusters Score -1.894891e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 154682 members 
Entering Unmasked Estep 
Score: -18948894.000000 Penalty: 5932.041992
	Iteration 43Q: 3 clusters Score -1.894889e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 154688 members 
Entering Unmasked Estep 
Score: -18948874.000000 Penalty: 5932.041992
	Iteration 44Q: 3 clusters Score -1.894887e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 154687 members 
Entering Unmasked Estep 
Score: -18948928.000000 Penalty: 5932.041992
	Iteration 45Q: 3 clusters Score -1.894893e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 154685 members 
Entering Unmasked Estep 
Score: -18948924.000000 Penalty: 5932.041992
	Iteration 46Q: 3 clusters Score -1.894892e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 154687 members 
Entering Unmasked Estep 
Score: -18948916.000000 Penalty: 5932.041992
	Iteration 47Q: 3 clusters Score -1.894892e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 154689 members 
Entering Unmasked Estep 
Score: -18948924.000000 Penalty: 5932.041992
	Iteration 48Q: 3 clusters Score -1.894892e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 154690 members 
Entering Unmasked Estep 
Score: -18948894.000000 Penalty: 5932.041992
	Iteration 49Q: 3 clusters Score -1.894889e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 154694 members 
Entering Unmasked Estep 
Score: -18948902.000000 Penalty: 5932.041992
	Iteration 50Q: 3 clusters Score -1.89489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 154696 members 
Entering Unmasked Estep 
Score: -18948900.000000 Penalty: 5932.041992
	Iteration 51Q: 3 clusters Score -1.89489e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 154698 members 
Entering Unmasked Estep 
Score: -18948900.000000 Penalty: 5932.041992
	Iteration 52Q: 3 clusters Score -1.89489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 154698 members 
Entering Unmasked Estep 
Score: -18948910.000000 Penalty: 5932.041992
	Iteration 53Q: 3 clusters Score -1.894891e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 154699 members 
Entering Unmasked Estep 
Score: -18948902.000000 Penalty: 5932.041992
	Iteration 54Q: 3 clusters Score -1.89489e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 154702 members 
Entering Unmasked Estep 
Score: -18948914.000000 Penalty: 5932.041992
	Iteration 55Q: 3 clusters Score -1.894891e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 154710 members 
Entering Unmasked Estep 
Score: -18948928.000000 Penalty: 5932.041992
	Iteration 56Q: 3 clusters Score -1.894893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 154711 members 
Entering Unmasked Estep 
Score: -18948934.000000 Penalty: 5932.041992
	Iteration 57Q: 3 clusters Score -1.894893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 154712 members 
Entering Unmasked Estep 
Score: -18948942.000000 Penalty: 5932.041992
	Iteration 58Q: 3 clusters Score -1.894894e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 154711 members 
Entering Unmasked Estep 
Score: -18948966.000000 Penalty: 5932.041992
	Iteration 59Q: 3 clusters Score -1.894897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 154714 members 
Entering Unmasked Estep 
Score: -18948968.000000 Penalty: 5932.041992
	Iteration 60F: 3 clusters Score -1.894897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 154717 members 
Entering Unmasked Estep 
Score: -18948954.000000 Penalty: 5932.041992
	Iteration 61Q: 3 clusters Score -1.894895e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 154716 members 
Entering Unmasked Estep 
Score: -18948952.000000 Penalty: 5932.041992
	Iteration 62Q: 3 clusters Score -1.894895e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 154713 members 
Entering Unmasked Estep 
Score: -18948954.000000 Penalty: 5932.041992
	Iteration 63Q: 3 clusters Score -1.894895e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 154716 members 
Entering Unmasked Estep 
Score: -18948954.000000 Penalty: 5932.041992
	Iteration 64Q: 3 clusters Score -1.894895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 154719 members 
Entering Unmasked Estep 
Score: -18948972.000000 Penalty: 5932.041992
	Iteration 65Q: 3 clusters Score -1.894897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 154719 members 
Entering Unmasked Estep 
Score: -18948972.000000 Penalty: 5932.041992
	Iteration 66Q: 3 clusters Score -1.894897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 154720 members 
Entering Unmasked Estep 
Score: -18948968.000000 Penalty: 5932.041992
	Iteration 67Q: 3 clusters Score -1.894897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 154722 members 
Entering Unmasked Estep 
Score: -18948964.000000 Penalty: 5932.041992
	Iteration 68Q: 3 clusters Score -1.894896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 154722 members 
Entering Unmasked Estep 
Score: -18948972.000000 Penalty: 5932.041992
	Iteration 69Q: 3 clusters Score -1.894897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 154721 members 
Entering Unmasked Estep 
Score: -18948974.000000 Penalty: 5932.041992
	Iteration 70Q: 3 clusters Score -1.894897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 154722 members 
Entering Unmasked Estep 
Score: -18948964.000000 Penalty: 5932.041992
	Iteration 71Q: 3 clusters Score -1.894896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 154724 members 
Entering Unmasked Estep 
Score: -18948956.000000 Penalty: 5932.041992
	Iteration 72Q: 3 clusters Score -1.894896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 154724 members 
Entering Unmasked Estep 
Score: -18948956.000000 Penalty: 5932.041992
	Iteration 73F: 3 clusters Score -1.894896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -85401.632812 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -85401.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -83718.703125 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -83718.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -83969.312500 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -83969.31 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -84041.187500 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -84041.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -84071.000000 Penalty: 3283.556396
	Iteration 3Q: 3 clusters Score -84071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -84091.203125 Penalty: 3283.556396
	Iteration 4Q: 3 clusters Score -84091.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -84106.335938 Penalty: 3283.556396
	Iteration 5Q: 3 clusters Score -84106.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -84119.203125 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -84119.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -84143.250000 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -84143.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -84169.835938 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -84169.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -84178.226562 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -84178.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -84193.398438 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -84193.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -84216.726562 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -84216.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -84229.429688 Penalty: 3283.556396
	Iteration 12Q: 3 clusters Score -84229.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -84237.984375 Penalty: 3283.556396
	Iteration 13Q: 3 clusters Score -84237.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -84246.445312 Penalty: 3283.556396
	Iteration 14Q: 3 clusters Score -84246.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -84247.882812 Penalty: 3283.556396
	Iteration 15Q: 3 clusters Score -84247.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -84251.492188 Penalty: 3283.556396
	Iteration 16Q: 3 clusters Score -84251.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -84256.492188 Penalty: 3283.556396
	Iteration 17Q: 3 clusters Score -84256.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -84268.851562 Penalty: 3283.556396
	Iteration 18Q: 3 clusters Score -84268.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -84288.296875 Penalty: 3283.556396
	Iteration 19Q: 3 clusters Score -84288.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -84338.828125 Penalty: 3283.556396
	Iteration 20F: 3 clusters Score -84338.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -84373.710938 Penalty: 3283.556396
	Iteration 21Q: 3 clusters Score -84373.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -84413.265625 Penalty: 3283.556396
	Iteration 22Q: 3 clusters Score -84413.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -84447.640625 Penalty: 3283.556396
	Iteration 23Q: 3 clusters Score -84447.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -84455.992188 Penalty: 3283.556396
	Iteration 24Q: 3 clusters Score -84455.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -84459.757812 Penalty: 3283.556396
	Iteration 25Q: 3 clusters Score -84459.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -84465.695312 Penalty: 3283.556396
	Iteration 26Q: 3 clusters Score -84465.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -84469.773438 Penalty: 3283.556396
	Iteration 27Q: 3 clusters Score -84469.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -84475.046875 Penalty: 3283.556396
	Iteration 28Q: 3 clusters Score -84475.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -84479.023438 Penalty: 3283.556396
	Iteration 29Q: 3 clusters Score -84479.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -84479.609375 Penalty: 3283.556396
	Iteration 30Q: 3 clusters Score -84479.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -84479.609375 Penalty: 3283.556396
	Iteration 31F: 3 clusters Score -84479.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Entering Unmasked Estep 
Score: -880953.187500 Penalty: 2212.521484
	Iteration 0F: 2 clusters Score -880953.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -874828.312500 Penalty: 4425.042969
	Iteration 0F: 3 clusters Score -874828.3 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -876583.125000 Penalty: 4425.042969
	Iteration 1F: 3 clusters Score -876583.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -876854.875000 Penalty: 4425.042969
	Iteration 2F: 3 clusters Score -876854.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -877029.312500 Penalty: 4425.042969
	Iteration 3F: 3 clusters Score -877029.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -877156.187500 Penalty: 4425.042969
	Iteration 4Q: 3 clusters Score -877156.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -877228.937500 Penalty: 4425.042969
	Iteration 5Q: 3 clusters Score -877228.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -877289.875000 Penalty: 4425.042969
	Iteration 6Q: 3 clusters Score -877289.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -877356.250000 Penalty: 4425.042969
	Iteration 7Q: 3 clusters Score -877356.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -877412.125000 Penalty: 4425.042969
	Iteration 8Q: 3 clusters Score -877412.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -877448.562500 Penalty: 4425.042969
	Iteration 9Q: 3 clusters Score -877448.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -877489.375000 Penalty: 4425.042969
	Iteration 10Q: 3 clusters Score -877489.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -877526.000000 Penalty: 4425.042969
	Iteration 11Q: 3 clusters Score -877526 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -877553.062500 Penalty: 4425.042969
	Iteration 12Q: 3 clusters Score -877553.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -877573.625000 Penalty: 4425.042969
	Iteration 13Q: 3 clusters Score -877573.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -877589.750000 Penalty: 4425.042969
	Iteration 14Q: 3 clusters Score -877589.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -877608.437500 Penalty: 4425.042969
	Iteration 15Q: 3 clusters Score -877608.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -877629.750000 Penalty: 4425.042969
	Iteration 16Q: 3 clusters Score -877629.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -877643.187500 Penalty: 4425.042969
	Iteration 17Q: 3 clusters Score -877643.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -877658.187500 Penalty: 4425.042969
	Iteration 18Q: 3 clusters Score -877658.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -877671.937500 Penalty: 4425.042969
	Iteration 19Q: 3 clusters Score -877671.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -877689.187500 Penalty: 4425.042969
	Iteration 20F: 3 clusters Score -877689.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -877707.562500 Penalty: 4425.042969
	Iteration 21Q: 3 clusters Score -877707.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -877721.375000 Penalty: 4425.042969
	Iteration 22Q: 3 clusters Score -877721.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -877729.750000 Penalty: 4425.042969
	Iteration 23Q: 3 clusters Score -877729.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -877738.625000 Penalty: 4425.042969
	Iteration 24Q: 3 clusters Score -877738.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -877744.312500 Penalty: 4425.042969
	Iteration 25Q: 3 clusters Score -877744.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -877749.500000 Penalty: 4425.042969
	Iteration 26Q: 3 clusters Score -877749.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -877760.062500 Penalty: 4425.042969
	Iteration 27Q: 3 clusters Score -877760.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -877768.812500 Penalty: 4425.042969
	Iteration 28Q: 3 clusters Score -877768.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -877782.937500 Penalty: 4425.042969
	Iteration 29Q: 3 clusters Score -877782.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -877797.687500 Penalty: 4425.042969
	Iteration 30Q: 3 clusters Score -877797.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -877819.500000 Penalty: 4425.042969
	Iteration 31Q: 3 clusters Score -877819.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -877839.875000 Penalty: 4425.042969
	Iteration 32Q: 3 clusters Score -877839.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -877856.812500 Penalty: 4425.042969
	Iteration 33Q: 3 clusters Score -877856.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -877871.875000 Penalty: 4425.042969
	Iteration 34Q: 3 clusters Score -877871.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -877889.812500 Penalty: 4425.042969
	Iteration 35Q: 3 clusters Score -877889.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -877905.750000 Penalty: 4425.042969
	Iteration 36Q: 3 clusters Score -877905.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -877934.250000 Penalty: 4425.042969
	Iteration 37Q: 3 clusters Score -877934.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -877965.000000 Penalty: 4425.042969
	Iteration 38Q: 3 clusters Score -877965 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -878000.437500 Penalty: 4425.042969
	Iteration 39Q: 3 clusters Score -878000.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -878039.375000 Penalty: 4425.042969
	Iteration 40F: 3 clusters Score -878039.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -878080.625000 Penalty: 4425.042969
	Iteration 41Q: 3 clusters Score -878080.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -878121.875000 Penalty: 4425.042969
	Iteration 42Q: 3 clusters Score -878121.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -878163.000000 Penalty: 4425.042969
	Iteration 43Q: 3 clusters Score -878163 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -878208.375000 Penalty: 4425.042969
	Iteration 44Q: 3 clusters Score -878208.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -878264.062500 Penalty: 4425.042969
	Iteration 45Q: 3 clusters Score -878264.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -878317.875000 Penalty: 4425.042969
	Iteration 46Q: 3 clusters Score -878317.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -878358.500000 Penalty: 4425.042969
	Iteration 47Q: 3 clusters Score -878358.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -878400.000000 Penalty: 4425.042969
	Iteration 48Q: 3 clusters Score -878400 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -878441.125000 Penalty: 4425.042969
	Iteration 49Q: 3 clusters Score -878441.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -878472.250000 Penalty: 4425.042969
	Iteration 50Q: 3 clusters Score -878472.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -878504.687500 Penalty: 4425.042969
	Iteration 51Q: 3 clusters Score -878504.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -878543.812500 Penalty: 4425.042969
	Iteration 52Q: 3 clusters Score -878543.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -878590.437500 Penalty: 4425.042969
	Iteration 53Q: 3 clusters Score -878590.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -878638.500000 Penalty: 4425.042969
	Iteration 54Q: 3 clusters Score -878638.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -878685.375000 Penalty: 4425.042969
	Iteration 55Q: 3 clusters Score -878685.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -878729.500000 Penalty: 4425.042969
	Iteration 56Q: 3 clusters Score -878729.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -878796.562500 Penalty: 4425.042969
	Iteration 57Q: 3 clusters Score -878796.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -878837.250000 Penalty: 4425.042969
	Iteration 58Q: 3 clusters Score -878837.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -878876.250000 Penalty: 4425.042969
	Iteration 59Q: 3 clusters Score -878876.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -878911.687500 Penalty: 4425.042969
	Iteration 60F: 3 clusters Score -878911.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -878946.812500 Penalty: 4425.042969
	Iteration 61Q: 3 clusters Score -878946.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -878986.375000 Penalty: 4425.042969
	Iteration 62Q: 3 clusters Score -878986.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -879012.437500 Penalty: 4425.042969
	Iteration 63Q: 3 clusters Score -879012.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -879040.375000 Penalty: 4425.042969
	Iteration 64Q: 3 clusters Score -879040.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -879069.500000 Penalty: 4425.042969
	Iteration 65Q: 3 clusters Score -879069.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -879094.750000 Penalty: 4425.042969
	Iteration 66Q: 3 clusters Score -879094.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -879112.875000 Penalty: 4425.042969
	Iteration 67Q: 3 clusters Score -879112.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -879124.812500 Penalty: 4425.042969
	Iteration 68Q: 3 clusters Score -879124.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -879137.000000 Penalty: 4425.042969
	Iteration 69Q: 3 clusters Score -879137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -879146.375000 Penalty: 4425.042969
	Iteration 70Q: 3 clusters Score -879146.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -879155.125000 Penalty: 4425.042969
	Iteration 71Q: 3 clusters Score -879155.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -879158.375000 Penalty: 4425.042969
	Iteration 72Q: 3 clusters Score -879158.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -879161.250000 Penalty: 4425.042969
	Iteration 73Q: 3 clusters Score -879161.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -879167.000000 Penalty: 4425.042969
	Iteration 74Q: 3 clusters Score -879167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -879167.687500 Penalty: 4425.042969
	Iteration 75Q: 3 clusters Score -879167.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -879172.875000 Penalty: 4425.042969
	Iteration 76Q: 3 clusters Score -879172.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -879171.625000 Penalty: 4425.042969
	Iteration 77Q: 3 clusters Score -879171.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -879173.500000 Penalty: 4425.042969
	Iteration 78Q: 3 clusters Score -879173.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -879174.562500 Penalty: 4425.042969
	Iteration 79Q: 3 clusters Score -879174.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -879173.625000 Penalty: 4425.042969
	Iteration 80F: 3 clusters Score -879173.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Entering Unmasked Estep 
Score: -164002.703125 Penalty: 1810.851929
	Iteration 0F: 2 clusters Score -164002.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -161734.390625 Penalty: 3621.703857
	Iteration 0F: 3 clusters Score -161734.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -162132.375000 Penalty: 3621.703857
	Iteration 1F: 3 clusters Score -162132.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -162267.375000 Penalty: 3621.703857
	Iteration 2F: 3 clusters Score -162267.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -162369.906250 Penalty: 3621.703857
	Iteration 3F: 3 clusters Score -162369.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -162450.453125 Penalty: 3621.703857
	Iteration 4Q: 3 clusters Score -162450.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -162553.640625 Penalty: 3621.703857
	Iteration 5Q: 3 clusters Score -162553.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -162725.078125 Penalty: 3621.703857
	Iteration 6Q: 3 clusters Score -162725.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -162941.968750 Penalty: 3621.703857
	Iteration 7F: 3 clusters Score -162942 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -163192.468750 Penalty: 3621.703857
	Iteration 8Q: 3 clusters Score -163192.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -163324.156250 Penalty: 3621.703857
	Iteration 9Q: 3 clusters Score -163324.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -163391.578125 Penalty: 3621.703857
	Iteration 10Q: 3 clusters Score -163391.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -163473.140625 Penalty: 3621.703857
	Iteration 11Q: 3 clusters Score -163473.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -163579.125000 Penalty: 3621.703857
	Iteration 12Q: 3 clusters Score -163579.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -163662.312500 Penalty: 3621.703857
	Iteration 13Q: 3 clusters Score -163662.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -163759.750000 Penalty: 3621.703857
	Iteration 14Q: 3 clusters Score -163759.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -163897.656250 Penalty: 3621.703857
	Iteration 15Q: 3 clusters Score -163897.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -164094.875000 Penalty: 3621.703857
	Iteration 16Q: 3 clusters Score -164094.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -164446.906250 Penalty: 3621.703857
	Iteration 17Q: 3 clusters Score -164446.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -164860.500000 Penalty: 3621.703857
	Iteration 18Q: 3 clusters Score -164860.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -165468.656250 Penalty: 3621.703857
	Iteration 19Q: 3 clusters Score -165468.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -166596.796875 Penalty: 3621.703857
	Iteration 20F: 3 clusters Score -166596.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 133141 members 
Mstep: Class 2 contains 66092 members 
Mstep: Class 3 contains 17938 members 
Mstep: Class 4 contains 30881 members 
Mstep: Class 5 contains 11709 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5768 members 
Mstep: Class 9 contains 19365 members 
Mstep: Class 10 contains 37647 members 
Mstep: Class 11 contains 7669 members 
Mstep: Class 12 contains 193633 members 
Mstep: Class 13 contains 9608 members 
Mstep: Class 14 contains 101535 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 29275 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126245 members 
Mstep: Class 19 contains 20784 members 
Mstep: Class 20 contains 9409 members 
Mstep: Class 21 contains 229736 members 
Mstep: Class 22 contains 55326 members 
Mstep: Class 23 contains 25066 members 
Mstep: Class 24 contains 156336 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7491 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 730 members 
Entering Unmasked Estep 
Score: -158462384.000000 Penalty: 97929.023438
Splitting cluster 27 changes total score from -158461488.000000 to -158462384.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 133141 members 
Mstep: Class 2 contains 66092 members 
Mstep: Class 3 contains 17938 members 
Mstep: Class 4 contains 30881 members 
Mstep: Class 5 contains 11709 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5768 members 
Mstep: Class 9 contains 19365 members 
Mstep: Class 10 contains 37647 members 
Mstep: Class 11 contains 7669 members 
Mstep: Class 12 contains 193633 members 
Mstep: Class 13 contains 9608 members 
Mstep: Class 14 contains 101535 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 29275 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126245 members 
Mstep: Class 19 contains 20784 members 
Mstep: Class 20 contains 9409 members 
Mstep: Class 21 contains 229736 members 
Mstep: Class 22 contains 55326 members 
Mstep: Class 23 contains 25066 members 
Mstep: Class 24 contains 156336 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7491 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158462464.000000 Penalty: 97929.023438
Iteration 119Q: 29 clusters Score -1.584625e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 132716 members 
Mstep: Class 2 contains 66230 members 
Mstep: Class 3 contains 17873 members 
Mstep: Class 4 contains 30880 members 
Mstep: Class 5 contains 11731 members 
Mstep: Class 6 contains 8670 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5768 members 
Mstep: Class 9 contains 19323 members 
Mstep: Class 10 contains 37657 members 
Mstep: Class 11 contains 7667 members 
Mstep: Class 12 contains 194095 members 
Mstep: Class 13 contains 9622 members 
Mstep: Class 14 contains 101532 members 
Mstep: Class 15 contains 25935 members 
Mstep: Class 16 contains 29299 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 126276 members 
Mstep: Class 19 contains 20770 members 
Mstep: Class 20 contains 9413 members 
Mstep: Class 21 contains 229648 members 
Mstep: Class 22 contains 55317 members 
Mstep: Class 23 contains 25063 members 
Mstep: Class 24 contains 156300 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7493 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158462560.000000 Penalty: 97929.023438
Iteration 120F: 29 clusters Score -1.584626e+08 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 132310 members 
Mstep: Class 2 contains 66365 members 
Mstep: Class 3 contains 17813 members 
Mstep: Class 4 contains 30878 members 
Mstep: Class 5 contains 11742 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5769 members 
Mstep: Class 9 contains 19249 members 
Mstep: Class 10 contains 37655 members 
Mstep: Class 11 contains 7666 members 
Mstep: Class 12 contains 194526 members 
Mstep: Class 13 contains 9626 members 
Mstep: Class 14 contains 101521 members 
Mstep: Class 15 contains 25921 members 
Mstep: Class 16 contains 29327 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126300 members 
Mstep: Class 19 contains 20772 members 
Mstep: Class 20 contains 9420 members 
Mstep: Class 21 contains 229584 members 
Mstep: Class 22 contains 55315 members 
Mstep: Class 23 contains 25071 members 
Mstep: Class 24 contains 156274 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7493 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158462560.000000 Penalty: 97929.023438
Iteration 121Q: 29 clusters Score -1.584626e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 131905 members 
Mstep: Class 2 contains 66469 members 
Mstep: Class 3 contains 17768 members 
Mstep: Class 4 contains 30876 members 
Mstep: Class 5 contains 11751 members 
Mstep: Class 6 contains 8662 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5770 members 
Mstep: Class 9 contains 19199 members 
Mstep: Class 10 contains 37658 members 
Mstep: Class 11 contains 7666 members 
Mstep: Class 12 contains 194979 members 
Mstep: Class 13 contains 9637 members 
Mstep: Class 14 contains 101516 members 
Mstep: Class 15 contains 25915 members 
Mstep: Class 16 contains 29346 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126320 members 
Mstep: Class 19 contains 20758 members 
Mstep: Class 20 contains 9429 members 
Mstep: Class 21 contains 229523 members 
Mstep: Class 22 contains 55298 members 
Mstep: Class 23 contains 25078 members 
Mstep: Class 24 contains 156245 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7493 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158462144.000000 Penalty: 97929.023438
Iteration 122Q: 29 clusters Score -1.584621e+08 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 131483 members 
Mstep: Class 2 contains 66552 members 
Mstep: Class 3 contains 17729 members 
Mstep: Class 4 contains 30876 members 
Mstep: Class 5 contains 11766 members 
Mstep: Class 6 contains 8663 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5771 members 
Mstep: Class 9 contains 19182 members 
Mstep: Class 10 contains 37660 members 
Mstep: Class 11 contains 7664 members 
Mstep: Class 12 contains 195440 members 
Mstep: Class 13 contains 9650 members 
Mstep: Class 14 contains 101505 members 
Mstep: Class 15 contains 25910 members 
Mstep: Class 16 contains 29386 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126334 members 
Mstep: Class 19 contains 20734 members 
Mstep: Class 20 contains 9443 members 
Mstep: Class 21 contains 229458 members 
Mstep: Class 22 contains 55295 members 
Mstep: Class 23 contains 25073 members 
Mstep: Class 24 contains 156198 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7489 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158462000.000000 Penalty: 97929.023438
Iteration 123Q: 29 clusters Score -1.58462e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 131073 members 
Mstep: Class 2 contains 66635 members 
Mstep: Class 3 contains 17688 members 
Mstep: Class 4 contains 30877 members 
Mstep: Class 5 contains 11784 members 
Mstep: Class 6 contains 8660 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 19167 members 
Mstep: Class 10 contains 37657 members 
Mstep: Class 11 contains 7667 members 
Mstep: Class 12 contains 195885 members 
Mstep: Class 13 contains 9665 members 
Mstep: Class 14 contains 101497 members 
Mstep: Class 15 contains 25906 members 
Mstep: Class 16 contains 29422 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126357 members 
Mstep: Class 19 contains 20711 members 
Mstep: Class 20 contains 9457 members 
Mstep: Class 21 contains 229404 members 
Mstep: Class 22 contains 55285 members 
Mstep: Class 23 contains 25051 members 
Mstep: Class 24 contains 156156 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7485 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158462032.000000 Penalty: 97929.023438
Iteration 124Q: 29 clusters Score -1.58462e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 130689 members 
Mstep: Class 2 contains 66736 members 
Mstep: Class 3 contains 17645 members 
Mstep: Class 4 contains 30877 members 
Mstep: Class 5 contains 11791 members 
Mstep: Class 6 contains 8662 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 19141 members 
Mstep: Class 10 contains 37658 members 
Mstep: Class 11 contains 7669 members 
Mstep: Class 12 contains 196299 members 
Mstep: Class 13 contains 9669 members 
Mstep: Class 14 contains 101487 members 
Mstep: Class 15 contains 25905 members 
Mstep: Class 16 contains 29438 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126358 members 
Mstep: Class 19 contains 20701 members 
Mstep: Class 20 contains 9475 members 
Mstep: Class 21 contains 229354 members 
Mstep: Class 22 contains 55280 members 
Mstep: Class 23 contains 25034 members 
Mstep: Class 24 contains 156140 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7481 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158462272.000000 Penalty: 97929.023438
Iteration 125Q: 29 clusters Score -1.584623e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 130308 members 
Mstep: Class 2 contains 66819 members 
Mstep: Class 3 contains 17616 members 
Mstep: Class 4 contains 30875 members 
Mstep: Class 5 contains 11807 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 19113 members 
Mstep: Class 10 contains 37654 members 
Mstep: Class 11 contains 7676 members 
Mstep: Class 12 contains 196690 members 
Mstep: Class 13 contains 9672 members 
Mstep: Class 14 contains 101484 members 
Mstep: Class 15 contains 25894 members 
Mstep: Class 16 contains 29454 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126368 members 
Mstep: Class 19 contains 20678 members 
Mstep: Class 20 contains 9479 members 
Mstep: Class 21 contains 229311 members 
Mstep: Class 22 contains 55280 members 
Mstep: Class 23 contains 25049 members 
Mstep: Class 24 contains 156117 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7481 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158462080.000000 Penalty: 97929.023438
Iteration 126Q: 29 clusters Score -1.584621e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 129979 members 
Mstep: Class 2 contains 66896 members 
Mstep: Class 3 contains 17586 members 
Mstep: Class 4 contains 30872 members 
Mstep: Class 5 contains 11818 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 19079 members 
Mstep: Class 10 contains 37654 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 197003 members 
Mstep: Class 13 contains 9684 members 
Mstep: Class 14 contains 101480 members 
Mstep: Class 15 contains 25886 members 
Mstep: Class 16 contains 29466 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126389 members 
Mstep: Class 19 contains 20648 members 
Mstep: Class 20 contains 9481 members 
Mstep: Class 21 contains 229285 members 
Mstep: Class 22 contains 55280 members 
Mstep: Class 23 contains 25077 members 
Mstep: Class 24 contains 156094 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7485 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461744.000000 Penalty: 97929.023438
Iteration 127Q: 29 clusters Score -1.584617e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 129686 members 
Mstep: Class 2 contains 66967 members 
Mstep: Class 3 contains 17554 members 
Mstep: Class 4 contains 30870 members 
Mstep: Class 5 contains 11829 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 19052 members 
Mstep: Class 10 contains 37653 members 
Mstep: Class 11 contains 7679 members 
Mstep: Class 12 contains 197327 members 
Mstep: Class 13 contains 9688 members 
Mstep: Class 14 contains 101476 members 
Mstep: Class 15 contains 25882 members 
Mstep: Class 16 contains 29460 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126396 members 
Mstep: Class 19 contains 20624 members 
Mstep: Class 20 contains 9487 members 
Mstep: Class 21 contains 229249 members 
Mstep: Class 22 contains 55284 members 
Mstep: Class 23 contains 25090 members 
Mstep: Class 24 contains 156084 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7488 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461616.000000 Penalty: 97929.023438
Iteration 128Q: 29 clusters Score -1.584616e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 129419 members 
Mstep: Class 2 contains 67024 members 
Mstep: Class 3 contains 17529 members 
Mstep: Class 4 contains 30867 members 
Mstep: Class 5 contains 11840 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 19018 members 
Mstep: Class 10 contains 37660 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 197616 members 
Mstep: Class 13 contains 9691 members 
Mstep: Class 14 contains 101468 members 
Mstep: Class 15 contains 25875 members 
Mstep: Class 16 contains 29450 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126402 members 
Mstep: Class 19 contains 20602 members 
Mstep: Class 20 contains 9495 members 
Mstep: Class 21 contains 229219 members 
Mstep: Class 22 contains 55280 members 
Mstep: Class 23 contains 25106 members 
Mstep: Class 24 contains 156088 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7496 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461680.000000 Penalty: 97929.023438
Iteration 129Q: 29 clusters Score -1.584617e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 129195 members 
Mstep: Class 2 contains 67073 members 
Mstep: Class 3 contains 17511 members 
Mstep: Class 4 contains 30866 members 
Mstep: Class 5 contains 11845 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 18993 members 
Mstep: Class 10 contains 37666 members 
Mstep: Class 11 contains 7677 members 
Mstep: Class 12 contains 197870 members 
Mstep: Class 13 contains 9695 members 
Mstep: Class 14 contains 101454 members 
Mstep: Class 15 contains 25869 members 
Mstep: Class 16 contains 29460 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126403 members 
Mstep: Class 19 contains 20579 members 
Mstep: Class 20 contains 9505 members 
Mstep: Class 21 contains 229191 members 
Mstep: Class 22 contains 55283 members 
Mstep: Class 23 contains 25112 members 
Mstep: Class 24 contains 156077 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7500 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461712.000000 Penalty: 97929.023438
Iteration 130Q: 29 clusters Score -1.584617e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 128983 members 
Mstep: Class 2 contains 67118 members 
Mstep: Class 3 contains 17482 members 
Mstep: Class 4 contains 30863 members 
Mstep: Class 5 contains 11858 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 18958 members 
Mstep: Class 10 contains 37673 members 
Mstep: Class 11 contains 7674 members 
Mstep: Class 12 contains 198118 members 
Mstep: Class 13 contains 9701 members 
Mstep: Class 14 contains 101445 members 
Mstep: Class 15 contains 25869 members 
Mstep: Class 16 contains 29466 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126407 members 
Mstep: Class 19 contains 20570 members 
Mstep: Class 20 contains 9518 members 
Mstep: Class 21 contains 229159 members 
Mstep: Class 22 contains 55281 members 
Mstep: Class 23 contains 25121 members 
Mstep: Class 24 contains 156067 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7493 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461616.000000 Penalty: 97929.023438
Iteration 131Q: 29 clusters Score -1.584616e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 128761 members 
Mstep: Class 2 contains 67149 members 
Mstep: Class 3 contains 17463 members 
Mstep: Class 4 contains 30857 members 
Mstep: Class 5 contains 11871 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 18933 members 
Mstep: Class 10 contains 37673 members 
Mstep: Class 11 contains 7684 members 
Mstep: Class 12 contains 198368 members 
Mstep: Class 13 contains 9699 members 
Mstep: Class 14 contains 101445 members 
Mstep: Class 15 contains 25864 members 
Mstep: Class 16 contains 29463 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126417 members 
Mstep: Class 19 contains 20559 members 
Mstep: Class 20 contains 9526 members 
Mstep: Class 21 contains 229143 members 
Mstep: Class 22 contains 55274 members 
Mstep: Class 23 contains 25135 members 
Mstep: Class 24 contains 156050 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7490 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461712.000000 Penalty: 97929.023438
Iteration 132Q: 29 clusters Score -1.584617e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 128551 members 
Mstep: Class 2 contains 67187 members 
Mstep: Class 3 contains 17442 members 
Mstep: Class 4 contains 30855 members 
Mstep: Class 5 contains 11886 members 
Mstep: Class 6 contains 8663 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 18899 members 
Mstep: Class 10 contains 37676 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 198627 members 
Mstep: Class 13 contains 9698 members 
Mstep: Class 14 contains 101442 members 
Mstep: Class 15 contains 25861 members 
Mstep: Class 16 contains 29464 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126425 members 
Mstep: Class 19 contains 20546 members 
Mstep: Class 20 contains 9535 members 
Mstep: Class 21 contains 229125 members 
Mstep: Class 22 contains 55279 members 
Mstep: Class 23 contains 25131 members 
Mstep: Class 24 contains 156032 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7484 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461632.000000 Penalty: 97929.023438
Iteration 133Q: 29 clusters Score -1.584616e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 128331 members 
Mstep: Class 2 contains 67223 members 
Mstep: Class 3 contains 17418 members 
Mstep: Class 4 contains 30858 members 
Mstep: Class 5 contains 11905 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 18869 members 
Mstep: Class 10 contains 37677 members 
Mstep: Class 11 contains 7679 members 
Mstep: Class 12 contains 198876 members 
Mstep: Class 13 contains 9709 members 
Mstep: Class 14 contains 101442 members 
Mstep: Class 15 contains 25857 members 
Mstep: Class 16 contains 29462 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126440 members 
Mstep: Class 19 contains 20543 members 
Mstep: Class 20 contains 9544 members 
Mstep: Class 21 contains 229091 members 
Mstep: Class 22 contains 55276 members 
Mstep: Class 23 contains 25129 members 
Mstep: Class 24 contains 156009 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7487 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461472.000000 Penalty: 97929.023438
Iteration 134Q: 29 clusters Score -1.584615e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 128172 members 
Mstep: Class 2 contains 67258 members 
Mstep: Class 3 contains 17395 members 
Mstep: Class 4 contains 30849 members 
Mstep: Class 5 contains 11929 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5774 members 
Mstep: Class 9 contains 18858 members 
Mstep: Class 10 contains 37677 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 199068 members 
Mstep: Class 13 contains 9723 members 
Mstep: Class 14 contains 101440 members 
Mstep: Class 15 contains 25849 members 
Mstep: Class 16 contains 29465 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126443 members 
Mstep: Class 19 contains 20540 members 
Mstep: Class 20 contains 9544 members 
Mstep: Class 21 contains 229059 members 
Mstep: Class 22 contains 55271 members 
Mstep: Class 23 contains 25127 members 
Mstep: Class 24 contains 155990 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461424.000000 Penalty: 97929.023438
Iteration 135Q: 29 clusters Score -1.584614e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 128040 members 
Mstep: Class 2 contains 67287 members 
Mstep: Class 3 contains 17366 members 
Mstep: Class 4 contains 30841 members 
Mstep: Class 5 contains 11945 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5774 members 
Mstep: Class 9 contains 18845 members 
Mstep: Class 10 contains 37676 members 
Mstep: Class 11 contains 7685 members 
Mstep: Class 12 contains 199240 members 
Mstep: Class 13 contains 9728 members 
Mstep: Class 14 contains 101437 members 
Mstep: Class 15 contains 25837 members 
Mstep: Class 16 contains 29478 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126448 members 
Mstep: Class 19 contains 20539 members 
Mstep: Class 20 contains 9545 members 
Mstep: Class 21 contains 229039 members 
Mstep: Class 22 contains 55274 members 
Mstep: Class 23 contains 25120 members 
Mstep: Class 24 contains 155971 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7481 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461472.000000 Penalty: 97929.023438
Iteration 136Q: 29 clusters Score -1.584615e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 127912 members 
Mstep: Class 2 contains 67324 members 
Mstep: Class 3 contains 17332 members 
Mstep: Class 4 contains 30840 members 
Mstep: Class 5 contains 11966 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5774 members 
Mstep: Class 9 contains 18818 members 
Mstep: Class 10 contains 37677 members 
Mstep: Class 11 contains 7687 members 
Mstep: Class 12 contains 199403 members 
Mstep: Class 13 contains 9737 members 
Mstep: Class 14 contains 101433 members 
Mstep: Class 15 contains 25834 members 
Mstep: Class 16 contains 29501 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126450 members 
Mstep: Class 19 contains 20535 members 
Mstep: Class 20 contains 9545 members 
Mstep: Class 21 contains 229011 members 
Mstep: Class 22 contains 55275 members 
Mstep: Class 23 contains 25103 members 
Mstep: Class 24 contains 155955 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7485 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461488.000000 Penalty: 97929.023438
Iteration 137Q: 29 clusters Score -1.584615e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 127817 members 
Mstep: Class 2 contains 67359 members 
Mstep: Class 3 contains 17310 members 
Mstep: Class 4 contains 30833 members 
Mstep: Class 5 contains 11984 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5773 members 
Mstep: Class 9 contains 18803 members 
Mstep: Class 10 contains 37677 members 
Mstep: Class 11 contains 7692 members 
Mstep: Class 12 contains 199537 members 
Mstep: Class 13 contains 9738 members 
Mstep: Class 14 contains 101434 members 
Mstep: Class 15 contains 25830 members 
Mstep: Class 16 contains 29518 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126460 members 
Mstep: Class 19 contains 20533 members 
Mstep: Class 20 contains 9548 members 
Mstep: Class 21 contains 228980 members 
Mstep: Class 22 contains 55274 members 
Mstep: Class 23 contains 25083 members 
Mstep: Class 24 contains 155926 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7488 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461264.000000 Penalty: 97929.023438
Iteration 138Q: 29 clusters Score -1.584613e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 127723 members 
Mstep: Class 2 contains 67393 members 
Mstep: Class 3 contains 17303 members 
Mstep: Class 4 contains 30823 members 
Mstep: Class 5 contains 12001 members 
Mstep: Class 6 contains 8666 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5773 members 
Mstep: Class 9 contains 18794 members 
Mstep: Class 10 contains 37680 members 
Mstep: Class 11 contains 7703 members 
Mstep: Class 12 contains 199665 members 
Mstep: Class 13 contains 9721 members 
Mstep: Class 14 contains 101440 members 
Mstep: Class 15 contains 25827 members 
Mstep: Class 16 contains 29529 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126470 members 
Mstep: Class 19 contains 20535 members 
Mstep: Class 20 contains 9553 members 
Mstep: Class 21 contains 228963 members 
Mstep: Class 22 contains 55268 members 
Mstep: Class 23 contains 25057 members 
Mstep: Class 24 contains 155885 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7489 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461152.000000 Penalty: 97929.023438
Iteration 139Q: 29 clusters Score -1.584612e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 127651 members 
Mstep: Class 2 contains 67415 members 
Mstep: Class 3 contains 17282 members 
Mstep: Class 4 contains 30817 members 
Mstep: Class 5 contains 12019 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 18793 members 
Mstep: Class 10 contains 37679 members 
Mstep: Class 11 contains 7708 members 
Mstep: Class 12 contains 199781 members 
Mstep: Class 13 contains 9713 members 
Mstep: Class 14 contains 101445 members 
Mstep: Class 15 contains 25827 members 
Mstep: Class 16 contains 29556 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126464 members 
Mstep: Class 19 contains 20530 members 
Mstep: Class 20 contains 9552 members 
Mstep: Class 21 contains 228940 members 
Mstep: Class 22 contains 55265 members 
Mstep: Class 23 contains 25041 members 
Mstep: Class 24 contains 155854 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7490 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460864.000000 Penalty: 97929.023438
Iteration 140F: 29 clusters Score -1.584609e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 127548 members 
Mstep: Class 2 contains 67434 members 
Mstep: Class 3 contains 17272 members 
Mstep: Class 4 contains 30812 members 
Mstep: Class 5 contains 12037 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 18797 members 
Mstep: Class 10 contains 37683 members 
Mstep: Class 11 contains 7714 members 
Mstep: Class 12 contains 199899 members 
Mstep: Class 13 contains 9707 members 
Mstep: Class 14 contains 101451 members 
Mstep: Class 15 contains 25825 members 
Mstep: Class 16 contains 29577 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126463 members 
Mstep: Class 19 contains 20524 members 
Mstep: Class 20 contains 9556 members 
Mstep: Class 21 contains 228916 members 
Mstep: Class 22 contains 55263 members 
Mstep: Class 23 contains 25028 members 
Mstep: Class 24 contains 155826 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7490 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460800.000000 Penalty: 97929.023438
Iteration 141Q: 29 clusters Score -1.584608e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 127447 members 
Mstep: Class 2 contains 67453 members 
Mstep: Class 3 contains 17259 members 
Mstep: Class 4 contains 30809 members 
Mstep: Class 5 contains 12050 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 18798 members 
Mstep: Class 10 contains 37681 members 
Mstep: Class 11 contains 7723 members 
Mstep: Class 12 contains 200009 members 
Mstep: Class 13 contains 9703 members 
Mstep: Class 14 contains 101451 members 
Mstep: Class 15 contains 25826 members 
Mstep: Class 16 contains 29603 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126466 members 
Mstep: Class 19 contains 20519 members 
Mstep: Class 20 contains 9565 members 
Mstep: Class 21 contains 228896 members 
Mstep: Class 22 contains 55260 members 
Mstep: Class 23 contains 25018 members 
Mstep: Class 24 contains 155802 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7486 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460800.000000 Penalty: 97929.023438
Iteration 142Q: 29 clusters Score -1.584608e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 127349 members 
Mstep: Class 2 contains 67470 members 
Mstep: Class 3 contains 17245 members 
Mstep: Class 4 contains 30803 members 
Mstep: Class 5 contains 12058 members 
Mstep: Class 6 contains 8663 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 18791 members 
Mstep: Class 10 contains 37679 members 
Mstep: Class 11 contains 7731 members 
Mstep: Class 12 contains 200116 members 
Mstep: Class 13 contains 9711 members 
Mstep: Class 14 contains 101455 members 
Mstep: Class 15 contains 25822 members 
Mstep: Class 16 contains 29637 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126474 members 
Mstep: Class 19 contains 20518 members 
Mstep: Class 20 contains 9568 members 
Mstep: Class 21 contains 228888 members 
Mstep: Class 22 contains 55263 members 
Mstep: Class 23 contains 24998 members 
Mstep: Class 24 contains 155766 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7484 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460960.000000 Penalty: 97929.023438
Iteration 143Q: 29 clusters Score -1.58461e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 127255 members 
Mstep: Class 2 contains 67484 members 
Mstep: Class 3 contains 17241 members 
Mstep: Class 4 contains 30794 members 
Mstep: Class 5 contains 12060 members 
Mstep: Class 6 contains 8660 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 18783 members 
Mstep: Class 10 contains 37682 members 
Mstep: Class 11 contains 7738 members 
Mstep: Class 12 contains 200222 members 
Mstep: Class 13 contains 9713 members 
Mstep: Class 14 contains 101455 members 
Mstep: Class 15 contains 25823 members 
Mstep: Class 16 contains 29665 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126472 members 
Mstep: Class 19 contains 20512 members 
Mstep: Class 20 contains 9573 members 
Mstep: Class 21 contains 228879 members 
Mstep: Class 22 contains 55265 members 
Mstep: Class 23 contains 24976 members 
Mstep: Class 24 contains 155751 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7486 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461024.000000 Penalty: 97929.023438
Iteration 144Q: 29 clusters Score -1.58461e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 127188 members 
Mstep: Class 2 contains 67500 members 
Mstep: Class 3 contains 17224 members 
Mstep: Class 4 contains 30783 members 
Mstep: Class 5 contains 12060 members 
Mstep: Class 6 contains 8661 members 
Mstep: Class 7 contains 691 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 18787 members 
Mstep: Class 10 contains 37687 members 
Mstep: Class 11 contains 7743 members 
Mstep: Class 12 contains 200315 members 
Mstep: Class 13 contains 9710 members 
Mstep: Class 14 contains 101457 members 
Mstep: Class 15 contains 25822 members 
Mstep: Class 16 contains 29690 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126487 members 
Mstep: Class 19 contains 20509 members 
Mstep: Class 20 contains 9584 members 
Mstep: Class 21 contains 228864 members 
Mstep: Class 22 contains 55261 members 
Mstep: Class 23 contains 24950 members 
Mstep: Class 24 contains 155720 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7486 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461040.000000 Penalty: 97929.023438
Iteration 145Q: 29 clusters Score -1.58461e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 127132 members 
Mstep: Class 2 contains 67516 members 
Mstep: Class 3 contains 17196 members 
Mstep: Class 4 contains 30778 members 
Mstep: Class 5 contains 12065 members 
Mstep: Class 6 contains 8660 members 
Mstep: Class 7 contains 691 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 18787 members 
Mstep: Class 10 contains 37685 members 
Mstep: Class 11 contains 7743 members 
Mstep: Class 12 contains 200396 members 
Mstep: Class 13 contains 9705 members 
Mstep: Class 14 contains 101454 members 
Mstep: Class 15 contains 25825 members 
Mstep: Class 16 contains 29711 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126490 members 
Mstep: Class 19 contains 20505 members 
Mstep: Class 20 contains 9589 members 
Mstep: Class 21 contains 228857 members 
Mstep: Class 22 contains 55259 members 
Mstep: Class 23 contains 24944 members 
Mstep: Class 24 contains 155705 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7486 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461152.000000 Penalty: 97929.023438
Iteration 146Q: 29 clusters Score -1.584612e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 127082 members 
Mstep: Class 2 contains 67525 members 
Mstep: Class 3 contains 17173 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12066 members 
Mstep: Class 6 contains 8660 members 
Mstep: Class 7 contains 691 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 18782 members 
Mstep: Class 10 contains 37687 members 
Mstep: Class 11 contains 7741 members 
Mstep: Class 12 contains 200486 members 
Mstep: Class 13 contains 9698 members 
Mstep: Class 14 contains 101457 members 
Mstep: Class 15 contains 25824 members 
Mstep: Class 16 contains 29755 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126500 members 
Mstep: Class 19 contains 20504 members 
Mstep: Class 20 contains 9594 members 
Mstep: Class 21 contains 228846 members 
Mstep: Class 22 contains 55255 members 
Mstep: Class 23 contains 24913 members 
Mstep: Class 24 contains 155677 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7488 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461136.000000 Penalty: 97929.023438
Iteration 147Q: 29 clusters Score -1.584611e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 127040 members 
Mstep: Class 2 contains 67540 members 
Mstep: Class 3 contains 17142 members 
Mstep: Class 4 contains 30771 members 
Mstep: Class 5 contains 12071 members 
Mstep: Class 6 contains 8659 members 
Mstep: Class 7 contains 691 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 18775 members 
Mstep: Class 10 contains 37690 members 
Mstep: Class 11 contains 7743 members 
Mstep: Class 12 contains 200542 members 
Mstep: Class 13 contains 9691 members 
Mstep: Class 14 contains 101453 members 
Mstep: Class 15 contains 25821 members 
Mstep: Class 16 contains 29811 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126519 members 
Mstep: Class 19 contains 20502 members 
Mstep: Class 20 contains 9601 members 
Mstep: Class 21 contains 228841 members 
Mstep: Class 22 contains 55248 members 
Mstep: Class 23 contains 24900 members 
Mstep: Class 24 contains 155642 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7486 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460896.000000 Penalty: 97929.023438
Iteration 148Q: 29 clusters Score -1.584609e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 127012 members 
Mstep: Class 2 contains 67550 members 
Mstep: Class 3 contains 17112 members 
Mstep: Class 4 contains 30767 members 
Mstep: Class 5 contains 12074 members 
Mstep: Class 6 contains 8662 members 
Mstep: Class 7 contains 691 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 18773 members 
Mstep: Class 10 contains 37684 members 
Mstep: Class 11 contains 7746 members 
Mstep: Class 12 contains 200601 members 
Mstep: Class 13 contains 9688 members 
Mstep: Class 14 contains 101456 members 
Mstep: Class 15 contains 25820 members 
Mstep: Class 16 contains 29859 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126536 members 
Mstep: Class 19 contains 20496 members 
Mstep: Class 20 contains 9603 members 
Mstep: Class 21 contains 228834 members 
Mstep: Class 22 contains 55245 members 
Mstep: Class 23 contains 24887 members 
Mstep: Class 24 contains 155599 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7484 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460960.000000 Penalty: 97929.023438
Iteration 149Q: 29 clusters Score -1.58461e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 126984 members 
Mstep: Class 2 contains 67558 members 
Mstep: Class 3 contains 17087 members 
Mstep: Class 4 contains 30766 members 
Mstep: Class 5 contains 12073 members 
Mstep: Class 6 contains 8657 members 
Mstep: Class 7 contains 691 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 18768 members 
Mstep: Class 10 contains 37682 members 
Mstep: Class 11 contains 7747 members 
Mstep: Class 12 contains 200657 members 
Mstep: Class 13 contains 9677 members 
Mstep: Class 14 contains 101460 members 
Mstep: Class 15 contains 25819 members 
Mstep: Class 16 contains 29910 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126546 members 
Mstep: Class 19 contains 20495 members 
Mstep: Class 20 contains 9608 members 
Mstep: Class 21 contains 228832 members 
Mstep: Class 22 contains 55239 members 
Mstep: Class 23 contains 24879 members 
Mstep: Class 24 contains 155558 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7486 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460816.000000 Penalty: 97929.023438
Iteration 150Q: 29 clusters Score -1.584608e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 126930 members 
Mstep: Class 2 contains 67572 members 
Mstep: Class 3 contains 17074 members 
Mstep: Class 4 contains 30767 members 
Mstep: Class 5 contains 12072 members 
Mstep: Class 6 contains 8658 members 
Mstep: Class 7 contains 691 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 37680 members 
Mstep: Class 11 contains 7743 members 
Mstep: Class 12 contains 200716 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 101465 members 
Mstep: Class 15 contains 25820 members 
Mstep: Class 16 contains 29942 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126560 members 
Mstep: Class 19 contains 20493 members 
Mstep: Class 20 contains 9614 members 
Mstep: Class 21 contains 228832 members 
Mstep: Class 22 contains 55234 members 
Mstep: Class 23 contains 24871 members 
Mstep: Class 24 contains 155515 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7492 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158460976.000000 Penalty: 97929.023438
Iteration 151Q: 29 clusters Score -1.58461e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 126878 members 
Mstep: Class 2 contains 67583 members 
Mstep: Class 3 contains 17037 members 
Mstep: Class 4 contains 30765 members 
Mstep: Class 5 contains 12074 members 
Mstep: Class 6 contains 8658 members 
Mstep: Class 7 contains 691 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 37673 members 
Mstep: Class 11 contains 7746 members 
Mstep: Class 12 contains 200781 members 
Mstep: Class 13 contains 9661 members 
Mstep: Class 14 contains 101470 members 
Mstep: Class 15 contains 25822 members 
Mstep: Class 16 contains 30002 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126559 members 
Mstep: Class 19 contains 20493 members 
Mstep: Class 20 contains 9620 members 
Mstep: Class 21 contains 228832 members 
Mstep: Class 22 contains 55231 members 
Mstep: Class 23 contains 24867 members 
Mstep: Class 24 contains 155482 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7490 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461296.000000 Penalty: 97929.023438
Iteration 152Q: 29 clusters Score -1.584613e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 126849 members 
Mstep: Class 2 contains 67598 members 
Mstep: Class 3 contains 17019 members 
Mstep: Class 4 contains 30758 members 
Mstep: Class 5 contains 12079 members 
Mstep: Class 6 contains 8657 members 
Mstep: Class 7 contains 691 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 18761 members 
Mstep: Class 10 contains 37670 members 
Mstep: Class 11 contains 7754 members 
Mstep: Class 12 contains 200830 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 101467 members 
Mstep: Class 15 contains 25823 members 
Mstep: Class 16 contains 30056 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126561 members 
Mstep: Class 19 contains 20490 members 
Mstep: Class 20 contains 9627 members 
Mstep: Class 21 contains 228824 members 
Mstep: Class 22 contains 55227 members 
Mstep: Class 23 contains 24854 members 
Mstep: Class 24 contains 155451 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7490 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461152.000000 Penalty: 97929.023438
Iteration 153Q: 29 clusters Score -1.584612e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 126810 members 
Mstep: Class 2 contains 67608 members 
Mstep: Class 3 contains 17000 members 
Mstep: Class 4 contains 30759 members 
Mstep: Class 5 contains 12083 members 
Mstep: Class 6 contains 8660 members 
Mstep: Class 7 contains 691 members 
Mstep: Class 8 contains 5773 members 
Mstep: Class 9 contains 18756 members 
Mstep: Class 10 contains 37670 members 
Mstep: Class 11 contains 7754 members 
Mstep: Class 12 contains 200888 members 
Mstep: Class 13 contains 9619 members 
Mstep: Class 14 contains 101474 members 
Mstep: Class 15 contains 25820 members 
Mstep: Class 16 contains 30114 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126557 members 
Mstep: Class 19 contains 20491 members 
Mstep: Class 20 contains 9628 members 
Mstep: Class 21 contains 228818 members 
Mstep: Class 22 contains 55223 members 
Mstep: Class 23 contains 24840 members 
Mstep: Class 24 contains 155422 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7491 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461296.000000 Penalty: 97929.023438
Iteration 154Q: 29 clusters Score -1.584613e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 126761 members 
Mstep: Class 2 contains 67620 members 
Mstep: Class 3 contains 16980 members 
Mstep: Class 4 contains 30764 members 
Mstep: Class 5 contains 12087 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 691 members 
Mstep: Class 8 contains 5773 members 
Mstep: Class 9 contains 18755 members 
Mstep: Class 10 contains 37667 members 
Mstep: Class 11 contains 7755 members 
Mstep: Class 12 contains 200940 members 
Mstep: Class 13 contains 9610 members 
Mstep: Class 14 contains 101471 members 
Mstep: Class 15 contains 25820 members 
Mstep: Class 16 contains 30170 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126568 members 
Mstep: Class 19 contains 20490 members 
Mstep: Class 20 contains 9634 members 
Mstep: Class 21 contains 228817 members 
Mstep: Class 22 contains 55215 members 
Mstep: Class 23 contains 24827 members 
Mstep: Class 24 contains 155378 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7492 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461408.000000 Penalty: 97929.023438
Iteration 155Q: 29 clusters Score -1.584614e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 126743 members 
Mstep: Class 2 contains 67625 members 
Mstep: Class 3 contains 16951 members 
Mstep: Class 4 contains 30768 members 
Mstep: Class 5 contains 12092 members 
Mstep: Class 6 contains 8663 members 
Mstep: Class 7 contains 691 members 
Mstep: Class 8 contains 5773 members 
Mstep: Class 9 contains 18747 members 
Mstep: Class 10 contains 37664 members 
Mstep: Class 11 contains 7755 members 
Mstep: Class 12 contains 200985 members 
Mstep: Class 13 contains 9591 members 
Mstep: Class 14 contains 101465 members 
Mstep: Class 15 contains 25822 members 
Mstep: Class 16 contains 30247 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126574 members 
Mstep: Class 19 contains 20490 members 
Mstep: Class 20 contains 9639 members 
Mstep: Class 21 contains 228809 members 
Mstep: Class 22 contains 55207 members 
Mstep: Class 23 contains 24825 members 
Mstep: Class 24 contains 155332 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7491 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461360.000000 Penalty: 97929.023438
Iteration 156Q: 29 clusters Score -1.584614e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 126721 members 
Mstep: Class 2 contains 67631 members 
Mstep: Class 3 contains 16934 members 
Mstep: Class 4 contains 30768 members 
Mstep: Class 5 contains 12092 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 691 members 
Mstep: Class 8 contains 5773 members 
Mstep: Class 9 contains 18736 members 
Mstep: Class 10 contains 37661 members 
Mstep: Class 11 contains 7751 members 
Mstep: Class 12 contains 201019 members 
Mstep: Class 13 contains 9607 members 
Mstep: Class 14 contains 101465 members 
Mstep: Class 15 contains 25820 members 
Mstep: Class 16 contains 30284 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126581 members 
Mstep: Class 19 contains 20488 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 228804 members 
Mstep: Class 22 contains 55200 members 
Mstep: Class 23 contains 24818 members 
Mstep: Class 24 contains 155303 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7491 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461296.000000 Penalty: 97929.023438
Iteration 157Q: 29 clusters Score -1.584613e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 126706 members 
Mstep: Class 2 contains 67647 members 
Mstep: Class 3 contains 16923 members 
Mstep: Class 4 contains 30764 members 
Mstep: Class 5 contains 12093 members 
Mstep: Class 6 contains 8668 members 
Mstep: Class 7 contains 691 members 
Mstep: Class 8 contains 5773 members 
Mstep: Class 9 contains 18724 members 
Mstep: Class 10 contains 37656 members 
Mstep: Class 11 contains 7752 members 
Mstep: Class 12 contains 201050 members 
Mstep: Class 13 contains 9618 members 
Mstep: Class 14 contains 101468 members 
Mstep: Class 15 contains 25825 members 
Mstep: Class 16 contains 30333 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126571 members 
Mstep: Class 19 contains 20482 members 
Mstep: Class 20 contains 9641 members 
Mstep: Class 21 contains 228790 members 
Mstep: Class 22 contains 55196 members 
Mstep: Class 23 contains 24799 members 
Mstep: Class 24 contains 155288 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7491 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158461344.000000 Penalty: 97929.023438
Iteration 158Q: 29 clusters Score -1.584613e+08 nChanged 436
Entering ConstructFrom: 
Score: -158461344.000000 Penalty: 97929.023438
Entering ConstructFrom: 
Trying to split cluster 1 (126704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126704 members 
Entering Unmasked Estep 
Score: -15433849.000000 Penalty: 2913.903076
	Iteration 0F: 2 clusters Score -1.543385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -15349090.000000 Penalty: 5827.806152
	Iteration 0F: 3 clusters Score -1.534909e+07 nChanged 60322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63365 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -15383803.000000 Penalty: 5827.806152
	Iteration 1F: 3 clusters Score -1.53838e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63315 members 
Mstep: Class 2 contains 63389 members 
Entering Unmasked Estep 
Score: -15384865.000000 Penalty: 5827.806152
	Iteration 2Q: 3 clusters Score -1.538486e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63219 members 
Mstep: Class 2 contains 63485 members 
Entering Unmasked Estep 
Score: -15385975.000000 Penalty: 5827.806152
	Iteration 3Q: 3 clusters Score -1.538598e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 63619 members 
Entering Unmasked Estep 
Score: -15387349.000000 Penalty: 5827.806152
	Iteration 4Q: 3 clusters Score -1.538735e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62714 members 
Mstep: Class 2 contains 63990 members 
Entering Unmasked Estep 
Score: -15389042.000000 Penalty: 5827.806152
	Iteration 5Q: 3 clusters Score -1.538904e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 64547 members 
Entering Unmasked Estep 
Score: -15391292.000000 Penalty: 5827.806152
	Iteration 6Q: 3 clusters Score -1.539129e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61405 members 
Mstep: Class 2 contains 65299 members 
Entering Unmasked Estep 
Score: -15394368.000000 Penalty: 5827.806152
	Iteration 7Q: 3 clusters Score -1.539437e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60421 members 
Mstep: Class 2 contains 66283 members 
Entering Unmasked Estep 
Score: -15397980.000000 Penalty: 5827.806152
	Iteration 8F: 3 clusters Score -1.539798e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59304 members 
Mstep: Class 2 contains 67400 members 
Entering Unmasked Estep 
Score: -15402576.000000 Penalty: 5827.806152
	Iteration 9F: 3 clusters Score -1.540258e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58276 members 
Mstep: Class 2 contains 68428 members 
Entering Unmasked Estep 
Score: -15407012.000000 Penalty: 5827.806152
	Iteration 10F: 3 clusters Score -1.540701e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57488 members 
Mstep: Class 2 contains 69216 members 
Entering Unmasked Estep 
Score: -15410055.000000 Penalty: 5827.806152
	Iteration 11Q: 3 clusters Score -1.541006e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 69898 members 
Entering Unmasked Estep 
Score: -15411931.000000 Penalty: 5827.806152
	Iteration 12Q: 3 clusters Score -1.541193e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56185 members 
Mstep: Class 2 contains 70519 members 
Entering Unmasked Estep 
Score: -15412799.000000 Penalty: 5827.806152
	Iteration 13Q: 3 clusters Score -1.54128e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 71153 members 
Entering Unmasked Estep 
Score: -15413261.000000 Penalty: 5827.806152
	Iteration 14Q: 3 clusters Score -1.541326e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 71806 members 
Entering Unmasked Estep 
Score: -15413834.000000 Penalty: 5827.806152
	Iteration 15Q: 3 clusters Score -1.541383e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54249 members 
Mstep: Class 2 contains 72455 members 
Entering Unmasked Estep 
Score: -15414166.000000 Penalty: 5827.806152
	Iteration 16Q: 3 clusters Score -1.541417e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53556 members 
Mstep: Class 2 contains 73148 members 
Entering Unmasked Estep 
Score: -15414793.000000 Penalty: 5827.806152
	Iteration 17Q: 3 clusters Score -1.541479e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 73822 members 
Entering Unmasked Estep 
Score: -15415110.000000 Penalty: 5827.806152
	Iteration 18Q: 3 clusters Score -1.541511e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52133 members 
Mstep: Class 2 contains 74571 members 
Entering Unmasked Estep 
Score: -15415558.000000 Penalty: 5827.806152
	Iteration 19Q: 3 clusters Score -1.541556e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 75397 members 
Entering Unmasked Estep 
Score: -15416024.000000 Penalty: 5827.806152
	Iteration 20F: 3 clusters Score -1.541602e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 76247 members 
Entering Unmasked Estep 
Score: -15416381.000000 Penalty: 5827.806152
	Iteration 21Q: 3 clusters Score -1.541638e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 77184 members 
Entering Unmasked Estep 
Score: -15416801.000000 Penalty: 5827.806152
	Iteration 22Q: 3 clusters Score -1.54168e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 78117 members 
Entering Unmasked Estep 
Score: -15417266.000000 Penalty: 5827.806152
	Iteration 23Q: 3 clusters Score -1.541727e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 79030 members 
Entering Unmasked Estep 
Score: -15417714.000000 Penalty: 5827.806152
	Iteration 24Q: 3 clusters Score -1.541771e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 79888 members 
Entering Unmasked Estep 
Score: -15418086.000000 Penalty: 5827.806152
	Iteration 25Q: 3 clusters Score -1.541809e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 80767 members 
Entering Unmasked Estep 
Score: -15418404.000000 Penalty: 5827.806152
	Iteration 26Q: 3 clusters Score -1.54184e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 81678 members 
Entering Unmasked Estep 
Score: -15418775.000000 Penalty: 5827.806152
	Iteration 27Q: 3 clusters Score -1.541878e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 82640 members 
Entering Unmasked Estep 
Score: -15419110.000000 Penalty: 5827.806152
	Iteration 28Q: 3 clusters Score -1.541911e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 83591 members 
Entering Unmasked Estep 
Score: -15419402.000000 Penalty: 5827.806152
	Iteration 29Q: 3 clusters Score -1.54194e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 84585 members 
Entering Unmasked Estep 
Score: -15419736.000000 Penalty: 5827.806152
	Iteration 30Q: 3 clusters Score -1.541974e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 85676 members 
Entering Unmasked Estep 
Score: -15420116.000000 Penalty: 5827.806152
	Iteration 31Q: 3 clusters Score -1.542012e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 86795 members 
Entering Unmasked Estep 
Score: -15420463.000000 Penalty: 5827.806152
	Iteration 32Q: 3 clusters Score -1.542046e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 87932 members 
Entering Unmasked Estep 
Score: -15420825.000000 Penalty: 5827.806152
	Iteration 33Q: 3 clusters Score -1.542082e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 89076 members 
Entering Unmasked Estep 
Score: -15421097.000000 Penalty: 5827.806152
	Iteration 34Q: 3 clusters Score -1.54211e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 90213 members 
Entering Unmasked Estep 
Score: -15421372.000000 Penalty: 5827.806152
	Iteration 35Q: 3 clusters Score -1.542137e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 91367 members 
Entering Unmasked Estep 
Score: -15421739.000000 Penalty: 5827.806152
	Iteration 36Q: 3 clusters Score -1.542174e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 92626 members 
Entering Unmasked Estep 
Score: -15422153.000000 Penalty: 5827.806152
	Iteration 37Q: 3 clusters Score -1.542215e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 93963 members 
Entering Unmasked Estep 
Score: -15422638.000000 Penalty: 5827.806152
	Iteration 38Q: 3 clusters Score -1.542264e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 95294 members 
Entering Unmasked Estep 
Score: -15423062.000000 Penalty: 5827.806152
	Iteration 39Q: 3 clusters Score -1.542306e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 96609 members 
Entering Unmasked Estep 
Score: -15423412.000000 Penalty: 5827.806152
	Iteration 40F: 3 clusters Score -1.542341e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 97873 members 
Entering Unmasked Estep 
Score: -15423874.000000 Penalty: 5827.806152
	Iteration 41Q: 3 clusters Score -1.542387e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 99059 members 
Entering Unmasked Estep 
Score: -15424267.000000 Penalty: 5827.806152
	Iteration 42Q: 3 clusters Score -1.542427e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 100286 members 
Entering Unmasked Estep 
Score: -15424685.000000 Penalty: 5827.806152
	Iteration 43Q: 3 clusters Score -1.542468e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 101514 members 
Entering Unmasked Estep 
Score: -15425020.000000 Penalty: 5827.806152
	Iteration 44Q: 3 clusters Score -1.542502e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 102701 members 
Entering Unmasked Estep 
Score: -15425413.000000 Penalty: 5827.806152
	Iteration 45Q: 3 clusters Score -1.542541e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 103887 members 
Entering Unmasked Estep 
Score: -15425822.000000 Penalty: 5827.806152
	Iteration 46Q: 3 clusters Score -1.542582e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 104988 members 
Entering Unmasked Estep 
Score: -15426187.000000 Penalty: 5827.806152
	Iteration 47Q: 3 clusters Score -1.542619e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 106110 members 
Entering Unmasked Estep 
Score: -15426533.000000 Penalty: 5827.806152
	Iteration 48Q: 3 clusters Score -1.542653e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 107126 members 
Entering Unmasked Estep 
Score: -15426855.000000 Penalty: 5827.806152
	Iteration 49Q: 3 clusters Score -1.542686e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 108089 members 
Entering Unmasked Estep 
Score: -15427175.000000 Penalty: 5827.806152
	Iteration 50Q: 3 clusters Score -1.542718e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 109036 members 
Entering Unmasked Estep 
Score: -15427382.000000 Penalty: 5827.806152
	Iteration 51Q: 3 clusters Score -1.542738e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 109976 members 
Entering Unmasked Estep 
Score: -15427685.000000 Penalty: 5827.806152
	Iteration 52Q: 3 clusters Score -1.542768e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 110868 members 
Entering Unmasked Estep 
Score: -15427898.000000 Penalty: 5827.806152
	Iteration 53Q: 3 clusters Score -1.54279e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 111756 members 
Entering Unmasked Estep 
Score: -15428177.000000 Penalty: 5827.806152
	Iteration 54Q: 3 clusters Score -1.542818e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 112596 members 
Entering Unmasked Estep 
Score: -15428325.000000 Penalty: 5827.806152
	Iteration 55Q: 3 clusters Score -1.542832e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 113380 members 
Entering Unmasked Estep 
Score: -15428487.000000 Penalty: 5827.806152
	Iteration 56Q: 3 clusters Score -1.542849e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 114145 members 
Entering Unmasked Estep 
Score: -15428748.000000 Penalty: 5827.806152
	Iteration 57Q: 3 clusters Score -1.542875e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 114869 members 
Entering Unmasked Estep 
Score: -15428971.000000 Penalty: 5827.806152
	Iteration 58Q: 3 clusters Score -1.542897e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 115609 members 
Entering Unmasked Estep 
Score: -15429228.000000 Penalty: 5827.806152
	Iteration 59Q: 3 clusters Score -1.542923e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 116321 members 
Entering Unmasked Estep 
Score: -15429437.000000 Penalty: 5827.806152
	Iteration 60F: 3 clusters Score -1.542944e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 117035 members 
Entering Unmasked Estep 
Score: -15429660.000000 Penalty: 5827.806152
	Iteration 61Q: 3 clusters Score -1.542966e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 117723 members 
Entering Unmasked Estep 
Score: -15429915.000000 Penalty: 5827.806152
	Iteration 62Q: 3 clusters Score -1.542992e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 118367 members 
Entering Unmasked Estep 
Score: -15430150.000000 Penalty: 5827.806152
	Iteration 63Q: 3 clusters Score -1.543015e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 118990 members 
Entering Unmasked Estep 
Score: -15430405.000000 Penalty: 5827.806152
	Iteration 64Q: 3 clusters Score -1.54304e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 119543 members 
Entering Unmasked Estep 
Score: -15430627.000000 Penalty: 5827.806152
	Iteration 65Q: 3 clusters Score -1.543063e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 120065 members 
Entering Unmasked Estep 
Score: -15430821.000000 Penalty: 5827.806152
	Iteration 66Q: 3 clusters Score -1.543082e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 120530 members 
Entering Unmasked Estep 
Score: -15431003.000000 Penalty: 5827.806152
	Iteration 67Q: 3 clusters Score -1.5431e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 120967 members 
Entering Unmasked Estep 
Score: -15431189.000000 Penalty: 5827.806152
	Iteration 68Q: 3 clusters Score -1.543119e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 121338 members 
Entering Unmasked Estep 
Score: -15431320.000000 Penalty: 5827.806152
	Iteration 69Q: 3 clusters Score -1.543132e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 121650 members 
Entering Unmasked Estep 
Score: -15431412.000000 Penalty: 5827.806152
	Iteration 70Q: 3 clusters Score -1.543141e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 121935 members 
Entering Unmasked Estep 
Score: -15431519.000000 Penalty: 5827.806152
	Iteration 71Q: 3 clusters Score -1.543152e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 122174 members 
Entering Unmasked Estep 
Score: -15431641.000000 Penalty: 5827.806152
	Iteration 72Q: 3 clusters Score -1.543164e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 122379 members 
Entering Unmasked Estep 
Score: -15431737.000000 Penalty: 5827.806152
	Iteration 73Q: 3 clusters Score -1.543174e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 122571 members 
Entering Unmasked Estep 
Score: -15431784.000000 Penalty: 5827.806152
	Iteration 74Q: 3 clusters Score -1.543178e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 122727 members 
Entering Unmasked Estep 
Score: -15431808.000000 Penalty: 5827.806152
	Iteration 75Q: 3 clusters Score -1.543181e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 122856 members 
Entering Unmasked Estep 
Score: -15431853.000000 Penalty: 5827.806152
	Iteration 76Q: 3 clusters Score -1.543185e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 122957 members 
Entering Unmasked Estep 
Score: -15431910.000000 Penalty: 5827.806152
	Iteration 77Q: 3 clusters Score -1.543191e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 123062 members 
Entering Unmasked Estep 
Score: -15431943.000000 Penalty: 5827.806152
	Iteration 78Q: 3 clusters Score -1.543194e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 123154 members 
Entering Unmasked Estep 
Score: -15431971.000000 Penalty: 5827.806152
	Iteration 79Q: 3 clusters Score -1.543197e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 123236 members 
Entering Unmasked Estep 
Score: -15431987.000000 Penalty: 5827.806152
	Iteration 80F: 3 clusters Score -1.543199e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 123302 members 
Entering Unmasked Estep 
Score: -15432011.000000 Penalty: 5827.806152
	Iteration 81Q: 3 clusters Score -1.543201e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 123352 members 
Entering Unmasked Estep 
Score: -15432047.000000 Penalty: 5827.806152
	Iteration 82Q: 3 clusters Score -1.543205e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 123406 members 
Entering Unmasked Estep 
Score: -15432068.000000 Penalty: 5827.806152
	Iteration 83Q: 3 clusters Score -1.543207e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 123480 members 
Entering Unmasked Estep 
Score: -15432112.000000 Penalty: 5827.806152
	Iteration 84Q: 3 clusters Score -1.543211e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 123542 members 
Entering Unmasked Estep 
Score: -15432121.000000 Penalty: 5827.806152
	Iteration 85Q: 3 clusters Score -1.543212e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 123593 members 
Entering Unmasked Estep 
Score: -15432146.000000 Penalty: 5827.806152
	Iteration 86Q: 3 clusters Score -1.543215e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 123632 members 
Entering Unmasked Estep 
Score: -15432156.000000 Penalty: 5827.806152
	Iteration 87Q: 3 clusters Score -1.543216e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 123662 members 
Entering Unmasked Estep 
Score: -15432175.000000 Penalty: 5827.806152
	Iteration 88Q: 3 clusters Score -1.543218e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 123692 members 
Entering Unmasked Estep 
Score: -15432170.000000 Penalty: 5827.806152
	Iteration 89Q: 3 clusters Score -1.543217e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 123718 members 
Entering Unmasked Estep 
Score: -15432165.000000 Penalty: 5827.806152
	Iteration 90Q: 3 clusters Score -1.543216e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 123735 members 
Entering Unmasked Estep 
Score: -15432152.000000 Penalty: 5827.806152
	Iteration 91Q: 3 clusters Score -1.543215e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 123748 members 
Entering Unmasked Estep 
Score: -15432171.000000 Penalty: 5827.806152
	Iteration 92Q: 3 clusters Score -1.543217e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 123759 members 
Entering Unmasked Estep 
Score: -15432165.000000 Penalty: 5827.806152
	Iteration 93Q: 3 clusters Score -1.543216e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 123769 members 
Entering Unmasked Estep 
Score: -15432173.000000 Penalty: 5827.806152
	Iteration 94Q: 3 clusters Score -1.543217e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 123785 members 
Entering Unmasked Estep 
Score: -15432175.000000 Penalty: 5827.806152
	Iteration 95Q: 3 clusters Score -1.543218e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 123806 members 
Entering Unmasked Estep 
Score: -15432207.000000 Penalty: 5827.806152
	Iteration 96Q: 3 clusters Score -1.543221e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 123822 members 
Entering Unmasked Estep 
Score: -15432199.000000 Penalty: 5827.806152
	Iteration 97Q: 3 clusters Score -1.54322e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 123831 members 
Entering Unmasked Estep 
Score: -15432196.000000 Penalty: 5827.806152
	Iteration 98Q: 3 clusters Score -1.54322e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 123841 members 
Entering Unmasked Estep 
Score: -15432208.000000 Penalty: 5827.806152
	Iteration 99Q: 3 clusters Score -1.543221e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 123852 members 
Entering Unmasked Estep 
Score: -15432192.000000 Penalty: 5827.806152
	Iteration 100F: 3 clusters Score -1.543219e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 123862 members 
Entering Unmasked Estep 
Score: -15432211.000000 Penalty: 5827.806152
	Iteration 101Q: 3 clusters Score -1.543221e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 123876 members 
Entering Unmasked Estep 
Score: -15432216.000000 Penalty: 5827.806152
	Iteration 102Q: 3 clusters Score -1.543222e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 123895 members 
Entering Unmasked Estep 
Score: -15432218.000000 Penalty: 5827.806152
	Iteration 103Q: 3 clusters Score -1.543222e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 123910 members 
Entering Unmasked Estep 
Score: -15432224.000000 Penalty: 5827.806152
	Iteration 104Q: 3 clusters Score -1.543222e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 123927 members 
Entering Unmasked Estep 
Score: -15432216.000000 Penalty: 5827.806152
	Iteration 105Q: 3 clusters Score -1.543222e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 123938 members 
Entering Unmasked Estep 
Score: -15432219.000000 Penalty: 5827.806152
	Iteration 106Q: 3 clusters Score -1.543222e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 123945 members 
Entering Unmasked Estep 
Score: -15432210.000000 Penalty: 5827.806152
	Iteration 107Q: 3 clusters Score -1.543221e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 123955 members 
Entering Unmasked Estep 
Score: -15432227.000000 Penalty: 5827.806152
	Iteration 108Q: 3 clusters Score -1.543223e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 123971 members 
Entering Unmasked Estep 
Score: -15432231.000000 Penalty: 5827.806152
	Iteration 109Q: 3 clusters Score -1.543223e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 123980 members 
Entering Unmasked Estep 
Score: -15432248.000000 Penalty: 5827.806152
	Iteration 110Q: 3 clusters Score -1.543225e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 123985 members 
Entering Unmasked Estep 
Score: -15432247.000000 Penalty: 5827.806152
	Iteration 111Q: 3 clusters Score -1.543225e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 123990 members 
Entering Unmasked Estep 
Score: -15432245.000000 Penalty: 5827.806152
	Iteration 112Q: 3 clusters Score -1.543224e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 123997 members 
Entering Unmasked Estep 
Score: -15432248.000000 Penalty: 5827.806152
	Iteration 113Q: 3 clusters Score -1.543225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 124002 members 
Entering Unmasked Estep 
Score: -15432237.000000 Penalty: 5827.806152
	Iteration 114Q: 3 clusters Score -1.543224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 124004 members 
Entering Unmasked Estep 
Score: -15432238.000000 Penalty: 5827.806152
	Iteration 115Q: 3 clusters Score -1.543224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 124007 members 
Entering Unmasked Estep 
Score: -15432235.000000 Penalty: 5827.806152
	Iteration 116Q: 3 clusters Score -1.543224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 124010 members 
Entering Unmasked Estep 
Score: -15432240.000000 Penalty: 5827.806152
	Iteration 117Q: 3 clusters Score -1.543224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 124016 members 
Entering Unmasked Estep 
Score: -15432231.000000 Penalty: 5827.806152
	Iteration 118Q: 3 clusters Score -1.543223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 124020 members 
Entering Unmasked Estep 
Score: -15432251.000000 Penalty: 5827.806152
	Iteration 119Q: 3 clusters Score -1.543225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 124021 members 
Entering Unmasked Estep 
Score: -15432251.000000 Penalty: 5827.806152
	Iteration 120F: 3 clusters Score -1.543225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 124023 members 
Entering Unmasked Estep 
Score: -15432249.000000 Penalty: 5827.806152
	Iteration 121Q: 3 clusters Score -1.543225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 124025 members 
Entering Unmasked Estep 
Score: -15432250.000000 Penalty: 5827.806152
	Iteration 122Q: 3 clusters Score -1.543225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 124027 members 
Entering Unmasked Estep 
Score: -15432244.000000 Penalty: 5827.806152
	Iteration 123Q: 3 clusters Score -1.543224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 124028 members 
Entering Unmasked Estep 
Score: -15432248.000000 Penalty: 5827.806152
	Iteration 124Q: 3 clusters Score -1.543225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 124031 members 
Entering Unmasked Estep 
Score: -15432244.000000 Penalty: 5827.806152
	Iteration 125Q: 3 clusters Score -1.543224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 124035 members 
Entering Unmasked Estep 
Score: -15432241.000000 Penalty: 5827.806152
	Iteration 126Q: 3 clusters Score -1.543224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 124037 members 
Entering Unmasked Estep 
Score: -15432240.000000 Penalty: 5827.806152
	Iteration 127Q: 3 clusters Score -1.543224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 124038 members 
Entering Unmasked Estep 
Score: -15432245.000000 Penalty: 5827.806152
	Iteration 128Q: 3 clusters Score -1.543224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 124039 members 
Entering Unmasked Estep 
Score: -15432242.000000 Penalty: 5827.806152
	Iteration 129Q: 3 clusters Score -1.543224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 124040 members 
Entering Unmasked Estep 
Score: -15432243.000000 Penalty: 5827.806152
	Iteration 130Q: 3 clusters Score -1.543224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 124041 members 
Entering Unmasked Estep 
Score: -15432252.000000 Penalty: 5827.806152
	Iteration 131Q: 3 clusters Score -1.543225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 124042 members 
Entering Unmasked Estep 
Score: -15432243.000000 Penalty: 5827.806152
	Iteration 132Q: 3 clusters Score -1.543224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 124042 members 
Entering Unmasked Estep 
Score: -15432243.000000 Penalty: 5827.806152
	Iteration 133F: 3 clusters Score -1.543224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (67659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67659 members 
Entering Unmasked Estep 
Score: -8297250.000000 Penalty: 2758.314453
	Iteration 0F: 2 clusters Score -8297250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -8251807.000000 Penalty: 5516.628906
	Iteration 0F: 3 clusters Score -8251807 nChanged 31657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -8270460.500000 Penalty: 5516.628906
	Iteration 1F: 3 clusters Score -8270460 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -8271799.000000 Penalty: 5516.628906
	Iteration 2Q: 3 clusters Score -8271799 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -8273651.500000 Penalty: 5516.628906
	Iteration 3F: 3 clusters Score -8273652 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -8275933.500000 Penalty: 5516.628906
	Iteration 4F: 3 clusters Score -8275934 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -8278234.000000 Penalty: 5516.628906
	Iteration 5F: 3 clusters Score -8278234 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -8280231.000000 Penalty: 5516.628906
	Iteration 6F: 3 clusters Score -8280231 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -8281599.500000 Penalty: 5516.628906
	Iteration 7F: 3 clusters Score -8281600 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -8282412.000000 Penalty: 5516.628906
	Iteration 8Q: 3 clusters Score -8282412 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -8282904.000000 Penalty: 5516.628906
	Iteration 9Q: 3 clusters Score -8282904 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -8283272.000000 Penalty: 5516.628906
	Iteration 10Q: 3 clusters Score -8283272 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -8283628.000000 Penalty: 5516.628906
	Iteration 11Q: 3 clusters Score -8283628 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -8283963.000000 Penalty: 5516.628906
	Iteration 12Q: 3 clusters Score -8283963 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -8284211.000000 Penalty: 5516.628906
	Iteration 13Q: 3 clusters Score -8284211 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -8284591.500000 Penalty: 5516.628906
	Iteration 14Q: 3 clusters Score -8284592 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -8285031.000000 Penalty: 5516.628906
	Iteration 15Q: 3 clusters Score -8285031 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -8285560.000000 Penalty: 5516.628906
	Iteration 16Q: 3 clusters Score -8285560 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -8286193.000000 Penalty: 5516.628906
	Iteration 17Q: 3 clusters Score -8286193 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -8286935.500000 Penalty: 5516.628906
	Iteration 18Q: 3 clusters Score -8286936 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -8287711.500000 Penalty: 5516.628906
	Iteration 19Q: 3 clusters Score -8287712 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -8288432.000000 Penalty: 5516.628906
	Iteration 20F: 3 clusters Score -8288432 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -8289036.000000 Penalty: 5516.628906
	Iteration 21Q: 3 clusters Score -8289036 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -8289454.500000 Penalty: 5516.628906
	Iteration 22Q: 3 clusters Score -8289454 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -8289824.000000 Penalty: 5516.628906
	Iteration 23Q: 3 clusters Score -8289824 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -8290144.500000 Penalty: 5516.628906
	Iteration 24Q: 3 clusters Score -8290144 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55298 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -8290467.000000 Penalty: 5516.628906
	Iteration 25Q: 3 clusters Score -8290467 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -8290756.500000 Penalty: 5516.628906
	Iteration 26Q: 3 clusters Score -8290756 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57040 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -8291062.000000 Penalty: 5516.628906
	Iteration 27Q: 3 clusters Score -8291062 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57875 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -8291344.000000 Penalty: 5516.628906
	Iteration 28Q: 3 clusters Score -8291344 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58674 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -8291622.000000 Penalty: 5516.628906
	Iteration 29Q: 3 clusters Score -8291622 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59420 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -8291909.000000 Penalty: 5516.628906
	Iteration 30Q: 3 clusters Score -8291909 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -8292179.000000 Penalty: 5516.628906
	Iteration 31Q: 3 clusters Score -8292179 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60789 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -8292394.000000 Penalty: 5516.628906
	Iteration 32Q: 3 clusters Score -8292394 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61386 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -8292615.000000 Penalty: 5516.628906
	Iteration 33Q: 3 clusters Score -8292615 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61987 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -8292871.500000 Penalty: 5516.628906
	Iteration 34Q: 3 clusters Score -8292872 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62575 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -8293131.500000 Penalty: 5516.628906
	Iteration 35Q: 3 clusters Score -8293132 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63118 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -8293371.500000 Penalty: 5516.628906
	Iteration 36Q: 3 clusters Score -8293372 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63575 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -8293574.500000 Penalty: 5516.628906
	Iteration 37Q: 3 clusters Score -8293574 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64003 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -8293751.000000 Penalty: 5516.628906
	Iteration 38Q: 3 clusters Score -8293751 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -8293931.000000 Penalty: 5516.628906
	Iteration 39Q: 3 clusters Score -8293931 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -8294069.000000 Penalty: 5516.628906
	Iteration 40F: 3 clusters Score -8294069 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65014 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -8294187.500000 Penalty: 5516.628906
	Iteration 41Q: 3 clusters Score -8294188 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65274 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -8294301.500000 Penalty: 5516.628906
	Iteration 42Q: 3 clusters Score -8294302 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65505 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -8294382.000000 Penalty: 5516.628906
	Iteration 43Q: 3 clusters Score -8294382 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8294480.000000 Penalty: 5516.628906
	Iteration 44Q: 3 clusters Score -8294480 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65877 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -8294553.000000 Penalty: 5516.628906
	Iteration 45Q: 3 clusters Score -8294553 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66025 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -8294624.500000 Penalty: 5516.628906
	Iteration 46Q: 3 clusters Score -8294624 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66148 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -8294686.000000 Penalty: 5516.628906
	Iteration 47Q: 3 clusters Score -8294686 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66253 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8294722.000000 Penalty: 5516.628906
	Iteration 48Q: 3 clusters Score -8294722 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66353 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -8294778.000000 Penalty: 5516.628906
	Iteration 49Q: 3 clusters Score -8294778 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66446 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8294815.000000 Penalty: 5516.628906
	Iteration 50Q: 3 clusters Score -8294815 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66509 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -8294848.500000 Penalty: 5516.628906
	Iteration 51Q: 3 clusters Score -8294848 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8294892.500000 Penalty: 5516.628906
	Iteration 52Q: 3 clusters Score -8294892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66596 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -8294913.500000 Penalty: 5516.628906
	Iteration 53Q: 3 clusters Score -8294914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8294937.000000 Penalty: 5516.628906
	Iteration 54Q: 3 clusters Score -8294937 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66660 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -8294969.500000 Penalty: 5516.628906
	Iteration 55Q: 3 clusters Score -8294970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66690 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8294961.500000 Penalty: 5516.628906
	Iteration 56Q: 3 clusters Score -8294962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66713 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8294978.000000 Penalty: 5516.628906
	Iteration 57Q: 3 clusters Score -8294978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66732 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8294989.000000 Penalty: 5516.628906
	Iteration 58Q: 3 clusters Score -8294989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66744 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8294983.500000 Penalty: 5516.628906
	Iteration 59Q: 3 clusters Score -8294984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66759 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8294994.000000 Penalty: 5516.628906
	Iteration 60F: 3 clusters Score -8294994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66770 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8295009.500000 Penalty: 5516.628906
	Iteration 61Q: 3 clusters Score -8295010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66776 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8295019.000000 Penalty: 5516.628906
	Iteration 62Q: 3 clusters Score -8295019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66787 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8295010.500000 Penalty: 5516.628906
	Iteration 63Q: 3 clusters Score -8295010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66794 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8295014.000000 Penalty: 5516.628906
	Iteration 64Q: 3 clusters Score -8295014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66803 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8295016.500000 Penalty: 5516.628906
	Iteration 65Q: 3 clusters Score -8295016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66810 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -8295013.000000 Penalty: 5516.628906
	Iteration 66Q: 3 clusters Score -8295013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66817 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8295028.500000 Penalty: 5516.628906
	Iteration 67Q: 3 clusters Score -8295028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66826 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8295042.500000 Penalty: 5516.628906
	Iteration 68Q: 3 clusters Score -8295042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66829 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8295041.000000 Penalty: 5516.628906
	Iteration 69Q: 3 clusters Score -8295041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66834 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8295039.000000 Penalty: 5516.628906
	Iteration 70Q: 3 clusters Score -8295039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66841 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8295042.000000 Penalty: 5516.628906
	Iteration 71Q: 3 clusters Score -8295042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66843 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8295044.500000 Penalty: 5516.628906
	Iteration 72Q: 3 clusters Score -8295044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66846 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8295041.500000 Penalty: 5516.628906
	Iteration 73Q: 3 clusters Score -8295042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66850 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8295047.000000 Penalty: 5516.628906
	Iteration 74Q: 3 clusters Score -8295047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66853 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8295045.000000 Penalty: 5516.628906
	Iteration 75Q: 3 clusters Score -8295045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66854 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8295046.000000 Penalty: 5516.628906
	Iteration 76Q: 3 clusters Score -8295046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66854 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8295046.000000 Penalty: 5516.628906
	Iteration 77F: 3 clusters Score -8295046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Entering Unmasked Estep 
Score: -1935315.375000 Penalty: 2414.414551
	Iteration 0F: 2 clusters Score -1935315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1923234.625000 Penalty: 4828.829102
	Iteration 0F: 3 clusters Score -1923235 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1927187.500000 Penalty: 4828.829102
	Iteration 1F: 3 clusters Score -1927188 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1927673.125000 Penalty: 4828.829102
	Iteration 2F: 3 clusters Score -1927673 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1928225.500000 Penalty: 4828.829102
	Iteration 3F: 3 clusters Score -1928226 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1928759.500000 Penalty: 4828.829102
	Iteration 4F: 3 clusters Score -1928760 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1929291.375000 Penalty: 4828.829102
	Iteration 5F: 3 clusters Score -1929291 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1929829.875000 Penalty: 4828.829102
	Iteration 6F: 3 clusters Score -1929830 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1930363.750000 Penalty: 4828.829102
	Iteration 7F: 3 clusters Score -1930364 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1930900.000000 Penalty: 4828.829102
	Iteration 8F: 3 clusters Score -1930900 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1931340.625000 Penalty: 4828.829102
	Iteration 9Q: 3 clusters Score -1931341 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1931715.875000 Penalty: 4828.829102
	Iteration 10Q: 3 clusters Score -1931716 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1932009.250000 Penalty: 4828.829102
	Iteration 11Q: 3 clusters Score -1932009 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1932266.875000 Penalty: 4828.829102
	Iteration 12Q: 3 clusters Score -1932267 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1932504.000000 Penalty: 4828.829102
	Iteration 13Q: 3 clusters Score -1932504 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1932705.125000 Penalty: 4828.829102
	Iteration 14Q: 3 clusters Score -1932705 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1932863.875000 Penalty: 4828.829102
	Iteration 15Q: 3 clusters Score -1932864 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1932969.375000 Penalty: 4828.829102
	Iteration 16Q: 3 clusters Score -1932969 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1933040.250000 Penalty: 4828.829102
	Iteration 17Q: 3 clusters Score -1933040 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1933098.875000 Penalty: 4828.829102
	Iteration 18Q: 3 clusters Score -1933099 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1933164.125000 Penalty: 4828.829102
	Iteration 19Q: 3 clusters Score -1933164 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1933204.750000 Penalty: 4828.829102
	Iteration 20F: 3 clusters Score -1933205 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1933247.250000 Penalty: 4828.829102
	Iteration 21Q: 3 clusters Score -1933247 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1933267.000000 Penalty: 4828.829102
	Iteration 22Q: 3 clusters Score -1933267 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1933296.875000 Penalty: 4828.829102
	Iteration 23Q: 3 clusters Score -1933297 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1933325.375000 Penalty: 4828.829102
	Iteration 24Q: 3 clusters Score -1933325 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1933346.125000 Penalty: 4828.829102
	Iteration 25Q: 3 clusters Score -1933346 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1933370.375000 Penalty: 4828.829102
	Iteration 26Q: 3 clusters Score -1933370 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1933390.625000 Penalty: 4828.829102
	Iteration 27Q: 3 clusters Score -1933391 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1933407.375000 Penalty: 4828.829102
	Iteration 28Q: 3 clusters Score -1933407 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1933438.250000 Penalty: 4828.829102
	Iteration 29Q: 3 clusters Score -1933438 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1933453.000000 Penalty: 4828.829102
	Iteration 30Q: 3 clusters Score -1933453 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1933463.875000 Penalty: 4828.829102
	Iteration 31Q: 3 clusters Score -1933464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1933477.375000 Penalty: 4828.829102
	Iteration 32Q: 3 clusters Score -1933477 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1933486.875000 Penalty: 4828.829102
	Iteration 33Q: 3 clusters Score -1933487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1933504.000000 Penalty: 4828.829102
	Iteration 34Q: 3 clusters Score -1933504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1933508.500000 Penalty: 4828.829102
	Iteration 35Q: 3 clusters Score -1933508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1933514.750000 Penalty: 4828.829102
	Iteration 36Q: 3 clusters Score -1933515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1933523.125000 Penalty: 4828.829102
	Iteration 37Q: 3 clusters Score -1933523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1933524.375000 Penalty: 4828.829102
	Iteration 38Q: 3 clusters Score -1933524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1933522.375000 Penalty: 4828.829102
	Iteration 39Q: 3 clusters Score -1933522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1933531.625000 Penalty: 4828.829102
	Iteration 40F: 3 clusters Score -1933532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1933535.250000 Penalty: 4828.829102
	Iteration 41Q: 3 clusters Score -1933535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1933536.625000 Penalty: 4828.829102
	Iteration 42Q: 3 clusters Score -1933537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1933539.875000 Penalty: 4828.829102
	Iteration 43Q: 3 clusters Score -1933540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1933544.875000 Penalty: 4828.829102
	Iteration 44Q: 3 clusters Score -1933545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1933548.375000 Penalty: 4828.829102
	Iteration 45Q: 3 clusters Score -1933548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1933548.375000 Penalty: 4828.829102
	Iteration 46Q: 3 clusters Score -1933548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1933551.000000 Penalty: 4828.829102
	Iteration 47Q: 3 clusters Score -1933551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1933554.500000 Penalty: 4828.829102
	Iteration 48Q: 3 clusters Score -1933554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1933554.125000 Penalty: 4828.829102
	Iteration 49Q: 3 clusters Score -1933554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1933553.375000 Penalty: 4828.829102
	Iteration 50Q: 3 clusters Score -1933553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1933553.625000 Penalty: 4828.829102
	Iteration 51Q: 3 clusters Score -1933554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1933556.250000 Penalty: 4828.829102
	Iteration 52Q: 3 clusters Score -1933556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1933560.750000 Penalty: 4828.829102
	Iteration 53Q: 3 clusters Score -1933561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1933564.125000 Penalty: 4828.829102
	Iteration 54Q: 3 clusters Score -1933564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1933569.500000 Penalty: 4828.829102
	Iteration 55Q: 3 clusters Score -1933570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1933575.625000 Penalty: 4828.829102
	Iteration 56Q: 3 clusters Score -1933576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1933578.875000 Penalty: 4828.829102
	Iteration 57Q: 3 clusters Score -1933579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1933582.750000 Penalty: 4828.829102
	Iteration 58Q: 3 clusters Score -1933583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1933585.625000 Penalty: 4828.829102
	Iteration 59Q: 3 clusters Score -1933586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1933591.500000 Penalty: 4828.829102
	Iteration 60F: 3 clusters Score -1933592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1933592.625000 Penalty: 4828.829102
	Iteration 61Q: 3 clusters Score -1933593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1933596.500000 Penalty: 4828.829102
	Iteration 62Q: 3 clusters Score -1933596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1933598.875000 Penalty: 4828.829102
	Iteration 63Q: 3 clusters Score -1933599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1933602.750000 Penalty: 4828.829102
	Iteration 64Q: 3 clusters Score -1933603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1933604.125000 Penalty: 4828.829102
	Iteration 65Q: 3 clusters Score -1933604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1933611.125000 Penalty: 4828.829102
	Iteration 66Q: 3 clusters Score -1933611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1933611.875000 Penalty: 4828.829102
	Iteration 67Q: 3 clusters Score -1933612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1933622.625000 Penalty: 4828.829102
	Iteration 68Q: 3 clusters Score -1933623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1933621.625000 Penalty: 4828.829102
	Iteration 69Q: 3 clusters Score -1933622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1933621.875000 Penalty: 4828.829102
	Iteration 70Q: 3 clusters Score -1933622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1933628.375000 Penalty: 4828.829102
	Iteration 71Q: 3 clusters Score -1933628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1933628.500000 Penalty: 4828.829102
	Iteration 72Q: 3 clusters Score -1933628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1933630.875000 Penalty: 4828.829102
	Iteration 73Q: 3 clusters Score -1933631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1933627.625000 Penalty: 4828.829102
	Iteration 74Q: 3 clusters Score -1933628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1933627.375000 Penalty: 4828.829102
	Iteration 75Q: 3 clusters Score -1933627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1933629.375000 Penalty: 4828.829102
	Iteration 76Q: 3 clusters Score -1933629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1933629.375000 Penalty: 4828.829102
	Iteration 77F: 3 clusters Score -1933629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Entering Unmasked Estep 
Score: -3750869.500000 Penalty: 2562.816650
	Iteration 0F: 2 clusters Score -3750870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -3729666.000000 Penalty: 5125.633301
	Iteration 0F: 3 clusters Score -3729666 nChanged 13968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -3737312.500000 Penalty: 5125.633301
	Iteration 1F: 3 clusters Score -3737312 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -3737886.750000 Penalty: 5125.633301
	Iteration 2F: 3 clusters Score -3737887 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -3738381.250000 Penalty: 5125.633301
	Iteration 3Q: 3 clusters Score -3738381 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -3738875.250000 Penalty: 5125.633301
	Iteration 4Q: 3 clusters Score -3738875 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -3739420.250000 Penalty: 5125.633301
	Iteration 5Q: 3 clusters Score -3739420 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -3740081.500000 Penalty: 5125.633301
	Iteration 6Q: 3 clusters Score -3740082 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -3740910.750000 Penalty: 5125.633301
	Iteration 7Q: 3 clusters Score -3740911 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -3742120.000000 Penalty: 5125.633301
	Iteration 8F: 3 clusters Score -3742120 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -3743577.000000 Penalty: 5125.633301
	Iteration 9F: 3 clusters Score -3743577 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -3745013.750000 Penalty: 5125.633301
	Iteration 10F: 3 clusters Score -3745014 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -3746296.000000 Penalty: 5125.633301
	Iteration 11Q: 3 clusters Score -3746296 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -3747162.500000 Penalty: 5125.633301
	Iteration 12Q: 3 clusters Score -3747162 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -3747668.000000 Penalty: 5125.633301
	Iteration 13Q: 3 clusters Score -3747668 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -3748022.500000 Penalty: 5125.633301
	Iteration 14Q: 3 clusters Score -3748022 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -3748257.500000 Penalty: 5125.633301
	Iteration 15Q: 3 clusters Score -3748258 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -3748385.750000 Penalty: 5125.633301
	Iteration 16Q: 3 clusters Score -3748386 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -3748469.750000 Penalty: 5125.633301
	Iteration 17Q: 3 clusters Score -3748470 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -3748536.500000 Penalty: 5125.633301
	Iteration 18Q: 3 clusters Score -3748536 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -3748570.250000 Penalty: 5125.633301
	Iteration 19Q: 3 clusters Score -3748570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -3748600.250000 Penalty: 5125.633301
	Iteration 20F: 3 clusters Score -3748600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -3748618.000000 Penalty: 5125.633301
	Iteration 21Q: 3 clusters Score -3748618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -3748642.250000 Penalty: 5125.633301
	Iteration 22Q: 3 clusters Score -3748642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -3748655.750000 Penalty: 5125.633301
	Iteration 23Q: 3 clusters Score -3748656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -3748678.000000 Penalty: 5125.633301
	Iteration 24Q: 3 clusters Score -3748678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -3748688.000000 Penalty: 5125.633301
	Iteration 25Q: 3 clusters Score -3748688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -3748695.000000 Penalty: 5125.633301
	Iteration 26Q: 3 clusters Score -3748695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -3748709.250000 Penalty: 5125.633301
	Iteration 27Q: 3 clusters Score -3748709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -3748711.500000 Penalty: 5125.633301
	Iteration 28Q: 3 clusters Score -3748712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -3748715.250000 Penalty: 5125.633301
	Iteration 29Q: 3 clusters Score -3748715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -3748725.500000 Penalty: 5125.633301
	Iteration 30Q: 3 clusters Score -3748726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -3748730.250000 Penalty: 5125.633301
	Iteration 31Q: 3 clusters Score -3748730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -3748732.000000 Penalty: 5125.633301
	Iteration 32Q: 3 clusters Score -3748732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -3748737.250000 Penalty: 5125.633301
	Iteration 33Q: 3 clusters Score -3748737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -3748735.000000 Penalty: 5125.633301
	Iteration 34Q: 3 clusters Score -3748735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -3748738.250000 Penalty: 5125.633301
	Iteration 35Q: 3 clusters Score -3748738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -3748738.250000 Penalty: 5125.633301
	Iteration 36F: 3 clusters Score -3748738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Entering Unmasked Estep 
Score: -1495185.875000 Penalty: 2331.274170
	Iteration 0F: 2 clusters Score -1495186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1486226.500000 Penalty: 4662.548340
	Iteration 0F: 3 clusters Score -1486226 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1489076.875000 Penalty: 4662.548340
	Iteration 1F: 3 clusters Score -1489077 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1489441.250000 Penalty: 4662.548340
	Iteration 2F: 3 clusters Score -1489441 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1489747.875000 Penalty: 4662.548340
	Iteration 3F: 3 clusters Score -1489748 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1489958.125000 Penalty: 4662.548340
	Iteration 4Q: 3 clusters Score -1489958 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1490112.250000 Penalty: 4662.548340
	Iteration 5Q: 3 clusters Score -1490112 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1490244.125000 Penalty: 4662.548340
	Iteration 6Q: 3 clusters Score -1490244 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1490354.750000 Penalty: 4662.548340
	Iteration 7Q: 3 clusters Score -1490355 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1490478.500000 Penalty: 4662.548340
	Iteration 8Q: 3 clusters Score -1490478 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1490589.875000 Penalty: 4662.548340
	Iteration 9Q: 3 clusters Score -1490590 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1490694.500000 Penalty: 4662.548340
	Iteration 10Q: 3 clusters Score -1490694 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1490806.375000 Penalty: 4662.548340
	Iteration 11Q: 3 clusters Score -1490806 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1490918.625000 Penalty: 4662.548340
	Iteration 12Q: 3 clusters Score -1490919 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1491041.875000 Penalty: 4662.548340
	Iteration 13Q: 3 clusters Score -1491042 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1491194.000000 Penalty: 4662.548340
	Iteration 14Q: 3 clusters Score -1491194 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1491389.625000 Penalty: 4662.548340
	Iteration 15Q: 3 clusters Score -1491390 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1491628.750000 Penalty: 4662.548340
	Iteration 16Q: 3 clusters Score -1491629 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1491877.625000 Penalty: 4662.548340
	Iteration 17Q: 3 clusters Score -1491878 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1492155.375000 Penalty: 4662.548340
	Iteration 18Q: 3 clusters Score -1492155 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1492404.500000 Penalty: 4662.548340
	Iteration 19Q: 3 clusters Score -1492404 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1492603.000000 Penalty: 4662.548340
	Iteration 20F: 3 clusters Score -1492603 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1492759.000000 Penalty: 4662.548340
	Iteration 21Q: 3 clusters Score -1492759 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1492882.000000 Penalty: 4662.548340
	Iteration 22Q: 3 clusters Score -1492882 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1492954.625000 Penalty: 4662.548340
	Iteration 23Q: 3 clusters Score -1492955 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1492997.500000 Penalty: 4662.548340
	Iteration 24Q: 3 clusters Score -1492998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1493030.250000 Penalty: 4662.548340
	Iteration 25Q: 3 clusters Score -1493030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1493051.750000 Penalty: 4662.548340
	Iteration 26Q: 3 clusters Score -1493052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1493067.000000 Penalty: 4662.548340
	Iteration 27Q: 3 clusters Score -1493067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1493082.750000 Penalty: 4662.548340
	Iteration 28Q: 3 clusters Score -1493083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1493089.125000 Penalty: 4662.548340
	Iteration 29Q: 3 clusters Score -1493089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1493101.000000 Penalty: 4662.548340
	Iteration 30Q: 3 clusters Score -1493101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1493110.125000 Penalty: 4662.548340
	Iteration 31Q: 3 clusters Score -1493110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1493116.500000 Penalty: 4662.548340
	Iteration 32Q: 3 clusters Score -1493116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1493122.250000 Penalty: 4662.548340
	Iteration 33Q: 3 clusters Score -1493122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1493126.500000 Penalty: 4662.548340
	Iteration 34Q: 3 clusters Score -1493126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1493125.000000 Penalty: 4662.548340
	Iteration 35Q: 3 clusters Score -1493125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1493128.500000 Penalty: 4662.548340
	Iteration 36Q: 3 clusters Score -1493128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1493128.000000 Penalty: 4662.548340
	Iteration 37Q: 3 clusters Score -1493128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1493128.000000 Penalty: 4662.548340
	Iteration 38F: 3 clusters Score -1493128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -1002089.562500 Penalty: 2248.742188
	Iteration 0F: 2 clusters Score -1002090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -995265.375000 Penalty: 4497.484375
	Iteration 0F: 3 clusters Score -995265.4 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -997206.000000 Penalty: 4497.484375
	Iteration 1F: 3 clusters Score -997206 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -997453.125000 Penalty: 4497.484375
	Iteration 2F: 3 clusters Score -997453.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -997645.625000 Penalty: 4497.484375
	Iteration 3Q: 3 clusters Score -997645.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -997781.937500 Penalty: 4497.484375
	Iteration 4Q: 3 clusters Score -997781.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -997872.250000 Penalty: 4497.484375
	Iteration 5Q: 3 clusters Score -997872.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -997965.875000 Penalty: 4497.484375
	Iteration 6Q: 3 clusters Score -997965.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -998061.875000 Penalty: 4497.484375
	Iteration 7Q: 3 clusters Score -998061.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -998142.562500 Penalty: 4497.484375
	Iteration 8Q: 3 clusters Score -998142.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -998215.000000 Penalty: 4497.484375
	Iteration 9Q: 3 clusters Score -998215 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -998311.625000 Penalty: 4497.484375
	Iteration 10Q: 3 clusters Score -998311.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -998425.812500 Penalty: 4497.484375
	Iteration 11Q: 3 clusters Score -998425.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -998552.500000 Penalty: 4497.484375
	Iteration 12Q: 3 clusters Score -998552.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -998694.125000 Penalty: 4497.484375
	Iteration 13Q: 3 clusters Score -998694.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -998806.312500 Penalty: 4497.484375
	Iteration 14Q: 3 clusters Score -998806.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -998936.250000 Penalty: 4497.484375
	Iteration 15Q: 3 clusters Score -998936.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -999052.375000 Penalty: 4497.484375
	Iteration 16Q: 3 clusters Score -999052.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -999176.500000 Penalty: 4497.484375
	Iteration 17Q: 3 clusters Score -999176.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -999307.812500 Penalty: 4497.484375
	Iteration 18Q: 3 clusters Score -999307.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -999427.937500 Penalty: 4497.484375
	Iteration 19Q: 3 clusters Score -999427.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -999511.750000 Penalty: 4497.484375
	Iteration 20F: 3 clusters Score -999511.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -999599.437500 Penalty: 4497.484375
	Iteration 21Q: 3 clusters Score -999599.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -999675.812500 Penalty: 4497.484375
	Iteration 22Q: 3 clusters Score -999675.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -999754.625000 Penalty: 4497.484375
	Iteration 23Q: 3 clusters Score -999754.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -999841.312500 Penalty: 4497.484375
	Iteration 24Q: 3 clusters Score -999841.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -999911.062500 Penalty: 4497.484375
	Iteration 25Q: 3 clusters Score -999911.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -999977.437500 Penalty: 4497.484375
	Iteration 26Q: 3 clusters Score -999977.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1000033.312500 Penalty: 4497.484375
	Iteration 27Q: 3 clusters Score -1000033 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1000084.875000 Penalty: 4497.484375
	Iteration 28Q: 3 clusters Score -1000085 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1000141.000000 Penalty: 4497.484375
	Iteration 29Q: 3 clusters Score -1000141 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1000187.687500 Penalty: 4497.484375
	Iteration 30Q: 3 clusters Score -1000188 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1000222.687500 Penalty: 4497.484375
	Iteration 31Q: 3 clusters Score -1000223 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1000251.125000 Penalty: 4497.484375
	Iteration 32Q: 3 clusters Score -1000251 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1000280.625000 Penalty: 4497.484375
	Iteration 33Q: 3 clusters Score -1000281 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1000311.312500 Penalty: 4497.484375
	Iteration 34Q: 3 clusters Score -1000311 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1000339.750000 Penalty: 4497.484375
	Iteration 35Q: 3 clusters Score -1000340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1000358.437500 Penalty: 4497.484375
	Iteration 36Q: 3 clusters Score -1000358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1000378.187500 Penalty: 4497.484375
	Iteration 37Q: 3 clusters Score -1000378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1000391.500000 Penalty: 4497.484375
	Iteration 38Q: 3 clusters Score -1000392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1000408.187500 Penalty: 4497.484375
	Iteration 39Q: 3 clusters Score -1000408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1000427.375000 Penalty: 4497.484375
	Iteration 40F: 3 clusters Score -1000427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1000433.937500 Penalty: 4497.484375
	Iteration 41Q: 3 clusters Score -1000434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1000444.062500 Penalty: 4497.484375
	Iteration 42Q: 3 clusters Score -1000444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1000454.812500 Penalty: 4497.484375
	Iteration 43Q: 3 clusters Score -1000455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1000459.687500 Penalty: 4497.484375
	Iteration 44Q: 3 clusters Score -1000460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1000464.625000 Penalty: 4497.484375
	Iteration 45Q: 3 clusters Score -1000465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1000467.625000 Penalty: 4497.484375
	Iteration 46Q: 3 clusters Score -1000468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1000473.937500 Penalty: 4497.484375
	Iteration 47Q: 3 clusters Score -1000474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1000475.687500 Penalty: 4497.484375
	Iteration 48Q: 3 clusters Score -1000476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1000477.437500 Penalty: 4497.484375
	Iteration 49Q: 3 clusters Score -1000477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1000479.000000 Penalty: 4497.484375
	Iteration 50Q: 3 clusters Score -1000479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1000479.875000 Penalty: 4497.484375
	Iteration 51Q: 3 clusters Score -1000480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1000481.000000 Penalty: 4497.484375
	Iteration 52Q: 3 clusters Score -1000481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1000483.125000 Penalty: 4497.484375
	Iteration 53Q: 3 clusters Score -1000483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1000482.000000 Penalty: 4497.484375
	Iteration 54Q: 3 clusters Score -1000482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1000484.500000 Penalty: 4497.484375
	Iteration 55Q: 3 clusters Score -1000484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1000485.062500 Penalty: 4497.484375
	Iteration 56Q: 3 clusters Score -1000485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1000487.062500 Penalty: 4497.484375
	Iteration 57Q: 3 clusters Score -1000487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1000487.000000 Penalty: 4497.484375
	Iteration 58Q: 3 clusters Score -1000487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1000486.125000 Penalty: 4497.484375
	Iteration 59Q: 3 clusters Score -1000486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1000486.125000 Penalty: 4497.484375
	Iteration 60F: 3 clusters Score -1000486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -73267.203125 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -73267.2 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 329 members 
Entering Unmasked Estep 
Score: -71662.507812 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -71662.51 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -71943.960938 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -71943.96 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -72082.500000 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -72082.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -72181.468750 Penalty: 3242.917236
	Iteration 3F: 3 clusters Score -72181.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -72238.460938 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -72238.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -72286.234375 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -72286.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -72321.382812 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -72321.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -72339.023438 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -72339.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -72346.195312 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -72346.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -72352.429688 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -72352.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -72355.960938 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -72355.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -72374.320312 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -72374.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -72375.492188 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -72375.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -72375.492188 Penalty: 3242.917236
	Iteration 13F: 3 clusters Score -72375.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Entering Unmasked Estep 
Score: -672964.375000 Penalty: 2147.914795
	Iteration 0F: 2 clusters Score -672964.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -668017.687500 Penalty: 4295.829590
	Iteration 0F: 3 clusters Score -668017.7 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -669341.500000 Penalty: 4295.829590
	Iteration 1F: 3 clusters Score -669341.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -669719.062500 Penalty: 4295.829590
	Iteration 2F: 3 clusters Score -669719.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -670135.875000 Penalty: 4295.829590
	Iteration 3F: 3 clusters Score -670135.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -670552.062500 Penalty: 4295.829590
	Iteration 4F: 3 clusters Score -670552.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -670943.500000 Penalty: 4295.829590
	Iteration 5F: 3 clusters Score -670943.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -671226.875000 Penalty: 4295.829590
	Iteration 6F: 3 clusters Score -671226.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -671389.750000 Penalty: 4295.829590
	Iteration 7Q: 3 clusters Score -671389.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -671499.250000 Penalty: 4295.829590
	Iteration 8Q: 3 clusters Score -671499.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -671570.875000 Penalty: 4295.829590
	Iteration 9Q: 3 clusters Score -671570.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -671623.000000 Penalty: 4295.829590
	Iteration 10Q: 3 clusters Score -671623 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -671668.187500 Penalty: 4295.829590
	Iteration 11Q: 3 clusters Score -671668.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -671707.125000 Penalty: 4295.829590
	Iteration 12Q: 3 clusters Score -671707.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -671734.000000 Penalty: 4295.829590
	Iteration 13Q: 3 clusters Score -671734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -671751.812500 Penalty: 4295.829590
	Iteration 14Q: 3 clusters Score -671751.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -671767.687500 Penalty: 4295.829590
	Iteration 15Q: 3 clusters Score -671767.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -671777.625000 Penalty: 4295.829590
	Iteration 16Q: 3 clusters Score -671777.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -671787.625000 Penalty: 4295.829590
	Iteration 17Q: 3 clusters Score -671787.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -671797.750000 Penalty: 4295.829590
	Iteration 18Q: 3 clusters Score -671797.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -671805.625000 Penalty: 4295.829590
	Iteration 19Q: 3 clusters Score -671805.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -671810.875000 Penalty: 4295.829590
	Iteration 20F: 3 clusters Score -671810.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -671815.250000 Penalty: 4295.829590
	Iteration 21Q: 3 clusters Score -671815.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -671819.375000 Penalty: 4295.829590
	Iteration 22Q: 3 clusters Score -671819.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -671826.437500 Penalty: 4295.829590
	Iteration 23Q: 3 clusters Score -671826.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -671828.937500 Penalty: 4295.829590
	Iteration 24Q: 3 clusters Score -671828.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -671831.750000 Penalty: 4295.829590
	Iteration 25Q: 3 clusters Score -671831.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -671831.812500 Penalty: 4295.829590
	Iteration 26Q: 3 clusters Score -671831.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -671834.687500 Penalty: 4295.829590
	Iteration 27Q: 3 clusters Score -671834.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -671837.187500 Penalty: 4295.829590
	Iteration 28Q: 3 clusters Score -671837.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -671840.187500 Penalty: 4295.829590
	Iteration 29Q: 3 clusters Score -671840.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -671843.562500 Penalty: 4295.829590
	Iteration 30Q: 3 clusters Score -671843.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -671849.750000 Penalty: 4295.829590
	Iteration 31Q: 3 clusters Score -671849.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -671852.812500 Penalty: 4295.829590
	Iteration 32Q: 3 clusters Score -671852.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -671854.687500 Penalty: 4295.829590
	Iteration 33Q: 3 clusters Score -671854.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -671856.812500 Penalty: 4295.829590
	Iteration 34Q: 3 clusters Score -671856.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -671857.437500 Penalty: 4295.829590
	Iteration 35Q: 3 clusters Score -671857.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -671856.562500 Penalty: 4295.829590
	Iteration 36Q: 3 clusters Score -671856.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -671856.562500 Penalty: 4295.829590
	Iteration 37F: 3 clusters Score -671856.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Entering Unmasked Estep 
Score: -2271744.750000 Penalty: 2439.622559
	Iteration 0F: 2 clusters Score -2271745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2258510.500000 Penalty: 4879.245117
	Iteration 0F: 3 clusters Score -2258510 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2262876.250000 Penalty: 4879.245117
	Iteration 1F: 3 clusters Score -2262876 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2263477.750000 Penalty: 4879.245117
	Iteration 2F: 3 clusters Score -2263478 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2264174.750000 Penalty: 4879.245117
	Iteration 3F: 3 clusters Score -2264175 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2264940.750000 Penalty: 4879.245117
	Iteration 4F: 3 clusters Score -2264941 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2265673.750000 Penalty: 4879.245117
	Iteration 5F: 3 clusters Score -2265674 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2266385.000000 Penalty: 4879.245117
	Iteration 6F: 3 clusters Score -2266385 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2267078.000000 Penalty: 4879.245117
	Iteration 7F: 3 clusters Score -2267078 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2267717.500000 Penalty: 4879.245117
	Iteration 8Q: 3 clusters Score -2267718 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2268314.250000 Penalty: 4879.245117
	Iteration 9Q: 3 clusters Score -2268314 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2268811.500000 Penalty: 4879.245117
	Iteration 10Q: 3 clusters Score -2268812 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2269200.000000 Penalty: 4879.245117
	Iteration 11Q: 3 clusters Score -2269200 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2269516.250000 Penalty: 4879.245117
	Iteration 12Q: 3 clusters Score -2269516 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2269759.000000 Penalty: 4879.245117
	Iteration 13Q: 3 clusters Score -2269759 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2269939.500000 Penalty: 4879.245117
	Iteration 14Q: 3 clusters Score -2269940 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2270066.000000 Penalty: 4879.245117
	Iteration 15Q: 3 clusters Score -2270066 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2270176.750000 Penalty: 4879.245117
	Iteration 16Q: 3 clusters Score -2270177 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2270274.250000 Penalty: 4879.245117
	Iteration 17Q: 3 clusters Score -2270274 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2270358.000000 Penalty: 4879.245117
	Iteration 18Q: 3 clusters Score -2270358 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2270451.250000 Penalty: 4879.245117
	Iteration 19Q: 3 clusters Score -2270451 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2270497.000000 Penalty: 4879.245117
	Iteration 20F: 3 clusters Score -2270497 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2270545.750000 Penalty: 4879.245117
	Iteration 21Q: 3 clusters Score -2270546 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2270582.000000 Penalty: 4879.245117
	Iteration 22Q: 3 clusters Score -2270582 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2270621.000000 Penalty: 4879.245117
	Iteration 23Q: 3 clusters Score -2270621 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2270641.250000 Penalty: 4879.245117
	Iteration 24Q: 3 clusters Score -2270641 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2270677.250000 Penalty: 4879.245117
	Iteration 25Q: 3 clusters Score -2270677 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2270701.250000 Penalty: 4879.245117
	Iteration 26Q: 3 clusters Score -2270701 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2270726.000000 Penalty: 4879.245117
	Iteration 27Q: 3 clusters Score -2270726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2270744.500000 Penalty: 4879.245117
	Iteration 28Q: 3 clusters Score -2270744 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2270757.750000 Penalty: 4879.245117
	Iteration 29Q: 3 clusters Score -2270758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2270771.500000 Penalty: 4879.245117
	Iteration 30Q: 3 clusters Score -2270772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2270783.750000 Penalty: 4879.245117
	Iteration 31Q: 3 clusters Score -2270784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2270804.750000 Penalty: 4879.245117
	Iteration 32Q: 3 clusters Score -2270805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2270821.000000 Penalty: 4879.245117
	Iteration 33Q: 3 clusters Score -2270821 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2270846.250000 Penalty: 4879.245117
	Iteration 34Q: 3 clusters Score -2270846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2270856.500000 Penalty: 4879.245117
	Iteration 35Q: 3 clusters Score -2270856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2270874.750000 Penalty: 4879.245117
	Iteration 36Q: 3 clusters Score -2270875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2270899.250000 Penalty: 4879.245117
	Iteration 37Q: 3 clusters Score -2270899 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2270954.750000 Penalty: 4879.245117
	Iteration 38Q: 3 clusters Score -2270955 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2271100.250000 Penalty: 4879.245117
	Iteration 39Q: 3 clusters Score -2271100 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2271338.250000 Penalty: 4879.245117
	Iteration 40F: 3 clusters Score -2271338 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2271413.250000 Penalty: 4879.245117
	Iteration 41Q: 3 clusters Score -2271413 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2271432.500000 Penalty: 4879.245117
	Iteration 42Q: 3 clusters Score -2271432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2271440.750000 Penalty: 4879.245117
	Iteration 43Q: 3 clusters Score -2271441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2271441.250000 Penalty: 4879.245117
	Iteration 44Q: 3 clusters Score -2271441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2271446.000000 Penalty: 4879.245117
	Iteration 45Q: 3 clusters Score -2271446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2271444.500000 Penalty: 4879.245117
	Iteration 46Q: 3 clusters Score -2271444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2271442.750000 Penalty: 4879.245117
	Iteration 47Q: 3 clusters Score -2271443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2271442.750000 Penalty: 4879.245117
	Iteration 48F: 3 clusters Score -2271443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Entering Unmasked Estep 
Score: -4616687.500000 Penalty: 2612.976318
	Iteration 0F: 2 clusters Score -4616688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -4591225.500000 Penalty: 5225.952637
	Iteration 0F: 3 clusters Score -4591226 nChanged 17076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -4600411.000000 Penalty: 5225.952637
	Iteration 1F: 3 clusters Score -4600411 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -4600920.500000 Penalty: 5225.952637
	Iteration 2Q: 3 clusters Score -4600920 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -4601521.500000 Penalty: 5225.952637
	Iteration 3Q: 3 clusters Score -4601522 nChanged 1708
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -4602272 nChanged 1851
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Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -4603182 nChanged 2000
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Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -4604150 nChanged 2046
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Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4605197 nChanged 1934
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Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -4606091 nChanged 1781
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Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4606791 nChanged 1423
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Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4607244 nChanged 1168
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Mstep: Class 2 contains 17932 members 
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	Iteration 11Q: 3 clusters Score -4607590 nChanged 990
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Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4607817 nChanged 756
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Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4607954 nChanged 579
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Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4608054 nChanged 455
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Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4608135 nChanged 383
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Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4608164 nChanged 277
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Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4608206 nChanged 230
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Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4608217 nChanged 206
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Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4608249 nChanged 192
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Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4608259 nChanged 183
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Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4608273 nChanged 188
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Mstep: Class 1 contains 18955 members 
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Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4608292 nChanged 197
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Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4608311 nChanged 208
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Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4608341 nChanged 216
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Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4608364 nChanged 223
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Mstep: Class 2 contains 19481 members 
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	Iteration 26Q: 3 clusters Score -4608376 nChanged 247
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Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4608416 nChanged 283
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Mstep: Class 2 contains 19989 members 
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	Iteration 28Q: 3 clusters Score -4608453 nChanged 303
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4608514 nChanged 329
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Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4608571 nChanged 418
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4608622 nChanged 516
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	Iteration 32Q: 3 clusters Score -4608738 nChanged 630
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	Iteration 33Q: 3 clusters Score -4608878 nChanged 742
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	Iteration 34Q: 3 clusters Score -4609068 nChanged 864
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Mstep: Class 2 contains 23771 members 
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	Iteration 35Q: 3 clusters Score -4609317 nChanged 999
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	Iteration 36Q: 3 clusters Score -4609662 nChanged 1121
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	Iteration 37Q: 3 clusters Score -4610096 nChanged 1198
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	Iteration 38Q: 3 clusters Score -4610554 nChanged 1283
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	Iteration 39Q: 3 clusters Score -4611108 nChanged 1274
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	Iteration 40F: 3 clusters Score -4611698 nChanged 1209
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	Iteration 41Q: 3 clusters Score -4612276 nChanged 1133
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Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 31978 members 
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	Iteration 42Q: 3 clusters Score -4612833 nChanged 980
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Mstep: Class 2 contains 32956 members 
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	Iteration 43Q: 3 clusters Score -4613321 nChanged 768
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Mstep: Class 1 contains 3932 members 
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	Iteration 44Q: 3 clusters Score -4613670 nChanged 626
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	Iteration 45Q: 3 clusters Score -4613944 nChanged 486
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	Iteration 46Q: 3 clusters Score -4614166 nChanged 381
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	Iteration 47Q: 3 clusters Score -4614328 nChanged 279
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	Iteration 48Q: 3 clusters Score -4614446 nChanged 235
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Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 35703 members 
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	Iteration 49Q: 3 clusters Score -4614538 nChanged 165
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	Iteration 50Q: 3 clusters Score -4614603 nChanged 113
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	Iteration 51Q: 3 clusters Score -4614660 nChanged 111
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	Iteration 52Q: 3 clusters Score -4614696 nChanged 76
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Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 36146 members 
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	Iteration 53Q: 3 clusters Score -4614717 nChanged 50
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Mstep: Class 1 contains 1468 members 
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	Iteration 54Q: 3 clusters Score -4614734 nChanged 50
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Mstep: Class 1 contains 1430 members 
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	Iteration 55Q: 3 clusters Score -4614749 nChanged 40
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Mstep: Class 1 contains 1394 members 
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	Iteration 56Q: 3 clusters Score -4614766 nChanged 33
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	Iteration 57Q: 3 clusters Score -4614775 nChanged 27
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	Iteration 58Q: 3 clusters Score -4614784 nChanged 21
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	Iteration 59Q: 3 clusters Score -4614796 nChanged 22
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4614802 nChanged 16
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Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 36363 members 
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	Iteration 61Q: 3 clusters Score -4614803 nChanged 14
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Mstep: Class 1 contains 1277 members 
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	Iteration 62Q: 3 clusters Score -4614811 nChanged 15
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Mstep: Class 1 contains 1262 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4614828 nChanged 19
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	Iteration 64Q: 3 clusters Score -4614823 nChanged 19
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	Iteration 65Q: 3 clusters Score -4614837 nChanged 18
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	Iteration 66Q: 3 clusters Score -4614836 nChanged 13
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4614833 nChanged 11
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4614830 nChanged 7
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4614836 nChanged 5
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4614838 nChanged 3
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4614832 nChanged 3
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	Iteration 72Q: 3 clusters Score -4614838 nChanged 4
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	Iteration 73Q: 3 clusters Score -4614844 nChanged 2
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4614840 nChanged 2
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	Iteration 75Q: 3 clusters Score -4614845 nChanged 4
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	Iteration 76Q: 3 clusters Score -4614849 nChanged 5
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	Iteration 77Q: 3 clusters Score -4614854 nChanged 4
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	Iteration 78Q: 3 clusters Score -4614850 nChanged 3
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	Iteration 79Q: 3 clusters Score -4614848 nChanged 4
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	Iteration 80F: 3 clusters Score -4614854 nChanged 8
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	Iteration 81Q: 3 clusters Score -4614850 nChanged 9
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	Iteration 82Q: 3 clusters Score -4614859 nChanged 5
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	Iteration 83Q: 3 clusters Score -4614857 nChanged 6
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	Iteration 84Q: 3 clusters Score -4614854 nChanged 2
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	Iteration 85Q: 3 clusters Score -4614853 nChanged 4
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	Iteration 86Q: 3 clusters Score -4614850 nChanged 5
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	Iteration 87Q: 3 clusters Score -4614854 nChanged 8
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	Iteration 88Q: 3 clusters Score -4614858 nChanged 4
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	Iteration 89Q: 3 clusters Score -4614859 nChanged 5
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	Iteration 90Q: 3 clusters Score -4614859 nChanged 4
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	Iteration 91Q: 3 clusters Score -4614864 nChanged 5
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	Iteration 92Q: 3 clusters Score -4614868 nChanged 5
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	Iteration 93Q: 3 clusters Score -4614870 nChanged 7
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	Iteration 94Q: 3 clusters Score -4614861 nChanged 3
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	Iteration 95Q: 3 clusters Score -4614865 nChanged 3
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	Iteration 96Q: 3 clusters Score -4614866 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -4614867.000000 Penalty: 5225.952637
	Iteration 97Q: 3 clusters Score -4614867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -4614867.000000 Penalty: 5225.952637
	Iteration 98F: 3 clusters Score -4614867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Entering Unmasked Estep 
Score: -875811.000000 Penalty: 2220.823242
	Iteration 0F: 2 clusters Score -875811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -869664.000000 Penalty: 4441.646484
	Iteration 0F: 3 clusters Score -869664 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -871299.062500 Penalty: 4441.646484
	Iteration 1F: 3 clusters Score -871299.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -871576.062500 Penalty: 4441.646484
	Iteration 2F: 3 clusters Score -871576.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -871814.312500 Penalty: 4441.646484
	Iteration 3F: 3 clusters Score -871814.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -872013.625000 Penalty: 4441.646484
	Iteration 4Q: 3 clusters Score -872013.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -872192.125000 Penalty: 4441.646484
	Iteration 5Q: 3 clusters Score -872192.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -872352.125000 Penalty: 4441.646484
	Iteration 6Q: 3 clusters Score -872352.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -872492.687500 Penalty: 4441.646484
	Iteration 7Q: 3 clusters Score -872492.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -872602.500000 Penalty: 4441.646484
	Iteration 8Q: 3 clusters Score -872602.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -872693.500000 Penalty: 4441.646484
	Iteration 9Q: 3 clusters Score -872693.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -872772.187500 Penalty: 4441.646484
	Iteration 10Q: 3 clusters Score -872772.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -872849.437500 Penalty: 4441.646484
	Iteration 11Q: 3 clusters Score -872849.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -872923.375000 Penalty: 4441.646484
	Iteration 12Q: 3 clusters Score -872923.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -872994.000000 Penalty: 4441.646484
	Iteration 13Q: 3 clusters Score -872994 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -873063.125000 Penalty: 4441.646484
	Iteration 14Q: 3 clusters Score -873063.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -873128.312500 Penalty: 4441.646484
	Iteration 15Q: 3 clusters Score -873128.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -873192.937500 Penalty: 4441.646484
	Iteration 16Q: 3 clusters Score -873192.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -873258.375000 Penalty: 4441.646484
	Iteration 17Q: 3 clusters Score -873258.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -873305.812500 Penalty: 4441.646484
	Iteration 18Q: 3 clusters Score -873305.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -873352.937500 Penalty: 4441.646484
	Iteration 19Q: 3 clusters Score -873352.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -873394.437500 Penalty: 4441.646484
	Iteration 20F: 3 clusters Score -873394.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -873424.875000 Penalty: 4441.646484
	Iteration 21Q: 3 clusters Score -873424.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -873452.937500 Penalty: 4441.646484
	Iteration 22Q: 3 clusters Score -873452.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -873472.687500 Penalty: 4441.646484
	Iteration 23Q: 3 clusters Score -873472.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -873495.625000 Penalty: 4441.646484
	Iteration 24Q: 3 clusters Score -873495.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -873514.500000 Penalty: 4441.646484
	Iteration 25Q: 3 clusters Score -873514.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -873535.250000 Penalty: 4441.646484
	Iteration 26Q: 3 clusters Score -873535.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -873559.062500 Penalty: 4441.646484
	Iteration 27Q: 3 clusters Score -873559.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -873584.187500 Penalty: 4441.646484
	Iteration 28Q: 3 clusters Score -873584.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -873600.062500 Penalty: 4441.646484
	Iteration 29Q: 3 clusters Score -873600.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -873612.000000 Penalty: 4441.646484
	Iteration 30Q: 3 clusters Score -873612 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -873622.062500 Penalty: 4441.646484
	Iteration 31Q: 3 clusters Score -873622.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -873635.187500 Penalty: 4441.646484
	Iteration 32Q: 3 clusters Score -873635.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -873646.062500 Penalty: 4441.646484
	Iteration 33Q: 3 clusters Score -873646.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -873652.875000 Penalty: 4441.646484
	Iteration 34Q: 3 clusters Score -873652.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -873658.875000 Penalty: 4441.646484
	Iteration 35Q: 3 clusters Score -873658.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -873663.500000 Penalty: 4441.646484
	Iteration 36Q: 3 clusters Score -873663.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -873667.437500 Penalty: 4441.646484
	Iteration 37Q: 3 clusters Score -873667.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -873674.875000 Penalty: 4441.646484
	Iteration 38Q: 3 clusters Score -873674.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -873675.687500 Penalty: 4441.646484
	Iteration 39Q: 3 clusters Score -873675.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -873679.062500 Penalty: 4441.646484
	Iteration 40F: 3 clusters Score -873679.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -873682.937500 Penalty: 4441.646484
	Iteration 41Q: 3 clusters Score -873682.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -873686.937500 Penalty: 4441.646484
	Iteration 42Q: 3 clusters Score -873686.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -873688.375000 Penalty: 4441.646484
	Iteration 43Q: 3 clusters Score -873688.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -873689.250000 Penalty: 4441.646484
	Iteration 44Q: 3 clusters Score -873689.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -873690.312500 Penalty: 4441.646484
	Iteration 45Q: 3 clusters Score -873690.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -873689.000000 Penalty: 4441.646484
	Iteration 46Q: 3 clusters Score -873689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -873689.000000 Penalty: 4441.646484
	Iteration 47F: 3 clusters Score -873689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (201075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201075 members 
Entering Unmasked Estep 
Score: -24713476.000000 Penalty: 3028.435547
	Iteration 0F: 2 clusters Score -2.471348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100873 members 
Mstep: Class 2 contains 100202 members 
Entering Unmasked Estep 
Score: -24588558.000000 Penalty: 6056.871094
	Iteration 0F: 3 clusters Score -2.458856e+07 nChanged 96635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109070 members 
Mstep: Class 2 contains 92005 members 
Entering Unmasked Estep 
Score: -24647020.000000 Penalty: 6056.871094
	Iteration 1F: 3 clusters Score -2.464702e+07 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114441 members 
Mstep: Class 2 contains 86634 members 
Entering Unmasked Estep 
Score: -24650948.000000 Penalty: 6056.871094
	Iteration 2Q: 3 clusters Score -2.465095e+07 nChanged 12261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122486 members 
Mstep: Class 2 contains 78589 members 
Entering Unmasked Estep 
Score: -24658506.000000 Penalty: 6056.871094
	Iteration 3F: 3 clusters Score -2.465851e+07 nChanged 15103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133179 members 
Mstep: Class 2 contains 67896 members 
Entering Unmasked Estep 
Score: -24668852.000000 Penalty: 6056.871094
	Iteration 4F: 3 clusters Score -2.466885e+07 nChanged 15879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144956 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
Score: -24680714.000000 Penalty: 6056.871094
	Iteration 5F: 3 clusters Score -2.468071e+07 nChanged 13939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155859 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -24690650.000000 Penalty: 6056.871094
	Iteration 6F: 3 clusters Score -2.469065e+07 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165003 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -24698430.000000 Penalty: 6056.871094
	Iteration 7F: 3 clusters Score -2.469843e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171757 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -24704978.000000 Penalty: 6056.871094
	Iteration 8Q: 3 clusters Score -2.470498e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175907 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -24709584.000000 Penalty: 6056.871094
	Iteration 9Q: 3 clusters Score -2.470958e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178043 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -24712194.000000 Penalty: 6056.871094
	Iteration 10Q: 3 clusters Score -2.471219e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179535 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -24713304.000000 Penalty: 6056.871094
	Iteration 11Q: 3 clusters Score -2.47133e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180783 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -24713794.000000 Penalty: 6056.871094
	Iteration 12Q: 3 clusters Score -2.471379e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181784 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -24714134.000000 Penalty: 6056.871094
	Iteration 13Q: 3 clusters Score -2.471413e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182614 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -24714442.000000 Penalty: 6056.871094
	Iteration 14Q: 3 clusters Score -2.471444e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183313 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -24714554.000000 Penalty: 6056.871094
	Iteration 15Q: 3 clusters Score -2.471455e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183855 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -24714654.000000 Penalty: 6056.871094
	Iteration 16Q: 3 clusters Score -2.471465e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184300 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -24714616.000000 Penalty: 6056.871094
	Iteration 17Q: 3 clusters Score -2.471462e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184666 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -24714640.000000 Penalty: 6056.871094
	Iteration 18Q: 3 clusters Score -2.471464e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184904 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -24714652.000000 Penalty: 6056.871094
	Iteration 19Q: 3 clusters Score -2.471465e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185067 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -24714604.000000 Penalty: 6056.871094
	Iteration 20F: 3 clusters Score -2.47146e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185222 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -24714504.000000 Penalty: 6056.871094
	Iteration 21Q: 3 clusters Score -2.47145e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185373 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -24714468.000000 Penalty: 6056.871094
	Iteration 22Q: 3 clusters Score -2.471447e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185500 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -24714444.000000 Penalty: 6056.871094
	Iteration 23Q: 3 clusters Score -2.471444e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185590 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -24714388.000000 Penalty: 6056.871094
	Iteration 24Q: 3 clusters Score -2.471439e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185666 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -24714350.000000 Penalty: 6056.871094
	Iteration 25Q: 3 clusters Score -2.471435e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185724 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -24714294.000000 Penalty: 6056.871094
	Iteration 26Q: 3 clusters Score -2.471429e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185752 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -24714324.000000 Penalty: 6056.871094
	Iteration 27Q: 3 clusters Score -2.471432e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185776 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -24714316.000000 Penalty: 6056.871094
	Iteration 28Q: 3 clusters Score -2.471432e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185802 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -24714296.000000 Penalty: 6056.871094
	Iteration 29Q: 3 clusters Score -2.47143e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185828 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -24714280.000000 Penalty: 6056.871094
	Iteration 30Q: 3 clusters Score -2.471428e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185857 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -24714306.000000 Penalty: 6056.871094
	Iteration 31Q: 3 clusters Score -2.471431e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185873 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -24714286.000000 Penalty: 6056.871094
	Iteration 32Q: 3 clusters Score -2.471429e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185895 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -24714292.000000 Penalty: 6056.871094
	Iteration 33Q: 3 clusters Score -2.471429e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185912 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -24714296.000000 Penalty: 6056.871094
	Iteration 34Q: 3 clusters Score -2.47143e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185931 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -24714306.000000 Penalty: 6056.871094
	Iteration 35Q: 3 clusters Score -2.471431e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185948 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -24714286.000000 Penalty: 6056.871094
	Iteration 36Q: 3 clusters Score -2.471429e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185966 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -24714286.000000 Penalty: 6056.871094
	Iteration 37Q: 3 clusters Score -2.471429e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185978 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -24714292.000000 Penalty: 6056.871094
	Iteration 38Q: 3 clusters Score -2.471429e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185998 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -24714288.000000 Penalty: 6056.871094
	Iteration 39Q: 3 clusters Score -2.471429e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186016 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -24714298.000000 Penalty: 6056.871094
	Iteration 40F: 3 clusters Score -2.47143e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186027 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -24714320.000000 Penalty: 6056.871094
	Iteration 41Q: 3 clusters Score -2.471432e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186038 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -24714298.000000 Penalty: 6056.871094
	Iteration 42Q: 3 clusters Score -2.47143e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186042 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -24714288.000000 Penalty: 6056.871094
	Iteration 43Q: 3 clusters Score -2.471429e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186051 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -24714274.000000 Penalty: 6056.871094
	Iteration 44Q: 3 clusters Score -2.471427e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186054 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -24714286.000000 Penalty: 6056.871094
	Iteration 45Q: 3 clusters Score -2.471429e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186055 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -24714300.000000 Penalty: 6056.871094
	Iteration 46Q: 3 clusters Score -2.47143e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186058 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -24714292.000000 Penalty: 6056.871094
	Iteration 47Q: 3 clusters Score -2.471429e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186060 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -24714280.000000 Penalty: 6056.871094
	Iteration 48Q: 3 clusters Score -2.471428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186061 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -24714278.000000 Penalty: 6056.871094
	Iteration 49Q: 3 clusters Score -2.471428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186057 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -24714300.000000 Penalty: 6056.871094
	Iteration 50Q: 3 clusters Score -2.47143e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186057 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -24714294.000000 Penalty: 6056.871094
	Iteration 51Q: 3 clusters Score -2.471429e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186060 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -24714274.000000 Penalty: 6056.871094
	Iteration 52Q: 3 clusters Score -2.471427e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186063 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -24714258.000000 Penalty: 6056.871094
	Iteration 53Q: 3 clusters Score -2.471426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186065 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -24714244.000000 Penalty: 6056.871094
	Iteration 54Q: 3 clusters Score -2.471424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186067 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -24714248.000000 Penalty: 6056.871094
	Iteration 55Q: 3 clusters Score -2.471425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186070 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -24714250.000000 Penalty: 6056.871094
	Iteration 56Q: 3 clusters Score -2.471425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186071 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -24714248.000000 Penalty: 6056.871094
	Iteration 57Q: 3 clusters Score -2.471425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186071 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -24714240.000000 Penalty: 6056.871094
	Iteration 58Q: 3 clusters Score -2.471424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186072 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -24714256.000000 Penalty: 6056.871094
	Iteration 59Q: 3 clusters Score -2.471426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186073 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -24714252.000000 Penalty: 6056.871094
	Iteration 60F: 3 clusters Score -2.471425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 126704 members 
Mstep: Class 2 contains 67659 members 
Mstep: Class 3 contains 16908 members 
Mstep: Class 4 contains 30759 members 
Mstep: Class 5 contains 12092 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 691 members 
Mstep: Class 8 contains 5773 members 
Mstep: Class 9 contains 18717 members 
Mstep: Class 10 contains 37654 members 
Mstep: Class 11 contains 7746 members 
Mstep: Class 12 contains 186073 members 
Mstep: Class 13 contains 9621 members 
Mstep: Class 14 contains 101479 members 
Mstep: Class 15 contains 25824 members 
Mstep: Class 16 contains 30386 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126562 members 
Mstep: Class 19 contains 20478 members 
Mstep: Class 20 contains 9639 members 
Mstep: Class 21 contains 228785 members 
Mstep: Class 22 contains 55195 members 
Mstep: Class 23 contains 24779 members 
Mstep: Class 24 contains 155261 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7493 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 15002 members 
Entering Unmasked Estep 
Score: -158461472.000000 Penalty: 101426.492188
Splitting cluster 12 changes total score from -158461344.000000 to -158461472.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (9621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Entering Unmasked Estep 
Score: -1123013.125000 Penalty: 2274.582520
	Iteration 0F: 2 clusters Score -1123013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1115508.250000 Penalty: 4549.165039
	Iteration 0F: 3 clusters Score -1115508 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1117697.625000 Penalty: 4549.165039
	Iteration 1F: 3 clusters Score -1117698 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1118017.125000 Penalty: 4549.165039
	Iteration 2F: 3 clusters Score -1118017 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1118241.875000 Penalty: 4549.165039
	Iteration 3F: 3 clusters Score -1118242 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1118400.625000 Penalty: 4549.165039
	Iteration 4Q: 3 clusters Score -1118401 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1118546.375000 Penalty: 4549.165039
	Iteration 5Q: 3 clusters Score -1118546 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1118689.625000 Penalty: 4549.165039
	Iteration 6Q: 3 clusters Score -1118690 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1118845.750000 Penalty: 4549.165039
	Iteration 7Q: 3 clusters Score -1118846 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1118986.875000 Penalty: 4549.165039
	Iteration 8Q: 3 clusters Score -1118987 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1119155.500000 Penalty: 4549.165039
	Iteration 9Q: 3 clusters Score -1119156 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1119358.000000 Penalty: 4549.165039
	Iteration 10Q: 3 clusters Score -1119358 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1119559.250000 Penalty: 4549.165039
	Iteration 11Q: 3 clusters Score -1119559 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1119748.750000 Penalty: 4549.165039
	Iteration 12Q: 3 clusters Score -1119749 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1119920.000000 Penalty: 4549.165039
	Iteration 13Q: 3 clusters Score -1119920 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1120063.375000 Penalty: 4549.165039
	Iteration 14Q: 3 clusters Score -1120063 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1120189.875000 Penalty: 4549.165039
	Iteration 15Q: 3 clusters Score -1120190 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1120305.500000 Penalty: 4549.165039
	Iteration 16Q: 3 clusters Score -1120306 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1120416.250000 Penalty: 4549.165039
	Iteration 17Q: 3 clusters Score -1120416 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1120518.500000 Penalty: 4549.165039
	Iteration 18Q: 3 clusters Score -1120518 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1120632.000000 Penalty: 4549.165039
	Iteration 19Q: 3 clusters Score -1120632 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1120718.000000 Penalty: 4549.165039
	Iteration 20F: 3 clusters Score -1120718 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1120784.375000 Penalty: 4549.165039
	Iteration 21Q: 3 clusters Score -1120784 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1120838.250000 Penalty: 4549.165039
	Iteration 22Q: 3 clusters Score -1120838 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1120894.875000 Penalty: 4549.165039
	Iteration 23Q: 3 clusters Score -1120895 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1120939.250000 Penalty: 4549.165039
	Iteration 24Q: 3 clusters Score -1120939 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1120966.500000 Penalty: 4549.165039
	Iteration 25Q: 3 clusters Score -1120966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1120987.250000 Penalty: 4549.165039
	Iteration 26Q: 3 clusters Score -1120987 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1121006.125000 Penalty: 4549.165039
	Iteration 27Q: 3 clusters Score -1121006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1121017.375000 Penalty: 4549.165039
	Iteration 28Q: 3 clusters Score -1121017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1121023.750000 Penalty: 4549.165039
	Iteration 29Q: 3 clusters Score -1121024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1121027.500000 Penalty: 4549.165039
	Iteration 30Q: 3 clusters Score -1121028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1121031.625000 Penalty: 4549.165039
	Iteration 31Q: 3 clusters Score -1121032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1121034.875000 Penalty: 4549.165039
	Iteration 32Q: 3 clusters Score -1121035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1121039.875000 Penalty: 4549.165039
	Iteration 33Q: 3 clusters Score -1121040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1121043.250000 Penalty: 4549.165039
	Iteration 34Q: 3 clusters Score -1121043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1121048.750000 Penalty: 4549.165039
	Iteration 35Q: 3 clusters Score -1121049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1121049.750000 Penalty: 4549.165039
	Iteration 36Q: 3 clusters Score -1121050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1121052.125000 Penalty: 4549.165039
	Iteration 37Q: 3 clusters Score -1121052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1121054.875000 Penalty: 4549.165039
	Iteration 38Q: 3 clusters Score -1121055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1121053.500000 Penalty: 4549.165039
	Iteration 39Q: 3 clusters Score -1121054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1121054.250000 Penalty: 4549.165039
	Iteration 40F: 3 clusters Score -1121054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (101479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101479 members 
Entering Unmasked Estep 
Score: -12391026.000000 Penalty: 2858.846436
	Iteration 0F: 2 clusters Score -1.239103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
Score: -12323244.000000 Penalty: 5717.692871
	Iteration 0F: 3 clusters Score -1.232324e+07 nChanged 48163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51465 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -12350665.000000 Penalty: 5717.692871
	Iteration 1F: 3 clusters Score -1.235066e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51627 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -12351772.000000 Penalty: 5717.692871
	Iteration 2Q: 3 clusters Score -1.235177e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -12353035.000000 Penalty: 5717.692871
	Iteration 3Q: 3 clusters Score -1.235304e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -12354686.000000 Penalty: 5717.692871
	Iteration 4Q: 3 clusters Score -1.235469e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -12356717.000000 Penalty: 5717.692871
	Iteration 5Q: 3 clusters Score -1.235672e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53049 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
Score: -12359176.000000 Penalty: 5717.692871
	Iteration 6F: 3 clusters Score -1.235918e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -12361851.000000 Penalty: 5717.692871
	Iteration 7F: 3 clusters Score -1.236185e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -12364331.000000 Penalty: 5717.692871
	Iteration 8F: 3 clusters Score -1.236433e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57358 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -12366551.000000 Penalty: 5717.692871
	Iteration 9Q: 3 clusters Score -1.236655e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59468 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -12368442.000000 Penalty: 5717.692871
	Iteration 10Q: 3 clusters Score -1.236844e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61807 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -12370252.000000 Penalty: 5717.692871
	Iteration 11Q: 3 clusters Score -1.237025e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64179 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -12371955.000000 Penalty: 5717.692871
	Iteration 12Q: 3 clusters Score -1.237196e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66541 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -12373526.000000 Penalty: 5717.692871
	Iteration 13Q: 3 clusters Score -1.237353e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68847 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -12374621.000000 Penalty: 5717.692871
	Iteration 14Q: 3 clusters Score -1.237462e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70955 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -12375566.000000 Penalty: 5717.692871
	Iteration 15Q: 3 clusters Score -1.237557e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73040 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -12376424.000000 Penalty: 5717.692871
	Iteration 16Q: 3 clusters Score -1.237642e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75081 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -12377187.000000 Penalty: 5717.692871
	Iteration 17Q: 3 clusters Score -1.237719e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77094 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -12377878.000000 Penalty: 5717.692871
	Iteration 18Q: 3 clusters Score -1.237788e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79115 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -12378562.000000 Penalty: 5717.692871
	Iteration 19Q: 3 clusters Score -1.237856e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81113 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -12379287.000000 Penalty: 5717.692871
	Iteration 20F: 3 clusters Score -1.237929e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83107 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -12380031.000000 Penalty: 5717.692871
	Iteration 21Q: 3 clusters Score -1.238003e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85080 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -12380781.000000 Penalty: 5717.692871
	Iteration 22Q: 3 clusters Score -1.238078e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87023 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -12381637.000000 Penalty: 5717.692871
	Iteration 23Q: 3 clusters Score -1.238164e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88849 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -12382526.000000 Penalty: 5717.692871
	Iteration 24Q: 3 clusters Score -1.238253e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90637 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -12383293.000000 Penalty: 5717.692871
	Iteration 25Q: 3 clusters Score -1.238329e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92279 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -12384182.000000 Penalty: 5717.692871
	Iteration 26Q: 3 clusters Score -1.238418e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93775 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -12384946.000000 Penalty: 5717.692871
	Iteration 27Q: 3 clusters Score -1.238495e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95118 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -12385674.000000 Penalty: 5717.692871
	Iteration 28Q: 3 clusters Score -1.238567e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96249 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -12386277.000000 Penalty: 5717.692871
	Iteration 29Q: 3 clusters Score -1.238628e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97183 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -12386799.000000 Penalty: 5717.692871
	Iteration 30Q: 3 clusters Score -1.23868e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97910 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -12387247.000000 Penalty: 5717.692871
	Iteration 31Q: 3 clusters Score -1.238725e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98485 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -12387519.000000 Penalty: 5717.692871
	Iteration 32Q: 3 clusters Score -1.238752e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98955 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -12387730.000000 Penalty: 5717.692871
	Iteration 33Q: 3 clusters Score -1.238773e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99315 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -12387906.000000 Penalty: 5717.692871
	Iteration 34Q: 3 clusters Score -1.238791e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99585 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -12388099.000000 Penalty: 5717.692871
	Iteration 35Q: 3 clusters Score -1.23881e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99797 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -12388216.000000 Penalty: 5717.692871
	Iteration 36Q: 3 clusters Score -1.238822e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99957 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -12388308.000000 Penalty: 5717.692871
	Iteration 37Q: 3 clusters Score -1.238831e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100067 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -12388384.000000 Penalty: 5717.692871
	Iteration 38Q: 3 clusters Score -1.238838e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100161 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -12388460.000000 Penalty: 5717.692871
	Iteration 39Q: 3 clusters Score -1.238846e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100230 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -12388491.000000 Penalty: 5717.692871
	Iteration 40F: 3 clusters Score -1.238849e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100278 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -12388536.000000 Penalty: 5717.692871
	Iteration 41Q: 3 clusters Score -1.238854e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100329 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -12388550.000000 Penalty: 5717.692871
	Iteration 42Q: 3 clusters Score -1.238855e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100360 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -12388568.000000 Penalty: 5717.692871
	Iteration 43Q: 3 clusters Score -1.238857e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100385 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -12388575.000000 Penalty: 5717.692871
	Iteration 44Q: 3 clusters Score -1.238858e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100410 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -12388588.000000 Penalty: 5717.692871
	Iteration 45Q: 3 clusters Score -1.238859e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100434 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -12388612.000000 Penalty: 5717.692871
	Iteration 46Q: 3 clusters Score -1.238861e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100446 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -12388619.000000 Penalty: 5717.692871
	Iteration 47Q: 3 clusters Score -1.238862e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100464 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -12388616.000000 Penalty: 5717.692871
	Iteration 48Q: 3 clusters Score -1.238862e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100471 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -12388636.000000 Penalty: 5717.692871
	Iteration 49Q: 3 clusters Score -1.238864e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100485 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -12388638.000000 Penalty: 5717.692871
	Iteration 50Q: 3 clusters Score -1.238864e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100497 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -12388652.000000 Penalty: 5717.692871
	Iteration 51Q: 3 clusters Score -1.238865e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100506 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -12388663.000000 Penalty: 5717.692871
	Iteration 52Q: 3 clusters Score -1.238866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100512 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -12388662.000000 Penalty: 5717.692871
	Iteration 53Q: 3 clusters Score -1.238866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100516 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -12388660.000000 Penalty: 5717.692871
	Iteration 54Q: 3 clusters Score -1.238866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100519 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -12388661.000000 Penalty: 5717.692871
	Iteration 55Q: 3 clusters Score -1.238866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100522 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -12388670.000000 Penalty: 5717.692871
	Iteration 56Q: 3 clusters Score -1.238867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100522 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -12388658.000000 Penalty: 5717.692871
	Iteration 57Q: 3 clusters Score -1.238866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100524 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -12388672.000000 Penalty: 5717.692871
	Iteration 58Q: 3 clusters Score -1.238867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100526 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -12388675.000000 Penalty: 5717.692871
	Iteration 59Q: 3 clusters Score -1.238868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100530 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -12388670.000000 Penalty: 5717.692871
	Iteration 60F: 3 clusters Score -1.238867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100532 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -12388676.000000 Penalty: 5717.692871
	Iteration 61Q: 3 clusters Score -1.238868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100534 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -12388679.000000 Penalty: 5717.692871
	Iteration 62Q: 3 clusters Score -1.238868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100534 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -12388679.000000 Penalty: 5717.692871
	Iteration 63F: 3 clusters Score -1.238868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Entering Unmasked Estep 
Score: -3166559.000000 Penalty: 2519.446777
	Iteration 0F: 2 clusters Score -3166559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -3148752.000000 Penalty: 5038.893555
	Iteration 0F: 3 clusters Score -3148752 nChanged 11624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -3155044.250000 Penalty: 5038.893555
	Iteration 1F: 3 clusters Score -3155044 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3155636.250000 Penalty: 5038.893555
	Iteration 2F: 3 clusters Score -3155636 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -3156268.750000 Penalty: 5038.893555
	Iteration 3F: 3 clusters Score -3156269 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -3157000.000000 Penalty: 5038.893555
	Iteration 4F: 3 clusters Score -3157000 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -3157819.750000 Penalty: 5038.893555
	Iteration 5F: 3 clusters Score -3157820 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -3158776.000000 Penalty: 5038.893555
	Iteration 6F: 3 clusters Score -3158776 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -3159799.750000 Penalty: 5038.893555
	Iteration 7F: 3 clusters Score -3159800 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -3160811.500000 Penalty: 5038.893555
	Iteration 8F: 3 clusters Score -3160812 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -3161565.000000 Penalty: 5038.893555
	Iteration 9Q: 3 clusters Score -3161565 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -3162080.750000 Penalty: 5038.893555
	Iteration 10Q: 3 clusters Score -3162081 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -3162410.250000 Penalty: 5038.893555
	Iteration 11Q: 3 clusters Score -3162410 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -3162659.250000 Penalty: 5038.893555
	Iteration 12Q: 3 clusters Score -3162659 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -3162816.500000 Penalty: 5038.893555
	Iteration 13Q: 3 clusters Score -3162816 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -3162973.500000 Penalty: 5038.893555
	Iteration 14Q: 3 clusters Score -3162974 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -3163095.250000 Penalty: 5038.893555
	Iteration 15Q: 3 clusters Score -3163095 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -3163207.250000 Penalty: 5038.893555
	Iteration 16Q: 3 clusters Score -3163207 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -3163308.000000 Penalty: 5038.893555
	Iteration 17Q: 3 clusters Score -3163308 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -3163396.500000 Penalty: 5038.893555
	Iteration 18Q: 3 clusters Score -3163396 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -3163466.750000 Penalty: 5038.893555
	Iteration 19Q: 3 clusters Score -3163467 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -3163523.000000 Penalty: 5038.893555
	Iteration 20F: 3 clusters Score -3163523 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -3163588.250000 Penalty: 5038.893555
	Iteration 21Q: 3 clusters Score -3163588 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -3163665.750000 Penalty: 5038.893555
	Iteration 22Q: 3 clusters Score -3163666 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -3163744.500000 Penalty: 5038.893555
	Iteration 23Q: 3 clusters Score -3163744 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -3163840.750000 Penalty: 5038.893555
	Iteration 24Q: 3 clusters Score -3163841 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -3163934.500000 Penalty: 5038.893555
	Iteration 25Q: 3 clusters Score -3163934 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -3164012.500000 Penalty: 5038.893555
	Iteration 26Q: 3 clusters Score -3164012 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -3164075.000000 Penalty: 5038.893555
	Iteration 27Q: 3 clusters Score -3164075 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -3164159.750000 Penalty: 5038.893555
	Iteration 28Q: 3 clusters Score -3164160 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -3164243.750000 Penalty: 5038.893555
	Iteration 29Q: 3 clusters Score -3164244 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -3164297.750000 Penalty: 5038.893555
	Iteration 30Q: 3 clusters Score -3164298 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -3164359.750000 Penalty: 5038.893555
	Iteration 31Q: 3 clusters Score -3164360 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -3164398.000000 Penalty: 5038.893555
	Iteration 32Q: 3 clusters Score -3164398 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -3164427.500000 Penalty: 5038.893555
	Iteration 33Q: 3 clusters Score -3164428 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -3164446.250000 Penalty: 5038.893555
	Iteration 34Q: 3 clusters Score -3164446 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -3164475.500000 Penalty: 5038.893555
	Iteration 35Q: 3 clusters Score -3164476 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -3164499.500000 Penalty: 5038.893555
	Iteration 36Q: 3 clusters Score -3164500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -3164508.750000 Penalty: 5038.893555
	Iteration 37Q: 3 clusters Score -3164509 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3164526.250000 Penalty: 5038.893555
	Iteration 38Q: 3 clusters Score -3164526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -3164536.500000 Penalty: 5038.893555
	Iteration 39Q: 3 clusters Score -3164536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -3164543.500000 Penalty: 5038.893555
	Iteration 40F: 3 clusters Score -3164544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -3164557.500000 Penalty: 5038.893555
	Iteration 41Q: 3 clusters Score -3164558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -3164568.250000 Penalty: 5038.893555
	Iteration 42Q: 3 clusters Score -3164568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -3164573.250000 Penalty: 5038.893555
	Iteration 43Q: 3 clusters Score -3164573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -3164583.500000 Penalty: 5038.893555
	Iteration 44Q: 3 clusters Score -3164584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -3164586.000000 Penalty: 5038.893555
	Iteration 45Q: 3 clusters Score -3164586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -3164591.750000 Penalty: 5038.893555
	Iteration 46Q: 3 clusters Score -3164592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -3164591.500000 Penalty: 5038.893555
	Iteration 47Q: 3 clusters Score -3164592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -3164592.750000 Penalty: 5038.893555
	Iteration 48Q: 3 clusters Score -3164593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -3164595.250000 Penalty: 5038.893555
	Iteration 49Q: 3 clusters Score -3164595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -3164596.500000 Penalty: 5038.893555
	Iteration 50Q: 3 clusters Score -3164596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -3164591.500000 Penalty: 5038.893555
	Iteration 51Q: 3 clusters Score -3164592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -3164597.500000 Penalty: 5038.893555
	Iteration 52Q: 3 clusters Score -3164598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -3164599.750000 Penalty: 5038.893555
	Iteration 53Q: 3 clusters Score -3164600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -3164597.500000 Penalty: 5038.893555
	Iteration 54Q: 3 clusters Score -3164598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -3164602.500000 Penalty: 5038.893555
	Iteration 55Q: 3 clusters Score -3164602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3164605.000000 Penalty: 5038.893555
	Iteration 56Q: 3 clusters Score -3164605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -3164600.500000 Penalty: 5038.893555
	Iteration 57Q: 3 clusters Score -3164600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -3164604.000000 Penalty: 5038.893555
	Iteration 58Q: 3 clusters Score -3164604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3164608.250000 Penalty: 5038.893555
	Iteration 59Q: 3 clusters Score -3164608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -3164604.500000 Penalty: 5038.893555
	Iteration 60F: 3 clusters Score -3164604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -3164604.250000 Penalty: 5038.893555
	Iteration 61Q: 3 clusters Score -3164604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -3164603.750000 Penalty: 5038.893555
	Iteration 62Q: 3 clusters Score -3164604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -3164606.250000 Penalty: 5038.893555
	Iteration 63Q: 3 clusters Score -3164606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -3164608.500000 Penalty: 5038.893555
	Iteration 64Q: 3 clusters Score -3164608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -3164609.000000 Penalty: 5038.893555
	Iteration 65Q: 3 clusters Score -3164609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -3164613.000000 Penalty: 5038.893555
	Iteration 66Q: 3 clusters Score -3164613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -3164609.750000 Penalty: 5038.893555
	Iteration 67Q: 3 clusters Score -3164610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -3164610.500000 Penalty: 5038.893555
	Iteration 68Q: 3 clusters Score -3164610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -3164611.750000 Penalty: 5038.893555
	Iteration 69Q: 3 clusters Score -3164612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -3164610.750000 Penalty: 5038.893555
	Iteration 70Q: 3 clusters Score -3164611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -3164614.750000 Penalty: 5038.893555
	Iteration 71Q: 3 clusters Score -3164615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3164614.250000 Penalty: 5038.893555
	Iteration 72Q: 3 clusters Score -3164614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -3164615.500000 Penalty: 5038.893555
	Iteration 73Q: 3 clusters Score -3164616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -3164617.000000 Penalty: 5038.893555
	Iteration 74Q: 3 clusters Score -3164617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -3164615.250000 Penalty: 5038.893555
	Iteration 75Q: 3 clusters Score -3164615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3164621.250000 Penalty: 5038.893555
	Iteration 76Q: 3 clusters Score -3164621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -3164621.250000 Penalty: 5038.893555
	Iteration 77Q: 3 clusters Score -3164621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -3164627.000000 Penalty: 5038.893555
	Iteration 78Q: 3 clusters Score -3164627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -3164625.750000 Penalty: 5038.893555
	Iteration 79Q: 3 clusters Score -3164626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -3164625.750000 Penalty: 5038.893555
	Iteration 80F: 3 clusters Score -3164626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Entering Unmasked Estep 
Score: -3474322.500000 Penalty: 2559.790771
	Iteration 0F: 2 clusters Score -3474322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3453505.000000 Penalty: 5119.581543
	Iteration 0F: 3 clusters Score -3453505 nChanged 13692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -3461120.750000 Penalty: 5119.581543
	Iteration 1F: 3 clusters Score -3461121 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3461789.250000 Penalty: 5119.581543
	Iteration 2F: 3 clusters Score -3461789 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -3462421.500000 Penalty: 5119.581543
	Iteration 3F: 3 clusters Score -3462422 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -3463064.250000 Penalty: 5119.581543
	Iteration 4Q: 3 clusters Score -3463064 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -3463750.750000 Penalty: 5119.581543
	Iteration 5Q: 3 clusters Score -3463751 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -3464445.250000 Penalty: 5119.581543
	Iteration 6Q: 3 clusters Score -3464445 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -3465146.000000 Penalty: 5119.581543
	Iteration 7Q: 3 clusters Score -3465146 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -3465852.250000 Penalty: 5119.581543
	Iteration 8Q: 3 clusters Score -3465852 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -3466553.750000 Penalty: 5119.581543
	Iteration 9Q: 3 clusters Score -3466554 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -3467308.250000 Penalty: 5119.581543
	Iteration 10Q: 3 clusters Score -3467308 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -3468025.750000 Penalty: 5119.581543
	Iteration 11Q: 3 clusters Score -3468026 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -3468680.250000 Penalty: 5119.581543
	Iteration 12Q: 3 clusters Score -3468680 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -3469298.500000 Penalty: 5119.581543
	Iteration 13Q: 3 clusters Score -3469298 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -3469853.750000 Penalty: 5119.581543
	Iteration 14Q: 3 clusters Score -3469854 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -3470310.000000 Penalty: 5119.581543
	Iteration 15Q: 3 clusters Score -3470310 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -3470672.500000 Penalty: 5119.581543
	Iteration 16Q: 3 clusters Score -3470672 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3470955.250000 Penalty: 5119.581543
	Iteration 17Q: 3 clusters Score -3470955 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3471189.000000 Penalty: 5119.581543
	Iteration 18Q: 3 clusters Score -3471189 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -3471359.500000 Penalty: 5119.581543
	Iteration 19Q: 3 clusters Score -3471360 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -3471493.250000 Penalty: 5119.581543
	Iteration 20F: 3 clusters Score -3471493 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -3471622.000000 Penalty: 5119.581543
	Iteration 21Q: 3 clusters Score -3471622 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -3471762.250000 Penalty: 5119.581543
	Iteration 22Q: 3 clusters Score -3471762 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -3471857.250000 Penalty: 5119.581543
	Iteration 23Q: 3 clusters Score -3471857 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -3471971.000000 Penalty: 5119.581543
	Iteration 24Q: 3 clusters Score -3471971 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -3472071.000000 Penalty: 5119.581543
	Iteration 25Q: 3 clusters Score -3472071 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -3472169.000000 Penalty: 5119.581543
	Iteration 26Q: 3 clusters Score -3472169 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -3472233.500000 Penalty: 5119.581543
	Iteration 27Q: 3 clusters Score -3472234 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -3472273.000000 Penalty: 5119.581543
	Iteration 28Q: 3 clusters Score -3472273 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -3472319.750000 Penalty: 5119.581543
	Iteration 29Q: 3 clusters Score -3472320 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -3472360.000000 Penalty: 5119.581543
	Iteration 30Q: 3 clusters Score -3472360 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -3472396.500000 Penalty: 5119.581543
	Iteration 31Q: 3 clusters Score -3472396 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -3472418.500000 Penalty: 5119.581543
	Iteration 32Q: 3 clusters Score -3472418 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -3472445.750000 Penalty: 5119.581543
	Iteration 33Q: 3 clusters Score -3472446 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -3472468.250000 Penalty: 5119.581543
	Iteration 34Q: 3 clusters Score -3472468 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -3472488.000000 Penalty: 5119.581543
	Iteration 35Q: 3 clusters Score -3472488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3472495.250000 Penalty: 5119.581543
	Iteration 36Q: 3 clusters Score -3472495 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -3472509.000000 Penalty: 5119.581543
	Iteration 37Q: 3 clusters Score -3472509 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -3472523.750000 Penalty: 5119.581543
	Iteration 38Q: 3 clusters Score -3472524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -3472523.250000 Penalty: 5119.581543
	Iteration 39Q: 3 clusters Score -3472523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -3472527.000000 Penalty: 5119.581543
	Iteration 40F: 3 clusters Score -3472527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -3472536.750000 Penalty: 5119.581543
	Iteration 41Q: 3 clusters Score -3472537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -3472539.250000 Penalty: 5119.581543
	Iteration 42Q: 3 clusters Score -3472539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -3472547.500000 Penalty: 5119.581543
	Iteration 43Q: 3 clusters Score -3472548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -3472553.500000 Penalty: 5119.581543
	Iteration 44Q: 3 clusters Score -3472554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -3472552.500000 Penalty: 5119.581543
	Iteration 45Q: 3 clusters Score -3472552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -3472562.000000 Penalty: 5119.581543
	Iteration 46Q: 3 clusters Score -3472562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -3472566.000000 Penalty: 5119.581543
	Iteration 47Q: 3 clusters Score -3472566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -3472575.500000 Penalty: 5119.581543
	Iteration 48Q: 3 clusters Score -3472576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -3472571.750000 Penalty: 5119.581543
	Iteration 49Q: 3 clusters Score -3472572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -3472579.500000 Penalty: 5119.581543
	Iteration 50Q: 3 clusters Score -3472580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -3472579.250000 Penalty: 5119.581543
	Iteration 51Q: 3 clusters Score -3472579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -3472583.000000 Penalty: 5119.581543
	Iteration 52Q: 3 clusters Score -3472583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -3472580.000000 Penalty: 5119.581543
	Iteration 53Q: 3 clusters Score -3472580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -3472586.750000 Penalty: 5119.581543
	Iteration 54Q: 3 clusters Score -3472587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -3472590.250000 Penalty: 5119.581543
	Iteration 55Q: 3 clusters Score -3472590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -3472596.000000 Penalty: 5119.581543
	Iteration 56Q: 3 clusters Score -3472596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -3472597.500000 Penalty: 5119.581543
	Iteration 57Q: 3 clusters Score -3472598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -3472599.750000 Penalty: 5119.581543
	Iteration 58Q: 3 clusters Score -3472600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -3472607.500000 Penalty: 5119.581543
	Iteration 59Q: 3 clusters Score -3472608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -3472602.750000 Penalty: 5119.581543
	Iteration 60F: 3 clusters Score -3472603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -3472616.750000 Penalty: 5119.581543
	Iteration 61Q: 3 clusters Score -3472617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -3472623.000000 Penalty: 5119.581543
	Iteration 62Q: 3 clusters Score -3472623 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -3472640.000000 Penalty: 5119.581543
	Iteration 63Q: 3 clusters Score -3472640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -3472643.000000 Penalty: 5119.581543
	Iteration 64Q: 3 clusters Score -3472643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -3472650.250000 Penalty: 5119.581543
	Iteration 65Q: 3 clusters Score -3472650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -3472658.000000 Penalty: 5119.581543
	Iteration 66Q: 3 clusters Score -3472658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -3472668.000000 Penalty: 5119.581543
	Iteration 67Q: 3 clusters Score -3472668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -3472669.750000 Penalty: 5119.581543
	Iteration 68Q: 3 clusters Score -3472670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -3472677.250000 Penalty: 5119.581543
	Iteration 69Q: 3 clusters Score -3472677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -3472683.500000 Penalty: 5119.581543
	Iteration 70Q: 3 clusters Score -3472684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -3472685.500000 Penalty: 5119.581543
	Iteration 71Q: 3 clusters Score -3472686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -3472692.500000 Penalty: 5119.581543
	Iteration 72Q: 3 clusters Score -3472692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -3472694.000000 Penalty: 5119.581543
	Iteration 73Q: 3 clusters Score -3472694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -3472693.000000 Penalty: 5119.581543
	Iteration 74Q: 3 clusters Score -3472693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -3472694.000000 Penalty: 5119.581543
	Iteration 75Q: 3 clusters Score -3472694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -3472695.500000 Penalty: 5119.581543
	Iteration 76Q: 3 clusters Score -3472696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -3472700.000000 Penalty: 5119.581543
	Iteration 77Q: 3 clusters Score -3472700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -3472698.000000 Penalty: 5119.581543
	Iteration 78Q: 3 clusters Score -3472698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -3472695.500000 Penalty: 5119.581543
	Iteration 79Q: 3 clusters Score -3472696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -3472694.500000 Penalty: 5119.581543
	Iteration 80F: 3 clusters Score -3472694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -3472696.500000 Penalty: 5119.581543
	Iteration 81Q: 3 clusters Score -3472696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -3472695.250000 Penalty: 5119.581543
	Iteration 82Q: 3 clusters Score -3472695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -3472698.000000 Penalty: 5119.581543
	Iteration 83Q: 3 clusters Score -3472698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -3472699.500000 Penalty: 5119.581543
	Iteration 84Q: 3 clusters Score -3472700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -3472700.250000 Penalty: 5119.581543
	Iteration 85Q: 3 clusters Score -3472700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -3472701.000000 Penalty: 5119.581543
	Iteration 86Q: 3 clusters Score -3472701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -3472701.000000 Penalty: 5119.581543
	Iteration 87F: 3 clusters Score -3472701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -46365.265625 Penalty: 1518.378174
	Iteration 0F: 2 clusters Score -46365.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44933.980469 Penalty: 3036.756348
	Iteration 0F: 3 clusters Score -44933.98 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -45137.597656 Penalty: 3036.756348
	Iteration 1F: 3 clusters Score -45137.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45212.031250 Penalty: 3036.756348
	Iteration 2Q: 3 clusters Score -45212.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45263.425781 Penalty: 3036.756348
	Iteration 3Q: 3 clusters Score -45263.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45289.363281 Penalty: 3036.756348
	Iteration 4Q: 3 clusters Score -45289.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45327.101562 Penalty: 3036.756348
	Iteration 5Q: 3 clusters Score -45327.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45392.261719 Penalty: 3036.756348
	Iteration 6Q: 3 clusters Score -45392.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45430.132812 Penalty: 3036.756348
	Iteration 7Q: 3 clusters Score -45430.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45445.140625 Penalty: 3036.756348
	Iteration 8Q: 3 clusters Score -45445.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45457.152344 Penalty: 3036.756348
	Iteration 9Q: 3 clusters Score -45457.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45464.089844 Penalty: 3036.756348
	Iteration 10Q: 3 clusters Score -45464.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -45468.187500 Penalty: 3036.756348
	Iteration 11Q: 3 clusters Score -45468.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45469.695312 Penalty: 3036.756348
	Iteration 12Q: 3 clusters Score -45469.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45473.703125 Penalty: 3036.756348
	Iteration 13Q: 3 clusters Score -45473.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45474.460938 Penalty: 3036.756348
	Iteration 14Q: 3 clusters Score -45474.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45474.460938 Penalty: 3036.756348
	Iteration 15F: 3 clusters Score -45474.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (126562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126562 members 
Entering Unmasked Estep 
Score: -15469382.000000 Penalty: 2913.625000
	Iteration 0F: 2 clusters Score -1.546938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 63426 members 
Entering Unmasked Estep 
Score: -15384871.000000 Penalty: 5827.250000
	Iteration 0F: 3 clusters Score -1.538487e+07 nChanged 60353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61633 members 
Mstep: Class 2 contains 64929 members 
Entering Unmasked Estep 
Score: -15420124.000000 Penalty: 5827.250000
	Iteration 1F: 3 clusters Score -1.542012e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60715 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -15421803.000000 Penalty: 5827.250000
	Iteration 2Q: 3 clusters Score -1.54218e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 67081 members 
Entering Unmasked Estep 
Score: -15423918.000000 Penalty: 5827.250000
	Iteration 3Q: 3 clusters Score -1.542392e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 68712 members 
Entering Unmasked Estep 
Score: -15426174.000000 Penalty: 5827.250000
	Iteration 4Q: 3 clusters Score -1.542617e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55634 members 
Mstep: Class 2 contains 70928 members 
Entering Unmasked Estep 
Score: -15428731.000000 Penalty: 5827.250000
	Iteration 5Q: 3 clusters Score -1.542873e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52421 members 
Mstep: Class 2 contains 74141 members 
Entering Unmasked Estep 
Score: -15431836.000000 Penalty: 5827.250000
	Iteration 6F: 3 clusters Score -1.543184e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 78311 members 
Entering Unmasked Estep 
Score: -15435695.000000 Penalty: 5827.250000
	Iteration 7F: 3 clusters Score -1.54357e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 83463 members 
Entering Unmasked Estep 
Score: -15439917.000000 Penalty: 5827.250000
	Iteration 8F: 3 clusters Score -1.543992e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 88956 members 
Entering Unmasked Estep 
Score: -15443764.000000 Penalty: 5827.250000
	Iteration 9F: 3 clusters Score -1.544376e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 94320 members 
Entering Unmasked Estep 
Score: -15447220.000000 Penalty: 5827.250000
	Iteration 10F: 3 clusters Score -1.544722e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 99513 members 
Entering Unmasked Estep 
Score: -15450308.000000 Penalty: 5827.250000
	Iteration 11Q: 3 clusters Score -1.545031e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 104633 members 
Entering Unmasked Estep 
Score: -15453457.000000 Penalty: 5827.250000
	Iteration 12Q: 3 clusters Score -1.545346e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 109465 members 
Entering Unmasked Estep 
Score: -15456611.000000 Penalty: 5827.250000
	Iteration 13Q: 3 clusters Score -1.545661e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 113587 members 
Entering Unmasked Estep 
Score: -15459600.000000 Penalty: 5827.250000
	Iteration 14Q: 3 clusters Score -1.54596e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 116831 members 
Entering Unmasked Estep 
Score: -15462097.000000 Penalty: 5827.250000
	Iteration 15Q: 3 clusters Score -1.54621e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 119082 members 
Entering Unmasked Estep 
Score: -15463789.000000 Penalty: 5827.250000
	Iteration 16Q: 3 clusters Score -1.546379e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 120631 members 
Entering Unmasked Estep 
Score: -15464906.000000 Penalty: 5827.250000
	Iteration 17Q: 3 clusters Score -1.546491e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 121636 members 
Entering Unmasked Estep 
Score: -15465652.000000 Penalty: 5827.250000
	Iteration 18Q: 3 clusters Score -1.546565e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 122322 members 
Entering Unmasked Estep 
Score: -15466058.000000 Penalty: 5827.250000
	Iteration 19Q: 3 clusters Score -1.546606e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 122845 members 
Entering Unmasked Estep 
Score: -15466346.000000 Penalty: 5827.250000
	Iteration 20F: 3 clusters Score -1.546635e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 123260 members 
Entering Unmasked Estep 
Score: -15466517.000000 Penalty: 5827.250000
	Iteration 21Q: 3 clusters Score -1.546652e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 123588 members 
Entering Unmasked Estep 
Score: -15466620.000000 Penalty: 5827.250000
	Iteration 22Q: 3 clusters Score -1.546662e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 123830 members 
Entering Unmasked Estep 
Score: -15466725.000000 Penalty: 5827.250000
	Iteration 23Q: 3 clusters Score -1.546672e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 124016 members 
Entering Unmasked Estep 
Score: -15466784.000000 Penalty: 5827.250000
	Iteration 24Q: 3 clusters Score -1.546678e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 124174 members 
Entering Unmasked Estep 
Score: -15466871.000000 Penalty: 5827.250000
	Iteration 25Q: 3 clusters Score -1.546687e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 124289 members 
Entering Unmasked Estep 
Score: -15466866.000000 Penalty: 5827.250000
	Iteration 26Q: 3 clusters Score -1.546687e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 124387 members 
Entering Unmasked Estep 
Score: -15466929.000000 Penalty: 5827.250000
	Iteration 27Q: 3 clusters Score -1.546693e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 124479 members 
Entering Unmasked Estep 
Score: -15466950.000000 Penalty: 5827.250000
	Iteration 28Q: 3 clusters Score -1.546695e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 124548 members 
Entering Unmasked Estep 
Score: -15466953.000000 Penalty: 5827.250000
	Iteration 29Q: 3 clusters Score -1.546695e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 124605 members 
Entering Unmasked Estep 
Score: -15466969.000000 Penalty: 5827.250000
	Iteration 30Q: 3 clusters Score -1.546697e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 124658 members 
Entering Unmasked Estep 
Score: -15466980.000000 Penalty: 5827.250000
	Iteration 31Q: 3 clusters Score -1.546698e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 124701 members 
Entering Unmasked Estep 
Score: -15466988.000000 Penalty: 5827.250000
	Iteration 32Q: 3 clusters Score -1.546699e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 124739 members 
Entering Unmasked Estep 
Score: -15466997.000000 Penalty: 5827.250000
	Iteration 33Q: 3 clusters Score -1.5467e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 124794 members 
Entering Unmasked Estep 
Score: -15467037.000000 Penalty: 5827.250000
	Iteration 34Q: 3 clusters Score -1.546704e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 124831 members 
Entering Unmasked Estep 
Score: -15467032.000000 Penalty: 5827.250000
	Iteration 35Q: 3 clusters Score -1.546703e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 124869 members 
Entering Unmasked Estep 
Score: -15467050.000000 Penalty: 5827.250000
	Iteration 36Q: 3 clusters Score -1.546705e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 124905 members 
Entering Unmasked Estep 
Score: -15467090.000000 Penalty: 5827.250000
	Iteration 37Q: 3 clusters Score -1.546709e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 124945 members 
Entering Unmasked Estep 
Score: -15467099.000000 Penalty: 5827.250000
	Iteration 38Q: 3 clusters Score -1.54671e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 124981 members 
Entering Unmasked Estep 
Score: -15467116.000000 Penalty: 5827.250000
	Iteration 39Q: 3 clusters Score -1.546712e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 125018 members 
Entering Unmasked Estep 
Score: -15467137.000000 Penalty: 5827.250000
	Iteration 40F: 3 clusters Score -1.546714e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 125051 members 
Entering Unmasked Estep 
Score: -15467189.000000 Penalty: 5827.250000
	Iteration 41Q: 3 clusters Score -1.546719e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 125077 members 
Entering Unmasked Estep 
Score: -15467192.000000 Penalty: 5827.250000
	Iteration 42Q: 3 clusters Score -1.546719e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 125105 members 
Entering Unmasked Estep 
Score: -15467202.000000 Penalty: 5827.250000
	Iteration 43Q: 3 clusters Score -1.54672e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 125130 members 
Entering Unmasked Estep 
Score: -15467199.000000 Penalty: 5827.250000
	Iteration 44Q: 3 clusters Score -1.54672e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 125145 members 
Entering Unmasked Estep 
Score: -15467202.000000 Penalty: 5827.250000
	Iteration 45Q: 3 clusters Score -1.54672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 125151 members 
Entering Unmasked Estep 
Score: -15467209.000000 Penalty: 5827.250000
	Iteration 46Q: 3 clusters Score -1.546721e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 125163 members 
Entering Unmasked Estep 
Score: -15467225.000000 Penalty: 5827.250000
	Iteration 47Q: 3 clusters Score -1.546722e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 125182 members 
Entering Unmasked Estep 
Score: -15467224.000000 Penalty: 5827.250000
	Iteration 48Q: 3 clusters Score -1.546722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 125196 members 
Entering Unmasked Estep 
Score: -15467236.000000 Penalty: 5827.250000
	Iteration 49Q: 3 clusters Score -1.546724e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 125201 members 
Entering Unmasked Estep 
Score: -15467253.000000 Penalty: 5827.250000
	Iteration 50Q: 3 clusters Score -1.546725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 125211 members 
Entering Unmasked Estep 
Score: -15467234.000000 Penalty: 5827.250000
	Iteration 51Q: 3 clusters Score -1.546723e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 125219 members 
Entering Unmasked Estep 
Score: -15467235.000000 Penalty: 5827.250000
	Iteration 52Q: 3 clusters Score -1.546724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 125221 members 
Entering Unmasked Estep 
Score: -15467247.000000 Penalty: 5827.250000
	Iteration 53Q: 3 clusters Score -1.546725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 125223 members 
Entering Unmasked Estep 
Score: -15467238.000000 Penalty: 5827.250000
	Iteration 54Q: 3 clusters Score -1.546724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 125227 members 
Entering Unmasked Estep 
Score: -15467250.000000 Penalty: 5827.250000
	Iteration 55Q: 3 clusters Score -1.546725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 125234 members 
Entering Unmasked Estep 
Score: -15467246.000000 Penalty: 5827.250000
	Iteration 56Q: 3 clusters Score -1.546725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 125239 members 
Entering Unmasked Estep 
Score: -15467250.000000 Penalty: 5827.250000
	Iteration 57Q: 3 clusters Score -1.546725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 125241 members 
Entering Unmasked Estep 
Score: -15467244.000000 Penalty: 5827.250000
	Iteration 58Q: 3 clusters Score -1.546724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 125243 members 
Entering Unmasked Estep 
Score: -15467255.000000 Penalty: 5827.250000
	Iteration 59Q: 3 clusters Score -1.546726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 125244 members 
Entering Unmasked Estep 
Score: -15467262.000000 Penalty: 5827.250000
	Iteration 60F: 3 clusters Score -1.546726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 125246 members 
Entering Unmasked Estep 
Score: -15467253.000000 Penalty: 5827.250000
	Iteration 61Q: 3 clusters Score -1.546725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 125248 members 
Entering Unmasked Estep 
Score: -15467259.000000 Penalty: 5827.250000
	Iteration 62Q: 3 clusters Score -1.546726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 125249 members 
Entering Unmasked Estep 
Score: -15467264.000000 Penalty: 5827.250000
	Iteration 63Q: 3 clusters Score -1.546726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 125250 members 
Entering Unmasked Estep 
Score: -15467256.000000 Penalty: 5827.250000
	Iteration 64Q: 3 clusters Score -1.546726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 125252 members 
Entering Unmasked Estep 
Score: -15467252.000000 Penalty: 5827.250000
	Iteration 65Q: 3 clusters Score -1.546725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 125258 members 
Entering Unmasked Estep 
Score: -15467258.000000 Penalty: 5827.250000
	Iteration 66Q: 3 clusters Score -1.546726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 125262 members 
Entering Unmasked Estep 
Score: -15467266.000000 Penalty: 5827.250000
	Iteration 67Q: 3 clusters Score -1.546727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 125267 members 
Entering Unmasked Estep 
Score: -15467262.000000 Penalty: 5827.250000
	Iteration 68Q: 3 clusters Score -1.546726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 125272 members 
Entering Unmasked Estep 
Score: -15467258.000000 Penalty: 5827.250000
	Iteration 69Q: 3 clusters Score -1.546726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 125277 members 
Entering Unmasked Estep 
Score: -15467271.000000 Penalty: 5827.250000
	Iteration 70Q: 3 clusters Score -1.546727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 125279 members 
Entering Unmasked Estep 
Score: -15467260.000000 Penalty: 5827.250000
	Iteration 71Q: 3 clusters Score -1.546726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 125283 members 
Entering Unmasked Estep 
Score: -15467260.000000 Penalty: 5827.250000
	Iteration 72Q: 3 clusters Score -1.546726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 125283 members 
Entering Unmasked Estep 
Score: -15467273.000000 Penalty: 5827.250000
	Iteration 73Q: 3 clusters Score -1.546727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 125284 members 
Entering Unmasked Estep 
Score: -15467267.000000 Penalty: 5827.250000
	Iteration 74Q: 3 clusters Score -1.546727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 125283 members 
Entering Unmasked Estep 
Score: -15467263.000000 Penalty: 5827.250000
	Iteration 75Q: 3 clusters Score -1.546726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 125282 members 
Entering Unmasked Estep 
Score: -15467259.000000 Penalty: 5827.250000
	Iteration 76Q: 3 clusters Score -1.546726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 125282 members 
Entering Unmasked Estep 
Score: -15467259.000000 Penalty: 5827.250000
	Iteration 77F: 3 clusters Score -1.546726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Entering Unmasked Estep 
Score: -2487634.500000 Penalty: 2461.922607
	Iteration 0F: 2 clusters Score -2487634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2473199.000000 Penalty: 4923.845215
	Iteration 0F: 3 clusters Score -2473199 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2478072.250000 Penalty: 4923.845215
	Iteration 1F: 3 clusters Score -2478072 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2478422.750000 Penalty: 4923.845215
	Iteration 2F: 3 clusters Score -2478423 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2478711.000000 Penalty: 4923.845215
	Iteration 3Q: 3 clusters Score -2478711 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2478954.250000 Penalty: 4923.845215
	Iteration 4Q: 3 clusters Score -2478954 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2479178.000000 Penalty: 4923.845215
	Iteration 5Q: 3 clusters Score -2479178 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2479445.500000 Penalty: 4923.845215
	Iteration 6Q: 3 clusters Score -2479446 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2479783.750000 Penalty: 4923.845215
	Iteration 7Q: 3 clusters Score -2479784 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2480202.750000 Penalty: 4923.845215
	Iteration 8Q: 3 clusters Score -2480203 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2480683.750000 Penalty: 4923.845215
	Iteration 9Q: 3 clusters Score -2480684 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2481247.000000 Penalty: 4923.845215
	Iteration 10Q: 3 clusters Score -2481247 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2481782.750000 Penalty: 4923.845215
	Iteration 11Q: 3 clusters Score -2481783 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2482288.000000 Penalty: 4923.845215
	Iteration 12Q: 3 clusters Score -2482288 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2482698.750000 Penalty: 4923.845215
	Iteration 13Q: 3 clusters Score -2482699 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2483005.500000 Penalty: 4923.845215
	Iteration 14Q: 3 clusters Score -2483006 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2483214.500000 Penalty: 4923.845215
	Iteration 15Q: 3 clusters Score -2483214 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2483364.750000 Penalty: 4923.845215
	Iteration 16Q: 3 clusters Score -2483365 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2483503.500000 Penalty: 4923.845215
	Iteration 17Q: 3 clusters Score -2483504 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2483636.250000 Penalty: 4923.845215
	Iteration 18Q: 3 clusters Score -2483636 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2483766.000000 Penalty: 4923.845215
	Iteration 19Q: 3 clusters Score -2483766 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2483879.000000 Penalty: 4923.845215
	Iteration 20F: 3 clusters Score -2483879 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2484000.750000 Penalty: 4923.845215
	Iteration 21Q: 3 clusters Score -2484001 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2484104.750000 Penalty: 4923.845215
	Iteration 22Q: 3 clusters Score -2484105 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2484215.000000 Penalty: 4923.845215
	Iteration 23Q: 3 clusters Score -2484215 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2484316.250000 Penalty: 4923.845215
	Iteration 24Q: 3 clusters Score -2484316 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2484397.500000 Penalty: 4923.845215
	Iteration 25Q: 3 clusters Score -2484398 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2484474.500000 Penalty: 4923.845215
	Iteration 26Q: 3 clusters Score -2484474 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2484559.000000 Penalty: 4923.845215
	Iteration 27Q: 3 clusters Score -2484559 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2484640.000000 Penalty: 4923.845215
	Iteration 28Q: 3 clusters Score -2484640 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2484722.250000 Penalty: 4923.845215
	Iteration 29Q: 3 clusters Score -2484722 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2484809.750000 Penalty: 4923.845215
	Iteration 30Q: 3 clusters Score -2484810 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2484894.250000 Penalty: 4923.845215
	Iteration 31Q: 3 clusters Score -2484894 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2484972.000000 Penalty: 4923.845215
	Iteration 32Q: 3 clusters Score -2484972 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2485037.250000 Penalty: 4923.845215
	Iteration 33Q: 3 clusters Score -2485037 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2485092.250000 Penalty: 4923.845215
	Iteration 34Q: 3 clusters Score -2485092 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2485149.000000 Penalty: 4923.845215
	Iteration 35Q: 3 clusters Score -2485149 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2485201.750000 Penalty: 4923.845215
	Iteration 36Q: 3 clusters Score -2485202 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2485253.750000 Penalty: 4923.845215
	Iteration 37Q: 3 clusters Score -2485254 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2485290.750000 Penalty: 4923.845215
	Iteration 38Q: 3 clusters Score -2485291 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2485319.250000 Penalty: 4923.845215
	Iteration 39Q: 3 clusters Score -2485319 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2485335.750000 Penalty: 4923.845215
	Iteration 40F: 3 clusters Score -2485336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2485361.000000 Penalty: 4923.845215
	Iteration 41Q: 3 clusters Score -2485361 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2485386.750000 Penalty: 4923.845215
	Iteration 42Q: 3 clusters Score -2485387 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2485406.750000 Penalty: 4923.845215
	Iteration 43Q: 3 clusters Score -2485407 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2485433.500000 Penalty: 4923.845215
	Iteration 44Q: 3 clusters Score -2485434 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2485467.750000 Penalty: 4923.845215
	Iteration 45Q: 3 clusters Score -2485468 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2485497.750000 Penalty: 4923.845215
	Iteration 46Q: 3 clusters Score -2485498 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2485527.000000 Penalty: 4923.845215
	Iteration 47Q: 3 clusters Score -2485527 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2485554.500000 Penalty: 4923.845215
	Iteration 48Q: 3 clusters Score -2485554 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2485574.000000 Penalty: 4923.845215
	Iteration 49Q: 3 clusters Score -2485574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2485585.500000 Penalty: 4923.845215
	Iteration 50Q: 3 clusters Score -2485586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2485592.750000 Penalty: 4923.845215
	Iteration 51Q: 3 clusters Score -2485593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2485609.250000 Penalty: 4923.845215
	Iteration 52Q: 3 clusters Score -2485609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2485615.500000 Penalty: 4923.845215
	Iteration 53Q: 3 clusters Score -2485616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2485633.250000 Penalty: 4923.845215
	Iteration 54Q: 3 clusters Score -2485633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2485640.250000 Penalty: 4923.845215
	Iteration 55Q: 3 clusters Score -2485640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2485650.750000 Penalty: 4923.845215
	Iteration 56Q: 3 clusters Score -2485651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2485658.250000 Penalty: 4923.845215
	Iteration 57Q: 3 clusters Score -2485658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2485663.000000 Penalty: 4923.845215
	Iteration 58Q: 3 clusters Score -2485663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2485671.750000 Penalty: 4923.845215
	Iteration 59Q: 3 clusters Score -2485672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2485677.500000 Penalty: 4923.845215
	Iteration 60F: 3 clusters Score -2485678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2485691.250000 Penalty: 4923.845215
	Iteration 61Q: 3 clusters Score -2485691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2485705.250000 Penalty: 4923.845215
	Iteration 62Q: 3 clusters Score -2485705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2485717.250000 Penalty: 4923.845215
	Iteration 63Q: 3 clusters Score -2485717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2485720.250000 Penalty: 4923.845215
	Iteration 64Q: 3 clusters Score -2485720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2485726.000000 Penalty: 4923.845215
	Iteration 65Q: 3 clusters Score -2485726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2485732.000000 Penalty: 4923.845215
	Iteration 66Q: 3 clusters Score -2485732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2485735.750000 Penalty: 4923.845215
	Iteration 67Q: 3 clusters Score -2485736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2485733.750000 Penalty: 4923.845215
	Iteration 68Q: 3 clusters Score -2485734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2485734.750000 Penalty: 4923.845215
	Iteration 69Q: 3 clusters Score -2485735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2485735.750000 Penalty: 4923.845215
	Iteration 70Q: 3 clusters Score -2485736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2485735.750000 Penalty: 4923.845215
	Iteration 71F: 3 clusters Score -2485736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Entering Unmasked Estep 
Score: -1150021.875000 Penalty: 2275.045898
	Iteration 0F: 2 clusters Score -1150022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1142586.500000 Penalty: 4550.091797
	Iteration 0F: 3 clusters Score -1142586 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1144912.875000 Penalty: 4550.091797
	Iteration 1F: 3 clusters Score -1144913 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1145336.000000 Penalty: 4550.091797
	Iteration 2F: 3 clusters Score -1145336 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1145761.750000 Penalty: 4550.091797
	Iteration 3F: 3 clusters Score -1145762 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1146215.750000 Penalty: 4550.091797
	Iteration 4F: 3 clusters Score -1146216 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1146671.000000 Penalty: 4550.091797
	Iteration 5F: 3 clusters Score -1146671 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1147149.500000 Penalty: 4550.091797
	Iteration 6F: 3 clusters Score -1147150 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1147660.250000 Penalty: 4550.091797
	Iteration 7F: 3 clusters Score -1147660 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1148066.375000 Penalty: 4550.091797
	Iteration 8Q: 3 clusters Score -1148066 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1148341.875000 Penalty: 4550.091797
	Iteration 9Q: 3 clusters Score -1148342 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1148538.750000 Penalty: 4550.091797
	Iteration 10Q: 3 clusters Score -1148539 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1148697.625000 Penalty: 4550.091797
	Iteration 11Q: 3 clusters Score -1148698 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1148855.750000 Penalty: 4550.091797
	Iteration 12Q: 3 clusters Score -1148856 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1148990.750000 Penalty: 4550.091797
	Iteration 13Q: 3 clusters Score -1148991 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1149073.875000 Penalty: 4550.091797
	Iteration 14Q: 3 clusters Score -1149074 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1149120.000000 Penalty: 4550.091797
	Iteration 15Q: 3 clusters Score -1149120 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1149148.875000 Penalty: 4550.091797
	Iteration 16Q: 3 clusters Score -1149149 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1149173.250000 Penalty: 4550.091797
	Iteration 17Q: 3 clusters Score -1149173 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1149192.500000 Penalty: 4550.091797
	Iteration 18Q: 3 clusters Score -1149192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1149204.500000 Penalty: 4550.091797
	Iteration 19Q: 3 clusters Score -1149204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1149209.500000 Penalty: 4550.091797
	Iteration 20F: 3 clusters Score -1149210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1149216.500000 Penalty: 4550.091797
	Iteration 21Q: 3 clusters Score -1149216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1149220.625000 Penalty: 4550.091797
	Iteration 22Q: 3 clusters Score -1149221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1149222.875000 Penalty: 4550.091797
	Iteration 23Q: 3 clusters Score -1149223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1149227.125000 Penalty: 4550.091797
	Iteration 24Q: 3 clusters Score -1149227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1149226.625000 Penalty: 4550.091797
	Iteration 25Q: 3 clusters Score -1149227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1149229.750000 Penalty: 4550.091797
	Iteration 26Q: 3 clusters Score -1149230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1149228.625000 Penalty: 4550.091797
	Iteration 27Q: 3 clusters Score -1149229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1149228.625000 Penalty: 4550.091797
	Iteration 28F: 3 clusters Score -1149229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (228785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228785 members 
Entering Unmasked Estep 
Score: -27919076.000000 Penalty: 3060.453369
	Iteration 0F: 2 clusters Score -2.791908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114249 members 
Mstep: Class 2 contains 114536 members 
Entering Unmasked Estep 
Score: -27768830.000000 Penalty: 6120.906738
	Iteration 0F: 3 clusters Score -2.776883e+07 nChanged 110142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110665 members 
Mstep: Class 2 contains 118120 members 
Entering Unmasked Estep 
Score: -27833450.000000 Penalty: 6120.906738
	Iteration 1F: 3 clusters Score -2.783345e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107896 members 
Mstep: Class 2 contains 120889 members 
Entering Unmasked Estep 
Score: -27834910.000000 Penalty: 6120.906738
	Iteration 2Q: 3 clusters Score -2.783491e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103589 members 
Mstep: Class 2 contains 125196 members 
Entering Unmasked Estep 
Score: -27836520.000000 Penalty: 6120.906738
	Iteration 3Q: 3 clusters Score -2.783652e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96942 members 
Mstep: Class 2 contains 131843 members 
Entering Unmasked Estep 
Score: -27839172.000000 Penalty: 6120.906738
	Iteration 4Q: 3 clusters Score -2.783917e+07 nChanged 11334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86576 members 
Mstep: Class 2 contains 142209 members 
Entering Unmasked Estep 
Score: -27844586.000000 Penalty: 6120.906738
	Iteration 5Q: 3 clusters Score -2.784459e+07 nChanged 15327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71759 members 
Mstep: Class 2 contains 157026 members 
Entering Unmasked Estep 
Score: -27854086.000000 Penalty: 6120.906738
	Iteration 6F: 3 clusters Score -2.785409e+07 nChanged 19333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52706 members 
Mstep: Class 2 contains 176079 members 
Entering Unmasked Estep 
Score: -27868976.000000 Penalty: 6120.906738
	Iteration 7F: 3 clusters Score -2.786898e+07 nChanged 20125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 196058 members 
Entering Unmasked Estep 
Score: -27886400.000000 Penalty: 6120.906738
	Iteration 8F: 3 clusters Score -2.78864e+07 nChanged 16386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 212382 members 
Entering Unmasked Estep 
Score: -27901676.000000 Penalty: 6120.906738
	Iteration 9F: 3 clusters Score -2.790168e+07 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 222059 members 
Entering Unmasked Estep 
Score: -27910608.000000 Penalty: 6120.906738
	Iteration 10Q: 3 clusters Score -2.791061e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 226210 members 
Entering Unmasked Estep 
Score: -27914164.000000 Penalty: 6120.906738
	Iteration 11Q: 3 clusters Score -2.791416e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 227684 members 
Entering Unmasked Estep 
Score: -27915574.000000 Penalty: 6120.906738
	Iteration 12Q: 3 clusters Score -2.791557e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 228176 members 
Entering Unmasked Estep 
Score: -27916018.000000 Penalty: 6120.906738
	Iteration 13Q: 3 clusters Score -2.791602e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 228329 members 
Entering Unmasked Estep 
Score: -27916218.000000 Penalty: 6120.906738
	Iteration 14Q: 3 clusters Score -2.791622e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 228388 members 
Entering Unmasked Estep 
Score: -27916230.000000 Penalty: 6120.906738
	Iteration 15Q: 3 clusters Score -2.791623e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 228420 members 
Entering Unmasked Estep 
Score: -27916276.000000 Penalty: 6120.906738
	Iteration 16Q: 3 clusters Score -2.791628e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 228438 members 
Entering Unmasked Estep 
Score: -27916314.000000 Penalty: 6120.906738
	Iteration 17Q: 3 clusters Score -2.791631e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 228447 members 
Entering Unmasked Estep 
Score: -27916314.000000 Penalty: 6120.906738
	Iteration 18Q: 3 clusters Score -2.791631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 228457 members 
Entering Unmasked Estep 
Score: -27916324.000000 Penalty: 6120.906738
	Iteration 19Q: 3 clusters Score -2.791632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 228455 members 
Entering Unmasked Estep 
Score: -27916322.000000 Penalty: 6120.906738
	Iteration 20F: 3 clusters Score -2.791632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 228455 members 
Entering Unmasked Estep 
Score: -27916318.000000 Penalty: 6120.906738
	Iteration 21Q: 3 clusters Score -2.791632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 228455 members 
Entering Unmasked Estep 
Score: -27916322.000000 Penalty: 6120.906738
	Iteration 22Q: 3 clusters Score -2.791632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 228455 members 
Entering Unmasked Estep 
Score: -27916332.000000 Penalty: 6120.906738
	Iteration 23Q: 3 clusters Score -2.791633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 228457 members 
Entering Unmasked Estep 
Score: -27916326.000000 Penalty: 6120.906738
	Iteration 24Q: 3 clusters Score -2.791633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 228460 members 
Entering Unmasked Estep 
Score: -27916326.000000 Penalty: 6120.906738
	Iteration 25Q: 3 clusters Score -2.791633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 228463 members 
Entering Unmasked Estep 
Score: -27916320.000000 Penalty: 6120.906738
	Iteration 26Q: 3 clusters Score -2.791632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 228466 members 
Entering Unmasked Estep 
Score: -27916344.000000 Penalty: 6120.906738
	Iteration 27Q: 3 clusters Score -2.791634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 228467 members 
Entering Unmasked Estep 
Score: -27916350.000000 Penalty: 6120.906738
	Iteration 28Q: 3 clusters Score -2.791635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 228469 members 
Entering Unmasked Estep 
Score: -27916360.000000 Penalty: 6120.906738
	Iteration 29Q: 3 clusters Score -2.791636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 228471 members 
Entering Unmasked Estep 
Score: -27916372.000000 Penalty: 6120.906738
	Iteration 30Q: 3 clusters Score -2.791637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 228471 members 
Entering Unmasked Estep 
Score: -27916372.000000 Penalty: 6120.906738
	Iteration 31F: 3 clusters Score -2.791637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (55195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55195 members 
Entering Unmasked Estep 
Score: -6606653.000000 Penalty: 2707.819580
	Iteration 0F: 2 clusters Score -6606653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -6569451.000000 Penalty: 5415.639160
	Iteration 0F: 3 clusters Score -6569451 nChanged 25610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -6583685.500000 Penalty: 5415.639160
	Iteration 1F: 3 clusters Score -6583686 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -6584251.500000 Penalty: 5415.639160
	Iteration 2Q: 3 clusters Score -6584252 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -6584820.500000 Penalty: 5415.639160
	Iteration 3Q: 3 clusters Score -6584820 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -6585443.500000 Penalty: 5415.639160
	Iteration 4Q: 3 clusters Score -6585444 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -6586278.500000 Penalty: 5415.639160
	Iteration 5Q: 3 clusters Score -6586278 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -6587405.500000 Penalty: 5415.639160
	Iteration 6Q: 3 clusters Score -6587406 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -6588908.500000 Penalty: 5415.639160
	Iteration 7F: 3 clusters Score -6588908 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -6590961.500000 Penalty: 5415.639160
	Iteration 8F: 3 clusters Score -6590962 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -6593695.000000 Penalty: 5415.639160
	Iteration 9F: 3 clusters Score -6593695 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -6596855.500000 Penalty: 5415.639160
	Iteration 10F: 3 clusters Score -6596856 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -6599823.500000 Penalty: 5415.639160
	Iteration 11F: 3 clusters Score -6599824 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -6602104.500000 Penalty: 5415.639160
	Iteration 12Q: 3 clusters Score -6602104 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -6603503.000000 Penalty: 5415.639160
	Iteration 13Q: 3 clusters Score -6603503 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 53689 members 
Entering Unmasked Estep 
Score: -6604268.000000 Penalty: 5415.639160
	Iteration 14Q: 3 clusters Score -6604268 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 54018 members 
Entering Unmasked Estep 
Score: -6604788.000000 Penalty: 5415.639160
	Iteration 15Q: 3 clusters Score -6604788 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 54174 members 
Entering Unmasked Estep 
Score: -6605148.500000 Penalty: 5415.639160
	Iteration 16Q: 3 clusters Score -6605148 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 54243 members 
Entering Unmasked Estep 
Score: -6605420.500000 Penalty: 5415.639160
	Iteration 17Q: 3 clusters Score -6605420 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -6605639.500000 Penalty: 5415.639160
	Iteration 18Q: 3 clusters Score -6605640 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -6605790.500000 Penalty: 5415.639160
	Iteration 19Q: 3 clusters Score -6605790 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -6605922.000000 Penalty: 5415.639160
	Iteration 20F: 3 clusters Score -6605922 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -6605996.000000 Penalty: 5415.639160
	Iteration 21Q: 3 clusters Score -6605996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -6606030.000000 Penalty: 5415.639160
	Iteration 22Q: 3 clusters Score -6606030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -6606048.000000 Penalty: 5415.639160
	Iteration 23Q: 3 clusters Score -6606048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -6606062.000000 Penalty: 5415.639160
	Iteration 24Q: 3 clusters Score -6606062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 54450 members 
Entering Unmasked Estep 
Score: -6606064.500000 Penalty: 5415.639160
	Iteration 25Q: 3 clusters Score -6606064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -6606068.000000 Penalty: 5415.639160
	Iteration 26Q: 3 clusters Score -6606068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -6606069.000000 Penalty: 5415.639160
	Iteration 27Q: 3 clusters Score -6606069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -6606072.000000 Penalty: 5415.639160
	Iteration 28Q: 3 clusters Score -6606072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -6606072.000000 Penalty: 5415.639160
	Iteration 29Q: 3 clusters Score -6606072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -6606076.500000 Penalty: 5415.639160
	Iteration 30Q: 3 clusters Score -6606076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -6606076.500000 Penalty: 5415.639160
	Iteration 31F: 3 clusters Score -6606076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (24779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Entering Unmasked Estep 
Score: -2924387.500000 Penalty: 2509.202637
	Iteration 0F: 2 clusters Score -2924388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2907296.500000 Penalty: 5018.405273
	Iteration 0F: 3 clusters Score -2907296 nChanged 10957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2913256.000000 Penalty: 5018.405273
	Iteration 1F: 3 clusters Score -2913256 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2913942.750000 Penalty: 5018.405273
	Iteration 2F: 3 clusters Score -2913943 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2914720.250000 Penalty: 5018.405273
	Iteration 3F: 3 clusters Score -2914720 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2915587.500000 Penalty: 5018.405273
	Iteration 4F: 3 clusters Score -2915588 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2916571.000000 Penalty: 5018.405273
	Iteration 5F: 3 clusters Score -2916571 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2917562.250000 Penalty: 5018.405273
	Iteration 6F: 3 clusters Score -2917562 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2918541.250000 Penalty: 5018.405273
	Iteration 7F: 3 clusters Score -2918541 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2919485.250000 Penalty: 5018.405273
	Iteration 8F: 3 clusters Score -2919485 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2920175.500000 Penalty: 5018.405273
	Iteration 9Q: 3 clusters Score -2920176 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2920556.750000 Penalty: 5018.405273
	Iteration 10Q: 3 clusters Score -2920557 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2920762.000000 Penalty: 5018.405273
	Iteration 11Q: 3 clusters Score -2920762 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2920888.250000 Penalty: 5018.405273
	Iteration 12Q: 3 clusters Score -2920888 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2920954.250000 Penalty: 5018.405273
	Iteration 13Q: 3 clusters Score -2920954 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2921044.500000 Penalty: 5018.405273
	Iteration 14Q: 3 clusters Score -2921044 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2921131.250000 Penalty: 5018.405273
	Iteration 15Q: 3 clusters Score -2921131 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2921217.250000 Penalty: 5018.405273
	Iteration 16Q: 3 clusters Score -2921217 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2921306.000000 Penalty: 5018.405273
	Iteration 17Q: 3 clusters Score -2921306 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2921400.250000 Penalty: 5018.405273
	Iteration 18Q: 3 clusters Score -2921400 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2921518.750000 Penalty: 5018.405273
	Iteration 19Q: 3 clusters Score -2921519 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2921599.250000 Penalty: 5018.405273
	Iteration 20F: 3 clusters Score -2921599 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2921678.250000 Penalty: 5018.405273
	Iteration 21Q: 3 clusters Score -2921678 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2921744.500000 Penalty: 5018.405273
	Iteration 22Q: 3 clusters Score -2921744 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2921786.750000 Penalty: 5018.405273
	Iteration 23Q: 3 clusters Score -2921787 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2921837.250000 Penalty: 5018.405273
	Iteration 24Q: 3 clusters Score -2921837 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2921891.750000 Penalty: 5018.405273
	Iteration 25Q: 3 clusters Score -2921892 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2921938.000000 Penalty: 5018.405273
	Iteration 26Q: 3 clusters Score -2921938 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2921967.000000 Penalty: 5018.405273
	Iteration 27Q: 3 clusters Score -2921967 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2922011.750000 Penalty: 5018.405273
	Iteration 28Q: 3 clusters Score -2922012 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2922036.750000 Penalty: 5018.405273
	Iteration 29Q: 3 clusters Score -2922037 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2922072.500000 Penalty: 5018.405273
	Iteration 30Q: 3 clusters Score -2922072 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2922091.750000 Penalty: 5018.405273
	Iteration 31Q: 3 clusters Score -2922092 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2922119.250000 Penalty: 5018.405273
	Iteration 32Q: 3 clusters Score -2922119 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2922143.000000 Penalty: 5018.405273
	Iteration 33Q: 3 clusters Score -2922143 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2922163.250000 Penalty: 5018.405273
	Iteration 34Q: 3 clusters Score -2922163 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2922171.750000 Penalty: 5018.405273
	Iteration 35Q: 3 clusters Score -2922172 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2922183.000000 Penalty: 5018.405273
	Iteration 36Q: 3 clusters Score -2922183 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2922187.500000 Penalty: 5018.405273
	Iteration 37Q: 3 clusters Score -2922188 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2922205.250000 Penalty: 5018.405273
	Iteration 38Q: 3 clusters Score -2922205 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2922219.500000 Penalty: 5018.405273
	Iteration 39Q: 3 clusters Score -2922220 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2922223.250000 Penalty: 5018.405273
	Iteration 40F: 3 clusters Score -2922223 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2922231.250000 Penalty: 5018.405273
	Iteration 41Q: 3 clusters Score -2922231 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2922235.000000 Penalty: 5018.405273
	Iteration 42Q: 3 clusters Score -2922235 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2922237.000000 Penalty: 5018.405273
	Iteration 43Q: 3 clusters Score -2922237 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2922254.750000 Penalty: 5018.405273
	Iteration 44Q: 3 clusters Score -2922255 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2922260.750000 Penalty: 5018.405273
	Iteration 45Q: 3 clusters Score -2922261 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2922262.500000 Penalty: 5018.405273
	Iteration 46Q: 3 clusters Score -2922262 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2922283.000000 Penalty: 5018.405273
	Iteration 47Q: 3 clusters Score -2922283 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2922290.000000 Penalty: 5018.405273
	Iteration 48Q: 3 clusters Score -2922290 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2922302.500000 Penalty: 5018.405273
	Iteration 49Q: 3 clusters Score -2922302 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2922326.250000 Penalty: 5018.405273
	Iteration 50Q: 3 clusters Score -2922326 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2922339.750000 Penalty: 5018.405273
	Iteration 51Q: 3 clusters Score -2922340 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2922352.250000 Penalty: 5018.405273
	Iteration 52Q: 3 clusters Score -2922352 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2922366.000000 Penalty: 5018.405273
	Iteration 53Q: 3 clusters Score -2922366 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2922380.250000 Penalty: 5018.405273
	Iteration 54Q: 3 clusters Score -2922380 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2922396.000000 Penalty: 5018.405273
	Iteration 55Q: 3 clusters Score -2922396 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2922408.750000 Penalty: 5018.405273
	Iteration 56Q: 3 clusters Score -2922409 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2922415.000000 Penalty: 5018.405273
	Iteration 57Q: 3 clusters Score -2922415 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2922428.250000 Penalty: 5018.405273
	Iteration 58Q: 3 clusters Score -2922428 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2922439.500000 Penalty: 5018.405273
	Iteration 59Q: 3 clusters Score -2922440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2922448.750000 Penalty: 5018.405273
	Iteration 60F: 3 clusters Score -2922449 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2922466.500000 Penalty: 5018.405273
	Iteration 61Q: 3 clusters Score -2922466 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2922487.000000 Penalty: 5018.405273
	Iteration 62Q: 3 clusters Score -2922487 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2922495.750000 Penalty: 5018.405273
	Iteration 63Q: 3 clusters Score -2922496 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2922518.750000 Penalty: 5018.405273
	Iteration 64Q: 3 clusters Score -2922519 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2922527.250000 Penalty: 5018.405273
	Iteration 65Q: 3 clusters Score -2922527 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2922542.500000 Penalty: 5018.405273
	Iteration 66Q: 3 clusters Score -2922542 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2922555.750000 Penalty: 5018.405273
	Iteration 67Q: 3 clusters Score -2922556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2922564.000000 Penalty: 5018.405273
	Iteration 68Q: 3 clusters Score -2922564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2922567.500000 Penalty: 5018.405273
	Iteration 69Q: 3 clusters Score -2922568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2922576.500000 Penalty: 5018.405273
	Iteration 70Q: 3 clusters Score -2922576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2922580.500000 Penalty: 5018.405273
	Iteration 71Q: 3 clusters Score -2922580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2922589.250000 Penalty: 5018.405273
	Iteration 72Q: 3 clusters Score -2922589 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2922595.000000 Penalty: 5018.405273
	Iteration 73Q: 3 clusters Score -2922595 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2922603.750000 Penalty: 5018.405273
	Iteration 74Q: 3 clusters Score -2922604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2922601.750000 Penalty: 5018.405273
	Iteration 75Q: 3 clusters Score -2922602 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2922610.500000 Penalty: 5018.405273
	Iteration 76Q: 3 clusters Score -2922610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2922625.250000 Penalty: 5018.405273
	Iteration 77Q: 3 clusters Score -2922625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2922621.000000 Penalty: 5018.405273
	Iteration 78Q: 3 clusters Score -2922621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2922627.500000 Penalty: 5018.405273
	Iteration 79Q: 3 clusters Score -2922628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2922632.000000 Penalty: 5018.405273
	Iteration 80F: 3 clusters Score -2922632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2922638.750000 Penalty: 5018.405273
	Iteration 81Q: 3 clusters Score -2922639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2922641.000000 Penalty: 5018.405273
	Iteration 82Q: 3 clusters Score -2922641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2922644.000000 Penalty: 5018.405273
	Iteration 83Q: 3 clusters Score -2922644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2922648.250000 Penalty: 5018.405273
	Iteration 84Q: 3 clusters Score -2922648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2922650.250000 Penalty: 5018.405273
	Iteration 85Q: 3 clusters Score -2922650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2922649.750000 Penalty: 5018.405273
	Iteration 86Q: 3 clusters Score -2922650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2922659.500000 Penalty: 5018.405273
	Iteration 87Q: 3 clusters Score -2922660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2922655.500000 Penalty: 5018.405273
	Iteration 88Q: 3 clusters Score -2922656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2922666.500000 Penalty: 5018.405273
	Iteration 89Q: 3 clusters Score -2922666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2922671.750000 Penalty: 5018.405273
	Iteration 90Q: 3 clusters Score -2922672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2922667.000000 Penalty: 5018.405273
	Iteration 91Q: 3 clusters Score -2922667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2922665.750000 Penalty: 5018.405273
	Iteration 92Q: 3 clusters Score -2922666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2922670.000000 Penalty: 5018.405273
	Iteration 93Q: 3 clusters Score -2922670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2922671.250000 Penalty: 5018.405273
	Iteration 94Q: 3 clusters Score -2922671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2922667.250000 Penalty: 5018.405273
	Iteration 95Q: 3 clusters Score -2922667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2922667.000000 Penalty: 5018.405273
	Iteration 96Q: 3 clusters Score -2922667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2922674.000000 Penalty: 5018.405273
	Iteration 97Q: 3 clusters Score -2922674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2922674.250000 Penalty: 5018.405273
	Iteration 98Q: 3 clusters Score -2922674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2922674.750000 Penalty: 5018.405273
	Iteration 99Q: 3 clusters Score -2922675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2922674.750000 Penalty: 5018.405273
	Iteration 100F: 3 clusters Score -2922675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (155261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155261 members 
Entering Unmasked Estep 
Score: -18827326.000000 Penalty: 2964.310059
	Iteration 0F: 2 clusters Score -1.882733e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77251 members 
Mstep: Class 2 contains 78010 members 
Entering Unmasked Estep 
Score: -18723346.000000 Penalty: 5928.620117
	Iteration 0F: 3 clusters Score -1.872335e+07 nChanged 74034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71369 members 
Mstep: Class 2 contains 83892 members 
Entering Unmasked Estep 
Score: -18766534.000000 Penalty: 5928.620117
	Iteration 1F: 3 clusters Score -1.876653e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67475 members 
Mstep: Class 2 contains 87786 members 
Entering Unmasked Estep 
Score: -18768116.000000 Penalty: 5928.620117
	Iteration 2Q: 3 clusters Score -1.876812e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61400 members 
Mstep: Class 2 contains 93861 members 
Entering Unmasked Estep 
Score: -18771018.000000 Penalty: 5928.620117
	Iteration 3Q: 3 clusters Score -1.877102e+07 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52161 members 
Mstep: Class 2 contains 103100 members 
Entering Unmasked Estep 
Score: -18776698.000000 Penalty: 5928.620117
	Iteration 4F: 3 clusters Score -1.87767e+07 nChanged 12924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 115730 members 
Entering Unmasked Estep 
Score: -18786844.000000 Penalty: 5928.620117
	Iteration 5F: 3 clusters Score -1.878684e+07 nChanged 14562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 130102 members 
Entering Unmasked Estep 
Score: -18800676.000000 Penalty: 5928.620117
	Iteration 6F: 3 clusters Score -1.880068e+07 nChanged 12268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 142270 members 
Entering Unmasked Estep 
Score: -18812846.000000 Penalty: 5928.620117
	Iteration 7F: 3 clusters Score -1.881285e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 149601 members 
Entering Unmasked Estep 
Score: -18819970.000000 Penalty: 5928.620117
	Iteration 8Q: 3 clusters Score -1.881997e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 152847 members 
Entering Unmasked Estep 
Score: -18822912.000000 Penalty: 5928.620117
	Iteration 9Q: 3 clusters Score -1.882291e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 154107 members 
Entering Unmasked Estep 
Score: -18824074.000000 Penalty: 5928.620117
	Iteration 10Q: 3 clusters Score -1.882407e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 154507 members 
Entering Unmasked Estep 
Score: -18824358.000000 Penalty: 5928.620117
	Iteration 11Q: 3 clusters Score -1.882436e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 154651 members 
Entering Unmasked Estep 
Score: -18824494.000000 Penalty: 5928.620117
	Iteration 12Q: 3 clusters Score -1.882449e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 154734 members 
Entering Unmasked Estep 
Score: -18824590.000000 Penalty: 5928.620117
	Iteration 13Q: 3 clusters Score -1.882459e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 154767 members 
Entering Unmasked Estep 
Score: -18824642.000000 Penalty: 5928.620117
	Iteration 14Q: 3 clusters Score -1.882464e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 154784 members 
Entering Unmasked Estep 
Score: -18824682.000000 Penalty: 5928.620117
	Iteration 15Q: 3 clusters Score -1.882468e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 154801 members 
Entering Unmasked Estep 
Score: -18824712.000000 Penalty: 5928.620117
	Iteration 16Q: 3 clusters Score -1.882471e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 154812 members 
Entering Unmasked Estep 
Score: -18824736.000000 Penalty: 5928.620117
	Iteration 17Q: 3 clusters Score -1.882474e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 154820 members 
Entering Unmasked Estep 
Score: -18824768.000000 Penalty: 5928.620117
	Iteration 18Q: 3 clusters Score -1.882477e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 154822 members 
Entering Unmasked Estep 
Score: -18824780.000000 Penalty: 5928.620117
	Iteration 19Q: 3 clusters Score -1.882478e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 154824 members 
Entering Unmasked Estep 
Score: -18824796.000000 Penalty: 5928.620117
	Iteration 20F: 3 clusters Score -1.88248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 154827 members 
Entering Unmasked Estep 
Score: -18824802.000000 Penalty: 5928.620117
	Iteration 21Q: 3 clusters Score -1.88248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 154829 members 
Entering Unmasked Estep 
Score: -18824810.000000 Penalty: 5928.620117
	Iteration 22Q: 3 clusters Score -1.882481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 154826 members 
Entering Unmasked Estep 
Score: -18824834.000000 Penalty: 5928.620117
	Iteration 23Q: 3 clusters Score -1.882483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 154824 members 
Entering Unmasked Estep 
Score: -18824850.000000 Penalty: 5928.620117
	Iteration 24Q: 3 clusters Score -1.882485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 154831 members 
Entering Unmasked Estep 
Score: -18824838.000000 Penalty: 5928.620117
	Iteration 25Q: 3 clusters Score -1.882484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 154830 members 
Entering Unmasked Estep 
Score: -18824862.000000 Penalty: 5928.620117
	Iteration 26Q: 3 clusters Score -1.882486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 154830 members 
Entering Unmasked Estep 
Score: -18824870.000000 Penalty: 5928.620117
	Iteration 27Q: 3 clusters Score -1.882487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 154831 members 
Entering Unmasked Estep 
Score: -18824874.000000 Penalty: 5928.620117
	Iteration 28Q: 3 clusters Score -1.882487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 154829 members 
Entering Unmasked Estep 
Score: -18824892.000000 Penalty: 5928.620117
	Iteration 29Q: 3 clusters Score -1.882489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 154827 members 
Entering Unmasked Estep 
Score: -18824892.000000 Penalty: 5928.620117
	Iteration 30Q: 3 clusters Score -1.882489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 154828 members 
Entering Unmasked Estep 
Score: -18824908.000000 Penalty: 5928.620117
	Iteration 31Q: 3 clusters Score -1.882491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 154826 members 
Entering Unmasked Estep 
Score: -18824902.000000 Penalty: 5928.620117
	Iteration 32Q: 3 clusters Score -1.88249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 154829 members 
Entering Unmasked Estep 
Score: -18824892.000000 Penalty: 5928.620117
	Iteration 33Q: 3 clusters Score -1.882489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 154828 members 
Entering Unmasked Estep 
Score: -18824888.000000 Penalty: 5928.620117
	Iteration 34Q: 3 clusters Score -1.882489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 154829 members 
Entering Unmasked Estep 
Score: -18824898.000000 Penalty: 5928.620117
	Iteration 35Q: 3 clusters Score -1.88249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 154829 members 
Entering Unmasked Estep 
Score: -18824898.000000 Penalty: 5928.620117
	Iteration 36F: 3 clusters Score -1.88249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -85401.632812 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -85401.63 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 351 members 
Entering Unmasked Estep 
Score: -83692.578125 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -83692.58 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -83920.210938 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -83920.21 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -83998.500000 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -83998.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -84047.882812 Penalty: 3283.556396
	Iteration 3Q: 3 clusters Score -84047.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -84076.390625 Penalty: 3283.556396
	Iteration 4Q: 3 clusters Score -84076.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -84087.343750 Penalty: 3283.556396
	Iteration 5Q: 3 clusters Score -84087.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -84096.984375 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -84096.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -84103.156250 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -84103.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84103.851562 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -84103.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -84105.820312 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -84105.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84107.648438 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -84107.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84108.406250 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -84108.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -84109.148438 Penalty: 3283.556396
	Iteration 12Q: 3 clusters Score -84109.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -84111.929688 Penalty: 3283.556396
	Iteration 13Q: 3 clusters Score -84111.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84113.179688 Penalty: 3283.556396
	Iteration 14Q: 3 clusters Score -84113.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84113.179688 Penalty: 3283.556396
	Iteration 15F: 3 clusters Score -84113.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Entering Unmasked Estep 
Score: -881159.687500 Penalty: 2212.587646
	Iteration 0F: 2 clusters Score -881159.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -875079.125000 Penalty: 4425.175293
	Iteration 0F: 3 clusters Score -875079.1 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -876867.000000 Penalty: 4425.175293
	Iteration 1F: 3 clusters Score -876867 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -877177.375000 Penalty: 4425.175293
	Iteration 2F: 3 clusters Score -877177.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -877404.062500 Penalty: 4425.175293
	Iteration 3F: 3 clusters Score -877404.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -877554.500000 Penalty: 4425.175293
	Iteration 4Q: 3 clusters Score -877554.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -877648.937500 Penalty: 4425.175293
	Iteration 5Q: 3 clusters Score -877648.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -877722.875000 Penalty: 4425.175293
	Iteration 6Q: 3 clusters Score -877722.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -877777.062500 Penalty: 4425.175293
	Iteration 7Q: 3 clusters Score -877777.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -877810.750000 Penalty: 4425.175293
	Iteration 8Q: 3 clusters Score -877810.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -877848.375000 Penalty: 4425.175293
	Iteration 9Q: 3 clusters Score -877848.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -877876.375000 Penalty: 4425.175293
	Iteration 10Q: 3 clusters Score -877876.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -877896.937500 Penalty: 4425.175293
	Iteration 11Q: 3 clusters Score -877896.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -877914.125000 Penalty: 4425.175293
	Iteration 12Q: 3 clusters Score -877914.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -877935.437500 Penalty: 4425.175293
	Iteration 13Q: 3 clusters Score -877935.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -877953.437500 Penalty: 4425.175293
	Iteration 14Q: 3 clusters Score -877953.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -877969.000000 Penalty: 4425.175293
	Iteration 15Q: 3 clusters Score -877969 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -877984.750000 Penalty: 4425.175293
	Iteration 16Q: 3 clusters Score -877984.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -877997.562500 Penalty: 4425.175293
	Iteration 17Q: 3 clusters Score -877997.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -878010.312500 Penalty: 4425.175293
	Iteration 18Q: 3 clusters Score -878010.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -878022.250000 Penalty: 4425.175293
	Iteration 19Q: 3 clusters Score -878022.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -878034.437500 Penalty: 4425.175293
	Iteration 20F: 3 clusters Score -878034.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -878045.062500 Penalty: 4425.175293
	Iteration 21Q: 3 clusters Score -878045.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -878055.687500 Penalty: 4425.175293
	Iteration 22Q: 3 clusters Score -878055.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -878063.125000 Penalty: 4425.175293
	Iteration 23Q: 3 clusters Score -878063.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -878072.312500 Penalty: 4425.175293
	Iteration 24Q: 3 clusters Score -878072.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -878080.812500 Penalty: 4425.175293
	Iteration 25Q: 3 clusters Score -878080.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -878088.750000 Penalty: 4425.175293
	Iteration 26Q: 3 clusters Score -878088.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -878096.500000 Penalty: 4425.175293
	Iteration 27Q: 3 clusters Score -878096.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -878105.937500 Penalty: 4425.175293
	Iteration 28Q: 3 clusters Score -878105.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -878115.750000 Penalty: 4425.175293
	Iteration 29Q: 3 clusters Score -878115.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -878129.750000 Penalty: 4425.175293
	Iteration 30Q: 3 clusters Score -878129.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -878143.000000 Penalty: 4425.175293
	Iteration 31Q: 3 clusters Score -878143 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -878155.937500 Penalty: 4425.175293
	Iteration 32Q: 3 clusters Score -878155.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -878164.062500 Penalty: 4425.175293
	Iteration 33Q: 3 clusters Score -878164.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -878168.625000 Penalty: 4425.175293
	Iteration 34Q: 3 clusters Score -878168.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -878179.187500 Penalty: 4425.175293
	Iteration 35Q: 3 clusters Score -878179.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -878196.062500 Penalty: 4425.175293
	Iteration 36Q: 3 clusters Score -878196.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -878212.562500 Penalty: 4425.175293
	Iteration 37Q: 3 clusters Score -878212.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -878227.625000 Penalty: 4425.175293
	Iteration 38Q: 3 clusters Score -878227.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -878239.562500 Penalty: 4425.175293
	Iteration 39Q: 3 clusters Score -878239.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -878250.375000 Penalty: 4425.175293
	Iteration 40F: 3 clusters Score -878250.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -878265.687500 Penalty: 4425.175293
	Iteration 41Q: 3 clusters Score -878265.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -878282.500000 Penalty: 4425.175293
	Iteration 42Q: 3 clusters Score -878282.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -878298.687500 Penalty: 4425.175293
	Iteration 43Q: 3 clusters Score -878298.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -878311.125000 Penalty: 4425.175293
	Iteration 44Q: 3 clusters Score -878311.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -878323.500000 Penalty: 4425.175293
	Iteration 45Q: 3 clusters Score -878323.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -878336.750000 Penalty: 4425.175293
	Iteration 46Q: 3 clusters Score -878336.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -878352.562500 Penalty: 4425.175293
	Iteration 47Q: 3 clusters Score -878352.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -878366.250000 Penalty: 4425.175293
	Iteration 48Q: 3 clusters Score -878366.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -878390.437500 Penalty: 4425.175293
	Iteration 49Q: 3 clusters Score -878390.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -878411.562500 Penalty: 4425.175293
	Iteration 50Q: 3 clusters Score -878411.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -878437.000000 Penalty: 4425.175293
	Iteration 51Q: 3 clusters Score -878437 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -878461.937500 Penalty: 4425.175293
	Iteration 52Q: 3 clusters Score -878461.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -878499.125000 Penalty: 4425.175293
	Iteration 53Q: 3 clusters Score -878499.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -878539.750000 Penalty: 4425.175293
	Iteration 54Q: 3 clusters Score -878539.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -878584.500000 Penalty: 4425.175293
	Iteration 55Q: 3 clusters Score -878584.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -878618.312500 Penalty: 4425.175293
	Iteration 56Q: 3 clusters Score -878618.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -878655.812500 Penalty: 4425.175293
	Iteration 57Q: 3 clusters Score -878655.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -878689.500000 Penalty: 4425.175293
	Iteration 58Q: 3 clusters Score -878689.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -878734.562500 Penalty: 4425.175293
	Iteration 59Q: 3 clusters Score -878734.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -878774.750000 Penalty: 4425.175293
	Iteration 60F: 3 clusters Score -878774.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -878813.500000 Penalty: 4425.175293
	Iteration 61Q: 3 clusters Score -878813.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -878851.187500 Penalty: 4425.175293
	Iteration 62Q: 3 clusters Score -878851.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -878887.375000 Penalty: 4425.175293
	Iteration 63Q: 3 clusters Score -878887.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -878928.750000 Penalty: 4425.175293
	Iteration 64Q: 3 clusters Score -878928.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -878956.312500 Penalty: 4425.175293
	Iteration 65Q: 3 clusters Score -878956.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -878978.375000 Penalty: 4425.175293
	Iteration 66Q: 3 clusters Score -878978.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -879005.312500 Penalty: 4425.175293
	Iteration 67Q: 3 clusters Score -879005.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -879037.687500 Penalty: 4425.175293
	Iteration 68Q: 3 clusters Score -879037.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -879071.750000 Penalty: 4425.175293
	Iteration 69Q: 3 clusters Score -879071.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -879092.937500 Penalty: 4425.175293
	Iteration 70Q: 3 clusters Score -879092.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -879111.875000 Penalty: 4425.175293
	Iteration 71Q: 3 clusters Score -879111.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -879134.937500 Penalty: 4425.175293
	Iteration 72Q: 3 clusters Score -879134.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -879154.875000 Penalty: 4425.175293
	Iteration 73Q: 3 clusters Score -879154.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -879170.500000 Penalty: 4425.175293
	Iteration 74Q: 3 clusters Score -879170.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -879180.875000 Penalty: 4425.175293
	Iteration 75Q: 3 clusters Score -879180.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -879188.125000 Penalty: 4425.175293
	Iteration 76Q: 3 clusters Score -879188.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -879191.375000 Penalty: 4425.175293
	Iteration 77Q: 3 clusters Score -879191.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -879197.875000 Penalty: 4425.175293
	Iteration 78Q: 3 clusters Score -879197.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -879212.375000 Penalty: 4425.175293
	Iteration 79Q: 3 clusters Score -879212.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -879219.750000 Penalty: 4425.175293
	Iteration 80F: 3 clusters Score -879219.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -879224.125000 Penalty: 4425.175293
	Iteration 81Q: 3 clusters Score -879224.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -879231.250000 Penalty: 4425.175293
	Iteration 82Q: 3 clusters Score -879231.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -879236.250000 Penalty: 4425.175293
	Iteration 83Q: 3 clusters Score -879236.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -879238.250000 Penalty: 4425.175293
	Iteration 84Q: 3 clusters Score -879238.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -879246.062500 Penalty: 4425.175293
	Iteration 85Q: 3 clusters Score -879246.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -879256.875000 Penalty: 4425.175293
	Iteration 86Q: 3 clusters Score -879256.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -879269.000000 Penalty: 4425.175293
	Iteration 87Q: 3 clusters Score -879269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -879280.562500 Penalty: 4425.175293
	Iteration 88Q: 3 clusters Score -879280.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -879288.687500 Penalty: 4425.175293
	Iteration 89Q: 3 clusters Score -879288.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -879295.062500 Penalty: 4425.175293
	Iteration 90Q: 3 clusters Score -879295.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -879295.937500 Penalty: 4425.175293
	Iteration 91Q: 3 clusters Score -879295.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -879297.750000 Penalty: 4425.175293
	Iteration 92Q: 3 clusters Score -879297.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -879299.375000 Penalty: 4425.175293
	Iteration 93Q: 3 clusters Score -879299.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -879299.375000 Penalty: 4425.175293
	Iteration 94F: 3 clusters Score -879299.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -85739.929688 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -85739.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -84028.757812 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -84028.76 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -84293.109375 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -84293.11 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -84386.976562 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -84386.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -84426.570312 Penalty: 3284.877197
	Iteration 3Q: 3 clusters Score -84426.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -84440.468750 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -84440.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -84449.554688 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -84449.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -84458.507812 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -84458.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -84469.070312 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -84469.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -84478.773438 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -84478.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -84492.484375 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -84492.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -84505.398438 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -84505.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -84515.437500 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -84515.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -84522.257812 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -84522.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -84524.359375 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -84524.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -84529.250000 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -84529.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -84534.171875 Penalty: 3284.877197
	Iteration 15Q: 3 clusters Score -84534.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -84542.101562 Penalty: 3284.877197
	Iteration 16Q: 3 clusters Score -84542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -84546.054688 Penalty: 3284.877197
	Iteration 17Q: 3 clusters Score -84546.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -84548.375000 Penalty: 3284.877197
	Iteration 18Q: 3 clusters Score -84548.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -84550.671875 Penalty: 3284.877197
	Iteration 19Q: 3 clusters Score -84550.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -84553.601562 Penalty: 3284.877197
	Iteration 20F: 3 clusters Score -84553.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -82951.257812 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -82951.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -81250.750000 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -81250.75 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -81517.976562 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -81517.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -81564.421875 Penalty: 3274.210205
	Iteration 2Q: 3 clusters Score -81564.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -81574.734375 Penalty: 3274.210205
	Iteration 3Q: 3 clusters Score -81574.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -81581.648438 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -81581.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -81586.007812 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -81586.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -81586.007812 Penalty: 3274.210205
	Iteration 6F: 3 clusters Score -81586.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 126704 members 
Mstep: Class 2 contains 67659 members 
Mstep: Class 3 contains 16908 members 
Mstep: Class 4 contains 30759 members 
Mstep: Class 5 contains 12092 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 691 members 
Mstep: Class 8 contains 5773 members 
Mstep: Class 9 contains 18717 members 
Mstep: Class 10 contains 37654 members 
Mstep: Class 11 contains 7746 members 
Mstep: Class 12 contains 186073 members 
Mstep: Class 13 contains 9621 members 
Mstep: Class 14 contains 101479 members 
Mstep: Class 15 contains 25824 members 
Mstep: Class 16 contains 30386 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126562 members 
Mstep: Class 19 contains 20478 members 
Mstep: Class 20 contains 9639 members 
Mstep: Class 21 contains 228785 members 
Mstep: Class 22 contains 55195 members 
Mstep: Class 23 contains 24779 members 
Mstep: Class 24 contains 155261 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7493 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158462864.000000 Penalty: 101426.492188
Iteration 159Q: 30 clusters Score -1.584629e+08 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 125502 members 
Mstep: Class 2 contains 67460 members 
Mstep: Class 3 contains 17216 members 
Mstep: Class 4 contains 30765 members 
Mstep: Class 5 contains 12118 members 
Mstep: Class 6 contains 8670 members 
Mstep: Class 7 contains 691 members 
Mstep: Class 8 contains 5773 members 
Mstep: Class 9 contains 18882 members 
Mstep: Class 10 contains 37629 members 
Mstep: Class 11 contains 7741 members 
Mstep: Class 12 contains 186477 members 
Mstep: Class 13 contains 9644 members 
Mstep: Class 14 contains 101489 members 
Mstep: Class 15 contains 25976 members 
Mstep: Class 16 contains 30454 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126575 members 
Mstep: Class 19 contains 20542 members 
Mstep: Class 20 contains 9638 members 
Mstep: Class 21 contains 228808 members 
Mstep: Class 22 contains 55222 members 
Mstep: Class 23 contains 25093 members 
Mstep: Class 24 contains 155233 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7605 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 14746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158464064.000000 Penalty: 101426.492188
Iteration 160F: 30 clusters Score -1.584641e+08 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 124648 members 
Mstep: Class 2 contains 67361 members 
Mstep: Class 3 contains 17203 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 12131 members 
Mstep: Class 6 contains 8671 members 
Mstep: Class 7 contains 691 members 
Mstep: Class 8 contains 5774 members 
Mstep: Class 9 contains 18928 members 
Mstep: Class 10 contains 37621 members 
Mstep: Class 11 contains 7736 members 
Mstep: Class 12 contains 186781 members 
Mstep: Class 13 contains 9659 members 
Mstep: Class 14 contains 101494 members 
Mstep: Class 15 contains 26089 members 
Mstep: Class 16 contains 30536 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126566 members 
Mstep: Class 19 contains 20557 members 
Mstep: Class 20 contains 9645 members 
Mstep: Class 21 contains 228804 members 
Mstep: Class 22 contains 55219 members 
Mstep: Class 23 contains 24718 members 
Mstep: Class 24 contains 155171 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7549 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 15623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158465008.000000 Penalty: 101426.492188
Iteration 161Q: 30 clusters Score -1.58465e+08 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 123976 members 
Mstep: Class 2 contains 67309 members 
Mstep: Class 3 contains 17185 members 
Mstep: Class 4 contains 30783 members 
Mstep: Class 5 contains 12151 members 
Mstep: Class 6 contains 8676 members 
Mstep: Class 7 contains 691 members 
Mstep: Class 8 contains 5775 members 
Mstep: Class 9 contains 18935 members 
Mstep: Class 10 contains 37617 members 
Mstep: Class 11 contains 7721 members 
Mstep: Class 12 contains 187135 members 
Mstep: Class 13 contains 9681 members 
Mstep: Class 14 contains 101493 members 
Mstep: Class 15 contains 26152 members 
Mstep: Class 16 contains 30624 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126555 members 
Mstep: Class 19 contains 20555 members 
Mstep: Class 20 contains 9648 members 
Mstep: Class 21 contains 228765 members 
Mstep: Class 22 contains 55202 members 
Mstep: Class 23 contains 24455 members 
Mstep: Class 24 contains 155101 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7524 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 16240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158465312.000000 Penalty: 101426.492188
Iteration 162Q: 30 clusters Score -1.584653e+08 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 123394 members 
Mstep: Class 2 contains 67280 members 
Mstep: Class 3 contains 17181 members 
Mstep: Class 4 contains 30785 members 
Mstep: Class 5 contains 12166 members 
Mstep: Class 6 contains 8676 members 
Mstep: Class 7 contains 692 members 
Mstep: Class 8 contains 5775 members 
Mstep: Class 9 contains 18941 members 
Mstep: Class 10 contains 37611 members 
Mstep: Class 11 contains 7704 members 
Mstep: Class 12 contains 187466 members 
Mstep: Class 13 contains 9698 members 
Mstep: Class 14 contains 101498 members 
Mstep: Class 15 contains 26173 members 
Mstep: Class 16 contains 30700 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126541 members 
Mstep: Class 19 contains 20544 members 
Mstep: Class 20 contains 9652 members 
Mstep: Class 21 contains 228732 members 
Mstep: Class 22 contains 55191 members 
Mstep: Class 23 contains 24213 members 
Mstep: Class 24 contains 155012 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7510 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 16814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158465744.000000 Penalty: 101426.492188
Iteration 163Q: 30 clusters Score -1.584657e+08 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 122809 members 
Mstep: Class 2 contains 67292 members 
Mstep: Class 3 contains 17163 members 
Mstep: Class 4 contains 30779 members 
Mstep: Class 5 contains 12173 members 
Mstep: Class 6 contains 8678 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 18946 members 
Mstep: Class 10 contains 37601 members 
Mstep: Class 11 contains 7705 members 
Mstep: Class 12 contains 187810 members 
Mstep: Class 13 contains 9716 members 
Mstep: Class 14 contains 101505 members 
Mstep: Class 15 contains 26178 members 
Mstep: Class 16 contains 30769 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126519 members 
Mstep: Class 19 contains 20534 members 
Mstep: Class 20 contains 9661 members 
Mstep: Class 21 contains 228691 members 
Mstep: Class 22 contains 55183 members 
Mstep: Class 23 contains 23990 members 
Mstep: Class 24 contains 154944 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7505 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 17329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158465744.000000 Penalty: 101426.492188
Iteration 164Q: 30 clusters Score -1.584657e+08 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 122203 members 
Mstep: Class 2 contains 67315 members 
Mstep: Class 3 contains 17165 members 
Mstep: Class 4 contains 30780 members 
Mstep: Class 5 contains 12190 members 
Mstep: Class 6 contains 8683 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 18956 members 
Mstep: Class 10 contains 37592 members 
Mstep: Class 11 contains 7708 members 
Mstep: Class 12 contains 188144 members 
Mstep: Class 13 contains 9726 members 
Mstep: Class 14 contains 101511 members 
Mstep: Class 15 contains 26181 members 
Mstep: Class 16 contains 30818 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126519 members 
Mstep: Class 19 contains 20529 members 
Mstep: Class 20 contains 9674 members 
Mstep: Class 21 contains 228663 members 
Mstep: Class 22 contains 55173 members 
Mstep: Class 23 contains 23729 members 
Mstep: Class 24 contains 154872 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7489 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 17860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158465696.000000 Penalty: 101426.492188
Iteration 165Q: 30 clusters Score -1.584657e+08 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 121604 members 
Mstep: Class 2 contains 67335 members 
Mstep: Class 3 contains 17182 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12204 members 
Mstep: Class 6 contains 8685 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 18946 members 
Mstep: Class 10 contains 37587 members 
Mstep: Class 11 contains 7710 members 
Mstep: Class 12 contains 188455 members 
Mstep: Class 13 contains 9736 members 
Mstep: Class 14 contains 101515 members 
Mstep: Class 15 contains 26188 members 
Mstep: Class 16 contains 30858 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126511 members 
Mstep: Class 19 contains 20522 members 
Mstep: Class 20 contains 9682 members 
Mstep: Class 21 contains 228637 members 
Mstep: Class 22 contains 55160 members 
Mstep: Class 23 contains 23493 members 
Mstep: Class 24 contains 154829 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7487 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 18379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158466256.000000 Penalty: 101426.492188
Iteration 166Q: 30 clusters Score -1.584663e+08 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 121082 members 
Mstep: Class 2 contains 67351 members 
Mstep: Class 3 contains 17197 members 
Mstep: Class 4 contains 30778 members 
Mstep: Class 5 contains 12221 members 
Mstep: Class 6 contains 8690 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5777 members 
Mstep: Class 9 contains 18918 members 
Mstep: Class 10 contains 37573 members 
Mstep: Class 11 contains 7709 members 
Mstep: Class 12 contains 188684 members 
Mstep: Class 13 contains 9756 members 
Mstep: Class 14 contains 101517 members 
Mstep: Class 15 contains 26190 members 
Mstep: Class 16 contains 30901 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126521 members 
Mstep: Class 19 contains 20525 members 
Mstep: Class 20 contains 9685 members 
Mstep: Class 21 contains 228605 members 
Mstep: Class 22 contains 55154 members 
Mstep: Class 23 contains 23272 members 
Mstep: Class 24 contains 154779 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7485 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 18886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158466560.000000 Penalty: 101426.492188
Iteration 167Q: 30 clusters Score -1.584666e+08 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 120550 members 
Mstep: Class 2 contains 67378 members 
Mstep: Class 3 contains 17187 members 
Mstep: Class 4 contains 30784 members 
Mstep: Class 5 contains 12240 members 
Mstep: Class 6 contains 8691 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5777 members 
Mstep: Class 9 contains 18897 members 
Mstep: Class 10 contains 37567 members 
Mstep: Class 11 contains 7702 members 
Mstep: Class 12 contains 188910 members 
Mstep: Class 13 contains 9781 members 
Mstep: Class 14 contains 101508 members 
Mstep: Class 15 contains 26201 members 
Mstep: Class 16 contains 30937 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126530 members 
Mstep: Class 19 contains 20522 members 
Mstep: Class 20 contains 9693 members 
Mstep: Class 21 contains 228577 members 
Mstep: Class 22 contains 55152 members 
Mstep: Class 23 contains 23080 members 
Mstep: Class 24 contains 154742 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7485 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 19365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467104.000000 Penalty: 101426.492188
Iteration 168Q: 30 clusters Score -1.584671e+08 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 120067 members 
Mstep: Class 2 contains 67411 members 
Mstep: Class 3 contains 17185 members 
Mstep: Class 4 contains 30795 members 
Mstep: Class 5 contains 12256 members 
Mstep: Class 6 contains 8694 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5777 members 
Mstep: Class 9 contains 18874 members 
Mstep: Class 10 contains 37560 members 
Mstep: Class 11 contains 7686 members 
Mstep: Class 12 contains 189070 members 
Mstep: Class 13 contains 9815 members 
Mstep: Class 14 contains 101506 members 
Mstep: Class 15 contains 26210 members 
Mstep: Class 16 contains 30993 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126534 members 
Mstep: Class 19 contains 20530 members 
Mstep: Class 20 contains 9694 members 
Mstep: Class 21 contains 228540 members 
Mstep: Class 22 contains 55154 members 
Mstep: Class 23 contains 22872 members 
Mstep: Class 24 contains 154693 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7487 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 19853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467472.000000 Penalty: 101426.492188
Iteration 169Q: 30 clusters Score -1.584675e+08 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 119623 members 
Mstep: Class 2 contains 67428 members 
Mstep: Class 3 contains 17199 members 
Mstep: Class 4 contains 30797 members 
Mstep: Class 5 contains 12274 members 
Mstep: Class 6 contains 8696 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5777 members 
Mstep: Class 9 contains 18873 members 
Mstep: Class 10 contains 37544 members 
Mstep: Class 11 contains 7683 members 
Mstep: Class 12 contains 189201 members 
Mstep: Class 13 contains 9853 members 
Mstep: Class 14 contains 101509 members 
Mstep: Class 15 contains 26215 members 
Mstep: Class 16 contains 31045 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126514 members 
Mstep: Class 19 contains 20530 members 
Mstep: Class 20 contains 9701 members 
Mstep: Class 21 contains 228493 members 
Mstep: Class 22 contains 55156 members 
Mstep: Class 23 contains 22692 members 
Mstep: Class 24 contains 154633 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7494 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 20326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467872.000000 Penalty: 101426.492188
Iteration 170Q: 30 clusters Score -1.584679e+08 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 119169 members 
Mstep: Class 2 contains 67442 members 
Mstep: Class 3 contains 17200 members 
Mstep: Class 4 contains 30790 members 
Mstep: Class 5 contains 12296 members 
Mstep: Class 6 contains 8698 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 18875 members 
Mstep: Class 10 contains 37535 members 
Mstep: Class 11 contains 7683 members 
Mstep: Class 12 contains 189355 members 
Mstep: Class 13 contains 9883 members 
Mstep: Class 14 contains 101513 members 
Mstep: Class 15 contains 26220 members 
Mstep: Class 16 contains 31086 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126493 members 
Mstep: Class 19 contains 20531 members 
Mstep: Class 20 contains 9712 members 
Mstep: Class 21 contains 228466 members 
Mstep: Class 22 contains 55160 members 
Mstep: Class 23 contains 22502 members 
Mstep: Class 24 contains 154574 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7500 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 20797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467936.000000 Penalty: 101426.492188
Iteration 171Q: 30 clusters Score -1.584679e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 118750 members 
Mstep: Class 2 contains 67452 members 
Mstep: Class 3 contains 17211 members 
Mstep: Class 4 contains 30794 members 
Mstep: Class 5 contains 12320 members 
Mstep: Class 6 contains 8700 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 18879 members 
Mstep: Class 10 contains 37532 members 
Mstep: Class 11 contains 7673 members 
Mstep: Class 12 contains 189452 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 101520 members 
Mstep: Class 15 contains 26232 members 
Mstep: Class 16 contains 31127 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126475 members 
Mstep: Class 19 contains 20530 members 
Mstep: Class 20 contains 9725 members 
Mstep: Class 21 contains 228425 members 
Mstep: Class 22 contains 55162 members 
Mstep: Class 23 contains 22315 members 
Mstep: Class 24 contains 154522 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7507 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 21265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467952.000000 Penalty: 101426.492188
Iteration 172Q: 30 clusters Score -1.58468e+08 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 118337 members 
Mstep: Class 2 contains 67470 members 
Mstep: Class 3 contains 17204 members 
Mstep: Class 4 contains 30798 members 
Mstep: Class 5 contains 12332 members 
Mstep: Class 6 contains 8700 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 18887 members 
Mstep: Class 10 contains 37522 members 
Mstep: Class 11 contains 7668 members 
Mstep: Class 12 contains 189581 members 
Mstep: Class 13 contains 9958 members 
Mstep: Class 14 contains 101536 members 
Mstep: Class 15 contains 26230 members 
Mstep: Class 16 contains 31167 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126451 members 
Mstep: Class 19 contains 20532 members 
Mstep: Class 20 contains 9736 members 
Mstep: Class 21 contains 228397 members 
Mstep: Class 22 contains 55172 members 
Mstep: Class 23 contains 22107 members 
Mstep: Class 24 contains 154474 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7518 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 21703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468192.000000 Penalty: 101426.492188
Iteration 173Q: 30 clusters Score -1.584682e+08 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 117967 members 
Mstep: Class 2 contains 67494 members 
Mstep: Class 3 contains 17210 members 
Mstep: Class 4 contains 30799 members 
Mstep: Class 5 contains 12340 members 
Mstep: Class 6 contains 8703 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 18886 members 
Mstep: Class 10 contains 37516 members 
Mstep: Class 11 contains 7656 members 
Mstep: Class 12 contains 189698 members 
Mstep: Class 13 contains 9998 members 
Mstep: Class 14 contains 101545 members 
Mstep: Class 15 contains 26234 members 
Mstep: Class 16 contains 31206 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126432 members 
Mstep: Class 19 contains 20527 members 
Mstep: Class 20 contains 9745 members 
Mstep: Class 21 contains 228373 members 
Mstep: Class 22 contains 55170 members 
Mstep: Class 23 contains 21903 members 
Mstep: Class 24 contains 154436 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7539 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 22103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468608.000000 Penalty: 101426.492188
Iteration 174Q: 30 clusters Score -1.584686e+08 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 117598 members 
Mstep: Class 2 contains 67499 members 
Mstep: Class 3 contains 17220 members 
Mstep: Class 4 contains 30799 members 
Mstep: Class 5 contains 12343 members 
Mstep: Class 6 contains 8706 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 18881 members 
Mstep: Class 10 contains 37514 members 
Mstep: Class 11 contains 7643 members 
Mstep: Class 12 contains 189827 members 
Mstep: Class 13 contains 10048 members 
Mstep: Class 14 contains 101547 members 
Mstep: Class 15 contains 26236 members 
Mstep: Class 16 contains 31268 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126423 members 
Mstep: Class 19 contains 20518 members 
Mstep: Class 20 contains 9753 members 
Mstep: Class 21 contains 228326 members 
Mstep: Class 22 contains 55168 members 
Mstep: Class 23 contains 21742 members 
Mstep: Class 24 contains 154373 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7556 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 22491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468576.000000 Penalty: 101426.492188
Iteration 175Q: 30 clusters Score -1.584686e+08 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 117246 members 
Mstep: Class 2 contains 67514 members 
Mstep: Class 3 contains 17217 members 
Mstep: Class 4 contains 30805 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 8705 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5777 members 
Mstep: Class 9 contains 18883 members 
Mstep: Class 10 contains 37510 members 
Mstep: Class 11 contains 7631 members 
Mstep: Class 12 contains 189922 members 
Mstep: Class 13 contains 10079 members 
Mstep: Class 14 contains 101545 members 
Mstep: Class 15 contains 26237 members 
Mstep: Class 16 contains 31307 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126408 members 
Mstep: Class 19 contains 20517 members 
Mstep: Class 20 contains 9765 members 
Mstep: Class 21 contains 228294 members 
Mstep: Class 22 contains 55171 members 
Mstep: Class 23 contains 21592 members 
Mstep: Class 24 contains 154329 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7574 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 22879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468384.000000 Penalty: 101426.492188
Iteration 176Q: 30 clusters Score -1.584684e+08 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 116872 members 
Mstep: Class 2 contains 67521 members 
Mstep: Class 3 contains 17212 members 
Mstep: Class 4 contains 30813 members 
Mstep: Class 5 contains 12351 members 
Mstep: Class 6 contains 8703 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 18887 members 
Mstep: Class 10 contains 37505 members 
Mstep: Class 11 contains 7619 members 
Mstep: Class 12 contains 190053 members 
Mstep: Class 13 contains 10130 members 
Mstep: Class 14 contains 101552 members 
Mstep: Class 15 contains 26234 members 
Mstep: Class 16 contains 31364 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126394 members 
Mstep: Class 19 contains 20514 members 
Mstep: Class 20 contains 9779 members 
Mstep: Class 21 contains 228255 members 
Mstep: Class 22 contains 55172 members 
Mstep: Class 23 contains 21444 members 
Mstep: Class 24 contains 154282 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7583 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 23240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468352.000000 Penalty: 101426.492188
Iteration 177Q: 30 clusters Score -1.584684e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 116521 members 
Mstep: Class 2 contains 67525 members 
Mstep: Class 3 contains 17206 members 
Mstep: Class 4 contains 30822 members 
Mstep: Class 5 contains 12357 members 
Mstep: Class 6 contains 8707 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 18885 members 
Mstep: Class 10 contains 37499 members 
Mstep: Class 11 contains 7608 members 
Mstep: Class 12 contains 190179 members 
Mstep: Class 13 contains 10195 members 
Mstep: Class 14 contains 101563 members 
Mstep: Class 15 contains 26240 members 
Mstep: Class 16 contains 31395 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126373 members 
Mstep: Class 19 contains 20516 members 
Mstep: Class 20 contains 9797 members 
Mstep: Class 21 contains 228218 members 
Mstep: Class 22 contains 55167 members 
Mstep: Class 23 contains 21286 members 
Mstep: Class 24 contains 154240 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7579 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 23601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468000.000000 Penalty: 101426.492188
Iteration 178Q: 30 clusters Score -1.58468e+08 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 116188 members 
Mstep: Class 2 contains 67527 members 
Mstep: Class 3 contains 17192 members 
Mstep: Class 4 contains 30834 members 
Mstep: Class 5 contains 12361 members 
Mstep: Class 6 contains 8706 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 18883 members 
Mstep: Class 10 contains 37489 members 
Mstep: Class 11 contains 7599 members 
Mstep: Class 12 contains 190327 members 
Mstep: Class 13 contains 10253 members 
Mstep: Class 14 contains 101560 members 
Mstep: Class 15 contains 26239 members 
Mstep: Class 16 contains 31423 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126349 members 
Mstep: Class 19 contains 20520 members 
Mstep: Class 20 contains 9815 members 
Mstep: Class 21 contains 228174 members 
Mstep: Class 22 contains 55176 members 
Mstep: Class 23 contains 21148 members 
Mstep: Class 24 contains 154204 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7579 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 23933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467776.000000 Penalty: 101426.492188
Iteration 179Q: 30 clusters Score -1.584678e+08 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 115864 members 
Mstep: Class 2 contains 67530 members 
Mstep: Class 3 contains 17180 members 
Mstep: Class 4 contains 30845 members 
Mstep: Class 5 contains 12363 members 
Mstep: Class 6 contains 8704 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 18871 members 
Mstep: Class 10 contains 37488 members 
Mstep: Class 11 contains 7589 members 
Mstep: Class 12 contains 190456 members 
Mstep: Class 13 contains 10311 members 
Mstep: Class 14 contains 101559 members 
Mstep: Class 15 contains 26244 members 
Mstep: Class 16 contains 31459 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126343 members 
Mstep: Class 19 contains 20524 members 
Mstep: Class 20 contains 9819 members 
Mstep: Class 21 contains 228140 members 
Mstep: Class 22 contains 55188 members 
Mstep: Class 23 contains 21020 members 
Mstep: Class 24 contains 154163 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7581 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 24238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468240.000000 Penalty: 101426.492188
Iteration 180F: 30 clusters Score -1.584682e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 115536 members 
Mstep: Class 2 contains 67520 members 
Mstep: Class 3 contains 17169 members 
Mstep: Class 4 contains 30853 members 
Mstep: Class 5 contains 12362 members 
Mstep: Class 6 contains 8703 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5774 members 
Mstep: Class 9 contains 18868 members 
Mstep: Class 10 contains 37486 members 
Mstep: Class 11 contains 7582 members 
Mstep: Class 12 contains 190575 members 
Mstep: Class 13 contains 10370 members 
Mstep: Class 14 contains 101556 members 
Mstep: Class 15 contains 26252 members 
Mstep: Class 16 contains 31491 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126326 members 
Mstep: Class 19 contains 20531 members 
Mstep: Class 20 contains 9825 members 
Mstep: Class 21 contains 228110 members 
Mstep: Class 22 contains 55197 members 
Mstep: Class 23 contains 20917 members 
Mstep: Class 24 contains 154124 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7589 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 24539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468112.000000 Penalty: 101426.492188
Iteration 181Q: 30 clusters Score -1.584681e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 115268 members 
Mstep: Class 2 contains 67524 members 
Mstep: Class 3 contains 17148 members 
Mstep: Class 4 contains 30856 members 
Mstep: Class 5 contains 12360 members 
Mstep: Class 6 contains 8702 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5775 members 
Mstep: Class 9 contains 18875 members 
Mstep: Class 10 contains 37481 members 
Mstep: Class 11 contains 7576 members 
Mstep: Class 12 contains 190622 members 
Mstep: Class 13 contains 10408 members 
Mstep: Class 14 contains 101552 members 
Mstep: Class 15 contains 26255 members 
Mstep: Class 16 contains 31522 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126322 members 
Mstep: Class 19 contains 20534 members 
Mstep: Class 20 contains 9830 members 
Mstep: Class 21 contains 228096 members 
Mstep: Class 22 contains 55207 members 
Mstep: Class 23 contains 20812 members 
Mstep: Class 24 contains 154107 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7591 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 24832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468000.000000 Penalty: 101426.492188
Iteration 182Q: 30 clusters Score -1.58468e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 115003 members 
Mstep: Class 2 contains 67532 members 
Mstep: Class 3 contains 17132 members 
Mstep: Class 4 contains 30858 members 
Mstep: Class 5 contains 12359 members 
Mstep: Class 6 contains 8700 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5775 members 
Mstep: Class 9 contains 18876 members 
Mstep: Class 10 contains 37479 members 
Mstep: Class 11 contains 7572 members 
Mstep: Class 12 contains 190680 members 
Mstep: Class 13 contains 10432 members 
Mstep: Class 14 contains 101560 members 
Mstep: Class 15 contains 26258 members 
Mstep: Class 16 contains 31558 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126320 members 
Mstep: Class 19 contains 20534 members 
Mstep: Class 20 contains 9841 members 
Mstep: Class 21 contains 228099 members 
Mstep: Class 22 contains 55213 members 
Mstep: Class 23 contains 20717 members 
Mstep: Class 24 contains 154072 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7589 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 25096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468048.000000 Penalty: 101426.492188
Iteration 183Q: 30 clusters Score -1.58468e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 114777 members 
Mstep: Class 2 contains 67545 members 
Mstep: Class 3 contains 17121 members 
Mstep: Class 4 contains 30861 members 
Mstep: Class 5 contains 12356 members 
Mstep: Class 6 contains 8702 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5775 members 
Mstep: Class 9 contains 18878 members 
Mstep: Class 10 contains 37476 members 
Mstep: Class 11 contains 7561 members 
Mstep: Class 12 contains 190711 members 
Mstep: Class 13 contains 10442 members 
Mstep: Class 14 contains 101560 members 
Mstep: Class 15 contains 26266 members 
Mstep: Class 16 contains 31604 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126318 members 
Mstep: Class 19 contains 20542 members 
Mstep: Class 20 contains 9851 members 
Mstep: Class 21 contains 228106 members 
Mstep: Class 22 contains 55218 members 
Mstep: Class 23 contains 20611 members 
Mstep: Class 24 contains 154046 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7587 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 25341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467920.000000 Penalty: 101426.492188
Iteration 184Q: 30 clusters Score -1.584679e+08 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 114558 members 
Mstep: Class 2 contains 67555 members 
Mstep: Class 3 contains 17108 members 
Mstep: Class 4 contains 30866 members 
Mstep: Class 5 contains 12353 members 
Mstep: Class 6 contains 8705 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5775 members 
Mstep: Class 9 contains 18873 members 
Mstep: Class 10 contains 37468 members 
Mstep: Class 11 contains 7556 members 
Mstep: Class 12 contains 190760 members 
Mstep: Class 13 contains 10454 members 
Mstep: Class 14 contains 101560 members 
Mstep: Class 15 contains 26269 members 
Mstep: Class 16 contains 31642 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126308 members 
Mstep: Class 19 contains 20540 members 
Mstep: Class 20 contains 9863 members 
Mstep: Class 21 contains 228125 members 
Mstep: Class 22 contains 55220 members 
Mstep: Class 23 contains 20504 members 
Mstep: Class 24 contains 154026 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7587 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 25580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467712.000000 Penalty: 101426.492188
Iteration 185Q: 30 clusters Score -1.584677e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 114318 members 
Mstep: Class 2 contains 67548 members 
Mstep: Class 3 contains 17109 members 
Mstep: Class 4 contains 30867 members 
Mstep: Class 5 contains 12355 members 
Mstep: Class 6 contains 8707 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5775 members 
Mstep: Class 9 contains 18876 members 
Mstep: Class 10 contains 37467 members 
Mstep: Class 11 contains 7545 members 
Mstep: Class 12 contains 190805 members 
Mstep: Class 13 contains 10474 members 
Mstep: Class 14 contains 101550 members 
Mstep: Class 15 contains 26275 members 
Mstep: Class 16 contains 31674 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126300 members 
Mstep: Class 19 contains 20536 members 
Mstep: Class 20 contains 9882 members 
Mstep: Class 21 contains 228133 members 
Mstep: Class 22 contains 55221 members 
Mstep: Class 23 contains 20419 members 
Mstep: Class 24 contains 154006 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7591 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 25821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468032.000000 Penalty: 101426.492188
Iteration 186Q: 30 clusters Score -1.58468e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 114045 members 
Mstep: Class 2 contains 67548 members 
Mstep: Class 3 contains 17118 members 
Mstep: Class 4 contains 30864 members 
Mstep: Class 5 contains 12357 members 
Mstep: Class 6 contains 8709 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5775 members 
Mstep: Class 9 contains 18876 members 
Mstep: Class 10 contains 37462 members 
Mstep: Class 11 contains 7536 members 
Mstep: Class 12 contains 190855 members 
Mstep: Class 13 contains 10493 members 
Mstep: Class 14 contains 101539 members 
Mstep: Class 15 contains 26282 members 
Mstep: Class 16 contains 31718 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126288 members 
Mstep: Class 19 contains 20532 members 
Mstep: Class 20 contains 9895 members 
Mstep: Class 21 contains 228149 members 
Mstep: Class 22 contains 55227 members 
Mstep: Class 23 contains 20338 members 
Mstep: Class 24 contains 153977 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7598 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 26073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468272.000000 Penalty: 101426.492188
Iteration 187Q: 30 clusters Score -1.584683e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 113757 members 
Mstep: Class 2 contains 67550 members 
Mstep: Class 3 contains 17122 members 
Mstep: Class 4 contains 30863 members 
Mstep: Class 5 contains 12358 members 
Mstep: Class 6 contains 8713 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 18875 members 
Mstep: Class 10 contains 37449 members 
Mstep: Class 11 contains 7526 members 
Mstep: Class 12 contains 190930 members 
Mstep: Class 13 contains 10511 members 
Mstep: Class 14 contains 101539 members 
Mstep: Class 15 contains 26293 members 
Mstep: Class 16 contains 31757 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126283 members 
Mstep: Class 19 contains 20532 members 
Mstep: Class 20 contains 9911 members 
Mstep: Class 21 contains 228150 members 
Mstep: Class 22 contains 55237 members 
Mstep: Class 23 contains 20255 members 
Mstep: Class 24 contains 153940 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7604 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 26323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468592.000000 Penalty: 101426.492188
Iteration 188Q: 30 clusters Score -1.584686e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 113470 members 
Mstep: Class 2 contains 67550 members 
Mstep: Class 3 contains 17119 members 
Mstep: Class 4 contains 30860 members 
Mstep: Class 5 contains 12356 members 
Mstep: Class 6 contains 8713 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 18876 members 
Mstep: Class 10 contains 37441 members 
Mstep: Class 11 contains 7526 members 
Mstep: Class 12 contains 191044 members 
Mstep: Class 13 contains 10498 members 
Mstep: Class 14 contains 101545 members 
Mstep: Class 15 contains 26302 members 
Mstep: Class 16 contains 31795 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126290 members 
Mstep: Class 19 contains 20531 members 
Mstep: Class 20 contains 9920 members 
Mstep: Class 21 contains 228178 members 
Mstep: Class 22 contains 55242 members 
Mstep: Class 23 contains 20173 members 
Mstep: Class 24 contains 153907 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7611 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 26531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468592.000000 Penalty: 101426.492188
Iteration 189Q: 30 clusters Score -1.584686e+08 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 113222 members 
Mstep: Class 2 contains 67557 members 
Mstep: Class 3 contains 17122 members 
Mstep: Class 4 contains 30857 members 
Mstep: Class 5 contains 12351 members 
Mstep: Class 6 contains 8716 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 18874 members 
Mstep: Class 10 contains 37434 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 191102 members 
Mstep: Class 13 contains 10497 members 
Mstep: Class 14 contains 101551 members 
Mstep: Class 15 contains 26302 members 
Mstep: Class 16 contains 31822 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126293 members 
Mstep: Class 19 contains 20535 members 
Mstep: Class 20 contains 9927 members 
Mstep: Class 21 contains 228195 members 
Mstep: Class 22 contains 55247 members 
Mstep: Class 23 contains 20094 members 
Mstep: Class 24 contains 153873 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 26752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468720.000000 Penalty: 101426.492188
Iteration 190Q: 30 clusters Score -1.584687e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 112965 members 
Mstep: Class 2 contains 67562 members 
Mstep: Class 3 contains 17116 members 
Mstep: Class 4 contains 30859 members 
Mstep: Class 5 contains 12351 members 
Mstep: Class 6 contains 8714 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 18874 members 
Mstep: Class 10 contains 37432 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 191180 members 
Mstep: Class 13 contains 10498 members 
Mstep: Class 14 contains 101554 members 
Mstep: Class 15 contains 26300 members 
Mstep: Class 16 contains 31864 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126314 members 
Mstep: Class 19 contains 20536 members 
Mstep: Class 20 contains 9935 members 
Mstep: Class 21 contains 228218 members 
Mstep: Class 22 contains 55247 members 
Mstep: Class 23 contains 20003 members 
Mstep: Class 24 contains 153842 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7640 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 26946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468848.000000 Penalty: 101426.492188
Iteration 191Q: 30 clusters Score -1.584688e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 112700 members 
Mstep: Class 2 contains 67576 members 
Mstep: Class 3 contains 17116 members 
Mstep: Class 4 contains 30853 members 
Mstep: Class 5 contains 12352 members 
Mstep: Class 6 contains 8715 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5775 members 
Mstep: Class 9 contains 18875 members 
Mstep: Class 10 contains 37429 members 
Mstep: Class 11 contains 7533 members 
Mstep: Class 12 contains 191256 members 
Mstep: Class 13 contains 10465 members 
Mstep: Class 14 contains 101562 members 
Mstep: Class 15 contains 26304 members 
Mstep: Class 16 contains 31901 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126346 members 
Mstep: Class 19 contains 20534 members 
Mstep: Class 20 contains 9940 members 
Mstep: Class 21 contains 228251 members 
Mstep: Class 22 contains 55249 members 
Mstep: Class 23 contains 19924 members 
Mstep: Class 24 contains 153801 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7655 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 27142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468608.000000 Penalty: 101426.492188
Iteration 192Q: 30 clusters Score -1.584686e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 112476 members 
Mstep: Class 2 contains 67575 members 
Mstep: Class 3 contains 17104 members 
Mstep: Class 4 contains 30847 members 
Mstep: Class 5 contains 12351 members 
Mstep: Class 6 contains 8716 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5775 members 
Mstep: Class 9 contains 18882 members 
Mstep: Class 10 contains 37425 members 
Mstep: Class 11 contains 7542 members 
Mstep: Class 12 contains 191355 members 
Mstep: Class 13 contains 10453 members 
Mstep: Class 14 contains 101568 members 
Mstep: Class 15 contains 26309 members 
Mstep: Class 16 contains 31941 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126352 members 
Mstep: Class 19 contains 20533 members 
Mstep: Class 20 contains 9946 members 
Mstep: Class 21 contains 228274 members 
Mstep: Class 22 contains 55252 members 
Mstep: Class 23 contains 19837 members 
Mstep: Class 24 contains 153764 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7661 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 27316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468912.000000 Penalty: 101426.492188
Iteration 193Q: 30 clusters Score -1.584689e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 112269 members 
Mstep: Class 2 contains 67581 members 
Mstep: Class 3 contains 17115 members 
Mstep: Class 4 contains 30836 members 
Mstep: Class 5 contains 12351 members 
Mstep: Class 6 contains 8719 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5775 members 
Mstep: Class 9 contains 18884 members 
Mstep: Class 10 contains 37420 members 
Mstep: Class 11 contains 7544 members 
Mstep: Class 12 contains 191411 members 
Mstep: Class 13 contains 10444 members 
Mstep: Class 14 contains 101571 members 
Mstep: Class 15 contains 26316 members 
Mstep: Class 16 contains 31976 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126360 members 
Mstep: Class 19 contains 20533 members 
Mstep: Class 20 contains 9948 members 
Mstep: Class 21 contains 228284 members 
Mstep: Class 22 contains 55254 members 
Mstep: Class 23 contains 19753 members 
Mstep: Class 24 contains 153732 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7668 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 27510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468880.000000 Penalty: 101426.492188
Iteration 194Q: 30 clusters Score -1.584689e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 112057 members 
Mstep: Class 2 contains 67592 members 
Mstep: Class 3 contains 17122 members 
Mstep: Class 4 contains 30832 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 8720 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5775 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 37408 members 
Mstep: Class 11 contains 7539 members 
Mstep: Class 12 contains 191432 members 
Mstep: Class 13 contains 10424 members 
Mstep: Class 14 contains 101568 members 
Mstep: Class 15 contains 26322 members 
Mstep: Class 16 contains 32010 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126369 members 
Mstep: Class 19 contains 20534 members 
Mstep: Class 20 contains 9954 members 
Mstep: Class 21 contains 228303 members 
Mstep: Class 22 contains 55259 members 
Mstep: Class 23 contains 19685 members 
Mstep: Class 24 contains 153708 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7679 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 27725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468944.000000 Penalty: 101426.492188
Iteration 195Q: 30 clusters Score -1.584689e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 111877 members 
Mstep: Class 2 contains 67604 members 
Mstep: Class 3 contains 17125 members 
Mstep: Class 4 contains 30825 members 
Mstep: Class 5 contains 12351 members 
Mstep: Class 6 contains 8722 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5775 members 
Mstep: Class 9 contains 18892 members 
Mstep: Class 10 contains 37398 members 
Mstep: Class 11 contains 7537 members 
Mstep: Class 12 contains 191449 members 
Mstep: Class 13 contains 10412 members 
Mstep: Class 14 contains 101569 members 
Mstep: Class 15 contains 26329 members 
Mstep: Class 16 contains 32035 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126372 members 
Mstep: Class 19 contains 20535 members 
Mstep: Class 20 contains 9959 members 
Mstep: Class 21 contains 228302 members 
Mstep: Class 22 contains 55262 members 
Mstep: Class 23 contains 19630 members 
Mstep: Class 24 contains 153685 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7690 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 27919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468960.000000 Penalty: 101426.492188
Iteration 196Q: 30 clusters Score -1.58469e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 111666 members 
Mstep: Class 2 contains 67609 members 
Mstep: Class 3 contains 17123 members 
Mstep: Class 4 contains 30819 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 8725 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5775 members 
Mstep: Class 9 contains 18896 members 
Mstep: Class 10 contains 37393 members 
Mstep: Class 11 contains 7539 members 
Mstep: Class 12 contains 191486 members 
Mstep: Class 13 contains 10412 members 
Mstep: Class 14 contains 101571 members 
Mstep: Class 15 contains 26329 members 
Mstep: Class 16 contains 32072 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126371 members 
Mstep: Class 19 contains 20536 members 
Mstep: Class 20 contains 9963 members 
Mstep: Class 21 contains 228318 members 
Mstep: Class 22 contains 55265 members 
Mstep: Class 23 contains 19581 members 
Mstep: Class 24 contains 153663 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7700 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 28093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468784.000000 Penalty: 101426.492188
Iteration 197Q: 30 clusters Score -1.584688e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 111478 members 
Mstep: Class 2 contains 67623 members 
Mstep: Class 3 contains 17115 members 
Mstep: Class 4 contains 30809 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5775 members 
Mstep: Class 9 contains 18903 members 
Mstep: Class 10 contains 37385 members 
Mstep: Class 11 contains 7541 members 
Mstep: Class 12 contains 191517 members 
Mstep: Class 13 contains 10427 members 
Mstep: Class 14 contains 101571 members 
Mstep: Class 15 contains 26334 members 
Mstep: Class 16 contains 32107 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126356 members 
Mstep: Class 19 contains 20539 members 
Mstep: Class 20 contains 9967 members 
Mstep: Class 21 contains 228318 members 
Mstep: Class 22 contains 55271 members 
Mstep: Class 23 contains 19531 members 
Mstep: Class 24 contains 153644 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 28259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468864.000000 Penalty: 101426.492188
Iteration 198Q: 30 clusters Score -1.584689e+08 nChanged 723
Entering ConstructFrom: 
Score: -158468864.000000 Penalty: 101426.492188
Entering ConstructFrom: 
Trying to split cluster 1 (111288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111288 members 
Entering Unmasked Estep 
Score: -13539039.000000 Penalty: 2881.729492
	Iteration 0F: 2 clusters Score -1.353904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 55688 members 
Entering Unmasked Estep 
Score: -13464860.000000 Penalty: 5763.458984
	Iteration 0F: 3 clusters Score -1.346486e+07 nChanged 52687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 56429 members 
Entering Unmasked Estep 
Score: -13495415.000000 Penalty: 5763.458984
	Iteration 1F: 3 clusters Score -1.349542e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54408 members 
Mstep: Class 2 contains 56880 members 
Entering Unmasked Estep 
Score: -13496904.000000 Penalty: 5763.458984
	Iteration 2Q: 3 clusters Score -1.34969e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53859 members 
Mstep: Class 2 contains 57429 members 
Entering Unmasked Estep 
Score: -13498867.000000 Penalty: 5763.458984
	Iteration 3Q: 3 clusters Score -1.349887e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53144 members 
Mstep: Class 2 contains 58144 members 
Entering Unmasked Estep 
Score: -13501508.000000 Penalty: 5763.458984
	Iteration 4Q: 3 clusters Score -1.350151e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 59141 members 
Entering Unmasked Estep 
Score: -13504798.000000 Penalty: 5763.458984
	Iteration 5F: 3 clusters Score -1.35048e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51016 members 
Mstep: Class 2 contains 60272 members 
Entering Unmasked Estep 
Score: -13508702.000000 Penalty: 5763.458984
	Iteration 6F: 3 clusters Score -1.35087e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49760 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -13512726.000000 Penalty: 5763.458984
	Iteration 7F: 3 clusters Score -1.351273e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 62688 members 
Entering Unmasked Estep 
Score: -13516339.000000 Penalty: 5763.458984
	Iteration 8F: 3 clusters Score -1.351634e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -13518897.000000 Penalty: 5763.458984
	Iteration 9Q: 3 clusters Score -1.35189e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 64357 members 
Entering Unmasked Estep 
Score: -13520301.000000 Penalty: 5763.458984
	Iteration 10Q: 3 clusters Score -1.35203e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 65110 members 
Entering Unmasked Estep 
Score: -13521075.000000 Penalty: 5763.458984
	Iteration 11Q: 3 clusters Score -1.352108e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 65964 members 
Entering Unmasked Estep 
Score: -13521567.000000 Penalty: 5763.458984
	Iteration 12Q: 3 clusters Score -1.352157e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 66924 members 
Entering Unmasked Estep 
Score: -13522015.000000 Penalty: 5763.458984
	Iteration 13Q: 3 clusters Score -1.352202e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 68052 members 
Entering Unmasked Estep 
Score: -13522524.000000 Penalty: 5763.458984
	Iteration 14Q: 3 clusters Score -1.352252e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 69306 members 
Entering Unmasked Estep 
Score: -13523175.000000 Penalty: 5763.458984
	Iteration 15Q: 3 clusters Score -1.352318e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 70710 members 
Entering Unmasked Estep 
Score: -13524080.000000 Penalty: 5763.458984
	Iteration 16Q: 3 clusters Score -1.352408e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 72287 members 
Entering Unmasked Estep 
Score: -13525130.000000 Penalty: 5763.458984
	Iteration 17Q: 3 clusters Score -1.352513e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 74028 members 
Entering Unmasked Estep 
Score: -13526218.000000 Penalty: 5763.458984
	Iteration 18Q: 3 clusters Score -1.352622e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 75831 members 
Entering Unmasked Estep 
Score: -13527459.000000 Penalty: 5763.458984
	Iteration 19Q: 3 clusters Score -1.352746e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 77612 members 
Entering Unmasked Estep 
Score: -13528637.000000 Penalty: 5763.458984
	Iteration 20F: 3 clusters Score -1.352864e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 79361 members 
Entering Unmasked Estep 
Score: -13529699.000000 Penalty: 5763.458984
	Iteration 21Q: 3 clusters Score -1.35297e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 81048 members 
Entering Unmasked Estep 
Score: -13530640.000000 Penalty: 5763.458984
	Iteration 22Q: 3 clusters Score -1.353064e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 82609 members 
Entering Unmasked Estep 
Score: -13531431.000000 Penalty: 5763.458984
	Iteration 23Q: 3 clusters Score -1.353143e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 84068 members 
Entering Unmasked Estep 
Score: -13532052.000000 Penalty: 5763.458984
	Iteration 24Q: 3 clusters Score -1.353205e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 85483 members 
Entering Unmasked Estep 
Score: -13532563.000000 Penalty: 5763.458984
	Iteration 25Q: 3 clusters Score -1.353256e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 86799 members 
Entering Unmasked Estep 
Score: -13533084.000000 Penalty: 5763.458984
	Iteration 26Q: 3 clusters Score -1.353308e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 87998 members 
Entering Unmasked Estep 
Score: -13533467.000000 Penalty: 5763.458984
	Iteration 27Q: 3 clusters Score -1.353347e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 89103 members 
Entering Unmasked Estep 
Score: -13533875.000000 Penalty: 5763.458984
	Iteration 28Q: 3 clusters Score -1.353388e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 90137 members 
Entering Unmasked Estep 
Score: -13534223.000000 Penalty: 5763.458984
	Iteration 29Q: 3 clusters Score -1.353422e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 91103 members 
Entering Unmasked Estep 
Score: -13534509.000000 Penalty: 5763.458984
	Iteration 30Q: 3 clusters Score -1.353451e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 91979 members 
Entering Unmasked Estep 
Score: -13534760.000000 Penalty: 5763.458984
	Iteration 31Q: 3 clusters Score -1.353476e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 92755 members 
Entering Unmasked Estep 
Score: -13534917.000000 Penalty: 5763.458984
	Iteration 32Q: 3 clusters Score -1.353492e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 93467 members 
Entering Unmasked Estep 
Score: -13535088.000000 Penalty: 5763.458984
	Iteration 33Q: 3 clusters Score -1.353509e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 94115 members 
Entering Unmasked Estep 
Score: -13535229.000000 Penalty: 5763.458984
	Iteration 34Q: 3 clusters Score -1.353523e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 94720 members 
Entering Unmasked Estep 
Score: -13535385.000000 Penalty: 5763.458984
	Iteration 35Q: 3 clusters Score -1.353538e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 95284 members 
Entering Unmasked Estep 
Score: -13535457.000000 Penalty: 5763.458984
	Iteration 36Q: 3 clusters Score -1.353546e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 95812 members 
Entering Unmasked Estep 
Score: -13535506.000000 Penalty: 5763.458984
	Iteration 37Q: 3 clusters Score -1.353551e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 96304 members 
Entering Unmasked Estep 
Score: -13535641.000000 Penalty: 5763.458984
	Iteration 38Q: 3 clusters Score -1.353564e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 96762 members 
Entering Unmasked Estep 
Score: -13535648.000000 Penalty: 5763.458984
	Iteration 39Q: 3 clusters Score -1.353565e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 97188 members 
Entering Unmasked Estep 
Score: -13535714.000000 Penalty: 5763.458984
	Iteration 40F: 3 clusters Score -1.353571e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 97623 members 
Entering Unmasked Estep 
Score: -13535842.000000 Penalty: 5763.458984
	Iteration 41Q: 3 clusters Score -1.353584e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 98061 members 
Entering Unmasked Estep 
Score: -13535957.000000 Penalty: 5763.458984
	Iteration 42Q: 3 clusters Score -1.353596e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 98493 members 
Entering Unmasked Estep 
Score: -13536054.000000 Penalty: 5763.458984
	Iteration 43Q: 3 clusters Score -1.353605e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 98929 members 
Entering Unmasked Estep 
Score: -13536048.000000 Penalty: 5763.458984
	Iteration 44Q: 3 clusters Score -1.353605e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 99334 members 
Entering Unmasked Estep 
Score: -13536123.000000 Penalty: 5763.458984
	Iteration 45Q: 3 clusters Score -1.353612e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 99730 members 
Entering Unmasked Estep 
Score: -13536197.000000 Penalty: 5763.458984
	Iteration 46Q: 3 clusters Score -1.35362e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 100103 members 
Entering Unmasked Estep 
Score: -13536225.000000 Penalty: 5763.458984
	Iteration 47Q: 3 clusters Score -1.353622e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 100483 members 
Entering Unmasked Estep 
Score: -13536302.000000 Penalty: 5763.458984
	Iteration 48Q: 3 clusters Score -1.35363e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 100870 members 
Entering Unmasked Estep 
Score: -13536392.000000 Penalty: 5763.458984
	Iteration 49Q: 3 clusters Score -1.353639e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 101248 members 
Entering Unmasked Estep 
Score: -13536475.000000 Penalty: 5763.458984
	Iteration 50Q: 3 clusters Score -1.353648e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 101601 members 
Entering Unmasked Estep 
Score: -13536566.000000 Penalty: 5763.458984
	Iteration 51Q: 3 clusters Score -1.353657e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 101923 members 
Entering Unmasked Estep 
Score: -13536674.000000 Penalty: 5763.458984
	Iteration 52Q: 3 clusters Score -1.353667e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 102243 members 
Entering Unmasked Estep 
Score: -13536717.000000 Penalty: 5763.458984
	Iteration 53Q: 3 clusters Score -1.353672e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 102563 members 
Entering Unmasked Estep 
Score: -13536775.000000 Penalty: 5763.458984
	Iteration 54Q: 3 clusters Score -1.353678e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 102864 members 
Entering Unmasked Estep 
Score: -13536852.000000 Penalty: 5763.458984
	Iteration 55Q: 3 clusters Score -1.353685e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 103146 members 
Entering Unmasked Estep 
Score: -13536934.000000 Penalty: 5763.458984
	Iteration 56Q: 3 clusters Score -1.353693e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 103380 members 
Entering Unmasked Estep 
Score: -13537019.000000 Penalty: 5763.458984
	Iteration 57Q: 3 clusters Score -1.353702e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 103594 members 
Entering Unmasked Estep 
Score: -13536985.000000 Penalty: 5763.458984
	Iteration 58Q: 3 clusters Score -1.353698e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 103822 members 
Entering Unmasked Estep 
Score: -13537036.000000 Penalty: 5763.458984
	Iteration 59Q: 3 clusters Score -1.353704e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 104035 members 
Entering Unmasked Estep 
Score: -13537119.000000 Penalty: 5763.458984
	Iteration 60F: 3 clusters Score -1.353712e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 104243 members 
Entering Unmasked Estep 
Score: -13537139.000000 Penalty: 5763.458984
	Iteration 61Q: 3 clusters Score -1.353714e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 104429 members 
Entering Unmasked Estep 
Score: -13537161.000000 Penalty: 5763.458984
	Iteration 62Q: 3 clusters Score -1.353716e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 104608 members 
Entering Unmasked Estep 
Score: -13537208.000000 Penalty: 5763.458984
	Iteration 63Q: 3 clusters Score -1.353721e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 104788 members 
Entering Unmasked Estep 
Score: -13537260.000000 Penalty: 5763.458984
	Iteration 64Q: 3 clusters Score -1.353726e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 104962 members 
Entering Unmasked Estep 
Score: -13537302.000000 Penalty: 5763.458984
	Iteration 65Q: 3 clusters Score -1.35373e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 105136 members 
Entering Unmasked Estep 
Score: -13537335.000000 Penalty: 5763.458984
	Iteration 66Q: 3 clusters Score -1.353734e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 105299 members 
Entering Unmasked Estep 
Score: -13537361.000000 Penalty: 5763.458984
	Iteration 67Q: 3 clusters Score -1.353736e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 105464 members 
Entering Unmasked Estep 
Score: -13537383.000000 Penalty: 5763.458984
	Iteration 68Q: 3 clusters Score -1.353738e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 105633 members 
Entering Unmasked Estep 
Score: -13537430.000000 Penalty: 5763.458984
	Iteration 69Q: 3 clusters Score -1.353743e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 105816 members 
Entering Unmasked Estep 
Score: -13537487.000000 Penalty: 5763.458984
	Iteration 70Q: 3 clusters Score -1.353749e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 105990 members 
Entering Unmasked Estep 
Score: -13537506.000000 Penalty: 5763.458984
	Iteration 71Q: 3 clusters Score -1.353751e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 106129 members 
Entering Unmasked Estep 
Score: -13537518.000000 Penalty: 5763.458984
	Iteration 72Q: 3 clusters Score -1.353752e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 106253 members 
Entering Unmasked Estep 
Score: -13537517.000000 Penalty: 5763.458984
	Iteration 73Q: 3 clusters Score -1.353752e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 106354 members 
Entering Unmasked Estep 
Score: -13537528.000000 Penalty: 5763.458984
	Iteration 74Q: 3 clusters Score -1.353753e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 106456 members 
Entering Unmasked Estep 
Score: -13537558.000000 Penalty: 5763.458984
	Iteration 75Q: 3 clusters Score -1.353756e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 106540 members 
Entering Unmasked Estep 
Score: -13537589.000000 Penalty: 5763.458984
	Iteration 76Q: 3 clusters Score -1.353759e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 106607 members 
Entering Unmasked Estep 
Score: -13537600.000000 Penalty: 5763.458984
	Iteration 77Q: 3 clusters Score -1.35376e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 106676 members 
Entering Unmasked Estep 
Score: -13537608.000000 Penalty: 5763.458984
	Iteration 78Q: 3 clusters Score -1.353761e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 106742 members 
Entering Unmasked Estep 
Score: -13537641.000000 Penalty: 5763.458984
	Iteration 79Q: 3 clusters Score -1.353764e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 106800 members 
Entering Unmasked Estep 
Score: -13537668.000000 Penalty: 5763.458984
	Iteration 80F: 3 clusters Score -1.353767e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 106861 members 
Entering Unmasked Estep 
Score: -13537683.000000 Penalty: 5763.458984
	Iteration 81Q: 3 clusters Score -1.353768e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 106913 members 
Entering Unmasked Estep 
Score: -13537699.000000 Penalty: 5763.458984
	Iteration 82Q: 3 clusters Score -1.35377e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 106968 members 
Entering Unmasked Estep 
Score: -13537715.000000 Penalty: 5763.458984
	Iteration 83Q: 3 clusters Score -1.353772e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 107014 members 
Entering Unmasked Estep 
Score: -13537731.000000 Penalty: 5763.458984
	Iteration 84Q: 3 clusters Score -1.353773e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 107052 members 
Entering Unmasked Estep 
Score: -13537739.000000 Penalty: 5763.458984
	Iteration 85Q: 3 clusters Score -1.353774e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 107101 members 
Entering Unmasked Estep 
Score: -13537745.000000 Penalty: 5763.458984
	Iteration 86Q: 3 clusters Score -1.353774e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 107145 members 
Entering Unmasked Estep 
Score: -13537759.000000 Penalty: 5763.458984
	Iteration 87Q: 3 clusters Score -1.353776e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 107176 members 
Entering Unmasked Estep 
Score: -13537752.000000 Penalty: 5763.458984
	Iteration 88Q: 3 clusters Score -1.353775e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 107202 members 
Entering Unmasked Estep 
Score: -13537756.000000 Penalty: 5763.458984
	Iteration 89Q: 3 clusters Score -1.353776e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 107228 members 
Entering Unmasked Estep 
Score: -13537749.000000 Penalty: 5763.458984
	Iteration 90Q: 3 clusters Score -1.353775e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 107258 members 
Entering Unmasked Estep 
Score: -13537757.000000 Penalty: 5763.458984
	Iteration 91Q: 3 clusters Score -1.353776e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 107289 members 
Entering Unmasked Estep 
Score: -13537773.000000 Penalty: 5763.458984
	Iteration 92Q: 3 clusters Score -1.353777e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 107311 members 
Entering Unmasked Estep 
Score: -13537780.000000 Penalty: 5763.458984
	Iteration 93Q: 3 clusters Score -1.353778e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 107329 members 
Entering Unmasked Estep 
Score: -13537791.000000 Penalty: 5763.458984
	Iteration 94Q: 3 clusters Score -1.353779e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 107347 members 
Entering Unmasked Estep 
Score: -13537792.000000 Penalty: 5763.458984
	Iteration 95Q: 3 clusters Score -1.353779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 107359 members 
Entering Unmasked Estep 
Score: -13537817.000000 Penalty: 5763.458984
	Iteration 96Q: 3 clusters Score -1.353782e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 107376 members 
Entering Unmasked Estep 
Score: -13537799.000000 Penalty: 5763.458984
	Iteration 97Q: 3 clusters Score -1.35378e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 107391 members 
Entering Unmasked Estep 
Score: -13537802.000000 Penalty: 5763.458984
	Iteration 98Q: 3 clusters Score -1.35378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 107406 members 
Entering Unmasked Estep 
Score: -13537813.000000 Penalty: 5763.458984
	Iteration 99Q: 3 clusters Score -1.353781e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 107420 members 
Entering Unmasked Estep 
Score: -13537815.000000 Penalty: 5763.458984
	Iteration 100F: 3 clusters Score -1.353782e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 107434 members 
Entering Unmasked Estep 
Score: -13537826.000000 Penalty: 5763.458984
	Iteration 101Q: 3 clusters Score -1.353783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 107443 members 
Entering Unmasked Estep 
Score: -13537819.000000 Penalty: 5763.458984
	Iteration 102Q: 3 clusters Score -1.353782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 107450 members 
Entering Unmasked Estep 
Score: -13537821.000000 Penalty: 5763.458984
	Iteration 103Q: 3 clusters Score -1.353782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 107456 members 
Entering Unmasked Estep 
Score: -13537827.000000 Penalty: 5763.458984
	Iteration 104Q: 3 clusters Score -1.353783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 107461 members 
Entering Unmasked Estep 
Score: -13537816.000000 Penalty: 5763.458984
	Iteration 105Q: 3 clusters Score -1.353782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 107466 members 
Entering Unmasked Estep 
Score: -13537835.000000 Penalty: 5763.458984
	Iteration 106Q: 3 clusters Score -1.353784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 107468 members 
Entering Unmasked Estep 
Score: -13537834.000000 Penalty: 5763.458984
	Iteration 107Q: 3 clusters Score -1.353783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 107471 members 
Entering Unmasked Estep 
Score: -13537830.000000 Penalty: 5763.458984
	Iteration 108Q: 3 clusters Score -1.353783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 107475 members 
Entering Unmasked Estep 
Score: -13537824.000000 Penalty: 5763.458984
	Iteration 109Q: 3 clusters Score -1.353782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 107481 members 
Entering Unmasked Estep 
Score: -13537832.000000 Penalty: 5763.458984
	Iteration 110Q: 3 clusters Score -1.353783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 107489 members 
Entering Unmasked Estep 
Score: -13537821.000000 Penalty: 5763.458984
	Iteration 111Q: 3 clusters Score -1.353782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 107495 members 
Entering Unmasked Estep 
Score: -13537821.000000 Penalty: 5763.458984
	Iteration 112Q: 3 clusters Score -1.353782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 107496 members 
Entering Unmasked Estep 
Score: -13537833.000000 Penalty: 5763.458984
	Iteration 113Q: 3 clusters Score -1.353783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 107503 members 
Entering Unmasked Estep 
Score: -13537812.000000 Penalty: 5763.458984
	Iteration 114Q: 3 clusters Score -1.353781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 107505 members 
Entering Unmasked Estep 
Score: -13537819.000000 Penalty: 5763.458984
	Iteration 115Q: 3 clusters Score -1.353782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 107508 members 
Entering Unmasked Estep 
Score: -13537802.000000 Penalty: 5763.458984
	Iteration 116Q: 3 clusters Score -1.35378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 107515 members 
Entering Unmasked Estep 
Score: -13537812.000000 Penalty: 5763.458984
	Iteration 117Q: 3 clusters Score -1.353781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 107522 members 
Entering Unmasked Estep 
Score: -13537813.000000 Penalty: 5763.458984
	Iteration 118Q: 3 clusters Score -1.353781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 107532 members 
Entering Unmasked Estep 
Score: -13537813.000000 Penalty: 5763.458984
	Iteration 119Q: 3 clusters Score -1.353781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 107539 members 
Entering Unmasked Estep 
Score: -13537813.000000 Penalty: 5763.458984
	Iteration 120F: 3 clusters Score -1.353781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 107540 members 
Entering Unmasked Estep 
Score: -13537817.000000 Penalty: 5763.458984
	Iteration 121Q: 3 clusters Score -1.353782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 107542 members 
Entering Unmasked Estep 
Score: -13537816.000000 Penalty: 5763.458984
	Iteration 122Q: 3 clusters Score -1.353782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 107545 members 
Entering Unmasked Estep 
Score: -13537815.000000 Penalty: 5763.458984
	Iteration 123Q: 3 clusters Score -1.353782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 107546 members 
Entering Unmasked Estep 
Score: -13537810.000000 Penalty: 5763.458984
	Iteration 124Q: 3 clusters Score -1.353781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 107548 members 
Entering Unmasked Estep 
Score: -13537812.000000 Penalty: 5763.458984
	Iteration 125Q: 3 clusters Score -1.353781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 107550 members 
Entering Unmasked Estep 
Score: -13537821.000000 Penalty: 5763.458984
	Iteration 126Q: 3 clusters Score -1.353782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 107551 members 
Entering Unmasked Estep 
Score: -13537824.000000 Penalty: 5763.458984
	Iteration 127Q: 3 clusters Score -1.353782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 107553 members 
Entering Unmasked Estep 
Score: -13537816.000000 Penalty: 5763.458984
	Iteration 128Q: 3 clusters Score -1.353782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 107555 members 
Entering Unmasked Estep 
Score: -13537830.000000 Penalty: 5763.458984
	Iteration 129Q: 3 clusters Score -1.353783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 107556 members 
Entering Unmasked Estep 
Score: -13537826.000000 Penalty: 5763.458984
	Iteration 130Q: 3 clusters Score -1.353783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 107558 members 
Entering Unmasked Estep 
Score: -13537831.000000 Penalty: 5763.458984
	Iteration 131Q: 3 clusters Score -1.353783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 107558 members 
Entering Unmasked Estep 
Score: -13537831.000000 Penalty: 5763.458984
	Iteration 132Q: 3 clusters Score -1.353783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 107558 members 
Entering Unmasked Estep 
Score: -13537825.000000 Penalty: 5763.458984
	Iteration 133Q: 3 clusters Score -1.353782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 107561 members 
Entering Unmasked Estep 
Score: -13537816.000000 Penalty: 5763.458984
	Iteration 134Q: 3 clusters Score -1.353782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 107562 members 
Entering Unmasked Estep 
Score: -13537830.000000 Penalty: 5763.458984
	Iteration 135Q: 3 clusters Score -1.353783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 107562 members 
Entering Unmasked Estep 
Score: -13537828.000000 Penalty: 5763.458984
	Iteration 136Q: 3 clusters Score -1.353783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 107565 members 
Entering Unmasked Estep 
Score: -13537846.000000 Penalty: 5763.458984
	Iteration 137Q: 3 clusters Score -1.353785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 107567 members 
Entering Unmasked Estep 
Score: -13537837.000000 Penalty: 5763.458984
	Iteration 138Q: 3 clusters Score -1.353784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 107568 members 
Entering Unmasked Estep 
Score: -13537836.000000 Penalty: 5763.458984
	Iteration 139Q: 3 clusters Score -1.353784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 107568 members 
Entering Unmasked Estep 
Score: -13537836.000000 Penalty: 5763.458984
	Iteration 140F: 3 clusters Score -1.353784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (67631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67631 members 
Entering Unmasked Estep 
Score: -8290869.000000 Penalty: 2758.211670
	Iteration 0F: 2 clusters Score -8290869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -8245095.000000 Penalty: 5516.423340
	Iteration 0F: 3 clusters Score -8245095 nChanged 31828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -8263236.000000 Penalty: 5516.423340
	Iteration 1F: 3 clusters Score -8263236 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -8264114.000000 Penalty: 5516.423340
	Iteration 2Q: 3 clusters Score -8264114 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -8264943.000000 Penalty: 5516.423340
	Iteration 3Q: 3 clusters Score -8264943 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -8265955.500000 Penalty: 5516.423340
	Iteration 4Q: 3 clusters Score -8265956 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -8267042.500000 Penalty: 5516.423340
	Iteration 5Q: 3 clusters Score -8267042 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -8268213.500000 Penalty: 5516.423340
	Iteration 6Q: 3 clusters Score -8268214 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -8269483.000000 Penalty: 5516.423340
	Iteration 7Q: 3 clusters Score -8269483 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -8270847.000000 Penalty: 5516.423340
	Iteration 8Q: 3 clusters Score -8270847 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -8272225.500000 Penalty: 5516.423340
	Iteration 9Q: 3 clusters Score -8272226 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -8273741.000000 Penalty: 5516.423340
	Iteration 10Q: 3 clusters Score -8273741 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -8275287.500000 Penalty: 5516.423340
	Iteration 11Q: 3 clusters Score -8275288 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -8276538.000000 Penalty: 5516.423340
	Iteration 12Q: 3 clusters Score -8276538 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -8277388.000000 Penalty: 5516.423340
	Iteration 13Q: 3 clusters Score -8277388 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -8277921.500000 Penalty: 5516.423340
	Iteration 14Q: 3 clusters Score -8277922 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -8278232.000000 Penalty: 5516.423340
	Iteration 15Q: 3 clusters Score -8278232 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -8278503.000000 Penalty: 5516.423340
	Iteration 16Q: 3 clusters Score -8278503 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -8278637.000000 Penalty: 5516.423340
	Iteration 17Q: 3 clusters Score -8278637 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -8278793.500000 Penalty: 5516.423340
	Iteration 18Q: 3 clusters Score -8278794 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -8278957.000000 Penalty: 5516.423340
	Iteration 19Q: 3 clusters Score -8278957 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -8279096.000000 Penalty: 5516.423340
	Iteration 20F: 3 clusters Score -8279096 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -8279287.500000 Penalty: 5516.423340
	Iteration 21Q: 3 clusters Score -8279288 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -8279535.500000 Penalty: 5516.423340
	Iteration 22Q: 3 clusters Score -8279536 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -8279729.000000 Penalty: 5516.423340
	Iteration 23Q: 3 clusters Score -8279729 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -8280034.500000 Penalty: 5516.423340
	Iteration 24Q: 3 clusters Score -8280034 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -8280288.500000 Penalty: 5516.423340
	Iteration 25Q: 3 clusters Score -8280288 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -8280584.000000 Penalty: 5516.423340
	Iteration 26Q: 3 clusters Score -8280584 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -8280905.000000 Penalty: 5516.423340
	Iteration 27Q: 3 clusters Score -8280905 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -8281252.000000 Penalty: 5516.423340
	Iteration 28Q: 3 clusters Score -8281252 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -8281670.500000 Penalty: 5516.423340
	Iteration 29Q: 3 clusters Score -8281670 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51607 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -8282108.000000 Penalty: 5516.423340
	Iteration 30Q: 3 clusters Score -8282108 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52769 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -8282554.000000 Penalty: 5516.423340
	Iteration 31Q: 3 clusters Score -8282554 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -8282996.000000 Penalty: 5516.423340
	Iteration 32Q: 3 clusters Score -8282996 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -8283457.000000 Penalty: 5516.423340
	Iteration 33Q: 3 clusters Score -8283457 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -8283859.000000 Penalty: 5516.423340
	Iteration 34Q: 3 clusters Score -8283859 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57032 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -8284287.500000 Penalty: 5516.423340
	Iteration 35Q: 3 clusters Score -8284288 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -8284699.000000 Penalty: 5516.423340
	Iteration 36Q: 3 clusters Score -8284699 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58922 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -8285102.500000 Penalty: 5516.423340
	Iteration 37Q: 3 clusters Score -8285102 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59816 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -8285518.000000 Penalty: 5516.423340
	Iteration 38Q: 3 clusters Score -8285518 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -8285893.000000 Penalty: 5516.423340
	Iteration 39Q: 3 clusters Score -8285893 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61403 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -8286187.500000 Penalty: 5516.423340
	Iteration 40F: 3 clusters Score -8286188 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -8286472.500000 Penalty: 5516.423340
	Iteration 41Q: 3 clusters Score -8286472 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62718 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -8286765.000000 Penalty: 5516.423340
	Iteration 42Q: 3 clusters Score -8286765 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63273 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -8286986.000000 Penalty: 5516.423340
	Iteration 43Q: 3 clusters Score -8286986 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63777 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -8287201.000000 Penalty: 5516.423340
	Iteration 44Q: 3 clusters Score -8287201 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64242 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -8287393.500000 Penalty: 5516.423340
	Iteration 45Q: 3 clusters Score -8287394 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64647 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -8287583.000000 Penalty: 5516.423340
	Iteration 46Q: 3 clusters Score -8287583 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65015 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -8287782.000000 Penalty: 5516.423340
	Iteration 47Q: 3 clusters Score -8287782 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65345 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -8287949.000000 Penalty: 5516.423340
	Iteration 48Q: 3 clusters Score -8287949 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65616 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -8288097.500000 Penalty: 5516.423340
	Iteration 49Q: 3 clusters Score -8288098 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65842 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -8288205.500000 Penalty: 5516.423340
	Iteration 50Q: 3 clusters Score -8288206 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66028 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -8288295.000000 Penalty: 5516.423340
	Iteration 51Q: 3 clusters Score -8288295 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66183 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -8288384.500000 Penalty: 5516.423340
	Iteration 52Q: 3 clusters Score -8288384 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66306 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8288442.500000 Penalty: 5516.423340
	Iteration 53Q: 3 clusters Score -8288442 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66403 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8288503.500000 Penalty: 5516.423340
	Iteration 54Q: 3 clusters Score -8288504 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66477 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -8288539.000000 Penalty: 5516.423340
	Iteration 55Q: 3 clusters Score -8288539 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8288566.000000 Penalty: 5516.423340
	Iteration 56Q: 3 clusters Score -8288566 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66576 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -8288588.000000 Penalty: 5516.423340
	Iteration 57Q: 3 clusters Score -8288588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66602 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8288607.000000 Penalty: 5516.423340
	Iteration 58Q: 3 clusters Score -8288607 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66635 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8288617.000000 Penalty: 5516.423340
	Iteration 59Q: 3 clusters Score -8288617 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66662 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8288631.000000 Penalty: 5516.423340
	Iteration 60F: 3 clusters Score -8288631 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66694 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8288651.500000 Penalty: 5516.423340
	Iteration 61Q: 3 clusters Score -8288652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66717 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8288663.000000 Penalty: 5516.423340
	Iteration 62Q: 3 clusters Score -8288663 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66737 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8288684.000000 Penalty: 5516.423340
	Iteration 63Q: 3 clusters Score -8288684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66750 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8288690.000000 Penalty: 5516.423340
	Iteration 64Q: 3 clusters Score -8288690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66760 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8288695.500000 Penalty: 5516.423340
	Iteration 65Q: 3 clusters Score -8288696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66771 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8288707.500000 Penalty: 5516.423340
	Iteration 66Q: 3 clusters Score -8288708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66779 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8288716.500000 Penalty: 5516.423340
	Iteration 67Q: 3 clusters Score -8288716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66788 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8288731.000000 Penalty: 5516.423340
	Iteration 68Q: 3 clusters Score -8288731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66797 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8288734.500000 Penalty: 5516.423340
	Iteration 69Q: 3 clusters Score -8288734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66804 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8288729.000000 Penalty: 5516.423340
	Iteration 70Q: 3 clusters Score -8288729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66807 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8288738.000000 Penalty: 5516.423340
	Iteration 71Q: 3 clusters Score -8288738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66814 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8288738.000000 Penalty: 5516.423340
	Iteration 72Q: 3 clusters Score -8288738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66825 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8288735.000000 Penalty: 5516.423340
	Iteration 73Q: 3 clusters Score -8288735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66834 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8288739.000000 Penalty: 5516.423340
	Iteration 74Q: 3 clusters Score -8288739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66839 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8288742.500000 Penalty: 5516.423340
	Iteration 75Q: 3 clusters Score -8288742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66843 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8288742.500000 Penalty: 5516.423340
	Iteration 76Q: 3 clusters Score -8288742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8288746.500000 Penalty: 5516.423340
	Iteration 77Q: 3 clusters Score -8288746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66850 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8288752.000000 Penalty: 5516.423340
	Iteration 78Q: 3 clusters Score -8288752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66852 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8288741.000000 Penalty: 5516.423340
	Iteration 79Q: 3 clusters Score -8288741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66855 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8288742.500000 Penalty: 5516.423340
	Iteration 80F: 3 clusters Score -8288742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66856 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8288745.500000 Penalty: 5516.423340
	Iteration 81Q: 3 clusters Score -8288746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66857 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8288747.000000 Penalty: 5516.423340
	Iteration 82Q: 3 clusters Score -8288747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66857 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8288747.000000 Penalty: 5516.423340
	Iteration 83F: 3 clusters Score -8288747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Entering Unmasked Estep 
Score: -1958859.500000 Penalty: 2417.243896
	Iteration 0F: 2 clusters Score -1958860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1946582.000000 Penalty: 4834.487793
	Iteration 0F: 3 clusters Score -1946582 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1950659.375000 Penalty: 4834.487793
	Iteration 1F: 3 clusters Score -1950659 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1951168.125000 Penalty: 4834.487793
	Iteration 2F: 3 clusters Score -1951168 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1951615.875000 Penalty: 4834.487793
	Iteration 3F: 3 clusters Score -1951616 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1952049.000000 Penalty: 4834.487793
	Iteration 4F: 3 clusters Score -1952049 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1952515.250000 Penalty: 4834.487793
	Iteration 5Q: 3 clusters Score -1952515 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1953010.375000 Penalty: 4834.487793
	Iteration 6Q: 3 clusters Score -1953010 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1953525.000000 Penalty: 4834.487793
	Iteration 7Q: 3 clusters Score -1953525 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1954051.750000 Penalty: 4834.487793
	Iteration 8Q: 3 clusters Score -1954052 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1954520.875000 Penalty: 4834.487793
	Iteration 9Q: 3 clusters Score -1954521 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1954967.000000 Penalty: 4834.487793
	Iteration 10Q: 3 clusters Score -1954967 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1955351.625000 Penalty: 4834.487793
	Iteration 11Q: 3 clusters Score -1955352 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1955674.000000 Penalty: 4834.487793
	Iteration 12Q: 3 clusters Score -1955674 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1955929.250000 Penalty: 4834.487793
	Iteration 13Q: 3 clusters Score -1955929 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1956114.125000 Penalty: 4834.487793
	Iteration 14Q: 3 clusters Score -1956114 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1956230.875000 Penalty: 4834.487793
	Iteration 15Q: 3 clusters Score -1956231 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1956316.125000 Penalty: 4834.487793
	Iteration 16Q: 3 clusters Score -1956316 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1956375.875000 Penalty: 4834.487793
	Iteration 17Q: 3 clusters Score -1956376 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1956417.500000 Penalty: 4834.487793
	Iteration 18Q: 3 clusters Score -1956418 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1956453.750000 Penalty: 4834.487793
	Iteration 19Q: 3 clusters Score -1956454 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1956469.500000 Penalty: 4834.487793
	Iteration 20F: 3 clusters Score -1956470 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1956481.875000 Penalty: 4834.487793
	Iteration 21Q: 3 clusters Score -1956482 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1956490.000000 Penalty: 4834.487793
	Iteration 22Q: 3 clusters Score -1956490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1956492.375000 Penalty: 4834.487793
	Iteration 23Q: 3 clusters Score -1956492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1956493.625000 Penalty: 4834.487793
	Iteration 24Q: 3 clusters Score -1956494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1956497.875000 Penalty: 4834.487793
	Iteration 25Q: 3 clusters Score -1956498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1956499.000000 Penalty: 4834.487793
	Iteration 26Q: 3 clusters Score -1956499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1956503.250000 Penalty: 4834.487793
	Iteration 27Q: 3 clusters Score -1956503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1956509.875000 Penalty: 4834.487793
	Iteration 28Q: 3 clusters Score -1956510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1956508.875000 Penalty: 4834.487793
	Iteration 29Q: 3 clusters Score -1956509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1956511.500000 Penalty: 4834.487793
	Iteration 30Q: 3 clusters Score -1956512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1956512.500000 Penalty: 4834.487793
	Iteration 31Q: 3 clusters Score -1956512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1956514.500000 Penalty: 4834.487793
	Iteration 32Q: 3 clusters Score -1956514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1956515.750000 Penalty: 4834.487793
	Iteration 33Q: 3 clusters Score -1956516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1956515.750000 Penalty: 4834.487793
	Iteration 34Q: 3 clusters Score -1956516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1956516.375000 Penalty: 4834.487793
	Iteration 35Q: 3 clusters Score -1956516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1956516.875000 Penalty: 4834.487793
	Iteration 36Q: 3 clusters Score -1956517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1956514.750000 Penalty: 4834.487793
	Iteration 37Q: 3 clusters Score -1956515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1956515.500000 Penalty: 4834.487793
	Iteration 38Q: 3 clusters Score -1956516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1956515.750000 Penalty: 4834.487793
	Iteration 39Q: 3 clusters Score -1956516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1956515.750000 Penalty: 4834.487793
	Iteration 40F: 3 clusters Score -1956516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Entering Unmasked Estep 
Score: -3755774.250000 Penalty: 2563.195312
	Iteration 0F: 2 clusters Score -3755774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -3734762.250000 Penalty: 5126.390625
	Iteration 0F: 3 clusters Score -3734762 nChanged 13895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -3742438.750000 Penalty: 5126.390625
	Iteration 1F: 3 clusters Score -3742439 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -3743402.750000 Penalty: 5126.390625
	Iteration 2F: 3 clusters Score -3743403 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3744751.500000 Penalty: 5126.390625
	Iteration 3F: 3 clusters Score -3744752 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -3746412.750000 Penalty: 5126.390625
	Iteration 4F: 3 clusters Score -3746413 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -3748122.000000 Penalty: 5126.390625
	Iteration 5F: 3 clusters Score -3748122 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -3749498.250000 Penalty: 5126.390625
	Iteration 6F: 3 clusters Score -3749498 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -3750362.500000 Penalty: 5126.390625
	Iteration 7F: 3 clusters Score -3750362 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -3750883.750000 Penalty: 5126.390625
	Iteration 8Q: 3 clusters Score -3750884 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -3751261.000000 Penalty: 5126.390625
	Iteration 9Q: 3 clusters Score -3751261 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3751596.500000 Penalty: 5126.390625
	Iteration 10Q: 3 clusters Score -3751596 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -3751891.750000 Penalty: 5126.390625
	Iteration 11Q: 3 clusters Score -3751892 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -3752135.500000 Penalty: 5126.390625
	Iteration 12Q: 3 clusters Score -3752136 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -3752389.500000 Penalty: 5126.390625
	Iteration 13Q: 3 clusters Score -3752390 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -3752613.500000 Penalty: 5126.390625
	Iteration 14Q: 3 clusters Score -3752614 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -3752843.500000 Penalty: 5126.390625
	Iteration 15Q: 3 clusters Score -3752844 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -3753098.000000 Penalty: 5126.390625
	Iteration 16Q: 3 clusters Score -3753098 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -3753303.500000 Penalty: 5126.390625
	Iteration 17Q: 3 clusters Score -3753304 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -3753503.500000 Penalty: 5126.390625
	Iteration 18Q: 3 clusters Score -3753504 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -3753620.500000 Penalty: 5126.390625
	Iteration 19Q: 3 clusters Score -3753620 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -3753731.500000 Penalty: 5126.390625
	Iteration 20F: 3 clusters Score -3753732 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -3753841.500000 Penalty: 5126.390625
	Iteration 21Q: 3 clusters Score -3753842 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -3753938.500000 Penalty: 5126.390625
	Iteration 22Q: 3 clusters Score -3753938 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -3753986.000000 Penalty: 5126.390625
	Iteration 23Q: 3 clusters Score -3753986 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -3754031.250000 Penalty: 5126.390625
	Iteration 24Q: 3 clusters Score -3754031 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -3754064.250000 Penalty: 5126.390625
	Iteration 25Q: 3 clusters Score -3754064 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -3754092.250000 Penalty: 5126.390625
	Iteration 26Q: 3 clusters Score -3754092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -3754094.250000 Penalty: 5126.390625
	Iteration 27Q: 3 clusters Score -3754094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -3754113.000000 Penalty: 5126.390625
	Iteration 28Q: 3 clusters Score -3754113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -3754122.000000 Penalty: 5126.390625
	Iteration 29Q: 3 clusters Score -3754122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -3754124.000000 Penalty: 5126.390625
	Iteration 30Q: 3 clusters Score -3754124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -3754125.250000 Penalty: 5126.390625
	Iteration 31Q: 3 clusters Score -3754125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -3754131.750000 Penalty: 5126.390625
	Iteration 32Q: 3 clusters Score -3754132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -3754134.500000 Penalty: 5126.390625
	Iteration 33Q: 3 clusters Score -3754134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -3754134.750000 Penalty: 5126.390625
	Iteration 34Q: 3 clusters Score -3754135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -3754132.750000 Penalty: 5126.390625
	Iteration 35Q: 3 clusters Score -3754133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -3754135.500000 Penalty: 5126.390625
	Iteration 36Q: 3 clusters Score -3754136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -3754134.250000 Penalty: 5126.390625
	Iteration 37Q: 3 clusters Score -3754134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -3754134.250000 Penalty: 5126.390625
	Iteration 38F: 3 clusters Score -3754134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Entering Unmasked Estep 
Score: -1526245.250000 Penalty: 2336.489990
	Iteration 0F: 2 clusters Score -1526245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1517136.125000 Penalty: 4672.979980
	Iteration 0F: 3 clusters Score -1517136 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1519960.125000 Penalty: 4672.979980
	Iteration 1F: 3 clusters Score -1519960 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1520324.375000 Penalty: 4672.979980
	Iteration 2F: 3 clusters Score -1520324 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1520594.625000 Penalty: 4672.979980
	Iteration 3Q: 3 clusters Score -1520595 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1520821.375000 Penalty: 4672.979980
	Iteration 4Q: 3 clusters Score -1520821 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1521018.125000 Penalty: 4672.979980
	Iteration 5Q: 3 clusters Score -1521018 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1521178.500000 Penalty: 4672.979980
	Iteration 6Q: 3 clusters Score -1521178 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1521333.250000 Penalty: 4672.979980
	Iteration 7Q: 3 clusters Score -1521333 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1521496.250000 Penalty: 4672.979980
	Iteration 8Q: 3 clusters Score -1521496 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1521683.250000 Penalty: 4672.979980
	Iteration 9Q: 3 clusters Score -1521683 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1521863.125000 Penalty: 4672.979980
	Iteration 10Q: 3 clusters Score -1521863 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1522056.875000 Penalty: 4672.979980
	Iteration 11Q: 3 clusters Score -1522057 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1522260.250000 Penalty: 4672.979980
	Iteration 12Q: 3 clusters Score -1522260 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1522471.375000 Penalty: 4672.979980
	Iteration 13Q: 3 clusters Score -1522471 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1522644.375000 Penalty: 4672.979980
	Iteration 14Q: 3 clusters Score -1522644 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1522783.500000 Penalty: 4672.979980
	Iteration 15Q: 3 clusters Score -1522784 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1522885.375000 Penalty: 4672.979980
	Iteration 16Q: 3 clusters Score -1522885 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1522973.000000 Penalty: 4672.979980
	Iteration 17Q: 3 clusters Score -1522973 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1523038.000000 Penalty: 4672.979980
	Iteration 18Q: 3 clusters Score -1523038 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1523079.625000 Penalty: 4672.979980
	Iteration 19Q: 3 clusters Score -1523080 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1523117.375000 Penalty: 4672.979980
	Iteration 20F: 3 clusters Score -1523117 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1523141.875000 Penalty: 4672.979980
	Iteration 21Q: 3 clusters Score -1523142 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1523163.875000 Penalty: 4672.979980
	Iteration 22Q: 3 clusters Score -1523164 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1523177.250000 Penalty: 4672.979980
	Iteration 23Q: 3 clusters Score -1523177 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1523197.250000 Penalty: 4672.979980
	Iteration 24Q: 3 clusters Score -1523197 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1523210.875000 Penalty: 4672.979980
	Iteration 25Q: 3 clusters Score -1523211 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1523225.875000 Penalty: 4672.979980
	Iteration 26Q: 3 clusters Score -1523226 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1523234.000000 Penalty: 4672.979980
	Iteration 27Q: 3 clusters Score -1523234 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1523244.500000 Penalty: 4672.979980
	Iteration 28Q: 3 clusters Score -1523244 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1523253.375000 Penalty: 4672.979980
	Iteration 29Q: 3 clusters Score -1523253 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1523264.000000 Penalty: 4672.979980
	Iteration 30Q: 3 clusters Score -1523264 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1523271.125000 Penalty: 4672.979980
	Iteration 31Q: 3 clusters Score -1523271 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1523272.250000 Penalty: 4672.979980
	Iteration 32Q: 3 clusters Score -1523272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1523282.500000 Penalty: 4672.979980
	Iteration 33Q: 3 clusters Score -1523282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1523287.625000 Penalty: 4672.979980
	Iteration 34Q: 3 clusters Score -1523288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1523292.125000 Penalty: 4672.979980
	Iteration 35Q: 3 clusters Score -1523292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1523297.875000 Penalty: 4672.979980
	Iteration 36Q: 3 clusters Score -1523298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1523298.000000 Penalty: 4672.979980
	Iteration 37Q: 3 clusters Score -1523298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1523301.375000 Penalty: 4672.979980
	Iteration 38Q: 3 clusters Score -1523301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1523304.750000 Penalty: 4672.979980
	Iteration 39Q: 3 clusters Score -1523305 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1523309.375000 Penalty: 4672.979980
	Iteration 40F: 3 clusters Score -1523309 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1523315.500000 Penalty: 4672.979980
	Iteration 41Q: 3 clusters Score -1523316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1523320.625000 Penalty: 4672.979980
	Iteration 42Q: 3 clusters Score -1523321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1523320.750000 Penalty: 4672.979980
	Iteration 43Q: 3 clusters Score -1523321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1523324.375000 Penalty: 4672.979980
	Iteration 44Q: 3 clusters Score -1523324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1523331.375000 Penalty: 4672.979980
	Iteration 45Q: 3 clusters Score -1523331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1523331.375000 Penalty: 4672.979980
	Iteration 46Q: 3 clusters Score -1523331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1523336.500000 Penalty: 4672.979980
	Iteration 47Q: 3 clusters Score -1523336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1523337.750000 Penalty: 4672.979980
	Iteration 48Q: 3 clusters Score -1523338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1523338.750000 Penalty: 4672.979980
	Iteration 49Q: 3 clusters Score -1523339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1523342.000000 Penalty: 4672.979980
	Iteration 50Q: 3 clusters Score -1523342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1523339.500000 Penalty: 4672.979980
	Iteration 51Q: 3 clusters Score -1523340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1523343.375000 Penalty: 4672.979980
	Iteration 52Q: 3 clusters Score -1523343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1523343.500000 Penalty: 4672.979980
	Iteration 53Q: 3 clusters Score -1523344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1523347.000000 Penalty: 4672.979980
	Iteration 54Q: 3 clusters Score -1523347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1523351.375000 Penalty: 4672.979980
	Iteration 55Q: 3 clusters Score -1523351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1523352.875000 Penalty: 4672.979980
	Iteration 56Q: 3 clusters Score -1523353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1523348.500000 Penalty: 4672.979980
	Iteration 57Q: 3 clusters Score -1523348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1523352.750000 Penalty: 4672.979980
	Iteration 58Q: 3 clusters Score -1523353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1523350.250000 Penalty: 4672.979980
	Iteration 59Q: 3 clusters Score -1523350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1523350.500000 Penalty: 4672.979980
	Iteration 60F: 3 clusters Score -1523350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1523351.750000 Penalty: 4672.979980
	Iteration 61Q: 3 clusters Score -1523352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1523352.750000 Penalty: 4672.979980
	Iteration 62Q: 3 clusters Score -1523353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1523351.125000 Penalty: 4672.979980
	Iteration 63Q: 3 clusters Score -1523351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1523353.250000 Penalty: 4672.979980
	Iteration 64Q: 3 clusters Score -1523353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1523351.750000 Penalty: 4672.979980
	Iteration 65Q: 3 clusters Score -1523352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1523355.000000 Penalty: 4672.979980
	Iteration 66Q: 3 clusters Score -1523355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1523357.625000 Penalty: 4672.979980
	Iteration 67Q: 3 clusters Score -1523358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1523358.625000 Penalty: 4672.979980
	Iteration 68Q: 3 clusters Score -1523359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1523361.250000 Penalty: 4672.979980
	Iteration 69Q: 3 clusters Score -1523361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1523358.625000 Penalty: 4672.979980
	Iteration 70Q: 3 clusters Score -1523359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1523361.375000 Penalty: 4672.979980
	Iteration 71Q: 3 clusters Score -1523361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1523364.125000 Penalty: 4672.979980
	Iteration 72Q: 3 clusters Score -1523364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1523363.500000 Penalty: 4672.979980
	Iteration 73Q: 3 clusters Score -1523364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1523360.875000 Penalty: 4672.979980
	Iteration 74Q: 3 clusters Score -1523361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1523362.875000 Penalty: 4672.979980
	Iteration 75Q: 3 clusters Score -1523363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1523368.500000 Penalty: 4672.979980
	Iteration 76Q: 3 clusters Score -1523368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1523369.250000 Penalty: 4672.979980
	Iteration 77Q: 3 clusters Score -1523369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1523370.500000 Penalty: 4672.979980
	Iteration 78Q: 3 clusters Score -1523370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1523368.625000 Penalty: 4672.979980
	Iteration 79Q: 3 clusters Score -1523369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1523373.000000 Penalty: 4672.979980
	Iteration 80F: 3 clusters Score -1523373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1523374.625000 Penalty: 4672.979980
	Iteration 81Q: 3 clusters Score -1523375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1523373.000000 Penalty: 4672.979980
	Iteration 82Q: 3 clusters Score -1523373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1523376.375000 Penalty: 4672.979980
	Iteration 83Q: 3 clusters Score -1523376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1523377.500000 Penalty: 4672.979980
	Iteration 84Q: 3 clusters Score -1523378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1523383.125000 Penalty: 4672.979980
	Iteration 85Q: 3 clusters Score -1523383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1523385.375000 Penalty: 4672.979980
	Iteration 86Q: 3 clusters Score -1523385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1523387.750000 Penalty: 4672.979980
	Iteration 87Q: 3 clusters Score -1523388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1523390.250000 Penalty: 4672.979980
	Iteration 88Q: 3 clusters Score -1523390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1523387.500000 Penalty: 4672.979980
	Iteration 89Q: 3 clusters Score -1523388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1523388.875000 Penalty: 4672.979980
	Iteration 90Q: 3 clusters Score -1523389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1523390.000000 Penalty: 4672.979980
	Iteration 91Q: 3 clusters Score -1523390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1523391.750000 Penalty: 4672.979980
	Iteration 92Q: 3 clusters Score -1523392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1523391.750000 Penalty: 4672.979980
	Iteration 93Q: 3 clusters Score -1523392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1523390.750000 Penalty: 4672.979980
	Iteration 94Q: 3 clusters Score -1523391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1523394.250000 Penalty: 4672.979980
	Iteration 95Q: 3 clusters Score -1523394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1523397.000000 Penalty: 4672.979980
	Iteration 96Q: 3 clusters Score -1523397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1523396.750000 Penalty: 4672.979980
	Iteration 97Q: 3 clusters Score -1523397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1523395.625000 Penalty: 4672.979980
	Iteration 98Q: 3 clusters Score -1523396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1523396.625000 Penalty: 4672.979980
	Iteration 99Q: 3 clusters Score -1523397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1523397.000000 Penalty: 4672.979980
	Iteration 100F: 3 clusters Score -1523397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1523394.750000 Penalty: 4672.979980
	Iteration 101Q: 3 clusters Score -1523395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1523398.375000 Penalty: 4672.979980
	Iteration 102Q: 3 clusters Score -1523398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1523398.875000 Penalty: 4672.979980
	Iteration 103Q: 3 clusters Score -1523399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1523402.625000 Penalty: 4672.979980
	Iteration 104Q: 3 clusters Score -1523403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1523400.375000 Penalty: 4672.979980
	Iteration 105Q: 3 clusters Score -1523400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1523400.500000 Penalty: 4672.979980
	Iteration 106Q: 3 clusters Score -1523400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1523401.625000 Penalty: 4672.979980
	Iteration 107Q: 3 clusters Score -1523402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1523402.500000 Penalty: 4672.979980
	Iteration 108Q: 3 clusters Score -1523402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1523402.500000 Penalty: 4672.979980
	Iteration 109F: 3 clusters Score -1523402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Entering Unmasked Estep 
Score: -1009782.937500 Penalty: 2250.566406
	Iteration 0F: 2 clusters Score -1009783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1002935.750000 Penalty: 4501.132812
	Iteration 0F: 3 clusters Score -1002936 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1004879.187500 Penalty: 4501.132812
	Iteration 1F: 3 clusters Score -1004879 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1005168.062500 Penalty: 4501.132812
	Iteration 2F: 3 clusters Score -1005168 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1005343.437500 Penalty: 4501.132812
	Iteration 3Q: 3 clusters Score -1005343 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1005475.937500 Penalty: 4501.132812
	Iteration 4Q: 3 clusters Score -1005476 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1005621.187500 Penalty: 4501.132812
	Iteration 5Q: 3 clusters Score -1005621 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1005738.937500 Penalty: 4501.132812
	Iteration 6Q: 3 clusters Score -1005739 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1005848.250000 Penalty: 4501.132812
	Iteration 7Q: 3 clusters Score -1005848 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1005946.375000 Penalty: 4501.132812
	Iteration 8Q: 3 clusters Score -1005946 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1006035.312500 Penalty: 4501.132812
	Iteration 9Q: 3 clusters Score -1006035 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1006108.687500 Penalty: 4501.132812
	Iteration 10Q: 3 clusters Score -1006109 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1006169.437500 Penalty: 4501.132812
	Iteration 11Q: 3 clusters Score -1006169 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1006243.687500 Penalty: 4501.132812
	Iteration 12Q: 3 clusters Score -1006244 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1006332.750000 Penalty: 4501.132812
	Iteration 13Q: 3 clusters Score -1006333 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1006430.062500 Penalty: 4501.132812
	Iteration 14Q: 3 clusters Score -1006430 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1006532.812500 Penalty: 4501.132812
	Iteration 15Q: 3 clusters Score -1006533 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1006639.937500 Penalty: 4501.132812
	Iteration 16Q: 3 clusters Score -1006640 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1006745.687500 Penalty: 4501.132812
	Iteration 17Q: 3 clusters Score -1006746 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1006842.125000 Penalty: 4501.132812
	Iteration 18Q: 3 clusters Score -1006842 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1006936.375000 Penalty: 4501.132812
	Iteration 19Q: 3 clusters Score -1006936 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1007043.687500 Penalty: 4501.132812
	Iteration 20F: 3 clusters Score -1007044 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1007162.875000 Penalty: 4501.132812
	Iteration 21Q: 3 clusters Score -1007163 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1007270.000000 Penalty: 4501.132812
	Iteration 22Q: 3 clusters Score -1007270 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1007361.687500 Penalty: 4501.132812
	Iteration 23Q: 3 clusters Score -1007362 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1007443.437500 Penalty: 4501.132812
	Iteration 24Q: 3 clusters Score -1007443 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1007517.875000 Penalty: 4501.132812
	Iteration 25Q: 3 clusters Score -1007518 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1007570.812500 Penalty: 4501.132812
	Iteration 26Q: 3 clusters Score -1007571 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1007613.500000 Penalty: 4501.132812
	Iteration 27Q: 3 clusters Score -1007614 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1007655.437500 Penalty: 4501.132812
	Iteration 28Q: 3 clusters Score -1007655 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1007700.375000 Penalty: 4501.132812
	Iteration 29Q: 3 clusters Score -1007700 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1007737.562500 Penalty: 4501.132812
	Iteration 30Q: 3 clusters Score -1007738 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1007782.875000 Penalty: 4501.132812
	Iteration 31Q: 3 clusters Score -1007783 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1007834.500000 Penalty: 4501.132812
	Iteration 32Q: 3 clusters Score -1007834 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1007864.000000 Penalty: 4501.132812
	Iteration 33Q: 3 clusters Score -1007864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1007886.250000 Penalty: 4501.132812
	Iteration 34Q: 3 clusters Score -1007886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1007903.562500 Penalty: 4501.132812
	Iteration 35Q: 3 clusters Score -1007904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1007918.437500 Penalty: 4501.132812
	Iteration 36Q: 3 clusters Score -1007918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1007937.625000 Penalty: 4501.132812
	Iteration 37Q: 3 clusters Score -1007938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1007947.375000 Penalty: 4501.132812
	Iteration 38Q: 3 clusters Score -1007947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1007953.125000 Penalty: 4501.132812
	Iteration 39Q: 3 clusters Score -1007953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1007958.312500 Penalty: 4501.132812
	Iteration 40F: 3 clusters Score -1007958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1007963.687500 Penalty: 4501.132812
	Iteration 41Q: 3 clusters Score -1007964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1007966.500000 Penalty: 4501.132812
	Iteration 42Q: 3 clusters Score -1007966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1007969.250000 Penalty: 4501.132812
	Iteration 43Q: 3 clusters Score -1007969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1007969.125000 Penalty: 4501.132812
	Iteration 44Q: 3 clusters Score -1007969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1007970.687500 Penalty: 4501.132812
	Iteration 45Q: 3 clusters Score -1007971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1007972.875000 Penalty: 4501.132812
	Iteration 46Q: 3 clusters Score -1007973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1007973.562500 Penalty: 4501.132812
	Iteration 47Q: 3 clusters Score -1007974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1007973.562500 Penalty: 4501.132812
	Iteration 48F: 3 clusters Score -1007974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -73594.398438 Penalty: 1622.533081
	Iteration 0F: 2 clusters Score -73594.4 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 353 members 
Entering Unmasked Estep 
Score: -71944.281250 Penalty: 3245.066162
	Iteration 0F: 3 clusters Score -71944.28 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72230.195312 Penalty: 3245.066162
	Iteration 1F: 3 clusters Score -72230.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -72315.984375 Penalty: 3245.066162
	Iteration 2F: 3 clusters Score -72315.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -72422.296875 Penalty: 3245.066162
	Iteration 3Q: 3 clusters Score -72422.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -72486.039062 Penalty: 3245.066162
	Iteration 4Q: 3 clusters Score -72486.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -72541.656250 Penalty: 3245.066162
	Iteration 5Q: 3 clusters Score -72541.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -72598.742188 Penalty: 3245.066162
	Iteration 6Q: 3 clusters Score -72598.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -72629.054688 Penalty: 3245.066162
	Iteration 7Q: 3 clusters Score -72629.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -72641.132812 Penalty: 3245.066162
	Iteration 8Q: 3 clusters Score -72641.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -72654.320312 Penalty: 3245.066162
	Iteration 9Q: 3 clusters Score -72654.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -72660.984375 Penalty: 3245.066162
	Iteration 10Q: 3 clusters Score -72660.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -72665.164062 Penalty: 3245.066162
	Iteration 11Q: 3 clusters Score -72665.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -72668.023438 Penalty: 3245.066162
	Iteration 12Q: 3 clusters Score -72668.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -72670.828125 Penalty: 3245.066162
	Iteration 13Q: 3 clusters Score -72670.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -72678.218750 Penalty: 3245.066162
	Iteration 14Q: 3 clusters Score -72678.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -72681.156250 Penalty: 3245.066162
	Iteration 15Q: 3 clusters Score -72681.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -72687.492188 Penalty: 3245.066162
	Iteration 16Q: 3 clusters Score -72687.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -72700.703125 Penalty: 3245.066162
	Iteration 17Q: 3 clusters Score -72700.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -72730.843750 Penalty: 3245.066162
	Iteration 18Q: 3 clusters Score -72730.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -72752.140625 Penalty: 3245.066162
	Iteration 19Q: 3 clusters Score -72752.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -72770.218750 Penalty: 3245.066162
	Iteration 20F: 3 clusters Score -72770.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -72781.875000 Penalty: 3245.066162
	Iteration 21Q: 3 clusters Score -72781.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -72793.914062 Penalty: 3245.066162
	Iteration 22Q: 3 clusters Score -72793.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -72812.375000 Penalty: 3245.066162
	Iteration 23Q: 3 clusters Score -72812.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -72816.703125 Penalty: 3245.066162
	Iteration 24Q: 3 clusters Score -72816.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -72821.078125 Penalty: 3245.066162
	Iteration 25Q: 3 clusters Score -72821.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -72827.625000 Penalty: 3245.066162
	Iteration 26Q: 3 clusters Score -72827.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -72841.367188 Penalty: 3245.066162
	Iteration 27Q: 3 clusters Score -72841.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -72847.976562 Penalty: 3245.066162
	Iteration 28Q: 3 clusters Score -72847.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -72853.132812 Penalty: 3245.066162
	Iteration 29Q: 3 clusters Score -72853.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -72863.539062 Penalty: 3245.066162
	Iteration 30Q: 3 clusters Score -72863.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -72865.843750 Penalty: 3245.066162
	Iteration 31Q: 3 clusters Score -72865.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -72865.843750 Penalty: 3245.066162
	Iteration 32F: 3 clusters Score -72865.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Entering Unmasked Estep 
Score: -673321.625000 Penalty: 2148.043701
	Iteration 0F: 2 clusters Score -673321.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -668330.250000 Penalty: 4296.087402
	Iteration 0F: 3 clusters Score -668330.2 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -669767.875000 Penalty: 4296.087402
	Iteration 1F: 3 clusters Score -669767.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -670156.000000 Penalty: 4296.087402
	Iteration 2F: 3 clusters Score -670156 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -670399.937500 Penalty: 4296.087402
	Iteration 3F: 3 clusters Score -670399.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -670555.437500 Penalty: 4296.087402
	Iteration 4Q: 3 clusters Score -670555.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -670664.000000 Penalty: 4296.087402
	Iteration 5Q: 3 clusters Score -670664 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -670739.375000 Penalty: 4296.087402
	Iteration 6Q: 3 clusters Score -670739.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -670796.812500 Penalty: 4296.087402
	Iteration 7Q: 3 clusters Score -670796.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -670847.687500 Penalty: 4296.087402
	Iteration 8Q: 3 clusters Score -670847.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -670883.312500 Penalty: 4296.087402
	Iteration 9Q: 3 clusters Score -670883.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -670917.500000 Penalty: 4296.087402
	Iteration 10Q: 3 clusters Score -670917.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -670950.000000 Penalty: 4296.087402
	Iteration 11Q: 3 clusters Score -670950 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -670995.375000 Penalty: 4296.087402
	Iteration 12Q: 3 clusters Score -670995.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -671050.437500 Penalty: 4296.087402
	Iteration 13Q: 3 clusters Score -671050.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -671105.187500 Penalty: 4296.087402
	Iteration 14Q: 3 clusters Score -671105.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -671172.062500 Penalty: 4296.087402
	Iteration 15Q: 3 clusters Score -671172.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -671250.125000 Penalty: 4296.087402
	Iteration 16Q: 3 clusters Score -671250.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -671331.625000 Penalty: 4296.087402
	Iteration 17Q: 3 clusters Score -671331.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -671410.875000 Penalty: 4296.087402
	Iteration 18Q: 3 clusters Score -671410.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -671490.750000 Penalty: 4296.087402
	Iteration 19Q: 3 clusters Score -671490.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -671569.500000 Penalty: 4296.087402
	Iteration 20F: 3 clusters Score -671569.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -671645.062500 Penalty: 4296.087402
	Iteration 21Q: 3 clusters Score -671645.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -671714.562500 Penalty: 4296.087402
	Iteration 22Q: 3 clusters Score -671714.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -671782.750000 Penalty: 4296.087402
	Iteration 23Q: 3 clusters Score -671782.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -671835.437500 Penalty: 4296.087402
	Iteration 24Q: 3 clusters Score -671835.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -671885.125000 Penalty: 4296.087402
	Iteration 25Q: 3 clusters Score -671885.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -671924.250000 Penalty: 4296.087402
	Iteration 26Q: 3 clusters Score -671924.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -671956.437500 Penalty: 4296.087402
	Iteration 27Q: 3 clusters Score -671956.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -671985.500000 Penalty: 4296.087402
	Iteration 28Q: 3 clusters Score -671985.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -672007.437500 Penalty: 4296.087402
	Iteration 29Q: 3 clusters Score -672007.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -672025.687500 Penalty: 4296.087402
	Iteration 30Q: 3 clusters Score -672025.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -672041.187500 Penalty: 4296.087402
	Iteration 31Q: 3 clusters Score -672041.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -672060.437500 Penalty: 4296.087402
	Iteration 32Q: 3 clusters Score -672060.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -672078.437500 Penalty: 4296.087402
	Iteration 33Q: 3 clusters Score -672078.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -672091.312500 Penalty: 4296.087402
	Iteration 34Q: 3 clusters Score -672091.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -672103.562500 Penalty: 4296.087402
	Iteration 35Q: 3 clusters Score -672103.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -672116.125000 Penalty: 4296.087402
	Iteration 36Q: 3 clusters Score -672116.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -672127.625000 Penalty: 4296.087402
	Iteration 37Q: 3 clusters Score -672127.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -672139.312500 Penalty: 4296.087402
	Iteration 38Q: 3 clusters Score -672139.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -672150.875000 Penalty: 4296.087402
	Iteration 39Q: 3 clusters Score -672150.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -672162.875000 Penalty: 4296.087402
	Iteration 40F: 3 clusters Score -672162.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -672172.687500 Penalty: 4296.087402
	Iteration 41Q: 3 clusters Score -672172.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -672176.937500 Penalty: 4296.087402
	Iteration 42Q: 3 clusters Score -672176.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -672179.750000 Penalty: 4296.087402
	Iteration 43Q: 3 clusters Score -672179.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -672181.062500 Penalty: 4296.087402
	Iteration 44Q: 3 clusters Score -672181.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -672182.250000 Penalty: 4296.087402
	Iteration 45Q: 3 clusters Score -672182.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -672182.250000 Penalty: 4296.087402
	Iteration 46F: 3 clusters Score -672182.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Entering Unmasked Estep 
Score: -2295943.250000 Penalty: 2442.140381
	Iteration 0F: 2 clusters Score -2295943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2282651.750000 Penalty: 4884.280762
	Iteration 0F: 3 clusters Score -2282652 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2287009.000000 Penalty: 4884.280762
	Iteration 1F: 3 clusters Score -2287009 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2287564.750000 Penalty: 4884.280762
	Iteration 2F: 3 clusters Score -2287565 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2288114.500000 Penalty: 4884.280762
	Iteration 3F: 3 clusters Score -2288114 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2288624.000000 Penalty: 4884.280762
	Iteration 4F: 3 clusters Score -2288624 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2289098.750000 Penalty: 4884.280762
	Iteration 5F: 3 clusters Score -2289099 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2289578.000000 Penalty: 4884.280762
	Iteration 6Q: 3 clusters Score -2289578 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2290111.000000 Penalty: 4884.280762
	Iteration 7F: 3 clusters Score -2290111 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2290670.500000 Penalty: 4884.280762
	Iteration 8Q: 3 clusters Score -2290670 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2291309.000000 Penalty: 4884.280762
	Iteration 9F: 3 clusters Score -2291309 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2291941.250000 Penalty: 4884.280762
	Iteration 10Q: 3 clusters Score -2291941 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2292540.000000 Penalty: 4884.280762
	Iteration 11Q: 3 clusters Score -2292540 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2293102.750000 Penalty: 4884.280762
	Iteration 12Q: 3 clusters Score -2293103 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2293482.250000 Penalty: 4884.280762
	Iteration 13Q: 3 clusters Score -2293482 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2293754.250000 Penalty: 4884.280762
	Iteration 14Q: 3 clusters Score -2293754 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2293979.250000 Penalty: 4884.280762
	Iteration 15Q: 3 clusters Score -2293979 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2294152.500000 Penalty: 4884.280762
	Iteration 16Q: 3 clusters Score -2294152 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2294290.250000 Penalty: 4884.280762
	Iteration 17Q: 3 clusters Score -2294290 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2294403.250000 Penalty: 4884.280762
	Iteration 18Q: 3 clusters Score -2294403 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2294534.000000 Penalty: 4884.280762
	Iteration 19Q: 3 clusters Score -2294534 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2294686.000000 Penalty: 4884.280762
	Iteration 20F: 3 clusters Score -2294686 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2294816.250000 Penalty: 4884.280762
	Iteration 21Q: 3 clusters Score -2294816 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2294938.250000 Penalty: 4884.280762
	Iteration 22Q: 3 clusters Score -2294938 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2295077.250000 Penalty: 4884.280762
	Iteration 23Q: 3 clusters Score -2295077 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2295157.750000 Penalty: 4884.280762
	Iteration 24Q: 3 clusters Score -2295158 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2295207.500000 Penalty: 4884.280762
	Iteration 25Q: 3 clusters Score -2295208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2295240.000000 Penalty: 4884.280762
	Iteration 26Q: 3 clusters Score -2295240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2295258.250000 Penalty: 4884.280762
	Iteration 27Q: 3 clusters Score -2295258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2295272.000000 Penalty: 4884.280762
	Iteration 28Q: 3 clusters Score -2295272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2295275.250000 Penalty: 4884.280762
	Iteration 29Q: 3 clusters Score -2295275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2295281.750000 Penalty: 4884.280762
	Iteration 30Q: 3 clusters Score -2295282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2295284.250000 Penalty: 4884.280762
	Iteration 31Q: 3 clusters Score -2295284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2295286.500000 Penalty: 4884.280762
	Iteration 32Q: 3 clusters Score -2295286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2295290.500000 Penalty: 4884.280762
	Iteration 33Q: 3 clusters Score -2295290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2295295.000000 Penalty: 4884.280762
	Iteration 34Q: 3 clusters Score -2295295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2295299.500000 Penalty: 4884.280762
	Iteration 35Q: 3 clusters Score -2295300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2295299.250000 Penalty: 4884.280762
	Iteration 36Q: 3 clusters Score -2295299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2295299.000000 Penalty: 4884.280762
	Iteration 37Q: 3 clusters Score -2295299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2295298.500000 Penalty: 4884.280762
	Iteration 38Q: 3 clusters Score -2295298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2295302.500000 Penalty: 4884.280762
	Iteration 39Q: 3 clusters Score -2295302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2295304.000000 Penalty: 4884.280762
	Iteration 40F: 3 clusters Score -2295304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2295304.750000 Penalty: 4884.280762
	Iteration 41Q: 3 clusters Score -2295305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2295307.000000 Penalty: 4884.280762
	Iteration 42Q: 3 clusters Score -2295307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2295307.000000 Penalty: 4884.280762
	Iteration 43Q: 3 clusters Score -2295307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2295307.750000 Penalty: 4884.280762
	Iteration 44Q: 3 clusters Score -2295308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2295307.750000 Penalty: 4884.280762
	Iteration 45F: 3 clusters Score -2295308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Entering Unmasked Estep 
Score: -4584962.500000 Penalty: 2611.171631
	Iteration 0F: 2 clusters Score -4584962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -4559405.000000 Penalty: 5222.343262
	Iteration 0F: 3 clusters Score -4559405 nChanged 17188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -4568776.500000 Penalty: 5222.343262
	Iteration 1F: 3 clusters Score -4568776 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -4569238.000000 Penalty: 5222.343262
	Iteration 2Q: 3 clusters Score -4569238 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -4569679.500000 Penalty: 5222.343262
	Iteration 3Q: 3 clusters Score -4569680 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -4570099.000000 Penalty: 5222.343262
	Iteration 4Q: 3 clusters Score -4570099 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -4570534.000000 Penalty: 5222.343262
	Iteration 5Q: 3 clusters Score -4570534 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -4571089.500000 Penalty: 5222.343262
	Iteration 6Q: 3 clusters Score -4571090 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -4571762.500000 Penalty: 5222.343262
	Iteration 7Q: 3 clusters Score -4571762 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -4572358.500000 Penalty: 5222.343262
	Iteration 8Q: 3 clusters Score -4572358 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -4573054.500000 Penalty: 5222.343262
	Iteration 9Q: 3 clusters Score -4573054 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -4573757.000000 Penalty: 5222.343262
	Iteration 10Q: 3 clusters Score -4573757 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -4574367.000000 Penalty: 5222.343262
	Iteration 11Q: 3 clusters Score -4574367 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -4575011.500000 Penalty: 5222.343262
	Iteration 12Q: 3 clusters Score -4575012 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -4575478.000000 Penalty: 5222.343262
	Iteration 13Q: 3 clusters Score -4575478 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -4575828.500000 Penalty: 5222.343262
	Iteration 14Q: 3 clusters Score -4575828 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -4576108.000000 Penalty: 5222.343262
	Iteration 15Q: 3 clusters Score -4576108 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -4576333.000000 Penalty: 5222.343262
	Iteration 16Q: 3 clusters Score -4576333 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -4576544.000000 Penalty: 5222.343262
	Iteration 17Q: 3 clusters Score -4576544 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -4576767.000000 Penalty: 5222.343262
	Iteration 18Q: 3 clusters Score -4576767 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -4577002.500000 Penalty: 5222.343262
	Iteration 19Q: 3 clusters Score -4577002 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -4577282.500000 Penalty: 5222.343262
	Iteration 20F: 3 clusters Score -4577282 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -4577596.500000 Penalty: 5222.343262
	Iteration 21Q: 3 clusters Score -4577596 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -4577932.500000 Penalty: 5222.343262
	Iteration 22Q: 3 clusters Score -4577932 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -4578336.500000 Penalty: 5222.343262
	Iteration 23Q: 3 clusters Score -4578336 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -4578836.000000 Penalty: 5222.343262
	Iteration 24Q: 3 clusters Score -4578836 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -4579350.500000 Penalty: 5222.343262
	Iteration 25Q: 3 clusters Score -4579350 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -4579888.000000 Penalty: 5222.343262
	Iteration 26Q: 3 clusters Score -4579888 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -4580432.500000 Penalty: 5222.343262
	Iteration 27Q: 3 clusters Score -4580432 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -4580935.500000 Penalty: 5222.343262
	Iteration 28Q: 3 clusters Score -4580936 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -4581400.000000 Penalty: 5222.343262
	Iteration 29Q: 3 clusters Score -4581400 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -4581751.000000 Penalty: 5222.343262
	Iteration 30Q: 3 clusters Score -4581751 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -4582012.000000 Penalty: 5222.343262
	Iteration 31Q: 3 clusters Score -4582012 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -4582191.500000 Penalty: 5222.343262
	Iteration 32Q: 3 clusters Score -4582192 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -4582361.000000 Penalty: 5222.343262
	Iteration 33Q: 3 clusters Score -4582361 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -4582490.500000 Penalty: 5222.343262
	Iteration 34Q: 3 clusters Score -4582490 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -4582583.000000 Penalty: 5222.343262
	Iteration 35Q: 3 clusters Score -4582583 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -4582639.500000 Penalty: 5222.343262
	Iteration 36Q: 3 clusters Score -4582640 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -4582695.500000 Penalty: 5222.343262
	Iteration 37Q: 3 clusters Score -4582696 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -4582725.000000 Penalty: 5222.343262
	Iteration 38Q: 3 clusters Score -4582725 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -4582749.000000 Penalty: 5222.343262
	Iteration 39Q: 3 clusters Score -4582749 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -4582773.000000 Penalty: 5222.343262
	Iteration 40F: 3 clusters Score -4582773 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -4582783.000000 Penalty: 5222.343262
	Iteration 41Q: 3 clusters Score -4582783 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -4582795.000000 Penalty: 5222.343262
	Iteration 42Q: 3 clusters Score -4582795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -4582801.000000 Penalty: 5222.343262
	Iteration 43Q: 3 clusters Score -4582801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -4582816.500000 Penalty: 5222.343262
	Iteration 44Q: 3 clusters Score -4582816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -4582820.000000 Penalty: 5222.343262
	Iteration 45Q: 3 clusters Score -4582820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -4582823.000000 Penalty: 5222.343262
	Iteration 46Q: 3 clusters Score -4582823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -4582828.500000 Penalty: 5222.343262
	Iteration 47Q: 3 clusters Score -4582828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -4582830.500000 Penalty: 5222.343262
	Iteration 48Q: 3 clusters Score -4582830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -4582833.000000 Penalty: 5222.343262
	Iteration 49Q: 3 clusters Score -4582833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -4582838.000000 Penalty: 5222.343262
	Iteration 50Q: 3 clusters Score -4582838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -4582843.500000 Penalty: 5222.343262
	Iteration 51Q: 3 clusters Score -4582844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -4582843.500000 Penalty: 5222.343262
	Iteration 52Q: 3 clusters Score -4582844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -4582843.000000 Penalty: 5222.343262
	Iteration 53Q: 3 clusters Score -4582843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -4582843.000000 Penalty: 5222.343262
	Iteration 54F: 3 clusters Score -4582843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Entering Unmasked Estep 
Score: -852015.000000 Penalty: 2214.039795
	Iteration 0F: 2 clusters Score -852015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -845874.375000 Penalty: 4428.079590
	Iteration 0F: 3 clusters Score -845874.4 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -847554.687500 Penalty: 4428.079590
	Iteration 1F: 3 clusters Score -847554.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -847827.062500 Penalty: 4428.079590
	Iteration 2F: 3 clusters Score -847827.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -848042.625000 Penalty: 4428.079590
	Iteration 3F: 3 clusters Score -848042.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -848220.375000 Penalty: 4428.079590
	Iteration 4Q: 3 clusters Score -848220.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -848399.750000 Penalty: 4428.079590
	Iteration 5Q: 3 clusters Score -848399.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -848553.062500 Penalty: 4428.079590
	Iteration 6Q: 3 clusters Score -848553.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -848711.500000 Penalty: 4428.079590
	Iteration 7Q: 3 clusters Score -848711.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -848838.187500 Penalty: 4428.079590
	Iteration 8Q: 3 clusters Score -848838.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -848969.000000 Penalty: 4428.079590
	Iteration 9Q: 3 clusters Score -848969 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -849121.000000 Penalty: 4428.079590
	Iteration 10Q: 3 clusters Score -849121 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -849261.250000 Penalty: 4428.079590
	Iteration 11Q: 3 clusters Score -849261.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -849385.562500 Penalty: 4428.079590
	Iteration 12Q: 3 clusters Score -849385.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -849488.562500 Penalty: 4428.079590
	Iteration 13Q: 3 clusters Score -849488.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -849585.437500 Penalty: 4428.079590
	Iteration 14Q: 3 clusters Score -849585.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -849678.562500 Penalty: 4428.079590
	Iteration 15Q: 3 clusters Score -849678.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -849762.750000 Penalty: 4428.079590
	Iteration 16Q: 3 clusters Score -849762.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -849836.250000 Penalty: 4428.079590
	Iteration 17Q: 3 clusters Score -849836.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -849924.437500 Penalty: 4428.079590
	Iteration 18Q: 3 clusters Score -849924.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -849988.875000 Penalty: 4428.079590
	Iteration 19Q: 3 clusters Score -849988.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -850044.375000 Penalty: 4428.079590
	Iteration 20F: 3 clusters Score -850044.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -850082.750000 Penalty: 4428.079590
	Iteration 21Q: 3 clusters Score -850082.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -850125.187500 Penalty: 4428.079590
	Iteration 22Q: 3 clusters Score -850125.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -850155.625000 Penalty: 4428.079590
	Iteration 23Q: 3 clusters Score -850155.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -850187.812500 Penalty: 4428.079590
	Iteration 24Q: 3 clusters Score -850187.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -850213.062500 Penalty: 4428.079590
	Iteration 25Q: 3 clusters Score -850213.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -850220.312500 Penalty: 4428.079590
	Iteration 26Q: 3 clusters Score -850220.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -850224.500000 Penalty: 4428.079590
	Iteration 27Q: 3 clusters Score -850224.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -850225.812500 Penalty: 4428.079590
	Iteration 28Q: 3 clusters Score -850225.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -850230.250000 Penalty: 4428.079590
	Iteration 29Q: 3 clusters Score -850230.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -850232.937500 Penalty: 4428.079590
	Iteration 30Q: 3 clusters Score -850232.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -850235.437500 Penalty: 4428.079590
	Iteration 31Q: 3 clusters Score -850235.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -850234.562500 Penalty: 4428.079590
	Iteration 32Q: 3 clusters Score -850234.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -850236.375000 Penalty: 4428.079590
	Iteration 33Q: 3 clusters Score -850236.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -850240.687500 Penalty: 4428.079590
	Iteration 34Q: 3 clusters Score -850240.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -850242.687500 Penalty: 4428.079590
	Iteration 35Q: 3 clusters Score -850242.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -850244.750000 Penalty: 4428.079590
	Iteration 36Q: 3 clusters Score -850244.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -850248.062500 Penalty: 4428.079590
	Iteration 37Q: 3 clusters Score -850248.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -850248.062500 Penalty: 4428.079590
	Iteration 38F: 3 clusters Score -850248.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (191560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191560 members 
Entering Unmasked Estep 
Score: -23579104.000000 Penalty: 3016.413086
	Iteration 0F: 2 clusters Score -2.35791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96035 members 
Mstep: Class 2 contains 95525 members 
Entering Unmasked Estep 
Score: -23457332.000000 Penalty: 6032.826172
	Iteration 0F: 3 clusters Score -2.345733e+07 nChanged 92044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98905 members 
Mstep: Class 2 contains 92655 members 
Entering Unmasked Estep 
Score: -23510874.000000 Penalty: 6032.826172
	Iteration 1F: 3 clusters Score -2.351087e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101051 members 
Mstep: Class 2 contains 90509 members 
Entering Unmasked Estep 
Score: -23512032.000000 Penalty: 6032.826172
	Iteration 2Q: 3 clusters Score -2.351203e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104398 members 
Mstep: Class 2 contains 87162 members 
Entering Unmasked Estep 
Score: -23513384.000000 Penalty: 6032.826172
	Iteration 3Q: 3 clusters Score -2.351338e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109499 members 
Mstep: Class 2 contains 82061 members 
Entering Unmasked Estep 
Score: -23515740.000000 Penalty: 6032.826172
	Iteration 4Q: 3 clusters Score -2.351574e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117286 members 
Mstep: Class 2 contains 74274 members 
Entering Unmasked Estep 
Score: -23519442.000000 Penalty: 6032.826172
	Iteration 5Q: 3 clusters Score -2.351944e+07 nChanged 11589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128517 members 
Mstep: Class 2 contains 63043 members 
Entering Unmasked Estep 
Score: -23526382.000000 Penalty: 6032.826172
	Iteration 6F: 3 clusters Score -2.352638e+07 nChanged 15229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143648 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -23538010.000000 Penalty: 6032.826172
	Iteration 7F: 3 clusters Score -2.353801e+07 nChanged 17483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161113 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -23553106.000000 Penalty: 6032.826172
	Iteration 8F: 3 clusters Score -2.355311e+07 nChanged 15754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176867 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -23566182.000000 Penalty: 6032.826172
	Iteration 9F: 3 clusters Score -2.356618e+07 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186190 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -23572892.000000 Penalty: 6032.826172
	Iteration 10Q: 3 clusters Score -2.357289e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189806 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -23575234.000000 Penalty: 6032.826172
	Iteration 11Q: 3 clusters Score -2.357523e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190851 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -23575960.000000 Penalty: 6032.826172
	Iteration 12Q: 3 clusters Score -2.357596e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191135 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -23576204.000000 Penalty: 6032.826172
	Iteration 13Q: 3 clusters Score -2.35762e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191219 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -23576306.000000 Penalty: 6032.826172
	Iteration 14Q: 3 clusters Score -2.357631e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191240 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -23576386.000000 Penalty: 6032.826172
	Iteration 15Q: 3 clusters Score -2.357639e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191267 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -23576432.000000 Penalty: 6032.826172
	Iteration 16Q: 3 clusters Score -2.357643e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191272 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -23576448.000000 Penalty: 6032.826172
	Iteration 17Q: 3 clusters Score -2.357645e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191272 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -23576478.000000 Penalty: 6032.826172
	Iteration 18Q: 3 clusters Score -2.357648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191278 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23576504.000000 Penalty: 6032.826172
	Iteration 19Q: 3 clusters Score -2.35765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191284 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -23576506.000000 Penalty: 6032.826172
	Iteration 20F: 3 clusters Score -2.357651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191287 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -23576530.000000 Penalty: 6032.826172
	Iteration 21Q: 3 clusters Score -2.357653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191289 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -23576536.000000 Penalty: 6032.826172
	Iteration 22Q: 3 clusters Score -2.357654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191288 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -23576516.000000 Penalty: 6032.826172
	Iteration 23Q: 3 clusters Score -2.357652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191284 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -23576518.000000 Penalty: 6032.826172
	Iteration 24Q: 3 clusters Score -2.357652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191284 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -23576516.000000 Penalty: 6032.826172
	Iteration 25Q: 3 clusters Score -2.357652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191285 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -23576544.000000 Penalty: 6032.826172
	Iteration 26Q: 3 clusters Score -2.357654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191283 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -23576554.000000 Penalty: 6032.826172
	Iteration 27Q: 3 clusters Score -2.357655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191283 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -23576550.000000 Penalty: 6032.826172
	Iteration 28Q: 3 clusters Score -2.357655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191282 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -23576556.000000 Penalty: 6032.826172
	Iteration 29Q: 3 clusters Score -2.357656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191282 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -23576572.000000 Penalty: 6032.826172
	Iteration 30Q: 3 clusters Score -2.357657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191283 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -23576572.000000 Penalty: 6032.826172
	Iteration 31Q: 3 clusters Score -2.357657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191284 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -23576566.000000 Penalty: 6032.826172
	Iteration 32Q: 3 clusters Score -2.357657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191284 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -23576566.000000 Penalty: 6032.826172
	Iteration 33F: 3 clusters Score -2.357657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Entering Unmasked Estep 
Score: -1221782.375000 Penalty: 2294.605469
	Iteration 0F: 2 clusters Score -1221782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1213812.625000 Penalty: 4589.210938
	Iteration 0F: 3 clusters Score -1213813 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1216276.875000 Penalty: 4589.210938
	Iteration 1F: 3 clusters Score -1216277 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1216657.875000 Penalty: 4589.210938
	Iteration 2F: 3 clusters Score -1216658 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1216945.750000 Penalty: 4589.210938
	Iteration 3F: 3 clusters Score -1216946 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1217220.375000 Penalty: 4589.210938
	Iteration 4Q: 3 clusters Score -1217220 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1217477.625000 Penalty: 4589.210938
	Iteration 5Q: 3 clusters Score -1217478 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1217716.000000 Penalty: 4589.210938
	Iteration 6Q: 3 clusters Score -1217716 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1217926.500000 Penalty: 4589.210938
	Iteration 7Q: 3 clusters Score -1217926 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1218132.625000 Penalty: 4589.210938
	Iteration 8Q: 3 clusters Score -1218133 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1218335.875000 Penalty: 4589.210938
	Iteration 9Q: 3 clusters Score -1218336 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1218539.125000 Penalty: 4589.210938
	Iteration 10Q: 3 clusters Score -1218539 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1218699.000000 Penalty: 4589.210938
	Iteration 11Q: 3 clusters Score -1218699 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1218817.500000 Penalty: 4589.210938
	Iteration 12Q: 3 clusters Score -1218818 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1218919.125000 Penalty: 4589.210938
	Iteration 13Q: 3 clusters Score -1218919 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1219015.000000 Penalty: 4589.210938
	Iteration 14Q: 3 clusters Score -1219015 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1219107.250000 Penalty: 4589.210938
	Iteration 15Q: 3 clusters Score -1219107 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1219185.875000 Penalty: 4589.210938
	Iteration 16Q: 3 clusters Score -1219186 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1219242.250000 Penalty: 4589.210938
	Iteration 17Q: 3 clusters Score -1219242 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1219287.625000 Penalty: 4589.210938
	Iteration 18Q: 3 clusters Score -1219288 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1219326.875000 Penalty: 4589.210938
	Iteration 19Q: 3 clusters Score -1219327 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1219355.375000 Penalty: 4589.210938
	Iteration 20F: 3 clusters Score -1219355 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1219388.000000 Penalty: 4589.210938
	Iteration 21Q: 3 clusters Score -1219388 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1219423.875000 Penalty: 4589.210938
	Iteration 22Q: 3 clusters Score -1219424 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1219460.500000 Penalty: 4589.210938
	Iteration 23Q: 3 clusters Score -1219460 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1219494.625000 Penalty: 4589.210938
	Iteration 24Q: 3 clusters Score -1219495 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1219535.625000 Penalty: 4589.210938
	Iteration 25Q: 3 clusters Score -1219536 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1219581.625000 Penalty: 4589.210938
	Iteration 26Q: 3 clusters Score -1219582 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1219622.000000 Penalty: 4589.210938
	Iteration 27Q: 3 clusters Score -1219622 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1219659.875000 Penalty: 4589.210938
	Iteration 28Q: 3 clusters Score -1219660 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1219689.875000 Penalty: 4589.210938
	Iteration 29Q: 3 clusters Score -1219690 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1219723.875000 Penalty: 4589.210938
	Iteration 30Q: 3 clusters Score -1219724 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1219758.750000 Penalty: 4589.210938
	Iteration 31Q: 3 clusters Score -1219759 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1219783.000000 Penalty: 4589.210938
	Iteration 32Q: 3 clusters Score -1219783 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1219811.250000 Penalty: 4589.210938
	Iteration 33Q: 3 clusters Score -1219811 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1219832.625000 Penalty: 4589.210938
	Iteration 34Q: 3 clusters Score -1219833 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1219850.750000 Penalty: 4589.210938
	Iteration 35Q: 3 clusters Score -1219851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1219858.625000 Penalty: 4589.210938
	Iteration 36Q: 3 clusters Score -1219859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1219864.750000 Penalty: 4589.210938
	Iteration 37Q: 3 clusters Score -1219865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1219876.875000 Penalty: 4589.210938
	Iteration 38Q: 3 clusters Score -1219877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1219883.500000 Penalty: 4589.210938
	Iteration 39Q: 3 clusters Score -1219884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1219887.375000 Penalty: 4589.210938
	Iteration 40F: 3 clusters Score -1219887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1219897.500000 Penalty: 4589.210938
	Iteration 41Q: 3 clusters Score -1219898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1219905.625000 Penalty: 4589.210938
	Iteration 42Q: 3 clusters Score -1219906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1219913.875000 Penalty: 4589.210938
	Iteration 43Q: 3 clusters Score -1219914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1219919.250000 Penalty: 4589.210938
	Iteration 44Q: 3 clusters Score -1219919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1219923.250000 Penalty: 4589.210938
	Iteration 45Q: 3 clusters Score -1219923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1219931.250000 Penalty: 4589.210938
	Iteration 46Q: 3 clusters Score -1219931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1219940.750000 Penalty: 4589.210938
	Iteration 47Q: 3 clusters Score -1219941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1219949.250000 Penalty: 4589.210938
	Iteration 48Q: 3 clusters Score -1219949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1219956.500000 Penalty: 4589.210938
	Iteration 49Q: 3 clusters Score -1219956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1219964.375000 Penalty: 4589.210938
	Iteration 50Q: 3 clusters Score -1219964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1219966.375000 Penalty: 4589.210938
	Iteration 51Q: 3 clusters Score -1219966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1219971.875000 Penalty: 4589.210938
	Iteration 52Q: 3 clusters Score -1219972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1219977.625000 Penalty: 4589.210938
	Iteration 53Q: 3 clusters Score -1219978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1219987.125000 Penalty: 4589.210938
	Iteration 54Q: 3 clusters Score -1219987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1219990.875000 Penalty: 4589.210938
	Iteration 55Q: 3 clusters Score -1219991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1219993.000000 Penalty: 4589.210938
	Iteration 56Q: 3 clusters Score -1219993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1219996.875000 Penalty: 4589.210938
	Iteration 57Q: 3 clusters Score -1219997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1219999.125000 Penalty: 4589.210938
	Iteration 58Q: 3 clusters Score -1219999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1220003.375000 Penalty: 4589.210938
	Iteration 59Q: 3 clusters Score -1220003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1220007.250000 Penalty: 4589.210938
	Iteration 60F: 3 clusters Score -1220007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1220012.250000 Penalty: 4589.210938
	Iteration 61Q: 3 clusters Score -1220012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1220018.250000 Penalty: 4589.210938
	Iteration 62Q: 3 clusters Score -1220018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1220018.625000 Penalty: 4589.210938
	Iteration 63Q: 3 clusters Score -1220019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1220018.625000 Penalty: 4589.210938
	Iteration 64F: 3 clusters Score -1220019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (101579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101579 members 
Entering Unmasked Estep 
Score: -12403188.000000 Penalty: 2859.090820
	Iteration 0F: 2 clusters Score -1.240319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -12335420.000000 Penalty: 5718.181641
	Iteration 0F: 3 clusters Score -1.233542e+07 nChanged 48020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 53236 members 
Entering Unmasked Estep 
Score: -12363146.000000 Penalty: 5718.181641
	Iteration 1F: 3 clusters Score -1.236315e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -12364178.000000 Penalty: 5718.181641
	Iteration 2Q: 3 clusters Score -1.236418e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
Score: -12365787.000000 Penalty: 5718.181641
	Iteration 3Q: 3 clusters Score -1.236579e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 60605 members 
Entering Unmasked Estep 
Score: -12367935.000000 Penalty: 5718.181641
	Iteration 4Q: 3 clusters Score -1.236794e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 65290 members 
Entering Unmasked Estep 
Score: -12370978.000000 Penalty: 5718.181641
	Iteration 5F: 3 clusters Score -1.237098e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 71372 members 
Entering Unmasked Estep 
Score: -12375307.000000 Penalty: 5718.181641
	Iteration 6F: 3 clusters Score -1.237531e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 78571 members 
Entering Unmasked Estep 
Score: -12380968.000000 Penalty: 5718.181641
	Iteration 7F: 3 clusters Score -1.238097e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 85751 members 
Entering Unmasked Estep 
Score: -12387165.000000 Penalty: 5718.181641
	Iteration 8F: 3 clusters Score -1.238716e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 91665 members 
Entering Unmasked Estep 
Score: -12392270.000000 Penalty: 5718.181641
	Iteration 9F: 3 clusters Score -1.239227e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 95801 members 
Entering Unmasked Estep 
Score: -12395898.000000 Penalty: 5718.181641
	Iteration 10Q: 3 clusters Score -1.23959e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 98378 members 
Entering Unmasked Estep 
Score: -12398233.000000 Penalty: 5718.181641
	Iteration 11Q: 3 clusters Score -1.239823e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 99780 members 
Entering Unmasked Estep 
Score: -12399398.000000 Penalty: 5718.181641
	Iteration 12Q: 3 clusters Score -1.23994e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 100473 members 
Entering Unmasked Estep 
Score: -12399981.000000 Penalty: 5718.181641
	Iteration 13Q: 3 clusters Score -1.239998e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 100788 members 
Entering Unmasked Estep 
Score: -12400218.000000 Penalty: 5718.181641
	Iteration 14Q: 3 clusters Score -1.240022e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 100931 members 
Entering Unmasked Estep 
Score: -12400386.000000 Penalty: 5718.181641
	Iteration 15Q: 3 clusters Score -1.240039e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 101012 members 
Entering Unmasked Estep 
Score: -12400483.000000 Penalty: 5718.181641
	Iteration 16Q: 3 clusters Score -1.240048e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 101062 members 
Entering Unmasked Estep 
Score: -12400558.000000 Penalty: 5718.181641
	Iteration 17Q: 3 clusters Score -1.240056e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 101089 members 
Entering Unmasked Estep 
Score: -12400596.000000 Penalty: 5718.181641
	Iteration 18Q: 3 clusters Score -1.24006e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 101112 members 
Entering Unmasked Estep 
Score: -12400611.000000 Penalty: 5718.181641
	Iteration 19Q: 3 clusters Score -1.240061e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 101127 members 
Entering Unmasked Estep 
Score: -12400636.000000 Penalty: 5718.181641
	Iteration 20F: 3 clusters Score -1.240064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 101132 members 
Entering Unmasked Estep 
Score: -12400659.000000 Penalty: 5718.181641
	Iteration 21Q: 3 clusters Score -1.240066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 101139 members 
Entering Unmasked Estep 
Score: -12400675.000000 Penalty: 5718.181641
	Iteration 22Q: 3 clusters Score -1.240068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 101142 members 
Entering Unmasked Estep 
Score: -12400680.000000 Penalty: 5718.181641
	Iteration 23Q: 3 clusters Score -1.240068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 101143 members 
Entering Unmasked Estep 
Score: -12400683.000000 Penalty: 5718.181641
	Iteration 24Q: 3 clusters Score -1.240068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 101145 members 
Entering Unmasked Estep 
Score: -12400683.000000 Penalty: 5718.181641
	Iteration 25Q: 3 clusters Score -1.240068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 101150 members 
Entering Unmasked Estep 
Score: -12400684.000000 Penalty: 5718.181641
	Iteration 26Q: 3 clusters Score -1.240068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 101153 members 
Entering Unmasked Estep 
Score: -12400686.000000 Penalty: 5718.181641
	Iteration 27Q: 3 clusters Score -1.240069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 101155 members 
Entering Unmasked Estep 
Score: -12400688.000000 Penalty: 5718.181641
	Iteration 28Q: 3 clusters Score -1.240069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 101156 members 
Entering Unmasked Estep 
Score: -12400697.000000 Penalty: 5718.181641
	Iteration 29Q: 3 clusters Score -1.24007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 101161 members 
Entering Unmasked Estep 
Score: -12400713.000000 Penalty: 5718.181641
	Iteration 30Q: 3 clusters Score -1.240071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 101164 members 
Entering Unmasked Estep 
Score: -12400703.000000 Penalty: 5718.181641
	Iteration 31Q: 3 clusters Score -1.24007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 101166 members 
Entering Unmasked Estep 
Score: -12400705.000000 Penalty: 5718.181641
	Iteration 32Q: 3 clusters Score -1.24007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 101168 members 
Entering Unmasked Estep 
Score: -12400715.000000 Penalty: 5718.181641
	Iteration 33Q: 3 clusters Score -1.240072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 101172 members 
Entering Unmasked Estep 
Score: -12400717.000000 Penalty: 5718.181641
	Iteration 34Q: 3 clusters Score -1.240072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 101173 members 
Entering Unmasked Estep 
Score: -12400715.000000 Penalty: 5718.181641
	Iteration 35Q: 3 clusters Score -1.240072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 101173 members 
Entering Unmasked Estep 
Score: -12400715.000000 Penalty: 5718.181641
	Iteration 36F: 3 clusters Score -1.240072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Entering Unmasked Estep 
Score: -3229426.500000 Penalty: 2524.334473
	Iteration 0F: 2 clusters Score -3229426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3211188.750000 Penalty: 5048.668945
	Iteration 0F: 3 clusters Score -3211189 nChanged 11854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -3217645.250000 Penalty: 5048.668945
	Iteration 1F: 3 clusters Score -3217645 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -3218169.000000 Penalty: 5048.668945
	Iteration 2Q: 3 clusters Score -3218169 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -3218678.000000 Penalty: 5048.668945
	Iteration 3Q: 3 clusters Score -3218678 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -3219231.250000 Penalty: 5048.668945
	Iteration 4Q: 3 clusters Score -3219231 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -3219751.250000 Penalty: 5048.668945
	Iteration 5Q: 3 clusters Score -3219751 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -3220199.250000 Penalty: 5048.668945
	Iteration 6Q: 3 clusters Score -3220199 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -3220703.500000 Penalty: 5048.668945
	Iteration 7Q: 3 clusters Score -3220704 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -3221230.500000 Penalty: 5048.668945
	Iteration 8Q: 3 clusters Score -3221230 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3221852.750000 Penalty: 5048.668945
	Iteration 9Q: 3 clusters Score -3221853 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -3222561.000000 Penalty: 5048.668945
	Iteration 10Q: 3 clusters Score -3222561 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -3223268.750000 Penalty: 5048.668945
	Iteration 11Q: 3 clusters Score -3223269 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -3223908.250000 Penalty: 5048.668945
	Iteration 12Q: 3 clusters Score -3223908 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -3224432.500000 Penalty: 5048.668945
	Iteration 13Q: 3 clusters Score -3224432 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -3224769.500000 Penalty: 5048.668945
	Iteration 14Q: 3 clusters Score -3224770 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -3225009.500000 Penalty: 5048.668945
	Iteration 15Q: 3 clusters Score -3225010 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -3225184.500000 Penalty: 5048.668945
	Iteration 16Q: 3 clusters Score -3225184 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -3225360.500000 Penalty: 5048.668945
	Iteration 17Q: 3 clusters Score -3225360 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -3225490.750000 Penalty: 5048.668945
	Iteration 18Q: 3 clusters Score -3225491 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -3225619.250000 Penalty: 5048.668945
	Iteration 19Q: 3 clusters Score -3225619 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -3225743.500000 Penalty: 5048.668945
	Iteration 20F: 3 clusters Score -3225744 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -3225862.500000 Penalty: 5048.668945
	Iteration 21Q: 3 clusters Score -3225862 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -3225968.750000 Penalty: 5048.668945
	Iteration 22Q: 3 clusters Score -3225969 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -3226065.250000 Penalty: 5048.668945
	Iteration 23Q: 3 clusters Score -3226065 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -3226168.500000 Penalty: 5048.668945
	Iteration 24Q: 3 clusters Score -3226168 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -3226276.000000 Penalty: 5048.668945
	Iteration 25Q: 3 clusters Score -3226276 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -3226349.000000 Penalty: 5048.668945
	Iteration 26Q: 3 clusters Score -3226349 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -3226427.750000 Penalty: 5048.668945
	Iteration 27Q: 3 clusters Score -3226428 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -3226508.500000 Penalty: 5048.668945
	Iteration 28Q: 3 clusters Score -3226508 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -3226601.750000 Penalty: 5048.668945
	Iteration 29Q: 3 clusters Score -3226602 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -3226667.500000 Penalty: 5048.668945
	Iteration 30Q: 3 clusters Score -3226668 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -3226736.250000 Penalty: 5048.668945
	Iteration 31Q: 3 clusters Score -3226736 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3226794.500000 Penalty: 5048.668945
	Iteration 32Q: 3 clusters Score -3226794 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -3226834.250000 Penalty: 5048.668945
	Iteration 33Q: 3 clusters Score -3226834 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -3226876.750000 Penalty: 5048.668945
	Iteration 34Q: 3 clusters Score -3226877 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -3226926.250000 Penalty: 5048.668945
	Iteration 35Q: 3 clusters Score -3226926 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -3226950.500000 Penalty: 5048.668945
	Iteration 36Q: 3 clusters Score -3226950 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -3227014.000000 Penalty: 5048.668945
	Iteration 37Q: 3 clusters Score -3227014 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -3227067.500000 Penalty: 5048.668945
	Iteration 38Q: 3 clusters Score -3227068 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -3227126.750000 Penalty: 5048.668945
	Iteration 39Q: 3 clusters Score -3227127 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -3227167.750000 Penalty: 5048.668945
	Iteration 40F: 3 clusters Score -3227168 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -3227200.000000 Penalty: 5048.668945
	Iteration 41Q: 3 clusters Score -3227200 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -3227224.500000 Penalty: 5048.668945
	Iteration 42Q: 3 clusters Score -3227224 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3227236.750000 Penalty: 5048.668945
	Iteration 43Q: 3 clusters Score -3227237 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -3227277.000000 Penalty: 5048.668945
	Iteration 44Q: 3 clusters Score -3227277 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -3227303.250000 Penalty: 5048.668945
	Iteration 45Q: 3 clusters Score -3227303 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -3227326.750000 Penalty: 5048.668945
	Iteration 46Q: 3 clusters Score -3227327 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -3227352.250000 Penalty: 5048.668945
	Iteration 47Q: 3 clusters Score -3227352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -3227366.000000 Penalty: 5048.668945
	Iteration 48Q: 3 clusters Score -3227366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -3227390.500000 Penalty: 5048.668945
	Iteration 49Q: 3 clusters Score -3227390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -3227402.000000 Penalty: 5048.668945
	Iteration 50Q: 3 clusters Score -3227402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3227415.500000 Penalty: 5048.668945
	Iteration 51Q: 3 clusters Score -3227416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -3227424.500000 Penalty: 5048.668945
	Iteration 52Q: 3 clusters Score -3227424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -3227421.500000 Penalty: 5048.668945
	Iteration 53Q: 3 clusters Score -3227422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -3227435.250000 Penalty: 5048.668945
	Iteration 54Q: 3 clusters Score -3227435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3227441.750000 Penalty: 5048.668945
	Iteration 55Q: 3 clusters Score -3227442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -3227446.500000 Penalty: 5048.668945
	Iteration 56Q: 3 clusters Score -3227446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -3227448.250000 Penalty: 5048.668945
	Iteration 57Q: 3 clusters Score -3227448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3227451.750000 Penalty: 5048.668945
	Iteration 58Q: 3 clusters Score -3227452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -3227455.750000 Penalty: 5048.668945
	Iteration 59Q: 3 clusters Score -3227456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -3227458.000000 Penalty: 5048.668945
	Iteration 60F: 3 clusters Score -3227458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -3227456.000000 Penalty: 5048.668945
	Iteration 61Q: 3 clusters Score -3227456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -3227456.000000 Penalty: 5048.668945
	Iteration 62F: 3 clusters Score -3227456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Entering Unmasked Estep 
Score: -3672889.500000 Penalty: 2573.561768
	Iteration 0F: 2 clusters Score -3672890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -3650926.000000 Penalty: 5147.123535
	Iteration 0F: 3 clusters Score -3650926 nChanged 14508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -3659065.250000 Penalty: 5147.123535
	Iteration 1F: 3 clusters Score -3659065 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3659650.250000 Penalty: 5147.123535
	Iteration 2F: 3 clusters Score -3659650 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3660251.250000 Penalty: 5147.123535
	Iteration 3Q: 3 clusters Score -3660251 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3660931.250000 Penalty: 5147.123535
	Iteration 4Q: 3 clusters Score -3660931 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -3661677.750000 Penalty: 5147.123535
	Iteration 5Q: 3 clusters Score -3661678 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -3662411.000000 Penalty: 5147.123535
	Iteration 6Q: 3 clusters Score -3662411 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -3663046.500000 Penalty: 5147.123535
	Iteration 7Q: 3 clusters Score -3663046 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -3663569.000000 Penalty: 5147.123535
	Iteration 8Q: 3 clusters Score -3663569 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -3664050.000000 Penalty: 5147.123535
	Iteration 9Q: 3 clusters Score -3664050 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -3664441.000000 Penalty: 5147.123535
	Iteration 10Q: 3 clusters Score -3664441 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -3664821.250000 Penalty: 5147.123535
	Iteration 11Q: 3 clusters Score -3664821 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -3665226.500000 Penalty: 5147.123535
	Iteration 12Q: 3 clusters Score -3665226 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -3665630.500000 Penalty: 5147.123535
	Iteration 13Q: 3 clusters Score -3665630 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -3666023.250000 Penalty: 5147.123535
	Iteration 14Q: 3 clusters Score -3666023 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -3666431.000000 Penalty: 5147.123535
	Iteration 15Q: 3 clusters Score -3666431 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -3666913.000000 Penalty: 5147.123535
	Iteration 16Q: 3 clusters Score -3666913 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -3667416.000000 Penalty: 5147.123535
	Iteration 17Q: 3 clusters Score -3667416 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -3667922.000000 Penalty: 5147.123535
	Iteration 18Q: 3 clusters Score -3667922 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -3668405.250000 Penalty: 5147.123535
	Iteration 19Q: 3 clusters Score -3668405 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -3668786.500000 Penalty: 5147.123535
	Iteration 20F: 3 clusters Score -3668786 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -3669121.750000 Penalty: 5147.123535
	Iteration 21Q: 3 clusters Score -3669122 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -3669409.000000 Penalty: 5147.123535
	Iteration 22Q: 3 clusters Score -3669409 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -3669661.000000 Penalty: 5147.123535
	Iteration 23Q: 3 clusters Score -3669661 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -3669874.250000 Penalty: 5147.123535
	Iteration 24Q: 3 clusters Score -3669874 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -3670066.500000 Penalty: 5147.123535
	Iteration 25Q: 3 clusters Score -3670066 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -3670254.000000 Penalty: 5147.123535
	Iteration 26Q: 3 clusters Score -3670254 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -3670406.750000 Penalty: 5147.123535
	Iteration 27Q: 3 clusters Score -3670407 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -3670538.250000 Penalty: 5147.123535
	Iteration 28Q: 3 clusters Score -3670538 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -3670636.250000 Penalty: 5147.123535
	Iteration 29Q: 3 clusters Score -3670636 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -3670729.000000 Penalty: 5147.123535
	Iteration 30Q: 3 clusters Score -3670729 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -3670792.250000 Penalty: 5147.123535
	Iteration 31Q: 3 clusters Score -3670792 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -3670858.000000 Penalty: 5147.123535
	Iteration 32Q: 3 clusters Score -3670858 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -3670899.750000 Penalty: 5147.123535
	Iteration 33Q: 3 clusters Score -3670900 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -3670956.750000 Penalty: 5147.123535
	Iteration 34Q: 3 clusters Score -3670957 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -3670965.000000 Penalty: 5147.123535
	Iteration 35Q: 3 clusters Score -3670965 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -3670991.000000 Penalty: 5147.123535
	Iteration 36Q: 3 clusters Score -3670991 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -3671016.750000 Penalty: 5147.123535
	Iteration 37Q: 3 clusters Score -3671017 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -3671022.750000 Penalty: 5147.123535
	Iteration 38Q: 3 clusters Score -3671023 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -3671039.750000 Penalty: 5147.123535
	Iteration 39Q: 3 clusters Score -3671040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -3671039.250000 Penalty: 5147.123535
	Iteration 40F: 3 clusters Score -3671039 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -3671056.000000 Penalty: 5147.123535
	Iteration 41Q: 3 clusters Score -3671056 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -3671064.000000 Penalty: 5147.123535
	Iteration 42Q: 3 clusters Score -3671064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -3671081.250000 Penalty: 5147.123535
	Iteration 43Q: 3 clusters Score -3671081 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -3671092.750000 Penalty: 5147.123535
	Iteration 44Q: 3 clusters Score -3671093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -3671105.000000 Penalty: 5147.123535
	Iteration 45Q: 3 clusters Score -3671105 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -3671103.500000 Penalty: 5147.123535
	Iteration 46Q: 3 clusters Score -3671104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -3671105.500000 Penalty: 5147.123535
	Iteration 47Q: 3 clusters Score -3671106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -3671112.250000 Penalty: 5147.123535
	Iteration 48Q: 3 clusters Score -3671112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -3671116.250000 Penalty: 5147.123535
	Iteration 49Q: 3 clusters Score -3671116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -3671126.000000 Penalty: 5147.123535
	Iteration 50Q: 3 clusters Score -3671126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -3671125.250000 Penalty: 5147.123535
	Iteration 51Q: 3 clusters Score -3671125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -3671124.750000 Penalty: 5147.123535
	Iteration 52Q: 3 clusters Score -3671125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -3671120.750000 Penalty: 5147.123535
	Iteration 53Q: 3 clusters Score -3671121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -3671123.000000 Penalty: 5147.123535
	Iteration 54Q: 3 clusters Score -3671123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -3671133.750000 Penalty: 5147.123535
	Iteration 55Q: 3 clusters Score -3671134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -3671135.250000 Penalty: 5147.123535
	Iteration 56Q: 3 clusters Score -3671135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -3671141.750000 Penalty: 5147.123535
	Iteration 57Q: 3 clusters Score -3671142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -3671140.250000 Penalty: 5147.123535
	Iteration 58Q: 3 clusters Score -3671140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -3671143.750000 Penalty: 5147.123535
	Iteration 59Q: 3 clusters Score -3671144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -3671140.000000 Penalty: 5147.123535
	Iteration 60F: 3 clusters Score -3671140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -3671143.500000 Penalty: 5147.123535
	Iteration 61Q: 3 clusters Score -3671144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -3671143.250000 Penalty: 5147.123535
	Iteration 62Q: 3 clusters Score -3671143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -3671140.500000 Penalty: 5147.123535
	Iteration 63Q: 3 clusters Score -3671140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -3671144.750000 Penalty: 5147.123535
	Iteration 64Q: 3 clusters Score -3671145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -3671145.750000 Penalty: 5147.123535
	Iteration 65Q: 3 clusters Score -3671146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -3671147.250000 Penalty: 5147.123535
	Iteration 66Q: 3 clusters Score -3671147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -3671145.500000 Penalty: 5147.123535
	Iteration 67Q: 3 clusters Score -3671146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -3671144.000000 Penalty: 5147.123535
	Iteration 68Q: 3 clusters Score -3671144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -3671146.000000 Penalty: 5147.123535
	Iteration 69Q: 3 clusters Score -3671146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -3671152.250000 Penalty: 5147.123535
	Iteration 70Q: 3 clusters Score -3671152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -3671148.750000 Penalty: 5147.123535
	Iteration 71Q: 3 clusters Score -3671149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -3671152.750000 Penalty: 5147.123535
	Iteration 72Q: 3 clusters Score -3671153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -3671152.250000 Penalty: 5147.123535
	Iteration 73Q: 3 clusters Score -3671152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -3671152.250000 Penalty: 5147.123535
	Iteration 74F: 3 clusters Score -3671152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -46365.265625 Penalty: 1518.378174
	Iteration 0F: 2 clusters Score -46365.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44985.484375 Penalty: 3036.756348
	Iteration 0F: 3 clusters Score -44985.48 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -45381.894531 Penalty: 3036.756348
	Iteration 1F: 3 clusters Score -45381.89 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -45611.683594 Penalty: 3036.756348
	Iteration 2F: 3 clusters Score -45611.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -45862.054688 Penalty: 3036.756348
	Iteration 3F: 3 clusters Score -45862.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -46125.816406 Penalty: 3036.756348
	Iteration 4F: 3 clusters Score -46125.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -46259.851562 Penalty: 3036.756348
	Iteration 5Q: 3 clusters Score -46259.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -46351.382812 Penalty: 3036.756348
	Iteration 6Q: 3 clusters Score -46351.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -46427.250000 Penalty: 3036.756348
	Iteration 7Q: 3 clusters Score -46427.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -46503.187500 Penalty: 3036.756348
	Iteration 8Q: 3 clusters Score -46503.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -46595.066406 Penalty: 3036.756348
	Iteration 9Q: 3 clusters Score -46595.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -46651.796875 Penalty: 3036.756348
	Iteration 10Q: 3 clusters Score -46651.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -46666.988281 Penalty: 3036.756348
	Iteration 11Q: 3 clusters Score -46666.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -46671.207031 Penalty: 3036.756348
	Iteration 12Q: 3 clusters Score -46671.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -46680.031250 Penalty: 3036.756348
	Iteration 13Q: 3 clusters Score -46680.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -46699.031250 Penalty: 3036.756348
	Iteration 14Q: 3 clusters Score -46699.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -46711.191406 Penalty: 3036.756348
	Iteration 15Q: 3 clusters Score -46711.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -46711.191406 Penalty: 3036.756348
	Iteration 16F: 3 clusters Score -46711.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 111288 members 
Mstep: Class 2 contains 67631 members 
Mstep: Class 3 contains 17102 members 
Mstep: Class 4 contains 30806 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 8733 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 18908 members 
Mstep: Class 10 contains 37381 members 
Mstep: Class 11 contains 7537 members 
Mstep: Class 12 contains 191560 members 
Mstep: Class 13 contains 10430 members 
Mstep: Class 14 contains 101579 members 
Mstep: Class 15 contains 26338 members 
Mstep: Class 16 contains 32121 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 126359 members 
Mstep: Class 19 contains 20539 members 
Mstep: Class 20 contains 9971 members 
Mstep: Class 21 contains 228324 members 
Mstep: Class 22 contains 55275 members 
Mstep: Class 23 contains 19481 members 
Mstep: Class 24 contains 153637 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 28416 members 
Mstep: Class 30 contains 143 members 
Entering Unmasked Estep 
Score: -158466928.000000 Penalty: 104923.953125
Splitting cluster 17 changes total score from -158468864.000000 to -158466928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (126359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126359 members 
Entering Unmasked Estep 
Score: -15445830.000000 Penalty: 2913.226807
	Iteration 0F: 2 clusters Score -1.544583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63274 members 
Mstep: Class 2 contains 63085 members 
Entering Unmasked Estep 
Score: -15361209.000000 Penalty: 5826.453613
	Iteration 0F: 3 clusters Score -1.536121e+07 nChanged 60472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63476 members 
Mstep: Class 2 contains 62883 members 
Entering Unmasked Estep 
Score: -15396407.000000 Penalty: 5826.453613
	Iteration 1F: 3 clusters Score -1.539641e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 63374 members 
Entering Unmasked Estep 
Score: -15398224.000000 Penalty: 5826.453613
	Iteration 2Q: 3 clusters Score -1.539822e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61970 members 
Mstep: Class 2 contains 64389 members 
Entering Unmasked Estep 
Score: -15400745.000000 Penalty: 5826.453613
	Iteration 3Q: 3 clusters Score -1.540074e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60203 members 
Mstep: Class 2 contains 66156 members 
Entering Unmasked Estep 
Score: -15404341.000000 Penalty: 5826.453613
	Iteration 4F: 3 clusters Score -1.540434e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57803 members 
Mstep: Class 2 contains 68556 members 
Entering Unmasked Estep 
Score: -15408791.000000 Penalty: 5826.453613
	Iteration 5F: 3 clusters Score -1.540879e+07 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 71324 members 
Entering Unmasked Estep 
Score: -15413252.000000 Penalty: 5826.453613
	Iteration 6F: 3 clusters Score -1.541325e+07 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 73897 members 
Entering Unmasked Estep 
Score: -15416722.000000 Penalty: 5826.453613
	Iteration 7F: 3 clusters Score -1.541672e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 75796 members 
Entering Unmasked Estep 
Score: -15418736.000000 Penalty: 5826.453613
	Iteration 8Q: 3 clusters Score -1.541874e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 77244 members 
Entering Unmasked Estep 
Score: -15419986.000000 Penalty: 5826.453613
	Iteration 9Q: 3 clusters Score -1.541999e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 78558 members 
Entering Unmasked Estep 
Score: -15420751.000000 Penalty: 5826.453613
	Iteration 10Q: 3 clusters Score -1.542075e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 79909 members 
Entering Unmasked Estep 
Score: -15421224.000000 Penalty: 5826.453613
	Iteration 11Q: 3 clusters Score -1.542122e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 81332 members 
Entering Unmasked Estep 
Score: -15421477.000000 Penalty: 5826.453613
	Iteration 12Q: 3 clusters Score -1.542148e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 82931 members 
Entering Unmasked Estep 
Score: -15421928.000000 Penalty: 5826.453613
	Iteration 13Q: 3 clusters Score -1.542193e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 84774 members 
Entering Unmasked Estep 
Score: -15422346.000000 Penalty: 5826.453613
	Iteration 14Q: 3 clusters Score -1.542235e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 86977 members 
Entering Unmasked Estep 
Score: -15422961.000000 Penalty: 5826.453613
	Iteration 15Q: 3 clusters Score -1.542296e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 89579 members 
Entering Unmasked Estep 
Score: -15423673.000000 Penalty: 5826.453613
	Iteration 16Q: 3 clusters Score -1.542367e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 92588 members 
Entering Unmasked Estep 
Score: -15424745.000000 Penalty: 5826.453613
	Iteration 17Q: 3 clusters Score -1.542474e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 96077 members 
Entering Unmasked Estep 
Score: -15426115.000000 Penalty: 5826.453613
	Iteration 18Q: 3 clusters Score -1.542612e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 99948 members 
Entering Unmasked Estep 
Score: -15427792.000000 Penalty: 5826.453613
	Iteration 19Q: 3 clusters Score -1.542779e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 104211 members 
Entering Unmasked Estep 
Score: -15430052.000000 Penalty: 5826.453613
	Iteration 20F: 3 clusters Score -1.543005e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 108613 members 
Entering Unmasked Estep 
Score: -15432642.000000 Penalty: 5826.453613
	Iteration 21Q: 3 clusters Score -1.543264e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 112766 members 
Entering Unmasked Estep 
Score: -15435433.000000 Penalty: 5826.453613
	Iteration 22Q: 3 clusters Score -1.543543e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 116330 members 
Entering Unmasked Estep 
Score: -15437917.000000 Penalty: 5826.453613
	Iteration 23Q: 3 clusters Score -1.543792e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 119040 members 
Entering Unmasked Estep 
Score: -15439955.000000 Penalty: 5826.453613
	Iteration 24Q: 3 clusters Score -1.543996e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 120895 members 
Entering Unmasked Estep 
Score: -15441464.000000 Penalty: 5826.453613
	Iteration 25Q: 3 clusters Score -1.544146e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 122090 members 
Entering Unmasked Estep 
Score: -15442422.000000 Penalty: 5826.453613
	Iteration 26Q: 3 clusters Score -1.544242e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 122858 members 
Entering Unmasked Estep 
Score: -15443114.000000 Penalty: 5826.453613
	Iteration 27Q: 3 clusters Score -1.544311e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 123288 members 
Entering Unmasked Estep 
Score: -15443439.000000 Penalty: 5826.453613
	Iteration 28Q: 3 clusters Score -1.544344e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 123543 members 
Entering Unmasked Estep 
Score: -15443727.000000 Penalty: 5826.453613
	Iteration 29Q: 3 clusters Score -1.544373e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 123708 members 
Entering Unmasked Estep 
Score: -15443975.000000 Penalty: 5826.453613
	Iteration 30Q: 3 clusters Score -1.544398e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 123797 members 
Entering Unmasked Estep 
Score: -15444123.000000 Penalty: 5826.453613
	Iteration 31Q: 3 clusters Score -1.544412e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 123841 members 
Entering Unmasked Estep 
Score: -15444248.000000 Penalty: 5826.453613
	Iteration 32Q: 3 clusters Score -1.544425e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 123859 members 
Entering Unmasked Estep 
Score: -15444323.000000 Penalty: 5826.453613
	Iteration 33Q: 3 clusters Score -1.544432e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 123876 members 
Entering Unmasked Estep 
Score: -15444419.000000 Penalty: 5826.453613
	Iteration 34Q: 3 clusters Score -1.544442e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 123863 members 
Entering Unmasked Estep 
Score: -15444528.000000 Penalty: 5826.453613
	Iteration 35Q: 3 clusters Score -1.544453e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 123833 members 
Entering Unmasked Estep 
Score: -15444643.000000 Penalty: 5826.453613
	Iteration 36Q: 3 clusters Score -1.544464e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 123804 members 
Entering Unmasked Estep 
Score: -15444741.000000 Penalty: 5826.453613
	Iteration 37Q: 3 clusters Score -1.544474e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 123768 members 
Entering Unmasked Estep 
Score: -15444840.000000 Penalty: 5826.453613
	Iteration 38Q: 3 clusters Score -1.544484e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 123740 members 
Entering Unmasked Estep 
Score: -15444948.000000 Penalty: 5826.453613
	Iteration 39Q: 3 clusters Score -1.544495e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 123686 members 
Entering Unmasked Estep 
Score: -15445034.000000 Penalty: 5826.453613
	Iteration 40F: 3 clusters Score -1.544503e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 123649 members 
Entering Unmasked Estep 
Score: -15445083.000000 Penalty: 5826.453613
	Iteration 41Q: 3 clusters Score -1.544508e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 123597 members 
Entering Unmasked Estep 
Score: -15445121.000000 Penalty: 5826.453613
	Iteration 42Q: 3 clusters Score -1.544512e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 123547 members 
Entering Unmasked Estep 
Score: -15445188.000000 Penalty: 5826.453613
	Iteration 43Q: 3 clusters Score -1.544519e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 123503 members 
Entering Unmasked Estep 
Score: -15445213.000000 Penalty: 5826.453613
	Iteration 44Q: 3 clusters Score -1.544521e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 123464 members 
Entering Unmasked Estep 
Score: -15445234.000000 Penalty: 5826.453613
	Iteration 45Q: 3 clusters Score -1.544523e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 123445 members 
Entering Unmasked Estep 
Score: -15445225.000000 Penalty: 5826.453613
	Iteration 46Q: 3 clusters Score -1.544522e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 123438 members 
Entering Unmasked Estep 
Score: -15445231.000000 Penalty: 5826.453613
	Iteration 47Q: 3 clusters Score -1.544523e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 123428 members 
Entering Unmasked Estep 
Score: -15445252.000000 Penalty: 5826.453613
	Iteration 48Q: 3 clusters Score -1.544525e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 123414 members 
Entering Unmasked Estep 
Score: -15445259.000000 Penalty: 5826.453613
	Iteration 49Q: 3 clusters Score -1.544526e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 123404 members 
Entering Unmasked Estep 
Score: -15445239.000000 Penalty: 5826.453613
	Iteration 50Q: 3 clusters Score -1.544524e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 123400 members 
Entering Unmasked Estep 
Score: -15445263.000000 Penalty: 5826.453613
	Iteration 51Q: 3 clusters Score -1.544526e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 123393 members 
Entering Unmasked Estep 
Score: -15445263.000000 Penalty: 5826.453613
	Iteration 52Q: 3 clusters Score -1.544526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 123390 members 
Entering Unmasked Estep 
Score: -15445261.000000 Penalty: 5826.453613
	Iteration 53Q: 3 clusters Score -1.544526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 123389 members 
Entering Unmasked Estep 
Score: -15445282.000000 Penalty: 5826.453613
	Iteration 54Q: 3 clusters Score -1.544528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 123392 members 
Entering Unmasked Estep 
Score: -15445287.000000 Penalty: 5826.453613
	Iteration 55Q: 3 clusters Score -1.544529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 123391 members 
Entering Unmasked Estep 
Score: -15445290.000000 Penalty: 5826.453613
	Iteration 56Q: 3 clusters Score -1.544529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 123391 members 
Entering Unmasked Estep 
Score: -15445295.000000 Penalty: 5826.453613
	Iteration 57Q: 3 clusters Score -1.54453e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 123391 members 
Entering Unmasked Estep 
Score: -15445294.000000 Penalty: 5826.453613
	Iteration 58Q: 3 clusters Score -1.544529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 123391 members 
Entering Unmasked Estep 
Score: -15445292.000000 Penalty: 5826.453613
	Iteration 59Q: 3 clusters Score -1.544529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 123390 members 
Entering Unmasked Estep 
Score: -15445284.000000 Penalty: 5826.453613
	Iteration 60F: 3 clusters Score -1.544528e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Entering Unmasked Estep 
Score: -2495429.000000 Penalty: 2462.659912
	Iteration 0F: 2 clusters Score -2495429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2480976.750000 Penalty: 4925.319824
	Iteration 0F: 3 clusters Score -2480977 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2486088.000000 Penalty: 4925.319824
	Iteration 1F: 3 clusters Score -2486088 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2486699.250000 Penalty: 4925.319824
	Iteration 2F: 3 clusters Score -2486699 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2487321.750000 Penalty: 4925.319824
	Iteration 3F: 3 clusters Score -2487322 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2487917.500000 Penalty: 4925.319824
	Iteration 4F: 3 clusters Score -2487918 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2488458.000000 Penalty: 4925.319824
	Iteration 5F: 3 clusters Score -2488458 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2488918.500000 Penalty: 4925.319824
	Iteration 6Q: 3 clusters Score -2488918 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2489290.250000 Penalty: 4925.319824
	Iteration 7Q: 3 clusters Score -2489290 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2489636.250000 Penalty: 4925.319824
	Iteration 8Q: 3 clusters Score -2489636 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2489941.750000 Penalty: 4925.319824
	Iteration 9Q: 3 clusters Score -2489942 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2490191.250000 Penalty: 4925.319824
	Iteration 10Q: 3 clusters Score -2490191 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2490446.750000 Penalty: 4925.319824
	Iteration 11Q: 3 clusters Score -2490447 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2490672.000000 Penalty: 4925.319824
	Iteration 12Q: 3 clusters Score -2490672 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2490894.250000 Penalty: 4925.319824
	Iteration 13Q: 3 clusters Score -2490894 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2491099.000000 Penalty: 4925.319824
	Iteration 14Q: 3 clusters Score -2491099 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2491275.500000 Penalty: 4925.319824
	Iteration 15Q: 3 clusters Score -2491276 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2491429.750000 Penalty: 4925.319824
	Iteration 16Q: 3 clusters Score -2491430 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2491554.750000 Penalty: 4925.319824
	Iteration 17Q: 3 clusters Score -2491555 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2491649.250000 Penalty: 4925.319824
	Iteration 18Q: 3 clusters Score -2491649 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2491716.750000 Penalty: 4925.319824
	Iteration 19Q: 3 clusters Score -2491717 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2491778.750000 Penalty: 4925.319824
	Iteration 20F: 3 clusters Score -2491779 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2491852.500000 Penalty: 4925.319824
	Iteration 21Q: 3 clusters Score -2491852 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2491911.500000 Penalty: 4925.319824
	Iteration 22Q: 3 clusters Score -2491912 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2491982.750000 Penalty: 4925.319824
	Iteration 23Q: 3 clusters Score -2491983 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2492044.250000 Penalty: 4925.319824
	Iteration 24Q: 3 clusters Score -2492044 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2492101.000000 Penalty: 4925.319824
	Iteration 25Q: 3 clusters Score -2492101 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2492152.500000 Penalty: 4925.319824
	Iteration 26Q: 3 clusters Score -2492152 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2492208.750000 Penalty: 4925.319824
	Iteration 27Q: 3 clusters Score -2492209 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2492268.500000 Penalty: 4925.319824
	Iteration 28Q: 3 clusters Score -2492268 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2492321.250000 Penalty: 4925.319824
	Iteration 29Q: 3 clusters Score -2492321 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2492370.000000 Penalty: 4925.319824
	Iteration 30Q: 3 clusters Score -2492370 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2492413.250000 Penalty: 4925.319824
	Iteration 31Q: 3 clusters Score -2492413 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2492470.750000 Penalty: 4925.319824
	Iteration 32Q: 3 clusters Score -2492471 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2492536.250000 Penalty: 4925.319824
	Iteration 33Q: 3 clusters Score -2492536 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2492600.750000 Penalty: 4925.319824
	Iteration 34Q: 3 clusters Score -2492601 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2492672.750000 Penalty: 4925.319824
	Iteration 35Q: 3 clusters Score -2492673 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2492726.500000 Penalty: 4925.319824
	Iteration 36Q: 3 clusters Score -2492726 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2492787.250000 Penalty: 4925.319824
	Iteration 37Q: 3 clusters Score -2492787 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2492839.000000 Penalty: 4925.319824
	Iteration 38Q: 3 clusters Score -2492839 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2492890.250000 Penalty: 4925.319824
	Iteration 39Q: 3 clusters Score -2492890 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2492940.500000 Penalty: 4925.319824
	Iteration 40F: 3 clusters Score -2492940 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2492980.750000 Penalty: 4925.319824
	Iteration 41Q: 3 clusters Score -2492981 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2493006.250000 Penalty: 4925.319824
	Iteration 42Q: 3 clusters Score -2493006 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2493045.500000 Penalty: 4925.319824
	Iteration 43Q: 3 clusters Score -2493046 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2493098.250000 Penalty: 4925.319824
	Iteration 44Q: 3 clusters Score -2493098 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2493131.750000 Penalty: 4925.319824
	Iteration 45Q: 3 clusters Score -2493132 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2493188.250000 Penalty: 4925.319824
	Iteration 46Q: 3 clusters Score -2493188 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2493216.500000 Penalty: 4925.319824
	Iteration 47Q: 3 clusters Score -2493216 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2493246.250000 Penalty: 4925.319824
	Iteration 48Q: 3 clusters Score -2493246 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2493265.500000 Penalty: 4925.319824
	Iteration 49Q: 3 clusters Score -2493266 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2493292.750000 Penalty: 4925.319824
	Iteration 50Q: 3 clusters Score -2493293 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2493312.000000 Penalty: 4925.319824
	Iteration 51Q: 3 clusters Score -2493312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2493327.250000 Penalty: 4925.319824
	Iteration 52Q: 3 clusters Score -2493327 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2493345.750000 Penalty: 4925.319824
	Iteration 53Q: 3 clusters Score -2493346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2493354.750000 Penalty: 4925.319824
	Iteration 54Q: 3 clusters Score -2493355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2493361.000000 Penalty: 4925.319824
	Iteration 55Q: 3 clusters Score -2493361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2493371.750000 Penalty: 4925.319824
	Iteration 56Q: 3 clusters Score -2493372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2493378.500000 Penalty: 4925.319824
	Iteration 57Q: 3 clusters Score -2493378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2493387.000000 Penalty: 4925.319824
	Iteration 58Q: 3 clusters Score -2493387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2493391.750000 Penalty: 4925.319824
	Iteration 59Q: 3 clusters Score -2493392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2493394.750000 Penalty: 4925.319824
	Iteration 60F: 3 clusters Score -2493395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2493407.250000 Penalty: 4925.319824
	Iteration 61Q: 3 clusters Score -2493407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2493414.000000 Penalty: 4925.319824
	Iteration 62Q: 3 clusters Score -2493414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2493429.500000 Penalty: 4925.319824
	Iteration 63Q: 3 clusters Score -2493430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2493448.500000 Penalty: 4925.319824
	Iteration 64Q: 3 clusters Score -2493448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2493455.500000 Penalty: 4925.319824
	Iteration 65Q: 3 clusters Score -2493456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2493463.500000 Penalty: 4925.319824
	Iteration 66Q: 3 clusters Score -2493464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2493464.750000 Penalty: 4925.319824
	Iteration 67Q: 3 clusters Score -2493465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2493463.250000 Penalty: 4925.319824
	Iteration 68Q: 3 clusters Score -2493463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2493464.250000 Penalty: 4925.319824
	Iteration 69Q: 3 clusters Score -2493464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2493465.250000 Penalty: 4925.319824
	Iteration 70Q: 3 clusters Score -2493465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2493464.250000 Penalty: 4925.319824
	Iteration 71Q: 3 clusters Score -2493464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2493464.250000 Penalty: 4925.319824
	Iteration 72F: 3 clusters Score -2493464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Entering Unmasked Estep 
Score: -1187397.500000 Penalty: 2283.444336
	Iteration 0F: 2 clusters Score -1187398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1179746.375000 Penalty: 4566.888672
	Iteration 0F: 3 clusters Score -1179746 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1182176.125000 Penalty: 4566.888672
	Iteration 1F: 3 clusters Score -1182176 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1182713.250000 Penalty: 4566.888672
	Iteration 2F: 3 clusters Score -1182713 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1183144.000000 Penalty: 4566.888672
	Iteration 3F: 3 clusters Score -1183144 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1183515.375000 Penalty: 4566.888672
	Iteration 4F: 3 clusters Score -1183515 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1183816.875000 Penalty: 4566.888672
	Iteration 5F: 3 clusters Score -1183817 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1184101.625000 Penalty: 4566.888672
	Iteration 6Q: 3 clusters Score -1184102 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1184397.500000 Penalty: 4566.888672
	Iteration 7Q: 3 clusters Score -1184398 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1184690.000000 Penalty: 4566.888672
	Iteration 8Q: 3 clusters Score -1184690 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1184948.750000 Penalty: 4566.888672
	Iteration 9Q: 3 clusters Score -1184949 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1185186.250000 Penalty: 4566.888672
	Iteration 10Q: 3 clusters Score -1185186 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1185377.250000 Penalty: 4566.888672
	Iteration 11Q: 3 clusters Score -1185377 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1185504.250000 Penalty: 4566.888672
	Iteration 12Q: 3 clusters Score -1185504 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1185599.875000 Penalty: 4566.888672
	Iteration 13Q: 3 clusters Score -1185600 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1185707.625000 Penalty: 4566.888672
	Iteration 14Q: 3 clusters Score -1185708 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1185818.125000 Penalty: 4566.888672
	Iteration 15Q: 3 clusters Score -1185818 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1185917.750000 Penalty: 4566.888672
	Iteration 16Q: 3 clusters Score -1185918 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1186034.125000 Penalty: 4566.888672
	Iteration 17Q: 3 clusters Score -1186034 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1186132.125000 Penalty: 4566.888672
	Iteration 18Q: 3 clusters Score -1186132 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1186256.875000 Penalty: 4566.888672
	Iteration 19Q: 3 clusters Score -1186257 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1186364.125000 Penalty: 4566.888672
	Iteration 20F: 3 clusters Score -1186364 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1186436.625000 Penalty: 4566.888672
	Iteration 21Q: 3 clusters Score -1186437 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1186477.000000 Penalty: 4566.888672
	Iteration 22Q: 3 clusters Score -1186477 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1186499.375000 Penalty: 4566.888672
	Iteration 23Q: 3 clusters Score -1186499 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1186515.875000 Penalty: 4566.888672
	Iteration 24Q: 3 clusters Score -1186516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1186523.875000 Penalty: 4566.888672
	Iteration 25Q: 3 clusters Score -1186524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1186533.500000 Penalty: 4566.888672
	Iteration 26Q: 3 clusters Score -1186534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1186540.500000 Penalty: 4566.888672
	Iteration 27Q: 3 clusters Score -1186540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1186542.500000 Penalty: 4566.888672
	Iteration 28Q: 3 clusters Score -1186542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1186544.250000 Penalty: 4566.888672
	Iteration 29Q: 3 clusters Score -1186544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1186545.250000 Penalty: 4566.888672
	Iteration 30Q: 3 clusters Score -1186545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1186542.500000 Penalty: 4566.888672
	Iteration 31Q: 3 clusters Score -1186542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1186543.750000 Penalty: 4566.888672
	Iteration 32Q: 3 clusters Score -1186544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1186543.750000 Penalty: 4566.888672
	Iteration 33F: 3 clusters Score -1186544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (228324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228324 members 
Entering Unmasked Estep 
Score: -27863994.000000 Penalty: 3059.953125
	Iteration 0F: 2 clusters Score -2.786399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114200 members 
Mstep: Class 2 contains 114124 members 
Entering Unmasked Estep 
Score: -27713458.000000 Penalty: 6119.906250
	Iteration 0F: 3 clusters Score -2.771346e+07 nChanged 110281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114079 members 
Mstep: Class 2 contains 114245 members 
Entering Unmasked Estep 
Score: -27779632.000000 Penalty: 6119.906250
	Iteration 1F: 3 clusters Score -2.777963e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113436 members 
Mstep: Class 2 contains 114888 members 
Entering Unmasked Estep 
Score: -27781326.000000 Penalty: 6119.906250
	Iteration 2Q: 3 clusters Score -2.778133e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112216 members 
Mstep: Class 2 contains 116108 members 
Entering Unmasked Estep 
Score: -27783562.000000 Penalty: 6119.906250
	Iteration 3Q: 3 clusters Score -2.778356e+07 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110163 members 
Mstep: Class 2 contains 118161 members 
Entering Unmasked Estep 
Score: -27786158.000000 Penalty: 6119.906250
	Iteration 4Q: 3 clusters Score -2.778616e+07 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106811 members 
Mstep: Class 2 contains 121513 members 
Entering Unmasked Estep 
Score: -27789682.000000 Penalty: 6119.906250
	Iteration 5Q: 3 clusters Score -2.778968e+07 nChanged 11351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101740 members 
Mstep: Class 2 contains 126584 members 
Entering Unmasked Estep 
Score: -27794094.000000 Penalty: 6119.906250
	Iteration 6Q: 3 clusters Score -2.779409e+07 nChanged 12547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94893 members 
Mstep: Class 2 contains 133431 members 
Entering Unmasked Estep 
Score: -27800256.000000 Penalty: 6119.906250
	Iteration 7F: 3 clusters Score -2.780026e+07 nChanged 13351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86336 members 
Mstep: Class 2 contains 141988 members 
Entering Unmasked Estep 
Score: -27806994.000000 Penalty: 6119.906250
	Iteration 8F: 3 clusters Score -2.780699e+07 nChanged 13190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76780 members 
Mstep: Class 2 contains 151544 members 
Entering Unmasked Estep 
Score: -27813516.000000 Penalty: 6119.906250
	Iteration 9F: 3 clusters Score -2.781352e+07 nChanged 12118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66832 members 
Mstep: Class 2 contains 161492 members 
Entering Unmasked Estep 
Score: -27820152.000000 Penalty: 6119.906250
	Iteration 10F: 3 clusters Score -2.782015e+07 nChanged 11114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56710 members 
Mstep: Class 2 contains 171614 members 
Entering Unmasked Estep 
Score: -27826734.000000 Penalty: 6119.906250
	Iteration 11Q: 3 clusters Score -2.782673e+07 nChanged 10262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 181530 members 
Entering Unmasked Estep 
Score: -27833590.000000 Penalty: 6119.906250
	Iteration 12Q: 3 clusters Score -2.783359e+07 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 190418 members 
Entering Unmasked Estep 
Score: -27840090.000000 Penalty: 6119.906250
	Iteration 13Q: 3 clusters Score -2.784009e+07 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 197444 members 
Entering Unmasked Estep 
Score: -27845658.000000 Penalty: 6119.906250
	Iteration 14Q: 3 clusters Score -2.784566e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 202605 members 
Entering Unmasked Estep 
Score: -27849888.000000 Penalty: 6119.906250
	Iteration 15Q: 3 clusters Score -2.784989e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 206323 members 
Entering Unmasked Estep 
Score: -27852786.000000 Penalty: 6119.906250
	Iteration 16Q: 3 clusters Score -2.785279e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 209203 members 
Entering Unmasked Estep 
Score: -27854654.000000 Penalty: 6119.906250
	Iteration 17Q: 3 clusters Score -2.785465e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 211614 members 
Entering Unmasked Estep 
Score: -27855880.000000 Penalty: 6119.906250
	Iteration 18Q: 3 clusters Score -2.785588e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 213632 members 
Entering Unmasked Estep 
Score: -27856750.000000 Penalty: 6119.906250
	Iteration 19Q: 3 clusters Score -2.785675e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 215348 members 
Entering Unmasked Estep 
Score: -27857682.000000 Penalty: 6119.906250
	Iteration 20F: 3 clusters Score -2.785768e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 216844 members 
Entering Unmasked Estep 
Score: -27858364.000000 Penalty: 6119.906250
	Iteration 21Q: 3 clusters Score -2.785836e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 218100 members 
Entering Unmasked Estep 
Score: -27858880.000000 Penalty: 6119.906250
	Iteration 22Q: 3 clusters Score -2.785888e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 219210 members 
Entering Unmasked Estep 
Score: -27859314.000000 Penalty: 6119.906250
	Iteration 23Q: 3 clusters Score -2.785931e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 220152 members 
Entering Unmasked Estep 
Score: -27859652.000000 Penalty: 6119.906250
	Iteration 24Q: 3 clusters Score -2.785965e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 220941 members 
Entering Unmasked Estep 
Score: -27859952.000000 Penalty: 6119.906250
	Iteration 25Q: 3 clusters Score -2.785995e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 221612 members 
Entering Unmasked Estep 
Score: -27860274.000000 Penalty: 6119.906250
	Iteration 26Q: 3 clusters Score -2.786027e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 222188 members 
Entering Unmasked Estep 
Score: -27860544.000000 Penalty: 6119.906250
	Iteration 27Q: 3 clusters Score -2.786054e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 222687 members 
Entering Unmasked Estep 
Score: -27860656.000000 Penalty: 6119.906250
	Iteration 28Q: 3 clusters Score -2.786066e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 223116 members 
Entering Unmasked Estep 
Score: -27860744.000000 Penalty: 6119.906250
	Iteration 29Q: 3 clusters Score -2.786074e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 223479 members 
Entering Unmasked Estep 
Score: -27860900.000000 Penalty: 6119.906250
	Iteration 30Q: 3 clusters Score -2.78609e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 223825 members 
Entering Unmasked Estep 
Score: -27861048.000000 Penalty: 6119.906250
	Iteration 31Q: 3 clusters Score -2.786105e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 224141 members 
Entering Unmasked Estep 
Score: -27861148.000000 Penalty: 6119.906250
	Iteration 32Q: 3 clusters Score -2.786115e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 224405 members 
Entering Unmasked Estep 
Score: -27861266.000000 Penalty: 6119.906250
	Iteration 33Q: 3 clusters Score -2.786127e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 224630 members 
Entering Unmasked Estep 
Score: -27861358.000000 Penalty: 6119.906250
	Iteration 34Q: 3 clusters Score -2.786136e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 224816 members 
Entering Unmasked Estep 
Score: -27861434.000000 Penalty: 6119.906250
	Iteration 35Q: 3 clusters Score -2.786143e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 224958 members 
Entering Unmasked Estep 
Score: -27861490.000000 Penalty: 6119.906250
	Iteration 36Q: 3 clusters Score -2.786149e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 225092 members 
Entering Unmasked Estep 
Score: -27861550.000000 Penalty: 6119.906250
	Iteration 37Q: 3 clusters Score -2.786155e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 225203 members 
Entering Unmasked Estep 
Score: -27861592.000000 Penalty: 6119.906250
	Iteration 38Q: 3 clusters Score -2.786159e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 225290 members 
Entering Unmasked Estep 
Score: -27861630.000000 Penalty: 6119.906250
	Iteration 39Q: 3 clusters Score -2.786163e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 225345 members 
Entering Unmasked Estep 
Score: -27861610.000000 Penalty: 6119.906250
	Iteration 40F: 3 clusters Score -2.786161e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 225409 members 
Entering Unmasked Estep 
Score: -27861580.000000 Penalty: 6119.906250
	Iteration 41Q: 3 clusters Score -2.786158e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 225460 members 
Entering Unmasked Estep 
Score: -27861606.000000 Penalty: 6119.906250
	Iteration 42Q: 3 clusters Score -2.786161e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 225511 members 
Entering Unmasked Estep 
Score: -27861630.000000 Penalty: 6119.906250
	Iteration 43Q: 3 clusters Score -2.786163e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 225565 members 
Entering Unmasked Estep 
Score: -27861624.000000 Penalty: 6119.906250
	Iteration 44Q: 3 clusters Score -2.786162e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 225605 members 
Entering Unmasked Estep 
Score: -27861652.000000 Penalty: 6119.906250
	Iteration 45Q: 3 clusters Score -2.786165e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 225647 members 
Entering Unmasked Estep 
Score: -27861702.000000 Penalty: 6119.906250
	Iteration 46Q: 3 clusters Score -2.78617e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 225696 members 
Entering Unmasked Estep 
Score: -27861738.000000 Penalty: 6119.906250
	Iteration 47Q: 3 clusters Score -2.786174e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 225755 members 
Entering Unmasked Estep 
Score: -27861802.000000 Penalty: 6119.906250
	Iteration 48Q: 3 clusters Score -2.78618e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 225793 members 
Entering Unmasked Estep 
Score: -27861840.000000 Penalty: 6119.906250
	Iteration 49Q: 3 clusters Score -2.786184e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 225835 members 
Entering Unmasked Estep 
Score: -27861826.000000 Penalty: 6119.906250
	Iteration 50Q: 3 clusters Score -2.786183e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 225874 members 
Entering Unmasked Estep 
Score: -27861832.000000 Penalty: 6119.906250
	Iteration 51Q: 3 clusters Score -2.786183e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 225906 members 
Entering Unmasked Estep 
Score: -27861852.000000 Penalty: 6119.906250
	Iteration 52Q: 3 clusters Score -2.786185e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 225921 members 
Entering Unmasked Estep 
Score: -27861850.000000 Penalty: 6119.906250
	Iteration 53Q: 3 clusters Score -2.786185e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 225943 members 
Entering Unmasked Estep 
Score: -27861866.000000 Penalty: 6119.906250
	Iteration 54Q: 3 clusters Score -2.786187e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 225963 members 
Entering Unmasked Estep 
Score: -27861856.000000 Penalty: 6119.906250
	Iteration 55Q: 3 clusters Score -2.786186e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 225986 members 
Entering Unmasked Estep 
Score: -27861872.000000 Penalty: 6119.906250
	Iteration 56Q: 3 clusters Score -2.786187e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 226011 members 
Entering Unmasked Estep 
Score: -27861864.000000 Penalty: 6119.906250
	Iteration 57Q: 3 clusters Score -2.786186e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 226031 members 
Entering Unmasked Estep 
Score: -27861864.000000 Penalty: 6119.906250
	Iteration 58Q: 3 clusters Score -2.786186e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 226053 members 
Entering Unmasked Estep 
Score: -27861888.000000 Penalty: 6119.906250
	Iteration 59Q: 3 clusters Score -2.786189e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 226077 members 
Entering Unmasked Estep 
Score: -27861888.000000 Penalty: 6119.906250
	Iteration 60F: 3 clusters Score -2.786189e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 226102 members 
Entering Unmasked Estep 
Score: -27861874.000000 Penalty: 6119.906250
	Iteration 61Q: 3 clusters Score -2.786187e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 226116 members 
Entering Unmasked Estep 
Score: -27861858.000000 Penalty: 6119.906250
	Iteration 62Q: 3 clusters Score -2.786186e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 226128 members 
Entering Unmasked Estep 
Score: -27861860.000000 Penalty: 6119.906250
	Iteration 63Q: 3 clusters Score -2.786186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 226133 members 
Entering Unmasked Estep 
Score: -27861872.000000 Penalty: 6119.906250
	Iteration 64Q: 3 clusters Score -2.786187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 226139 members 
Entering Unmasked Estep 
Score: -27861866.000000 Penalty: 6119.906250
	Iteration 65Q: 3 clusters Score -2.786187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 226145 members 
Entering Unmasked Estep 
Score: -27861868.000000 Penalty: 6119.906250
	Iteration 66Q: 3 clusters Score -2.786187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 226149 members 
Entering Unmasked Estep 
Score: -27861876.000000 Penalty: 6119.906250
	Iteration 67Q: 3 clusters Score -2.786188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 226152 members 
Entering Unmasked Estep 
Score: -27861886.000000 Penalty: 6119.906250
	Iteration 68Q: 3 clusters Score -2.786189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 226155 members 
Entering Unmasked Estep 
Score: -27861892.000000 Penalty: 6119.906250
	Iteration 69Q: 3 clusters Score -2.786189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 226160 members 
Entering Unmasked Estep 
Score: -27861898.000000 Penalty: 6119.906250
	Iteration 70Q: 3 clusters Score -2.78619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 226163 members 
Entering Unmasked Estep 
Score: -27861888.000000 Penalty: 6119.906250
	Iteration 71Q: 3 clusters Score -2.786189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 226165 members 
Entering Unmasked Estep 
Score: -27861912.000000 Penalty: 6119.906250
	Iteration 72Q: 3 clusters Score -2.786191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 226167 members 
Entering Unmasked Estep 
Score: -27861914.000000 Penalty: 6119.906250
	Iteration 73Q: 3 clusters Score -2.786191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 226169 members 
Entering Unmasked Estep 
Score: -27861910.000000 Penalty: 6119.906250
	Iteration 74Q: 3 clusters Score -2.786191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 226171 members 
Entering Unmasked Estep 
Score: -27861904.000000 Penalty: 6119.906250
	Iteration 75Q: 3 clusters Score -2.78619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 226174 members 
Entering Unmasked Estep 
Score: -27861908.000000 Penalty: 6119.906250
	Iteration 76Q: 3 clusters Score -2.786191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 226177 members 
Entering Unmasked Estep 
Score: -27861906.000000 Penalty: 6119.906250
	Iteration 77Q: 3 clusters Score -2.786191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 226180 members 
Entering Unmasked Estep 
Score: -27861924.000000 Penalty: 6119.906250
	Iteration 78Q: 3 clusters Score -2.786192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 226181 members 
Entering Unmasked Estep 
Score: -27861920.000000 Penalty: 6119.906250
	Iteration 79Q: 3 clusters Score -2.786192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 226182 members 
Entering Unmasked Estep 
Score: -27861916.000000 Penalty: 6119.906250
	Iteration 80F: 3 clusters Score -2.786192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 226183 members 
Entering Unmasked Estep 
Score: -27861914.000000 Penalty: 6119.906250
	Iteration 81Q: 3 clusters Score -2.786191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 226184 members 
Entering Unmasked Estep 
Score: -27861900.000000 Penalty: 6119.906250
	Iteration 82Q: 3 clusters Score -2.78619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 226186 members 
Entering Unmasked Estep 
Score: -27861886.000000 Penalty: 6119.906250
	Iteration 83Q: 3 clusters Score -2.786189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 226187 members 
Entering Unmasked Estep 
Score: -27861900.000000 Penalty: 6119.906250
	Iteration 84Q: 3 clusters Score -2.78619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 226186 members 
Entering Unmasked Estep 
Score: -27861908.000000 Penalty: 6119.906250
	Iteration 85Q: 3 clusters Score -2.786191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 226186 members 
Entering Unmasked Estep 
Score: -27861908.000000 Penalty: 6119.906250
	Iteration 86F: 3 clusters Score -2.786191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (55275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Entering Unmasked Estep 
Score: -6615901.500000 Penalty: 2708.178955
	Iteration 0F: 2 clusters Score -6615902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -6578677.500000 Penalty: 5416.357910
	Iteration 0F: 3 clusters Score -6578678 nChanged 25807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -6593415.000000 Penalty: 5416.357910
	Iteration 1F: 3 clusters Score -6593415 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -6594076.000000 Penalty: 5416.357910
	Iteration 2Q: 3 clusters Score -6594076 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -6594815.500000 Penalty: 5416.357910
	Iteration 3Q: 3 clusters Score -6594816 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -6595565.500000 Penalty: 5416.357910
	Iteration 4Q: 3 clusters Score -6595566 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -6596381.500000 Penalty: 5416.357910
	Iteration 5Q: 3 clusters Score -6596382 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -6597253.500000 Penalty: 5416.357910
	Iteration 6Q: 3 clusters Score -6597254 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -6598410.000000 Penalty: 5416.357910
	Iteration 7Q: 3 clusters Score -6598410 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -6599877.500000 Penalty: 5416.357910
	Iteration 8Q: 3 clusters Score -6599878 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -6601819.000000 Penalty: 5416.357910
	Iteration 9F: 3 clusters Score -6601819 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -6604181.000000 Penalty: 5416.357910
	Iteration 10F: 3 clusters Score -6604181 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -6606651.000000 Penalty: 5416.357910
	Iteration 11F: 3 clusters Score -6606651 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -6608962.500000 Penalty: 5416.357910
	Iteration 12F: 3 clusters Score -6608962 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50125 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -6610722.500000 Penalty: 5416.357910
	Iteration 13Q: 3 clusters Score -6610722 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -6612050.500000 Penalty: 5416.357910
	Iteration 14Q: 3 clusters Score -6612050 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -6612975.500000 Penalty: 5416.357910
	Iteration 15Q: 3 clusters Score -6612976 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6613559.000000 Penalty: 5416.357910
	Iteration 16Q: 3 clusters Score -6613559 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6613941.000000 Penalty: 5416.357910
	Iteration 17Q: 3 clusters Score -6613941 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6614211.000000 Penalty: 5416.357910
	Iteration 18Q: 3 clusters Score -6614211 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54349 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -6614472.500000 Penalty: 5416.357910
	Iteration 19Q: 3 clusters Score -6614472 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6614671.500000 Penalty: 5416.357910
	Iteration 20F: 3 clusters Score -6614672 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54520 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6614807.000000 Penalty: 5416.357910
	Iteration 21Q: 3 clusters Score -6614807 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54563 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6614940.000000 Penalty: 5416.357910
	Iteration 22Q: 3 clusters Score -6614940 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6615087.000000 Penalty: 5416.357910
	Iteration 23Q: 3 clusters Score -6615087 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54628 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6615193.000000 Penalty: 5416.357910
	Iteration 24Q: 3 clusters Score -6615193 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6615253.500000 Penalty: 5416.357910
	Iteration 25Q: 3 clusters Score -6615254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54637 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6615271.000000 Penalty: 5416.357910
	Iteration 26Q: 3 clusters Score -6615271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6615280.000000 Penalty: 5416.357910
	Iteration 27Q: 3 clusters Score -6615280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6615277.000000 Penalty: 5416.357910
	Iteration 28Q: 3 clusters Score -6615277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6615284.500000 Penalty: 5416.357910
	Iteration 29Q: 3 clusters Score -6615284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6615283.000000 Penalty: 5416.357910
	Iteration 30Q: 3 clusters Score -6615283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6615283.000000 Penalty: 5416.357910
	Iteration 31F: 3 clusters Score -6615283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Entering Unmasked Estep 
Score: -2294229.750000 Penalty: 2449.544434
	Iteration 0F: 2 clusters Score -2294230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2280469.250000 Penalty: 4899.088867
	Iteration 0F: 3 clusters Score -2280469 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2285155.750000 Penalty: 4899.088867
	Iteration 1F: 3 clusters Score -2285156 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2285740.000000 Penalty: 4899.088867
	Iteration 2F: 3 clusters Score -2285740 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2286269.250000 Penalty: 4899.088867
	Iteration 3F: 3 clusters Score -2286269 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2286757.500000 Penalty: 4899.088867
	Iteration 4F: 3 clusters Score -2286758 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2287243.250000 Penalty: 4899.088867
	Iteration 5Q: 3 clusters Score -2287243 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2287689.750000 Penalty: 4899.088867
	Iteration 6Q: 3 clusters Score -2287690 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2288156.250000 Penalty: 4899.088867
	Iteration 7Q: 3 clusters Score -2288156 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2288669.250000 Penalty: 4899.088867
	Iteration 8Q: 3 clusters Score -2288669 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2289204.500000 Penalty: 4899.088867
	Iteration 9Q: 3 clusters Score -2289204 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2289799.750000 Penalty: 4899.088867
	Iteration 10Q: 3 clusters Score -2289800 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2290336.500000 Penalty: 4899.088867
	Iteration 11Q: 3 clusters Score -2290336 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2290676.500000 Penalty: 4899.088867
	Iteration 12Q: 3 clusters Score -2290676 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2290880.500000 Penalty: 4899.088867
	Iteration 13Q: 3 clusters Score -2290880 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2291002.250000 Penalty: 4899.088867
	Iteration 14Q: 3 clusters Score -2291002 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2291066.000000 Penalty: 4899.088867
	Iteration 15Q: 3 clusters Score -2291066 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2291115.750000 Penalty: 4899.088867
	Iteration 16Q: 3 clusters Score -2291116 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2291169.250000 Penalty: 4899.088867
	Iteration 17Q: 3 clusters Score -2291169 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2291214.500000 Penalty: 4899.088867
	Iteration 18Q: 3 clusters Score -2291214 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2291252.250000 Penalty: 4899.088867
	Iteration 19Q: 3 clusters Score -2291252 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2291300.500000 Penalty: 4899.088867
	Iteration 20F: 3 clusters Score -2291300 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2291340.500000 Penalty: 4899.088867
	Iteration 21Q: 3 clusters Score -2291340 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2291382.000000 Penalty: 4899.088867
	Iteration 22Q: 3 clusters Score -2291382 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2291401.250000 Penalty: 4899.088867
	Iteration 23Q: 3 clusters Score -2291401 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2291431.750000 Penalty: 4899.088867
	Iteration 24Q: 3 clusters Score -2291432 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2291445.250000 Penalty: 4899.088867
	Iteration 25Q: 3 clusters Score -2291445 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2291468.000000 Penalty: 4899.088867
	Iteration 26Q: 3 clusters Score -2291468 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2291480.000000 Penalty: 4899.088867
	Iteration 27Q: 3 clusters Score -2291480 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2291497.500000 Penalty: 4899.088867
	Iteration 28Q: 3 clusters Score -2291498 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2291515.250000 Penalty: 4899.088867
	Iteration 29Q: 3 clusters Score -2291515 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2291538.250000 Penalty: 4899.088867
	Iteration 30Q: 3 clusters Score -2291538 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2291555.250000 Penalty: 4899.088867
	Iteration 31Q: 3 clusters Score -2291555 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2291580.250000 Penalty: 4899.088867
	Iteration 32Q: 3 clusters Score -2291580 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2291598.000000 Penalty: 4899.088867
	Iteration 33Q: 3 clusters Score -2291598 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2291616.500000 Penalty: 4899.088867
	Iteration 34Q: 3 clusters Score -2291616 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2291622.500000 Penalty: 4899.088867
	Iteration 35Q: 3 clusters Score -2291622 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2291645.000000 Penalty: 4899.088867
	Iteration 36Q: 3 clusters Score -2291645 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2291662.000000 Penalty: 4899.088867
	Iteration 37Q: 3 clusters Score -2291662 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2291663.750000 Penalty: 4899.088867
	Iteration 38Q: 3 clusters Score -2291664 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2291676.750000 Penalty: 4899.088867
	Iteration 39Q: 3 clusters Score -2291677 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2291698.000000 Penalty: 4899.088867
	Iteration 40F: 3 clusters Score -2291698 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2291715.500000 Penalty: 4899.088867
	Iteration 41Q: 3 clusters Score -2291716 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2291721.750000 Penalty: 4899.088867
	Iteration 42Q: 3 clusters Score -2291722 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2291732.500000 Penalty: 4899.088867
	Iteration 43Q: 3 clusters Score -2291732 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2291737.500000 Penalty: 4899.088867
	Iteration 44Q: 3 clusters Score -2291738 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2291755.250000 Penalty: 4899.088867
	Iteration 45Q: 3 clusters Score -2291755 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2291755.250000 Penalty: 4899.088867
	Iteration 46Q: 3 clusters Score -2291755 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2291750.750000 Penalty: 4899.088867
	Iteration 47Q: 3 clusters Score -2291751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2291761.250000 Penalty: 4899.088867
	Iteration 48Q: 3 clusters Score -2291761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2291759.000000 Penalty: 4899.088867
	Iteration 49Q: 3 clusters Score -2291759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2291758.250000 Penalty: 4899.088867
	Iteration 50Q: 3 clusters Score -2291758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2291769.250000 Penalty: 4899.088867
	Iteration 51Q: 3 clusters Score -2291769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2291774.500000 Penalty: 4899.088867
	Iteration 52Q: 3 clusters Score -2291774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2291769.250000 Penalty: 4899.088867
	Iteration 53Q: 3 clusters Score -2291769 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2291774.750000 Penalty: 4899.088867
	Iteration 54Q: 3 clusters Score -2291775 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2291777.750000 Penalty: 4899.088867
	Iteration 55Q: 3 clusters Score -2291778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2291781.250000 Penalty: 4899.088867
	Iteration 56Q: 3 clusters Score -2291781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2291783.250000 Penalty: 4899.088867
	Iteration 57Q: 3 clusters Score -2291783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2291785.000000 Penalty: 4899.088867
	Iteration 58Q: 3 clusters Score -2291785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2291791.250000 Penalty: 4899.088867
	Iteration 59Q: 3 clusters Score -2291791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2291791.750000 Penalty: 4899.088867
	Iteration 60F: 3 clusters Score -2291792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2291791.750000 Penalty: 4899.088867
	Iteration 61Q: 3 clusters Score -2291792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2291794.500000 Penalty: 4899.088867
	Iteration 62Q: 3 clusters Score -2291794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2291794.500000 Penalty: 4899.088867
	Iteration 63Q: 3 clusters Score -2291794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2291788.500000 Penalty: 4899.088867
	Iteration 64Q: 3 clusters Score -2291788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2291788.500000 Penalty: 4899.088867
	Iteration 65F: 3 clusters Score -2291788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (153637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153637 members 
Entering Unmasked Estep 
Score: -18639282.000000 Penalty: 2961.702148
	Iteration 0F: 2 clusters Score -1.863928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76866 members 
Mstep: Class 2 contains 76771 members 
Entering Unmasked Estep 
Score: -18536076.000000 Penalty: 5923.404297
	Iteration 0F: 3 clusters Score -1.853608e+07 nChanged 73717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78725 members 
Mstep: Class 2 contains 74912 members 
Entering Unmasked Estep 
Score: -18578936.000000 Penalty: 5923.404297
	Iteration 1F: 3 clusters Score -1.857894e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80083 members 
Mstep: Class 2 contains 73554 members 
Entering Unmasked Estep 
Score: -18580082.000000 Penalty: 5923.404297
	Iteration 2Q: 3 clusters Score -1.858008e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82354 members 
Mstep: Class 2 contains 71283 members 
Entering Unmasked Estep 
Score: -18581772.000000 Penalty: 5923.404297
	Iteration 3Q: 3 clusters Score -1.858177e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85716 members 
Mstep: Class 2 contains 67921 members 
Entering Unmasked Estep 
Score: -18584504.000000 Penalty: 5923.404297
	Iteration 4Q: 3 clusters Score -1.85845e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90478 members 
Mstep: Class 2 contains 63159 members 
Entering Unmasked Estep 
Score: -18588202.000000 Penalty: 5923.404297
	Iteration 5F: 3 clusters Score -1.85882e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96568 members 
Mstep: Class 2 contains 57069 members 
Entering Unmasked Estep 
Score: -18593092.000000 Penalty: 5923.404297
	Iteration 6F: 3 clusters Score -1.859309e+07 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103814 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -18598702.000000 Penalty: 5923.404297
	Iteration 7F: 3 clusters Score -1.85987e+07 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111758 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -18604778.000000 Penalty: 5923.404297
	Iteration 8F: 3 clusters Score -1.860478e+07 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119843 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -18610698.000000 Penalty: 5923.404297
	Iteration 9F: 3 clusters Score -1.86107e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127594 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -18616748.000000 Penalty: 5923.404297
	Iteration 10F: 3 clusters Score -1.861675e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134749 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -18622408.000000 Penalty: 5923.404297
	Iteration 11Q: 3 clusters Score -1.862241e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140606 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -18627348.000000 Penalty: 5923.404297
	Iteration 12Q: 3 clusters Score -1.862735e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144873 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -18631004.000000 Penalty: 5923.404297
	Iteration 13Q: 3 clusters Score -1.8631e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147590 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -18633446.000000 Penalty: 5923.404297
	Iteration 14Q: 3 clusters Score -1.863345e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149215 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -18634884.000000 Penalty: 5923.404297
	Iteration 15Q: 3 clusters Score -1.863488e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150214 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -18635704.000000 Penalty: 5923.404297
	Iteration 16Q: 3 clusters Score -1.86357e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150812 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -18636250.000000 Penalty: 5923.404297
	Iteration 17Q: 3 clusters Score -1.863625e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151194 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -18636512.000000 Penalty: 5923.404297
	Iteration 18Q: 3 clusters Score -1.863651e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151453 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -18636694.000000 Penalty: 5923.404297
	Iteration 19Q: 3 clusters Score -1.863669e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151621 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -18636782.000000 Penalty: 5923.404297
	Iteration 20F: 3 clusters Score -1.863678e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151772 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -18636812.000000 Penalty: 5923.404297
	Iteration 21Q: 3 clusters Score -1.863681e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151879 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -18636906.000000 Penalty: 5923.404297
	Iteration 22Q: 3 clusters Score -1.863691e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151960 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -18636952.000000 Penalty: 5923.404297
	Iteration 23Q: 3 clusters Score -1.863695e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152025 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -18637000.000000 Penalty: 5923.404297
	Iteration 24Q: 3 clusters Score -1.8637e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152073 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -18637028.000000 Penalty: 5923.404297
	Iteration 25Q: 3 clusters Score -1.863703e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152112 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -18637042.000000 Penalty: 5923.404297
	Iteration 26Q: 3 clusters Score -1.863704e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152144 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -18637032.000000 Penalty: 5923.404297
	Iteration 27Q: 3 clusters Score -1.863703e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152175 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -18637062.000000 Penalty: 5923.404297
	Iteration 28Q: 3 clusters Score -1.863706e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152211 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -18637098.000000 Penalty: 5923.404297
	Iteration 29Q: 3 clusters Score -1.86371e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152242 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -18637116.000000 Penalty: 5923.404297
	Iteration 30Q: 3 clusters Score -1.863712e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152260 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -18637132.000000 Penalty: 5923.404297
	Iteration 31Q: 3 clusters Score -1.863713e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152279 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -18637130.000000 Penalty: 5923.404297
	Iteration 32Q: 3 clusters Score -1.863713e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152300 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -18637134.000000 Penalty: 5923.404297
	Iteration 33Q: 3 clusters Score -1.863713e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152327 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -18637146.000000 Penalty: 5923.404297
	Iteration 34Q: 3 clusters Score -1.863715e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152344 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -18637140.000000 Penalty: 5923.404297
	Iteration 35Q: 3 clusters Score -1.863714e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152355 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -18637152.000000 Penalty: 5923.404297
	Iteration 36Q: 3 clusters Score -1.863715e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152368 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -18637164.000000 Penalty: 5923.404297
	Iteration 37Q: 3 clusters Score -1.863716e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152381 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -18637166.000000 Penalty: 5923.404297
	Iteration 38Q: 3 clusters Score -1.863717e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152385 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -18637146.000000 Penalty: 5923.404297
	Iteration 39Q: 3 clusters Score -1.863715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152385 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -18637144.000000 Penalty: 5923.404297
	Iteration 40F: 3 clusters Score -1.863714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152387 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -18637142.000000 Penalty: 5923.404297
	Iteration 41Q: 3 clusters Score -1.863714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152388 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -18637146.000000 Penalty: 5923.404297
	Iteration 42Q: 3 clusters Score -1.863715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152389 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -18637154.000000 Penalty: 5923.404297
	Iteration 43Q: 3 clusters Score -1.863715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152389 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -18637164.000000 Penalty: 5923.404297
	Iteration 44Q: 3 clusters Score -1.863716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152387 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -18637156.000000 Penalty: 5923.404297
	Iteration 45Q: 3 clusters Score -1.863716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152385 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -18637170.000000 Penalty: 5923.404297
	Iteration 46Q: 3 clusters Score -1.863717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152390 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -18637166.000000 Penalty: 5923.404297
	Iteration 47Q: 3 clusters Score -1.863717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152391 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -18637162.000000 Penalty: 5923.404297
	Iteration 48Q: 3 clusters Score -1.863716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152391 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -18637170.000000 Penalty: 5923.404297
	Iteration 49Q: 3 clusters Score -1.863717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152394 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -18637184.000000 Penalty: 5923.404297
	Iteration 50Q: 3 clusters Score -1.863718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152394 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -18637174.000000 Penalty: 5923.404297
	Iteration 51Q: 3 clusters Score -1.863717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152399 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -18637172.000000 Penalty: 5923.404297
	Iteration 52Q: 3 clusters Score -1.863717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152401 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -18637172.000000 Penalty: 5923.404297
	Iteration 53Q: 3 clusters Score -1.863717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152402 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -18637166.000000 Penalty: 5923.404297
	Iteration 54Q: 3 clusters Score -1.863717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152402 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -18637166.000000 Penalty: 5923.404297
	Iteration 55F: 3 clusters Score -1.863717e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -85401.632812 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -85401.63 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 356 members 
Entering Unmasked Estep 
Score: -83738.789062 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -83738.79 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -83962.382812 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -83962.38 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -84043.710938 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -84043.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -84097.585938 Penalty: 3283.556396
	Iteration 3Q: 3 clusters Score -84097.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -84124.992188 Penalty: 3283.556396
	Iteration 4Q: 3 clusters Score -84124.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -84140.320312 Penalty: 3283.556396
	Iteration 5Q: 3 clusters Score -84140.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -84170.781250 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -84170.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -84220.179688 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -84220.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -84260.656250 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -84260.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -84290.617188 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -84290.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -84315.562500 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -84315.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -84325.898438 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -84325.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -84338.796875 Penalty: 3283.556396
	Iteration 12Q: 3 clusters Score -84338.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -84343.390625 Penalty: 3283.556396
	Iteration 13Q: 3 clusters Score -84343.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -84344.289062 Penalty: 3283.556396
	Iteration 14Q: 3 clusters Score -84344.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -84344.890625 Penalty: 3283.556396
	Iteration 15Q: 3 clusters Score -84344.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -84344.890625 Penalty: 3283.556396
	Iteration 16F: 3 clusters Score -84344.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Entering Unmasked Estep 
Score: -906862.812500 Penalty: 2219.764404
	Iteration 0F: 2 clusters Score -906862.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -900682.312500 Penalty: 4439.528809
	Iteration 0F: 3 clusters Score -900682.3 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -902373.500000 Penalty: 4439.528809
	Iteration 1F: 3 clusters Score -902373.5 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -902696.062500 Penalty: 4439.528809
	Iteration 2F: 3 clusters Score -902696.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -902948.250000 Penalty: 4439.528809
	Iteration 3F: 3 clusters Score -902948.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -903139.062500 Penalty: 4439.528809
	Iteration 4Q: 3 clusters Score -903139.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -903298.250000 Penalty: 4439.528809
	Iteration 5Q: 3 clusters Score -903298.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -903447.437500 Penalty: 4439.528809
	Iteration 6Q: 3 clusters Score -903447.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -903586.687500 Penalty: 4439.528809
	Iteration 7Q: 3 clusters Score -903586.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -903744.875000 Penalty: 4439.528809
	Iteration 8Q: 3 clusters Score -903744.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -903921.812500 Penalty: 4439.528809
	Iteration 9Q: 3 clusters Score -903921.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -904077.000000 Penalty: 4439.528809
	Iteration 10Q: 3 clusters Score -904077 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -904245.875000 Penalty: 4439.528809
	Iteration 11Q: 3 clusters Score -904245.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -904375.812500 Penalty: 4439.528809
	Iteration 12Q: 3 clusters Score -904375.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -904494.937500 Penalty: 4439.528809
	Iteration 13Q: 3 clusters Score -904494.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -904611.437500 Penalty: 4439.528809
	Iteration 14Q: 3 clusters Score -904611.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -904721.187500 Penalty: 4439.528809
	Iteration 15Q: 3 clusters Score -904721.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -904793.937500 Penalty: 4439.528809
	Iteration 16Q: 3 clusters Score -904793.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -904848.437500 Penalty: 4439.528809
	Iteration 17Q: 3 clusters Score -904848.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -904912.312500 Penalty: 4439.528809
	Iteration 18Q: 3 clusters Score -904912.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -904971.812500 Penalty: 4439.528809
	Iteration 19Q: 3 clusters Score -904971.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -905013.687500 Penalty: 4439.528809
	Iteration 20F: 3 clusters Score -905013.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -905033.562500 Penalty: 4439.528809
	Iteration 21Q: 3 clusters Score -905033.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -905048.250000 Penalty: 4439.528809
	Iteration 22Q: 3 clusters Score -905048.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -905061.937500 Penalty: 4439.528809
	Iteration 23Q: 3 clusters Score -905061.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -905069.625000 Penalty: 4439.528809
	Iteration 24Q: 3 clusters Score -905069.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -905074.500000 Penalty: 4439.528809
	Iteration 25Q: 3 clusters Score -905074.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -905078.562500 Penalty: 4439.528809
	Iteration 26Q: 3 clusters Score -905078.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -905078.750000 Penalty: 4439.528809
	Iteration 27Q: 3 clusters Score -905078.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -905078.750000 Penalty: 4439.528809
	Iteration 28F: 3 clusters Score -905078.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -85739.929688 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -85739.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -83998.617188 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -83998.62 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -84236.093750 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -84236.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -84335.445312 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -84335.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -84368.390625 Penalty: 3284.877197
	Iteration 3Q: 3 clusters Score -84368.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -84394.843750 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -84394.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -84411.593750 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -84411.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -84416.539062 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -84416.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -84420.117188 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -84420.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -84420.804688 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -84420.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -84421.937500 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -84421.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -84421.937500 Penalty: 3284.877197
	Iteration 10F: 3 clusters Score -84421.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Entering Unmasked Estep 
Score: -83066.875000 Penalty: 1637.441772
	Iteration 0F: 2 clusters Score -83066.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -81336.796875 Penalty: 3274.883545
	Iteration 0F: 3 clusters Score -81336.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -81547.320312 Penalty: 3274.883545
	Iteration 1F: 3 clusters Score -81547.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -81612.945312 Penalty: 3274.883545
	Iteration 2Q: 3 clusters Score -81612.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -81640.976562 Penalty: 3274.883545
	Iteration 3Q: 3 clusters Score -81640.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -81649.898438 Penalty: 3274.883545
	Iteration 4Q: 3 clusters Score -81649.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -81657.382812 Penalty: 3274.883545
	Iteration 5Q: 3 clusters Score -81657.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -81662.851562 Penalty: 3274.883545
	Iteration 6Q: 3 clusters Score -81662.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -81666.968750 Penalty: 3274.883545
	Iteration 7Q: 3 clusters Score -81666.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -81673.593750 Penalty: 3274.883545
	Iteration 8Q: 3 clusters Score -81673.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81679.789062 Penalty: 3274.883545
	Iteration 9Q: 3 clusters Score -81679.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -81681.000000 Penalty: 3274.883545
	Iteration 10Q: 3 clusters Score -81681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81681.734375 Penalty: 3274.883545
	Iteration 11Q: 3 clusters Score -81681.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81681.734375 Penalty: 3274.883545
	Iteration 12F: 3 clusters Score -81681.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (28416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Entering Unmasked Estep 
Score: -3524810.750000 Penalty: 2543.167480
	Iteration 0F: 2 clusters Score -3524811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -3505228.250000 Penalty: 5086.334961
	Iteration 0F: 3 clusters Score -3505228 nChanged 12816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -3512196.000000 Penalty: 5086.334961
	Iteration 1F: 3 clusters Score -3512196 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -3512635.500000 Penalty: 5086.334961
	Iteration 2Q: 3 clusters Score -3512636 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3513071.750000 Penalty: 5086.334961
	Iteration 3Q: 3 clusters Score -3513072 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -3513520.250000 Penalty: 5086.334961
	Iteration 4Q: 3 clusters Score -3513520 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -3514137.250000 Penalty: 5086.334961
	Iteration 5Q: 3 clusters Score -3514137 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -3514935.250000 Penalty: 5086.334961
	Iteration 6F: 3 clusters Score -3514935 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -3516135.500000 Penalty: 5086.334961
	Iteration 7F: 3 clusters Score -3516136 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3517700.750000 Penalty: 5086.334961
	Iteration 8F: 3 clusters Score -3517701 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3519460.750000 Penalty: 5086.334961
	Iteration 9F: 3 clusters Score -3519461 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -3520794.000000 Penalty: 5086.334961
	Iteration 10F: 3 clusters Score -3520794 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -3521597.500000 Penalty: 5086.334961
	Iteration 11Q: 3 clusters Score -3521598 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -3522000.250000 Penalty: 5086.334961
	Iteration 12Q: 3 clusters Score -3522000 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -3522224.500000 Penalty: 5086.334961
	Iteration 13Q: 3 clusters Score -3522224 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -3522375.250000 Penalty: 5086.334961
	Iteration 14Q: 3 clusters Score -3522375 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -3522459.250000 Penalty: 5086.334961
	Iteration 15Q: 3 clusters Score -3522459 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -3522522.250000 Penalty: 5086.334961
	Iteration 16Q: 3 clusters Score -3522522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -3522566.750000 Penalty: 5086.334961
	Iteration 17Q: 3 clusters Score -3522567 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -3522589.500000 Penalty: 5086.334961
	Iteration 18Q: 3 clusters Score -3522590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -3522610.500000 Penalty: 5086.334961
	Iteration 19Q: 3 clusters Score -3522610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -3522620.000000 Penalty: 5086.334961
	Iteration 20F: 3 clusters Score -3522620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -3522632.500000 Penalty: 5086.334961
	Iteration 21Q: 3 clusters Score -3522632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -3522638.250000 Penalty: 5086.334961
	Iteration 22Q: 3 clusters Score -3522638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -3522643.250000 Penalty: 5086.334961
	Iteration 23Q: 3 clusters Score -3522643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -3522652.250000 Penalty: 5086.334961
	Iteration 24Q: 3 clusters Score -3522652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -3522655.750000 Penalty: 5086.334961
	Iteration 25Q: 3 clusters Score -3522656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -3522661.000000 Penalty: 5086.334961
	Iteration 26Q: 3 clusters Score -3522661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -3522663.500000 Penalty: 5086.334961
	Iteration 27Q: 3 clusters Score -3522664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -3522663.250000 Penalty: 5086.334961
	Iteration 28Q: 3 clusters Score -3522663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -3522661.500000 Penalty: 5086.334961
	Iteration 29Q: 3 clusters Score -3522662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -3522666.000000 Penalty: 5086.334961
	Iteration 30Q: 3 clusters Score -3522666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -3522669.000000 Penalty: 5086.334961
	Iteration 31Q: 3 clusters Score -3522669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -3522669.750000 Penalty: 5086.334961
	Iteration 32Q: 3 clusters Score -3522670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -3522671.000000 Penalty: 5086.334961
	Iteration 33Q: 3 clusters Score -3522671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -3522672.250000 Penalty: 5086.334961
	Iteration 34Q: 3 clusters Score -3522672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -3522672.250000 Penalty: 5086.334961
	Iteration 35F: 3 clusters Score -3522672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 111288 members 
Mstep: Class 2 contains 67631 members 
Mstep: Class 3 contains 17102 members 
Mstep: Class 4 contains 30806 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 8733 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 18908 members 
Mstep: Class 10 contains 37381 members 
Mstep: Class 11 contains 7537 members 
Mstep: Class 12 contains 191560 members 
Mstep: Class 13 contains 10430 members 
Mstep: Class 14 contains 101579 members 
Mstep: Class 15 contains 26338 members 
Mstep: Class 16 contains 32121 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126359 members 
Mstep: Class 19 contains 20539 members 
Mstep: Class 20 contains 9971 members 
Mstep: Class 21 contains 228324 members 
Mstep: Class 22 contains 55275 members 
Mstep: Class 23 contains 19481 members 
Mstep: Class 24 contains 153637 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 28416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468720.000000 Penalty: 101426.492188
Iteration 199Q: 30 clusters Score -1.584687e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 111109 members 
Mstep: Class 2 contains 67632 members 
Mstep: Class 3 contains 17096 members 
Mstep: Class 4 contains 30800 members 
Mstep: Class 5 contains 12347 members 
Mstep: Class 6 contains 8732 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5777 members 
Mstep: Class 9 contains 18911 members 
Mstep: Class 10 contains 37376 members 
Mstep: Class 11 contains 7534 members 
Mstep: Class 12 contains 191607 members 
Mstep: Class 13 contains 10421 members 
Mstep: Class 14 contains 101590 members 
Mstep: Class 15 contains 26340 members 
Mstep: Class 16 contains 32151 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126363 members 
Mstep: Class 19 contains 20546 members 
Mstep: Class 20 contains 9974 members 
Mstep: Class 21 contains 228338 members 
Mstep: Class 22 contains 55279 members 
Mstep: Class 23 contains 19429 members 
Mstep: Class 24 contains 153624 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7722 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 28556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468736.000000 Penalty: 101426.492188
Iteration 200F: 30 clusters Score -1.584687e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 110940 members 
Mstep: Class 2 contains 67635 members 
Mstep: Class 3 contains 17097 members 
Mstep: Class 4 contains 30793 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 8732 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5778 members 
Mstep: Class 9 contains 18920 members 
Mstep: Class 10 contains 37372 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 191628 members 
Mstep: Class 13 contains 10410 members 
Mstep: Class 14 contains 101591 members 
Mstep: Class 15 contains 26355 members 
Mstep: Class 16 contains 32180 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126364 members 
Mstep: Class 19 contains 20547 members 
Mstep: Class 20 contains 9983 members 
Mstep: Class 21 contains 228338 members 
Mstep: Class 22 contains 55280 members 
Mstep: Class 23 contains 19383 members 
Mstep: Class 24 contains 153613 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7727 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 28710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468944.000000 Penalty: 101426.492188
Iteration 201Q: 30 clusters Score -1.584689e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 110769 members 
Mstep: Class 2 contains 67640 members 
Mstep: Class 3 contains 17091 members 
Mstep: Class 4 contains 30791 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 8734 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5778 members 
Mstep: Class 9 contains 18928 members 
Mstep: Class 10 contains 37373 members 
Mstep: Class 11 contains 7532 members 
Mstep: Class 12 contains 191667 members 
Mstep: Class 13 contains 10399 members 
Mstep: Class 14 contains 101598 members 
Mstep: Class 15 contains 26362 members 
Mstep: Class 16 contains 32200 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126369 members 
Mstep: Class 19 contains 20548 members 
Mstep: Class 20 contains 9986 members 
Mstep: Class 21 contains 228343 members 
Mstep: Class 22 contains 55277 members 
Mstep: Class 23 contains 19339 members 
Mstep: Class 24 contains 153598 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7730 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 28853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468816.000000 Penalty: 101426.492188
Iteration 202Q: 30 clusters Score -1.584688e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 110606 members 
Mstep: Class 2 contains 67651 members 
Mstep: Class 3 contains 17078 members 
Mstep: Class 4 contains 30787 members 
Mstep: Class 5 contains 12350 members 
Mstep: Class 6 contains 8735 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5778 members 
Mstep: Class 9 contains 18927 members 
Mstep: Class 10 contains 37378 members 
Mstep: Class 11 contains 7524 members 
Mstep: Class 12 contains 191693 members 
Mstep: Class 13 contains 10391 members 
Mstep: Class 14 contains 101600 members 
Mstep: Class 15 contains 26368 members 
Mstep: Class 16 contains 32219 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126371 members 
Mstep: Class 19 contains 20548 members 
Mstep: Class 20 contains 9989 members 
Mstep: Class 21 contains 228354 members 
Mstep: Class 22 contains 55281 members 
Mstep: Class 23 contains 19304 members 
Mstep: Class 24 contains 153587 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7736 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 28999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468704.000000 Penalty: 101426.492188
Iteration 203Q: 30 clusters Score -1.584687e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 110442 members 
Mstep: Class 2 contains 67662 members 
Mstep: Class 3 contains 17070 members 
Mstep: Class 4 contains 30787 members 
Mstep: Class 5 contains 12353 members 
Mstep: Class 6 contains 8734 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5778 members 
Mstep: Class 9 contains 18928 members 
Mstep: Class 10 contains 37375 members 
Mstep: Class 11 contains 7518 members 
Mstep: Class 12 contains 191722 members 
Mstep: Class 13 contains 10389 members 
Mstep: Class 14 contains 101608 members 
Mstep: Class 15 contains 26370 members 
Mstep: Class 16 contains 32246 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126367 members 
Mstep: Class 19 contains 20552 members 
Mstep: Class 20 contains 9989 members 
Mstep: Class 21 contains 228351 members 
Mstep: Class 22 contains 55286 members 
Mstep: Class 23 contains 19281 members 
Mstep: Class 24 contains 153575 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7743 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 29128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158469104.000000 Penalty: 101426.492188
Iteration 204Q: 30 clusters Score -1.584691e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 110265 members 
Mstep: Class 2 contains 67681 members 
Mstep: Class 3 contains 17061 members 
Mstep: Class 4 contains 30784 members 
Mstep: Class 5 contains 12358 members 
Mstep: Class 6 contains 8735 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5777 members 
Mstep: Class 9 contains 18930 members 
Mstep: Class 10 contains 37375 members 
Mstep: Class 11 contains 7509 members 
Mstep: Class 12 contains 191780 members 
Mstep: Class 13 contains 10381 members 
Mstep: Class 14 contains 101610 members 
Mstep: Class 15 contains 26378 members 
Mstep: Class 16 contains 32271 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126368 members 
Mstep: Class 19 contains 20560 members 
Mstep: Class 20 contains 9989 members 
Mstep: Class 21 contains 228340 members 
Mstep: Class 22 contains 55284 members 
Mstep: Class 23 contains 19254 members 
Mstep: Class 24 contains 153576 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7750 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 29238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468976.000000 Penalty: 101426.492188
Iteration 205Q: 30 clusters Score -1.58469e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 110087 members 
Mstep: Class 2 contains 67695 members 
Mstep: Class 3 contains 17070 members 
Mstep: Class 4 contains 30787 members 
Mstep: Class 5 contains 12357 members 
Mstep: Class 6 contains 8737 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5777 members 
Mstep: Class 9 contains 18935 members 
Mstep: Class 10 contains 37375 members 
Mstep: Class 11 contains 7506 members 
Mstep: Class 12 contains 191827 members 
Mstep: Class 13 contains 10370 members 
Mstep: Class 14 contains 101608 members 
Mstep: Class 15 contains 26392 members 
Mstep: Class 16 contains 32299 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126372 members 
Mstep: Class 19 contains 20570 members 
Mstep: Class 20 contains 9996 members 
Mstep: Class 21 contains 228339 members 
Mstep: Class 22 contains 55282 members 
Mstep: Class 23 contains 19220 members 
Mstep: Class 24 contains 153560 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7756 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 29337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158469040.000000 Penalty: 101426.492188
Iteration 206Q: 30 clusters Score -1.58469e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109916 members 
Mstep: Class 2 contains 67700 members 
Mstep: Class 3 contains 17091 members 
Mstep: Class 4 contains 30787 members 
Mstep: Class 5 contains 12359 members 
Mstep: Class 6 contains 8741 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5777 members 
Mstep: Class 9 contains 18936 members 
Mstep: Class 10 contains 37378 members 
Mstep: Class 11 contains 7504 members 
Mstep: Class 12 contains 191876 members 
Mstep: Class 13 contains 10364 members 
Mstep: Class 14 contains 101611 members 
Mstep: Class 15 contains 26397 members 
Mstep: Class 16 contains 32323 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126372 members 
Mstep: Class 19 contains 20571 members 
Mstep: Class 20 contains 9996 members 
Mstep: Class 21 contains 228336 members 
Mstep: Class 22 contains 55287 members 
Mstep: Class 23 contains 19179 members 
Mstep: Class 24 contains 153544 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7759 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 29450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158469088.000000 Penalty: 101426.492188
Iteration 207Q: 30 clusters Score -1.584691e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109785 members 
Mstep: Class 2 contains 67699 members 
Mstep: Class 3 contains 17096 members 
Mstep: Class 4 contains 30783 members 
Mstep: Class 5 contains 12361 members 
Mstep: Class 6 contains 8743 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5777 members 
Mstep: Class 9 contains 18938 members 
Mstep: Class 10 contains 37378 members 
Mstep: Class 11 contains 7502 members 
Mstep: Class 12 contains 191902 members 
Mstep: Class 13 contains 10367 members 
Mstep: Class 14 contains 101608 members 
Mstep: Class 15 contains 26401 members 
Mstep: Class 16 contains 32346 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126376 members 
Mstep: Class 19 contains 20576 members 
Mstep: Class 20 contains 9997 members 
Mstep: Class 21 contains 228323 members 
Mstep: Class 22 contains 55292 members 
Mstep: Class 23 contains 19139 members 
Mstep: Class 24 contains 153531 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7758 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 29576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158469360.000000 Penalty: 101426.492188
Iteration 208Q: 30 clusters Score -1.584694e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109657 members 
Mstep: Class 2 contains 67695 members 
Mstep: Class 3 contains 17103 members 
Mstep: Class 4 contains 30779 members 
Mstep: Class 5 contains 12364 members 
Mstep: Class 6 contains 8745 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 18938 members 
Mstep: Class 10 contains 37376 members 
Mstep: Class 11 contains 7499 members 
Mstep: Class 12 contains 191939 members 
Mstep: Class 13 contains 10364 members 
Mstep: Class 14 contains 101606 members 
Mstep: Class 15 contains 26409 members 
Mstep: Class 16 contains 32362 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126375 members 
Mstep: Class 19 contains 20575 members 
Mstep: Class 20 contains 9996 members 
Mstep: Class 21 contains 228336 members 
Mstep: Class 22 contains 55300 members 
Mstep: Class 23 contains 19094 members 
Mstep: Class 24 contains 153521 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7763 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 29682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158469040.000000 Penalty: 101426.492188
Iteration 209Q: 30 clusters Score -1.58469e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109522 members 
Mstep: Class 2 contains 67699 members 
Mstep: Class 3 contains 17103 members 
Mstep: Class 4 contains 30777 members 
Mstep: Class 5 contains 12366 members 
Mstep: Class 6 contains 8745 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 18939 members 
Mstep: Class 10 contains 37373 members 
Mstep: Class 11 contains 7499 members 
Mstep: Class 12 contains 191979 members 
Mstep: Class 13 contains 10342 members 
Mstep: Class 14 contains 101610 members 
Mstep: Class 15 contains 26416 members 
Mstep: Class 16 contains 32383 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126373 members 
Mstep: Class 19 contains 20572 members 
Mstep: Class 20 contains 9997 members 
Mstep: Class 21 contains 228360 members 
Mstep: Class 22 contains 55302 members 
Mstep: Class 23 contains 19058 members 
Mstep: Class 24 contains 153512 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7765 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 29786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158469088.000000 Penalty: 101426.492188
Iteration 210Q: 30 clusters Score -1.584691e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109371 members 
Mstep: Class 2 contains 67700 members 
Mstep: Class 3 contains 17097 members 
Mstep: Class 4 contains 30777 members 
Mstep: Class 5 contains 12369 members 
Mstep: Class 6 contains 8744 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 18940 members 
Mstep: Class 10 contains 37373 members 
Mstep: Class 11 contains 7497 members 
Mstep: Class 12 contains 192039 members 
Mstep: Class 13 contains 10337 members 
Mstep: Class 14 contains 101610 members 
Mstep: Class 15 contains 26415 members 
Mstep: Class 16 contains 32402 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126371 members 
Mstep: Class 19 contains 20572 members 
Mstep: Class 20 contains 9997 members 
Mstep: Class 21 contains 228373 members 
Mstep: Class 22 contains 55304 members 
Mstep: Class 23 contains 19030 members 
Mstep: Class 24 contains 153500 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7772 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 29888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468928.000000 Penalty: 101426.492188
Iteration 211Q: 30 clusters Score -1.584689e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109271 members 
Mstep: Class 2 contains 67709 members 
Mstep: Class 3 contains 17096 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 12370 members 
Mstep: Class 6 contains 8744 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 18942 members 
Mstep: Class 10 contains 37372 members 
Mstep: Class 11 contains 7496 members 
Mstep: Class 12 contains 192081 members 
Mstep: Class 13 contains 10339 members 
Mstep: Class 14 contains 101614 members 
Mstep: Class 15 contains 26413 members 
Mstep: Class 16 contains 32412 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126371 members 
Mstep: Class 19 contains 20570 members 
Mstep: Class 20 contains 9998 members 
Mstep: Class 21 contains 228370 members 
Mstep: Class 22 contains 55303 members 
Mstep: Class 23 contains 18990 members 
Mstep: Class 24 contains 153495 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7778 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 29970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468608.000000 Penalty: 101426.492188
Iteration 212Q: 30 clusters Score -1.584686e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109143 members 
Mstep: Class 2 contains 67711 members 
Mstep: Class 3 contains 17105 members 
Mstep: Class 4 contains 30772 members 
Mstep: Class 5 contains 12370 members 
Mstep: Class 6 contains 8744 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 18942 members 
Mstep: Class 10 contains 37371 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 192132 members 
Mstep: Class 13 contains 10330 members 
Mstep: Class 14 contains 101623 members 
Mstep: Class 15 contains 26415 members 
Mstep: Class 16 contains 32430 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126373 members 
Mstep: Class 19 contains 20568 members 
Mstep: Class 20 contains 9999 members 
Mstep: Class 21 contains 228384 members 
Mstep: Class 22 contains 55302 members 
Mstep: Class 23 contains 18949 members 
Mstep: Class 24 contains 153489 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7793 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 30042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468640.000000 Penalty: 101426.492188
Iteration 213Q: 30 clusters Score -1.584686e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109024 members 
Mstep: Class 2 contains 67715 members 
Mstep: Class 3 contains 17108 members 
Mstep: Class 4 contains 30773 members 
Mstep: Class 5 contains 12371 members 
Mstep: Class 6 contains 8744 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5777 members 
Mstep: Class 9 contains 18940 members 
Mstep: Class 10 contains 37371 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 192175 members 
Mstep: Class 13 contains 10322 members 
Mstep: Class 14 contains 101626 members 
Mstep: Class 15 contains 26420 members 
Mstep: Class 16 contains 32448 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126373 members 
Mstep: Class 19 contains 20568 members 
Mstep: Class 20 contains 10001 members 
Mstep: Class 21 contains 228393 members 
Mstep: Class 22 contains 55298 members 
Mstep: Class 23 contains 18916 members 
Mstep: Class 24 contains 153484 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7802 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 30114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468624.000000 Penalty: 101426.492188
Iteration 214Q: 30 clusters Score -1.584686e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 108908 members 
Mstep: Class 2 contains 67720 members 
Mstep: Class 3 contains 17111 members 
Mstep: Class 4 contains 30770 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 8745 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5777 members 
Mstep: Class 9 contains 18941 members 
Mstep: Class 10 contains 37368 members 
Mstep: Class 11 contains 7490 members 
Mstep: Class 12 contains 192209 members 
Mstep: Class 13 contains 10326 members 
Mstep: Class 14 contains 101627 members 
Mstep: Class 15 contains 26421 members 
Mstep: Class 16 contains 32464 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126368 members 
Mstep: Class 19 contains 20567 members 
Mstep: Class 20 contains 10002 members 
Mstep: Class 21 contains 228399 members 
Mstep: Class 22 contains 55295 members 
Mstep: Class 23 contains 18892 members 
Mstep: Class 24 contains 153479 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7808 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 30191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468768.000000 Penalty: 101426.492188
Iteration 215Q: 30 clusters Score -1.584688e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 108786 members 
Mstep: Class 2 contains 67729 members 
Mstep: Class 3 contains 17111 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 12374 members 
Mstep: Class 6 contains 8744 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5777 members 
Mstep: Class 9 contains 18941 members 
Mstep: Class 10 contains 37366 members 
Mstep: Class 11 contains 7490 members 
Mstep: Class 12 contains 192253 members 
Mstep: Class 13 contains 10326 members 
Mstep: Class 14 contains 101628 members 
Mstep: Class 15 contains 26426 members 
Mstep: Class 16 contains 32472 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126368 members 
Mstep: Class 19 contains 20570 members 
Mstep: Class 20 contains 10004 members 
Mstep: Class 21 contains 228411 members 
Mstep: Class 22 contains 55296 members 
Mstep: Class 23 contains 18862 members 
Mstep: Class 24 contains 153474 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7808 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 30269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468640.000000 Penalty: 101426.492188
Iteration 216Q: 30 clusters Score -1.584686e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 108644 members 
Mstep: Class 2 contains 67737 members 
Mstep: Class 3 contains 17115 members 
Mstep: Class 4 contains 30765 members 
Mstep: Class 5 contains 12377 members 
Mstep: Class 6 contains 8743 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5777 members 
Mstep: Class 9 contains 18939 members 
Mstep: Class 10 contains 37362 members 
Mstep: Class 11 contains 7489 members 
Mstep: Class 12 contains 192310 members 
Mstep: Class 13 contains 10330 members 
Mstep: Class 14 contains 101632 members 
Mstep: Class 15 contains 26435 members 
Mstep: Class 16 contains 32481 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126368 members 
Mstep: Class 19 contains 20565 members 
Mstep: Class 20 contains 10008 members 
Mstep: Class 21 contains 228439 members 
Mstep: Class 22 contains 55294 members 
Mstep: Class 23 contains 18830 members 
Mstep: Class 24 contains 153469 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7811 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 30334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468528.000000 Penalty: 101426.492188
Iteration 217Q: 30 clusters Score -1.584685e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 108531 members 
Mstep: Class 2 contains 67753 members 
Mstep: Class 3 contains 17118 members 
Mstep: Class 4 contains 30765 members 
Mstep: Class 5 contains 12373 members 
Mstep: Class 6 contains 8745 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5777 members 
Mstep: Class 9 contains 18939 members 
Mstep: Class 10 contains 37358 members 
Mstep: Class 11 contains 7490 members 
Mstep: Class 12 contains 192354 members 
Mstep: Class 13 contains 10326 members 
Mstep: Class 14 contains 101632 members 
Mstep: Class 15 contains 26432 members 
Mstep: Class 16 contains 32494 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126360 members 
Mstep: Class 19 contains 20559 members 
Mstep: Class 20 contains 10016 members 
Mstep: Class 21 contains 228459 members 
Mstep: Class 22 contains 55298 members 
Mstep: Class 23 contains 18793 members 
Mstep: Class 24 contains 153463 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7812 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 30407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468528.000000 Penalty: 101426.492188
Iteration 218Q: 30 clusters Score -1.584685e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 108437 members 
Mstep: Class 2 contains 67760 members 
Mstep: Class 3 contains 17112 members 
Mstep: Class 4 contains 30767 members 
Mstep: Class 5 contains 12369 members 
Mstep: Class 6 contains 8747 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5777 members 
Mstep: Class 9 contains 18942 members 
Mstep: Class 10 contains 37357 members 
Mstep: Class 11 contains 7485 members 
Mstep: Class 12 contains 192394 members 
Mstep: Class 13 contains 10313 members 
Mstep: Class 14 contains 101636 members 
Mstep: Class 15 contains 26435 members 
Mstep: Class 16 contains 32504 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126354 members 
Mstep: Class 19 contains 20555 members 
Mstep: Class 20 contains 10020 members 
Mstep: Class 21 contains 228485 members 
Mstep: Class 22 contains 55301 members 
Mstep: Class 23 contains 18756 members 
Mstep: Class 24 contains 153457 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7812 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 30479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468480.000000 Penalty: 101426.492188
Iteration 219Q: 30 clusters Score -1.584685e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 108312 members 
Mstep: Class 2 contains 67766 members 
Mstep: Class 3 contains 17111 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 12366 members 
Mstep: Class 6 contains 8748 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5777 members 
Mstep: Class 9 contains 18948 members 
Mstep: Class 10 contains 37355 members 
Mstep: Class 11 contains 7481 members 
Mstep: Class 12 contains 192458 members 
Mstep: Class 13 contains 10313 members 
Mstep: Class 14 contains 101640 members 
Mstep: Class 15 contains 26437 members 
Mstep: Class 16 contains 32514 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126356 members 
Mstep: Class 19 contains 20553 members 
Mstep: Class 20 contains 10030 members 
Mstep: Class 21 contains 228502 members 
Mstep: Class 22 contains 55300 members 
Mstep: Class 23 contains 18725 members 
Mstep: Class 24 contains 153442 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7816 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 30535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468800.000000 Penalty: 101426.492188
Iteration 220F: 30 clusters Score -1.584688e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 108178 members 
Mstep: Class 2 contains 67768 members 
Mstep: Class 3 contains 17110 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 12365 members 
Mstep: Class 6 contains 8748 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5778 members 
Mstep: Class 9 contains 18948 members 
Mstep: Class 10 contains 37353 members 
Mstep: Class 11 contains 7484 members 
Mstep: Class 12 contains 192526 members 
Mstep: Class 13 contains 10308 members 
Mstep: Class 14 contains 101641 members 
Mstep: Class 15 contains 26450 members 
Mstep: Class 16 contains 32523 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126352 members 
Mstep: Class 19 contains 20551 members 
Mstep: Class 20 contains 10033 members 
Mstep: Class 21 contains 228513 members 
Mstep: Class 22 contains 55300 members 
Mstep: Class 23 contains 18697 members 
Mstep: Class 24 contains 153435 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7821 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 30603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468800.000000 Penalty: 101426.492188
Iteration 221Q: 30 clusters Score -1.584688e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 108041 members 
Mstep: Class 2 contains 67773 members 
Mstep: Class 3 contains 17114 members 
Mstep: Class 4 contains 30771 members 
Mstep: Class 5 contains 12363 members 
Mstep: Class 6 contains 8748 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5780 members 
Mstep: Class 9 contains 18946 members 
Mstep: Class 10 contains 37349 members 
Mstep: Class 11 contains 7488 members 
Mstep: Class 12 contains 192595 members 
Mstep: Class 13 contains 10306 members 
Mstep: Class 14 contains 101636 members 
Mstep: Class 15 contains 26462 members 
Mstep: Class 16 contains 32529 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126357 members 
Mstep: Class 19 contains 20550 members 
Mstep: Class 20 contains 10043 members 
Mstep: Class 21 contains 228519 members 
Mstep: Class 22 contains 55306 members 
Mstep: Class 23 contains 18667 members 
Mstep: Class 24 contains 153431 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7828 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 30652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468832.000000 Penalty: 101426.492188
Iteration 222Q: 30 clusters Score -1.584688e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 107910 members 
Mstep: Class 2 contains 67778 members 
Mstep: Class 3 contains 17119 members 
Mstep: Class 4 contains 30772 members 
Mstep: Class 5 contains 12360 members 
Mstep: Class 6 contains 8748 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5780 members 
Mstep: Class 9 contains 18948 members 
Mstep: Class 10 contains 37350 members 
Mstep: Class 11 contains 7487 members 
Mstep: Class 12 contains 192667 members 
Mstep: Class 13 contains 10298 members 
Mstep: Class 14 contains 101640 members 
Mstep: Class 15 contains 26468 members 
Mstep: Class 16 contains 32534 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126362 members 
Mstep: Class 19 contains 20550 members 
Mstep: Class 20 contains 10051 members 
Mstep: Class 21 contains 228529 members 
Mstep: Class 22 contains 55309 members 
Mstep: Class 23 contains 18639 members 
Mstep: Class 24 contains 153427 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7826 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 30702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468800.000000 Penalty: 101426.492188
Iteration 223Q: 30 clusters Score -1.584688e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 107761 members 
Mstep: Class 2 contains 67782 members 
Mstep: Class 3 contains 17121 members 
Mstep: Class 4 contains 30777 members 
Mstep: Class 5 contains 12359 members 
Mstep: Class 6 contains 8748 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5780 members 
Mstep: Class 9 contains 18952 members 
Mstep: Class 10 contains 37350 members 
Mstep: Class 11 contains 7485 members 
Mstep: Class 12 contains 192753 members 
Mstep: Class 13 contains 10298 members 
Mstep: Class 14 contains 101642 members 
Mstep: Class 15 contains 26469 members 
Mstep: Class 16 contains 32539 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126372 members 
Mstep: Class 19 contains 20548 members 
Mstep: Class 20 contains 10052 members 
Mstep: Class 21 contains 228543 members 
Mstep: Class 22 contains 55313 members 
Mstep: Class 23 contains 18616 members 
Mstep: Class 24 contains 153416 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7825 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 30753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158469008.000000 Penalty: 101426.492188
Iteration 224Q: 30 clusters Score -1.58469e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 107599 members 
Mstep: Class 2 contains 67788 members 
Mstep: Class 3 contains 17122 members 
Mstep: Class 4 contains 30779 members 
Mstep: Class 5 contains 12356 members 
Mstep: Class 6 contains 8749 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5780 members 
Mstep: Class 9 contains 18953 members 
Mstep: Class 10 contains 37347 members 
Mstep: Class 11 contains 7483 members 
Mstep: Class 12 contains 192840 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 101636 members 
Mstep: Class 15 contains 26474 members 
Mstep: Class 16 contains 32556 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126380 members 
Mstep: Class 19 contains 20548 members 
Mstep: Class 20 contains 10056 members 
Mstep: Class 21 contains 228559 members 
Mstep: Class 22 contains 55316 members 
Mstep: Class 23 contains 18595 members 
Mstep: Class 24 contains 153407 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7830 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 30802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468944.000000 Penalty: 101426.492188
Iteration 225Q: 30 clusters Score -1.584689e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 107427 members 
Mstep: Class 2 contains 67791 members 
Mstep: Class 3 contains 17122 members 
Mstep: Class 4 contains 30784 members 
Mstep: Class 5 contains 12354 members 
Mstep: Class 6 contains 8749 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5780 members 
Mstep: Class 9 contains 18952 members 
Mstep: Class 10 contains 37346 members 
Mstep: Class 11 contains 7483 members 
Mstep: Class 12 contains 192929 members 
Mstep: Class 13 contains 10305 members 
Mstep: Class 14 contains 101631 members 
Mstep: Class 15 contains 26479 members 
Mstep: Class 16 contains 32565 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126388 members 
Mstep: Class 19 contains 20549 members 
Mstep: Class 20 contains 10062 members 
Mstep: Class 21 contains 228583 members 
Mstep: Class 22 contains 55316 members 
Mstep: Class 23 contains 18577 members 
Mstep: Class 24 contains 153402 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7835 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 30845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468864.000000 Penalty: 101426.492188
Iteration 226Q: 30 clusters Score -1.584689e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 107264 members 
Mstep: Class 2 contains 67797 members 
Mstep: Class 3 contains 17118 members 
Mstep: Class 4 contains 30783 members 
Mstep: Class 5 contains 12355 members 
Mstep: Class 6 contains 8749 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5780 members 
Mstep: Class 9 contains 18950 members 
Mstep: Class 10 contains 37344 members 
Mstep: Class 11 contains 7484 members 
Mstep: Class 12 contains 193023 members 
Mstep: Class 13 contains 10313 members 
Mstep: Class 14 contains 101628 members 
Mstep: Class 15 contains 26486 members 
Mstep: Class 16 contains 32580 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126396 members 
Mstep: Class 19 contains 20548 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 228601 members 
Mstep: Class 22 contains 55320 members 
Mstep: Class 23 contains 18552 members 
Mstep: Class 24 contains 153392 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7844 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 30888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468512.000000 Penalty: 101426.492188
Iteration 227Q: 30 clusters Score -1.584685e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 107107 members 
Mstep: Class 2 contains 67805 members 
Mstep: Class 3 contains 17105 members 
Mstep: Class 4 contains 30780 members 
Mstep: Class 5 contains 12352 members 
Mstep: Class 6 contains 8748 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5780 members 
Mstep: Class 9 contains 18953 members 
Mstep: Class 10 contains 37345 members 
Mstep: Class 11 contains 7484 members 
Mstep: Class 12 contains 193127 members 
Mstep: Class 13 contains 10316 members 
Mstep: Class 14 contains 101626 members 
Mstep: Class 15 contains 26491 members 
Mstep: Class 16 contains 32592 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126396 members 
Mstep: Class 19 contains 20548 members 
Mstep: Class 20 contains 10062 members 
Mstep: Class 21 contains 228620 members 
Mstep: Class 22 contains 55325 members 
Mstep: Class 23 contains 18535 members 
Mstep: Class 24 contains 153386 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7850 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 30921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468640.000000 Penalty: 101426.492188
Iteration 228Q: 30 clusters Score -1.584686e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 106964 members 
Mstep: Class 2 contains 67806 members 
Mstep: Class 3 contains 17093 members 
Mstep: Class 4 contains 30781 members 
Mstep: Class 5 contains 12352 members 
Mstep: Class 6 contains 8749 members 
Mstep: Class 7 contains 695 members 
Mstep: Class 8 contains 5780 members 
Mstep: Class 9 contains 18955 members 
Mstep: Class 10 contains 37345 members 
Mstep: Class 11 contains 7485 members 
Mstep: Class 12 contains 193225 members 
Mstep: Class 13 contains 10320 members 
Mstep: Class 14 contains 101634 members 
Mstep: Class 15 contains 26493 members 
Mstep: Class 16 contains 32599 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126393 members 
Mstep: Class 19 contains 20552 members 
Mstep: Class 20 contains 10061 members 
Mstep: Class 21 contains 228627 members 
Mstep: Class 22 contains 55327 members 
Mstep: Class 23 contains 18517 members 
Mstep: Class 24 contains 153381 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7852 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 30962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468528.000000 Penalty: 101426.492188
Iteration 229Q: 30 clusters Score -1.584685e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 106834 members 
Mstep: Class 2 contains 67803 members 
Mstep: Class 3 contains 17090 members 
Mstep: Class 4 contains 30779 members 
Mstep: Class 5 contains 12354 members 
Mstep: Class 6 contains 8751 members 
Mstep: Class 7 contains 695 members 
Mstep: Class 8 contains 5780 members 
Mstep: Class 9 contains 18956 members 
Mstep: Class 10 contains 37343 members 
Mstep: Class 11 contains 7485 members 
Mstep: Class 12 contains 193308 members 
Mstep: Class 13 contains 10323 members 
Mstep: Class 14 contains 101635 members 
Mstep: Class 15 contains 26496 members 
Mstep: Class 16 contains 32607 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126397 members 
Mstep: Class 19 contains 20559 members 
Mstep: Class 20 contains 10064 members 
Mstep: Class 21 contains 228645 members 
Mstep: Class 22 contains 55329 members 
Mstep: Class 23 contains 18493 members 
Mstep: Class 24 contains 153374 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7854 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 30994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468320.000000 Penalty: 101426.492188
Iteration 230Q: 30 clusters Score -1.584683e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 106695 members 
Mstep: Class 2 contains 67809 members 
Mstep: Class 3 contains 17083 members 
Mstep: Class 4 contains 30780 members 
Mstep: Class 5 contains 12353 members 
Mstep: Class 6 contains 8752 members 
Mstep: Class 7 contains 695 members 
Mstep: Class 8 contains 5780 members 
Mstep: Class 9 contains 18957 members 
Mstep: Class 10 contains 37340 members 
Mstep: Class 11 contains 7486 members 
Mstep: Class 12 contains 193403 members 
Mstep: Class 13 contains 10331 members 
Mstep: Class 14 contains 101635 members 
Mstep: Class 15 contains 26503 members 
Mstep: Class 16 contains 32616 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126397 members 
Mstep: Class 19 contains 20562 members 
Mstep: Class 20 contains 10061 members 
Mstep: Class 21 contains 228654 members 
Mstep: Class 22 contains 55334 members 
Mstep: Class 23 contains 18470 members 
Mstep: Class 24 contains 153372 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7856 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468528.000000 Penalty: 101426.492188
Iteration 231Q: 30 clusters Score -1.584685e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 106550 members 
Mstep: Class 2 contains 67814 members 
Mstep: Class 3 contains 17081 members 
Mstep: Class 4 contains 30778 members 
Mstep: Class 5 contains 12353 members 
Mstep: Class 6 contains 8752 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5780 members 
Mstep: Class 9 contains 18958 members 
Mstep: Class 10 contains 37340 members 
Mstep: Class 11 contains 7482 members 
Mstep: Class 12 contains 193500 members 
Mstep: Class 13 contains 10331 members 
Mstep: Class 14 contains 101636 members 
Mstep: Class 15 contains 26509 members 
Mstep: Class 16 contains 32625 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126398 members 
Mstep: Class 19 contains 20560 members 
Mstep: Class 20 contains 10060 members 
Mstep: Class 21 contains 228671 members 
Mstep: Class 22 contains 55337 members 
Mstep: Class 23 contains 18458 members 
Mstep: Class 24 contains 153370 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7860 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468432.000000 Penalty: 101426.492188
Iteration 232Q: 30 clusters Score -1.584684e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 106414 members 
Mstep: Class 2 contains 67818 members 
Mstep: Class 3 contains 17083 members 
Mstep: Class 4 contains 30776 members 
Mstep: Class 5 contains 12352 members 
Mstep: Class 6 contains 8752 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5780 members 
Mstep: Class 9 contains 18959 members 
Mstep: Class 10 contains 37340 members 
Mstep: Class 11 contains 7479 members 
Mstep: Class 12 contains 193587 members 
Mstep: Class 13 contains 10338 members 
Mstep: Class 14 contains 101638 members 
Mstep: Class 15 contains 26514 members 
Mstep: Class 16 contains 32634 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126401 members 
Mstep: Class 19 contains 20559 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 228691 members 
Mstep: Class 22 contains 55343 members 
Mstep: Class 23 contains 18434 members 
Mstep: Class 24 contains 153364 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7860 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468400.000000 Penalty: 101426.492188
Iteration 233Q: 30 clusters Score -1.584684e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 106274 members 
Mstep: Class 2 contains 67820 members 
Mstep: Class 3 contains 17087 members 
Mstep: Class 4 contains 30776 members 
Mstep: Class 5 contains 12352 members 
Mstep: Class 6 contains 8751 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5780 members 
Mstep: Class 9 contains 18956 members 
Mstep: Class 10 contains 37336 members 
Mstep: Class 11 contains 7477 members 
Mstep: Class 12 contains 193698 members 
Mstep: Class 13 contains 10345 members 
Mstep: Class 14 contains 101642 members 
Mstep: Class 15 contains 26517 members 
Mstep: Class 16 contains 32646 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126399 members 
Mstep: Class 19 contains 20550 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 228704 members 
Mstep: Class 22 contains 55346 members 
Mstep: Class 23 contains 18413 members 
Mstep: Class 24 contains 153358 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7863 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468288.000000 Penalty: 101426.492188
Iteration 234Q: 30 clusters Score -1.584683e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 106139 members 
Mstep: Class 2 contains 67821 members 
Mstep: Class 3 contains 17086 members 
Mstep: Class 4 contains 30773 members 
Mstep: Class 5 contains 12352 members 
Mstep: Class 6 contains 8750 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5780 members 
Mstep: Class 9 contains 18958 members 
Mstep: Class 10 contains 37336 members 
Mstep: Class 11 contains 7477 members 
Mstep: Class 12 contains 193818 members 
Mstep: Class 13 contains 10348 members 
Mstep: Class 14 contains 101643 members 
Mstep: Class 15 contains 26517 members 
Mstep: Class 16 contains 32651 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126398 members 
Mstep: Class 19 contains 20543 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 228708 members 
Mstep: Class 22 contains 55350 members 
Mstep: Class 23 contains 18395 members 
Mstep: Class 24 contains 153359 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7865 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468400.000000 Penalty: 101426.492188
Iteration 235Q: 30 clusters Score -1.584684e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 106000 members 
Mstep: Class 2 contains 67824 members 
Mstep: Class 3 contains 17083 members 
Mstep: Class 4 contains 30772 members 
Mstep: Class 5 contains 12353 members 
Mstep: Class 6 contains 8750 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5780 members 
Mstep: Class 9 contains 18958 members 
Mstep: Class 10 contains 37331 members 
Mstep: Class 11 contains 7475 members 
Mstep: Class 12 contains 193919 members 
Mstep: Class 13 contains 10354 members 
Mstep: Class 14 contains 101642 members 
Mstep: Class 15 contains 26523 members 
Mstep: Class 16 contains 32660 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126400 members 
Mstep: Class 19 contains 20540 members 
Mstep: Class 20 contains 10058 members 
Mstep: Class 21 contains 228716 members 
Mstep: Class 22 contains 55359 members 
Mstep: Class 23 contains 18388 members 
Mstep: Class 24 contains 153354 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7865 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468208.000000 Penalty: 101426.492188
Iteration 236Q: 30 clusters Score -1.584682e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 105853 members 
Mstep: Class 2 contains 67825 members 
Mstep: Class 3 contains 17087 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 12353 members 
Mstep: Class 6 contains 8749 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5780 members 
Mstep: Class 9 contains 18958 members 
Mstep: Class 10 contains 37328 members 
Mstep: Class 11 contains 7471 members 
Mstep: Class 12 contains 194027 members 
Mstep: Class 13 contains 10352 members 
Mstep: Class 14 contains 101640 members 
Mstep: Class 15 contains 26531 members 
Mstep: Class 16 contains 32672 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126404 members 
Mstep: Class 19 contains 20534 members 
Mstep: Class 20 contains 10058 members 
Mstep: Class 21 contains 228741 members 
Mstep: Class 22 contains 55363 members 
Mstep: Class 23 contains 18380 members 
Mstep: Class 24 contains 153344 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7864 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468272.000000 Penalty: 101426.492188
Iteration 237Q: 30 clusters Score -1.584683e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 105713 members 
Mstep: Class 2 contains 67828 members 
Mstep: Class 3 contains 17094 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12352 members 
Mstep: Class 6 contains 8749 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5780 members 
Mstep: Class 9 contains 18957 members 
Mstep: Class 10 contains 37332 members 
Mstep: Class 11 contains 7473 members 
Mstep: Class 12 contains 194122 members 
Mstep: Class 13 contains 10347 members 
Mstep: Class 14 contains 101641 members 
Mstep: Class 15 contains 26538 members 
Mstep: Class 16 contains 32677 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126402 members 
Mstep: Class 19 contains 20534 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 228758 members 
Mstep: Class 22 contains 55366 members 
Mstep: Class 23 contains 18372 members 
Mstep: Class 24 contains 153336 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7863 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468112.000000 Penalty: 101426.492188
Iteration 238Q: 30 clusters Score -1.584681e+08 nChanged 301
Entering ConstructFrom: 
Score: -158468112.000000 Penalty: 101426.492188
Entering ConstructFrom: 
Trying to split cluster 1 (105585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105585 members 
Entering Unmasked Estep 
Score: -12845695.000000 Penalty: 2868.683350
	Iteration 0F: 2 clusters Score -1.28457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -12775233.000000 Penalty: 5737.366699
	Iteration 0F: 3 clusters Score -1.277523e+07 nChanged 49757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 53122 members 
Entering Unmasked Estep 
Score: -12803840.000000 Penalty: 5737.366699
	Iteration 1F: 3 clusters Score -1.280384e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 53242 members 
Entering Unmasked Estep 
Score: -12805057.000000 Penalty: 5737.366699
	Iteration 2Q: 3 clusters Score -1.280506e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 53503 members 
Entering Unmasked Estep 
Score: -12806736.000000 Penalty: 5737.366699
	Iteration 3Q: 3 clusters Score -1.280674e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51739 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
Score: -12808589.000000 Penalty: 5737.366699
	Iteration 4Q: 3 clusters Score -1.280859e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 54217 members 
Entering Unmasked Estep 
Score: -12811039.000000 Penalty: 5737.366699
	Iteration 5Q: 3 clusters Score -1.281104e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -12814241.000000 Penalty: 5737.366699
	Iteration 6F: 3 clusters Score -1.281424e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 55106 members 
Entering Unmasked Estep 
Score: -12817959.000000 Penalty: 5737.366699
	Iteration 7F: 3 clusters Score -1.281796e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 55544 members 
Entering Unmasked Estep 
Score: -12821850.000000 Penalty: 5737.366699
	Iteration 8F: 3 clusters Score -1.282185e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Mstep: Class 2 contains 55963 members 
Entering Unmasked Estep 
Score: -12825543.000000 Penalty: 5737.366699
	Iteration 9F: 3 clusters Score -1.282554e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49190 members 
Mstep: Class 2 contains 56395 members 
Entering Unmasked Estep 
Score: -12828072.000000 Penalty: 5737.366699
	Iteration 10Q: 3 clusters Score -1.282807e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 56749 members 
Entering Unmasked Estep 
Score: -12829447.000000 Penalty: 5737.366699
	Iteration 11Q: 3 clusters Score -1.282945e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -12830178.000000 Penalty: 5737.366699
	Iteration 12Q: 3 clusters Score -1.283018e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 57852 members 
Entering Unmasked Estep 
Score: -12830669.000000 Penalty: 5737.366699
	Iteration 13Q: 3 clusters Score -1.283067e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 58524 members 
Entering Unmasked Estep 
Score: -12831089.000000 Penalty: 5737.366699
	Iteration 14Q: 3 clusters Score -1.283109e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 59253 members 
Entering Unmasked Estep 
Score: -12831595.000000 Penalty: 5737.366699
	Iteration 15Q: 3 clusters Score -1.28316e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 60074 members 
Entering Unmasked Estep 
Score: -12832114.000000 Penalty: 5737.366699
	Iteration 16Q: 3 clusters Score -1.283211e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 61030 members 
Entering Unmasked Estep 
Score: -12832852.000000 Penalty: 5737.366699
	Iteration 17Q: 3 clusters Score -1.283285e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 62084 members 
Entering Unmasked Estep 
Score: -12833508.000000 Penalty: 5737.366699
	Iteration 18Q: 3 clusters Score -1.283351e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 63196 members 
Entering Unmasked Estep 
Score: -12834075.000000 Penalty: 5737.366699
	Iteration 19Q: 3 clusters Score -1.283408e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -12834580.000000 Penalty: 5737.366699
	Iteration 20F: 3 clusters Score -1.283458e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 65640 members 
Entering Unmasked Estep 
Score: -12835111.000000 Penalty: 5737.366699
	Iteration 21Q: 3 clusters Score -1.283511e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 66907 members 
Entering Unmasked Estep 
Score: -12835532.000000 Penalty: 5737.366699
	Iteration 22Q: 3 clusters Score -1.283553e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 68183 members 
Entering Unmasked Estep 
Score: -12836003.000000 Penalty: 5737.366699
	Iteration 23Q: 3 clusters Score -1.2836e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 69447 members 
Entering Unmasked Estep 
Score: -12836472.000000 Penalty: 5737.366699
	Iteration 24Q: 3 clusters Score -1.283647e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 70684 members 
Entering Unmasked Estep 
Score: -12836813.000000 Penalty: 5737.366699
	Iteration 25Q: 3 clusters Score -1.283681e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 71900 members 
Entering Unmasked Estep 
Score: -12837191.000000 Penalty: 5737.366699
	Iteration 26Q: 3 clusters Score -1.283719e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 73104 members 
Entering Unmasked Estep 
Score: -12837476.000000 Penalty: 5737.366699
	Iteration 27Q: 3 clusters Score -1.283748e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 74252 members 
Entering Unmasked Estep 
Score: -12837813.000000 Penalty: 5737.366699
	Iteration 28Q: 3 clusters Score -1.283781e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 75380 members 
Entering Unmasked Estep 
Score: -12838051.000000 Penalty: 5737.366699
	Iteration 29Q: 3 clusters Score -1.283805e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 76467 members 
Entering Unmasked Estep 
Score: -12838283.000000 Penalty: 5737.366699
	Iteration 30Q: 3 clusters Score -1.283828e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 77591 members 
Entering Unmasked Estep 
Score: -12838685.000000 Penalty: 5737.366699
	Iteration 31Q: 3 clusters Score -1.283868e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 78671 members 
Entering Unmasked Estep 
Score: -12838937.000000 Penalty: 5737.366699
	Iteration 32Q: 3 clusters Score -1.283894e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 79739 members 
Entering Unmasked Estep 
Score: -12839227.000000 Penalty: 5737.366699
	Iteration 33Q: 3 clusters Score -1.283923e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 80772 members 
Entering Unmasked Estep 
Score: -12839442.000000 Penalty: 5737.366699
	Iteration 34Q: 3 clusters Score -1.283944e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 81795 members 
Entering Unmasked Estep 
Score: -12839770.000000 Penalty: 5737.366699
	Iteration 35Q: 3 clusters Score -1.283977e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 82808 members 
Entering Unmasked Estep 
Score: -12840085.000000 Penalty: 5737.366699
	Iteration 36Q: 3 clusters Score -1.284008e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 83758 members 
Entering Unmasked Estep 
Score: -12840407.000000 Penalty: 5737.366699
	Iteration 37Q: 3 clusters Score -1.284041e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 84635 members 
Entering Unmasked Estep 
Score: -12840628.000000 Penalty: 5737.366699
	Iteration 38Q: 3 clusters Score -1.284063e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 85471 members 
Entering Unmasked Estep 
Score: -12840833.000000 Penalty: 5737.366699
	Iteration 39Q: 3 clusters Score -1.284083e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 86251 members 
Entering Unmasked Estep 
Score: -12841047.000000 Penalty: 5737.366699
	Iteration 40F: 3 clusters Score -1.284105e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 86969 members 
Entering Unmasked Estep 
Score: -12841185.000000 Penalty: 5737.366699
	Iteration 41Q: 3 clusters Score -1.284118e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 87641 members 
Entering Unmasked Estep 
Score: -12841234.000000 Penalty: 5737.366699
	Iteration 42Q: 3 clusters Score -1.284123e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 88289 members 
Entering Unmasked Estep 
Score: -12841387.000000 Penalty: 5737.366699
	Iteration 43Q: 3 clusters Score -1.284139e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 88879 members 
Entering Unmasked Estep 
Score: -12841517.000000 Penalty: 5737.366699
	Iteration 44Q: 3 clusters Score -1.284152e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 89395 members 
Entering Unmasked Estep 
Score: -12841609.000000 Penalty: 5737.366699
	Iteration 45Q: 3 clusters Score -1.284161e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 89895 members 
Entering Unmasked Estep 
Score: -12841695.000000 Penalty: 5737.366699
	Iteration 46Q: 3 clusters Score -1.28417e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 90385 members 
Entering Unmasked Estep 
Score: -12841785.000000 Penalty: 5737.366699
	Iteration 47Q: 3 clusters Score -1.284178e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 90884 members 
Entering Unmasked Estep 
Score: -12841932.000000 Penalty: 5737.366699
	Iteration 48Q: 3 clusters Score -1.284193e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 91345 members 
Entering Unmasked Estep 
Score: -12841982.000000 Penalty: 5737.366699
	Iteration 49Q: 3 clusters Score -1.284198e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 91782 members 
Entering Unmasked Estep 
Score: -12842079.000000 Penalty: 5737.366699
	Iteration 50Q: 3 clusters Score -1.284208e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 92226 members 
Entering Unmasked Estep 
Score: -12842177.000000 Penalty: 5737.366699
	Iteration 51Q: 3 clusters Score -1.284218e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 92670 members 
Entering Unmasked Estep 
Score: -12842274.000000 Penalty: 5737.366699
	Iteration 52Q: 3 clusters Score -1.284227e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 93088 members 
Entering Unmasked Estep 
Score: -12842392.000000 Penalty: 5737.366699
	Iteration 53Q: 3 clusters Score -1.284239e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 93504 members 
Entering Unmasked Estep 
Score: -12842437.000000 Penalty: 5737.366699
	Iteration 54Q: 3 clusters Score -1.284244e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 93908 members 
Entering Unmasked Estep 
Score: -12842541.000000 Penalty: 5737.366699
	Iteration 55Q: 3 clusters Score -1.284254e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 94297 members 
Entering Unmasked Estep 
Score: -12842617.000000 Penalty: 5737.366699
	Iteration 56Q: 3 clusters Score -1.284262e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 94709 members 
Entering Unmasked Estep 
Score: -12842711.000000 Penalty: 5737.366699
	Iteration 57Q: 3 clusters Score -1.284271e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 95100 members 
Entering Unmasked Estep 
Score: -12842836.000000 Penalty: 5737.366699
	Iteration 58Q: 3 clusters Score -1.284284e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 95472 members 
Entering Unmasked Estep 
Score: -12842906.000000 Penalty: 5737.366699
	Iteration 59Q: 3 clusters Score -1.284291e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 95832 members 
Entering Unmasked Estep 
Score: -12842985.000000 Penalty: 5737.366699
	Iteration 60F: 3 clusters Score -1.284298e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 96180 members 
Entering Unmasked Estep 
Score: -12843048.000000 Penalty: 5737.366699
	Iteration 61Q: 3 clusters Score -1.284305e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 96530 members 
Entering Unmasked Estep 
Score: -12843118.000000 Penalty: 5737.366699
	Iteration 62Q: 3 clusters Score -1.284312e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 96873 members 
Entering Unmasked Estep 
Score: -12843233.000000 Penalty: 5737.366699
	Iteration 63Q: 3 clusters Score -1.284323e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 97201 members 
Entering Unmasked Estep 
Score: -12843277.000000 Penalty: 5737.366699
	Iteration 64Q: 3 clusters Score -1.284328e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 97502 members 
Entering Unmasked Estep 
Score: -12843318.000000 Penalty: 5737.366699
	Iteration 65Q: 3 clusters Score -1.284332e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 97795 members 
Entering Unmasked Estep 
Score: -12843366.000000 Penalty: 5737.366699
	Iteration 66Q: 3 clusters Score -1.284337e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 98054 members 
Entering Unmasked Estep 
Score: -12843396.000000 Penalty: 5737.366699
	Iteration 67Q: 3 clusters Score -1.28434e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 98322 members 
Entering Unmasked Estep 
Score: -12843455.000000 Penalty: 5737.366699
	Iteration 68Q: 3 clusters Score -1.284346e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 98579 members 
Entering Unmasked Estep 
Score: -12843496.000000 Penalty: 5737.366699
	Iteration 69Q: 3 clusters Score -1.28435e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 98842 members 
Entering Unmasked Estep 
Score: -12843543.000000 Penalty: 5737.366699
	Iteration 70Q: 3 clusters Score -1.284354e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 99110 members 
Entering Unmasked Estep 
Score: -12843639.000000 Penalty: 5737.366699
	Iteration 71Q: 3 clusters Score -1.284364e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 99361 members 
Entering Unmasked Estep 
Score: -12843683.000000 Penalty: 5737.366699
	Iteration 72Q: 3 clusters Score -1.284368e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 99618 members 
Entering Unmasked Estep 
Score: -12843792.000000 Penalty: 5737.366699
	Iteration 73Q: 3 clusters Score -1.284379e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 99862 members 
Entering Unmasked Estep 
Score: -12843846.000000 Penalty: 5737.366699
	Iteration 74Q: 3 clusters Score -1.284385e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 100097 members 
Entering Unmasked Estep 
Score: -12843938.000000 Penalty: 5737.366699
	Iteration 75Q: 3 clusters Score -1.284394e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 100333 members 
Entering Unmasked Estep 
Score: -12843973.000000 Penalty: 5737.366699
	Iteration 76Q: 3 clusters Score -1.284397e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 100510 members 
Entering Unmasked Estep 
Score: -12844050.000000 Penalty: 5737.366699
	Iteration 77Q: 3 clusters Score -1.284405e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 100646 members 
Entering Unmasked Estep 
Score: -12844073.000000 Penalty: 5737.366699
	Iteration 78Q: 3 clusters Score -1.284407e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 100786 members 
Entering Unmasked Estep 
Score: -12844077.000000 Penalty: 5737.366699
	Iteration 79Q: 3 clusters Score -1.284408e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 100914 members 
Entering Unmasked Estep 
Score: -12844132.000000 Penalty: 5737.366699
	Iteration 80F: 3 clusters Score -1.284413e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 101034 members 
Entering Unmasked Estep 
Score: -12844146.000000 Penalty: 5737.366699
	Iteration 81Q: 3 clusters Score -1.284415e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 101143 members 
Entering Unmasked Estep 
Score: -12844166.000000 Penalty: 5737.366699
	Iteration 82Q: 3 clusters Score -1.284417e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 101239 members 
Entering Unmasked Estep 
Score: -12844201.000000 Penalty: 5737.366699
	Iteration 83Q: 3 clusters Score -1.28442e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 101330 members 
Entering Unmasked Estep 
Score: -12844210.000000 Penalty: 5737.366699
	Iteration 84Q: 3 clusters Score -1.284421e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 101411 members 
Entering Unmasked Estep 
Score: -12844227.000000 Penalty: 5737.366699
	Iteration 85Q: 3 clusters Score -1.284423e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 101487 members 
Entering Unmasked Estep 
Score: -12844234.000000 Penalty: 5737.366699
	Iteration 86Q: 3 clusters Score -1.284423e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 101542 members 
Entering Unmasked Estep 
Score: -12844235.000000 Penalty: 5737.366699
	Iteration 87Q: 3 clusters Score -1.284424e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 101591 members 
Entering Unmasked Estep 
Score: -12844242.000000 Penalty: 5737.366699
	Iteration 88Q: 3 clusters Score -1.284424e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 101642 members 
Entering Unmasked Estep 
Score: -12844261.000000 Penalty: 5737.366699
	Iteration 89Q: 3 clusters Score -1.284426e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 101687 members 
Entering Unmasked Estep 
Score: -12844254.000000 Penalty: 5737.366699
	Iteration 90Q: 3 clusters Score -1.284425e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 101713 members 
Entering Unmasked Estep 
Score: -12844287.000000 Penalty: 5737.366699
	Iteration 91Q: 3 clusters Score -1.284429e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 101744 members 
Entering Unmasked Estep 
Score: -12844280.000000 Penalty: 5737.366699
	Iteration 92Q: 3 clusters Score -1.284428e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 101772 members 
Entering Unmasked Estep 
Score: -12844284.000000 Penalty: 5737.366699
	Iteration 93Q: 3 clusters Score -1.284428e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 101797 members 
Entering Unmasked Estep 
Score: -12844288.000000 Penalty: 5737.366699
	Iteration 94Q: 3 clusters Score -1.284429e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 101817 members 
Entering Unmasked Estep 
Score: -12844291.000000 Penalty: 5737.366699
	Iteration 95Q: 3 clusters Score -1.284429e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 101846 members 
Entering Unmasked Estep 
Score: -12844310.000000 Penalty: 5737.366699
	Iteration 96Q: 3 clusters Score -1.284431e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 101872 members 
Entering Unmasked Estep 
Score: -12844307.000000 Penalty: 5737.366699
	Iteration 97Q: 3 clusters Score -1.284431e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 101892 members 
Entering Unmasked Estep 
Score: -12844319.000000 Penalty: 5737.366699
	Iteration 98Q: 3 clusters Score -1.284432e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 101906 members 
Entering Unmasked Estep 
Score: -12844323.000000 Penalty: 5737.366699
	Iteration 99Q: 3 clusters Score -1.284432e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 101914 members 
Entering Unmasked Estep 
Score: -12844318.000000 Penalty: 5737.366699
	Iteration 100F: 3 clusters Score -1.284432e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 101924 members 
Entering Unmasked Estep 
Score: -12844324.000000 Penalty: 5737.366699
	Iteration 101Q: 3 clusters Score -1.284432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 101939 members 
Entering Unmasked Estep 
Score: -12844317.000000 Penalty: 5737.366699
	Iteration 102Q: 3 clusters Score -1.284432e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 101951 members 
Entering Unmasked Estep 
Score: -12844322.000000 Penalty: 5737.366699
	Iteration 103Q: 3 clusters Score -1.284432e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 101959 members 
Entering Unmasked Estep 
Score: -12844323.000000 Penalty: 5737.366699
	Iteration 104Q: 3 clusters Score -1.284432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 101971 members 
Entering Unmasked Estep 
Score: -12844319.000000 Penalty: 5737.366699
	Iteration 105Q: 3 clusters Score -1.284432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 101981 members 
Entering Unmasked Estep 
Score: -12844332.000000 Penalty: 5737.366699
	Iteration 106Q: 3 clusters Score -1.284433e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 101994 members 
Entering Unmasked Estep 
Score: -12844335.000000 Penalty: 5737.366699
	Iteration 107Q: 3 clusters Score -1.284434e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 102004 members 
Entering Unmasked Estep 
Score: -12844334.000000 Penalty: 5737.366699
	Iteration 108Q: 3 clusters Score -1.284433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 102011 members 
Entering Unmasked Estep 
Score: -12844340.000000 Penalty: 5737.366699
	Iteration 109Q: 3 clusters Score -1.284434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 102015 members 
Entering Unmasked Estep 
Score: -12844335.000000 Penalty: 5737.366699
	Iteration 110Q: 3 clusters Score -1.284434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 102020 members 
Entering Unmasked Estep 
Score: -12844346.000000 Penalty: 5737.366699
	Iteration 111Q: 3 clusters Score -1.284435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 102023 members 
Entering Unmasked Estep 
Score: -12844356.000000 Penalty: 5737.366699
	Iteration 112Q: 3 clusters Score -1.284436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 102025 members 
Entering Unmasked Estep 
Score: -12844354.000000 Penalty: 5737.366699
	Iteration 113Q: 3 clusters Score -1.284435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 102027 members 
Entering Unmasked Estep 
Score: -12844363.000000 Penalty: 5737.366699
	Iteration 114Q: 3 clusters Score -1.284436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 102026 members 
Entering Unmasked Estep 
Score: -12844354.000000 Penalty: 5737.366699
	Iteration 115Q: 3 clusters Score -1.284435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 102025 members 
Entering Unmasked Estep 
Score: -12844351.000000 Penalty: 5737.366699
	Iteration 116Q: 3 clusters Score -1.284435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 102025 members 
Entering Unmasked Estep 
Score: -12844351.000000 Penalty: 5737.366699
	Iteration 117F: 3 clusters Score -1.284435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (67830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67830 members 
Entering Unmasked Estep 
Score: -8314620.500000 Penalty: 2758.940430
	Iteration 0F: 2 clusters Score -8314620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -8269019.500000 Penalty: 5517.880859
	Iteration 0F: 3 clusters Score -8269020 nChanged 31723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -8287210.500000 Penalty: 5517.880859
	Iteration 1F: 3 clusters Score -8287210 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -8288344.000000 Penalty: 5517.880859
	Iteration 2Q: 3 clusters Score -8288344 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -8289804.500000 Penalty: 5517.880859
	Iteration 3F: 3 clusters Score -8289804 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -8291897.500000 Penalty: 5517.880859
	Iteration 4F: 3 clusters Score -8291898 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -8294715.500000 Penalty: 5517.880859
	Iteration 5F: 3 clusters Score -8294716 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -8298063.000000 Penalty: 5517.880859
	Iteration 6F: 3 clusters Score -8298063 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 53665 members 
Entering Unmasked Estep 
Score: -8301387.500000 Penalty: 5517.880859
	Iteration 7F: 3 clusters Score -8301388 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 57355 members 
Entering Unmasked Estep 
Score: -8304360.000000 Penalty: 5517.880859
	Iteration 8F: 3 clusters Score -8304360 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 60432 members 
Entering Unmasked Estep 
Score: -8306824.500000 Penalty: 5517.880859
	Iteration 9Q: 3 clusters Score -8306824 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -8308727.000000 Penalty: 5517.880859
	Iteration 10Q: 3 clusters Score -8308727 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 64572 members 
Entering Unmasked Estep 
Score: -8310126.000000 Penalty: 5517.880859
	Iteration 11Q: 3 clusters Score -8310126 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -8311031.500000 Penalty: 5517.880859
	Iteration 12Q: 3 clusters Score -8311032 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 66276 members 
Entering Unmasked Estep 
Score: -8311519.000000 Penalty: 5517.880859
	Iteration 13Q: 3 clusters Score -8311519 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 66611 members 
Entering Unmasked Estep 
Score: -8311824.000000 Penalty: 5517.880859
	Iteration 14Q: 3 clusters Score -8311824 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 66804 members 
Entering Unmasked Estep 
Score: -8311971.000000 Penalty: 5517.880859
	Iteration 15Q: 3 clusters Score -8311971 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 66908 members 
Entering Unmasked Estep 
Score: -8312078.000000 Penalty: 5517.880859
	Iteration 16Q: 3 clusters Score -8312078 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 66974 members 
Entering Unmasked Estep 
Score: -8312159.500000 Penalty: 5517.880859
	Iteration 17Q: 3 clusters Score -8312160 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 67039 members 
Entering Unmasked Estep 
Score: -8312252.500000 Penalty: 5517.880859
	Iteration 18Q: 3 clusters Score -8312252 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 67078 members 
Entering Unmasked Estep 
Score: -8312292.500000 Penalty: 5517.880859
	Iteration 19Q: 3 clusters Score -8312292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 67100 members 
Entering Unmasked Estep 
Score: -8312322.000000 Penalty: 5517.880859
	Iteration 20F: 3 clusters Score -8312322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 67122 members 
Entering Unmasked Estep 
Score: -8312354.000000 Penalty: 5517.880859
	Iteration 21Q: 3 clusters Score -8312354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 67132 members 
Entering Unmasked Estep 
Score: -8312365.500000 Penalty: 5517.880859
	Iteration 22Q: 3 clusters Score -8312366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 67145 members 
Entering Unmasked Estep 
Score: -8312385.000000 Penalty: 5517.880859
	Iteration 23Q: 3 clusters Score -8312385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 67159 members 
Entering Unmasked Estep 
Score: -8312393.000000 Penalty: 5517.880859
	Iteration 24Q: 3 clusters Score -8312393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 67162 members 
Entering Unmasked Estep 
Score: -8312407.000000 Penalty: 5517.880859
	Iteration 25Q: 3 clusters Score -8312407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 67166 members 
Entering Unmasked Estep 
Score: -8312409.000000 Penalty: 5517.880859
	Iteration 26Q: 3 clusters Score -8312409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 67168 members 
Entering Unmasked Estep 
Score: -8312421.500000 Penalty: 5517.880859
	Iteration 27Q: 3 clusters Score -8312422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 67172 members 
Entering Unmasked Estep 
Score: -8312414.500000 Penalty: 5517.880859
	Iteration 28Q: 3 clusters Score -8312414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 67175 members 
Entering Unmasked Estep 
Score: -8312415.500000 Penalty: 5517.880859
	Iteration 29Q: 3 clusters Score -8312416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 67178 members 
Entering Unmasked Estep 
Score: -8312427.000000 Penalty: 5517.880859
	Iteration 30Q: 3 clusters Score -8312427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 67186 members 
Entering Unmasked Estep 
Score: -8312427.500000 Penalty: 5517.880859
	Iteration 31Q: 3 clusters Score -8312428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 67188 members 
Entering Unmasked Estep 
Score: -8312428.000000 Penalty: 5517.880859
	Iteration 32Q: 3 clusters Score -8312428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 67190 members 
Entering Unmasked Estep 
Score: -8312427.000000 Penalty: 5517.880859
	Iteration 33Q: 3 clusters Score -8312427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 67190 members 
Entering Unmasked Estep 
Score: -8312427.000000 Penalty: 5517.880859
	Iteration 34F: 3 clusters Score -8312427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Entering Unmasked Estep 
Score: -1958209.625000 Penalty: 2417.142090
	Iteration 0F: 2 clusters Score -1958210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1945945.000000 Penalty: 4834.284180
	Iteration 0F: 3 clusters Score -1945945 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1949985.125000 Penalty: 4834.284180
	Iteration 1F: 3 clusters Score -1949985 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1950511.500000 Penalty: 4834.284180
	Iteration 2F: 3 clusters Score -1950512 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1951037.625000 Penalty: 4834.284180
	Iteration 3F: 3 clusters Score -1951038 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1951533.125000 Penalty: 4834.284180
	Iteration 4F: 3 clusters Score -1951533 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1952021.875000 Penalty: 4834.284180
	Iteration 5F: 3 clusters Score -1952022 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1952548.000000 Penalty: 4834.284180
	Iteration 6Q: 3 clusters Score -1952548 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1953145.125000 Penalty: 4834.284180
	Iteration 7F: 3 clusters Score -1953145 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1953785.625000 Penalty: 4834.284180
	Iteration 8F: 3 clusters Score -1953786 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1954419.250000 Penalty: 4834.284180
	Iteration 9Q: 3 clusters Score -1954419 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1954965.875000 Penalty: 4834.284180
	Iteration 10Q: 3 clusters Score -1954966 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1955388.500000 Penalty: 4834.284180
	Iteration 11Q: 3 clusters Score -1955388 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1955748.500000 Penalty: 4834.284180
	Iteration 12Q: 3 clusters Score -1955748 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1956047.875000 Penalty: 4834.284180
	Iteration 13Q: 3 clusters Score -1956048 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1956276.375000 Penalty: 4834.284180
	Iteration 14Q: 3 clusters Score -1956276 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1956429.625000 Penalty: 4834.284180
	Iteration 15Q: 3 clusters Score -1956430 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1956530.875000 Penalty: 4834.284180
	Iteration 16Q: 3 clusters Score -1956531 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1956597.750000 Penalty: 4834.284180
	Iteration 17Q: 3 clusters Score -1956598 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1956648.500000 Penalty: 4834.284180
	Iteration 18Q: 3 clusters Score -1956648 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1956682.750000 Penalty: 4834.284180
	Iteration 19Q: 3 clusters Score -1956683 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1956716.000000 Penalty: 4834.284180
	Iteration 20F: 3 clusters Score -1956716 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1956744.750000 Penalty: 4834.284180
	Iteration 21Q: 3 clusters Score -1956745 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1956772.000000 Penalty: 4834.284180
	Iteration 22Q: 3 clusters Score -1956772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1956791.375000 Penalty: 4834.284180
	Iteration 23Q: 3 clusters Score -1956791 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1956800.500000 Penalty: 4834.284180
	Iteration 24Q: 3 clusters Score -1956800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1956806.125000 Penalty: 4834.284180
	Iteration 25Q: 3 clusters Score -1956806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1956817.750000 Penalty: 4834.284180
	Iteration 26Q: 3 clusters Score -1956818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1956825.125000 Penalty: 4834.284180
	Iteration 27Q: 3 clusters Score -1956825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1956828.875000 Penalty: 4834.284180
	Iteration 28Q: 3 clusters Score -1956829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1956834.750000 Penalty: 4834.284180
	Iteration 29Q: 3 clusters Score -1956835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1956836.375000 Penalty: 4834.284180
	Iteration 30Q: 3 clusters Score -1956836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1956837.250000 Penalty: 4834.284180
	Iteration 31Q: 3 clusters Score -1956837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1956837.250000 Penalty: 4834.284180
	Iteration 32F: 3 clusters Score -1956837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Entering Unmasked Estep 
Score: -3752501.750000 Penalty: 2562.961670
	Iteration 0F: 2 clusters Score -3752502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -3731411.000000 Penalty: 5125.923340
	Iteration 0F: 3 clusters Score -3731411 nChanged 13933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -3739196.500000 Penalty: 5125.923340
	Iteration 1F: 3 clusters Score -3739196 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -3740103.750000 Penalty: 5125.923340
	Iteration 2F: 3 clusters Score -3740104 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -3741572.750000 Penalty: 5125.923340
	Iteration 3F: 3 clusters Score -3741573 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -3743551.750000 Penalty: 5125.923340
	Iteration 4F: 3 clusters Score -3743552 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -3745579.500000 Penalty: 5125.923340
	Iteration 5F: 3 clusters Score -3745580 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -3747068.000000 Penalty: 5125.923340
	Iteration 6F: 3 clusters Score -3747068 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3748079.000000 Penalty: 5125.923340
	Iteration 7F: 3 clusters Score -3748079 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -3748710.500000 Penalty: 5125.923340
	Iteration 8Q: 3 clusters Score -3748710 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -3749130.500000 Penalty: 5125.923340
	Iteration 9Q: 3 clusters Score -3749130 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -3749421.250000 Penalty: 5125.923340
	Iteration 10Q: 3 clusters Score -3749421 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -3749663.250000 Penalty: 5125.923340
	Iteration 11Q: 3 clusters Score -3749663 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -3749908.750000 Penalty: 5125.923340
	Iteration 12Q: 3 clusters Score -3749909 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -3750117.500000 Penalty: 5125.923340
	Iteration 13Q: 3 clusters Score -3750118 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -3750303.750000 Penalty: 5125.923340
	Iteration 14Q: 3 clusters Score -3750304 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -3750410.250000 Penalty: 5125.923340
	Iteration 15Q: 3 clusters Score -3750410 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -3750513.500000 Penalty: 5125.923340
	Iteration 16Q: 3 clusters Score -3750514 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -3750574.250000 Penalty: 5125.923340
	Iteration 17Q: 3 clusters Score -3750574 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -3750662.750000 Penalty: 5125.923340
	Iteration 18Q: 3 clusters Score -3750663 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -3750726.750000 Penalty: 5125.923340
	Iteration 19Q: 3 clusters Score -3750727 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -3750764.000000 Penalty: 5125.923340
	Iteration 20F: 3 clusters Score -3750764 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -3750798.250000 Penalty: 5125.923340
	Iteration 21Q: 3 clusters Score -3750798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -3750820.500000 Penalty: 5125.923340
	Iteration 22Q: 3 clusters Score -3750820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -3750836.250000 Penalty: 5125.923340
	Iteration 23Q: 3 clusters Score -3750836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -3750831.250000 Penalty: 5125.923340
	Iteration 24Q: 3 clusters Score -3750831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -3750834.500000 Penalty: 5125.923340
	Iteration 25Q: 3 clusters Score -3750834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -3750845.000000 Penalty: 5125.923340
	Iteration 26Q: 3 clusters Score -3750845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -3750843.750000 Penalty: 5125.923340
	Iteration 27Q: 3 clusters Score -3750844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -3750846.000000 Penalty: 5125.923340
	Iteration 28Q: 3 clusters Score -3750846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -3750849.000000 Penalty: 5125.923340
	Iteration 29Q: 3 clusters Score -3750849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -3750856.250000 Penalty: 5125.923340
	Iteration 30Q: 3 clusters Score -3750856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -3750845.750000 Penalty: 5125.923340
	Iteration 31Q: 3 clusters Score -3750846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -3750849.250000 Penalty: 5125.923340
	Iteration 32Q: 3 clusters Score -3750849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -3750853.750000 Penalty: 5125.923340
	Iteration 33Q: 3 clusters Score -3750854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -3750850.750000 Penalty: 5125.923340
	Iteration 34Q: 3 clusters Score -3750851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -3750854.250000 Penalty: 5125.923340
	Iteration 35Q: 3 clusters Score -3750854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -3750857.250000 Penalty: 5125.923340
	Iteration 36Q: 3 clusters Score -3750857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -3750857.250000 Penalty: 5125.923340
	Iteration 37F: 3 clusters Score -3750857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Entering Unmasked Estep 
Score: -1526299.000000 Penalty: 2336.510010
	Iteration 0F: 2 clusters Score -1526299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1517141.625000 Penalty: 4673.020020
	Iteration 0F: 3 clusters Score -1517142 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1519935.500000 Penalty: 4673.020020
	Iteration 1F: 3 clusters Score -1519936 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1520290.250000 Penalty: 4673.020020
	Iteration 2F: 3 clusters Score -1520290 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1520530.625000 Penalty: 4673.020020
	Iteration 3F: 3 clusters Score -1520531 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1520720.750000 Penalty: 4673.020020
	Iteration 4Q: 3 clusters Score -1520721 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1520903.875000 Penalty: 4673.020020
	Iteration 5Q: 3 clusters Score -1520904 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1521057.375000 Penalty: 4673.020020
	Iteration 6Q: 3 clusters Score -1521057 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1521228.500000 Penalty: 4673.020020
	Iteration 7Q: 3 clusters Score -1521228 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1521407.375000 Penalty: 4673.020020
	Iteration 8Q: 3 clusters Score -1521407 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1521577.375000 Penalty: 4673.020020
	Iteration 9Q: 3 clusters Score -1521577 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1521754.750000 Penalty: 4673.020020
	Iteration 10Q: 3 clusters Score -1521755 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1521901.750000 Penalty: 4673.020020
	Iteration 11Q: 3 clusters Score -1521902 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1522037.875000 Penalty: 4673.020020
	Iteration 12Q: 3 clusters Score -1522038 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1522178.625000 Penalty: 4673.020020
	Iteration 13Q: 3 clusters Score -1522179 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1522313.250000 Penalty: 4673.020020
	Iteration 14Q: 3 clusters Score -1522313 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1522422.375000 Penalty: 4673.020020
	Iteration 15Q: 3 clusters Score -1522422 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1522515.250000 Penalty: 4673.020020
	Iteration 16Q: 3 clusters Score -1522515 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1522588.125000 Penalty: 4673.020020
	Iteration 17Q: 3 clusters Score -1522588 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1522679.750000 Penalty: 4673.020020
	Iteration 18Q: 3 clusters Score -1522680 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1522759.125000 Penalty: 4673.020020
	Iteration 19Q: 3 clusters Score -1522759 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1522834.500000 Penalty: 4673.020020
	Iteration 20F: 3 clusters Score -1522834 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1522902.000000 Penalty: 4673.020020
	Iteration 21Q: 3 clusters Score -1522902 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1522957.125000 Penalty: 4673.020020
	Iteration 22Q: 3 clusters Score -1522957 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1523011.625000 Penalty: 4673.020020
	Iteration 23Q: 3 clusters Score -1523012 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1523059.125000 Penalty: 4673.020020
	Iteration 24Q: 3 clusters Score -1523059 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1523106.500000 Penalty: 4673.020020
	Iteration 25Q: 3 clusters Score -1523106 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1523140.375000 Penalty: 4673.020020
	Iteration 26Q: 3 clusters Score -1523140 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1523167.250000 Penalty: 4673.020020
	Iteration 27Q: 3 clusters Score -1523167 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1523187.250000 Penalty: 4673.020020
	Iteration 28Q: 3 clusters Score -1523187 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1523210.250000 Penalty: 4673.020020
	Iteration 29Q: 3 clusters Score -1523210 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1523230.750000 Penalty: 4673.020020
	Iteration 30Q: 3 clusters Score -1523231 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1523254.875000 Penalty: 4673.020020
	Iteration 31Q: 3 clusters Score -1523255 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1523270.125000 Penalty: 4673.020020
	Iteration 32Q: 3 clusters Score -1523270 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1523285.875000 Penalty: 4673.020020
	Iteration 33Q: 3 clusters Score -1523286 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1523296.500000 Penalty: 4673.020020
	Iteration 34Q: 3 clusters Score -1523296 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1523310.875000 Penalty: 4673.020020
	Iteration 35Q: 3 clusters Score -1523311 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1523320.875000 Penalty: 4673.020020
	Iteration 36Q: 3 clusters Score -1523321 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1523336.000000 Penalty: 4673.020020
	Iteration 37Q: 3 clusters Score -1523336 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1523343.875000 Penalty: 4673.020020
	Iteration 38Q: 3 clusters Score -1523344 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1523356.875000 Penalty: 4673.020020
	Iteration 39Q: 3 clusters Score -1523357 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1523371.625000 Penalty: 4673.020020
	Iteration 40F: 3 clusters Score -1523372 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1523384.250000 Penalty: 4673.020020
	Iteration 41Q: 3 clusters Score -1523384 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
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	Iteration 48Q: 3 clusters Score -1523437 nChanged 41
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Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1523514 nChanged 45
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	Iteration 135Q: 3 clusters Score -1524410 nChanged 1
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Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1524410.125000 Penalty: 4673.020020
	Iteration 136Q: 3 clusters Score -1524410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1524410.125000 Penalty: 4673.020020
	Iteration 137F: 3 clusters Score -1524410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Entering Unmasked Estep 
Score: -1011560.875000 Penalty: 2251.020264
	Iteration 0F: 2 clusters Score -1011561 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 4389 members 
Entering Unmasked Estep 
Score: -1004695.312500 Penalty: 4502.040527
	Iteration 0F: 3 clusters Score -1004695 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1006638.500000 Penalty: 4502.040527
	Iteration 1F: 3 clusters Score -1006638 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1006910.812500 Penalty: 4502.040527
	Iteration 2F: 3 clusters Score -1006911 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1007086.937500 Penalty: 4502.040527
	Iteration 3Q: 3 clusters Score -1007087 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1007216.937500 Penalty: 4502.040527
	Iteration 4Q: 3 clusters Score -1007217 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1007323.750000 Penalty: 4502.040527
	Iteration 5Q: 3 clusters Score -1007324 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1007415.812500 Penalty: 4502.040527
	Iteration 6Q: 3 clusters Score -1007416 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1007512.125000 Penalty: 4502.040527
	Iteration 7Q: 3 clusters Score -1007512 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1007599.937500 Penalty: 4502.040527
	Iteration 8Q: 3 clusters Score -1007600 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1007684.812500 Penalty: 4502.040527
	Iteration 9Q: 3 clusters Score -1007685 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1007782.875000 Penalty: 4502.040527
	Iteration 10Q: 3 clusters Score -1007783 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1007885.500000 Penalty: 4502.040527
	Iteration 11Q: 3 clusters Score -1007886 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1008003.000000 Penalty: 4502.040527
	Iteration 12Q: 3 clusters Score -1008003 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1008137.312500 Penalty: 4502.040527
	Iteration 13Q: 3 clusters Score -1008137 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1008282.250000 Penalty: 4502.040527
	Iteration 14Q: 3 clusters Score -1008282 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1008449.312500 Penalty: 4502.040527
	Iteration 15Q: 3 clusters Score -1008449 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1008636.125000 Penalty: 4502.040527
	Iteration 16Q: 3 clusters Score -1008636 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1008804.687500 Penalty: 4502.040527
	Iteration 17Q: 3 clusters Score -1008805 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1008964.625000 Penalty: 4502.040527
	Iteration 18Q: 3 clusters Score -1008965 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1009106.125000 Penalty: 4502.040527
	Iteration 19Q: 3 clusters Score -1009106 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1009220.750000 Penalty: 4502.040527
	Iteration 20F: 3 clusters Score -1009221 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1009310.250000 Penalty: 4502.040527
	Iteration 21Q: 3 clusters Score -1009310 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1009383.687500 Penalty: 4502.040527
	Iteration 22Q: 3 clusters Score -1009384 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1009442.250000 Penalty: 4502.040527
	Iteration 23Q: 3 clusters Score -1009442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1009481.937500 Penalty: 4502.040527
	Iteration 24Q: 3 clusters Score -1009482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1009505.375000 Penalty: 4502.040527
	Iteration 25Q: 3 clusters Score -1009505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1009524.312500 Penalty: 4502.040527
	Iteration 26Q: 3 clusters Score -1009524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1009536.375000 Penalty: 4502.040527
	Iteration 27Q: 3 clusters Score -1009536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1009542.500000 Penalty: 4502.040527
	Iteration 28Q: 3 clusters Score -1009542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1009547.625000 Penalty: 4502.040527
	Iteration 29Q: 3 clusters Score -1009548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1009552.000000 Penalty: 4502.040527
	Iteration 30Q: 3 clusters Score -1009552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1009554.812500 Penalty: 4502.040527
	Iteration 31Q: 3 clusters Score -1009555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1009556.875000 Penalty: 4502.040527
	Iteration 32Q: 3 clusters Score -1009557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1009557.312500 Penalty: 4502.040527
	Iteration 33Q: 3 clusters Score -1009557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1009560.062500 Penalty: 4502.040527
	Iteration 34Q: 3 clusters Score -1009560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1009560.312500 Penalty: 4502.040527
	Iteration 35Q: 3 clusters Score -1009560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1009562.187500 Penalty: 4502.040527
	Iteration 36Q: 3 clusters Score -1009562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1009562.187500 Penalty: 4502.040527
	Iteration 37F: 3 clusters Score -1009562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -73597.562500 Penalty: 1622.533081
	Iteration 0F: 2 clusters Score -73597.56 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 333 members 
Entering Unmasked Estep 
Score: -72047.375000 Penalty: 3245.066162
	Iteration 0F: 3 clusters Score -72047.38 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72269.273438 Penalty: 3245.066162
	Iteration 1F: 3 clusters Score -72269.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -72326.289062 Penalty: 3245.066162
	Iteration 2F: 3 clusters Score -72326.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -72355.304688 Penalty: 3245.066162
	Iteration 3Q: 3 clusters Score -72355.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -72402.632812 Penalty: 3245.066162
	Iteration 4Q: 3 clusters Score -72402.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -72453.125000 Penalty: 3245.066162
	Iteration 5Q: 3 clusters Score -72453.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -72526.523438 Penalty: 3245.066162
	Iteration 6Q: 3 clusters Score -72526.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -72622.476562 Penalty: 3245.066162
	Iteration 7Q: 3 clusters Score -72622.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -72689.210938 Penalty: 3245.066162
	Iteration 8Q: 3 clusters Score -72689.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -72760.015625 Penalty: 3245.066162
	Iteration 9Q: 3 clusters Score -72760.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -72784.460938 Penalty: 3245.066162
	Iteration 10Q: 3 clusters Score -72784.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -72799.789062 Penalty: 3245.066162
	Iteration 11Q: 3 clusters Score -72799.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -72811.445312 Penalty: 3245.066162
	Iteration 12Q: 3 clusters Score -72811.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -72831.914062 Penalty: 3245.066162
	Iteration 13Q: 3 clusters Score -72831.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -72838.898438 Penalty: 3245.066162
	Iteration 14Q: 3 clusters Score -72838.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -72842.257812 Penalty: 3245.066162
	Iteration 15Q: 3 clusters Score -72842.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -72844.570312 Penalty: 3245.066162
	Iteration 16Q: 3 clusters Score -72844.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -72852.281250 Penalty: 3245.066162
	Iteration 17F: 3 clusters Score -72852.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -72868.171875 Penalty: 3245.066162
	Iteration 18Q: 3 clusters Score -72868.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -72871.085938 Penalty: 3245.066162
	Iteration 19Q: 3 clusters Score -72871.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -72877.468750 Penalty: 3245.066162
	Iteration 20F: 3 clusters Score -72877.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -72882.429688 Penalty: 3245.066162
	Iteration 21Q: 3 clusters Score -72882.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -72882.429688 Penalty: 3245.066162
	Iteration 22F: 3 clusters Score -72882.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Entering Unmasked Estep 
Score: -673768.187500 Penalty: 2148.215332
	Iteration 0F: 2 clusters Score -673768.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -668753.312500 Penalty: 4296.430664
	Iteration 0F: 3 clusters Score -668753.3 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -670209.875000 Penalty: 4296.430664
	Iteration 1F: 3 clusters Score -670209.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -670651.812500 Penalty: 4296.430664
	Iteration 2F: 3 clusters Score -670651.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -671027.500000 Penalty: 4296.430664
	Iteration 3F: 3 clusters Score -671027.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -671365.437500 Penalty: 4296.430664
	Iteration 4F: 3 clusters Score -671365.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -671624.812500 Penalty: 4296.430664
	Iteration 5F: 3 clusters Score -671624.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -671855.687500 Penalty: 4296.430664
	Iteration 6Q: 3 clusters Score -671855.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -672046.500000 Penalty: 4296.430664
	Iteration 7Q: 3 clusters Score -672046.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -672195.125000 Penalty: 4296.430664
	Iteration 8Q: 3 clusters Score -672195.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -672304.000000 Penalty: 4296.430664
	Iteration 9Q: 3 clusters Score -672304 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -672379.187500 Penalty: 4296.430664
	Iteration 10Q: 3 clusters Score -672379.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -672440.500000 Penalty: 4296.430664
	Iteration 11Q: 3 clusters Score -672440.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -672479.500000 Penalty: 4296.430664
	Iteration 12Q: 3 clusters Score -672479.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -672511.375000 Penalty: 4296.430664
	Iteration 13Q: 3 clusters Score -672511.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -672536.250000 Penalty: 4296.430664
	Iteration 14Q: 3 clusters Score -672536.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -672551.437500 Penalty: 4296.430664
	Iteration 15Q: 3 clusters Score -672551.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -672564.062500 Penalty: 4296.430664
	Iteration 16Q: 3 clusters Score -672564.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -672579.812500 Penalty: 4296.430664
	Iteration 17Q: 3 clusters Score -672579.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -672589.062500 Penalty: 4296.430664
	Iteration 18Q: 3 clusters Score -672589.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -672595.750000 Penalty: 4296.430664
	Iteration 19Q: 3 clusters Score -672595.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -672598.062500 Penalty: 4296.430664
	Iteration 20F: 3 clusters Score -672598.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -672601.750000 Penalty: 4296.430664
	Iteration 21Q: 3 clusters Score -672601.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -672607.375000 Penalty: 4296.430664
	Iteration 22Q: 3 clusters Score -672607.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -672611.312500 Penalty: 4296.430664
	Iteration 23Q: 3 clusters Score -672611.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -672616.750000 Penalty: 4296.430664
	Iteration 24Q: 3 clusters Score -672616.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -672620.312500 Penalty: 4296.430664
	Iteration 25Q: 3 clusters Score -672620.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -672622.750000 Penalty: 4296.430664
	Iteration 26Q: 3 clusters Score -672622.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -672623.937500 Penalty: 4296.430664
	Iteration 27Q: 3 clusters Score -672623.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -672623.937500 Penalty: 4296.430664
	Iteration 28F: 3 clusters Score -672623.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Entering Unmasked Estep 
Score: -2302349.750000 Penalty: 2442.821533
	Iteration 0F: 2 clusters Score -2302350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2288859.750000 Penalty: 4885.643066
	Iteration 0F: 3 clusters Score -2288860 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2293795.250000 Penalty: 4885.643066
	Iteration 1F: 3 clusters Score -2293795 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2294735.000000 Penalty: 4885.643066
	Iteration 2F: 3 clusters Score -2294735 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2295578.750000 Penalty: 4885.643066
	Iteration 3F: 3 clusters Score -2295579 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2296369.000000 Penalty: 4885.643066
	Iteration 4F: 3 clusters Score -2296369 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2297089.250000 Penalty: 4885.643066
	Iteration 5F: 3 clusters Score -2297089 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2297731.250000 Penalty: 4885.643066
	Iteration 6F: 3 clusters Score -2297731 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2298357.750000 Penalty: 4885.643066
	Iteration 7Q: 3 clusters Score -2298358 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2298976.000000 Penalty: 4885.643066
	Iteration 8Q: 3 clusters Score -2298976 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2299503.250000 Penalty: 4885.643066
	Iteration 9Q: 3 clusters Score -2299503 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2299899.750000 Penalty: 4885.643066
	Iteration 10Q: 3 clusters Score -2299900 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2300145.750000 Penalty: 4885.643066
	Iteration 11Q: 3 clusters Score -2300146 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2300331.000000 Penalty: 4885.643066
	Iteration 12Q: 3 clusters Score -2300331 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2300472.750000 Penalty: 4885.643066
	Iteration 13Q: 3 clusters Score -2300473 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2300577.750000 Penalty: 4885.643066
	Iteration 14Q: 3 clusters Score -2300578 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2300682.500000 Penalty: 4885.643066
	Iteration 15Q: 3 clusters Score -2300682 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2300773.250000 Penalty: 4885.643066
	Iteration 16Q: 3 clusters Score -2300773 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2300867.750000 Penalty: 4885.643066
	Iteration 17Q: 3 clusters Score -2300868 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2300937.750000 Penalty: 4885.643066
	Iteration 18Q: 3 clusters Score -2300938 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2301032.500000 Penalty: 4885.643066
	Iteration 19Q: 3 clusters Score -2301032 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2301127.000000 Penalty: 4885.643066
	Iteration 20F: 3 clusters Score -2301127 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2301227.500000 Penalty: 4885.643066
	Iteration 21Q: 3 clusters Score -2301228 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2301335.500000 Penalty: 4885.643066
	Iteration 22Q: 3 clusters Score -2301336 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2301449.750000 Penalty: 4885.643066
	Iteration 23Q: 3 clusters Score -2301450 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2301551.750000 Penalty: 4885.643066
	Iteration 24Q: 3 clusters Score -2301552 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2301640.750000 Penalty: 4885.643066
	Iteration 25Q: 3 clusters Score -2301641 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2301726.750000 Penalty: 4885.643066
	Iteration 26Q: 3 clusters Score -2301727 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2301785.000000 Penalty: 4885.643066
	Iteration 27Q: 3 clusters Score -2301785 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2301849.000000 Penalty: 4885.643066
	Iteration 28Q: 3 clusters Score -2301849 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2301901.500000 Penalty: 4885.643066
	Iteration 29Q: 3 clusters Score -2301902 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2301941.500000 Penalty: 4885.643066
	Iteration 30Q: 3 clusters Score -2301942 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2301965.000000 Penalty: 4885.643066
	Iteration 31Q: 3 clusters Score -2301965 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2301977.250000 Penalty: 4885.643066
	Iteration 32Q: 3 clusters Score -2301977 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2301985.500000 Penalty: 4885.643066
	Iteration 33Q: 3 clusters Score -2301986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2301990.750000 Penalty: 4885.643066
	Iteration 34Q: 3 clusters Score -2301991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2301998.000000 Penalty: 4885.643066
	Iteration 35Q: 3 clusters Score -2301998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2302003.500000 Penalty: 4885.643066
	Iteration 36Q: 3 clusters Score -2302004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2302009.000000 Penalty: 4885.643066
	Iteration 37Q: 3 clusters Score -2302009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2302009.250000 Penalty: 4885.643066
	Iteration 38Q: 3 clusters Score -2302009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2302012.500000 Penalty: 4885.643066
	Iteration 39Q: 3 clusters Score -2302012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2302013.750000 Penalty: 4885.643066
	Iteration 40F: 3 clusters Score -2302014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2302017.250000 Penalty: 4885.643066
	Iteration 41Q: 3 clusters Score -2302017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2302019.000000 Penalty: 4885.643066
	Iteration 42Q: 3 clusters Score -2302019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2302015.750000 Penalty: 4885.643066
	Iteration 43Q: 3 clusters Score -2302016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2302018.000000 Penalty: 4885.643066
	Iteration 44Q: 3 clusters Score -2302018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2302018.250000 Penalty: 4885.643066
	Iteration 45Q: 3 clusters Score -2302018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2302014.750000 Penalty: 4885.643066
	Iteration 46Q: 3 clusters Score -2302015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2302019.250000 Penalty: 4885.643066
	Iteration 47Q: 3 clusters Score -2302019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2302019.250000 Penalty: 4885.643066
	Iteration 48F: 3 clusters Score -2302019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Entering Unmasked Estep 
Score: -4579550.500000 Penalty: 2610.859619
	Iteration 0F: 2 clusters Score -4579550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -4554119.500000 Penalty: 5221.719238
	Iteration 0F: 3 clusters Score -4554120 nChanged 16955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -4563445.500000 Penalty: 5221.719238
	Iteration 1F: 3 clusters Score -4563446 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -4564028.500000 Penalty: 5221.719238
	Iteration 2Q: 3 clusters Score -4564028 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -4564542.500000 Penalty: 5221.719238
	Iteration 3Q: 3 clusters Score -4564542 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -4565072.000000 Penalty: 5221.719238
	Iteration 4Q: 3 clusters Score -4565072 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -4565647.000000 Penalty: 5221.719238
	Iteration 5Q: 3 clusters Score -4565647 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -4566344.000000 Penalty: 5221.719238
	Iteration 6Q: 3 clusters Score -4566344 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -4567263.000000 Penalty: 5221.719238
	Iteration 7Q: 3 clusters Score -4567263 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -4568538.000000 Penalty: 5221.719238
	Iteration 8F: 3 clusters Score -4568538 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -4570139.000000 Penalty: 5221.719238
	Iteration 9F: 3 clusters Score -4570139 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -4571910.000000 Penalty: 5221.719238
	Iteration 10F: 3 clusters Score -4571910 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -4573551.500000 Penalty: 5221.719238
	Iteration 11F: 3 clusters Score -4573552 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -4574907.500000 Penalty: 5221.719238
	Iteration 12Q: 3 clusters Score -4574908 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -4575887.500000 Penalty: 5221.719238
	Iteration 13Q: 3 clusters Score -4575888 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -4576479.500000 Penalty: 5221.719238
	Iteration 14Q: 3 clusters Score -4576480 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -4576802.500000 Penalty: 5221.719238
	Iteration 15Q: 3 clusters Score -4576802 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -4576980.500000 Penalty: 5221.719238
	Iteration 16Q: 3 clusters Score -4576980 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -4577084.500000 Penalty: 5221.719238
	Iteration 17Q: 3 clusters Score -4577084 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -4577160.000000 Penalty: 5221.719238
	Iteration 18Q: 3 clusters Score -4577160 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -4577210.000000 Penalty: 5221.719238
	Iteration 19Q: 3 clusters Score -4577210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -4577249.000000 Penalty: 5221.719238
	Iteration 20F: 3 clusters Score -4577249 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -4577276.500000 Penalty: 5221.719238
	Iteration 21Q: 3 clusters Score -4577276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -4577294.500000 Penalty: 5221.719238
	Iteration 22Q: 3 clusters Score -4577294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -4577307.000000 Penalty: 5221.719238
	Iteration 23Q: 3 clusters Score -4577307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -4577319.500000 Penalty: 5221.719238
	Iteration 24Q: 3 clusters Score -4577320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -4577327.000000 Penalty: 5221.719238
	Iteration 25Q: 3 clusters Score -4577327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -4577335.000000 Penalty: 5221.719238
	Iteration 26Q: 3 clusters Score -4577335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -4577335.000000 Penalty: 5221.719238
	Iteration 27Q: 3 clusters Score -4577335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -4577339.500000 Penalty: 5221.719238
	Iteration 28Q: 3 clusters Score -4577340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -4577339.500000 Penalty: 5221.719238
	Iteration 29Q: 3 clusters Score -4577340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -4577338.500000 Penalty: 5221.719238
	Iteration 30Q: 3 clusters Score -4577338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -4577341.000000 Penalty: 5221.719238
	Iteration 31Q: 3 clusters Score -4577341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -4577339.000000 Penalty: 5221.719238
	Iteration 32Q: 3 clusters Score -4577339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -4577339.000000 Penalty: 5221.719238
	Iteration 33F: 3 clusters Score -4577339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Entering Unmasked Estep 
Score: -845355.812500 Penalty: 2212.090820
	Iteration 0F: 2 clusters Score -845355.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -839251.562500 Penalty: 4424.181641
	Iteration 0F: 3 clusters Score -839251.6 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -841019.750000 Penalty: 4424.181641
	Iteration 1F: 3 clusters Score -841019.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -841344.062500 Penalty: 4424.181641
	Iteration 2F: 3 clusters Score -841344.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -841545.687500 Penalty: 4424.181641
	Iteration 3F: 3 clusters Score -841545.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -841692.812500 Penalty: 4424.181641
	Iteration 4Q: 3 clusters Score -841692.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -841843.625000 Penalty: 4424.181641
	Iteration 5Q: 3 clusters Score -841843.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -841974.375000 Penalty: 4424.181641
	Iteration 6Q: 3 clusters Score -841974.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -842101.375000 Penalty: 4424.181641
	Iteration 7Q: 3 clusters Score -842101.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -842213.187500 Penalty: 4424.181641
	Iteration 8Q: 3 clusters Score -842213.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -842333.125000 Penalty: 4424.181641
	Iteration 9Q: 3 clusters Score -842333.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -842460.312500 Penalty: 4424.181641
	Iteration 10Q: 3 clusters Score -842460.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -842604.937500 Penalty: 4424.181641
	Iteration 11Q: 3 clusters Score -842604.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -842735.250000 Penalty: 4424.181641
	Iteration 12Q: 3 clusters Score -842735.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -842837.062500 Penalty: 4424.181641
	Iteration 13Q: 3 clusters Score -842837.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -842941.187500 Penalty: 4424.181641
	Iteration 14Q: 3 clusters Score -842941.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -843037.437500 Penalty: 4424.181641
	Iteration 15Q: 3 clusters Score -843037.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -843126.937500 Penalty: 4424.181641
	Iteration 16Q: 3 clusters Score -843126.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -843205.875000 Penalty: 4424.181641
	Iteration 17Q: 3 clusters Score -843205.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -843276.125000 Penalty: 4424.181641
	Iteration 18Q: 3 clusters Score -843276.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -843361.312500 Penalty: 4424.181641
	Iteration 19Q: 3 clusters Score -843361.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -843432.187500 Penalty: 4424.181641
	Iteration 20F: 3 clusters Score -843432.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -843477.937500 Penalty: 4424.181641
	Iteration 21Q: 3 clusters Score -843477.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -843510.250000 Penalty: 4424.181641
	Iteration 22Q: 3 clusters Score -843510.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -843541.625000 Penalty: 4424.181641
	Iteration 23Q: 3 clusters Score -843541.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -843564.812500 Penalty: 4424.181641
	Iteration 24Q: 3 clusters Score -843564.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -843581.500000 Penalty: 4424.181641
	Iteration 25Q: 3 clusters Score -843581.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -843593.812500 Penalty: 4424.181641
	Iteration 26Q: 3 clusters Score -843593.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -843606.312500 Penalty: 4424.181641
	Iteration 27Q: 3 clusters Score -843606.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -843611.812500 Penalty: 4424.181641
	Iteration 28Q: 3 clusters Score -843611.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -843614.500000 Penalty: 4424.181641
	Iteration 29Q: 3 clusters Score -843614.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -843617.500000 Penalty: 4424.181641
	Iteration 30Q: 3 clusters Score -843617.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -843619.437500 Penalty: 4424.181641
	Iteration 31Q: 3 clusters Score -843619.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -843620.187500 Penalty: 4424.181641
	Iteration 32Q: 3 clusters Score -843620.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -843621.437500 Penalty: 4424.181641
	Iteration 33Q: 3 clusters Score -843621.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -843622.687500 Penalty: 4424.181641
	Iteration 34Q: 3 clusters Score -843622.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -843624.687500 Penalty: 4424.181641
	Iteration 35Q: 3 clusters Score -843624.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -843626.062500 Penalty: 4424.181641
	Iteration 36Q: 3 clusters Score -843626.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -843625.125000 Penalty: 4424.181641
	Iteration 37Q: 3 clusters Score -843625.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -843626.375000 Penalty: 4424.181641
	Iteration 38Q: 3 clusters Score -843626.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -843626.437500 Penalty: 4424.181641
	Iteration 39Q: 3 clusters Score -843626.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -843626.437500 Penalty: 4424.181641
	Iteration 40F: 3 clusters Score -843626.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (194209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194209 members 
Entering Unmasked Estep 
Score: -23898844.000000 Penalty: 3019.819092
	Iteration 0F: 2 clusters Score -2.389884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97283 members 
Mstep: Class 2 contains 96926 members 
Entering Unmasked Estep 
Score: -23775940.000000 Penalty: 6039.638184
	Iteration 0F: 3 clusters Score -2.377594e+07 nChanged 93351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99958 members 
Mstep: Class 2 contains 94251 members 
Entering Unmasked Estep 
Score: -23829704.000000 Penalty: 6039.638184
	Iteration 1F: 3 clusters Score -2.38297e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102064 members 
Mstep: Class 2 contains 92145 members 
Entering Unmasked Estep 
Score: -23830856.000000 Penalty: 6039.638184
	Iteration 2Q: 3 clusters Score -2.383086e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105485 members 
Mstep: Class 2 contains 88724 members 
Entering Unmasked Estep 
Score: -23832478.000000 Penalty: 6039.638184
	Iteration 3Q: 3 clusters Score -2.383248e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111014 members 
Mstep: Class 2 contains 83195 members 
Entering Unmasked Estep 
Score: -23835418.000000 Penalty: 6039.638184
	Iteration 4Q: 3 clusters Score -2.383542e+07 nChanged 9919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119353 members 
Mstep: Class 2 contains 74856 members 
Entering Unmasked Estep 
Score: -23839866.000000 Penalty: 6039.638184
	Iteration 5F: 3 clusters Score -2.383987e+07 nChanged 12775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131038 members 
Mstep: Class 2 contains 63171 members 
Entering Unmasked Estep 
Score: -23847892.000000 Penalty: 6039.638184
	Iteration 6F: 3 clusters Score -2.384789e+07 nChanged 15042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145414 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -23859278.000000 Penalty: 6039.638184
	Iteration 7F: 3 clusters Score -2.385928e+07 nChanged 15825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160973 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -23872248.000000 Penalty: 6039.638184
	Iteration 8F: 3 clusters Score -2.387225e+07 nChanged 14058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174993 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -23882888.000000 Penalty: 6039.638184
	Iteration 9F: 3 clusters Score -2.388289e+07 nChanged 10101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185082 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -23889930.000000 Penalty: 6039.638184
	Iteration 10F: 3 clusters Score -2.388993e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190516 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -23893676.000000 Penalty: 6039.638184
	Iteration 11Q: 3 clusters Score -2.389368e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192740 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -23895102.000000 Penalty: 6039.638184
	Iteration 12Q: 3 clusters Score -2.38951e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193526 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -23895730.000000 Penalty: 6039.638184
	Iteration 13Q: 3 clusters Score -2.389573e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193767 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -23895944.000000 Penalty: 6039.638184
	Iteration 14Q: 3 clusters Score -2.389594e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193850 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -23896054.000000 Penalty: 6039.638184
	Iteration 15Q: 3 clusters Score -2.389605e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193879 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -23896082.000000 Penalty: 6039.638184
	Iteration 16Q: 3 clusters Score -2.389608e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193911 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -23896118.000000 Penalty: 6039.638184
	Iteration 17Q: 3 clusters Score -2.389612e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193918 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -23896130.000000 Penalty: 6039.638184
	Iteration 18Q: 3 clusters Score -2.389613e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193926 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23896138.000000 Penalty: 6039.638184
	Iteration 19Q: 3 clusters Score -2.389614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193934 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -23896148.000000 Penalty: 6039.638184
	Iteration 20F: 3 clusters Score -2.389615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193941 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23896176.000000 Penalty: 6039.638184
	Iteration 21Q: 3 clusters Score -2.389618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193941 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23896184.000000 Penalty: 6039.638184
	Iteration 22Q: 3 clusters Score -2.389618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193939 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23896176.000000 Penalty: 6039.638184
	Iteration 23Q: 3 clusters Score -2.389618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193943 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -23896182.000000 Penalty: 6039.638184
	Iteration 24Q: 3 clusters Score -2.389618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193943 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -23896176.000000 Penalty: 6039.638184
	Iteration 25Q: 3 clusters Score -2.389618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193946 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -23896190.000000 Penalty: 6039.638184
	Iteration 26Q: 3 clusters Score -2.389619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193948 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -23896188.000000 Penalty: 6039.638184
	Iteration 27Q: 3 clusters Score -2.389619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193948 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -23896198.000000 Penalty: 6039.638184
	Iteration 28Q: 3 clusters Score -2.38962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193947 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23896204.000000 Penalty: 6039.638184
	Iteration 29Q: 3 clusters Score -2.38962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193947 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23896200.000000 Penalty: 6039.638184
	Iteration 30Q: 3 clusters Score -2.38962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193947 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23896208.000000 Penalty: 6039.638184
	Iteration 31Q: 3 clusters Score -2.389621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193947 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23896208.000000 Penalty: 6039.638184
	Iteration 32F: 3 clusters Score -2.389621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Entering Unmasked Estep 
Score: -1211855.250000 Penalty: 2292.480225
	Iteration 0F: 2 clusters Score -1211855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1203942.875000 Penalty: 4584.960449
	Iteration 0F: 3 clusters Score -1203943 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1206239.750000 Penalty: 4584.960449
	Iteration 1F: 3 clusters Score -1206240 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1206543.750000 Penalty: 4584.960449
	Iteration 2F: 3 clusters Score -1206544 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1206779.625000 Penalty: 4584.960449
	Iteration 3F: 3 clusters Score -1206780 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1206958.875000 Penalty: 4584.960449
	Iteration 4Q: 3 clusters Score -1206959 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1207089.625000 Penalty: 4584.960449
	Iteration 5Q: 3 clusters Score -1207090 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1207213.375000 Penalty: 4584.960449
	Iteration 6Q: 3 clusters Score -1207213 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1207324.125000 Penalty: 4584.960449
	Iteration 7Q: 3 clusters Score -1207324 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1207401.125000 Penalty: 4584.960449
	Iteration 8Q: 3 clusters Score -1207401 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1207467.000000 Penalty: 4584.960449
	Iteration 9Q: 3 clusters Score -1207467 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1207525.875000 Penalty: 4584.960449
	Iteration 10Q: 3 clusters Score -1207526 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1207563.625000 Penalty: 4584.960449
	Iteration 11Q: 3 clusters Score -1207564 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1207594.750000 Penalty: 4584.960449
	Iteration 12Q: 3 clusters Score -1207595 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1207647.250000 Penalty: 4584.960449
	Iteration 13Q: 3 clusters Score -1207647 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1207693.125000 Penalty: 4584.960449
	Iteration 14Q: 3 clusters Score -1207693 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1207760.500000 Penalty: 4584.960449
	Iteration 15Q: 3 clusters Score -1207760 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1207834.625000 Penalty: 4584.960449
	Iteration 16Q: 3 clusters Score -1207835 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1207907.250000 Penalty: 4584.960449
	Iteration 17Q: 3 clusters Score -1207907 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1207982.250000 Penalty: 4584.960449
	Iteration 18Q: 3 clusters Score -1207982 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1208073.500000 Penalty: 4584.960449
	Iteration 19Q: 3 clusters Score -1208074 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1208188.125000 Penalty: 4584.960449
	Iteration 20F: 3 clusters Score -1208188 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1208308.875000 Penalty: 4584.960449
	Iteration 21Q: 3 clusters Score -1208309 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1208441.500000 Penalty: 4584.960449
	Iteration 22Q: 3 clusters Score -1208442 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1208604.250000 Penalty: 4584.960449
	Iteration 23Q: 3 clusters Score -1208604 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1208774.125000 Penalty: 4584.960449
	Iteration 24Q: 3 clusters Score -1208774 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1208940.625000 Penalty: 4584.960449
	Iteration 25Q: 3 clusters Score -1208941 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1209106.625000 Penalty: 4584.960449
	Iteration 26Q: 3 clusters Score -1209107 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1209248.250000 Penalty: 4584.960449
	Iteration 27Q: 3 clusters Score -1209248 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1209352.750000 Penalty: 4584.960449
	Iteration 28Q: 3 clusters Score -1209353 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1209433.750000 Penalty: 4584.960449
	Iteration 29Q: 3 clusters Score -1209434 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1209496.875000 Penalty: 4584.960449
	Iteration 30Q: 3 clusters Score -1209497 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1209557.250000 Penalty: 4584.960449
	Iteration 31Q: 3 clusters Score -1209557 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1209593.500000 Penalty: 4584.960449
	Iteration 32Q: 3 clusters Score -1209594 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1209622.125000 Penalty: 4584.960449
	Iteration 33Q: 3 clusters Score -1209622 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1209643.500000 Penalty: 4584.960449
	Iteration 34Q: 3 clusters Score -1209644 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1209661.500000 Penalty: 4584.960449
	Iteration 35Q: 3 clusters Score -1209662 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1209677.750000 Penalty: 4584.960449
	Iteration 36Q: 3 clusters Score -1209678 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1209699.625000 Penalty: 4584.960449
	Iteration 37Q: 3 clusters Score -1209700 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1209729.125000 Penalty: 4584.960449
	Iteration 38Q: 3 clusters Score -1209729 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1209758.375000 Penalty: 4584.960449
	Iteration 39Q: 3 clusters Score -1209758 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1209783.750000 Penalty: 4584.960449
	Iteration 40F: 3 clusters Score -1209784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1209801.125000 Penalty: 4584.960449
	Iteration 41Q: 3 clusters Score -1209801 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1209822.500000 Penalty: 4584.960449
	Iteration 42Q: 3 clusters Score -1209822 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1209837.375000 Penalty: 4584.960449
	Iteration 43Q: 3 clusters Score -1209837 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1209853.750000 Penalty: 4584.960449
	Iteration 44Q: 3 clusters Score -1209854 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1209893.000000 Penalty: 4584.960449
	Iteration 45Q: 3 clusters Score -1209893 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1209918.750000 Penalty: 4584.960449
	Iteration 46Q: 3 clusters Score -1209919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1209935.500000 Penalty: 4584.960449
	Iteration 47Q: 3 clusters Score -1209936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1209947.625000 Penalty: 4584.960449
	Iteration 48Q: 3 clusters Score -1209948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1209959.625000 Penalty: 4584.960449
	Iteration 49Q: 3 clusters Score -1209960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1209971.750000 Penalty: 4584.960449
	Iteration 50Q: 3 clusters Score -1209972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1209979.125000 Penalty: 4584.960449
	Iteration 51Q: 3 clusters Score -1209979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1209985.375000 Penalty: 4584.960449
	Iteration 52Q: 3 clusters Score -1209985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1209991.000000 Penalty: 4584.960449
	Iteration 53Q: 3 clusters Score -1209991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1209996.375000 Penalty: 4584.960449
	Iteration 54Q: 3 clusters Score -1209996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1209997.000000 Penalty: 4584.960449
	Iteration 55Q: 3 clusters Score -1209997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1209998.125000 Penalty: 4584.960449
	Iteration 56Q: 3 clusters Score -1209998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1210002.000000 Penalty: 4584.960449
	Iteration 57Q: 3 clusters Score -1210002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1210003.625000 Penalty: 4584.960449
	Iteration 58Q: 3 clusters Score -1210004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1210005.375000 Penalty: 4584.960449
	Iteration 59Q: 3 clusters Score -1210005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1210005.625000 Penalty: 4584.960449
	Iteration 60F: 3 clusters Score -1210006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1210008.250000 Penalty: 4584.960449
	Iteration 61Q: 3 clusters Score -1210008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1210007.750000 Penalty: 4584.960449
	Iteration 62Q: 3 clusters Score -1210008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1210007.625000 Penalty: 4584.960449
	Iteration 63Q: 3 clusters Score -1210008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1210007.625000 Penalty: 4584.960449
	Iteration 64F: 3 clusters Score -1210008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (101641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101641 members 
Entering Unmasked Estep 
Score: -12410742.000000 Penalty: 2859.242188
	Iteration 0F: 2 clusters Score -1.241074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51083 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -12342890.000000 Penalty: 5718.484375
	Iteration 0F: 3 clusters Score -1.234289e+07 nChanged 48077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -12370843.000000 Penalty: 5718.484375
	Iteration 1F: 3 clusters Score -1.237084e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57029 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -12372405.000000 Penalty: 5718.484375
	Iteration 2Q: 3 clusters Score -1.23724e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60742 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -12374807.000000 Penalty: 5718.484375
	Iteration 3F: 3 clusters Score -1.237481e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65927 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -12378447.000000 Penalty: 5718.484375
	Iteration 4F: 3 clusters Score -1.237845e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72627 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -12383508.000000 Penalty: 5718.484375
	Iteration 5F: 3 clusters Score -1.238351e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80231 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -12389775.000000 Penalty: 5718.484375
	Iteration 6F: 3 clusters Score -1.238978e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87446 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -12396145.000000 Penalty: 5718.484375
	Iteration 7F: 3 clusters Score -1.239614e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93158 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -12401495.000000 Penalty: 5718.484375
	Iteration 8F: 3 clusters Score -1.24015e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96972 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -12404990.000000 Penalty: 5718.484375
	Iteration 9Q: 3 clusters Score -1.240499e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99049 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -12406810.000000 Penalty: 5718.484375
	Iteration 10Q: 3 clusters Score -1.240681e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100024 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -12407638.000000 Penalty: 5718.484375
	Iteration 11Q: 3 clusters Score -1.240764e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100459 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -12407995.000000 Penalty: 5718.484375
	Iteration 12Q: 3 clusters Score -1.2408e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100676 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -12408167.000000 Penalty: 5718.484375
	Iteration 13Q: 3 clusters Score -1.240817e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100804 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -12408266.000000 Penalty: 5718.484375
	Iteration 14Q: 3 clusters Score -1.240827e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100879 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -12408316.000000 Penalty: 5718.484375
	Iteration 15Q: 3 clusters Score -1.240832e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100916 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -12408357.000000 Penalty: 5718.484375
	Iteration 16Q: 3 clusters Score -1.240836e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100940 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -12408377.000000 Penalty: 5718.484375
	Iteration 17Q: 3 clusters Score -1.240838e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100959 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -12408381.000000 Penalty: 5718.484375
	Iteration 18Q: 3 clusters Score -1.240838e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100974 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -12408416.000000 Penalty: 5718.484375
	Iteration 19Q: 3 clusters Score -1.240842e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100989 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -12408430.000000 Penalty: 5718.484375
	Iteration 20F: 3 clusters Score -1.240843e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101005 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -12408431.000000 Penalty: 5718.484375
	Iteration 21Q: 3 clusters Score -1.240843e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101016 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -12408448.000000 Penalty: 5718.484375
	Iteration 22Q: 3 clusters Score -1.240845e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101021 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -12408447.000000 Penalty: 5718.484375
	Iteration 23Q: 3 clusters Score -1.240845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101026 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -12408456.000000 Penalty: 5718.484375
	Iteration 24Q: 3 clusters Score -1.240846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101030 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -12408443.000000 Penalty: 5718.484375
	Iteration 25Q: 3 clusters Score -1.240844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101031 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -12408450.000000 Penalty: 5718.484375
	Iteration 26Q: 3 clusters Score -1.240845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101035 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -12408445.000000 Penalty: 5718.484375
	Iteration 27Q: 3 clusters Score -1.240844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101041 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -12408452.000000 Penalty: 5718.484375
	Iteration 28Q: 3 clusters Score -1.240845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101049 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -12408454.000000 Penalty: 5718.484375
	Iteration 29Q: 3 clusters Score -1.240845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101049 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -12408451.000000 Penalty: 5718.484375
	Iteration 30Q: 3 clusters Score -1.240845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101049 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -12408451.000000 Penalty: 5718.484375
	Iteration 31F: 3 clusters Score -1.240845e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Entering Unmasked Estep 
Score: -3254348.750000 Penalty: 2526.276123
	Iteration 0F: 2 clusters Score -3254349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -3236034.750000 Penalty: 5052.552246
	Iteration 0F: 3 clusters Score -3236035 nChanged 11967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -3242703.750000 Penalty: 5052.552246
	Iteration 1F: 3 clusters Score -3242704 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -3243288.500000 Penalty: 5052.552246
	Iteration 2F: 3 clusters Score -3243288 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -3243908.500000 Penalty: 5052.552246
	Iteration 3F: 3 clusters Score -3243908 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -3244530.750000 Penalty: 5052.552246
	Iteration 4F: 3 clusters Score -3244531 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -3245149.250000 Penalty: 5052.552246
	Iteration 5F: 3 clusters Score -3245149 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -3245810.750000 Penalty: 5052.552246
	Iteration 6F: 3 clusters Score -3245811 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -3246555.250000 Penalty: 5052.552246
	Iteration 7F: 3 clusters Score -3246555 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -3247452.250000 Penalty: 5052.552246
	Iteration 8F: 3 clusters Score -3247452 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -3248401.500000 Penalty: 5052.552246
	Iteration 9F: 3 clusters Score -3248402 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -3249342.750000 Penalty: 5052.552246
	Iteration 10Q: 3 clusters Score -3249343 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -3250167.250000 Penalty: 5052.552246
	Iteration 11Q: 3 clusters Score -3250167 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -3250908.500000 Penalty: 5052.552246
	Iteration 12Q: 3 clusters Score -3250908 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -3251381.250000 Penalty: 5052.552246
	Iteration 13Q: 3 clusters Score -3251381 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -3251698.500000 Penalty: 5052.552246
	Iteration 14Q: 3 clusters Score -3251698 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -3251916.750000 Penalty: 5052.552246
	Iteration 15Q: 3 clusters Score -3251917 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -3252063.750000 Penalty: 5052.552246
	Iteration 16Q: 3 clusters Score -3252064 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -3252145.750000 Penalty: 5052.552246
	Iteration 17Q: 3 clusters Score -3252146 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -3252229.250000 Penalty: 5052.552246
	Iteration 18Q: 3 clusters Score -3252229 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -3252261.500000 Penalty: 5052.552246
	Iteration 19Q: 3 clusters Score -3252262 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -3252294.500000 Penalty: 5052.552246
	Iteration 20F: 3 clusters Score -3252294 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -3252321.750000 Penalty: 5052.552246
	Iteration 21Q: 3 clusters Score -3252322 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -3252354.000000 Penalty: 5052.552246
	Iteration 22Q: 3 clusters Score -3252354 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -3252392.750000 Penalty: 5052.552246
	Iteration 23Q: 3 clusters Score -3252393 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -3252423.250000 Penalty: 5052.552246
	Iteration 24Q: 3 clusters Score -3252423 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -3252451.500000 Penalty: 5052.552246
	Iteration 25Q: 3 clusters Score -3252452 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -3252491.750000 Penalty: 5052.552246
	Iteration 26Q: 3 clusters Score -3252492 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -3252547.500000 Penalty: 5052.552246
	Iteration 27Q: 3 clusters Score -3252548 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -3252577.750000 Penalty: 5052.552246
	Iteration 28Q: 3 clusters Score -3252578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3252599.500000 Penalty: 5052.552246
	Iteration 29Q: 3 clusters Score -3252600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3252638.250000 Penalty: 5052.552246
	Iteration 30Q: 3 clusters Score -3252638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -3252667.750000 Penalty: 5052.552246
	Iteration 31Q: 3 clusters Score -3252668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -3252681.500000 Penalty: 5052.552246
	Iteration 32Q: 3 clusters Score -3252682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -3252694.250000 Penalty: 5052.552246
	Iteration 33Q: 3 clusters Score -3252694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -3252698.500000 Penalty: 5052.552246
	Iteration 34Q: 3 clusters Score -3252698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -3252704.250000 Penalty: 5052.552246
	Iteration 35Q: 3 clusters Score -3252704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -3252713.500000 Penalty: 5052.552246
	Iteration 36Q: 3 clusters Score -3252714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -3252723.750000 Penalty: 5052.552246
	Iteration 37Q: 3 clusters Score -3252724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3252722.750000 Penalty: 5052.552246
	Iteration 38Q: 3 clusters Score -3252723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3252727.500000 Penalty: 5052.552246
	Iteration 39Q: 3 clusters Score -3252728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3252727.000000 Penalty: 5052.552246
	Iteration 40F: 3 clusters Score -3252727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -3252723.250000 Penalty: 5052.552246
	Iteration 41Q: 3 clusters Score -3252723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -3252723.500000 Penalty: 5052.552246
	Iteration 42Q: 3 clusters Score -3252724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -3252725.750000 Penalty: 5052.552246
	Iteration 43Q: 3 clusters Score -3252726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -3252731.750000 Penalty: 5052.552246
	Iteration 44Q: 3 clusters Score -3252732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -3252731.750000 Penalty: 5052.552246
	Iteration 45F: 3 clusters Score -3252732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Entering Unmasked Estep 
Score: -3738179.000000 Penalty: 2577.848145
	Iteration 0F: 2 clusters Score -3738179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -3715826.000000 Penalty: 5155.696289
	Iteration 0F: 3 clusters Score -3715826 nChanged 14916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -3724238.000000 Penalty: 5155.696289
	Iteration 1F: 3 clusters Score -3724238 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -3724909.250000 Penalty: 5155.696289
	Iteration 2F: 3 clusters Score -3724909 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3725607.750000 Penalty: 5155.696289
	Iteration 3F: 3 clusters Score -3725608 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -3726379.000000 Penalty: 5155.696289
	Iteration 4F: 3 clusters Score -3726379 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -3727152.750000 Penalty: 5155.696289
	Iteration 5Q: 3 clusters Score -3727153 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -3727937.750000 Penalty: 5155.696289
	Iteration 6Q: 3 clusters Score -3727938 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -3728729.500000 Penalty: 5155.696289
	Iteration 7Q: 3 clusters Score -3728730 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -3729449.750000 Penalty: 5155.696289
	Iteration 8Q: 3 clusters Score -3729450 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3730198.500000 Penalty: 5155.696289
	Iteration 9Q: 3 clusters Score -3730198 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3730947.750000 Penalty: 5155.696289
	Iteration 10Q: 3 clusters Score -3730948 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -3731667.500000 Penalty: 5155.696289
	Iteration 11Q: 3 clusters Score -3731668 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -3732246.750000 Penalty: 5155.696289
	Iteration 12Q: 3 clusters Score -3732247 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -3732633.250000 Penalty: 5155.696289
	Iteration 13Q: 3 clusters Score -3732633 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -3732894.500000 Penalty: 5155.696289
	Iteration 14Q: 3 clusters Score -3732894 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3733124.000000 Penalty: 5155.696289
	Iteration 15Q: 3 clusters Score -3733124 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -3733296.250000 Penalty: 5155.696289
	Iteration 16Q: 3 clusters Score -3733296 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -3733456.750000 Penalty: 5155.696289
	Iteration 17Q: 3 clusters Score -3733457 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -3733588.500000 Penalty: 5155.696289
	Iteration 18Q: 3 clusters Score -3733588 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -3733694.750000 Penalty: 5155.696289
	Iteration 19Q: 3 clusters Score -3733695 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -3733772.750000 Penalty: 5155.696289
	Iteration 20F: 3 clusters Score -3733773 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -3733868.250000 Penalty: 5155.696289
	Iteration 21Q: 3 clusters Score -3733868 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -3733948.750000 Penalty: 5155.696289
	Iteration 22Q: 3 clusters Score -3733949 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -3734017.250000 Penalty: 5155.696289
	Iteration 23Q: 3 clusters Score -3734017 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -3734102.000000 Penalty: 5155.696289
	Iteration 24Q: 3 clusters Score -3734102 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -3734155.250000 Penalty: 5155.696289
	Iteration 25Q: 3 clusters Score -3734155 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -3734229.500000 Penalty: 5155.696289
	Iteration 26Q: 3 clusters Score -3734230 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -3734303.750000 Penalty: 5155.696289
	Iteration 27Q: 3 clusters Score -3734304 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -3734346.500000 Penalty: 5155.696289
	Iteration 28Q: 3 clusters Score -3734346 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -3734394.750000 Penalty: 5155.696289
	Iteration 29Q: 3 clusters Score -3734395 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -3734458.250000 Penalty: 5155.696289
	Iteration 30Q: 3 clusters Score -3734458 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -3734526.750000 Penalty: 5155.696289
	Iteration 31Q: 3 clusters Score -3734527 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -3734601.250000 Penalty: 5155.696289
	Iteration 32Q: 3 clusters Score -3734601 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -3734712.750000 Penalty: 5155.696289
	Iteration 33Q: 3 clusters Score -3734713 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -3734824.500000 Penalty: 5155.696289
	Iteration 34Q: 3 clusters Score -3734824 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -3734975.750000 Penalty: 5155.696289
	Iteration 35Q: 3 clusters Score -3734976 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -3735155.750000 Penalty: 5155.696289
	Iteration 36Q: 3 clusters Score -3735156 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -3735355.000000 Penalty: 5155.696289
	Iteration 37Q: 3 clusters Score -3735355 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -3735560.750000 Penalty: 5155.696289
	Iteration 38Q: 3 clusters Score -3735561 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -3735745.500000 Penalty: 5155.696289
	Iteration 39Q: 3 clusters Score -3735746 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -3735943.750000 Penalty: 5155.696289
	Iteration 40F: 3 clusters Score -3735944 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -3736094.750000 Penalty: 5155.696289
	Iteration 41Q: 3 clusters Score -3736095 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -3736181.500000 Penalty: 5155.696289
	Iteration 42Q: 3 clusters Score -3736182 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -3736257.000000 Penalty: 5155.696289
	Iteration 43Q: 3 clusters Score -3736257 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -3736347.500000 Penalty: 5155.696289
	Iteration 44Q: 3 clusters Score -3736348 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -3736418.500000 Penalty: 5155.696289
	Iteration 45Q: 3 clusters Score -3736418 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -3736502.250000 Penalty: 5155.696289
	Iteration 46Q: 3 clusters Score -3736502 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -3736580.500000 Penalty: 5155.696289
	Iteration 47Q: 3 clusters Score -3736580 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -3736677.500000 Penalty: 5155.696289
	Iteration 48Q: 3 clusters Score -3736678 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -3736791.750000 Penalty: 5155.696289
	Iteration 49Q: 3 clusters Score -3736792 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -3736987.000000 Penalty: 5155.696289
	Iteration 50Q: 3 clusters Score -3736987 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -3737173.250000 Penalty: 5155.696289
	Iteration 51Q: 3 clusters Score -3737173 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -3737266.500000 Penalty: 5155.696289
	Iteration 52Q: 3 clusters Score -3737266 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3737295.500000 Penalty: 5155.696289
	Iteration 53Q: 3 clusters Score -3737296 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3737329.500000 Penalty: 5155.696289
	Iteration 54Q: 3 clusters Score -3737330 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3737345.250000 Penalty: 5155.696289
	Iteration 55Q: 3 clusters Score -3737345 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3737358.500000 Penalty: 5155.696289
	Iteration 56Q: 3 clusters Score -3737358 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3737373.250000 Penalty: 5155.696289
	Iteration 57Q: 3 clusters Score -3737373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3737370.750000 Penalty: 5155.696289
	Iteration 58Q: 3 clusters Score -3737371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3737364.250000 Penalty: 5155.696289
	Iteration 59Q: 3 clusters Score -3737364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3737366.750000 Penalty: 5155.696289
	Iteration 60F: 3 clusters Score -3737367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3737374.500000 Penalty: 5155.696289
	Iteration 61Q: 3 clusters Score -3737374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3737377.250000 Penalty: 5155.696289
	Iteration 62Q: 3 clusters Score -3737377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -3737374.750000 Penalty: 5155.696289
	Iteration 63Q: 3 clusters Score -3737375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3737378.000000 Penalty: 5155.696289
	Iteration 64Q: 3 clusters Score -3737378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -3737378.750000 Penalty: 5155.696289
	Iteration 65Q: 3 clusters Score -3737379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -3737378.750000 Penalty: 5155.696289
	Iteration 66F: 3 clusters Score -3737379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -46365.265625 Penalty: 1518.378174
	Iteration 0F: 2 clusters Score -46365.27 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 221 members 
Entering Unmasked Estep 
Score: -45021.210938 Penalty: 3036.756348
	Iteration 0F: 3 clusters Score -45021.21 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45437.406250 Penalty: 3036.756348
	Iteration 1F: 3 clusters Score -45437.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45660.308594 Penalty: 3036.756348
	Iteration 2F: 3 clusters Score -45660.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -45755.644531 Penalty: 3036.756348
	Iteration 3Q: 3 clusters Score -45755.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -45889.714844 Penalty: 3036.756348
	Iteration 4Q: 3 clusters Score -45889.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -46014.402344 Penalty: 3036.756348
	Iteration 5Q: 3 clusters Score -46014.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -46177.832031 Penalty: 3036.756348
	Iteration 6Q: 3 clusters Score -46177.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -46396.683594 Penalty: 3036.756348
	Iteration 7Q: 3 clusters Score -46396.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -46648.992188 Penalty: 3036.756348
	Iteration 8Q: 3 clusters Score -46648.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -46693.078125 Penalty: 3036.756348
	Iteration 9Q: 3 clusters Score -46693.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -46713.593750 Penalty: 3036.756348
	Iteration 10Q: 3 clusters Score -46713.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -46720.550781 Penalty: 3036.756348
	Iteration 11Q: 3 clusters Score -46720.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -46725.269531 Penalty: 3036.756348
	Iteration 12Q: 3 clusters Score -46725.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -46725.523438 Penalty: 3036.756348
	Iteration 13F: 3 clusters Score -46725.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46734.320312 Penalty: 3036.756348
	Iteration 14Q: 3 clusters Score -46734.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46734.320312 Penalty: 3036.756348
	Iteration 15F: 3 clusters Score -46734.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 105585 members 
Mstep: Class 2 contains 67830 members 
Mstep: Class 3 contains 17095 members 
Mstep: Class 4 contains 30777 members 
Mstep: Class 5 contains 12350 members 
Mstep: Class 6 contains 8749 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5780 members 
Mstep: Class 9 contains 18960 members 
Mstep: Class 10 contains 37334 members 
Mstep: Class 11 contains 7478 members 
Mstep: Class 12 contains 194209 members 
Mstep: Class 13 contains 10341 members 
Mstep: Class 14 contains 101641 members 
Mstep: Class 15 contains 26545 members 
Mstep: Class 16 contains 32681 members 
Mstep: Class 17 contains 286 members 
Mstep: Class 18 contains 126400 members 
Mstep: Class 19 contains 20532 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 228770 members 
Mstep: Class 22 contains 55370 members 
Mstep: Class 23 contains 18371 members 
Mstep: Class 24 contains 153330 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7867 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31200 members 
Mstep: Class 30 contains 170 members 
Entering Unmasked Estep 
Score: -158466544.000000 Penalty: 104923.953125
Splitting cluster 17 changes total score from -158468112.000000 to -158466544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (126400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126400 members 
Entering Unmasked Estep 
Score: -15450539.000000 Penalty: 2913.307373
	Iteration 0F: 2 clusters Score -1.545054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63433 members 
Mstep: Class 2 contains 62967 members 
Entering Unmasked Estep 
Score: -15365919.000000 Penalty: 5826.614746
	Iteration 0F: 3 clusters Score -1.536592e+07 nChanged 60329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66240 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -15400434.000000 Penalty: 5826.614746
	Iteration 1F: 3 clusters Score -1.540043e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 58474 members 
Entering Unmasked Estep 
Score: -15401541.000000 Penalty: 5826.614746
	Iteration 2Q: 3 clusters Score -1.540154e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70551 members 
Mstep: Class 2 contains 55849 members 
Entering Unmasked Estep 
Score: -15403125.000000 Penalty: 5826.614746
	Iteration 3Q: 3 clusters Score -1.540312e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74556 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -15405327.000000 Penalty: 5826.614746
	Iteration 4Q: 3 clusters Score -1.540533e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80474 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -15408993.000000 Penalty: 5826.614746
	Iteration 5F: 3 clusters Score -1.540899e+07 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88595 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -15414637.000000 Penalty: 5826.614746
	Iteration 6F: 3 clusters Score -1.541464e+07 nChanged 10535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98826 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -15423373.000000 Penalty: 5826.614746
	Iteration 7F: 3 clusters Score -1.542337e+07 nChanged 10649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109321 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -15433036.000000 Penalty: 5826.614746
	Iteration 8F: 3 clusters Score -1.543304e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117390 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -15440498.000000 Penalty: 5826.614746
	Iteration 9F: 3 clusters Score -1.54405e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122024 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -15444610.000000 Penalty: 5826.614746
	Iteration 10Q: 3 clusters Score -1.544461e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124241 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -15446500.000000 Penalty: 5826.614746
	Iteration 11Q: 3 clusters Score -1.54465e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125177 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -15447396.000000 Penalty: 5826.614746
	Iteration 12Q: 3 clusters Score -1.54474e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125530 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -15447725.000000 Penalty: 5826.614746
	Iteration 13Q: 3 clusters Score -1.544772e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125677 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -15447887.000000 Penalty: 5826.614746
	Iteration 14Q: 3 clusters Score -1.544789e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125758 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -15448007.000000 Penalty: 5826.614746
	Iteration 15Q: 3 clusters Score -1.544801e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125798 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -15448095.000000 Penalty: 5826.614746
	Iteration 16Q: 3 clusters Score -1.54481e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125814 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -15448109.000000 Penalty: 5826.614746
	Iteration 17Q: 3 clusters Score -1.544811e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125826 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -15448130.000000 Penalty: 5826.614746
	Iteration 18Q: 3 clusters Score -1.544813e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125842 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -15448153.000000 Penalty: 5826.614746
	Iteration 19Q: 3 clusters Score -1.544815e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125853 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -15448164.000000 Penalty: 5826.614746
	Iteration 20F: 3 clusters Score -1.544816e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125856 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -15448197.000000 Penalty: 5826.614746
	Iteration 21Q: 3 clusters Score -1.54482e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125853 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -15448194.000000 Penalty: 5826.614746
	Iteration 22Q: 3 clusters Score -1.544819e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125857 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -15448197.000000 Penalty: 5826.614746
	Iteration 23Q: 3 clusters Score -1.54482e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125861 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -15448214.000000 Penalty: 5826.614746
	Iteration 24Q: 3 clusters Score -1.544821e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125868 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -15448226.000000 Penalty: 5826.614746
	Iteration 25Q: 3 clusters Score -1.544823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125870 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -15448222.000000 Penalty: 5826.614746
	Iteration 26Q: 3 clusters Score -1.544822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125872 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -15448232.000000 Penalty: 5826.614746
	Iteration 27Q: 3 clusters Score -1.544823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125875 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -15448237.000000 Penalty: 5826.614746
	Iteration 28Q: 3 clusters Score -1.544824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125876 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -15448234.000000 Penalty: 5826.614746
	Iteration 29Q: 3 clusters Score -1.544823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125878 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -15448235.000000 Penalty: 5826.614746
	Iteration 30Q: 3 clusters Score -1.544824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125880 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -15448238.000000 Penalty: 5826.614746
	Iteration 31Q: 3 clusters Score -1.544824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125882 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -15448241.000000 Penalty: 5826.614746
	Iteration 32Q: 3 clusters Score -1.544824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125883 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -15448236.000000 Penalty: 5826.614746
	Iteration 33Q: 3 clusters Score -1.544824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125883 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -15448245.000000 Penalty: 5826.614746
	Iteration 34Q: 3 clusters Score -1.544824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125885 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -15448248.000000 Penalty: 5826.614746
	Iteration 35Q: 3 clusters Score -1.544825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125886 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -15448252.000000 Penalty: 5826.614746
	Iteration 36Q: 3 clusters Score -1.544825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125883 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -15448254.000000 Penalty: 5826.614746
	Iteration 37Q: 3 clusters Score -1.544825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125886 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -15448248.000000 Penalty: 5826.614746
	Iteration 38Q: 3 clusters Score -1.544825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125888 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -15448254.000000 Penalty: 5826.614746
	Iteration 39Q: 3 clusters Score -1.544825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125891 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -15448253.000000 Penalty: 5826.614746
	Iteration 40F: 3 clusters Score -1.544825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125893 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -15448260.000000 Penalty: 5826.614746
	Iteration 41Q: 3 clusters Score -1.544826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125891 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -15448257.000000 Penalty: 5826.614746
	Iteration 42Q: 3 clusters Score -1.544826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125889 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -15448256.000000 Penalty: 5826.614746
	Iteration 43Q: 3 clusters Score -1.544826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125888 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -15448257.000000 Penalty: 5826.614746
	Iteration 44Q: 3 clusters Score -1.544826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125888 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -15448257.000000 Penalty: 5826.614746
	Iteration 45F: 3 clusters Score -1.544826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Entering Unmasked Estep 
Score: -2494603.750000 Penalty: 2462.575439
	Iteration 0F: 2 clusters Score -2494604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2480148.000000 Penalty: 4925.150879
	Iteration 0F: 3 clusters Score -2480148 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2485088.000000 Penalty: 4925.150879
	Iteration 1F: 3 clusters Score -2485088 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2485573.500000 Penalty: 4925.150879
	Iteration 2F: 3 clusters Score -2485574 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2486087.500000 Penalty: 4925.150879
	Iteration 3F: 3 clusters Score -2486088 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2486723.750000 Penalty: 4925.150879
	Iteration 4F: 3 clusters Score -2486724 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2487548.000000 Penalty: 4925.150879
	Iteration 5F: 3 clusters Score -2487548 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2488471.500000 Penalty: 4925.150879
	Iteration 6F: 3 clusters Score -2488472 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2489388.500000 Penalty: 4925.150879
	Iteration 7F: 3 clusters Score -2489388 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2490236.250000 Penalty: 4925.150879
	Iteration 8F: 3 clusters Score -2490236 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2490916.750000 Penalty: 4925.150879
	Iteration 9Q: 3 clusters Score -2490917 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2491419.500000 Penalty: 4925.150879
	Iteration 10Q: 3 clusters Score -2491420 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -2491732.500000 Penalty: 4925.150879
	Iteration 11Q: 3 clusters Score -2491732 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2491930.500000 Penalty: 4925.150879
	Iteration 12Q: 3 clusters Score -2491930 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2492048.500000 Penalty: 4925.150879
	Iteration 13Q: 3 clusters Score -2492048 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2492121.500000 Penalty: 4925.150879
	Iteration 14Q: 3 clusters Score -2492122 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2492201.250000 Penalty: 4925.150879
	Iteration 15Q: 3 clusters Score -2492201 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2492255.000000 Penalty: 4925.150879
	Iteration 16Q: 3 clusters Score -2492255 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2492279.750000 Penalty: 4925.150879
	Iteration 17Q: 3 clusters Score -2492280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2492321.000000 Penalty: 4925.150879
	Iteration 18Q: 3 clusters Score -2492321 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2492348.500000 Penalty: 4925.150879
	Iteration 19Q: 3 clusters Score -2492348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2492372.500000 Penalty: 4925.150879
	Iteration 20F: 3 clusters Score -2492372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -2492397.000000 Penalty: 4925.150879
	Iteration 21Q: 3 clusters Score -2492397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -2492396.750000 Penalty: 4925.150879
	Iteration 22Q: 3 clusters Score -2492397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2492400.000000 Penalty: 4925.150879
	Iteration 23Q: 3 clusters Score -2492400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2492399.500000 Penalty: 4925.150879
	Iteration 24Q: 3 clusters Score -2492400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2492401.500000 Penalty: 4925.150879
	Iteration 25Q: 3 clusters Score -2492402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2492404.750000 Penalty: 4925.150879
	Iteration 26Q: 3 clusters Score -2492405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2492405.000000 Penalty: 4925.150879
	Iteration 27Q: 3 clusters Score -2492405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2492405.000000 Penalty: 4925.150879
	Iteration 28F: 3 clusters Score -2492405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Entering Unmasked Estep 
Score: -1196588.625000 Penalty: 2285.623291
	Iteration 0F: 2 clusters Score -1196589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1188939.500000 Penalty: 4571.246582
	Iteration 0F: 3 clusters Score -1188940 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1191314.250000 Penalty: 4571.246582
	Iteration 1F: 3 clusters Score -1191314 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1191771.750000 Penalty: 4571.246582
	Iteration 2F: 3 clusters Score -1191772 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1192196.625000 Penalty: 4571.246582
	Iteration 3F: 3 clusters Score -1192197 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1192572.875000 Penalty: 4571.246582
	Iteration 4F: 3 clusters Score -1192573 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1192921.500000 Penalty: 4571.246582
	Iteration 5F: 3 clusters Score -1192922 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1193238.750000 Penalty: 4571.246582
	Iteration 6Q: 3 clusters Score -1193239 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1193509.500000 Penalty: 4571.246582
	Iteration 7Q: 3 clusters Score -1193510 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1193733.000000 Penalty: 4571.246582
	Iteration 8Q: 3 clusters Score -1193733 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1193920.875000 Penalty: 4571.246582
	Iteration 9Q: 3 clusters Score -1193921 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1194052.875000 Penalty: 4571.246582
	Iteration 10Q: 3 clusters Score -1194053 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1194158.625000 Penalty: 4571.246582
	Iteration 11Q: 3 clusters Score -1194159 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1194258.875000 Penalty: 4571.246582
	Iteration 12Q: 3 clusters Score -1194259 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1194349.125000 Penalty: 4571.246582
	Iteration 13Q: 3 clusters Score -1194349 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1194428.125000 Penalty: 4571.246582
	Iteration 14Q: 3 clusters Score -1194428 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1194503.125000 Penalty: 4571.246582
	Iteration 15Q: 3 clusters Score -1194503 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1194582.375000 Penalty: 4571.246582
	Iteration 16Q: 3 clusters Score -1194582 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1194672.250000 Penalty: 4571.246582
	Iteration 17Q: 3 clusters Score -1194672 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1194758.750000 Penalty: 4571.246582
	Iteration 18Q: 3 clusters Score -1194759 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1194820.250000 Penalty: 4571.246582
	Iteration 19Q: 3 clusters Score -1194820 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1194875.000000 Penalty: 4571.246582
	Iteration 20F: 3 clusters Score -1194875 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1194920.000000 Penalty: 4571.246582
	Iteration 21Q: 3 clusters Score -1194920 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1194958.625000 Penalty: 4571.246582
	Iteration 22Q: 3 clusters Score -1194959 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1194991.750000 Penalty: 4571.246582
	Iteration 23Q: 3 clusters Score -1194992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1195014.875000 Penalty: 4571.246582
	Iteration 24Q: 3 clusters Score -1195015 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1195042.375000 Penalty: 4571.246582
	Iteration 25Q: 3 clusters Score -1195042 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1195065.625000 Penalty: 4571.246582
	Iteration 26Q: 3 clusters Score -1195066 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1195079.625000 Penalty: 4571.246582
	Iteration 27Q: 3 clusters Score -1195080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1195096.500000 Penalty: 4571.246582
	Iteration 28Q: 3 clusters Score -1195096 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1195112.125000 Penalty: 4571.246582
	Iteration 29Q: 3 clusters Score -1195112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1195120.125000 Penalty: 4571.246582
	Iteration 30Q: 3 clusters Score -1195120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1195132.000000 Penalty: 4571.246582
	Iteration 31Q: 3 clusters Score -1195132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1195138.000000 Penalty: 4571.246582
	Iteration 32Q: 3 clusters Score -1195138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1195144.750000 Penalty: 4571.246582
	Iteration 33Q: 3 clusters Score -1195145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1195150.375000 Penalty: 4571.246582
	Iteration 34Q: 3 clusters Score -1195150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1195153.750000 Penalty: 4571.246582
	Iteration 35Q: 3 clusters Score -1195154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1195159.375000 Penalty: 4571.246582
	Iteration 36Q: 3 clusters Score -1195159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1195164.000000 Penalty: 4571.246582
	Iteration 37Q: 3 clusters Score -1195164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1195169.500000 Penalty: 4571.246582
	Iteration 38Q: 3 clusters Score -1195170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1195169.875000 Penalty: 4571.246582
	Iteration 39Q: 3 clusters Score -1195170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1195171.000000 Penalty: 4571.246582
	Iteration 40F: 3 clusters Score -1195171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1195172.375000 Penalty: 4571.246582
	Iteration 41Q: 3 clusters Score -1195172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1195176.250000 Penalty: 4571.246582
	Iteration 42Q: 3 clusters Score -1195176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1195178.250000 Penalty: 4571.246582
	Iteration 43Q: 3 clusters Score -1195178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1195182.500000 Penalty: 4571.246582
	Iteration 44Q: 3 clusters Score -1195182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1195182.375000 Penalty: 4571.246582
	Iteration 45Q: 3 clusters Score -1195182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1195182.750000 Penalty: 4571.246582
	Iteration 46Q: 3 clusters Score -1195183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1195186.875000 Penalty: 4571.246582
	Iteration 47Q: 3 clusters Score -1195187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1195186.875000 Penalty: 4571.246582
	Iteration 48Q: 3 clusters Score -1195187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1195186.250000 Penalty: 4571.246582
	Iteration 49Q: 3 clusters Score -1195186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1195189.375000 Penalty: 4571.246582
	Iteration 50Q: 3 clusters Score -1195189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1195189.750000 Penalty: 4571.246582
	Iteration 51Q: 3 clusters Score -1195190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1195189.000000 Penalty: 4571.246582
	Iteration 52Q: 3 clusters Score -1195189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1195189.250000 Penalty: 4571.246582
	Iteration 53Q: 3 clusters Score -1195189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1195188.875000 Penalty: 4571.246582
	Iteration 54Q: 3 clusters Score -1195189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1195188.875000 Penalty: 4571.246582
	Iteration 55F: 3 clusters Score -1195189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (228770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228770 members 
Entering Unmasked Estep 
Score: -27917444.000000 Penalty: 3060.437012
	Iteration 0F: 2 clusters Score -2.791744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114700 members 
Mstep: Class 2 contains 114070 members 
Entering Unmasked Estep 
Score: -27767124.000000 Penalty: 6120.874023
	Iteration 0F: 3 clusters Score -2.776712e+07 nChanged 110264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120338 members 
Mstep: Class 2 contains 108432 members 
Entering Unmasked Estep 
Score: -27833116.000000 Penalty: 6120.874023
	Iteration 1F: 3 clusters Score -2.783312e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124379 members 
Mstep: Class 2 contains 104391 members 
Entering Unmasked Estep 
Score: -27834520.000000 Penalty: 6120.874023
	Iteration 2Q: 3 clusters Score -2.783452e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130687 members 
Mstep: Class 2 contains 98083 members 
Entering Unmasked Estep 
Score: -27837094.000000 Penalty: 6120.874023
	Iteration 3Q: 3 clusters Score -2.783709e+07 nChanged 10761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140446 members 
Mstep: Class 2 contains 88324 members 
Entering Unmasked Estep 
Score: -27841790.000000 Penalty: 6120.874023
	Iteration 4Q: 3 clusters Score -2.784179e+07 nChanged 14928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154862 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -27851042.000000 Penalty: 6120.874023
	Iteration 5F: 3 clusters Score -2.785104e+07 nChanged 19299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173887 members 
Mstep: Class 2 contains 54883 members 
Entering Unmasked Estep 
Score: -27865552.000000 Penalty: 6120.874023
	Iteration 6F: 3 clusters Score -2.786555e+07 nChanged 20499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194232 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -27883672.000000 Penalty: 6120.874023
	Iteration 7F: 3 clusters Score -2.788367e+07 nChanged 16945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211121 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -27899502.000000 Penalty: 6120.874023
	Iteration 8F: 3 clusters Score -2.78995e+07 nChanged 10073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221178 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -27908440.000000 Penalty: 6120.874023
	Iteration 9Q: 3 clusters Score -2.790844e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225751 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -27912394.000000 Penalty: 6120.874023
	Iteration 10Q: 3 clusters Score -2.791239e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227518 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -27913866.000000 Penalty: 6120.874023
	Iteration 11Q: 3 clusters Score -2.791387e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228095 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -27914410.000000 Penalty: 6120.874023
	Iteration 12Q: 3 clusters Score -2.791441e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228305 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -27914550.000000 Penalty: 6120.874023
	Iteration 13Q: 3 clusters Score -2.791455e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228390 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -27914694.000000 Penalty: 6120.874023
	Iteration 14Q: 3 clusters Score -2.791469e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228423 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -27914772.000000 Penalty: 6120.874023
	Iteration 15Q: 3 clusters Score -2.791477e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228451 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -27914778.000000 Penalty: 6120.874023
	Iteration 16Q: 3 clusters Score -2.791478e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228460 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -27914786.000000 Penalty: 6120.874023
	Iteration 17Q: 3 clusters Score -2.791479e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228463 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27914798.000000 Penalty: 6120.874023
	Iteration 18Q: 3 clusters Score -2.79148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228467 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27914808.000000 Penalty: 6120.874023
	Iteration 19Q: 3 clusters Score -2.791481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228469 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -27914802.000000 Penalty: 6120.874023
	Iteration 20F: 3 clusters Score -2.79148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228468 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -27914812.000000 Penalty: 6120.874023
	Iteration 21Q: 3 clusters Score -2.791481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228468 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -27914812.000000 Penalty: 6120.874023
	Iteration 22F: 3 clusters Score -2.791481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (55370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Entering Unmasked Estep 
Score: -6627317.500000 Penalty: 2708.604736
	Iteration 0F: 2 clusters Score -6627318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -6589787.000000 Penalty: 5417.209473
	Iteration 0F: 3 clusters Score -6589787 nChanged 25763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -6604549.500000 Penalty: 5417.209473
	Iteration 1F: 3 clusters Score -6604550 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -6605139.000000 Penalty: 5417.209473
	Iteration 2Q: 3 clusters Score -6605139 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -6605771.000000 Penalty: 5417.209473
	Iteration 3Q: 3 clusters Score -6605771 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -6606396.500000 Penalty: 5417.209473
	Iteration 4Q: 3 clusters Score -6606396 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -6607045.500000 Penalty: 5417.209473
	Iteration 5Q: 3 clusters Score -6607046 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -6607724.000000 Penalty: 5417.209473
	Iteration 6Q: 3 clusters Score -6607724 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -6608504.500000 Penalty: 5417.209473
	Iteration 7Q: 3 clusters Score -6608504 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -6609458.000000 Penalty: 5417.209473
	Iteration 8Q: 3 clusters Score -6609458 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -6610794.000000 Penalty: 5417.209473
	Iteration 9Q: 3 clusters Score -6610794 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -6612304.000000 Penalty: 5417.209473
	Iteration 10Q: 3 clusters Score -6612304 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -6614007.500000 Penalty: 5417.209473
	Iteration 11Q: 3 clusters Score -6614008 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -6615647.000000 Penalty: 5417.209473
	Iteration 12Q: 3 clusters Score -6615647 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -6616983.000000 Penalty: 5417.209473
	Iteration 13Q: 3 clusters Score -6616983 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -6618188.500000 Penalty: 5417.209473
	Iteration 14Q: 3 clusters Score -6618188 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -6619229.500000 Penalty: 5417.209473
	Iteration 15Q: 3 clusters Score -6619230 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -6620143.500000 Penalty: 5417.209473
	Iteration 16Q: 3 clusters Score -6620144 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -6620934.000000 Penalty: 5417.209473
	Iteration 17Q: 3 clusters Score -6620934 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -6621681.500000 Penalty: 5417.209473
	Iteration 18Q: 3 clusters Score -6621682 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -6622411.000000 Penalty: 5417.209473
	Iteration 19Q: 3 clusters Score -6622411 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -6623070.500000 Penalty: 5417.209473
	Iteration 20F: 3 clusters Score -6623070 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 53321 members 
Entering Unmasked Estep 
Score: -6623644.500000 Penalty: 5417.209473
	Iteration 21Q: 3 clusters Score -6623644 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 53890 members 
Entering Unmasked Estep 
Score: -6624056.500000 Penalty: 5417.209473
	Iteration 22Q: 3 clusters Score -6624056 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -6624369.500000 Penalty: 5417.209473
	Iteration 23Q: 3 clusters Score -6624370 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 54563 members 
Entering Unmasked Estep 
Score: -6624591.000000 Penalty: 5417.209473
	Iteration 24Q: 3 clusters Score -6624591 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -6624708.000000 Penalty: 5417.209473
	Iteration 25Q: 3 clusters Score -6624708 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 54801 members 
Entering Unmasked Estep 
Score: -6624781.500000 Penalty: 5417.209473
	Iteration 26Q: 3 clusters Score -6624782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 54857 members 
Entering Unmasked Estep 
Score: -6624814.000000 Penalty: 5417.209473
	Iteration 27Q: 3 clusters Score -6624814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -6624834.000000 Penalty: 5417.209473
	Iteration 28Q: 3 clusters Score -6624834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 54911 members 
Entering Unmasked Estep 
Score: -6624850.000000 Penalty: 5417.209473
	Iteration 29Q: 3 clusters Score -6624850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 54935 members 
Entering Unmasked Estep 
Score: -6624863.000000 Penalty: 5417.209473
	Iteration 30Q: 3 clusters Score -6624863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 54947 members 
Entering Unmasked Estep 
Score: -6624878.500000 Penalty: 5417.209473
	Iteration 31Q: 3 clusters Score -6624878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 54961 members 
Entering Unmasked Estep 
Score: -6624887.000000 Penalty: 5417.209473
	Iteration 32Q: 3 clusters Score -6624887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 54974 members 
Entering Unmasked Estep 
Score: -6624892.500000 Penalty: 5417.209473
	Iteration 33Q: 3 clusters Score -6624892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -6624897.000000 Penalty: 5417.209473
	Iteration 34Q: 3 clusters Score -6624897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 54994 members 
Entering Unmasked Estep 
Score: -6624905.000000 Penalty: 5417.209473
	Iteration 35Q: 3 clusters Score -6624905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 55000 members 
Entering Unmasked Estep 
Score: -6624909.000000 Penalty: 5417.209473
	Iteration 36Q: 3 clusters Score -6624909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 55008 members 
Entering Unmasked Estep 
Score: -6624926.000000 Penalty: 5417.209473
	Iteration 37Q: 3 clusters Score -6624926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -6624932.500000 Penalty: 5417.209473
	Iteration 38Q: 3 clusters Score -6624932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 55018 members 
Entering Unmasked Estep 
Score: -6624936.000000 Penalty: 5417.209473
	Iteration 39Q: 3 clusters Score -6624936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -6624939.000000 Penalty: 5417.209473
	Iteration 40F: 3 clusters Score -6624939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 55028 members 
Entering Unmasked Estep 
Score: -6624939.000000 Penalty: 5417.209473
	Iteration 41Q: 3 clusters Score -6624939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 55030 members 
Entering Unmasked Estep 
Score: -6624942.000000 Penalty: 5417.209473
	Iteration 42Q: 3 clusters Score -6624942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 55033 members 
Entering Unmasked Estep 
Score: -6624947.000000 Penalty: 5417.209473
	Iteration 43Q: 3 clusters Score -6624947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 55034 members 
Entering Unmasked Estep 
Score: -6624951.000000 Penalty: 5417.209473
	Iteration 44Q: 3 clusters Score -6624951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 55034 members 
Entering Unmasked Estep 
Score: -6624951.000000 Penalty: 5417.209473
	Iteration 45F: 3 clusters Score -6624951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Entering Unmasked Estep 
Score: -2162502.500000 Penalty: 2434.994873
	Iteration 0F: 2 clusters Score -2162502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2149329.750000 Penalty: 4869.989746
	Iteration 0F: 3 clusters Score -2149330 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2153746.000000 Penalty: 4869.989746
	Iteration 1F: 3 clusters Score -2153746 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2154144.750000 Penalty: 4869.989746
	Iteration 2F: 3 clusters Score -2154145 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2154487.500000 Penalty: 4869.989746
	Iteration 3Q: 3 clusters Score -2154488 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2154790.250000 Penalty: 4869.989746
	Iteration 4Q: 3 clusters Score -2154790 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2155078.750000 Penalty: 4869.989746
	Iteration 5Q: 3 clusters Score -2155079 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2155401.250000 Penalty: 4869.989746
	Iteration 6Q: 3 clusters Score -2155401 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2155762.750000 Penalty: 4869.989746
	Iteration 7Q: 3 clusters Score -2155763 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2156174.500000 Penalty: 4869.989746
	Iteration 8Q: 3 clusters Score -2156174 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2156668.750000 Penalty: 4869.989746
	Iteration 9Q: 3 clusters Score -2156669 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2157324.000000 Penalty: 4869.989746
	Iteration 10Q: 3 clusters Score -2157324 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2158154.500000 Penalty: 4869.989746
	Iteration 11Q: 3 clusters Score -2158154 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2159050.500000 Penalty: 4869.989746
	Iteration 12Q: 3 clusters Score -2159050 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2159660.000000 Penalty: 4869.989746
	Iteration 13Q: 3 clusters Score -2159660 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2159963.000000 Penalty: 4869.989746
	Iteration 14Q: 3 clusters Score -2159963 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2160105.750000 Penalty: 4869.989746
	Iteration 15Q: 3 clusters Score -2160106 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2160191.250000 Penalty: 4869.989746
	Iteration 16Q: 3 clusters Score -2160191 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2160241.250000 Penalty: 4869.989746
	Iteration 17Q: 3 clusters Score -2160241 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2160294.000000 Penalty: 4869.989746
	Iteration 18Q: 3 clusters Score -2160294 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2160330.000000 Penalty: 4869.989746
	Iteration 19Q: 3 clusters Score -2160330 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2160362.500000 Penalty: 4869.989746
	Iteration 20F: 3 clusters Score -2160362 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2160386.250000 Penalty: 4869.989746
	Iteration 21Q: 3 clusters Score -2160386 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2160421.250000 Penalty: 4869.989746
	Iteration 22Q: 3 clusters Score -2160421 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -2160446.000000 Penalty: 4869.989746
	Iteration 23Q: 3 clusters Score -2160446 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2160479.750000 Penalty: 4869.989746
	Iteration 24Q: 3 clusters Score -2160480 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2160500.000000 Penalty: 4869.989746
	Iteration 25Q: 3 clusters Score -2160500 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2160520.000000 Penalty: 4869.989746
	Iteration 26Q: 3 clusters Score -2160520 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2160541.750000 Penalty: 4869.989746
	Iteration 27Q: 3 clusters Score -2160542 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2160559.750000 Penalty: 4869.989746
	Iteration 28Q: 3 clusters Score -2160560 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2160581.500000 Penalty: 4869.989746
	Iteration 29Q: 3 clusters Score -2160582 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2160590.750000 Penalty: 4869.989746
	Iteration 30Q: 3 clusters Score -2160591 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2160609.250000 Penalty: 4869.989746
	Iteration 31Q: 3 clusters Score -2160609 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2160614.000000 Penalty: 4869.989746
	Iteration 32Q: 3 clusters Score -2160614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2160618.750000 Penalty: 4869.989746
	Iteration 33Q: 3 clusters Score -2160619 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2160628.000000 Penalty: 4869.989746
	Iteration 34Q: 3 clusters Score -2160628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2160632.250000 Penalty: 4869.989746
	Iteration 35Q: 3 clusters Score -2160632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2160640.500000 Penalty: 4869.989746
	Iteration 36Q: 3 clusters Score -2160640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2160642.250000 Penalty: 4869.989746
	Iteration 37Q: 3 clusters Score -2160642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2160649.500000 Penalty: 4869.989746
	Iteration 38Q: 3 clusters Score -2160650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2160653.250000 Penalty: 4869.989746
	Iteration 39Q: 3 clusters Score -2160653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2160660.750000 Penalty: 4869.989746
	Iteration 40F: 3 clusters Score -2160661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2160662.250000 Penalty: 4869.989746
	Iteration 41Q: 3 clusters Score -2160662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2160664.500000 Penalty: 4869.989746
	Iteration 42Q: 3 clusters Score -2160664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2160661.750000 Penalty: 4869.989746
	Iteration 43Q: 3 clusters Score -2160662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2160667.500000 Penalty: 4869.989746
	Iteration 44Q: 3 clusters Score -2160668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2160678.250000 Penalty: 4869.989746
	Iteration 45Q: 3 clusters Score -2160678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2160686.500000 Penalty: 4869.989746
	Iteration 46Q: 3 clusters Score -2160686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2160700.500000 Penalty: 4869.989746
	Iteration 47Q: 3 clusters Score -2160700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2160706.750000 Penalty: 4869.989746
	Iteration 48Q: 3 clusters Score -2160707 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2160713.000000 Penalty: 4869.989746
	Iteration 49Q: 3 clusters Score -2160713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2160719.000000 Penalty: 4869.989746
	Iteration 50Q: 3 clusters Score -2160719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2160715.000000 Penalty: 4869.989746
	Iteration 51Q: 3 clusters Score -2160715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2160722.500000 Penalty: 4869.989746
	Iteration 52Q: 3 clusters Score -2160722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2160731.250000 Penalty: 4869.989746
	Iteration 53Q: 3 clusters Score -2160731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2160735.500000 Penalty: 4869.989746
	Iteration 54Q: 3 clusters Score -2160736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2160740.000000 Penalty: 4869.989746
	Iteration 55Q: 3 clusters Score -2160740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2160742.000000 Penalty: 4869.989746
	Iteration 56Q: 3 clusters Score -2160742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2160743.250000 Penalty: 4869.989746
	Iteration 57Q: 3 clusters Score -2160743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2160742.250000 Penalty: 4869.989746
	Iteration 58Q: 3 clusters Score -2160742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2160742.750000 Penalty: 4869.989746
	Iteration 59Q: 3 clusters Score -2160743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2160743.500000 Penalty: 4869.989746
	Iteration 60F: 3 clusters Score -2160744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2160743.500000 Penalty: 4869.989746
	Iteration 61Q: 3 clusters Score -2160744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2160744.500000 Penalty: 4869.989746
	Iteration 62Q: 3 clusters Score -2160744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2160747.750000 Penalty: 4869.989746
	Iteration 63Q: 3 clusters Score -2160748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2160751.250000 Penalty: 4869.989746
	Iteration 64Q: 3 clusters Score -2160751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2160749.000000 Penalty: 4869.989746
	Iteration 65Q: 3 clusters Score -2160749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2160751.750000 Penalty: 4869.989746
	Iteration 66Q: 3 clusters Score -2160752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2160751.750000 Penalty: 4869.989746
	Iteration 67F: 3 clusters Score -2160752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (153330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153330 members 
Entering Unmasked Estep 
Score: -18603426.000000 Penalty: 2961.206299
	Iteration 0F: 2 clusters Score -1.860343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76773 members 
Mstep: Class 2 contains 76557 members 
Entering Unmasked Estep 
Score: -18500566.000000 Penalty: 5922.412598
	Iteration 0F: 3 clusters Score -1.850057e+07 nChanged 73428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78465 members 
Mstep: Class 2 contains 74865 members 
Entering Unmasked Estep 
Score: -18543180.000000 Penalty: 5922.412598
	Iteration 1F: 3 clusters Score -1.854318e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79849 members 
Mstep: Class 2 contains 73481 members 
Entering Unmasked Estep 
Score: -18544110.000000 Penalty: 5922.412598
	Iteration 2Q: 3 clusters Score -1.854411e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81961 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
Score: -18545540.000000 Penalty: 5922.412598
	Iteration 3Q: 3 clusters Score -1.854554e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85106 members 
Mstep: Class 2 contains 68224 members 
Entering Unmasked Estep 
Score: -18547456.000000 Penalty: 5922.412598
	Iteration 4Q: 3 clusters Score -1.854746e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89470 members 
Mstep: Class 2 contains 63860 members 
Entering Unmasked Estep 
Score: -18550332.000000 Penalty: 5922.412598
	Iteration 5Q: 3 clusters Score -1.855033e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95553 members 
Mstep: Class 2 contains 57777 members 
Entering Unmasked Estep 
Score: -18554528.000000 Penalty: 5922.412598
	Iteration 6Q: 3 clusters Score -1.855453e+07 nChanged 9047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103614 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -18560038.000000 Penalty: 5922.412598
	Iteration 7F: 3 clusters Score -1.856004e+07 nChanged 10403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113617 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -18567436.000000 Penalty: 5922.412598
	Iteration 8F: 3 clusters Score -1.856744e+07 nChanged 11466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124941 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -18576256.000000 Penalty: 5922.412598
	Iteration 9F: 3 clusters Score -1.857626e+07 nChanged 10895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135804 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -18585550.000000 Penalty: 5922.412598
	Iteration 10F: 3 clusters Score -1.858555e+07 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144142 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -18592938.000000 Penalty: 5922.412598
	Iteration 11F: 3 clusters Score -1.859294e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149283 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -18597398.000000 Penalty: 5922.412598
	Iteration 12Q: 3 clusters Score -1.85974e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151607 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -18599440.000000 Penalty: 5922.412598
	Iteration 13Q: 3 clusters Score -1.859944e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152492 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -18600214.000000 Penalty: 5922.412598
	Iteration 14Q: 3 clusters Score -1.860021e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152808 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -18600528.000000 Penalty: 5922.412598
	Iteration 15Q: 3 clusters Score -1.860053e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152919 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -18600660.000000 Penalty: 5922.412598
	Iteration 16Q: 3 clusters Score -1.860066e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152961 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -18600714.000000 Penalty: 5922.412598
	Iteration 17Q: 3 clusters Score -1.860071e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152981 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -18600746.000000 Penalty: 5922.412598
	Iteration 18Q: 3 clusters Score -1.860075e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152997 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -18600778.000000 Penalty: 5922.412598
	Iteration 19Q: 3 clusters Score -1.860078e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153004 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -18600798.000000 Penalty: 5922.412598
	Iteration 20F: 3 clusters Score -1.86008e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153011 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -18600820.000000 Penalty: 5922.412598
	Iteration 21Q: 3 clusters Score -1.860082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153013 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -18600830.000000 Penalty: 5922.412598
	Iteration 22Q: 3 clusters Score -1.860083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153013 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -18600832.000000 Penalty: 5922.412598
	Iteration 23Q: 3 clusters Score -1.860083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153014 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -18600822.000000 Penalty: 5922.412598
	Iteration 24Q: 3 clusters Score -1.860082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153015 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -18600842.000000 Penalty: 5922.412598
	Iteration 25Q: 3 clusters Score -1.860084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153020 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -18600864.000000 Penalty: 5922.412598
	Iteration 26Q: 3 clusters Score -1.860086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153023 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -18600864.000000 Penalty: 5922.412598
	Iteration 27Q: 3 clusters Score -1.860086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153021 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -18600866.000000 Penalty: 5922.412598
	Iteration 28Q: 3 clusters Score -1.860087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153023 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -18600856.000000 Penalty: 5922.412598
	Iteration 29Q: 3 clusters Score -1.860086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153024 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -18600866.000000 Penalty: 5922.412598
	Iteration 30Q: 3 clusters Score -1.860087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153024 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -18600874.000000 Penalty: 5922.412598
	Iteration 31Q: 3 clusters Score -1.860087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153025 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -18600874.000000 Penalty: 5922.412598
	Iteration 32Q: 3 clusters Score -1.860087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153025 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -18600878.000000 Penalty: 5922.412598
	Iteration 33Q: 3 clusters Score -1.860088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153025 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -18600878.000000 Penalty: 5922.412598
	Iteration 34F: 3 clusters Score -1.860088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -85401.632812 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -85401.63 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 364 members 
Entering Unmasked Estep 
Score: -83724.398438 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -83724.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -83943.765625 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -83943.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -84025.117188 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -84025.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -84073.257812 Penalty: 3283.556396
	Iteration 3Q: 3 clusters Score -84073.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84103.234375 Penalty: 3283.556396
	Iteration 4Q: 3 clusters Score -84103.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84121.765625 Penalty: 3283.556396
	Iteration 5Q: 3 clusters Score -84121.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84140.734375 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -84140.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -84147.015625 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -84147.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -84151.632812 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -84151.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84151.960938 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -84151.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84151.960938 Penalty: 3283.556396
	Iteration 10F: 3 clusters Score -84151.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Entering Unmasked Estep 
Score: -924953.500000 Penalty: 2224.667236
	Iteration 0F: 2 clusters Score -924953.5 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 3904 members 
Entering Unmasked Estep 
Score: -918641.937500 Penalty: 4449.334473
	Iteration 0F: 3 clusters Score -918641.9 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -920376.500000 Penalty: 4449.334473
	Iteration 1F: 3 clusters Score -920376.5 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -920681.000000 Penalty: 4449.334473
	Iteration 2F: 3 clusters Score -920681 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -920914.000000 Penalty: 4449.334473
	Iteration 3F: 3 clusters Score -920914 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -921112.812500 Penalty: 4449.334473
	Iteration 4Q: 3 clusters Score -921112.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -921313.125000 Penalty: 4449.334473
	Iteration 5Q: 3 clusters Score -921313.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -921464.937500 Penalty: 4449.334473
	Iteration 6Q: 3 clusters Score -921464.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -921581.375000 Penalty: 4449.334473
	Iteration 7Q: 3 clusters Score -921581.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -921694.375000 Penalty: 4449.334473
	Iteration 8Q: 3 clusters Score -921694.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -921776.562500 Penalty: 4449.334473
	Iteration 9Q: 3 clusters Score -921776.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -921847.812500 Penalty: 4449.334473
	Iteration 10Q: 3 clusters Score -921847.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -921924.000000 Penalty: 4449.334473
	Iteration 11Q: 3 clusters Score -921924 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -921991.812500 Penalty: 4449.334473
	Iteration 12Q: 3 clusters Score -921991.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -922040.687500 Penalty: 4449.334473
	Iteration 13Q: 3 clusters Score -922040.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -922089.937500 Penalty: 4449.334473
	Iteration 14Q: 3 clusters Score -922089.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -922132.312500 Penalty: 4449.334473
	Iteration 15Q: 3 clusters Score -922132.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -922181.437500 Penalty: 4449.334473
	Iteration 16Q: 3 clusters Score -922181.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -922222.437500 Penalty: 4449.334473
	Iteration 17Q: 3 clusters Score -922222.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -922262.625000 Penalty: 4449.334473
	Iteration 18Q: 3 clusters Score -922262.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -922291.875000 Penalty: 4449.334473
	Iteration 19Q: 3 clusters Score -922291.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -922318.562500 Penalty: 4449.334473
	Iteration 20F: 3 clusters Score -922318.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -922351.562500 Penalty: 4449.334473
	Iteration 21Q: 3 clusters Score -922351.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -922380.375000 Penalty: 4449.334473
	Iteration 22Q: 3 clusters Score -922380.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -922405.125000 Penalty: 4449.334473
	Iteration 23Q: 3 clusters Score -922405.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -922447.187500 Penalty: 4449.334473
	Iteration 24Q: 3 clusters Score -922447.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -922483.750000 Penalty: 4449.334473
	Iteration 25Q: 3 clusters Score -922483.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -922523.750000 Penalty: 4449.334473
	Iteration 26Q: 3 clusters Score -922523.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -922561.875000 Penalty: 4449.334473
	Iteration 27Q: 3 clusters Score -922561.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -922611.312500 Penalty: 4449.334473
	Iteration 28Q: 3 clusters Score -922611.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -922670.125000 Penalty: 4449.334473
	Iteration 29Q: 3 clusters Score -922670.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -922717.812500 Penalty: 4449.334473
	Iteration 30Q: 3 clusters Score -922717.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -922761.875000 Penalty: 4449.334473
	Iteration 31Q: 3 clusters Score -922761.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -922808.187500 Penalty: 4449.334473
	Iteration 32Q: 3 clusters Score -922808.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -922856.437500 Penalty: 4449.334473
	Iteration 33Q: 3 clusters Score -922856.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -922894.562500 Penalty: 4449.334473
	Iteration 34Q: 3 clusters Score -922894.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -922920.000000 Penalty: 4449.334473
	Iteration 35Q: 3 clusters Score -922920 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -922945.000000 Penalty: 4449.334473
	Iteration 36Q: 3 clusters Score -922945 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -922965.062500 Penalty: 4449.334473
	Iteration 37Q: 3 clusters Score -922965.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -922980.875000 Penalty: 4449.334473
	Iteration 38Q: 3 clusters Score -922980.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -922995.875000 Penalty: 4449.334473
	Iteration 39Q: 3 clusters Score -922995.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -923009.812500 Penalty: 4449.334473
	Iteration 40F: 3 clusters Score -923009.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -923021.062500 Penalty: 4449.334473
	Iteration 41Q: 3 clusters Score -923021.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -923024.437500 Penalty: 4449.334473
	Iteration 42Q: 3 clusters Score -923024.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -923032.062500 Penalty: 4449.334473
	Iteration 43Q: 3 clusters Score -923032.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -923035.750000 Penalty: 4449.334473
	Iteration 44Q: 3 clusters Score -923035.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -923041.875000 Penalty: 4449.334473
	Iteration 45Q: 3 clusters Score -923041.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -923047.500000 Penalty: 4449.334473
	Iteration 46Q: 3 clusters Score -923047.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -923050.812500 Penalty: 4449.334473
	Iteration 47Q: 3 clusters Score -923050.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -923054.500000 Penalty: 4449.334473
	Iteration 48Q: 3 clusters Score -923054.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -923062.500000 Penalty: 4449.334473
	Iteration 49Q: 3 clusters Score -923062.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -923069.625000 Penalty: 4449.334473
	Iteration 50Q: 3 clusters Score -923069.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -923076.812500 Penalty: 4449.334473
	Iteration 51Q: 3 clusters Score -923076.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -923088.000000 Penalty: 4449.334473
	Iteration 52Q: 3 clusters Score -923088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -923096.750000 Penalty: 4449.334473
	Iteration 53Q: 3 clusters Score -923096.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -923104.062500 Penalty: 4449.334473
	Iteration 54Q: 3 clusters Score -923104.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -923112.625000 Penalty: 4449.334473
	Iteration 55Q: 3 clusters Score -923112.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -923119.312500 Penalty: 4449.334473
	Iteration 56Q: 3 clusters Score -923119.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -923128.875000 Penalty: 4449.334473
	Iteration 57Q: 3 clusters Score -923128.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -923134.687500 Penalty: 4449.334473
	Iteration 58Q: 3 clusters Score -923134.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -923144.125000 Penalty: 4449.334473
	Iteration 59Q: 3 clusters Score -923144.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -923151.750000 Penalty: 4449.334473
	Iteration 60F: 3 clusters Score -923151.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -923156.625000 Penalty: 4449.334473
	Iteration 61Q: 3 clusters Score -923156.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -923164.562500 Penalty: 4449.334473
	Iteration 62Q: 3 clusters Score -923164.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -923171.500000 Penalty: 4449.334473
	Iteration 63Q: 3 clusters Score -923171.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -923184.125000 Penalty: 4449.334473
	Iteration 64Q: 3 clusters Score -923184.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -923186.312500 Penalty: 4449.334473
	Iteration 65Q: 3 clusters Score -923186.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -923189.875000 Penalty: 4449.334473
	Iteration 66Q: 3 clusters Score -923189.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -923195.375000 Penalty: 4449.334473
	Iteration 67Q: 3 clusters Score -923195.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -923196.500000 Penalty: 4449.334473
	Iteration 68Q: 3 clusters Score -923196.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -923199.375000 Penalty: 4449.334473
	Iteration 69Q: 3 clusters Score -923199.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -923201.500000 Penalty: 4449.334473
	Iteration 70Q: 3 clusters Score -923201.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -923203.062500 Penalty: 4449.334473
	Iteration 71Q: 3 clusters Score -923203.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -923203.062500 Penalty: 4449.334473
	Iteration 72F: 3 clusters Score -923203.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -85739.929688 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -85739.93 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 368 members 
Entering Unmasked Estep 
Score: -83987.320312 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -83987.32 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84220.523438 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -84220.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -84280.406250 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -84280.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -84319.445312 Penalty: 3284.877197
	Iteration 3Q: 3 clusters Score -84319.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -84337.562500 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -84337.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -84349.875000 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -84349.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -84358.828125 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -84358.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -84364.046875 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -84364.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -84367.554688 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -84367.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -84385.992188 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -84385.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -84396.179688 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -84396.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -84413.226562 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -84413.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -84424.312500 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -84424.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -84432.851562 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -84432.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -84440.078125 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -84440.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -84444.015625 Penalty: 3284.877197
	Iteration 15Q: 3 clusters Score -84444.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -84447.335938 Penalty: 3284.877197
	Iteration 16Q: 3 clusters Score -84447.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -84448.937500 Penalty: 3284.877197
	Iteration 17Q: 3 clusters Score -84448.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -84454.812500 Penalty: 3284.877197
	Iteration 18Q: 3 clusters Score -84454.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -84455.875000 Penalty: 3284.877197
	Iteration 19Q: 3 clusters Score -84455.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -84455.875000 Penalty: 3284.877197
	Iteration 20F: 3 clusters Score -84455.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Entering Unmasked Estep 
Score: -83066.875000 Penalty: 1637.441772
	Iteration 0F: 2 clusters Score -83066.88 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 364 members 
Entering Unmasked Estep 
Score: -81346.328125 Penalty: 3274.883545
	Iteration 0F: 3 clusters Score -81346.33 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -81568.507812 Penalty: 3274.883545
	Iteration 1F: 3 clusters Score -81568.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -81618.726562 Penalty: 3274.883545
	Iteration 2Q: 3 clusters Score -81618.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -81656.437500 Penalty: 3274.883545
	Iteration 3Q: 3 clusters Score -81656.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -81694.820312 Penalty: 3274.883545
	Iteration 4Q: 3 clusters Score -81694.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -81716.906250 Penalty: 3274.883545
	Iteration 5Q: 3 clusters Score -81716.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -81722.632812 Penalty: 3274.883545
	Iteration 6Q: 3 clusters Score -81722.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -81728.054688 Penalty: 3274.883545
	Iteration 7Q: 3 clusters Score -81728.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -81730.328125 Penalty: 3274.883545
	Iteration 8Q: 3 clusters Score -81730.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -81740.921875 Penalty: 3274.883545
	Iteration 9Q: 3 clusters Score -81740.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -81753.617188 Penalty: 3274.883545
	Iteration 10Q: 3 clusters Score -81753.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -81765.000000 Penalty: 3274.883545
	Iteration 11Q: 3 clusters Score -81765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -81772.421875 Penalty: 3274.883545
	Iteration 12Q: 3 clusters Score -81772.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -81780.812500 Penalty: 3274.883545
	Iteration 13Q: 3 clusters Score -81780.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -81791.875000 Penalty: 3274.883545
	Iteration 14Q: 3 clusters Score -81791.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -81797.953125 Penalty: 3274.883545
	Iteration 15Q: 3 clusters Score -81797.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -81806.835938 Penalty: 3274.883545
	Iteration 16Q: 3 clusters Score -81806.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -81814.976562 Penalty: 3274.883545
	Iteration 17Q: 3 clusters Score -81814.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -81822.468750 Penalty: 3274.883545
	Iteration 18Q: 3 clusters Score -81822.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -81822.468750 Penalty: 3274.883545
	Iteration 19F: 3 clusters Score -81822.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (31200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Entering Unmasked Estep 
Score: -3866902.500000 Penalty: 2566.346924
	Iteration 0F: 2 clusters Score -3866902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -3845464.500000 Penalty: 5132.693848
	Iteration 0F: 3 clusters Score -3845464 nChanged 14072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -3853190.750000 Penalty: 5132.693848
	Iteration 1F: 3 clusters Score -3853191 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3853679.250000 Penalty: 5132.693848
	Iteration 2Q: 3 clusters Score -3853679 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -3854134.250000 Penalty: 5132.693848
	Iteration 3Q: 3 clusters Score -3854134 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -3854644.250000 Penalty: 5132.693848
	Iteration 4Q: 3 clusters Score -3854644 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -3855240.750000 Penalty: 5132.693848
	Iteration 5Q: 3 clusters Score -3855241 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -3856009.000000 Penalty: 5132.693848
	Iteration 6Q: 3 clusters Score -3856009 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -3856997.500000 Penalty: 5132.693848
	Iteration 7F: 3 clusters Score -3856998 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -3858168.500000 Penalty: 5132.693848
	Iteration 8F: 3 clusters Score -3858168 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -3859616.000000 Penalty: 5132.693848
	Iteration 9F: 3 clusters Score -3859616 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -3860998.250000 Penalty: 5132.693848
	Iteration 10F: 3 clusters Score -3860998 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -3862184.250000 Penalty: 5132.693848
	Iteration 11Q: 3 clusters Score -3862184 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -3862992.000000 Penalty: 5132.693848
	Iteration 12Q: 3 clusters Score -3862992 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -3863412.750000 Penalty: 5132.693848
	Iteration 13Q: 3 clusters Score -3863413 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -3863641.000000 Penalty: 5132.693848
	Iteration 14Q: 3 clusters Score -3863641 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -3863798.500000 Penalty: 5132.693848
	Iteration 15Q: 3 clusters Score -3863798 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -3863899.750000 Penalty: 5132.693848
	Iteration 16Q: 3 clusters Score -3863900 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -3863985.000000 Penalty: 5132.693848
	Iteration 17Q: 3 clusters Score -3863985 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -3864066.250000 Penalty: 5132.693848
	Iteration 18Q: 3 clusters Score -3864066 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3864088.250000 Penalty: 5132.693848
	Iteration 19Q: 3 clusters Score -3864088 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -3864147.250000 Penalty: 5132.693848
	Iteration 20F: 3 clusters Score -3864147 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -3864184.000000 Penalty: 5132.693848
	Iteration 21Q: 3 clusters Score -3864184 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -3864217.250000 Penalty: 5132.693848
	Iteration 22Q: 3 clusters Score -3864217 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -3864244.500000 Penalty: 5132.693848
	Iteration 23Q: 3 clusters Score -3864244 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -3864276.750000 Penalty: 5132.693848
	Iteration 24Q: 3 clusters Score -3864277 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -3864309.000000 Penalty: 5132.693848
	Iteration 25Q: 3 clusters Score -3864309 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -3864323.500000 Penalty: 5132.693848
	Iteration 26Q: 3 clusters Score -3864324 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -3864329.500000 Penalty: 5132.693848
	Iteration 27Q: 3 clusters Score -3864330 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -3864348.750000 Penalty: 5132.693848
	Iteration 28Q: 3 clusters Score -3864349 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -3864362.500000 Penalty: 5132.693848
	Iteration 29Q: 3 clusters Score -3864362 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -3864381.000000 Penalty: 5132.693848
	Iteration 30Q: 3 clusters Score -3864381 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -3864401.250000 Penalty: 5132.693848
	Iteration 31Q: 3 clusters Score -3864401 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -3864425.750000 Penalty: 5132.693848
	Iteration 32Q: 3 clusters Score -3864426 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -3864438.000000 Penalty: 5132.693848
	Iteration 33Q: 3 clusters Score -3864438 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -3864451.000000 Penalty: 5132.693848
	Iteration 34Q: 3 clusters Score -3864451 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -3864471.000000 Penalty: 5132.693848
	Iteration 35Q: 3 clusters Score -3864471 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -3864496.000000 Penalty: 5132.693848
	Iteration 36Q: 3 clusters Score -3864496 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -3864514.250000 Penalty: 5132.693848
	Iteration 37Q: 3 clusters Score -3864514 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -3864518.750000 Penalty: 5132.693848
	Iteration 38Q: 3 clusters Score -3864519 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -3864524.000000 Penalty: 5132.693848
	Iteration 39Q: 3 clusters Score -3864524 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -3864539.750000 Penalty: 5132.693848
	Iteration 40F: 3 clusters Score -3864540 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -3864549.000000 Penalty: 5132.693848
	Iteration 41Q: 3 clusters Score -3864549 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -3864562.500000 Penalty: 5132.693848
	Iteration 42Q: 3 clusters Score -3864562 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -3864569.750000 Penalty: 5132.693848
	Iteration 43Q: 3 clusters Score -3864570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -3864570.500000 Penalty: 5132.693848
	Iteration 44Q: 3 clusters Score -3864570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -3864575.750000 Penalty: 5132.693848
	Iteration 45Q: 3 clusters Score -3864576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -3864581.000000 Penalty: 5132.693848
	Iteration 46Q: 3 clusters Score -3864581 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -3864587.250000 Penalty: 5132.693848
	Iteration 47Q: 3 clusters Score -3864587 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -3864590.000000 Penalty: 5132.693848
	Iteration 48Q: 3 clusters Score -3864590 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -3864593.250000 Penalty: 5132.693848
	Iteration 49Q: 3 clusters Score -3864593 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -3864590.750000 Penalty: 5132.693848
	Iteration 50Q: 3 clusters Score -3864591 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -3864594.500000 Penalty: 5132.693848
	Iteration 51Q: 3 clusters Score -3864594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -3864587.000000 Penalty: 5132.693848
	Iteration 52Q: 3 clusters Score -3864587 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -3864592.000000 Penalty: 5132.693848
	Iteration 53Q: 3 clusters Score -3864592 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -3864597.250000 Penalty: 5132.693848
	Iteration 54Q: 3 clusters Score -3864597 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -3864608.500000 Penalty: 5132.693848
	Iteration 55Q: 3 clusters Score -3864608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -3864615.750000 Penalty: 5132.693848
	Iteration 56Q: 3 clusters Score -3864616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -3864621.750000 Penalty: 5132.693848
	Iteration 57Q: 3 clusters Score -3864622 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -3864632.750000 Penalty: 5132.693848
	Iteration 58Q: 3 clusters Score -3864633 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -3864653.000000 Penalty: 5132.693848
	Iteration 59Q: 3 clusters Score -3864653 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -3864654.250000 Penalty: 5132.693848
	Iteration 60F: 3 clusters Score -3864654 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -3864661.000000 Penalty: 5132.693848
	Iteration 61Q: 3 clusters Score -3864661 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -3864669.250000 Penalty: 5132.693848
	Iteration 62Q: 3 clusters Score -3864669 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -3864677.500000 Penalty: 5132.693848
	Iteration 63Q: 3 clusters Score -3864678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -3864676.750000 Penalty: 5132.693848
	Iteration 64Q: 3 clusters Score -3864677 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -3864690.250000 Penalty: 5132.693848
	Iteration 65Q: 3 clusters Score -3864690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -3864697.250000 Penalty: 5132.693848
	Iteration 66Q: 3 clusters Score -3864697 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -3864719.250000 Penalty: 5132.693848
	Iteration 67Q: 3 clusters Score -3864719 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -3864715.250000 Penalty: 5132.693848
	Iteration 68Q: 3 clusters Score -3864715 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -3864722.750000 Penalty: 5132.693848
	Iteration 69Q: 3 clusters Score -3864723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -3864730.750000 Penalty: 5132.693848
	Iteration 70Q: 3 clusters Score -3864731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -3864733.250000 Penalty: 5132.693848
	Iteration 71Q: 3 clusters Score -3864733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -3864734.750000 Penalty: 5132.693848
	Iteration 72Q: 3 clusters Score -3864735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -3864730.500000 Penalty: 5132.693848
	Iteration 73Q: 3 clusters Score -3864730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -3864736.000000 Penalty: 5132.693848
	Iteration 74Q: 3 clusters Score -3864736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -3864739.500000 Penalty: 5132.693848
	Iteration 75Q: 3 clusters Score -3864740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -3864739.500000 Penalty: 5132.693848
	Iteration 76Q: 3 clusters Score -3864740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -3864741.000000 Penalty: 5132.693848
	Iteration 77Q: 3 clusters Score -3864741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -3864741.000000 Penalty: 5132.693848
	Iteration 78Q: 3 clusters Score -3864741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -3864743.250000 Penalty: 5132.693848
	Iteration 79Q: 3 clusters Score -3864743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -3864744.750000 Penalty: 5132.693848
	Iteration 80F: 3 clusters Score -3864745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -3864743.500000 Penalty: 5132.693848
	Iteration 81Q: 3 clusters Score -3864744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -3864742.000000 Penalty: 5132.693848
	Iteration 82Q: 3 clusters Score -3864742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -3864740.750000 Penalty: 5132.693848
	Iteration 83Q: 3 clusters Score -3864741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -3864742.500000 Penalty: 5132.693848
	Iteration 84Q: 3 clusters Score -3864742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -3864735.750000 Penalty: 5132.693848
	Iteration 85Q: 3 clusters Score -3864736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -3864738.750000 Penalty: 5132.693848
	Iteration 86Q: 3 clusters Score -3864739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -3864734.000000 Penalty: 5132.693848
	Iteration 87Q: 3 clusters Score -3864734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -3864743.000000 Penalty: 5132.693848
	Iteration 88Q: 3 clusters Score -3864743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -3864749.250000 Penalty: 5132.693848
	Iteration 89Q: 3 clusters Score -3864749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -3864748.000000 Penalty: 5132.693848
	Iteration 90Q: 3 clusters Score -3864748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -3864748.250000 Penalty: 5132.693848
	Iteration 91Q: 3 clusters Score -3864748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -3864746.250000 Penalty: 5132.693848
	Iteration 92Q: 3 clusters Score -3864746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -3864760.000000 Penalty: 5132.693848
	Iteration 93Q: 3 clusters Score -3864760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -3864756.500000 Penalty: 5132.693848
	Iteration 94Q: 3 clusters Score -3864756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -3864764.500000 Penalty: 5132.693848
	Iteration 95Q: 3 clusters Score -3864764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -3864774.250000 Penalty: 5132.693848
	Iteration 96Q: 3 clusters Score -3864774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -3864770.250000 Penalty: 5132.693848
	Iteration 97Q: 3 clusters Score -3864770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -3864764.750000 Penalty: 5132.693848
	Iteration 98Q: 3 clusters Score -3864765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -3864771.250000 Penalty: 5132.693848
	Iteration 99Q: 3 clusters Score -3864771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -3864769.750000 Penalty: 5132.693848
	Iteration 100F: 3 clusters Score -3864770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -3864773.000000 Penalty: 5132.693848
	Iteration 101Q: 3 clusters Score -3864773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -3864775.250000 Penalty: 5132.693848
	Iteration 102Q: 3 clusters Score -3864775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -3864773.500000 Penalty: 5132.693848
	Iteration 103Q: 3 clusters Score -3864774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -3864780.750000 Penalty: 5132.693848
	Iteration 104Q: 3 clusters Score -3864781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -3864779.500000 Penalty: 5132.693848
	Iteration 105Q: 3 clusters Score -3864780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -3864777.250000 Penalty: 5132.693848
	Iteration 106Q: 3 clusters Score -3864777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -3864779.000000 Penalty: 5132.693848
	Iteration 107Q: 3 clusters Score -3864779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -3864780.750000 Penalty: 5132.693848
	Iteration 108Q: 3 clusters Score -3864781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -3864774.250000 Penalty: 5132.693848
	Iteration 109Q: 3 clusters Score -3864774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -3864772.750000 Penalty: 5132.693848
	Iteration 110Q: 3 clusters Score -3864773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -3864772.750000 Penalty: 5132.693848
	Iteration 111Q: 3 clusters Score -3864773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -3864769.500000 Penalty: 5132.693848
	Iteration 112Q: 3 clusters Score -3864770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -3864772.250000 Penalty: 5132.693848
	Iteration 113Q: 3 clusters Score -3864772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -3864776.750000 Penalty: 5132.693848
	Iteration 114Q: 3 clusters Score -3864777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -3864774.750000 Penalty: 5132.693848
	Iteration 115Q: 3 clusters Score -3864775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -3864777.250000 Penalty: 5132.693848
	Iteration 116Q: 3 clusters Score -3864777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -3864777.000000 Penalty: 5132.693848
	Iteration 117Q: 3 clusters Score -3864777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3864774.500000 Penalty: 5132.693848
	Iteration 118Q: 3 clusters Score -3864774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -3864771.000000 Penalty: 5132.693848
	Iteration 119Q: 3 clusters Score -3864771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -3864774.000000 Penalty: 5132.693848
	Iteration 120F: 3 clusters Score -3864774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -3864772.250000 Penalty: 5132.693848
	Iteration 121Q: 3 clusters Score -3864772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3864779.250000 Penalty: 5132.693848
	Iteration 122Q: 3 clusters Score -3864779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -3864776.750000 Penalty: 5132.693848
	Iteration 123Q: 3 clusters Score -3864777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -3864778.500000 Penalty: 5132.693848
	Iteration 124Q: 3 clusters Score -3864778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -3864784.250000 Penalty: 5132.693848
	Iteration 125Q: 3 clusters Score -3864784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -3864786.500000 Penalty: 5132.693848
	Iteration 126Q: 3 clusters Score -3864786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -3864780.500000 Penalty: 5132.693848
	Iteration 127Q: 3 clusters Score -3864780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -3864780.750000 Penalty: 5132.693848
	Iteration 128Q: 3 clusters Score -3864781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -3864779.750000 Penalty: 5132.693848
	Iteration 129Q: 3 clusters Score -3864780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -3864776.000000 Penalty: 5132.693848
	Iteration 130Q: 3 clusters Score -3864776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -3864775.750000 Penalty: 5132.693848
	Iteration 131Q: 3 clusters Score -3864776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -3864779.000000 Penalty: 5132.693848
	Iteration 132Q: 3 clusters Score -3864779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -3864789.000000 Penalty: 5132.693848
	Iteration 133Q: 3 clusters Score -3864789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -3864784.750000 Penalty: 5132.693848
	Iteration 134Q: 3 clusters Score -3864785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -3864788.000000 Penalty: 5132.693848
	Iteration 135Q: 3 clusters Score -3864788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -3864786.500000 Penalty: 5132.693848
	Iteration 136Q: 3 clusters Score -3864786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -3864786.000000 Penalty: 5132.693848
	Iteration 137Q: 3 clusters Score -3864786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -3864786.000000 Penalty: 5132.693848
	Iteration 138Q: 3 clusters Score -3864786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -3864784.000000 Penalty: 5132.693848
	Iteration 139Q: 3 clusters Score -3864784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -3864783.000000 Penalty: 5132.693848
	Iteration 140F: 3 clusters Score -3864783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -3864789.500000 Penalty: 5132.693848
	Iteration 141Q: 3 clusters Score -3864790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -3864788.250000 Penalty: 5132.693848
	Iteration 142Q: 3 clusters Score -3864788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -3864788.500000 Penalty: 5132.693848
	Iteration 143Q: 3 clusters Score -3864788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -3864790.500000 Penalty: 5132.693848
	Iteration 144Q: 3 clusters Score -3864790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -3864793.250000 Penalty: 5132.693848
	Iteration 145Q: 3 clusters Score -3864793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -3864793.250000 Penalty: 5132.693848
	Iteration 146F: 3 clusters Score -3864793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 105585 members 
Mstep: Class 2 contains 67830 members 
Mstep: Class 3 contains 17095 members 
Mstep: Class 4 contains 30777 members 
Mstep: Class 5 contains 12350 members 
Mstep: Class 6 contains 8749 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5780 members 
Mstep: Class 9 contains 18960 members 
Mstep: Class 10 contains 37334 members 
Mstep: Class 11 contains 7478 members 
Mstep: Class 12 contains 194209 members 
Mstep: Class 13 contains 10341 members 
Mstep: Class 14 contains 101641 members 
Mstep: Class 15 contains 26545 members 
Mstep: Class 16 contains 32681 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126400 members 
Mstep: Class 19 contains 20532 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 228770 members 
Mstep: Class 22 contains 55370 members 
Mstep: Class 23 contains 18371 members 
Mstep: Class 24 contains 153330 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7867 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468176.000000 Penalty: 101426.492188
Iteration 239Q: 30 clusters Score -1.584682e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 105449 members 
Mstep: Class 2 contains 67829 members 
Mstep: Class 3 contains 17097 members 
Mstep: Class 4 contains 30776 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 8749 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5780 members 
Mstep: Class 9 contains 18959 members 
Mstep: Class 10 contains 37332 members 
Mstep: Class 11 contains 7477 members 
Mstep: Class 12 contains 194313 members 
Mstep: Class 13 contains 10340 members 
Mstep: Class 14 contains 101637 members 
Mstep: Class 15 contains 26547 members 
Mstep: Class 16 contains 32692 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126395 members 
Mstep: Class 19 contains 20528 members 
Mstep: Class 20 contains 10060 members 
Mstep: Class 21 contains 228801 members 
Mstep: Class 22 contains 55375 members 
Mstep: Class 23 contains 18371 members 
Mstep: Class 24 contains 153324 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7868 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31208 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 240F: 30 clusters Score -1.58468e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 105318 members 
Mstep: Class 2 contains 67836 members 
Mstep: Class 3 contains 17104 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 8750 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5781 members 
Mstep: Class 9 contains 18961 members 
Mstep: Class 10 contains 37333 members 
Mstep: Class 11 contains 7474 members 
Mstep: Class 12 contains 194390 members 
Mstep: Class 13 contains 10340 members 
Mstep: Class 14 contains 101636 members 
Mstep: Class 15 contains 26548 members 
Mstep: Class 16 contains 32702 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126384 members 
Mstep: Class 19 contains 20525 members 
Mstep: Class 20 contains 10060 members 
Mstep: Class 21 contains 228824 members 
Mstep: Class 22 contains 55377 members 
Mstep: Class 23 contains 18372 members 
Mstep: Class 24 contains 153326 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7867 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31223 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 241Q: 30 clusters Score -1.584681e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 105188 members 
Mstep: Class 2 contains 67844 members 
Mstep: Class 3 contains 17106 members 
Mstep: Class 4 contains 30778 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 8750 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5782 members 
Mstep: Class 9 contains 18960 members 
Mstep: Class 10 contains 37334 members 
Mstep: Class 11 contains 7469 members 
Mstep: Class 12 contains 194474 members 
Mstep: Class 13 contains 10345 members 
Mstep: Class 14 contains 101632 members 
Mstep: Class 15 contains 26548 members 
Mstep: Class 16 contains 32718 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126378 members 
Mstep: Class 19 contains 20520 members 
Mstep: Class 20 contains 10060 members 
Mstep: Class 21 contains 228842 members 
Mstep: Class 22 contains 55380 members 
Mstep: Class 23 contains 18371 members 
Mstep: Class 24 contains 153326 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7866 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31236 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 242Q: 30 clusters Score -1.584682e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 105069 members 
Mstep: Class 2 contains 67849 members 
Mstep: Class 3 contains 17114 members 
Mstep: Class 4 contains 30779 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 8750 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18961 members 
Mstep: Class 10 contains 37332 members 
Mstep: Class 11 contains 7463 members 
Mstep: Class 12 contains 194552 members 
Mstep: Class 13 contains 10347 members 
Mstep: Class 14 contains 101635 members 
Mstep: Class 15 contains 26552 members 
Mstep: Class 16 contains 32735 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 126377 members 
Mstep: Class 19 contains 20518 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 228847 members 
Mstep: Class 22 contains 55384 members 
Mstep: Class 23 contains 18369 members 
Mstep: Class 24 contains 153317 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7868 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468000.000000 Penalty: 101426.492188
Iteration 243Q: 30 clusters Score -1.58468e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104964 members 
Mstep: Class 2 contains 67857 members 
Mstep: Class 3 contains 17117 members 
Mstep: Class 4 contains 30778 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 8748 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18965 members 
Mstep: Class 10 contains 37332 members 
Mstep: Class 11 contains 7464 members 
Mstep: Class 12 contains 194614 members 
Mstep: Class 13 contains 10346 members 
Mstep: Class 14 contains 101635 members 
Mstep: Class 15 contains 26558 members 
Mstep: Class 16 contains 32749 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126370 members 
Mstep: Class 19 contains 20519 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 228849 members 
Mstep: Class 22 contains 55384 members 
Mstep: Class 23 contains 18365 members 
Mstep: Class 24 contains 153314 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7870 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467984.000000 Penalty: 101426.492188
Iteration 244Q: 30 clusters Score -1.58468e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104859 members 
Mstep: Class 2 contains 67867 members 
Mstep: Class 3 contains 17117 members 
Mstep: Class 4 contains 30777 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 8748 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18969 members 
Mstep: Class 10 contains 37330 members 
Mstep: Class 11 contains 7460 members 
Mstep: Class 12 contains 194679 members 
Mstep: Class 13 contains 10340 members 
Mstep: Class 14 contains 101634 members 
Mstep: Class 15 contains 26561 members 
Mstep: Class 16 contains 32759 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126374 members 
Mstep: Class 19 contains 20521 members 
Mstep: Class 20 contains 10061 members 
Mstep: Class 21 contains 228859 members 
Mstep: Class 22 contains 55384 members 
Mstep: Class 23 contains 18358 members 
Mstep: Class 24 contains 153311 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7872 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468064.000000 Penalty: 101426.492188
Iteration 245Q: 30 clusters Score -1.584681e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104778 members 
Mstep: Class 2 contains 67873 members 
Mstep: Class 3 contains 17123 members 
Mstep: Class 4 contains 30776 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 8748 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18969 members 
Mstep: Class 10 contains 37327 members 
Mstep: Class 11 contains 7463 members 
Mstep: Class 12 contains 194739 members 
Mstep: Class 13 contains 10336 members 
Mstep: Class 14 contains 101634 members 
Mstep: Class 15 contains 26562 members 
Mstep: Class 16 contains 32768 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126367 members 
Mstep: Class 19 contains 20522 members 
Mstep: Class 20 contains 10062 members 
Mstep: Class 21 contains 228858 members 
Mstep: Class 22 contains 55382 members 
Mstep: Class 23 contains 18354 members 
Mstep: Class 24 contains 153311 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7875 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468096.000000 Penalty: 101426.492188
Iteration 246Q: 30 clusters Score -1.584681e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104712 members 
Mstep: Class 2 contains 67881 members 
Mstep: Class 3 contains 17126 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 8750 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18966 members 
Mstep: Class 10 contains 37328 members 
Mstep: Class 11 contains 7464 members 
Mstep: Class 12 contains 194782 members 
Mstep: Class 13 contains 10335 members 
Mstep: Class 14 contains 101635 members 
Mstep: Class 15 contains 26560 members 
Mstep: Class 16 contains 32776 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126368 members 
Mstep: Class 19 contains 20521 members 
Mstep: Class 20 contains 10063 members 
Mstep: Class 21 contains 228852 members 
Mstep: Class 22 contains 55380 members 
Mstep: Class 23 contains 18349 members 
Mstep: Class 24 contains 153309 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7880 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467936.000000 Penalty: 101426.492188
Iteration 247Q: 30 clusters Score -1.584679e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104656 members 
Mstep: Class 2 contains 67884 members 
Mstep: Class 3 contains 17128 members 
Mstep: Class 4 contains 30773 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 8748 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18964 members 
Mstep: Class 10 contains 37325 members 
Mstep: Class 11 contains 7464 members 
Mstep: Class 12 contains 194819 members 
Mstep: Class 13 contains 10328 members 
Mstep: Class 14 contains 101638 members 
Mstep: Class 15 contains 26564 members 
Mstep: Class 16 contains 32790 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126372 members 
Mstep: Class 19 contains 20519 members 
Mstep: Class 20 contains 10063 members 
Mstep: Class 21 contains 228852 members 
Mstep: Class 22 contains 55383 members 
Mstep: Class 23 contains 18342 members 
Mstep: Class 24 contains 153305 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7878 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468000.000000 Penalty: 101426.492188
Iteration 248Q: 30 clusters Score -1.58468e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104599 members 
Mstep: Class 2 contains 67887 members 
Mstep: Class 3 contains 17131 members 
Mstep: Class 4 contains 30772 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 8748 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18963 members 
Mstep: Class 10 contains 37322 members 
Mstep: Class 11 contains 7467 members 
Mstep: Class 12 contains 194845 members 
Mstep: Class 13 contains 10323 members 
Mstep: Class 14 contains 101636 members 
Mstep: Class 15 contains 26568 members 
Mstep: Class 16 contains 32798 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126369 members 
Mstep: Class 19 contains 20518 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 228856 members 
Mstep: Class 22 contains 55387 members 
Mstep: Class 23 contains 18343 members 
Mstep: Class 24 contains 153303 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7882 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468080.000000 Penalty: 101426.492188
Iteration 249Q: 30 clusters Score -1.584681e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104552 members 
Mstep: Class 2 contains 67891 members 
Mstep: Class 3 contains 17131 members 
Mstep: Class 4 contains 30772 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 8748 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18965 members 
Mstep: Class 10 contains 37322 members 
Mstep: Class 11 contains 7471 members 
Mstep: Class 12 contains 194869 members 
Mstep: Class 13 contains 10314 members 
Mstep: Class 14 contains 101635 members 
Mstep: Class 15 contains 26570 members 
Mstep: Class 16 contains 32810 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126361 members 
Mstep: Class 19 contains 20519 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 228863 members 
Mstep: Class 22 contains 55388 members 
Mstep: Class 23 contains 18339 members 
Mstep: Class 24 contains 153295 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7884 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468000.000000 Penalty: 101426.492188
Iteration 250Q: 30 clusters Score -1.58468e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104511 members 
Mstep: Class 2 contains 67893 members 
Mstep: Class 3 contains 17134 members 
Mstep: Class 4 contains 30772 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 8745 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18966 members 
Mstep: Class 10 contains 37323 members 
Mstep: Class 11 contains 7471 members 
Mstep: Class 12 contains 194894 members 
Mstep: Class 13 contains 10314 members 
Mstep: Class 14 contains 101635 members 
Mstep: Class 15 contains 26570 members 
Mstep: Class 16 contains 32825 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126356 members 
Mstep: Class 19 contains 20516 members 
Mstep: Class 20 contains 10068 members 
Mstep: Class 21 contains 228860 members 
Mstep: Class 22 contains 55391 members 
Mstep: Class 23 contains 18335 members 
Mstep: Class 24 contains 153291 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7884 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467888.000000 Penalty: 101426.492188
Iteration 251Q: 30 clusters Score -1.584679e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104465 members 
Mstep: Class 2 contains 67899 members 
Mstep: Class 3 contains 17129 members 
Mstep: Class 4 contains 30772 members 
Mstep: Class 5 contains 12347 members 
Mstep: Class 6 contains 8745 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18968 members 
Mstep: Class 10 contains 37321 members 
Mstep: Class 11 contains 7471 members 
Mstep: Class 12 contains 194939 members 
Mstep: Class 13 contains 10316 members 
Mstep: Class 14 contains 101636 members 
Mstep: Class 15 contains 26571 members 
Mstep: Class 16 contains 32840 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126346 members 
Mstep: Class 19 contains 20515 members 
Mstep: Class 20 contains 10071 members 
Mstep: Class 21 contains 228858 members 
Mstep: Class 22 contains 55393 members 
Mstep: Class 23 contains 18324 members 
Mstep: Class 24 contains 153286 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7886 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467824.000000 Penalty: 101426.492188
Iteration 252Q: 30 clusters Score -1.584678e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104417 members 
Mstep: Class 2 contains 67899 members 
Mstep: Class 3 contains 17129 members 
Mstep: Class 4 contains 30771 members 
Mstep: Class 5 contains 12346 members 
Mstep: Class 6 contains 8746 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18966 members 
Mstep: Class 10 contains 37321 members 
Mstep: Class 11 contains 7470 members 
Mstep: Class 12 contains 194966 members 
Mstep: Class 13 contains 10314 members 
Mstep: Class 14 contains 101631 members 
Mstep: Class 15 contains 26575 members 
Mstep: Class 16 contains 32859 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126336 members 
Mstep: Class 19 contains 20515 members 
Mstep: Class 20 contains 10069 members 
Mstep: Class 21 contains 228867 members 
Mstep: Class 22 contains 55399 members 
Mstep: Class 23 contains 18320 members 
Mstep: Class 24 contains 153286 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7887 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467920.000000 Penalty: 101426.492188
Iteration 253Q: 30 clusters Score -1.584679e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104383 members 
Mstep: Class 2 contains 67899 members 
Mstep: Class 3 contains 17129 members 
Mstep: Class 4 contains 30772 members 
Mstep: Class 5 contains 12345 members 
Mstep: Class 6 contains 8745 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18965 members 
Mstep: Class 10 contains 37322 members 
Mstep: Class 11 contains 7471 members 
Mstep: Class 12 contains 194999 members 
Mstep: Class 13 contains 10308 members 
Mstep: Class 14 contains 101628 members 
Mstep: Class 15 contains 26575 members 
Mstep: Class 16 contains 32873 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126327 members 
Mstep: Class 19 contains 20513 members 
Mstep: Class 20 contains 10070 members 
Mstep: Class 21 contains 228869 members 
Mstep: Class 22 contains 55404 members 
Mstep: Class 23 contains 18317 members 
Mstep: Class 24 contains 153284 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7887 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467984.000000 Penalty: 101426.492188
Iteration 254Q: 30 clusters Score -1.58468e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104342 members 
Mstep: Class 2 contains 67899 members 
Mstep: Class 3 contains 17131 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 12343 members 
Mstep: Class 6 contains 8747 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18962 members 
Mstep: Class 10 contains 37323 members 
Mstep: Class 11 contains 7471 members 
Mstep: Class 12 contains 195031 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 101628 members 
Mstep: Class 15 contains 26577 members 
Mstep: Class 16 contains 32883 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126322 members 
Mstep: Class 19 contains 20512 members 
Mstep: Class 20 contains 10074 members 
Mstep: Class 21 contains 228870 members 
Mstep: Class 22 contains 55408 members 
Mstep: Class 23 contains 18314 members 
Mstep: Class 24 contains 153281 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7888 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468048.000000 Penalty: 101426.492188
Iteration 255Q: 30 clusters Score -1.58468e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104301 members 
Mstep: Class 2 contains 67899 members 
Mstep: Class 3 contains 17130 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12342 members 
Mstep: Class 6 contains 8750 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18962 members 
Mstep: Class 10 contains 37324 members 
Mstep: Class 11 contains 7472 members 
Mstep: Class 12 contains 195067 members 
Mstep: Class 13 contains 10297 members 
Mstep: Class 14 contains 101629 members 
Mstep: Class 15 contains 26578 members 
Mstep: Class 16 contains 32904 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126312 members 
Mstep: Class 19 contains 20512 members 
Mstep: Class 20 contains 10073 members 
Mstep: Class 21 contains 228863 members 
Mstep: Class 22 contains 55411 members 
Mstep: Class 23 contains 18310 members 
Mstep: Class 24 contains 153273 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7893 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467920.000000 Penalty: 101426.492188
Iteration 256Q: 30 clusters Score -1.584679e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104268 members 
Mstep: Class 2 contains 67900 members 
Mstep: Class 3 contains 17127 members 
Mstep: Class 4 contains 30776 members 
Mstep: Class 5 contains 12341 members 
Mstep: Class 6 contains 8752 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18962 members 
Mstep: Class 10 contains 37325 members 
Mstep: Class 11 contains 7470 members 
Mstep: Class 12 contains 195096 members 
Mstep: Class 13 contains 10297 members 
Mstep: Class 14 contains 101631 members 
Mstep: Class 15 contains 26576 members 
Mstep: Class 16 contains 32919 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126304 members 
Mstep: Class 19 contains 20512 members 
Mstep: Class 20 contains 10072 members 
Mstep: Class 21 contains 228863 members 
Mstep: Class 22 contains 55411 members 
Mstep: Class 23 contains 18304 members 
Mstep: Class 24 contains 153269 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7895 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467872.000000 Penalty: 101426.492188
Iteration 257Q: 30 clusters Score -1.584679e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104245 members 
Mstep: Class 2 contains 67900 members 
Mstep: Class 3 contains 17127 members 
Mstep: Class 4 contains 30776 members 
Mstep: Class 5 contains 12342 members 
Mstep: Class 6 contains 8755 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18962 members 
Mstep: Class 10 contains 37325 members 
Mstep: Class 11 contains 7469 members 
Mstep: Class 12 contains 195107 members 
Mstep: Class 13 contains 10294 members 
Mstep: Class 14 contains 101632 members 
Mstep: Class 15 contains 26578 members 
Mstep: Class 16 contains 32926 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126302 members 
Mstep: Class 19 contains 20512 members 
Mstep: Class 20 contains 10073 members 
Mstep: Class 21 contains 228867 members 
Mstep: Class 22 contains 55408 members 
Mstep: Class 23 contains 18303 members 
Mstep: Class 24 contains 153266 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7895 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467920.000000 Penalty: 101426.492188
Iteration 258Q: 30 clusters Score -1.584679e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104222 members 
Mstep: Class 2 contains 67900 members 
Mstep: Class 3 contains 17124 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12342 members 
Mstep: Class 6 contains 8755 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18963 members 
Mstep: Class 10 contains 37325 members 
Mstep: Class 11 contains 7468 members 
Mstep: Class 12 contains 195122 members 
Mstep: Class 13 contains 10296 members 
Mstep: Class 14 contains 101632 members 
Mstep: Class 15 contains 26580 members 
Mstep: Class 16 contains 32931 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126297 members 
Mstep: Class 19 contains 20513 members 
Mstep: Class 20 contains 10075 members 
Mstep: Class 21 contains 228866 members 
Mstep: Class 22 contains 55409 members 
Mstep: Class 23 contains 18305 members 
Mstep: Class 24 contains 153264 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7895 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467984.000000 Penalty: 101426.492188
Iteration 259Q: 30 clusters Score -1.58468e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104200 members 
Mstep: Class 2 contains 67903 members 
Mstep: Class 3 contains 17123 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12342 members 
Mstep: Class 6 contains 8755 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18963 members 
Mstep: Class 10 contains 37325 members 
Mstep: Class 11 contains 7468 members 
Mstep: Class 12 contains 195138 members 
Mstep: Class 13 contains 10296 members 
Mstep: Class 14 contains 101633 members 
Mstep: Class 15 contains 26578 members 
Mstep: Class 16 contains 32932 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126295 members 
Mstep: Class 19 contains 20513 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 228866 members 
Mstep: Class 22 contains 55413 members 
Mstep: Class 23 contains 18304 members 
Mstep: Class 24 contains 153261 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7893 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467904.000000 Penalty: 101426.492188
Iteration 260F: 30 clusters Score -1.584679e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104185 members 
Mstep: Class 2 contains 67907 members 
Mstep: Class 3 contains 17119 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12342 members 
Mstep: Class 6 contains 8755 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18961 members 
Mstep: Class 10 contains 37326 members 
Mstep: Class 11 contains 7467 members 
Mstep: Class 12 contains 195152 members 
Mstep: Class 13 contains 10297 members 
Mstep: Class 14 contains 101631 members 
Mstep: Class 15 contains 26579 members 
Mstep: Class 16 contains 32934 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126293 members 
Mstep: Class 19 contains 20512 members 
Mstep: Class 20 contains 10078 members 
Mstep: Class 21 contains 228865 members 
Mstep: Class 22 contains 55414 members 
Mstep: Class 23 contains 18302 members 
Mstep: Class 24 contains 153259 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7894 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468048.000000 Penalty: 101426.492188
Iteration 261Q: 30 clusters Score -1.58468e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104160 members 
Mstep: Class 2 contains 67908 members 
Mstep: Class 3 contains 17118 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12342 members 
Mstep: Class 6 contains 8755 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18961 members 
Mstep: Class 10 contains 37328 members 
Mstep: Class 11 contains 7467 members 
Mstep: Class 12 contains 195165 members 
Mstep: Class 13 contains 10298 members 
Mstep: Class 14 contains 101631 members 
Mstep: Class 15 contains 26580 members 
Mstep: Class 16 contains 32940 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126288 members 
Mstep: Class 19 contains 20512 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 228865 members 
Mstep: Class 22 contains 55416 members 
Mstep: Class 23 contains 18299 members 
Mstep: Class 24 contains 153258 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7895 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467984.000000 Penalty: 101426.492188
Iteration 262Q: 30 clusters Score -1.58468e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104135 members 
Mstep: Class 2 contains 67909 members 
Mstep: Class 3 contains 17124 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12341 members 
Mstep: Class 6 contains 8755 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18961 members 
Mstep: Class 10 contains 37328 members 
Mstep: Class 11 contains 7467 members 
Mstep: Class 12 contains 195183 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 101630 members 
Mstep: Class 15 contains 26579 members 
Mstep: Class 16 contains 32948 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126284 members 
Mstep: Class 19 contains 20512 members 
Mstep: Class 20 contains 10079 members 
Mstep: Class 21 contains 228862 members 
Mstep: Class 22 contains 55417 members 
Mstep: Class 23 contains 18296 members 
Mstep: Class 24 contains 153254 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7895 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467952.000000 Penalty: 101426.492188
Iteration 263Q: 30 clusters Score -1.58468e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104106 members 
Mstep: Class 2 contains 67909 members 
Mstep: Class 3 contains 17129 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12341 members 
Mstep: Class 6 contains 8755 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18960 members 
Mstep: Class 10 contains 37328 members 
Mstep: Class 11 contains 7467 members 
Mstep: Class 12 contains 195202 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 101629 members 
Mstep: Class 15 contains 26578 members 
Mstep: Class 16 contains 32953 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126288 members 
Mstep: Class 19 contains 20510 members 
Mstep: Class 20 contains 10081 members 
Mstep: Class 21 contains 228862 members 
Mstep: Class 22 contains 55419 members 
Mstep: Class 23 contains 18289 members 
Mstep: Class 24 contains 153249 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7895 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468016.000000 Penalty: 101426.492188
Iteration 264Q: 30 clusters Score -1.58468e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104079 members 
Mstep: Class 2 contains 67908 members 
Mstep: Class 3 contains 17131 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 12341 members 
Mstep: Class 6 contains 8755 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18960 members 
Mstep: Class 10 contains 37328 members 
Mstep: Class 11 contains 7467 members 
Mstep: Class 12 contains 195214 members 
Mstep: Class 13 contains 10298 members 
Mstep: Class 14 contains 101628 members 
Mstep: Class 15 contains 26579 members 
Mstep: Class 16 contains 32964 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126287 members 
Mstep: Class 19 contains 20509 members 
Mstep: Class 20 contains 10081 members 
Mstep: Class 21 contains 228862 members 
Mstep: Class 22 contains 55419 members 
Mstep: Class 23 contains 18287 members 
Mstep: Class 24 contains 153247 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7895 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467936.000000 Penalty: 101426.492188
Iteration 265Q: 30 clusters Score -1.584679e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104054 members 
Mstep: Class 2 contains 67908 members 
Mstep: Class 3 contains 17133 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 12341 members 
Mstep: Class 6 contains 8755 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18962 members 
Mstep: Class 10 contains 37328 members 
Mstep: Class 11 contains 7467 members 
Mstep: Class 12 contains 195221 members 
Mstep: Class 13 contains 10298 members 
Mstep: Class 14 contains 101630 members 
Mstep: Class 15 contains 26582 members 
Mstep: Class 16 contains 32968 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126285 members 
Mstep: Class 19 contains 20509 members 
Mstep: Class 20 contains 10081 members 
Mstep: Class 21 contains 228863 members 
Mstep: Class 22 contains 55418 members 
Mstep: Class 23 contains 18287 members 
Mstep: Class 24 contains 153244 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7894 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468016.000000 Penalty: 101426.492188
Iteration 266Q: 30 clusters Score -1.58468e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104021 members 
Mstep: Class 2 contains 67908 members 
Mstep: Class 3 contains 17131 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12341 members 
Mstep: Class 6 contains 8755 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18962 members 
Mstep: Class 10 contains 37328 members 
Mstep: Class 11 contains 7467 members 
Mstep: Class 12 contains 195251 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 101630 members 
Mstep: Class 15 contains 26583 members 
Mstep: Class 16 contains 32972 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126283 members 
Mstep: Class 19 contains 20509 members 
Mstep: Class 20 contains 10080 members 
Mstep: Class 21 contains 228863 members 
Mstep: Class 22 contains 55419 members 
Mstep: Class 23 contains 18287 members 
Mstep: Class 24 contains 153240 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7894 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468096.000000 Penalty: 101426.492188
Iteration 267Q: 30 clusters Score -1.584681e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103985 members 
Mstep: Class 2 contains 67910 members 
Mstep: Class 3 contains 17129 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12341 members 
Mstep: Class 6 contains 8755 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18964 members 
Mstep: Class 10 contains 37329 members 
Mstep: Class 11 contains 7468 members 
Mstep: Class 12 contains 195273 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 101628 members 
Mstep: Class 15 contains 26585 members 
Mstep: Class 16 contains 32975 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126279 members 
Mstep: Class 19 contains 20510 members 
Mstep: Class 20 contains 10080 members 
Mstep: Class 21 contains 228866 members 
Mstep: Class 22 contains 55419 members 
Mstep: Class 23 contains 18285 members 
Mstep: Class 24 contains 153239 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7894 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468016.000000 Penalty: 101426.492188
Iteration 268Q: 30 clusters Score -1.58468e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103944 members 
Mstep: Class 2 contains 67912 members 
Mstep: Class 3 contains 17129 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12341 members 
Mstep: Class 6 contains 8755 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18964 members 
Mstep: Class 10 contains 37329 members 
Mstep: Class 11 contains 7466 members 
Mstep: Class 12 contains 195292 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 101628 members 
Mstep: Class 15 contains 26586 members 
Mstep: Class 16 contains 32981 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126274 members 
Mstep: Class 19 contains 20509 members 
Mstep: Class 20 contains 10081 members 
Mstep: Class 21 contains 228870 members 
Mstep: Class 22 contains 55422 members 
Mstep: Class 23 contains 18282 members 
Mstep: Class 24 contains 153235 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7895 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467952.000000 Penalty: 101426.492188
Iteration 269Q: 30 clusters Score -1.58468e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103905 members 
Mstep: Class 2 contains 67913 members 
Mstep: Class 3 contains 17132 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12340 members 
Mstep: Class 6 contains 8755 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18964 members 
Mstep: Class 10 contains 37328 members 
Mstep: Class 11 contains 7466 members 
Mstep: Class 12 contains 195310 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 101628 members 
Mstep: Class 15 contains 26586 members 
Mstep: Class 16 contains 32985 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126270 members 
Mstep: Class 19 contains 20509 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 228878 members 
Mstep: Class 22 contains 55422 members 
Mstep: Class 23 contains 18279 members 
Mstep: Class 24 contains 153235 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7897 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468032.000000 Penalty: 101426.492188
Iteration 270Q: 30 clusters Score -1.58468e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103871 members 
Mstep: Class 2 contains 67912 members 
Mstep: Class 3 contains 17138 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12339 members 
Mstep: Class 6 contains 8755 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18964 members 
Mstep: Class 10 contains 37328 members 
Mstep: Class 11 contains 7467 members 
Mstep: Class 12 contains 195324 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 101628 members 
Mstep: Class 15 contains 26588 members 
Mstep: Class 16 contains 32995 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126262 members 
Mstep: Class 19 contains 20509 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 228886 members 
Mstep: Class 22 contains 55424 members 
Mstep: Class 23 contains 18274 members 
Mstep: Class 24 contains 153234 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7897 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468064.000000 Penalty: 101426.492188
Iteration 271Q: 30 clusters Score -1.584681e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103849 members 
Mstep: Class 2 contains 67913 members 
Mstep: Class 3 contains 17139 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12338 members 
Mstep: Class 6 contains 8755 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18964 members 
Mstep: Class 10 contains 37328 members 
Mstep: Class 11 contains 7466 members 
Mstep: Class 12 contains 195338 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 101629 members 
Mstep: Class 15 contains 26589 members 
Mstep: Class 16 contains 32998 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126261 members 
Mstep: Class 19 contains 20507 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 228891 members 
Mstep: Class 22 contains 55425 members 
Mstep: Class 23 contains 18269 members 
Mstep: Class 24 contains 153233 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7898 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468112.000000 Penalty: 101426.492188
Iteration 272Q: 30 clusters Score -1.584681e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103826 members 
Mstep: Class 2 contains 67916 members 
Mstep: Class 3 contains 17138 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12338 members 
Mstep: Class 6 contains 8755 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18964 members 
Mstep: Class 10 contains 37328 members 
Mstep: Class 11 contains 7464 members 
Mstep: Class 12 contains 195349 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 101631 members 
Mstep: Class 15 contains 26590 members 
Mstep: Class 16 contains 33001 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126258 members 
Mstep: Class 19 contains 20505 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 228898 members 
Mstep: Class 22 contains 55426 members 
Mstep: Class 23 contains 18268 members 
Mstep: Class 24 contains 153230 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7900 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467984.000000 Penalty: 101426.492188
Iteration 273Q: 30 clusters Score -1.58468e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103804 members 
Mstep: Class 2 contains 67919 members 
Mstep: Class 3 contains 17137 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12338 members 
Mstep: Class 6 contains 8756 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18965 members 
Mstep: Class 10 contains 37328 members 
Mstep: Class 11 contains 7464 members 
Mstep: Class 12 contains 195355 members 
Mstep: Class 13 contains 10303 members 
Mstep: Class 14 contains 101632 members 
Mstep: Class 15 contains 26589 members 
Mstep: Class 16 contains 33002 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126258 members 
Mstep: Class 19 contains 20504 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 228907 members 
Mstep: Class 22 contains 55426 members 
Mstep: Class 23 contains 18265 members 
Mstep: Class 24 contains 153228 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7901 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467904.000000 Penalty: 101426.492188
Iteration 274Q: 30 clusters Score -1.584679e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103781 members 
Mstep: Class 2 contains 67920 members 
Mstep: Class 3 contains 17134 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12338 members 
Mstep: Class 6 contains 8757 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18965 members 
Mstep: Class 10 contains 37326 members 
Mstep: Class 11 contains 7465 members 
Mstep: Class 12 contains 195364 members 
Mstep: Class 13 contains 10307 members 
Mstep: Class 14 contains 101632 members 
Mstep: Class 15 contains 26588 members 
Mstep: Class 16 contains 33003 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126257 members 
Mstep: Class 19 contains 20504 members 
Mstep: Class 20 contains 10083 members 
Mstep: Class 21 contains 228915 members 
Mstep: Class 22 contains 55428 members 
Mstep: Class 23 contains 18261 members 
Mstep: Class 24 contains 153225 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7901 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467856.000000 Penalty: 101426.492188
Iteration 275Q: 30 clusters Score -1.584679e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103751 members 
Mstep: Class 2 contains 67920 members 
Mstep: Class 3 contains 17136 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12337 members 
Mstep: Class 6 contains 8757 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18965 members 
Mstep: Class 10 contains 37326 members 
Mstep: Class 11 contains 7465 members 
Mstep: Class 12 contains 195379 members 
Mstep: Class 13 contains 10307 members 
Mstep: Class 14 contains 101628 members 
Mstep: Class 15 contains 26588 members 
Mstep: Class 16 contains 33006 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126256 members 
Mstep: Class 19 contains 20501 members 
Mstep: Class 20 contains 10084 members 
Mstep: Class 21 contains 228917 members 
Mstep: Class 22 contains 55430 members 
Mstep: Class 23 contains 18258 members 
Mstep: Class 24 contains 153228 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7904 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467872.000000 Penalty: 101426.492188
Iteration 276Q: 30 clusters Score -1.584679e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103724 members 
Mstep: Class 2 contains 67920 members 
Mstep: Class 3 contains 17141 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12337 members 
Mstep: Class 6 contains 8757 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18965 members 
Mstep: Class 10 contains 37327 members 
Mstep: Class 11 contains 7464 members 
Mstep: Class 12 contains 195387 members 
Mstep: Class 13 contains 10305 members 
Mstep: Class 14 contains 101628 members 
Mstep: Class 15 contains 26588 members 
Mstep: Class 16 contains 33007 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126255 members 
Mstep: Class 19 contains 20499 members 
Mstep: Class 20 contains 10084 members 
Mstep: Class 21 contains 228921 members 
Mstep: Class 22 contains 55431 members 
Mstep: Class 23 contains 18261 members 
Mstep: Class 24 contains 153226 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467872.000000 Penalty: 101426.492188
Iteration 277Q: 30 clusters Score -1.584679e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103705 members 
Mstep: Class 2 contains 67923 members 
Mstep: Class 3 contains 17139 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12337 members 
Mstep: Class 6 contains 8757 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18965 members 
Mstep: Class 10 contains 37327 members 
Mstep: Class 11 contains 7464 members 
Mstep: Class 12 contains 195398 members 
Mstep: Class 13 contains 10308 members 
Mstep: Class 14 contains 101626 members 
Mstep: Class 15 contains 26588 members 
Mstep: Class 16 contains 33014 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126254 members 
Mstep: Class 19 contains 20497 members 
Mstep: Class 20 contains 10084 members 
Mstep: Class 21 contains 228920 members 
Mstep: Class 22 contains 55433 members 
Mstep: Class 23 contains 18257 members 
Mstep: Class 24 contains 153222 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467920.000000 Penalty: 101426.492188
Iteration 278Q: 30 clusters Score -1.584679e+08 nChanged 70
Entering ConstructFrom: 
Score: -158467920.000000 Penalty: 101426.492188
Entering ConstructFrom: 
Trying to split cluster 1 (103687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103687 members 
Entering Unmasked Estep 
Score: -12616393.000000 Penalty: 2864.184814
	Iteration 0F: 2 clusters Score -1.261639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -12546518.000000 Penalty: 5728.369629
	Iteration 0F: 3 clusters Score -1.254652e+07 nChanged 49345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52943 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -12575191.000000 Penalty: 5728.369629
	Iteration 1F: 3 clusters Score -1.257519e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53495 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -12576263.000000 Penalty: 5728.369629
	Iteration 2Q: 3 clusters Score -1.257626e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 49386 members 
Entering Unmasked Estep 
Score: -12577632.000000 Penalty: 5728.369629
	Iteration 3Q: 3 clusters Score -1.257763e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55539 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -12579627.000000 Penalty: 5728.369629
	Iteration 4Q: 3 clusters Score -1.257963e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -12582186.000000 Penalty: 5728.369629
	Iteration 5F: 3 clusters Score -1.258219e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59641 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -12585666.000000 Penalty: 5728.369629
	Iteration 6F: 3 clusters Score -1.258567e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62638 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -12589810.000000 Penalty: 5728.369629
	Iteration 7F: 3 clusters Score -1.258981e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -12594202.000000 Penalty: 5728.369629
	Iteration 8F: 3 clusters Score -1.25942e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68358 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -12598006.000000 Penalty: 5728.369629
	Iteration 9F: 3 clusters Score -1.259801e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70596 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -12600785.000000 Penalty: 5728.369629
	Iteration 10Q: 3 clusters Score -1.260078e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72376 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -12602437.000000 Penalty: 5728.369629
	Iteration 11Q: 3 clusters Score -1.260244e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73986 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -12603410.000000 Penalty: 5728.369629
	Iteration 12Q: 3 clusters Score -1.260341e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75471 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -12604152.000000 Penalty: 5728.369629
	Iteration 13Q: 3 clusters Score -1.260415e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76965 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -12604933.000000 Penalty: 5728.369629
	Iteration 14Q: 3 clusters Score -1.260493e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78505 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -12605650.000000 Penalty: 5728.369629
	Iteration 15Q: 3 clusters Score -1.260565e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79984 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -12606424.000000 Penalty: 5728.369629
	Iteration 16Q: 3 clusters Score -1.260642e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81386 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -12607070.000000 Penalty: 5728.369629
	Iteration 17Q: 3 clusters Score -1.260707e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82655 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -12607642.000000 Penalty: 5728.369629
	Iteration 18Q: 3 clusters Score -1.260764e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83806 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -12608007.000000 Penalty: 5728.369629
	Iteration 19Q: 3 clusters Score -1.260801e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84919 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -12608493.000000 Penalty: 5728.369629
	Iteration 20F: 3 clusters Score -1.260849e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85966 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -12608889.000000 Penalty: 5728.369629
	Iteration 21Q: 3 clusters Score -1.260889e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87024 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -12609291.000000 Penalty: 5728.369629
	Iteration 22Q: 3 clusters Score -1.260929e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88026 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -12609702.000000 Penalty: 5728.369629
	Iteration 23Q: 3 clusters Score -1.26097e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88983 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -12610017.000000 Penalty: 5728.369629
	Iteration 24Q: 3 clusters Score -1.261002e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89834 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -12610307.000000 Penalty: 5728.369629
	Iteration 25Q: 3 clusters Score -1.261031e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90681 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -12610565.000000 Penalty: 5728.369629
	Iteration 26Q: 3 clusters Score -1.261056e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91512 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -12610868.000000 Penalty: 5728.369629
	Iteration 27Q: 3 clusters Score -1.261087e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92272 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -12611095.000000 Penalty: 5728.369629
	Iteration 28Q: 3 clusters Score -1.26111e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93006 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -12611382.000000 Penalty: 5728.369629
	Iteration 29Q: 3 clusters Score -1.261138e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93705 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -12611594.000000 Penalty: 5728.369629
	Iteration 30Q: 3 clusters Score -1.261159e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94367 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -12611800.000000 Penalty: 5728.369629
	Iteration 31Q: 3 clusters Score -1.26118e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95004 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -12612049.000000 Penalty: 5728.369629
	Iteration 32Q: 3 clusters Score -1.261205e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95600 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -12612231.000000 Penalty: 5728.369629
	Iteration 33Q: 3 clusters Score -1.261223e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96158 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -12612441.000000 Penalty: 5728.369629
	Iteration 34Q: 3 clusters Score -1.261244e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96722 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -12612654.000000 Penalty: 5728.369629
	Iteration 35Q: 3 clusters Score -1.261265e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97251 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -12612847.000000 Penalty: 5728.369629
	Iteration 36Q: 3 clusters Score -1.261285e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97728 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -12613020.000000 Penalty: 5728.369629
	Iteration 37Q: 3 clusters Score -1.261302e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98145 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -12613170.000000 Penalty: 5728.369629
	Iteration 38Q: 3 clusters Score -1.261317e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98504 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -12613313.000000 Penalty: 5728.369629
	Iteration 39Q: 3 clusters Score -1.261331e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98862 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -12613507.000000 Penalty: 5728.369629
	Iteration 40F: 3 clusters Score -1.261351e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99175 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -12613657.000000 Penalty: 5728.369629
	Iteration 41Q: 3 clusters Score -1.261366e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99466 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -12613777.000000 Penalty: 5728.369629
	Iteration 42Q: 3 clusters Score -1.261378e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99688 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -12613874.000000 Penalty: 5728.369629
	Iteration 43Q: 3 clusters Score -1.261387e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99885 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -12613933.000000 Penalty: 5728.369629
	Iteration 44Q: 3 clusters Score -1.261393e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100042 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -12613986.000000 Penalty: 5728.369629
	Iteration 45Q: 3 clusters Score -1.261399e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100188 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -12614033.000000 Penalty: 5728.369629
	Iteration 46Q: 3 clusters Score -1.261403e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100312 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -12614043.000000 Penalty: 5728.369629
	Iteration 47Q: 3 clusters Score -1.261404e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100398 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -12614109.000000 Penalty: 5728.369629
	Iteration 48Q: 3 clusters Score -1.261411e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100464 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -12614139.000000 Penalty: 5728.369629
	Iteration 49Q: 3 clusters Score -1.261414e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100531 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -12614157.000000 Penalty: 5728.369629
	Iteration 50Q: 3 clusters Score -1.261416e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100599 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -12614192.000000 Penalty: 5728.369629
	Iteration 51Q: 3 clusters Score -1.261419e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100668 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -12614236.000000 Penalty: 5728.369629
	Iteration 52Q: 3 clusters Score -1.261424e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100731 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -12614218.000000 Penalty: 5728.369629
	Iteration 53Q: 3 clusters Score -1.261422e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100799 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -12614245.000000 Penalty: 5728.369629
	Iteration 54Q: 3 clusters Score -1.261424e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100860 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -12614257.000000 Penalty: 5728.369629
	Iteration 55Q: 3 clusters Score -1.261426e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100919 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -12614255.000000 Penalty: 5728.369629
	Iteration 56Q: 3 clusters Score -1.261426e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100957 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -12614275.000000 Penalty: 5728.369629
	Iteration 57Q: 3 clusters Score -1.261428e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100999 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -12614288.000000 Penalty: 5728.369629
	Iteration 58Q: 3 clusters Score -1.261429e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101033 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -12614303.000000 Penalty: 5728.369629
	Iteration 59Q: 3 clusters Score -1.26143e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101052 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -12614295.000000 Penalty: 5728.369629
	Iteration 60F: 3 clusters Score -1.26143e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101075 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -12614301.000000 Penalty: 5728.369629
	Iteration 61Q: 3 clusters Score -1.26143e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101109 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -12614322.000000 Penalty: 5728.369629
	Iteration 62Q: 3 clusters Score -1.261432e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101136 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -12614322.000000 Penalty: 5728.369629
	Iteration 63Q: 3 clusters Score -1.261432e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101159 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -12614320.000000 Penalty: 5728.369629
	Iteration 64Q: 3 clusters Score -1.261432e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101183 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -12614314.000000 Penalty: 5728.369629
	Iteration 65Q: 3 clusters Score -1.261431e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101209 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -12614359.000000 Penalty: 5728.369629
	Iteration 66Q: 3 clusters Score -1.261436e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101241 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -12614378.000000 Penalty: 5728.369629
	Iteration 67Q: 3 clusters Score -1.261438e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101268 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -12614373.000000 Penalty: 5728.369629
	Iteration 68Q: 3 clusters Score -1.261437e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101290 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -12614369.000000 Penalty: 5728.369629
	Iteration 69Q: 3 clusters Score -1.261437e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101322 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -12614385.000000 Penalty: 5728.369629
	Iteration 70Q: 3 clusters Score -1.261438e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101342 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -12614370.000000 Penalty: 5728.369629
	Iteration 71Q: 3 clusters Score -1.261437e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101366 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -12614371.000000 Penalty: 5728.369629
	Iteration 72Q: 3 clusters Score -1.261437e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101384 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -12614386.000000 Penalty: 5728.369629
	Iteration 73Q: 3 clusters Score -1.261439e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101405 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -12614397.000000 Penalty: 5728.369629
	Iteration 74Q: 3 clusters Score -1.26144e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101428 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -12614395.000000 Penalty: 5728.369629
	Iteration 75Q: 3 clusters Score -1.26144e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101441 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -12614399.000000 Penalty: 5728.369629
	Iteration 76Q: 3 clusters Score -1.26144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101449 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -12614390.000000 Penalty: 5728.369629
	Iteration 77Q: 3 clusters Score -1.261439e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101454 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -12614390.000000 Penalty: 5728.369629
	Iteration 78Q: 3 clusters Score -1.261439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101460 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -12614392.000000 Penalty: 5728.369629
	Iteration 79Q: 3 clusters Score -1.261439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101466 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -12614385.000000 Penalty: 5728.369629
	Iteration 80F: 3 clusters Score -1.261438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101475 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -12614403.000000 Penalty: 5728.369629
	Iteration 81Q: 3 clusters Score -1.26144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101478 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -12614402.000000 Penalty: 5728.369629
	Iteration 82Q: 3 clusters Score -1.26144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101481 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -12614403.000000 Penalty: 5728.369629
	Iteration 83Q: 3 clusters Score -1.26144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101485 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -12614413.000000 Penalty: 5728.369629
	Iteration 84Q: 3 clusters Score -1.261441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101491 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -12614410.000000 Penalty: 5728.369629
	Iteration 85Q: 3 clusters Score -1.261441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101498 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -12614414.000000 Penalty: 5728.369629
	Iteration 86Q: 3 clusters Score -1.261441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101505 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -12614413.000000 Penalty: 5728.369629
	Iteration 87Q: 3 clusters Score -1.261441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101508 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -12614418.000000 Penalty: 5728.369629
	Iteration 88Q: 3 clusters Score -1.261442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101510 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -12614415.000000 Penalty: 5728.369629
	Iteration 89Q: 3 clusters Score -1.261442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101512 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -12614410.000000 Penalty: 5728.369629
	Iteration 90Q: 3 clusters Score -1.261441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101513 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -12614411.000000 Penalty: 5728.369629
	Iteration 91Q: 3 clusters Score -1.261441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101516 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -12614406.000000 Penalty: 5728.369629
	Iteration 92Q: 3 clusters Score -1.261441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101521 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -12614409.000000 Penalty: 5728.369629
	Iteration 93Q: 3 clusters Score -1.261441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101526 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -12614423.000000 Penalty: 5728.369629
	Iteration 94Q: 3 clusters Score -1.261442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101531 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -12614418.000000 Penalty: 5728.369629
	Iteration 95Q: 3 clusters Score -1.261442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101534 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -12614410.000000 Penalty: 5728.369629
	Iteration 96Q: 3 clusters Score -1.261441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101539 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -12614410.000000 Penalty: 5728.369629
	Iteration 97Q: 3 clusters Score -1.261441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101540 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -12614416.000000 Penalty: 5728.369629
	Iteration 98Q: 3 clusters Score -1.261442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101542 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -12614413.000000 Penalty: 5728.369629
	Iteration 99Q: 3 clusters Score -1.261441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101548 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -12614412.000000 Penalty: 5728.369629
	Iteration 100F: 3 clusters Score -1.261441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101550 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -12614417.000000 Penalty: 5728.369629
	Iteration 101Q: 3 clusters Score -1.261442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101551 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -12614419.000000 Penalty: 5728.369629
	Iteration 102Q: 3 clusters Score -1.261442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101554 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -12614421.000000 Penalty: 5728.369629
	Iteration 103Q: 3 clusters Score -1.261442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101556 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -12614427.000000 Penalty: 5728.369629
	Iteration 104Q: 3 clusters Score -1.261443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101559 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -12614425.000000 Penalty: 5728.369629
	Iteration 105Q: 3 clusters Score -1.261442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101560 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -12614423.000000 Penalty: 5728.369629
	Iteration 106Q: 3 clusters Score -1.261442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101564 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -12614419.000000 Penalty: 5728.369629
	Iteration 107Q: 3 clusters Score -1.261442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101569 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -12614426.000000 Penalty: 5728.369629
	Iteration 108Q: 3 clusters Score -1.261443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101573 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -12614432.000000 Penalty: 5728.369629
	Iteration 109Q: 3 clusters Score -1.261443e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101584 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -12614441.000000 Penalty: 5728.369629
	Iteration 110Q: 3 clusters Score -1.261444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101588 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -12614441.000000 Penalty: 5728.369629
	Iteration 111Q: 3 clusters Score -1.261444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101594 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -12614450.000000 Penalty: 5728.369629
	Iteration 112Q: 3 clusters Score -1.261445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101600 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -12614447.000000 Penalty: 5728.369629
	Iteration 113Q: 3 clusters Score -1.261445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101608 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -12614455.000000 Penalty: 5728.369629
	Iteration 114Q: 3 clusters Score -1.261446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101614 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -12614452.000000 Penalty: 5728.369629
	Iteration 115Q: 3 clusters Score -1.261445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101621 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -12614464.000000 Penalty: 5728.369629
	Iteration 116Q: 3 clusters Score -1.261446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101624 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -12614466.000000 Penalty: 5728.369629
	Iteration 117Q: 3 clusters Score -1.261447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101626 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -12614464.000000 Penalty: 5728.369629
	Iteration 118Q: 3 clusters Score -1.261446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101627 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -12614471.000000 Penalty: 5728.369629
	Iteration 119Q: 3 clusters Score -1.261447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101628 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -12614462.000000 Penalty: 5728.369629
	Iteration 120F: 3 clusters Score -1.261446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101629 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -12614472.000000 Penalty: 5728.369629
	Iteration 121Q: 3 clusters Score -1.261447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101631 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -12614478.000000 Penalty: 5728.369629
	Iteration 122Q: 3 clusters Score -1.261448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101634 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -12614479.000000 Penalty: 5728.369629
	Iteration 123Q: 3 clusters Score -1.261448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101636 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -12614481.000000 Penalty: 5728.369629
	Iteration 124Q: 3 clusters Score -1.261448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101637 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -12614483.000000 Penalty: 5728.369629
	Iteration 125Q: 3 clusters Score -1.261448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101637 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -12614475.000000 Penalty: 5728.369629
	Iteration 126Q: 3 clusters Score -1.261448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101637 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -12614476.000000 Penalty: 5728.369629
	Iteration 127Q: 3 clusters Score -1.261448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101637 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -12614476.000000 Penalty: 5728.369629
	Iteration 128F: 3 clusters Score -1.261448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (67927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67927 members 
Entering Unmasked Estep 
Score: -8326188.500000 Penalty: 2759.294922
	Iteration 0F: 2 clusters Score -8326188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -8280497.000000 Penalty: 5518.589844
	Iteration 0F: 3 clusters Score -8280497 nChanged 31888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -8299508.500000 Penalty: 5518.589844
	Iteration 1F: 3 clusters Score -8299508 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -8301258.000000 Penalty: 5518.589844
	Iteration 2F: 3 clusters Score -8301258 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -8303689.500000 Penalty: 5518.589844
	Iteration 3F: 3 clusters Score -8303690 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -8306708.500000 Penalty: 5518.589844
	Iteration 4F: 3 clusters Score -8306708 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -8309464.500000 Penalty: 5518.589844
	Iteration 5F: 3 clusters Score -8309464 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -8311689.000000 Penalty: 5518.589844
	Iteration 6F: 3 clusters Score -8311689 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -8313527.000000 Penalty: 5518.589844
	Iteration 7F: 3 clusters Score -8313527 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -8315007.500000 Penalty: 5518.589844
	Iteration 8Q: 3 clusters Score -8315008 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56232 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -8316371.500000 Penalty: 5518.589844
	Iteration 9Q: 3 clusters Score -8316372 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58360 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -8317634.500000 Penalty: 5518.589844
	Iteration 10Q: 3 clusters Score -8317634 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60365 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -8318856.500000 Penalty: 5518.589844
	Iteration 11Q: 3 clusters Score -8318856 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62152 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -8320056.500000 Penalty: 5518.589844
	Iteration 12Q: 3 clusters Score -8320056 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63691 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -8321096.000000 Penalty: 5518.589844
	Iteration 13Q: 3 clusters Score -8321096 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64853 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -8321937.000000 Penalty: 5518.589844
	Iteration 14Q: 3 clusters Score -8321937 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65700 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -8322603.000000 Penalty: 5518.589844
	Iteration 15Q: 3 clusters Score -8322603 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66256 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -8323039.500000 Penalty: 5518.589844
	Iteration 16Q: 3 clusters Score -8323040 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66597 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8323298.000000 Penalty: 5518.589844
	Iteration 17Q: 3 clusters Score -8323298 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66825 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -8323472.500000 Penalty: 5518.589844
	Iteration 18Q: 3 clusters Score -8323472 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66988 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -8323602.000000 Penalty: 5518.589844
	Iteration 19Q: 3 clusters Score -8323602 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67087 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8323701.000000 Penalty: 5518.589844
	Iteration 20F: 3 clusters Score -8323701 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67161 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8323753.500000 Penalty: 5518.589844
	Iteration 21Q: 3 clusters Score -8323754 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67207 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8323796.500000 Penalty: 5518.589844
	Iteration 22Q: 3 clusters Score -8323796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67240 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8323828.500000 Penalty: 5518.589844
	Iteration 23Q: 3 clusters Score -8323828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67259 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8323854.500000 Penalty: 5518.589844
	Iteration 24Q: 3 clusters Score -8323854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67276 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8323882.500000 Penalty: 5518.589844
	Iteration 25Q: 3 clusters Score -8323882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67296 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8323899.000000 Penalty: 5518.589844
	Iteration 26Q: 3 clusters Score -8323899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67309 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8323913.500000 Penalty: 5518.589844
	Iteration 27Q: 3 clusters Score -8323914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67324 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8323929.500000 Penalty: 5518.589844
	Iteration 28Q: 3 clusters Score -8323930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67330 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8323930.000000 Penalty: 5518.589844
	Iteration 29Q: 3 clusters Score -8323930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67336 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8323938.000000 Penalty: 5518.589844
	Iteration 30Q: 3 clusters Score -8323938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67339 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8323940.500000 Penalty: 5518.589844
	Iteration 31Q: 3 clusters Score -8323940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67342 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8323957.500000 Penalty: 5518.589844
	Iteration 32Q: 3 clusters Score -8323958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67350 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8323961.000000 Penalty: 5518.589844
	Iteration 33Q: 3 clusters Score -8323961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67352 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8323969.000000 Penalty: 5518.589844
	Iteration 34Q: 3 clusters Score -8323969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67355 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8323972.000000 Penalty: 5518.589844
	Iteration 35Q: 3 clusters Score -8323972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8323979.500000 Penalty: 5518.589844
	Iteration 36Q: 3 clusters Score -8323980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8323977.500000 Penalty: 5518.589844
	Iteration 37Q: 3 clusters Score -8323978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8323977.500000 Penalty: 5518.589844
	Iteration 38F: 3 clusters Score -8323978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Entering Unmasked Estep 
Score: -1963232.250000 Penalty: 2417.750732
	Iteration 0F: 2 clusters Score -1963232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1950866.375000 Penalty: 4835.501465
	Iteration 0F: 3 clusters Score -1950866 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1954898.375000 Penalty: 4835.501465
	Iteration 1F: 3 clusters Score -1954898 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1955321.875000 Penalty: 4835.501465
	Iteration 2F: 3 clusters Score -1955322 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1955716.250000 Penalty: 4835.501465
	Iteration 3F: 3 clusters Score -1955716 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1956095.000000 Penalty: 4835.501465
	Iteration 4Q: 3 clusters Score -1956095 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1956457.000000 Penalty: 4835.501465
	Iteration 5Q: 3 clusters Score -1956457 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1956810.875000 Penalty: 4835.501465
	Iteration 6Q: 3 clusters Score -1956811 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1957203.125000 Penalty: 4835.501465
	Iteration 7Q: 3 clusters Score -1957203 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1957682.000000 Penalty: 4835.501465
	Iteration 8Q: 3 clusters Score -1957682 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1958186.625000 Penalty: 4835.501465
	Iteration 9Q: 3 clusters Score -1958187 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1958698.875000 Penalty: 4835.501465
	Iteration 10Q: 3 clusters Score -1958699 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1959164.875000 Penalty: 4835.501465
	Iteration 11Q: 3 clusters Score -1959165 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1959601.625000 Penalty: 4835.501465
	Iteration 12Q: 3 clusters Score -1959602 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1959987.500000 Penalty: 4835.501465
	Iteration 13Q: 3 clusters Score -1959988 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1960341.000000 Penalty: 4835.501465
	Iteration 14Q: 3 clusters Score -1960341 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1960610.875000 Penalty: 4835.501465
	Iteration 15Q: 3 clusters Score -1960611 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1960814.375000 Penalty: 4835.501465
	Iteration 16Q: 3 clusters Score -1960814 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1960984.625000 Penalty: 4835.501465
	Iteration 17Q: 3 clusters Score -1960985 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1961126.625000 Penalty: 4835.501465
	Iteration 18Q: 3 clusters Score -1961127 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1961221.125000 Penalty: 4835.501465
	Iteration 19Q: 3 clusters Score -1961221 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1961295.375000 Penalty: 4835.501465
	Iteration 20F: 3 clusters Score -1961295 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1961359.750000 Penalty: 4835.501465
	Iteration 21Q: 3 clusters Score -1961360 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1961430.500000 Penalty: 4835.501465
	Iteration 22Q: 3 clusters Score -1961430 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1961485.375000 Penalty: 4835.501465
	Iteration 23Q: 3 clusters Score -1961485 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1961525.875000 Penalty: 4835.501465
	Iteration 24Q: 3 clusters Score -1961526 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1961572.125000 Penalty: 4835.501465
	Iteration 25Q: 3 clusters Score -1961572 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1961601.875000 Penalty: 4835.501465
	Iteration 26Q: 3 clusters Score -1961602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1961618.625000 Penalty: 4835.501465
	Iteration 27Q: 3 clusters Score -1961619 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1961649.875000 Penalty: 4835.501465
	Iteration 28Q: 3 clusters Score -1961650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1961671.875000 Penalty: 4835.501465
	Iteration 29Q: 3 clusters Score -1961672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1961681.625000 Penalty: 4835.501465
	Iteration 30Q: 3 clusters Score -1961682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1961689.750000 Penalty: 4835.501465
	Iteration 31Q: 3 clusters Score -1961690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1961695.250000 Penalty: 4835.501465
	Iteration 32Q: 3 clusters Score -1961695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1961700.500000 Penalty: 4835.501465
	Iteration 33Q: 3 clusters Score -1961700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1961711.750000 Penalty: 4835.501465
	Iteration 34Q: 3 clusters Score -1961712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1961710.875000 Penalty: 4835.501465
	Iteration 35Q: 3 clusters Score -1961711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1961716.500000 Penalty: 4835.501465
	Iteration 36Q: 3 clusters Score -1961716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1961722.625000 Penalty: 4835.501465
	Iteration 37Q: 3 clusters Score -1961723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1961720.500000 Penalty: 4835.501465
	Iteration 38Q: 3 clusters Score -1961720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1961727.375000 Penalty: 4835.501465
	Iteration 39Q: 3 clusters Score -1961727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1961729.875000 Penalty: 4835.501465
	Iteration 40F: 3 clusters Score -1961730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Entering Unmasked Estep 
Score: -3752437.750000 Penalty: 2562.945557
	Iteration 0F: 2 clusters Score -3752438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -3731466.250000 Penalty: 5125.891113
	Iteration 0F: 3 clusters Score -3731466 nChanged 13782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -3738991.000000 Penalty: 5125.891113
	Iteration 1F: 3 clusters Score -3738991 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -3739671.750000 Penalty: 5125.891113
	Iteration 2F: 3 clusters Score -3739672 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -3740499.000000 Penalty: 5125.891113
	Iteration 3F: 3 clusters Score -3740499 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -3741635.000000 Penalty: 5125.891113
	Iteration 4F: 3 clusters Score -3741635 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -3743144.000000 Penalty: 5125.891113
	Iteration 5F: 3 clusters Score -3743144 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -3744716.250000 Penalty: 5125.891113
	Iteration 6F: 3 clusters Score -3744716 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -3746078.500000 Penalty: 5125.891113
	Iteration 7F: 3 clusters Score -3746078 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -3747030.250000 Penalty: 5125.891113
	Iteration 8F: 3 clusters Score -3747030 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -3747612.500000 Penalty: 5125.891113
	Iteration 9Q: 3 clusters Score -3747612 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -3748012.250000 Penalty: 5125.891113
	Iteration 10Q: 3 clusters Score -3748012 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -3748309.750000 Penalty: 5125.891113
	Iteration 11Q: 3 clusters Score -3748310 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -3748608.000000 Penalty: 5125.891113
	Iteration 12Q: 3 clusters Score -3748608 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -3748877.750000 Penalty: 5125.891113
	Iteration 13Q: 3 clusters Score -3748878 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -3749129.500000 Penalty: 5125.891113
	Iteration 14Q: 3 clusters Score -3749130 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -3749400.750000 Penalty: 5125.891113
	Iteration 15Q: 3 clusters Score -3749401 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -3749609.250000 Penalty: 5125.891113
	Iteration 16Q: 3 clusters Score -3749609 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -3749788.750000 Penalty: 5125.891113
	Iteration 17Q: 3 clusters Score -3749789 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -3749958.750000 Penalty: 5125.891113
	Iteration 18Q: 3 clusters Score -3749959 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -3750078.000000 Penalty: 5125.891113
	Iteration 19Q: 3 clusters Score -3750078 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -3750178.500000 Penalty: 5125.891113
	Iteration 20F: 3 clusters Score -3750178 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -3750280.000000 Penalty: 5125.891113
	Iteration 21Q: 3 clusters Score -3750280 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -3750358.500000 Penalty: 5125.891113
	Iteration 22Q: 3 clusters Score -3750358 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -3750420.750000 Penalty: 5125.891113
	Iteration 23Q: 3 clusters Score -3750421 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -3750461.250000 Penalty: 5125.891113
	Iteration 24Q: 3 clusters Score -3750461 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -3750495.750000 Penalty: 5125.891113
	Iteration 25Q: 3 clusters Score -3750496 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -3750547.250000 Penalty: 5125.891113
	Iteration 26Q: 3 clusters Score -3750547 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -3750572.250000 Penalty: 5125.891113
	Iteration 27Q: 3 clusters Score -3750572 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -3750604.500000 Penalty: 5125.891113
	Iteration 28Q: 3 clusters Score -3750604 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -3750621.000000 Penalty: 5125.891113
	Iteration 29Q: 3 clusters Score -3750621 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -3750642.250000 Penalty: 5125.891113
	Iteration 30Q: 3 clusters Score -3750642 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -3750650.000000 Penalty: 5125.891113
	Iteration 31Q: 3 clusters Score -3750650 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -3750657.000000 Penalty: 5125.891113
	Iteration 32Q: 3 clusters Score -3750657 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -3750665.500000 Penalty: 5125.891113
	Iteration 33Q: 3 clusters Score -3750666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -3750679.250000 Penalty: 5125.891113
	Iteration 34Q: 3 clusters Score -3750679 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -3750687.750000 Penalty: 5125.891113
	Iteration 35Q: 3 clusters Score -3750688 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -3750714.750000 Penalty: 5125.891113
	Iteration 36Q: 3 clusters Score -3750715 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -3750731.500000 Penalty: 5125.891113
	Iteration 37Q: 3 clusters Score -3750732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -3750742.000000 Penalty: 5125.891113
	Iteration 38Q: 3 clusters Score -3750742 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -3750747.000000 Penalty: 5125.891113
	Iteration 39Q: 3 clusters Score -3750747 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -3750766.250000 Penalty: 5125.891113
	Iteration 40F: 3 clusters Score -3750766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -3750764.750000 Penalty: 5125.891113
	Iteration 41Q: 3 clusters Score -3750765 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -3750765.250000 Penalty: 5125.891113
	Iteration 42Q: 3 clusters Score -3750765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -3750781.250000 Penalty: 5125.891113
	Iteration 43Q: 3 clusters Score -3750781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -3750778.750000 Penalty: 5125.891113
	Iteration 44Q: 3 clusters Score -3750779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -3750785.250000 Penalty: 5125.891113
	Iteration 45Q: 3 clusters Score -3750785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -3750790.500000 Penalty: 5125.891113
	Iteration 46Q: 3 clusters Score -3750790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -3750787.750000 Penalty: 5125.891113
	Iteration 47Q: 3 clusters Score -3750788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -3750789.000000 Penalty: 5125.891113
	Iteration 48Q: 3 clusters Score -3750789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -3750792.500000 Penalty: 5125.891113
	Iteration 49Q: 3 clusters Score -3750792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -3750789.250000 Penalty: 5125.891113
	Iteration 50Q: 3 clusters Score -3750789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -3750792.750000 Penalty: 5125.891113
	Iteration 51Q: 3 clusters Score -3750793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -3750790.000000 Penalty: 5125.891113
	Iteration 52Q: 3 clusters Score -3750790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -3750792.500000 Penalty: 5125.891113
	Iteration 53Q: 3 clusters Score -3750792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -3750795.000000 Penalty: 5125.891113
	Iteration 54Q: 3 clusters Score -3750795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -3750794.000000 Penalty: 5125.891113
	Iteration 55Q: 3 clusters Score -3750794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -3750790.000000 Penalty: 5125.891113
	Iteration 56Q: 3 clusters Score -3750790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -3750790.000000 Penalty: 5125.891113
	Iteration 57F: 3 clusters Score -3750790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Entering Unmasked Estep 
Score: -1524688.000000 Penalty: 2336.248779
	Iteration 0F: 2 clusters Score -1524688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1515647.375000 Penalty: 4672.497559
	Iteration 0F: 3 clusters Score -1515647 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1518294.500000 Penalty: 4672.497559
	Iteration 1F: 3 clusters Score -1518294 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1518669.500000 Penalty: 4672.497559
	Iteration 2F: 3 clusters Score -1518670 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1518972.500000 Penalty: 4672.497559
	Iteration 3F: 3 clusters Score -1518972 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1519282.625000 Penalty: 4672.497559
	Iteration 4Q: 3 clusters Score -1519283 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1519607.750000 Penalty: 4672.497559
	Iteration 5F: 3 clusters Score -1519608 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1519975.000000 Penalty: 4672.497559
	Iteration 6Q: 3 clusters Score -1519975 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1520386.500000 Penalty: 4672.497559
	Iteration 7F: 3 clusters Score -1520386 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1520794.250000 Penalty: 4672.497559
	Iteration 8Q: 3 clusters Score -1520794 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1521189.375000 Penalty: 4672.497559
	Iteration 9Q: 3 clusters Score -1521189 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1521611.375000 Penalty: 4672.497559
	Iteration 10Q: 3 clusters Score -1521611 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1521970.250000 Penalty: 4672.497559
	Iteration 11Q: 3 clusters Score -1521970 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1522242.500000 Penalty: 4672.497559
	Iteration 12Q: 3 clusters Score -1522242 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1522414.000000 Penalty: 4672.497559
	Iteration 13Q: 3 clusters Score -1522414 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1522545.375000 Penalty: 4672.497559
	Iteration 14Q: 3 clusters Score -1522545 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1522617.625000 Penalty: 4672.497559
	Iteration 15Q: 3 clusters Score -1522618 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1522662.375000 Penalty: 4672.497559
	Iteration 16Q: 3 clusters Score -1522662 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1522698.125000 Penalty: 4672.497559
	Iteration 17Q: 3 clusters Score -1522698 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1522726.125000 Penalty: 4672.497559
	Iteration 18Q: 3 clusters Score -1522726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1522754.000000 Penalty: 4672.497559
	Iteration 19Q: 3 clusters Score -1522754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1522769.875000 Penalty: 4672.497559
	Iteration 20F: 3 clusters Score -1522770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1522775.500000 Penalty: 4672.497559
	Iteration 21Q: 3 clusters Score -1522776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1522784.250000 Penalty: 4672.497559
	Iteration 22Q: 3 clusters Score -1522784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1522788.625000 Penalty: 4672.497559
	Iteration 23Q: 3 clusters Score -1522789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1522791.625000 Penalty: 4672.497559
	Iteration 24Q: 3 clusters Score -1522792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1522789.125000 Penalty: 4672.497559
	Iteration 25Q: 3 clusters Score -1522789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1522791.625000 Penalty: 4672.497559
	Iteration 26Q: 3 clusters Score -1522792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1522791.500000 Penalty: 4672.497559
	Iteration 27Q: 3 clusters Score -1522792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1522789.250000 Penalty: 4672.497559
	Iteration 28Q: 3 clusters Score -1522789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1522793.125000 Penalty: 4672.497559
	Iteration 29Q: 3 clusters Score -1522793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1522794.250000 Penalty: 4672.497559
	Iteration 30Q: 3 clusters Score -1522794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1522795.375000 Penalty: 4672.497559
	Iteration 31Q: 3 clusters Score -1522795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1522797.125000 Penalty: 4672.497559
	Iteration 32Q: 3 clusters Score -1522797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1522797.125000 Penalty: 4672.497559
	Iteration 33F: 3 clusters Score -1522797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Entering Unmasked Estep 
Score: -1012648.687500 Penalty: 2251.275146
	Iteration 0F: 2 clusters Score -1012649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1005767.687500 Penalty: 4502.550293
	Iteration 0F: 3 clusters Score -1005768 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1007716.875000 Penalty: 4502.550293
	Iteration 1F: 3 clusters Score -1007717 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1008013.187500 Penalty: 4502.550293
	Iteration 2F: 3 clusters Score -1008013 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1008269.125000 Penalty: 4502.550293
	Iteration 3F: 3 clusters Score -1008269 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1008507.437500 Penalty: 4502.550293
	Iteration 4Q: 3 clusters Score -1008507 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1008751.375000 Penalty: 4502.550293
	Iteration 5Q: 3 clusters Score -1008751 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1009025.000000 Penalty: 4502.550293
	Iteration 6Q: 3 clusters Score -1009025 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1009286.125000 Penalty: 4502.550293
	Iteration 7Q: 3 clusters Score -1009286 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1009572.625000 Penalty: 4502.550293
	Iteration 8Q: 3 clusters Score -1009573 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1009835.625000 Penalty: 4502.550293
	Iteration 9Q: 3 clusters Score -1009836 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1010048.687500 Penalty: 4502.550293
	Iteration 10Q: 3 clusters Score -1010049 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1010225.750000 Penalty: 4502.550293
	Iteration 11Q: 3 clusters Score -1010226 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1010354.500000 Penalty: 4502.550293
	Iteration 12Q: 3 clusters Score -1010354 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1010471.750000 Penalty: 4502.550293
	Iteration 13Q: 3 clusters Score -1010472 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1010557.500000 Penalty: 4502.550293
	Iteration 14Q: 3 clusters Score -1010558 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1010610.937500 Penalty: 4502.550293
	Iteration 15Q: 3 clusters Score -1010611 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1010644.437500 Penalty: 4502.550293
	Iteration 16Q: 3 clusters Score -1010644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1010666.562500 Penalty: 4502.550293
	Iteration 17Q: 3 clusters Score -1010667 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1010687.062500 Penalty: 4502.550293
	Iteration 18Q: 3 clusters Score -1010687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1010700.875000 Penalty: 4502.550293
	Iteration 19Q: 3 clusters Score -1010701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1010715.562500 Penalty: 4502.550293
	Iteration 20F: 3 clusters Score -1010716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1010729.812500 Penalty: 4502.550293
	Iteration 21Q: 3 clusters Score -1010730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1010738.250000 Penalty: 4502.550293
	Iteration 22Q: 3 clusters Score -1010738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1010752.000000 Penalty: 4502.550293
	Iteration 23Q: 3 clusters Score -1010752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1010754.812500 Penalty: 4502.550293
	Iteration 24Q: 3 clusters Score -1010755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1010756.062500 Penalty: 4502.550293
	Iteration 25Q: 3 clusters Score -1010756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1010756.625000 Penalty: 4502.550293
	Iteration 26Q: 3 clusters Score -1010757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1010760.437500 Penalty: 4502.550293
	Iteration 27Q: 3 clusters Score -1010760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1010761.375000 Penalty: 4502.550293
	Iteration 28Q: 3 clusters Score -1010761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1010767.375000 Penalty: 4502.550293
	Iteration 29Q: 3 clusters Score -1010767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1010771.750000 Penalty: 4502.550293
	Iteration 30Q: 3 clusters Score -1010772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1010773.125000 Penalty: 4502.550293
	Iteration 31Q: 3 clusters Score -1010773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1010776.562500 Penalty: 4502.550293
	Iteration 32Q: 3 clusters Score -1010777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1010781.187500 Penalty: 4502.550293
	Iteration 33Q: 3 clusters Score -1010781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1010781.500000 Penalty: 4502.550293
	Iteration 34Q: 3 clusters Score -1010782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1010784.500000 Penalty: 4502.550293
	Iteration 35Q: 3 clusters Score -1010784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1010785.375000 Penalty: 4502.550293
	Iteration 36Q: 3 clusters Score -1010785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1010785.375000 Penalty: 4502.550293
	Iteration 37F: 3 clusters Score -1010785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Entering Unmasked Estep 
Score: -73489.195312 Penalty: 1622.175415
	Iteration 0F: 2 clusters Score -73489.2 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 354 members 
Entering Unmasked Estep 
Score: -71888.664062 Penalty: 3244.350830
	Iteration 0F: 3 clusters Score -71888.66 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -72213.078125 Penalty: 3244.350830
	Iteration 1F: 3 clusters Score -72213.08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -72321.773438 Penalty: 3244.350830
	Iteration 2F: 3 clusters Score -72321.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -72368.312500 Penalty: 3244.350830
	Iteration 3Q: 3 clusters Score -72368.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72389.179688 Penalty: 3244.350830
	Iteration 4Q: 3 clusters Score -72389.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72406.062500 Penalty: 3244.350830
	Iteration 5Q: 3 clusters Score -72406.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72423.890625 Penalty: 3244.350830
	Iteration 6Q: 3 clusters Score -72423.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -72495.460938 Penalty: 3244.350830
	Iteration 7Q: 3 clusters Score -72495.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -72524.343750 Penalty: 3244.350830
	Iteration 8Q: 3 clusters Score -72524.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -72534.835938 Penalty: 3244.350830
	Iteration 9Q: 3 clusters Score -72534.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -72541.953125 Penalty: 3244.350830
	Iteration 10Q: 3 clusters Score -72541.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -72547.906250 Penalty: 3244.350830
	Iteration 11Q: 3 clusters Score -72547.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -72553.867188 Penalty: 3244.350830
	Iteration 12Q: 3 clusters Score -72553.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -72562.351562 Penalty: 3244.350830
	Iteration 13Q: 3 clusters Score -72562.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72562.820312 Penalty: 3244.350830
	Iteration 14Q: 3 clusters Score -72562.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72562.820312 Penalty: 3244.350830
	Iteration 15F: 3 clusters Score -72562.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Entering Unmasked Estep 
Score: -674111.812500 Penalty: 2148.343994
	Iteration 0F: 2 clusters Score -674111.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -669190.125000 Penalty: 4296.687988
	Iteration 0F: 3 clusters Score -669190.1 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -670605.062500 Penalty: 4296.687988
	Iteration 1F: 3 clusters Score -670605.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -670922.500000 Penalty: 4296.687988
	Iteration 2F: 3 clusters Score -670922.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -671171.437500 Penalty: 4296.687988
	Iteration 3F: 3 clusters Score -671171.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -671332.437500 Penalty: 4296.687988
	Iteration 4F: 3 clusters Score -671332.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -671493.375000 Penalty: 4296.687988
	Iteration 5Q: 3 clusters Score -671493.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -671669.937500 Penalty: 4296.687988
	Iteration 6Q: 3 clusters Score -671669.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -671850.687500 Penalty: 4296.687988
	Iteration 7Q: 3 clusters Score -671850.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -672030.750000 Penalty: 4296.687988
	Iteration 8Q: 3 clusters Score -672030.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -672216.875000 Penalty: 4296.687988
	Iteration 9Q: 3 clusters Score -672216.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -672382.000000 Penalty: 4296.687988
	Iteration 10Q: 3 clusters Score -672382 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -672507.062500 Penalty: 4296.687988
	Iteration 11Q: 3 clusters Score -672507.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -672611.437500 Penalty: 4296.687988
	Iteration 12Q: 3 clusters Score -672611.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -672679.812500 Penalty: 4296.687988
	Iteration 13Q: 3 clusters Score -672679.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -672736.562500 Penalty: 4296.687988
	Iteration 14Q: 3 clusters Score -672736.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -672786.125000 Penalty: 4296.687988
	Iteration 15Q: 3 clusters Score -672786.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -672829.375000 Penalty: 4296.687988
	Iteration 16Q: 3 clusters Score -672829.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -672858.062500 Penalty: 4296.687988
	Iteration 17Q: 3 clusters Score -672858.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -672884.812500 Penalty: 4296.687988
	Iteration 18Q: 3 clusters Score -672884.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -672900.375000 Penalty: 4296.687988
	Iteration 19Q: 3 clusters Score -672900.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -672920.125000 Penalty: 4296.687988
	Iteration 20F: 3 clusters Score -672920.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -672933.500000 Penalty: 4296.687988
	Iteration 21Q: 3 clusters Score -672933.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -672941.875000 Penalty: 4296.687988
	Iteration 22Q: 3 clusters Score -672941.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -672948.687500 Penalty: 4296.687988
	Iteration 23Q: 3 clusters Score -672948.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -672953.562500 Penalty: 4296.687988
	Iteration 24Q: 3 clusters Score -672953.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -672960.812500 Penalty: 4296.687988
	Iteration 25Q: 3 clusters Score -672960.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -672972.250000 Penalty: 4296.687988
	Iteration 26Q: 3 clusters Score -672972.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -672983.625000 Penalty: 4296.687988
	Iteration 27Q: 3 clusters Score -672983.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -672988.125000 Penalty: 4296.687988
	Iteration 28Q: 3 clusters Score -672988.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -672987.062500 Penalty: 4296.687988
	Iteration 29Q: 3 clusters Score -672987.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -672989.500000 Penalty: 4296.687988
	Iteration 30Q: 3 clusters Score -672989.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -672990.937500 Penalty: 4296.687988
	Iteration 31Q: 3 clusters Score -672990.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -672990.875000 Penalty: 4296.687988
	Iteration 32Q: 3 clusters Score -672990.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -672992.000000 Penalty: 4296.687988
	Iteration 33Q: 3 clusters Score -672992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -672992.812500 Penalty: 4296.687988
	Iteration 34Q: 3 clusters Score -672992.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -672992.812500 Penalty: 4296.687988
	Iteration 35F: 3 clusters Score -672992.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Entering Unmasked Estep 
Score: -2303004.750000 Penalty: 2442.886963
	Iteration 0F: 2 clusters Score -2303005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2289584.000000 Penalty: 4885.773926
	Iteration 0F: 3 clusters Score -2289584 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2294215.250000 Penalty: 4885.773926
	Iteration 1F: 3 clusters Score -2294215 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2294762.000000 Penalty: 4885.773926
	Iteration 2F: 3 clusters Score -2294762 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2295231.000000 Penalty: 4885.773926
	Iteration 3F: 3 clusters Score -2295231 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2295700.250000 Penalty: 4885.773926
	Iteration 4F: 3 clusters Score -2295700 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2296087.000000 Penalty: 4885.773926
	Iteration 5Q: 3 clusters Score -2296087 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2296452.000000 Penalty: 4885.773926
	Iteration 6Q: 3 clusters Score -2296452 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2296841.500000 Penalty: 4885.773926
	Iteration 7Q: 3 clusters Score -2296842 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2297240.250000 Penalty: 4885.773926
	Iteration 8Q: 3 clusters Score -2297240 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2297602.000000 Penalty: 4885.773926
	Iteration 9Q: 3 clusters Score -2297602 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2297980.250000 Penalty: 4885.773926
	Iteration 10Q: 3 clusters Score -2297980 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2298330.500000 Penalty: 4885.773926
	Iteration 11Q: 3 clusters Score -2298330 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2298691.750000 Penalty: 4885.773926
	Iteration 12Q: 3 clusters Score -2298692 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -2299023.500000 Penalty: 4885.773926
	Iteration 13Q: 3 clusters Score -2299024 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2299395.750000 Penalty: 4885.773926
	Iteration 14Q: 3 clusters Score -2299396 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2299733.750000 Penalty: 4885.773926
	Iteration 15Q: 3 clusters Score -2299734 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2300091.500000 Penalty: 4885.773926
	Iteration 16Q: 3 clusters Score -2300092 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2300452.750000 Penalty: 4885.773926
	Iteration 17Q: 3 clusters Score -2300453 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2300778.750000 Penalty: 4885.773926
	Iteration 18Q: 3 clusters Score -2300779 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2301066.250000 Penalty: 4885.773926
	Iteration 19Q: 3 clusters Score -2301066 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2301272.000000 Penalty: 4885.773926
	Iteration 20F: 3 clusters Score -2301272 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2301442.750000 Penalty: 4885.773926
	Iteration 21Q: 3 clusters Score -2301443 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2301590.500000 Penalty: 4885.773926
	Iteration 22Q: 3 clusters Score -2301590 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2301691.750000 Penalty: 4885.773926
	Iteration 23Q: 3 clusters Score -2301692 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2301764.750000 Penalty: 4885.773926
	Iteration 24Q: 3 clusters Score -2301765 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2301816.000000 Penalty: 4885.773926
	Iteration 25Q: 3 clusters Score -2301816 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2301851.750000 Penalty: 4885.773926
	Iteration 26Q: 3 clusters Score -2301852 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2301889.750000 Penalty: 4885.773926
	Iteration 27Q: 3 clusters Score -2301890 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2301915.500000 Penalty: 4885.773926
	Iteration 28Q: 3 clusters Score -2301916 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2301947.500000 Penalty: 4885.773926
	Iteration 29Q: 3 clusters Score -2301948 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2301978.500000 Penalty: 4885.773926
	Iteration 30Q: 3 clusters Score -2301978 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2302002.750000 Penalty: 4885.773926
	Iteration 31Q: 3 clusters Score -2302003 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2302023.500000 Penalty: 4885.773926
	Iteration 32Q: 3 clusters Score -2302024 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2302044.500000 Penalty: 4885.773926
	Iteration 33Q: 3 clusters Score -2302044 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2302050.500000 Penalty: 4885.773926
	Iteration 34Q: 3 clusters Score -2302050 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2302061.750000 Penalty: 4885.773926
	Iteration 35Q: 3 clusters Score -2302062 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2302068.250000 Penalty: 4885.773926
	Iteration 36Q: 3 clusters Score -2302068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2302069.000000 Penalty: 4885.773926
	Iteration 37Q: 3 clusters Score -2302069 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2302076.750000 Penalty: 4885.773926
	Iteration 38Q: 3 clusters Score -2302077 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2302080.500000 Penalty: 4885.773926
	Iteration 39Q: 3 clusters Score -2302080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2302093.750000 Penalty: 4885.773926
	Iteration 40F: 3 clusters Score -2302094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2302098.250000 Penalty: 4885.773926
	Iteration 41Q: 3 clusters Score -2302098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2302099.750000 Penalty: 4885.773926
	Iteration 42Q: 3 clusters Score -2302100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2302104.750000 Penalty: 4885.773926
	Iteration 43Q: 3 clusters Score -2302105 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2302106.500000 Penalty: 4885.773926
	Iteration 44Q: 3 clusters Score -2302106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2302108.000000 Penalty: 4885.773926
	Iteration 45Q: 3 clusters Score -2302108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2302118.000000 Penalty: 4885.773926
	Iteration 46Q: 3 clusters Score -2302118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2302122.750000 Penalty: 4885.773926
	Iteration 47Q: 3 clusters Score -2302123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2302128.250000 Penalty: 4885.773926
	Iteration 48Q: 3 clusters Score -2302128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2302121.500000 Penalty: 4885.773926
	Iteration 49Q: 3 clusters Score -2302122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2302123.750000 Penalty: 4885.773926
	Iteration 50Q: 3 clusters Score -2302124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2302122.250000 Penalty: 4885.773926
	Iteration 51Q: 3 clusters Score -2302122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2302122.000000 Penalty: 4885.773926
	Iteration 52Q: 3 clusters Score -2302122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2302130.000000 Penalty: 4885.773926
	Iteration 53Q: 3 clusters Score -2302130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2302132.000000 Penalty: 4885.773926
	Iteration 54Q: 3 clusters Score -2302132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -2302130.500000 Penalty: 4885.773926
	Iteration 55Q: 3 clusters Score -2302130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2302130.500000 Penalty: 4885.773926
	Iteration 56Q: 3 clusters Score -2302130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2302134.750000 Penalty: 4885.773926
	Iteration 57Q: 3 clusters Score -2302135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2302141.000000 Penalty: 4885.773926
	Iteration 58Q: 3 clusters Score -2302141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2302142.250000 Penalty: 4885.773926
	Iteration 59Q: 3 clusters Score -2302142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2302141.500000 Penalty: 4885.773926
	Iteration 60F: 3 clusters Score -2302142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2302142.250000 Penalty: 4885.773926
	Iteration 61Q: 3 clusters Score -2302142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2302142.500000 Penalty: 4885.773926
	Iteration 62Q: 3 clusters Score -2302142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2302142.250000 Penalty: 4885.773926
	Iteration 63Q: 3 clusters Score -2302142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2302145.500000 Penalty: 4885.773926
	Iteration 64Q: 3 clusters Score -2302146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2302143.000000 Penalty: 4885.773926
	Iteration 65Q: 3 clusters Score -2302143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2302143.500000 Penalty: 4885.773926
	Iteration 66Q: 3 clusters Score -2302144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2302144.250000 Penalty: 4885.773926
	Iteration 67Q: 3 clusters Score -2302144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2302142.000000 Penalty: 4885.773926
	Iteration 68Q: 3 clusters Score -2302142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2302141.250000 Penalty: 4885.773926
	Iteration 69Q: 3 clusters Score -2302141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2302142.750000 Penalty: 4885.773926
	Iteration 70Q: 3 clusters Score -2302143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2302144.750000 Penalty: 4885.773926
	Iteration 71Q: 3 clusters Score -2302145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2302144.500000 Penalty: 4885.773926
	Iteration 72Q: 3 clusters Score -2302144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2302143.750000 Penalty: 4885.773926
	Iteration 73Q: 3 clusters Score -2302144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2302143.750000 Penalty: 4885.773926
	Iteration 74Q: 3 clusters Score -2302144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2302147.000000 Penalty: 4885.773926
	Iteration 75Q: 3 clusters Score -2302147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2302149.250000 Penalty: 4885.773926
	Iteration 76Q: 3 clusters Score -2302149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2302147.500000 Penalty: 4885.773926
	Iteration 77Q: 3 clusters Score -2302148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2302148.000000 Penalty: 4885.773926
	Iteration 78Q: 3 clusters Score -2302148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2302146.000000 Penalty: 4885.773926
	Iteration 79Q: 3 clusters Score -2302146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2302147.500000 Penalty: 4885.773926
	Iteration 80F: 3 clusters Score -2302148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2302147.750000 Penalty: 4885.773926
	Iteration 81Q: 3 clusters Score -2302148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2302147.500000 Penalty: 4885.773926
	Iteration 82Q: 3 clusters Score -2302148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2302147.000000 Penalty: 4885.773926
	Iteration 83Q: 3 clusters Score -2302147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2302149.000000 Penalty: 4885.773926
	Iteration 84Q: 3 clusters Score -2302149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2302148.750000 Penalty: 4885.773926
	Iteration 85Q: 3 clusters Score -2302149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2302148.250000 Penalty: 4885.773926
	Iteration 86Q: 3 clusters Score -2302148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2302146.250000 Penalty: 4885.773926
	Iteration 87Q: 3 clusters Score -2302146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2302146.250000 Penalty: 4885.773926
	Iteration 88F: 3 clusters Score -2302146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Entering Unmasked Estep 
Score: -4578543.500000 Penalty: 2610.800049
	Iteration 0F: 2 clusters Score -4578544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -4553099.500000 Penalty: 5221.600098
	Iteration 0F: 3 clusters Score -4553100 nChanged 17203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -4562608.000000 Penalty: 5221.600098
	Iteration 1F: 3 clusters Score -4562608 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -4563053.000000 Penalty: 5221.600098
	Iteration 2Q: 3 clusters Score -4563053 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -4563488.000000 Penalty: 5221.600098
	Iteration 3Q: 3 clusters Score -4563488 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -4563889.000000 Penalty: 5221.600098
	Iteration 4Q: 3 clusters Score -4563889 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -4564375.500000 Penalty: 5221.600098
	Iteration 5Q: 3 clusters Score -4564376 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -4564891.500000 Penalty: 5221.600098
	Iteration 6Q: 3 clusters Score -4564892 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -4565467.000000 Penalty: 5221.600098
	Iteration 7Q: 3 clusters Score -4565467 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -4566029.000000 Penalty: 5221.600098
	Iteration 8Q: 3 clusters Score -4566029 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -4566640.500000 Penalty: 5221.600098
	Iteration 9Q: 3 clusters Score -4566640 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -4567229.000000 Penalty: 5221.600098
	Iteration 10Q: 3 clusters Score -4567229 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -4567914.500000 Penalty: 5221.600098
	Iteration 11Q: 3 clusters Score -4567914 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -4568575.000000 Penalty: 5221.600098
	Iteration 12Q: 3 clusters Score -4568575 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -4569226.000000 Penalty: 5221.600098
	Iteration 13Q: 3 clusters Score -4569226 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -4569830.500000 Penalty: 5221.600098
	Iteration 14Q: 3 clusters Score -4569830 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -4570423.500000 Penalty: 5221.600098
	Iteration 15Q: 3 clusters Score -4570424 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -4570989.000000 Penalty: 5221.600098
	Iteration 16Q: 3 clusters Score -4570989 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -4571630.500000 Penalty: 5221.600098
	Iteration 17Q: 3 clusters Score -4571630 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -4572267.000000 Penalty: 5221.600098
	Iteration 18Q: 3 clusters Score -4572267 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -4572899.500000 Penalty: 5221.600098
	Iteration 19Q: 3 clusters Score -4572900 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -4573524.500000 Penalty: 5221.600098
	Iteration 20F: 3 clusters Score -4573524 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -4574130.000000 Penalty: 5221.600098
	Iteration 21Q: 3 clusters Score -4574130 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -4574700.000000 Penalty: 5221.600098
	Iteration 22Q: 3 clusters Score -4574700 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -4575129.500000 Penalty: 5221.600098
	Iteration 23Q: 3 clusters Score -4575130 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -4575451.500000 Penalty: 5221.600098
	Iteration 24Q: 3 clusters Score -4575452 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -4575692.000000 Penalty: 5221.600098
	Iteration 25Q: 3 clusters Score -4575692 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -4575885.500000 Penalty: 5221.600098
	Iteration 26Q: 3 clusters Score -4575886 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -4576023.500000 Penalty: 5221.600098
	Iteration 27Q: 3 clusters Score -4576024 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -4576137.500000 Penalty: 5221.600098
	Iteration 28Q: 3 clusters Score -4576138 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -4576223.000000 Penalty: 5221.600098
	Iteration 29Q: 3 clusters Score -4576223 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -4576292.000000 Penalty: 5221.600098
	Iteration 30Q: 3 clusters Score -4576292 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -4576320.000000 Penalty: 5221.600098
	Iteration 31Q: 3 clusters Score -4576320 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -4576347.000000 Penalty: 5221.600098
	Iteration 32Q: 3 clusters Score -4576347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -4576371.000000 Penalty: 5221.600098
	Iteration 33Q: 3 clusters Score -4576371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -4576376.500000 Penalty: 5221.600098
	Iteration 34Q: 3 clusters Score -4576376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -4576383.500000 Penalty: 5221.600098
	Iteration 35Q: 3 clusters Score -4576384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -4576403.500000 Penalty: 5221.600098
	Iteration 36Q: 3 clusters Score -4576404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -4576415.500000 Penalty: 5221.600098
	Iteration 37Q: 3 clusters Score -4576416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -4576423.500000 Penalty: 5221.600098
	Iteration 38Q: 3 clusters Score -4576424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -4576431.000000 Penalty: 5221.600098
	Iteration 39Q: 3 clusters Score -4576431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -4576437.500000 Penalty: 5221.600098
	Iteration 40F: 3 clusters Score -4576438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -4576450.000000 Penalty: 5221.600098
	Iteration 41Q: 3 clusters Score -4576450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -4576462.500000 Penalty: 5221.600098
	Iteration 42Q: 3 clusters Score -4576462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -4576467.500000 Penalty: 5221.600098
	Iteration 43Q: 3 clusters Score -4576468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -4576481.000000 Penalty: 5221.600098
	Iteration 44Q: 3 clusters Score -4576481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -4576477.500000 Penalty: 5221.600098
	Iteration 45Q: 3 clusters Score -4576478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -4576486.500000 Penalty: 5221.600098
	Iteration 46Q: 3 clusters Score -4576486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -4576491.500000 Penalty: 5221.600098
	Iteration 47Q: 3 clusters Score -4576492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -4576493.000000 Penalty: 5221.600098
	Iteration 48Q: 3 clusters Score -4576493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -4576496.000000 Penalty: 5221.600098
	Iteration 49Q: 3 clusters Score -4576496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -4576491.000000 Penalty: 5221.600098
	Iteration 50Q: 3 clusters Score -4576491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -4576497.500000 Penalty: 5221.600098
	Iteration 51Q: 3 clusters Score -4576498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -4576497.500000 Penalty: 5221.600098
	Iteration 52F: 3 clusters Score -4576498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Entering Unmasked Estep 
Score: -843825.625000 Penalty: 2211.625977
	Iteration 0F: 2 clusters Score -843825.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -837710.375000 Penalty: 4423.251953
	Iteration 0F: 3 clusters Score -837710.4 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -839375.375000 Penalty: 4423.251953
	Iteration 1F: 3 clusters Score -839375.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -839659.062500 Penalty: 4423.251953
	Iteration 2F: 3 clusters Score -839659.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -839845.187500 Penalty: 4423.251953
	Iteration 3F: 3 clusters Score -839845.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -839994.875000 Penalty: 4423.251953
	Iteration 4Q: 3 clusters Score -839994.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -840117.500000 Penalty: 4423.251953
	Iteration 5Q: 3 clusters Score -840117.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -840227.812500 Penalty: 4423.251953
	Iteration 6Q: 3 clusters Score -840227.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -840322.000000 Penalty: 4423.251953
	Iteration 7Q: 3 clusters Score -840322 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -840396.187500 Penalty: 4423.251953
	Iteration 8Q: 3 clusters Score -840396.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -840464.250000 Penalty: 4423.251953
	Iteration 9Q: 3 clusters Score -840464.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -840537.250000 Penalty: 4423.251953
	Iteration 10Q: 3 clusters Score -840537.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -840598.750000 Penalty: 4423.251953
	Iteration 11Q: 3 clusters Score -840598.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -840663.062500 Penalty: 4423.251953
	Iteration 12Q: 3 clusters Score -840663.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -840712.000000 Penalty: 4423.251953
	Iteration 13Q: 3 clusters Score -840712 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -840752.625000 Penalty: 4423.251953
	Iteration 14Q: 3 clusters Score -840752.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -840805.687500 Penalty: 4423.251953
	Iteration 15Q: 3 clusters Score -840805.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -840864.187500 Penalty: 4423.251953
	Iteration 16Q: 3 clusters Score -840864.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -840935.312500 Penalty: 4423.251953
	Iteration 17Q: 3 clusters Score -840935.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -841026.875000 Penalty: 4423.251953
	Iteration 18Q: 3 clusters Score -841026.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -841117.500000 Penalty: 4423.251953
	Iteration 19Q: 3 clusters Score -841117.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -841220.375000 Penalty: 4423.251953
	Iteration 20F: 3 clusters Score -841220.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -841312.562500 Penalty: 4423.251953
	Iteration 21Q: 3 clusters Score -841312.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -841388.187500 Penalty: 4423.251953
	Iteration 22Q: 3 clusters Score -841388.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -841454.125000 Penalty: 4423.251953
	Iteration 23Q: 3 clusters Score -841454.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -841506.875000 Penalty: 4423.251953
	Iteration 24Q: 3 clusters Score -841506.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -841546.687500 Penalty: 4423.251953
	Iteration 25Q: 3 clusters Score -841546.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -841581.000000 Penalty: 4423.251953
	Iteration 26Q: 3 clusters Score -841581 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -841606.187500 Penalty: 4423.251953
	Iteration 27Q: 3 clusters Score -841606.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -841634.375000 Penalty: 4423.251953
	Iteration 28Q: 3 clusters Score -841634.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -841664.812500 Penalty: 4423.251953
	Iteration 29Q: 3 clusters Score -841664.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -841691.375000 Penalty: 4423.251953
	Iteration 30Q: 3 clusters Score -841691.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -841710.187500 Penalty: 4423.251953
	Iteration 31Q: 3 clusters Score -841710.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -841738.750000 Penalty: 4423.251953
	Iteration 32Q: 3 clusters Score -841738.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -841759.562500 Penalty: 4423.251953
	Iteration 33Q: 3 clusters Score -841759.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -841779.625000 Penalty: 4423.251953
	Iteration 34Q: 3 clusters Score -841779.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -841793.625000 Penalty: 4423.251953
	Iteration 35Q: 3 clusters Score -841793.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -841808.000000 Penalty: 4423.251953
	Iteration 36Q: 3 clusters Score -841808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -841820.187500 Penalty: 4423.251953
	Iteration 37Q: 3 clusters Score -841820.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -841831.562500 Penalty: 4423.251953
	Iteration 38Q: 3 clusters Score -841831.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -841840.312500 Penalty: 4423.251953
	Iteration 39Q: 3 clusters Score -841840.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -841848.250000 Penalty: 4423.251953
	Iteration 40F: 3 clusters Score -841848.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -841849.875000 Penalty: 4423.251953
	Iteration 41Q: 3 clusters Score -841849.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -841852.687500 Penalty: 4423.251953
	Iteration 42Q: 3 clusters Score -841852.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -841855.687500 Penalty: 4423.251953
	Iteration 43Q: 3 clusters Score -841855.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -841857.875000 Penalty: 4423.251953
	Iteration 44Q: 3 clusters Score -841857.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -841858.812500 Penalty: 4423.251953
	Iteration 45Q: 3 clusters Score -841858.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -841862.125000 Penalty: 4423.251953
	Iteration 46Q: 3 clusters Score -841862.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -841865.437500 Penalty: 4423.251953
	Iteration 47Q: 3 clusters Score -841865.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -841866.312500 Penalty: 4423.251953
	Iteration 48Q: 3 clusters Score -841866.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -841869.062500 Penalty: 4423.251953
	Iteration 49Q: 3 clusters Score -841869.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -841871.750000 Penalty: 4423.251953
	Iteration 50Q: 3 clusters Score -841871.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -841873.250000 Penalty: 4423.251953
	Iteration 51Q: 3 clusters Score -841873.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -841872.625000 Penalty: 4423.251953
	Iteration 52Q: 3 clusters Score -841872.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -841872.937500 Penalty: 4423.251953
	Iteration 53Q: 3 clusters Score -841872.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -841872.937500 Penalty: 4423.251953
	Iteration 54F: 3 clusters Score -841872.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (195402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195402 members 
Entering Unmasked Estep 
Score: -24042310.000000 Penalty: 3021.338135
	Iteration 0F: 2 clusters Score -2.404231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97624 members 
Mstep: Class 2 contains 97778 members 
Entering Unmasked Estep 
Score: -23919030.000000 Penalty: 6042.676270
	Iteration 0F: 3 clusters Score -2.391903e+07 nChanged 94182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96948 members 
Mstep: Class 2 contains 98454 members 
Entering Unmasked Estep 
Score: -23974944.000000 Penalty: 6042.676270
	Iteration 1F: 3 clusters Score -2.397494e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96907 members 
Mstep: Class 2 contains 98495 members 
Entering Unmasked Estep 
Score: -23976230.000000 Penalty: 6042.676270
	Iteration 2Q: 3 clusters Score -2.397623e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97039 members 
Mstep: Class 2 contains 98363 members 
Entering Unmasked Estep 
Score: -23978018.000000 Penalty: 6042.676270
	Iteration 3Q: 3 clusters Score -2.397802e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97381 members 
Mstep: Class 2 contains 98021 members 
Entering Unmasked Estep 
Score: -23979882.000000 Penalty: 6042.676270
	Iteration 4Q: 3 clusters Score -2.397988e+07 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98000 members 
Mstep: Class 2 contains 97402 members 
Entering Unmasked Estep 
Score: -23982190.000000 Penalty: 6042.676270
	Iteration 5Q: 3 clusters Score -2.398219e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98897 members 
Mstep: Class 2 contains 96505 members 
Entering Unmasked Estep 
Score: -23984780.000000 Penalty: 6042.676270
	Iteration 6Q: 3 clusters Score -2.398478e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100172 members 
Mstep: Class 2 contains 95230 members 
Entering Unmasked Estep 
Score: -23987542.000000 Penalty: 6042.676270
	Iteration 7Q: 3 clusters Score -2.398754e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101780 members 
Mstep: Class 2 contains 93622 members 
Entering Unmasked Estep 
Score: -23990310.000000 Penalty: 6042.676270
	Iteration 8Q: 3 clusters Score -2.399031e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103663 members 
Mstep: Class 2 contains 91739 members 
Entering Unmasked Estep 
Score: -23992988.000000 Penalty: 6042.676270
	Iteration 9Q: 3 clusters Score -2.399299e+07 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105838 members 
Mstep: Class 2 contains 89564 members 
Entering Unmasked Estep 
Score: -23995516.000000 Penalty: 6042.676270
	Iteration 10Q: 3 clusters Score -2.399552e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108337 members 
Mstep: Class 2 contains 87065 members 
Entering Unmasked Estep 
Score: -23997904.000000 Penalty: 6042.676270
	Iteration 11Q: 3 clusters Score -2.39979e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110978 members 
Mstep: Class 2 contains 84424 members 
Entering Unmasked Estep 
Score: -24000056.000000 Penalty: 6042.676270
	Iteration 12Q: 3 clusters Score -2.400006e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113830 members 
Mstep: Class 2 contains 81572 members 
Entering Unmasked Estep 
Score: -24002234.000000 Penalty: 6042.676270
	Iteration 13Q: 3 clusters Score -2.400223e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117020 members 
Mstep: Class 2 contains 78382 members 
Entering Unmasked Estep 
Score: -24004082.000000 Penalty: 6042.676270
	Iteration 14Q: 3 clusters Score -2.400408e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120723 members 
Mstep: Class 2 contains 74679 members 
Entering Unmasked Estep 
Score: -24005850.000000 Penalty: 6042.676270
	Iteration 15Q: 3 clusters Score -2.400585e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125055 members 
Mstep: Class 2 contains 70347 members 
Entering Unmasked Estep 
Score: -24007538.000000 Penalty: 6042.676270
	Iteration 16Q: 3 clusters Score -2.400754e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130152 members 
Mstep: Class 2 contains 65250 members 
Entering Unmasked Estep 
Score: -24009564.000000 Penalty: 6042.676270
	Iteration 17Q: 3 clusters Score -2.400956e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136093 members 
Mstep: Class 2 contains 59309 members 
Entering Unmasked Estep 
Score: -24011906.000000 Penalty: 6042.676270
	Iteration 18Q: 3 clusters Score -2.401191e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142865 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -24014634.000000 Penalty: 6042.676270
	Iteration 19Q: 3 clusters Score -2.401463e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150572 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -24018168.000000 Penalty: 6042.676270
	Iteration 20F: 3 clusters Score -2.401817e+07 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159032 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -24022124.000000 Penalty: 6042.676270
	Iteration 21Q: 3 clusters Score -2.402212e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167877 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -24025866.000000 Penalty: 6042.676270
	Iteration 22Q: 3 clusters Score -2.402587e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176274 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -24030004.000000 Penalty: 6042.676270
	Iteration 23Q: 3 clusters Score -2.403e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183308 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -24033572.000000 Penalty: 6042.676270
	Iteration 24Q: 3 clusters Score -2.403357e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188473 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -24036328.000000 Penalty: 6042.676270
	Iteration 25Q: 3 clusters Score -2.403633e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191589 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -24037974.000000 Penalty: 6042.676270
	Iteration 26Q: 3 clusters Score -2.403797e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193207 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -24038762.000000 Penalty: 6042.676270
	Iteration 27Q: 3 clusters Score -2.403876e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194023 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -24039152.000000 Penalty: 6042.676270
	Iteration 28Q: 3 clusters Score -2.403915e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194382 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -24039404.000000 Penalty: 6042.676270
	Iteration 29Q: 3 clusters Score -2.40394e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194552 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -24039532.000000 Penalty: 6042.676270
	Iteration 30Q: 3 clusters Score -2.403953e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194651 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -24039586.000000 Penalty: 6042.676270
	Iteration 31Q: 3 clusters Score -2.403959e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194728 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -24039650.000000 Penalty: 6042.676270
	Iteration 32Q: 3 clusters Score -2.403965e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194772 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -24039694.000000 Penalty: 6042.676270
	Iteration 33Q: 3 clusters Score -2.403969e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194799 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -24039690.000000 Penalty: 6042.676270
	Iteration 34Q: 3 clusters Score -2.403969e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194817 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -24039722.000000 Penalty: 6042.676270
	Iteration 35Q: 3 clusters Score -2.403972e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194829 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -24039738.000000 Penalty: 6042.676270
	Iteration 36Q: 3 clusters Score -2.403974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194833 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -24039742.000000 Penalty: 6042.676270
	Iteration 37Q: 3 clusters Score -2.403974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194840 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -24039750.000000 Penalty: 6042.676270
	Iteration 38Q: 3 clusters Score -2.403975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194843 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -24039764.000000 Penalty: 6042.676270
	Iteration 39Q: 3 clusters Score -2.403976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194847 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -24039770.000000 Penalty: 6042.676270
	Iteration 40F: 3 clusters Score -2.403977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194850 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -24039770.000000 Penalty: 6042.676270
	Iteration 41Q: 3 clusters Score -2.403977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194853 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -24039792.000000 Penalty: 6042.676270
	Iteration 42Q: 3 clusters Score -2.403979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194856 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -24039800.000000 Penalty: 6042.676270
	Iteration 43Q: 3 clusters Score -2.40398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194860 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -24039786.000000 Penalty: 6042.676270
	Iteration 44Q: 3 clusters Score -2.403979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194862 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -24039794.000000 Penalty: 6042.676270
	Iteration 45Q: 3 clusters Score -2.403979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194864 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -24039804.000000 Penalty: 6042.676270
	Iteration 46Q: 3 clusters Score -2.40398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194865 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -24039808.000000 Penalty: 6042.676270
	Iteration 47Q: 3 clusters Score -2.403981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194867 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -24039808.000000 Penalty: 6042.676270
	Iteration 48Q: 3 clusters Score -2.403981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194869 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -24039818.000000 Penalty: 6042.676270
	Iteration 49Q: 3 clusters Score -2.403982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194871 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -24039826.000000 Penalty: 6042.676270
	Iteration 50Q: 3 clusters Score -2.403983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194871 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -24039822.000000 Penalty: 6042.676270
	Iteration 51Q: 3 clusters Score -2.403982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194871 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -24039822.000000 Penalty: 6042.676270
	Iteration 52Q: 3 clusters Score -2.403982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194872 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -24039830.000000 Penalty: 6042.676270
	Iteration 53Q: 3 clusters Score -2.403983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194874 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -24039820.000000 Penalty: 6042.676270
	Iteration 54Q: 3 clusters Score -2.403982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194873 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -24039830.000000 Penalty: 6042.676270
	Iteration 55Q: 3 clusters Score -2.403983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194873 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -24039830.000000 Penalty: 6042.676270
	Iteration 56F: 3 clusters Score -2.403983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Entering Unmasked Estep 
Score: -1208320.125000 Penalty: 2291.735596
	Iteration 0F: 2 clusters Score -1208320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1200373.625000 Penalty: 4583.471191
	Iteration 0F: 3 clusters Score -1200374 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1202685.125000 Penalty: 4583.471191
	Iteration 1F: 3 clusters Score -1202685 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1203029.000000 Penalty: 4583.471191
	Iteration 2F: 3 clusters Score -1203029 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1203297.125000 Penalty: 4583.471191
	Iteration 3F: 3 clusters Score -1203297 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1203555.875000 Penalty: 4583.471191
	Iteration 4Q: 3 clusters Score -1203556 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1203789.125000 Penalty: 4583.471191
	Iteration 5Q: 3 clusters Score -1203789 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1203982.750000 Penalty: 4583.471191
	Iteration 6Q: 3 clusters Score -1203983 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1204157.500000 Penalty: 4583.471191
	Iteration 7Q: 3 clusters Score -1204158 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1204316.500000 Penalty: 4583.471191
	Iteration 8Q: 3 clusters Score -1204316 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1204487.250000 Penalty: 4583.471191
	Iteration 9Q: 3 clusters Score -1204487 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1204669.000000 Penalty: 4583.471191
	Iteration 10Q: 3 clusters Score -1204669 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1204860.250000 Penalty: 4583.471191
	Iteration 11Q: 3 clusters Score -1204860 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1205047.500000 Penalty: 4583.471191
	Iteration 12Q: 3 clusters Score -1205048 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1205223.500000 Penalty: 4583.471191
	Iteration 13Q: 3 clusters Score -1205224 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1205394.750000 Penalty: 4583.471191
	Iteration 14Q: 3 clusters Score -1205395 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1205572.750000 Penalty: 4583.471191
	Iteration 15Q: 3 clusters Score -1205573 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1205724.125000 Penalty: 4583.471191
	Iteration 16Q: 3 clusters Score -1205724 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1205888.875000 Penalty: 4583.471191
	Iteration 17Q: 3 clusters Score -1205889 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1206023.250000 Penalty: 4583.471191
	Iteration 18Q: 3 clusters Score -1206023 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1206128.125000 Penalty: 4583.471191
	Iteration 19Q: 3 clusters Score -1206128 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1206243.875000 Penalty: 4583.471191
	Iteration 20F: 3 clusters Score -1206244 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1206324.000000 Penalty: 4583.471191
	Iteration 21Q: 3 clusters Score -1206324 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1206374.000000 Penalty: 4583.471191
	Iteration 22Q: 3 clusters Score -1206374 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1206410.000000 Penalty: 4583.471191
	Iteration 23Q: 3 clusters Score -1206410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1206433.875000 Penalty: 4583.471191
	Iteration 24Q: 3 clusters Score -1206434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1206446.875000 Penalty: 4583.471191
	Iteration 25Q: 3 clusters Score -1206447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1206462.250000 Penalty: 4583.471191
	Iteration 26Q: 3 clusters Score -1206462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1206470.125000 Penalty: 4583.471191
	Iteration 27Q: 3 clusters Score -1206470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1206479.125000 Penalty: 4583.471191
	Iteration 28Q: 3 clusters Score -1206479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1206490.000000 Penalty: 4583.471191
	Iteration 29Q: 3 clusters Score -1206490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1206492.875000 Penalty: 4583.471191
	Iteration 30Q: 3 clusters Score -1206493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1206492.625000 Penalty: 4583.471191
	Iteration 31Q: 3 clusters Score -1206493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1206497.125000 Penalty: 4583.471191
	Iteration 32Q: 3 clusters Score -1206497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1206499.625000 Penalty: 4583.471191
	Iteration 33Q: 3 clusters Score -1206500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1206498.875000 Penalty: 4583.471191
	Iteration 34Q: 3 clusters Score -1206499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1206500.625000 Penalty: 4583.471191
	Iteration 35Q: 3 clusters Score -1206501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1206502.000000 Penalty: 4583.471191
	Iteration 36Q: 3 clusters Score -1206502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1206505.125000 Penalty: 4583.471191
	Iteration 37Q: 3 clusters Score -1206505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1206504.375000 Penalty: 4583.471191
	Iteration 38Q: 3 clusters Score -1206504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1206504.375000 Penalty: 4583.471191
	Iteration 39F: 3 clusters Score -1206504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (101623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101623 members 
Entering Unmasked Estep 
Score: -12408644.000000 Penalty: 2859.198242
	Iteration 0F: 2 clusters Score -1.240864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -12340896.000000 Penalty: 5718.396484
	Iteration 0F: 3 clusters Score -1.23409e+07 nChanged 47939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -12368288.000000 Penalty: 5718.396484
	Iteration 1F: 3 clusters Score -1.236829e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -12369315.000000 Penalty: 5718.396484
	Iteration 2Q: 3 clusters Score -1.236932e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 55880 members 
Entering Unmasked Estep 
Score: -12370576.000000 Penalty: 5718.396484
	Iteration 3Q: 3 clusters Score -1.237058e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 58408 members 
Entering Unmasked Estep 
Score: -12372430.000000 Penalty: 5718.396484
	Iteration 4Q: 3 clusters Score -1.237243e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 61977 members 
Entering Unmasked Estep 
Score: -12375028.000000 Penalty: 5718.396484
	Iteration 5Q: 3 clusters Score -1.237503e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 66753 members 
Entering Unmasked Estep 
Score: -12378517.000000 Penalty: 5718.396484
	Iteration 6F: 3 clusters Score -1.237852e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 72765 members 
Entering Unmasked Estep 
Score: -12383216.000000 Penalty: 5718.396484
	Iteration 7F: 3 clusters Score -1.238322e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 79692 members 
Entering Unmasked Estep 
Score: -12389024.000000 Penalty: 5718.396484
	Iteration 8F: 3 clusters Score -1.238902e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 86302 members 
Entering Unmasked Estep 
Score: -12394823.000000 Penalty: 5718.396484
	Iteration 9F: 3 clusters Score -1.239482e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 91506 members 
Entering Unmasked Estep 
Score: -12399766.000000 Penalty: 5718.396484
	Iteration 10F: 3 clusters Score -1.239977e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 94820 members 
Entering Unmasked Estep 
Score: -12403005.000000 Penalty: 5718.396484
	Iteration 11Q: 3 clusters Score -1.2403e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 96603 members 
Entering Unmasked Estep 
Score: -12404844.000000 Penalty: 5718.396484
	Iteration 12Q: 3 clusters Score -1.240484e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 97445 members 
Entering Unmasked Estep 
Score: -12405694.000000 Penalty: 5718.396484
	Iteration 13Q: 3 clusters Score -1.240569e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 97936 members 
Entering Unmasked Estep 
Score: -12406149.000000 Penalty: 5718.396484
	Iteration 14Q: 3 clusters Score -1.240615e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 98234 members 
Entering Unmasked Estep 
Score: -12406346.000000 Penalty: 5718.396484
	Iteration 15Q: 3 clusters Score -1.240635e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 98426 members 
Entering Unmasked Estep 
Score: -12406494.000000 Penalty: 5718.396484
	Iteration 16Q: 3 clusters Score -1.240649e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 98577 members 
Entering Unmasked Estep 
Score: -12406599.000000 Penalty: 5718.396484
	Iteration 17Q: 3 clusters Score -1.24066e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 98706 members 
Entering Unmasked Estep 
Score: -12406664.000000 Penalty: 5718.396484
	Iteration 18Q: 3 clusters Score -1.240666e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 98800 members 
Entering Unmasked Estep 
Score: -12406709.000000 Penalty: 5718.396484
	Iteration 19Q: 3 clusters Score -1.240671e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 98852 members 
Entering Unmasked Estep 
Score: -12406709.000000 Penalty: 5718.396484
	Iteration 20F: 3 clusters Score -1.240671e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 98891 members 
Entering Unmasked Estep 
Score: -12406735.000000 Penalty: 5718.396484
	Iteration 21Q: 3 clusters Score -1.240674e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 98926 members 
Entering Unmasked Estep 
Score: -12406730.000000 Penalty: 5718.396484
	Iteration 22Q: 3 clusters Score -1.240673e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 98951 members 
Entering Unmasked Estep 
Score: -12406747.000000 Penalty: 5718.396484
	Iteration 23Q: 3 clusters Score -1.240675e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 98981 members 
Entering Unmasked Estep 
Score: -12406735.000000 Penalty: 5718.396484
	Iteration 24Q: 3 clusters Score -1.240674e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 99008 members 
Entering Unmasked Estep 
Score: -12406746.000000 Penalty: 5718.396484
	Iteration 25Q: 3 clusters Score -1.240675e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 99029 members 
Entering Unmasked Estep 
Score: -12406753.000000 Penalty: 5718.396484
	Iteration 26Q: 3 clusters Score -1.240675e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 99044 members 
Entering Unmasked Estep 
Score: -12406755.000000 Penalty: 5718.396484
	Iteration 27Q: 3 clusters Score -1.240676e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 99050 members 
Entering Unmasked Estep 
Score: -12406765.000000 Penalty: 5718.396484
	Iteration 28Q: 3 clusters Score -1.240676e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 99064 members 
Entering Unmasked Estep 
Score: -12406767.000000 Penalty: 5718.396484
	Iteration 29Q: 3 clusters Score -1.240677e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 99079 members 
Entering Unmasked Estep 
Score: -12406768.000000 Penalty: 5718.396484
	Iteration 30Q: 3 clusters Score -1.240677e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 99092 members 
Entering Unmasked Estep 
Score: -12406768.000000 Penalty: 5718.396484
	Iteration 31Q: 3 clusters Score -1.240677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 99097 members 
Entering Unmasked Estep 
Score: -12406765.000000 Penalty: 5718.396484
	Iteration 32Q: 3 clusters Score -1.240676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 99105 members 
Entering Unmasked Estep 
Score: -12406756.000000 Penalty: 5718.396484
	Iteration 33Q: 3 clusters Score -1.240676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 99111 members 
Entering Unmasked Estep 
Score: -12406759.000000 Penalty: 5718.396484
	Iteration 34Q: 3 clusters Score -1.240676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 99118 members 
Entering Unmasked Estep 
Score: -12406755.000000 Penalty: 5718.396484
	Iteration 35Q: 3 clusters Score -1.240676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 99124 members 
Entering Unmasked Estep 
Score: -12406760.000000 Penalty: 5718.396484
	Iteration 36Q: 3 clusters Score -1.240676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 99130 members 
Entering Unmasked Estep 
Score: -12406749.000000 Penalty: 5718.396484
	Iteration 37Q: 3 clusters Score -1.240675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 99134 members 
Entering Unmasked Estep 
Score: -12406756.000000 Penalty: 5718.396484
	Iteration 38Q: 3 clusters Score -1.240676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 99143 members 
Entering Unmasked Estep 
Score: -12406751.000000 Penalty: 5718.396484
	Iteration 39Q: 3 clusters Score -1.240675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 99159 members 
Entering Unmasked Estep 
Score: -12406750.000000 Penalty: 5718.396484
	Iteration 40F: 3 clusters Score -1.240675e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 99169 members 
Entering Unmasked Estep 
Score: -12406765.000000 Penalty: 5718.396484
	Iteration 41Q: 3 clusters Score -1.240676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 99178 members 
Entering Unmasked Estep 
Score: -12406759.000000 Penalty: 5718.396484
	Iteration 42Q: 3 clusters Score -1.240676e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 99188 members 
Entering Unmasked Estep 
Score: -12406754.000000 Penalty: 5718.396484
	Iteration 43Q: 3 clusters Score -1.240675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 99194 members 
Entering Unmasked Estep 
Score: -12406771.000000 Penalty: 5718.396484
	Iteration 44Q: 3 clusters Score -1.240677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 99198 members 
Entering Unmasked Estep 
Score: -12406782.000000 Penalty: 5718.396484
	Iteration 45Q: 3 clusters Score -1.240678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 99206 members 
Entering Unmasked Estep 
Score: -12406770.000000 Penalty: 5718.396484
	Iteration 46Q: 3 clusters Score -1.240677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 99210 members 
Entering Unmasked Estep 
Score: -12406773.000000 Penalty: 5718.396484
	Iteration 47Q: 3 clusters Score -1.240677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 99215 members 
Entering Unmasked Estep 
Score: -12406767.000000 Penalty: 5718.396484
	Iteration 48Q: 3 clusters Score -1.240677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 99221 members 
Entering Unmasked Estep 
Score: -12406778.000000 Penalty: 5718.396484
	Iteration 49Q: 3 clusters Score -1.240678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 99224 members 
Entering Unmasked Estep 
Score: -12406781.000000 Penalty: 5718.396484
	Iteration 50Q: 3 clusters Score -1.240678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 99227 members 
Entering Unmasked Estep 
Score: -12406773.000000 Penalty: 5718.396484
	Iteration 51Q: 3 clusters Score -1.240677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 99230 members 
Entering Unmasked Estep 
Score: -12406780.000000 Penalty: 5718.396484
	Iteration 52Q: 3 clusters Score -1.240678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 99231 members 
Entering Unmasked Estep 
Score: -12406776.000000 Penalty: 5718.396484
	Iteration 53Q: 3 clusters Score -1.240678e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 99231 members 
Entering Unmasked Estep 
Score: -12406776.000000 Penalty: 5718.396484
	Iteration 54F: 3 clusters Score -1.240678e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Entering Unmasked Estep 
Score: -3259538.500000 Penalty: 2526.677490
	Iteration 0F: 2 clusters Score -3259538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -3241249.000000 Penalty: 5053.354980
	Iteration 0F: 3 clusters Score -3241249 nChanged 11839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -3247647.750000 Penalty: 5053.354980
	Iteration 1F: 3 clusters Score -3247648 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -3248219.250000 Penalty: 5053.354980
	Iteration 2F: 3 clusters Score -3248219 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -3248785.750000 Penalty: 5053.354980
	Iteration 3F: 3 clusters Score -3248786 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -3249406.000000 Penalty: 5053.354980
	Iteration 4F: 3 clusters Score -3249406 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -3250086.000000 Penalty: 5053.354980
	Iteration 5F: 3 clusters Score -3250086 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -3250870.000000 Penalty: 5053.354980
	Iteration 6F: 3 clusters Score -3250870 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -3251795.000000 Penalty: 5053.354980
	Iteration 7F: 3 clusters Score -3251795 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -3252891.500000 Penalty: 5053.354980
	Iteration 8F: 3 clusters Score -3252892 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -3254059.250000 Penalty: 5053.354980
	Iteration 9F: 3 clusters Score -3254059 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -3255054.000000 Penalty: 5053.354980
	Iteration 10Q: 3 clusters Score -3255054 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -3255663.250000 Penalty: 5053.354980
	Iteration 11Q: 3 clusters Score -3255663 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -3255975.500000 Penalty: 5053.354980
	Iteration 12Q: 3 clusters Score -3255976 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -3256161.250000 Penalty: 5053.354980
	Iteration 13Q: 3 clusters Score -3256161 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -3256318.250000 Penalty: 5053.354980
	Iteration 14Q: 3 clusters Score -3256318 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -3256463.750000 Penalty: 5053.354980
	Iteration 15Q: 3 clusters Score -3256464 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -3256607.250000 Penalty: 5053.354980
	Iteration 16Q: 3 clusters Score -3256607 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -3256734.750000 Penalty: 5053.354980
	Iteration 17Q: 3 clusters Score -3256735 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -3256857.500000 Penalty: 5053.354980
	Iteration 18Q: 3 clusters Score -3256858 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -3256963.750000 Penalty: 5053.354980
	Iteration 19Q: 3 clusters Score -3256964 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -3257059.750000 Penalty: 5053.354980
	Iteration 20F: 3 clusters Score -3257060 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -3257136.750000 Penalty: 5053.354980
	Iteration 21Q: 3 clusters Score -3257137 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -3257192.750000 Penalty: 5053.354980
	Iteration 22Q: 3 clusters Score -3257193 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -3257240.000000 Penalty: 5053.354980
	Iteration 23Q: 3 clusters Score -3257240 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -3257287.500000 Penalty: 5053.354980
	Iteration 24Q: 3 clusters Score -3257288 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -3257329.250000 Penalty: 5053.354980
	Iteration 25Q: 3 clusters Score -3257329 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -3257371.250000 Penalty: 5053.354980
	Iteration 26Q: 3 clusters Score -3257371 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -3257409.000000 Penalty: 5053.354980
	Iteration 27Q: 3 clusters Score -3257409 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -3257430.000000 Penalty: 5053.354980
	Iteration 28Q: 3 clusters Score -3257430 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -3257445.250000 Penalty: 5053.354980
	Iteration 29Q: 3 clusters Score -3257445 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -3257474.000000 Penalty: 5053.354980
	Iteration 30Q: 3 clusters Score -3257474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -3257502.500000 Penalty: 5053.354980
	Iteration 31Q: 3 clusters Score -3257502 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -3257514.500000 Penalty: 5053.354980
	Iteration 32Q: 3 clusters Score -3257514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -3257537.500000 Penalty: 5053.354980
	Iteration 33Q: 3 clusters Score -3257538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -3257560.750000 Penalty: 5053.354980
	Iteration 34Q: 3 clusters Score -3257561 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3257568.250000 Penalty: 5053.354980
	Iteration 35Q: 3 clusters Score -3257568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -3257575.750000 Penalty: 5053.354980
	Iteration 36Q: 3 clusters Score -3257576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -3257587.250000 Penalty: 5053.354980
	Iteration 37Q: 3 clusters Score -3257587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -3257595.250000 Penalty: 5053.354980
	Iteration 38Q: 3 clusters Score -3257595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -3257603.000000 Penalty: 5053.354980
	Iteration 39Q: 3 clusters Score -3257603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -3257611.250000 Penalty: 5053.354980
	Iteration 40F: 3 clusters Score -3257611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -3257611.500000 Penalty: 5053.354980
	Iteration 41Q: 3 clusters Score -3257612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -3257615.250000 Penalty: 5053.354980
	Iteration 42Q: 3 clusters Score -3257615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -3257613.000000 Penalty: 5053.354980
	Iteration 43Q: 3 clusters Score -3257613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -3257613.000000 Penalty: 5053.354980
	Iteration 44F: 3 clusters Score -3257613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Entering Unmasked Estep 
Score: -3777153.250000 Penalty: 2580.407471
	Iteration 0F: 2 clusters Score -3777153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -3754631.500000 Penalty: 5160.814941
	Iteration 0F: 3 clusters Score -3754632 nChanged 14892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -3763177.250000 Penalty: 5160.814941
	Iteration 1F: 3 clusters Score -3763177 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -3764013.000000 Penalty: 5160.814941
	Iteration 2F: 3 clusters Score -3764013 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -3764993.500000 Penalty: 5160.814941
	Iteration 3F: 3 clusters Score -3764994 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -3766223.000000 Penalty: 5160.814941
	Iteration 4F: 3 clusters Score -3766223 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -3767625.750000 Penalty: 5160.814941
	Iteration 5F: 3 clusters Score -3767626 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -3769125.750000 Penalty: 5160.814941
	Iteration 6F: 3 clusters Score -3769126 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -3770538.750000 Penalty: 5160.814941
	Iteration 7F: 3 clusters Score -3770539 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -3771768.500000 Penalty: 5160.814941
	Iteration 8Q: 3 clusters Score -3771768 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -3772734.250000 Penalty: 5160.814941
	Iteration 9Q: 3 clusters Score -3772734 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -3773462.250000 Penalty: 5160.814941
	Iteration 10Q: 3 clusters Score -3773462 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -3773922.000000 Penalty: 5160.814941
	Iteration 11Q: 3 clusters Score -3773922 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -3774267.750000 Penalty: 5160.814941
	Iteration 12Q: 3 clusters Score -3774268 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -3774517.000000 Penalty: 5160.814941
	Iteration 13Q: 3 clusters Score -3774517 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -3774744.750000 Penalty: 5160.814941
	Iteration 14Q: 3 clusters Score -3774745 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -3774903.000000 Penalty: 5160.814941
	Iteration 15Q: 3 clusters Score -3774903 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -3775036.000000 Penalty: 5160.814941
	Iteration 16Q: 3 clusters Score -3775036 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -3775136.750000 Penalty: 5160.814941
	Iteration 17Q: 3 clusters Score -3775137 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -3775212.750000 Penalty: 5160.814941
	Iteration 18Q: 3 clusters Score -3775213 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -3775298.500000 Penalty: 5160.814941
	Iteration 19Q: 3 clusters Score -3775298 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -3775349.750000 Penalty: 5160.814941
	Iteration 20F: 3 clusters Score -3775350 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -3775413.000000 Penalty: 5160.814941
	Iteration 21Q: 3 clusters Score -3775413 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -3775453.000000 Penalty: 5160.814941
	Iteration 22Q: 3 clusters Score -3775453 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -3775502.750000 Penalty: 5160.814941
	Iteration 23Q: 3 clusters Score -3775503 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -3775520.250000 Penalty: 5160.814941
	Iteration 24Q: 3 clusters Score -3775520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -3775534.500000 Penalty: 5160.814941
	Iteration 25Q: 3 clusters Score -3775534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -3775556.000000 Penalty: 5160.814941
	Iteration 26Q: 3 clusters Score -3775556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -3775578.750000 Penalty: 5160.814941
	Iteration 27Q: 3 clusters Score -3775579 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -3775588.750000 Penalty: 5160.814941
	Iteration 28Q: 3 clusters Score -3775589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -3775600.250000 Penalty: 5160.814941
	Iteration 29Q: 3 clusters Score -3775600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -3775612.000000 Penalty: 5160.814941
	Iteration 30Q: 3 clusters Score -3775612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -3775628.500000 Penalty: 5160.814941
	Iteration 31Q: 3 clusters Score -3775628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -3775633.000000 Penalty: 5160.814941
	Iteration 32Q: 3 clusters Score -3775633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -3775653.250000 Penalty: 5160.814941
	Iteration 33Q: 3 clusters Score -3775653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -3775656.250000 Penalty: 5160.814941
	Iteration 34Q: 3 clusters Score -3775656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -3775674.000000 Penalty: 5160.814941
	Iteration 35Q: 3 clusters Score -3775674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -3775678.000000 Penalty: 5160.814941
	Iteration 36Q: 3 clusters Score -3775678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -3775680.500000 Penalty: 5160.814941
	Iteration 37Q: 3 clusters Score -3775680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -3775691.250000 Penalty: 5160.814941
	Iteration 38Q: 3 clusters Score -3775691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -3775702.250000 Penalty: 5160.814941
	Iteration 39Q: 3 clusters Score -3775702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -3775714.750000 Penalty: 5160.814941
	Iteration 40F: 3 clusters Score -3775715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -3775718.500000 Penalty: 5160.814941
	Iteration 41Q: 3 clusters Score -3775718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -3775721.500000 Penalty: 5160.814941
	Iteration 42Q: 3 clusters Score -3775722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -3775726.250000 Penalty: 5160.814941
	Iteration 43Q: 3 clusters Score -3775726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -3775723.500000 Penalty: 5160.814941
	Iteration 44Q: 3 clusters Score -3775724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -3775723.500000 Penalty: 5160.814941
	Iteration 45F: 3 clusters Score -3775724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -46260.820312 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -46260.82 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 231 members 
Entering Unmasked Estep 
Score: -44851.714844 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -44851.71 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45073.757812 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -45073.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45231.101562 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -45231.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -45366.417969 Penalty: 3035.667480
	Iteration 3F: 3 clusters Score -45366.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45500.570312 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -45500.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45600.316406 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -45600.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45678.746094 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -45678.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45775.519531 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -45775.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -45841.351562 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -45841.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45876.738281 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -45876.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45900.429688 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -45900.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45934.945312 Penalty: 3035.667480
	Iteration 11Q: 3 clusters Score -45934.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -45989.945312 Penalty: 3035.667480
	Iteration 12Q: 3 clusters Score -45989.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -46011.949219 Penalty: 3035.667480
	Iteration 13Q: 3 clusters Score -46011.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46039.730469 Penalty: 3035.667480
	Iteration 14Q: 3 clusters Score -46039.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -46063.808594 Penalty: 3035.667480
	Iteration 15Q: 3 clusters Score -46063.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -46066.792969 Penalty: 3035.667480
	Iteration 16Q: 3 clusters Score -46066.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46071.937500 Penalty: 3035.667480
	Iteration 17Q: 3 clusters Score -46071.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46086.976562 Penalty: 3035.667480
	Iteration 18F: 3 clusters Score -46086.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46141.843750 Penalty: 3035.667480
	Iteration 19Q: 3 clusters Score -46141.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46158.175781 Penalty: 3035.667480
	Iteration 20F: 3 clusters Score -46158.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46190.328125 Penalty: 3035.667480
	Iteration 21Q: 3 clusters Score -46190.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46194.257812 Penalty: 3035.667480
	Iteration 22Q: 3 clusters Score -46194.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46194.257812 Penalty: 3035.667480
	Iteration 23F: 3 clusters Score -46194.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (126254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126254 members 
Entering Unmasked Estep 
Score: -15433858.000000 Penalty: 2913.020508
	Iteration 0F: 2 clusters Score -1.543386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62971 members 
Mstep: Class 2 contains 63283 members 
Entering Unmasked Estep 
Score: -15349581.000000 Penalty: 5826.041016
	Iteration 0F: 3 clusters Score -1.534958e+07 nChanged 59990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60091 members 
Mstep: Class 2 contains 66163 members 
Entering Unmasked Estep 
Score: -15384329.000000 Penalty: 5826.041016
	Iteration 1F: 3 clusters Score -1.538433e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58230 members 
Mstep: Class 2 contains 68024 members 
Entering Unmasked Estep 
Score: -15385493.000000 Penalty: 5826.041016
	Iteration 2Q: 3 clusters Score -1.538549e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55230 members 
Mstep: Class 2 contains 71024 members 
Entering Unmasked Estep 
Score: -15387203.000000 Penalty: 5826.041016
	Iteration 3Q: 3 clusters Score -1.53872e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 75684 members 
Entering Unmasked Estep 
Score: -15389991.000000 Penalty: 5826.041016
	Iteration 4Q: 3 clusters Score -1.538999e+07 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 82141 members 
Entering Unmasked Estep 
Score: -15394681.000000 Penalty: 5826.041016
	Iteration 5F: 3 clusters Score -1.539468e+07 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 90387 members 
Entering Unmasked Estep 
Score: -15401413.000000 Penalty: 5826.041016
	Iteration 6F: 3 clusters Score -1.540141e+07 nChanged 9675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 99310 members 
Entering Unmasked Estep 
Score: -15408944.000000 Penalty: 5826.041016
	Iteration 7F: 3 clusters Score -1.540894e+07 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 107660 members 
Entering Unmasked Estep 
Score: -15416094.000000 Penalty: 5826.041016
	Iteration 8F: 3 clusters Score -1.541609e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 114432 members 
Entering Unmasked Estep 
Score: -15422049.000000 Penalty: 5826.041016
	Iteration 9F: 3 clusters Score -1.542205e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 119347 members 
Entering Unmasked Estep 
Score: -15426298.000000 Penalty: 5826.041016
	Iteration 10Q: 3 clusters Score -1.54263e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 122396 members 
Entering Unmasked Estep 
Score: -15428652.000000 Penalty: 5826.041016
	Iteration 11Q: 3 clusters Score -1.542865e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 124036 members 
Entering Unmasked Estep 
Score: -15429933.000000 Penalty: 5826.041016
	Iteration 12Q: 3 clusters Score -1.542993e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 124853 members 
Entering Unmasked Estep 
Score: -15430619.000000 Penalty: 5826.041016
	Iteration 13Q: 3 clusters Score -1.543062e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 125232 members 
Entering Unmasked Estep 
Score: -15430889.000000 Penalty: 5826.041016
	Iteration 14Q: 3 clusters Score -1.543089e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 125413 members 
Entering Unmasked Estep 
Score: -15431086.000000 Penalty: 5826.041016
	Iteration 15Q: 3 clusters Score -1.543109e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 125502 members 
Entering Unmasked Estep 
Score: -15431133.000000 Penalty: 5826.041016
	Iteration 16Q: 3 clusters Score -1.543113e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 125552 members 
Entering Unmasked Estep 
Score: -15431181.000000 Penalty: 5826.041016
	Iteration 17Q: 3 clusters Score -1.543118e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 125586 members 
Entering Unmasked Estep 
Score: -15431219.000000 Penalty: 5826.041016
	Iteration 18Q: 3 clusters Score -1.543122e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 125608 members 
Entering Unmasked Estep 
Score: -15431243.000000 Penalty: 5826.041016
	Iteration 19Q: 3 clusters Score -1.543124e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 125628 members 
Entering Unmasked Estep 
Score: -15431262.000000 Penalty: 5826.041016
	Iteration 20F: 3 clusters Score -1.543126e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 125647 members 
Entering Unmasked Estep 
Score: -15431288.000000 Penalty: 5826.041016
	Iteration 21Q: 3 clusters Score -1.543129e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 125660 members 
Entering Unmasked Estep 
Score: -15431296.000000 Penalty: 5826.041016
	Iteration 22Q: 3 clusters Score -1.54313e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 125677 members 
Entering Unmasked Estep 
Score: -15431338.000000 Penalty: 5826.041016
	Iteration 23Q: 3 clusters Score -1.543134e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 125685 members 
Entering Unmasked Estep 
Score: -15431362.000000 Penalty: 5826.041016
	Iteration 24Q: 3 clusters Score -1.543136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 125694 members 
Entering Unmasked Estep 
Score: -15431371.000000 Penalty: 5826.041016
	Iteration 25Q: 3 clusters Score -1.543137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 125701 members 
Entering Unmasked Estep 
Score: -15431381.000000 Penalty: 5826.041016
	Iteration 26Q: 3 clusters Score -1.543138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 125700 members 
Entering Unmasked Estep 
Score: -15431382.000000 Penalty: 5826.041016
	Iteration 27Q: 3 clusters Score -1.543138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 125703 members 
Entering Unmasked Estep 
Score: -15431382.000000 Penalty: 5826.041016
	Iteration 28Q: 3 clusters Score -1.543138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 125706 members 
Entering Unmasked Estep 
Score: -15431383.000000 Penalty: 5826.041016
	Iteration 29Q: 3 clusters Score -1.543138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 125704 members 
Entering Unmasked Estep 
Score: -15431387.000000 Penalty: 5826.041016
	Iteration 30Q: 3 clusters Score -1.543139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 125704 members 
Entering Unmasked Estep 
Score: -15431389.000000 Penalty: 5826.041016
	Iteration 31Q: 3 clusters Score -1.543139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 125706 members 
Entering Unmasked Estep 
Score: -15431390.000000 Penalty: 5826.041016
	Iteration 32Q: 3 clusters Score -1.543139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 125709 members 
Entering Unmasked Estep 
Score: -15431389.000000 Penalty: 5826.041016
	Iteration 33Q: 3 clusters Score -1.543139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 125709 members 
Entering Unmasked Estep 
Score: -15431393.000000 Penalty: 5826.041016
	Iteration 34Q: 3 clusters Score -1.543139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 125710 members 
Entering Unmasked Estep 
Score: -15431394.000000 Penalty: 5826.041016
	Iteration 35Q: 3 clusters Score -1.543139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 125711 members 
Entering Unmasked Estep 
Score: -15431388.000000 Penalty: 5826.041016
	Iteration 36Q: 3 clusters Score -1.543139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 125713 members 
Entering Unmasked Estep 
Score: -15431402.000000 Penalty: 5826.041016
	Iteration 37Q: 3 clusters Score -1.54314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 125716 members 
Entering Unmasked Estep 
Score: -15431406.000000 Penalty: 5826.041016
	Iteration 38Q: 3 clusters Score -1.543141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 125717 members 
Entering Unmasked Estep 
Score: -15431396.000000 Penalty: 5826.041016
	Iteration 39Q: 3 clusters Score -1.54314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 125719 members 
Entering Unmasked Estep 
Score: -15431400.000000 Penalty: 5826.041016
	Iteration 40F: 3 clusters Score -1.54314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 125722 members 
Entering Unmasked Estep 
Score: -15431401.000000 Penalty: 5826.041016
	Iteration 41Q: 3 clusters Score -1.54314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 125720 members 
Entering Unmasked Estep 
Score: -15431398.000000 Penalty: 5826.041016
	Iteration 42Q: 3 clusters Score -1.54314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 125722 members 
Entering Unmasked Estep 
Score: -15431410.000000 Penalty: 5826.041016
	Iteration 43Q: 3 clusters Score -1.543141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 125722 members 
Entering Unmasked Estep 
Score: -15431409.000000 Penalty: 5826.041016
	Iteration 44Q: 3 clusters Score -1.543141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 125722 members 
Entering Unmasked Estep 
Score: -15431409.000000 Penalty: 5826.041016
	Iteration 45F: 3 clusters Score -1.543141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Entering Unmasked Estep 
Score: -2490223.750000 Penalty: 2462.140381
	Iteration 0F: 2 clusters Score -2490224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2475890.500000 Penalty: 4924.280762
	Iteration 0F: 3 clusters Score -2475890 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2480761.500000 Penalty: 4924.280762
	Iteration 1F: 3 clusters Score -2480762 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2481181.500000 Penalty: 4924.280762
	Iteration 2F: 3 clusters Score -2481182 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2481550.250000 Penalty: 4924.280762
	Iteration 3Q: 3 clusters Score -2481550 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2481885.250000 Penalty: 4924.280762
	Iteration 4Q: 3 clusters Score -2481885 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2482178.750000 Penalty: 4924.280762
	Iteration 5Q: 3 clusters Score -2482179 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2482491.500000 Penalty: 4924.280762
	Iteration 6Q: 3 clusters Score -2482492 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2482797.000000 Penalty: 4924.280762
	Iteration 7Q: 3 clusters Score -2482797 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2483192.500000 Penalty: 4924.280762
	Iteration 8Q: 3 clusters Score -2483192 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2483699.250000 Penalty: 4924.280762
	Iteration 9Q: 3 clusters Score -2483699 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2484232.250000 Penalty: 4924.280762
	Iteration 10Q: 3 clusters Score -2484232 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -2484836.500000 Penalty: 4924.280762
	Iteration 11Q: 3 clusters Score -2484836 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2485483.250000 Penalty: 4924.280762
	Iteration 12Q: 3 clusters Score -2485483 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2486151.750000 Penalty: 4924.280762
	Iteration 13Q: 3 clusters Score -2486152 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2486755.500000 Penalty: 4924.280762
	Iteration 14Q: 3 clusters Score -2486756 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2487231.750000 Penalty: 4924.280762
	Iteration 15Q: 3 clusters Score -2487232 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2487530.250000 Penalty: 4924.280762
	Iteration 16Q: 3 clusters Score -2487530 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2487713.750000 Penalty: 4924.280762
	Iteration 17Q: 3 clusters Score -2487714 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2487861.750000 Penalty: 4924.280762
	Iteration 18Q: 3 clusters Score -2487862 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2487978.750000 Penalty: 4924.280762
	Iteration 19Q: 3 clusters Score -2487979 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2488056.500000 Penalty: 4924.280762
	Iteration 20F: 3 clusters Score -2488056 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2488119.000000 Penalty: 4924.280762
	Iteration 21Q: 3 clusters Score -2488119 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2488192.000000 Penalty: 4924.280762
	Iteration 22Q: 3 clusters Score -2488192 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2488238.250000 Penalty: 4924.280762
	Iteration 23Q: 3 clusters Score -2488238 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2488271.250000 Penalty: 4924.280762
	Iteration 24Q: 3 clusters Score -2488271 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2488310.500000 Penalty: 4924.280762
	Iteration 25Q: 3 clusters Score -2488310 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2488333.500000 Penalty: 4924.280762
	Iteration 26Q: 3 clusters Score -2488334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2488343.000000 Penalty: 4924.280762
	Iteration 27Q: 3 clusters Score -2488343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2488354.000000 Penalty: 4924.280762
	Iteration 28Q: 3 clusters Score -2488354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2488365.750000 Penalty: 4924.280762
	Iteration 29Q: 3 clusters Score -2488366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2488381.000000 Penalty: 4924.280762
	Iteration 30Q: 3 clusters Score -2488381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -2488381.500000 Penalty: 4924.280762
	Iteration 31Q: 3 clusters Score -2488382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2488392.250000 Penalty: 4924.280762
	Iteration 32Q: 3 clusters Score -2488392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2488400.250000 Penalty: 4924.280762
	Iteration 33Q: 3 clusters Score -2488400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2488403.750000 Penalty: 4924.280762
	Iteration 34Q: 3 clusters Score -2488404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2488402.000000 Penalty: 4924.280762
	Iteration 35Q: 3 clusters Score -2488402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2488400.750000 Penalty: 4924.280762
	Iteration 36Q: 3 clusters Score -2488401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2488403.250000 Penalty: 4924.280762
	Iteration 37Q: 3 clusters Score -2488403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2488404.750000 Penalty: 4924.280762
	Iteration 38Q: 3 clusters Score -2488405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2488409.000000 Penalty: 4924.280762
	Iteration 39Q: 3 clusters Score -2488409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2488408.750000 Penalty: 4924.280762
	Iteration 40F: 3 clusters Score -2488409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2488410.250000 Penalty: 4924.280762
	Iteration 41Q: 3 clusters Score -2488410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2488411.000000 Penalty: 4924.280762
	Iteration 42Q: 3 clusters Score -2488411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2488406.750000 Penalty: 4924.280762
	Iteration 43Q: 3 clusters Score -2488407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -2488411.000000 Penalty: 4924.280762
	Iteration 44Q: 3 clusters Score -2488411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2488410.750000 Penalty: 4924.280762
	Iteration 45Q: 3 clusters Score -2488411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2488413.000000 Penalty: 4924.280762
	Iteration 46Q: 3 clusters Score -2488413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2488418.750000 Penalty: 4924.280762
	Iteration 47Q: 3 clusters Score -2488419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2488414.000000 Penalty: 4924.280762
	Iteration 48Q: 3 clusters Score -2488414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2488420.750000 Penalty: 4924.280762
	Iteration 49Q: 3 clusters Score -2488421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -2488417.500000 Penalty: 4924.280762
	Iteration 50Q: 3 clusters Score -2488418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -2488417.500000 Penalty: 4924.280762
	Iteration 51F: 3 clusters Score -2488418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Entering Unmasked Estep 
Score: -1199361.375000 Penalty: 2286.238770
	Iteration 0F: 2 clusters Score -1199361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1191649.250000 Penalty: 4572.477539
	Iteration 0F: 3 clusters Score -1191649 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1193862.125000 Penalty: 4572.477539
	Iteration 1F: 3 clusters Score -1193862 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1194211.500000 Penalty: 4572.477539
	Iteration 2F: 3 clusters Score -1194212 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1194506.125000 Penalty: 4572.477539
	Iteration 3F: 3 clusters Score -1194506 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1194772.750000 Penalty: 4572.477539
	Iteration 4F: 3 clusters Score -1194773 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1194990.000000 Penalty: 4572.477539
	Iteration 5Q: 3 clusters Score -1194990 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1195201.625000 Penalty: 4572.477539
	Iteration 6Q: 3 clusters Score -1195202 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1195425.625000 Penalty: 4572.477539
	Iteration 7Q: 3 clusters Score -1195426 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1195615.125000 Penalty: 4572.477539
	Iteration 8Q: 3 clusters Score -1195615 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1195810.625000 Penalty: 4572.477539
	Iteration 9Q: 3 clusters Score -1195811 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1195991.250000 Penalty: 4572.477539
	Iteration 10Q: 3 clusters Score -1195991 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1196184.875000 Penalty: 4572.477539
	Iteration 11Q: 3 clusters Score -1196185 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1196397.000000 Penalty: 4572.477539
	Iteration 12Q: 3 clusters Score -1196397 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1196599.125000 Penalty: 4572.477539
	Iteration 13Q: 3 clusters Score -1196599 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1196801.375000 Penalty: 4572.477539
	Iteration 14Q: 3 clusters Score -1196801 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1197003.750000 Penalty: 4572.477539
	Iteration 15Q: 3 clusters Score -1197004 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1197152.375000 Penalty: 4572.477539
	Iteration 16Q: 3 clusters Score -1197152 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1197242.125000 Penalty: 4572.477539
	Iteration 17Q: 3 clusters Score -1197242 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1197313.875000 Penalty: 4572.477539
	Iteration 18Q: 3 clusters Score -1197314 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1197369.625000 Penalty: 4572.477539
	Iteration 19Q: 3 clusters Score -1197370 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1197424.750000 Penalty: 4572.477539
	Iteration 20F: 3 clusters Score -1197425 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1197458.375000 Penalty: 4572.477539
	Iteration 21Q: 3 clusters Score -1197458 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1197483.750000 Penalty: 4572.477539
	Iteration 22Q: 3 clusters Score -1197484 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1197507.125000 Penalty: 4572.477539
	Iteration 23Q: 3 clusters Score -1197507 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1197518.625000 Penalty: 4572.477539
	Iteration 24Q: 3 clusters Score -1197519 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1197526.000000 Penalty: 4572.477539
	Iteration 25Q: 3 clusters Score -1197526 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1197534.500000 Penalty: 4572.477539
	Iteration 26Q: 3 clusters Score -1197534 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1197546.250000 Penalty: 4572.477539
	Iteration 27Q: 3 clusters Score -1197546 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1197556.125000 Penalty: 4572.477539
	Iteration 28Q: 3 clusters Score -1197556 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1197564.250000 Penalty: 4572.477539
	Iteration 29Q: 3 clusters Score -1197564 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1197575.000000 Penalty: 4572.477539
	Iteration 30Q: 3 clusters Score -1197575 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1197580.000000 Penalty: 4572.477539
	Iteration 31Q: 3 clusters Score -1197580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1197581.500000 Penalty: 4572.477539
	Iteration 32Q: 3 clusters Score -1197582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1197584.000000 Penalty: 4572.477539
	Iteration 33Q: 3 clusters Score -1197584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1197588.500000 Penalty: 4572.477539
	Iteration 34Q: 3 clusters Score -1197588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1197597.625000 Penalty: 4572.477539
	Iteration 35Q: 3 clusters Score -1197598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1197597.000000 Penalty: 4572.477539
	Iteration 36Q: 3 clusters Score -1197597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1197596.625000 Penalty: 4572.477539
	Iteration 37Q: 3 clusters Score -1197597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1197595.500000 Penalty: 4572.477539
	Iteration 38Q: 3 clusters Score -1197596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1197594.250000 Penalty: 4572.477539
	Iteration 39Q: 3 clusters Score -1197594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1197596.125000 Penalty: 4572.477539
	Iteration 40F: 3 clusters Score -1197596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1197596.375000 Penalty: 4572.477539
	Iteration 41Q: 3 clusters Score -1197596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1197597.875000 Penalty: 4572.477539
	Iteration 42Q: 3 clusters Score -1197598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1197595.875000 Penalty: 4572.477539
	Iteration 43Q: 3 clusters Score -1197596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1197599.625000 Penalty: 4572.477539
	Iteration 44Q: 3 clusters Score -1197600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1197599.625000 Penalty: 4572.477539
	Iteration 45F: 3 clusters Score -1197600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (228920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228920 members 
Entering Unmasked Estep 
Score: -27935558.000000 Penalty: 3060.599609
	Iteration 0F: 2 clusters Score -2.793556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114138 members 
Mstep: Class 2 contains 114782 members 
Entering Unmasked Estep 
Score: -27784992.000000 Penalty: 6121.199219
	Iteration 0F: 3 clusters Score -2.778499e+07 nChanged 110406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111050 members 
Mstep: Class 2 contains 117870 members 
Entering Unmasked Estep 
Score: -27850736.000000 Penalty: 6121.199219
	Iteration 1F: 3 clusters Score -2.785074e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109693 members 
Mstep: Class 2 contains 119227 members 
Entering Unmasked Estep 
Score: -27852650.000000 Penalty: 6121.199219
	Iteration 2Q: 3 clusters Score -2.785265e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107851 members 
Mstep: Class 2 contains 121069 members 
Entering Unmasked Estep 
Score: -27855402.000000 Penalty: 6121.199219
	Iteration 3Q: 3 clusters Score -2.78554e+07 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105212 members 
Mstep: Class 2 contains 123708 members 
Entering Unmasked Estep 
Score: -27859580.000000 Penalty: 6121.199219
	Iteration 4Q: 3 clusters Score -2.785958e+07 nChanged 11377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101429 members 
Mstep: Class 2 contains 127491 members 
Entering Unmasked Estep 
Score: -27865242.000000 Penalty: 6121.199219
	Iteration 5Q: 3 clusters Score -2.786524e+07 nChanged 12515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96048 members 
Mstep: Class 2 contains 132872 members 
Entering Unmasked Estep 
Score: -27871926.000000 Penalty: 6121.199219
	Iteration 6F: 3 clusters Score -2.787193e+07 nChanged 12823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89077 members 
Mstep: Class 2 contains 139843 members 
Entering Unmasked Estep 
Score: -27879344.000000 Penalty: 6121.199219
	Iteration 7F: 3 clusters Score -2.787934e+07 nChanged 12396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80589 members 
Mstep: Class 2 contains 148331 members 
Entering Unmasked Estep 
Score: -27886830.000000 Penalty: 6121.199219
	Iteration 8F: 3 clusters Score -2.788683e+07 nChanged 11883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70682 members 
Mstep: Class 2 contains 158238 members 
Entering Unmasked Estep 
Score: -27893946.000000 Penalty: 6121.199219
	Iteration 9F: 3 clusters Score -2.789395e+07 nChanged 11684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59744 members 
Mstep: Class 2 contains 169176 members 
Entering Unmasked Estep 
Score: -27901294.000000 Penalty: 6121.199219
	Iteration 10F: 3 clusters Score -2.790129e+07 nChanged 11735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 180655 members 
Entering Unmasked Estep 
Score: -27908984.000000 Penalty: 6121.199219
	Iteration 11F: 3 clusters Score -2.790898e+07 nChanged 11062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37315 members 
Mstep: Class 2 contains 191605 members 
Entering Unmasked Estep 
Score: -27915902.000000 Penalty: 6121.199219
	Iteration 12Q: 3 clusters Score -2.79159e+07 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 201115 members 
Entering Unmasked Estep 
Score: -27922056.000000 Penalty: 6121.199219
	Iteration 13Q: 3 clusters Score -2.792206e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 208499 members 
Entering Unmasked Estep 
Score: -27926516.000000 Penalty: 6121.199219
	Iteration 14Q: 3 clusters Score -2.792652e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 213974 members 
Entering Unmasked Estep 
Score: -27929528.000000 Penalty: 6121.199219
	Iteration 15Q: 3 clusters Score -2.792953e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 217743 members 
Entering Unmasked Estep 
Score: -27931164.000000 Penalty: 6121.199219
	Iteration 16Q: 3 clusters Score -2.793116e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 220332 members 
Entering Unmasked Estep 
Score: -27932228.000000 Penalty: 6121.199219
	Iteration 17Q: 3 clusters Score -2.793223e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 221997 members 
Entering Unmasked Estep 
Score: -27932750.000000 Penalty: 6121.199219
	Iteration 18Q: 3 clusters Score -2.793275e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 223092 members 
Entering Unmasked Estep 
Score: -27932994.000000 Penalty: 6121.199219
	Iteration 19Q: 3 clusters Score -2.793299e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 223849 members 
Entering Unmasked Estep 
Score: -27933180.000000 Penalty: 6121.199219
	Iteration 20F: 3 clusters Score -2.793318e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 224345 members 
Entering Unmasked Estep 
Score: -27933326.000000 Penalty: 6121.199219
	Iteration 21Q: 3 clusters Score -2.793333e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 224714 members 
Entering Unmasked Estep 
Score: -27933432.000000 Penalty: 6121.199219
	Iteration 22Q: 3 clusters Score -2.793343e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 224991 members 
Entering Unmasked Estep 
Score: -27933510.000000 Penalty: 6121.199219
	Iteration 23Q: 3 clusters Score -2.793351e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 225212 members 
Entering Unmasked Estep 
Score: -27933552.000000 Penalty: 6121.199219
	Iteration 24Q: 3 clusters Score -2.793355e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 225389 members 
Entering Unmasked Estep 
Score: -27933628.000000 Penalty: 6121.199219
	Iteration 25Q: 3 clusters Score -2.793363e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 225530 members 
Entering Unmasked Estep 
Score: -27933666.000000 Penalty: 6121.199219
	Iteration 26Q: 3 clusters Score -2.793367e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 225649 members 
Entering Unmasked Estep 
Score: -27933696.000000 Penalty: 6121.199219
	Iteration 27Q: 3 clusters Score -2.79337e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 225755 members 
Entering Unmasked Estep 
Score: -27933720.000000 Penalty: 6121.199219
	Iteration 28Q: 3 clusters Score -2.793372e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 225835 members 
Entering Unmasked Estep 
Score: -27933752.000000 Penalty: 6121.199219
	Iteration 29Q: 3 clusters Score -2.793375e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 225900 members 
Entering Unmasked Estep 
Score: -27933730.000000 Penalty: 6121.199219
	Iteration 30Q: 3 clusters Score -2.793373e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 225960 members 
Entering Unmasked Estep 
Score: -27933746.000000 Penalty: 6121.199219
	Iteration 31Q: 3 clusters Score -2.793375e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 226006 members 
Entering Unmasked Estep 
Score: -27933744.000000 Penalty: 6121.199219
	Iteration 32Q: 3 clusters Score -2.793374e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 226043 members 
Entering Unmasked Estep 
Score: -27933770.000000 Penalty: 6121.199219
	Iteration 33Q: 3 clusters Score -2.793377e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 226083 members 
Entering Unmasked Estep 
Score: -27933764.000000 Penalty: 6121.199219
	Iteration 34Q: 3 clusters Score -2.793376e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 226110 members 
Entering Unmasked Estep 
Score: -27933770.000000 Penalty: 6121.199219
	Iteration 35Q: 3 clusters Score -2.793377e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 226139 members 
Entering Unmasked Estep 
Score: -27933782.000000 Penalty: 6121.199219
	Iteration 36Q: 3 clusters Score -2.793378e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 226163 members 
Entering Unmasked Estep 
Score: -27933774.000000 Penalty: 6121.199219
	Iteration 37Q: 3 clusters Score -2.793377e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 226184 members 
Entering Unmasked Estep 
Score: -27933770.000000 Penalty: 6121.199219
	Iteration 38Q: 3 clusters Score -2.793377e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 226200 members 
Entering Unmasked Estep 
Score: -27933768.000000 Penalty: 6121.199219
	Iteration 39Q: 3 clusters Score -2.793377e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 226213 members 
Entering Unmasked Estep 
Score: -27933754.000000 Penalty: 6121.199219
	Iteration 40F: 3 clusters Score -2.793375e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 226229 members 
Entering Unmasked Estep 
Score: -27933770.000000 Penalty: 6121.199219
	Iteration 41Q: 3 clusters Score -2.793377e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 226244 members 
Entering Unmasked Estep 
Score: -27933774.000000 Penalty: 6121.199219
	Iteration 42Q: 3 clusters Score -2.793377e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 226257 members 
Entering Unmasked Estep 
Score: -27933774.000000 Penalty: 6121.199219
	Iteration 43Q: 3 clusters Score -2.793377e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 226274 members 
Entering Unmasked Estep 
Score: -27933766.000000 Penalty: 6121.199219
	Iteration 44Q: 3 clusters Score -2.793377e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 226294 members 
Entering Unmasked Estep 
Score: -27933762.000000 Penalty: 6121.199219
	Iteration 45Q: 3 clusters Score -2.793376e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 226309 members 
Entering Unmasked Estep 
Score: -27933776.000000 Penalty: 6121.199219
	Iteration 46Q: 3 clusters Score -2.793378e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 226323 members 
Entering Unmasked Estep 
Score: -27933760.000000 Penalty: 6121.199219
	Iteration 47Q: 3 clusters Score -2.793376e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 226338 members 
Entering Unmasked Estep 
Score: -27933764.000000 Penalty: 6121.199219
	Iteration 48Q: 3 clusters Score -2.793376e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 226346 members 
Entering Unmasked Estep 
Score: -27933760.000000 Penalty: 6121.199219
	Iteration 49Q: 3 clusters Score -2.793376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 226353 members 
Entering Unmasked Estep 
Score: -27933784.000000 Penalty: 6121.199219
	Iteration 50Q: 3 clusters Score -2.793378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 226357 members 
Entering Unmasked Estep 
Score: -27933788.000000 Penalty: 6121.199219
	Iteration 51Q: 3 clusters Score -2.793379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 226362 members 
Entering Unmasked Estep 
Score: -27933772.000000 Penalty: 6121.199219
	Iteration 52Q: 3 clusters Score -2.793377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 226365 members 
Entering Unmasked Estep 
Score: -27933782.000000 Penalty: 6121.199219
	Iteration 53Q: 3 clusters Score -2.793378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 226373 members 
Entering Unmasked Estep 
Score: -27933760.000000 Penalty: 6121.199219
	Iteration 54Q: 3 clusters Score -2.793376e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 226386 members 
Entering Unmasked Estep 
Score: -27933752.000000 Penalty: 6121.199219
	Iteration 55Q: 3 clusters Score -2.793375e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 226394 members 
Entering Unmasked Estep 
Score: -27933766.000000 Penalty: 6121.199219
	Iteration 56Q: 3 clusters Score -2.793377e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 226398 members 
Entering Unmasked Estep 
Score: -27933760.000000 Penalty: 6121.199219
	Iteration 57Q: 3 clusters Score -2.793376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 226401 members 
Entering Unmasked Estep 
Score: -27933754.000000 Penalty: 6121.199219
	Iteration 58Q: 3 clusters Score -2.793375e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 226406 members 
Entering Unmasked Estep 
Score: -27933776.000000 Penalty: 6121.199219
	Iteration 59Q: 3 clusters Score -2.793378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 226410 members 
Entering Unmasked Estep 
Score: -27933760.000000 Penalty: 6121.199219
	Iteration 60F: 3 clusters Score -2.793376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 226414 members 
Entering Unmasked Estep 
Score: -27933764.000000 Penalty: 6121.199219
	Iteration 61Q: 3 clusters Score -2.793376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 226419 members 
Entering Unmasked Estep 
Score: -27933740.000000 Penalty: 6121.199219
	Iteration 62Q: 3 clusters Score -2.793374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 226426 members 
Entering Unmasked Estep 
Score: -27933774.000000 Penalty: 6121.199219
	Iteration 63Q: 3 clusters Score -2.793377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 226426 members 
Entering Unmasked Estep 
Score: -27933764.000000 Penalty: 6121.199219
	Iteration 64Q: 3 clusters Score -2.793376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 226429 members 
Entering Unmasked Estep 
Score: -27933756.000000 Penalty: 6121.199219
	Iteration 65Q: 3 clusters Score -2.793376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 226432 members 
Entering Unmasked Estep 
Score: -27933760.000000 Penalty: 6121.199219
	Iteration 66Q: 3 clusters Score -2.793376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 226436 members 
Entering Unmasked Estep 
Score: -27933758.000000 Penalty: 6121.199219
	Iteration 67Q: 3 clusters Score -2.793376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 226439 members 
Entering Unmasked Estep 
Score: -27933762.000000 Penalty: 6121.199219
	Iteration 68Q: 3 clusters Score -2.793376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 226439 members 
Entering Unmasked Estep 
Score: -27933764.000000 Penalty: 6121.199219
	Iteration 69Q: 3 clusters Score -2.793376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 226439 members 
Entering Unmasked Estep 
Score: -27933764.000000 Penalty: 6121.199219
	Iteration 70F: 3 clusters Score -2.793376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (55435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55435 members 
Entering Unmasked Estep 
Score: -6635143.000000 Penalty: 2708.895508
	Iteration 0F: 2 clusters Score -6635143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -6597946.000000 Penalty: 5417.791016
	Iteration 0F: 3 clusters Score -6597946 nChanged 25808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -6612342.500000 Penalty: 5417.791016
	Iteration 1F: 3 clusters Score -6612342 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -6613323.500000 Penalty: 5417.791016
	Iteration 2Q: 3 clusters Score -6613324 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -6614724.000000 Penalty: 5417.791016
	Iteration 3F: 3 clusters Score -6614724 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -6617085.500000 Penalty: 5417.791016
	Iteration 4F: 3 clusters Score -6617086 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -6620584.000000 Penalty: 5417.791016
	Iteration 5F: 3 clusters Score -6620584 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -6625055.000000 Penalty: 5417.791016
	Iteration 6F: 3 clusters Score -6625055 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -6629042.500000 Penalty: 5417.791016
	Iteration 7F: 3 clusters Score -6629042 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 52850 members 
Entering Unmasked Estep 
Score: -6631471.500000 Penalty: 5417.791016
	Iteration 8Q: 3 clusters Score -6631472 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -6632636.500000 Penalty: 5417.791016
	Iteration 9Q: 3 clusters Score -6632636 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -6633272.500000 Penalty: 5417.791016
	Iteration 10Q: 3 clusters Score -6633272 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 54502 members 
Entering Unmasked Estep 
Score: -6633747.000000 Penalty: 5417.791016
	Iteration 11Q: 3 clusters Score -6633747 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -6633993.000000 Penalty: 5417.791016
	Iteration 12Q: 3 clusters Score -6633993 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 54609 members 
Entering Unmasked Estep 
Score: -6634145.500000 Penalty: 5417.791016
	Iteration 13Q: 3 clusters Score -6634146 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 54636 members 
Entering Unmasked Estep 
Score: -6634244.000000 Penalty: 5417.791016
	Iteration 14Q: 3 clusters Score -6634244 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -6634307.500000 Penalty: 5417.791016
	Iteration 15Q: 3 clusters Score -6634308 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 54661 members 
Entering Unmasked Estep 
Score: -6634339.000000 Penalty: 5417.791016
	Iteration 16Q: 3 clusters Score -6634339 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -6634389.000000 Penalty: 5417.791016
	Iteration 17Q: 3 clusters Score -6634389 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -6634410.500000 Penalty: 5417.791016
	Iteration 18Q: 3 clusters Score -6634410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 54698 members 
Entering Unmasked Estep 
Score: -6634449.000000 Penalty: 5417.791016
	Iteration 19Q: 3 clusters Score -6634449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 54713 members 
Entering Unmasked Estep 
Score: -6634479.000000 Penalty: 5417.791016
	Iteration 20F: 3 clusters Score -6634479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 54724 members 
Entering Unmasked Estep 
Score: -6634512.500000 Penalty: 5417.791016
	Iteration 21Q: 3 clusters Score -6634512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -6634516.000000 Penalty: 5417.791016
	Iteration 22Q: 3 clusters Score -6634516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -6634526.500000 Penalty: 5417.791016
	Iteration 23Q: 3 clusters Score -6634526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -6634523.000000 Penalty: 5417.791016
	Iteration 24Q: 3 clusters Score -6634523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 54732 members 
Entering Unmasked Estep 
Score: -6634537.500000 Penalty: 5417.791016
	Iteration 25Q: 3 clusters Score -6634538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -6634534.000000 Penalty: 5417.791016
	Iteration 26Q: 3 clusters Score -6634534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -6634538.500000 Penalty: 5417.791016
	Iteration 27Q: 3 clusters Score -6634538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -6634544.000000 Penalty: 5417.791016
	Iteration 28Q: 3 clusters Score -6634544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -6634540.000000 Penalty: 5417.791016
	Iteration 29Q: 3 clusters Score -6634540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -6634540.000000 Penalty: 5417.791016
	Iteration 30F: 3 clusters Score -6634540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Entering Unmasked Estep 
Score: -2148362.250000 Penalty: 2433.383301
	Iteration 0F: 2 clusters Score -2148362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2135397.250000 Penalty: 4866.766602
	Iteration 0F: 3 clusters Score -2135397 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2139827.250000 Penalty: 4866.766602
	Iteration 1F: 3 clusters Score -2139827 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2140355.000000 Penalty: 4866.766602
	Iteration 2F: 3 clusters Score -2140355 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2140843.250000 Penalty: 4866.766602
	Iteration 3F: 3 clusters Score -2140843 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2141488.750000 Penalty: 4866.766602
	Iteration 4F: 3 clusters Score -2141489 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2142171.250000 Penalty: 4866.766602
	Iteration 5F: 3 clusters Score -2142171 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2142827.000000 Penalty: 4866.766602
	Iteration 6F: 3 clusters Score -2142827 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2143433.750000 Penalty: 4866.766602
	Iteration 7Q: 3 clusters Score -2143434 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2143994.250000 Penalty: 4866.766602
	Iteration 8Q: 3 clusters Score -2143994 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2144495.750000 Penalty: 4866.766602
	Iteration 9Q: 3 clusters Score -2144496 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2144937.500000 Penalty: 4866.766602
	Iteration 10Q: 3 clusters Score -2144938 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2145319.500000 Penalty: 4866.766602
	Iteration 11Q: 3 clusters Score -2145320 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2145628.250000 Penalty: 4866.766602
	Iteration 12Q: 3 clusters Score -2145628 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2145861.250000 Penalty: 4866.766602
	Iteration 13Q: 3 clusters Score -2145861 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2146016.000000 Penalty: 4866.766602
	Iteration 14Q: 3 clusters Score -2146016 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2146138.000000 Penalty: 4866.766602
	Iteration 15Q: 3 clusters Score -2146138 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2146220.250000 Penalty: 4866.766602
	Iteration 16Q: 3 clusters Score -2146220 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2146286.000000 Penalty: 4866.766602
	Iteration 17Q: 3 clusters Score -2146286 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2146326.000000 Penalty: 4866.766602
	Iteration 18Q: 3 clusters Score -2146326 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2146368.250000 Penalty: 4866.766602
	Iteration 19Q: 3 clusters Score -2146368 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2146393.500000 Penalty: 4866.766602
	Iteration 20F: 3 clusters Score -2146394 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2146422.750000 Penalty: 4866.766602
	Iteration 21Q: 3 clusters Score -2146423 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2146452.000000 Penalty: 4866.766602
	Iteration 22Q: 3 clusters Score -2146452 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2146483.000000 Penalty: 4866.766602
	Iteration 23Q: 3 clusters Score -2146483 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2146503.750000 Penalty: 4866.766602
	Iteration 24Q: 3 clusters Score -2146504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2146524.000000 Penalty: 4866.766602
	Iteration 25Q: 3 clusters Score -2146524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2146536.250000 Penalty: 4866.766602
	Iteration 26Q: 3 clusters Score -2146536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2146550.250000 Penalty: 4866.766602
	Iteration 27Q: 3 clusters Score -2146550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2146558.750000 Penalty: 4866.766602
	Iteration 28Q: 3 clusters Score -2146559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2146569.500000 Penalty: 4866.766602
	Iteration 29Q: 3 clusters Score -2146570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2146571.750000 Penalty: 4866.766602
	Iteration 30Q: 3 clusters Score -2146572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2146580.500000 Penalty: 4866.766602
	Iteration 31Q: 3 clusters Score -2146580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2146581.500000 Penalty: 4866.766602
	Iteration 32Q: 3 clusters Score -2146582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2146582.500000 Penalty: 4866.766602
	Iteration 33Q: 3 clusters Score -2146582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2146588.250000 Penalty: 4866.766602
	Iteration 34Q: 3 clusters Score -2146588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2146593.500000 Penalty: 4866.766602
	Iteration 35Q: 3 clusters Score -2146594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2146596.000000 Penalty: 4866.766602
	Iteration 36Q: 3 clusters Score -2146596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2146597.250000 Penalty: 4866.766602
	Iteration 37Q: 3 clusters Score -2146597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2146595.500000 Penalty: 4866.766602
	Iteration 38Q: 3 clusters Score -2146596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2146601.500000 Penalty: 4866.766602
	Iteration 39Q: 3 clusters Score -2146602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2146599.500000 Penalty: 4866.766602
	Iteration 40F: 3 clusters Score -2146600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2146602.250000 Penalty: 4866.766602
	Iteration 41Q: 3 clusters Score -2146602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2146602.250000 Penalty: 4866.766602
	Iteration 42F: 3 clusters Score -2146602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (153219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153219 members 
Entering Unmasked Estep 
Score: -18590436.000000 Penalty: 2961.026611
	Iteration 0F: 2 clusters Score -1.859044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76853 members 
Mstep: Class 2 contains 76366 members 
Entering Unmasked Estep 
Score: -18487544.000000 Penalty: 5922.053223
	Iteration 0F: 3 clusters Score -1.848754e+07 nChanged 73421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80328 members 
Mstep: Class 2 contains 72891 members 
Entering Unmasked Estep 
Score: -18530568.000000 Penalty: 5922.053223
	Iteration 1F: 3 clusters Score -1.853057e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82822 members 
Mstep: Class 2 contains 70397 members 
Entering Unmasked Estep 
Score: -18531902.000000 Penalty: 5922.053223
	Iteration 2Q: 3 clusters Score -1.85319e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86551 members 
Mstep: Class 2 contains 66668 members 
Entering Unmasked Estep 
Score: -18533990.000000 Penalty: 5922.053223
	Iteration 3Q: 3 clusters Score -1.853399e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92214 members 
Mstep: Class 2 contains 61005 members 
Entering Unmasked Estep 
Score: -18537466.000000 Penalty: 5922.053223
	Iteration 4Q: 3 clusters Score -1.853747e+07 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100321 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -18543420.000000 Penalty: 5922.053223
	Iteration 5F: 3 clusters Score -1.854342e+07 nChanged 11887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111126 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -18552350.000000 Penalty: 5922.053223
	Iteration 6F: 3 clusters Score -1.855235e+07 nChanged 12487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122905 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -18562922.000000 Penalty: 5922.053223
	Iteration 7F: 3 clusters Score -1.856292e+07 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133304 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -18572292.000000 Penalty: 5922.053223
	Iteration 8F: 3 clusters Score -1.857229e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140951 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -18578810.000000 Penalty: 5922.053223
	Iteration 9F: 3 clusters Score -1.857881e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145908 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -18582844.000000 Penalty: 5922.053223
	Iteration 10Q: 3 clusters Score -1.858284e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148798 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -18585302.000000 Penalty: 5922.053223
	Iteration 11Q: 3 clusters Score -1.85853e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150362 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -18586566.000000 Penalty: 5922.053223
	Iteration 12Q: 3 clusters Score -1.858657e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151208 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -18587244.000000 Penalty: 5922.053223
	Iteration 13Q: 3 clusters Score -1.858724e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151623 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -18587572.000000 Penalty: 5922.053223
	Iteration 14Q: 3 clusters Score -1.858757e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151855 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -18587786.000000 Penalty: 5922.053223
	Iteration 15Q: 3 clusters Score -1.858779e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152006 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -18587904.000000 Penalty: 5922.053223
	Iteration 16Q: 3 clusters Score -1.85879e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152082 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -18587950.000000 Penalty: 5922.053223
	Iteration 17Q: 3 clusters Score -1.858795e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152150 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -18588020.000000 Penalty: 5922.053223
	Iteration 18Q: 3 clusters Score -1.858802e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152198 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -18588086.000000 Penalty: 5922.053223
	Iteration 19Q: 3 clusters Score -1.858809e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152238 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -18588098.000000 Penalty: 5922.053223
	Iteration 20F: 3 clusters Score -1.85881e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152260 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -18588132.000000 Penalty: 5922.053223
	Iteration 21Q: 3 clusters Score -1.858813e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152280 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -18588142.000000 Penalty: 5922.053223
	Iteration 22Q: 3 clusters Score -1.858814e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152291 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -18588178.000000 Penalty: 5922.053223
	Iteration 23Q: 3 clusters Score -1.858818e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152288 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -18588216.000000 Penalty: 5922.053223
	Iteration 24Q: 3 clusters Score -1.858822e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152295 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -18588208.000000 Penalty: 5922.053223
	Iteration 25Q: 3 clusters Score -1.858821e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152303 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -18588222.000000 Penalty: 5922.053223
	Iteration 26Q: 3 clusters Score -1.858822e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152314 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -18588242.000000 Penalty: 5922.053223
	Iteration 27Q: 3 clusters Score -1.858824e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152328 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -18588264.000000 Penalty: 5922.053223
	Iteration 28Q: 3 clusters Score -1.858826e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152327 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -18588282.000000 Penalty: 5922.053223
	Iteration 29Q: 3 clusters Score -1.858828e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152336 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -18588288.000000 Penalty: 5922.053223
	Iteration 30Q: 3 clusters Score -1.858829e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152342 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -18588318.000000 Penalty: 5922.053223
	Iteration 31Q: 3 clusters Score -1.858832e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152344 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -18588336.000000 Penalty: 5922.053223
	Iteration 32Q: 3 clusters Score -1.858834e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152347 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -18588360.000000 Penalty: 5922.053223
	Iteration 33Q: 3 clusters Score -1.858836e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152346 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -18588364.000000 Penalty: 5922.053223
	Iteration 34Q: 3 clusters Score -1.858836e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152347 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -18588362.000000 Penalty: 5922.053223
	Iteration 35Q: 3 clusters Score -1.858836e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152339 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -18588366.000000 Penalty: 5922.053223
	Iteration 36Q: 3 clusters Score -1.858837e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152338 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -18588370.000000 Penalty: 5922.053223
	Iteration 37Q: 3 clusters Score -1.858837e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152340 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -18588378.000000 Penalty: 5922.053223
	Iteration 38Q: 3 clusters Score -1.858838e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152339 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -18588378.000000 Penalty: 5922.053223
	Iteration 39Q: 3 clusters Score -1.858838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152337 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -18588390.000000 Penalty: 5922.053223
	Iteration 40F: 3 clusters Score -1.858839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152329 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -18588388.000000 Penalty: 5922.053223
	Iteration 41Q: 3 clusters Score -1.858839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152327 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -18588406.000000 Penalty: 5922.053223
	Iteration 42Q: 3 clusters Score -1.858841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152326 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -18588406.000000 Penalty: 5922.053223
	Iteration 43Q: 3 clusters Score -1.858841e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152322 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -18588420.000000 Penalty: 5922.053223
	Iteration 44Q: 3 clusters Score -1.858842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152320 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -18588428.000000 Penalty: 5922.053223
	Iteration 45Q: 3 clusters Score -1.858843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152318 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -18588434.000000 Penalty: 5922.053223
	Iteration 46Q: 3 clusters Score -1.858843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152316 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -18588426.000000 Penalty: 5922.053223
	Iteration 47Q: 3 clusters Score -1.858843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152318 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -18588420.000000 Penalty: 5922.053223
	Iteration 48Q: 3 clusters Score -1.858842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152317 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -18588412.000000 Penalty: 5922.053223
	Iteration 49Q: 3 clusters Score -1.858841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152315 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -18588424.000000 Penalty: 5922.053223
	Iteration 50Q: 3 clusters Score -1.858842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152311 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -18588432.000000 Penalty: 5922.053223
	Iteration 51Q: 3 clusters Score -1.858843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152310 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -18588436.000000 Penalty: 5922.053223
	Iteration 52Q: 3 clusters Score -1.858844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152303 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -18588434.000000 Penalty: 5922.053223
	Iteration 53Q: 3 clusters Score -1.858843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152297 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -18588450.000000 Penalty: 5922.053223
	Iteration 54Q: 3 clusters Score -1.858845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152295 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -18588452.000000 Penalty: 5922.053223
	Iteration 55Q: 3 clusters Score -1.858845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152295 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -18588452.000000 Penalty: 5922.053223
	Iteration 56Q: 3 clusters Score -1.858845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152293 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -18588454.000000 Penalty: 5922.053223
	Iteration 57Q: 3 clusters Score -1.858845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152291 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -18588450.000000 Penalty: 5922.053223
	Iteration 58Q: 3 clusters Score -1.858845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152287 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -18588450.000000 Penalty: 5922.053223
	Iteration 59Q: 3 clusters Score -1.858845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152281 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -18588450.000000 Penalty: 5922.053223
	Iteration 60F: 3 clusters Score -1.858845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152281 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -18588442.000000 Penalty: 5922.053223
	Iteration 61Q: 3 clusters Score -1.858844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152281 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -18588442.000000 Penalty: 5922.053223
	Iteration 62F: 3 clusters Score -1.858844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -85401.632812 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -85401.63 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 384 members 
Entering Unmasked Estep 
Score: -83715.460938 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -83715.46 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -83945.687500 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -83945.69 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -84041.031250 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -84041.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -84093.750000 Penalty: 3283.556396
	Iteration 3Q: 3 clusters Score -84093.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -84112.476562 Penalty: 3283.556396
	Iteration 4Q: 3 clusters Score -84112.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -84131.703125 Penalty: 3283.556396
	Iteration 5Q: 3 clusters Score -84131.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -84142.101562 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -84142.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -84163.406250 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -84163.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -84187.632812 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -84187.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -84199.835938 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -84199.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -84202.195312 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -84202.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -84206.125000 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -84206.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -84208.835938 Penalty: 3283.556396
	Iteration 12Q: 3 clusters Score -84208.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -84208.835938 Penalty: 3283.556396
	Iteration 13F: 3 clusters Score -84208.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Entering Unmasked Estep 
Score: -929240.937500 Penalty: 2225.799316
	Iteration 0F: 2 clusters Score -929240.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -922917.750000 Penalty: 4451.598633
	Iteration 0F: 3 clusters Score -922917.8 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -924702.375000 Penalty: 4451.598633
	Iteration 1F: 3 clusters Score -924702.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -924950.187500 Penalty: 4451.598633
	Iteration 2F: 3 clusters Score -924950.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -925128.500000 Penalty: 4451.598633
	Iteration 3Q: 3 clusters Score -925128.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -925261.562500 Penalty: 4451.598633
	Iteration 4Q: 3 clusters Score -925261.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -925360.750000 Penalty: 4451.598633
	Iteration 5Q: 3 clusters Score -925360.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -925430.312500 Penalty: 4451.598633
	Iteration 6Q: 3 clusters Score -925430.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -925489.875000 Penalty: 4451.598633
	Iteration 7Q: 3 clusters Score -925489.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -925552.312500 Penalty: 4451.598633
	Iteration 8Q: 3 clusters Score -925552.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -925616.125000 Penalty: 4451.598633
	Iteration 9Q: 3 clusters Score -925616.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -925694.937500 Penalty: 4451.598633
	Iteration 10Q: 3 clusters Score -925694.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -925794.375000 Penalty: 4451.598633
	Iteration 11Q: 3 clusters Score -925794.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -925884.750000 Penalty: 4451.598633
	Iteration 12Q: 3 clusters Score -925884.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -925958.687500 Penalty: 4451.598633
	Iteration 13Q: 3 clusters Score -925958.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -926030.250000 Penalty: 4451.598633
	Iteration 14Q: 3 clusters Score -926030.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -926102.437500 Penalty: 4451.598633
	Iteration 15Q: 3 clusters Score -926102.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -926180.812500 Penalty: 4451.598633
	Iteration 16Q: 3 clusters Score -926180.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -926265.625000 Penalty: 4451.598633
	Iteration 17Q: 3 clusters Score -926265.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -926377.625000 Penalty: 4451.598633
	Iteration 18Q: 3 clusters Score -926377.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -926488.375000 Penalty: 4451.598633
	Iteration 19Q: 3 clusters Score -926488.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -926593.062500 Penalty: 4451.598633
	Iteration 20F: 3 clusters Score -926593.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -926692.062500 Penalty: 4451.598633
	Iteration 21Q: 3 clusters Score -926692.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -926771.000000 Penalty: 4451.598633
	Iteration 22Q: 3 clusters Score -926771 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -926838.875000 Penalty: 4451.598633
	Iteration 23Q: 3 clusters Score -926838.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -926905.125000 Penalty: 4451.598633
	Iteration 24Q: 3 clusters Score -926905.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -926972.312500 Penalty: 4451.598633
	Iteration 25Q: 3 clusters Score -926972.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -927031.000000 Penalty: 4451.598633
	Iteration 26Q: 3 clusters Score -927031 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -927084.000000 Penalty: 4451.598633
	Iteration 27Q: 3 clusters Score -927084 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -927137.125000 Penalty: 4451.598633
	Iteration 28Q: 3 clusters Score -927137.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -927188.500000 Penalty: 4451.598633
	Iteration 29Q: 3 clusters Score -927188.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -927238.625000 Penalty: 4451.598633
	Iteration 30Q: 3 clusters Score -927238.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -927273.437500 Penalty: 4451.598633
	Iteration 31Q: 3 clusters Score -927273.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -927304.125000 Penalty: 4451.598633
	Iteration 32Q: 3 clusters Score -927304.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -927328.687500 Penalty: 4451.598633
	Iteration 33Q: 3 clusters Score -927328.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -927346.437500 Penalty: 4451.598633
	Iteration 34Q: 3 clusters Score -927346.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -927367.812500 Penalty: 4451.598633
	Iteration 35Q: 3 clusters Score -927367.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -927393.125000 Penalty: 4451.598633
	Iteration 36Q: 3 clusters Score -927393.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -927408.437500 Penalty: 4451.598633
	Iteration 37Q: 3 clusters Score -927408.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -927415.812500 Penalty: 4451.598633
	Iteration 38Q: 3 clusters Score -927415.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -927423.187500 Penalty: 4451.598633
	Iteration 39Q: 3 clusters Score -927423.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -927430.062500 Penalty: 4451.598633
	Iteration 40F: 3 clusters Score -927430.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -927436.500000 Penalty: 4451.598633
	Iteration 41Q: 3 clusters Score -927436.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -927443.500000 Penalty: 4451.598633
	Iteration 42Q: 3 clusters Score -927443.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -927446.687500 Penalty: 4451.598633
	Iteration 43Q: 3 clusters Score -927446.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -927447.937500 Penalty: 4451.598633
	Iteration 44Q: 3 clusters Score -927447.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -927450.937500 Penalty: 4451.598633
	Iteration 45Q: 3 clusters Score -927450.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -927454.375000 Penalty: 4451.598633
	Iteration 46Q: 3 clusters Score -927454.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -927459.250000 Penalty: 4451.598633
	Iteration 47Q: 3 clusters Score -927459.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -927463.312500 Penalty: 4451.598633
	Iteration 48Q: 3 clusters Score -927463.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -927468.000000 Penalty: 4451.598633
	Iteration 49Q: 3 clusters Score -927468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -927469.250000 Penalty: 4451.598633
	Iteration 50Q: 3 clusters Score -927469.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -927472.187500 Penalty: 4451.598633
	Iteration 51Q: 3 clusters Score -927472.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -927479.125000 Penalty: 4451.598633
	Iteration 52Q: 3 clusters Score -927479.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -927482.000000 Penalty: 4451.598633
	Iteration 53Q: 3 clusters Score -927482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -927488.375000 Penalty: 4451.598633
	Iteration 54Q: 3 clusters Score -927488.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -927490.875000 Penalty: 4451.598633
	Iteration 55Q: 3 clusters Score -927490.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -927491.687500 Penalty: 4451.598633
	Iteration 56Q: 3 clusters Score -927491.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -927493.687500 Penalty: 4451.598633
	Iteration 57Q: 3 clusters Score -927493.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -927495.187500 Penalty: 4451.598633
	Iteration 58Q: 3 clusters Score -927495.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -927496.937500 Penalty: 4451.598633
	Iteration 59Q: 3 clusters Score -927496.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -927496.937500 Penalty: 4451.598633
	Iteration 60F: 3 clusters Score -927496.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -85739.929688 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -85739.93 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 394 members 
Entering Unmasked Estep 
Score: -83976.453125 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -83976.45 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -84210.437500 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -84210.44 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -84288.046875 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -84288.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -84335.398438 Penalty: 3284.877197
	Iteration 3Q: 3 clusters Score -84335.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -84364.828125 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -84364.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -84377.578125 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -84377.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -84381.375000 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -84381.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -84384.750000 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -84384.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -84384.750000 Penalty: 3284.877197
	Iteration 8F: 3 clusters Score -84384.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Entering Unmasked Estep 
Score: -83066.875000 Penalty: 1637.441772
	Iteration 0F: 2 clusters Score -83066.88 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 376 members 
Entering Unmasked Estep 
Score: -81349.289062 Penalty: 3274.883545
	Iteration 0F: 3 clusters Score -81349.29 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -81592.796875 Penalty: 3274.883545
	Iteration 1F: 3 clusters Score -81592.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -81678.085938 Penalty: 3274.883545
	Iteration 2F: 3 clusters Score -81678.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -81718.992188 Penalty: 3274.883545
	Iteration 3Q: 3 clusters Score -81718.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -81760.421875 Penalty: 3274.883545
	Iteration 4Q: 3 clusters Score -81760.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -81798.546875 Penalty: 3274.883545
	Iteration 5Q: 3 clusters Score -81798.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -81827.523438 Penalty: 3274.883545
	Iteration 6Q: 3 clusters Score -81827.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -81849.992188 Penalty: 3274.883545
	Iteration 7Q: 3 clusters Score -81849.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -81859.164062 Penalty: 3274.883545
	Iteration 8Q: 3 clusters Score -81859.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -81867.859375 Penalty: 3274.883545
	Iteration 9Q: 3 clusters Score -81867.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -81871.281250 Penalty: 3274.883545
	Iteration 10Q: 3 clusters Score -81871.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -81874.359375 Penalty: 3274.883545
	Iteration 11Q: 3 clusters Score -81874.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -81874.359375 Penalty: 3274.883545
	Iteration 12F: 3 clusters Score -81874.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (31592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Entering Unmasked Estep 
Score: -3915032.750000 Penalty: 2569.443604
	Iteration 0F: 2 clusters Score -3915033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3893411.000000 Penalty: 5138.887207
	Iteration 0F: 3 clusters Score -3893411 nChanged 14247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -3901040.750000 Penalty: 5138.887207
	Iteration 1F: 3 clusters Score -3901041 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3901549.750000 Penalty: 5138.887207
	Iteration 2Q: 3 clusters Score -3901550 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -3902048.500000 Penalty: 5138.887207
	Iteration 3Q: 3 clusters Score -3902048 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -3902711.750000 Penalty: 5138.887207
	Iteration 4Q: 3 clusters Score -3902712 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -3903668.750000 Penalty: 5138.887207
	Iteration 5F: 3 clusters Score -3903669 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -3905184.750000 Penalty: 5138.887207
	Iteration 6F: 3 clusters Score -3905185 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -3907207.000000 Penalty: 5138.887207
	Iteration 7F: 3 clusters Score -3907207 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -3909350.750000 Penalty: 5138.887207
	Iteration 8F: 3 clusters Score -3909351 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3910980.000000 Penalty: 5138.887207
	Iteration 9F: 3 clusters Score -3910980 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3911868.500000 Penalty: 5138.887207
	Iteration 10Q: 3 clusters Score -3911868 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3912297.500000 Penalty: 5138.887207
	Iteration 11Q: 3 clusters Score -3912298 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3912480.750000 Penalty: 5138.887207
	Iteration 12Q: 3 clusters Score -3912481 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3912594.250000 Penalty: 5138.887207
	Iteration 13Q: 3 clusters Score -3912594 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3912691.500000 Penalty: 5138.887207
	Iteration 14Q: 3 clusters Score -3912692 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3912758.750000 Penalty: 5138.887207
	Iteration 15Q: 3 clusters Score -3912759 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3912806.250000 Penalty: 5138.887207
	Iteration 16Q: 3 clusters Score -3912806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3912827.500000 Penalty: 5138.887207
	Iteration 17Q: 3 clusters Score -3912828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3912836.250000 Penalty: 5138.887207
	Iteration 18Q: 3 clusters Score -3912836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3912844.250000 Penalty: 5138.887207
	Iteration 19Q: 3 clusters Score -3912844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3912856.250000 Penalty: 5138.887207
	Iteration 20F: 3 clusters Score -3912856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3912862.250000 Penalty: 5138.887207
	Iteration 21Q: 3 clusters Score -3912862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3912871.750000 Penalty: 5138.887207
	Iteration 22Q: 3 clusters Score -3912872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3912869.500000 Penalty: 5138.887207
	Iteration 23Q: 3 clusters Score -3912870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3912873.000000 Penalty: 5138.887207
	Iteration 24Q: 3 clusters Score -3912873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3912873.000000 Penalty: 5138.887207
	Iteration 25F: 3 clusters Score -3912873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103687 members 
Mstep: Class 2 contains 67927 members 
Mstep: Class 3 contains 17137 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12337 members 
Mstep: Class 6 contains 8758 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18965 members 
Mstep: Class 10 contains 37325 members 
Mstep: Class 11 contains 7464 members 
Mstep: Class 12 contains 195402 members 
Mstep: Class 13 contains 10310 members 
Mstep: Class 14 contains 101623 members 
Mstep: Class 15 contains 26588 members 
Mstep: Class 16 contains 33020 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126254 members 
Mstep: Class 19 contains 20496 members 
Mstep: Class 20 contains 10084 members 
Mstep: Class 21 contains 228920 members 
Mstep: Class 22 contains 55435 members 
Mstep: Class 23 contains 18252 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467856.000000 Penalty: 101426.492188
Iteration 279Q: 30 clusters Score -1.584679e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103673 members 
Mstep: Class 2 contains 67928 members 
Mstep: Class 3 contains 17135 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12337 members 
Mstep: Class 6 contains 8758 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18965 members 
Mstep: Class 10 contains 37324 members 
Mstep: Class 11 contains 7465 members 
Mstep: Class 12 contains 195391 members 
Mstep: Class 13 contains 10308 members 
Mstep: Class 14 contains 101623 members 
Mstep: Class 15 contains 26588 members 
Mstep: Class 16 contains 33021 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126256 members 
Mstep: Class 19 contains 20497 members 
Mstep: Class 20 contains 10085 members 
Mstep: Class 21 contains 228925 members 
Mstep: Class 22 contains 55435 members 
Mstep: Class 23 contains 18249 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7904 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467808.000000 Penalty: 101426.492188
Iteration 280F: 30 clusters Score -1.584678e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103659 members 
Mstep: Class 2 contains 67927 members 
Mstep: Class 3 contains 17137 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 12337 members 
Mstep: Class 6 contains 8759 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18965 members 
Mstep: Class 10 contains 37323 members 
Mstep: Class 11 contains 7464 members 
Mstep: Class 12 contains 195379 members 
Mstep: Class 13 contains 10309 members 
Mstep: Class 14 contains 101621 members 
Mstep: Class 15 contains 26588 members 
Mstep: Class 16 contains 33025 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126256 members 
Mstep: Class 19 contains 20497 members 
Mstep: Class 20 contains 10085 members 
Mstep: Class 21 contains 228928 members 
Mstep: Class 22 contains 55435 members 
Mstep: Class 23 contains 18250 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7904 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467872.000000 Penalty: 101426.492188
Iteration 281Q: 30 clusters Score -1.584679e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103657 members 
Mstep: Class 2 contains 67927 members 
Mstep: Class 3 contains 17134 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 12337 members 
Mstep: Class 6 contains 8759 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18966 members 
Mstep: Class 10 contains 37323 members 
Mstep: Class 11 contains 7463 members 
Mstep: Class 12 contains 195370 members 
Mstep: Class 13 contains 10307 members 
Mstep: Class 14 contains 101622 members 
Mstep: Class 15 contains 26588 members 
Mstep: Class 16 contains 33029 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126253 members 
Mstep: Class 19 contains 20496 members 
Mstep: Class 20 contains 10085 members 
Mstep: Class 21 contains 228929 members 
Mstep: Class 22 contains 55434 members 
Mstep: Class 23 contains 18251 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467856.000000 Penalty: 101426.492188
Iteration 282Q: 30 clusters Score -1.584679e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103653 members 
Mstep: Class 2 contains 67926 members 
Mstep: Class 3 contains 17135 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 12337 members 
Mstep: Class 6 contains 8759 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18967 members 
Mstep: Class 10 contains 37323 members 
Mstep: Class 11 contains 7462 members 
Mstep: Class 12 contains 195366 members 
Mstep: Class 13 contains 10303 members 
Mstep: Class 14 contains 101621 members 
Mstep: Class 15 contains 26588 members 
Mstep: Class 16 contains 33035 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126252 members 
Mstep: Class 19 contains 20494 members 
Mstep: Class 20 contains 10085 members 
Mstep: Class 21 contains 228931 members 
Mstep: Class 22 contains 55435 members 
Mstep: Class 23 contains 18250 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467872.000000 Penalty: 101426.492188
Iteration 283Q: 30 clusters Score -1.584679e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103636 members 
Mstep: Class 2 contains 67925 members 
Mstep: Class 3 contains 17135 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 12337 members 
Mstep: Class 6 contains 8761 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18967 members 
Mstep: Class 10 contains 37323 members 
Mstep: Class 11 contains 7461 members 
Mstep: Class 12 contains 195372 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 101619 members 
Mstep: Class 15 contains 26589 members 
Mstep: Class 16 contains 33044 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126254 members 
Mstep: Class 19 contains 20495 members 
Mstep: Class 20 contains 10085 members 
Mstep: Class 21 contains 228933 members 
Mstep: Class 22 contains 55434 members 
Mstep: Class 23 contains 18245 members 
Mstep: Class 24 contains 153217 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467824.000000 Penalty: 101426.492188
Iteration 284Q: 30 clusters Score -1.584678e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103623 members 
Mstep: Class 2 contains 67925 members 
Mstep: Class 3 contains 17139 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 12336 members 
Mstep: Class 6 contains 8761 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18967 members 
Mstep: Class 10 contains 37323 members 
Mstep: Class 11 contains 7459 members 
Mstep: Class 12 contains 195378 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 101620 members 
Mstep: Class 15 contains 26590 members 
Mstep: Class 16 contains 33049 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126255 members 
Mstep: Class 19 contains 20495 members 
Mstep: Class 20 contains 10084 members 
Mstep: Class 21 contains 228936 members 
Mstep: Class 22 contains 55435 members 
Mstep: Class 23 contains 18239 members 
Mstep: Class 24 contains 153214 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 31668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467744.000000 Penalty: 101426.492188
Iteration 285Q: 30 clusters Score -1.584677e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103616 members 
Mstep: Class 2 contains 67925 members 
Mstep: Class 3 contains 17142 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 12335 members 
Mstep: Class 6 contains 8761 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18967 members 
Mstep: Class 10 contains 37323 members 
Mstep: Class 11 contains 7458 members 
Mstep: Class 12 contains 195379 members 
Mstep: Class 13 contains 10298 members 
Mstep: Class 14 contains 101617 members 
Mstep: Class 15 contains 26591 members 
Mstep: Class 16 contains 33056 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126253 members 
Mstep: Class 19 contains 20495 members 
Mstep: Class 20 contains 10086 members 
Mstep: Class 21 contains 228934 members 
Mstep: Class 22 contains 55435 members 
Mstep: Class 23 contains 18231 members 
Mstep: Class 24 contains 153218 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467712.000000 Penalty: 101426.492188
Iteration 286Q: 30 clusters Score -1.584677e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103602 members 
Mstep: Class 2 contains 67925 members 
Mstep: Class 3 contains 17146 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 8761 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18967 members 
Mstep: Class 10 contains 37323 members 
Mstep: Class 11 contains 7458 members 
Mstep: Class 12 contains 195385 members 
Mstep: Class 13 contains 10297 members 
Mstep: Class 14 contains 101619 members 
Mstep: Class 15 contains 26591 members 
Mstep: Class 16 contains 33060 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126251 members 
Mstep: Class 19 contains 20495 members 
Mstep: Class 20 contains 10086 members 
Mstep: Class 21 contains 228935 members 
Mstep: Class 22 contains 55435 members 
Mstep: Class 23 contains 18229 members 
Mstep: Class 24 contains 153217 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467760.000000 Penalty: 101426.492188
Iteration 287Q: 30 clusters Score -1.584678e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103593 members 
Mstep: Class 2 contains 67925 members 
Mstep: Class 3 contains 17151 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 12332 members 
Mstep: Class 6 contains 8761 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18967 members 
Mstep: Class 10 contains 37322 members 
Mstep: Class 11 contains 7456 members 
Mstep: Class 12 contains 195389 members 
Mstep: Class 13 contains 10295 members 
Mstep: Class 14 contains 101620 members 
Mstep: Class 15 contains 26592 members 
Mstep: Class 16 contains 33063 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126249 members 
Mstep: Class 19 contains 20495 members 
Mstep: Class 20 contains 10085 members 
Mstep: Class 21 contains 228936 members 
Mstep: Class 22 contains 55437 members 
Mstep: Class 23 contains 18228 members 
Mstep: Class 24 contains 153216 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467888.000000 Penalty: 101426.492188
Iteration 288Q: 30 clusters Score -1.584679e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103588 members 
Mstep: Class 2 contains 67925 members 
Mstep: Class 3 contains 17152 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 12331 members 
Mstep: Class 6 contains 8761 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18967 members 
Mstep: Class 10 contains 37322 members 
Mstep: Class 11 contains 7457 members 
Mstep: Class 12 contains 195391 members 
Mstep: Class 13 contains 10296 members 
Mstep: Class 14 contains 101620 members 
Mstep: Class 15 contains 26592 members 
Mstep: Class 16 contains 33066 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126249 members 
Mstep: Class 19 contains 20494 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 228936 members 
Mstep: Class 22 contains 55436 members 
Mstep: Class 23 contains 18228 members 
Mstep: Class 24 contains 153216 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467904.000000 Penalty: 101426.492188
Iteration 289Q: 30 clusters Score -1.584679e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103578 members 
Mstep: Class 2 contains 67926 members 
Mstep: Class 3 contains 17154 members 
Mstep: Class 4 contains 30772 members 
Mstep: Class 5 contains 12331 members 
Mstep: Class 6 contains 8761 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18967 members 
Mstep: Class 10 contains 37322 members 
Mstep: Class 11 contains 7457 members 
Mstep: Class 12 contains 195395 members 
Mstep: Class 13 contains 10296 members 
Mstep: Class 14 contains 101621 members 
Mstep: Class 15 contains 26592 members 
Mstep: Class 16 contains 33065 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126250 members 
Mstep: Class 19 contains 20494 members 
Mstep: Class 20 contains 10081 members 
Mstep: Class 21 contains 228937 members 
Mstep: Class 22 contains 55438 members 
Mstep: Class 23 contains 18228 members 
Mstep: Class 24 contains 153216 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467856.000000 Penalty: 101426.492188
Iteration 290Q: 30 clusters Score -1.584679e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103569 members 
Mstep: Class 2 contains 67926 members 
Mstep: Class 3 contains 17157 members 
Mstep: Class 4 contains 30771 members 
Mstep: Class 5 contains 12331 members 
Mstep: Class 6 contains 8761 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18967 members 
Mstep: Class 10 contains 37322 members 
Mstep: Class 11 contains 7457 members 
Mstep: Class 12 contains 195402 members 
Mstep: Class 13 contains 10296 members 
Mstep: Class 14 contains 101621 members 
Mstep: Class 15 contains 26592 members 
Mstep: Class 16 contains 33063 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126250 members 
Mstep: Class 19 contains 20492 members 
Mstep: Class 20 contains 10081 members 
Mstep: Class 21 contains 228936 members 
Mstep: Class 22 contains 55438 members 
Mstep: Class 23 contains 18229 members 
Mstep: Class 24 contains 153218 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467792.000000 Penalty: 101426.492188
Iteration 291Q: 30 clusters Score -1.584678e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103557 members 
Mstep: Class 2 contains 67926 members 
Mstep: Class 3 contains 17161 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 12331 members 
Mstep: Class 6 contains 8761 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18967 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7456 members 
Mstep: Class 12 contains 195408 members 
Mstep: Class 13 contains 10295 members 
Mstep: Class 14 contains 101621 members 
Mstep: Class 15 contains 26594 members 
Mstep: Class 16 contains 33063 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126250 members 
Mstep: Class 19 contains 20491 members 
Mstep: Class 20 contains 10081 members 
Mstep: Class 21 contains 228937 members 
Mstep: Class 22 contains 55439 members 
Mstep: Class 23 contains 18230 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7904 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467872.000000 Penalty: 101426.492188
Iteration 292Q: 30 clusters Score -1.584679e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103548 members 
Mstep: Class 2 contains 67926 members 
Mstep: Class 3 contains 17164 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 12331 members 
Mstep: Class 6 contains 8761 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18967 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7455 members 
Mstep: Class 12 contains 195414 members 
Mstep: Class 13 contains 10294 members 
Mstep: Class 14 contains 101621 members 
Mstep: Class 15 contains 26594 members 
Mstep: Class 16 contains 33063 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126251 members 
Mstep: Class 19 contains 20491 members 
Mstep: Class 20 contains 10081 members 
Mstep: Class 21 contains 228938 members 
Mstep: Class 22 contains 55439 members 
Mstep: Class 23 contains 18230 members 
Mstep: Class 24 contains 153218 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7904 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467856.000000 Penalty: 101426.492188
Iteration 293Q: 30 clusters Score -1.584679e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103539 members 
Mstep: Class 2 contains 67927 members 
Mstep: Class 3 contains 17166 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 12331 members 
Mstep: Class 6 contains 8761 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18967 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7455 members 
Mstep: Class 12 contains 195419 members 
Mstep: Class 13 contains 10293 members 
Mstep: Class 14 contains 101621 members 
Mstep: Class 15 contains 26594 members 
Mstep: Class 16 contains 33063 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126250 members 
Mstep: Class 19 contains 20491 members 
Mstep: Class 20 contains 10081 members 
Mstep: Class 21 contains 228939 members 
Mstep: Class 22 contains 55440 members 
Mstep: Class 23 contains 18230 members 
Mstep: Class 24 contains 153218 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7904 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467840.000000 Penalty: 101426.492188
Iteration 294Q: 30 clusters Score -1.584678e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103535 members 
Mstep: Class 2 contains 67926 members 
Mstep: Class 3 contains 17171 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 12331 members 
Mstep: Class 6 contains 8761 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18967 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7455 members 
Mstep: Class 12 contains 195419 members 
Mstep: Class 13 contains 10293 members 
Mstep: Class 14 contains 101620 members 
Mstep: Class 15 contains 26594 members 
Mstep: Class 16 contains 33065 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126250 members 
Mstep: Class 19 contains 20490 members 
Mstep: Class 20 contains 10081 members 
Mstep: Class 21 contains 228938 members 
Mstep: Class 22 contains 55440 members 
Mstep: Class 23 contains 18230 members 
Mstep: Class 24 contains 153218 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7904 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467840.000000 Penalty: 101426.492188
Iteration 295Q: 30 clusters Score -1.584678e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103535 members 
Mstep: Class 2 contains 67927 members 
Mstep: Class 3 contains 17169 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 12331 members 
Mstep: Class 6 contains 8761 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18968 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7455 members 
Mstep: Class 12 contains 195419 members 
Mstep: Class 13 contains 10293 members 
Mstep: Class 14 contains 101620 members 
Mstep: Class 15 contains 26594 members 
Mstep: Class 16 contains 33066 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126250 members 
Mstep: Class 19 contains 20489 members 
Mstep: Class 20 contains 10081 members 
Mstep: Class 21 contains 228937 members 
Mstep: Class 22 contains 55440 members 
Mstep: Class 23 contains 18230 members 
Mstep: Class 24 contains 153218 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7904 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467872.000000 Penalty: 101426.492188
Iteration 296Q: 30 clusters Score -1.584679e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103534 members 
Mstep: Class 2 contains 67927 members 
Mstep: Class 3 contains 17168 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 12331 members 
Mstep: Class 6 contains 8761 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18968 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7455 members 
Mstep: Class 12 contains 195420 members 
Mstep: Class 13 contains 10293 members 
Mstep: Class 14 contains 101620 members 
Mstep: Class 15 contains 26594 members 
Mstep: Class 16 contains 33066 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126250 members 
Mstep: Class 19 contains 20488 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 228936 members 
Mstep: Class 22 contains 55440 members 
Mstep: Class 23 contains 18230 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7904 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467776.000000 Penalty: 101426.492188
Iteration 297Q: 30 clusters Score -1.584678e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103534 members 
Mstep: Class 2 contains 67928 members 
Mstep: Class 3 contains 17167 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 12331 members 
Mstep: Class 6 contains 8761 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18968 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7455 members 
Mstep: Class 12 contains 195421 members 
Mstep: Class 13 contains 10293 members 
Mstep: Class 14 contains 101620 members 
Mstep: Class 15 contains 26594 members 
Mstep: Class 16 contains 33066 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126249 members 
Mstep: Class 19 contains 20485 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 228936 members 
Mstep: Class 22 contains 55441 members 
Mstep: Class 23 contains 18230 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467744.000000 Penalty: 101426.492188
Iteration 298Q: 30 clusters Score -1.584677e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103530 members 
Mstep: Class 2 contains 67929 members 
Mstep: Class 3 contains 17167 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 12331 members 
Mstep: Class 6 contains 8761 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18969 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7455 members 
Mstep: Class 12 contains 195423 members 
Mstep: Class 13 contains 10293 members 
Mstep: Class 14 contains 101620 members 
Mstep: Class 15 contains 26594 members 
Mstep: Class 16 contains 33066 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126249 members 
Mstep: Class 19 contains 20484 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 228936 members 
Mstep: Class 22 contains 55440 members 
Mstep: Class 23 contains 18228 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7904 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467744.000000 Penalty: 101426.492188
Iteration 299Q: 30 clusters Score -1.584677e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103528 members 
Mstep: Class 2 contains 67930 members 
Mstep: Class 3 contains 17167 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 12331 members 
Mstep: Class 6 contains 8761 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18970 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7455 members 
Mstep: Class 12 contains 195426 members 
Mstep: Class 13 contains 10293 members 
Mstep: Class 14 contains 101620 members 
Mstep: Class 15 contains 26594 members 
Mstep: Class 16 contains 33066 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126248 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 228936 members 
Mstep: Class 22 contains 55440 members 
Mstep: Class 23 contains 18226 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7904 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467776.000000 Penalty: 101426.492188
Iteration 300F: 30 clusters Score -1.584678e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103526 members 
Mstep: Class 2 contains 67930 members 
Mstep: Class 3 contains 17167 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 12331 members 
Mstep: Class 6 contains 8761 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18970 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7455 members 
Mstep: Class 12 contains 195427 members 
Mstep: Class 13 contains 10293 members 
Mstep: Class 14 contains 101620 members 
Mstep: Class 15 contains 26594 members 
Mstep: Class 16 contains 33066 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126248 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 228936 members 
Mstep: Class 22 contains 55440 members 
Mstep: Class 23 contains 18225 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7904 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467808.000000 Penalty: 101426.492188
Iteration 301Q: 30 clusters Score -1.584678e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103525 members 
Mstep: Class 2 contains 67930 members 
Mstep: Class 3 contains 17166 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 12331 members 
Mstep: Class 6 contains 8761 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18970 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7455 members 
Mstep: Class 12 contains 195427 members 
Mstep: Class 13 contains 10293 members 
Mstep: Class 14 contains 101620 members 
Mstep: Class 15 contains 26594 members 
Mstep: Class 16 contains 33066 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126248 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 228936 members 
Mstep: Class 22 contains 55440 members 
Mstep: Class 23 contains 18225 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7904 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467808.000000 Penalty: 101426.492188
Iteration 302Q: 30 clusters Score -1.584678e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103526 members 
Mstep: Class 2 contains 67930 members 
Mstep: Class 3 contains 17165 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 12331 members 
Mstep: Class 6 contains 8762 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18970 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7454 members 
Mstep: Class 12 contains 195425 members 
Mstep: Class 13 contains 10293 members 
Mstep: Class 14 contains 101620 members 
Mstep: Class 15 contains 26594 members 
Mstep: Class 16 contains 33066 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126248 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 228936 members 
Mstep: Class 22 contains 55441 members 
Mstep: Class 23 contains 18225 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7904 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467712.000000 Penalty: 101426.492188
Iteration 303Q: 30 clusters Score -1.584677e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103522 members 
Mstep: Class 2 contains 67930 members 
Mstep: Class 3 contains 17167 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 12331 members 
Mstep: Class 6 contains 8763 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18970 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7453 members 
Mstep: Class 12 contains 195425 members 
Mstep: Class 13 contains 10293 members 
Mstep: Class 14 contains 101620 members 
Mstep: Class 15 contains 26594 members 
Mstep: Class 16 contains 33066 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126248 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 228936 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18225 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467808.000000 Penalty: 101426.492188
Iteration 304Q: 30 clusters Score -1.584678e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103521 members 
Mstep: Class 2 contains 67930 members 
Mstep: Class 3 contains 17165 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 12331 members 
Mstep: Class 6 contains 8763 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18970 members 
Mstep: Class 10 contains 37321 members 
Mstep: Class 11 contains 7454 members 
Mstep: Class 12 contains 195424 members 
Mstep: Class 13 contains 10293 members 
Mstep: Class 14 contains 101620 members 
Mstep: Class 15 contains 26594 members 
Mstep: Class 16 contains 33066 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126248 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 228938 members 
Mstep: Class 22 contains 55441 members 
Mstep: Class 23 contains 18225 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467888.000000 Penalty: 101426.492188
Iteration 305Q: 30 clusters Score -1.584679e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103520 members 
Mstep: Class 2 contains 67930 members 
Mstep: Class 3 contains 17164 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 12331 members 
Mstep: Class 6 contains 8763 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18970 members 
Mstep: Class 10 contains 37322 members 
Mstep: Class 11 contains 7454 members 
Mstep: Class 12 contains 195423 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 101620 members 
Mstep: Class 15 contains 26594 members 
Mstep: Class 16 contains 33066 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126247 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 228942 members 
Mstep: Class 22 contains 55441 members 
Mstep: Class 23 contains 18225 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467856.000000 Penalty: 101426.492188
Iteration 306Q: 30 clusters Score -1.584679e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103519 members 
Mstep: Class 2 contains 67930 members 
Mstep: Class 3 contains 17163 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 12331 members 
Mstep: Class 6 contains 8763 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18970 members 
Mstep: Class 10 contains 37323 members 
Mstep: Class 11 contains 7454 members 
Mstep: Class 12 contains 195424 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 101620 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33066 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126247 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 228941 members 
Mstep: Class 22 contains 55441 members 
Mstep: Class 23 contains 18225 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467856.000000 Penalty: 101426.492188
Iteration 307Q: 30 clusters Score -1.584679e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103517 members 
Mstep: Class 2 contains 67931 members 
Mstep: Class 3 contains 17164 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 12331 members 
Mstep: Class 6 contains 8763 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18970 members 
Mstep: Class 10 contains 37323 members 
Mstep: Class 11 contains 7454 members 
Mstep: Class 12 contains 195425 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 101620 members 
Mstep: Class 15 contains 26596 members 
Mstep: Class 16 contains 33066 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126247 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 228939 members 
Mstep: Class 22 contains 55441 members 
Mstep: Class 23 contains 18225 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467856.000000 Penalty: 101426.492188
Iteration 308Q: 30 clusters Score -1.584679e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103518 members 
Mstep: Class 2 contains 67931 members 
Mstep: Class 3 contains 17164 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 12331 members 
Mstep: Class 6 contains 8763 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18970 members 
Mstep: Class 10 contains 37323 members 
Mstep: Class 11 contains 7455 members 
Mstep: Class 12 contains 195421 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 101620 members 
Mstep: Class 15 contains 26596 members 
Mstep: Class 16 contains 33066 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126247 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 228940 members 
Mstep: Class 22 contains 55441 members 
Mstep: Class 23 contains 18226 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467824.000000 Penalty: 101426.492188
Iteration 309Q: 30 clusters Score -1.584678e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103522 members 
Mstep: Class 2 contains 67932 members 
Mstep: Class 3 contains 17164 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 12331 members 
Mstep: Class 6 contains 8763 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18970 members 
Mstep: Class 10 contains 37323 members 
Mstep: Class 11 contains 7455 members 
Mstep: Class 12 contains 195417 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 101620 members 
Mstep: Class 15 contains 26596 members 
Mstep: Class 16 contains 33066 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126247 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 228939 members 
Mstep: Class 22 contains 55441 members 
Mstep: Class 23 contains 18226 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467872.000000 Penalty: 101426.492188
Iteration 310Q: 30 clusters Score -1.584679e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103524 members 
Mstep: Class 2 contains 67932 members 
Mstep: Class 3 contains 17164 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 12330 members 
Mstep: Class 6 contains 8763 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18970 members 
Mstep: Class 10 contains 37323 members 
Mstep: Class 11 contains 7455 members 
Mstep: Class 12 contains 195414 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 101620 members 
Mstep: Class 15 contains 26596 members 
Mstep: Class 16 contains 33066 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126248 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 228940 members 
Mstep: Class 22 contains 55441 members 
Mstep: Class 23 contains 18226 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467872.000000 Penalty: 101426.492188
Iteration 311Q: 30 clusters Score -1.584679e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103524 members 
Mstep: Class 2 contains 67932 members 
Mstep: Class 3 contains 17162 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 12329 members 
Mstep: Class 6 contains 8763 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18970 members 
Mstep: Class 10 contains 37324 members 
Mstep: Class 11 contains 7455 members 
Mstep: Class 12 contains 195416 members 
Mstep: Class 13 contains 10293 members 
Mstep: Class 14 contains 101620 members 
Mstep: Class 15 contains 26596 members 
Mstep: Class 16 contains 33066 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126247 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10081 members 
Mstep: Class 21 contains 228940 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18226 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467840.000000 Penalty: 101426.492188
Iteration 312Q: 30 clusters Score -1.584678e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103527 members 
Mstep: Class 2 contains 67932 members 
Mstep: Class 3 contains 17159 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 8763 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18971 members 
Mstep: Class 10 contains 37323 members 
Mstep: Class 11 contains 7455 members 
Mstep: Class 12 contains 195414 members 
Mstep: Class 13 contains 10293 members 
Mstep: Class 14 contains 101620 members 
Mstep: Class 15 contains 26596 members 
Mstep: Class 16 contains 33068 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126247 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10081 members 
Mstep: Class 21 contains 228941 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18226 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467872.000000 Penalty: 101426.492188
Iteration 313Q: 30 clusters Score -1.584679e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103527 members 
Mstep: Class 2 contains 67932 members 
Mstep: Class 3 contains 17157 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 8763 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18972 members 
Mstep: Class 10 contains 37323 members 
Mstep: Class 11 contains 7456 members 
Mstep: Class 12 contains 195415 members 
Mstep: Class 13 contains 10294 members 
Mstep: Class 14 contains 101619 members 
Mstep: Class 15 contains 26596 members 
Mstep: Class 16 contains 33071 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126246 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10081 members 
Mstep: Class 21 contains 228940 members 
Mstep: Class 22 contains 55441 members 
Mstep: Class 23 contains 18225 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467936.000000 Penalty: 101426.492188
Iteration 314Q: 30 clusters Score -1.584679e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103526 members 
Mstep: Class 2 contains 67932 members 
Mstep: Class 3 contains 17156 members 
Mstep: Class 4 contains 30767 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 8762 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18972 members 
Mstep: Class 10 contains 37323 members 
Mstep: Class 11 contains 7456 members 
Mstep: Class 12 contains 195416 members 
Mstep: Class 13 contains 10295 members 
Mstep: Class 14 contains 101619 members 
Mstep: Class 15 contains 26596 members 
Mstep: Class 16 contains 33077 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126245 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10081 members 
Mstep: Class 21 contains 228940 members 
Mstep: Class 22 contains 55441 members 
Mstep: Class 23 contains 18224 members 
Mstep: Class 24 contains 153218 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467872.000000 Penalty: 101426.492188
Iteration 315Q: 30 clusters Score -1.584679e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103527 members 
Mstep: Class 2 contains 67932 members 
Mstep: Class 3 contains 17151 members 
Mstep: Class 4 contains 30767 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 8761 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18972 members 
Mstep: Class 10 contains 37323 members 
Mstep: Class 11 contains 7456 members 
Mstep: Class 12 contains 195418 members 
Mstep: Class 13 contains 10294 members 
Mstep: Class 14 contains 101619 members 
Mstep: Class 15 contains 26596 members 
Mstep: Class 16 contains 33085 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126241 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10081 members 
Mstep: Class 21 contains 228940 members 
Mstep: Class 22 contains 55441 members 
Mstep: Class 23 contains 18223 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467904.000000 Penalty: 101426.492188
Iteration 316Q: 30 clusters Score -1.584679e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103527 members 
Mstep: Class 2 contains 67932 members 
Mstep: Class 3 contains 17147 members 
Mstep: Class 4 contains 30767 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 8761 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18972 members 
Mstep: Class 10 contains 37322 members 
Mstep: Class 11 contains 7456 members 
Mstep: Class 12 contains 195418 members 
Mstep: Class 13 contains 10296 members 
Mstep: Class 14 contains 101618 members 
Mstep: Class 15 contains 26596 members 
Mstep: Class 16 contains 33095 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126236 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10081 members 
Mstep: Class 21 contains 228939 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18222 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467936.000000 Penalty: 101426.492188
Iteration 317Q: 30 clusters Score -1.584679e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103530 members 
Mstep: Class 2 contains 67932 members 
Mstep: Class 3 contains 17147 members 
Mstep: Class 4 contains 30767 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 8763 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18972 members 
Mstep: Class 10 contains 37321 members 
Mstep: Class 11 contains 7456 members 
Mstep: Class 12 contains 195414 members 
Mstep: Class 13 contains 10293 members 
Mstep: Class 14 contains 101616 members 
Mstep: Class 15 contains 26596 members 
Mstep: Class 16 contains 33110 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126230 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10081 members 
Mstep: Class 21 contains 228937 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18221 members 
Mstep: Class 24 contains 153217 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468032.000000 Penalty: 101426.492188
Iteration 318Q: 30 clusters Score -1.58468e+08 nChanged 24
Entering ConstructFrom: 
Score: -158468032.000000 Penalty: 101426.492188
Entering ConstructFrom: 
Trying to split cluster 1 (103529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103529 members 
Entering Unmasked Estep 
Score: -12597404.000000 Penalty: 2863.806641
	Iteration 0F: 2 clusters Score -1.25974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51390 members 
Mstep: Class 2 contains 52139 members 
Entering Unmasked Estep 
Score: -12528039.000000 Penalty: 5727.613281
	Iteration 0F: 3 clusters Score -1.252804e+07 nChanged 48995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 56306 members 
Entering Unmasked Estep 
Score: -12556874.000000 Penalty: 5727.613281
	Iteration 1F: 3 clusters Score -1.255687e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 59121 members 
Entering Unmasked Estep 
Score: -12558470.000000 Penalty: 5727.613281
	Iteration 2Q: 3 clusters Score -1.255847e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -12560847.000000 Penalty: 5727.613281
	Iteration 3F: 3 clusters Score -1.256085e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 69431 members 
Entering Unmasked Estep 
Score: -12564978.000000 Penalty: 5727.613281
	Iteration 4F: 3 clusters Score -1.256498e+07 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 77311 members 
Entering Unmasked Estep 
Score: -12571328.000000 Penalty: 5727.613281
	Iteration 5F: 3 clusters Score -1.257133e+07 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 85798 members 
Entering Unmasked Estep 
Score: -12579091.000000 Penalty: 5727.613281
	Iteration 6F: 3 clusters Score -1.257909e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 93001 members 
Entering Unmasked Estep 
Score: -12585998.000000 Penalty: 5727.613281
	Iteration 7F: 3 clusters Score -1.2586e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 97730 members 
Entering Unmasked Estep 
Score: -12590806.000000 Penalty: 5727.613281
	Iteration 8Q: 3 clusters Score -1.259081e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 99992 members 
Entering Unmasked Estep 
Score: -12593322.000000 Penalty: 5727.613281
	Iteration 9Q: 3 clusters Score -1.259332e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 100800 members 
Entering Unmasked Estep 
Score: -12594417.000000 Penalty: 5727.613281
	Iteration 10Q: 3 clusters Score -1.259442e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 101132 members 
Entering Unmasked Estep 
Score: -12594850.000000 Penalty: 5727.613281
	Iteration 11Q: 3 clusters Score -1.259485e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 101314 members 
Entering Unmasked Estep 
Score: -12595088.000000 Penalty: 5727.613281
	Iteration 12Q: 3 clusters Score -1.259509e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 101434 members 
Entering Unmasked Estep 
Score: -12595238.000000 Penalty: 5727.613281
	Iteration 13Q: 3 clusters Score -1.259524e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 101514 members 
Entering Unmasked Estep 
Score: -12595305.000000 Penalty: 5727.613281
	Iteration 14Q: 3 clusters Score -1.25953e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 101583 members 
Entering Unmasked Estep 
Score: -12595347.000000 Penalty: 5727.613281
	Iteration 15Q: 3 clusters Score -1.259535e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 101621 members 
Entering Unmasked Estep 
Score: -12595387.000000 Penalty: 5727.613281
	Iteration 16Q: 3 clusters Score -1.259539e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 101656 members 
Entering Unmasked Estep 
Score: -12595418.000000 Penalty: 5727.613281
	Iteration 17Q: 3 clusters Score -1.259542e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 101673 members 
Entering Unmasked Estep 
Score: -12595438.000000 Penalty: 5727.613281
	Iteration 18Q: 3 clusters Score -1.259544e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 101698 members 
Entering Unmasked Estep 
Score: -12595452.000000 Penalty: 5727.613281
	Iteration 19Q: 3 clusters Score -1.259545e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 101713 members 
Entering Unmasked Estep 
Score: -12595463.000000 Penalty: 5727.613281
	Iteration 20F: 3 clusters Score -1.259546e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 101726 members 
Entering Unmasked Estep 
Score: -12595466.000000 Penalty: 5727.613281
	Iteration 21Q: 3 clusters Score -1.259547e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 101736 members 
Entering Unmasked Estep 
Score: -12595474.000000 Penalty: 5727.613281
	Iteration 22Q: 3 clusters Score -1.259547e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 101742 members 
Entering Unmasked Estep 
Score: -12595495.000000 Penalty: 5727.613281
	Iteration 23Q: 3 clusters Score -1.25955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 101759 members 
Entering Unmasked Estep 
Score: -12595486.000000 Penalty: 5727.613281
	Iteration 24Q: 3 clusters Score -1.259549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 101769 members 
Entering Unmasked Estep 
Score: -12595500.000000 Penalty: 5727.613281
	Iteration 25Q: 3 clusters Score -1.25955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 101767 members 
Entering Unmasked Estep 
Score: -12595495.000000 Penalty: 5727.613281
	Iteration 26Q: 3 clusters Score -1.25955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 101769 members 
Entering Unmasked Estep 
Score: -12595493.000000 Penalty: 5727.613281
	Iteration 27Q: 3 clusters Score -1.259549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 101772 members 
Entering Unmasked Estep 
Score: -12595494.000000 Penalty: 5727.613281
	Iteration 28Q: 3 clusters Score -1.259549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 101772 members 
Entering Unmasked Estep 
Score: -12595496.000000 Penalty: 5727.613281
	Iteration 29Q: 3 clusters Score -1.25955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 101773 members 
Entering Unmasked Estep 
Score: -12595485.000000 Penalty: 5727.613281
	Iteration 30Q: 3 clusters Score -1.259548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 101775 members 
Entering Unmasked Estep 
Score: -12595476.000000 Penalty: 5727.613281
	Iteration 31Q: 3 clusters Score -1.259548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 101775 members 
Entering Unmasked Estep 
Score: -12595484.000000 Penalty: 5727.613281
	Iteration 32Q: 3 clusters Score -1.259548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 101782 members 
Entering Unmasked Estep 
Score: -12595499.000000 Penalty: 5727.613281
	Iteration 33Q: 3 clusters Score -1.25955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 101789 members 
Entering Unmasked Estep 
Score: -12595501.000000 Penalty: 5727.613281
	Iteration 34Q: 3 clusters Score -1.25955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 101790 members 
Entering Unmasked Estep 
Score: -12595499.000000 Penalty: 5727.613281
	Iteration 35Q: 3 clusters Score -1.25955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 101789 members 
Entering Unmasked Estep 
Score: -12595494.000000 Penalty: 5727.613281
	Iteration 36Q: 3 clusters Score -1.259549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 101788 members 
Entering Unmasked Estep 
Score: -12595496.000000 Penalty: 5727.613281
	Iteration 37Q: 3 clusters Score -1.25955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 101788 members 
Entering Unmasked Estep 
Score: -12595496.000000 Penalty: 5727.613281
	Iteration 38F: 3 clusters Score -1.25955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (67932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67932 members 
Entering Unmasked Estep 
Score: -8326802.000000 Penalty: 2759.313232
	Iteration 0F: 2 clusters Score -8326802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -8281317.500000 Penalty: 5518.626465
	Iteration 0F: 3 clusters Score -8281318 nChanged 31714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -8299903.000000 Penalty: 5518.626465
	Iteration 1F: 3 clusters Score -8299903 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -8301834.000000 Penalty: 5518.626465
	Iteration 2F: 3 clusters Score -8301834 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -8304619.000000 Penalty: 5518.626465
	Iteration 3F: 3 clusters Score -8304619 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -8308377.000000 Penalty: 5518.626465
	Iteration 4F: 3 clusters Score -8308377 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51008 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -8312156.000000 Penalty: 5518.626465
	Iteration 5F: 3 clusters Score -8312156 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -8315422.000000 Penalty: 5518.626465
	Iteration 6F: 3 clusters Score -8315422 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -8318044.000000 Penalty: 5518.626465
	Iteration 7F: 3 clusters Score -8318044 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60659 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -8319993.000000 Penalty: 5518.626465
	Iteration 8Q: 3 clusters Score -8319993 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -8321464.500000 Penalty: 5518.626465
	Iteration 9Q: 3 clusters Score -8321464 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -8322519.000000 Penalty: 5518.626465
	Iteration 10Q: 3 clusters Score -8322519 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64942 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -8323135.000000 Penalty: 5518.626465
	Iteration 11Q: 3 clusters Score -8323135 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65576 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -8323581.500000 Penalty: 5518.626465
	Iteration 12Q: 3 clusters Score -8323582 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65986 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -8323834.500000 Penalty: 5518.626465
	Iteration 13Q: 3 clusters Score -8323834 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66267 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -8324037.500000 Penalty: 5518.626465
	Iteration 14Q: 3 clusters Score -8324038 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66458 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -8324172.000000 Penalty: 5518.626465
	Iteration 15Q: 3 clusters Score -8324172 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66597 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8324245.000000 Penalty: 5518.626465
	Iteration 16Q: 3 clusters Score -8324245 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66689 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8324310.500000 Penalty: 5518.626465
	Iteration 17Q: 3 clusters Score -8324310 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66759 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8324342.500000 Penalty: 5518.626465
	Iteration 18Q: 3 clusters Score -8324342 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66804 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8324364.000000 Penalty: 5518.626465
	Iteration 19Q: 3 clusters Score -8324364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66832 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -8324369.500000 Penalty: 5518.626465
	Iteration 20F: 3 clusters Score -8324370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66860 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8324381.000000 Penalty: 5518.626465
	Iteration 21Q: 3 clusters Score -8324381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66882 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8324393.000000 Penalty: 5518.626465
	Iteration 22Q: 3 clusters Score -8324393 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66908 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8324402.500000 Penalty: 5518.626465
	Iteration 23Q: 3 clusters Score -8324402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66926 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8324402.000000 Penalty: 5518.626465
	Iteration 24Q: 3 clusters Score -8324402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66947 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8324428.500000 Penalty: 5518.626465
	Iteration 25Q: 3 clusters Score -8324428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66955 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8324429.500000 Penalty: 5518.626465
	Iteration 26Q: 3 clusters Score -8324430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66962 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8324441.000000 Penalty: 5518.626465
	Iteration 27Q: 3 clusters Score -8324441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66970 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8324433.500000 Penalty: 5518.626465
	Iteration 28Q: 3 clusters Score -8324434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66972 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8324429.000000 Penalty: 5518.626465
	Iteration 29Q: 3 clusters Score -8324429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66976 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -8324436.500000 Penalty: 5518.626465
	Iteration 30Q: 3 clusters Score -8324436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66980 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8324444.000000 Penalty: 5518.626465
	Iteration 31Q: 3 clusters Score -8324444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66983 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8324452.500000 Penalty: 5518.626465
	Iteration 32Q: 3 clusters Score -8324452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66986 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8324457.000000 Penalty: 5518.626465
	Iteration 33Q: 3 clusters Score -8324457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66989 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8324466.500000 Penalty: 5518.626465
	Iteration 34Q: 3 clusters Score -8324466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66992 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8324460.500000 Penalty: 5518.626465
	Iteration 35Q: 3 clusters Score -8324460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66998 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8324466.000000 Penalty: 5518.626465
	Iteration 36Q: 3 clusters Score -8324466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67002 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8324469.500000 Penalty: 5518.626465
	Iteration 37Q: 3 clusters Score -8324470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67003 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8324468.000000 Penalty: 5518.626465
	Iteration 38Q: 3 clusters Score -8324468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8324470.000000 Penalty: 5518.626465
	Iteration 39Q: 3 clusters Score -8324470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67006 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8324476.500000 Penalty: 5518.626465
	Iteration 40F: 3 clusters Score -8324476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Entering Unmasked Estep 
Score: -1964516.625000 Penalty: 2417.895508
	Iteration 0F: 2 clusters Score -1964517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1952243.250000 Penalty: 4835.791016
	Iteration 0F: 3 clusters Score -1952243 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1956530.875000 Penalty: 4835.791016
	Iteration 1F: 3 clusters Score -1956531 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1957039.750000 Penalty: 4835.791016
	Iteration 2F: 3 clusters Score -1957040 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1957529.375000 Penalty: 4835.791016
	Iteration 3F: 3 clusters Score -1957529 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1958007.875000 Penalty: 4835.791016
	Iteration 4F: 3 clusters Score -1958008 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1958463.125000 Penalty: 4835.791016
	Iteration 5Q: 3 clusters Score -1958463 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1958898.625000 Penalty: 4835.791016
	Iteration 6Q: 3 clusters Score -1958899 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1959326.750000 Penalty: 4835.791016
	Iteration 7Q: 3 clusters Score -1959327 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1959829.125000 Penalty: 4835.791016
	Iteration 8Q: 3 clusters Score -1959829 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1960383.375000 Penalty: 4835.791016
	Iteration 9Q: 3 clusters Score -1960383 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1960886.750000 Penalty: 4835.791016
	Iteration 10Q: 3 clusters Score -1960887 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1961245.375000 Penalty: 4835.791016
	Iteration 11Q: 3 clusters Score -1961245 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1961519.625000 Penalty: 4835.791016
	Iteration 12Q: 3 clusters Score -1961520 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1961740.125000 Penalty: 4835.791016
	Iteration 13Q: 3 clusters Score -1961740 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1961950.625000 Penalty: 4835.791016
	Iteration 14Q: 3 clusters Score -1961951 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1962118.750000 Penalty: 4835.791016
	Iteration 15Q: 3 clusters Score -1962119 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1962227.250000 Penalty: 4835.791016
	Iteration 16Q: 3 clusters Score -1962227 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1962332.750000 Penalty: 4835.791016
	Iteration 17Q: 3 clusters Score -1962333 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1962413.750000 Penalty: 4835.791016
	Iteration 18Q: 3 clusters Score -1962414 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1962483.250000 Penalty: 4835.791016
	Iteration 19Q: 3 clusters Score -1962483 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1962538.625000 Penalty: 4835.791016
	Iteration 20F: 3 clusters Score -1962539 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1962588.125000 Penalty: 4835.791016
	Iteration 21Q: 3 clusters Score -1962588 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1962623.125000 Penalty: 4835.791016
	Iteration 22Q: 3 clusters Score -1962623 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1962659.750000 Penalty: 4835.791016
	Iteration 23Q: 3 clusters Score -1962660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1962686.875000 Penalty: 4835.791016
	Iteration 24Q: 3 clusters Score -1962687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1962700.000000 Penalty: 4835.791016
	Iteration 25Q: 3 clusters Score -1962700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1962710.500000 Penalty: 4835.791016
	Iteration 26Q: 3 clusters Score -1962710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1962724.875000 Penalty: 4835.791016
	Iteration 27Q: 3 clusters Score -1962725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1962732.875000 Penalty: 4835.791016
	Iteration 28Q: 3 clusters Score -1962733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1962737.125000 Penalty: 4835.791016
	Iteration 29Q: 3 clusters Score -1962737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1962745.375000 Penalty: 4835.791016
	Iteration 30Q: 3 clusters Score -1962745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1962754.500000 Penalty: 4835.791016
	Iteration 31Q: 3 clusters Score -1962754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1962769.500000 Penalty: 4835.791016
	Iteration 32Q: 3 clusters Score -1962770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1962774.625000 Penalty: 4835.791016
	Iteration 33Q: 3 clusters Score -1962775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1962781.250000 Penalty: 4835.791016
	Iteration 34Q: 3 clusters Score -1962781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1962789.875000 Penalty: 4835.791016
	Iteration 35Q: 3 clusters Score -1962790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1962798.000000 Penalty: 4835.791016
	Iteration 36Q: 3 clusters Score -1962798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1962799.125000 Penalty: 4835.791016
	Iteration 37Q: 3 clusters Score -1962799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1962807.750000 Penalty: 4835.791016
	Iteration 38Q: 3 clusters Score -1962808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1962815.500000 Penalty: 4835.791016
	Iteration 39Q: 3 clusters Score -1962816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1962827.375000 Penalty: 4835.791016
	Iteration 40F: 3 clusters Score -1962827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1962834.125000 Penalty: 4835.791016
	Iteration 41Q: 3 clusters Score -1962834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1962837.750000 Penalty: 4835.791016
	Iteration 42Q: 3 clusters Score -1962838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1962844.250000 Penalty: 4835.791016
	Iteration 43Q: 3 clusters Score -1962844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1962850.500000 Penalty: 4835.791016
	Iteration 44Q: 3 clusters Score -1962850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1962858.375000 Penalty: 4835.791016
	Iteration 45Q: 3 clusters Score -1962858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1962862.250000 Penalty: 4835.791016
	Iteration 46Q: 3 clusters Score -1962862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1962858.375000 Penalty: 4835.791016
	Iteration 47Q: 3 clusters Score -1962858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1962858.375000 Penalty: 4835.791016
	Iteration 48F: 3 clusters Score -1962858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Entering Unmasked Estep 
Score: -3751519.500000 Penalty: 2562.881104
	Iteration 0F: 2 clusters Score -3751520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -3730352.000000 Penalty: 5125.762207
	Iteration 0F: 3 clusters Score -3730352 nChanged 13973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -3738041.750000 Penalty: 5125.762207
	Iteration 1F: 3 clusters Score -3738042 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -3738635.250000 Penalty: 5125.762207
	Iteration 2F: 3 clusters Score -3738635 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -3739220.250000 Penalty: 5125.762207
	Iteration 3Q: 3 clusters Score -3739220 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -3739876.250000 Penalty: 5125.762207
	Iteration 4Q: 3 clusters Score -3739876 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -3740691.500000 Penalty: 5125.762207
	Iteration 5F: 3 clusters Score -3740692 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -3741830.500000 Penalty: 5125.762207
	Iteration 6F: 3 clusters Score -3741830 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -3743471.250000 Penalty: 5125.762207
	Iteration 7F: 3 clusters Score -3743471 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3745330.750000 Penalty: 5125.762207
	Iteration 8F: 3 clusters Score -3745331 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -3746929.750000 Penalty: 5125.762207
	Iteration 9F: 3 clusters Score -3746930 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -3748006.000000 Penalty: 5125.762207
	Iteration 10Q: 3 clusters Score -3748006 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -3748706.750000 Penalty: 5125.762207
	Iteration 11Q: 3 clusters Score -3748707 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -3749100.250000 Penalty: 5125.762207
	Iteration 12Q: 3 clusters Score -3749100 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -3749336.500000 Penalty: 5125.762207
	Iteration 13Q: 3 clusters Score -3749336 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -3749506.750000 Penalty: 5125.762207
	Iteration 14Q: 3 clusters Score -3749507 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -3749612.250000 Penalty: 5125.762207
	Iteration 15Q: 3 clusters Score -3749612 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -3749667.750000 Penalty: 5125.762207
	Iteration 16Q: 3 clusters Score -3749668 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -3749725.000000 Penalty: 5125.762207
	Iteration 17Q: 3 clusters Score -3749725 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -3749769.500000 Penalty: 5125.762207
	Iteration 18Q: 3 clusters Score -3749770 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -3749790.250000 Penalty: 5125.762207
	Iteration 19Q: 3 clusters Score -3749790 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -3749802.000000 Penalty: 5125.762207
	Iteration 20F: 3 clusters Score -3749802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -3749807.000000 Penalty: 5125.762207
	Iteration 21Q: 3 clusters Score -3749807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -3749826.750000 Penalty: 5125.762207
	Iteration 22Q: 3 clusters Score -3749827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -3749834.250000 Penalty: 5125.762207
	Iteration 23Q: 3 clusters Score -3749834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -3749833.250000 Penalty: 5125.762207
	Iteration 24Q: 3 clusters Score -3749833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -3749837.000000 Penalty: 5125.762207
	Iteration 25Q: 3 clusters Score -3749837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -3749839.000000 Penalty: 5125.762207
	Iteration 26Q: 3 clusters Score -3749839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -3749848.000000 Penalty: 5125.762207
	Iteration 27Q: 3 clusters Score -3749848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -3749843.500000 Penalty: 5125.762207
	Iteration 28Q: 3 clusters Score -3749844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -3749841.750000 Penalty: 5125.762207
	Iteration 29Q: 3 clusters Score -3749842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -3749847.000000 Penalty: 5125.762207
	Iteration 30Q: 3 clusters Score -3749847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -3749847.500000 Penalty: 5125.762207
	Iteration 31Q: 3 clusters Score -3749848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -3749848.750000 Penalty: 5125.762207
	Iteration 32Q: 3 clusters Score -3749849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -3749852.750000 Penalty: 5125.762207
	Iteration 33Q: 3 clusters Score -3749853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -3749854.500000 Penalty: 5125.762207
	Iteration 34Q: 3 clusters Score -3749854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -3749854.750000 Penalty: 5125.762207
	Iteration 35Q: 3 clusters Score -3749855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -3749854.750000 Penalty: 5125.762207
	Iteration 36F: 3 clusters Score -3749855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -1523636.375000 Penalty: 2336.067871
	Iteration 0F: 2 clusters Score -1523636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1514477.500000 Penalty: 4672.135742
	Iteration 0F: 3 clusters Score -1514478 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1517257.375000 Penalty: 4672.135742
	Iteration 1F: 3 clusters Score -1517257 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1517658.625000 Penalty: 4672.135742
	Iteration 2F: 3 clusters Score -1517659 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1518004.250000 Penalty: 4672.135742
	Iteration 3F: 3 clusters Score -1518004 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1518345.000000 Penalty: 4672.135742
	Iteration 4F: 3 clusters Score -1518345 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1518694.500000 Penalty: 4672.135742
	Iteration 5F: 3 clusters Score -1518694 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1519075.250000 Penalty: 4672.135742
	Iteration 6Q: 3 clusters Score -1519075 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1519497.125000 Penalty: 4672.135742
	Iteration 7Q: 3 clusters Score -1519497 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1519910.875000 Penalty: 4672.135742
	Iteration 8Q: 3 clusters Score -1519911 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1520252.250000 Penalty: 4672.135742
	Iteration 9Q: 3 clusters Score -1520252 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1520526.500000 Penalty: 4672.135742
	Iteration 10Q: 3 clusters Score -1520526 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1520737.625000 Penalty: 4672.135742
	Iteration 11Q: 3 clusters Score -1520738 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1520917.500000 Penalty: 4672.135742
	Iteration 12Q: 3 clusters Score -1520918 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1521073.750000 Penalty: 4672.135742
	Iteration 13Q: 3 clusters Score -1521074 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1521183.625000 Penalty: 4672.135742
	Iteration 14Q: 3 clusters Score -1521184 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1521255.000000 Penalty: 4672.135742
	Iteration 15Q: 3 clusters Score -1521255 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1521310.375000 Penalty: 4672.135742
	Iteration 16Q: 3 clusters Score -1521310 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1521344.875000 Penalty: 4672.135742
	Iteration 17Q: 3 clusters Score -1521345 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1521374.125000 Penalty: 4672.135742
	Iteration 18Q: 3 clusters Score -1521374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1521398.500000 Penalty: 4672.135742
	Iteration 19Q: 3 clusters Score -1521398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1521419.750000 Penalty: 4672.135742
	Iteration 20F: 3 clusters Score -1521420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1521441.500000 Penalty: 4672.135742
	Iteration 21Q: 3 clusters Score -1521442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1521463.125000 Penalty: 4672.135742
	Iteration 22Q: 3 clusters Score -1521463 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1521484.500000 Penalty: 4672.135742
	Iteration 23Q: 3 clusters Score -1521484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1521496.875000 Penalty: 4672.135742
	Iteration 24Q: 3 clusters Score -1521497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1521507.500000 Penalty: 4672.135742
	Iteration 25Q: 3 clusters Score -1521508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1521511.750000 Penalty: 4672.135742
	Iteration 26Q: 3 clusters Score -1521512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1521517.250000 Penalty: 4672.135742
	Iteration 27Q: 3 clusters Score -1521517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1521523.250000 Penalty: 4672.135742
	Iteration 28Q: 3 clusters Score -1521523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1521526.125000 Penalty: 4672.135742
	Iteration 29Q: 3 clusters Score -1521526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1521531.250000 Penalty: 4672.135742
	Iteration 30Q: 3 clusters Score -1521531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1521534.375000 Penalty: 4672.135742
	Iteration 31Q: 3 clusters Score -1521534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1521536.875000 Penalty: 4672.135742
	Iteration 32Q: 3 clusters Score -1521537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1521536.375000 Penalty: 4672.135742
	Iteration 33Q: 3 clusters Score -1521536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1521539.750000 Penalty: 4672.135742
	Iteration 34Q: 3 clusters Score -1521540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1521543.250000 Penalty: 4672.135742
	Iteration 35Q: 3 clusters Score -1521543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1521548.125000 Penalty: 4672.135742
	Iteration 36Q: 3 clusters Score -1521548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1521548.250000 Penalty: 4672.135742
	Iteration 37Q: 3 clusters Score -1521548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1521546.375000 Penalty: 4672.135742
	Iteration 38Q: 3 clusters Score -1521546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1521546.375000 Penalty: 4672.135742
	Iteration 39F: 3 clusters Score -1521546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Entering Unmasked Estep 
Score: -1013122.562500 Penalty: 2251.388428
	Iteration 0F: 2 clusters Score -1013123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1006276.375000 Penalty: 4502.776855
	Iteration 0F: 3 clusters Score -1006276 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1008149.625000 Penalty: 4502.776855
	Iteration 1F: 3 clusters Score -1008150 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1008402.687500 Penalty: 4502.776855
	Iteration 2F: 3 clusters Score -1008403 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1008587.562500 Penalty: 4502.776855
	Iteration 3Q: 3 clusters Score -1008588 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1008744.750000 Penalty: 4502.776855
	Iteration 4Q: 3 clusters Score -1008745 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1008851.437500 Penalty: 4502.776855
	Iteration 5Q: 3 clusters Score -1008851 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1008937.812500 Penalty: 4502.776855
	Iteration 6Q: 3 clusters Score -1008938 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1009031.375000 Penalty: 4502.776855
	Iteration 7Q: 3 clusters Score -1009031 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1009120.625000 Penalty: 4502.776855
	Iteration 8Q: 3 clusters Score -1009121 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1009208.687500 Penalty: 4502.776855
	Iteration 9Q: 3 clusters Score -1009209 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1009285.250000 Penalty: 4502.776855
	Iteration 10Q: 3 clusters Score -1009285 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1009362.687500 Penalty: 4502.776855
	Iteration 11Q: 3 clusters Score -1009363 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1009436.187500 Penalty: 4502.776855
	Iteration 12Q: 3 clusters Score -1009436 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1009503.250000 Penalty: 4502.776855
	Iteration 13Q: 3 clusters Score -1009503 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1009568.687500 Penalty: 4502.776855
	Iteration 14Q: 3 clusters Score -1009569 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1009661.000000 Penalty: 4502.776855
	Iteration 15Q: 3 clusters Score -1009661 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1009772.937500 Penalty: 4502.776855
	Iteration 16Q: 3 clusters Score -1009773 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1009892.750000 Penalty: 4502.776855
	Iteration 17Q: 3 clusters Score -1009893 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1010016.687500 Penalty: 4502.776855
	Iteration 18Q: 3 clusters Score -1010017 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1010163.125000 Penalty: 4502.776855
	Iteration 19Q: 3 clusters Score -1010163 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1010297.375000 Penalty: 4502.776855
	Iteration 20F: 3 clusters Score -1010297 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1010446.062500 Penalty: 4502.776855
	Iteration 21Q: 3 clusters Score -1010446 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1010572.687500 Penalty: 4502.776855
	Iteration 22Q: 3 clusters Score -1010573 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1010678.250000 Penalty: 4502.776855
	Iteration 23Q: 3 clusters Score -1010678 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1010768.437500 Penalty: 4502.776855
	Iteration 24Q: 3 clusters Score -1010768 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1010844.937500 Penalty: 4502.776855
	Iteration 25Q: 3 clusters Score -1010845 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1010905.937500 Penalty: 4502.776855
	Iteration 26Q: 3 clusters Score -1010906 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1010943.562500 Penalty: 4502.776855
	Iteration 27Q: 3 clusters Score -1010944 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1010973.000000 Penalty: 4502.776855
	Iteration 28Q: 3 clusters Score -1010973 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1010998.250000 Penalty: 4502.776855
	Iteration 29Q: 3 clusters Score -1010998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1011020.625000 Penalty: 4502.776855
	Iteration 30Q: 3 clusters Score -1011021 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1011039.187500 Penalty: 4502.776855
	Iteration 31Q: 3 clusters Score -1011039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1011055.187500 Penalty: 4502.776855
	Iteration 32Q: 3 clusters Score -1011055 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1011073.687500 Penalty: 4502.776855
	Iteration 33Q: 3 clusters Score -1011074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1011088.125000 Penalty: 4502.776855
	Iteration 34Q: 3 clusters Score -1011088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1011101.687500 Penalty: 4502.776855
	Iteration 35Q: 3 clusters Score -1011102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1011108.750000 Penalty: 4502.776855
	Iteration 36Q: 3 clusters Score -1011109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1011118.687500 Penalty: 4502.776855
	Iteration 37Q: 3 clusters Score -1011119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1011125.437500 Penalty: 4502.776855
	Iteration 38Q: 3 clusters Score -1011125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1011130.812500 Penalty: 4502.776855
	Iteration 39Q: 3 clusters Score -1011131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1011141.125000 Penalty: 4502.776855
	Iteration 40F: 3 clusters Score -1011141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1011143.187500 Penalty: 4502.776855
	Iteration 41Q: 3 clusters Score -1011143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1011151.187500 Penalty: 4502.776855
	Iteration 42Q: 3 clusters Score -1011151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1011154.937500 Penalty: 4502.776855
	Iteration 43Q: 3 clusters Score -1011155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1011158.375000 Penalty: 4502.776855
	Iteration 44Q: 3 clusters Score -1011158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1011158.062500 Penalty: 4502.776855
	Iteration 45Q: 3 clusters Score -1011158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1011158.812500 Penalty: 4502.776855
	Iteration 46Q: 3 clusters Score -1011159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1011159.125000 Penalty: 4502.776855
	Iteration 47Q: 3 clusters Score -1011159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1011160.687500 Penalty: 4502.776855
	Iteration 48Q: 3 clusters Score -1011161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1011160.625000 Penalty: 4502.776855
	Iteration 49Q: 3 clusters Score -1011161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1011162.375000 Penalty: 4502.776855
	Iteration 50Q: 3 clusters Score -1011162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1011164.750000 Penalty: 4502.776855
	Iteration 51Q: 3 clusters Score -1011165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1011166.500000 Penalty: 4502.776855
	Iteration 52Q: 3 clusters Score -1011166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1011167.562500 Penalty: 4502.776855
	Iteration 53Q: 3 clusters Score -1011168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1011167.562500 Penalty: 4502.776855
	Iteration 54F: 3 clusters Score -1011168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -73601.820312 Penalty: 1622.533081
	Iteration 0F: 2 clusters Score -73601.82 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 360 members 
Entering Unmasked Estep 
Score: -71967.453125 Penalty: 3245.066162
	Iteration 0F: 3 clusters Score -71967.45 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -72198.718750 Penalty: 3245.066162
	Iteration 1F: 3 clusters Score -72198.72 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -72264.375000 Penalty: 3245.066162
	Iteration 2F: 3 clusters Score -72264.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72333.789062 Penalty: 3245.066162
	Iteration 3Q: 3 clusters Score -72333.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -72370.570312 Penalty: 3245.066162
	Iteration 4Q: 3 clusters Score -72370.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -72426.492188 Penalty: 3245.066162
	Iteration 5Q: 3 clusters Score -72426.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -72452.281250 Penalty: 3245.066162
	Iteration 6Q: 3 clusters Score -72452.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -72483.437500 Penalty: 3245.066162
	Iteration 7Q: 3 clusters Score -72483.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -72504.664062 Penalty: 3245.066162
	Iteration 8Q: 3 clusters Score -72504.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -72525.367188 Penalty: 3245.066162
	Iteration 9Q: 3 clusters Score -72525.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -72547.312500 Penalty: 3245.066162
	Iteration 10Q: 3 clusters Score -72547.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -72561.031250 Penalty: 3245.066162
	Iteration 11Q: 3 clusters Score -72561.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -72569.929688 Penalty: 3245.066162
	Iteration 12Q: 3 clusters Score -72569.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -72585.773438 Penalty: 3245.066162
	Iteration 13Q: 3 clusters Score -72585.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -72599.093750 Penalty: 3245.066162
	Iteration 14Q: 3 clusters Score -72599.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -72611.218750 Penalty: 3245.066162
	Iteration 15Q: 3 clusters Score -72611.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -72613.351562 Penalty: 3245.066162
	Iteration 16Q: 3 clusters Score -72613.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -72619.546875 Penalty: 3245.066162
	Iteration 17Q: 3 clusters Score -72619.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -72629.828125 Penalty: 3245.066162
	Iteration 18Q: 3 clusters Score -72629.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -72633.687500 Penalty: 3245.066162
	Iteration 19Q: 3 clusters Score -72633.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -72633.687500 Penalty: 3245.066162
	Iteration 20F: 3 clusters Score -72633.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Entering Unmasked Estep 
Score: -674111.812500 Penalty: 2148.343994
	Iteration 0F: 2 clusters Score -674111.8 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 2931 members 
Entering Unmasked Estep 
Score: -669079.312500 Penalty: 4296.687988
	Iteration 0F: 3 clusters Score -669079.3 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -670418.937500 Penalty: 4296.687988
	Iteration 1F: 3 clusters Score -670418.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -670789.562500 Penalty: 4296.687988
	Iteration 2F: 3 clusters Score -670789.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -671203.375000 Penalty: 4296.687988
	Iteration 3F: 3 clusters Score -671203.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -671611.437500 Penalty: 4296.687988
	Iteration 4F: 3 clusters Score -671611.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -671947.500000 Penalty: 4296.687988
	Iteration 5F: 3 clusters Score -671947.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -672201.500000 Penalty: 4296.687988
	Iteration 6F: 3 clusters Score -672201.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -672406.250000 Penalty: 4296.687988
	Iteration 7Q: 3 clusters Score -672406.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -672542.937500 Penalty: 4296.687988
	Iteration 8Q: 3 clusters Score -672542.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -672629.937500 Penalty: 4296.687988
	Iteration 9Q: 3 clusters Score -672629.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -672696.187500 Penalty: 4296.687988
	Iteration 10Q: 3 clusters Score -672696.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -672743.562500 Penalty: 4296.687988
	Iteration 11Q: 3 clusters Score -672743.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -672782.250000 Penalty: 4296.687988
	Iteration 12Q: 3 clusters Score -672782.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -672811.687500 Penalty: 4296.687988
	Iteration 13Q: 3 clusters Score -672811.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -672829.000000 Penalty: 4296.687988
	Iteration 14Q: 3 clusters Score -672829 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -672850.687500 Penalty: 4296.687988
	Iteration 15Q: 3 clusters Score -672850.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -672865.000000 Penalty: 4296.687988
	Iteration 16Q: 3 clusters Score -672865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -672877.250000 Penalty: 4296.687988
	Iteration 17Q: 3 clusters Score -672877.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -672889.687500 Penalty: 4296.687988
	Iteration 18Q: 3 clusters Score -672889.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -672902.125000 Penalty: 4296.687988
	Iteration 19Q: 3 clusters Score -672902.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -672910.687500 Penalty: 4296.687988
	Iteration 20F: 3 clusters Score -672910.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -672917.250000 Penalty: 4296.687988
	Iteration 21Q: 3 clusters Score -672917.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -672928.437500 Penalty: 4296.687988
	Iteration 22Q: 3 clusters Score -672928.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -672934.125000 Penalty: 4296.687988
	Iteration 23Q: 3 clusters Score -672934.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -672939.750000 Penalty: 4296.687988
	Iteration 24Q: 3 clusters Score -672939.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -672941.187500 Penalty: 4296.687988
	Iteration 25Q: 3 clusters Score -672941.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -672943.562500 Penalty: 4296.687988
	Iteration 26Q: 3 clusters Score -672943.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -672947.125000 Penalty: 4296.687988
	Iteration 27Q: 3 clusters Score -672947.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -672949.812500 Penalty: 4296.687988
	Iteration 28Q: 3 clusters Score -672949.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -672950.250000 Penalty: 4296.687988
	Iteration 29Q: 3 clusters Score -672950.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -672951.750000 Penalty: 4296.687988
	Iteration 30Q: 3 clusters Score -672951.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -672955.437500 Penalty: 4296.687988
	Iteration 31Q: 3 clusters Score -672955.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -672962.125000 Penalty: 4296.687988
	Iteration 32Q: 3 clusters Score -672962.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -672964.812500 Penalty: 4296.687988
	Iteration 33Q: 3 clusters Score -672964.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -672967.062500 Penalty: 4296.687988
	Iteration 34Q: 3 clusters Score -672967.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -672970.625000 Penalty: 4296.687988
	Iteration 35Q: 3 clusters Score -672970.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -672970.937500 Penalty: 4296.687988
	Iteration 36Q: 3 clusters Score -672970.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -672971.937500 Penalty: 4296.687988
	Iteration 37Q: 3 clusters Score -672971.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -672972.875000 Penalty: 4296.687988
	Iteration 38Q: 3 clusters Score -672972.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -672972.875000 Penalty: 4296.687988
	Iteration 39F: 3 clusters Score -672972.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -2303826.750000 Penalty: 2442.978516
	Iteration 0F: 2 clusters Score -2303827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2290401.000000 Penalty: 4885.957031
	Iteration 0F: 3 clusters Score -2290401 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2294879.500000 Penalty: 4885.957031
	Iteration 1F: 3 clusters Score -2294880 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2295468.000000 Penalty: 4885.957031
	Iteration 2F: 3 clusters Score -2295468 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2296207.000000 Penalty: 4885.957031
	Iteration 3F: 3 clusters Score -2296207 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2297016.000000 Penalty: 4885.957031
	Iteration 4F: 3 clusters Score -2297016 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2297793.500000 Penalty: 4885.957031
	Iteration 5F: 3 clusters Score -2297794 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2298582.250000 Penalty: 4885.957031
	Iteration 6F: 3 clusters Score -2298582 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2299425.500000 Penalty: 4885.957031
	Iteration 7F: 3 clusters Score -2299426 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2300229.250000 Penalty: 4885.957031
	Iteration 8F: 3 clusters Score -2300229 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2300965.000000 Penalty: 4885.957031
	Iteration 9Q: 3 clusters Score -2300965 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2301590.250000 Penalty: 4885.957031
	Iteration 10Q: 3 clusters Score -2301590 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2302097.750000 Penalty: 4885.957031
	Iteration 11Q: 3 clusters Score -2302098 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2302522.500000 Penalty: 4885.957031
	Iteration 12Q: 3 clusters Score -2302522 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2302852.750000 Penalty: 4885.957031
	Iteration 13Q: 3 clusters Score -2302853 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2303051.250000 Penalty: 4885.957031
	Iteration 14Q: 3 clusters Score -2303051 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2303160.250000 Penalty: 4885.957031
	Iteration 15Q: 3 clusters Score -2303160 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2303237.000000 Penalty: 4885.957031
	Iteration 16Q: 3 clusters Score -2303237 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2303297.500000 Penalty: 4885.957031
	Iteration 17Q: 3 clusters Score -2303298 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2303336.750000 Penalty: 4885.957031
	Iteration 18Q: 3 clusters Score -2303337 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2303361.750000 Penalty: 4885.957031
	Iteration 19Q: 3 clusters Score -2303362 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2303386.750000 Penalty: 4885.957031
	Iteration 20F: 3 clusters Score -2303387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -2303401.500000 Penalty: 4885.957031
	Iteration 21Q: 3 clusters Score -2303402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2303407.500000 Penalty: 4885.957031
	Iteration 22Q: 3 clusters Score -2303408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2303415.750000 Penalty: 4885.957031
	Iteration 23Q: 3 clusters Score -2303416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2303417.750000 Penalty: 4885.957031
	Iteration 24Q: 3 clusters Score -2303418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2303423.750000 Penalty: 4885.957031
	Iteration 25Q: 3 clusters Score -2303424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2303430.750000 Penalty: 4885.957031
	Iteration 26Q: 3 clusters Score -2303431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2303431.250000 Penalty: 4885.957031
	Iteration 27Q: 3 clusters Score -2303431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2303435.000000 Penalty: 4885.957031
	Iteration 28Q: 3 clusters Score -2303435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2303434.500000 Penalty: 4885.957031
	Iteration 29Q: 3 clusters Score -2303434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2303439.750000 Penalty: 4885.957031
	Iteration 30Q: 3 clusters Score -2303440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2303439.250000 Penalty: 4885.957031
	Iteration 31Q: 3 clusters Score -2303439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2303441.000000 Penalty: 4885.957031
	Iteration 32Q: 3 clusters Score -2303441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2303439.000000 Penalty: 4885.957031
	Iteration 33Q: 3 clusters Score -2303439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2303441.000000 Penalty: 4885.957031
	Iteration 34Q: 3 clusters Score -2303441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -2303446.500000 Penalty: 4885.957031
	Iteration 35Q: 3 clusters Score -2303446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2303446.750000 Penalty: 4885.957031
	Iteration 36Q: 3 clusters Score -2303447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2303448.000000 Penalty: 4885.957031
	Iteration 37Q: 3 clusters Score -2303448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2303448.000000 Penalty: 4885.957031
	Iteration 38Q: 3 clusters Score -2303448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2303448.000000 Penalty: 4885.957031
	Iteration 39F: 3 clusters Score -2303448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Entering Unmasked Estep 
Score: -4577960.500000 Penalty: 2610.766602
	Iteration 0F: 2 clusters Score -4577960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -4552680.500000 Penalty: 5221.533203
	Iteration 0F: 3 clusters Score -4552680 nChanged 17011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -4562024.500000 Penalty: 5221.533203
	Iteration 1F: 3 clusters Score -4562024 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -4562710.000000 Penalty: 5221.533203
	Iteration 2Q: 3 clusters Score -4562710 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -4563507.000000 Penalty: 5221.533203
	Iteration 3Q: 3 clusters Score -4563507 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -4564420.000000 Penalty: 5221.533203
	Iteration 4F: 3 clusters Score -4564420 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -4565638.000000 Penalty: 5221.533203
	Iteration 5F: 3 clusters Score -4565638 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -4567157.000000 Penalty: 5221.533203
	Iteration 6F: 3 clusters Score -4567157 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -4569038.000000 Penalty: 5221.533203
	Iteration 7F: 3 clusters Score -4569038 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -4571018.500000 Penalty: 5221.533203
	Iteration 8F: 3 clusters Score -4571018 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -4572820.000000 Penalty: 5221.533203
	Iteration 9F: 3 clusters Score -4572820 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -4574036.500000 Penalty: 5221.533203
	Iteration 10Q: 3 clusters Score -4574036 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -4574765.500000 Penalty: 5221.533203
	Iteration 11Q: 3 clusters Score -4574766 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -4575200.000000 Penalty: 5221.533203
	Iteration 12Q: 3 clusters Score -4575200 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -4575415.500000 Penalty: 5221.533203
	Iteration 13Q: 3 clusters Score -4575416 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -4575538.000000 Penalty: 5221.533203
	Iteration 14Q: 3 clusters Score -4575538 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -4575625.000000 Penalty: 5221.533203
	Iteration 15Q: 3 clusters Score -4575625 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -4575660.500000 Penalty: 5221.533203
	Iteration 16Q: 3 clusters Score -4575660 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -4575698.500000 Penalty: 5221.533203
	Iteration 17Q: 3 clusters Score -4575698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -4575721.500000 Penalty: 5221.533203
	Iteration 18Q: 3 clusters Score -4575722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -4575731.000000 Penalty: 5221.533203
	Iteration 19Q: 3 clusters Score -4575731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -4575743.000000 Penalty: 5221.533203
	Iteration 20F: 3 clusters Score -4575743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -4575747.500000 Penalty: 5221.533203
	Iteration 21Q: 3 clusters Score -4575748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -4575755.500000 Penalty: 5221.533203
	Iteration 22Q: 3 clusters Score -4575756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -4575758.500000 Penalty: 5221.533203
	Iteration 23Q: 3 clusters Score -4575758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -4575764.000000 Penalty: 5221.533203
	Iteration 24Q: 3 clusters Score -4575764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -4575770.000000 Penalty: 5221.533203
	Iteration 25Q: 3 clusters Score -4575770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -4575769.500000 Penalty: 5221.533203
	Iteration 26Q: 3 clusters Score -4575770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -4575772.000000 Penalty: 5221.533203
	Iteration 27Q: 3 clusters Score -4575772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -4575780.500000 Penalty: 5221.533203
	Iteration 28Q: 3 clusters Score -4575780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -4575779.000000 Penalty: 5221.533203
	Iteration 29Q: 3 clusters Score -4575779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -4575782.500000 Penalty: 5221.533203
	Iteration 30Q: 3 clusters Score -4575782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -4575787.500000 Penalty: 5221.533203
	Iteration 31Q: 3 clusters Score -4575788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -4575787.500000 Penalty: 5221.533203
	Iteration 32Q: 3 clusters Score -4575788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -4575789.500000 Penalty: 5221.533203
	Iteration 33Q: 3 clusters Score -4575790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -4575792.500000 Penalty: 5221.533203
	Iteration 34Q: 3 clusters Score -4575792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -4575793.500000 Penalty: 5221.533203
	Iteration 35Q: 3 clusters Score -4575794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -4575793.000000 Penalty: 5221.533203
	Iteration 36Q: 3 clusters Score -4575793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -4575793.000000 Penalty: 5221.533203
	Iteration 37Q: 3 clusters Score -4575793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -4575793.000000 Penalty: 5221.533203
	Iteration 38F: 3 clusters Score -4575793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Entering Unmasked Estep 
Score: -842699.562500 Penalty: 2211.293457
	Iteration 0F: 2 clusters Score -842699.6 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 3716 members 
Entering Unmasked Estep 
Score: -836592.500000 Penalty: 4422.586914
	Iteration 0F: 3 clusters Score -836592.5 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -838268.187500 Penalty: 4422.586914
	Iteration 1F: 3 clusters Score -838268.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -838574.437500 Penalty: 4422.586914
	Iteration 2F: 3 clusters Score -838574.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -838771.437500 Penalty: 4422.586914
	Iteration 3F: 3 clusters Score -838771.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -838927.500000 Penalty: 4422.586914
	Iteration 4Q: 3 clusters Score -838927.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -839048.437500 Penalty: 4422.586914
	Iteration 5Q: 3 clusters Score -839048.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -839158.062500 Penalty: 4422.586914
	Iteration 6Q: 3 clusters Score -839158.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -839246.687500 Penalty: 4422.586914
	Iteration 7Q: 3 clusters Score -839246.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -839328.312500 Penalty: 4422.586914
	Iteration 8Q: 3 clusters Score -839328.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -839394.437500 Penalty: 4422.586914
	Iteration 9Q: 3 clusters Score -839394.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -839456.937500 Penalty: 4422.586914
	Iteration 10Q: 3 clusters Score -839456.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -839496.437500 Penalty: 4422.586914
	Iteration 11Q: 3 clusters Score -839496.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -839541.625000 Penalty: 4422.586914
	Iteration 12Q: 3 clusters Score -839541.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -839571.375000 Penalty: 4422.586914
	Iteration 13Q: 3 clusters Score -839571.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -839595.562500 Penalty: 4422.586914
	Iteration 14Q: 3 clusters Score -839595.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -839611.750000 Penalty: 4422.586914
	Iteration 15Q: 3 clusters Score -839611.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -839623.937500 Penalty: 4422.586914
	Iteration 16Q: 3 clusters Score -839623.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -839635.500000 Penalty: 4422.586914
	Iteration 17Q: 3 clusters Score -839635.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -839647.875000 Penalty: 4422.586914
	Iteration 18Q: 3 clusters Score -839647.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -839656.187500 Penalty: 4422.586914
	Iteration 19Q: 3 clusters Score -839656.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -839662.812500 Penalty: 4422.586914
	Iteration 20F: 3 clusters Score -839662.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -839670.250000 Penalty: 4422.586914
	Iteration 21Q: 3 clusters Score -839670.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -839673.937500 Penalty: 4422.586914
	Iteration 22Q: 3 clusters Score -839673.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -839679.625000 Penalty: 4422.586914
	Iteration 23Q: 3 clusters Score -839679.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -839685.000000 Penalty: 4422.586914
	Iteration 24Q: 3 clusters Score -839685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -839690.875000 Penalty: 4422.586914
	Iteration 25Q: 3 clusters Score -839690.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -839692.062500 Penalty: 4422.586914
	Iteration 26Q: 3 clusters Score -839692.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -839697.062500 Penalty: 4422.586914
	Iteration 27Q: 3 clusters Score -839697.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -839697.375000 Penalty: 4422.586914
	Iteration 28Q: 3 clusters Score -839697.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -839697.625000 Penalty: 4422.586914
	Iteration 29Q: 3 clusters Score -839697.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -839701.312500 Penalty: 4422.586914
	Iteration 30Q: 3 clusters Score -839701.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -839703.062500 Penalty: 4422.586914
	Iteration 31Q: 3 clusters Score -839703.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -839703.437500 Penalty: 4422.586914
	Iteration 32Q: 3 clusters Score -839703.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -839704.812500 Penalty: 4422.586914
	Iteration 33Q: 3 clusters Score -839704.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -839707.437500 Penalty: 4422.586914
	Iteration 34Q: 3 clusters Score -839707.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -839704.687500 Penalty: 4422.586914
	Iteration 35Q: 3 clusters Score -839704.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -839706.937500 Penalty: 4422.586914
	Iteration 36Q: 3 clusters Score -839706.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -839708.500000 Penalty: 4422.586914
	Iteration 37Q: 3 clusters Score -839708.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -839708.187500 Penalty: 4422.586914
	Iteration 38Q: 3 clusters Score -839708.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -839710.187500 Penalty: 4422.586914
	Iteration 39Q: 3 clusters Score -839710.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -839710.500000 Penalty: 4422.586914
	Iteration 40F: 3 clusters Score -839710.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -839708.500000 Penalty: 4422.586914
	Iteration 41Q: 3 clusters Score -839708.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -839711.250000 Penalty: 4422.586914
	Iteration 42Q: 3 clusters Score -839711.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -839710.875000 Penalty: 4422.586914
	Iteration 43Q: 3 clusters Score -839710.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -839710.812500 Penalty: 4422.586914
	Iteration 44Q: 3 clusters Score -839710.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -839712.000000 Penalty: 4422.586914
	Iteration 45Q: 3 clusters Score -839712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -839715.437500 Penalty: 4422.586914
	Iteration 46Q: 3 clusters Score -839715.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -839715.000000 Penalty: 4422.586914
	Iteration 47Q: 3 clusters Score -839715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -839718.437500 Penalty: 4422.586914
	Iteration 48Q: 3 clusters Score -839718.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -839720.125000 Penalty: 4422.586914
	Iteration 49Q: 3 clusters Score -839720.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -839720.562500 Penalty: 4422.586914
	Iteration 50Q: 3 clusters Score -839720.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -839722.000000 Penalty: 4422.586914
	Iteration 51Q: 3 clusters Score -839722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -839723.625000 Penalty: 4422.586914
	Iteration 52Q: 3 clusters Score -839723.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -839722.875000 Penalty: 4422.586914
	Iteration 53Q: 3 clusters Score -839722.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -839722.125000 Penalty: 4422.586914
	Iteration 54Q: 3 clusters Score -839722.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -839724.062500 Penalty: 4422.586914
	Iteration 55Q: 3 clusters Score -839724.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -839724.750000 Penalty: 4422.586914
	Iteration 56Q: 3 clusters Score -839724.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -839724.937500 Penalty: 4422.586914
	Iteration 57Q: 3 clusters Score -839724.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -839730.437500 Penalty: 4422.586914
	Iteration 58Q: 3 clusters Score -839730.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -839730.000000 Penalty: 4422.586914
	Iteration 59Q: 3 clusters Score -839730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -839731.562500 Penalty: 4422.586914
	Iteration 60F: 3 clusters Score -839731.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -839733.437500 Penalty: 4422.586914
	Iteration 61Q: 3 clusters Score -839733.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -839733.875000 Penalty: 4422.586914
	Iteration 62Q: 3 clusters Score -839733.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -839735.250000 Penalty: 4422.586914
	Iteration 63Q: 3 clusters Score -839735.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -839734.937500 Penalty: 4422.586914
	Iteration 64Q: 3 clusters Score -839734.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -839732.125000 Penalty: 4422.586914
	Iteration 65Q: 3 clusters Score -839732.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -839733.500000 Penalty: 4422.586914
	Iteration 66Q: 3 clusters Score -839733.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -839735.125000 Penalty: 4422.586914
	Iteration 67Q: 3 clusters Score -839735.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -839735.812500 Penalty: 4422.586914
	Iteration 68Q: 3 clusters Score -839735.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -839737.500000 Penalty: 4422.586914
	Iteration 69Q: 3 clusters Score -839737.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -839739.562500 Penalty: 4422.586914
	Iteration 70Q: 3 clusters Score -839739.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -839740.500000 Penalty: 4422.586914
	Iteration 71Q: 3 clusters Score -839740.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -839741.625000 Penalty: 4422.586914
	Iteration 72Q: 3 clusters Score -839741.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -839742.437500 Penalty: 4422.586914
	Iteration 73Q: 3 clusters Score -839742.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -839741.625000 Penalty: 4422.586914
	Iteration 74Q: 3 clusters Score -839741.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -839741.562500 Penalty: 4422.586914
	Iteration 75Q: 3 clusters Score -839741.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -839740.500000 Penalty: 4422.586914
	Iteration 76Q: 3 clusters Score -839740.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -839740.625000 Penalty: 4422.586914
	Iteration 77Q: 3 clusters Score -839740.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -839740.625000 Penalty: 4422.586914
	Iteration 78F: 3 clusters Score -839740.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (195414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195414 members 
Entering Unmasked Estep 
Score: -24043574.000000 Penalty: 3021.353271
	Iteration 0F: 2 clusters Score -2.404357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97891 members 
Mstep: Class 2 contains 97523 members 
Entering Unmasked Estep 
Score: -23920510.000000 Penalty: 6042.706543
	Iteration 0F: 3 clusters Score -2.392051e+07 nChanged 93664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101525 members 
Mstep: Class 2 contains 93889 members 
Entering Unmasked Estep 
Score: -23975456.000000 Penalty: 6042.706543
	Iteration 1F: 3 clusters Score -2.397546e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104235 members 
Mstep: Class 2 contains 91179 members 
Entering Unmasked Estep 
Score: -23977246.000000 Penalty: 6042.706543
	Iteration 2Q: 3 clusters Score -2.397725e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108544 members 
Mstep: Class 2 contains 86870 members 
Entering Unmasked Estep 
Score: -23979770.000000 Penalty: 6042.706543
	Iteration 3Q: 3 clusters Score -2.397977e+07 nChanged 9730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114996 members 
Mstep: Class 2 contains 80418 members 
Entering Unmasked Estep 
Score: -23984142.000000 Penalty: 6042.706543
	Iteration 4Q: 3 clusters Score -2.398414e+07 nChanged 11904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123954 members 
Mstep: Class 2 contains 71460 members 
Entering Unmasked Estep 
Score: -23990842.000000 Penalty: 6042.706543
	Iteration 5F: 3 clusters Score -2.399084e+07 nChanged 13799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135067 members 
Mstep: Class 2 contains 60347 members 
Entering Unmasked Estep 
Score: -24000194.000000 Penalty: 6042.706543
	Iteration 6F: 3 clusters Score -2.400019e+07 nChanged 14178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147205 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -24011412.000000 Penalty: 6042.706543
	Iteration 7F: 3 clusters Score -2.401141e+07 nChanged 12796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158851 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -24021092.000000 Penalty: 6042.706543
	Iteration 8F: 3 clusters Score -2.402109e+07 nChanged 10837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169300 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -24028260.000000 Penalty: 6042.706543
	Iteration 9F: 3 clusters Score -2.402826e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177892 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -24033102.000000 Penalty: 6042.706543
	Iteration 10Q: 3 clusters Score -2.40331e+07 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184509 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -24036506.000000 Penalty: 6042.706543
	Iteration 11Q: 3 clusters Score -2.403651e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189159 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -24038688.000000 Penalty: 6042.706543
	Iteration 12Q: 3 clusters Score -2.403869e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192115 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -24039886.000000 Penalty: 6042.706543
	Iteration 13Q: 3 clusters Score -2.403989e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193651 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -24040456.000000 Penalty: 6042.706543
	Iteration 14Q: 3 clusters Score -2.404046e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194358 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -24040782.000000 Penalty: 6042.706543
	Iteration 15Q: 3 clusters Score -2.404078e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194677 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -24040924.000000 Penalty: 6042.706543
	Iteration 16Q: 3 clusters Score -2.404092e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194823 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -24041024.000000 Penalty: 6042.706543
	Iteration 17Q: 3 clusters Score -2.404102e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194890 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -24041084.000000 Penalty: 6042.706543
	Iteration 18Q: 3 clusters Score -2.404108e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194932 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -24041088.000000 Penalty: 6042.706543
	Iteration 19Q: 3 clusters Score -2.404109e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194955 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -24041116.000000 Penalty: 6042.706543
	Iteration 20F: 3 clusters Score -2.404112e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194975 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -24041132.000000 Penalty: 6042.706543
	Iteration 21Q: 3 clusters Score -2.404113e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194990 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -24041144.000000 Penalty: 6042.706543
	Iteration 22Q: 3 clusters Score -2.404114e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194997 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -24041134.000000 Penalty: 6042.706543
	Iteration 23Q: 3 clusters Score -2.404113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195005 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -24041154.000000 Penalty: 6042.706543
	Iteration 24Q: 3 clusters Score -2.404115e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195012 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -24041160.000000 Penalty: 6042.706543
	Iteration 25Q: 3 clusters Score -2.404116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195016 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -24041168.000000 Penalty: 6042.706543
	Iteration 26Q: 3 clusters Score -2.404117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195018 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -24041144.000000 Penalty: 6042.706543
	Iteration 27Q: 3 clusters Score -2.404114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195019 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -24041160.000000 Penalty: 6042.706543
	Iteration 28Q: 3 clusters Score -2.404116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195020 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -24041166.000000 Penalty: 6042.706543
	Iteration 29Q: 3 clusters Score -2.404117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195021 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -24041158.000000 Penalty: 6042.706543
	Iteration 30Q: 3 clusters Score -2.404116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195021 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -24041168.000000 Penalty: 6042.706543
	Iteration 31Q: 3 clusters Score -2.404117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195022 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -24041148.000000 Penalty: 6042.706543
	Iteration 32Q: 3 clusters Score -2.404115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195023 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -24041162.000000 Penalty: 6042.706543
	Iteration 33Q: 3 clusters Score -2.404116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195022 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -24041170.000000 Penalty: 6042.706543
	Iteration 34Q: 3 clusters Score -2.404117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195023 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -24041158.000000 Penalty: 6042.706543
	Iteration 35Q: 3 clusters Score -2.404116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195021 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -24041162.000000 Penalty: 6042.706543
	Iteration 36Q: 3 clusters Score -2.404116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195022 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -24041162.000000 Penalty: 6042.706543
	Iteration 37Q: 3 clusters Score -2.404116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195027 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -24041170.000000 Penalty: 6042.706543
	Iteration 38Q: 3 clusters Score -2.404117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195030 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -24041160.000000 Penalty: 6042.706543
	Iteration 39Q: 3 clusters Score -2.404116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195033 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -24041178.000000 Penalty: 6042.706543
	Iteration 40F: 3 clusters Score -2.404118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195035 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -24041182.000000 Penalty: 6042.706543
	Iteration 41Q: 3 clusters Score -2.404118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195037 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -24041168.000000 Penalty: 6042.706543
	Iteration 42Q: 3 clusters Score -2.404117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195038 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -24041170.000000 Penalty: 6042.706543
	Iteration 43Q: 3 clusters Score -2.404117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195038 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -24041170.000000 Penalty: 6042.706543
	Iteration 44F: 3 clusters Score -2.404117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Entering Unmasked Estep 
Score: -1206591.500000 Penalty: 2291.374512
	Iteration 0F: 2 clusters Score -1206592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1198696.875000 Penalty: 4582.749023
	Iteration 0F: 3 clusters Score -1198697 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1200877.125000 Penalty: 4582.749023
	Iteration 1F: 3 clusters Score -1200877 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1201173.125000 Penalty: 4582.749023
	Iteration 2F: 3 clusters Score -1201173 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1201394.750000 Penalty: 4582.749023
	Iteration 3F: 3 clusters Score -1201395 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1201587.500000 Penalty: 4582.749023
	Iteration 4Q: 3 clusters Score -1201588 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1201779.375000 Penalty: 4582.749023
	Iteration 5Q: 3 clusters Score -1201779 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1201959.750000 Penalty: 4582.749023
	Iteration 6Q: 3 clusters Score -1201960 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1202154.875000 Penalty: 4582.749023
	Iteration 7Q: 3 clusters Score -1202155 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1202388.000000 Penalty: 4582.749023
	Iteration 8Q: 3 clusters Score -1202388 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1202658.500000 Penalty: 4582.749023
	Iteration 9Q: 3 clusters Score -1202658 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1202947.500000 Penalty: 4582.749023
	Iteration 10Q: 3 clusters Score -1202948 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1203296.625000 Penalty: 4582.749023
	Iteration 11Q: 3 clusters Score -1203297 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1203703.625000 Penalty: 4582.749023
	Iteration 12Q: 3 clusters Score -1203704 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1204021.250000 Penalty: 4582.749023
	Iteration 13Q: 3 clusters Score -1204021 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1204239.750000 Penalty: 4582.749023
	Iteration 14Q: 3 clusters Score -1204240 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1204418.125000 Penalty: 4582.749023
	Iteration 15Q: 3 clusters Score -1204418 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1204532.250000 Penalty: 4582.749023
	Iteration 16Q: 3 clusters Score -1204532 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1204596.000000 Penalty: 4582.749023
	Iteration 17Q: 3 clusters Score -1204596 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1204650.000000 Penalty: 4582.749023
	Iteration 18Q: 3 clusters Score -1204650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1204678.000000 Penalty: 4582.749023
	Iteration 19Q: 3 clusters Score -1204678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1204711.250000 Penalty: 4582.749023
	Iteration 20F: 3 clusters Score -1204711 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1204739.125000 Penalty: 4582.749023
	Iteration 21Q: 3 clusters Score -1204739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1204754.875000 Penalty: 4582.749023
	Iteration 22Q: 3 clusters Score -1204755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1204767.875000 Penalty: 4582.749023
	Iteration 23Q: 3 clusters Score -1204768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1204783.875000 Penalty: 4582.749023
	Iteration 24Q: 3 clusters Score -1204784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1204798.250000 Penalty: 4582.749023
	Iteration 25Q: 3 clusters Score -1204798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1204802.375000 Penalty: 4582.749023
	Iteration 26Q: 3 clusters Score -1204802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1204807.375000 Penalty: 4582.749023
	Iteration 27Q: 3 clusters Score -1204807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1204811.125000 Penalty: 4582.749023
	Iteration 28Q: 3 clusters Score -1204811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1204810.625000 Penalty: 4582.749023
	Iteration 29Q: 3 clusters Score -1204811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1204812.250000 Penalty: 4582.749023
	Iteration 30Q: 3 clusters Score -1204812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1204812.125000 Penalty: 4582.749023
	Iteration 31Q: 3 clusters Score -1204812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1204812.125000 Penalty: 4582.749023
	Iteration 32F: 3 clusters Score -1204812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (101617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101617 members 
Entering Unmasked Estep 
Score: -12407973.000000 Penalty: 2859.183594
	Iteration 0F: 2 clusters Score -1.240797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 50967 members 
Entering Unmasked Estep 
Score: -12339893.000000 Penalty: 5718.367188
	Iteration 0F: 3 clusters Score -1.233989e+07 nChanged 48210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -12367384.000000 Penalty: 5718.367188
	Iteration 1F: 3 clusters Score -1.236738e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47971 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -12368137.000000 Penalty: 5718.367188
	Iteration 2Q: 3 clusters Score -1.236814e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -12368945.000000 Penalty: 5718.367188
	Iteration 3Q: 3 clusters Score -1.236894e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 57092 members 
Entering Unmasked Estep 
Score: -12370120.000000 Penalty: 5718.367188
	Iteration 4Q: 3 clusters Score -1.237012e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 60193 members 
Entering Unmasked Estep 
Score: -12371979.000000 Penalty: 5718.367188
	Iteration 5Q: 3 clusters Score -1.237198e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -12375026.000000 Penalty: 5718.367188
	Iteration 6F: 3 clusters Score -1.237503e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 70419 members 
Entering Unmasked Estep 
Score: -12379469.000000 Penalty: 5718.367188
	Iteration 7F: 3 clusters Score -1.237947e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 77457 members 
Entering Unmasked Estep 
Score: -12385689.000000 Penalty: 5718.367188
	Iteration 8F: 3 clusters Score -1.238569e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 84838 members 
Entering Unmasked Estep 
Score: -12392594.000000 Penalty: 5718.367188
	Iteration 9F: 3 clusters Score -1.239259e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 90397 members 
Entering Unmasked Estep 
Score: -12398219.000000 Penalty: 5718.367188
	Iteration 10F: 3 clusters Score -1.239822e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 93758 members 
Entering Unmasked Estep 
Score: -12401833.000000 Penalty: 5718.367188
	Iteration 11Q: 3 clusters Score -1.240183e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 95408 members 
Entering Unmasked Estep 
Score: -12403919.000000 Penalty: 5718.367188
	Iteration 12Q: 3 clusters Score -1.240392e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 96134 members 
Entering Unmasked Estep 
Score: -12404962.000000 Penalty: 5718.367188
	Iteration 13Q: 3 clusters Score -1.240496e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 96463 members 
Entering Unmasked Estep 
Score: -12405424.000000 Penalty: 5718.367188
	Iteration 14Q: 3 clusters Score -1.240542e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 96680 members 
Entering Unmasked Estep 
Score: -12405703.000000 Penalty: 5718.367188
	Iteration 15Q: 3 clusters Score -1.24057e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 96799 members 
Entering Unmasked Estep 
Score: -12405809.000000 Penalty: 5718.367188
	Iteration 16Q: 3 clusters Score -1.240581e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 96890 members 
Entering Unmasked Estep 
Score: -12405917.000000 Penalty: 5718.367188
	Iteration 17Q: 3 clusters Score -1.240592e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 96962 members 
Entering Unmasked Estep 
Score: -12405938.000000 Penalty: 5718.367188
	Iteration 18Q: 3 clusters Score -1.240594e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 97028 members 
Entering Unmasked Estep 
Score: -12405968.000000 Penalty: 5718.367188
	Iteration 19Q: 3 clusters Score -1.240597e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 97079 members 
Entering Unmasked Estep 
Score: -12405973.000000 Penalty: 5718.367188
	Iteration 20F: 3 clusters Score -1.240597e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 97127 members 
Entering Unmasked Estep 
Score: -12405977.000000 Penalty: 5718.367188
	Iteration 21Q: 3 clusters Score -1.240598e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 97176 members 
Entering Unmasked Estep 
Score: -12405979.000000 Penalty: 5718.367188
	Iteration 22Q: 3 clusters Score -1.240598e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 97218 members 
Entering Unmasked Estep 
Score: -12405989.000000 Penalty: 5718.367188
	Iteration 23Q: 3 clusters Score -1.240599e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 97246 members 
Entering Unmasked Estep 
Score: -12406001.000000 Penalty: 5718.367188
	Iteration 24Q: 3 clusters Score -1.2406e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 97269 members 
Entering Unmasked Estep 
Score: -12406000.000000 Penalty: 5718.367188
	Iteration 25Q: 3 clusters Score -1.2406e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 97293 members 
Entering Unmasked Estep 
Score: -12406019.000000 Penalty: 5718.367188
	Iteration 26Q: 3 clusters Score -1.240602e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 97309 members 
Entering Unmasked Estep 
Score: -12406013.000000 Penalty: 5718.367188
	Iteration 27Q: 3 clusters Score -1.240601e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 97325 members 
Entering Unmasked Estep 
Score: -12406024.000000 Penalty: 5718.367188
	Iteration 28Q: 3 clusters Score -1.240602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 97334 members 
Entering Unmasked Estep 
Score: -12406013.000000 Penalty: 5718.367188
	Iteration 29Q: 3 clusters Score -1.240601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 97339 members 
Entering Unmasked Estep 
Score: -12406021.000000 Penalty: 5718.367188
	Iteration 30Q: 3 clusters Score -1.240602e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 97349 members 
Entering Unmasked Estep 
Score: -12406022.000000 Penalty: 5718.367188
	Iteration 31Q: 3 clusters Score -1.240602e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 97365 members 
Entering Unmasked Estep 
Score: -12406026.000000 Penalty: 5718.367188
	Iteration 32Q: 3 clusters Score -1.240603e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 97377 members 
Entering Unmasked Estep 
Score: -12406051.000000 Penalty: 5718.367188
	Iteration 33Q: 3 clusters Score -1.240605e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 97387 members 
Entering Unmasked Estep 
Score: -12406052.000000 Penalty: 5718.367188
	Iteration 34Q: 3 clusters Score -1.240605e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 97396 members 
Entering Unmasked Estep 
Score: -12406040.000000 Penalty: 5718.367188
	Iteration 35Q: 3 clusters Score -1.240604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 97404 members 
Entering Unmasked Estep 
Score: -12406039.000000 Penalty: 5718.367188
	Iteration 36Q: 3 clusters Score -1.240604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 97409 members 
Entering Unmasked Estep 
Score: -12406049.000000 Penalty: 5718.367188
	Iteration 37Q: 3 clusters Score -1.240605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 97411 members 
Entering Unmasked Estep 
Score: -12406043.000000 Penalty: 5718.367188
	Iteration 38Q: 3 clusters Score -1.240604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 97414 members 
Entering Unmasked Estep 
Score: -12406040.000000 Penalty: 5718.367188
	Iteration 39Q: 3 clusters Score -1.240604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 97417 members 
Entering Unmasked Estep 
Score: -12406035.000000 Penalty: 5718.367188
	Iteration 40F: 3 clusters Score -1.240604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 97419 members 
Entering Unmasked Estep 
Score: -12406034.000000 Penalty: 5718.367188
	Iteration 41Q: 3 clusters Score -1.240603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 97424 members 
Entering Unmasked Estep 
Score: -12406043.000000 Penalty: 5718.367188
	Iteration 42Q: 3 clusters Score -1.240604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 97424 members 
Entering Unmasked Estep 
Score: -12406045.000000 Penalty: 5718.367188
	Iteration 43Q: 3 clusters Score -1.240604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 97426 members 
Entering Unmasked Estep 
Score: -12406050.000000 Penalty: 5718.367188
	Iteration 44Q: 3 clusters Score -1.240605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 97429 members 
Entering Unmasked Estep 
Score: -12406050.000000 Penalty: 5718.367188
	Iteration 45Q: 3 clusters Score -1.240605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 97432 members 
Entering Unmasked Estep 
Score: -12406056.000000 Penalty: 5718.367188
	Iteration 46Q: 3 clusters Score -1.240606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 97434 members 
Entering Unmasked Estep 
Score: -12406058.000000 Penalty: 5718.367188
	Iteration 47Q: 3 clusters Score -1.240606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 97434 members 
Entering Unmasked Estep 
Score: -12406058.000000 Penalty: 5718.367188
	Iteration 48F: 3 clusters Score -1.240606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Entering Unmasked Estep 
Score: -3260519.750000 Penalty: 2526.751953
	Iteration 0F: 2 clusters Score -3260520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -3242183.250000 Penalty: 5053.503906
	Iteration 0F: 3 clusters Score -3242183 nChanged 11822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -3248468.750000 Penalty: 5053.503906
	Iteration 1F: 3 clusters Score -3248469 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -3248918.750000 Penalty: 5053.503906
	Iteration 2Q: 3 clusters Score -3248919 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3249299.000000 Penalty: 5053.503906
	Iteration 3Q: 3 clusters Score -3249299 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -3249661.500000 Penalty: 5053.503906
	Iteration 4Q: 3 clusters Score -3249662 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -3250035.500000 Penalty: 5053.503906
	Iteration 5Q: 3 clusters Score -3250036 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -3250477.750000 Penalty: 5053.503906
	Iteration 6Q: 3 clusters Score -3250478 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -3250998.500000 Penalty: 5053.503906
	Iteration 7Q: 3 clusters Score -3250998 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -3251569.500000 Penalty: 5053.503906
	Iteration 8Q: 3 clusters Score -3251570 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -3252181.500000 Penalty: 5053.503906
	Iteration 9Q: 3 clusters Score -3252182 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -3252815.250000 Penalty: 5053.503906
	Iteration 10Q: 3 clusters Score -3252815 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -3253478.500000 Penalty: 5053.503906
	Iteration 11Q: 3 clusters Score -3253478 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -3254183.250000 Penalty: 5053.503906
	Iteration 12Q: 3 clusters Score -3254183 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -3254790.000000 Penalty: 5053.503906
	Iteration 13Q: 3 clusters Score -3254790 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -3255230.500000 Penalty: 5053.503906
	Iteration 14Q: 3 clusters Score -3255230 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -3255489.250000 Penalty: 5053.503906
	Iteration 15Q: 3 clusters Score -3255489 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -3255639.000000 Penalty: 5053.503906
	Iteration 16Q: 3 clusters Score -3255639 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -3255752.250000 Penalty: 5053.503906
	Iteration 17Q: 3 clusters Score -3255752 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -3255808.000000 Penalty: 5053.503906
	Iteration 18Q: 3 clusters Score -3255808 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -3255846.000000 Penalty: 5053.503906
	Iteration 19Q: 3 clusters Score -3255846 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -3255889.500000 Penalty: 5053.503906
	Iteration 20F: 3 clusters Score -3255890 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -3255919.500000 Penalty: 5053.503906
	Iteration 21Q: 3 clusters Score -3255920 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -3255958.500000 Penalty: 5053.503906
	Iteration 22Q: 3 clusters Score -3255958 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -3255967.250000 Penalty: 5053.503906
	Iteration 23Q: 3 clusters Score -3255967 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -3255977.500000 Penalty: 5053.503906
	Iteration 24Q: 3 clusters Score -3255978 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -3256001.500000 Penalty: 5053.503906
	Iteration 25Q: 3 clusters Score -3256002 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -3256023.500000 Penalty: 5053.503906
	Iteration 26Q: 3 clusters Score -3256024 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -3256044.500000 Penalty: 5053.503906
	Iteration 27Q: 3 clusters Score -3256044 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -3256063.750000 Penalty: 5053.503906
	Iteration 28Q: 3 clusters Score -3256064 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -3256070.500000 Penalty: 5053.503906
	Iteration 29Q: 3 clusters Score -3256070 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -3256072.500000 Penalty: 5053.503906
	Iteration 30Q: 3 clusters Score -3256072 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -3256072.250000 Penalty: 5053.503906
	Iteration 31Q: 3 clusters Score -3256072 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -3256086.000000 Penalty: 5053.503906
	Iteration 32Q: 3 clusters Score -3256086 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -3256087.750000 Penalty: 5053.503906
	Iteration 33Q: 3 clusters Score -3256088 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -3256079.250000 Penalty: 5053.503906
	Iteration 34Q: 3 clusters Score -3256079 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -3256097.250000 Penalty: 5053.503906
	Iteration 35Q: 3 clusters Score -3256097 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -3256106.250000 Penalty: 5053.503906
	Iteration 36Q: 3 clusters Score -3256106 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -3256111.500000 Penalty: 5053.503906
	Iteration 37Q: 3 clusters Score -3256112 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -3256125.000000 Penalty: 5053.503906
	Iteration 38Q: 3 clusters Score -3256125 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -3256131.250000 Penalty: 5053.503906
	Iteration 39Q: 3 clusters Score -3256131 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -3256135.000000 Penalty: 5053.503906
	Iteration 40F: 3 clusters Score -3256135 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -3256141.750000 Penalty: 5053.503906
	Iteration 41Q: 3 clusters Score -3256142 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -3256157.250000 Penalty: 5053.503906
	Iteration 42Q: 3 clusters Score -3256157 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -3256154.250000 Penalty: 5053.503906
	Iteration 43Q: 3 clusters Score -3256154 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -3256174.500000 Penalty: 5053.503906
	Iteration 44Q: 3 clusters Score -3256174 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -3256182.250000 Penalty: 5053.503906
	Iteration 45Q: 3 clusters Score -3256182 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -3256190.750000 Penalty: 5053.503906
	Iteration 46Q: 3 clusters Score -3256191 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -3256209.250000 Penalty: 5053.503906
	Iteration 47Q: 3 clusters Score -3256209 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -3256205.500000 Penalty: 5053.503906
	Iteration 48Q: 3 clusters Score -3256206 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -3256222.000000 Penalty: 5053.503906
	Iteration 49Q: 3 clusters Score -3256222 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -3256236.500000 Penalty: 5053.503906
	Iteration 50Q: 3 clusters Score -3256236 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -3256249.500000 Penalty: 5053.503906
	Iteration 51Q: 3 clusters Score -3256250 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -3256263.000000 Penalty: 5053.503906
	Iteration 52Q: 3 clusters Score -3256263 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -3256269.000000 Penalty: 5053.503906
	Iteration 53Q: 3 clusters Score -3256269 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -3256286.250000 Penalty: 5053.503906
	Iteration 54Q: 3 clusters Score -3256286 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -3256308.500000 Penalty: 5053.503906
	Iteration 55Q: 3 clusters Score -3256308 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -3256320.000000 Penalty: 5053.503906
	Iteration 56Q: 3 clusters Score -3256320 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -3256344.750000 Penalty: 5053.503906
	Iteration 57Q: 3 clusters Score -3256345 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -3256363.750000 Penalty: 5053.503906
	Iteration 58Q: 3 clusters Score -3256364 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -3256383.500000 Penalty: 5053.503906
	Iteration 59Q: 3 clusters Score -3256384 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -3256412.000000 Penalty: 5053.503906
	Iteration 60F: 3 clusters Score -3256412 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -3256438.500000 Penalty: 5053.503906
	Iteration 61Q: 3 clusters Score -3256438 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -3256455.750000 Penalty: 5053.503906
	Iteration 62Q: 3 clusters Score -3256456 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -3256471.000000 Penalty: 5053.503906
	Iteration 63Q: 3 clusters Score -3256471 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -3256491.500000 Penalty: 5053.503906
	Iteration 64Q: 3 clusters Score -3256492 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -3256528.000000 Penalty: 5053.503906
	Iteration 65Q: 3 clusters Score -3256528 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -3256539.000000 Penalty: 5053.503906
	Iteration 66Q: 3 clusters Score -3256539 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -3256563.000000 Penalty: 5053.503906
	Iteration 67Q: 3 clusters Score -3256563 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -3256597.250000 Penalty: 5053.503906
	Iteration 68Q: 3 clusters Score -3256597 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -3256608.500000 Penalty: 5053.503906
	Iteration 69Q: 3 clusters Score -3256608 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -3256638.000000 Penalty: 5053.503906
	Iteration 70Q: 3 clusters Score -3256638 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -3256670.000000 Penalty: 5053.503906
	Iteration 71Q: 3 clusters Score -3256670 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -3256693.000000 Penalty: 5053.503906
	Iteration 72Q: 3 clusters Score -3256693 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -3256711.500000 Penalty: 5053.503906
	Iteration 73Q: 3 clusters Score -3256712 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -3256740.000000 Penalty: 5053.503906
	Iteration 74Q: 3 clusters Score -3256740 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -3256761.000000 Penalty: 5053.503906
	Iteration 75Q: 3 clusters Score -3256761 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -3256805.500000 Penalty: 5053.503906
	Iteration 76Q: 3 clusters Score -3256806 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -3256825.250000 Penalty: 5053.503906
	Iteration 77Q: 3 clusters Score -3256825 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -3256873.500000 Penalty: 5053.503906
	Iteration 78Q: 3 clusters Score -3256874 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -3256912.750000 Penalty: 5053.503906
	Iteration 79Q: 3 clusters Score -3256913 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -3256950.750000 Penalty: 5053.503906
	Iteration 80F: 3 clusters Score -3256951 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -3256991.000000 Penalty: 5053.503906
	Iteration 81Q: 3 clusters Score -3256991 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -3257037.250000 Penalty: 5053.503906
	Iteration 82Q: 3 clusters Score -3257037 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -3257076.000000 Penalty: 5053.503906
	Iteration 83Q: 3 clusters Score -3257076 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -3257131.250000 Penalty: 5053.503906
	Iteration 84Q: 3 clusters Score -3257131 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -3257202.250000 Penalty: 5053.503906
	Iteration 85Q: 3 clusters Score -3257202 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -3257259.500000 Penalty: 5053.503906
	Iteration 86Q: 3 clusters Score -3257260 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -3257347.750000 Penalty: 5053.503906
	Iteration 87Q: 3 clusters Score -3257348 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -3257433.000000 Penalty: 5053.503906
	Iteration 88Q: 3 clusters Score -3257433 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3257532.750000 Penalty: 5053.503906
	Iteration 89Q: 3 clusters Score -3257533 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -3257615.750000 Penalty: 5053.503906
	Iteration 90Q: 3 clusters Score -3257616 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -3257698.500000 Penalty: 5053.503906
	Iteration 91Q: 3 clusters Score -3257698 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -3257795.250000 Penalty: 5053.503906
	Iteration 92Q: 3 clusters Score -3257795 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3257884.000000 Penalty: 5053.503906
	Iteration 93Q: 3 clusters Score -3257884 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3257961.000000 Penalty: 5053.503906
	Iteration 94Q: 3 clusters Score -3257961 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3258054.500000 Penalty: 5053.503906
	Iteration 95Q: 3 clusters Score -3258054 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3258116.250000 Penalty: 5053.503906
	Iteration 96Q: 3 clusters Score -3258116 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3258148.750000 Penalty: 5053.503906
	Iteration 97Q: 3 clusters Score -3258149 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3258206.000000 Penalty: 5053.503906
	Iteration 98Q: 3 clusters Score -3258206 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3258249.000000 Penalty: 5053.503906
	Iteration 99Q: 3 clusters Score -3258249 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3258304.750000 Penalty: 5053.503906
	Iteration 100F: 3 clusters Score -3258305 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3258352.750000 Penalty: 5053.503906
	Iteration 101Q: 3 clusters Score -3258353 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3258397.000000 Penalty: 5053.503906
	Iteration 102Q: 3 clusters Score -3258397 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3258427.000000 Penalty: 5053.503906
	Iteration 103Q: 3 clusters Score -3258427 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3258449.250000 Penalty: 5053.503906
	Iteration 104Q: 3 clusters Score -3258449 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3258462.250000 Penalty: 5053.503906
	Iteration 105Q: 3 clusters Score -3258462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3258483.750000 Penalty: 5053.503906
	Iteration 106Q: 3 clusters Score -3258484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3258500.000000 Penalty: 5053.503906
	Iteration 107Q: 3 clusters Score -3258500 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3258521.750000 Penalty: 5053.503906
	Iteration 108Q: 3 clusters Score -3258522 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3258528.250000 Penalty: 5053.503906
	Iteration 109Q: 3 clusters Score -3258528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3258537.500000 Penalty: 5053.503906
	Iteration 110Q: 3 clusters Score -3258538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3258548.250000 Penalty: 5053.503906
	Iteration 111Q: 3 clusters Score -3258548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3258557.500000 Penalty: 5053.503906
	Iteration 112Q: 3 clusters Score -3258558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3258567.750000 Penalty: 5053.503906
	Iteration 113Q: 3 clusters Score -3258568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3258568.250000 Penalty: 5053.503906
	Iteration 114Q: 3 clusters Score -3258568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3258566.250000 Penalty: 5053.503906
	Iteration 115Q: 3 clusters Score -3258566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3258569.000000 Penalty: 5053.503906
	Iteration 116Q: 3 clusters Score -3258569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3258572.500000 Penalty: 5053.503906
	Iteration 117Q: 3 clusters Score -3258572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3258576.750000 Penalty: 5053.503906
	Iteration 118Q: 3 clusters Score -3258577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3258585.250000 Penalty: 5053.503906
	Iteration 119Q: 3 clusters Score -3258585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3258584.750000 Penalty: 5053.503906
	Iteration 120F: 3 clusters Score -3258585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3258587.000000 Penalty: 5053.503906
	Iteration 121Q: 3 clusters Score -3258587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3258587.000000 Penalty: 5053.503906
	Iteration 122Q: 3 clusters Score -3258587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3258587.000000 Penalty: 5053.503906
	Iteration 123F: 3 clusters Score -3258587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Entering Unmasked Estep 
Score: -3788842.500000 Penalty: 2581.179688
	Iteration 0F: 2 clusters Score -3788842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -3766302.500000 Penalty: 5162.359375
	Iteration 0F: 3 clusters Score -3766302 nChanged 14946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -3774673.000000 Penalty: 5162.359375
	Iteration 1F: 3 clusters Score -3774673 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -3775368.750000 Penalty: 5162.359375
	Iteration 2F: 3 clusters Score -3775369 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -3776176.750000 Penalty: 5162.359375
	Iteration 3F: 3 clusters Score -3776177 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -3777068.750000 Penalty: 5162.359375
	Iteration 4F: 3 clusters Score -3777069 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -3778081.750000 Penalty: 5162.359375
	Iteration 5F: 3 clusters Score -3778082 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -3779154.000000 Penalty: 5162.359375
	Iteration 6F: 3 clusters Score -3779154 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -3780216.500000 Penalty: 5162.359375
	Iteration 7F: 3 clusters Score -3780216 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -3781102.750000 Penalty: 5162.359375
	Iteration 8Q: 3 clusters Score -3781103 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -3781792.000000 Penalty: 5162.359375
	Iteration 9Q: 3 clusters Score -3781792 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -3782284.250000 Penalty: 5162.359375
	Iteration 10Q: 3 clusters Score -3782284 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -3782708.000000 Penalty: 5162.359375
	Iteration 11Q: 3 clusters Score -3782708 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -3783064.750000 Penalty: 5162.359375
	Iteration 12Q: 3 clusters Score -3783065 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -3783401.000000 Penalty: 5162.359375
	Iteration 13Q: 3 clusters Score -3783401 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -3783682.750000 Penalty: 5162.359375
	Iteration 14Q: 3 clusters Score -3783683 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -3783962.500000 Penalty: 5162.359375
	Iteration 15Q: 3 clusters Score -3783962 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -3784195.000000 Penalty: 5162.359375
	Iteration 16Q: 3 clusters Score -3784195 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -3784376.250000 Penalty: 5162.359375
	Iteration 17Q: 3 clusters Score -3784376 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -3784561.250000 Penalty: 5162.359375
	Iteration 18Q: 3 clusters Score -3784561 nChanged 460
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3784730 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -3784908.250000 Penalty: 5162.359375
	Iteration 20F: 3 clusters Score -3784908 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3785074 nChanged 387
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3785242 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -3785361.750000 Penalty: 5162.359375
	Iteration 23Q: 3 clusters Score -3785362 nChanged 344
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3785476 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3785598 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3785720 nChanged 301
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3785818 nChanged 290
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3785928 nChanged 271
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Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3786028 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3786147 nChanged 292
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3786285 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -3786417.250000 Penalty: 5162.359375
	Iteration 32Q: 3 clusters Score -3786417 nChanged 245
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -3786515.000000 Penalty: 5162.359375
	Iteration 33Q: 3 clusters Score -3786515 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3786615 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -3786699.500000 Penalty: 5162.359375
	Iteration 35Q: 3 clusters Score -3786700 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -3786797.000000 Penalty: 5162.359375
	Iteration 36Q: 3 clusters Score -3786797 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3786875 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3786936 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3786994.250000 Penalty: 5162.359375
	Iteration 39Q: 3 clusters Score -3786994 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -3787041.000000 Penalty: 5162.359375
	Iteration 40F: 3 clusters Score -3787041 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3787057.500000 Penalty: 5162.359375
	Iteration 41Q: 3 clusters Score -3787058 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3787101 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3787147.250000 Penalty: 5162.359375
	Iteration 43Q: 3 clusters Score -3787147 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3787162.000000 Penalty: 5162.359375
	Iteration 44Q: 3 clusters Score -3787162 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3787175.000000 Penalty: 5162.359375
	Iteration 45Q: 3 clusters Score -3787175 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3787193.250000 Penalty: 5162.359375
	Iteration 46Q: 3 clusters Score -3787193 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3787205.000000 Penalty: 5162.359375
	Iteration 47Q: 3 clusters Score -3787205 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3787221.250000 Penalty: 5162.359375
	Iteration 48Q: 3 clusters Score -3787221 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3787227.250000 Penalty: 5162.359375
	Iteration 49Q: 3 clusters Score -3787227 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3787230.750000 Penalty: 5162.359375
	Iteration 50Q: 3 clusters Score -3787231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3787243.250000 Penalty: 5162.359375
	Iteration 51Q: 3 clusters Score -3787243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3787244.750000 Penalty: 5162.359375
	Iteration 52Q: 3 clusters Score -3787245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3787246.500000 Penalty: 5162.359375
	Iteration 53Q: 3 clusters Score -3787246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3787253.250000 Penalty: 5162.359375
	Iteration 54Q: 3 clusters Score -3787253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3787253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3787259.250000 Penalty: 5162.359375
	Iteration 56Q: 3 clusters Score -3787259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3787261.500000 Penalty: 5162.359375
	Iteration 57Q: 3 clusters Score -3787262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3787263.000000 Penalty: 5162.359375
	Iteration 58Q: 3 clusters Score -3787263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3787274.250000 Penalty: 5162.359375
	Iteration 59Q: 3 clusters Score -3787274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3787270.000000 Penalty: 5162.359375
	Iteration 60F: 3 clusters Score -3787270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3787268.750000 Penalty: 5162.359375
	Iteration 61Q: 3 clusters Score -3787269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3787268.000000 Penalty: 5162.359375
	Iteration 62Q: 3 clusters Score -3787268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3787268.000000 Penalty: 5162.359375
	Iteration 63Q: 3 clusters Score -3787268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3787271.250000 Penalty: 5162.359375
	Iteration 64Q: 3 clusters Score -3787271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3787265.250000 Penalty: 5162.359375
	Iteration 65Q: 3 clusters Score -3787265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3787268.000000 Penalty: 5162.359375
	Iteration 66Q: 3 clusters Score -3787268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3787265.750000 Penalty: 5162.359375
	Iteration 67Q: 3 clusters Score -3787266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3787271.500000 Penalty: 5162.359375
	Iteration 68Q: 3 clusters Score -3787272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3787272.250000 Penalty: 5162.359375
	Iteration 69Q: 3 clusters Score -3787272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3787272.750000 Penalty: 5162.359375
	Iteration 70Q: 3 clusters Score -3787273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3787265.750000 Penalty: 5162.359375
	Iteration 71Q: 3 clusters Score -3787266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3787271.500000 Penalty: 5162.359375
	Iteration 72Q: 3 clusters Score -3787272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3787273.500000 Penalty: 5162.359375
	Iteration 73Q: 3 clusters Score -3787274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3787274.500000 Penalty: 5162.359375
	Iteration 74Q: 3 clusters Score -3787274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3787278.000000 Penalty: 5162.359375
	Iteration 75Q: 3 clusters Score -3787278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3787274.250000 Penalty: 5162.359375
	Iteration 76Q: 3 clusters Score -3787274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3787275.250000 Penalty: 5162.359375
	Iteration 77Q: 3 clusters Score -3787275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3787281.000000 Penalty: 5162.359375
	Iteration 78Q: 3 clusters Score -3787281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3787281.000000 Penalty: 5162.359375
	Iteration 79Q: 3 clusters Score -3787281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3787281.250000 Penalty: 5162.359375
	Iteration 80F: 3 clusters Score -3787281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3787284.000000 Penalty: 5162.359375
	Iteration 81Q: 3 clusters Score -3787284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3787280.000000 Penalty: 5162.359375
	Iteration 82Q: 3 clusters Score -3787280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3787281.250000 Penalty: 5162.359375
	Iteration 83Q: 3 clusters Score -3787281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3787285.000000 Penalty: 5162.359375
	Iteration 84Q: 3 clusters Score -3787285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3787287.750000 Penalty: 5162.359375
	Iteration 85Q: 3 clusters Score -3787288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3787297.750000 Penalty: 5162.359375
	Iteration 86Q: 3 clusters Score -3787298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3787291.500000 Penalty: 5162.359375
	Iteration 87Q: 3 clusters Score -3787292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3787290.750000 Penalty: 5162.359375
	Iteration 88Q: 3 clusters Score -3787291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3787291.750000 Penalty: 5162.359375
	Iteration 89Q: 3 clusters Score -3787292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3787290.000000 Penalty: 5162.359375
	Iteration 90Q: 3 clusters Score -3787290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3787291.750000 Penalty: 5162.359375
	Iteration 91Q: 3 clusters Score -3787292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3787296.000000 Penalty: 5162.359375
	Iteration 92Q: 3 clusters Score -3787296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3787298.500000 Penalty: 5162.359375
	Iteration 93Q: 3 clusters Score -3787298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3787301.000000 Penalty: 5162.359375
	Iteration 94Q: 3 clusters Score -3787301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3787308.500000 Penalty: 5162.359375
	Iteration 95Q: 3 clusters Score -3787308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3787313.250000 Penalty: 5162.359375
	Iteration 96Q: 3 clusters Score -3787313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3787311.000000 Penalty: 5162.359375
	Iteration 97Q: 3 clusters Score -3787311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3787311.250000 Penalty: 5162.359375
	Iteration 98Q: 3 clusters Score -3787311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3787307.750000 Penalty: 5162.359375
	Iteration 99Q: 3 clusters Score -3787308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3787311.250000 Penalty: 5162.359375
	Iteration 100F: 3 clusters Score -3787311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3787311.250000 Penalty: 5162.359375
	Iteration 101Q: 3 clusters Score -3787311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3787308.250000 Penalty: 5162.359375
	Iteration 102Q: 3 clusters Score -3787308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3787312.000000 Penalty: 5162.359375
	Iteration 103Q: 3 clusters Score -3787312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3787319.250000 Penalty: 5162.359375
	Iteration 104Q: 3 clusters Score -3787319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3787321.500000 Penalty: 5162.359375
	Iteration 105Q: 3 clusters Score -3787322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3787320.250000 Penalty: 5162.359375
	Iteration 106Q: 3 clusters Score -3787320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3787322.000000 Penalty: 5162.359375
	Iteration 107Q: 3 clusters Score -3787322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3787320.000000 Penalty: 5162.359375
	Iteration 108Q: 3 clusters Score -3787320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3787320.000000 Penalty: 5162.359375
	Iteration 109F: 3 clusters Score -3787320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -46260.820312 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -46260.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44837.957031 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -44837.96 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45077.304688 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -45077.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45205.128906 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -45205.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -45292.875000 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -45292.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45348.183594 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -45348.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45391.191406 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -45391.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -45453.089844 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -45453.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45504.824219 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -45504.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45569.851562 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -45569.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -45602.542969 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -45602.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -45621.820312 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -45621.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45647.773438 Penalty: 3035.667480
	Iteration 11Q: 3 clusters Score -45647.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -45673.132812 Penalty: 3035.667480
	Iteration 12Q: 3 clusters Score -45673.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -45722.203125 Penalty: 3035.667480
	Iteration 13Q: 3 clusters Score -45722.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -45768.390625 Penalty: 3035.667480
	Iteration 14Q: 3 clusters Score -45768.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45794.843750 Penalty: 3035.667480
	Iteration 15Q: 3 clusters Score -45794.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45820.691406 Penalty: 3035.667480
	Iteration 16Q: 3 clusters Score -45820.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -45833.367188 Penalty: 3035.667480
	Iteration 17Q: 3 clusters Score -45833.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -45843.031250 Penalty: 3035.667480
	Iteration 18Q: 3 clusters Score -45843.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -45844.683594 Penalty: 3035.667480
	Iteration 19Q: 3 clusters Score -45844.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -45847.156250 Penalty: 3035.667480
	Iteration 20F: 3 clusters Score -45847.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -45864.546875 Penalty: 3035.667480
	Iteration 21Q: 3 clusters Score -45864.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -45893.132812 Penalty: 3035.667480
	Iteration 22Q: 3 clusters Score -45893.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45967.953125 Penalty: 3035.667480
	Iteration 23Q: 3 clusters Score -45967.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46079.488281 Penalty: 3035.667480
	Iteration 24Q: 3 clusters Score -46079.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -46127.593750 Penalty: 3035.667480
	Iteration 25Q: 3 clusters Score -46127.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -46159.355469 Penalty: 3035.667480
	Iteration 26Q: 3 clusters Score -46159.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -46210.398438 Penalty: 3035.667480
	Iteration 27Q: 3 clusters Score -46210.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46274.250000 Penalty: 3035.667480
	Iteration 28Q: 3 clusters Score -46274.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46457.582031 Penalty: 3035.667480
	Iteration 29Q: 3 clusters Score -46457.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -46498.656250 Penalty: 3035.667480
	Iteration 30Q: 3 clusters Score -46498.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -46514.125000 Penalty: 3035.667480
	Iteration 31Q: 3 clusters Score -46514.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -46522.656250 Penalty: 3035.667480
	Iteration 32Q: 3 clusters Score -46522.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -46522.656250 Penalty: 3035.667480
	Iteration 33F: 3 clusters Score -46522.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103529 members 
Mstep: Class 2 contains 67932 members 
Mstep: Class 3 contains 17147 members 
Mstep: Class 4 contains 30767 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 8762 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18972 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7454 members 
Mstep: Class 12 contains 195414 members 
Mstep: Class 13 contains 10295 members 
Mstep: Class 14 contains 101617 members 
Mstep: Class 15 contains 26596 members 
Mstep: Class 16 contains 33123 members 
Mstep: Class 17 contains 153 members 
Mstep: Class 18 contains 126227 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10080 members 
Mstep: Class 21 contains 228933 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18219 members 
Mstep: Class 24 contains 153216 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31712 members 
Mstep: Class 30 contains 302 members 
Entering Unmasked Estep 
Score: -158466240.000000 Penalty: 104923.953125
Splitting cluster 17 changes total score from -158468032.000000 to -158466240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (126227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126227 members 
Entering Unmasked Estep 
Score: -15430741.000000 Penalty: 2912.967529
	Iteration 0F: 2 clusters Score -1.543074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63246 members 
Mstep: Class 2 contains 62981 members 
Entering Unmasked Estep 
Score: -15346693.000000 Penalty: 5825.935059
	Iteration 0F: 3 clusters Score -1.534669e+07 nChanged 60341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Mstep: Class 2 contains 61796 members 
Entering Unmasked Estep 
Score: -15382614.000000 Penalty: 5825.935059
	Iteration 1F: 3 clusters Score -1.538261e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65655 members 
Mstep: Class 2 contains 60572 members 
Entering Unmasked Estep 
Score: -15384814.000000 Penalty: 5825.935059
	Iteration 2Q: 3 clusters Score -1.538481e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67699 members 
Mstep: Class 2 contains 58528 members 
Entering Unmasked Estep 
Score: -15387951.000000 Penalty: 5825.935059
	Iteration 3F: 3 clusters Score -1.538795e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71034 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -15391983.000000 Penalty: 5825.935059
	Iteration 4F: 3 clusters Score -1.539198e+07 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75504 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -15396747.000000 Penalty: 5825.935059
	Iteration 5F: 3 clusters Score -1.539675e+07 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80661 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -15401661.000000 Penalty: 5825.935059
	Iteration 6F: 3 clusters Score -1.540166e+07 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85797 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -15405740.000000 Penalty: 5825.935059
	Iteration 7F: 3 clusters Score -1.540574e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90601 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -15409317.000000 Penalty: 5825.935059
	Iteration 8Q: 3 clusters Score -1.540932e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95180 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -15412447.000000 Penalty: 5825.935059
	Iteration 9Q: 3 clusters Score -1.541245e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99418 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -15415362.000000 Penalty: 5825.935059
	Iteration 10Q: 3 clusters Score -1.541536e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103287 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -15417892.000000 Penalty: 5825.935059
	Iteration 11Q: 3 clusters Score -1.541789e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106599 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -15419940.000000 Penalty: 5825.935059
	Iteration 12Q: 3 clusters Score -1.541994e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109572 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -15421671.000000 Penalty: 5825.935059
	Iteration 13Q: 3 clusters Score -1.542167e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112133 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -15423107.000000 Penalty: 5825.935059
	Iteration 14Q: 3 clusters Score -1.542311e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114306 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -15424341.000000 Penalty: 5825.935059
	Iteration 15Q: 3 clusters Score -1.542434e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116175 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -15425366.000000 Penalty: 5825.935059
	Iteration 16Q: 3 clusters Score -1.542537e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117721 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -15426301.000000 Penalty: 5825.935059
	Iteration 17Q: 3 clusters Score -1.54263e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118980 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -15427068.000000 Penalty: 5825.935059
	Iteration 18Q: 3 clusters Score -1.542707e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119997 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -15427610.000000 Penalty: 5825.935059
	Iteration 19Q: 3 clusters Score -1.542761e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120714 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -15428070.000000 Penalty: 5825.935059
	Iteration 20F: 3 clusters Score -1.542807e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121280 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -15428464.000000 Penalty: 5825.935059
	Iteration 21Q: 3 clusters Score -1.542846e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121742 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -15428780.000000 Penalty: 5825.935059
	Iteration 22Q: 3 clusters Score -1.542878e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122083 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -15429051.000000 Penalty: 5825.935059
	Iteration 23Q: 3 clusters Score -1.542905e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122382 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -15429331.000000 Penalty: 5825.935059
	Iteration 24Q: 3 clusters Score -1.542933e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122583 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -15429528.000000 Penalty: 5825.935059
	Iteration 25Q: 3 clusters Score -1.542953e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122734 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -15429727.000000 Penalty: 5825.935059
	Iteration 26Q: 3 clusters Score -1.542973e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122825 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -15429896.000000 Penalty: 5825.935059
	Iteration 27Q: 3 clusters Score -1.54299e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122869 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -15429977.000000 Penalty: 5825.935059
	Iteration 28Q: 3 clusters Score -1.542998e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122924 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -15430007.000000 Penalty: 5825.935059
	Iteration 29Q: 3 clusters Score -1.543001e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122951 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -15430044.000000 Penalty: 5825.935059
	Iteration 30Q: 3 clusters Score -1.543004e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122971 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -15430094.000000 Penalty: 5825.935059
	Iteration 31Q: 3 clusters Score -1.543009e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122989 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -15430114.000000 Penalty: 5825.935059
	Iteration 32Q: 3 clusters Score -1.543011e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123010 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -15430156.000000 Penalty: 5825.935059
	Iteration 33Q: 3 clusters Score -1.543016e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123035 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -15430165.000000 Penalty: 5825.935059
	Iteration 34Q: 3 clusters Score -1.543016e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123053 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -15430173.000000 Penalty: 5825.935059
	Iteration 35Q: 3 clusters Score -1.543017e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123059 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -15430177.000000 Penalty: 5825.935059
	Iteration 36Q: 3 clusters Score -1.543018e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123058 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -15430194.000000 Penalty: 5825.935059
	Iteration 37Q: 3 clusters Score -1.543019e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123065 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -15430202.000000 Penalty: 5825.935059
	Iteration 38Q: 3 clusters Score -1.54302e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123077 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -15430207.000000 Penalty: 5825.935059
	Iteration 39Q: 3 clusters Score -1.543021e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123083 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -15430196.000000 Penalty: 5825.935059
	Iteration 40F: 3 clusters Score -1.54302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123092 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -15430193.000000 Penalty: 5825.935059
	Iteration 41Q: 3 clusters Score -1.543019e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123103 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -15430209.000000 Penalty: 5825.935059
	Iteration 42Q: 3 clusters Score -1.543021e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123108 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -15430237.000000 Penalty: 5825.935059
	Iteration 43Q: 3 clusters Score -1.543024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123108 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -15430240.000000 Penalty: 5825.935059
	Iteration 44Q: 3 clusters Score -1.543024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123108 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -15430233.000000 Penalty: 5825.935059
	Iteration 45Q: 3 clusters Score -1.543023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123108 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -15430233.000000 Penalty: 5825.935059
	Iteration 46Q: 3 clusters Score -1.543023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123107 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -15430230.000000 Penalty: 5825.935059
	Iteration 47Q: 3 clusters Score -1.543023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123107 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -15430230.000000 Penalty: 5825.935059
	Iteration 48F: 3 clusters Score -1.543023e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Entering Unmasked Estep 
Score: -2488634.250000 Penalty: 2461.983154
	Iteration 0F: 2 clusters Score -2488634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2474240.250000 Penalty: 4923.966309
	Iteration 0F: 3 clusters Score -2474240 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -2481313 nChanged 1025
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Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2481822 nChanged 935
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Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -2482277 nChanged 867
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Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2483575 nChanged 535
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Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2484204 nChanged 258
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Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2484259 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2484324 nChanged 114
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Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2484346 nChanged 94
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Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2484356.750000 Penalty: 4923.966309
	Iteration 20F: 3 clusters Score -2484357 nChanged 79
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Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2484365 nChanged 71
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Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2484378 nChanged 74
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Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2484384 nChanged 70
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Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2484389 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2484406 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2484420 nChanged 65
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Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2484418 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2484428 nChanged 69
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Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2484441 nChanged 66
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Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2484451 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2484461 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2484468 nChanged 56
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Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2484479 nChanged 64
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Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2484482 nChanged 61
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Mstep: Class 1 contains 11822 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2484497 nChanged 65
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Mstep: Class 1 contains 11879 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2484502 nChanged 66
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Mstep: Class 1 contains 11931 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2484513 nChanged 69
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Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2484518 nChanged 75
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Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2484535 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2484538 nChanged 76
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Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2484559 nChanged 77
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Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2484563 nChanged 72
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Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2484568 nChanged 78
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Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2484576 nChanged 73
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Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 8000 members 
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	Iteration 45Q: 3 clusters Score -2484590 nChanged 73
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Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 7931 members 
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	Iteration 46Q: 3 clusters Score -2484601 nChanged 67
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Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 7866 members 
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	Iteration 47Q: 3 clusters Score -2484619 nChanged 73
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Mstep: Class 1 contains 12686 members 
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	Iteration 48Q: 3 clusters Score -2484633 nChanged 64
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Mstep: Class 1 contains 12750 members 
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	Iteration 49Q: 3 clusters Score -2484647 nChanged 72
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Mstep: Class 1 contains 12818 members 
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	Iteration 50Q: 3 clusters Score -2484652 nChanged 89
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Mstep: Class 1 contains 12905 members 
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	Iteration 51Q: 3 clusters Score -2484663 nChanged 98
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Mstep: Class 1 contains 12999 members 
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	Iteration 52Q: 3 clusters Score -2484679 nChanged 97
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Mstep: Class 1 contains 13092 members 
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	Iteration 53Q: 3 clusters Score -2484696 nChanged 109
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Mstep: Class 1 contains 13195 members 
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	Iteration 54Q: 3 clusters Score -2484719 nChanged 103
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Mstep: Class 1 contains 13294 members 
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	Iteration 55Q: 3 clusters Score -2484738 nChanged 109
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Mstep: Class 1 contains 13401 members 
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	Iteration 56Q: 3 clusters Score -2484758 nChanged 101
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	Iteration 57Q: 3 clusters Score -2484766 nChanged 119
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Mstep: Class 1 contains 13619 members 
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	Iteration 58Q: 3 clusters Score -2484798 nChanged 126
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Mstep: Class 1 contains 13745 members 
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	Iteration 59Q: 3 clusters Score -2484819 nChanged 135
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Mstep: Class 1 contains 13876 members 
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	Iteration 60F: 3 clusters Score -2484866 nChanged 143
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Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 6466 members 
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	Iteration 61Q: 3 clusters Score -2484899 nChanged 152
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Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 6314 members 
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	Iteration 62Q: 3 clusters Score -2484940 nChanged 157
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Mstep: Class 1 contains 14324 members 
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	Iteration 63Q: 3 clusters Score -2484980 nChanged 138
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Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 6021 members 
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	Iteration 64Q: 3 clusters Score -2485019 nChanged 164
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Mstep: Class 1 contains 14626 members 
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	Iteration 65Q: 3 clusters Score -2485058 nChanged 185
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	Iteration 66Q: 3 clusters Score -2485117 nChanged 196
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Mstep: Class 1 contains 15003 members 
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	Iteration 67Q: 3 clusters Score -2485181 nChanged 220
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Mstep: Class 1 contains 15223 members 
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	Iteration 68Q: 3 clusters Score -2485250 nChanged 209
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Mstep: Class 1 contains 15432 members 
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	Iteration 69Q: 3 clusters Score -2485325 nChanged 210
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Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 4841 members 
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	Iteration 70Q: 3 clusters Score -2485400 nChanged 232
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Mstep: Class 1 contains 15870 members 
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	Iteration 71Q: 3 clusters Score -2485478 nChanged 240
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Mstep: Class 1 contains 16108 members 
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	Iteration 72Q: 3 clusters Score -2485571 nChanged 227
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Mstep: Class 1 contains 16335 members 
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	Iteration 73Q: 3 clusters Score -2485656 nChanged 225
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	Iteration 74Q: 3 clusters Score -2485739 nChanged 214
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Mstep: Class 1 contains 16774 members 
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	Iteration 75Q: 3 clusters Score -2485820 nChanged 215
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Mstep: Class 1 contains 16985 members 
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	Iteration 76Q: 3 clusters Score -2485930 nChanged 193
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Mstep: Class 1 contains 17174 members 
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	Iteration 77Q: 3 clusters Score -2486012 nChanged 185
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Mstep: Class 1 contains 17359 members 
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	Iteration 78Q: 3 clusters Score -2486110 nChanged 191
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Mstep: Class 1 contains 17544 members 
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	Iteration 79Q: 3 clusters Score -2486194 nChanged 158
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Mstep: Class 1 contains 17700 members 
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	Iteration 80F: 3 clusters Score -2486274 nChanged 152
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Mstep: Class 1 contains 17850 members 
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	Iteration 81Q: 3 clusters Score -2486344 nChanged 138
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Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 2499 members 
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	Iteration 82Q: 3 clusters Score -2486402 nChanged 105
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Mstep: Class 1 contains 18087 members 
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	Iteration 83Q: 3 clusters Score -2486460 nChanged 90
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Mstep: Class 1 contains 18173 members 
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	Iteration 84Q: 3 clusters Score -2486503 nChanged 90
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Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 2220 members 
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	Iteration 85Q: 3 clusters Score -2486535 nChanged 72
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Mstep: Class 1 contains 18335 members 
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	Iteration 86Q: 3 clusters Score -2486556 nChanged 59
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Mstep: Class 1 contains 18392 members 
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	Iteration 87Q: 3 clusters Score -2486580 nChanged 46
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Mstep: Class 1 contains 18434 members 
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	Iteration 88Q: 3 clusters Score -2486595 nChanged 46
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Mstep: Class 2 contains 2007 members 
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	Iteration 89Q: 3 clusters Score -2486618 nChanged 29
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2486633 nChanged 37
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2486648 nChanged 29
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Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2486656 nChanged 25
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	Iteration 93Q: 3 clusters Score -2486658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2486666.000000 Penalty: 4923.966309
	Iteration 94Q: 3 clusters Score -2486666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2486673.750000 Penalty: 4923.966309
	Iteration 95Q: 3 clusters Score -2486674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2486676.500000 Penalty: 4923.966309
	Iteration 96Q: 3 clusters Score -2486676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2486679.750000 Penalty: 4923.966309
	Iteration 97Q: 3 clusters Score -2486680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2486690.000000 Penalty: 4923.966309
	Iteration 98Q: 3 clusters Score -2486690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2486699.250000 Penalty: 4923.966309
	Iteration 99Q: 3 clusters Score -2486699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2486709.250000 Penalty: 4923.966309
	Iteration 100F: 3 clusters Score -2486709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2486714.500000 Penalty: 4923.966309
	Iteration 101Q: 3 clusters Score -2486714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2486712.750000 Penalty: 4923.966309
	Iteration 102Q: 3 clusters Score -2486713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2486723.000000 Penalty: 4923.966309
	Iteration 103Q: 3 clusters Score -2486723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2486736.000000 Penalty: 4923.966309
	Iteration 104Q: 3 clusters Score -2486736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2486737.250000 Penalty: 4923.966309
	Iteration 105Q: 3 clusters Score -2486737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2486744.750000 Penalty: 4923.966309
	Iteration 106Q: 3 clusters Score -2486745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2486742.000000 Penalty: 4923.966309
	Iteration 107Q: 3 clusters Score -2486742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2486743.750000 Penalty: 4923.966309
	Iteration 108Q: 3 clusters Score -2486744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2486744.750000 Penalty: 4923.966309
	Iteration 109Q: 3 clusters Score -2486745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2486748.500000 Penalty: 4923.966309
	Iteration 110Q: 3 clusters Score -2486748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2486752.000000 Penalty: 4923.966309
	Iteration 111Q: 3 clusters Score -2486752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2486751.750000 Penalty: 4923.966309
	Iteration 112Q: 3 clusters Score -2486752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2486751.500000 Penalty: 4923.966309
	Iteration 113Q: 3 clusters Score -2486752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2486760.000000 Penalty: 4923.966309
	Iteration 114Q: 3 clusters Score -2486760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2486761.750000 Penalty: 4923.966309
	Iteration 115Q: 3 clusters Score -2486762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2486760.500000 Penalty: 4923.966309
	Iteration 116Q: 3 clusters Score -2486760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2486761.250000 Penalty: 4923.966309
	Iteration 117Q: 3 clusters Score -2486761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2486764.000000 Penalty: 4923.966309
	Iteration 118Q: 3 clusters Score -2486764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2486764.250000 Penalty: 4923.966309
	Iteration 119Q: 3 clusters Score -2486764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2486764.500000 Penalty: 4923.966309
	Iteration 120F: 3 clusters Score -2486764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2486764.750000 Penalty: 4923.966309
	Iteration 121Q: 3 clusters Score -2486765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2486771.250000 Penalty: 4923.966309
	Iteration 122Q: 3 clusters Score -2486771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2486779.500000 Penalty: 4923.966309
	Iteration 123Q: 3 clusters Score -2486780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2486779.750000 Penalty: 4923.966309
	Iteration 124Q: 3 clusters Score -2486780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2486784.500000 Penalty: 4923.966309
	Iteration 125Q: 3 clusters Score -2486784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2486786.500000 Penalty: 4923.966309
	Iteration 126Q: 3 clusters Score -2486786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2486782.000000 Penalty: 4923.966309
	Iteration 127Q: 3 clusters Score -2486782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2486792.250000 Penalty: 4923.966309
	Iteration 128Q: 3 clusters Score -2486792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2486798.250000 Penalty: 4923.966309
	Iteration 129Q: 3 clusters Score -2486798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2486807.750000 Penalty: 4923.966309
	Iteration 130Q: 3 clusters Score -2486808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2486804.750000 Penalty: 4923.966309
	Iteration 131Q: 3 clusters Score -2486805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2486810.000000 Penalty: 4923.966309
	Iteration 132Q: 3 clusters Score -2486810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2486810.750000 Penalty: 4923.966309
	Iteration 133Q: 3 clusters Score -2486811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2486811.500000 Penalty: 4923.966309
	Iteration 134Q: 3 clusters Score -2486812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2486809.750000 Penalty: 4923.966309
	Iteration 135Q: 3 clusters Score -2486810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2486813.000000 Penalty: 4923.966309
	Iteration 136Q: 3 clusters Score -2486813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2486813.000000 Penalty: 4923.966309
	Iteration 137Q: 3 clusters Score -2486813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2486814.250000 Penalty: 4923.966309
	Iteration 138Q: 3 clusters Score -2486814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2486814.250000 Penalty: 4923.966309
	Iteration 139F: 3 clusters Score -2486814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Entering Unmasked Estep 
Score: -1198886.625000 Penalty: 2286.140381
	Iteration 0F: 2 clusters Score -1198887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1191132.000000 Penalty: 4572.280762
	Iteration 0F: 3 clusters Score -1191132 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1193560.250000 Penalty: 4572.280762
	Iteration 1F: 3 clusters Score -1193560 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1194004.000000 Penalty: 4572.280762
	Iteration 2F: 3 clusters Score -1194004 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1194387.750000 Penalty: 4572.280762
	Iteration 3F: 3 clusters Score -1194388 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1194732.000000 Penalty: 4572.280762
	Iteration 4F: 3 clusters Score -1194732 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1195072.250000 Penalty: 4572.280762
	Iteration 5F: 3 clusters Score -1195072 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1195379.000000 Penalty: 4572.280762
	Iteration 6Q: 3 clusters Score -1195379 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1195712.625000 Penalty: 4572.280762
	Iteration 7Q: 3 clusters Score -1195713 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1196042.750000 Penalty: 4572.280762
	Iteration 8Q: 3 clusters Score -1196043 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1196351.750000 Penalty: 4572.280762
	Iteration 9Q: 3 clusters Score -1196352 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1196620.500000 Penalty: 4572.280762
	Iteration 10Q: 3 clusters Score -1196620 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1196841.500000 Penalty: 4572.280762
	Iteration 11Q: 3 clusters Score -1196842 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1197046.000000 Penalty: 4572.280762
	Iteration 12Q: 3 clusters Score -1197046 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1197208.750000 Penalty: 4572.280762
	Iteration 13Q: 3 clusters Score -1197209 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1197341.750000 Penalty: 4572.280762
	Iteration 14Q: 3 clusters Score -1197342 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1197447.625000 Penalty: 4572.280762
	Iteration 15Q: 3 clusters Score -1197448 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1197505.000000 Penalty: 4572.280762
	Iteration 16Q: 3 clusters Score -1197505 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1197547.625000 Penalty: 4572.280762
	Iteration 17Q: 3 clusters Score -1197548 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1197578.250000 Penalty: 4572.280762
	Iteration 18Q: 3 clusters Score -1197578 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1197604.750000 Penalty: 4572.280762
	Iteration 19Q: 3 clusters Score -1197605 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1197621.125000 Penalty: 4572.280762
	Iteration 20F: 3 clusters Score -1197621 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1197633.250000 Penalty: 4572.280762
	Iteration 21Q: 3 clusters Score -1197633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1197644.875000 Penalty: 4572.280762
	Iteration 22Q: 3 clusters Score -1197645 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1197651.250000 Penalty: 4572.280762
	Iteration 23Q: 3 clusters Score -1197651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1197652.250000 Penalty: 4572.280762
	Iteration 24Q: 3 clusters Score -1197652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1197657.000000 Penalty: 4572.280762
	Iteration 25Q: 3 clusters Score -1197657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1197660.250000 Penalty: 4572.280762
	Iteration 26Q: 3 clusters Score -1197660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1197663.625000 Penalty: 4572.280762
	Iteration 27Q: 3 clusters Score -1197664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1197661.625000 Penalty: 4572.280762
	Iteration 28Q: 3 clusters Score -1197662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1197665.000000 Penalty: 4572.280762
	Iteration 29Q: 3 clusters Score -1197665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1197666.750000 Penalty: 4572.280762
	Iteration 30Q: 3 clusters Score -1197667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1197670.125000 Penalty: 4572.280762
	Iteration 31Q: 3 clusters Score -1197670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1197669.500000 Penalty: 4572.280762
	Iteration 32Q: 3 clusters Score -1197670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1197670.625000 Penalty: 4572.280762
	Iteration 33Q: 3 clusters Score -1197671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1197672.250000 Penalty: 4572.280762
	Iteration 34Q: 3 clusters Score -1197672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1197668.625000 Penalty: 4572.280762
	Iteration 35Q: 3 clusters Score -1197669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1197672.250000 Penalty: 4572.280762
	Iteration 36Q: 3 clusters Score -1197672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1197672.000000 Penalty: 4572.280762
	Iteration 37Q: 3 clusters Score -1197672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1197671.500000 Penalty: 4572.280762
	Iteration 38Q: 3 clusters Score -1197672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1197676.250000 Penalty: 4572.280762
	Iteration 39Q: 3 clusters Score -1197676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1197675.375000 Penalty: 4572.280762
	Iteration 40F: 3 clusters Score -1197675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1197676.125000 Penalty: 4572.280762
	Iteration 41Q: 3 clusters Score -1197676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1197679.625000 Penalty: 4572.280762
	Iteration 42Q: 3 clusters Score -1197680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1197678.625000 Penalty: 4572.280762
	Iteration 43Q: 3 clusters Score -1197679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1197680.625000 Penalty: 4572.280762
	Iteration 44Q: 3 clusters Score -1197681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1197679.125000 Penalty: 4572.280762
	Iteration 45Q: 3 clusters Score -1197679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1197680.375000 Penalty: 4572.280762
	Iteration 46Q: 3 clusters Score -1197680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1197678.625000 Penalty: 4572.280762
	Iteration 47Q: 3 clusters Score -1197679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1197679.750000 Penalty: 4572.280762
	Iteration 48Q: 3 clusters Score -1197680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1197677.875000 Penalty: 4572.280762
	Iteration 49Q: 3 clusters Score -1197678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1197677.875000 Penalty: 4572.280762
	Iteration 50Q: 3 clusters Score -1197678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1197677.875000 Penalty: 4572.280762
	Iteration 51F: 3 clusters Score -1197678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (228933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228933 members 
Entering Unmasked Estep 
Score: -27937132.000000 Penalty: 3060.613770
	Iteration 0F: 2 clusters Score -2.793713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114754 members 
Mstep: Class 2 contains 114179 members 
Entering Unmasked Estep 
Score: -27786588.000000 Penalty: 6121.227539
	Iteration 0F: 3 clusters Score -2.778659e+07 nChanged 110544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119416 members 
Mstep: Class 2 contains 109517 members 
Entering Unmasked Estep 
Score: -27853714.000000 Penalty: 6121.227539
	Iteration 1F: 3 clusters Score -2.785371e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122410 members 
Mstep: Class 2 contains 106523 members 
Entering Unmasked Estep 
Score: -27855914.000000 Penalty: 6121.227539
	Iteration 2Q: 3 clusters Score -2.785591e+07 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126901 members 
Mstep: Class 2 contains 102032 members 
Entering Unmasked Estep 
Score: -27858682.000000 Penalty: 6121.227539
	Iteration 3Q: 3 clusters Score -2.785868e+07 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133474 members 
Mstep: Class 2 contains 95459 members 
Entering Unmasked Estep 
Score: -27862442.000000 Penalty: 6121.227539
	Iteration 4Q: 3 clusters Score -2.786244e+07 nChanged 11768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143016 members 
Mstep: Class 2 contains 85917 members 
Entering Unmasked Estep 
Score: -27868186.000000 Penalty: 6121.227539
	Iteration 5F: 3 clusters Score -2.786819e+07 nChanged 14386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156024 members 
Mstep: Class 2 contains 72909 members 
Entering Unmasked Estep 
Score: -27876618.000000 Penalty: 6121.227539
	Iteration 6F: 3 clusters Score -2.787662e+07 nChanged 16533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171827 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -27888306.000000 Penalty: 6121.227539
	Iteration 7F: 3 clusters Score -2.788831e+07 nChanged 16929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188388 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -27901128.000000 Penalty: 6121.227539
	Iteration 8F: 3 clusters Score -2.790113e+07 nChanged 14874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203146 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -27913166.000000 Penalty: 6121.227539
	Iteration 9F: 3 clusters Score -2.791317e+07 nChanged 11097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214213 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -27922556.000000 Penalty: 6121.227539
	Iteration 10Q: 3 clusters Score -2.792256e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221177 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -27928194.000000 Penalty: 6121.227539
	Iteration 11Q: 3 clusters Score -2.792819e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224901 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -27931108.000000 Penalty: 6121.227539
	Iteration 12Q: 3 clusters Score -2.793111e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226849 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -27932784.000000 Penalty: 6121.227539
	Iteration 13Q: 3 clusters Score -2.793278e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227779 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -27933728.000000 Penalty: 6121.227539
	Iteration 14Q: 3 clusters Score -2.793373e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228177 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -27934030.000000 Penalty: 6121.227539
	Iteration 15Q: 3 clusters Score -2.793403e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228365 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -27934180.000000 Penalty: 6121.227539
	Iteration 16Q: 3 clusters Score -2.793418e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228445 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -27934224.000000 Penalty: 6121.227539
	Iteration 17Q: 3 clusters Score -2.793422e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228501 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -27934298.000000 Penalty: 6121.227539
	Iteration 18Q: 3 clusters Score -2.79343e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228527 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -27934318.000000 Penalty: 6121.227539
	Iteration 19Q: 3 clusters Score -2.793432e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228539 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -27934342.000000 Penalty: 6121.227539
	Iteration 20F: 3 clusters Score -2.793434e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228546 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -27934352.000000 Penalty: 6121.227539
	Iteration 21Q: 3 clusters Score -2.793435e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228557 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -27934378.000000 Penalty: 6121.227539
	Iteration 22Q: 3 clusters Score -2.793438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228558 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -27934418.000000 Penalty: 6121.227539
	Iteration 23Q: 3 clusters Score -2.793442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228564 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -27934410.000000 Penalty: 6121.227539
	Iteration 24Q: 3 clusters Score -2.793441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228569 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -27934402.000000 Penalty: 6121.227539
	Iteration 25Q: 3 clusters Score -2.79344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228570 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -27934392.000000 Penalty: 6121.227539
	Iteration 26Q: 3 clusters Score -2.793439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228573 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -27934404.000000 Penalty: 6121.227539
	Iteration 27Q: 3 clusters Score -2.79344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228574 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -27934394.000000 Penalty: 6121.227539
	Iteration 28Q: 3 clusters Score -2.793439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228574 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -27934400.000000 Penalty: 6121.227539
	Iteration 29Q: 3 clusters Score -2.79344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228576 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -27934408.000000 Penalty: 6121.227539
	Iteration 30Q: 3 clusters Score -2.793441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228576 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -27934410.000000 Penalty: 6121.227539
	Iteration 31Q: 3 clusters Score -2.793441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228577 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -27934402.000000 Penalty: 6121.227539
	Iteration 32Q: 3 clusters Score -2.79344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228578 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -27934408.000000 Penalty: 6121.227539
	Iteration 33Q: 3 clusters Score -2.793441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228578 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -27934408.000000 Penalty: 6121.227539
	Iteration 34F: 3 clusters Score -2.793441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (55442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55442 members 
Entering Unmasked Estep 
Score: -6635953.000000 Penalty: 2708.927002
	Iteration 0F: 2 clusters Score -6635953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -6598992.500000 Penalty: 5417.854004
	Iteration 0F: 3 clusters Score -6598992 nChanged 25355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -6613042.000000 Penalty: 5417.854004
	Iteration 1F: 3 clusters Score -6613042 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -6613641.500000 Penalty: 5417.854004
	Iteration 2Q: 3 clusters Score -6613642 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -6614294.500000 Penalty: 5417.854004
	Iteration 3Q: 3 clusters Score -6614294 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -6615064.000000 Penalty: 5417.854004
	Iteration 4Q: 3 clusters Score -6615064 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -6615946.000000 Penalty: 5417.854004
	Iteration 5Q: 3 clusters Score -6615946 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -6617186.500000 Penalty: 5417.854004
	Iteration 6Q: 3 clusters Score -6617186 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -6619045.500000 Penalty: 5417.854004
	Iteration 7F: 3 clusters Score -6619046 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -6621516.500000 Penalty: 5417.854004
	Iteration 8F: 3 clusters Score -6621516 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -6624650.000000 Penalty: 5417.854004
	Iteration 9F: 3 clusters Score -6624650 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -6627751.500000 Penalty: 5417.854004
	Iteration 10F: 3 clusters Score -6627752 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -6630225.000000 Penalty: 5417.854004
	Iteration 11F: 3 clusters Score -6630225 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51931 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -6631894.000000 Penalty: 5417.854004
	Iteration 12Q: 3 clusters Score -6631894 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -6633041.000000 Penalty: 5417.854004
	Iteration 13Q: 3 clusters Score -6633041 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6633762.000000 Penalty: 5417.854004
	Iteration 14Q: 3 clusters Score -6633762 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54142 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -6634174.500000 Penalty: 5417.854004
	Iteration 15Q: 3 clusters Score -6634174 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6634462.500000 Penalty: 5417.854004
	Iteration 16Q: 3 clusters Score -6634462 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54445 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6634691.500000 Penalty: 5417.854004
	Iteration 17Q: 3 clusters Score -6634692 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6634853.500000 Penalty: 5417.854004
	Iteration 18Q: 3 clusters Score -6634854 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54586 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6635000.000000 Penalty: 5417.854004
	Iteration 19Q: 3 clusters Score -6635000 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6635145.000000 Penalty: 5417.854004
	Iteration 20F: 3 clusters Score -6635145 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54663 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6635213.000000 Penalty: 5417.854004
	Iteration 21Q: 3 clusters Score -6635213 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54688 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6635285.500000 Penalty: 5417.854004
	Iteration 22Q: 3 clusters Score -6635286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6635338.000000 Penalty: 5417.854004
	Iteration 23Q: 3 clusters Score -6635338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6635343.000000 Penalty: 5417.854004
	Iteration 24Q: 3 clusters Score -6635343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6635347.000000 Penalty: 5417.854004
	Iteration 25Q: 3 clusters Score -6635347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6635352.500000 Penalty: 5417.854004
	Iteration 26Q: 3 clusters Score -6635352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54729 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6635361.000000 Penalty: 5417.854004
	Iteration 27Q: 3 clusters Score -6635361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54731 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6635357.500000 Penalty: 5417.854004
	Iteration 28Q: 3 clusters Score -6635358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6635359.000000 Penalty: 5417.854004
	Iteration 29Q: 3 clusters Score -6635359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6635359.000000 Penalty: 5417.854004
	Iteration 30F: 3 clusters Score -6635359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Entering Unmasked Estep 
Score: -2144534.000000 Penalty: 2432.934814
	Iteration 0F: 2 clusters Score -2144534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2131520.500000 Penalty: 4865.869629
	Iteration 0F: 3 clusters Score -2131520 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2135874.000000 Penalty: 4865.869629
	Iteration 1F: 3 clusters Score -2135874 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2136428.750000 Penalty: 4865.869629
	Iteration 2F: 3 clusters Score -2136429 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2136984.750000 Penalty: 4865.869629
	Iteration 3F: 3 clusters Score -2136985 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2137553.250000 Penalty: 4865.869629
	Iteration 4F: 3 clusters Score -2137553 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2138109.250000 Penalty: 4865.869629
	Iteration 5F: 3 clusters Score -2138109 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2138666.000000 Penalty: 4865.869629
	Iteration 6F: 3 clusters Score -2138666 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2139216.000000 Penalty: 4865.869629
	Iteration 7Q: 3 clusters Score -2139216 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2139664.250000 Penalty: 4865.869629
	Iteration 8Q: 3 clusters Score -2139664 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2140102.250000 Penalty: 4865.869629
	Iteration 9Q: 3 clusters Score -2140102 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2140475.000000 Penalty: 4865.869629
	Iteration 10Q: 3 clusters Score -2140475 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2140753.000000 Penalty: 4865.869629
	Iteration 11Q: 3 clusters Score -2140753 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2140991.750000 Penalty: 4865.869629
	Iteration 12Q: 3 clusters Score -2140992 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2141225.250000 Penalty: 4865.869629
	Iteration 13Q: 3 clusters Score -2141225 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2141477.000000 Penalty: 4865.869629
	Iteration 14Q: 3 clusters Score -2141477 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2141662.750000 Penalty: 4865.869629
	Iteration 15Q: 3 clusters Score -2141663 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2141795.000000 Penalty: 4865.869629
	Iteration 16Q: 3 clusters Score -2141795 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2141936.750000 Penalty: 4865.869629
	Iteration 17Q: 3 clusters Score -2141937 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2142038.500000 Penalty: 4865.869629
	Iteration 18Q: 3 clusters Score -2142038 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2142113.000000 Penalty: 4865.869629
	Iteration 19Q: 3 clusters Score -2142113 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2142161.000000 Penalty: 4865.869629
	Iteration 20F: 3 clusters Score -2142161 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2142197.500000 Penalty: 4865.869629
	Iteration 21Q: 3 clusters Score -2142198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2142229.000000 Penalty: 4865.869629
	Iteration 22Q: 3 clusters Score -2142229 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2142251.000000 Penalty: 4865.869629
	Iteration 23Q: 3 clusters Score -2142251 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2142265.000000 Penalty: 4865.869629
	Iteration 24Q: 3 clusters Score -2142265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2142275.500000 Penalty: 4865.869629
	Iteration 25Q: 3 clusters Score -2142276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2142293.000000 Penalty: 4865.869629
	Iteration 26Q: 3 clusters Score -2142293 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2142307.000000 Penalty: 4865.869629
	Iteration 27Q: 3 clusters Score -2142307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2142319.500000 Penalty: 4865.869629
	Iteration 28Q: 3 clusters Score -2142320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2142336.000000 Penalty: 4865.869629
	Iteration 29Q: 3 clusters Score -2142336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2142353.750000 Penalty: 4865.869629
	Iteration 30Q: 3 clusters Score -2142354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2142361.750000 Penalty: 4865.869629
	Iteration 31Q: 3 clusters Score -2142362 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2142375.750000 Penalty: 4865.869629
	Iteration 32Q: 3 clusters Score -2142376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -2142387.500000 Penalty: 4865.869629
	Iteration 33Q: 3 clusters Score -2142388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2142404.000000 Penalty: 4865.869629
	Iteration 34Q: 3 clusters Score -2142404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2142416.250000 Penalty: 4865.869629
	Iteration 35Q: 3 clusters Score -2142416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2142432.500000 Penalty: 4865.869629
	Iteration 36Q: 3 clusters Score -2142432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2142443.000000 Penalty: 4865.869629
	Iteration 37Q: 3 clusters Score -2142443 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2142458.250000 Penalty: 4865.869629
	Iteration 38Q: 3 clusters Score -2142458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2142479.750000 Penalty: 4865.869629
	Iteration 39Q: 3 clusters Score -2142480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2142491.500000 Penalty: 4865.869629
	Iteration 40F: 3 clusters Score -2142492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2142489.000000 Penalty: 4865.869629
	Iteration 41Q: 3 clusters Score -2142489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2142500.250000 Penalty: 4865.869629
	Iteration 42Q: 3 clusters Score -2142500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2142507.250000 Penalty: 4865.869629
	Iteration 43Q: 3 clusters Score -2142507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2142516.000000 Penalty: 4865.869629
	Iteration 44Q: 3 clusters Score -2142516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2142521.000000 Penalty: 4865.869629
	Iteration 45Q: 3 clusters Score -2142521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2142528.500000 Penalty: 4865.869629
	Iteration 46Q: 3 clusters Score -2142528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2142529.500000 Penalty: 4865.869629
	Iteration 47Q: 3 clusters Score -2142530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2142526.500000 Penalty: 4865.869629
	Iteration 48Q: 3 clusters Score -2142526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2142531.250000 Penalty: 4865.869629
	Iteration 49Q: 3 clusters Score -2142531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2142536.500000 Penalty: 4865.869629
	Iteration 50Q: 3 clusters Score -2142536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2142532.000000 Penalty: 4865.869629
	Iteration 51Q: 3 clusters Score -2142532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2142534.500000 Penalty: 4865.869629
	Iteration 52Q: 3 clusters Score -2142534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2142537.500000 Penalty: 4865.869629
	Iteration 53Q: 3 clusters Score -2142538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2142542.500000 Penalty: 4865.869629
	Iteration 54Q: 3 clusters Score -2142542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2142543.000000 Penalty: 4865.869629
	Iteration 55Q: 3 clusters Score -2142543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2142542.500000 Penalty: 4865.869629
	Iteration 56Q: 3 clusters Score -2142542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2142549.250000 Penalty: 4865.869629
	Iteration 57Q: 3 clusters Score -2142549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2142548.500000 Penalty: 4865.869629
	Iteration 58Q: 3 clusters Score -2142548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2142552.500000 Penalty: 4865.869629
	Iteration 59Q: 3 clusters Score -2142552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2142555.500000 Penalty: 4865.869629
	Iteration 60F: 3 clusters Score -2142556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2142557.250000 Penalty: 4865.869629
	Iteration 61Q: 3 clusters Score -2142557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -2142560.000000 Penalty: 4865.869629
	Iteration 62Q: 3 clusters Score -2142560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2142567.750000 Penalty: 4865.869629
	Iteration 63Q: 3 clusters Score -2142568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2142566.750000 Penalty: 4865.869629
	Iteration 64Q: 3 clusters Score -2142567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2142565.500000 Penalty: 4865.869629
	Iteration 65Q: 3 clusters Score -2142566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2142568.250000 Penalty: 4865.869629
	Iteration 66Q: 3 clusters Score -2142568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2142568.250000 Penalty: 4865.869629
	Iteration 67F: 3 clusters Score -2142568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (153216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153216 members 
Entering Unmasked Estep 
Score: -18590150.000000 Penalty: 2961.021729
	Iteration 0F: 2 clusters Score -1.859015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76883 members 
Mstep: Class 2 contains 76333 members 
Entering Unmasked Estep 
Score: -18487572.000000 Penalty: 5922.043457
	Iteration 0F: 3 clusters Score -1.848757e+07 nChanged 73355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79942 members 
Mstep: Class 2 contains 73274 members 
Entering Unmasked Estep 
Score: -18529852.000000 Penalty: 5922.043457
	Iteration 1F: 3 clusters Score -1.852985e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81797 members 
Mstep: Class 2 contains 71419 members 
Entering Unmasked Estep 
Score: -18531276.000000 Penalty: 5922.043457
	Iteration 2Q: 3 clusters Score -1.853128e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84644 members 
Mstep: Class 2 contains 68572 members 
Entering Unmasked Estep 
Score: -18532984.000000 Penalty: 5922.043457
	Iteration 3Q: 3 clusters Score -1.853298e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88858 members 
Mstep: Class 2 contains 64358 members 
Entering Unmasked Estep 
Score: -18535728.000000 Penalty: 5922.043457
	Iteration 4Q: 3 clusters Score -1.853573e+07 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94759 members 
Mstep: Class 2 contains 58457 members 
Entering Unmasked Estep 
Score: -18539684.000000 Penalty: 5922.043457
	Iteration 5Q: 3 clusters Score -1.853968e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102825 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -18545596.000000 Penalty: 5922.043457
	Iteration 6F: 3 clusters Score -1.85456e+07 nChanged 10355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112938 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -18553678.000000 Penalty: 5922.043457
	Iteration 7F: 3 clusters Score -1.855368e+07 nChanged 11352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124254 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -18563556.000000 Penalty: 5922.043457
	Iteration 8F: 3 clusters Score -1.856356e+07 nChanged 10810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135056 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -18573002.000000 Penalty: 5922.043457
	Iteration 9F: 3 clusters Score -1.8573e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143260 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -18580092.000000 Penalty: 5922.043457
	Iteration 10F: 3 clusters Score -1.858009e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148136 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -18584060.000000 Penalty: 5922.043457
	Iteration 11Q: 3 clusters Score -1.858406e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150526 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -18585782.000000 Penalty: 5922.043457
	Iteration 12Q: 3 clusters Score -1.858578e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151619 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -18586600.000000 Penalty: 5922.043457
	Iteration 13Q: 3 clusters Score -1.85866e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152153 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -18587092.000000 Penalty: 5922.043457
	Iteration 14Q: 3 clusters Score -1.858709e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152404 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -18587334.000000 Penalty: 5922.043457
	Iteration 15Q: 3 clusters Score -1.858733e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152531 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -18587456.000000 Penalty: 5922.043457
	Iteration 16Q: 3 clusters Score -1.858746e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152616 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -18587530.000000 Penalty: 5922.043457
	Iteration 17Q: 3 clusters Score -1.858753e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152657 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -18587570.000000 Penalty: 5922.043457
	Iteration 18Q: 3 clusters Score -1.858757e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152692 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -18587600.000000 Penalty: 5922.043457
	Iteration 19Q: 3 clusters Score -1.85876e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152713 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -18587620.000000 Penalty: 5922.043457
	Iteration 20F: 3 clusters Score -1.858762e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152724 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -18587644.000000 Penalty: 5922.043457
	Iteration 21Q: 3 clusters Score -1.858764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152736 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -18587654.000000 Penalty: 5922.043457
	Iteration 22Q: 3 clusters Score -1.858765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152743 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -18587660.000000 Penalty: 5922.043457
	Iteration 23Q: 3 clusters Score -1.858766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152743 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -18587664.000000 Penalty: 5922.043457
	Iteration 24Q: 3 clusters Score -1.858766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152745 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -18587680.000000 Penalty: 5922.043457
	Iteration 25Q: 3 clusters Score -1.858768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152746 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -18587688.000000 Penalty: 5922.043457
	Iteration 26Q: 3 clusters Score -1.858769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152748 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -18587678.000000 Penalty: 5922.043457
	Iteration 27Q: 3 clusters Score -1.858768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152748 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -18587678.000000 Penalty: 5922.043457
	Iteration 28F: 3 clusters Score -1.858768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -85401.632812 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -85401.63 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 371 members 
Entering Unmasked Estep 
Score: -83682.671875 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -83682.67 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84014.312500 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -84014.31 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -84191.023438 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -84191.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -84271.414062 Penalty: 3283.556396
	Iteration 3F: 3 clusters Score -84271.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -84309.726562 Penalty: 3283.556396
	Iteration 4Q: 3 clusters Score -84309.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -84338.539062 Penalty: 3283.556396
	Iteration 5Q: 3 clusters Score -84338.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -84370.750000 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -84370.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -84408.203125 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -84408.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -84461.976562 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -84461.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -84488.828125 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -84488.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -84520.937500 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -84520.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -84531.796875 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -84531.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -84533.835938 Penalty: 3283.556396
	Iteration 12Q: 3 clusters Score -84533.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -84535.859375 Penalty: 3283.556396
	Iteration 13Q: 3 clusters Score -84535.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -84535.859375 Penalty: 3283.556396
	Iteration 14F: 3 clusters Score -84535.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Entering Unmasked Estep 
Score: -929248.562500 Penalty: 2225.799316
	Iteration 0F: 2 clusters Score -929248.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -922805.187500 Penalty: 4451.598633
	Iteration 0F: 3 clusters Score -922805.2 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -924580.687500 Penalty: 4451.598633
	Iteration 1F: 3 clusters Score -924580.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -924814.687500 Penalty: 4451.598633
	Iteration 2F: 3 clusters Score -924814.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -925008.187500 Penalty: 4451.598633
	Iteration 3Q: 3 clusters Score -925008.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -925151.937500 Penalty: 4451.598633
	Iteration 4Q: 3 clusters Score -925151.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -925273.250000 Penalty: 4451.598633
	Iteration 5Q: 3 clusters Score -925273.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -925362.812500 Penalty: 4451.598633
	Iteration 6Q: 3 clusters Score -925362.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -925436.875000 Penalty: 4451.598633
	Iteration 7Q: 3 clusters Score -925436.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -925498.437500 Penalty: 4451.598633
	Iteration 8Q: 3 clusters Score -925498.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -925552.687500 Penalty: 4451.598633
	Iteration 9Q: 3 clusters Score -925552.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -925600.437500 Penalty: 4451.598633
	Iteration 10Q: 3 clusters Score -925600.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -925649.437500 Penalty: 4451.598633
	Iteration 11Q: 3 clusters Score -925649.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -925706.125000 Penalty: 4451.598633
	Iteration 12Q: 3 clusters Score -925706.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -925766.312500 Penalty: 4451.598633
	Iteration 13Q: 3 clusters Score -925766.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -925838.687500 Penalty: 4451.598633
	Iteration 14Q: 3 clusters Score -925838.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -925926.312500 Penalty: 4451.598633
	Iteration 15Q: 3 clusters Score -925926.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -926032.062500 Penalty: 4451.598633
	Iteration 16Q: 3 clusters Score -926032.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -926153.187500 Penalty: 4451.598633
	Iteration 17Q: 3 clusters Score -926153.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -926287.187500 Penalty: 4451.598633
	Iteration 18Q: 3 clusters Score -926287.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -926429.187500 Penalty: 4451.598633
	Iteration 19Q: 3 clusters Score -926429.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -926565.250000 Penalty: 4451.598633
	Iteration 20F: 3 clusters Score -926565.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -926701.187500 Penalty: 4451.598633
	Iteration 21Q: 3 clusters Score -926701.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -926825.062500 Penalty: 4451.598633
	Iteration 22Q: 3 clusters Score -926825.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -926940.375000 Penalty: 4451.598633
	Iteration 23Q: 3 clusters Score -926940.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -927041.375000 Penalty: 4451.598633
	Iteration 24Q: 3 clusters Score -927041.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -927118.062500 Penalty: 4451.598633
	Iteration 25Q: 3 clusters Score -927118.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -927179.000000 Penalty: 4451.598633
	Iteration 26Q: 3 clusters Score -927179 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -927240.562500 Penalty: 4451.598633
	Iteration 27Q: 3 clusters Score -927240.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -927287.625000 Penalty: 4451.598633
	Iteration 28Q: 3 clusters Score -927287.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -927318.937500 Penalty: 4451.598633
	Iteration 29Q: 3 clusters Score -927318.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -927351.500000 Penalty: 4451.598633
	Iteration 30Q: 3 clusters Score -927351.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -927376.312500 Penalty: 4451.598633
	Iteration 31Q: 3 clusters Score -927376.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -927395.375000 Penalty: 4451.598633
	Iteration 32Q: 3 clusters Score -927395.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -927410.250000 Penalty: 4451.598633
	Iteration 33Q: 3 clusters Score -927410.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -927418.187500 Penalty: 4451.598633
	Iteration 34Q: 3 clusters Score -927418.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -927429.125000 Penalty: 4451.598633
	Iteration 35Q: 3 clusters Score -927429.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -927439.812500 Penalty: 4451.598633
	Iteration 36Q: 3 clusters Score -927439.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -927449.750000 Penalty: 4451.598633
	Iteration 37Q: 3 clusters Score -927449.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -927454.625000 Penalty: 4451.598633
	Iteration 38Q: 3 clusters Score -927454.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -927457.312500 Penalty: 4451.598633
	Iteration 39Q: 3 clusters Score -927457.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -927461.750000 Penalty: 4451.598633
	Iteration 40F: 3 clusters Score -927461.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -927465.250000 Penalty: 4451.598633
	Iteration 41Q: 3 clusters Score -927465.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -927466.562500 Penalty: 4451.598633
	Iteration 42Q: 3 clusters Score -927466.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -927467.250000 Penalty: 4451.598633
	Iteration 43Q: 3 clusters Score -927467.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -927469.812500 Penalty: 4451.598633
	Iteration 44Q: 3 clusters Score -927469.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -927470.625000 Penalty: 4451.598633
	Iteration 45Q: 3 clusters Score -927470.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -927471.000000 Penalty: 4451.598633
	Iteration 46Q: 3 clusters Score -927471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -927474.125000 Penalty: 4451.598633
	Iteration 47Q: 3 clusters Score -927474.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -927474.375000 Penalty: 4451.598633
	Iteration 48Q: 3 clusters Score -927474.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -927473.187500 Penalty: 4451.598633
	Iteration 49Q: 3 clusters Score -927473.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -927473.187500 Penalty: 4451.598633
	Iteration 50F: 3 clusters Score -927473.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -85739.929688 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -85739.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -84005.742188 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -84005.74 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84259.023438 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -84259.02 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -84335.960938 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -84335.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -84388.750000 Penalty: 3284.877197
	Iteration 3Q: 3 clusters Score -84388.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -84418.398438 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -84418.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -84448.187500 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -84448.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -84495.078125 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -84495.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -84537.078125 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -84537.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -84574.093750 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -84574.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -84587.421875 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -84587.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -84594.484375 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -84594.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -84607.890625 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -84607.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -84621.195312 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -84621.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -84638.820312 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -84638.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -84659.460938 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -84659.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -84669.539062 Penalty: 3284.877197
	Iteration 15Q: 3 clusters Score -84669.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -84680.742188 Penalty: 3284.877197
	Iteration 16Q: 3 clusters Score -84680.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -84687.328125 Penalty: 3284.877197
	Iteration 17Q: 3 clusters Score -84687.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -84692.742188 Penalty: 3284.877197
	Iteration 18Q: 3 clusters Score -84692.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -84700.140625 Penalty: 3284.877197
	Iteration 19Q: 3 clusters Score -84700.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -84701.843750 Penalty: 3284.877197
	Iteration 20F: 3 clusters Score -84701.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -84707.421875 Penalty: 3284.877197
	Iteration 21Q: 3 clusters Score -84707.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -84716.070312 Penalty: 3284.877197
	Iteration 22Q: 3 clusters Score -84716.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -84732.093750 Penalty: 3284.877197
	Iteration 23Q: 3 clusters Score -84732.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -84734.031250 Penalty: 3284.877197
	Iteration 24Q: 3 clusters Score -84734.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -84734.031250 Penalty: 3284.877197
	Iteration 25F: 3 clusters Score -84734.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -83173.351562 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -83173.35 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 379 members 
Entering Unmasked Estep 
Score: -81435.187500 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -81435.19 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -81664.796875 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -81664.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -81748.375000 Penalty: 3275.556152
	Iteration 2F: 3 clusters Score -81748.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -81779.234375 Penalty: 3275.556152
	Iteration 3Q: 3 clusters Score -81779.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -81797.796875 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -81797.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -81804.335938 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -81804.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -81810.195312 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -81810.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -81814.406250 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -81814.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -81821.187500 Penalty: 3275.556152
	Iteration 8Q: 3 clusters Score -81821.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -81824.109375 Penalty: 3275.556152
	Iteration 9Q: 3 clusters Score -81824.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -81827.250000 Penalty: 3275.556152
	Iteration 10Q: 3 clusters Score -81827.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -81830.476562 Penalty: 3275.556152
	Iteration 11Q: 3 clusters Score -81830.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -81834.171875 Penalty: 3275.556152
	Iteration 12Q: 3 clusters Score -81834.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -81838.382812 Penalty: 3275.556152
	Iteration 13Q: 3 clusters Score -81838.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -81841.781250 Penalty: 3275.556152
	Iteration 14Q: 3 clusters Score -81841.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -81844.578125 Penalty: 3275.556152
	Iteration 15Q: 3 clusters Score -81844.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -81846.562500 Penalty: 3275.556152
	Iteration 16Q: 3 clusters Score -81846.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -81848.484375 Penalty: 3275.556152
	Iteration 17Q: 3 clusters Score -81848.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -81848.484375 Penalty: 3275.556152
	Iteration 18F: 3 clusters Score -81848.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (31712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Entering Unmasked Estep 
Score: -3929733.250000 Penalty: 2570.383789
	Iteration 0F: 2 clusters Score -3929733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -3908182.500000 Penalty: 5140.767578
	Iteration 0F: 3 clusters Score -3908182 nChanged 14318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -3916101.500000 Penalty: 5140.767578
	Iteration 1F: 3 clusters Score -3916102 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -3916730.000000 Penalty: 5140.767578
	Iteration 2F: 3 clusters Score -3916730 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -3917327.250000 Penalty: 5140.767578
	Iteration 3Q: 3 clusters Score -3917327 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -3917866.250000 Penalty: 5140.767578
	Iteration 4Q: 3 clusters Score -3917866 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -3918423.000000 Penalty: 5140.767578
	Iteration 5Q: 3 clusters Score -3918423 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -3918929.500000 Penalty: 5140.767578
	Iteration 6Q: 3 clusters Score -3918930 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -3919421.000000 Penalty: 5140.767578
	Iteration 7Q: 3 clusters Score -3919421 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -3919921.500000 Penalty: 5140.767578
	Iteration 8Q: 3 clusters Score -3919922 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -3920522.750000 Penalty: 5140.767578
	Iteration 9Q: 3 clusters Score -3920523 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -3921183.000000 Penalty: 5140.767578
	Iteration 10Q: 3 clusters Score -3921183 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -3921875.500000 Penalty: 5140.767578
	Iteration 11Q: 3 clusters Score -3921876 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -3922661.500000 Penalty: 5140.767578
	Iteration 12Q: 3 clusters Score -3922662 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -3923453.250000 Penalty: 5140.767578
	Iteration 13Q: 3 clusters Score -3923453 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -3924266.750000 Penalty: 5140.767578
	Iteration 14Q: 3 clusters Score -3924267 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -3925094.500000 Penalty: 5140.767578
	Iteration 15Q: 3 clusters Score -3925094 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -3925826.750000 Penalty: 5140.767578
	Iteration 16Q: 3 clusters Score -3925827 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -3926389.250000 Penalty: 5140.767578
	Iteration 17Q: 3 clusters Score -3926389 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -3926751.500000 Penalty: 5140.767578
	Iteration 18Q: 3 clusters Score -3926752 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -3926991.250000 Penalty: 5140.767578
	Iteration 19Q: 3 clusters Score -3926991 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -3927141.750000 Penalty: 5140.767578
	Iteration 20F: 3 clusters Score -3927142 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -3927231.000000 Penalty: 5140.767578
	Iteration 21Q: 3 clusters Score -3927231 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -3927300.000000 Penalty: 5140.767578
	Iteration 22Q: 3 clusters Score -3927300 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -3927339.500000 Penalty: 5140.767578
	Iteration 23Q: 3 clusters Score -3927340 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -3927377.750000 Penalty: 5140.767578
	Iteration 24Q: 3 clusters Score -3927378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -3927398.750000 Penalty: 5140.767578
	Iteration 25Q: 3 clusters Score -3927399 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -3927418.750000 Penalty: 5140.767578
	Iteration 26Q: 3 clusters Score -3927419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -3927445.750000 Penalty: 5140.767578
	Iteration 27Q: 3 clusters Score -3927446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -3927453.750000 Penalty: 5140.767578
	Iteration 28Q: 3 clusters Score -3927454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -3927455.250000 Penalty: 5140.767578
	Iteration 29Q: 3 clusters Score -3927455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -3927458.500000 Penalty: 5140.767578
	Iteration 30Q: 3 clusters Score -3927458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -3927455.500000 Penalty: 5140.767578
	Iteration 31Q: 3 clusters Score -3927456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -3927462.000000 Penalty: 5140.767578
	Iteration 32Q: 3 clusters Score -3927462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -3927462.000000 Penalty: 5140.767578
	Iteration 33F: 3 clusters Score -3927462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103529 members 
Mstep: Class 2 contains 67932 members 
Mstep: Class 3 contains 17147 members 
Mstep: Class 4 contains 30767 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 8762 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18972 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7454 members 
Mstep: Class 12 contains 195414 members 
Mstep: Class 13 contains 10295 members 
Mstep: Class 14 contains 101617 members 
Mstep: Class 15 contains 26596 members 
Mstep: Class 16 contains 33123 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126227 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10080 members 
Mstep: Class 21 contains 228933 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18219 members 
Mstep: Class 24 contains 153216 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468032.000000 Penalty: 101426.492188
Iteration 319Q: 30 clusters Score -1.58468e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103525 members 
Mstep: Class 2 contains 67931 members 
Mstep: Class 3 contains 17146 members 
Mstep: Class 4 contains 30766 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 8762 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18972 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7454 members 
Mstep: Class 12 contains 195413 members 
Mstep: Class 13 contains 10295 members 
Mstep: Class 14 contains 101616 members 
Mstep: Class 15 contains 26597 members 
Mstep: Class 16 contains 33130 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126226 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10080 members 
Mstep: Class 21 contains 228934 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18221 members 
Mstep: Class 24 contains 153216 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468000.000000 Penalty: 101426.492188
Iteration 320F: 30 clusters Score -1.58468e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103522 members 
Mstep: Class 2 contains 67929 members 
Mstep: Class 3 contains 17146 members 
Mstep: Class 4 contains 30765 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 8762 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18972 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7455 members 
Mstep: Class 12 contains 195415 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 101616 members 
Mstep: Class 15 contains 26597 members 
Mstep: Class 16 contains 33138 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126224 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10079 members 
Mstep: Class 21 contains 228935 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18220 members 
Mstep: Class 24 contains 153216 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7904 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467904.000000 Penalty: 101426.492188
Iteration 321Q: 30 clusters Score -1.584679e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103519 members 
Mstep: Class 2 contains 67929 members 
Mstep: Class 3 contains 17146 members 
Mstep: Class 4 contains 30764 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 8762 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18972 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7455 members 
Mstep: Class 12 contains 195418 members 
Mstep: Class 13 contains 10290 members 
Mstep: Class 14 contains 101616 members 
Mstep: Class 15 contains 26597 members 
Mstep: Class 16 contains 33144 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126223 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10079 members 
Mstep: Class 21 contains 228935 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18218 members 
Mstep: Class 24 contains 153216 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7904 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468032.000000 Penalty: 101426.492188
Iteration 322Q: 30 clusters Score -1.58468e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103517 members 
Mstep: Class 2 contains 67928 members 
Mstep: Class 3 contains 17146 members 
Mstep: Class 4 contains 30764 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 8762 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7455 members 
Mstep: Class 12 contains 195421 members 
Mstep: Class 13 contains 10290 members 
Mstep: Class 14 contains 101616 members 
Mstep: Class 15 contains 26596 members 
Mstep: Class 16 contains 33148 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126225 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10079 members 
Mstep: Class 21 contains 228934 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18214 members 
Mstep: Class 24 contains 153215 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7904 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158468000.000000 Penalty: 101426.492188
Iteration 323Q: 30 clusters Score -1.58468e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103514 members 
Mstep: Class 2 contains 67927 members 
Mstep: Class 3 contains 17147 members 
Mstep: Class 4 contains 30763 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 8762 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7454 members 
Mstep: Class 12 contains 195421 members 
Mstep: Class 13 contains 10291 members 
Mstep: Class 14 contains 101615 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33152 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126225 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10079 members 
Mstep: Class 21 contains 228934 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18213 members 
Mstep: Class 24 contains 153217 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467904.000000 Penalty: 101426.492188
Iteration 324Q: 30 clusters Score -1.584679e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103513 members 
Mstep: Class 2 contains 67927 members 
Mstep: Class 3 contains 17147 members 
Mstep: Class 4 contains 30762 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 8762 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7453 members 
Mstep: Class 12 contains 195422 members 
Mstep: Class 13 contains 10291 members 
Mstep: Class 14 contains 101615 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33154 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126225 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10080 members 
Mstep: Class 21 contains 228934 members 
Mstep: Class 22 contains 55443 members 
Mstep: Class 23 contains 18211 members 
Mstep: Class 24 contains 153217 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467872.000000 Penalty: 101426.492188
Iteration 325Q: 30 clusters Score -1.584679e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103517 members 
Mstep: Class 2 contains 67927 members 
Mstep: Class 3 contains 17147 members 
Mstep: Class 4 contains 30763 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 8763 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7452 members 
Mstep: Class 12 contains 195419 members 
Mstep: Class 13 contains 10291 members 
Mstep: Class 14 contains 101615 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33155 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126224 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10079 members 
Mstep: Class 21 contains 228933 members 
Mstep: Class 22 contains 55443 members 
Mstep: Class 23 contains 18211 members 
Mstep: Class 24 contains 153217 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467872.000000 Penalty: 101426.492188
Iteration 326Q: 30 clusters Score -1.584679e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103517 members 
Mstep: Class 2 contains 67927 members 
Mstep: Class 3 contains 17146 members 
Mstep: Class 4 contains 30762 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 8763 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7453 members 
Mstep: Class 12 contains 195419 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 101615 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33156 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126223 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10079 members 
Mstep: Class 21 contains 228932 members 
Mstep: Class 22 contains 55443 members 
Mstep: Class 23 contains 18212 members 
Mstep: Class 24 contains 153217 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467888.000000 Penalty: 101426.492188
Iteration 327Q: 30 clusters Score -1.584679e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103518 members 
Mstep: Class 2 contains 67927 members 
Mstep: Class 3 contains 17145 members 
Mstep: Class 4 contains 30762 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 8763 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7453 members 
Mstep: Class 12 contains 195419 members 
Mstep: Class 13 contains 10291 members 
Mstep: Class 14 contains 101615 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33156 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126223 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10079 members 
Mstep: Class 21 contains 228933 members 
Mstep: Class 22 contains 55443 members 
Mstep: Class 23 contains 18212 members 
Mstep: Class 24 contains 153217 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467904.000000 Penalty: 101426.492188
Iteration 328Q: 30 clusters Score -1.584679e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103516 members 
Mstep: Class 2 contains 67927 members 
Mstep: Class 3 contains 17147 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 8763 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 10 contains 37319 members 
Mstep: Class 11 contains 7452 members 
Mstep: Class 12 contains 195421 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 101615 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33156 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126223 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10079 members 
Mstep: Class 21 contains 228933 members 
Mstep: Class 22 contains 55443 members 
Mstep: Class 23 contains 18212 members 
Mstep: Class 24 contains 153217 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467936.000000 Penalty: 101426.492188
Iteration 329Q: 30 clusters Score -1.584679e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103515 members 
Mstep: Class 2 contains 67927 members 
Mstep: Class 3 contains 17149 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 8764 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 10 contains 37319 members 
Mstep: Class 11 contains 7452 members 
Mstep: Class 12 contains 195420 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 101615 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33155 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126223 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10079 members 
Mstep: Class 21 contains 228933 members 
Mstep: Class 22 contains 55443 members 
Mstep: Class 23 contains 18212 members 
Mstep: Class 24 contains 153217 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467904.000000 Penalty: 101426.492188
Iteration 330Q: 30 clusters Score -1.584679e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103514 members 
Mstep: Class 2 contains 67927 members 
Mstep: Class 3 contains 17149 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 8763 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 10 contains 37319 members 
Mstep: Class 11 contains 7452 members 
Mstep: Class 12 contains 195420 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 101616 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33155 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126223 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10079 members 
Mstep: Class 21 contains 228934 members 
Mstep: Class 22 contains 55443 members 
Mstep: Class 23 contains 18212 members 
Mstep: Class 24 contains 153217 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467904.000000 Penalty: 101426.492188
Iteration 331Q: 30 clusters Score -1.584679e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103511 members 
Mstep: Class 2 contains 67927 members 
Mstep: Class 3 contains 17149 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 12329 members 
Mstep: Class 6 contains 8764 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 10 contains 37319 members 
Mstep: Class 11 contains 7452 members 
Mstep: Class 12 contains 195422 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 101616 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33155 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126223 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10079 members 
Mstep: Class 21 contains 228934 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18212 members 
Mstep: Class 24 contains 153217 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467872.000000 Penalty: 101426.492188
Iteration 332Q: 30 clusters Score -1.584679e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103507 members 
Mstep: Class 2 contains 67927 members 
Mstep: Class 3 contains 17149 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 12329 members 
Mstep: Class 6 contains 8765 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18972 members 
Mstep: Class 10 contains 37319 members 
Mstep: Class 11 contains 7452 members 
Mstep: Class 12 contains 195423 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 101616 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33155 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126223 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10079 members 
Mstep: Class 21 contains 228938 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18212 members 
Mstep: Class 24 contains 153216 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467840.000000 Penalty: 101426.492188
Iteration 333Q: 30 clusters Score -1.584678e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103504 members 
Mstep: Class 2 contains 67927 members 
Mstep: Class 3 contains 17149 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 12329 members 
Mstep: Class 6 contains 8765 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 10 contains 37319 members 
Mstep: Class 11 contains 7452 members 
Mstep: Class 12 contains 195423 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 101616 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33155 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126222 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10079 members 
Mstep: Class 21 contains 228940 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18212 members 
Mstep: Class 24 contains 153217 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467824.000000 Penalty: 101426.492188
Iteration 334Q: 30 clusters Score -1.584678e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103500 members 
Mstep: Class 2 contains 67927 members 
Mstep: Class 3 contains 17149 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 12329 members 
Mstep: Class 6 contains 8765 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 10 contains 37319 members 
Mstep: Class 11 contains 7452 members 
Mstep: Class 12 contains 195425 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 101616 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33155 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126221 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10079 members 
Mstep: Class 21 contains 228942 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18212 members 
Mstep: Class 24 contains 153218 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467792.000000 Penalty: 101426.492188
Iteration 335Q: 30 clusters Score -1.584678e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103499 members 
Mstep: Class 2 contains 67926 members 
Mstep: Class 3 contains 17149 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 12329 members 
Mstep: Class 6 contains 8765 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 10 contains 37319 members 
Mstep: Class 11 contains 7452 members 
Mstep: Class 12 contains 195426 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 101616 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33155 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126221 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10079 members 
Mstep: Class 21 contains 228942 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18212 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467760.000000 Penalty: 101426.492188
Iteration 336Q: 30 clusters Score -1.584678e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103497 members 
Mstep: Class 2 contains 67927 members 
Mstep: Class 3 contains 17149 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 12329 members 
Mstep: Class 6 contains 8765 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 10 contains 37319 members 
Mstep: Class 11 contains 7452 members 
Mstep: Class 12 contains 195427 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 101616 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33155 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126221 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10079 members 
Mstep: Class 21 contains 228942 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18212 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467792.000000 Penalty: 101426.492188
Iteration 337Q: 30 clusters Score -1.584678e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103495 members 
Mstep: Class 2 contains 67927 members 
Mstep: Class 3 contains 17149 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 12329 members 
Mstep: Class 6 contains 8765 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7452 members 
Mstep: Class 12 contains 195428 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 101616 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33155 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126221 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 10079 members 
Mstep: Class 21 contains 228942 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18212 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467696.000000 Penalty: 101426.492188
Iteration 338Q: 30 clusters Score -1.584677e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103493 members 
Mstep: Class 2 contains 67927 members 
Mstep: Class 3 contains 17149 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 12329 members 
Mstep: Class 6 contains 8765 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7452 members 
Mstep: Class 12 contains 195428 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 101616 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33155 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126222 members 
Mstep: Class 19 contains 20482 members 
Mstep: Class 20 contains 10079 members 
Mstep: Class 21 contains 228944 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18212 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467728.000000 Penalty: 101426.492188
Iteration 339Q: 30 clusters Score -1.584677e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103490 members 
Mstep: Class 2 contains 67927 members 
Mstep: Class 3 contains 17149 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 12329 members 
Mstep: Class 6 contains 8765 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7452 members 
Mstep: Class 12 contains 195431 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 101616 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33154 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126221 members 
Mstep: Class 19 contains 20482 members 
Mstep: Class 20 contains 10079 members 
Mstep: Class 21 contains 228945 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18212 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467760.000000 Penalty: 101426.492188
Iteration 340F: 30 clusters Score -1.584678e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103485 members 
Mstep: Class 2 contains 67927 members 
Mstep: Class 3 contains 17149 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 12329 members 
Mstep: Class 6 contains 8765 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7452 members 
Mstep: Class 12 contains 195436 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 101615 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33155 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126220 members 
Mstep: Class 19 contains 20482 members 
Mstep: Class 20 contains 10079 members 
Mstep: Class 21 contains 228946 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18212 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467680.000000 Penalty: 101426.492188
Iteration 341Q: 30 clusters Score -1.584677e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103483 members 
Mstep: Class 2 contains 67927 members 
Mstep: Class 3 contains 17149 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 12329 members 
Mstep: Class 6 contains 8765 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7452 members 
Mstep: Class 12 contains 195438 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 101615 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33155 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126220 members 
Mstep: Class 19 contains 20481 members 
Mstep: Class 20 contains 10080 members 
Mstep: Class 21 contains 228946 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18212 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467680.000000 Penalty: 101426.492188
Iteration 342Q: 30 clusters Score -1.584677e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103482 members 
Mstep: Class 2 contains 67927 members 
Mstep: Class 3 contains 17149 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 12329 members 
Mstep: Class 6 contains 8765 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 7452 members 
Mstep: Class 12 contains 195440 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 101615 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33155 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126220 members 
Mstep: Class 19 contains 20480 members 
Mstep: Class 20 contains 10080 members 
Mstep: Class 21 contains 228946 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18212 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467664.000000 Penalty: 101426.492188
Iteration 343Q: 30 clusters Score -1.584677e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103480 members 
Mstep: Class 2 contains 67925 members 
Mstep: Class 3 contains 17149 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 12329 members 
Mstep: Class 6 contains 8765 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 10 contains 37321 members 
Mstep: Class 11 contains 7452 members 
Mstep: Class 12 contains 195443 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 101615 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33155 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126220 members 
Mstep: Class 19 contains 20480 members 
Mstep: Class 20 contains 10080 members 
Mstep: Class 21 contains 228946 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18212 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467728.000000 Penalty: 101426.492188
Iteration 344Q: 30 clusters Score -1.584677e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103479 members 
Mstep: Class 2 contains 67925 members 
Mstep: Class 3 contains 17149 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 12329 members 
Mstep: Class 6 contains 8765 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 10 contains 37321 members 
Mstep: Class 11 contains 7452 members 
Mstep: Class 12 contains 195443 members 
Mstep: Class 13 contains 10293 members 
Mstep: Class 14 contains 101615 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33155 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126220 members 
Mstep: Class 19 contains 20480 members 
Mstep: Class 20 contains 10080 members 
Mstep: Class 21 contains 228946 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18212 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467744.000000 Penalty: 101426.492188
Iteration 345Q: 30 clusters Score -1.584677e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103480 members 
Mstep: Class 2 contains 67925 members 
Mstep: Class 3 contains 17149 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 12329 members 
Mstep: Class 6 contains 8765 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 10 contains 37321 members 
Mstep: Class 11 contains 7452 members 
Mstep: Class 12 contains 195442 members 
Mstep: Class 13 contains 10293 members 
Mstep: Class 14 contains 101615 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33155 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126220 members 
Mstep: Class 19 contains 20480 members 
Mstep: Class 20 contains 10080 members 
Mstep: Class 21 contains 228946 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18212 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467728.000000 Penalty: 101426.492188
Iteration 346Q: 30 clusters Score -1.584677e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103480 members 
Mstep: Class 2 contains 67925 members 
Mstep: Class 3 contains 17149 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 12329 members 
Mstep: Class 6 contains 8765 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 10 contains 37321 members 
Mstep: Class 11 contains 7452 members 
Mstep: Class 12 contains 195442 members 
Mstep: Class 13 contains 10293 members 
Mstep: Class 14 contains 101615 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 33155 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 126220 members 
Mstep: Class 19 contains 20480 members 
Mstep: Class 20 contains 10080 members 
Mstep: Class 21 contains 228946 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 18212 members 
Mstep: Class 24 contains 153219 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 31712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158467728.000000 Penalty: 101426.492188
Iteration 347F: 30 clusters Score -1.584677e+08 nChanged 0
Entering ConstructFrom: 
Score: -158467728.000000 Penalty: 101426.492188
Entering ConstructFrom: 
Trying to split cluster 1 (103480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103480 members 
Entering Unmasked Estep 
Score: -12591383.000000 Penalty: 2863.689209
	Iteration 0F: 2 clusters Score -1.259138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 51568 members 
Entering Unmasked Estep 
Score: -12522036.000000 Penalty: 5727.378418
	Iteration 0F: 3 clusters Score -1.252204e+07 nChanged 48899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53211 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -12550112.000000 Penalty: 5727.378418
	Iteration 1F: 3 clusters Score -1.255011e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -12550792.000000 Penalty: 5727.378418
	Iteration 2Q: 3 clusters Score -1.255079e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54936 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -12551635.000000 Penalty: 5727.378418
	Iteration 3Q: 3 clusters Score -1.255164e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56452 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -12552617.000000 Penalty: 5727.378418
	Iteration 4Q: 3 clusters Score -1.255262e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58608 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -12553921.000000 Penalty: 5727.378418
	Iteration 5Q: 3 clusters Score -1.255392e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61762 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -12555750.000000 Penalty: 5727.378418
	Iteration 6Q: 3 clusters Score -1.255575e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66247 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -12558408.000000 Penalty: 5727.378418
	Iteration 7F: 3 clusters Score -1.255841e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72326 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -12562781.000000 Penalty: 5727.378418
	Iteration 8F: 3 clusters Score -1.256278e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79618 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -12568646.000000 Penalty: 5727.378418
	Iteration 9F: 3 clusters Score -1.256865e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87267 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -12575230.000000 Penalty: 5727.378418
	Iteration 10F: 3 clusters Score -1.257523e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93714 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -12580992.000000 Penalty: 5727.378418
	Iteration 11F: 3 clusters Score -1.258099e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98261 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -12584862.000000 Penalty: 5727.378418
	Iteration 12Q: 3 clusters Score -1.258486e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100808 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -12586955.000000 Penalty: 5727.378418
	Iteration 13Q: 3 clusters Score -1.258696e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101983 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -12587989.000000 Penalty: 5727.378418
	Iteration 14Q: 3 clusters Score -1.258799e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102484 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -12588374.000000 Penalty: 5727.378418
	Iteration 15Q: 3 clusters Score -1.258837e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102705 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -12588598.000000 Penalty: 5727.378418
	Iteration 16Q: 3 clusters Score -1.25886e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102831 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -12588748.000000 Penalty: 5727.378418
	Iteration 17Q: 3 clusters Score -1.258875e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102901 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -12588818.000000 Penalty: 5727.378418
	Iteration 18Q: 3 clusters Score -1.258882e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102945 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -12588866.000000 Penalty: 5727.378418
	Iteration 19Q: 3 clusters Score -1.258887e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102968 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -12588896.000000 Penalty: 5727.378418
	Iteration 20F: 3 clusters Score -1.25889e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102984 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -12588927.000000 Penalty: 5727.378418
	Iteration 21Q: 3 clusters Score -1.258893e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102993 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -12588920.000000 Penalty: 5727.378418
	Iteration 22Q: 3 clusters Score -1.258892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102997 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -12588934.000000 Penalty: 5727.378418
	Iteration 23Q: 3 clusters Score -1.258893e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103007 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -12588948.000000 Penalty: 5727.378418
	Iteration 24Q: 3 clusters Score -1.258895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103009 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -12588953.000000 Penalty: 5727.378418
	Iteration 25Q: 3 clusters Score -1.258895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103010 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -12588960.000000 Penalty: 5727.378418
	Iteration 26Q: 3 clusters Score -1.258896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103012 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -12588964.000000 Penalty: 5727.378418
	Iteration 27Q: 3 clusters Score -1.258896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103012 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -12588963.000000 Penalty: 5727.378418
	Iteration 28Q: 3 clusters Score -1.258896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103014 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -12588959.000000 Penalty: 5727.378418
	Iteration 29Q: 3 clusters Score -1.258896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103017 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -12588968.000000 Penalty: 5727.378418
	Iteration 30Q: 3 clusters Score -1.258897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103019 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -12588965.000000 Penalty: 5727.378418
	Iteration 31Q: 3 clusters Score -1.258896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103019 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -12588972.000000 Penalty: 5727.378418
	Iteration 32Q: 3 clusters Score -1.258897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103023 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -12588987.000000 Penalty: 5727.378418
	Iteration 33Q: 3 clusters Score -1.258899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103025 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -12588989.000000 Penalty: 5727.378418
	Iteration 34Q: 3 clusters Score -1.258899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103026 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -12588982.000000 Penalty: 5727.378418
	Iteration 35Q: 3 clusters Score -1.258898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103027 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -12588985.000000 Penalty: 5727.378418
	Iteration 36Q: 3 clusters Score -1.258898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103028 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -12588982.000000 Penalty: 5727.378418
	Iteration 37Q: 3 clusters Score -1.258898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103029 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -12588983.000000 Penalty: 5727.378418
	Iteration 38Q: 3 clusters Score -1.258898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103031 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -12588980.000000 Penalty: 5727.378418
	Iteration 39Q: 3 clusters Score -1.258898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103031 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -12588980.000000 Penalty: 5727.378418
	Iteration 40F: 3 clusters Score -1.258898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (67925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67925 members 
Entering Unmasked Estep 
Score: -8325971.000000 Penalty: 2759.287598
	Iteration 0F: 2 clusters Score -8325971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -8280495.500000 Penalty: 5518.575195
	Iteration 0F: 3 clusters Score -8280496 nChanged 31731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -8298098.500000 Penalty: 5518.575195
	Iteration 1F: 3 clusters Score -8298098 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -8298729.000000 Penalty: 5518.575195
	Iteration 2Q: 3 clusters Score -8298729 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -8299408.500000 Penalty: 5518.575195
	Iteration 3Q: 3 clusters Score -8299408 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -8300086.500000 Penalty: 5518.575195
	Iteration 4Q: 3 clusters Score -8300086 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -8300726.500000 Penalty: 5518.575195
	Iteration 5Q: 3 clusters Score -8300726 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -8301432.500000 Penalty: 5518.575195
	Iteration 6Q: 3 clusters Score -8301432 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -8302234.000000 Penalty: 5518.575195
	Iteration 7Q: 3 clusters Score -8302234 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -8303096.500000 Penalty: 5518.575195
	Iteration 8Q: 3 clusters Score -8303096 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -8304099.500000 Penalty: 5518.575195
	Iteration 9Q: 3 clusters Score -8304100 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -8305431.500000 Penalty: 5518.575195
	Iteration 10Q: 3 clusters Score -8305432 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -8307237.500000 Penalty: 5518.575195
	Iteration 11Q: 3 clusters Score -8307238 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -8309629.000000 Penalty: 5518.575195
	Iteration 12F: 3 clusters Score -8309629 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -8312364.000000 Penalty: 5518.575195
	Iteration 13F: 3 clusters Score -8312364 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54622 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -8314908.000000 Penalty: 5518.575195
	Iteration 14F: 3 clusters Score -8314908 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57528 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -8316981.500000 Penalty: 5518.575195
	Iteration 15Q: 3 clusters Score -8316982 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59950 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -8318766.500000 Penalty: 5518.575195
	Iteration 16Q: 3 clusters Score -8318766 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61838 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -8320084.500000 Penalty: 5518.575195
	Iteration 17Q: 3 clusters Score -8320084 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -8321076.000000 Penalty: 5518.575195
	Iteration 18Q: 3 clusters Score -8321076 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -8321794.000000 Penalty: 5518.575195
	Iteration 19Q: 3 clusters Score -8321794 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65205 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -8322335.000000 Penalty: 5518.575195
	Iteration 20F: 3 clusters Score -8322335 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65810 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -8322663.000000 Penalty: 5518.575195
	Iteration 21Q: 3 clusters Score -8322663 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66261 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -8322936.500000 Penalty: 5518.575195
	Iteration 22Q: 3 clusters Score -8322936 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66579 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8323133.000000 Penalty: 5518.575195
	Iteration 23Q: 3 clusters Score -8323133 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66805 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8323282.500000 Penalty: 5518.575195
	Iteration 24Q: 3 clusters Score -8323282 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66941 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8323361.500000 Penalty: 5518.575195
	Iteration 25Q: 3 clusters Score -8323362 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67042 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8323429.500000 Penalty: 5518.575195
	Iteration 26Q: 3 clusters Score -8323430 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67114 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8323482.500000 Penalty: 5518.575195
	Iteration 27Q: 3 clusters Score -8323482 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67153 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8323520.500000 Penalty: 5518.575195
	Iteration 28Q: 3 clusters Score -8323520 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8323555.000000 Penalty: 5518.575195
	Iteration 29Q: 3 clusters Score -8323555 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67223 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8323579.500000 Penalty: 5518.575195
	Iteration 30Q: 3 clusters Score -8323580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67252 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8323620.000000 Penalty: 5518.575195
	Iteration 31Q: 3 clusters Score -8323620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67274 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8323624.000000 Penalty: 5518.575195
	Iteration 32Q: 3 clusters Score -8323624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67290 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8323637.500000 Penalty: 5518.575195
	Iteration 33Q: 3 clusters Score -8323638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67305 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8323661.000000 Penalty: 5518.575195
	Iteration 34Q: 3 clusters Score -8323661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67320 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8323682.000000 Penalty: 5518.575195
	Iteration 35Q: 3 clusters Score -8323682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67326 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8323691.500000 Penalty: 5518.575195
	Iteration 36Q: 3 clusters Score -8323692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67332 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8323698.500000 Penalty: 5518.575195
	Iteration 37Q: 3 clusters Score -8323698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67340 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8323701.500000 Penalty: 5518.575195
	Iteration 38Q: 3 clusters Score -8323702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67347 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8323705.500000 Penalty: 5518.575195
	Iteration 39Q: 3 clusters Score -8323706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67354 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8323712.000000 Penalty: 5518.575195
	Iteration 40F: 3 clusters Score -8323712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67363 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8323716.500000 Penalty: 5518.575195
	Iteration 41Q: 3 clusters Score -8323716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67368 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8323732.000000 Penalty: 5518.575195
	Iteration 42Q: 3 clusters Score -8323732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67368 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8323738.500000 Penalty: 5518.575195
	Iteration 43Q: 3 clusters Score -8323738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67370 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8323736.000000 Penalty: 5518.575195
	Iteration 44Q: 3 clusters Score -8323736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67372 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8323740.500000 Penalty: 5518.575195
	Iteration 45Q: 3 clusters Score -8323740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67376 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8323744.500000 Penalty: 5518.575195
	Iteration 46Q: 3 clusters Score -8323744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67377 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8323748.500000 Penalty: 5518.575195
	Iteration 47Q: 3 clusters Score -8323748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67380 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8323747.000000 Penalty: 5518.575195
	Iteration 48Q: 3 clusters Score -8323747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67381 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8323745.000000 Penalty: 5518.575195
	Iteration 49Q: 3 clusters Score -8323745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67382 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8323747.500000 Penalty: 5518.575195
	Iteration 50Q: 3 clusters Score -8323748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67382 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8323747.500000 Penalty: 5518.575195
	Iteration 51F: 3 clusters Score -8323748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Entering Unmasked Estep 
Score: -1964778.500000 Penalty: 2417.924316
	Iteration 0F: 2 clusters Score -1964778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1952584.125000 Penalty: 4835.848633
	Iteration 0F: 3 clusters Score -1952584 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1956773.875000 Penalty: 4835.848633
	Iteration 1F: 3 clusters Score -1956774 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1957310.000000 Penalty: 4835.848633
	Iteration 2F: 3 clusters Score -1957310 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1957812.250000 Penalty: 4835.848633
	Iteration 3F: 3 clusters Score -1957812 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1958328.125000 Penalty: 4835.848633
	Iteration 4F: 3 clusters Score -1958328 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1958804.375000 Penalty: 4835.848633
	Iteration 5F: 3 clusters Score -1958804 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1959249.875000 Penalty: 4835.848633
	Iteration 6Q: 3 clusters Score -1959250 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1959657.125000 Penalty: 4835.848633
	Iteration 7Q: 3 clusters Score -1959657 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1959986.500000 Penalty: 4835.848633
	Iteration 8Q: 3 clusters Score -1959986 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1960259.625000 Penalty: 4835.848633
	Iteration 9Q: 3 clusters Score -1960260 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1960464.000000 Penalty: 4835.848633
	Iteration 10Q: 3 clusters Score -1960464 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1960635.750000 Penalty: 4835.848633
	Iteration 11Q: 3 clusters Score -1960636 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1960775.750000 Penalty: 4835.848633
	Iteration 12Q: 3 clusters Score -1960776 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1960894.250000 Penalty: 4835.848633
	Iteration 13Q: 3 clusters Score -1960894 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1961015.875000 Penalty: 4835.848633
	Iteration 14Q: 3 clusters Score -1961016 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1961148.250000 Penalty: 4835.848633
	Iteration 15Q: 3 clusters Score -1961148 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1961282.000000 Penalty: 4835.848633
	Iteration 16Q: 3 clusters Score -1961282 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1961421.500000 Penalty: 4835.848633
	Iteration 17Q: 3 clusters Score -1961422 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1961547.500000 Penalty: 4835.848633
	Iteration 18Q: 3 clusters Score -1961548 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1961667.000000 Penalty: 4835.848633
	Iteration 19Q: 3 clusters Score -1961667 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1961757.750000 Penalty: 4835.848633
	Iteration 20F: 3 clusters Score -1961758 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1961850.750000 Penalty: 4835.848633
	Iteration 21Q: 3 clusters Score -1961851 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1961930.125000 Penalty: 4835.848633
	Iteration 22Q: 3 clusters Score -1961930 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1962026.125000 Penalty: 4835.848633
	Iteration 23Q: 3 clusters Score -1962026 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1962111.250000 Penalty: 4835.848633
	Iteration 24Q: 3 clusters Score -1962111 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1962198.375000 Penalty: 4835.848633
	Iteration 25Q: 3 clusters Score -1962198 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1962280.125000 Penalty: 4835.848633
	Iteration 26Q: 3 clusters Score -1962280 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1962357.750000 Penalty: 4835.848633
	Iteration 27Q: 3 clusters Score -1962358 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1962433.250000 Penalty: 4835.848633
	Iteration 28Q: 3 clusters Score -1962433 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -1962505.000000 Penalty: 4835.848633
	Iteration 29Q: 3 clusters Score -1962505 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1962583.875000 Penalty: 4835.848633
	Iteration 30Q: 3 clusters Score -1962584 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -1962652.125000 Penalty: 4835.848633
	Iteration 31Q: 3 clusters Score -1962652 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -1962700.000000 Penalty: 4835.848633
	Iteration 32Q: 3 clusters Score -1962700 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1962754.250000 Penalty: 4835.848633
	Iteration 33Q: 3 clusters Score -1962754 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -1962789.750000 Penalty: 4835.848633
	Iteration 34Q: 3 clusters Score -1962790 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1962821.625000 Penalty: 4835.848633
	Iteration 35Q: 3 clusters Score -1962822 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -1962850.625000 Penalty: 4835.848633
	Iteration 36Q: 3 clusters Score -1962851 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -1962871.375000 Penalty: 4835.848633
	Iteration 37Q: 3 clusters Score -1962871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -1962885.500000 Penalty: 4835.848633
	Iteration 38Q: 3 clusters Score -1962886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -1962898.125000 Penalty: 4835.848633
	Iteration 39Q: 3 clusters Score -1962898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -1962913.375000 Penalty: 4835.848633
	Iteration 40F: 3 clusters Score -1962913 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1962923.625000 Penalty: 4835.848633
	Iteration 41Q: 3 clusters Score -1962924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -1962939.375000 Penalty: 4835.848633
	Iteration 42Q: 3 clusters Score -1962939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -1962953.250000 Penalty: 4835.848633
	Iteration 43Q: 3 clusters Score -1962953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -1962966.000000 Penalty: 4835.848633
	Iteration 44Q: 3 clusters Score -1962966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1962982.750000 Penalty: 4835.848633
	Iteration 45Q: 3 clusters Score -1962983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1962993.875000 Penalty: 4835.848633
	Iteration 46Q: 3 clusters Score -1962994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -1963000.250000 Penalty: 4835.848633
	Iteration 47Q: 3 clusters Score -1963000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -1963004.875000 Penalty: 4835.848633
	Iteration 48Q: 3 clusters Score -1963005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -1963011.750000 Penalty: 4835.848633
	Iteration 49Q: 3 clusters Score -1963012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -1963015.125000 Penalty: 4835.848633
	Iteration 50Q: 3 clusters Score -1963015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -1963020.875000 Penalty: 4835.848633
	Iteration 51Q: 3 clusters Score -1963021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -1963021.250000 Penalty: 4835.848633
	Iteration 52Q: 3 clusters Score -1963021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -1963027.500000 Penalty: 4835.848633
	Iteration 53Q: 3 clusters Score -1963028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -1963025.500000 Penalty: 4835.848633
	Iteration 54Q: 3 clusters Score -1963026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -1963027.250000 Penalty: 4835.848633
	Iteration 55Q: 3 clusters Score -1963027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -1963030.500000 Penalty: 4835.848633
	Iteration 56Q: 3 clusters Score -1963030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -1963031.625000 Penalty: 4835.848633
	Iteration 57Q: 3 clusters Score -1963032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -1963032.375000 Penalty: 4835.848633
	Iteration 58Q: 3 clusters Score -1963032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -1963036.000000 Penalty: 4835.848633
	Iteration 59Q: 3 clusters Score -1963036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1963040.750000 Penalty: 4835.848633
	Iteration 60F: 3 clusters Score -1963041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -1963043.625000 Penalty: 4835.848633
	Iteration 61Q: 3 clusters Score -1963044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -1963045.375000 Penalty: 4835.848633
	Iteration 62Q: 3 clusters Score -1963045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -1963051.000000 Penalty: 4835.848633
	Iteration 63Q: 3 clusters Score -1963051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -1963055.750000 Penalty: 4835.848633
	Iteration 64Q: 3 clusters Score -1963056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -1963060.375000 Penalty: 4835.848633
	Iteration 65Q: 3 clusters Score -1963060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -1963061.875000 Penalty: 4835.848633
	Iteration 66Q: 3 clusters Score -1963062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1963065.000000 Penalty: 4835.848633
	Iteration 67Q: 3 clusters Score -1963065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -1963069.250000 Penalty: 4835.848633
	Iteration 68Q: 3 clusters Score -1963069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -1963075.000000 Penalty: 4835.848633
	Iteration 69Q: 3 clusters Score -1963075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -1963079.250000 Penalty: 4835.848633
	Iteration 70Q: 3 clusters Score -1963079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -1963084.000000 Penalty: 4835.848633
	Iteration 71Q: 3 clusters Score -1963084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -1963090.250000 Penalty: 4835.848633
	Iteration 72Q: 3 clusters Score -1963090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -1963091.750000 Penalty: 4835.848633
	Iteration 73Q: 3 clusters Score -1963092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -1963096.125000 Penalty: 4835.848633
	Iteration 74Q: 3 clusters Score -1963096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -1963096.875000 Penalty: 4835.848633
	Iteration 75Q: 3 clusters Score -1963097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -1963097.500000 Penalty: 4835.848633
	Iteration 76Q: 3 clusters Score -1963098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -1963097.250000 Penalty: 4835.848633
	Iteration 77Q: 3 clusters Score -1963097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -1963098.250000 Penalty: 4835.848633
	Iteration 78Q: 3 clusters Score -1963098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1963098.375000 Penalty: 4835.848633
	Iteration 79Q: 3 clusters Score -1963098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -1963099.000000 Penalty: 4835.848633
	Iteration 80F: 3 clusters Score -1963099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Entering Unmasked Estep 
Score: -3750816.750000 Penalty: 2562.832520
	Iteration 0F: 2 clusters Score -3750817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -3729796.000000 Penalty: 5125.665039
	Iteration 0F: 3 clusters Score -3729796 nChanged 13965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -3737918.750000 Penalty: 5125.665039
	Iteration 1F: 3 clusters Score -3737919 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -3739201.000000 Penalty: 5125.665039
	Iteration 2F: 3 clusters Score -3739201 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -3740953.250000 Penalty: 5125.665039
	Iteration 3F: 3 clusters Score -3740953 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -3743035.250000 Penalty: 5125.665039
	Iteration 4F: 3 clusters Score -3743035 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -3744722.250000 Penalty: 5125.665039
	Iteration 5F: 3 clusters Score -3744722 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -3745828.250000 Penalty: 5125.665039
	Iteration 6F: 3 clusters Score -3745828 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -3746520.750000 Penalty: 5125.665039
	Iteration 7Q: 3 clusters Score -3746521 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -3746997.250000 Penalty: 5125.665039
	Iteration 8Q: 3 clusters Score -3746997 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -3747342.000000 Penalty: 5125.665039
	Iteration 9Q: 3 clusters Score -3747342 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -3747616.750000 Penalty: 5125.665039
	Iteration 10Q: 3 clusters Score -3747617 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -3747877.000000 Penalty: 5125.665039
	Iteration 11Q: 3 clusters Score -3747877 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -3748089.500000 Penalty: 5125.665039
	Iteration 12Q: 3 clusters Score -3748090 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -3748290.500000 Penalty: 5125.665039
	Iteration 13Q: 3 clusters Score -3748290 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -3748469.750000 Penalty: 5125.665039
	Iteration 14Q: 3 clusters Score -3748470 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -3748615.000000 Penalty: 5125.665039
	Iteration 15Q: 3 clusters Score -3748615 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -3748737.000000 Penalty: 5125.665039
	Iteration 16Q: 3 clusters Score -3748737 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -3748831.500000 Penalty: 5125.665039
	Iteration 17Q: 3 clusters Score -3748832 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -3748901.500000 Penalty: 5125.665039
	Iteration 18Q: 3 clusters Score -3748902 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -3748938.500000 Penalty: 5125.665039
	Iteration 19Q: 3 clusters Score -3748938 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -3748984.250000 Penalty: 5125.665039
	Iteration 20F: 3 clusters Score -3748984 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -3749026.500000 Penalty: 5125.665039
	Iteration 21Q: 3 clusters Score -3749026 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -3749066.250000 Penalty: 5125.665039
	Iteration 22Q: 3 clusters Score -3749066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -3749084.500000 Penalty: 5125.665039
	Iteration 23Q: 3 clusters Score -3749084 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -3749110.250000 Penalty: 5125.665039
	Iteration 24Q: 3 clusters Score -3749110 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -3749116.500000 Penalty: 5125.665039
	Iteration 25Q: 3 clusters Score -3749116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -3749146.500000 Penalty: 5125.665039
	Iteration 26Q: 3 clusters Score -3749146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -3749145.500000 Penalty: 5125.665039
	Iteration 27Q: 3 clusters Score -3749146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -3749147.250000 Penalty: 5125.665039
	Iteration 28Q: 3 clusters Score -3749147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -3749150.500000 Penalty: 5125.665039
	Iteration 29Q: 3 clusters Score -3749150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -3749153.000000 Penalty: 5125.665039
	Iteration 30Q: 3 clusters Score -3749153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -3749153.750000 Penalty: 5125.665039
	Iteration 31Q: 3 clusters Score -3749154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -3749156.000000 Penalty: 5125.665039
	Iteration 32Q: 3 clusters Score -3749156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -3749156.500000 Penalty: 5125.665039
	Iteration 33Q: 3 clusters Score -3749156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -3749157.250000 Penalty: 5125.665039
	Iteration 34Q: 3 clusters Score -3749157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -3749160.000000 Penalty: 5125.665039
	Iteration 35Q: 3 clusters Score -3749160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -3749159.000000 Penalty: 5125.665039
	Iteration 36Q: 3 clusters Score -3749159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -3749162.750000 Penalty: 5125.665039
	Iteration 37Q: 3 clusters Score -3749163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -3749163.500000 Penalty: 5125.665039
	Iteration 38Q: 3 clusters Score -3749164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -3749161.000000 Penalty: 5125.665039
	Iteration 39Q: 3 clusters Score -3749161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -3749165.750000 Penalty: 5125.665039
	Iteration 40F: 3 clusters Score -3749166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -3749168.500000 Penalty: 5125.665039
	Iteration 41Q: 3 clusters Score -3749168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -3749166.500000 Penalty: 5125.665039
	Iteration 42Q: 3 clusters Score -3749166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -3749168.000000 Penalty: 5125.665039
	Iteration 43Q: 3 clusters Score -3749168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -3749168.000000 Penalty: 5125.665039
	Iteration 44F: 3 clusters Score -3749168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Entering Unmasked Estep 
Score: -1523768.000000 Penalty: 2336.087891
	Iteration 0F: 2 clusters Score -1523768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1514697.875000 Penalty: 4672.175781
	Iteration 0F: 3 clusters Score -1514698 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1517463.000000 Penalty: 4672.175781
	Iteration 1F: 3 clusters Score -1517463 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1517785.375000 Penalty: 4672.175781
	Iteration 2F: 3 clusters Score -1517785 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1518040.500000 Penalty: 4672.175781
	Iteration 3Q: 3 clusters Score -1518040 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1518218.000000 Penalty: 4672.175781
	Iteration 4Q: 3 clusters Score -1518218 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1518382.000000 Penalty: 4672.175781
	Iteration 5Q: 3 clusters Score -1518382 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1518538.625000 Penalty: 4672.175781
	Iteration 6Q: 3 clusters Score -1518539 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1518693.500000 Penalty: 4672.175781
	Iteration 7Q: 3 clusters Score -1518694 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1518844.125000 Penalty: 4672.175781
	Iteration 8Q: 3 clusters Score -1518844 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1518980.250000 Penalty: 4672.175781
	Iteration 9Q: 3 clusters Score -1518980 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1519134.500000 Penalty: 4672.175781
	Iteration 10Q: 3 clusters Score -1519134 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1519292.125000 Penalty: 4672.175781
	Iteration 11Q: 3 clusters Score -1519292 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1519439.250000 Penalty: 4672.175781
	Iteration 12Q: 3 clusters Score -1519439 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1519590.125000 Penalty: 4672.175781
	Iteration 13Q: 3 clusters Score -1519590 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1519746.750000 Penalty: 4672.175781
	Iteration 14Q: 3 clusters Score -1519747 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1519913.625000 Penalty: 4672.175781
	Iteration 15Q: 3 clusters Score -1519914 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1520064.250000 Penalty: 4672.175781
	Iteration 16Q: 3 clusters Score -1520064 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1520248.000000 Penalty: 4672.175781
	Iteration 17Q: 3 clusters Score -1520248 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1520411.375000 Penalty: 4672.175781
	Iteration 18Q: 3 clusters Score -1520411 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1520595.625000 Penalty: 4672.175781
	Iteration 19Q: 3 clusters Score -1520596 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1520756.625000 Penalty: 4672.175781
	Iteration 20F: 3 clusters Score -1520757 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1520894.250000 Penalty: 4672.175781
	Iteration 21Q: 3 clusters Score -1520894 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1521019.000000 Penalty: 4672.175781
	Iteration 22Q: 3 clusters Score -1521019 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1521108.000000 Penalty: 4672.175781
	Iteration 23Q: 3 clusters Score -1521108 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1521175.875000 Penalty: 4672.175781
	Iteration 24Q: 3 clusters Score -1521176 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1521238.000000 Penalty: 4672.175781
	Iteration 25Q: 3 clusters Score -1521238 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1521278.750000 Penalty: 4672.175781
	Iteration 26Q: 3 clusters Score -1521279 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1521311.500000 Penalty: 4672.175781
	Iteration 27Q: 3 clusters Score -1521312 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1521334.375000 Penalty: 4672.175781
	Iteration 28Q: 3 clusters Score -1521334 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1521361.750000 Penalty: 4672.175781
	Iteration 29Q: 3 clusters Score -1521362 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1521377.750000 Penalty: 4672.175781
	Iteration 30Q: 3 clusters Score -1521378 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1521397.000000 Penalty: 4672.175781
	Iteration 31Q: 3 clusters Score -1521397 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1521406.375000 Penalty: 4672.175781
	Iteration 32Q: 3 clusters Score -1521406 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1521419.750000 Penalty: 4672.175781
	Iteration 33Q: 3 clusters Score -1521420 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1521424.250000 Penalty: 4672.175781
	Iteration 34Q: 3 clusters Score -1521424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1521436.625000 Penalty: 4672.175781
	Iteration 35Q: 3 clusters Score -1521437 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1521436.500000 Penalty: 4672.175781
	Iteration 36Q: 3 clusters Score -1521436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1521446.125000 Penalty: 4672.175781
	Iteration 37Q: 3 clusters Score -1521446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1521454.500000 Penalty: 4672.175781
	Iteration 38Q: 3 clusters Score -1521454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1521459.375000 Penalty: 4672.175781
	Iteration 39Q: 3 clusters Score -1521459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1521466.625000 Penalty: 4672.175781
	Iteration 40F: 3 clusters Score -1521467 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1521470.000000 Penalty: 4672.175781
	Iteration 41Q: 3 clusters Score -1521470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1521475.375000 Penalty: 4672.175781
	Iteration 42Q: 3 clusters Score -1521475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1521480.750000 Penalty: 4672.175781
	Iteration 43Q: 3 clusters Score -1521481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1521485.625000 Penalty: 4672.175781
	Iteration 44Q: 3 clusters Score -1521486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1521487.750000 Penalty: 4672.175781
	Iteration 45Q: 3 clusters Score -1521488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1521492.250000 Penalty: 4672.175781
	Iteration 46Q: 3 clusters Score -1521492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1521492.125000 Penalty: 4672.175781
	Iteration 47Q: 3 clusters Score -1521492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1521497.375000 Penalty: 4672.175781
	Iteration 48Q: 3 clusters Score -1521497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1521497.750000 Penalty: 4672.175781
	Iteration 49Q: 3 clusters Score -1521498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1521500.125000 Penalty: 4672.175781
	Iteration 50Q: 3 clusters Score -1521500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1521502.625000 Penalty: 4672.175781
	Iteration 51Q: 3 clusters Score -1521503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1521502.500000 Penalty: 4672.175781
	Iteration 52Q: 3 clusters Score -1521502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1521507.500000 Penalty: 4672.175781
	Iteration 53Q: 3 clusters Score -1521508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1521508.125000 Penalty: 4672.175781
	Iteration 54Q: 3 clusters Score -1521508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1521507.250000 Penalty: 4672.175781
	Iteration 55Q: 3 clusters Score -1521507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1521510.750000 Penalty: 4672.175781
	Iteration 56Q: 3 clusters Score -1521511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1521512.250000 Penalty: 4672.175781
	Iteration 57Q: 3 clusters Score -1521512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1521513.500000 Penalty: 4672.175781
	Iteration 58Q: 3 clusters Score -1521514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1521513.750000 Penalty: 4672.175781
	Iteration 59Q: 3 clusters Score -1521514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1521518.250000 Penalty: 4672.175781
	Iteration 60F: 3 clusters Score -1521518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1521515.875000 Penalty: 4672.175781
	Iteration 61Q: 3 clusters Score -1521516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1521516.250000 Penalty: 4672.175781
	Iteration 62Q: 3 clusters Score -1521516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1521520.250000 Penalty: 4672.175781
	Iteration 63Q: 3 clusters Score -1521520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1521521.000000 Penalty: 4672.175781
	Iteration 64Q: 3 clusters Score -1521521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1521517.125000 Penalty: 4672.175781
	Iteration 65Q: 3 clusters Score -1521517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1521521.875000 Penalty: 4672.175781
	Iteration 66Q: 3 clusters Score -1521522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1521528.875000 Penalty: 4672.175781
	Iteration 67Q: 3 clusters Score -1521529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1521532.375000 Penalty: 4672.175781
	Iteration 68Q: 3 clusters Score -1521532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1521532.250000 Penalty: 4672.175781
	Iteration 69Q: 3 clusters Score -1521532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1521535.375000 Penalty: 4672.175781
	Iteration 70Q: 3 clusters Score -1521535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1521534.000000 Penalty: 4672.175781
	Iteration 71Q: 3 clusters Score -1521534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1521538.250000 Penalty: 4672.175781
	Iteration 72Q: 3 clusters Score -1521538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1521541.125000 Penalty: 4672.175781
	Iteration 73Q: 3 clusters Score -1521541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1521539.250000 Penalty: 4672.175781
	Iteration 74Q: 3 clusters Score -1521539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1521539.750000 Penalty: 4672.175781
	Iteration 75Q: 3 clusters Score -1521540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1521539.625000 Penalty: 4672.175781
	Iteration 76Q: 3 clusters Score -1521540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1521540.500000 Penalty: 4672.175781
	Iteration 77Q: 3 clusters Score -1521540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1521545.875000 Penalty: 4672.175781
	Iteration 78Q: 3 clusters Score -1521546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1521547.125000 Penalty: 4672.175781
	Iteration 79Q: 3 clusters Score -1521547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1521548.250000 Penalty: 4672.175781
	Iteration 80F: 3 clusters Score -1521548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1521546.000000 Penalty: 4672.175781
	Iteration 81Q: 3 clusters Score -1521546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1521549.375000 Penalty: 4672.175781
	Iteration 82Q: 3 clusters Score -1521549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1521550.625000 Penalty: 4672.175781
	Iteration 83Q: 3 clusters Score -1521551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1521548.500000 Penalty: 4672.175781
	Iteration 84Q: 3 clusters Score -1521548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1521549.875000 Penalty: 4672.175781
	Iteration 85Q: 3 clusters Score -1521550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1521548.750000 Penalty: 4672.175781
	Iteration 86Q: 3 clusters Score -1521549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1521550.000000 Penalty: 4672.175781
	Iteration 87Q: 3 clusters Score -1521550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1521550.125000 Penalty: 4672.175781
	Iteration 88Q: 3 clusters Score -1521550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1521550.125000 Penalty: 4672.175781
	Iteration 89F: 3 clusters Score -1521550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Entering Unmasked Estep 
Score: -1013467.187500 Penalty: 2251.473389
	Iteration 0F: 2 clusters Score -1013467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1006588.125000 Penalty: 4502.946777
	Iteration 0F: 3 clusters Score -1006588 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1008484.937500 Penalty: 4502.946777
	Iteration 1F: 3 clusters Score -1008485 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1008780.562500 Penalty: 4502.946777
	Iteration 2F: 3 clusters Score -1008781 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1008999.687500 Penalty: 4502.946777
	Iteration 3F: 3 clusters Score -1009000 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1009175.250000 Penalty: 4502.946777
	Iteration 4Q: 3 clusters Score -1009175 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1009324.062500 Penalty: 4502.946777
	Iteration 5Q: 3 clusters Score -1009324 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1009460.312500 Penalty: 4502.946777
	Iteration 6Q: 3 clusters Score -1009460 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1009596.187500 Penalty: 4502.946777
	Iteration 7Q: 3 clusters Score -1009596 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1009739.500000 Penalty: 4502.946777
	Iteration 8Q: 3 clusters Score -1009740 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1009888.500000 Penalty: 4502.946777
	Iteration 9Q: 3 clusters Score -1009888 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1010046.187500 Penalty: 4502.946777
	Iteration 10Q: 3 clusters Score -1010046 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1010175.500000 Penalty: 4502.946777
	Iteration 11Q: 3 clusters Score -1010176 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1010269.375000 Penalty: 4502.946777
	Iteration 12Q: 3 clusters Score -1010269 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1010362.437500 Penalty: 4502.946777
	Iteration 13Q: 3 clusters Score -1010362 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1010452.000000 Penalty: 4502.946777
	Iteration 14Q: 3 clusters Score -1010452 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1010565.250000 Penalty: 4502.946777
	Iteration 15Q: 3 clusters Score -1010565 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1010677.937500 Penalty: 4502.946777
	Iteration 16Q: 3 clusters Score -1010678 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1010777.500000 Penalty: 4502.946777
	Iteration 17Q: 3 clusters Score -1010778 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1010873.562500 Penalty: 4502.946777
	Iteration 18Q: 3 clusters Score -1010874 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1010970.062500 Penalty: 4502.946777
	Iteration 19Q: 3 clusters Score -1010970 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1011064.562500 Penalty: 4502.946777
	Iteration 20F: 3 clusters Score -1011065 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1011168.250000 Penalty: 4502.946777
	Iteration 21Q: 3 clusters Score -1011168 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1011244.187500 Penalty: 4502.946777
	Iteration 22Q: 3 clusters Score -1011244 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1011308.625000 Penalty: 4502.946777
	Iteration 23Q: 3 clusters Score -1011309 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1011362.187500 Penalty: 4502.946777
	Iteration 24Q: 3 clusters Score -1011362 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1011394.625000 Penalty: 4502.946777
	Iteration 25Q: 3 clusters Score -1011395 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1011421.625000 Penalty: 4502.946777
	Iteration 26Q: 3 clusters Score -1011422 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1011442.687500 Penalty: 4502.946777
	Iteration 27Q: 3 clusters Score -1011443 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1011470.312500 Penalty: 4502.946777
	Iteration 28Q: 3 clusters Score -1011470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1011490.125000 Penalty: 4502.946777
	Iteration 29Q: 3 clusters Score -1011490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1011513.750000 Penalty: 4502.946777
	Iteration 30Q: 3 clusters Score -1011514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1011525.812500 Penalty: 4502.946777
	Iteration 31Q: 3 clusters Score -1011526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1011542.812500 Penalty: 4502.946777
	Iteration 32Q: 3 clusters Score -1011543 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1011556.625000 Penalty: 4502.946777
	Iteration 33Q: 3 clusters Score -1011557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1011569.375000 Penalty: 4502.946777
	Iteration 34Q: 3 clusters Score -1011569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1011577.375000 Penalty: 4502.946777
	Iteration 35Q: 3 clusters Score -1011577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1011583.562500 Penalty: 4502.946777
	Iteration 36Q: 3 clusters Score -1011584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1011590.500000 Penalty: 4502.946777
	Iteration 37Q: 3 clusters Score -1011590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1011599.687500 Penalty: 4502.946777
	Iteration 38Q: 3 clusters Score -1011600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1011607.312500 Penalty: 4502.946777
	Iteration 39Q: 3 clusters Score -1011607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1011611.500000 Penalty: 4502.946777
	Iteration 40F: 3 clusters Score -1011612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1011613.125000 Penalty: 4502.946777
	Iteration 41Q: 3 clusters Score -1011613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1011618.687500 Penalty: 4502.946777
	Iteration 42Q: 3 clusters Score -1011619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1011620.687500 Penalty: 4502.946777
	Iteration 43Q: 3 clusters Score -1011621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1011621.000000 Penalty: 4502.946777
	Iteration 44Q: 3 clusters Score -1011621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1011624.000000 Penalty: 4502.946777
	Iteration 45Q: 3 clusters Score -1011624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1011627.125000 Penalty: 4502.946777
	Iteration 46Q: 3 clusters Score -1011627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1011628.562500 Penalty: 4502.946777
	Iteration 47Q: 3 clusters Score -1011629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1011628.125000 Penalty: 4502.946777
	Iteration 48Q: 3 clusters Score -1011628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1011628.125000 Penalty: 4502.946777
	Iteration 49F: 3 clusters Score -1011628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -73601.820312 Penalty: 1622.533081
	Iteration 0F: 2 clusters Score -73601.82 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 378 members 
Entering Unmasked Estep 
Score: -71982.304688 Penalty: 3245.066162
	Iteration 0F: 3 clusters Score -71982.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -72243.125000 Penalty: 3245.066162
	Iteration 1F: 3 clusters Score -72243.12 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -72319.421875 Penalty: 3245.066162
	Iteration 2F: 3 clusters Score -72319.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -72356.117188 Penalty: 3245.066162
	Iteration 3Q: 3 clusters Score -72356.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -72373.851562 Penalty: 3245.066162
	Iteration 4Q: 3 clusters Score -72373.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -72406.781250 Penalty: 3245.066162
	Iteration 5Q: 3 clusters Score -72406.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -72422.234375 Penalty: 3245.066162
	Iteration 6Q: 3 clusters Score -72422.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -72451.281250 Penalty: 3245.066162
	Iteration 7Q: 3 clusters Score -72451.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -72484.429688 Penalty: 3245.066162
	Iteration 8Q: 3 clusters Score -72484.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -72512.109375 Penalty: 3245.066162
	Iteration 9Q: 3 clusters Score -72512.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -72536.882812 Penalty: 3245.066162
	Iteration 10Q: 3 clusters Score -72536.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -72549.468750 Penalty: 3245.066162
	Iteration 11Q: 3 clusters Score -72549.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -72566.320312 Penalty: 3245.066162
	Iteration 12Q: 3 clusters Score -72566.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -72590.726562 Penalty: 3245.066162
	Iteration 13Q: 3 clusters Score -72590.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -72628.921875 Penalty: 3245.066162
	Iteration 14Q: 3 clusters Score -72628.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -72637.421875 Penalty: 3245.066162
	Iteration 15Q: 3 clusters Score -72637.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -72647.710938 Penalty: 3245.066162
	Iteration 16Q: 3 clusters Score -72647.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -72657.945312 Penalty: 3245.066162
	Iteration 17Q: 3 clusters Score -72657.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -72662.890625 Penalty: 3245.066162
	Iteration 18Q: 3 clusters Score -72662.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -72666.671875 Penalty: 3245.066162
	Iteration 19Q: 3 clusters Score -72666.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -72669.453125 Penalty: 3245.066162
	Iteration 20F: 3 clusters Score -72669.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Entering Unmasked Estep 
Score: -674111.812500 Penalty: 2148.343994
	Iteration 0F: 2 clusters Score -674111.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -669076.250000 Penalty: 4296.687988
	Iteration 0F: 3 clusters Score -669076.2 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -670532.000000 Penalty: 4296.687988
	Iteration 1F: 3 clusters Score -670532 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -671101.250000 Penalty: 4296.687988
	Iteration 2F: 3 clusters Score -671101.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -671641.687500 Penalty: 4296.687988
	Iteration 3F: 3 clusters Score -671641.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -672091.937500 Penalty: 4296.687988
	Iteration 4F: 3 clusters Score -672091.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -672386.437500 Penalty: 4296.687988
	Iteration 5F: 3 clusters Score -672386.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -672575.937500 Penalty: 4296.687988
	Iteration 6Q: 3 clusters Score -672575.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -672692.812500 Penalty: 4296.687988
	Iteration 7Q: 3 clusters Score -672692.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -672774.250000 Penalty: 4296.687988
	Iteration 8Q: 3 clusters Score -672774.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -672828.687500 Penalty: 4296.687988
	Iteration 9Q: 3 clusters Score -672828.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -672869.687500 Penalty: 4296.687988
	Iteration 10Q: 3 clusters Score -672869.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -672897.625000 Penalty: 4296.687988
	Iteration 11Q: 3 clusters Score -672897.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -672920.000000 Penalty: 4296.687988
	Iteration 12Q: 3 clusters Score -672920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -672931.687500 Penalty: 4296.687988
	Iteration 13Q: 3 clusters Score -672931.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -672940.312500 Penalty: 4296.687988
	Iteration 14Q: 3 clusters Score -672940.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -672948.187500 Penalty: 4296.687988
	Iteration 15Q: 3 clusters Score -672948.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -672953.750000 Penalty: 4296.687988
	Iteration 16Q: 3 clusters Score -672953.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -672958.812500 Penalty: 4296.687988
	Iteration 17Q: 3 clusters Score -672958.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -672960.437500 Penalty: 4296.687988
	Iteration 18Q: 3 clusters Score -672960.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -672960.625000 Penalty: 4296.687988
	Iteration 19Q: 3 clusters Score -672960.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -672962.187500 Penalty: 4296.687988
	Iteration 20F: 3 clusters Score -672962.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Entering Unmasked Estep 
Score: -2303944.500000 Penalty: 2442.991455
	Iteration 0F: 2 clusters Score -2303944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2290497.250000 Penalty: 4885.982910
	Iteration 0F: 3 clusters Score -2290497 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2295042.500000 Penalty: 4885.982910
	Iteration 1F: 3 clusters Score -2295042 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2295637.000000 Penalty: 4885.982910
	Iteration 2F: 3 clusters Score -2295637 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2296395.500000 Penalty: 4885.982910
	Iteration 3F: 3 clusters Score -2296396 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2297064.750000 Penalty: 4885.982910
	Iteration 4F: 3 clusters Score -2297065 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2297617.250000 Penalty: 4885.982910
	Iteration 5F: 3 clusters Score -2297617 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2298117.500000 Penalty: 4885.982910
	Iteration 6Q: 3 clusters Score -2298118 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2298698.250000 Penalty: 4885.982910
	Iteration 7Q: 3 clusters Score -2298698 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2299294.250000 Penalty: 4885.982910
	Iteration 8Q: 3 clusters Score -2299294 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2299880.250000 Penalty: 4885.982910
	Iteration 9Q: 3 clusters Score -2299880 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2300433.250000 Penalty: 4885.982910
	Iteration 10Q: 3 clusters Score -2300433 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2300983.750000 Penalty: 4885.982910
	Iteration 11Q: 3 clusters Score -2300984 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2301464.250000 Penalty: 4885.982910
	Iteration 12Q: 3 clusters Score -2301464 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2301777.250000 Penalty: 4885.982910
	Iteration 13Q: 3 clusters Score -2301777 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2301975.750000 Penalty: 4885.982910
	Iteration 14Q: 3 clusters Score -2301976 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2302108.250000 Penalty: 4885.982910
	Iteration 15Q: 3 clusters Score -2302108 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2302187.750000 Penalty: 4885.982910
	Iteration 16Q: 3 clusters Score -2302188 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2302239.000000 Penalty: 4885.982910
	Iteration 17Q: 3 clusters Score -2302239 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2302271.000000 Penalty: 4885.982910
	Iteration 18Q: 3 clusters Score -2302271 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2302304.250000 Penalty: 4885.982910
	Iteration 19Q: 3 clusters Score -2302304 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2302330.500000 Penalty: 4885.982910
	Iteration 20F: 3 clusters Score -2302330 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2302357.750000 Penalty: 4885.982910
	Iteration 21Q: 3 clusters Score -2302358 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -2302374.500000 Penalty: 4885.982910
	Iteration 22Q: 3 clusters Score -2302374 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2302382.750000 Penalty: 4885.982910
	Iteration 23Q: 3 clusters Score -2302383 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2302395.250000 Penalty: 4885.982910
	Iteration 24Q: 3 clusters Score -2302395 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2302407.750000 Penalty: 4885.982910
	Iteration 25Q: 3 clusters Score -2302408 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2302416.250000 Penalty: 4885.982910
	Iteration 26Q: 3 clusters Score -2302416 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2302415.000000 Penalty: 4885.982910
	Iteration 27Q: 3 clusters Score -2302415 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2302419.000000 Penalty: 4885.982910
	Iteration 28Q: 3 clusters Score -2302419 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2302421.750000 Penalty: 4885.982910
	Iteration 29Q: 3 clusters Score -2302422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2302423.500000 Penalty: 4885.982910
	Iteration 30Q: 3 clusters Score -2302424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2302423.750000 Penalty: 4885.982910
	Iteration 31Q: 3 clusters Score -2302424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2302421.750000 Penalty: 4885.982910
	Iteration 32Q: 3 clusters Score -2302422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -2302433.500000 Penalty: 4885.982910
	Iteration 33Q: 3 clusters Score -2302434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2302431.750000 Penalty: 4885.982910
	Iteration 34Q: 3 clusters Score -2302432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2302434.750000 Penalty: 4885.982910
	Iteration 35Q: 3 clusters Score -2302435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2302434.250000 Penalty: 4885.982910
	Iteration 36Q: 3 clusters Score -2302434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2302435.750000 Penalty: 4885.982910
	Iteration 37Q: 3 clusters Score -2302436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2302435.500000 Penalty: 4885.982910
	Iteration 38Q: 3 clusters Score -2302436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2302437.000000 Penalty: 4885.982910
	Iteration 39Q: 3 clusters Score -2302437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2302442.750000 Penalty: 4885.982910
	Iteration 40F: 3 clusters Score -2302443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2302446.250000 Penalty: 4885.982910
	Iteration 41Q: 3 clusters Score -2302446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2302442.000000 Penalty: 4885.982910
	Iteration 42Q: 3 clusters Score -2302442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2302446.750000 Penalty: 4885.982910
	Iteration 43Q: 3 clusters Score -2302447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2302447.500000 Penalty: 4885.982910
	Iteration 44Q: 3 clusters Score -2302448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2302454.250000 Penalty: 4885.982910
	Iteration 45Q: 3 clusters Score -2302454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2302458.000000 Penalty: 4885.982910
	Iteration 46Q: 3 clusters Score -2302458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2302454.500000 Penalty: 4885.982910
	Iteration 47Q: 3 clusters Score -2302454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2302454.000000 Penalty: 4885.982910
	Iteration 48Q: 3 clusters Score -2302454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2302453.500000 Penalty: 4885.982910
	Iteration 49Q: 3 clusters Score -2302454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2302454.500000 Penalty: 4885.982910
	Iteration 50Q: 3 clusters Score -2302454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2302454.000000 Penalty: 4885.982910
	Iteration 51Q: 3 clusters Score -2302454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2302456.500000 Penalty: 4885.982910
	Iteration 52Q: 3 clusters Score -2302456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2302453.000000 Penalty: 4885.982910
	Iteration 53Q: 3 clusters Score -2302453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2302455.250000 Penalty: 4885.982910
	Iteration 54Q: 3 clusters Score -2302455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2302455.750000 Penalty: 4885.982910
	Iteration 55Q: 3 clusters Score -2302456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2302454.500000 Penalty: 4885.982910
	Iteration 56Q: 3 clusters Score -2302454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2302456.750000 Penalty: 4885.982910
	Iteration 57Q: 3 clusters Score -2302457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2302461.000000 Penalty: 4885.982910
	Iteration 58Q: 3 clusters Score -2302461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2302459.250000 Penalty: 4885.982910
	Iteration 59Q: 3 clusters Score -2302459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2302457.250000 Penalty: 4885.982910
	Iteration 60F: 3 clusters Score -2302457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2302460.750000 Penalty: 4885.982910
	Iteration 61Q: 3 clusters Score -2302461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2302463.000000 Penalty: 4885.982910
	Iteration 62Q: 3 clusters Score -2302463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2302463.250000 Penalty: 4885.982910
	Iteration 63Q: 3 clusters Score -2302463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2302460.750000 Penalty: 4885.982910
	Iteration 64Q: 3 clusters Score -2302461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2302462.500000 Penalty: 4885.982910
	Iteration 65Q: 3 clusters Score -2302462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2302469.750000 Penalty: 4885.982910
	Iteration 66Q: 3 clusters Score -2302470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -2302468.500000 Penalty: 4885.982910
	Iteration 67Q: 3 clusters Score -2302468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2302469.250000 Penalty: 4885.982910
	Iteration 68Q: 3 clusters Score -2302469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2302469.250000 Penalty: 4885.982910
	Iteration 69F: 3 clusters Score -2302469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Entering Unmasked Estep 
Score: -4578084.500000 Penalty: 2610.773193
	Iteration 0F: 2 clusters Score -4578084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -4552776.000000 Penalty: 5221.546387
	Iteration 0F: 3 clusters Score -4552776 nChanged 17119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -4562097.500000 Penalty: 5221.546387
	Iteration 1F: 3 clusters Score -4562098 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -4562720.000000 Penalty: 5221.546387
	Iteration 2Q: 3 clusters Score -4562720 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -4563333.500000 Penalty: 5221.546387
	Iteration 3Q: 3 clusters Score -4563334 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -4563948.000000 Penalty: 5221.546387
	Iteration 4Q: 3 clusters Score -4563948 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -4564578.000000 Penalty: 5221.546387
	Iteration 5Q: 3 clusters Score -4564578 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -4565329.000000 Penalty: 5221.546387
	Iteration 6Q: 3 clusters Score -4565329 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -4566243.500000 Penalty: 5221.546387
	Iteration 7Q: 3 clusters Score -4566244 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -4567102.000000 Penalty: 5221.546387
	Iteration 8Q: 3 clusters Score -4567102 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -4567954.500000 Penalty: 5221.546387
	Iteration 9Q: 3 clusters Score -4567954 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -4568712.000000 Penalty: 5221.546387
	Iteration 10Q: 3 clusters Score -4568712 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -4569402.500000 Penalty: 5221.546387
	Iteration 11Q: 3 clusters Score -4569402 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -4569971.500000 Penalty: 5221.546387
	Iteration 12Q: 3 clusters Score -4569972 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -4570508.500000 Penalty: 5221.546387
	Iteration 13Q: 3 clusters Score -4570508 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -4571100.500000 Penalty: 5221.546387
	Iteration 14Q: 3 clusters Score -4571100 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -4571738.000000 Penalty: 5221.546387
	Iteration 15Q: 3 clusters Score -4571738 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -4572404.500000 Penalty: 5221.546387
	Iteration 16Q: 3 clusters Score -4572404 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -4573100.000000 Penalty: 5221.546387
	Iteration 17Q: 3 clusters Score -4573100 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -4573695.000000 Penalty: 5221.546387
	Iteration 18Q: 3 clusters Score -4573695 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -4574236.000000 Penalty: 5221.546387
	Iteration 19Q: 3 clusters Score -4574236 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -4574727.000000 Penalty: 5221.546387
	Iteration 20F: 3 clusters Score -4574727 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -4575127.500000 Penalty: 5221.546387
	Iteration 21Q: 3 clusters Score -4575128 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -4575423.000000 Penalty: 5221.546387
	Iteration 22Q: 3 clusters Score -4575423 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -4575622.500000 Penalty: 5221.546387
	Iteration 23Q: 3 clusters Score -4575622 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -4575773.500000 Penalty: 5221.546387
	Iteration 24Q: 3 clusters Score -4575774 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -4575875.500000 Penalty: 5221.546387
	Iteration 25Q: 3 clusters Score -4575876 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -4575966.000000 Penalty: 5221.546387
	Iteration 26Q: 3 clusters Score -4575966 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -4576031.000000 Penalty: 5221.546387
	Iteration 27Q: 3 clusters Score -4576031 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -4576070.500000 Penalty: 5221.546387
	Iteration 28Q: 3 clusters Score -4576070 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -4576115.000000 Penalty: 5221.546387
	Iteration 29Q: 3 clusters Score -4576115 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -4576140.500000 Penalty: 5221.546387
	Iteration 30Q: 3 clusters Score -4576140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -4576157.000000 Penalty: 5221.546387
	Iteration 31Q: 3 clusters Score -4576157 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -4576168.500000 Penalty: 5221.546387
	Iteration 32Q: 3 clusters Score -4576168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -4576171.000000 Penalty: 5221.546387
	Iteration 33Q: 3 clusters Score -4576171 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -4576169.000000 Penalty: 5221.546387
	Iteration 34Q: 3 clusters Score -4576169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -4576172.500000 Penalty: 5221.546387
	Iteration 35Q: 3 clusters Score -4576172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -4576186.000000 Penalty: 5221.546387
	Iteration 36Q: 3 clusters Score -4576186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -4576194.000000 Penalty: 5221.546387
	Iteration 37Q: 3 clusters Score -4576194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -4576206.000000 Penalty: 5221.546387
	Iteration 38Q: 3 clusters Score -4576206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -4576212.000000 Penalty: 5221.546387
	Iteration 39Q: 3 clusters Score -4576212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -4576222.500000 Penalty: 5221.546387
	Iteration 40F: 3 clusters Score -4576222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -4576230.500000 Penalty: 5221.546387
	Iteration 41Q: 3 clusters Score -4576230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -4576235.500000 Penalty: 5221.546387
	Iteration 42Q: 3 clusters Score -4576236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -4576238.000000 Penalty: 5221.546387
	Iteration 43Q: 3 clusters Score -4576238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -4576239.500000 Penalty: 5221.546387
	Iteration 44Q: 3 clusters Score -4576240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -4576246.000000 Penalty: 5221.546387
	Iteration 45Q: 3 clusters Score -4576246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -4576240.500000 Penalty: 5221.546387
	Iteration 46Q: 3 clusters Score -4576240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -4576250.500000 Penalty: 5221.546387
	Iteration 47Q: 3 clusters Score -4576250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -4576257.500000 Penalty: 5221.546387
	Iteration 48Q: 3 clusters Score -4576258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -4576256.500000 Penalty: 5221.546387
	Iteration 49Q: 3 clusters Score -4576256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -4576261.500000 Penalty: 5221.546387
	Iteration 50Q: 3 clusters Score -4576262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -4576265.500000 Penalty: 5221.546387
	Iteration 51Q: 3 clusters Score -4576266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -4576272.500000 Penalty: 5221.546387
	Iteration 52Q: 3 clusters Score -4576272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -4576269.500000 Penalty: 5221.546387
	Iteration 53Q: 3 clusters Score -4576270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -4576275.000000 Penalty: 5221.546387
	Iteration 54Q: 3 clusters Score -4576275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -4576281.500000 Penalty: 5221.546387
	Iteration 55Q: 3 clusters Score -4576282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -4576278.500000 Penalty: 5221.546387
	Iteration 56Q: 3 clusters Score -4576278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -4576281.000000 Penalty: 5221.546387
	Iteration 57Q: 3 clusters Score -4576281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -4576279.500000 Penalty: 5221.546387
	Iteration 58Q: 3 clusters Score -4576280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -4576276.500000 Penalty: 5221.546387
	Iteration 59Q: 3 clusters Score -4576276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -4576280.000000 Penalty: 5221.546387
	Iteration 60F: 3 clusters Score -4576280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -4576282.000000 Penalty: 5221.546387
	Iteration 61Q: 3 clusters Score -4576282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -4576286.500000 Penalty: 5221.546387
	Iteration 62Q: 3 clusters Score -4576286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -4576291.000000 Penalty: 5221.546387
	Iteration 63Q: 3 clusters Score -4576291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -4576288.000000 Penalty: 5221.546387
	Iteration 64Q: 3 clusters Score -4576288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -4576302.500000 Penalty: 5221.546387
	Iteration 65Q: 3 clusters Score -4576302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -4576295.000000 Penalty: 5221.546387
	Iteration 66Q: 3 clusters Score -4576295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -4576292.000000 Penalty: 5221.546387
	Iteration 67Q: 3 clusters Score -4576292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -4576293.500000 Penalty: 5221.546387
	Iteration 68Q: 3 clusters Score -4576294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -4576294.000000 Penalty: 5221.546387
	Iteration 69Q: 3 clusters Score -4576294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -4576296.000000 Penalty: 5221.546387
	Iteration 70Q: 3 clusters Score -4576296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -4576296.000000 Penalty: 5221.546387
	Iteration 71F: 3 clusters Score -4576296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Entering Unmasked Estep 
Score: -842471.250000 Penalty: 2211.227051
	Iteration 0F: 2 clusters Score -842471.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -836392.750000 Penalty: 4422.454102
	Iteration 0F: 3 clusters Score -836392.8 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -838010.812500 Penalty: 4422.454102
	Iteration 1F: 3 clusters Score -838010.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -838316.812500 Penalty: 4422.454102
	Iteration 2F: 3 clusters Score -838316.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -838497.750000 Penalty: 4422.454102
	Iteration 3F: 3 clusters Score -838497.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -838604.250000 Penalty: 4422.454102
	Iteration 4Q: 3 clusters Score -838604.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -838688.437500 Penalty: 4422.454102
	Iteration 5Q: 3 clusters Score -838688.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -838761.937500 Penalty: 4422.454102
	Iteration 6Q: 3 clusters Score -838761.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -838823.312500 Penalty: 4422.454102
	Iteration 7Q: 3 clusters Score -838823.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -838894.875000 Penalty: 4422.454102
	Iteration 8Q: 3 clusters Score -838894.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -838956.625000 Penalty: 4422.454102
	Iteration 9Q: 3 clusters Score -838956.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -839007.250000 Penalty: 4422.454102
	Iteration 10Q: 3 clusters Score -839007.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -839057.500000 Penalty: 4422.454102
	Iteration 11Q: 3 clusters Score -839057.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -839092.437500 Penalty: 4422.454102
	Iteration 12Q: 3 clusters Score -839092.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -839127.625000 Penalty: 4422.454102
	Iteration 13Q: 3 clusters Score -839127.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -839158.937500 Penalty: 4422.454102
	Iteration 14Q: 3 clusters Score -839158.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -839192.625000 Penalty: 4422.454102
	Iteration 15Q: 3 clusters Score -839192.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -839222.562500 Penalty: 4422.454102
	Iteration 16Q: 3 clusters Score -839222.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -839249.625000 Penalty: 4422.454102
	Iteration 17Q: 3 clusters Score -839249.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -839272.687500 Penalty: 4422.454102
	Iteration 18Q: 3 clusters Score -839272.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -839289.187500 Penalty: 4422.454102
	Iteration 19Q: 3 clusters Score -839289.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -839305.625000 Penalty: 4422.454102
	Iteration 20F: 3 clusters Score -839305.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -839320.562500 Penalty: 4422.454102
	Iteration 21Q: 3 clusters Score -839320.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -839333.875000 Penalty: 4422.454102
	Iteration 22Q: 3 clusters Score -839333.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -839344.062500 Penalty: 4422.454102
	Iteration 23Q: 3 clusters Score -839344.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -839359.562500 Penalty: 4422.454102
	Iteration 24Q: 3 clusters Score -839359.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -839377.375000 Penalty: 4422.454102
	Iteration 25Q: 3 clusters Score -839377.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -839396.625000 Penalty: 4422.454102
	Iteration 26Q: 3 clusters Score -839396.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -839413.000000 Penalty: 4422.454102
	Iteration 27Q: 3 clusters Score -839413 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -839424.125000 Penalty: 4422.454102
	Iteration 28Q: 3 clusters Score -839424.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -839438.875000 Penalty: 4422.454102
	Iteration 29Q: 3 clusters Score -839438.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -839452.250000 Penalty: 4422.454102
	Iteration 30Q: 3 clusters Score -839452.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -839470.875000 Penalty: 4422.454102
	Iteration 31Q: 3 clusters Score -839470.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -839488.187500 Penalty: 4422.454102
	Iteration 32Q: 3 clusters Score -839488.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -839505.312500 Penalty: 4422.454102
	Iteration 33Q: 3 clusters Score -839505.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -839526.812500 Penalty: 4422.454102
	Iteration 34Q: 3 clusters Score -839526.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -839551.000000 Penalty: 4422.454102
	Iteration 35Q: 3 clusters Score -839551 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -839575.562500 Penalty: 4422.454102
	Iteration 36Q: 3 clusters Score -839575.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -839606.375000 Penalty: 4422.454102
	Iteration 37Q: 3 clusters Score -839606.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -839635.937500 Penalty: 4422.454102
	Iteration 38Q: 3 clusters Score -839635.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -839667.125000 Penalty: 4422.454102
	Iteration 39Q: 3 clusters Score -839667.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -839695.937500 Penalty: 4422.454102
	Iteration 40F: 3 clusters Score -839695.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -839746.062500 Penalty: 4422.454102
	Iteration 41Q: 3 clusters Score -839746.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -839808.687500 Penalty: 4422.454102
	Iteration 42Q: 3 clusters Score -839808.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -839869.750000 Penalty: 4422.454102
	Iteration 43Q: 3 clusters Score -839869.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -839938.312500 Penalty: 4422.454102
	Iteration 44Q: 3 clusters Score -839938.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -840010.875000 Penalty: 4422.454102
	Iteration 45Q: 3 clusters Score -840010.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -840086.125000 Penalty: 4422.454102
	Iteration 46Q: 3 clusters Score -840086.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -840166.875000 Penalty: 4422.454102
	Iteration 47Q: 3 clusters Score -840166.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -840230.687500 Penalty: 4422.454102
	Iteration 48Q: 3 clusters Score -840230.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -840290.437500 Penalty: 4422.454102
	Iteration 49Q: 3 clusters Score -840290.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -840351.375000 Penalty: 4422.454102
	Iteration 50Q: 3 clusters Score -840351.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -840416.125000 Penalty: 4422.454102
	Iteration 51Q: 3 clusters Score -840416.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -840455.812500 Penalty: 4422.454102
	Iteration 52Q: 3 clusters Score -840455.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -840490.812500 Penalty: 4422.454102
	Iteration 53Q: 3 clusters Score -840490.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -840521.625000 Penalty: 4422.454102
	Iteration 54Q: 3 clusters Score -840521.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -840548.562500 Penalty: 4422.454102
	Iteration 55Q: 3 clusters Score -840548.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -840567.250000 Penalty: 4422.454102
	Iteration 56Q: 3 clusters Score -840567.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -840595.250000 Penalty: 4422.454102
	Iteration 57Q: 3 clusters Score -840595.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -840615.312500 Penalty: 4422.454102
	Iteration 58Q: 3 clusters Score -840615.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -840632.875000 Penalty: 4422.454102
	Iteration 59Q: 3 clusters Score -840632.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -840654.375000 Penalty: 4422.454102
	Iteration 60F: 3 clusters Score -840654.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -840670.812500 Penalty: 4422.454102
	Iteration 61Q: 3 clusters Score -840670.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -840676.062500 Penalty: 4422.454102
	Iteration 62Q: 3 clusters Score -840676.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -840683.812500 Penalty: 4422.454102
	Iteration 63Q: 3 clusters Score -840683.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -840688.750000 Penalty: 4422.454102
	Iteration 64Q: 3 clusters Score -840688.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -840694.375000 Penalty: 4422.454102
	Iteration 65Q: 3 clusters Score -840694.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -840697.187500 Penalty: 4422.454102
	Iteration 66Q: 3 clusters Score -840697.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -840700.875000 Penalty: 4422.454102
	Iteration 67Q: 3 clusters Score -840700.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -840702.625000 Penalty: 4422.454102
	Iteration 68Q: 3 clusters Score -840702.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -840704.375000 Penalty: 4422.454102
	Iteration 69Q: 3 clusters Score -840704.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -840706.437500 Penalty: 4422.454102
	Iteration 70Q: 3 clusters Score -840706.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -840709.125000 Penalty: 4422.454102
	Iteration 71Q: 3 clusters Score -840709.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -840709.687500 Penalty: 4422.454102
	Iteration 72Q: 3 clusters Score -840709.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -840711.625000 Penalty: 4422.454102
	Iteration 73Q: 3 clusters Score -840711.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -840715.937500 Penalty: 4422.454102
	Iteration 74Q: 3 clusters Score -840715.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -840717.250000 Penalty: 4422.454102
	Iteration 75Q: 3 clusters Score -840717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -840717.812500 Penalty: 4422.454102
	Iteration 76Q: 3 clusters Score -840717.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -840717.812500 Penalty: 4422.454102
	Iteration 77F: 3 clusters Score -840717.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (195442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195442 members 
Entering Unmasked Estep 
Score: -24047026.000000 Penalty: 3021.388672
	Iteration 0F: 2 clusters Score -2.404703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97912 members 
Mstep: Class 2 contains 97530 members 
Entering Unmasked Estep 
Score: -23923672.000000 Penalty: 6042.777344
	Iteration 0F: 3 clusters Score -2.392367e+07 nChanged 93962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101638 members 
Mstep: Class 2 contains 93804 members 
Entering Unmasked Estep 
Score: -23978606.000000 Penalty: 6042.777344
	Iteration 1F: 3 clusters Score -2.397861e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104058 members 
Mstep: Class 2 contains 91384 members 
Entering Unmasked Estep 
Score: -23979848.000000 Penalty: 6042.777344
	Iteration 2Q: 3 clusters Score -2.397985e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107829 members 
Mstep: Class 2 contains 87613 members 
Entering Unmasked Estep 
Score: -23981516.000000 Penalty: 6042.777344
	Iteration 3Q: 3 clusters Score -2.398152e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113684 members 
Mstep: Class 2 contains 81758 members 
Entering Unmasked Estep 
Score: -23984424.000000 Penalty: 6042.777344
	Iteration 4Q: 3 clusters Score -2.398442e+07 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122363 members 
Mstep: Class 2 contains 73079 members 
Entering Unmasked Estep 
Score: -23989318.000000 Penalty: 6042.777344
	Iteration 5Q: 3 clusters Score -2.398932e+07 nChanged 12653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134460 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -23997824.000000 Penalty: 6042.777344
	Iteration 6F: 3 clusters Score -2.399782e+07 nChanged 15334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149548 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -24010162.000000 Penalty: 6042.777344
	Iteration 7F: 3 clusters Score -2.401016e+07 nChanged 15688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165146 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -24022686.000000 Penalty: 6042.777344
	Iteration 8F: 3 clusters Score -2.402269e+07 nChanged 12322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177372 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -24032344.000000 Penalty: 6042.777344
	Iteration 9F: 3 clusters Score -2.403234e+07 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184748 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -24037624.000000 Penalty: 6042.777344
	Iteration 10Q: 3 clusters Score -2.403762e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188807 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -24040608.000000 Penalty: 6042.777344
	Iteration 11Q: 3 clusters Score -2.404061e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190986 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -24042140.000000 Penalty: 6042.777344
	Iteration 12Q: 3 clusters Score -2.404214e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192196 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -24042872.000000 Penalty: 6042.777344
	Iteration 13Q: 3 clusters Score -2.404287e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192963 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -24043344.000000 Penalty: 6042.777344
	Iteration 14Q: 3 clusters Score -2.404334e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193481 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -24043606.000000 Penalty: 6042.777344
	Iteration 15Q: 3 clusters Score -2.404361e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193824 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -24043822.000000 Penalty: 6042.777344
	Iteration 16Q: 3 clusters Score -2.404382e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194027 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -24043956.000000 Penalty: 6042.777344
	Iteration 17Q: 3 clusters Score -2.404396e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194171 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -24044038.000000 Penalty: 6042.777344
	Iteration 18Q: 3 clusters Score -2.404404e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194264 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -24044120.000000 Penalty: 6042.777344
	Iteration 19Q: 3 clusters Score -2.404412e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194362 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -24044214.000000 Penalty: 6042.777344
	Iteration 20F: 3 clusters Score -2.404421e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194426 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -24044240.000000 Penalty: 6042.777344
	Iteration 21Q: 3 clusters Score -2.404424e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194467 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -24044274.000000 Penalty: 6042.777344
	Iteration 22Q: 3 clusters Score -2.404427e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194496 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -24044300.000000 Penalty: 6042.777344
	Iteration 23Q: 3 clusters Score -2.40443e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194536 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -24044338.000000 Penalty: 6042.777344
	Iteration 24Q: 3 clusters Score -2.404434e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194550 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -24044362.000000 Penalty: 6042.777344
	Iteration 25Q: 3 clusters Score -2.404436e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194564 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -24044398.000000 Penalty: 6042.777344
	Iteration 26Q: 3 clusters Score -2.40444e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194576 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -24044402.000000 Penalty: 6042.777344
	Iteration 27Q: 3 clusters Score -2.40444e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194586 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -24044388.000000 Penalty: 6042.777344
	Iteration 28Q: 3 clusters Score -2.404439e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194590 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -24044390.000000 Penalty: 6042.777344
	Iteration 29Q: 3 clusters Score -2.404439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194593 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -24044386.000000 Penalty: 6042.777344
	Iteration 30Q: 3 clusters Score -2.404439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194598 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -24044402.000000 Penalty: 6042.777344
	Iteration 31Q: 3 clusters Score -2.40444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194599 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -24044404.000000 Penalty: 6042.777344
	Iteration 32Q: 3 clusters Score -2.40444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194599 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -24044404.000000 Penalty: 6042.777344
	Iteration 33F: 3 clusters Score -2.40444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Entering Unmasked Estep 
Score: -1206394.375000 Penalty: 2291.326416
	Iteration 0F: 2 clusters Score -1206394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1198483.000000 Penalty: 4582.652832
	Iteration 0F: 3 clusters Score -1198483 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1200946.375000 Penalty: 4582.652832
	Iteration 1F: 3 clusters Score -1200946 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1201317.000000 Penalty: 4582.652832
	Iteration 2F: 3 clusters Score -1201317 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1201587.875000 Penalty: 4582.652832
	Iteration 3F: 3 clusters Score -1201588 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1201822.250000 Penalty: 4582.652832
	Iteration 4Q: 3 clusters Score -1201822 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1202035.375000 Penalty: 4582.652832
	Iteration 5Q: 3 clusters Score -1202035 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1202239.750000 Penalty: 4582.652832
	Iteration 6Q: 3 clusters Score -1202240 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1202425.500000 Penalty: 4582.652832
	Iteration 7Q: 3 clusters Score -1202426 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1202598.375000 Penalty: 4582.652832
	Iteration 8Q: 3 clusters Score -1202598 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1202805.500000 Penalty: 4582.652832
	Iteration 9Q: 3 clusters Score -1202806 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1203031.625000 Penalty: 4582.652832
	Iteration 10Q: 3 clusters Score -1203032 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1203248.125000 Penalty: 4582.652832
	Iteration 11Q: 3 clusters Score -1203248 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1203448.125000 Penalty: 4582.652832
	Iteration 12Q: 3 clusters Score -1203448 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1203598.875000 Penalty: 4582.652832
	Iteration 13Q: 3 clusters Score -1203599 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1203689.875000 Penalty: 4582.652832
	Iteration 14Q: 3 clusters Score -1203690 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1203749.000000 Penalty: 4582.652832
	Iteration 15Q: 3 clusters Score -1203749 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1203785.750000 Penalty: 4582.652832
	Iteration 16Q: 3 clusters Score -1203786 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1203806.750000 Penalty: 4582.652832
	Iteration 17Q: 3 clusters Score -1203807 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1203828.750000 Penalty: 4582.652832
	Iteration 18Q: 3 clusters Score -1203829 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1203846.375000 Penalty: 4582.652832
	Iteration 19Q: 3 clusters Score -1203846 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1203869.875000 Penalty: 4582.652832
	Iteration 20F: 3 clusters Score -1203870 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1203881.000000 Penalty: 4582.652832
	Iteration 21Q: 3 clusters Score -1203881 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1203888.250000 Penalty: 4582.652832
	Iteration 22Q: 3 clusters Score -1203888 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1203897.125000 Penalty: 4582.652832
	Iteration 23Q: 3 clusters Score -1203897 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1203905.500000 Penalty: 4582.652832
	Iteration 24Q: 3 clusters Score -1203906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1203910.875000 Penalty: 4582.652832
	Iteration 25Q: 3 clusters Score -1203911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1203916.375000 Penalty: 4582.652832
	Iteration 26Q: 3 clusters Score -1203916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1203925.625000 Penalty: 4582.652832
	Iteration 27Q: 3 clusters Score -1203926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1203931.875000 Penalty: 4582.652832
	Iteration 28Q: 3 clusters Score -1203932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1203934.875000 Penalty: 4582.652832
	Iteration 29Q: 3 clusters Score -1203935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1203940.125000 Penalty: 4582.652832
	Iteration 30Q: 3 clusters Score -1203940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1203942.750000 Penalty: 4582.652832
	Iteration 31Q: 3 clusters Score -1203943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1203947.875000 Penalty: 4582.652832
	Iteration 32Q: 3 clusters Score -1203948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1203952.125000 Penalty: 4582.652832
	Iteration 33Q: 3 clusters Score -1203952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1203957.000000 Penalty: 4582.652832
	Iteration 34Q: 3 clusters Score -1203957 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1203967.375000 Penalty: 4582.652832
	Iteration 35Q: 3 clusters Score -1203967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1203980.250000 Penalty: 4582.652832
	Iteration 36Q: 3 clusters Score -1203980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1203988.625000 Penalty: 4582.652832
	Iteration 37Q: 3 clusters Score -1203989 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1203996.625000 Penalty: 4582.652832
	Iteration 38Q: 3 clusters Score -1203997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1204002.125000 Penalty: 4582.652832
	Iteration 39Q: 3 clusters Score -1204002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1204013.625000 Penalty: 4582.652832
	Iteration 40F: 3 clusters Score -1204014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1204018.750000 Penalty: 4582.652832
	Iteration 41Q: 3 clusters Score -1204019 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1204027.875000 Penalty: 4582.652832
	Iteration 42Q: 3 clusters Score -1204028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1204028.375000 Penalty: 4582.652832
	Iteration 43Q: 3 clusters Score -1204028 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1204032.750000 Penalty: 4582.652832
	Iteration 44Q: 3 clusters Score -1204033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1204045.750000 Penalty: 4582.652832
	Iteration 45Q: 3 clusters Score -1204046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1204054.125000 Penalty: 4582.652832
	Iteration 46Q: 3 clusters Score -1204054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1204060.625000 Penalty: 4582.652832
	Iteration 47Q: 3 clusters Score -1204061 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1204066.250000 Penalty: 4582.652832
	Iteration 48Q: 3 clusters Score -1204066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1204067.125000 Penalty: 4582.652832
	Iteration 49Q: 3 clusters Score -1204067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1204069.875000 Penalty: 4582.652832
	Iteration 50Q: 3 clusters Score -1204070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1204072.625000 Penalty: 4582.652832
	Iteration 51Q: 3 clusters Score -1204073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1204077.250000 Penalty: 4582.652832
	Iteration 52Q: 3 clusters Score -1204077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1204083.125000 Penalty: 4582.652832
	Iteration 53Q: 3 clusters Score -1204083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1204082.750000 Penalty: 4582.652832
	Iteration 54Q: 3 clusters Score -1204083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1204087.000000 Penalty: 4582.652832
	Iteration 55Q: 3 clusters Score -1204087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1204087.625000 Penalty: 4582.652832
	Iteration 56Q: 3 clusters Score -1204088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1204087.500000 Penalty: 4582.652832
	Iteration 57Q: 3 clusters Score -1204088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1204089.625000 Penalty: 4582.652832
	Iteration 58Q: 3 clusters Score -1204090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1204094.875000 Penalty: 4582.652832
	Iteration 59Q: 3 clusters Score -1204095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1204096.500000 Penalty: 4582.652832
	Iteration 60F: 3 clusters Score -1204096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1204098.125000 Penalty: 4582.652832
	Iteration 61Q: 3 clusters Score -1204098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1204098.500000 Penalty: 4582.652832
	Iteration 62Q: 3 clusters Score -1204098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1204099.625000 Penalty: 4582.652832
	Iteration 63Q: 3 clusters Score -1204100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1204100.125000 Penalty: 4582.652832
	Iteration 64Q: 3 clusters Score -1204100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1204104.125000 Penalty: 4582.652832
	Iteration 65Q: 3 clusters Score -1204104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1204105.125000 Penalty: 4582.652832
	Iteration 66Q: 3 clusters Score -1204105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1204105.000000 Penalty: 4582.652832
	Iteration 67Q: 3 clusters Score -1204105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1204105.375000 Penalty: 4582.652832
	Iteration 68Q: 3 clusters Score -1204105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1204106.875000 Penalty: 4582.652832
	Iteration 69Q: 3 clusters Score -1204107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1204106.625000 Penalty: 4582.652832
	Iteration 70Q: 3 clusters Score -1204107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1204107.125000 Penalty: 4582.652832
	Iteration 71Q: 3 clusters Score -1204107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1204109.375000 Penalty: 4582.652832
	Iteration 72Q: 3 clusters Score -1204109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1204109.000000 Penalty: 4582.652832
	Iteration 73Q: 3 clusters Score -1204109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1204110.875000 Penalty: 4582.652832
	Iteration 74Q: 3 clusters Score -1204111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1204114.250000 Penalty: 4582.652832
	Iteration 75Q: 3 clusters Score -1204114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1204114.625000 Penalty: 4582.652832
	Iteration 76Q: 3 clusters Score -1204115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1204111.750000 Penalty: 4582.652832
	Iteration 77Q: 3 clusters Score -1204112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1204112.500000 Penalty: 4582.652832
	Iteration 78Q: 3 clusters Score -1204112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1204110.625000 Penalty: 4582.652832
	Iteration 79Q: 3 clusters Score -1204111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1204111.625000 Penalty: 4582.652832
	Iteration 80F: 3 clusters Score -1204112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (101615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101615 members 
Entering Unmasked Estep 
Score: -12407742.000000 Penalty: 2859.178711
	Iteration 0F: 2 clusters Score -1.240774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
Score: -12339708.000000 Penalty: 5718.357422
	Iteration 0F: 3 clusters Score -1.233971e+07 nChanged 48070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 53474 members 
Entering Unmasked Estep 
Score: -12367689.000000 Penalty: 5718.357422
	Iteration 1F: 3 clusters Score -1.236769e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 55474 members 
Entering Unmasked Estep 
Score: -12368761.000000 Penalty: 5718.357422
	Iteration 2Q: 3 clusters Score -1.236876e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -12370431.000000 Penalty: 5718.357422
	Iteration 3Q: 3 clusters Score -1.237043e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 62767 members 
Entering Unmasked Estep 
Score: -12373022.000000 Penalty: 5718.357422
	Iteration 4F: 3 clusters Score -1.237302e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 68609 members 
Entering Unmasked Estep 
Score: -12376766.000000 Penalty: 5718.357422
	Iteration 5F: 3 clusters Score -1.237677e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 75909 members 
Entering Unmasked Estep 
Score: -12382418.000000 Penalty: 5718.357422
	Iteration 6F: 3 clusters Score -1.238242e+07 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 83829 members 
Entering Unmasked Estep 
Score: -12389284.000000 Penalty: 5718.357422
	Iteration 7F: 3 clusters Score -1.238928e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 90947 members 
Entering Unmasked Estep 
Score: -12395978.000000 Penalty: 5718.357422
	Iteration 8F: 3 clusters Score -1.239598e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 96041 members 
Entering Unmasked Estep 
Score: -12400846.000000 Penalty: 5718.357422
	Iteration 9F: 3 clusters Score -1.240085e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 98992 members 
Entering Unmasked Estep 
Score: -12403430.000000 Penalty: 5718.357422
	Iteration 10Q: 3 clusters Score -1.240343e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 100229 members 
Entering Unmasked Estep 
Score: -12404536.000000 Penalty: 5718.357422
	Iteration 11Q: 3 clusters Score -1.240454e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 100745 members 
Entering Unmasked Estep 
Score: -12404959.000000 Penalty: 5718.357422
	Iteration 12Q: 3 clusters Score -1.240496e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 100949 members 
Entering Unmasked Estep 
Score: -12405132.000000 Penalty: 5718.357422
	Iteration 13Q: 3 clusters Score -1.240513e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 101030 members 
Entering Unmasked Estep 
Score: -12405194.000000 Penalty: 5718.357422
	Iteration 14Q: 3 clusters Score -1.240519e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 101084 members 
Entering Unmasked Estep 
Score: -12405232.000000 Penalty: 5718.357422
	Iteration 15Q: 3 clusters Score -1.240523e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 101108 members 
Entering Unmasked Estep 
Score: -12405267.000000 Penalty: 5718.357422
	Iteration 16Q: 3 clusters Score -1.240527e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 101128 members 
Entering Unmasked Estep 
Score: -12405279.000000 Penalty: 5718.357422
	Iteration 17Q: 3 clusters Score -1.240528e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 101145 members 
Entering Unmasked Estep 
Score: -12405299.000000 Penalty: 5718.357422
	Iteration 18Q: 3 clusters Score -1.24053e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 101157 members 
Entering Unmasked Estep 
Score: -12405333.000000 Penalty: 5718.357422
	Iteration 19Q: 3 clusters Score -1.240533e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 101170 members 
Entering Unmasked Estep 
Score: -12405331.000000 Penalty: 5718.357422
	Iteration 20F: 3 clusters Score -1.240533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 101180 members 
Entering Unmasked Estep 
Score: -12405345.000000 Penalty: 5718.357422
	Iteration 21Q: 3 clusters Score -1.240534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 101182 members 
Entering Unmasked Estep 
Score: -12405340.000000 Penalty: 5718.357422
	Iteration 22Q: 3 clusters Score -1.240534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 101184 members 
Entering Unmasked Estep 
Score: -12405335.000000 Penalty: 5718.357422
	Iteration 23Q: 3 clusters Score -1.240534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 101187 members 
Entering Unmasked Estep 
Score: -12405335.000000 Penalty: 5718.357422
	Iteration 24Q: 3 clusters Score -1.240534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 101190 members 
Entering Unmasked Estep 
Score: -12405337.000000 Penalty: 5718.357422
	Iteration 25Q: 3 clusters Score -1.240534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 101191 members 
Entering Unmasked Estep 
Score: -12405334.000000 Penalty: 5718.357422
	Iteration 26Q: 3 clusters Score -1.240533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 101192 members 
Entering Unmasked Estep 
Score: -12405338.000000 Penalty: 5718.357422
	Iteration 27Q: 3 clusters Score -1.240534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 101193 members 
Entering Unmasked Estep 
Score: -12405344.000000 Penalty: 5718.357422
	Iteration 28Q: 3 clusters Score -1.240534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 101194 members 
Entering Unmasked Estep 
Score: -12405344.000000 Penalty: 5718.357422
	Iteration 29Q: 3 clusters Score -1.240534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 101197 members 
Entering Unmasked Estep 
Score: -12405340.000000 Penalty: 5718.357422
	Iteration 30Q: 3 clusters Score -1.240534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 101196 members 
Entering Unmasked Estep 
Score: -12405344.000000 Penalty: 5718.357422
	Iteration 31Q: 3 clusters Score -1.240534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 101196 members 
Entering Unmasked Estep 
Score: -12405344.000000 Penalty: 5718.357422
	Iteration 32F: 3 clusters Score -1.240534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Entering Unmasked Estep 
Score: -3260391.500000 Penalty: 2526.742676
	Iteration 0F: 2 clusters Score -3260392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -3241907.500000 Penalty: 5053.485352
	Iteration 0F: 3 clusters Score -3241908 nChanged 12033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -3248584.000000 Penalty: 5053.485352
	Iteration 1F: 3 clusters Score -3248584 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -3249168.250000 Penalty: 5053.485352
	Iteration 2F: 3 clusters Score -3249168 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3249724.750000 Penalty: 5053.485352
	Iteration 3Q: 3 clusters Score -3249725 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -3250309.500000 Penalty: 5053.485352
	Iteration 4Q: 3 clusters Score -3250310 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -3250915.500000 Penalty: 5053.485352
	Iteration 5Q: 3 clusters Score -3250916 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -3251619.250000 Penalty: 5053.485352
	Iteration 6Q: 3 clusters Score -3251619 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -3252486.000000 Penalty: 5053.485352
	Iteration 7F: 3 clusters Score -3252486 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -3253459.500000 Penalty: 5053.485352
	Iteration 8F: 3 clusters Score -3253460 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -3254516.750000 Penalty: 5053.485352
	Iteration 9F: 3 clusters Score -3254517 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -3255516.750000 Penalty: 5053.485352
	Iteration 10Q: 3 clusters Score -3255517 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -3256271.250000 Penalty: 5053.485352
	Iteration 11Q: 3 clusters Score -3256271 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -3256870.000000 Penalty: 5053.485352
	Iteration 12Q: 3 clusters Score -3256870 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -3257294.500000 Penalty: 5053.485352
	Iteration 13Q: 3 clusters Score -3257294 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -3257588.500000 Penalty: 5053.485352
	Iteration 14Q: 3 clusters Score -3257588 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -3257796.250000 Penalty: 5053.485352
	Iteration 15Q: 3 clusters Score -3257796 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -3257916.750000 Penalty: 5053.485352
	Iteration 16Q: 3 clusters Score -3257917 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -3258000.750000 Penalty: 5053.485352
	Iteration 17Q: 3 clusters Score -3258001 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -3258079.750000 Penalty: 5053.485352
	Iteration 18Q: 3 clusters Score -3258080 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -3258121.500000 Penalty: 5053.485352
	Iteration 19Q: 3 clusters Score -3258122 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -3258160.250000 Penalty: 5053.485352
	Iteration 20F: 3 clusters Score -3258160 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -3258193.000000 Penalty: 5053.485352
	Iteration 21Q: 3 clusters Score -3258193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -3258200.500000 Penalty: 5053.485352
	Iteration 22Q: 3 clusters Score -3258200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -3258205.750000 Penalty: 5053.485352
	Iteration 23Q: 3 clusters Score -3258206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -3258216.250000 Penalty: 5053.485352
	Iteration 24Q: 3 clusters Score -3258216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -3258225.750000 Penalty: 5053.485352
	Iteration 25Q: 3 clusters Score -3258226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3258233.500000 Penalty: 5053.485352
	Iteration 26Q: 3 clusters Score -3258234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -3258240.500000 Penalty: 5053.485352
	Iteration 27Q: 3 clusters Score -3258240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -3258247.250000 Penalty: 5053.485352
	Iteration 28Q: 3 clusters Score -3258247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -3258248.250000 Penalty: 5053.485352
	Iteration 29Q: 3 clusters Score -3258248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3258251.250000 Penalty: 5053.485352
	Iteration 30Q: 3 clusters Score -3258251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -3258254.250000 Penalty: 5053.485352
	Iteration 31Q: 3 clusters Score -3258254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -3258253.500000 Penalty: 5053.485352
	Iteration 32Q: 3 clusters Score -3258254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -3258263.500000 Penalty: 5053.485352
	Iteration 33Q: 3 clusters Score -3258264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -3258260.750000 Penalty: 5053.485352
	Iteration 34Q: 3 clusters Score -3258261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -3258260.000000 Penalty: 5053.485352
	Iteration 35Q: 3 clusters Score -3258260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -3258265.500000 Penalty: 5053.485352
	Iteration 36Q: 3 clusters Score -3258266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -3258271.000000 Penalty: 5053.485352
	Iteration 37Q: 3 clusters Score -3258271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -3258278.000000 Penalty: 5053.485352
	Iteration 38Q: 3 clusters Score -3258278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -3258279.500000 Penalty: 5053.485352
	Iteration 39Q: 3 clusters Score -3258280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -3258284.750000 Penalty: 5053.485352
	Iteration 40F: 3 clusters Score -3258285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -3258288.500000 Penalty: 5053.485352
	Iteration 41Q: 3 clusters Score -3258288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -3258292.250000 Penalty: 5053.485352
	Iteration 42Q: 3 clusters Score -3258292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -3258293.000000 Penalty: 5053.485352
	Iteration 43Q: 3 clusters Score -3258293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -3258295.000000 Penalty: 5053.485352
	Iteration 44Q: 3 clusters Score -3258295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -3258295.000000 Penalty: 5053.485352
	Iteration 45F: 3 clusters Score -3258295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Entering Unmasked Estep 
Score: -3792494.000000 Penalty: 2581.419434
	Iteration 0F: 2 clusters Score -3792494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -3769875.000000 Penalty: 5162.838867
	Iteration 0F: 3 clusters Score -3769875 nChanged 15019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -3778449.500000 Penalty: 5162.838867
	Iteration 1F: 3 clusters Score -3778450 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -3779408.250000 Penalty: 5162.838867
	Iteration 2F: 3 clusters Score -3779408 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -3780443.250000 Penalty: 5162.838867
	Iteration 3F: 3 clusters Score -3780443 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -3781601.500000 Penalty: 5162.838867
	Iteration 4F: 3 clusters Score -3781602 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -3782802.000000 Penalty: 5162.838867
	Iteration 5F: 3 clusters Score -3782802 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -3783898.000000 Penalty: 5162.838867
	Iteration 6F: 3 clusters Score -3783898 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -3784876.250000 Penalty: 5162.838867
	Iteration 7Q: 3 clusters Score -3784876 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -3785782.000000 Penalty: 5162.838867
	Iteration 8Q: 3 clusters Score -3785782 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -3786499.500000 Penalty: 5162.838867
	Iteration 9Q: 3 clusters Score -3786500 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -3787151.750000 Penalty: 5162.838867
	Iteration 10Q: 3 clusters Score -3787152 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -3787677.750000 Penalty: 5162.838867
	Iteration 11Q: 3 clusters Score -3787678 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -3788109.250000 Penalty: 5162.838867
	Iteration 12Q: 3 clusters Score -3788109 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -3788440.000000 Penalty: 5162.838867
	Iteration 13Q: 3 clusters Score -3788440 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -3788719.500000 Penalty: 5162.838867
	Iteration 14Q: 3 clusters Score -3788720 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -3788922.500000 Penalty: 5162.838867
	Iteration 15Q: 3 clusters Score -3788922 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -3789105.500000 Penalty: 5162.838867
	Iteration 16Q: 3 clusters Score -3789106 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -3789292.000000 Penalty: 5162.838867
	Iteration 17Q: 3 clusters Score -3789292 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -3789459.250000 Penalty: 5162.838867
	Iteration 18Q: 3 clusters Score -3789459 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -3789599.500000 Penalty: 5162.838867
	Iteration 19Q: 3 clusters Score -3789600 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -3789715.250000 Penalty: 5162.838867
	Iteration 20F: 3 clusters Score -3789715 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -3789875.000000 Penalty: 5162.838867
	Iteration 21Q: 3 clusters Score -3789875 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -3789954.750000 Penalty: 5162.838867
	Iteration 22Q: 3 clusters Score -3789955 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -3790021.250000 Penalty: 5162.838867
	Iteration 23Q: 3 clusters Score -3790021 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -3790099.750000 Penalty: 5162.838867
	Iteration 24Q: 3 clusters Score -3790100 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3790167.750000 Penalty: 5162.838867
	Iteration 25Q: 3 clusters Score -3790168 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -3790241.500000 Penalty: 5162.838867
	Iteration 26Q: 3 clusters Score -3790242 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -3790319.750000 Penalty: 5162.838867
	Iteration 27Q: 3 clusters Score -3790320 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -3790381.250000 Penalty: 5162.838867
	Iteration 28Q: 3 clusters Score -3790381 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -3790439.250000 Penalty: 5162.838867
	Iteration 29Q: 3 clusters Score -3790439 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3790483.750000 Penalty: 5162.838867
	Iteration 30Q: 3 clusters Score -3790484 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -3790504.500000 Penalty: 5162.838867
	Iteration 31Q: 3 clusters Score -3790504 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3790558.000000 Penalty: 5162.838867
	Iteration 32Q: 3 clusters Score -3790558 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -3790591.250000 Penalty: 5162.838867
	Iteration 33Q: 3 clusters Score -3790591 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3790636.500000 Penalty: 5162.838867
	Iteration 34Q: 3 clusters Score -3790636 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3790666.250000 Penalty: 5162.838867
	Iteration 35Q: 3 clusters Score -3790666 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3790687.250000 Penalty: 5162.838867
	Iteration 36Q: 3 clusters Score -3790687 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3790719.500000 Penalty: 5162.838867
	Iteration 37Q: 3 clusters Score -3790720 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3790740.250000 Penalty: 5162.838867
	Iteration 38Q: 3 clusters Score -3790740 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3790755.750000 Penalty: 5162.838867
	Iteration 39Q: 3 clusters Score -3790756 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3790781.250000 Penalty: 5162.838867
	Iteration 40F: 3 clusters Score -3790781 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3790792.000000 Penalty: 5162.838867
	Iteration 41Q: 3 clusters Score -3790792 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3790816.250000 Penalty: 5162.838867
	Iteration 42Q: 3 clusters Score -3790816 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3790828.250000 Penalty: 5162.838867
	Iteration 43Q: 3 clusters Score -3790828 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3790843.250000 Penalty: 5162.838867
	Iteration 44Q: 3 clusters Score -3790843 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3790850.000000 Penalty: 5162.838867
	Iteration 45Q: 3 clusters Score -3790850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3790862.000000 Penalty: 5162.838867
	Iteration 46Q: 3 clusters Score -3790862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3790866.000000 Penalty: 5162.838867
	Iteration 47Q: 3 clusters Score -3790866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3790875.000000 Penalty: 5162.838867
	Iteration 48Q: 3 clusters Score -3790875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3790879.750000 Penalty: 5162.838867
	Iteration 49Q: 3 clusters Score -3790880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3790895.250000 Penalty: 5162.838867
	Iteration 50Q: 3 clusters Score -3790895 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3790892.500000 Penalty: 5162.838867
	Iteration 51Q: 3 clusters Score -3790892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3790895.250000 Penalty: 5162.838867
	Iteration 52Q: 3 clusters Score -3790895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3790904.000000 Penalty: 5162.838867
	Iteration 53Q: 3 clusters Score -3790904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3790902.000000 Penalty: 5162.838867
	Iteration 54Q: 3 clusters Score -3790902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3790905.250000 Penalty: 5162.838867
	Iteration 55Q: 3 clusters Score -3790905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3790903.000000 Penalty: 5162.838867
	Iteration 56Q: 3 clusters Score -3790903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3790903.000000 Penalty: 5162.838867
	Iteration 57Q: 3 clusters Score -3790903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3790909.000000 Penalty: 5162.838867
	Iteration 58Q: 3 clusters Score -3790909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3790906.750000 Penalty: 5162.838867
	Iteration 59Q: 3 clusters Score -3790907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3790912.000000 Penalty: 5162.838867
	Iteration 60F: 3 clusters Score -3790912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3790910.000000 Penalty: 5162.838867
	Iteration 61Q: 3 clusters Score -3790910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3790909.250000 Penalty: 5162.838867
	Iteration 62Q: 3 clusters Score -3790909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3790908.500000 Penalty: 5162.838867
	Iteration 63Q: 3 clusters Score -3790908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3790909.000000 Penalty: 5162.838867
	Iteration 64Q: 3 clusters Score -3790909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3790908.500000 Penalty: 5162.838867
	Iteration 65Q: 3 clusters Score -3790908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3790911.750000 Penalty: 5162.838867
	Iteration 66Q: 3 clusters Score -3790912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3790914.750000 Penalty: 5162.838867
	Iteration 67Q: 3 clusters Score -3790915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3790913.250000 Penalty: 5162.838867
	Iteration 68Q: 3 clusters Score -3790913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3790915.750000 Penalty: 5162.838867
	Iteration 69Q: 3 clusters Score -3790916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3790915.750000 Penalty: 5162.838867
	Iteration 70F: 3 clusters Score -3790916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -46260.820312 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -46260.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44903.140625 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -44903.14 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45208.042969 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -45208.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45279.449219 Penalty: 3035.667480
	Iteration 2Q: 3 clusters Score -45279.45 nChanged 12
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: -45320.199219 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -45320.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -45335.976562 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -45335.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -45360.855469 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -45360.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -45379.027344 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -45379.03 nChanged 4
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: -45401.417969 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -45401.42 nChanged 6
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: -45438.621094 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -45438.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -45465.914062 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -45465.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45488.515625 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -45488.52 nChanged 6
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: -45519.835938 Penalty: 3035.667480
	Iteration 11Q: 3 clusters Score -45519.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -45585.042969 Penalty: 3035.667480
	Iteration 12Q: 3 clusters Score -45585.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -45658.863281 Penalty: 3035.667480
	Iteration 13Q: 3 clusters Score -45658.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -45695.253906 Penalty: 3035.667480
	Iteration 14Q: 3 clusters Score -45695.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -45723.566406 Penalty: 3035.667480
	Iteration 15Q: 3 clusters Score -45723.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -45738.898438 Penalty: 3035.667480
	Iteration 16Q: 3 clusters Score -45738.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -45742.074219 Penalty: 3035.667480
	Iteration 17F: 3 clusters Score -45742.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -45749.921875 Penalty: 3035.667480
	Iteration 18Q: 3 clusters Score -45749.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -45749.921875 Penalty: 3035.667480
	Iteration 19F: 3 clusters Score -45749.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (126220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126220 members 
Entering Unmasked Estep 
Score: -15429954.000000 Penalty: 2912.953857
	Iteration 0F: 2 clusters Score -1.542995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63149 members 
Mstep: Class 2 contains 63071 members 
Entering Unmasked Estep 
Score: -15345688.000000 Penalty: 5825.907715
	Iteration 0F: 3 clusters Score -1.534569e+07 nChanged 59967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
Score: -15380484.000000 Penalty: 5825.907715
	Iteration 1F: 3 clusters Score -1.538048e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60494 members 
Mstep: Class 2 contains 65726 members 
Entering Unmasked Estep 
Score: -15382548.000000 Penalty: 5825.907715
	Iteration 2Q: 3 clusters Score -1.538255e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58435 members 
Mstep: Class 2 contains 67785 members 
Entering Unmasked Estep 
Score: -15385280.000000 Penalty: 5825.907715
	Iteration 3F: 3 clusters Score -1.538528e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 70836 members 
Entering Unmasked Estep 
Score: -15388904.000000 Penalty: 5825.907715
	Iteration 4F: 3 clusters Score -1.53889e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 74540 members 
Entering Unmasked Estep 
Score: -15393113.000000 Penalty: 5825.907715
	Iteration 5F: 3 clusters Score -1.539311e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 78539 members 
Entering Unmasked Estep 
Score: -15397348.000000 Penalty: 5825.907715
	Iteration 6F: 3 clusters Score -1.539735e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 82685 members 
Entering Unmasked Estep 
Score: -15400985.000000 Penalty: 5825.907715
	Iteration 7F: 3 clusters Score -1.540098e+07 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 86796 members 
Entering Unmasked Estep 
Score: -15404140.000000 Penalty: 5825.907715
	Iteration 8F: 3 clusters Score -1.540414e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 90869 members 
Entering Unmasked Estep 
Score: -15406560.000000 Penalty: 5825.907715
	Iteration 9Q: 3 clusters Score -1.540656e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 95001 members 
Entering Unmasked Estep 
Score: -15408729.000000 Penalty: 5825.907715
	Iteration 10Q: 3 clusters Score -1.540873e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 99390 members 
Entering Unmasked Estep 
Score: -15410935.000000 Penalty: 5825.907715
	Iteration 11Q: 3 clusters Score -1.541094e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 104059 members 
Entering Unmasked Estep 
Score: -15413460.000000 Penalty: 5825.907715
	Iteration 12Q: 3 clusters Score -1.541346e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 108653 members 
Entering Unmasked Estep 
Score: -15416291.000000 Penalty: 5825.907715
	Iteration 13Q: 3 clusters Score -1.541629e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 112968 members 
Entering Unmasked Estep 
Score: -15419259.000000 Penalty: 5825.907715
	Iteration 14Q: 3 clusters Score -1.541926e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 116691 members 
Entering Unmasked Estep 
Score: -15421999.000000 Penalty: 5825.907715
	Iteration 15Q: 3 clusters Score -1.5422e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 119475 members 
Entering Unmasked Estep 
Score: -15424108.000000 Penalty: 5825.907715
	Iteration 16Q: 3 clusters Score -1.542411e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 121331 members 
Entering Unmasked Estep 
Score: -15425552.000000 Penalty: 5825.907715
	Iteration 17Q: 3 clusters Score -1.542555e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 122484 members 
Entering Unmasked Estep 
Score: -15426515.000000 Penalty: 5825.907715
	Iteration 18Q: 3 clusters Score -1.542652e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 123170 members 
Entering Unmasked Estep 
Score: -15427221.000000 Penalty: 5825.907715
	Iteration 19Q: 3 clusters Score -1.542722e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 123572 members 
Entering Unmasked Estep 
Score: -15427677.000000 Penalty: 5825.907715
	Iteration 20F: 3 clusters Score -1.542768e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 123754 members 
Entering Unmasked Estep 
Score: -15427955.000000 Penalty: 5825.907715
	Iteration 21Q: 3 clusters Score -1.542796e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 123845 members 
Entering Unmasked Estep 
Score: -15428190.000000 Penalty: 5825.907715
	Iteration 22Q: 3 clusters Score -1.542819e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 123869 members 
Entering Unmasked Estep 
Score: -15428325.000000 Penalty: 5825.907715
	Iteration 23Q: 3 clusters Score -1.542832e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 123869 members 
Entering Unmasked Estep 
Score: -15428424.000000 Penalty: 5825.907715
	Iteration 24Q: 3 clusters Score -1.542842e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 123845 members 
Entering Unmasked Estep 
Score: -15428503.000000 Penalty: 5825.907715
	Iteration 25Q: 3 clusters Score -1.54285e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 123807 members 
Entering Unmasked Estep 
Score: -15428617.000000 Penalty: 5825.907715
	Iteration 26Q: 3 clusters Score -1.542862e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 123763 members 
Entering Unmasked Estep 
Score: -15428702.000000 Penalty: 5825.907715
	Iteration 27Q: 3 clusters Score -1.54287e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 123719 members 
Entering Unmasked Estep 
Score: -15428802.000000 Penalty: 5825.907715
	Iteration 28Q: 3 clusters Score -1.54288e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 123699 members 
Entering Unmasked Estep 
Score: -15428929.000000 Penalty: 5825.907715
	Iteration 29Q: 3 clusters Score -1.542893e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 123683 members 
Entering Unmasked Estep 
Score: -15429033.000000 Penalty: 5825.907715
	Iteration 30Q: 3 clusters Score -1.542903e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 123648 members 
Entering Unmasked Estep 
Score: -15429117.000000 Penalty: 5825.907715
	Iteration 31Q: 3 clusters Score -1.542912e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 123596 members 
Entering Unmasked Estep 
Score: -15429133.000000 Penalty: 5825.907715
	Iteration 32Q: 3 clusters Score -1.542913e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 123543 members 
Entering Unmasked Estep 
Score: -15429190.000000 Penalty: 5825.907715
	Iteration 33Q: 3 clusters Score -1.542919e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 123506 members 
Entering Unmasked Estep 
Score: -15429215.000000 Penalty: 5825.907715
	Iteration 34Q: 3 clusters Score -1.542922e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 123466 members 
Entering Unmasked Estep 
Score: -15429253.000000 Penalty: 5825.907715
	Iteration 35Q: 3 clusters Score -1.542925e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 123432 members 
Entering Unmasked Estep 
Score: -15429307.000000 Penalty: 5825.907715
	Iteration 36Q: 3 clusters Score -1.542931e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 123405 members 
Entering Unmasked Estep 
Score: -15429318.000000 Penalty: 5825.907715
	Iteration 37Q: 3 clusters Score -1.542932e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 123392 members 
Entering Unmasked Estep 
Score: -15429340.000000 Penalty: 5825.907715
	Iteration 38Q: 3 clusters Score -1.542934e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 123375 members 
Entering Unmasked Estep 
Score: -15429370.000000 Penalty: 5825.907715
	Iteration 39Q: 3 clusters Score -1.542937e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 123357 members 
Entering Unmasked Estep 
Score: -15429366.000000 Penalty: 5825.907715
	Iteration 40F: 3 clusters Score -1.542937e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 123323 members 
Entering Unmasked Estep 
Score: -15429378.000000 Penalty: 5825.907715
	Iteration 41Q: 3 clusters Score -1.542938e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 123301 members 
Entering Unmasked Estep 
Score: -15429385.000000 Penalty: 5825.907715
	Iteration 42Q: 3 clusters Score -1.542938e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 123294 members 
Entering Unmasked Estep 
Score: -15429401.000000 Penalty: 5825.907715
	Iteration 43Q: 3 clusters Score -1.54294e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 123292 members 
Entering Unmasked Estep 
Score: -15429408.000000 Penalty: 5825.907715
	Iteration 44Q: 3 clusters Score -1.542941e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 123293 members 
Entering Unmasked Estep 
Score: -15429406.000000 Penalty: 5825.907715
	Iteration 45Q: 3 clusters Score -1.542941e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 123290 members 
Entering Unmasked Estep 
Score: -15429418.000000 Penalty: 5825.907715
	Iteration 46Q: 3 clusters Score -1.542942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 123286 members 
Entering Unmasked Estep 
Score: -15429420.000000 Penalty: 5825.907715
	Iteration 47Q: 3 clusters Score -1.542942e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 123285 members 
Entering Unmasked Estep 
Score: -15429407.000000 Penalty: 5825.907715
	Iteration 48Q: 3 clusters Score -1.542941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 123284 members 
Entering Unmasked Estep 
Score: -15429417.000000 Penalty: 5825.907715
	Iteration 49Q: 3 clusters Score -1.542942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 123283 members 
Entering Unmasked Estep 
Score: -15429418.000000 Penalty: 5825.907715
	Iteration 50Q: 3 clusters Score -1.542942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 123280 members 
Entering Unmasked Estep 
Score: -15429403.000000 Penalty: 5825.907715
	Iteration 51Q: 3 clusters Score -1.54294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 123279 members 
Entering Unmasked Estep 
Score: -15429409.000000 Penalty: 5825.907715
	Iteration 52Q: 3 clusters Score -1.542941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 123278 members 
Entering Unmasked Estep 
Score: -15429416.000000 Penalty: 5825.907715
	Iteration 53Q: 3 clusters Score -1.542942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 123279 members 
Entering Unmasked Estep 
Score: -15429418.000000 Penalty: 5825.907715
	Iteration 54Q: 3 clusters Score -1.542942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 123281 members 
Entering Unmasked Estep 
Score: -15429416.000000 Penalty: 5825.907715
	Iteration 55Q: 3 clusters Score -1.542942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 123281 members 
Entering Unmasked Estep 
Score: -15429416.000000 Penalty: 5825.907715
	Iteration 56F: 3 clusters Score -1.542942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Entering Unmasked Estep 
Score: -2488281.250000 Penalty: 2461.946533
	Iteration 0F: 2 clusters Score -2488281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2473892.000000 Penalty: 4923.893066
	Iteration 0F: 3 clusters Score -2473892 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2478976.500000 Penalty: 4923.893066
	Iteration 1F: 3 clusters Score -2478976 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2479436.500000 Penalty: 4923.893066
	Iteration 2F: 3 clusters Score -2479436 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2479809.500000 Penalty: 4923.893066
	Iteration 3Q: 3 clusters Score -2479810 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2480145.500000 Penalty: 4923.893066
	Iteration 4Q: 3 clusters Score -2480146 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2480449.250000 Penalty: 4923.893066
	Iteration 5Q: 3 clusters Score -2480449 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2480691.500000 Penalty: 4923.893066
	Iteration 6Q: 3 clusters Score -2480692 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2480941.750000 Penalty: 4923.893066
	Iteration 7Q: 3 clusters Score -2480942 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2481177.250000 Penalty: 4923.893066
	Iteration 8Q: 3 clusters Score -2481177 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2481394.750000 Penalty: 4923.893066
	Iteration 9Q: 3 clusters Score -2481395 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2481576.000000 Penalty: 4923.893066
	Iteration 10Q: 3 clusters Score -2481576 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2481747.250000 Penalty: 4923.893066
	Iteration 11Q: 3 clusters Score -2481747 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2481911.000000 Penalty: 4923.893066
	Iteration 12Q: 3 clusters Score -2481911 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2482074.500000 Penalty: 4923.893066
	Iteration 13Q: 3 clusters Score -2482074 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2482234.250000 Penalty: 4923.893066
	Iteration 14Q: 3 clusters Score -2482234 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2482396.500000 Penalty: 4923.893066
	Iteration 15Q: 3 clusters Score -2482396 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2482573.750000 Penalty: 4923.893066
	Iteration 16Q: 3 clusters Score -2482574 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2482768.750000 Penalty: 4923.893066
	Iteration 17Q: 3 clusters Score -2482769 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2482957.000000 Penalty: 4923.893066
	Iteration 18Q: 3 clusters Score -2482957 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2483124.000000 Penalty: 4923.893066
	Iteration 19Q: 3 clusters Score -2483124 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2483266.750000 Penalty: 4923.893066
	Iteration 20F: 3 clusters Score -2483267 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2483357.000000 Penalty: 4923.893066
	Iteration 21Q: 3 clusters Score -2483357 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2483454.750000 Penalty: 4923.893066
	Iteration 22Q: 3 clusters Score -2483455 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2483531.750000 Penalty: 4923.893066
	Iteration 23Q: 3 clusters Score -2483532 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2483600.000000 Penalty: 4923.893066
	Iteration 24Q: 3 clusters Score -2483600 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2483656.500000 Penalty: 4923.893066
	Iteration 25Q: 3 clusters Score -2483656 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2483702.750000 Penalty: 4923.893066
	Iteration 26Q: 3 clusters Score -2483703 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2483765.000000 Penalty: 4923.893066
	Iteration 27Q: 3 clusters Score -2483765 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -2483826.250000 Penalty: 4923.893066
	Iteration 28Q: 3 clusters Score -2483826 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2483864.250000 Penalty: 4923.893066
	Iteration 29Q: 3 clusters Score -2483864 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2483910.000000 Penalty: 4923.893066
	Iteration 30Q: 3 clusters Score -2483910 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2483935.750000 Penalty: 4923.893066
	Iteration 31Q: 3 clusters Score -2483936 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2483971.250000 Penalty: 4923.893066
	Iteration 32Q: 3 clusters Score -2483971 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2484003.500000 Penalty: 4923.893066
	Iteration 33Q: 3 clusters Score -2484004 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2484050.500000 Penalty: 4923.893066
	Iteration 34Q: 3 clusters Score -2484050 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2484092.750000 Penalty: 4923.893066
	Iteration 35Q: 3 clusters Score -2484093 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2484113.250000 Penalty: 4923.893066
	Iteration 36Q: 3 clusters Score -2484113 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2484149.750000 Penalty: 4923.893066
	Iteration 37Q: 3 clusters Score -2484150 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2484181.000000 Penalty: 4923.893066
	Iteration 38Q: 3 clusters Score -2484181 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2484212.000000 Penalty: 4923.893066
	Iteration 39Q: 3 clusters Score -2484212 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2484247.750000 Penalty: 4923.893066
	Iteration 40F: 3 clusters Score -2484248 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2484296.250000 Penalty: 4923.893066
	Iteration 41Q: 3 clusters Score -2484296 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2484338.500000 Penalty: 4923.893066
	Iteration 42Q: 3 clusters Score -2484338 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2484375.250000 Penalty: 4923.893066
	Iteration 43Q: 3 clusters Score -2484375 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2484414.000000 Penalty: 4923.893066
	Iteration 44Q: 3 clusters Score -2484414 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2484443.000000 Penalty: 4923.893066
	Iteration 45Q: 3 clusters Score -2484443 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2484469.000000 Penalty: 4923.893066
	Iteration 46Q: 3 clusters Score -2484469 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2484505.500000 Penalty: 4923.893066
	Iteration 47Q: 3 clusters Score -2484506 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2484548.000000 Penalty: 4923.893066
	Iteration 48Q: 3 clusters Score -2484548 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2484581.750000 Penalty: 4923.893066
	Iteration 49Q: 3 clusters Score -2484582 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2484620.500000 Penalty: 4923.893066
	Iteration 50Q: 3 clusters Score -2484620 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2484657.250000 Penalty: 4923.893066
	Iteration 51Q: 3 clusters Score -2484657 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2484693.500000 Penalty: 4923.893066
	Iteration 52Q: 3 clusters Score -2484694 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2484722.250000 Penalty: 4923.893066
	Iteration 53Q: 3 clusters Score -2484722 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2484752.500000 Penalty: 4923.893066
	Iteration 54Q: 3 clusters Score -2484752 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2484800.500000 Penalty: 4923.893066
	Iteration 55Q: 3 clusters Score -2484800 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2484834.250000 Penalty: 4923.893066
	Iteration 56Q: 3 clusters Score -2484834 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2484863.500000 Penalty: 4923.893066
	Iteration 57Q: 3 clusters Score -2484864 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2484895.750000 Penalty: 4923.893066
	Iteration 58Q: 3 clusters Score -2484896 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2484915.750000 Penalty: 4923.893066
	Iteration 59Q: 3 clusters Score -2484916 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2484948.000000 Penalty: 4923.893066
	Iteration 60F: 3 clusters Score -2484948 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2484968.000000 Penalty: 4923.893066
	Iteration 61Q: 3 clusters Score -2484968 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2484999.250000 Penalty: 4923.893066
	Iteration 62Q: 3 clusters Score -2484999 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2485036.500000 Penalty: 4923.893066
	Iteration 63Q: 3 clusters Score -2485036 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2485075.500000 Penalty: 4923.893066
	Iteration 64Q: 3 clusters Score -2485076 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2485124.000000 Penalty: 4923.893066
	Iteration 65Q: 3 clusters Score -2485124 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2485163.500000 Penalty: 4923.893066
	Iteration 66Q: 3 clusters Score -2485164 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2485197.000000 Penalty: 4923.893066
	Iteration 67Q: 3 clusters Score -2485197 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2485241.250000 Penalty: 4923.893066
	Iteration 68Q: 3 clusters Score -2485241 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2485287.500000 Penalty: 4923.893066
	Iteration 69Q: 3 clusters Score -2485288 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2485349.250000 Penalty: 4923.893066
	Iteration 70Q: 3 clusters Score -2485349 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2485408.500000 Penalty: 4923.893066
	Iteration 71Q: 3 clusters Score -2485408 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2485466.750000 Penalty: 4923.893066
	Iteration 72Q: 3 clusters Score -2485467 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2485517.500000 Penalty: 4923.893066
	Iteration 73Q: 3 clusters Score -2485518 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2485575.500000 Penalty: 4923.893066
	Iteration 74Q: 3 clusters Score -2485576 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2485626.500000 Penalty: 4923.893066
	Iteration 75Q: 3 clusters Score -2485626 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2485677.250000 Penalty: 4923.893066
	Iteration 76Q: 3 clusters Score -2485677 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2485734.500000 Penalty: 4923.893066
	Iteration 77Q: 3 clusters Score -2485734 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2485761.500000 Penalty: 4923.893066
	Iteration 78Q: 3 clusters Score -2485762 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2485793.000000 Penalty: 4923.893066
	Iteration 79Q: 3 clusters Score -2485793 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2485823.250000 Penalty: 4923.893066
	Iteration 80F: 3 clusters Score -2485823 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2485871.750000 Penalty: 4923.893066
	Iteration 81Q: 3 clusters Score -2485872 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2485911.250000 Penalty: 4923.893066
	Iteration 82Q: 3 clusters Score -2485911 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2485941.250000 Penalty: 4923.893066
	Iteration 83Q: 3 clusters Score -2485941 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2485973.000000 Penalty: 4923.893066
	Iteration 84Q: 3 clusters Score -2485973 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2485997.750000 Penalty: 4923.893066
	Iteration 85Q: 3 clusters Score -2485998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2486017.750000 Penalty: 4923.893066
	Iteration 86Q: 3 clusters Score -2486018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2486026.750000 Penalty: 4923.893066
	Iteration 87Q: 3 clusters Score -2486027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2486039.250000 Penalty: 4923.893066
	Iteration 88Q: 3 clusters Score -2486039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2486059.000000 Penalty: 4923.893066
	Iteration 89Q: 3 clusters Score -2486059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2486061.750000 Penalty: 4923.893066
	Iteration 90Q: 3 clusters Score -2486062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2486071.500000 Penalty: 4923.893066
	Iteration 91Q: 3 clusters Score -2486072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2486078.750000 Penalty: 4923.893066
	Iteration 92Q: 3 clusters Score -2486079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2486087.750000 Penalty: 4923.893066
	Iteration 93Q: 3 clusters Score -2486088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2486089.500000 Penalty: 4923.893066
	Iteration 94Q: 3 clusters Score -2486090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2486095.750000 Penalty: 4923.893066
	Iteration 95Q: 3 clusters Score -2486096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2486100.000000 Penalty: 4923.893066
	Iteration 96Q: 3 clusters Score -2486100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2486109.000000 Penalty: 4923.893066
	Iteration 97Q: 3 clusters Score -2486109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2486113.500000 Penalty: 4923.893066
	Iteration 98Q: 3 clusters Score -2486114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2486118.000000 Penalty: 4923.893066
	Iteration 99Q: 3 clusters Score -2486118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2486119.000000 Penalty: 4923.893066
	Iteration 100F: 3 clusters Score -2486119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2486126.750000 Penalty: 4923.893066
	Iteration 101Q: 3 clusters Score -2486127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2486128.000000 Penalty: 4923.893066
	Iteration 102Q: 3 clusters Score -2486128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2486126.500000 Penalty: 4923.893066
	Iteration 103Q: 3 clusters Score -2486126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2486126.500000 Penalty: 4923.893066
	Iteration 104F: 3 clusters Score -2486126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Entering Unmasked Estep 
Score: -1198880.750000 Penalty: 2286.140381
	Iteration 0F: 2 clusters Score -1198881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1191246.500000 Penalty: 4572.280762
	Iteration 0F: 3 clusters Score -1191246 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1193656.250000 Penalty: 4572.280762
	Iteration 1F: 3 clusters Score -1193656 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1194142.250000 Penalty: 4572.280762
	Iteration 2F: 3 clusters Score -1194142 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1194535.000000 Penalty: 4572.280762
	Iteration 3F: 3 clusters Score -1194535 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1194874.250000 Penalty: 4572.280762
	Iteration 4F: 3 clusters Score -1194874 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1195221.250000 Penalty: 4572.280762
	Iteration 5Q: 3 clusters Score -1195221 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1195550.375000 Penalty: 4572.280762
	Iteration 6Q: 3 clusters Score -1195550 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1195824.875000 Penalty: 4572.280762
	Iteration 7Q: 3 clusters Score -1195825 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1196026.375000 Penalty: 4572.280762
	Iteration 8Q: 3 clusters Score -1196026 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1196193.750000 Penalty: 4572.280762
	Iteration 9Q: 3 clusters Score -1196194 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1196336.250000 Penalty: 4572.280762
	Iteration 10Q: 3 clusters Score -1196336 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1196437.625000 Penalty: 4572.280762
	Iteration 11Q: 3 clusters Score -1196438 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1196506.125000 Penalty: 4572.280762
	Iteration 12Q: 3 clusters Score -1196506 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1196558.000000 Penalty: 4572.280762
	Iteration 13Q: 3 clusters Score -1196558 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1196597.000000 Penalty: 4572.280762
	Iteration 14Q: 3 clusters Score -1196597 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1196641.250000 Penalty: 4572.280762
	Iteration 15Q: 3 clusters Score -1196641 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1196680.875000 Penalty: 4572.280762
	Iteration 16Q: 3 clusters Score -1196681 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1196723.625000 Penalty: 4572.280762
	Iteration 17Q: 3 clusters Score -1196724 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1196769.375000 Penalty: 4572.280762
	Iteration 18Q: 3 clusters Score -1196769 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1196816.750000 Penalty: 4572.280762
	Iteration 19Q: 3 clusters Score -1196817 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1196876.000000 Penalty: 4572.280762
	Iteration 20F: 3 clusters Score -1196876 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1196950.875000 Penalty: 4572.280762
	Iteration 21Q: 3 clusters Score -1196951 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1197032.250000 Penalty: 4572.280762
	Iteration 22Q: 3 clusters Score -1197032 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1197121.000000 Penalty: 4572.280762
	Iteration 23Q: 3 clusters Score -1197121 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1197221.375000 Penalty: 4572.280762
	Iteration 24Q: 3 clusters Score -1197221 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1197326.875000 Penalty: 4572.280762
	Iteration 25Q: 3 clusters Score -1197327 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1197426.125000 Penalty: 4572.280762
	Iteration 26Q: 3 clusters Score -1197426 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1197516.500000 Penalty: 4572.280762
	Iteration 27Q: 3 clusters Score -1197516 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1197582.375000 Penalty: 4572.280762
	Iteration 28Q: 3 clusters Score -1197582 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1197651.750000 Penalty: 4572.280762
	Iteration 29Q: 3 clusters Score -1197652 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1197735.000000 Penalty: 4572.280762
	Iteration 30Q: 3 clusters Score -1197735 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1197799.750000 Penalty: 4572.280762
	Iteration 31Q: 3 clusters Score -1197800 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1197850.500000 Penalty: 4572.280762
	Iteration 32Q: 3 clusters Score -1197850 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1197880.250000 Penalty: 4572.280762
	Iteration 33Q: 3 clusters Score -1197880 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1197899.625000 Penalty: 4572.280762
	Iteration 34Q: 3 clusters Score -1197900 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1197918.000000 Penalty: 4572.280762
	Iteration 35Q: 3 clusters Score -1197918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1197926.500000 Penalty: 4572.280762
	Iteration 36Q: 3 clusters Score -1197926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1197935.125000 Penalty: 4572.280762
	Iteration 37Q: 3 clusters Score -1197935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1197942.875000 Penalty: 4572.280762
	Iteration 38Q: 3 clusters Score -1197943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1197951.125000 Penalty: 4572.280762
	Iteration 39Q: 3 clusters Score -1197951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1197949.750000 Penalty: 4572.280762
	Iteration 40F: 3 clusters Score -1197950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1197955.875000 Penalty: 4572.280762
	Iteration 41Q: 3 clusters Score -1197956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1197961.625000 Penalty: 4572.280762
	Iteration 42Q: 3 clusters Score -1197962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1197960.375000 Penalty: 4572.280762
	Iteration 43Q: 3 clusters Score -1197960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1197960.500000 Penalty: 4572.280762
	Iteration 44Q: 3 clusters Score -1197960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1197970.500000 Penalty: 4572.280762
	Iteration 45Q: 3 clusters Score -1197970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1197971.375000 Penalty: 4572.280762
	Iteration 46Q: 3 clusters Score -1197971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1197973.625000 Penalty: 4572.280762
	Iteration 47Q: 3 clusters Score -1197974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1197978.000000 Penalty: 4572.280762
	Iteration 48Q: 3 clusters Score -1197978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1197982.625000 Penalty: 4572.280762
	Iteration 49Q: 3 clusters Score -1197983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1197982.250000 Penalty: 4572.280762
	Iteration 50Q: 3 clusters Score -1197982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1197986.000000 Penalty: 4572.280762
	Iteration 51Q: 3 clusters Score -1197986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1197986.000000 Penalty: 4572.280762
	Iteration 52Q: 3 clusters Score -1197986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1197989.125000 Penalty: 4572.280762
	Iteration 53Q: 3 clusters Score -1197989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1197989.875000 Penalty: 4572.280762
	Iteration 54Q: 3 clusters Score -1197990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1197990.625000 Penalty: 4572.280762
	Iteration 55Q: 3 clusters Score -1197991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1197990.000000 Penalty: 4572.280762
	Iteration 56Q: 3 clusters Score -1197990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1197990.625000 Penalty: 4572.280762
	Iteration 57Q: 3 clusters Score -1197991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1197990.875000 Penalty: 4572.280762
	Iteration 58Q: 3 clusters Score -1197991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1197989.875000 Penalty: 4572.280762
	Iteration 59Q: 3 clusters Score -1197990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1197991.500000 Penalty: 4572.280762
	Iteration 60F: 3 clusters Score -1197992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1197991.500000 Penalty: 4572.280762
	Iteration 61Q: 3 clusters Score -1197992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1197991.500000 Penalty: 4572.280762
	Iteration 62F: 3 clusters Score -1197992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (228946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228946 members 
Entering Unmasked Estep 
Score: -27938642.000000 Penalty: 3060.627930
	Iteration 0F: 2 clusters Score -2.793864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114343 members 
Mstep: Class 2 contains 114603 members 
Entering Unmasked Estep 
Score: -27787984.000000 Penalty: 6121.255859
	Iteration 0F: 3 clusters Score -2.778798e+07 nChanged 110289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112890 members 
Mstep: Class 2 contains 116056 members 
Entering Unmasked Estep 
Score: -27853488.000000 Penalty: 6121.255859
	Iteration 1F: 3 clusters Score -2.785349e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111790 members 
Mstep: Class 2 contains 117156 members 
Entering Unmasked Estep 
Score: -27854772.000000 Penalty: 6121.255859
	Iteration 2Q: 3 clusters Score -2.785477e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110026 members 
Mstep: Class 2 contains 118920 members 
Entering Unmasked Estep 
Score: -27856398.000000 Penalty: 6121.255859
	Iteration 3Q: 3 clusters Score -2.78564e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107360 members 
Mstep: Class 2 contains 121586 members 
Entering Unmasked Estep 
Score: -27858106.000000 Penalty: 6121.255859
	Iteration 4Q: 3 clusters Score -2.785811e+07 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103282 members 
Mstep: Class 2 contains 125664 members 
Entering Unmasked Estep 
Score: -27860424.000000 Penalty: 6121.255859
	Iteration 5Q: 3 clusters Score -2.786042e+07 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97135 members 
Mstep: Class 2 contains 131811 members 
Entering Unmasked Estep 
Score: -27864056.000000 Penalty: 6121.255859
	Iteration 6Q: 3 clusters Score -2.786406e+07 nChanged 11444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88247 members 
Mstep: Class 2 contains 140699 members 
Entering Unmasked Estep 
Score: -27869584.000000 Penalty: 6121.255859
	Iteration 7Q: 3 clusters Score -2.786958e+07 nChanged 13800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76357 members 
Mstep: Class 2 contains 152589 members 
Entering Unmasked Estep 
Score: -27877414.000000 Penalty: 6121.255859
	Iteration 8F: 3 clusters Score -2.787741e+07 nChanged 15778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61697 members 
Mstep: Class 2 contains 167249 members 
Entering Unmasked Estep 
Score: -27887874.000000 Penalty: 6121.255859
	Iteration 9F: 3 clusters Score -2.788787e+07 nChanged 16241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 182904 members 
Entering Unmasked Estep 
Score: -27899522.000000 Penalty: 6121.255859
	Iteration 10F: 3 clusters Score -2.789952e+07 nChanged 14624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 197276 members 
Entering Unmasked Estep 
Score: -27910698.000000 Penalty: 6121.255859
	Iteration 11F: 3 clusters Score -2.79107e+07 nChanged 11447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 208617 members 
Entering Unmasked Estep 
Score: -27920144.000000 Penalty: 6121.255859
	Iteration 12Q: 3 clusters Score -2.792014e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 216533 members 
Entering Unmasked Estep 
Score: -27926584.000000 Penalty: 6121.255859
	Iteration 13Q: 3 clusters Score -2.792658e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 221478 members 
Entering Unmasked Estep 
Score: -27930548.000000 Penalty: 6121.255859
	Iteration 14Q: 3 clusters Score -2.793055e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 224364 members 
Entering Unmasked Estep 
Score: -27932882.000000 Penalty: 6121.255859
	Iteration 15Q: 3 clusters Score -2.793288e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 226093 members 
Entering Unmasked Estep 
Score: -27934122.000000 Penalty: 6121.255859
	Iteration 16Q: 3 clusters Score -2.793412e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 227040 members 
Entering Unmasked Estep 
Score: -27934810.000000 Penalty: 6121.255859
	Iteration 17Q: 3 clusters Score -2.793481e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 227579 members 
Entering Unmasked Estep 
Score: -27935284.000000 Penalty: 6121.255859
	Iteration 18Q: 3 clusters Score -2.793528e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 227865 members 
Entering Unmasked Estep 
Score: -27935500.000000 Penalty: 6121.255859
	Iteration 19Q: 3 clusters Score -2.79355e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 228039 members 
Entering Unmasked Estep 
Score: -27935610.000000 Penalty: 6121.255859
	Iteration 20F: 3 clusters Score -2.793561e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 228125 members 
Entering Unmasked Estep 
Score: -27935720.000000 Penalty: 6121.255859
	Iteration 21Q: 3 clusters Score -2.793572e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 228185 members 
Entering Unmasked Estep 
Score: -27935792.000000 Penalty: 6121.255859
	Iteration 22Q: 3 clusters Score -2.793579e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 228220 members 
Entering Unmasked Estep 
Score: -27935806.000000 Penalty: 6121.255859
	Iteration 23Q: 3 clusters Score -2.793581e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 228240 members 
Entering Unmasked Estep 
Score: -27935840.000000 Penalty: 6121.255859
	Iteration 24Q: 3 clusters Score -2.793584e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 228259 members 
Entering Unmasked Estep 
Score: -27935866.000000 Penalty: 6121.255859
	Iteration 25Q: 3 clusters Score -2.793587e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 228270 members 
Entering Unmasked Estep 
Score: -27935886.000000 Penalty: 6121.255859
	Iteration 26Q: 3 clusters Score -2.793589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 228282 members 
Entering Unmasked Estep 
Score: -27935886.000000 Penalty: 6121.255859
	Iteration 27Q: 3 clusters Score -2.793589e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 228294 members 
Entering Unmasked Estep 
Score: -27935892.000000 Penalty: 6121.255859
	Iteration 28Q: 3 clusters Score -2.793589e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 228303 members 
Entering Unmasked Estep 
Score: -27935902.000000 Penalty: 6121.255859
	Iteration 29Q: 3 clusters Score -2.79359e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 228313 members 
Entering Unmasked Estep 
Score: -27935932.000000 Penalty: 6121.255859
	Iteration 30Q: 3 clusters Score -2.793593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 228321 members 
Entering Unmasked Estep 
Score: -27935936.000000 Penalty: 6121.255859
	Iteration 31Q: 3 clusters Score -2.793594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 228326 members 
Entering Unmasked Estep 
Score: -27935938.000000 Penalty: 6121.255859
	Iteration 32Q: 3 clusters Score -2.793594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 228330 members 
Entering Unmasked Estep 
Score: -27935928.000000 Penalty: 6121.255859
	Iteration 33Q: 3 clusters Score -2.793593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 228333 members 
Entering Unmasked Estep 
Score: -27935934.000000 Penalty: 6121.255859
	Iteration 34Q: 3 clusters Score -2.793593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 228334 members 
Entering Unmasked Estep 
Score: -27935934.000000 Penalty: 6121.255859
	Iteration 35Q: 3 clusters Score -2.793593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 228336 members 
Entering Unmasked Estep 
Score: -27935948.000000 Penalty: 6121.255859
	Iteration 36Q: 3 clusters Score -2.793595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 228337 members 
Entering Unmasked Estep 
Score: -27935954.000000 Penalty: 6121.255859
	Iteration 37Q: 3 clusters Score -2.793595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 228337 members 
Entering Unmasked Estep 
Score: -27935954.000000 Penalty: 6121.255859
	Iteration 38F: 3 clusters Score -2.793595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (55442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55442 members 
Entering Unmasked Estep 
Score: -6635952.000000 Penalty: 2708.927002
	Iteration 0F: 2 clusters Score -6635952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -6598572.000000 Penalty: 5417.854004
	Iteration 0F: 3 clusters Score -6598572 nChanged 25893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -6613803.000000 Penalty: 5417.854004
	Iteration 1F: 3 clusters Score -6613803 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -6614940.500000 Penalty: 5417.854004
	Iteration 2F: 3 clusters Score -6614940 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -6616074.000000 Penalty: 5417.854004
	Iteration 3F: 3 clusters Score -6616074 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -6617204.000000 Penalty: 5417.854004
	Iteration 4Q: 3 clusters Score -6617204 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -6618204.500000 Penalty: 5417.854004
	Iteration 5Q: 3 clusters Score -6618204 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -6619038.000000 Penalty: 5417.854004
	Iteration 6Q: 3 clusters Score -6619038 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -6619693.000000 Penalty: 5417.854004
	Iteration 7Q: 3 clusters Score -6619693 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -6620251.000000 Penalty: 5417.854004
	Iteration 8Q: 3 clusters Score -6620251 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -6620640.500000 Penalty: 5417.854004
	Iteration 9Q: 3 clusters Score -6620640 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -6621012.000000 Penalty: 5417.854004
	Iteration 10Q: 3 clusters Score -6621012 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -6621356.500000 Penalty: 5417.854004
	Iteration 11Q: 3 clusters Score -6621356 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -6621615.000000 Penalty: 5417.854004
	Iteration 12Q: 3 clusters Score -6621615 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -6621877.000000 Penalty: 5417.854004
	Iteration 13Q: 3 clusters Score -6621877 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -6622143.000000 Penalty: 5417.854004
	Iteration 14Q: 3 clusters Score -6622143 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -6622468.500000 Penalty: 5417.854004
	Iteration 15Q: 3 clusters Score -6622468 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -6622851.500000 Penalty: 5417.854004
	Iteration 16Q: 3 clusters Score -6622852 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -6623230.000000 Penalty: 5417.854004
	Iteration 17Q: 3 clusters Score -6623230 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -6623774.500000 Penalty: 5417.854004
	Iteration 18Q: 3 clusters Score -6623774 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -6624462.500000 Penalty: 5417.854004
	Iteration 19Q: 3 clusters Score -6624462 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -6625202.000000 Penalty: 5417.854004
	Iteration 20F: 3 clusters Score -6625202 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -6625982.500000 Penalty: 5417.854004
	Iteration 21Q: 3 clusters Score -6625982 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -6626712.000000 Penalty: 5417.854004
	Iteration 22Q: 3 clusters Score -6626712 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -6627413.500000 Penalty: 5417.854004
	Iteration 23Q: 3 clusters Score -6627414 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -6628056.000000 Penalty: 5417.854004
	Iteration 24Q: 3 clusters Score -6628056 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -6628576.000000 Penalty: 5417.854004
	Iteration 25Q: 3 clusters Score -6628576 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -6629016.000000 Penalty: 5417.854004
	Iteration 26Q: 3 clusters Score -6629016 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -6629420.500000 Penalty: 5417.854004
	Iteration 27Q: 3 clusters Score -6629420 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -6629782.000000 Penalty: 5417.854004
	Iteration 28Q: 3 clusters Score -6629782 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -6630121.000000 Penalty: 5417.854004
	Iteration 29Q: 3 clusters Score -6630121 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -6630424.000000 Penalty: 5417.854004
	Iteration 30Q: 3 clusters Score -6630424 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -6630730.000000 Penalty: 5417.854004
	Iteration 31Q: 3 clusters Score -6630730 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -6630988.500000 Penalty: 5417.854004
	Iteration 32Q: 3 clusters Score -6630988 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -6631287.000000 Penalty: 5417.854004
	Iteration 33Q: 3 clusters Score -6631287 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 49129 members 
Entering Unmasked Estep 
Score: -6631568.500000 Penalty: 5417.854004
	Iteration 34Q: 3 clusters Score -6631568 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 49662 members 
Entering Unmasked Estep 
Score: -6631809.000000 Penalty: 5417.854004
	Iteration 35Q: 3 clusters Score -6631809 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -6632064.000000 Penalty: 5417.854004
	Iteration 36Q: 3 clusters Score -6632064 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 50647 members 
Entering Unmasked Estep 
Score: -6632268.500000 Penalty: 5417.854004
	Iteration 37Q: 3 clusters Score -6632268 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -6632443.500000 Penalty: 5417.854004
	Iteration 38Q: 3 clusters Score -6632444 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 51474 members 
Entering Unmasked Estep 
Score: -6632603.000000 Penalty: 5417.854004
	Iteration 39Q: 3 clusters Score -6632603 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -6632763.500000 Penalty: 5417.854004
	Iteration 40F: 3 clusters Score -6632764 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -6632899.000000 Penalty: 5417.854004
	Iteration 41Q: 3 clusters Score -6632899 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -6632987.000000 Penalty: 5417.854004
	Iteration 42Q: 3 clusters Score -6632987 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -6633066.000000 Penalty: 5417.854004
	Iteration 43Q: 3 clusters Score -6633066 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -6633160.500000 Penalty: 5417.854004
	Iteration 44Q: 3 clusters Score -6633160 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 52957 members 
Entering Unmasked Estep 
Score: -6633224.000000 Penalty: 5417.854004
	Iteration 45Q: 3 clusters Score -6633224 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -6633265.000000 Penalty: 5417.854004
	Iteration 46Q: 3 clusters Score -6633265 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 53226 members 
Entering Unmasked Estep 
Score: -6633305.500000 Penalty: 5417.854004
	Iteration 47Q: 3 clusters Score -6633306 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 53338 members 
Entering Unmasked Estep 
Score: -6633339.500000 Penalty: 5417.854004
	Iteration 48Q: 3 clusters Score -6633340 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 53446 members 
Entering Unmasked Estep 
Score: -6633388.500000 Penalty: 5417.854004
	Iteration 49Q: 3 clusters Score -6633388 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 53527 members 
Entering Unmasked Estep 
Score: -6633403.000000 Penalty: 5417.854004
	Iteration 50Q: 3 clusters Score -6633403 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -6633433.000000 Penalty: 5417.854004
	Iteration 51Q: 3 clusters Score -6633433 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -6633472.500000 Penalty: 5417.854004
	Iteration 52Q: 3 clusters Score -6633472 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -6633512.000000 Penalty: 5417.854004
	Iteration 53Q: 3 clusters Score -6633512 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -6633522.500000 Penalty: 5417.854004
	Iteration 54Q: 3 clusters Score -6633522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -6633540.500000 Penalty: 5417.854004
	Iteration 55Q: 3 clusters Score -6633540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
Score: -6633552.000000 Penalty: 5417.854004
	Iteration 56Q: 3 clusters Score -6633552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 53885 members 
Entering Unmasked Estep 
Score: -6633558.000000 Penalty: 5417.854004
	Iteration 57Q: 3 clusters Score -6633558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 53911 members 
Entering Unmasked Estep 
Score: -6633569.000000 Penalty: 5417.854004
	Iteration 58Q: 3 clusters Score -6633569 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -6633588.500000 Penalty: 5417.854004
	Iteration 59Q: 3 clusters Score -6633588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -6633594.500000 Penalty: 5417.854004
	Iteration 60F: 3 clusters Score -6633594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -6633606.500000 Penalty: 5417.854004
	Iteration 61Q: 3 clusters Score -6633606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -6633612.500000 Penalty: 5417.854004
	Iteration 62Q: 3 clusters Score -6633612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -6633621.000000 Penalty: 5417.854004
	Iteration 63Q: 3 clusters Score -6633621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 54054 members 
Entering Unmasked Estep 
Score: -6633625.000000 Penalty: 5417.854004
	Iteration 64Q: 3 clusters Score -6633625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 54073 members 
Entering Unmasked Estep 
Score: -6633631.500000 Penalty: 5417.854004
	Iteration 65Q: 3 clusters Score -6633632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -6633634.500000 Penalty: 5417.854004
	Iteration 66Q: 3 clusters Score -6633634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 54105 members 
Entering Unmasked Estep 
Score: -6633653.500000 Penalty: 5417.854004
	Iteration 67Q: 3 clusters Score -6633654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -6633659.000000 Penalty: 5417.854004
	Iteration 68Q: 3 clusters Score -6633659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 54136 members 
Entering Unmasked Estep 
Score: -6633657.000000 Penalty: 5417.854004
	Iteration 69Q: 3 clusters Score -6633657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -6633673.500000 Penalty: 5417.854004
	Iteration 70Q: 3 clusters Score -6633674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -6633675.500000 Penalty: 5417.854004
	Iteration 71Q: 3 clusters Score -6633676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -6633667.500000 Penalty: 5417.854004
	Iteration 72Q: 3 clusters Score -6633668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -6633682.500000 Penalty: 5417.854004
	Iteration 73Q: 3 clusters Score -6633682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -6633690.000000 Penalty: 5417.854004
	Iteration 74Q: 3 clusters Score -6633690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -6633682.000000 Penalty: 5417.854004
	Iteration 75Q: 3 clusters Score -6633682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 54197 members 
Entering Unmasked Estep 
Score: -6633683.500000 Penalty: 5417.854004
	Iteration 76Q: 3 clusters Score -6633684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
Score: -6633691.000000 Penalty: 5417.854004
	Iteration 77Q: 3 clusters Score -6633691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 54211 members 
Entering Unmasked Estep 
Score: -6633701.500000 Penalty: 5417.854004
	Iteration 78Q: 3 clusters Score -6633702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 54222 members 
Entering Unmasked Estep 
Score: -6633705.000000 Penalty: 5417.854004
	Iteration 79Q: 3 clusters Score -6633705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 54230 members 
Entering Unmasked Estep 
Score: -6633703.500000 Penalty: 5417.854004
	Iteration 80F: 3 clusters Score -6633704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -6633714.500000 Penalty: 5417.854004
	Iteration 81Q: 3 clusters Score -6633714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -6633709.500000 Penalty: 5417.854004
	Iteration 82Q: 3 clusters Score -6633710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 54250 members 
Entering Unmasked Estep 
Score: -6633705.500000 Penalty: 5417.854004
	Iteration 83Q: 3 clusters Score -6633706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 54252 members 
Entering Unmasked Estep 
Score: -6633707.500000 Penalty: 5417.854004
	Iteration 84Q: 3 clusters Score -6633708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 54252 members 
Entering Unmasked Estep 
Score: -6633707.500000 Penalty: 5417.854004
	Iteration 85F: 3 clusters Score -6633708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Entering Unmasked Estep 
Score: -2143774.000000 Penalty: 2432.839355
	Iteration 0F: 2 clusters Score -2143774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2130938.000000 Penalty: 4865.678711
	Iteration 0F: 3 clusters Score -2130938 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2135324.250000 Penalty: 4865.678711
	Iteration 1F: 3 clusters Score -2135324 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2135919.500000 Penalty: 4865.678711
	Iteration 2F: 3 clusters Score -2135920 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2136546.000000 Penalty: 4865.678711
	Iteration 3F: 3 clusters Score -2136546 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2137264.500000 Penalty: 4865.678711
	Iteration 4F: 3 clusters Score -2137264 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -2138125.250000 Penalty: 4865.678711
	Iteration 5F: 3 clusters Score -2138125 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2139040.500000 Penalty: 4865.678711
	Iteration 6F: 3 clusters Score -2139040 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2139882.250000 Penalty: 4865.678711
	Iteration 7F: 3 clusters Score -2139882 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2140617.500000 Penalty: 4865.678711
	Iteration 8Q: 3 clusters Score -2140618 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2141154.250000 Penalty: 4865.678711
	Iteration 9Q: 3 clusters Score -2141154 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2141494.250000 Penalty: 4865.678711
	Iteration 10Q: 3 clusters Score -2141494 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2141753.750000 Penalty: 4865.678711
	Iteration 11Q: 3 clusters Score -2141754 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2141968.250000 Penalty: 4865.678711
	Iteration 12Q: 3 clusters Score -2141968 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2142180.250000 Penalty: 4865.678711
	Iteration 13Q: 3 clusters Score -2142180 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2142361.250000 Penalty: 4865.678711
	Iteration 14Q: 3 clusters Score -2142361 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2142474.500000 Penalty: 4865.678711
	Iteration 15Q: 3 clusters Score -2142474 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2142583.750000 Penalty: 4865.678711
	Iteration 16Q: 3 clusters Score -2142584 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2142681.500000 Penalty: 4865.678711
	Iteration 17Q: 3 clusters Score -2142682 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2142754.250000 Penalty: 4865.678711
	Iteration 18Q: 3 clusters Score -2142754 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2142804.000000 Penalty: 4865.678711
	Iteration 19Q: 3 clusters Score -2142804 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2142861.750000 Penalty: 4865.678711
	Iteration 20F: 3 clusters Score -2142862 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2142943.000000 Penalty: 4865.678711
	Iteration 21Q: 3 clusters Score -2142943 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2143020.250000 Penalty: 4865.678711
	Iteration 22Q: 3 clusters Score -2143020 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2143082.500000 Penalty: 4865.678711
	Iteration 23Q: 3 clusters Score -2143082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2143124.000000 Penalty: 4865.678711
	Iteration 24Q: 3 clusters Score -2143124 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2143174.750000 Penalty: 4865.678711
	Iteration 25Q: 3 clusters Score -2143175 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2143205.500000 Penalty: 4865.678711
	Iteration 26Q: 3 clusters Score -2143206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2143217.250000 Penalty: 4865.678711
	Iteration 27Q: 3 clusters Score -2143217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2143232.250000 Penalty: 4865.678711
	Iteration 28Q: 3 clusters Score -2143232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2143239.750000 Penalty: 4865.678711
	Iteration 29Q: 3 clusters Score -2143240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2143242.500000 Penalty: 4865.678711
	Iteration 30Q: 3 clusters Score -2143242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2143246.250000 Penalty: 4865.678711
	Iteration 31Q: 3 clusters Score -2143246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2143248.000000 Penalty: 4865.678711
	Iteration 32Q: 3 clusters Score -2143248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2143247.750000 Penalty: 4865.678711
	Iteration 33Q: 3 clusters Score -2143248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2143246.750000 Penalty: 4865.678711
	Iteration 34Q: 3 clusters Score -2143247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2143246.750000 Penalty: 4865.678711
	Iteration 35F: 3 clusters Score -2143247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (153219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153219 members 
Entering Unmasked Estep 
Score: -18590508.000000 Penalty: 2961.026611
	Iteration 0F: 2 clusters Score -1.859051e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76955 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -18488186.000000 Penalty: 5922.053223
	Iteration 0F: 3 clusters Score -1.848819e+07 nChanged 73144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82513 members 
Mstep: Class 2 contains 70706 members 
Entering Unmasked Estep 
Score: -18530626.000000 Penalty: 5922.053223
	Iteration 1F: 3 clusters Score -1.853063e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86472 members 
Mstep: Class 2 contains 66747 members 
Entering Unmasked Estep 
Score: -18532284.000000 Penalty: 5922.053223
	Iteration 2Q: 3 clusters Score -1.853228e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92496 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -18535318.000000 Penalty: 5922.053223
	Iteration 3Q: 3 clusters Score -1.853532e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101382 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -18540962.000000 Penalty: 5922.053223
	Iteration 4F: 3 clusters Score -1.854096e+07 nChanged 12207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113155 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -18549942.000000 Penalty: 5922.053223
	Iteration 5F: 3 clusters Score -1.854994e+07 nChanged 13489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126380 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -18562078.000000 Penalty: 5922.053223
	Iteration 6F: 3 clusters Score -1.856208e+07 nChanged 12019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138285 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -18574010.000000 Penalty: 5922.053223
	Iteration 7F: 3 clusters Score -1.857401e+07 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146228 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -18581776.000000 Penalty: 5922.053223
	Iteration 8F: 3 clusters Score -1.858178e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150288 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -18585672.000000 Penalty: 5922.053223
	Iteration 9Q: 3 clusters Score -1.858567e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151883 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -18587100.000000 Penalty: 5922.053223
	Iteration 10Q: 3 clusters Score -1.85871e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152428 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -18587522.000000 Penalty: 5922.053223
	Iteration 11Q: 3 clusters Score -1.858752e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152603 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -18587724.000000 Penalty: 5922.053223
	Iteration 12Q: 3 clusters Score -1.858772e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152688 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -18587784.000000 Penalty: 5922.053223
	Iteration 13Q: 3 clusters Score -1.858778e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152730 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -18587846.000000 Penalty: 5922.053223
	Iteration 14Q: 3 clusters Score -1.858785e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152751 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -18587864.000000 Penalty: 5922.053223
	Iteration 15Q: 3 clusters Score -1.858786e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152764 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -18587908.000000 Penalty: 5922.053223
	Iteration 16Q: 3 clusters Score -1.858791e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152774 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -18587938.000000 Penalty: 5922.053223
	Iteration 17Q: 3 clusters Score -1.858794e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152782 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -18587962.000000 Penalty: 5922.053223
	Iteration 18Q: 3 clusters Score -1.858796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152780 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -18587954.000000 Penalty: 5922.053223
	Iteration 19Q: 3 clusters Score -1.858795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152781 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -18587966.000000 Penalty: 5922.053223
	Iteration 20F: 3 clusters Score -1.858797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152778 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -18587972.000000 Penalty: 5922.053223
	Iteration 21Q: 3 clusters Score -1.858797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152776 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -18587960.000000 Penalty: 5922.053223
	Iteration 22Q: 3 clusters Score -1.858796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152776 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -18587966.000000 Penalty: 5922.053223
	Iteration 23Q: 3 clusters Score -1.858797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152777 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -18587976.000000 Penalty: 5922.053223
	Iteration 24Q: 3 clusters Score -1.858798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152779 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -18587978.000000 Penalty: 5922.053223
	Iteration 25Q: 3 clusters Score -1.858798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152786 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -18587998.000000 Penalty: 5922.053223
	Iteration 26Q: 3 clusters Score -1.8588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152792 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -18588008.000000 Penalty: 5922.053223
	Iteration 27Q: 3 clusters Score -1.858801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152792 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -18588010.000000 Penalty: 5922.053223
	Iteration 28Q: 3 clusters Score -1.858801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152797 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -18588012.000000 Penalty: 5922.053223
	Iteration 29Q: 3 clusters Score -1.858801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152801 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -18588026.000000 Penalty: 5922.053223
	Iteration 30Q: 3 clusters Score -1.858803e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152798 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -18588032.000000 Penalty: 5922.053223
	Iteration 31Q: 3 clusters Score -1.858803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152798 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -18588038.000000 Penalty: 5922.053223
	Iteration 32Q: 3 clusters Score -1.858804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152802 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -18588036.000000 Penalty: 5922.053223
	Iteration 33Q: 3 clusters Score -1.858804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152803 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -18588050.000000 Penalty: 5922.053223
	Iteration 34Q: 3 clusters Score -1.858805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152804 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -18588040.000000 Penalty: 5922.053223
	Iteration 35Q: 3 clusters Score -1.858804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152804 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -18588044.000000 Penalty: 5922.053223
	Iteration 36Q: 3 clusters Score -1.858804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152805 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -18588050.000000 Penalty: 5922.053223
	Iteration 37Q: 3 clusters Score -1.858805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152806 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -18588058.000000 Penalty: 5922.053223
	Iteration 38Q: 3 clusters Score -1.858806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152807 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -18588054.000000 Penalty: 5922.053223
	Iteration 39Q: 3 clusters Score -1.858805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152808 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -18588056.000000 Penalty: 5922.053223
	Iteration 40F: 3 clusters Score -1.858806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152807 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -18588056.000000 Penalty: 5922.053223
	Iteration 41Q: 3 clusters Score -1.858806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152806 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -18588058.000000 Penalty: 5922.053223
	Iteration 42Q: 3 clusters Score -1.858806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152805 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -18588062.000000 Penalty: 5922.053223
	Iteration 43Q: 3 clusters Score -1.858806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152805 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -18588062.000000 Penalty: 5922.053223
	Iteration 44F: 3 clusters Score -1.858806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -85401.632812 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -85401.63 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 380 members 
Entering Unmasked Estep 
Score: -83734.945312 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -83734.95 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -84042.984375 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -84042.98 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -84178.718750 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -84178.72 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -84239.656250 Penalty: 3283.556396
	Iteration 3F: 3 clusters Score -84239.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -84267.015625 Penalty: 3283.556396
	Iteration 4Q: 3 clusters Score -84267.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -84286.250000 Penalty: 3283.556396
	Iteration 5Q: 3 clusters Score -84286.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -84312.140625 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -84312.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -84343.531250 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -84343.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -84352.773438 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -84352.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -84358.320312 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -84358.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -84364.304688 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -84364.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -84366.601562 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -84366.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -84368.796875 Penalty: 3283.556396
	Iteration 12Q: 3 clusters Score -84368.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -84371.007812 Penalty: 3283.556396
	Iteration 13Q: 3 clusters Score -84371.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -84372.453125 Penalty: 3283.556396
	Iteration 14Q: 3 clusters Score -84372.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -84372.453125 Penalty: 3283.556396
	Iteration 15F: 3 clusters Score -84372.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Entering Unmasked Estep 
Score: -929493.250000 Penalty: 2225.862305
	Iteration 0F: 2 clusters Score -929493.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -923104.625000 Penalty: 4451.724609
	Iteration 0F: 3 clusters Score -923104.6 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -924898.125000 Penalty: 4451.724609
	Iteration 1F: 3 clusters Score -924898.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -925294.937500 Penalty: 4451.724609
	Iteration 2F: 3 clusters Score -925294.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -925618.687500 Penalty: 4451.724609
	Iteration 3F: 3 clusters Score -925618.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -925867.812500 Penalty: 4451.724609
	Iteration 4F: 3 clusters Score -925867.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -926096.875000 Penalty: 4451.724609
	Iteration 5Q: 3 clusters Score -926096.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -926281.750000 Penalty: 4451.724609
	Iteration 6Q: 3 clusters Score -926281.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -926461.687500 Penalty: 4451.724609
	Iteration 7Q: 3 clusters Score -926461.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -926638.187500 Penalty: 4451.724609
	Iteration 8Q: 3 clusters Score -926638.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -926806.187500 Penalty: 4451.724609
	Iteration 9Q: 3 clusters Score -926806.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -926950.812500 Penalty: 4451.724609
	Iteration 10Q: 3 clusters Score -926950.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -927063.000000 Penalty: 4451.724609
	Iteration 11Q: 3 clusters Score -927063 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -927163.500000 Penalty: 4451.724609
	Iteration 12Q: 3 clusters Score -927163.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -927233.562500 Penalty: 4451.724609
	Iteration 13Q: 3 clusters Score -927233.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -927323.187500 Penalty: 4451.724609
	Iteration 14Q: 3 clusters Score -927323.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -927413.250000 Penalty: 4451.724609
	Iteration 15Q: 3 clusters Score -927413.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -927500.562500 Penalty: 4451.724609
	Iteration 16Q: 3 clusters Score -927500.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -927562.562500 Penalty: 4451.724609
	Iteration 17Q: 3 clusters Score -927562.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -927610.500000 Penalty: 4451.724609
	Iteration 18Q: 3 clusters Score -927610.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -927642.437500 Penalty: 4451.724609
	Iteration 19Q: 3 clusters Score -927642.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -927673.125000 Penalty: 4451.724609
	Iteration 20F: 3 clusters Score -927673.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -927691.000000 Penalty: 4451.724609
	Iteration 21Q: 3 clusters Score -927691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -927703.562500 Penalty: 4451.724609
	Iteration 22Q: 3 clusters Score -927703.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -927711.250000 Penalty: 4451.724609
	Iteration 23Q: 3 clusters Score -927711.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -927722.250000 Penalty: 4451.724609
	Iteration 24Q: 3 clusters Score -927722.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -927727.187500 Penalty: 4451.724609
	Iteration 25Q: 3 clusters Score -927727.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -927732.250000 Penalty: 4451.724609
	Iteration 26Q: 3 clusters Score -927732.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -927736.937500 Penalty: 4451.724609
	Iteration 27Q: 3 clusters Score -927736.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -927737.375000 Penalty: 4451.724609
	Iteration 28Q: 3 clusters Score -927737.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -927737.500000 Penalty: 4451.724609
	Iteration 29Q: 3 clusters Score -927737.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -927738.750000 Penalty: 4451.724609
	Iteration 30Q: 3 clusters Score -927738.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -927742.250000 Penalty: 4451.724609
	Iteration 31Q: 3 clusters Score -927742.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -927741.687500 Penalty: 4451.724609
	Iteration 32Q: 3 clusters Score -927741.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -927743.375000 Penalty: 4451.724609
	Iteration 33Q: 3 clusters Score -927743.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -927744.312500 Penalty: 4451.724609
	Iteration 34Q: 3 clusters Score -927744.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -927745.750000 Penalty: 4451.724609
	Iteration 35Q: 3 clusters Score -927745.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -927745.750000 Penalty: 4451.724609
	Iteration 36F: 3 clusters Score -927745.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -85739.929688 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -85739.93 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 373 members 
Entering Unmasked Estep 
Score: -83995.031250 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -83995.03 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -84221.718750 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -84221.72 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -84322.414062 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -84322.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -84373.734375 Penalty: 3284.877197
	Iteration 3Q: 3 clusters Score -84373.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84400.398438 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -84400.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -84414.945312 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -84414.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -84422.718750 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -84422.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84427.367188 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -84427.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84430.976562 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -84430.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84441.726562 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -84441.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -84444.890625 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -84444.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84447.054688 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -84447.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84450.101562 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -84450.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84451.484375 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -84451.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -84452.515625 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -84452.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -84452.515625 Penalty: 3284.877197
	Iteration 15F: 3 clusters Score -84452.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -83173.351562 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -83173.35 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 384 members 
Entering Unmasked Estep 
Score: -81426.687500 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -81426.69 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -81677.414062 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -81677.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -81751.460938 Penalty: 3275.556152
	Iteration 2F: 3 clusters Score -81751.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -81790.031250 Penalty: 3275.556152
	Iteration 3Q: 3 clusters Score -81790.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -81809.328125 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -81809.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -81817.320312 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -81817.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -81820.203125 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -81820.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -81827.421875 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -81827.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -81830.085938 Penalty: 3275.556152
	Iteration 8Q: 3 clusters Score -81830.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -81834.671875 Penalty: 3275.556152
	Iteration 9Q: 3 clusters Score -81834.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -81840.007812 Penalty: 3275.556152
	Iteration 10Q: 3 clusters Score -81840.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -81842.492188 Penalty: 3275.556152
	Iteration 11Q: 3 clusters Score -81842.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -81846.601562 Penalty: 3275.556152
	Iteration 12Q: 3 clusters Score -81846.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -81853.296875 Penalty: 3275.556152
	Iteration 13Q: 3 clusters Score -81853.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -81863.968750 Penalty: 3275.556152
	Iteration 14Q: 3 clusters Score -81863.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -81866.390625 Penalty: 3275.556152
	Iteration 15Q: 3 clusters Score -81866.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -81867.593750 Penalty: 3275.556152
	Iteration 16Q: 3 clusters Score -81867.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -81867.593750 Penalty: 3275.556152
	Iteration 17F: 3 clusters Score -81867.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (31712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Entering Unmasked Estep 
Score: -3929726.750000 Penalty: 2570.383789
	Iteration 0F: 2 clusters Score -3929727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -3908055.000000 Penalty: 5140.767578
	Iteration 0F: 3 clusters Score -3908055 nChanged 14332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -3915847.250000 Penalty: 5140.767578
	Iteration 1F: 3 clusters Score -3915847 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -3916301.500000 Penalty: 5140.767578
	Iteration 2Q: 3 clusters Score -3916302 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -3916811.500000 Penalty: 5140.767578
	Iteration 3Q: 3 clusters Score -3916812 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -3917409.000000 Penalty: 5140.767578
	Iteration 4Q: 3 clusters Score -3917409 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -3918122.750000 Penalty: 5140.767578
	Iteration 5Q: 3 clusters Score -3918123 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -3918917.250000 Penalty: 5140.767578
	Iteration 6Q: 3 clusters Score -3918917 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -3919945.250000 Penalty: 5140.767578
	Iteration 7F: 3 clusters Score -3919945 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -3921268.500000 Penalty: 5140.767578
	Iteration 8F: 3 clusters Score -3921268 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -3922913.000000 Penalty: 5140.767578
	Iteration 9F: 3 clusters Score -3922913 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -3924494.250000 Penalty: 5140.767578
	Iteration 10F: 3 clusters Score -3924494 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -3925515.250000 Penalty: 5140.767578
	Iteration 11Q: 3 clusters Score -3925515 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -3926069.000000 Penalty: 5140.767578
	Iteration 12Q: 3 clusters Score -3926069 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -3926349.250000 Penalty: 5140.767578
	Iteration 13Q: 3 clusters Score -3926349 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -3926542.500000 Penalty: 5140.767578
	Iteration 14Q: 3 clusters Score -3926542 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -3926684.750000 Penalty: 5140.767578
	Iteration 15Q: 3 clusters Score -3926685 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -3926774.000000 Penalty: 5140.767578
	Iteration 16Q: 3 clusters Score -3926774 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -3926860.500000 Penalty: 5140.767578
	Iteration 17Q: 3 clusters Score -3926860 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -3926928.250000 Penalty: 5140.767578
	Iteration 18Q: 3 clusters Score -3926928 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -3926987.500000 Penalty: 5140.767578
	Iteration 19Q: 3 clusters Score -3926988 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -3927025.000000 Penalty: 5140.767578
	Iteration 20F: 3 clusters Score -3927025 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -3927053.750000 Penalty: 5140.767578
	Iteration 21Q: 3 clusters Score -3927054 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -3927060.500000 Penalty: 5140.767578
	Iteration 22Q: 3 clusters Score -3927060 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -3927076.250000 Penalty: 5140.767578
	Iteration 23Q: 3 clusters Score -3927076 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -3927083.500000 Penalty: 5140.767578
	Iteration 24Q: 3 clusters Score -3927084 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -3927092.750000 Penalty: 5140.767578
	Iteration 25Q: 3 clusters Score -3927093 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -3927123.250000 Penalty: 5140.767578
	Iteration 26Q: 3 clusters Score -3927123 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -3927139.500000 Penalty: 5140.767578
	Iteration 27Q: 3 clusters Score -3927140 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -3927152.750000 Penalty: 5140.767578
	Iteration 28Q: 3 clusters Score -3927153 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -3927168.000000 Penalty: 5140.767578
	Iteration 29Q: 3 clusters Score -3927168 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3927189.000000 Penalty: 5140.767578
	Iteration 30Q: 3 clusters Score -3927189 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -3927205.000000 Penalty: 5140.767578
	Iteration 31Q: 3 clusters Score -3927205 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -3927220.500000 Penalty: 5140.767578
	Iteration 32Q: 3 clusters Score -3927220 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -3927242.000000 Penalty: 5140.767578
	Iteration 33Q: 3 clusters Score -3927242 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -3927246.500000 Penalty: 5140.767578
	Iteration 34Q: 3 clusters Score -3927246 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -3927255.750000 Penalty: 5140.767578
	Iteration 35Q: 3 clusters Score -3927256 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -3927280.500000 Penalty: 5140.767578
	Iteration 36Q: 3 clusters Score -3927280 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -3927303.000000 Penalty: 5140.767578
	Iteration 37Q: 3 clusters Score -3927303 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -3927329.750000 Penalty: 5140.767578
	Iteration 38Q: 3 clusters Score -3927330 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -3927336.000000 Penalty: 5140.767578
	Iteration 39Q: 3 clusters Score -3927336 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -3927355.000000 Penalty: 5140.767578
	Iteration 40F: 3 clusters Score -3927355 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -3927359.500000 Penalty: 5140.767578
	Iteration 41Q: 3 clusters Score -3927360 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -3927375.500000 Penalty: 5140.767578
	Iteration 42Q: 3 clusters Score -3927376 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -3927386.750000 Penalty: 5140.767578
	Iteration 43Q: 3 clusters Score -3927387 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -3927401.250000 Penalty: 5140.767578
	Iteration 44Q: 3 clusters Score -3927401 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -3927398.750000 Penalty: 5140.767578
	Iteration 45Q: 3 clusters Score -3927399 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -3927391.250000 Penalty: 5140.767578
	Iteration 46Q: 3 clusters Score -3927391 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -3927417.000000 Penalty: 5140.767578
	Iteration 47Q: 3 clusters Score -3927417 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -3927422.000000 Penalty: 5140.767578
	Iteration 48Q: 3 clusters Score -3927422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -3927432.250000 Penalty: 5140.767578
	Iteration 49Q: 3 clusters Score -3927432 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -3927443.000000 Penalty: 5140.767578
	Iteration 50Q: 3 clusters Score -3927443 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -3927448.750000 Penalty: 5140.767578
	Iteration 51Q: 3 clusters Score -3927449 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -3927451.000000 Penalty: 5140.767578
	Iteration 52Q: 3 clusters Score -3927451 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -3927456.000000 Penalty: 5140.767578
	Iteration 53Q: 3 clusters Score -3927456 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -3927470.500000 Penalty: 5140.767578
	Iteration 54Q: 3 clusters Score -3927470 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -3927480.750000 Penalty: 5140.767578
	Iteration 55Q: 3 clusters Score -3927481 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -3927480.750000 Penalty: 5140.767578
	Iteration 56Q: 3 clusters Score -3927481 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -3927502.000000 Penalty: 5140.767578
	Iteration 57Q: 3 clusters Score -3927502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -3927509.750000 Penalty: 5140.767578
	Iteration 58Q: 3 clusters Score -3927510 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -3927509.500000 Penalty: 5140.767578
	Iteration 59Q: 3 clusters Score -3927510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -3927517.750000 Penalty: 5140.767578
	Iteration 60F: 3 clusters Score -3927518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -3927516.500000 Penalty: 5140.767578
	Iteration 61Q: 3 clusters Score -3927516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -3927524.250000 Penalty: 5140.767578
	Iteration 62Q: 3 clusters Score -3927524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -3927513.500000 Penalty: 5140.767578
	Iteration 63Q: 3 clusters Score -3927514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -3927530.500000 Penalty: 5140.767578
	Iteration 64Q: 3 clusters Score -3927530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -3927531.750000 Penalty: 5140.767578
	Iteration 65Q: 3 clusters Score -3927532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -3927534.250000 Penalty: 5140.767578
	Iteration 66Q: 3 clusters Score -3927534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -3927540.250000 Penalty: 5140.767578
	Iteration 67Q: 3 clusters Score -3927540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -3927545.250000 Penalty: 5140.767578
	Iteration 68Q: 3 clusters Score -3927545 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -3927561.500000 Penalty: 5140.767578
	Iteration 69Q: 3 clusters Score -3927562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -3927559.500000 Penalty: 5140.767578
	Iteration 70Q: 3 clusters Score -3927560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -3927570.250000 Penalty: 5140.767578
	Iteration 71Q: 3 clusters Score -3927570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -3927576.750000 Penalty: 5140.767578
	Iteration 72Q: 3 clusters Score -3927577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -3927577.250000 Penalty: 5140.767578
	Iteration 73Q: 3 clusters Score -3927577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -3927575.250000 Penalty: 5140.767578
	Iteration 74Q: 3 clusters Score -3927575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -3927572.000000 Penalty: 5140.767578
	Iteration 75Q: 3 clusters Score -3927572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -3927569.250000 Penalty: 5140.767578
	Iteration 76Q: 3 clusters Score -3927569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -3927572.500000 Penalty: 5140.767578
	Iteration 77Q: 3 clusters Score -3927572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -3927577.250000 Penalty: 5140.767578
	Iteration 78Q: 3 clusters Score -3927577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -3927578.750000 Penalty: 5140.767578
	Iteration 79Q: 3 clusters Score -3927579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -3927577.000000 Penalty: 5140.767578
	Iteration 80F: 3 clusters Score -3927577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -3927580.500000 Penalty: 5140.767578
	Iteration 81Q: 3 clusters Score -3927580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -3927591.750000 Penalty: 5140.767578
	Iteration 82Q: 3 clusters Score -3927592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -3927583.250000 Penalty: 5140.767578
	Iteration 83Q: 3 clusters Score -3927583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -3927586.000000 Penalty: 5140.767578
	Iteration 84Q: 3 clusters Score -3927586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -3927593.000000 Penalty: 5140.767578
	Iteration 85Q: 3 clusters Score -3927593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -3927585.250000 Penalty: 5140.767578
	Iteration 86Q: 3 clusters Score -3927585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -3927590.500000 Penalty: 5140.767578
	Iteration 87Q: 3 clusters Score -3927590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -3927589.750000 Penalty: 5140.767578
	Iteration 88Q: 3 clusters Score -3927590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -3927589.500000 Penalty: 5140.767578
	Iteration 89Q: 3 clusters Score -3927590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -3927588.000000 Penalty: 5140.767578
	Iteration 90Q: 3 clusters Score -3927588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -3927598.000000 Penalty: 5140.767578
	Iteration 91Q: 3 clusters Score -3927598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -3927601.500000 Penalty: 5140.767578
	Iteration 92Q: 3 clusters Score -3927602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -3927605.250000 Penalty: 5140.767578
	Iteration 93Q: 3 clusters Score -3927605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -3927605.250000 Penalty: 5140.767578
	Iteration 94Q: 3 clusters Score -3927605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -3927601.000000 Penalty: 5140.767578
	Iteration 95Q: 3 clusters Score -3927601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -3927603.250000 Penalty: 5140.767578
	Iteration 96Q: 3 clusters Score -3927603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -3927606.250000 Penalty: 5140.767578
	Iteration 97Q: 3 clusters Score -3927606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -3927608.000000 Penalty: 5140.767578
	Iteration 98Q: 3 clusters Score -3927608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -3927606.000000 Penalty: 5140.767578
	Iteration 99Q: 3 clusters Score -3927606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -3927601.250000 Penalty: 5140.767578
	Iteration 100F: 3 clusters Score -3927601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -3927606.250000 Penalty: 5140.767578
	Iteration 101Q: 3 clusters Score -3927606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -3927610.500000 Penalty: 5140.767578
	Iteration 102Q: 3 clusters Score -3927610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -3927607.500000 Penalty: 5140.767578
	Iteration 103Q: 3 clusters Score -3927608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -3927612.750000 Penalty: 5140.767578
	Iteration 104Q: 3 clusters Score -3927613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -3927611.250000 Penalty: 5140.767578
	Iteration 105Q: 3 clusters Score -3927611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -3927615.500000 Penalty: 5140.767578
	Iteration 106Q: 3 clusters Score -3927616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -3927615.500000 Penalty: 5140.767578
	Iteration 107F: 3 clusters Score -3927616 nChanged 0
--- Evaluating fit on full set of 3997961 points ---
Entering Unmasked Estep 
Score: -485139360.000000 Penalty: 109327.710938
25->30 Clusters: Score -485139360.000000, best is -485460832.000000

Main iterations: 0 (time per=infms)
Total iterations: 75491 (time per=401.923662ms)
Iterations metric 2: 5998760165376.000000 (time per=5.057982ns)
Iterations metric 3: 179971981049856.000000 (time per=168.590794ps)

That took 30341.619141 seconds.
